{ "nbformat": 4, "nbformat_minor": 0, "metadata": { "colab": { "provenance": [], "toc_visible": true, "authorship_tag": "ABX9TyPkQX1NLxny9P1DFRMWELQH", "include_colab_link": true }, "kernelspec": { "name": "python3", "display_name": "Python 3" }, "language_info": { "name": "python" } }, "cells": [ { "cell_type": "markdown", "metadata": { "id": "view-in-github", "colab_type": "text" }, "source": [ "<a href=\"https://colab.research.google.com/github/GamelinAl/mbtrack2_examples/blob/main/mbtrack2_RF_feedback.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>" ] }, { "cell_type": "markdown", "source": [ "# Introduction\n", "\n", "This notebook introduces different kinds of **RF loops and feedbacks** for **mbtrack2** which can be used in conjonction with the `CavityResonator` class:\n", "+ The `ProportionalLoop` class, a simple proportional feedback loop used to control the cavity amplitude and phase.\n", "+ The `ProportionalIntegralLoop` class, a more realisitc Proportional Integral (PI) loop which controls the `CavityResonator` amplitude and phase via the generator current to take into account the cavity response.\n", "+ The `TunerLoop` class, used to control a `CavityResonator` tuning angle in order to keep the phase between cavity and generator current constant.\n", "+ The `DirectFeedback` class, based on top of `ProportionalIntegralLoop`, which is used to reduced to effective shunt impedance of the `CavityResonator` seen by the beam.\n", "\n", "The features demonstarted in this notebook rely a lot on the `CavityResonator` class, an example notebook for this class is available here: [](https://colab.research.google.com/github/GamelinAl/mbtrack2_examples/blob/main/mbtrack2_cavity_resonator.ipynb)\n", "\n", "## References\n", "\n", "[1] : Yamamoto, N., Takahashi, T., & Sakanaka, S. (2018). Reduction and\n", " compensation of the transient beam loading effect in a double rf system\n", " of synchrotron light sources. PRAB, 21(1), 012001.\n", "\n", "[2] : Akai, K. (2022). Stability analysis of rf accelerating mode with\n", " feedback loops under heavy beam loading in SuperKEKB. PRAB, 25(10),\n", " 102002.\n", "\n", "[3] : N. Yamamoto et al. (2023) Stability survey of a double RF system with RF feedback loops for bunch lengthening in a low-emittance synchrotron ring. In Proc. IPAC'23. doi:10.18429/JACoW-IPAC2023-WEPL161" ], "metadata": { "id": "MBz4FJvi6mfl" } }, { "cell_type": "markdown", "source": [ "# Initialization" ], "metadata": { "id": "MvPLW4R_Td8L" } }, { "cell_type": "markdown", "source": [ "## mbtrack2 set-up" ], "metadata": { "id": "O5fColz-q2EI" } }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "BKGTZA_EvtF6", "outputId": "fd1cf151-c698-413c-c76c-0cd283f5cecb" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Cloning into 'mbtrack2'...\n", "remote: Enumerating objects: 1883, done.\u001b[K\n", "remote: Counting objects: 100% (171/171), done.\u001b[K\n", "remote: Compressing objects: 100% (171/171), done.\u001b[K\n", "remote: Total 1883 (delta 101), reused 0 (delta 0), pack-reused 1712\u001b[K\n", "Receiving objects: 100% (1883/1883), 1.81 MiB | 4.42 MiB/s, done.\n", "Resolving deltas: 100% (1295/1295), done.\n" ] } ], "source": [ "! git clone -b develop https://gitlab.synchrotron-soleil.fr/PA/collective-effects/mbtrack2.git" ] }, { "cell_type": "code", "source": [ "%cd mbtrack2" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "aIwNdoXlVDus", "outputId": "bbcfb3f8-a8aa-46fd-8aa1-2e3f9884949a" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "/content/mbtrack2\n" ] } ] }, { "cell_type": "markdown", "source": [ "## Define a Synchrotron object" ], "metadata": { "id": "-CHO7pYlsa76" } }, { "cell_type": "code", "source": [ "import numpy as np\n", "import h5py as hp\n", "import matplotlib.pyplot as plt\n", "from tqdm import tqdm\n", "from mbtrack2 import Synchrotron, Electron, Optics, LongitudinalMap, SynchrotronRadiation" ], "metadata": { "id": "ewMLyHDOslSD" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "h = 20 # Harmonic number of the accelerator.\n", "L = 100 # Ring circumference in [m].\n", "E0 = 1.5e9 # Nominal (total) energy of the ring in [eV].\n", "particle = Electron() # Particle considered.\n", "ac = 1e-3 # Momentum compaction factor.\n", "U0 = 200e3 # Energy loss per turn in [eV].\n", "tau = np.array([1e-3, 1e-3, 2e-3]) # Horizontal, vertical and longitudinal damping times in [s].\n", "tune = np.array([12.2, 15.3]) # Horizontal and vertical tunes.\n", "emit = np.array([10e-9, 10e-12]) # Horizontal and vertical equilibrium emittance in [m.rad].\n", "sigma_0 = 15e-12 # Natural bunch length in [s].\n", "sigma_delta = 1e-3 # Equilibrium energy spread.\n", "chro = [2.0, 3.0] # Horizontal and vertical (non-normalized) chromaticities." ], "metadata": { "id": "GH7V8wmmxH4i" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "local_beta = np.array([3, 2]) # Beta function at the tracking location.\n", "local_alpha = np.array([0, 0]) # Alpha function at the tracking location.\n", "local_dispersion = np.array([0, 0, 0, 0]) # Dispersion function and its derivative at the tracking location.\n", "optics = Optics(local_beta=local_beta, local_alpha=local_alpha,\n", " local_dispersion=local_dispersion)" ], "metadata": { "id": "yY9Fh3JR1rQy" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "ring = Synchrotron(h=h, optics=optics, particle=particle, L=L, E0=E0, ac=ac,\n", " U0=U0, tau=tau, emit=emit, tune=tune,\n", " sigma_delta=sigma_delta, sigma_0=sigma_0, chro=chro)" ], "metadata": { "id": "WiPq6SDLvbjC" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "print(\"RF frequency = %.5f MHz\"%(ring.f1/1e6))\n", "print(\"Revolution frequency = %.5f MHz\"%(ring.f0/1e6))" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "-CCJ6MI6cjCE", "outputId": "1bae00c9-a779-411c-c37b-d7ccdea3dad3" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "RF frequency = 59.95849 MHz\n", "Revolution frequency = 2.99792 MHz\n" ] } ] }, { "cell_type": "code", "source": [ "long = LongitudinalMap(ring) # define the LongitudinalMap element with the ring parameters\n", "rad = SynchrotronRadiation(ring)" ], "metadata": { "id": "zqe81udke_UD" }, "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "source": [ "## Define starting parameters" ], "metadata": { "id": "7eEiVqkVuBB8" } }, { "cell_type": "code", "source": [ "from mbtrack2 import Beam, CavityResonator, CavityMonitor, plot_cavitydata" ], "metadata": { "id": "1IbGXCBAt1QS" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "def restart(I0=0.001, tot_turns=500):\n", " fill_ptrn = np.zeros(ring.h)\n", " fill_ptrn[0:ring.h]=I0/h\n", " mybeam = Beam(ring)\n", " mybeam.init_beam(fill_ptrn, mp_per_bunch=1)\n", "\n", " m = 1 # Harmonic number of the cavity\n", " Rs = 5e6 # Shunt impedance of the cavity in [Ohm], defined as 0.5*Vc*Vc/Pc.\n", " # If Ncav = 1, used for the total shunt impedance.\n", " # If Ncav > 1, used for the shunt impedance per cavity.\n", " Q = 35e3 # Quality factor of the cavity.\n", " QL = 5e3 # Loaded quality factor of the cavity.\n", " detune = -100e3 # Detuing of the cavity in [Hz], defined as (fr - m*ring.f1).\n", " Ncav = 4 # Number of cavities.\n", " MC = CavityResonator(ring, m, Rs, Q, QL, detune, Ncav=Ncav)\n", "\n", " MC.Vc = 1e6 # Total cavity voltage in [V].\n", " MC.theta = np.arccos(ring.U0/MC.Vc) # Total cavity phase in [rad].\n", " MC.set_optimal_detune(I0)\n", " MC.set_generator(I0)\n", "\n", " if 'MCmon' in globals():\n", " globals()[\"MCmon\"].close()\n", " ! rm -f \"save.hdf5\"\n", " total_size = int(tot_turns/5)\n", " MCmon = CavityMonitor(\"MC\", ring, file_name = \"save\",total_size=total_size, save_every=5, buffer_size=10, mpi_mode=False)\n", "\n", " return mybeam, MC, MCmon" ], "metadata": { "id": "0QE4Kn9Xhx1V" }, "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "source": [ "# CavityResonator without loop/feedbacks" ], "metadata": { "id": "EbhRfLimgn0y" } }, { "cell_type": "markdown", "source": [ "## Without beam" ], "metadata": { "id": "HkKlnzgjhOoc" } }, { "cell_type": "markdown", "source": [ "Before adding loops and feedbacks, we can have a look at the cavity voltage and phase evolution without beam, i.e. a *frozen* beam without beam longitudinal motion and very low current (1 mA):" ], "metadata": { "id": "R6gOWpNEtF3x" } }, { "cell_type": "code", "source": [ "mybeam, MC, MCmon = restart(I0=0.001)" ], "metadata": { "id": "NGPe-IG1io_E" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "for i in tqdm(range(500)):\n", " MC.track(mybeam)\n", " MCmon.track(mybeam, MC)\n", "meanVc = np.mean(MC.cavity_phasor_record)\n", "print(f\"\\n Residual error: amplitude {np.round((1-np.abs(meanVc)/MC.Vc)*100,3)} % & phase {np.round((1-np.angle(meanVc)/MC.theta)*100,3)} %\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "s1KAFxdRgnV6", "outputId": "acde0f7c-df36-49be-82e9-113ce3f723f6" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "100%|██████████| 500/500 [00:13<00:00, 37.41it/s]" ] }, { "output_type": "stream", "name": "stdout", "text": [ "\n", " Residual error: amplitude 0.0 % & phase 0.001 %\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ "\n" ] } ] }, { "cell_type": "markdown", "source": [ "The `CavityResonator` setpoint (`CavityResonator.Vc` for the amplitude and `CavityResonator.theta` for the phase) can be shown along the data from tracking using the `show_objective=True` option of the `plot_cavitydata` function." ], "metadata": { "id": "VbaUYRfYtzYO" } }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", show_objective=True)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 465 }, "id": "N2PHTU6lg46r", "outputId": "c8551709-49db-4b69-8a04-bbe7b14232b7" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "As there is no loop or feedback, the generator voltage/phase is constant:" ], "metadata": { "id": "KYPKynGw0-4b" } }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", phasor=\"generator\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "id": "dBqWIfnX0yXz", "outputId": "c41e0907-21e2-4929-951d-27ddc2862f6b" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "The beam voltage is nearly zero as the current is very low:" ], "metadata": { "id": "S9QuEhEo121T" } }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", phasor=\"beam\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "id": "2B5KNSgB0tR7", "outputId": "45253892-19ef-4fac-df83-db16a13b3962" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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iBfDdd8DWrUBAgNLRERGRQhS/7E+bNg1RUVHo1asX+vTpg8WLF6OoqAhjx44FAIwePRrNmzdHbGwsAGDKlCno168f3n33XQwePBibNm3CkSNH8PHHHwMAVCoVpk6ditdffx1BQUEIDAzEnDlz0KxZMwwfPhyAfKAjMTERAwYMgJubGxISEvDCCy/giSeeQOPGjRU5D+bGip4V27oVePZZICdH9r177jkgNlYOnUJERDZN8URvxIgRuHTpEmJiYpCdnY1u3bohLi5O+zBFRkYG7OzKC49hYWHYsGEDZs+ejVdeeQVBQUHYtm0bOnXqpG0zY8YMFBUVYfz48cjNzUXfvn0RFxcHR0dHALK/3aZNmzBv3jyUlJQgMDAQL7zwgk6/PWvDip4Vys0FJk8G1q+X7zt2BD75BLj7bkXDIiIiy6ESQgilg6iPzp8/j5YtWyIzMxMtWrRQOpzbGjdOTmf6+uvA//6ndDRUazt2yFu158/LMfFmzJAPYLAfHhFRjerb9bu2WN+xEazoWYnr1+XAx8uWyfdt2wJr1wJhYcrGRUREFomXfRvBPnpW4MQJYMQI+QrIMfLeeguoYUYXIiKybUz0bAQrevWYEMDHHwNTpwLFxYCvL7BunZzhgoiIqAa87NsIVvTqqatXZQfLr76S7yMj5a1aKx0GiIiITEvRcfSo7rCiVw8dPQr06CGTvEaNgHffBX74gUkeERHpjZd9G8GKXj3z6aeyD15JCRAYCHzxBdCrl9JRERFRPcOKno1gRa+euH4dePppuZSUAEOGAElJTPKIiMgoTPRsBCt69UBGBtC3r6zm2dkBb7wBfPMNYKWztRARkfkx0bMRrOhZuF9/BXr3lv3yvL2Bn34CXnlFJnxERKSY2NhY9O7dG25ubvDx8cHw4cNx6tQppcPSG68iNoIVPQu2Zg0wYABw8SLQtStw5AgQHq50VEREBGDPnj2YOHEiDh48iB07duDGjRu4//77UVRUpHRoemF9x0Yw0bNAZWVy6rJFi+T7hx6SQ6e4uiobFxERacXFxem8X7NmDXx8fJCUlIR77rlHoaj0x0TPRvDWrYUpLAQee0wOlwIAMTHA3Lm8VUtEVEcKCgqQn5+vfe/g4AAHPeYLz8vLAwB4eXmZLTZT4lXFRrCiZ0Gys4H+/WWS5+gIbN4MzJ/PJI+IqA4FBwfDw8NDu8TGxt72M2q1GlOnTsXdd9+NTp061UGUtcf6jo1gRc9CnDwJDBwInDsnH7r47jvgrruUjoqIyOakpqaiefPm2vf6VPMmTpyI48ePY//+/eYMzaR42bcRrOhZgP37gQcekNOa3XEHEBcHtG2rdFRERDbJzc0N7u7uerefNGkSvv/+e+zduxctWrQwY2SmxXtFNoIVPYV98418kvbqVSAkBEhIYJJHRFQPCCEwadIkbN26FTt37kRgYKDSIRmEl30bwYqegtavB8aOlf8RHngA2LgRcHZWOioiItLDxIkTsWHDBnzzzTdwc3NDdnY2AMDDwwNOTk4KR3d7rOjZCFb0FPLBB8Do0TLJi4oCvvqKSR4RUT3y0UcfIS8vD/3794e/v7922bx5s9Kh6YWXfRvBil4dE0JOYTZnjnw/eTLw3nt8spaIqJ4RQigdQq3wqmMjWNGrQ0IAL79cnuTNnQssXswkj4iI6hwv+zaCFb06IgQwfbqs3gHydepURUMiIiLbxUTPRrCiVweEAKZNk9U7AFi+HJgwQdGQiIjItvGybyNY0TMzIYAXXgDef1++X7ECGD9e2ZiIiMjmsdOQjWBFz4yY5BERkYXiZd9GsKJnJkIAM2aUJ3kffwyMG6dsTERERP9iRc9GsKJnJm+8AbzzjlxnkkdERBaGiZ6NYEXPDJYsKR9C5b33mOQREZHFYaJnI5jomdiaNcCUKXJ93jwOoUJERBaJiZ4NEKI80eOtWxP46isgOlquT5sGxMQoGw8REVE1mOjZALW6fJ0VvVravRt4/HF5Up9+WvbPU6mUjoqIiKhKTPRsgOZBDIAVvVo5cQIYPhwoLQUeflgOiMwkj4iILBgTPRuguW0LsKJntAsXgMhIIC8P6NsX+OwznkwiIrJ4TPRsACt6tZSXBwwcCJw/D3ToAHzzDeDoqHRUREREt8VEzwawolcLpaXAQw8Bv/8O+PkBP/4IeHkpHRUREZFemOjZgIoVPSZ6BhACmDAB2LkTcHUFtm8HAgKUjoqIiEhvTPRsgKaip1IBdvwvrr9335Xj5dnZAVu2AN27Kx0RERGRQXjZtwGc/swI338v57AF5KwXkZHKxkNERGQEJno2gLNiGOj4cWDkSHnrdvx44PnnlY6IiIjIKEz0bAArega4fBl44AGgsBDo3x/44AOOlUdERPUWEz0bwIqenm7ckAMhp6cDd9wBfPkl0KiR0lEREREZjYmeDWBFT08zZgB79wLu7sB33wFNmigdERERUa0w0bMBrOjpYdMmYPFiub5uHdCxo6LhEBERmQITPRugSfRY0avGiRNAdLRcf+UVYNgwZeMhIiIyESZ6NkBz65YVvSrk58uZL65dA8LDgVdfVToiIiIik2GiZwNY0auGEMCYMcAffwAtWwIbNjAbJiIiq8JEzwawoleNd98Ftm4F7O3lE7ZNmyodERERkUkx0bMBfBijComJwKxZcv3994E+fZSNh4iIyAyY6NkADq9yi9xc4LHH5IkZMQKYMEHpiIiIiMzCIhK9ZcuWISAgAI6OjggJCcGhQ4dqbL9lyxZ06NABjo6O6Ny5M7Zv366zXwiBmJgY+Pv7w8nJCeHh4Th9+nSVxyopKUG3bt2gUqmQkpJiqp9kUVjRq0AImdidOwcEBgIrVnDmCyIislqKJ3qbN2/GtGnTMHfuXBw9ehRdu3ZFREQELl68WGX7X3/9FSNHjkR0dDSSk5MxfPhwDB8+HMePH9e2WbhwIZYsWYLly5cjMTERLi4uiIiIQHFxcaXjzZgxA82aNTPb77MErOhV8OmnwBdfyJOxcSPg4aF0REREROYjFNanTx8xceJE7fuysjLRrFkzERsbW2X7Rx99VAwePFhnW0hIiJgwYYIQQgi1Wi38/PzE22+/rd2fm5srHBwcxMaNG3U+t337dtGhQwdx4sQJAUAkJydXG2dxcbHIy8vTLqmpqQKAyMzMNPQn17nvvhMCEKJ3b6UjUdjx40I4OcmT8dZbSkdDREQKyMzMrDfXb1NQtKJXWlqKpKQkhIeHa7fZ2dkhPDwcCQkJVX4mISFBpz0AREREaNunp6cjOztbp42HhwdCQkJ0jpmTk4Nx48Zh/fr1cHZ2vm2ssbGx8PDw0C7BwcEG/VYlsaIH4Pp12S/v+nXg/vuBF19UOiIiIiKzUzTRu3z5MsrKyuDr66uz3dfXF9nZ2VV+Jjs7u8b2mtea2gghMGbMGDzzzDPo1auXXrHOmjULeXl52iU1NVWvz1kC9tED8L//AcePA76+coozO8V7LRAREZmdTdZ4li5dioKCAszSDK+hBwcHBzg4OGjf5+fnmyM0s7D5it6uXcB778n1Tz+VyR4REZENULSs4e3tjQYNGiAnJ0dne05ODvz8/Kr8jJ+fX43tNa81tdm5cycSEhLg4OCAhg0bom3btgCAXr16ISoqqvY/zMLYdEUvP1/OfgEA48cDgwcrGg4REVFd0q/Gs2SJ4UceOxZwc6uxib29PXr27In4+HgMHz4cAKBWqxEfH49JkyZV+ZnQ0FDEx8dj6tSp2m07duxAaGgoACAwMBB+fn6Ij49Ht27dAMjqW2JiIp599tl/f84SvP7669rP//3334iIiMDmzZsREhJi+G+1cDZd0ZsyBcjIANq0kTNhEBER2RD9Lv1TpwItWuhfEsrMBIYMuW2iBwDTpk1DVFQUevXqhT59+mDx4sUoKirC2LFjAQCjR49G8+bNERsbCwCYMmUK+vXrh3fffReDBw/Gpk2bcOTIEXz88ccAAJVKhalTp+L1119HUFAQAgMDMWfOHDRr1kybTLZq1UonBldXVwDAHXfcgRYtWuj3G+sRm63obdsGrFkjx8lbuxb4978zERGRrdC/xnPkCODjo19bPRI8jREjRuDSpUuIiYlBdnY2unXrhri4OO3DFBkZGbCr0HE+LCwMGzZswOzZs/HKK68gKCgI27ZtQ6dOnbRtZsyYgaKiIowfPx65ubno27cv4uLi4OjoqHdc1sQmK3oXL8pbtQAwYwbQt6+y8RARESlAJYQQt201fz7w0kuAHsOQAABiY4FnnwU8PWsXnQU7f/48WrZsiczMTIuvAi5fLv9zPPgg8PXXSkdTRx5+WP7Yzp2Bw4eBCg/SEBGR7apP129T0K/GM3euYUc14GlWMj/NrVubqeh99ZVM8ho2BNavZ5JHREQWy8vLsPYqFXD0KNC6tX7t9b/09+oFPP008PjjgLu7YVGRojS3bm2ij97Vq8DEiXJ95kyga1dl4yEiIqpBbi6weLF+M3IKATz3XHkBRx/6J3pdu8q+TtOnAw89BERHA/376/9NpBibquhNnw7k5AAdOgCzZysdDRER0W099pj+j0E8/7xhx9Z/HL1PPwWys4Fly+RTtffeC7RtC7z5JnDhgmHfSnXKZip6v/wCrF4t69qffspbtkREVGt79+7F0KFD0axZM6hUKmzbts2kx1er9U/yAKCgQI4Ypi/DBkx2dpaDz+7eDfzxh0xBV6wAAgLkQLQ209O/frGJ4VWKioBx4+T6xIlAWJiy8RARkVUoKipC165dsWzZMqVDMYrxN/PuuAN4/XXgtddk5/cJE4C4OMNuHFOdsInhVebMAc6dA1q1klVmIiKiGhQUFOhMZ3rrVKcaAwcOxMCBA80Wx7ff6t/2gQcMP37tLv27d8tbZV99JbMITUWFLIrVV/QOH5Y9WQFZYTZgHEciIrJNwcHBOu/nzp2LefPm1Xkc/87loKVSyYcuKr7XMKaWZvhct+fPy0pe27bAf/8rqygffghkZckB28jiWHVFr6xMDhIoBDBqFBAZqXRERERUD6SmpiIvL0+7zFJoaDi1unz5+WegWzfgxx/l07i5ucD27UCPHvKmqTH0v/R/8QWwahUQHy97DUZFAU89JRM+smhWXdFbsQJISpLPpb/zjtLREBFRPeHm5gZ3CxsubupUWTOrOJlTRIR8RGL8eCAtzfBj6p/oPfGEfOBi61Zg0CDAzvBiICnDait6OTnAK6/I9ddfB/z8lI2HiIioFs6erXpSMQ8PeQPVGPpf+s+fN+z5X7IYVlvRmzEDyMsDuneXt2+JiIjqsd69gWnT5KROvr5yW06OnIW2Tx/jjql/onfypFxu5557jIuEzMYqK3r79gHr1sleqh99ZIVZLBERWYLCwkKcOXNG+z49PR0pKSnw8vJCq1atTPpdq1bJeelbtQJatpTbMjOBoCDA2OH79L/09+9f/uhHxcdBKlKpOLyKBbK6it6NG3IOGEA+6R0Somw8RERktY4cOYIBAwZo30+bNg0AEBUVhTVr1pj0u9q2BX77Ddixo7y21rEjEB6u+/StIfRP9Bo3lsNWjBkDPPkk4O1t3DdSnbO6it6SJcDx4/JvkGPmERGRGfXv3x+iugKXGahUwP33y8UU9L/0Z2XJBzFWrQIWLpQPZERHy+EsjE0zqU5YVUUvJweYP1+uv/UW0KSJsvEQERGZUFERsGcPkJEBlJbq7ps82fDj6Z/o2dsDI0bIJSMDWLMGmDQJKCmRQ63Mn29FJSPrYlUVvTlz5ER/vXvL6jIREZGVSE6WdbRr12TC5+UFXL4sh1fx8TEu0TNujJRWrYCYGDmJfLt2wIIFQIVpRMiyWE1FLyUFWLlSri9ezCF+iIjIqrzwAjB0KHD1KuDkBBw8CPz1F9Czp/FDxRp+pSwpATZskD0DO3WS/aR++EGmnWSRNIleva7oCSH/FyAE8NhjQFiY0hERERGZVEoKMH26rGM0aCBTrpYtZY85zbCxhtL/0n/okJzXdtMmICAAGDtWzpbBBM/iaW7d1uuK3jffyLmVHR1lBZmIiMjKNGpUfrPKx0f2lOvYUQ6YnJlp3DH1T/Tuukvesp08WdYQAWD//srtHnjAuEjIbOp9Ra+kBHjxRbk+fTrQurWy8RAREZlB9+7A4cNy3Lx+/WQvucuX5QDKnToZd0zDLv0ZGcBrr1W/n+PoWaR6X9FbulTOC+PnB8ycqXQ0REREZvHmm/J5QwB44w1g9Gg58VNQkBz0xBj6J3pqtXHfQIqr1xW9ixfL/3ERGwu4uiobDxERkRkIIW/Xaip3Pj5AXFztj8vHFm1Ava7ovfqqfKK7Rw/5TxsiIiIrJIScGcPYvnjV0S/R+/ZbOe2UvrZvB65fNzIkMrV6O7zK2bPAihVy/Z13OJwKERFZLTs7eYv2n39MfFy9Wj34IJCbq/9RH3tMzqRBFqHeDpg8Z44MPiICqDDPIBERkTVasAB46SU5y6ep6HfpF0LOQuDgoN9Ri4uNj4hMrl5W9JKTgY0b5XpsrLKxEBER1YHRo+WsGF27ygnJnJx091+5Yvgx9Uv0oqIMO+qoUYC7u+HRkFnUy4rerFnydeRI+bw5ERGRlVu82PTH1O/Sv3q16b+Z6ky9q+jt2gX89JPMTGsazoeIiMiKGFpX0wd7t9uAelXRE6J8rLwJE4A77lA2HiIiIjPKzzesvWacPX0x0bMB9aqi9/XXcro9Fxf5MAYREZEVa9xYDhmrr+bNgT//1L99fajxUC3Vm4peWRnwv//J9WnTAF9fZeMhIiIyMyGAlSv1nw/AkNHuACZ6NqHeVPQ2bgROnQK8vMrntiUiIrJirVoBn3yif3s/P6BRI/3b1y7RKy4GHB1rdQgyv3oxBdrNm3IWDEAmeXxqm4iIbMC5c+Y9vuF99NRq+SRk8+ayzqi5UTxnDvDppyYOj0yhXkyBtmEDcPo00KQJMGmS0tEQERFZBcMTvddfB9asARYulKP5aXTqJG8yk8Wx+IrezZvlw6i89BLg5qZsPERERFbC8ERv3Trg44/loMgVS0RduwInT5owNDIVi6/off45cOYM4O0NTJyodDRERERWw/BE78IFoG3bytvVasMfBaE6YdEVvVurefo+dkRERES3ZXiiFxwM7NtXefuXX3KqKgtl0RW9zz4Dzp4FmjZlNY+IiMjEDK/xxMTIOTouXJBVvK+/lkNirFsHfP+9GUKk2rLYit6NG+XVvBkz5CDJRERENmzfPmDFClkD+fJL+ezr+vVAYCDQt6/hxzO8ojdsGPDdd8Avv8gLc0wMkJYmt913n+ERkNlZbEXvs8/kU9s+PsCzzyodDRERkaK++gqIiACcnIDkZKCkRG7PywPefNO4YxpX4/nPf4AdO4z7RqpzFjlgclkZsGCBXH/pJVbziIjI5r3+OrB8OTB6NLBpU/n2u++W+4zBuW5tgEVOgbZ1K/DHH3KSvwkTlI6GiIhIcadOAffcU3m7hweQm2vcMQ2/9DduDKhUlberVHKWjLZtgTFjgLFjjYuITM7iKnpCALGxcv355zluHhEREeT0ZmfOAAEButv37wfatDHumMY9jPHGG8DAgUCfPnLboUNAXJx8ajI9Xfa3unkTGDfOuKjIZISQz8wAFlTR27EDOHoUcHaWiR4RERFh3DhgyhRg1SpZP/v7byAhQc4MOmeOccc0/NK/f7+8UfzMM7rbV6wAfv5Z9iTs0gVYsoSJngXQVPMAC6roaap548bJQZKJiIgIM2fK4sy99wLXrsnbuA4OMtEzti6iEkIIgz7h6gqkpFQeNPnMGaBbN6CwUD4T3KULUFRkXFT1wPnz59GyZUtkZmaiRYsWSodTreJi+fQOIJ/acXdXNh4cPAiEhgKNGsm/k5YtFQ6IiIhsSX24fpeWyrSqsFAOX1ybuQQMfxjDy0sOpXKr776T+wCZ4LHflUWwuIqeppr3xBNM8oiIiKpgby8TvA4d5Gh2aWnGH8vwW7dz5sg+eLt2lffRO3wY2L5dPhMMyD5Y/foZHxWZjOaJW8AC+ugdPw58+63sePDyywoHQ0REZFkefVTerp00Cbh+HejdWz76IIQcbuXhhw0/puEVvXHjgD175LhnX38tF2dnuS06WraZPh3YvFnvQy5btgwBAQFwdHRESEgIDh06VGP7LVu2oEOHDnB0dETnzp2xfft2nf1CCMTExMDf3x9OTk4IDw/H6dOnddo88MADaNWqFRwdHeHv748nn3wSf//9t94x1xcWVdF76y35+tBDQPv2ysZCRERkYfbulUMVA3IUMrVaDquyZEldj6N3993Axo3yycmjR+V6WJhRh9q8eTOmTZuGuXPn4ujRo+jatSsiIiJw8eLFKtv/+uuvGDlyJKKjo5GcnIzhw4dj+PDhOH78uLbNwoULsWTJEixfvhyJiYlwcXFBREQEiouLtW0GDBiAL774AqdOncJXX32Fs2fP4v/+7/+M+g2WzGISvYwM+XcCALNmKRgIERGRZcrLK+8FFxcnK3jOzsDgwcAt9Sr9idq4fl2IvDzdxUB9+vQREydO1L4vKysTzZo1E7GxsVW2f/TRR8XgwYN1toWEhIgJEyYIIYRQq9XCz89PvP3229r9ubm5wsHBQWzcuLHaOL755huhUqlEaWlplfuLi4tFXl6edklNTRUARGZmpt6/VQl//y0EIISdncKBvPiiDGTAAIUDISIiW5aZmWmx1++gICE2bxaisFCIpk2FiI+X21NShGjSxLhjGl7Ru3ZN3jz28ZG3bxs31l0MUFpaiqSkJISHh2u32dnZITw8HAkJCVV+JiEhQac9AERERGjbp6enIzs7W6eNh4cHQkJCqj3mlStX8PnnnyMsLAyNGjWqsk1sbCw8PDy0S3BwsEG/VSmaip6i/fMKC4FPPpHr06YpGAgREZHlmjoVGDUKaNECaNYM6N9fbt+7F+jc2bhjGp7ovfQSsHMn8NFHcnCXlSuB+fNlROvWGXSoy5cvo6ysDL6+vjrbfX19kZ2dXeVnsrOza2yvedXnmC+//DJcXFzQpEkTZGRk4Jtvvqk21lmzZiEvL0+7pKam6vcjFaZ5GEPR27arV8t6dLt2wKBBCgZCRERkuZ57To5CtmqVHLbY7t8srU2buuyj9913wIcfyhvHDRvKXoOzZwNvvgl8/rlxUSjkpZdeQnJyMn7++Wc0aNAAo0ePhqhmWEEHBwe4u7trF7d6MnyM4hW9sjJg8WK5PnVq+V8tERERVdKzJ/Dgg7pj5w0eLB+PMIbhl/8rV8onXHN3l+8BoG9fOeyKAby9vdGgQQPk5OTobM/JyYGfn1+Vn/Hz86uxveY1JycH/v7+Om26detW6fu9vb3Rrl07dOzYES1btsTBgwcRGhpq0O+wZIpX9L77DvjzT9m7dPRohYIgIiKqH86flyORZWTIgZMrWrTI8OMZXl5p00YO6gLIkfy++EKuf/cd4Olp0KHs7e3Rs2dPxMfHa7ep1WrEx8dXm2yFhobqtAeAHTt2aNsHBgbCz89Pp01+fj4SExNrTODU/04IW1JSYtBvsHSKV/Q0f5UTJsg+nURERFSl+Hg5+thHHwHvviuHLF69Wt7KTUkx8qAGP76xaJEQ778v13fsEMLRUQgHB/lY5+LFBh9u06ZNwsHBQaxZs0akpqaK8ePHC09PT5GdnS2EEOLJJ58UM2fO1LY/cOCAaNiwoXjnnXdEWlqamDt3rmjUqJH4/ffftW0WLFggPD09xTfffCN+++03MWzYMBEYGCiuX78uhBDi4MGDYunSpSI5OVmcO3dOxMfHi7CwMHHHHXeI4uJiveK25Kd2Kjp2TD7s6uurwJcfPiy/vGFDIc6fVyAAIiIiXcZcvz/44APRunVr4eDgIPr06SMSExPNElvv3kLExMh1V1chzp4VoqBAiAceEOLDD407Zu2GVxFCiHPnhPjqK5lRGGnp0qWiVatWwt7eXvTp00ccPHhQu69fv34iKipKp/0XX3wh2rVrJ+zt7cWdd94pfvjhB539arVazJkzR/j6+goHBwdx7733ilOnTmn3//bbb2LAgAHCy8tLODg4iICAAPHMM8+I8wYkI/Ul0Tt6VOZazZop8OWPPy6//IknFPhyIiKiygy9fm/atEnY29uLVatWiRMnTohx48YJT09PkZOTY/LYXF2FOHNGrnt6CnH8uFxPSRGidWvjjqkSopqnD6qzbh0wYoR84rai0lI5P4eN9MOqD5MiA3J2uj59gFatgL/+qsMvvnABCAiQnQSTkoAePerwy4mIiKpm6PU7JCQEvXv3xgcffABAdvVq2bIlnn/+ecycOdOksfn5ydu1HTvKuW4XLAAeeAA4dkw+jFFYaPgxDe+jN3asHCrjVgUFch9ZFE0fvTp/GOODD2SS168fkzwiIrI4BQUFyM/P1y5V9dE3Zrzf2rjrLjmsCiBHI5s+HXjjDeCpp+Q+Yxie6AkhJ6W/1fnzgIeHcVGQ2Wieuq3ThzGKi+X4igAwZUodfjEREZF+goODdSZCiI2NrdTGmPF+a2PRIiAkRK7Pnw/cey+webO8Qfbpp8YdU//Lf/fuMsFTqeQ3V8wcysrkk7iRkcZFQWajSEVvyxbg8mWgZUtg6NA6/GIiIiL9pKamonnz5tr3Drd2SVOAZvQ6QA5UsXx57Y+pf6I3fLh8TUkBIiJ0R/Kzt5fp5sMP1z4iMilFKnrLlsnXCRMUnnuNiIioam5ubnB3d6+xjTHj/ZpCaSlw8SLw78hvWq1aGX4s/a/Cc+fK14AA+TCGo6Ph30Z1rs4reklJQGIi0KgR8PTTdfSlREREpldxvN/h/xa8NOP9Tpo0yeTf98cfQHQ08Ouvuts1veY013RDGF5uiYoy/FtIMXU+YPKHH8rXRx4BbunTQEREVN9MmzYNUVFR6NWrF/r06YPFixejqKgIY83wAOrYsfJ6/f33gL9/1Y9EGEq/y3/jxvp/m2ZKNLIIdToF2pUrwIYNcv255+rgC4mIiMxrxIgRuHTpEmJiYpCdnY1u3bohLi6u0gMappCSIm+MdehgumPql+hpJqWneqdOK3pr1sgnbrt2BcLC6uALiYiIzG/SpElmuVV7q+Bg+SyjKel3+eft2nqrzip6anX5bdvnnjNNvZmIiMjK5eeXr7/1FjBjBvDmm0DnzrK7e0W3eXakSsbVecrKgG3bgLQ0+f7OO+XQzXU+Ki/dTp1V9H7+GTh7Vo6lOGqUmb+MiIjIOnh66tZGhJCj2FVUtw9jnDkjh2u+cAFo315ui42VY6b98ANwxx2GR0FmU2cVPU01b8wYOfgPERER3dauXeY9vuGJ3uTJMpk7eBDw8pLb/vkHeOIJue+HH0wcItVGnVT0/vpLPiIEAM8+a8YvIiIisi79+pn3+IZf/vfs0U3yAKBJEznz7t13mzA0MoU6qeitWiXryv/9b3mVl4iIiAx29aqc7kzTOy44WA67UjHtMoThc906OAAFBZW3FxbKGTLIopi9oldWJhM9ABg3zkxfQkREZP327pXzUixZIhO+q1flemCg3GcMwxO9IUOA8ePl7AdCyOXgQeCZZ+QDGWRRzF7R+/ln4Px5+U8NzTR5REREZLCJE+XkY+npwNdfy+XPP4HHHpP7jGF4ordkieyjFxoqp0FzdJS3bNu2Bd5/37goyGzMXtFbuVK+Pvkkp8UjIiKqhTNngOnTdYszDRoA06bJfcYw/PLv6Ql88w1w+jRw8qTc1rGjTPTI4pi1opeTA3z7rVyPjjbDFxAREdmOHj1k37xbu7unpcm5CIxheKK3fz/Qty8QFCQXsmiaip5ZEr1162QmGRIiR3YkIiIio02eDEyZIqt3d90ltx08CCxbJp95/e238rZduuh3TMMTvf/+F2jeHBg5Ug6pEhxs8CGo7mgqeia/dStE+W3bp5828cGJiIhsz8iR8nXGjKr3qVSGD55s+OX/77+BTZuAjRtletmli5wJYeRIoEULgw9H5mW2it6+fcAff8jBkUeMMPHBiYiIbE96uumPaXii5+0NTJokl/R0YMMGYO1aYNYs4J57gJ07TR8lGc1sFT1NNe+xxwA3NxMfnIiIyPa0bm36Yxr+1G1FgYHAzJmyste5sxxMmSyKWSp6ubnAli1ynWPnERERWSzjE70DB4DnngP8/YHHHwc6deL0ZxbILMOrbNgAFBfL/+Z9+pjwwERERGRKhl/+Z82SffT+/hu47z45dt6wYYCzsxnCo9oyy/AqmpkwoqNlj1AiIiKySIYnenv3Ai+9BDz6qOyvRxbN5BW9EyeApCR5wFGjTHRQIiIiMgfDL/8HDpghDDIXk1f01q+Xr4MGAU2bmuigREREVFFhIaBW625zdzf8OLV7GIMsnkkremVlwGefyfXRo01wQCIiItJITwcGD5Yjl3l4AI0by8XTU74aw1wzoJKFMGlFb9cu4MIF+Rc3ZIgJDkhEREQaTzwhB0RetQrw9TVNN3gmelbOpBW9devk62OPAQ4OJjggERERaRw7JrvB3zrXbW3w1q2VM1lFr7AQ+Ooruc7btkRERCbXuzeQmWnaY9auzmOqnoJkNiar6H39NXDtGtC2bflMy0RERGQyK1cCzzwje0l16gQ0aqS7v0sXw49p+OU/PV1Of7Z7txw0V8PQWXapTpisoqe5bTt6NMfOIyIiMoNLl4CzZ4GxY8u3qVS1S7EMT/TM0VOQzMYkFb3MzPI5jJ94otYxERERUWVPPQV07w5s3Kjkwxjm6ClIZmOSit7nn8vk/p575PzGREREZHJ//QV8+63sJWUqhj+MYY6egmQ2moqe0YmeELq3bYmIiMgs/vtfWU8zJcMreuboKUhmo6noGX3rNikJSEsDHB2B//s/k8VFREREuoYOBV54Afj9d6Bz58op1gMPGH5Mwy//5ugpSGZT64rexo3y9YEH5DDdREREZBbPPCNfX3218r66exjDHD0FyWxq9TCGWg1s3izXR440WUxERERU2a0j1pmC4Zd/c/QUJLOp1cMYBw7IW/Tu7kBkpEnjIiIiIvMzPNHT9BRkolcv1Kqit2mTfH3oIdlHj4iIiMyqqAjYswfIyABKS3X3TZ5s+PEMv/ybo6cgmY3RFb2bN4EtW+T6Y4+ZNCYiIiKqLDkZGDRITkRVVAR4eQGXLwPOzoCPT10leuboKUhmY3RFb+dO+eCNt7es4hIREZFZvfCCrKctXy6ffzx4UNbTnngCmDLFuGMaPo6eWl39wiTP4hhd0dPctv2//6tctSUiIiKTS0kBpk8H7OzkdbukBGjZEli4EHjlFeOOaXiiR/WKURW9khLg66/lOp+2JSIiqhONGskkD5C3ajMy5LqHh/FzVRg3jK6pewqS2RhV0YuLA/LygGbNgL59zRIXERER6ereHTh8GAgKAvr1A2JiZB+99evlHBXGMDzRM0dPQTIboyp6mtu2I0aU/9OCiIiIzOrNN4GCArn+xhty5tFnn5WJ36pVxh3T8ETPHD0FyWwMrugVFclxEgE+bUtERFSHevUqX/fxkTfYasvwco05egqS2Rhc0fv+e1mtbdMG6N3bbHERERFRZTdvAr/8AqxYUV7d+/tvoLDQuOMZnuiZoafgsmXLEBAQAEdHR4SEhODQoUM1tt+yZQs6dOgAR0dHdO7cGdu3b9fZL4RATEwM/P394eTkhPDwcJw+fVq7/9y5c4iOjkZgYCCcnJxwxx13YO7cuSi9tb+hFTC4oqe5bfvYY5zejoiIqA799ZcconjYMGDiRDnKGQC89Rbw4ovGHdPwRE/TUxAo7yn4+efA1KlG9RTcvHkzpk2bhrlz5+Lo0aPo2rUrIiIicPHixSrb//rrrxg5ciSio6ORnJyM4cOHY/jw4Th+/Li2zcKFC7FkyRIsX74ciYmJcHFxQUREBIqLiwEAJ0+ehFqtxooVK3DixAm89957WL58OV6xwoqkQRW9ggLgxx/l+ogRZouJiIiIKpsyRd6+vXoVcHIq3/7gg0B8vJEHFYY6fFiInTvlek6OEBERQri5CdGjhxApKQYfrk+fPmLixIna92VlZaJZs2YiNja2yvaPPvqoGDx4sM62kJAQMWHCBCGEEGq1Wvj5+Ym3335buz83N1c4ODiIjRs3VhvHwoULRWBgYLX7i4uLRV5ennZJTU0VAERmZqZev1Mp/v5CAEIkJ+vReNMm2TgoSAi12tyhERER1bnMzEyLvX57eQlx8qRcd3UV4uxZuZ6eLoSTk3HHNLyi16sXMGCAXNf0FMzPB5KSgK5dDTpUaWkpkpKSEB4ert1mZ2eH8PBwJCQkVPmZhIQEnfYAEBERoW2fnp6O7OxsnTYeHh4ICQmp9pgAkJeXBy8vr2r3x8bGwsPDQ7sEBwfr9RuVZlBF76uv5OtDD/G2LRERkYHeeOMNhIWFwdnZGZ6engZ/vrq5J86fB9zcjIvJuLEzTNRT8PLlyygrK4Ovr6/Odl9fX2RnZ1f5mezs7Brba14NOeaZM2ewdOlSTJgwodpYZ82ahby8PO2Smppa84+zEHr30bt+HdD0dXz4YbPGREREZI1KS0vxyCOP4NlnnzXq8/ffDyxeXP5epZKp1dy5cmQ7Yxg+vMpffwGRkfIhjJIS4L77ZJr51lvy/fLlxkWikAsXLiAyMhKPPPIIxo0bV207BwcHODg4aN/n5+fXRXi1pvmXwW0TvZ9+kkOrtGql+3w3ERGRFSooKNC5lt96nTfG/PnzAQBr1qwx6vPvvgtERADBwUBxMfD448Dp03La+Y0bjYvJ8IqeCXsKent7o0GDBsjJydHZnpOTAz8/vyo/4+fnV2N7zas+x/z7778xYMAAhIWF4eOPPzYo9vpC71u3vG1LREQ2JDg4WKdLVmxsrNIhoUUL4Ngx4H//k8MWd+8OLFgg56rw8THumIYnevv2AbNnA/b2utsDAoALFww6lL29PXr27In4CgmiWq1GfHw8QkNDq/xMaGioTnsA2LFjh7Z9YGAg/Pz8dNrk5+cjMTFR55gXLlxA//790bNnT6xevRp2VjoDhF63bktLge++k+u8bUtERDYgNTVVp0vWrFmzlA4JgCzMjBolhyf+8EPg6ad162qGMjy7MXFPwWnTpuGTTz7B2rVrkZaWhmeffRZFRUUYO3YsAGD06NE6J3/KlCmIi4vDu+++i5MnT2LevHk4cuQIJk2aBABQqVSYOnUqXn/9dXz77bf4/fffMXr0aDRr1gzDhw8HUJ7ktWrVCu+88w4uXbqE7Ozsavvw1Wd6VfTi4+Xctn5+QFhYncRFRESkJDc3N7i7u2uX6m7bzpw5EyqVqsbl5MmTJonpn3/K1zMz5Qh2L70E7N1r/DEN76On6SmoudVZy56CI0aMwKVLlxATE4Ps7Gx069YNcXFx2ocpMjIydKptYWFh2LBhA2bPno1XXnkFQUFB2LZtGzpVGMNvxowZKCoqwvjx45Gbm4u+ffsiLi4Ojo6OAGQF8MyZMzhz5gxatGihE48QwuDfYMn0quhpbts++CDntiUiIqpg+vTpGDNmTI1t2rRpU6vv+P13ObtsZqac13bTJvk4RFGRvCy/9x7w5ZfAv/Uqg6iEoZnN+fOyp6AQsodgr17lPQX37jX+JnI9c/78ebRs2RKZmZmVkkVLoVaXJ3iXLsn/RJXcvCkref/8I5+kvvfeOo2RiIioLtXF9XvNmjWYOnUqcnNz9Wo/cKC88zZzJrB+vZyNNCIC+OQTuf/55+UodgcPGh6L4RU9TU/BzZvla2EhEB0tbyjX5iYymVzFO+zVVvT27pVJXpMmcqYTIiIiMkpGRgauXLmCjIwMlJWVISUlBQDQtm1buLq6Vvu5w4eBnTuBLl3kkMQffww891z5Tbbnnwfuusu4mAxP9IDynoKjRhn3rVQnKiZ61fbR09y2HTZMz1GViYiIqCoxMTFYu3at9n337t0BALt27UL//v2r/dyVK/LmGgC4ugIuLkDjxuX7GzcuH7bYUIZ3yDJHT0EyC03/PKCaip5aDWzdKtf5tC0REVGtrFmzBkKISktNSZ7GrSObmWqkM/1LOObsKUhmcduK3sGDQFYW4O7OvnlEREQKGjMG0Dz4W1wMPPOMrOwBcj4KY+lf0ZsxA+jcWVbu+vcHhgwBBg+Ww3JcvQpMmCBH9SOLcduK3rZt8nXIkPK/LiIiIqpTUVHyWVYPD7k88QTQrFn5ex8fYPRo446tf0XPnD0FySwqVvSqHDXl22/l67BhdRIPERERVbZ6tfmOrX9Fz5w9BcksKo6hV+le/x9/AKdOAY0ayWe4iYiIyOoY9jCGuXoKklnUOCuGZsqz/v1lXZiIiIisjmHjaZirpyCZRY2zYmhu2z7wQJ3FQ0RERHVL/0QvKkr3/RNPVG5jbE9BMotqK3r//APs3y/Xhw6t05iIiIio7uif6JmzpyCZhSbRq1TR275djqHXpQvQunWdx0VERER1gzPYW7Fqb93yti0REZFNYKJnxaq8dVtSAsTFyXUmekRERFaNiZ4Vq7Kit2cPUFgI+PsDPXsqEhcRERHVDSZ6VqzKip7mtu3QodWMokxERETWgld6K1apoicE++cRERHZECZ6VqxSRe/YMSAzE3B2Bv77X8XiIiIiorrBRM+KVaroaap5998PODkpEhMRERHVHSZ6VqxSRY+3bYmIiGwKEz0rplPRy84GkpLkhkGDFIuJiIiI6g4TPSumU9HTjJ3Xqxfg66tYTERERFR3mOhZMZ2K3o8/yjcDByoWDxEREdUtJnpWTFvRayCAn3+Wb5joERER2QwmelZMW9G7lg/k5gJeXkCfPorGRERERHWHiZ4V01b0ci/Llfvvv2U+NCIiIrJmTPSsmLai988lucLbtkRERDaFiZ4V01b0Cq7IlYgI5YIhIiKiOsdEz4ppEr0GKAN69uSwKkRERDaGiZ4V0966RRlv2xIREdkgJnpWrKxUlvQa4iYTPSIiIhvERM+K3Tz7FwCggX0DICRE4WiIiIiorjHRs2JlJ9IAAA39m3JYFSIiIhvERM+K3Uw9DQBo0Nxf4UiIiIhICUz0rFV2NsouZAEAGrZqpnAwREREpAQmetbqp59wEw0BAA1cnRQOhoiIiJTARM9a/fwzyiD75TVsqHAsREREpAgmetZIrQZ++aW8osfnMIiIiGwSEz1r9PvvwMWLKGvoCIAVPSIiIlvFRM8a/fILAOBmy0AArOgRERHZKiZ61mjHDgBAWWuZ6LGiR0REZJuY6Fmb4mJg714AwM0WAQBY0SMiIrJVTPSsTUICcP064OeHMo8mAFjRIyIislVM9KzNv7dtER6Om2UqAKzoERER2SometZGk+jddx/KyuQqK3pERES2iYmeNblyBUhKkuvh4dpEjxU9IiIi28REz5rs3AkIAQQHA82a4eZNuZkVPSIiIvM6d+4coqOjERgYCCcnJ9xxxx2YO3cuSktLFY2LKYA1qXDbFgArekRERHXk5MmTUKvVWLFiBdq2bYvjx49j3LhxKCoqwjvvvKNYXEz0rMm/AyVrEj1NRY+JHhERkXlFRkYiMjJS+75NmzY4deoUPvroI0UTPcVv3S5btgwBAQFwdHRESEgIDh06VGP7LVu2oEOHDnB0dETnzp2xfft2nf1CCMTExMDf3x9OTk4IDw/H6dOnddq88cYbCAsLg7OzMzw9PU39k5Tx559yadgQuOceAODDGERERNUoKChAfn6+dikpKTH5d+Tl5cHLy8vkxzWEoone5s2bMW3aNMydOxdHjx5F165dERERgYsXL1bZ/tdff8XIkSMRHR2N5ORkDB8+HMOHD8fx48e1bRYuXIglS5Zg+fLlSExMhIuLCyIiIlBcXKxtU1paikceeQTPPvus2X9jndHctg0NBdzcALCiR0REVJ3g4GB4eHhol9jYWJMe/8yZM1i6dCkmTJhg0uMaTCioT58+YuLEidr3ZWVlolmzZiI2NrbK9o8++qgYPHiwzraQkBAxYcIEIYQQarVa+Pn5ibffflu7Pzc3Vzg4OIiNGzdWOt7q1auFh4eHXrEWFxeLvLw87ZKamioAiMzMTL0+b3b/939CAEK8+qp209ChctPKlQrGRUREZEEyMzMFAJGamqpzXS8uLq6y/csvvywA1LikpaXpfOb8+fPijjvuENHR0XXxk2qk2E290tJSJCUlYdasWdptdnZ2CA8PR0JCQpWfSUhIwLRp03S2RUREYNu2bQCA9PR0ZGdnIzw8XLvfw8MDISEhSEhIwGOPPWZ0vLGxsZg/f77RnzersjL5xC0AVPjtrOgRERFVzc3NDe7u7rdtN336dIwZM6bGNm3atNGu//333xgwYADCwsLw8ccf1zbMWlMs0bt8+TLKysrg6+urs93X1xcnT56s8jPZ2dlVts/Oztbu12yrro2xZs2apZNkXrhwAcHBwbU6pskcOybH0HNzA3r31m5mHz0iIqLaadq0KZo2bapX2wsXLmDAgAHo2bMnVq9eDTs7xR+F4FO3+nJwcICDg4P2fX5+voLR3GL3bvl6zz06WR0rekRERHXjwoUL6N+/P1q3bo133nkHly5d0u7z8/NTLC7FEj1vb280aNAAOTk5OttzcnKqPSF+fn41tte85uTkwN/fX6dNt27dTBi9hdm1S77276+zmRU9IiKiurFjxw6cOXMGZ86cQYsWLXT2CSEUikrBp27t7e3Rs2dPxMfHa7ep1WrEx8cjNDS0ys+EhobqtAfkidW0DwwMhJ+fn06b/Px8JCYmVnvMeq+sDNi7V64PGKCzixU9IiKiujFmzBgIIapclKRorWfatGmIiopCr1690KdPHyxevBhFRUUYO3YsAGD06NFo3ry59pHnKVOmoF+/fnj33XcxePBgbNq0CUeOHNF2dlSpVJg6dSpef/11BAUFITAwEHPmzEGzZs0wfPhw7fdmZGTgypUryMjIQFlZGVJSUgAAbdu2haura52eg1pLTgby8wEPD+CWqiUrekRERLZN0RRgxIgRuHTpEmJiYpCdnY1u3bohLi5O+zBFRkaGTkfGsLAwbNiwAbNnz8Yrr7yCoKAgbNu2DZ06ddK2mTFjBoqKijB+/Hjk5uaib9++iIuLg6Ojo7ZNTEwM1q5dq33fvXt3AMCuXbvQ/5bbnxavYv+8W0p3rOgRERHZNpVQuqZYT50/fx4tW7ZEZmZmpXvxdWrIEOCHH4B33wVuGXqmRw9Z8IuLAyIiFIqPiIjIgljM9buOKP/cLxnv5s1q++cB5bduWdEjIiKyTUz06rPkZKCgAPD0BLp0qbRbc+uWffSIiIhsExO9+kwzrEq/flWW7VjRIyIism1M9OozzYMY1TxAwooeERGRbWOiV1/duAHs2yfXq+ifB7CiR0REZOuY6NVXR48ChYWAlxfQuXOVTTi8ChERkW1joldfVeyfV82kyRwwmYiIyLYx0auvbtM/D2BFj4iIyNYx0auPbtwA9u+X69X0zwNY0SMiIrJ1TPTqoyNHgKIioEkT4M47q23Gih4REZFtY6JXH2n65/XvX23/PIAVPSIiIlvHRK8+0kx71q9fjc1Y0SMiIrJtTPTqm7Iy4Ndf5fp//nPbpgArekRERLaKiV5989tvcn5bd/dqx8/TYEWPiIjItrHWU99oZsMIC6sxg1Ory9dZ0SOimpSVleHGjRtKh0FkEo0aNUIDVji0mALUN5phVW5z21ZTzQNY0SOiqgkhkJ2djdzcXKVDITIpT09P+Pn5QaVSKR2K4pjo1SdClFf0+vatsammfx7Aih4RVU2T5Pn4+MDZ2ZkXRar3hBC4du0aLl68CADw9/dXOCLlMQWoT/78E8jOBuztgT59amxaMdFjRY+IblVWVqZN8po0aaJ0OEQm4+TkBAC4ePEifHx8bP42Lh/GqE801bxevQBHxxqbVrx1y4oeEd1K0yfP2dlZ4UiITE/zd82+p0z06hdNoneb/nkAK3pEpB/eriVrxL/rckz06hM9H8QAyit6KlWNk2cQERGRFWMKUF/k5AB//CEzt7Cw2zbXVPRYzSMiqv/WrFkDT09PpcOo1pgxY6BSqaBSqbBt2zazfte8efO037V48WKzfpc1YKJXXxw4IF87dQIaN75tc01Fj/3ziMjaVEwqVCoVmjRpgsjISPz2229Kh1Zn5s2bh27duikdho7IyEhkZWVh4MCB2m2a/0YHDx7UaVtSUoImTZpApVJh9+7dyMnJQaNGjbBp06Yqjx0dHY0ePXoAAF588UVkZWWhRYsW5vsxVoSJXn2h57AqGqzoEZE10yQVWVlZiI+PR8OGDTFkyBClw7JpDg4O8PPzg4ODg872li1bYvXq1Trbtm7dCldXV+17X19fDB48GKtWrap03KKiInzxxReIjo4GALi6usLPz8/mn6bVFxO9+sKA/nkApz8jIiMIARQVKbMIYVComqTCz88P3bp1w8yZM5GZmYlLly5p22RmZuLRRx+Fp6cnvLy8MGzYMJw7d067//Dhw7jvvvvg7e0NDw8P9OvXD0ePHtX5HpVKhRUrVmDIkCFwdnZGx44dkZCQgDNnzqB///5wcXFBWFgYzp49W22sYWFhePnll3W2Xbp0CY0aNcLevXsBAFevXsXo0aPRuHFjODs7Y+DAgTh9+nSVx1uzZg3mz5+PY8eOaStma9asAQAsWrQInTt3houLC1q2bInnnnsOhYWFOp//5JNP0LJlSzg7O+PBBx/EokWLKt0W/uabb9CjRw84OjqiTZs2mD9/Pm5WHM7BAFFRUdi0aROuX7+u3bZq1SpERUXptIuOjkZ8fDwyMjJ0tm/ZsgU3b97EqFGjjPp+W8dErz4oLASSk+W6gRU93rolIr1duwa4uiqzXLtmdNiFhYX47LPP0LZtW+2YgDdu3EBERATc3Nywb98+HDhwAK6uroiMjERpaSkAoKCgAFFRUdi/fz8OHjyIoKAgDBo0CAUFBTrHf+211zB69GikpKSgQ4cOePzxxzFhwgTMmjULR44cgRACkyZNqja+UaNGYdOmTRAVktnNmzejWbNm+M+//3gfM2YMjhw5gm+//RYJCQkQQmDQoEFVDg8yYsQITJ8+HXfeeae2qjlixAgAgJ2dHZYsWYITJ05g7dq12LlzJ2bMmKH97IEDB/DMM89gypQpSElJwX333Yc33nhD5/j79u3D6NGjMWXKFKSmpmLFihVYs2ZNpXb66tmzJwICAvDVV18BADIyMrB37148+eSTOu0GDRoEX19fbdKqsXr1ajz00EMW3UfRogkySmZmpgAgMjMzzf9lO3YIAQjRurXeH/n9d/mRpk3NFxYR1V/Xr18Xqamp4vr16+UbCwvl/3EosRQW6h17VFSUaNCggXBxcREuLi4CgPD39xdJSUnaNuvXrxft27cXarVau62kpEQ4OTmJn376qcrjlpWVCTc3N/Hdd99ptwEQs2fP1r5PSEgQAMSnn36q3bZx40bh6OhYbbwXL14UDRs2FHv37tVuCw0NFS+//LIQQog//vhDABAHDhzQ7r98+bJwcnISX3zxhRBCiNWrVwsPDw/t/rlz54quXbtW+50aW7ZsEU2aNNG+HzFihBg8eLBOm1GjRukc+9577xVvvvmmTpv169cLf3//ar8nKipKDBs2rNJ2AGLr1q1i8eLFYsCAAUIIIebPny8efPBBcfXqVQFA7Nq1S9t+5syZIjAwUPvf7cyZM0KlUolffvml0rFbt24t3nvvvSrjqfLv+191ev22AKzo1QcG9s8DWNEjIiM4O8s7CEosBg7cPGDAAKSkpCAlJQWHDh1CREQEBg4ciL/++gsAcOzYMZw5cwZubm5wdXWFq6srvLy8UFxcrL3NmpOTg3HjxiEoKAgeHh5wd3dHYWFhpVuHXbp00a77+voCADp37qyzrbi4GPn5+VXG2rRpU9x///34/PPPAQDp6elISEjQ3opMS0tDw4YNERISov1MkyZN0L59e6SlpRl0Xn755Rfce++9aN68Odzc3PDkk0/in3/+wbV/K6anTp1Cn1tmVrr1/bFjx/Dqq69qz5urqyvGjRuHrKws7XEM9cQTTyAhIQF//vkn1qxZg6eeeqrKdk899RTS09Oxa9cuALKaFxAQgP/+979GfS9xCrT6wYCBkjXYR4+IDKZSAS4uSkehFxcXF7Rt21b7fuXKlfDw8MAnn3yC119/HYWFhejZs6c2uaqoadOmAGTfsX/++Qfvv/8+WrduDQcHB4SGhmpv7Wo0atRIu64ZiLeqbWq1utp4R40ahcmTJ2Pp0qXYsGEDOnfurJMsmsK5c+cwZMgQPPvss3jjjTfg5eWF/fv3Izo6GqWlpXrPglJYWIj58+fjoYceqrTP8TazMlWnSZMmGDJkCKKjo1FcXIyBAwdWukUOAEFBQfjPf/6D1atXo3///li3bh3GjRvHAZBrgYmepbtxA9A8ls6KHhFRlVQqFezs7LQd/nv06IHNmzfDx8cH7u7uVX7mwIED+PDDDzFo0CAA8uGNy5cvmyW+YcOGYfz48YiLi8OGDRswevRo7b6OHTvi5s2bSExMRNi/46T+888/OHXqFIKDg6s8nr29PcoqToEEICkpCWq1Gu+++y7s/h0p/4svvtBp0759exw+fFhn263ve/TogVOnTukk0qbw1FNPYdCgQXj55ZdrfGI2Ojoazz77LB544AFcuHABY8aMMWkctoa3bi1dcjJw/bocO69jR70/xooeEVmzkpISZGdnIzs7G2lpaXj++edRWFiIoUOHApAVNG9vbwwbNgz79u1Deno6du/ejcmTJ+P8+fMAZPVo/fr1SEtLQ2JiIkaNGgUnJyezxOvi4oLhw4djzpw5SEtLw8iRI7X7goKCMGzYMIwbNw779+/HsWPH8MQTT6B58+YYNmxYlccLCAhAeno6UlJScPnyZZSUlKBt27a4ceMGli5dij///BPr16/H8uXLdT73/PPPY/v27Vi0aBFOnz6NFStW4Mcff9SpmMXExGDdunWYP38+Tpw4gbS0NGzatAmzZ8+u1TmIjIzEpUuX8Oqrr9bY7pFHHkGjRo0wYcIE3H///WjZsmWtvtfWMdGzdAkJ8jU01KC5zFjRIyJrFhcXB39/f/j7+yMkJASHDx/Gli1b0L9/fwByUvu9e/eiVatWeOihh9CxY0ftbUNNhe/TTz/F1atX0aNHDzz55JOYPHkyfHx8zBbzqFGjcOzYMfznP/9Bq1atdPatXr0aPXv2xJAhQxAaGgohBLZv365zi7iihx9+GJGRkRgwYACaNm2KjRs3omvXrli0aBHeeustdOrUCZ9//jliY2N1Pnf33Xdj+fLlWLRoEbp27Yq4uDi88MILOrdkIyIi8P333+Pnn39G7969cdddd+G9995D69ata/X7VSoVvL29YW9vX2M7Z2dnPPbYY7h69Wq1fflIfyohDBy8iAAA58+fR8uWLZGZmWne0blHjgQ2bQJeew0w4F9Tu3cDAwYAwcHAiRPmC4+I6qfi4mKkp6cjMDDQ6H5XZB3GjRuHkydPYp+mP7gRxowZg9zcXLNPf1ZRQEAApk6diqlTp1baV9Pfd51dvy0EK3qWrmJFzwCcAo2IiKryzjvvaJ9KXrp0KdauXVtp8GJjfP/993B1dcX3339vgiir9+abb8LV1bXS09FUNaYBliwrC/jrL3nL9pbH32+HU6AREVFVDh06hIULF6KgoABt2rTBkiVL8PTTT9fqmAsXLtT24fP39zdFmNV65pln8OijjwIof4KaqsdEz5JpqnmdOgFubgZ9lBU9IiKqyq1P4pqCj4+PWfs3VuTl5QUvL686+S5rwFu3lszI27YAK3pERETERM+y1SLRY0WPiIiImOhZqtJS4MgRuc6KHhERERmBiZ6lOnYMKCkBvLyAoCCDP86KHhERETHRs1Sa27Z33SXnnzQQK3pERER164EHHkCrVq3g6OgIf39/PPnkk/j7778VjYmJnqWqRf88gFOgERER1bUBAwbgiy++wKlTp/DVV1/h7Nmz+L//+z9FY2KiZ6lqmehxCjQiovpj9+7dUKlUyM3NVToUHQEBAVCpVGaNTaVS6cyoofk+T09Ps3yfRkFBAfLz87VLSUlJrY/5wgsv4K677kLr1q0RFhaGmTNn4uDBg7hx44YJIjYOEz1LVIuBkjVY0SMiazVmzBhtMqBSqdCkSRNERkbit99+Uzo0q/Tqq68iKysLHh4edfJ9WVlZWLx4sdm/Jzg4GB4eHtrl1nmBa+vKlSv4/PPPERYWVu2cxXWBiZ4lqsVAyRqs6BGRNYuMjERWVhaysrIQHx+Phg0bYsiQIUqHZZXc3Nzg5+cHVTX9xcvKyqBWq032fX5+fnWSVKampiIvL0+7zJo1yyTHffnll+Hi4oImTZogIyMD33zzjUmOaywmepaolrdtAVb0iMhwQgBFRcosQhgWq4ODA/z8/ODn54du3bph5syZyMzMxKVLl7RtMjMz8eijj8LT0xNeXl4YNmwYzp07p91/+PBh3HffffD29oaHhwf69euHo0eP6nyPSqXCihUrMGTIEDg7O6Njx45ISEjAmTNn0L9/f7i4uCAsLAxnz56tNtZz585BpVJh06ZNCAsLg6OjIzp16oQ9e/ZUapuUlIRevXrB2dkZYWFhOHXqlHbf2bNnMWzYMPj6+sLV1RW9e/fGL7/8ovP5Dz/8EEFBQXB0dISvr69O/zC1Wo3Y2FgEBgbCyckJXbt2xZdffqn3OddYs2YNPD098e233yI4OBgODg7IyMjQ63yePn0a99xzDxwdHREcHIwdO3YY/P2m4ubmBnd3d+3i4OBQZbuZM2fqVJCrWk6ePKlt/9JLLyE5ORk///wzGjRogNGjR0MY+gduQkz0LNHBg/K1FokeK3pEZKhr1wBXV2WWa9eMj7uwsBCfffYZ2rZtiyZNmgAAbty4gYiICLi5uWHfvn04cOAAXF1dERkZidLSUgCyj1ZUVBT279+PgwcPIigoCIMGDUJBQYHO8V977TWMHj0aKSkp6NChAx5//HFMmDABs2bNwpEjRyCEwKRJk24b50svvYTp06cjOTkZoaGhGDp0KP755x+dNv/73//w7rvv4siRI2jYsCGeeuopnd85aNAgxMfHIzk5GZGRkRg6dCgyMjIAAEeOHMHkyZPx6quv4tSpU4iLi8M999yj/XxsbCzWrVuH5cuX48SJE3jhhRfwxBNPVJlw3s61a9fw1ltvYeXKlThx4gR8fHxuez7VajUeeugh2NvbIzExEcuXL8fLL79s8HfXtenTpyMtLa3GpU2bNtr23t7eaNeuHe677z5s2rQJ27dvx0HNdV0JgoySmZkpAIjMzEzTHrikRAhHRyEAIU6dMvowCxfKQ4webcLYiMhqXL9+XaSmporr169rtxUWyv/fUGIpLNQ/9qioKNGgQQPh4uIiXFxcBADh7+8vkpKStG3Wr18v2rdvL9RqtXZbSUmJcHJyEj/99FOVxy0rKxNubm7iu+++024DIGbPnq19n5CQIACITz/9VLtt48aNwtHRsdp409PTBQCxYMEC7bYbN26IFi1aiLfeeksIIcSuXbsEAPHLL79o2/zwww8CgM5/o1vdeeedYunSpUIIIb766ivh7u4u8vPzK7UrLi4Wzs7O4tdff9XZHh0dLUaOHFnt8Vu3bi3ee+89nW2rV68WAERKSkq1nxOi8vn86aefRMOGDcWFCxe0bX788UcBQGzdurXSd3h4eNR4/JpU9fetYbbrdxX++usvAUDs2rXL7N9VHYuo6C1btgwBAQFwdHRESEgIDh06VGP7LVu2oEOHDnB0dETnzp2xfft2nf1CCMTExMDf3x9OTk4IDw/H6dOnddpcuXIFo0aNgru7Ozw9PREdHY3CwkKT/zaDHTsGFBcbPVCyBit6RGQoZ2egsFCZxdnZsFgHDBiAlJQUpKSk4NChQ4iIiMDAgQPx119/AQCOHTuGM2fOwM3NDa6urnB1dYWXlxeKi4u1t1lzcnIwbtw4BAUFwcPDA+7u7igsLNRWyDS6dOmiXff19QUAdO7cWWdbcXEx8vPza4w5tMJdmoYNG6JXr15IS0ur9rv8/f0BABcvXgQgK3ovvvgiOnbsCE9PT7i6uiItLU0b73333YfWrVujTZs2ePLJJ/H555/j2r+l0jNnzuDatWu47777tOfD1dUV69atq/G2c3Xs7e11YgVufz7T0tLQsmVLNGvWrMpzUt8lJibigw8+QEpKCv766y/s3LkTI0eOxB133KHo71Q8Ddi8eTOmTZuG5cuXIyQkBIsXL0ZERAROnToFHx+fSu1//fVXjBw5ErGxsRgyZAg2bNiA4cOH4+jRo+jUqRMAYOHChViyZAnWrl2LwMBAzJkzBxEREUhNTYWjoyMAYNSoUcjKysKOHTtw48YNjB07FuPHj8eGDRvq9PffauMH/yATL8GreXN4bVXBy0vmfP+GDZWqfPzkml41dwPYR4+I9KVSAS4uSkehHxcXF7Rt21b7fuXKlfDw8MAnn3yC119/HYWFhejZsyc+//zzSp9t2rQpACAqKgr//PMP3n//fbRu3RoODg4IDQ3V3trVqPjEpOaBhKq2meKBhJqO++KLL2LHjh1455130LZtWzg5OeH//u//tPG6ubnh6NGj2L17N37++WfExMRg3rx5OHz4sLaQ8cMPP6B58+Y631ld37SaODk5VXo4Q9/zaa2cnZ3x9ddfY+7cuSgqKoK/vz8iIyMxe/Zso86xqSie6C1atAjjxo3D2LFjAQDLly/HDz/8gFWrVmHmzJmV2r///vuIjIzESy+9BED2ndixYwc++OADLF++HEIILF68GLNnz8awYcMAAOvWrYOvry+2bduGxx57DGlpaYiLi8Phw4fRq1cvAMDSpUsxaNAgvPPOOzr/2tAoKSnRGWPn1j4cprL2Z3/8hIXA7wAerv3xmOgRkS1QqVSws7PD9evXAQA9evTA5s2b4ePjA3d39yo/c+DAAXz44YcYNGgQAPnwxuXLl80W48GDB7V95m7evImkpCS9+vZpHDhwAGPGjMGDDz4IQFb4Kj5cAshKYXh4OMLDwzF37lx4enpi586duO+++7QPTfTr189kv+nW+Go6nx07dkRmZiaysrK01UpF+66ZWOfOnbFz506lw6hE0Vu3paWlSEpKQnh4uHabnZ0dwsPDkaB58vQWCQkJOu0BICIiQts+PT0d2dnZOm08PDwQEhKibZOQkABPT09tkgcA4eHhsLOzQ2JiYpXfGxsbqzPeTnBwsHE/+jYimxzGaNU6DLnrEsLCgI4dAR8fwNMT8PAA3N3l4uYmF01HZhcXuTg7y8XJCWjSBOBoA0RkjUpKSpCdnY3s7GykpaXh+eefR2FhIYYOHQpA3rXx9vbGsGHDsG/fPqSnp2P37t2YPHkyzp8/DwAICgrC+vXrkZaWhsTERIwaNQpOTk5mi3nZsmXYunUrTp48iYkTJ+Lq1as6D1vcTlBQEL7++mukpKTg2LFjePzxx3WqiN9//z2WLFmivXW4bt06qNVqtG/fHm5ubnjxxRfxwgsvYO3atTh79iyOHj2KpUuXYu3atSb5fbc7n+Hh4WjXrh2ioqJw7Ngx7Nu3D//73/9M8t1UPUUrepcvX0ZZWZm2z4OGr6+vzqPKFWVnZ1fZPjs7W7tfs62mNrfeFm7YsCG8vLy0bW41a9YsTJs2Tfv+woULZkn2ph5/WnZYsbcH7E1+eCIiqxAXF6etCrm5uaFDhw7YsmUL+vfvD0DeRtu7dy9efvllPPTQQygoKEDz5s1x7733ait8n376KcaPH48ePXqgZcuWePPNN/Hiiy+aLeYFCxZgwYIFSElJQdu2bfHtt9/C29tb788vWrQITz31FMLCwuDt7Y2XX35Zp1+gp6cnvv76a8ybNw/FxcUICgrCxo0bceeddwKQd8CaNm2K2NhY/Pnnn/D09ESPHj3wyiuvmOT33e582tnZYevWrYiOjkafPn0QEBCAJUuWIDIy0iTfT1VT/NZtfeHg4KBzj/12nW5rxdXVfMcmIqrn1qxZgzVr1ty2nZ+fX43Vqu7du+Pw4cM6226dl1TcMv5ZQEBApW39+/fXa5y0jh07VnvXqKpjdOvWTWdbQEBApVuDEydO1K737dsXu3fvrvb7VSoVpkyZgilTptw21pqMGTMGY8aMqbRdn/PZrl077Nu3T2ebPueOjKforVtvb280aNAAOTk5OttzcnLg5+dX5Wf8/PxqbK95vV0bzVNMGjdv3sSVK1eq/V4iIiJb9PLLL8PV1RV5eXl18n2urq545pln6uS7bIGiiZ69vT169uyJ+Ph47Ta1Wo34+PhqH0UODQ3VaQ8AO3bs0LYPDAyEn5+fTpv8/HwkJiZq24SGhiI3NxdJSUnaNjt37oRarUZISIjJfh8REVF9tmfPHpw4cQIpKSlwM3JKTkOlpKTg+PHjSE5OrpPvs3aK37qdNm0aoqKi0KtXL/Tp0weLFy9GUVGR9inc0aNHo3nz5trJhqdMmYJ+/frh3XffxeDBg7Fp0yYcOXIEH3/8MQBZmp46dSpef/11BAUFaYdXadasGYYPHw5Als8jIyMxbtw4LF++HDdu3MCkSZPw2GOPVfnELRERkbGqut1bX7Ru3brOv7PisDlUe4oneiNGjMClS5cQExOD7OxsdOvWDXFxcdqHKTIyMmBnV154DAsLw4YNGzB79my88sorCAoKwrZt27Rj6AHAjBkzUFRUhPHjxyM3Nxd9+/ZFXFycdgw9APj8888xadIk3HvvvbCzs8PDDz+MJUuW1N0PJyIiIjIzlaiv/8xQ2Pnz59GyZUtkZmaiRYsWSodDRGSQ4uJipKenIyAgwKxDihAp4fr16zh37hwCAwN1ijyA7V2/LWIKNCIiqluaGRg0U2QRWRPN33XFmUZsleK3bomIqO41aNAAnp6e2hEInJ2dK01pRVTfCCFw7do1XLx4EZ6enmjA6aGY6BER2SrNcFK3DjdFVN95enpyuLR/MdEjIrJRKpUK/v7+8PHxwY0bN5QOh8gkGjVqxEpeBUz0iIhsXIMGDXhhJLJSfBiDiIiIyEox0SMiIiKyUkz0iIiIiKwU++gZSa1WAwCysrIUjoSIiIj0pblua67j1o6JnpFycnIAAH369FE4EiIiIjJUTk4OWrVqpXQYZscp0Ix08+ZNJCcnw9fXV2cu3toqKChAcHAwUlNT4ebmZrLjUmU813WL57vu8FzXHZ7rumOqc61Wq5GTk4Pu3bujYUPrr3cx0bMw+fn58PDwQF5eHtzd3ZUOx6rxXNctnu+6w3Ndd3iu6w7PtXH4MAYRERGRlWKiR0RERGSlmOhZGAcHB8ydOxcODg5Kh2L1eK7rFs933eG5rjs813WH59o47KNHREREZKVY0SMiIiKyUkz0iIiIiKwUEz0iIiIiK8VEj4iIiMhKMdGzMMuWLUNAQAAcHR0REhKCQ4cOKR1SvbN3714MHToUzZo1g0qlwrZt23T2CyEQExMDf39/ODk5ITw8HKdPn9Zpc+XKFYwaNQru7u7w9PREdHQ0CgsL6/BXWL7Y2Fj07t0bbm5u8PHxwfDhw3Hq1CmdNsXFxZg4cSKaNGkCV1dXPPzww9rpAzUyMjIwePBgODs7w8fHBy+99BJu3rxZlz+lXvjoo4/QpUsXuLu7w93dHaGhofjxxx+1+3muzWPBggVQqVSYOnWqdhvPtenMmzcPKpVKZ+nQoYN2P8917THRsyCbN2/GtGnTMHfuXBw9ehRdu3ZFREQELl68qHRo9UpRURG6du2KZcuWVbl/4cKFWLJkCZYvX47ExES4uLggIiICxcXF2jajRo3CiRMnsGPHDnz//ffYu3cvxo8fX1c/oV7Ys2cPJk6ciIMHD2LHjh24ceMG7r//fhQVFWnbvPDCC/juu++wZcsW7NmzB3///Tceeugh7f6ysjIMHjwYpaWl+PXXX7F27VqsWbMGMTExSvwki9aiRQssWLAASUlJOHLkCP773/9i2LBhOHHiBACea3M4fPgwVqxYgS5duuhs57k2rTvvvBNZWVnaZf/+/dp9PNcmIMhi9OnTR0ycOFH7vqysTDRr1kzExsYqGFX9BkBs3bpV+16tVgs/Pz/x9ttva7fl5uYKBwcHsXHjRiGEEKmpqQKAOHz4sLbNjz/+KFQqlbhw4UKdxV7fXLx4UQAQe/bsEULI89qoUSOxZcsWbZu0tDQBQCQkJAghhNi+fbuws7MT2dnZ2jYfffSRcHd3FyUlJXX7A+qhxo0bi5UrV/Jcm0FBQYEICgoSO3bsEP369RNTpkwRQvDv2tTmzp0runbtWuU+nmvTYEXPQpSWliIpKQnh4eHabXZ2dggPD0dCQoKCkVmX9PR0ZGdn65xnDw8PhISEaM9zQkICPD090atXL22b8PBw2NnZITExsc5jri/y8vIAAF5eXgCApKQk3LhxQ+dcd+jQAa1atdI51507d4avr6+2TUREBPLz87WVKqqsrKwMmzZtQlFREUJDQ3muzWDixIkYPHiwzjkF+HdtDqdPn0azZs3Qpk0bjBo1ChkZGQB4rk2lodIBkHT58mWUlZXp/LECgK+vL06ePKlQVNYnOzsbAKo8z5p92dnZ8PHx0dnfsGFDeHl5aduQLrVajalTp+Luu+9Gp06dAMjzaG9vD09PT522t57rqv5baPaRrt9//x2hoaEoLi6Gq6srtm7diuDgYKSkpPBcm9CmTZtw9OhRHD58uNI+/l2bVkhICNasWYP27dsjKysL8+fPx3/+8x8cP36c59pEmOgRUa1NnDgRx48f1+lbQ6bXvn17pKSkIC8vD19++SWioqKwZ88epcOyKpmZmZgyZQp27NgBR0dHpcOxegMHDtSud+nSBSEhIWjdujW++OILODk5KRiZ9eCtWwvh7e2NBg0aVHqaKCcnB35+fgpFZX0057Km8+zn51fpAZibN2/iypUr/G9RhUmTJuH777/Hrl270KJFC+12Pz8/lJaWIjc3V6f9ree6qv8Wmn2ky97eHm3btkXPnj0RGxuLrl274v333+e5NqGkpCRcvHgRPXr0QMOGDdGwYUPs2bMHS5YsQcOGDeHr68tzbUaenp5o164dzpw5w79rE2GiZyHs7e3Rs2dPxMfHa7ep1WrEx8cjNDRUwcisS2BgIPz8/HTOc35+PhITE7XnOTQ0FLm5uUhKStK22blzJ9RqNUJCQuo8ZkslhMCkSZOwdetW7Ny5E4GBgTr7e/bsiUaNGumc61OnTiEjI0PnXP/+++86ifWOHTvg7u6O4ODguvkh9ZharUZJSQnPtQnde++9+P3335GSkqJdevXqhVGjRmnXea7Np7CwEGfPnoW/vz//rk1F6adBqNymTZuEg4ODWLNmjUhNTRXjx48Xnp6eOk8T0e0VFBSI5ORkkZycLACIRYsWieTkZPHXX38JIYRYsGCB8PT0FN9884347bffxLBhw0RgYKC4fv269hiRkZGie/fuIjExUezfv18EBQWJkSNHKvWTLNKzzz4rPDw8xO7du0VWVpZ2uXbtmrbNM888I1q1aiV27twpjhw5IkJDQ0VoaKh2/82bN0WnTp3E/fffL1JSUkRcXJxo2rSpmDVrlhI/yaLNnDlT7NmzR6Snp4vffvtNzJw5U6hUKvHzzz8LIXiuzaniU7dC8Fyb0vTp08Xu3btFenq6OHDggAgPDxfe3t7i4sWLQgiea1Ngomdhli5dKlq1aiXs7e1Fnz59xMGDB5UOqd7ZtWuXAFBpiYqKEkLIIVbmzJkjfH19hYODg7j33nvFqVOndI7xzz//iJEjRwpXV1fh7u4uxo4dKwoKChT4NZarqnMMQKxevVrb5vr16+K5554TjRs3Fs7OzuLBBx8UWVlZOsc5d+6cGDhwoHBychLe3t5i+vTp4saNG3X8ayzfU089JVq3bi3s7e1F06ZNxb333qtN8oTguTanWxM9nmvTGTFihPD39xf29vaiefPmYsSIEeLMmTPa/TzXtacSQghlaolEREREZE7so0dERERkpZjoEREREVkpJnpEREREVoqJHhEREZGVYqJHREREZKWY6BERERFZKSZ6RERERFaKiR4RERGRlWKiR0RUh1QqFbZt26Z0GERkI5joEVGdUKlUNS7z5s1TOkQiIqvTUOkAiMg2ZGVladc3b96MmJgYnDp1SrvN1dXVoOOVlpbC3t7eZPHVZzwXRFQdVvSIqE74+flpFw8PD6hUKu375cuXo2/fvjrtFy9ejICAAO37MWPGYPjw4XjjjTfQrFkztG/fHufOnYNKpcLXX3+NAQMGwNnZGV27dkVCQkKNsahUKqxcuRIPPvggnJ2dERQUhG+//Va7f82aNfD09NT5zLZt26BSqbTv582bh27dumHVqlVo1aoVXF1d8dxzz6GsrAwLFy6En58ffHx88MYbb1T6/qysLAwcOBBOTk5o06YNvvzyS539mZmZePTRR+Hp6QkvLy8MGzYM586dq/FcEBFVhYkeEdUb8fHxOHXqFHbs2IHvv/9eu/1///sfXnzxRaSkpKBdu3YYOXIkbt68WeOx5s+fj0cffRS//fYbBg0ahFGjRuHKlSsGxXP27Fn8+OOPiIuLw8aNG/Hpp59i8ODBOH/+PPbs2YO33noLs2fPRmJios7n5syZg4cffhjHjh3DqFGj8NhjjyEtLQ0AcOPGDURERMDNzQ379u3DgQMH4OrqisjISJSWlt72XBARVcREj4jqDRcXF6xcuRJ33nkn7rzzTu32F198EYMHD0a7du0wf/58/PXXXzhz5kyNxxozZgxGjhyJtm3b4s0330RhYSEOHTpkUDxqtRqrVq1CcHAwhg4digEDBuDUqVNYvHgx2rdvj7Fjx6J9+/bYtWuXzuceeeQRPP3002jXrh1ee+019OrVC0uXLgUgb2ur1WqsXLkSnTt3RseOHbF69WpkZGRg9+7dtz0XREQVsY8eEdUbnTt3rrIvWpcuXbTr/v7+AICLFy+iQ4cO1R6r4mdcXFzg7u6OixcvGhRPQEAA3NzctO99fX3RoEED2NnZ6Wy79bihoaGV3qekpAAAjh07hjNnzugcFwCKi4tx9uxZ7fvqzgURUUVM9IhIcXZ2dhBC6Gy7ceNGpXYuLi5Vfr5Ro0badU0/OrVaXeN3VvyM5nOaz+gbT1XHqOm4+igsLETPnj3x+eefV9rXtGlT7Xp154KIqCLeuiUixTVt2hTZ2dk6yZWmwqVUPAUFBSgqKjJLPAcPHqz0vmPHjgCAHj164PTp0/Dx8UHbtm11Fg8PD5PFQES2gYkeESmuf//+uHTpEhYuXIizZ89i2bJl+PHHHxWLJyQkBM7OznjllVdw9uxZbNiwAWvWrDHZ8bds2YJVq1bhjz/+wNy5c3Ho0CFMmjQJADBq1Ch4e3tj2LBh2LdvH9LT07F7925MnjwZ58+fN1kMRGQbmOgRkeI6duyIDz/8EMuWLUPXrl1x6NAhvPjii4rF4+Xlhc8++wzbt29H586dsXHjRpMO6Dx//nxs2rQJXbp0wbp167Bx40YEBwcDAJydnbF37160atUKDz30EDp27Ijo6GgUFxfD3d3dZDEQkW1QiVs7ohARERGRVWBFj4iIiMhKMdEjIiIislJM9IiIiIisFBM9IiIiIivFRI+IiIjISjHRIyIiIrJSTPSIiIiIrBQTPSIiIiIrxUSPiIiIyEox0SMiIiKyUkz0iIiIiKzU/wOeuJQ827QRvQAAAABJRU5ErkJggg==\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "## With beam" ], "metadata": { "id": "-qtUFdVvhojP" } }, { "cell_type": "markdown", "source": [ "When including longtudinal motion and higher current (200 mA), it takes a bit longer for the cavity voltage and phase to converge to its design value as the beam loading needs to build up:" ], "metadata": { "id": "EeQEUBcfxOth" } }, { "cell_type": "code", "source": [ "mybeam, MC, MCmon = restart(I0=0.2, tot_turns=3000)" ], "metadata": { "id": "Nwzukrq6kck2" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "for i in tqdm(range(3000)):\n", " long.track(mybeam)\n", " rad.track(mybeam)\n", " MC.track(mybeam)\n", " MCmon.track(mybeam, MC)\n", "meanVc = np.mean(MC.cavity_phasor_record)\n", "print(f\"\\n Residual error: amplitude {np.round((1-np.abs(meanVc)/MC.Vc)*100,3)} % & phase {np.round((1-np.angle(meanVc)/MC.theta)*100,3)} %\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "759f4832-eea4-47a8-b047-bba8b8fdd78d", "id": "7YCIJT4mkck3" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "100%|██████████| 3000/3000 [00:51<00:00, 58.79it/s]" ] }, { "output_type": "stream", "name": "stdout", "text": [ "\n", " Residual error: amplitude -0.08 % & phase 0.048 %\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ "\n" ] } ] }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", show_objective=True)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "outputId": "d75c91d5-e044-41dd-d34a-847c6c781436", "id": "5w7tOdFakck3" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", phasor=\"beam\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "id": "CUefBgKi3d0L", "outputId": "6c81c6d8-c7c6-4e21-fa56-3634c04b638e" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", phasor=\"generator\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "id": "SQ8SEI1N5dOj", "outputId": "d5b72d4b-1e16-4dd6-fc00-333271b3a0be" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "## With beam and phasor initialization" ], "metadata": { "id": "g8Mq3rYowsnX" } }, { "cell_type": "markdown", "source": [ "To speed up the beam loading build-up, it is possible to use the `CavityResonator.init_phasor` method to initialize the `CavityResonator.beam_phasor` to its equilibrium value corresponding to a given beam distribution:" ], "metadata": { "id": "D-vVFVwW5nfi" } }, { "cell_type": "code", "source": [ "mybeam, MC, MCmon = restart(I0=0.2, tot_turns=500)" ], "metadata": { "id": "3R1tpt27wsnf" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "MC.init_phasor(mybeam)" ], "metadata": { "id": "NpFtPFiXwsnf" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "for i in tqdm(range(500)):\n", " long.track(mybeam)\n", " rad.track(mybeam)\n", " MC.track(mybeam)\n", " MCmon.track(mybeam, MC)\n", "meanVc = np.mean(MC.cavity_phasor_record)\n", "print(f\"\\n Residual error: amplitude {np.round((1-np.abs(meanVc)/MC.Vc)*100,3)} % & phase {np.round((1-np.angle(meanVc)/MC.theta)*100,3)} %\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "0506e8e2-ac3b-4e3e-830c-eeba8b80461e", "id": "Zyiur5Ttwsnf" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "100%|██████████| 500/500 [00:09<00:00, 54.40it/s]" ] }, { "output_type": "stream", "name": "stdout", "text": [ "\n", " Residual error: amplitude 0.1 % & phase -0.113 %\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ "\n" ] } ] }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", show_objective=True)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "outputId": "8fc91e7c-7837-45ce-e85b-1b37628dae65", "id": "dqjcY_50wsng" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", phasor=\"beam\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 452 }, "id": "PjoL5Ur26mzs", "outputId": "4b42e31e-801e-410e-a81c-b1fb88641ff9" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "# CavityResonator interface for loops and feedbacks" ], "metadata": { "id": "DDktLfij9APb" } }, { "cell_type": "markdown", "source": [ "The different types of loop or feedback to be applied to `CavityResonator` objects are defined as separate classes, they must be initialised separately after the `CavityResonator` object.\n", "\n", "The loop must then be added to the CavityResonator object using:\n", "\n", "`CavityResonator.feedback.append(loop)`\n", "\n", "The `CavityResonator.feedback` interface is just a `list` which contains all the different kinds of feedback applied to this `CavityResonator` object. Once a feedback has been added to this list, its `track` method will automatically be called when then `CavityResonator.track` method is called." ], "metadata": { "id": "Dp3j7MzK-vfK" } }, { "cell_type": "markdown", "source": [ "# ProportionalLoop class" ], "metadata": { "id": "CR9aVDJsep59" } }, { "cell_type": "markdown", "source": [ "The `ProportionalLoop` is a **simple proportional feedback loop** to control a `CavityResonator` amplitude and phase.\n", "It takes as input:\n", "+ `gain_A` an amplitude (voltage) gain.\n", "+ `gain_P` a phase gain.\n", "+ `delay` the feedback delay in unit of turns.\n", "\n", "The feedback setpoints are `CavityResonator.Vc` and `CavityResonator.theta` and the loop modifies the generator amplitude `CavityResonator.Vg` and phase `CavityResonator.theta_g` according to:\n", "+ `Vg -= gain_A*(cavity_voltage - Vc)`\n", "+ `theta_g -= gain_P*(cavity_phase - theta)`\n", "\n", "The generator modification is applied after `delay` revolution periods." ], "metadata": { "id": "uUcuZLDf7gDE" } }, { "cell_type": "code", "source": [ "from mbtrack2 import ProportionalLoop" ], "metadata": { "id": "Ucsh_A3bfb_z" }, "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "source": [ "## Step without beam" ], "metadata": { "id": "4OyHqDQ-puBH" } }, { "cell_type": "markdown", "source": [ "The `ProportionalLoop` can be used to perform a step increase of the cavity voltage and phase.\n", "\n" ], "metadata": { "id": "Z53n_ThvOfcC" } }, { "cell_type": "code", "source": [ "mybeam, MC, MCmon = restart(I0=0.001, tot_turns=500)" ], "metadata": { "id": "DRg5jGDepuBP" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "MC.feedback" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "92277ee6-dc6d-45a9-c765-e56a1e26c2ea", "id": "9fVuzrlEpuBP" }, "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "[]" ] }, "metadata": {}, "execution_count": 28 } ] }, { "cell_type": "markdown", "source": [ "`MC.feedback` is empty, let us define a `ProportionalLoop` object and adds it to `MC`:" ], "metadata": { "id": "We8qXN57OTIN" } }, { "cell_type": "code", "source": [ "PL = ProportionalLoop(ring, MC, gain_A=0.1, gain_P=0.1, delay=5)" ], "metadata": { "id": "wW3vurhwpuBQ" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "MC.feedback.append(PL)" ], "metadata": { "id": "cbyZPdNRpuBQ" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "MC.feedback" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "cQSatPoW_Hbr", "outputId": "b3c29fd0-c3bb-4695-a0f9-b02a7a346a84" }, "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "[<mbtrack2.tracking.rf.ProportionalLoop at 0x7e8c5d7670a0>]" ] }, "metadata": {}, "execution_count": 31 } ] }, { "cell_type": "markdown", "source": [ "Here the objective voltage `MC.Vc` is increased to 1.05 MV at turn 250, the objective phase `MC.theta` is changed accordingly to keep energy balance:" ], "metadata": { "id": "lNfn2HCsPXF4" } }, { "cell_type": "code", "source": [ "for i in tqdm(range(500)):\n", " MC.track(mybeam)\n", " MCmon.track(mybeam, MC)\n", " if i == 250:\n", " MC.Vc = 1.05e6\n", " MC.theta = np.arccos(ring.U0/MC.Vc)\n", "meanVc = np.mean(MC.cavity_phasor_record)\n", "print(f\"\\n Residual error: amplitude {np.round((1-np.abs(meanVc)/MC.Vc)*100,3)} % & phase {np.round((1-np.angle(meanVc)/MC.theta)*100,3)} %\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "561a271f-bea4-48d9-ccde-50bbad9b96e5", "id": "WjsN5NnFpuBQ" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "100%|██████████| 500/500 [00:06<00:00, 74.47it/s]" ] }, { "output_type": "stream", "name": "stdout", "text": [ "\n", " Residual error: amplitude 0.0 % & phase -0.0 %\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ "\n" ] } ] }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", show_objective=True)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 454 }, "outputId": "45e21884-d131-4dd0-bc27-b9dc2506ecc6", "id": "detrQ_P8puBQ" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "We can see that the generator voltage `MC.Vg` and phase `MC.theta_g` is changed by the `ProportionalLoop` during the tracking:" ], "metadata": { "id": "0xTkz6GnPiGp" } }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", phasor=\"generator\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "outputId": "daceca66-d8bf-4552-8419-c395b65cfa6a", "id": "HSVEHd1bpuBQ" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "## Step with beam" ], "metadata": { "id": "WG--viZsrDB3" } }, { "cell_type": "markdown", "source": [ "The same step with a 200 mA beam is shown bellow:" ], "metadata": { "id": "BciqrblIRAX8" } }, { "cell_type": "code", "source": [ "mybeam, MC, MCmon = restart(I0=0.2, tot_turns=1000)\n", "MC.init_phasor(mybeam)" ], "metadata": { "id": "JPcbzH3hrDB_" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "PL = ProportionalLoop(ring, MC, gain_A=0.1, gain_P=0.1, delay=5)\n", "MC.feedback.append(PL)" ], "metadata": { "id": "MvnnGNWGrDCA" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "for i in tqdm(range(1000)):\n", " long.track(mybeam)\n", " rad.track(mybeam)\n", " MC.track(mybeam)\n", " MCmon.track(mybeam, MC)\n", " if i == 250:\n", " MC.Vc = 1.05e6\n", " MC.theta = np.arccos(ring.U0/MC.Vc)\n", "meanVc = np.mean(MC.cavity_phasor_record)\n", "print(f\"\\n Residual error: amplitude {np.round((1-np.abs(meanVc)/MC.Vc)*100,3)} % & phase {np.round((1-np.angle(meanVc)/MC.theta)*100,3)} %\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "8d0c4be4-83d5-4e28-fff3-3790095787e7", "id": "tCi5DMO9rDCA" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "100%|██████████| 1000/1000 [00:17<00:00, 56.14it/s]" ] }, { "output_type": "stream", "name": "stdout", "text": [ "\n", " Residual error: amplitude -0.031 % & phase -0.061 %\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ "\n" ] } ] }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", show_objective=True)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "outputId": "ddaa4bdc-9a85-4ef3-982e-3772ed9f8cd5", "id": "mmtj78MCrDCA" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", phasor=\"generator\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 452 }, "outputId": "b19392a3-08de-4b30-c2db-b740f5fe48c0", "id": "0KYM1nkorDCA" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", phasor=\"beam\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "id": "DNQzFmJ6Qsvc", "outputId": "5e55c8c8-3705-47db-f01c-c28dfac3b230" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "# ProportionalIntegralLoop class" ], "metadata": { "id": "Lch01d6Prrkt" } }, { "cell_type": "markdown", "source": [ "The `ProportionalIntegralLoop` is a **more realistic Proportional Integral (PI) loop** to control a `CavityResonator` amplitude and phase via generator current `Ig` to take into account the cavity response [1].\n", "\n", "The basic idea of a PI controller is described here: https://en.wikipedia.org/wiki/PID_controller\n", "\n", "The `ProportionalIntegralLoop` should be **initialized only after generator\n", "parameters are set**.\n", "\n", "The `ProportionalIntegralLoop` important inputs are:\n", "+ `gain` a list of two float like `[Pain, Igain]`, corresponding to the proportional gain `Pain` and integral gain `Igain` of the feedback.\n", "+ `sample_num`, the number of bunch over which the cavity amplitude and phase is computed (in unit of bucket number).\n", "+ `every`, the time interval between two cavity voltage monitoring and feedback in unit of bucket number. This corresponds to the update rate of the feedback.\n", "+ `delay` the loop delay in unit of bucket number.\n", "\n", "The feedback setpoints are `CavityResonator.Vc` and `CavityResonator.theta` and the loop modifies the generator amplitude `CavityResonator.Vg` and phase `CavityResonator.theta_g`.\n", "\n", "---\n", "\n", "During the `CavityResonator.track` call, at each `every` RF bucket:\n", "+ The `cavity_phasor` is computed as the mean over `sample_num` buckets.\n", "+ The following calculation are done:\n", " + `diff = (Vc*exp(1j*theta) - cavity_phasor) - FFconst` where `FFconst` is the feedfoward constant.\n", " + `I_record = I_record + diff/fRF` where `fRF` is the RF frequency.\n", " + `FB_val = Pain * diff + Igain * I_record`\n", " + `Ig = Vg2Ig(FB_val) + FFconst` where `Vg2Ig` is a function to go from generator voltage to generator current.\n", "+ `Ig` is applied after `delay` RF buckets.\n", "+ `Ig` is then transformed back to generator voltage and modifies `Vg` and `theta_g`.\n", "\n", "See [1] for the description on how to go from `Ig` to `Vg` and opposite." ], "metadata": { "id": "Fkoh9PDSQvHH" } }, { "cell_type": "markdown", "source": [ "---\n", "\n", "Typical gain values:\n", "+ For normal conducting cavities (QL~1e4), a Pgain of ~1.0 and\n", "Igain of ~1e4(5) are usually used.\n", "+ For super conducting cavity (QL > 1e6), a Pgain of ~100\n", "can be used.\n", "\n", "In a \"bad\" parameter set, an unstable oscillation of the cavity voltage\n", "can be caused. So, a parameter scan of the gain should be made.\n", "\n", "\n", "Some example parameters for KEK-PF:\n", "\n", "FPGA-based LLRF controller, IQ sampling using 8 rf waves, output signal in 77-MHz, around 1us system delay\n", "* E0=2.5GeV, C=187m, frf=500MHz\n", "* QL=11800, fs0=23kHz\n", "* ==> gain=[0.5,1e4], sample_num=8, every=7(13ns), delay=500(1us)" ], "metadata": { "id": "QxmI5vNQTBgy" } }, { "cell_type": "code", "source": [ "from mbtrack2 import ProportionalIntegralLoop" ], "metadata": { "id": "8IhrTgO2rvIV" }, "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "source": [ "## Step without beam" ], "metadata": { "id": "UJ7gooAwur-P" } }, { "cell_type": "markdown", "source": [ "The same voltage step is applied using the `ProportionalIntegralLoop` without beam:" ], "metadata": { "id": "x1wldvIIpDya" } }, { "cell_type": "code", "source": [ "mybeam, MC, MCmon = restart(I0=0.001, tot_turns=5000)\n", "MC.init_phasor(mybeam)" ], "metadata": { "id": "dSOWjoQHsd5s" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "PIL = ProportionalIntegralLoop(ring, MC, gain=[1.5, 2e4], sample_num=5, every=5, delay=0)\n", "MC.feedback.append(PIL)" ], "metadata": { "id": "c2pUfP5VsaV1" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "for i in tqdm(range(5000)):\n", " MC.track(mybeam)\n", " MCmon.track(mybeam, MC)\n", " if i == 250:\n", " MC.Vc = 1.05e6\n", " MC.theta = np.arccos(ring.U0/MC.Vc)\n", "meanVc = np.mean(MC.cavity_phasor_record)\n", "print(f\"\\n Residual error: amplitude {np.round((1-np.abs(meanVc)/MC.Vc)*100,3)} % & phase {np.round((1-np.angle(meanVc)/MC.theta)*100,3)} %\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "R_94gXwNtk88", "outputId": "4ea0bce5-6cdb-4a5b-ab89-b92325c1918d" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "100%|██████████| 5000/5000 [01:15<00:00, 66.30it/s]" ] }, { "output_type": "stream", "name": "stdout", "text": [ "\n", " Residual error: amplitude -0.126 % & phase 0.039 %\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ "\n" ] } ] }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", show_objective=True)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "id": "6Xb0bpYHtqQH", "outputId": "ea8a2a2b-ef53-4ae3-e39f-ac82d1b43d04" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "The current generator phasor `Ig` is changed by the `ProportionalIntegralLoop` during the tracking:" ], "metadata": { "id": "9jrlfB3pon6L" } }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", phasor=\"ig\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "id": "HWskb0GstsqP", "outputId": "3a32d1ac-f6a8-439c-cc05-50e8167763ce" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "Which induces changes to the generator voltage and phase:" ], "metadata": { "id": "h7_6wvn7o4Jx" } }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", phasor=\"generator\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "id": "P4XVFR7Ytr93", "outputId": "6acad31d-6d3e-47ea-d8b8-5dbc56286032" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "## Step with beam" ], "metadata": { "id": "Lg7xmIgguzfP" } }, { "cell_type": "markdown", "source": [ "And now with a 200 mA beam:" ], "metadata": { "id": "ttLHDZk5pLkc" } }, { "cell_type": "code", "source": [ "mybeam, MC, MCmon = restart(I0=0.2, tot_turns=5000)\n", "MC.init_phasor(mybeam)" ], "metadata": { "id": "LxMMRBbluzfW" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "PIL = ProportionalIntegralLoop(ring, MC, gain=[1.5, 2e4], sample_num=5, every=5, delay=0)\n", "MC.feedback.append(PIL)" ], "metadata": { "id": "iQIo2Pe2uzfW" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "for i in tqdm(range(5000)):\n", " long.track(mybeam)\n", " rad.track(mybeam)\n", " MC.track(mybeam)\n", " MCmon.track(mybeam, MC)\n", " if i == 250:\n", " MC.Vc = 1.05e6\n", " MC.theta = np.arccos(ring.U0/MC.Vc)\n", "meanVc = np.mean(MC.cavity_phasor_record)\n", "print(f\"\\n Residual error: amplitude {np.round((1-np.abs(meanVc)/MC.Vc)*100,3)} % & phase {np.round((1-np.angle(meanVc)/MC.theta)*100,3)} %\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "062d6a59-5063-4041-a3f7-f15b16d22d6b", "id": "AytYWRrHuzfW" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "100%|██████████| 5000/5000 [01:28<00:00, 56.52it/s]" ] }, { "output_type": "stream", "name": "stdout", "text": [ "\n", " Residual error: amplitude 0.283 % & phase 0.13 %\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ "\n" ] } ] }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", show_objective=True)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 452 }, "outputId": "185403f7-0173-42fa-a75c-b201a49b33a5", "id": "QHFERcmTuzfW" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", phasor=\"ig\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "outputId": "31ecfecc-7306-4904-8bd0-d8b0d4539299", "id": "KRzaDT-quzfX" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", phasor=\"generator\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "outputId": "aecea9a3-d982-4eb2-913d-db9620a26b5c", "id": "pLP_vUR1uzfX" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", phasor=\"beam\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "id": "xzV8moV5k9nE", "outputId": "23be97cd-f2c7-477f-ebec-0f7da74cddf2" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "# TunerLoop" ], "metadata": { "id": "DTO2sldwUWRa" } }, { "cell_type": "markdown", "source": [ "The `TunerLoop` is used to control a `CavityResonator` tuning (`CavityResonator.psi` or `CavityResonator.detune`) in order to **keep the phase between cavity and generator current constant**.\n", "\n", "The `TunerLoop` keeps the relation `cavity_phase - theta_g + psi = offset` constant using a proportional controller. The condition `cavity_phase - theta_g + psi = 0` corresponds to the optimal tuning (minimum reflected power) of the `CavityResonator`.\n", "\n", "The important inputs of `TunerLoop` are:\n", "+ `gain`, proportional gain of the tuner loop.\n", "+ `avering_period`, period during which the phase difference is monitored and averaged. Then the feedback correction is applied every `avering_period` turn. A value longer than one synchrotron period is recommended.\n", "+ `offset`, the tuning offset in [rad].\n" ], "metadata": { "id": "k73W7KFilYde" } }, { "cell_type": "code", "source": [ "from mbtrack2 import TunerLoop" ], "metadata": { "id": "-FYmZ54amUfD" }, "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "source": [ "## Current ramp-up" ], "metadata": { "id": "6EC-RkuEzuDF" } }, { "cell_type": "markdown", "source": [ "The `TunerLoop` can be used to keep the relation `cavity_phase - theta_g + psi = offset` constant during a current ramp-up from 200 mA to 210 mA:" ], "metadata": { "id": "UYe1naqpmmq1" } }, { "cell_type": "code", "source": [ "mybeam, MC, MCmon = restart(I0=0.2, tot_turns=3000)\n", "MC.init_phasor(mybeam)" ], "metadata": { "id": "C8eJr_B7qNFW" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "nus = ring.synchrotron_tune(1.0e6) # synchrotron tune\n", "Ts = 1/nus # synchrotron period in turns" ], "metadata": { "id": "F-rMXiAGqZPx" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "Ts" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "bidbf1I5qh7Q", "outputId": "944c3ac6-7cd8-4821-8e48-c60e125dcb61" }, "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "693.5479215314126" ] }, "metadata": {}, "execution_count": 58 } ] }, { "cell_type": "code", "source": [ "TL = TunerLoop(ring, MC, gain=0.2, avering_period=Ts, offset=0)\n", "MC.feedback.append(TL)" ], "metadata": { "id": "zBjZh67JqNFX" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "for i in tqdm(range(3000)):\n", " long.track(mybeam)\n", " rad.track(mybeam)\n", " MC.track(mybeam)\n", " MCmon.track(mybeam, MC)\n", " if i == 500:\n", " for i in range(ring.h):\n", " mybeam[i].current=mybeam[i].current*1.05 # 5 % current increase\n", "meanVc = np.mean(MC.cavity_phasor_record)\n", "print(f\"\\n Residual error: amplitude {np.round((1-np.abs(meanVc)/MC.Vc)*100,3)} % & phase {np.round((1-np.angle(meanVc)/MC.theta)*100,3)} %\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "eded314f-20ae-4b74-9df5-72c7f678e2c7", "id": "q-tE7WUiqNFX" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "100%|██████████| 3000/3000 [01:18<00:00, 38.39it/s]" ] }, { "output_type": "stream", "name": "stdout", "text": [ "\n", " Residual error: amplitude -1.699 % & phase -1.144 %\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ "\n" ] } ] }, { "cell_type": "code", "source": [ "mybeam.current" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "n8qn05h-sAGr", "outputId": "86af85cb-ff60-4a1f-a205-a3a985e42d13" }, "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "0.21000000000000005" ] }, "metadata": {}, "execution_count": 61 } ] }, { "cell_type": "markdown", "source": [ "Because of the current increase, the beam loading voltage has increased:" ], "metadata": { "id": "jBM0p6f00_uW" } }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", show_objective=True)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "id": "CqrVNF29s8to", "outputId": "2012f9df-e55c-443b-d006-c400797c0907" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", phasor=\"beam\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "id": "ilqFAqPf05xE", "outputId": "99d0bc4d-6c18-4f11-bb70-8c35a478c73b" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "The cavity tuning angle `CavityResonator.psi` is controlled by the `TunerLoop` to keep the tuner difference constant:" ], "metadata": { "id": "TPx_FDHo0NKN" } }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", plot_type=\"tuner_diff\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 451 }, "id": "4k4nXrqawuBO", "outputId": "4692b4fa-664a-4d09-d83d-f25fea42f7c0" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "# Current ramp-up with ProportionalIntegralLoop and TunerLoop" ], "metadata": { "id": "VYRSgRKz0p2F" } }, { "cell_type": "markdown", "source": [ "To keep both the cavity voltage and tuning constant during a current ramp-up, both `ProportionalIntegralLoop` and `TunerLoop` can be used at the same time:" ], "metadata": { "id": "w9dcvyA70yZl" } }, { "cell_type": "code", "source": [ "mybeam, MC, MCmon = restart(I0=0.2, tot_turns=3000)\n", "MC.init_phasor(mybeam)" ], "metadata": { "id": "AtkYcNVR2gLG" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "PIL = ProportionalIntegralLoop(ring, MC, gain=[1.5, 2e4], sample_num=5, every=5, delay=0)\n", "MC.feedback.append(PIL)" ], "metadata": { "id": "9Atz6tDh2mFe" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "TL = TunerLoop(ring, MC, gain=0.2, avering_period=Ts, offset=0)\n", "MC.feedback.append(TL)" ], "metadata": { "id": "u9PzPmVj2gLH" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "MC.feedback" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "62YQ1Yxg2oXM", "outputId": "dba96e0c-d026-4da4-81f1-16a4def89d3a" }, "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "[<mbtrack2.tracking.rf.ProportionalIntegralLoop at 0x7e8c5d5ea470>,\n", " <mbtrack2.tracking.rf.TunerLoop at 0x7e8c5d5e9900>]" ] }, "metadata": {}, "execution_count": 70 } ] }, { "cell_type": "code", "source": [ "for i in tqdm(range(3000)):\n", " long.track(mybeam)\n", " rad.track(mybeam)\n", " MC.track(mybeam)\n", " MCmon.track(mybeam, MC)\n", " if i == 500:\n", " for i in range(ring.h):\n", " mybeam[i].current=mybeam[i].current*1.05 # 5 % current increase\n", "meanVc = np.mean(MC.cavity_phasor_record)\n", "print(f\"\\n Residual error: amplitude {np.round((1-np.abs(meanVc)/MC.Vc)*100,3)} % & phase {np.round((1-np.angle(meanVc)/MC.theta)*100,3)} %\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "f777d168-ef69-4871-baa9-9481d5a6bf61", "id": "QuzCaHR92gLH" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "100%|██████████| 3000/3000 [01:17<00:00, 38.62it/s]" ] }, { "output_type": "stream", "name": "stdout", "text": [ "\n", " Residual error: amplitude 0.73 % & phase 0.427 %\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ "\n" ] } ] }, { "cell_type": "code", "source": [ "mybeam.current" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "eb1ff959-fd73-4346-f8e9-6b9750a9d135", "id": "ET4_VIt02gLH" }, "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "0.21000000000000005" ] }, "metadata": {}, "execution_count": 72 } ] }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", show_objective=True)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "outputId": "f44e962c-63fe-4a8e-caf4-0fbd19d1e8a2", "id": "qWZHbpyO2gLH" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", plot_type=\"tuner_diff\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "outputId": "b4a11c50-fb67-475f-ec7b-930c17a4bf5b", "id": "YJkOHU8t2gLI" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "# DirectFeedback" ], "metadata": { "id": "v2dkegBlUbKZ" } }, { "cell_type": "markdown", "source": [ "The `DirectFeedback` is a direct RF feedback (DFB) [2,3] aiming to **reduce the effective shunt impedance seen by the beam** to fight against instabilities. It works by using a PI controller via generator current `Ig` to take into account the cavity response [1].\n", "\n", "In fact, the `DirectFeedback` inherits from `ProportionalIntegralLoop` so all\n", "mandatory parameters from `ProportionalIntegralLoop` should be passed as\n", "kwargs when initializing a `DirectFeedback` object.\n", "\n", "To avoid cavity-beam unmatching (large synchrotron oscilation of beam),\n", "the `CavityResonator` generator parameters should be set before\n", "initialization.\n", "\n", "The `DirectFeedback` important inputs are:\n", "+ `DFB_gain` is the DFB gain.\n", "+ `DFB_phase_shift` is the DFB phase shift.\n", "+ `gain`,`sample_num`, `every` and `delay` for the `ProportionalIntegralLoop` must be specified.\n", "+ `DFB_sample_num`, `DFB_every`, `DFB_delay` are analog to their definitions in `ProportionalIntegralLoop` but the `DirectFeedback`. If not specified they take the same values as `sample_num`, `every` and `delay`.\n", "\n", "---\n", "\n", "The DFB induces a new generator voltage phasor component $\\tilde{V}_{g,DFB}$ which tends to reduce the effect of the beam loading, see [2,3] for more details.\n", "\n", "During the `CavityResonator.track` call, at each `DFB_every` RF bucket:\n", "+ The `cavity_phasor` is computed as the mean over `DFB_sample_num` buckets.\n", "+ The following calculation are done:\n", " + `Vg_DFB = DFB_gain * cavity_phasor * exp(1j*DFB_phase_shift)`.\n", " + `Ig_DFB = Vg2Ig(Vg_DFB)` where `Vg2Ig` is a function to go from generator voltage to generator current.\n", "+ `Ig_DFB` is applied after `DFB_delay` RF buckets.\n", "+ The total `Ig` is then transformed back to generator voltage and modifies `Vg` and `theta_g`.\n", "\n", "See [1] for the description on how to go from `Ig` to `Vg` and opposite." ], "metadata": { "id": "-8dqawid61Bd" } }, { "cell_type": "markdown", "source": [ "## DC Robinson instability" ], "metadata": { "id": "ctDxAvsEEhw3" } }, { "cell_type": "markdown", "source": [ "The DC Robinson instability is a well known instability which leads to a loss of phase focusing if the beam loading voltage is too high compared to the generator voltage.\n", "\n", "To illustrate this instability, we can track a 1 A beam and look at the results:" ], "metadata": { "id": "1_mRMSDGIF_W" } }, { "cell_type": "code", "source": [ "from mbtrack2 import BeamMonitor, plot_beamdata" ], "metadata": { "id": "4cqFXUfgEhw_" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "I0 = 1.0\n", "mybeam, MC, MCmon = restart(I0=I0, tot_turns=3000)\n", "MC.init_phasor(mybeam)\n", "beammon = BeamMonitor(ring.h, 10, 1, 300)" ], "metadata": { "id": "nYFK3qhBEhw_" }, "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "source": [ "Check DC Robinson stability:" ], "metadata": { "id": "2kugo8ivIPl-" } }, { "cell_type": "code", "source": [ "MC.is_DC_Robinson_stable(I0)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "_ha4aUF_IOkp", "outputId": "7759967c-df0e-4830-e4b6-ae06747e58b0" }, "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "False" ] }, "metadata": {}, "execution_count": 99 } ] }, { "cell_type": "code", "source": [ "for i in tqdm(range(3000)):\n", " long.track(mybeam)\n", " rad.track(mybeam)\n", " MC.track(mybeam)\n", " MCmon.track(mybeam, MC)\n", " beammon.track(mybeam)\n", "meanVc = np.mean(MC.cavity_phasor_record)\n", "print(f\"\\n Residual error: amplitude {np.round((1-np.abs(meanVc)/MC.Vc)*100,3)} % & phase {np.round((1-np.angle(meanVc)/MC.theta)*100,3)} %\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "2f58f6be-bce1-453b-8dab-fca8e66cc7a2", "id": "Je24o9uvEhxA" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "100%|██████████| 3000/3000 [00:57<00:00, 52.02it/s]" ] }, { "output_type": "stream", "name": "stdout", "text": [ "\n", " Residual error: amplitude 25.229 % & phase -48.969 %\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ "\n" ] } ] }, { "cell_type": "markdown", "source": [ "The beam center of mass goes to infinity very fast in DC Robinson conditions:" ], "metadata": { "id": "CyU-RhCsIbkd" } }, { "cell_type": "code", "source": [ "fig = plot_beamdata(\"save.hdf5\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "outputId": "6a92b71a-21ca-4180-c5a0-ab236e2ed602", "id": "cl2tYCceEhxA" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 1 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", show_objective=True)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "outputId": "4161dc25-5f50-45ab-f6da-453c1735958b", "id": "CN2ibXpoEhxB" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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QikIkytmpondvfi4ri6dIuXw5Z3GFdF7eo0dAQEDOa52cclbR1qrF8+K5uPDFF9ragr0tQohm08Q9WcsbCuYIqch0dAB3d37873/83Lt3vMfu8mV+XLkCJCTkJEY+fly+DgMDoHHjnCHaZs2AKlV4AEgIqdAkkpyUmtQzV3IomCOEyLOwALp04QfAh2dfvZJfSSvd4SIigufGCw3lh5SdHZ+H16wZv23alM/NI4RUKJGRQGpqTj50UjIomCOEFE0k4hsq2tgArVvLPyeR8KDuypWcodo7d/i+tX//zQ9pHXXq8EUW0qN2bVpFS0g5d+sWv61fnw8EkJJBHy0hRHVaWnwXClfXnIUWqanAzZt8qPbqVR7oRUfznbbDw4E//+TlzM2BVq2Adu340bAhzb0jpJwJC+O3Hh6CNqPco2COEKJehoY8SGvVKufcq1fyiyyuXePz8A4f5gfAh2FbtwbatuXBnYcH/VeekDJO2jOXN0UmUS/6S0kIKXnW1kCPHvwAeB6827eBc+eA4GCe2PjDB+DIEX4AfAeL5s1z0qO0aMF78wghZQb1zJUOShpcgIqadJAQwWRn8+AuOJgHeCEhvOcuN21tHtD5+PDD3Z1WzBKiwV6+5GuhRCK+IY2RUclfs6J+f1PPHCFEeNrafIuxRo2AqVN5cHfnDh+SvXIFuHiRL7SQbk/2/fdA1apAz548rXyrVjQkS4iGkfbKubqWTiBXkdFSMkKI5tHW5pNsxo8H/P15SpQnT4B16wBfXz4v79kzYM0aoH17wNYWGDECOHQI+PhR6NYTQpAzX46GWEseBXOEkLKhenUe3B06BLx5w29HjAAsLYG3b3nQ5+cHWFkBffsCO3bkH6olhJQaWvxQeiiYI4SUPWIx76HbvJlPzDl7Fpg8mQ+9pqQA+/YBX3zBA7vOnYFff+W9ezRFmJBSQ4sfSg8tgChARZ1ASUiZxxjvDjhwgB/SfYSknJx4cNe5M09/YmkpRCsJKfeSknI2fXn1iv+/qjRU1O9vCuYKUFF/GQgpdx4/Bg4eBIKCgAsXgIyMnOdEIqBBAz7nrn17oE0bSn1CiJqEhvJ1SQ4OwPPnpXfdivr9TcOshJDyy8UF+PZb4PRp4N07nsNu0iS+tRhjPB3KqlV8rp2lJdCkCS9/9CjvWiCEqITmy5UuWstPCKkYjIyArl35AfC5dsHB/Dh7ls+pu3GDH8uW8VQnHTrwxRQ9e5beOBEh5QDNlytd1DNHCKmYbG2BAQOADRuAhw/5WND27cCoUYCzM5CVBZw4AYwdy8t26MBTo8TFCd1yQjQepSUpXTRnrgAVdcydEJLL48d8Vezevby3TkokAlq25D12vXsDjo7CtZEQDZSZCRgb8ymqkZH8/0alpaJ+f1PPHCGEFMTFBZgxA7h+nScsXraM7xHLGF9MMWUKT4XSvDl/LipK6BYTohHu3eOBnJkZTw9JSh4Fc4QQ8inVqwPffMO3F3v2DFi9GmjdmvfSXb7MF004O/MFFIsX8149Qiqoa9f4bZMmtH1yaaFgjhBClOHoyFfEhoQAsbHA2rV8Pp2WFh+O/f57oFYtwN0dmD8fCA8XusWElCppMNe0qbDtqEgomCOEEFXZ2QETJvDUJy9fAn/8wRMS6+gA//4LzJkD1K0LuLkBs2fzVCg0TZmUc9ev89smTYRtR0VCwRwhhKiDlRUwZgxw/DgQHw9s2QJ06wbo6QH37wM//cSTbtWqBcycyb/xKLAj5UxaGnDnDr9PPXOlh4I5QghRNwsLYPhw4PBhvpfR9u08V52+PhARAfz8M/+mq14dmDaNz8WTSIRuNSHFFhbGs/pYW9NC79JEwRwhhJQkMzNg8GC+V+zr18DOnUC/foChIfD0KbB8OdCiBV8ZO3kycP48kJ0tdKsJUUnuIVZa/FB6KJgjhJDSYmIC9O8P7N7NA7t9+4CBA/n52FhgzRq+R6yDA5+LFxJCQ7GkTKHFD8KgYI4QQoRgaMiTDgcG8qHYQ4eAoUN5T158PLB+PdC2LVCzJp9v9/Sp0C0m5JMomBMGBXOEECI0AwPA1xfYupUHdseOASNG8DT6T57wlbBOTkDHjnz+3cePQreYkHySkoAHD/h9WslauiiYI4QQTaKnB3TpAmzezNOdBATwPHYAcOYMMGQIYG8PfPUVT3VCiIa4eZPPCnB0BGxshG5NxULBHCGEaCojIx68nT7NtwubNw+oVg1ISAB++42nOvH05PntkpKEbi2p4GiIVTgUzBFCSFng5MSHW5884bns+vYFdHX5N+j//scTGI8YAZw9S2lOiCCkK1kpmCt9FMwRQkhZoqXFd5nYswd4/hxYuhRwdQVSUgB/fz4k6+TEExPTVmKkFOXek5WULgrmCCGkrLK25kmH79/n+enGjOGrYWNieGLiunUBLy++oIJSnJAS9PYt7zQGgMaNhW1LRUTBHCGElHUiEdCqFZ879/Il77Xz9QW0tfl8u65dgfr1+UrYrCyhW0vKocuX+a2rK1CpkrBtqYgomCOEkPLEwIDPpzt0CIiMBL7+miclvnePL6aoXRv4808gI0PolpJy5NIlftu8ubDtqKgomCOEkPKqWjVgxQo+7LpoEVC5Mg/wRo8GXFyAdev4zuiEFBMFc8KiYI4QQso7MzO+ICI6mu8Fa2sLPHsGTJwIODsDK1fyBRSEqCArC7h6ld9v0ULYtlRUFMwRQkhFYWQETJ3KZ6r/9hvP7hoXx885OQELF/IcdoQo4e5dIDkZMDUF3NyEbk3FRMEcIYRUNGIx75WLiAA2bgRq1ADevAFmzeJDs99/D7x+LXQrSRkhHWJt1oxnziGljz52QgipqPT0+Py5Bw+AHTt4KpPERGDxYh7UTZnCc9kRUoSyPF8uJCQEvr6+sLe3h0gkwsGDBz/5mrVr16JOnToQi8VwdXVFQEBAyTf0EwQP5tauXQsnJycYGBigWbNmuCodeC9AZmYm5s+fjxo1asDAwADu7u4ICgqSKzN37lyIRCK5o3bt2iX9NgghpOzS0QEGDQL+/Rc4eJCn8P/4EVi9ms+pGzMmJ4kYIXmU5WAuJSUF7u7uWLt2rULl169fj5kzZ2Lu3Lm4d+8e5s2bh4kTJ+Kff/4p4ZZ+AhPQzp07mZ6eHtu8eTO7d+8eGzNmDDM3N2fx8fEFlp8+fTqzt7dnR44cYZGRkWzdunXMwMCA3bx5U1Zmzpw5rG7duiwuLk52vH79Wql2xcTEMAAsJiamWO+PEELKJImEsRMnGGvbljGebpgxbW3GRoxgLCJC6NYRDRIfn/Mr8v690K0p3vc3AHbgwIEiyzRv3pxNmzZN7tzUqVNZy5Ytlb6eOgnaM7dixQqMGTMGI0aMgJubGzZs2ABDQ0Ns3ry5wPLbtm3D999/j65du8LZ2Rnjx49H165dsXz5crlyOjo6sLW1lR2VK1cush3p6elITEyUHUm0YTUhpCITiYBOnYDgYODCBaBLFyA7G9iyhWeFHTGCz7cjFZ40WbCbG2BuLmhT5CQlJcl9r6enp6ul3vT0dBgYGMidE4vFuHr1KjIzM9VyDVUIFsxlZGTgxo0b8PLyymmMlha8vLxwSdpnm0dhH+KFCxfkzj1+/Bj29vZwdnbG4MGD8ezZsyLbsnjxYpiZmckON1qOQwghXMuWfDuwS5dygjp/f558eMwYvuMEqbA0dYjVzc1N7nt98eLFaqnX29sbmzZtwo0bN8AYw/Xr17Fp0yZkZmbizZs3armGKgQL5t68eYPs7GzY2NjInbexscHLQv44eHt7Y8WKFXj8+DEkEglOnjyJ/fv3Iy4uTlamWbNm8Pf3R1BQENavX4+oqCi0bt26yN62mTNn4sOHD7IjnDanJoQQeZ99xoO6y5cBHx8e1G3aBNSsCSxYAKSmCt1CIgBNDebCw8Plvtdnzpyplnp//PFH+Pj44LPPPoOuri78/PwwbNgwALxDSiiCL4BQxurVq+Hi4oLatWtDT08PX375JUaMGCH3Afr4+KBfv35o0KABvL29cfToUSQkJGD37t2F1quvrw9TU1PZYWJiUhpvhxBCyp5mzYCjR/nwq6cnTzb84498+HX3bj59ilQIWVnAtWv8vqYlCzYxMZH7XtfX11dLvWKxGJs3b0Zqaiqio6Px7NkzODk5wcTEBFZWVmq5hioEC+YqV64MbW1txMfHy52Pj4+Hra1tga+xsrLCwYMHkZKSgqdPn+LBgwcwNjaGs7NzodcxNzdHrVq1EEHzOwghRH1atuTdMoGBQNWqPIVJ//6Atzfw6JHQrSOl4NYt3iFrbs5j+YpEV1cXVapUgba2Nnbu3Inu3btXzJ45PT09NG7cGKdPn5adk0gkOH36NJp/or/WwMAADg4OyMrKwr59++Dn51do2eTkZERGRsLOzk5tbSeEEAKeIXbgQJ6nbu5cQF8fOHkSqF8fmD2bpzch5VZICL9t3brsJgtOTk5GWFgYwsLCAABRUVEICwuTzbWfOXMmhg4dKiv/6NEjbN++HY8fP8bVq1cxYMAA3L17F4sWLRKi+TKCfvxTp07Fxo0bsXXrVty/fx/jx49HSkoKRowYAQAYOnSo3Dj3lStXsH//fjx58gTnz59Hly5dIJFIMH36dFmZadOm4dy5c4iOjsbFixfRq1cvaGtrY+DAgaX+/gghpEIQi4E5c/i+Tt7eQEYG8NNPPAnx0aNCt46UEGkw16aNsO0ojuvXr8PDwwMeHh4AeFzi4eGB2bNnAwDi4uLkFlFmZ2dj+fLlcHd3R6dOnZCWloaLFy/CyclJiObL6Ah58f79++P169eYPXs2Xr58iYYNGyIoKEi2KOLZs2dy3ZZpaWmYNWsWnjx5AmNjY3Tt2hXbtm2Dea710M+fP8fAgQPx9u1bWFlZoVWrVrh8+bKgY9mEEFIh1KzJF0ns28d3j4iKArp1A3r1Alat4sOxpFyQSIDz5/n9shzMtWvXDqyIeZ7+/v5yj+vUqYNbt26VcKuUJ2JFvYsK6vnz53B0dERMTAyqVKkidHMIIaTsSUoC5s3jQVx2NmBoyHvvvv4a0NUVunWkmO7cARo0AIyMgPfvNedHWlG/v8voKDchhBCNZmICLFvGZ8m3bMlnyn/3HdCwYc74HCmzpL1yLVpoTiBXkVEwRwghpOTUr8+Dty1bgMqVgfBwoF07YNo0QE1Z+Unpy734gQiPgjlCCCElS0sLGD4cePgQGDmS56Jbvhxo2pSP15EyhbHysfihPKFgjhBCSOmwsAD+/BP4+2/AyooHck2aACtW8Bn1pEyIjATi4gA9PZ43mgiPgjlCCCGlq0cPHsh168bTmHzzDdCpExATI3TLiAKkvXKenjwrDREeBXOEEEJKn40N8M8/wIYNfKXrmTN8eWQRWy8SzUBDrJqHgjlCCCHCEImA//2Pr3ht2hRISOBbgo0bR7tHaDAK5jQPBXOEEEKEVasWEBoKfP89D/B+/x1o1oxvE0Y0SkwMzwWtpQV8YudNUooomCOEECI8XV1g4ULg+HHA2jpnccS2bUK3jORy5gy/bdIEMDUVti0kBwVzhBBCNEenTkBYGNChA5CSAgwdCowYwe8TwZ0+zW87dBC2HUQeBXOEEEI0i50dcOIE3w5MSwvw9+dz6u7eFbplFRpjOT1zHTsK2xYij4I5QgghmkdbG5g9m3cF2dkB9+/zgG7TJh5VkFL36BEQG8vzy7VoIXRrSG4UzBFCCNFc7doBt28DXboAaWnAmDHA4MFAUpLQLatwpL1yLVrwbDJEc1AwRwghRLNZWQFHjgA//8x77P76C2jUiKc0IaWG5stpLgrmCCGEaD4tLeC773iSM0dHICKC58YIDBS6ZRWCRAKcPcvv03w5zUPBHCGEkLKjRQu+2rVbNyA9nQ+5/vAD7e1awm7fBt69A4yN+dRFolkomCOEEFK2WFgAf/8NzJjBHy9aBPTuDSQnC9uuckw6X65NG54SkGgWCuYIIYSUPdrawOLFQEAAX175999Ay5bA06dCt6xcovlymo2COUIIIWXXkCFAcDBgYwP8+y+fR3f7ttCtKlcyM3P2Y6X5cpqJgjlCCCFlW/PmwNWrQL16QFwcHwuUjguSYrt8mW/AYWkJNGggdGtIQSiYI4QQUvZVrQqcP88DucREnpdu506hW1UuHD/Obzt14ouKieahHwshhJDywdycRx59+/KxwYEDgZUrhW5VmScN5ry9hW0HKRwFc4QQQsoPAwPeI/fVV/zx1KnAt9/SFmAqevMGuHGD3+/cWdi2kMJRMEcIIaR80dYGVq8Glizhj5ct48Ed5aJT2smTPA6uXx+wtxe6NaQwFMwRQggpf0QiYPp0YONGfn/tWmDcOArolERDrGUDBXOEEELKr9GjAX9/PnN/40Zg1CggO1voVpUJjAEnTvD7FMxpNgrmCCGElG9DhwLbt/PhV39//jgrS+hWaby7d3mmF7EYaNVK6NaQougoVGrNGuVrHjECMDFR/nWEEEKIug0cyHeKGDAACAzkq1137KC9qYogHWJt25avKyGaS7FgbsoUoEoV/r8aRcTEAN27UzBHCCFEc/TpA+zbx1OX7NnDxxEDAymgKwTNlys7FAvmAOD6dcDaWrGyFMQRQgjRRD16AAcPAr16AXv38sURgYGAjuJfhxVBairPwQxQMFcWKDZnbs4cwNhY8Vq//x6wsFCxSYQQQkgJ6tqV99Dp6vIeusGDaQ5dHmfOAOnpfGON2rWFbg35FMX+KzJnjnK1zpypQlMIIYSQUtK9O7B/P9C7N7B7N++h276deuj+c/gwv+3enX80RHXK9m2JRMDNm0C1aoq/RvHf2iZN+BLvQYMAU1PlWkYIIYRomu7deQ9dnz7Arl18gcTWrRU+emFMPpgjxZOQAKxaBZiZfbosY8CECcpnz1E8mHN35wkYv/mG/09m1CigXTvlrkYIIYRoEl9fPtTapw+wbRvf5uDnn4VulaBu3wZiYwFDQ6B9e6FbUz4MGKD4sgPpTnTKUDzP3J9/Ai9f8izaMTFAx45AzZrAokX8p04IIYSURX5+wKZN/P6SJcCvvwrbHoEdOcJvvbwoJYk6SCSKB3IAkJQEODsrdw3lkgYbGgLDhwPBwcCjRzzU/P13wMkJ6NaNzz8ghBBCyprhw4GFC/n9yZP5StcKioZYyx4RY4wVqwbG+JyD//2PDwyXg21Snj9/DkdHR8TExKBKlSpCN4cQQkhpYAz48ktg3Tq+7UFICJ8vXoG8egXY2vKP4vlzwMFB6BYpRxO/vw8dUrxsjx6qXaN4y3aCg4EtW3gwp6MDjBlTrOoIIYQQwYhEfMej6Gjg6FH+zXrtWtmLaIrh2DEeyDVqVKHedonq2VP+sUjEP+Pcj6VU7Q9Tfm/W58+BBQv4fLkOHfgv/bp1fAO3DRtUawUhhBCiCbS1gb/+AurW5d9rPXoAKSlCt6rU0BCr+kkkOceJE0DDhjxoTkjgx9GjPHgOClL9GooHc7t3A126ANWrA+vXA59/zufNnTvHNy0Wi1VvBSGEEKIpTE2Bf/4BKlfmCb+GDePfxOVcRkbOFl4VJZgLCQmBr68v7O3tIRKJcPDgwU++ZseOHXB3d4ehoSHs7OwwcuRIvH37VqHrTZkCrF7Nd9UwNeWHtzewYgUwaZLq70PxYO6LL3jAduAAX826aBHvnSOEEELKm+rV+fednh6fSjR7ttAtKnHBwXwlpY0N0Lix0K0pHSkpKXB3d8fatWsVKh8aGoqhQ4di1KhRuHfvHvbs2YOrV69ijILTzCIjAXPz/OfNzPhAp6oUnzP3/Llya2sJIYSQsqxVK2DjRt4zt3Ah39fqiy+EblWJkSak8PMDtJSfhKVRkpKSkJiYKHusr68PfX39fOV8fHzg4+OjcL2XLl2Ck5MTJv3XjVa9enX873//w5IlSxR6fdOmwNSpPKWhjQ0/Fx8PfPst4OmpcDPyUfzH9eABX9nzqYMQQggpL4YOBWbM4PdHjQIuXRK2PSUkOxuQjjD27i1oU9TCzc0NZmZmsmPx4sVqqbd58+aIiYnB0aNHwRhDfHw89u7di65duyr0+s2b+VTMqlX54GbNmvx+bCxP56sqxXvm2rXLWXJRWDYTkahcpCYhhBBCZBYu5B0aBw/ypYlXryq3cWYZcPky7yEyMysfuz6Eh4fDIddy3IJ65VTRsmVL7NixA/3790daWhqysrLg6+ur8DBtzZrAv/8CJ0/yXykAqFOHJ2guzi5yigdzlSoBJiY8seKQIXxiKCGEEFLeaWnxcbHWrYGwML4FWGgo/04sJ6RDrN2782mCZZ2JiQlMS2Af+fDwcEyePBmzZ8+Gt7c34uLi8O2332LcuHH4U8GuNZEI6NyZH+qieDAXF8cng27eDPzyC9C1K+9y7tKlwm9KTAghpJwzNubZXz09gTt3gEGDeE+dtrbQLSs2xvjXO1A+hlhL0uLFi9GyZUt8++23AIAGDRrAyMgIrVu3xoIFC2BnZ/fJOlJSeCKQZ8/4CuLcVF3Rqngwp6cH9O/Pj2fPAH9/nik7PZ1PDp03jycOJoQQQsojR0fg77+Btm15QrYZM4ClS4VuVbHdvg1ERfF9WL29hW6NZktNTYVOnlhH+7+AXpENtW7d4n1hqak8qLOwAN684bulWlurHsyptl6lalW+TPvUKaBWLeDnn4Fcq0YIIYSQcsnTk+98BADLlgEBAcK2Rw2kQ6xdugBGRsK2pbQlJycjLCwMYWFhAICoqCiEhYXh2bNnAICZM2di6NChsvK+vr7Yv38/1q9fjydPniA0NBSTJk2Cp6cn7O3tP3m9r7/mo/Tv3/Nsb5cvA0+f8lQwy5ap/j6UD+bS04HAQD5br149PnfuyBEeXhJCCCHl3YABwI8/8vvjxgF37wrbnmKSDrH26iVsO4Rw/fp1eHh4wMPDAwAwdepUeHh4YPZ/eQXj4uJkgR0ADB8+HCtWrMBvv/2GevXqoV+/fnB1dcV+aUT8CWFhwDff8GmY2to8pHJ05LPXvv9e9fchYor0CwJ89c6WLcDOnYCTEzBiBM+3Uw6DOE3cqJcQQogGyc4GfHz4ssTatfkersbGQrdKaY8eAa6ufJZUfHzZ/0rX9O9vKyvg4kXAxYUPbP76Kx/afvCA986punOc4pPcPvuMD69OmpSTGvrChfzlevRQrSWEEEJIWaGtDWzfDnh48G/iceP4itcytiBw1y5+27Fj2Q/kygIPDx73u7jwqZezZ/M5c9u28cFOVSm3YuHZM+Cnnwp/nvLMEUIIqSisrfloVfv2wI4d/HbUKKFbpTDGgL/+4vcHDhS2LRXFokV8yzSApy8cOhQYP54Hd5s3q16v4nPmJJJPHxTIEUIIqUhat+bfygAweTIQESFse5Rw9y5w/z5PVtGzp9CtKf8Y4/F/8+b8sbU1EBTE14/euAG4u6tedxnffY0QQggR2LRpfJeklBSeVD8rS+gWKWTnTn7r48N3fiAlizG+A0RMjPrrViyYO3QIyMxUvNajR4GPH1VsEiGEEFKGaGsDW7fyiOjyZT6WpuEYywnmBgwQti0VhZYWH059+7YE6laoVK9eQEKC4rUOGMB3jCCEEEIqgqpVgXXr+P3584ErV4RtzyfcuAE8ecKT1fr6Ct2aiuPnn4Fvv1V/NhvFgjnG+J6svXsrdqSlKdyAtWvXwsnJCQYGBmjWrBmuXr1aaNnMzEzMnz8fNWrUgIGBAdzd3REUFFSsOgkhhBC1GDSId2ZkZ/PUXcnJQreoUNJeOV/fipcoWEhDh/JMb+7uPGmwhYX8oSrFVrMOG6ZcrYMHAwpscLtr1y5MnToVGzZsQLNmzbBq1Sp4e3vj4cOHsLa2zld+1qxZ2L59OzZu3IjatWvj+PHj6NWrFy5evChL+KdsnYQQQojarFvH03ZFRPDssL//LnSL8pFIclKS0BBr6Vq1qmTqVTxpcAlo1qwZmjZtit9++w0AIJFI4OjoiK+++gozZszIV97e3h4//PADJk6cKDvXp08fiMVibN++XaU6C6LpSQcJIYRosDNneOI2gM8h9/ERtj15XLjAF+GamvJEwQYGQrdIfSrq97dgq1kzMjJw48YNeHl55TRGSwteXl64dOlSga9JT0+HQZ7fOrFYjAv/JS9WpU5pvYmJibIjSZoEhhBCCFFWhw48TQkAjB7NN+LUINIh1l69ylcgp6mU3bpelRBEsGDuzZs3yM7Oho2Njdx5GxsbvHz5ssDXeHt7Y8WKFXj8+DEkEglOnjyJ/fv3I+6/xRaq1AkAixcvhpmZmexwc3Mr5rsjhBBSoS1axJcuvngBTJkidGtkMjOBPXv4fRpiLR2VKgGvXile3sGBL05RhnI7QAhs9erVGDNmDGrXrg2RSIQaNWpgxIgR2FyctMkAZs6cialTp8oex8bGUkBHCCFEdYaGPF1Jq1ZAQADQp49GbHd54gQPLKytc0aCScliDNi0SfGte5XJBCclWDBXuXJlaGtrIz4+Xu58fHw8bG1tC3yNlZUVDh48iLS0NLx9+xb29vaYMWMGnJ2dVa4TAPT19aGvry97nKhsnyghhBCSV/PmPKHwL78AY8cCLVsClpaCNmnrVn47aBCgqytoUyqMqlWBjRsVL29rq/zPpnjDrEqkIMlLT08PjRs3xunTp2XnJBIJTp8+jebSvS4KYWBgAAcHB2RlZWHfvn3w8/Mrdp2EEEKI2s2bB7i58ZUGuRbvCeH9e74HAMBTZJDSER0NREUpdzg6KncN5YM5iQT46Sc+qGtsnDOw++OPwJ9/KlXV1KlTsXHjRmzduhX379/H+PHjkZKSghEjRgAAhg4dipkzZ8rKX7lyBfv378eTJ09w/vx5dOnSBRKJBNOnT1e4TkIIIaTUGBjw7jBtbZ4PRDphTQC7dwPp6UD9+kDDhoI1g5QA5YO5BQsAf3/ebaynl3O+Xj0+KKyE/v37Y9myZZg9ezYaNmyIsLAwBAUFyRYwPHv2TLa4AQDS0tIwa9YsuLm5oVevXnBwcMCFCxdgbm6ucJ2EEEJIqWrSBJB2TEyYoNxseDUKCOC3Q4cCIpEgTSAlRPk8czVr8iSIHTsCJibA7duAszPw4AGfH6BhS7BVUVHz1BBCCCkhGRmApyf/zuzVC9i3r1QjqsePgVq1+P6gz58DdnaldulSVVG/v5XvmYuN5QFdXhKJakswCCGEkPJOT48Pt+rqAgcOAH//XaqX37aN33buXH4DuYpM+WDOzQ04fz7/+b17gf+21CKEEEJIHu7ufJd1APjqq1Lbu1UiyQnmaOFD+aR8MDd7NvDll8CSJfw3ZP9+YMwYYOFC/hwhhBBCCvbDD0D16nysc+7cUrnk+fN8RaWpKdCzZ6lckhTh/Hngiy/4zLTYWH5u2za+zZqqlA/m/PyAf/4BTp0CjIx4AHf/Pj/XqZPqLSGEEELKO0NDYO1afn/VKj6HroRJc8v16weIxSV+OVKEffsAb2/+c7h1i68uBoAPH/imIapSLc9c69bAyZN8RU5qKg8nO3dWvRWEEEJIReHjwyOr7Gxg3Dg+ylVCEhN5RhQAGD68xC5DFLRgAbBhA08inDsxcMuWwM2bqtcr2N6shBBCSIW1ciXPCHH5snLbAygpMJD3udSpwwMGIqyHD4E2bfKfNzMDEhJUr1f5YK5SJcDCIv9hackTCbdtC2zZonqLCCGEkPLOwYF30wDA998D796VyGWkceKYMZRbThPY2gIREfnPX7jAs7ypSrUFEFpaQLdufJuSefP4fS0tvlVJrVrA+PEl+j8NQgghpMybMIFvx/DuXYksILxxgw/d6ekBQ4aovXqigjFjgMmTgStXeHD94gWwYwffwnf8eNXr1VH6FRcu8P9NjBsnf/7334ETJ/jsvgYNgDVreKsJIYQQkp+ODv+ubN8eWL8eGDuWf3+qibRPpU8foHJltVVLimHGDD5FsmNHPvzdpg2gr8+Dua++Ur1e5XeAMDYGwsLyJw6OiOCbvSUnA5GR/BcyJUX1lgmoomaQJoQQIoB+/Xiu1nbtgDNn1DIempwM2NsDSUm8yvbti9/MsqCsfH9nZPCwKTmZp+81Ni5efcoPs1pY8DQkef3zD38O4EGciUnxWkYIIYRUBMuWAQYGQHAwH91Sg127eCBXsyaPEYlm0dPjQVzt2jzT2/37xatP+WHWH3/kA7tnz/J95gDg2jXg6FG+3hbgaUvati1eywghhJCKoFo1YPp0YP584JtvgK5deT46FTGW83VMCx80y+ef86HVL78EPn4EmjYFoqL4z2znTj4krgrle+bGjAHOneMJg/fv54ehIT83ahQv8803OYltCCGEEFK0774DHB2BZ8+ApUuLVdXVq8D163wu1ogRamofUYuQEJ6qF+Bb9EokPCXJmjU5i5tVoXzPHMCT1VDCGkIIIUQ9DA15EDdgAPDzzzwKq1pVpap++43fDhgAWFmpsY2k2D58yJmRFhTEe+IMDXlSEOm2vaooXtLgtDSeXjr3QQghhBDlScfg0tL4lCYVxMfnDIx9+aUa20bUwtERuHSJLy0ICsrZPOv9ez5tUlXKB3Opqfw3xNqaD7VWqiR/EEIIIUR5IhFfDAHwndfDwpSuYuNGIDMT+OwzoEkT9TaPFN+UKcDgwUCVKny1sXRxSkgITzmoKuWDuW+/5euc16/nA/KbNvHEwfb2QECA6i0hhBBCKrqmTYH+/fmM+O++U+qlmZn8qxmgXjlNNWEC38Ft82aetlfrvyjM2bl4c+aUzzNXtSoP2tq1A0xNeXrpmjX5/yL++ouvai3jykqeGkIIIeVQZCTfTDUzkyfj79RJoZft2cNHam1s+DoKPb0SbqcGqqjf38ovgHj3LmcDMVPTnP3kWrUq3l4UhBBCCAFq1OBdOKtX85QlN27kdOEU4ddf+e3YsRUzkCsrnj8HDh3iAXdGhvxzK1aoVqfywZyzM0+KUrUqz3a3ezfPN/fPP4C5uWqtIIQQQkiOWbOALVv4vLldu4CBA4ssfvs2cP483yEs726bRHOcPg306MFDqQcPgHr1gOhoPqreqJHq9So/Z27ECP5bA/BNxtau5Uswvv66eOtqCSGEEMJVrpzznTp3LpCVVWTxVav4be/efAo70UwzZ/J9WO/c4aHTvn1ATAzfZ6FfP9XrVX7OXF5Pn/Iu4Jo11bpBsJAq6pg7IYQQDZKYCFSvzqczBQQAQ4YUWOzFC8DJiU+xu3wZaNasdJupSTT9+9vEhHe21qjBE4BcuADUrcv7yPz8eC+dKpTvmQsIANLTcx5Xq8b/K1C7Nq1mJYQQQtTF1DSnd27evEJ75379lQdyrVpV7ECuLDAyypknZ2fH17pIvXmjer2qDbN++JD/fFIS7RtCCCGEqNOXX/JtHCIjedaIPJKSctKRTJtWym0rB0JCQuDr6wt7e3uIRCIcPHiwyPLDhw+HSCTKd9StW1eh6332Ge+NA/gWvN98AyxcCIwcyZ9TlfLBHGMF79r7/DlgZqZ6SwghhBAiz9g4J9/c/Pm8Cy6XP//k/Su1agG+vgK0r4xLSUmBu7s71q5dq1D51atXIy4uTnbExMTAwsIC/RSc8LZiRU7v6bx5QMeOfH2LkxP/WapK8dWsHh48iBOJ+NV1cr00O5uvcO3SRfWWEEIIISS/8eP5vq3R0Xw606hRAPio68qVvMg33yiUvaTCSEpKQmKuLUb19fWhr6+fr5yPjw98fHwUrtfMzAxmuTquDh48iPfv32OEgiOT0sxuAB9y3bBB4UsXSfFgrmdPfhsWBnh78/8tSOnp8bCyTx/1tIoQQgghnKEhzzf3zTfAzz8Dw4cD2trYu5fnKrOyKnRtRIXl5uYm93jOnDmYO3eu2q/z559/wsvLC9WqVVPqdRkZwKtXgEQif75qVdXaoXgwN2cOv3Vy4luNFGdHWEIIIYQobuxYPrkqIgLYswes/wAsXcqf+vJLQCwWtnmaJjw8HA4ODrLHBfXKFdeLFy9w7NgxBAYGKvyaR494x+rFi/LnpTPYsrNVa4vySYOHDVPtSoQQQghRjbEx36V99mxg0SKctuyPmzdFEIv5ZhFEnomJCUxNTUv0Glu3boW5uTl6SkcuFTBiBJ+ldvgwX81a0BIEVSgWzFWqpPgVpdt7EUIIIUR9vvySz527cwc/ff0OgCVGj+b5hUnpYoxh8+bNGDJkCPSU2DstLIyn5q1dW73tUSyYk6aWJoQQQogwKlUCJkxAyJKLCLlnCT09hunT1dS1Q5Ry7tw5REREYNR/i1EU5eZWvHxyhVEsmKOhVUIIIUR4X3+Nn5Z2AiTAiM4vUKWKw6dfQwqVnJyMiIgI2eOoqCiEhYXBwsICVatWxcyZMxEbG4uAPJsi/Pnnn2jWrBnq1av3yWvkWlSLJUv4WpZFi4D69QFdXfmyqo4MKz9nDuAz9A4eBO7f54/r1uU7x2prq9YKQgghhHzSpSc2OCWxgQ4yMePddAA7hG5SmXb9+nW0b99e9njq1KkAgGHDhsHf3x9xcXF49uyZ3Gs+fPiAffv2YfXq1Qpdw9xcfqYaYzzDW26lvwAiIoKnLY6NBVxd+bnFiwFHR+DIEb7hGCGEEELU7qef+O1Q0XY4XQwErn8NNGkibKPKsHbt2qGoLer9/f3znTMzM0NqaqrC1zh7VpWWKUf5YG7SJB6wXb4MWFjwc2/fAl98wZ87ckTNTSSEEELI9evAsWM8OfBM33vA3wCWLwf++kvoppEitG1b8tdQPpg7d04+kAMAS0ueyLBlSzU2jRBCCCFSCxbw20GDgJrThgB/Lwf27OGjY05OgraNKO79e751l3SmmpsbT1mSO6xSlvKbf+jr851980pO5jtBEEIIIUStrl0D/v6bz6v6/nsA7u6AlxefZKXg3C0ivJAQHnevWcODuvfv+f3q1flzqlI+mOvenWeivnKFz9hjjPfUjRvHF0EQQgghRK2+/57ffvEFUKfOfyenTeO3mzYBCQlCNIsoaeJEvolWVBSwfz8/njwBBgzgz6lK+WBuzRo+Z655c76ll4EBH16tWZP+d0AIIYSo2enTwKlTPI3FvHm5nujcGahXj4+M/fGHYO0jiouI4Fvs5k7+oa0NTJ3Kn1OV8sGcuTnv6334ENi7lx8PHwIHDgBmZqq3hBBCCCFyGANmzuT3x43jw3EyIhGPDADemZKRUertI8pp1Chnrlxu9+/zkXNVKb8A4sIFoFUrwMWFH4QQQggpEQcO8PlyRkbADz8UUGDgQD4G++IFsHMnMHRoqbeRKG7SJGDyZN4L99ln/Nzly8DatXwd6b//5pRt0EDxekWsqAQrBdHTAxwc+C/QF1/wZRjlzPPnz+Ho6IiYmBhUqVJF6OYQQgipgLKy+Bf6/fvAjz8C8+cXUvDnn3n3XYMGfPNPde3eXgZp+ve31ifGQ0Ui1RIIK98zJ43+//qL/wI1aAAMHsyDOw384AghhJCyaNs2HshZWOSMphbof//j2YT//Rc4fx5o06bU2kiUExVVMvUqP2eucmXgyy+B0FAgMhLo1w/YupWvte3QQf0tJIQQQiqYlBTeGwfwTrcip6RXqsRHygDg119LvG1EddWqKX4oQ/lgLrfq1YEZM3gPXf36PKEwIYQQQopl6VK+a6aTE+8/+SRpoQMHgJiYkmwa0UCqB3OhocCECYCdHU9HXa8ebeVFCCGEFFNMDPDLL/z+0qU8A9gn1a8PtGvHJ1qtX1+SzSMaSPlgbuZM3iPXoQPw7BlfDv3yJR/c79KlBJpICCGEVBwzZgAfPwKtWwN9+ijxwq++4rcbNwJpaSXSNqKZlA/mQkKAb7/l/b+HD/OFD4aGJdA0QgghpGK5dAkIDOSrGVetUnJhao8eQNWqwJs3fKEiqTCUD+akw6uVK5dAcwghhJCKSSIBvv6a3x8xgieYVYqODv9+BvhCCCUzj5GSN2xY8fZgLUzxFkAQQgghRC127ODbnhsbAwsWqFjJ6NF8kt3Nm7ybj2iUDx8ALy++58KiRXyQUx0omCOEEEIElpDAZzABfEMHOzsVK7K05IsSAeC339TRNKJGBw/yAG78eGDXLr5a2ceH74yamal6vRTMEUIIIQKbPRuIjwdq1eKbrheLdKh13z7g7dtit42ol5UV/xnfvs17YmvWBIYMAezt+TD748fK10nBHCGEECKgmzf53pwAv9XXL2aFjRvzCXcZGUBAQLHbR0pGXBxw8iQ/tLWBrl2BO3f4LqkrVypXl/LBXEnN3iOEEEIqGImEd6RJJED//nw+lVqMHctv//iDFkJokMxM3mHavTvf5WHPHmDKFL5T6tatwKlTwO7dRezDWwjlg7mSmr1HCCGEVDB//smH2kxMgBUr1FjxwIGAkRHw4AFw4YIaKybFYWcHjBnDA7mrV4Hr14Fx4wBT05wy7dsD5ubK1at8MFdSs/cIIYSQCuTNG54gGADmzeNzptTG1JQHdADvnSMaYeVK3gu3di3QsGHBZczNgago5epVbc6cGmfvrV27Fk5OTjAwMECzZs1w9erVIsuvWrUKrq6uEIvFcHR0xNdff420XJmu586dC5FIJHfUrl1bpbdJCCGElJQpU4B37/hOXNLNG9RKOtS6Zw+/EBHc2bMF93ulpAAjR6peb/EWQBRz9t6uXbswdepUzJkzBzdv3oS7uzu8vb3x6tWrAssHBgZixowZmDNnDu7fv48///wTu3btwvfffy9Xrm7duoiLi5MdF6iLmRBCiAY5coTnldPSAjZt4vl+1a5JE979k57Ot9wkgtu6lW/VltfHj8Vbq6J8MKfG2XsrVqzAmDFjMGLECLi5uWHDhg0wNDTE5s2bCyx/8eJFtGzZEoMGDYKTkxM6d+6MgQMH5uvN09HRga2treyoTLtVEEII0RCJiXymEsC/Pj09S+hCIhGfoAUAW7aU0EWIIhIT+ZIDxoCkJP5Yerx/Dxw9Clhbq16/8sGcmmbvZWRk4MaNG/DKtXRHS0sLXl5euFRI1uoWLVrgxo0bsuDtyZMnOHr0KLp27SpX7vHjx7C3t4ezszMGDx6MZ8+eFdmW9PR0JCYmyo6kpKQiyxNCCCGqmjkTiIkBnJ2VX7WotIEDAT09Pi0qLKyEL0YKY24OWFjw+LpWLaBSpZyjcmU+xDpxour1K9+xu3Il0K8f3y6kqFZ/YvbemzdvkJ2dDRsbG7nzNjY2ePDgQYGvGTRoEN68eYNWrVqBMYasrCyMGzdObpi1WbNm8Pf3h6urK+Li4jBv3jy0bt0ad+/ehYmJSYH1Ll68GPPmzSuyvYQQQkhxnT8PrFvH72/cyBeclqhKlYCePfmI2ZYtwOrVJXxBUpCzZ3mvXIcOfHDTwiLnOT093j9WnAUwyvfMldTsPQUEBwdj0aJFWLduHW7evIn9+/fjyJEj+Omnn2RlfHx80K9fPzRo0ADe3t44evQoEhISsHv37kLrnTlzJj58+CA7wsPDS/R9EEIIqXg+fuRbpwL8tkOHUrrw8OH8dscOnkiYlLq2bYF27Xg/V8+e/LH0aN68+CuZle+Z27oV+PlnnhQnN+nsvULmu+VVuXJlaGtrIz4+Xu58fHw8bG1tC3zNjz/+iCFDhmD0f/8a6tevj5SUFIwdOxY//PADtLTyx6bm5uaoVasWIiIiCm2Lvr4+9HOl3E5MTFToPRBCCCGKmjkTePSIz1ZaurQUL9ypE79oXBxfedGrVylenPz7L1CvHl/s8uEDXydamAYNVLuG4j1zap69p6enh8aNG+P06dOycxKJBKdPn0bz5s0LfE1qamq+gE1bWxsAwArJcJ2cnIzIyEjYqbxrMSGEEFI8Z87kjHBu3qx8Uthi0dHh6cMAwN+/FC9MAL6g+M2bnPseHvw27+Hhofo1FO+ZMzfnM/eks/fyEol41kMlTJ06FcOGDUOTJk3g6emJVatWISUlBSNGjAAADB06FA4ODli8eDEAwNfXFytWrICHhweaNWuGiIgI/Pjjj/D19ZUFddOmTYOvry+qVauGFy9eYM6cOdDW1sZAafJEQgghpBR9+JAz0jluHNCliwCNGDYM+OUX3jMXHw/kma9OSk5UFE/PK71fEhQP5kpg9l7//v3x+vVrzJ49Gy9fvkTDhg0RFBQkWxTx7NkzuZ64WbNmQSQSYdasWYiNjYWVlRV8fX2xcOFCWZnnz59j4MCBePv2LaysrNCqVStcvnwZVtJPkhBCCClFkyfz1as1apTy8Gpubm48B8rVq0BgIE/wT0pFtWo5921sil4/qioRK2x8sjBPnwJVq/KeuHLq+fPncHR0RExMDKpUqSJ0cwghhJRRBw4AvXvz+VIhIUDLlgI2Zv16YMIEvuXE7dvl8ntc07+/TU35lMUvvgA6duS/F+qgWDX//gtIJPy+dPbev/8WfBBCCCEEr14B//sfvz99usCBHAAMGMBH0u7coZxzAtm6FUhNBfz8AAcHnjT6+vXi16vYMGvDhsDLl3yBQ8OGPJovqENPJAKys4vfKkIIIaQMY4xn63r9mq9QnDtX6BZBPuecv3/xZtwTlfTqxY+kJGDvXuCvv4DPPuMJpL/4Apg9W7V6FeuZyzt778kTfpv3ePJEtVYQQggh5cjq1Xytgb4+sH07v9UIlHNOI5iYACNGACdO8EFNIyOl15DKUaxnrjRm7xFCCCHlwM2bfFgVAFas4FPUNEbunHNBQUCPHkK3qEJKSwMOHeJrUYKCeGj17beq16f81Dtra77E+eTJnHl0hBBCCEFyMt8ONTOTj2iOHy90i/LQ0eFz5wDeO0dK1fHjPISyseG/GzY2vHfu6VO+H4OqlA/mSmr2HiGEEFLGffUV3+WhShXgzz81dMHo4MH89tAhnviflJpevXI2zHr5Evj9d6BNm+LXq3ww16sXsGcPTzq4aBEQHs5n79WqBcyfX/wWEUIIIWVQQABfV6ClxTu9cqdj1SiNGvHv7LQ0njulAgsJCYGvry/s7e0hEolw8ODBT74mPT0dP/zwA6pVqwZ9fX04OTlhs4JbmcbH8/Unfn6Arm4xG5+L6hlO1D17jxBCCCmjbt3KSUMye7Z6eltKjEiU0zsXGChsWwSWkpICd3d3rF27VuHXfP755zh9+jT+/PNPPHz4EH/99RdcXV0Vem3ube3T0uR3Ri1OJ6niO0Dkpe7Ze4QQQkgZ9O4d0KcP/1rs2hX48UehW6SAQYOAOXOAU6f4eJ+trdAtEoSPjw98fHwULh8UFIRz587hyZMnsPiv69XJyUnh16ekAN99x3vn3r7N/7yq2d2U75krqdl7hBBCSBkjkfBOrqgonits+3b1ZfUvUTVrAs2a8Tewa5fQrVG7pKQkJCYmyo709HS11Hvo0CE0adIEv/zyCxwcHFCrVi1MmzYNHz9+VOj106cDZ87wzTj09YFNm/igpr09H6ZXlWpz5kpi9h4hhBBSxsybxwenxGJg/36el7fMkA61lsNVrW5ubjAzM5MdixcvVku9T548wYULF3D37l0cOHAAq1atwt69ezFhwgSFXv/PP8C6dbwnV0cHaN0amDWLL0Eozo9B+WHW+Hj5QV9CCCGkAtq7N2fd3x9/AO7uwrZHaZ9/Dnz9NXDtGhARwXvryonw8HA4ODjIHuurKWuzRCKBSCTCjh07YGZmBgBYsWIF+vbti3Xr1kEsFhf5+nfveA8uwPdpffeO32/VqnhpbJTvmSup2XuEEEJIGXHtGjBkCL8/ZQrfiqnMsbEBOnTg9/fuFbYtamZiYgJTU1PZoa5gzs7ODg4ODrJADgDq1KkDxhieP3/+ydc7O/MheQCoXZvPnQN4j525uertUj6YS0kBvvySJw82MuJ9yrkPQgghpByLieEbJ6SlAd26AcuWCd2iYujbl9+Ws2CupLRs2RIvXrxAcnKy7NyjR4+gpaWFKlWqfPL1I0YAt2/z+zNmAGvX8k21vv66tHeAKKnZe4QQQoiGS04GfH35lPH69flG6draQreqGHr25Cs2btyokPurJycnIywsDGFhYQCAqKgohIWF4dmzZwCAmTNnYujQobLygwYNgqWlJUaMGIHw8HCEhITg22+/xciRIz85xArwoG3SJH7fywt48IAnBbl1C5g8WfX3oXwwV1Kz9wghhBANlp3NM3rcvs0Hp/75pxxMIbe2Btq14/f37RO0KUK4fv06PDw84OHhAQCYOnUqPDw8MHv2bABAXFycLLADAGNjY5w8eRIJCQlo0qQJBg8eDF9fX6xZs0al61erBvTuDTRoULz3ofwCiJKavUcIIYRosO++4wGcvj7w99/8i7hc6NuXj7jt3Vvh8sW2a9cOjLFCn/f39893rnbt2jh58qRS1zlzhs9Qu3yZh065ffgAtGgBbNjA+8dUoXzPXEnN3iOEEEI01Pr1wPLl/P7WrXwXy3Kjd2++K8TVqzxnLFG7VauAMWPyB3IAYGbGdw9ZsUL1+pUP5kpq9h4hhBCigQ4e5L0qAJ8i3r+/oM1RPxubnHyxFXCotTTcvg106VL4850782mLqlJ+mPXrr3PuS2fv3bjB89MUd9CXEEII0SAXLwIDB/KNEkaPLiNbdamiXz/g3Dk+1Dp1qtCtKXfi4wFd3cKf19EBXr9Wvf7ibzqirtl7hBBCiAZ5+JCvXJWmIFm/no9Glku9evE3d+kSoEC+NKIcBwfg7t3Cn//3X8DOTvX6FQ/mzpwB3NwKTgz84QNQty5w/rzqLSGEEEI0RFwcHxZ79w7w9OTbl+ooP5ZVdtjbA82b8/uHDgnblnKoa1feq5uWlv+5jx+BOXOA7t1Vr1/xYK6kZ+8RQgghGuDdO8DHB4iO5jOIDh/mOfLLPT8/fvv338K2oxyaNYv/XtWqBfzyC/+I//4bWLIEcHXlz/3wg+r1Kx7MlfTsPUIIIURgHz7wr7rbt/m6gKAgwMpK6FaVEmkwd/Ys/yCI2tjY8PmX9eoBM2fyUe1evYDvv+fnLlzgZVSleKdxSc/eI4QQQgSUnMznxl27BlSuDJw+DdSoIXSrSpGrKz8ePuRRbLlbtiusatWAo0eB9++BiAiAMcDFRT07oSreM1fSs/cIIYQQgXz8yPdbDQ3lKVNPnuRTwSscGmotcZUqAU2b8rmY6trSXvFgrqRn7xFCCCECSEnhq1bPnuXbcx0/DjRsKHSrBCIN5o4eBTIzhW0LUZjiw6yzZgH79/PZe19+ybtiAZ5nbu1avmldcWbvEUIIIaUsMZEPrV64ABgb8xjG01PoVgmoWTO+X+urVzzvnJeX0C0iClC8Z66kZ+8RQgghpejdOx6rXLiQM7TaqpXQrRKYtjbvpgRoqLUMUS5psHT23ps3wJUrfMfYN2/4uerVS6iJhBBCiHq9egW0b88XO1ha8lSq5Wq/1eLIPW+uiE3oieZQLQWidPYeIYQQUsa8eAF07MhnCdnaAqdOVdDFDoXp2BEQi4GYGJ6jpcJOICw7ir+dFyGEEFJGPH7Mh1IfPAAcHYGQEArk8jE05LljARpqLSMomCOEEFIhXL8OtGwJREXx/HEhITzPFykApSgpUyiYI4QQUu6dOAG0a8dz2zdqxPPJOTkJ3SoN1r07IBIBt24BsbFCt4Z8AgVzhBBCyrUdO3j6kZQUvno1OJiSL3ySlRVPUwLwRY5Eo1EwRwghpFxiDFi0CPjiCyArCxg4EDhyhCcGJgro2pXfHjkibDvIJ1EwRwghpNxJSwOGDMnJZf/118D27YCenrDtKlO6deO3p04B6enCtoUUiYI5Qggh5crLl3x+3I4dPAfu+vXAihWAFn3jKcfDg++5npLCd4MgGot+tQkhhJQbt27xNKhXrvCUqCdOAOPGCd2qMkokoqHWMoKCOUIIIeXC1q1AixbA8+d8+/ArV4AOHYRuVRknHWo9coR2g9BgFMwRQggp09LSeO/b8OH8vo8P322ScsipgZcXoKsLREbyjMtEI1EwRwghpMyKjgZatwZ+/52PCs6bBxw+DJibC92ycsLEBGjblt+noVaNRcEcIYSQMunQIaBxY76zg4UFcOwYMHs2LXRQu9xDrUQj0a88IYSQMiU1FRg/nu849e4dX/Bw8ybg7S10y8opaTAXEgIkJQnbFlIgCuYIIYSUGWFhQJMmwIYN/PE33wDnzwPVqgnarPLNxYUfmZnAyZNCt4YUgII5QgghGk8iAZYvBzw9gfv3efqzEyeAZcsAfX2hW1cBUIoSjUbBHCGEEI0WFwd06QJMm8Y7h/z8gH//BTp1ErplFYg0mDt+nFKUaCAK5gghhGisvXuB+vX56J5YzFetHjgAVK4sdMsqmNatAQMDIDaWd40SjaIjdAPKsuzsbGRmZgrdDEIIkdHV1YW2trbQzSi2d++Ar74CAgP5Yw8Pfr92bWHbVWGJxUCbNnxs+8QJwM1N6BaRXCiYUwFjDC9fvkRCQoLQTSGEkHzMzc1ha2sLkUgkdFNUcvQoMHo0H17V1gZmzgR+/BHQ0xO6ZRVc5845wdyUKUK3huRCwZwKpIGctbU1DA0Ny+wfTEJI+cIYQ2pqKl69egUAsLOzE7hFyklKAqZOBTZt4o9dXYGAAL7ogWgAb28+cTE4mG+1YWAgdIvIfyiYU1J2drYskLO0tBS6OYQQIkcsFgMAXr16BWtr6zIz5HriBPC///EdHQDe8bNoER/dIxqibl2+jDguDggNBTp2FLpF5D+0AEJJ0jlyhoaGAreEEEIKJv37VBbm9L5+DQwZwjt9oqN5vrizZ4GVKymQ0zgiER9qBXj0TTQGBXMqoqFVQoimKgt/nxjjQ6h16gDbt/M4YdIk4M4doF07oVtHCiXdZuP4cWHbQeTQMCshhJBS9egR8OWXOZsJNGgAbNxIc+PKBC8vfnv7NvDyJWBrK2x7CADqmSNqFh0dDZFIhLCwMKGbko+/vz/Mzc2Fbkahhg8fDpFIBJFIhIMHD5botebOnSu71qpVq0r0WoRIJSTwBQ516/JAzsAAWLwYuH6dArkyw8oKaNSI3z91Sti2EBnBg7m1a9fCyckJBgYGaNasGa5evVpk+VWrVsHV1RVisRiOjo74+uuvkZaWVqw6K4qXL1/iq6++grOzM/T19eHo6AhfX1+cPn1abddwdHREXFwc6tWrBwAIDg6GSCTSyDQuc+fORcOGDYVuhpwuXbogLi4OPj4+snPSoOvy5ctyZdPT02FpaQmRSITg4GDEx8dDV1cXO3fuLLDuUaNGodF/f4SnTZuGuLg4VKlSpeTeDCH/ycoC1q8Hatbkc+Gysvje7XfuADNmALq6QreQKEU6b46GWjWGoMHcrl27MHXqVMyZMwc3b96Eu7s7vL29Zcvq8woMDMSMGTMwZ84c3L9/H3/++Sd27dqF77//XuU6K4ro6Gg0btwYZ86cwdKlS3Hnzh0EBQWhffv2mDhxotquo62tDVtbW+jo0Ai+KvT19WFrawv9PJtNOjo6YsuWLXLnDhw4AGNjY9ljGxsbdOvWDZs3b85Xb0pKCnbv3o1Ro0YBAIyNjWFra1tmVjqSsuvkSaBhQ2DCBODtWz5HLigIOHyYB3ekDJLuo3bmTJnf2iskJAS+vr6wt7dXaFRE2kGR93j58mXpNLgQggZzK1aswJgxYzBixAi4ublhw4YNMDQ0LPDLCAAuXryIli1bYtCgQXByckLnzp0xcOBAuZ43ZeusKCZMmACRSISrV6+iT58+qFWrFurWrYupU6fK9fisWLEC9evXh5GRERwdHTFhwgQkJycDABITEyEWi3Hs2DG5ug8cOAATExOkpqbKDbNGR0ejffv2AIBKlSpBJBJh+PDhCAgIgKWlJdLT0+Xq6dmzJ4YMGVJg+1u0aIHvvvtO7tzr16+hq6uLkJAQAMD79+8xdOhQVKpUCYaGhvDx8cHjx48LrM/f3x/z5s3D7du3Zf8Y/f39P/kZSG3cuBGOjo4wNDREr169sGLFinxDuH///TcaNWoEAwMDODs7Y968ecjKyiqwPZ8ybNgw7Ny5Ex8/fpSd27x5M4YNGyZXbtSoUTh9+jSePXsmd37Pnj3IysrC4MGDVbo+Icp69Ajo0YN34ty7B1hYAL/9xvdUlc6hJ2VU8+aAvj7w4gVQyN/YsiIlJQXu7u5Yu3atUq97+PAh4uLiZIe1tXUJtVAxggVzGRkZuHHjBrykkykBaGlpwcvLC5cuXSrwNS1atMCNGzdkwduTJ09w9OhRdP1vA2BV6gT4cFViYqLsSEpKUu7NMAakpJT+oeD/iN69e4egoCBMnDgRRkZG+Z7PHYRoaWlhzZo1uHfvHrZu3YozZ85g+vTpAABTU1N0794dgdL9df6zY8cO9OzZM1+6FkdHR+zbtw9Azi/+6tWr0a9fP2RnZ+PQoUOysq9evcKRI0cwcuTIAt/D4MGDsXPnTrBc73nXrl2wt7dH69atAfA5Z9evX8ehQ4dw6dIlMMbQtWvXAtMz9O/fH9988w3q1q0r+8fYv3//T34GABAaGopx48Zh8uTJCAsLQ6dOnbBw4UK5+s+fP4+hQ4di8uTJCA8Px++//w5/f/985RTVuHFjODk5yT7PZ8+eISQkJF/w27VrV9jY2MgCU6ktW7agd+/eGj1nkJQPr1/zHHF16wL//APo6ACTJwMREcDEifwxKePEYqBFC37/zBlh21JMPj4+WLBgAXr16qXU66ytrWFrays7tLQEnrXGBBIbG8sAsIsXL8qd//bbb5mnp2ehr1u9ejXT1dVlOjo6DAAbN25cseucM2cOA5DviImJyVf248ePLDw8nH38+DHnZHIyYzy0Kt0jOflTHzNjjLErV64wAGz//v0Klc9tz549zNLSUvb4wIEDzNjYmKWkpDDGGPvw4QMzMDBgx44dY4wxFhUVxQCwW7duMcYYO3v2LAPA3r9/L1fv+PHjmY+Pj+zx8uXLmbOzM5NIJAW249WrV0xHR4eFhITIzjVv3px99913jDHGHj16xACw0NBQ2fNv3rxhYrGY7d69mzHG2JYtW5iZmZns+Tlz5jB3d3elP4P+/fuzbt26yZUZPHiwXN0dO3ZkixYtkiuzbds2ZmdnV+h1hg0bxvz8/PKdB8AOHDjAVq1axdq3b88YY2zevHmsV69e7P379wwAO3v2rKz8jBkzWPXq1WWfZUREBBOJROzUqVP56q5WrRpbuXJloW0iZVOBf6dKWGIiY3PnMmZsnPMnqls3xu7fL7UmkNI0fz7/IffrJ3RL5MTExDAALDw8nH348EF2pKWlffK10r+1RZF+p1WrVo3Z2toyLy8vduHCBTW1XnWCL4BQRnBwMBYtWoR169bh5s2b2L9/P44cOYKffvqpWPXOnDkTHz58kB3h4eFqarFmYErMaTh16hQ6duwIBwcHmJiYYMiQIXj79i1SU1MB8J4fXV1dWa/avn37YGpqKtcbqogxY8bgxIkTiI2NBcCHPaWrOQtiZWWFzp07Y8eOHQCAqKgoXLp0STZseP/+fejo6KBZs2ay11haWsLV1RX3799Xqm2f+gwePnwIzzxL7/I+vn37NubPnw9jY2PZMWbMGMTFxcnqUdYXX3yBS5cu4cmTJ/D39y+0F3PkyJGIiorC2bNnAfBeOScnJ3To0EGl6xJSlLQ04NdfgRo1gLlzgeRkvtjxxAk+L652baFbSEqE9O9JcDAgkQjalIK4ubnBzMxMdixevFgt9drZ2WHDhg3Yt28f9u3bB0dHR7Rr1w43b95US/2qEqzDu3LlytDW1kZ8fLzc+fj4eNgWkrfmxx9/xJAhQzB69GgAQP369ZGSkoKxY8fihx9+UKlOgE86zz3hPDExUbk3Y2jI/4KVNgV3oXBxcYFIJMKDBw+KLBcdHY3u3btj/PjxWLhwISwsLHDhwgWMGjUKGRkZMDQ0hJ6eHvr27YvAwEAMGDAAgYGB6N+/v9ILHjw8PODu7o6AgAB07twZ9+7dw5EjR4p8zeDBgzFp0iT8+uuvCAwMRP369VG/fn2lrvspinwGikhOTsa8efPQu3fvfM8ZqLifoaWlJbp3745Ro0YhLS0NPj4+BU4JcHFxQevWrbFlyxa0a9cOAQEBGDNmTJlIJEvKjuRk4PffgWXLeLoxAHBxARYsAPr2BYQedSIlrGlT/h30+jWfFKnmv8XFFR4eDgcHB9njvIvKVOXq6gpXV1fZ4xYtWiAyMhIrV67Etm3b1HINVQj2z01PTw+NGzeWS4shkUhw+vRpNG/evMDXpKam5huXlq7GY4ypVKdaiESAkVHpHwp+OVtYWMDb2xtr165FSkpKvuelaUNu3LgBiUSC5cuX47PPPkOtWrXw4sWLfOUHDx6MoKAg3Lt3D2fOnClyUr2enh4AvqdtXqNHj4a/vz+2bNkCLy8vODo6Fvk+/Pz8kJaWhqCgIAQGBspdt06dOsjKysKVK1dk596+fYuHDx/Czc2t0LblbZcin4GrqyuuXbsmdy7v40aNGuHhw4eoWbNmvqM4cytGjhyJ4OBgDB06tMiVqKNGjZL9zzE2NhbDhw9X+ZqE5JaQAPz0E992a9o0Hsg5OgIbNvDv9M8/p0CuQtDTA/6br4z/RgE0iYmJCUxNTWWHuoK5gnh6eiIiIqLE6leIkGO8O3fuZPr6+szf35+Fh4ezsWPHMnNzc/by5UvGGGNDhgxhM2bMkJWfM2cOMzExYX/99Rd78uQJO3HiBKtRowb7/PPPFa5TEdIxd4XnzJUBkZGRzNbWlrm5ubG9e/eyR48esfDwcLZ69WpWu3ZtxhhjYWFhDABbtWoVi4yMZAEBAczBwSHfnDeJRMIcHR2Zu7s7q1Gjhtx18s6Ze/78OROJRMzf35+9evWKJSUlycomJCQwQ0NDpqenx3bu3KnQ+xg8eDBzd3dnIpGIPX36VO45Pz8/5ubmxs6fP8/CwsJYly5dWM2aNVlGRgZjLP+cuR07djAjIyN269Yt9vr1a5aWlqbQZ3DhwgWmpaXFli9fzh49esQ2bNjALC0tmbm5uazuoKAgpqOjw+bOncvu3r3LwsPD2V9//cV++OGHQt/bp+bMMcY/+9evX7P09HTGGCtwzhxjjKWkpDBTU1NWqVIl1qVLl0KvSXPmyqeS+DsVH8/YjBmMmZjkzImrWZOxP/9k7L9fR1LRLFnCfxEK+LsllKK+vz8FCsyZK4iXlxfr1auX0q9TJ0GDOcYY+/XXX1nVqlWZnp4e8/T0ZJcvX5Y917ZtWzZs2DDZ48zMTDZ37lxWo0YNZmBgwBwdHdmECRPyTa4vqk5FlMdgjjHGXrx4wSZOnMiqVavG9PT0mIODA+vRo4dcILBixQpmZ2fHxGIx8/b2ZgEBAQUuYJg+fToDwGbPni13Pm8wxxhj8+fPZ7a2tkwkEsn9PBnjAbuFhYVCk1MZY+zo0aMMAGvTpk2+5969e8eGDBnCzMzMZO1/9OiR7Pm8wVxaWhrr06cPMzc3ZwDYli1bFP4M/vjjD+bg4MDEYjHr2bMnW7BgAbO1tZVrT1BQEGvRogUTi8XM1NSUeXp6sj/++KPQ96ZIMJdXYcEcY4yNHTuWAZAtACkIBXPlkzr/TkVFMTZpEmNicU4QV68eY3/9xVhWVvHbSsqwq1f5L4SZmcb8MigbzCUlJbFbt26xW7duMQBsxYoV7NatW7LOghkzZrAhQ4bIyq9cuZIdPHiQPX78mN25c4dNnjyZaWlpFbjArDQJHsxpovIazGmiDh06sK+++kroZhTb6NGjWatWrYpVR2HBXEmiYK58UsffqZs3GRs4kDFt7ZwgrmlTxg4eZCw7W42NJWVXZiYP5ADGrl8XujWMMeWDOenq1LyHtONh2LBhrG3btrLyS5YskXUoWVhYsHbt2rEzZ86UwDtRDmX8IYJ4//49goODERwcjHXr1gndHKUtW7YMnTp1gpGREY4dO4atW7eq5X0cPnwYxsbG2LlzJ7p3766GlhZs0aJFWLRokcora0n5xBjfsWHpUvltNzt1Ar79lu+xTutoiIyODtCmDU8oeOYM0Lix0C1SWrt27YrM+JA3Z+f06dPl8o5qCgrmiCA8PDzw/v17LFmyRG5lUFlx9epV/PLLL0hKSoKzszPWrFkjW2Wtql9++QWzZs0CwJe/l6Rx48bh888/B8DTvpCKLTMT2L2bB3G3b/Nz2tpA//58kYOHh7DtIxqsQwcezJ09yyN+IggK5oggoqOjhW5CsezevVvtdVpbW5faljAWFhawsLAolWsRzZWcDPz5J7BiBSDdAc7QEBgzhu/i4OQkZOtImdC2Lb8NDQWys/n/Akipo2COEEIqmCdPgE2beDqR9+/5OWtrYNIkYPx4vo8qIQpp0AAwNQUSE/nGu9SNKwgK5gghpAL4+BHYv5/3xOVOC+biwodShw4FVMxnTSoybW2gZUvg2DHg/HkK5gRCqR0JIaScYgy4cQOYMAGwswO++IIHciIR4O3Ng7v794GxYymQI8UgTR4cEiJsOyow6pkjhJBy5t07YPv2Sjh8WA///ptzvlo1YORIYPhwoGpVwZpHyps2bfjt+fP8fxC05LnUUTBHCCHlgETCs0P8+Sdw4IA+0tP5ftR6ekDv3sCoUXzhIW21RdSuSRNAXx949Qp49AgogxkKyjoK5gghpAx79gzw9we2bAFyFomL4OqahrFjtTF8uC4taCAlS18f+Owz4Nw53jtHwVypo/+jEbWKjo6GSCRCWFiY0E3Jx9/fH+bm5kI3Q2WKfLal9fkPHz4cPXv2LNFrqEO7du0wZcqUEr1GcHAwRCIRRCJRiX8m0p+vSGSCqlVnw8uLpw+ZM4cHcmZmfDVqaGg69u+PwoQJ2RTIkdJB8+YERcFcBfLy5Ut89dVXcHZ2hr6+PhwdHeHr64vTp0+r7RqOjo6Ii4tDvXr1AOR80SUkJKjtGuoyd+5cNGzYUOhmqFXez7+4CgsOV69enS8zekX38OFDuc9k+PDhEIlEGDduXL6yEydOhEgkwvDhwwEAvr6+6NKlS4H1nj9/HiKRCDdv/ou7dx3Rq1cqdHTeIiZmPk6f5lOU2rUDtm0DXrwA1q0DGjViNG2JlC5pMHf+vLDtqKBomLWCiI6ORsuWLWFubo6lS5eifv36yMzMxPHjxzFx4kQ8ePBALdfR1taGra2tWuoiyiutz9/MzKzEr1HWWFtb5+v5dXR0xM6dO7Fy5UqIxWIAQFpaGgIDA1E11wqEUaNGoU+fPnj+/DmqVKkiO5+dDSxadBFWVrvRtWsDxMcDAK9HXz8as2Y5YfBgoHr1kn53hHxC8+Y8TUl0NBATAzg6Ct2iCoV65tQpJaXwIy1N8bIfP366rJImTJgAkUiEq1evok+fPqhVqxbq1q2LqVOn4vLly7JyK1asQP369WFkZARHR0dMmDABycnJAIDExESIxWIcO3ZMru4DBw7AxMQEqampcj050dHRaN++PQCgUqVKsp6IgIAAWFpaIj09Xa6enj17YsiQIQW2v0WLFvjuu+/kzr1+/Rq6uroI+a9b//379xg6dCgqVaoEQ0ND+Pj44PHjxwXW5+/vj3nz5uH27duyITJpr0pRn4HUxo0b4ejoCENDQ/Tq1QsrVqzI90X+999/o1GjRjAwMICzszPmzZuHrKysAtsDABKJBPPnz0eVKlWgr6+Phg0bIigoKF+5Bw8eoEWLFjAwMEC9evVw7tw52XMF9aTdvXsXPj4+MDY2ho2NDYYMGYI3b97IXfeXX35BzZo1oa+vj6pVq2LhwoUAgOr/RQkeHh4QiURo164dAPlh1j/++AP29vaQSCRy7fTz88PIkSNV+jxOnDgBAwODfD26kydPRocOHQAAb9++xcCBA+Hg4ABDQ0PUr18ff/31V6GfLwCIRCIcPHhQ7py5ublcj1pMTAw+//xzmJubw8LCAn5+firvWNKoUSM4Ojpi//79snP79+9H1apV4ZErH1f37t1hZWUFf39/ZGXxhQzjxwN2dhIEBX2H16/7IT4eqFwZ+OorYPToP+Dq2hOzZlEgRzSEiUlOjjnqnSt1FMypk7Fx4UefPvJlra0LL+vjI1/WySl/GSW8e/cOQUFBmDhxIoyMjPI9nzsI0dLSwpo1a3Dv3j1s3boVZ86ckW0qbGpqiu7duyMwMFDu9Tt27EDPnj1haGgod97R0RH79u0DwIeg4uLisHr1avTr1w/Z2dk4dOiQrOyrV69w5MgRuS//3AYPHoydO3fKbYi8a9cu2Nvbo/V/3fvDhw/H9evXcejQIVy6dAmMMXTt2hWZmZn56uvfvz+++eYb1K1bF3FxcYiLi0P//v0/+RkAQGhoKMaNG4fJkycjLCwMnTp1kgU/UufPn8fQoUMxefJkhIeH4/fff4e/v3++crmtXr0ay5cvx7Jly/Dvv//C29sbPXr0yBeQfvvtt/jmm29w69YtNG/eHL6+vnj79m2BdSYkJKBDhw7w8PDA9evXERQUhPj4eNm+rAAwc+ZM/Pzzz/jxxx8RHh6OwMBA2NjYAOB70ALAqVOnEBcXJxeUSPXr1w9v377F2VyZaKW/c4MHD1bp8+jYsSPMzc1lvz8AkJ2djV27dsnqTEtLQ+PGjXHkyBHcvXsXY8eOxZAhQ2RtVkVmZia8vb1hYmKC8+fPIzQ0FMbGxujSpQsyMjJUqnPkyJHYsmWL7PHmzZsxYsSIPKV00KbNfCxdWgP29gwdO/LdGV6/1gLwDl98kYGjR/kw6po1gIPDCxpGJZpHmqKE5s2VPkbyiYmJYQBYTExMvuc+fvzIwsPD2cePH/O/kE9fKfjo2lW+rKFh4WXbtpUvW7ly/jJKuHLlCgPA9u/fr9TrGGNsz549zNLSUvb4wIEDzNjYmKWkpDDGGPvw4QMzMDBgx44dY4wxFhUVxQCwW7duMcYYO3v2LAPA3r9/L1fv+PHjmY+Pj+zx8uXLmbOzM5NIJAW249WrV0xHR4eFhITIzjVv3px99913jDHGHj16xACw0NBQ2fNv3rxhYrGY7d69mzHG2JYtW5iZmZns+Tlz5jB3d3elP4P+/fuzbt26yZUZPHiwXN0dO3ZkixYtkiuzbds2ZmdnV+h17O3t2cKFC+XONW3alE2YMIExlvPZ/vzzz7LnMzMzWZUqVdiSJUvkykg//59++ol17txZrk7p7/fDhw9ZYmIi09fXZxs3biywTXnrkxo2bBjz8/OTPfbz82MjR46UPf7999+Zvb09y87OVvnzmDx5MuvQoYPs8fHjx5m+vn6+36XcunXrxr755hvZ47Zt27LJkyfLHgNgBw4ckHuNmZkZ27Jli6xNrq6ucr+H6enpTCwWs+PHjxd4zcJ+x6Wf0atXr5i+vj6Ljo5m0dHRzMDAgL1+/Zp16/Y5a9duDRs6lDELC/l/3paWjI0ezVi9elPZoEHD8l3zU7+7Rf6dIqSkHDjAf4Hr1ROsCUV9f5dnNGdOnfIMxcnJu/nwq1eFl82bCKqYm9KzXL1Zn3Lq1CksXrwYDx48QGJiIrKyspCWlobU1FQYGhqia9eu0NXVxaFDhzBgwADs27cPpqam8PLyUqpNY8aMQdOmTREbGwsHBwf4+/vLJowXxMrKCp07d8aOHTvQunVrREVF4dKlS/j9998BAPfv34eOjg6aNWsme42lpSVcXV1x//59pdr2qc/g4cOH6NWrl9xrPD09cfjwYdnj27dvIzQ0VK7nKTs7W66e3BITE/HixQu0bNlS7nzLli1x+/ZtuXPNmzeX3dfR0UGTJk0KfY+3b9/G2bNnYVxAb25kZCQSEhKQnp6Ojh07fuJTKdrgwYMxZswYrFu3Dvr6+tixYwcGDBgArf9+l5X9PKR1fvbZZ3jx4gXs7e2xY8cOdOvWTdaTnJ2djUWLFmH37t2IjY1FRkYG0tPTC6xLUbdv30ZERARMTEzkzqelpSEyMlKlOq2srNCtWzf4+/sjOVmMunWXY+TIyjh2LAASib6sXOXKgLb2QdSr9xDHjn2Hp08j4OKyAr/+eraI2gnRINK/TffuAR8+8OXVpFRQMKdOBQxhlnrZAri4uEAkEn1ykUN0dDS6d++O8ePHY+HChbCwsMCFCxcwatQoZGRkwNDQEHp6eujbty8CAwMxYMAABAYGon///tDRUe5XycPDA+7u7ggICEDnzp1x7949HDlypMjXDB48GJMmTcKvv/6KwMBA1K9fH/Xr11fqup+iyGegiOTkZMybNw+9e/fO95xBKe6blJycDF9fXyxZsiTfc3Z2dnjy5IlaruPr6wvGGI4cOYKmTZvi/PnzWLlypVw7lP08mjZtiho1amDnzp0YP348Dhw4IDe3benSpVi9ejVWrVolm+M4ZcqUIodDRSJRvv/c5B6GT05ORuPGjbFjx458r7Wysiq03qJERADm5j9h8eIUpKc3AqCNGzcAQB/Gxq8wdqw1evYEWrQAtm59h6++mo+0tAnYsmULatSogbZt26p0XUJKnY0NUKMGEBkJXLkCdO4sdIsqDArmKgALCwt4e3tj7dq1mDRpUr55cwkJCTA3N8eNGzcgkUiwfPlyWY/K7t2789U3ePBgdOrUCffu3cOZM2ewYMGCQq+tp6cHgPei5DV69GisWrUKsbGx8PLyguMnVj/5+flh7NixCAoKQmBgIIYOHSp7rk6dOsjKysKVK1fQokULAHyC/MOHD+Hm5lZo2/K2S5HPwNXVFdeuXZM7l/dxo0aN8PDhQ9SsWbPI9yRlamoKe3t7hIaGyn15h4aGwtPTU67s5cuX0ea/uSlZWVm4ceMGvvzyywLrbdSoEfbt2wcnJ6cCA24XFxeIxWKcPn0ao0ePzvd8UT+/3AwMDNC7d2/s2LEDERERcHV1RaNGjeTaocznITV48GDs2LEDVapUgZaWFrp16yZ7LjQ0FH5+fvjiiy8A8IUcjx49KvTnDfCALC4uTvb48ePHSE1NlWvnrl27YG1tDVNTU6XaKiXdD/Xmzd6IjnaHiwsA5LSpcWOGnj1FOHNmEhwdE7F8ub/suc8//xyTJ09GYGAgAgICMH78+EJ7qwnRSM2b82Du4kUK5kqTwMO8GknlOXMaLDIyktna2jI3Nze2d+9e9ujRIxYeHs5Wr17NateuzRhjLCwsjAFgq1atYpGRkSwgIIA5ODjkmw8kkUiYo6Mjc3d3ZzVq1JC7Tt45Vs+fP2cikYj5+/uzV69esaSkJFnZhIQEZmhoyPT09NjOnTsVeh+DBw9m7u7uTCQSsadPn8o95+fnx9zc3Nj58+dZWFgY69KlC6tZsybLyMhgjOWfM7djxw5mZGTEbt26xV6/fs3S0tIU+gwuXLjAtLS02PLly9mjR4/Yhg0bmKWlJTM3N5fVHRQUxHR0dNjcuXPZ3bt3WXh4OPvrr7/YDz/8UOh7W7lyJTM1NWU7d+5kDx48YN999x3T1dVljx49kvtsq1atyvbv38/u37/Pxo4dy4yNjdnr168L/PxjY2OZlZUV69u3L7t69SqLiIhgQUFBbPjw4SwrK4sxxtjcuXNZpUqV2NatW1lERAS7dOkS27RpE2OMz8kTi8VswYIF7OXLlywhIYExln/OHGOMnTx5kunr6zNXV1f2008/yT2nyufBGGOPHz9mAFiDBg3YqFGj5J77+uuvmaOjIwsNDWXh4eFs9OjRzNTUVK5deefMDRgwgNWpU4fdvHmTXbt2jXXo0IHp6urK5sylpKQwFxcX1q5dOxYSEsKePHnCzp49y7766qtC5+DwOXO6bP/+JDZhAmNVqsjPf9PRYczLi7Fly1LZvXuJstf5+fmxYcOG5atv1KhRrFKlSkxbW5vFxsYWeE2aM0c01rp1/Be/UydBLl9R58xRMFeA8hjMMcbYixcv2MSJE1m1atWYnp4ec3BwYD169GBnz56VlVmxYgWzs7NjYrGYeXt7s4CAgAInd0+fPp0BYLNnz5Y7X9CE+fnz5zNbW1smEonyfXkNGTKEWVhYsLS0NIXew9GjRxkA1qZNm3zPvXv3jg0ZMoSZmZnJ2i8NhBjLH8ylpaWxPn36MHNzcwZA9oWuyGfwxx9/MAcHByYWi1nPnj3ZggULmK2trVx7goKCWIsWLZhYLGampqbM09OT/fHHH4W+t+zsbDZ37lzm4ODAdHV1mbu7u2xhCWM5n21gYCDz9PRkenp6zM3NjZ05cyZfmdyf/6NHj1ivXr2Yubk5E4vFrHbt2mzKlCmySf7Z2dlswYIFrFq1akxXV5dVrVpVbrHCxo0bmaOjI9PS0mJt/1ucU1Awl52dzezs7BgAFhkZme/9Kft5SHl6ejIAcu+TMcbevn3L/Pz8mLGxMbO2tmazZs1iQ4cOLTKYi42NZZ07d2ZGRkbMxcWFHT16VG4BBGOMxcXFsaFDh7LKlSszfX195uzszMaMGcM+fPggd/2EBMZ27mSsY8eXDHgvF8AZGTFWrdpV1qjRcvbuXcHvq7Bg7uLFiwwA65p30VQuFMwRjRUWxv8RmJoy9t9/GEtTRQ3mRIwpMTu+gnj+/DkcHR0RExMjl8AT4BOho6KiUL169VKd+1RedezYEXXr1sWaNWuEbkqxjBkzBg8ePMB5gfMrPXz4ELVr18bjx4+VHtIknxYRAfzzD3D4MM++kDtNnpWVBD17aqFnT76hfUn+eZg7dy4OHjxY6LZt9HeKCCY7GzA35wsC//0XUPO85k8p6vu7PKM5c0QQ79+/R3BwMIKDg7Fu3Tqhm6O0ZcuWoVOnTjAyMsKxY8ewdetWwd/Hu3fvsHfvXpiamn5y/iFRTGoqEBoKnDzJg7i8a4hq1wbc3Z9h164BSEm5i6SkbujatejExcXx7NkzuLm5ISMjo8i5gYQIRlsbaNYMOH2az5sr5WCuoqJgjgjCw8MD79+/x5IlS+Dq6ip0c5R29epV/PLLL0hKSoKzszPWrFlT4AKC0jRq1CjcuHED69evh76+/qdfQPJJSwMuXwbOnuW7MFy5AuTOOa2jw/Oi+voC3bsDNWsCHz9aYcGCAAAoMAWMOtnb28t64+hnTDRWixY8mLt0Cfjf/4RuTYVAwRwRhKrbI2mKglb5Cu3AgQNCN6HMkUiA27eBEyd471toaP6d9xwdgfbtgW7dAG/v/KmzxGJxqQ1p6+jo0PA50XzSfHMXLwrbjgqEgjlCSIXy8iUP3qQBXN783TY2fM5b+/b81tkZtHUWIcr47DN++/gx8Po1oGKORqI4CuYIIeVaWhrf91sawP37r/zzRkY8cOvcGfDy4vPgKHgjpBgqVQLc3IDwcD7U2qOH0C0q9yiYI4SUK4zx75Djx3nwdu5c/qHTxo158ObtzUeE/suNTAhRl+bNKZgrRRTMEULKvJgY3vt28iQP4F68kH/e3p4Hb9LeNxr1IaSEtWgB/PknzZsrJRTMEULKFMZ4ipDz53OOp0/lyxgYAG3b5gRwdevS0Ckhpeq/bRVx7RpfEq6rK2x7yjkK5gghGi0rC7h1Kydwu3ABePNGvoyWFuDhAbRrx4dOW7UCxGJBmksIAYBatfjcuffv+ZLxJk2EblG5piV0A0j5Eh0dDZFIVGhm+pIUHBwMkUiEhISEUr92UZycnCASiUq0bSKRCAcPHpR7LBKJYG5uXiLXK0mpqTzP2/z5QKdOPJm8pyfwzTfAwYM8kJP2vM2axefGJSQA168Dy5bx11AgR4jAtLRyUpSEhgrblgqAgrkK5OXLl/jqq6/g7OwMfX19ODo6wtfXF6dPn1bbNRwdHREXF4d69eoB0NwAq7TNnz8fcXFxMMubpKyExMXFYdWqVaVyreJgjM93O3AAmD6d/+03N+cpQebMAU6dAlJS+Llu3YCff+bfCwkJQHAw8NNPfBjVxETY90EIKYA0mLt6Vdh2VAA0zFpBREdHo2XLljA3N8fSpUtRv359ZGZm4vjx45g4cSIe5N2nSEXa2tqwtbVVS13liYmJSZGfS3Z2NkQiEbS01PP/K1tb21ILHJXx8iXvQbt+nU+luX49f543gC9YaN0656hXj/9HnxBShnh68tsrV4RtRwVAfx7VgDHee1DaB2OKt3HChAkQiUS4evUq+vTpg1q1aqFu3bqYOnUqLl++LCu3YsUK1K9fH0ZGRnB0dMSECROQnJwMAEhMTIRYLMaxY8fk6j5w4ABMTEyQmpoqN8waHR2N9u3bAwAqVaoEkUiE4cOHIyAgAJaWlkhPT5erp2fPnhgyZEiB7ZfWu3PnTrRo0QIGBgaoV68ezp07l6/sjRs30KRJExgaGqJFixZ4+PCh7LnIyEj4+fnBxsYGxsbGaNq0KU6dOiX3+nXr1sHFxQUGBgawsbFB3759Zc9JJBIsXrwY1atXh1gshru7O/bu3avIj0COv78/zM3NcejQIbi5uUFfXx/Pnj3DtWvX0KlTJ1SuXBlmZmZo27Ytbt68Kffax48fo02bNjAwMICbmxtOnjyp9PVLGmNAbCxw5AiwcCHQqxdQpQpgZ8e3wpo3Dzh6lAdy2tpAw4bA6NGAvz8QGQk8fw7s3AlMnAg0aECBHCFlUtOm/DYyEnj7Vti2lHPUM6cGqalACW/JWKDkZJ7w9FPevXuHoKAgLFy4EEYFvCD3vCotLS2sWbMG1atXx5MnTzBhwgRMnz4d69atg6mpKbp3747AwED4+PjIXrNjxw707NkThoaGcvU6Ojpi37596NOnDx4+fAhTU1OIxWLo6elh0qRJOHToEPr16wcAePXqFY4cOYITJ04U+V6+/fZbrFq1Cm5ublixYgV8fX0RFRUFS0tLWZkffvgBy5cvh5WVFcaNG4eRI0ci9L85G8nJyejatSsWLlwIfX19BAQEwNfXFw8fPkTVqlVx/fp1TJo0Cdu2bUOLFi3w7t07nD9/Xlb34sWLsX37dmzYsAEuLi4ICQnBF198ASsrK7Rt2/bTP4xcUlNTsWTJEmzatAmWlpawtrbGkydPMGzYMPz6669gjGH58uXo2rUrHj9+DBMTE0gkEvTu3Rs2Nja4cuUKPnz4gClTpih1XXXLzOSrS8PC+HH7Nr8t6G+3SMRziTZpknO4u9McN0LKpUqV+EKIR494V3yXLkK3qPxiJJ+YmBgGgMXExOR77uPHjyw8PJx9/PhRdi45mTHeF1G6R3KyYu/nypUrDADbv3+/0p/Fnj17mKWlpezxgQMHmLGxMUtJSWGMMfbhwwdmYGDAjh07xhhjLCoqigFgt27dYowxdvbsWQaAvX//Xq7e8ePHMx8fH9nj5cuXM2dnZyaRSApsh7Ten3/+WXYuMzOTValShS1ZskTuWqdOnZKVOXLkCAMg9/PKq27duuzXX39ljDG2b98+ZmpqyhITE/OVS0tLY4aGhuzixYty50eNGsUGDhxYaP3VqlVjK1eulDu3ZcsWBoCFhYUV+jrGGMvOzmYmJibsn3/+YYwxdvz4caajo8NiY2NlZY4dO8YAsAMHDuS7hpmZWZH1KyshgbGQEMbWrGFs5EjGGjViTE+v4N9PbW3G6tZlbNAgxlas4K9LSlJrc0ghCvo7RYggvviC/0GYO7dULlfU93d5Rj1zamBoyHvJhLiuIpgS47GnTp3C4sWL8eDBAyQmJiIrKwtpaWlITU2FoaEhunbtCl1dXRw6dAgDBgzAvn37YGpqCi8vL6XaPmbMGDRt2hSxsbFwcHCAv78/hg8fDtEnkoE1l06oBd90vEmTJrh//75cmQYNGsju29nZAeA9f1WrVkVycjLmzp2LI0eOIC4uDllZWfj48SOePXsGAOjUqROqVasGZ2dndOnSBV26dEGvXr1gaGiIiIgIpKamolOnTnLXy8jIgIeHh1LvHwD09PTk2goA8fHxmDVrFoKDg/Hq1StkZ2cjNTVV1r779+/D0dER9vb2BX4m6sIYH+qU9rZJjydPCi5vasp72Bo25Ie7O8/tZmCg9qYRQsoST09g+3ZaBFHCKJhTA5FIseFOobi4uEAkEn1ykUN0dDS6d++O8ePHY+HChbCwsMCFCxcwatQoZGRkwNDQEHp6eujbty8CAwMxYMAABAYGon///tDRUe5XycPDA+7u7ggICEDnzp1x7949HDlypDhvU0Y3V3JKaXAokUgAANOmTcPJkyexbNky1KxZE2KxGH379kVGRgYAvlDh5s2bCA4OxokTJzB79mzMnTsX165dk80dPHLkCBwcHOSuqa+vr3Q7xWJxvuB12LBhePv2LVavXo1q1apBX18fzZs3l7WvJOQdJpUe794VXL5q1ZygTXo4OVFSXkJIAZo147dXr/L/JdIfihJBwVwFYGFhAW9vb6xduxaTJk3KN28uISEB5ubmuHHjBiQSCZYvXy5bVbl79+589Q0ePBidOnXCvXv3cObMGSxYsKDQa+v9t+lldnZ2vudGjx6NVatWITY2Fl5eXnB0dPzke7l8+TLatGkDAMjKysKNGzfw5ZdffvJ1UqGhoRg+fDh69eoFgM+hi46Oliujo6MDLy8veHl5Yc6cOTA3N8eZM2fQqVMn2UIFZefHKdO+devWoWvXrgCAmJgYvMmVIbdOnTqIiYlBXFycrNcx9wKWT3nzhs9p+/dffnv7Nt8+saBYUUeHz2/LHbS5uwMWFsV4g4SQisXdne/+8OYNEBUFODsL3aJyiYK5CmLt2rVo2bIlPD09MX/+fDRo0ABZWVk4efIk1q9fj/v376NmzZrIzMzEr7/+Cl9fX4SGhmLDhg356mrTpg1sbW0xePBgVK9eHc2k//MqQLVq1SASiXD48GF07doVYrEYxv+tFhk0aBCmTZuGjRs3IiAgQOH34eLigjp16mDlypV4//49Ro4cqfDn4OLigv3798PX1xcikQg//vijrNcOAA4fPownT56gTZs2qFSpEo4ePQqJRAJXV1eYmJhg2rRp+PrrryGRSNCqVSt8+PABoaGhMDU1xbBhwxRuR1Ht27ZtG5o0aYLExER8++23EOdaHeDl5YVatWph2LBhWLp0KRITE/HDDz/kqycrC4iNNUNGRm/MnJkTuOXds1TK1DR/b5ubG6BChyMhhOTQ1+d/UK5d471zFMyVDKEn7WkiZRdAlBUvXrxgEydOZNWqVWN6enrMwcGB9ejRg509e1ZWZsWKFczOzo6JxWLm7e3NAgICClzAMH36dAaAzZ49W+583gUQjDE2f/58Zmtry0QiERs2bJhc+SFDhjALCwuWlpZWZNul9QYGBjJPT0+mp6fH3Nzc2JkzZ2RlClpscevWLQaARUVFyepp3749E4vFzNHRkf3222+sbdu2bPLkyYwxxs6fP8/atm3LKlWqxMRiMWvQoAHbtWuXrD6JRMJWrVrFXF1dma6uLrOysmLe3t7s3Llzhba9sAUQBS1OuHnzJmvSpAkzMDBgLi4ubM+ePfle//DhQ9aqVSumq6vHnJ2bs2XLLjNgFOvZ8xHz82OsTp3CFyUAjNWowVjv3ozNm8fYgQOMPXnCWCHrTkgZVZb/TpFy6Msv+R+fKVNK/FIVdQGEiDFlspVVDM+fP4ejoyNiYmJQpUoVuefS0tIQFRWF6tWrw4Bmdxdbx44dUbduXaxZs6bIctHR0ahevTpu3bqFhg0blk7j1MTJyQlTpkxROYVIUhLw+DFf3f/oEfDwYc79xMTCX6evn4msrJsYPboZ3N35aEf9+rRbQkVAf6eIRtm2DRg6FGjRosS39irq+7sgISEhWLp0KW7cuIG4uDgcOHAAPXv2VOhaoaGhaNu2LerVqyfIFpa50TArEcT79+8RHByM4OBgrFu3TujmlLjvvvsOs2bNQmxsbL6dGdLSgKdP+REdnXM8fcqnmMTFFV6vSMQXH9SqBbi68ttatQA/vzrIzo6GsbE+NmxIKLk3RgghnyLdCeLmTb7iKtciNaGlpKTA3d0dI0eORO/evRV+XUJCAoYOHYqOHTsiPj6+BFuoGArmiCA8PDzw/v17LFmyBK6urkI3p0QdPx6C6GiG2Fhd7NhhgmfP5AO3ly8/XYe1dU6gljtoc3YuOP3Hv//+A4Bvr0YIIYJyceEbLCckAHfuAI0alfglk5KSkJhr6EJfX7/ArAM+Pj5ySfAVNW7cOAwaNAja2to4ePBgcZqqFhTMEUHkXUH6KU5OTkrlyytNKSnywVneHrZXr6p+sg5jY97DJj2qVcu5X7Mm/zuojJo1ayr3AkIIKSlaWnxrr5Mn+SKIUgjm3Nzc5B7PmTMHc+fOVUvdW7ZswZMnT7B9+/YiszmUJgrmCPmEpKScAC1voBYdzVfcf4qJCVC9unyQlvuoVInSLxFCyjFPz5xgbty4Er9ceHi4XD5QVXKBFuTx48eYMWMGzp8/r3R+1ZKkOS0hRACM8eS40qHP3EOg0ltF9oc2M8sfoOUO3MzNKVgjhFRg0hRWV66UyuVMTExgamqq1jqzs7MxaNAgzJs3D7Vq1VJr3cVFwRwp1zIz+bZUz57JB2y5j5SUT9dTqVL+AC130KbsMCghhFQoTZvy2/v3+TJ8NQdapSEpKQnXr1/HrVu3ZMnqJRIJGGPQ0dHBiRMn0KFDB0HaRsEcKbMYA169AmJieFBW0G1cHC/3KTY2fJsq6ZF7SLRaNd7zRgghREW2tvyP67NnwPXrgEBBT3GYmprizp07cufWrVuHM2fOYO/evahevbpALaNgjmgoiYTPRXv5ku9aUFCw9vw5kJ7+6br09XOCtGrV5IO2qlUBR0faEJ4QQkpc06b8j/eNGxoTzCUnJyMiIkL2OCoqCmFhYbCwsEDVqlUxc+ZMxMbGIiAgAFpaWqhXr57c662trWFgYJDvfGmjYI6UqsxMHqDFxeUceR/HxQHx8XxLqk8RiQA7O/nALO+tlRXNVyOEEME1bgzs28eDOQ1x/fp1tG/fXvZ46tSpAIBhw4bB398fcXFxePbsmVDNU5ywG1BopvK6nVdJSk1lLDKSsT17XjCgD/v22xg2YwZjw4Yx1rkzY/XrM1a5cuFbTBV2WFkx1qABY927MzZ+PGOLFzO2fTtjISGMRUUxlpGR04aCtvMqCwrb2kvZMupQ0NZjmggAO3DgQIleY86cOQwAA1Bin8mwYcOYn5+f3GPpNYvz/ujvFNFIx4/zP+w1a5bYJSrqdl7UM1eBvHz5EgsXLsSRI0cQGxsLa2trNGzYEFOmTEHHjh0LfV16Oh/azL3aU3r/xQvek/bhg7S0HYC9WLq08Hbo6PDpE3Z28kfeczY2GpUoXFD9+/dH165d1Vafv78/pkyZgoSEBLnz165dg5GRkdquU9bVrVsXp06dUvuquMKsXr0aP//8M+zs7ErleoSUqsaN+W1EBE8gTCvH1IaCuQoiOjoaLVu2hLm5OZYuXYr69esjMzMTQUHHMW7cDOzde63AYO3pU8V2KAAAsTh/gPbx4xNs2jQfe/f+BhcXY9jZAZaWPIckUZxYLIZYLC7x61hZWZX4NcoSHR0d2NraFlkmMzMTumr6X4eZmVm+7d4IKTcsLfmqsuhovrWXhsybKw/oK1WNUlIKP9LSFC/78eOnyyoqOxuIjQUGDvwVHz/2xIABt3D6dB9MnVoLAwbUxbx5UxERcQ0NGwJ+fsBXXwHLlgF79vB0QNJATiwGatXKhpbWCXTp8gwLFgABAcCZM8CaNSdhZOSA169Tcfp0NEJDRfjhhzBMnRqNTZtqANiKvn1N4O4uwrffDsf27QGwtLREep7VCz179sSQIUMKfB/R0dEQiUTYuXMnWrRoIZtweu7cuXxlb9y4gSZNmsDQ0BAtWrTAw4cPZc9FRkbCz88PNjY2MDY2RtOmTXHq1Cm5169btw4uLi4wMDCAjY0N+vbtK3tOIpFg8eLFqF69OsRiMdzd3bF3794ifwbv37/H0KFDUalSJRgaGsLHxwePHz/OV+7gwYOy63p7eyMmJkb2nL+/P8zz/C/277//RqNGjWBgYABnZ2fMmzcPWbkmGiYkJOB///sfbGxsZJ/X4cOHERwcjBEjRuDDhw8QiUQQiUSyzOhOTk5YtWoVAGDQoEHo37+/3DUzMzNRuXJlBAQEqPR5fP/992gmzTeVi7u7O+bPnw+A9w526tQJlStXhpmZGdq2bYubN28WWmdwcDBEIpFcL2NYWBhEIpHcTiMXLlxA69atIRaL4ejoiEmTJiFFmX9M/xGJRFi/fj169OgBIyMjLFy4ENnZ2Rg1apTsc3B1dcXq1avlXpednY2pU6fC3NwclpaWmD59usbuakJIiZH2zmnQvLlyQehxXk2k6py5ouZ+de0qX9bQsPCybdvKly1orlle798zdvEiY5s2MfbNN/x6zs6M6eoqNjetcmXGGjdmrEGDR6xPn2fsxx/fsnnzbrNq1Xqz4cOnMYmEX6dv377siy++kLt2nz59ZOeioqIYAHbr1i2WlZXF9u3bxwCwhw8fsri4OJaQkMBSU1OZmZkZ2717t6yO+Ph4pqOjw86cOVPgz0Rab5UqVdjevXtZeHg4Gz16NDMxMWFv3rxhjOXMmWvWrBkLDg5m9+7dY61bt2YtWrSQ1RMWFsY2bNjA7ty5wx49esRmzZrFDAwM2NOnTxljjF27do1pa2uzwMBAFh0dzW7evMlWr14te/2CBQtY7dq1WVBQEIuMjGRbtmxh+vr6LDg4uMB2M8ZYjx49WJ06dVhISAgLCwtj3t7erGbNmizjvwl/W7ZsYbq6uqxJkybs4sWL7Pr168zT01Ou3XnnzIWEhDBTU1Pm7+/PIiMj2YkTJ5iTkxObO3cuY4yx7Oxs9tlnn7G6deuyEydOsMjISPbPP/+wo0ePsvT0dLZq1SpmamrK4uLiWFxcHEtKSmKMyc+ZO3z4MBOLxbLnGGPsn3/+YWKxmCUmJqr0edy9e5cBYBEREfnOPX78mDHG2OnTp9m2bdvY/fv3WXh4OBs1ahSzsbGRXZMx+TlzBc2VvHXrFgPAoqKiGGOMRUREMCMjI7Zy5Ur26NEjFhoayjw8PNjw4cML/bnNmTOHubu75zsPgFlbW7PNmzezyMhI9vTpU5aRkcFmz57Nrl27xp48ecK2b9/ODA0N2a5du2SvW7JkCatUqRLbt2+f7H2ZmJjIzZkr6P2pgubMEY21aBH/0unfv0Sqr6hz5iiYK4CmBXMWFvnL/PADY2PGMNapE2P29kVfW1tbwoAo5ub2mg0Zwl/7xx98Lur9+4ylpBT+WezZs4dZWlrKHh84cIAZGxuzlP9e9OHDB2ZgYMCOHTvGGJMP5hgrfFHC+PHjmY+Pj+zx8uXLmbOzM5NIo8Y8pPX+/PPPsnOZmZmsSpUqbMmSJXLXOnXqlKzMkSNHGIAiv9Tq1q3Lfv31V8YYY/v27WOmpqZygYNUWloaMzQ0ZBcvXpQ7P2rUKDZw4MAC63706BEDwEJDQ2Xn3rx5w8RisSyY3bJlCwPALl++LCtz//59BoBduXJFViZ3MNexY0e2aNEiuWtt27aN2dnZMcYYO378ONPS0mIPHz4ssF2FLajIHcxlZmayypUrs4CAANnzAwcOZP3/+yOsyufBGGPu7u5s/vz5ssczZ85kzZo1K7R8dnY2MzExYf/884/snLLB3KhRo9jYsWPl6j1//jzT0tIq9HejqGBuypQphbZXauLEiaxPnz6yx3Z2duyXX36RPZb+/lIwRyqUEyf4F1ONGiVSfUUN5jRimHXt2rVwcnKCgYEBmjVrhqtXrxZatl27drKhodxHt27dZGWGDx+e7/kuXbqU+PtITi782LdPvuyrVwWXS0oCVq8GNm8GRo0Catfm203ltXAhsHEj3+ruxQt+rkoVoFMnYNIkYP16IDiYz3sLCbkKoDoWLDiPgABgwQJgzBigc2dev6FhTr2nTp1Cx44d4eDgABMTEwwZMgRv375FamoqAKBr167Q1dXFoUOHAAD79u2DqakpvLy8lPqsxowZgxMnTiA2NhYAH0aU/tyK0rx5c9l9HR0dNGnSBPfv35cr06BBA9l96UTyV69eAeA5haZNm4Y6derA3NwcxsbGuH//vmzpeadOnVCtWjU4OztjyJAh2LFjh+y9R0REIDU1FZ06dYKxsbHsCAgIQGRkZIHtvX//PnR0dOSGFi0tLeHq6irXbh0dHTSVZkgHULt2bZibm+d7b1K3b9/G/Pnz5doxZswYxMXFITU1FWFhYahSpUqxtpzR0dHB559/jh07dgAAUlJS8Pfff2Pw4MEqfx4AMHjwYAQGBgIAGGP466+/ZHUCQHx8PMaMGQMXFxeYmZnB1NQUycnJxUoPcPv2bfj7+8u109vbGxKJBFFRUUrX16RJk3zn1q5di8aNG8PKygrGxsb4448/ZG3+8OED4uLi5H4PpL+/hFQojRrx28hIvgiCqIXgCyB27dqFqVOnYsOGDWjWrBlWrVoFb29vPHz4ENbW1vnK79+/HxkZGbLHb9++hbu7O/r16ydXrkuXLtiyZYvssbo22S3KpxYBrlkDzJvHE9RWqsSDrypV+IKe1FTg8WMgLKzgjdurVAEsLPhRqRJgbc0PJyfAzQ2oU4evEi2YCwAxHjx4IDuTmpp/Z4SnT5+iW7fPMWbMaCxcuBAWFha4cOECRo36Eu/fZ4AxQwB68PMbhICAffD1HYBt2/ahf//+sg2H09JEAAzx8aPWf/P/tAAYIiWFr0yVfkYeHh6oX98Tmzb9hY4dO+Lu3Sjs2TNCbj5g7s8zPV2+XqmsLH1kZurJvY/sbF1ZmbQ0bQCGSE5mSEkBJk/+HmfPHsHy5ctQs2ZNaGmJMWDAF7K5iFpaJjh//iZCQkJw+vRp/PjjbMydOxfXrl3Du3cpAAyxd+8x2Nvby11TX18fEknOwo6MDJ5TLy1NG4zx96+tnVOesZygNStLS1Ym98IQxgyRnq6D7Oycc9J6k5IkmDVrEXr06JGnHQwGBgYQi8VgTKfQ+ZXp6TpgLKdBmZm8bolEjPT0nNf17j0E3t7eePHiFc6ePQmxWAwvry5ISQFev04t8PPQ1WUwNtb/773lT+zs5zcI06fPQ2hoGLKyUhETE4P+/fsjO5vPLR08eCzevXuHJUt+g6OjI/T19dGhQwekpuZOPKiFtDRtpKTw9yL9GUvXIeQuK5EAiYnZGDnyK4wfPz7fZ+Ho6ChXVjpnNSNDF9nZBnKfofTfmJGRERjj/44AYM+ePfjmm9lYvHjx/9u786im7rQP4N+AJBAhRMSwlUWKRkFwwcLQUVsrI6hjsbWtWjqDjtVXxS6nxVatdalvh9ae0zrjaJ0zLrSdFlqtS49VjxQFl6IOviwilgrFIh0WBUEiRJY87x80F65AgBoSY57POTknyX3uL899uPfmx11+QXh4OBwdHfH3v3+IrKwzAPTbWtfrLxFBq7174Gq5sHx3s7UVx3YVo9UCDQ0SNDb2HKtnY9N2baxeV/sIPYlE/E9gX2IbG9vq3J2O231fYrVaiLaVe4mVy9vHprxzx/CYl32JdXDovI8wRqy9ffv+pS+x+u2+OzJZ+zrfl9iutvv2BAZD6hsAu5+L+CYIYzL3ocGwsDCKj48XXre2tpKnpyclJib2av6PPvqInJycSKPRCO/dPXZTT7RaLdXV1QmPgoKCfhln7p13enf9mr090cSJRCtXEslk93Ztnf6hUBSSl5eXUCdf3+5jAwPbT3Vu3LiRgHwD+ZaITg+GhGgNXpfX0bBhZd3GyuXi2MmTbxusGVH76baYmDsGY9esaV+3nn++yWBsSYmGBgwYQF9//TW9+KLhdn89o0dERAkJhv/GMtk42rNnDxERxcRkG4w9f779tOimTYbbPXGi7fPT09NJIonvYT1rPwW4e7fhdhcsOEzTpk2jJUuW0FdfGY7dvbu9DocOGY6dODGZoqOjf/37GY6dOfOk0C4w3mDsH/+YRUDbadb8fMPtJiS051tSYjh22TIioO0UaFWV4VgPj6PCaVqNxnDsM8+I13dDsX25ZGPixFZRrKF9xPjx4nYN7yPEsYGB3cf6+opjx4/vPvbufcRjj3Ufe/c+Yvp0w3Xr6JlnDMd2+DqhuDjDsVVV7bFt60f3j77sI/Lz22PXrTMce/58e2xv9xFERP/4h+HYQ4faY3vaR3S4BLrnfcT4Xz+4w2UHxsKnWc2gqakJFy5cEJ2is7GxQWRkJDIzM3vVxs6dOzF37txOY2Olp6dDpVJBrVZj6dKlqK6u7raNxMREYUgAZ2dnBAYG/rYF6kF8PFBQYDjm0Ufbxmw7eRJITBQfzbkXvr4+aG1tRVhYGL7++mu0tHT/r1tNTQ1++uknfPbZZ9i+fbvBdu8+hWgIkQ4ajUZ4rVK59S55Izt48CBycnKQm5uLkydPGoz96quvoNPpoFarIZVKDcb2hUqlQkxMjNHa09u5cycA4LHHHkNAwDCDsVptI9LS0nDjxo1OdxbfLTX1GFJTU0WnQ7vz3Xep+OSTT3qV7//9X3av2uyr3u4/+tONrg6xM8baTinZ2/NpVmMyZ0/yl19+IQCdLqBesWIFhYWF9Tj/uXPnCGi/SFwvOTmZDh48SHl5ebR//34aOXIkPfLII9TS0tJlO6Y6Mqen0XT/uLtZQ7ENDX2L/e9//0vx8fHk6+tLdnbO5OERQNOnP0uHD2cIcYmJfyd3d39ycHCgqKgo+vTTTwlwoLKym6L2Xn31LQLktGrVRlEOly9fJUBO33+fK8SuWZNIKtVQAgZSXFycENvQQDR37kIaNOghqq7Wdsq5ox9+aGt3164vKTR0EtnZKWnEiFD69tt0IVZ/ZK68vD3X77/PJUBOly5dJY2G6NKlq/T445PJwcGBvL296aOPttGECVG0bNkK0miIjh07QxMmRJFS6UX29oMpODhEuCNRqyWqr9fR++//g4YNG0MDBjiTq6svTZnyJB09eopaOxwEuXOnfTmuXauhuXMXkkLhQfb2g2nKlCfphx9+FGL/9a9PSKHwoM8/P0B+fkEklQ6iyZP/SJcvl5JGQ9TS0n5krmO7Bw6kUnj4E2RvP5icnNwpNHQSbd/+L6HdiopqeuGF/yEXF2+SyVwoMPAR2rv3iDD/4sXLaPDgwQSA1qzZQBoNkbf3CHrvvS2iv0NW1mUCbMnX15d0Oh01N7dP66oef/jDdMrIyCAiEsV2fJSV3SSpdBA5OCiEu2VbWtqmnTmTQ2PHTiCZzIUefjiEPvtsH3l7j6APPmi/qxiwoeTkb4T2UlO/p6CgMJLJXOjRR/9AX3yxl4C2I3OtrW0xGRlZ9MQTM2ngQBXJ5UNo1KhwWrduE9250/5308dqNESrVv0vjRoVLspbqyUC2o7M6XTt71dXayk2djEpFB7k7OxJL774CiUkvCUcmdPpiGprm2nZshXk5OROzs6e9NJLK2nevBdpxoznOm33gFy0fH3dR9y40UhZWZeppqaxx9ju9ie3b3cfe/dNU32JbWgwnMdvjW1sNF5sx/uwtFrjxXa3j7jX2I5fbX2JbWoyHNvc/Ntiu9vu9Y+mmxrxz/cYkbUembPoztzixYspODi4x7ji4mICxHc5GsI/52U6TzzxBL300ks9xt19l6y12b59O3l5eZk7DavS3d2spqDvMP5WvJ9i1spaO3NmPc3q6uoKW1tbVFZWit6vrKzscdT127dvIyUlBQsXLuzxc/z9/eHq6oqioqJ7ypcZz82bN7F//36kp6cjPj7e3Onc165du4bDhw8jKCjI3KlYnYsXL8LR0RHbtm0zyectWbIEjo6OJvksxtiDw6x3s0qlUoSGhiItLQ2zZs0C0DaifFpaGpYvX25w3j179uDOnTt44YUXevycsrIyVFdX8+8d3kfGjh2Lmzdv4v3334darTZ3Ove1cePGwcvLC0lJSeZOxaq8/PLLwv7FVD9z9s477yAhIQEAeH/FGOs1sw9N8tprryEuLg7jx49HWFgYNm/ejNu3b2PBggUAgD//+c/w8vJCYmKiaL6dO3di1qxZGDx4sOh9jUaDDRs2YPbs2XB3d0dxcTHeeOMNBAQEICoqymTLxQzr+DNLveHn5wci6p9k7nPXr183dwpWycXFBS4uLib9TJVK1eWQTIwxZojZO3Nz5szB9evXsXbtWlRUVGDMmDE4evQo3Nza7nQsLS2FzV2/yl5YWIjTp0/j2LFjndqztbVFXl4ePvnkE9TW1sLT0xNTp07Fxo0bTTLWHGOMMcaYKUnIWg93GFBWVgZvb29cu3YNDz30kGiaVqtFSUkJ/Pz84NBxhE3GGLtPNDY24urVqxg6dCjsxaMRM/ZAM/T9/SC7L37Oy5LY/TrEvP4nnhhj7H6j3z/p91eMsQeb2U+zWhpbW1solUrhtz7lcnmPvyfKGGOmQERoaGhAVVUVlEolbI016jhj7L7GnbnfQD9sir5Dxxhj9xOlUtnj8E6MsQcHd+Z+A4lEAg8PD6hUKjQb+kVjxhgzMTs7Oz4ix5iV4c7cPbC1teWdJmOMMcbMim+AYIwxxhizYNyZY4wxxhizYNyZY4wxxhizYHzNXBd0Oh0AoLy83MyZMMYYY6y39N/b+u9xa8GduS5UVlYCAMLCwsycCWOMMcb6qrKyEj4+PuZOw2T457y60NLSguzsbLi5uXX6Xdh7VV9fj8DAQBQUFMDJycmobT9ouFa9x7XqPa5V33C9eo9r1Xv9VSudTofKykqMHTsWAwZYz/Eq7syZ2K1bt+Ds7Iy6ujooFApzp3Nf41r1Hteq97hWfcP16j2uVe9xrYyLb4BgjDHGGLNg3JljjDHGGLNg3JkzMZlMhnXr1kEmk5k7lfse16r3uFa9x7XqG65X73Gteo9rZVx8zRxjjDHGmAXjI3OMMcYYYxaMO3OMMcYYYxaMO3OMMcYYYxaMO3OMMcYYYxaMO3MmtHXrVvj5+cHe3h7h4eE4f/68uVMyufXr10MikYgeI0aMEKZrtVrEx8dj8ODBcHR0xOzZs4WfV9MrLS3FjBkzIJfLoVKpsGLFCrS0tJh6UYzu5MmTmDlzJjw9PSGRSHDgwAHRdCLC2rVr4eHhAQcHB0RGRuLKlSuimJqaGsTGxkKhUECpVGLhwoXQaDSimLy8PEycOBH29vbw9vbGpk2b+nvRjK6nWs2fP7/TehYdHS2KsZZaJSYm4pFHHoGTkxNUKhVmzZqFwsJCUYyxtrv09HSMGzcOMpkMAQEBSEpK6u/FM6re1Orxxx/vtG4tWbJEFGMNtQKAjz/+GCEhIVAoFFAoFIiIiMCRI0eE6bxemRAxk0hJSSGpVEq7du2iS5cu0aJFi0ipVFJlZaW5UzOpdevWUVBQEJWXlwuP69evC9OXLFlC3t7elJaWRllZWfS73/2OHn30UWF6S0sLjRo1iiIjIyk7O5sOHz5Mrq6utGrVKnMsjlEdPnyY3nrrLdq3bx8BoP3794umv/fee+Ts7EwHDhyg3NxcevLJJ2no0KHU2NgoxERHR9Po0aPp7NmzdOrUKQoICKB58+YJ0+vq6sjNzY1iY2MpPz+fkpOTycHBgf75z3+aajGNoqdaxcXFUXR0tGg9q6mpEcVYS62ioqJo9+7dlJ+fTzk5OTR9+nTy8fEhjUYjxBhju/vpp59ILpfTa6+9RgUFBbRlyxaytbWlo0ePmnR570VvavXYY4/RokWLROtWXV2dMN1aakVE9M0339C3335LP/74IxUWFtLq1avJzs6O8vPziYjXK1PizpyJhIWFUXx8vPC6tbWVPD09KTEx0YxZmd66deto9OjRXU6rra0lOzs72rNnj/De5cuXCQBlZmYSUduXuI2NDVVUVAgxH3/8MSkUCrpz506/5m5Kd3dQdDodubu70wcffCC8V1tbSzKZjJKTk4mIqKCggADQf/7zHyHmyJEjJJFI6JdffiEiom3bttGgQYNEtXrzzTdJrVb38xL1n+46czExMd3OY621IiKqqqoiAJSRkUFExtvu3njjDQoKChJ91pw5cygqKqq/F6nf3F0rorbO3CuvvNLtPNZaK71BgwbRjh07eL0yMT7NagJNTU24cOECIiMjhfdsbGwQGRmJzMxMM2ZmHleuXIGnpyf8/f0RGxuL0tJSAMCFCxfQ3NwsqtOIESPg4+Mj1CkzMxPBwcFwc3MTYqKionDr1i1cunTJtAtiQiUlJaioqBDVxtnZGeHh4aLaKJVKjB8/XoiJjIyEjY0Nzp07J8RMmjQJUqlUiImKikJhYSFu3rxpoqUxjfT0dKhUKqjVaixduhTV1dXCNGuuVV1dHQDAxcUFgPG2u8zMTFEb+hhL3sfdXSu9zz//HK6urhg1ahRWrVqFhoYGYZq11qq1tRUpKSm4ffs2IiIieL0ysQHmTsAa3LhxA62traIVFgDc3Nzwww8/mCkr8wgPD0dSUhLUajXKy8uxYcMGTJw4Efn5+aioqIBUKoVSqRTN4+bmhoqKCgBARUVFl3XUT3tQ6Zetq2XvWBuVSiWaPmDAALi4uIhihg4d2qkN/bRBgwb1S/6mFh0djaeffhpDhw5FcXExVq9ejWnTpiEzMxO2trZWWyudTodXX30Vv//97zFq1CgAMNp2113MrVu30NjYCAcHh/5YpH7TVa0A4Pnnn4evry88PT2Rl5eHN998E4WFhdi3bx8A66vVxYsXERERAa1WC0dHR+zfvx+BgYHIycnh9cqEuDPHTGratGnC85CQEISHh8PX1xdfffUVb5TMaObOnSs8Dw4ORkhICB5++GGkp6djypQpZszMvOLj45Gfn4/Tp0+bO5X7Xne1Wrx4sfA8ODgYHh4emDJlCoqLi/Hwww+bOk2zU6vVyMnJQV1dHfbu3Yu4uDhkZGSYOy2rw6dZTcDV1RW2trad7uKprKyEu7u7mbK6PyiVSgwfPhxFRUVwd3dHU1MTamtrRTEd6+Tu7t5lHfXTHlT6ZTO0Drm7u6Oqqko0vaWlBTU1NVZfP39/f7i6uqKoqAiAddZq+fLlOHToEE6cOIGHHnpIeN9Y2113MQqFwuL+UeuuVl0JDw8HANG6ZU21kkqlCAgIQGhoKBITEzF69Gj87W9/4/XKxLgzZwJSqRShoaFIS0sT3tPpdEhLS0NERIQZMzM/jUaD4uJieHh4IDQ0FHZ2dqI6FRYWorS0VKhTREQELl68KPoiTk1NhUKhQGBgoMnzN5WhQ4fC3d1dVJtbt27h3LlzotrU1tbiwoULQszx48eh0+mEL5yIiAicPHkSzc3NQkxqairUarVFnjbsrbKyMlRXV8PDwwOAddWKiLB8+XLs378fx48f73Tq2FjbXUREhKgNfYwl7eN6qlVXcnJyAEC0bllDrbqj0+lw584dXq9Mzdx3YFiLlJQUkslklJSURAUFBbR48WJSKpWiu3isweuvv07p6elUUlJCZ86cocjISHJ1daWqqioiaruV3cfHh44fP05ZWVkUERFBERERwvz6W9mnTp1KOTk5dPToURoyZMgDMTRJfX09ZWdnU3Z2NgGgDz/8kLKzs+nnn38morahSZRKJR08eJDy8vIoJiamy6FJxo4dS+fOnaPTp0/TsGHDRMNt1NbWkpubG/3pT3+i/Px8SklJIblcbnHDbRiqVX19PSUkJFBmZiaVlJTQd999R+PGjaNhw4aRVqsV2rCWWi1dupScnZ0pPT1dNJxGQ0ODEGOM7U4/hMSKFSvo8uXLtHXrVosbQqKnWhUVFdE777xDWVlZVFJSQgcPHiR/f3+aNGmS0Ia11IqIaOXKlZSRkUElJSWUl5dHK1euJIlEQseOHSMiXq9MiTtzJrRlyxby8fEhqVRKYWFhdPbsWXOnZHJz5swhDw8Pkkql5OXlRXPmzKGioiJhemNjIy1btowGDRpEcrmcnnrqKSovLxe1cfXqVZo2bRo5ODiQq6srvf7669Tc3GzqRTG6EydOEIBOj7i4OCJqG57k7bffJjc3N5LJZDRlyhQqLCwUtVFdXU3z5s0jR0dHUigUtGDBAqqvrxfF5Obm0oQJE0gmk5GXlxe99957plpEozFUq4aGBpo6dSoNGTKE7OzsyNfXlxYtWtTpHydrqVVXdQJAu3fvFmKMtd2dOHGCxowZQ1KplPz9/UWfYQl6qlVpaSlNmjSJXFxcSCaTUUBAAK1YsUI0zhyRddSKiOgvf/kL+fr6klQqpSFDhtCUKVOEjhwRr1emJCEiMt1xQMYYY4wxZkx8zRxjjDHGmAXjzhxjjDHGmAXjzhxjjDHGmAXjzhxjjDHGmAXjzhxjjDHGmAXjzhxjjDHGmAXjzhxjjDHGmAXjzhxjjDHGmAXjzhxjjBmJRCLBgQMHzJ0GY8zKcGeOMXbPJBKJwcf69evNnSJjjD2wBpg7AcaY5SsvLxeef/nll1i7di0KCwuF9xwdHfvUXlNTE6RSqdHys2RcC8ZYT/jIHGPsnrm7uwsPZ2dnSCQS4fX27dsxYcIEUfzmzZvh5+cnvJ4/fz5mzZqFd999F56enlCr1bh69SokEgn27duHyZMnQy6XY/To0cjMzDSYi0QiwY4dO/DUU09BLpdj2LBh+Oabb4TpSUlJUCqVonkOHDgAiUQivF6/fj3GjBmDXbt2wcfHB46Ojli2bBlaW1uxadMmuLu7Q6VS4d133+30+eXl5Zg2bRocHBzg7++PvXv3iqZfu3YNzz33HJRKJVxcXBATE4OrV68arAVjjBnCnTnG2H0hLS0NhYWFSE1NxaFDh4T333rrLSQkJCAnJwfDhw/HvHnz0NLSYrCtDRs24LnnnkNeXh6mT5+O2NhY1NTU9Cmf4uJiHDlyBEePHkVycjJ27tyJGTNmoKysDBkZGXj//fexZs0anDt3TjTf22+/jdmzZyM3NxexsbGYO3cuLl++DABobm5GVFQUnJyccOrUKZw5cwaOjo6Ijo5GU1NTj7VgjLGucGeOMXZfGDhwIHbs2IGgoCAEBQUJ7yckJGDGjBkYPnw4NmzYgJ9//hlFRUUG25o/fz7mzZuHgIAA/PWvf4VGo8H58+f7lI9Op8OuXbsQGBiImTNnYvLkySgsLMTmzZuhVquxYMECqNVqnDhxQjTfs88+ixdffBHDhw/Hxo0bMX78eGzZsgVA2ylonU6HHTt2IDg4GCNHjsTu3btRWlqK9PT0HmvBGGNd4WvmGGP3heDg4C6vDQsJCRGee3h4AACqqqowYsSIbtvqOM/AgQOhUChQVVXVp3z8/Pzg5OQkvHZzc4OtrS1sbGxE793dbkRERKfXOTk5AIDc3FwUFRWJ2gUArVaL4uJi4XV3tWCMsa5wZ44x1q9sbGxARKL3mpubO8UNHDiwy/nt7OyE5/rr2nQ6ncHP7DiPfj79PL3Np6s2DLXbGxqNBqGhofj88887TRsyZIjwvLtaMMZYV/g0K2OsXw0ZMgQVFRWiDpT+SJW58qmvr8ft27f7JZ+zZ892ej1y5EgAwLhx43DlyhWoVCoEBASIHs7OzkbLgTFmXbgzxxjrV48//jiuX7+OTZs2obi4GFu3bsWRI0fMlk94eDjkcjlWr16N4uJifPHFF0hKSjJa+3v27MGuXbvw448/Yt26dTh//jyWL18OAIiNjYWrqytiYmJw6tQplJSUID09HS+//DLKysqMlgNjzLpwZ44x1q9GjhyJbdu2YevWrRg9ejTOnz+PhIQEs+Xj4uKCf//73zh8+DCCg4ORnJxs1EGNN2zYgJSUFISEhODTTz9FcnIyAgMDAQByuRwnT56Ej48Pnn76aYwcORILFy6EVquFQqEwWg6MMesiobsvHmGMMcYYYxaDj8wxxhhjjFkw7swxxhhjjFkw7swxxhhjjFkw7swxxhhjjFkw7swxxhhjjFkw7swxxhhjjFkw7swxxhhjjFkw7swxxhhjjFkw7swxxhhjjFkw7swxxhhjjFkw7swxxhhjjFmw/we3q2YwjDxOtwAAAABJRU5ErkJggg==\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "## With DirectFeedback" ], "metadata": { "id": "Ou7hW308D4z-" } }, { "cell_type": "markdown", "source": [ "With `DirectFeedback`, it is possible to reduce the effective shunt impedance `Rs` seen by the beam to recover stability in the same conditions as before (1 A beam):" ], "metadata": { "id": "RAmR_lJpLG4o" } }, { "cell_type": "code", "source": [ "from mbtrack2 import DirectFeedback" ], "metadata": { "id": "kIh6V3Rx7uv0" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "I0 = 1.0\n", "mybeam, MC, MCmon = restart(I0=I0, tot_turns=3000)\n", "MC.init_phasor(mybeam)\n", "beammon = BeamMonitor(ring.h, 10, 1, 300)" ], "metadata": { "id": "uXnUVEHB8IUt" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "DFB = DirectFeedback(ring=ring, cav_res=MC, gain=[1.5, 2e4], sample_num=5, every=5, delay=0, DFB_gain=0.1, DFB_phase_shift=0, DFB_sample_num=1, DFB_every=1)\n", "MC.feedback.append(DFB)" ], "metadata": { "id": "yMlMqln6B4rP" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "MC.Rs*1e-6 # nominal shunt impedance in [Mohm]" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "y5cjYPWSLe4J", "outputId": "39356f3e-53b7-4234-9146-214b36e7b9f1" }, "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "20.0" ] }, "metadata": {}, "execution_count": 84 } ] }, { "cell_type": "code", "source": [ "DFB.DFB_Rs*1e-6 # effective shunt impedance in [Mohm]" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "dxusqle-HLew", "outputId": "1b510cf9-5c96-472f-b105-de62af86be0a" }, "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "19.61676229835558" ] }, "metadata": {}, "execution_count": 85 } ] }, { "cell_type": "markdown", "source": [ "With the effective shunt impedance, the 1 A beam should be stable:" ], "metadata": { "id": "fxgIviDZLovv" } }, { "cell_type": "code", "source": [ "MC.Rs = DFB.DFB_Rs\n", "print(MC.is_DC_Robinson_stable(I0))\n", "MC.Rs = 20e6" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "GC4NTxM-8KGC", "outputId": "8901d500-b150-4f51-9e4b-9399bf2ab78f" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "True\n" ] } ] }, { "cell_type": "code", "source": [ "for i in tqdm(range(3000)):\n", " long.track(mybeam)\n", " rad.track(mybeam)\n", " MC.track(mybeam)\n", " MCmon.track(mybeam, MC)\n", " beammon.track(mybeam)\n", "meanVc = np.mean(MC.cavity_phasor_record)\n", "print(f\"\\n Residual error: amplitude {np.round((1-np.abs(meanVc)/MC.Vc)*100,3)} % & phase {np.round((1-np.angle(meanVc)/MC.theta)*100,3)} %\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "9873f20d-3c86-4769-8621-2d9511bb1980", "id": "xaBgcSdG8IUt" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "100%|██████████| 3000/3000 [00:59<00:00, 50.71it/s]" ] }, { "output_type": "stream", "name": "stdout", "text": [ "\n", " Residual error: amplitude -0.911 % & phase -0.34 %\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ "\n" ] } ] }, { "cell_type": "code", "source": [ "fig = plot_beamdata(\"save.hdf5\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "id": "NzuO2d5FDo7O", "outputId": "7dc2afe9-0410-489c-e123-149895ac94d2" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 1 Axes>" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "fig = plot_cavitydata(\"save.hdf5\",\"MC\", show_objective=True)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 449 }, "outputId": "c329a5b9-b17a-4ede-868d-078695c5b442", "id": "kAIhJZxx8IUt" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], "image/png": 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\n" 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