{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Space Charge on the GPU\n", "\n", "PyHEADTAIL offers space charge models which are accelerated on graphics processing units (GPUs).\n", "\n", "Space charge refers to the impact of the beam's self-fields on itself. In PyHEADTAIL, we model space charge by lumped kicks, which are applied after each tracking segment. The kicks correspond to the integrated space charge effect over the tracked segment's length.\n", "\n", "In the present notebook we demonstrate the transverse defocussing effect of space charge and the corresponding tune spread for a Gaussian distribution.\n", "\n", "In the first part of the notebook we use a fixed non-selfconsistent Gaussian field map: the actually tracked beam then moves like test particles through the correspondingly generated fields. In the second part we solve for the fields generated by the particle distribution, once for a Gaussian and once for an root-mean-square equivalent Kapchinskij-Vladimirskij distribution. \n", "\n", "For a more in-depth discussion of the two methods, you may refer to http://frs.web.cern.ch/frs/Source/space_charge/Meetings/meeting98_17.08.2017/oeftiger_sc_modelling.pdf .\n", "\n", "Note that this tutorial requires a GPU with the NVIDIA `CUDA` suite and the python package `PyCUDA` installed (at least for the fields solving section).\n", "\n", "All additional packages can be installed from https://github.com/PyCOMPLETE/ .\n", "\n", "-- 2018, Adrian Oeftiger" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Preparations" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "from __future__ import division, print_function\n", "\n", "import numpy as np\n", "np.random.seed(42)\n", "\n", "from scipy.constants import c, epsilon_0, e, m_p\n", "\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "\n", "import h5py" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "from pycuda.autoinit import context\n", "from pycuda import gpuarray as gp" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import sys, os, shutil\n", "sys.path.append('/home/oeftiger/PyHEADTAIL/')\n", "sys.path.append('/home/oeftiger/tunespreadtool/tunespreadtool')\n", "sys.path.append('/home/oeftiger/tune_diagram/')" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PyHEADTAIL v1.12.4.3\n", "\n", "\n", "PyKLU not found\n" ] } ], "source": [ "from PyHEADTAIL.particles.slicing import UniformBinSlicer\n", "from PyHEADTAIL.spacecharge.spacecharge import TransverseGaussianSpaceCharge\n", "from PyHEADTAIL.spacecharge.pypic_factory import create_mesh, create_3dmesh_from_beam\n", "from PyHEADTAIL.spacecharge.pypic_spacecharge import SpaceChargePIC\n", "from PyHEADTAIL.monitors.monitors import ParticleMonitor\n", "\n", "from PyHEADTAIL.general.printers import SilentPrinter\n", "from PyHEADTAIL.general.contextmanager import CPU, GPU" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": true }, "outputs": [], "source": [ "contextmanager = CPU" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": true }, "outputs": [], "source": [ "from PyCERNmachines.CERNmachines import SPS" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "from PySussix import Sussix\n", "import tunespread\n", "import libtunespread\n", "from tune_diagram import ResonanceLines" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": true }, "outputs": [], "source": [ "n_macroparticles = int(1e4)\n", "n_slices_sc = 32\n", "\n", "intensity = 1.3e11\n", "epsn_x = epsn_y = 2e-6 # in [m.rad]\n", "sigma_z = 0.23 # in [m]" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": true }, "outputs": [], "source": [ "def make_machine(n_segments=200):\n", " return SPS(n_segments=n_segments,\n", " machine_configuration='Q20-injection',\n", " optics='smooth',\n", " printer=SilentPrinter(),\n", " Q_x=20.26,\n", " Q_y=20.31,\n", " )\n", "\n", "def make_beam(machine=make_machine(), n_macroparticles=n_macroparticles):\n", " return machine.generate_6D_Gaussian_bunch_matched(\n", " n_macroparticles, intensity, epsn_x, epsn_y, sigma_z)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "*** PyHEADTAIL WARNING! RFBucketMatcher: failed to converge with Brent method, continuing with Newton-Raphson method.\n" ] } ], "source": [ "m = make_machine()\n", "beam = make_beam(m)\n", "\n", "sig_x = beam.sigma_x()\n", "sig_y = beam.sigma_y()\n", "\n", "slicing_interval = m.longitudinal_map.get_bucket(beam).interval\n", "\n", "slicer_sc = UniformBinSlicer(n_slices_sc, z_cuts=slicing_interval)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "RMS equivalent KV tune shift due to space charge:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "dQ_x = 0.062 and dQ_y = 0.062\n" ] } ], "source": [ "lmbda = intensity * e / (np.sqrt(2*np.pi) * sigma_z)\n", "Ksc = e / (beam.gamma**3 * m_p * (beam.beta * c)**2) * lmbda / (2*np.pi*epsilon_0)\n", "R = m.circumference / (2*np.pi)\n", "\n", "def dQ_inc(thissize, theothersize, thistune, Ksc=Ksc):\n", " 'incoherent KV tune shift'\n", " return Ksc * R**2 / (4 * thistune * thissize * (thissize+theothersize))\n", "\n", "print ('dQ_x = {0:.3f} and dQ_y = {1:.3f}'.format(\n", " dQ_inc(beam.sigma_x(), beam.sigma_y(), m.Q_x), \n", " dQ_inc(beam.sigma_y(), beam.sigma_x(), m.Q_y)))" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "assert (m.optics == 'smooth')\n", "sc_integration_length = m.circumference / len(m.transverse_map)\n", "\n", "sc_node = TransverseGaussianSpaceCharge(slicer=slicer_sc, length=sc_integration_length)\n", "\n", "m.install_after_each_transverse_segment(sc_node)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Tracking" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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kTXNEpqXOdHtrqszWvxhUdOgdNWtLZYumOm1jx/xLfJwP3TCXKhicMpAkqlL/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Pq4585/ufj7g8jGI0RW51BpdNhrmlH8nJIO3BrxfBmQgNspdh2NA88BH/2T+wX+VRAE4QbZ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Fwq1BAgROT0iHs5QGnxPW1EFrlbyvX24zDCFZWVKCeEqQSAtSWUEmJ8gVJNuBpgt0fXk4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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rfsystems = m.longitudinal_map\n", "rfbucket = rfsystems.get_bucket(beam)\n", "\n", "zz = np.linspace(*rfbucket.interval, num=1000)\n", "dp_max = rfbucket.separatrix(0)\n", "dpp = np.linspace(-dp_max*1.1, dp_max*1.1, num=100)\n", "ZZ, DPP = np.meshgrid(zz, dpp)\n", "HH = rfbucket.hamiltonian(ZZ, DPP)\n", "\n", "plt.scatter(beam.z, beam.dp, marker='.', c=rfbucket.hamiltonian(beam.z, beam.dp), \n", " cmap=plt.get_cmap('coolwarm'), edgecolor='black', linewidths=0.2)\n", "plt.contour(ZZ, DPP, HH, 15, cmap=plt.get_cmap('coolwarm'))\n", "plt.xlim(rfbucket.interval)\n", "plt.ylim(-dp_max, dp_max)\n", "plt.xlabel('longitudinal position $z$ [m]')\n", "plt.ylabel('momentum deviation $\\delta$ [1]');" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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onecamUEZLejRthmvz8yyMZ3qOb9GcVXVlar6jKo+raor/NlWRP4tIjtFZGk1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\nVrxyzSC27D3Ehc/NIGu3P6d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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(zz,beam.get_slices(slicer_sc).lambda_z(zz, smoothen=True))\n", "plt.axhline(lmbda, color='red')\n", "plt.text(0, lmbda, r\"$\\lambda^{max}_{Gauss}$\", \n", " verticalalignment='bottom', \n", " horizontalalignment='center', color='red')\n", "plt.ylim(-0.1*lmbda, 1.1*lmbda)\n", "plt.xlabel('longitudinal position $z$ [m]')\n", "plt.ylabel('line charge density $\\lambda$ [Coul/m]');" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "transv_one_turn_map = [el for el in m.one_turn_map if el is not m.longitudinal_map]" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": true }, "outputs": [], "source": [ "n_turns = 128" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": true }, "outputs": [], "source": [ "pmonitor = ParticleMonitor(filename='./pmon_sc', stride=beam.macroparticlenumber // 1000)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Attention, the tracking takes a while:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "with contextmanager(beam):\n", " for _ in range(n_turns):\n", " for el in transv_one_turn_map:\n", " el.track(beam)\n", " pmonitor.dump(beam)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Incoherent tune analysis" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Also the reading of the particle tracking data into memory takes a while:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "with h5py.File(\"pmon_sc.h5part\") as pmon:\n", " ids = np.array(pmon['Step#0']['id'])\n", " n_sussix_turns = len(pmon.keys())\n", " id_i = np.array([pmon['Step#{turn}'.format(turn=turn)]['id']\n", " for turn in range(n_sussix_turns)]).T\n", " x_i = np.array([pmon['Step#{turn}'.format(turn=turn)]['x']\n", " for turn in range(n_sussix_turns)]).T\n", " xp_i = np.array([pmon['Step#{turn}'.format(turn=turn)]['xp']\n", " for turn in range(n_sussix_turns)]).T\n", " y_i = np.array([pmon['Step#{turn}'.format(turn=turn)]['y']\n", " for turn in range(n_sussix_turns)]).T\n", " yp_i = np.array([pmon['Step#{turn}'.format(turn=turn)]['yp']\n", " for turn in range(n_sussix_turns)]).T\n", "\n", "# if AssertionError: particles among selected ones [:n_particles] got lost!\n", "assert np.all(np.std(id_i, axis=1) == 0)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "collapsed": true }, "outputs": [], "source": [ "Qx = m.Q_x\n", "Qy = m.Q_y" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "particle 1000 out of 1000\n", "Done!\n" ] } ], "source": [ "randomdir = ''.join('%02x' % ord(x) for x in os.urandom(16))\n", "while os.path.exists(randomdir):\n", " randomdir = ''.join('%02x' % ord(x) for x in os.urandom(16))\n", "cwd = os.getcwd()\n", "os.makedirs(randomdir)\n", "os.chdir(randomdir)\n", "\n", "qx_i = np.empty(len(ids))\n", "qy_i = np.empty(len(ids))\n", "\n", "for p_idx in range(len(qx_i)):\n", " SX = Sussix()\n", " SX.sussix_inp(nt1=1, nt2=n_sussix_turns, idam=2, ir=0, \n", " tunex=Qx % 1, tuney=Qy % 1, istun=[1, 0.25, 0.25, 0.25])\n", " SX.sussix(x_i[p_idx,:],\n", " xp_i[p_idx,:],\n", " y_i[p_idx,:],\n", " yp_i[p_idx,:],\n", " x_i[p_idx,:],\n", " xp_i[p_idx,:])\n", " qx_i[p_idx] = SX.ox[0]\n", " qy_i[p_idx] = SX.oy[0]\n", "\n", " sys.stdout.write('\\rparticle {p_idx} out of {n_particles}'.format(\n", " p_idx=p_idx + 1, n_particles=len(qx_i)))\n", " sys.stdout.flush()\n", "\n", "os.chdir(cwd)\n", "shutil.rmtree(randomdir)\n", "\n", "print('\\nDone!')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## tunespreadtool to compare the smooth approximation lattice with the real TWISS lattice (dispersion $D_x=0$ removed)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "integrated 100.00% (item 1199 out of 1199)\n", "\n" ] } ], "source": [ "tst_inputs = dict(\n", " mass=beam.mass * c**2/beam.charge * 1e-9,\n", " beta=beam.beta,\n", " gamma=beam.gamma,\n", " sig_z=beam.sigma_z(),\n", " n_part=beam.intensity,\n", " deltap=beam.sigma_dp(),\n", " emit_geom_x=beam.epsn_x() / beam.betagamma,\n", " emit_geom_y=beam.epsn_y() / beam.betagamma,\n", " lshape=1,#1.6/1.73,#lshape, # <<< !!!\n", " n_charges_per_part=1\n", ")\n", "\n", "twiss_filename = \"./sps_optics_selected1200.dat\"\n", "\n", "# SELECTED LATTICE Laslett tune spread analysis\n", "with open(twiss_filename, 'r') as f:\n", " lbls = f.readline().split()[1:]\n", " data = np.genfromtxt(f, unpack=True)\n", "\n", "tst_data = {var.lower(): array for var, array in zip(lbls, data)}\n", "# tst_dQ_x, tst_dQ_y = tunespread.calc_tune_spread(tst_data, tst_inputs, True)\n", "tst_data_Dx0 = tst_data.copy()\n", "tst_data_Dx0[\"d_x\"].fill(0)\n", "tst_Dx0_dQ_x, tst_Dx0_dQ_y = tunespread.calc_tune_spread(tst_data_Dx0, tst_inputs, True)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "TWISS lattice Gaussian space charge tune spread: dQx = 0.124, dQy = 0.125\n" ] } ], "source": [ "print (\"TWISS lattice Gaussian space charge tune spread: dQx = {:.3f}, dQy = {:.3f}\".format(\n", " tst_Dx0_dQ_x, tst_Dx0_dQ_y\n", "))" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "theoretical Gaussian space charge tune spread: dQx = 0.122, dQy = 0.123\n" ] } ], "source": [ "# smooth approximation\n", "print (\"theoretical Gaussian space charge tune spread: dQx = {:.3f}, dQy = {:.3f}\".format(\n", " dQ_inc(beam.sigma_x(), beam.sigma_y(), m.Q_x) * 2, \n", " dQ_inc(beam.sigma_y(), beam.sigma_x(), m.Q_y) * 2\n", "))" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "All data points selected for plot: False\n" ] }, { "data": { "image/png": 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Kbqku6AeAvz6L3WsHkl+8i/y2u8jKsa9Ac/vCbwHYVX1IsxaeLQnmoW16TjkF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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(8,5)) \n", "# resonances = ResonanceLines((np.floor(Qx)-0.008, np.floor(Qx)+0.16), \n", "# (np.floor(Qy)-0.01, np.floor(Qy)+0.3), \n", "# range(1, 4+1), 6)\n", "resonances = ResonanceLines((19.975, 20.525), (19.975, 20.525),\n", " range(1, 4+1), 6)\n", "resonances.plot_resonance(fig)\n", "np.atleast_1d(fig.get_axes())[-1].set_aspect('equal')\n", "\n", "inc_tunes_x = np.floor(Qx) + np.abs(qx_i)\n", "inc_tunes_y = np.floor(Qy) + np.abs(qy_i)\n", "selected = np.logical_and(np.logical_and(np.floor(Qx) + 0.002 < inc_tunes_x, inc_tunes_x < Qx - 0.002),\n", " np.logical_and(np.floor(Qy) + 0.005 < inc_tunes_y, inc_tunes_y < Qy - 0.005))\n", "print (\"All data points selected for plot: \" + str(np.all(selected)))\n", "plot_x = inc_tunes_x#[selected]\n", "plot_y = inc_tunes_y#[selected]\n", "\n", "# plt.plot(Qx, Qy, 'b*', ms=15, label=r\"bare tune $Q$\")\n", "# plt.plot(Qx - tst_dQ_x, Qy - tst_dQ_y, 'b*', ms=15, label=r\"$Q^{S.C.}$ for $D_x\\neq\\,0$\")\n", "# plt.plot(Qx - tst_Dx0_dQ_x, Qy - tst_Dx0_dQ_y, 'g*', ms=15, label=r\"$Q^{S.C.}$ for $D_x=\\,0$\")\n", "\n", "# plt.legend(loc=2, numpoints=1, fontsize=16, labelspacing=0.1).get_frame().set_facecolor(\"white\")\n", "\n", "# plt.scatter(plot_x, plot_y, \n", "# marker='o', lw=0.1, alpha=1,#0.3, \n", "# vmin=np.min(z_i), vmax=np.max(z_i), s=35, \n", "# c=z_i[:,-1],#[selected], \n", "# cmap=cmap, norm=norm, \n", "# zorder=10)\n", "\n", "# plt.hist2d(plot_x, plot_y, bins=20, cmap=my_l_r, zorder=2, alpha=0.5)\n", "# plt.hist2d(plot_x, plot_y, bins=20, cmap=my_l_r)\n", "\n", "# cbar = plt.colorbar()#spacing='proportional', cmap=cmap, norm=norm, \n", " #ticks=bounds, boundaries=bounds)\n", "# cbar.set_label(\"$z$ [m]\")\n", "\n", "\n", "\n", "plt.hist2d(plot_x, plot_y, bins=15,\n", " zorder=2, alpha=0.5, weights=np.ones_like(plot_x)/len(plot_x)*100)\n", "plt.hist2d(plot_x, plot_y, bins=15, \n", " weights=np.ones_like(plot_x)/len(plot_x)*100)\n", "cbar = plt.colorbar()\n", "\n", "plt.plot(Qx, Qy, 'b*', ms=15, label=r\"bare tunes $(Q_x,Q_y)$\")\n", "# plt.plot(Qx - tst_dQ_x, Qy - tst_dQ_y, 'b*', ms=15, label=r\"$Q^{S.C.}$ for $D_x\\neq\\,0$\")\n", "\n", "plt.plot(Qx - dQ_inc(beam.sigma_x(), beam.sigma_y(), m.Q_x), \n", " Qy - dQ_inc(beam.sigma_y(), beam.sigma_x(), m.Q_y), \n", " marker='*', ls='none', color='red', ms=15, label=r\"r.m.s. equivalent KV $Q^{S.C.}$\", zorder=10)\n", "plt.plot(Qx - 2 * dQ_inc(beam.sigma_x(), beam.sigma_y(), m.Q_x), \n", " Qy - 2 * dQ_inc(beam.sigma_y(), beam.sigma_x(), m.Q_y), \n", " marker='*', ls='none', color='orange', ms=15, label=r\"Gaussian spread reach $Q^{S.C.}$\", zorder=10)\n", "\n", "\n", "plt.setp(cbar.ax.get_yticklabels()[::], visible=False)\n", "plt.setp(cbar.ax.get_yticklabels()[::4], visible=True)\n", "cbar.set_label('fraction of particles [%]', labelpad=15)\n", "\n", "myLocator = mpl.ticker.MultipleLocator(0.1)\n", "plt.gca().xaxis.set_major_locator(myLocator)\n", "plt.gca().yaxis.set_major_locator(myLocator)\n", "\n", "# plt.grid()\n", "\n", "# plt.xlim(20.2, 20.34)\n", "# plt.ylim(20.24, 20.38)\n", "\n", "plt.xlim((19.975, 20.3525))\n", "plt.ylim((19.975, 20.3525))\n", "\n", "# plt.xlim((20.15, 20.35))\n", "# plt.ylim((20.2, 20.4))\n", "\n", "plt.legend(loc=4, numpoints=1, fontsize=16)\n", "\n", "plt.tight_layout()\n", "# plt.savefig('tune diagram.pdf', bbox_inches='tight')\n", "\n", "\n", "# plt.xlim((20.22, 20.25))\n", "# plt.ylim((20.22, 20.25))\n", "\n", "# plt.tight_layout()\n", "# plt.savefig(directory + 'tune diagram zoom.pdf', bbox_inches='tight')" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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ctq6aO9ZVLXxZgvF+G9jPH7ILsJ17A/qPY1fXBnwFULUWKlugap2d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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ffts_x = map(np.abs, map(np.fft.rfft, x_i))\n", "ffts_y = map(np.abs, map(np.fft.rfft, y_i))\n", "\n", "plt.plot(np.fft.rfftfreq(n_turns), np.sum(ffts_x, axis=0))\n", "plt.plot(np.fft.rfftfreq(n_turns), np.sum(ffts_y, axis=0))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# field solving with self-consistent particle-in-cell algorithms" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "collapsed": true }, "outputs": [], "source": [ "from PyHEADTAIL.particles.generators import kv4D, transverse_linear_matcher" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "collapsed": true }, "outputs": [], "source": [ "from PyPIC.GPU.poisson_solver.FFT_solver import GPUFFTPoissonSolver_2_5D\n", "from PyPIC.GPU.pypic import PyPIC_GPU\n", "\n", "# not necessary but nice: memory pool sharing between PyHEADTAIL and PyPIC\n", "try:\n", " from PyHEADTAIL.gpu.gpu_utils import memory_pool\n", "except:\n", " memory_pool = None" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "collapsed": true }, "outputs": [], "source": [ "from mpl_toolkits.mplot3d import Axes3D\n", "from scipy.constants import epsilon_0" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# self-consistent PIC solving for space charge\n", "n_mesh_nodes_pic = 128\n", "n_mesh_sigma_pic = 5" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "collapsed": true }, "outputs": [], "source": [ "mesh_3d = create_3dmesh_from_beam(beam, [n_mesh_nodes_pic]*2, [n_mesh_sigma_pic]*2, \n", " slices=beam.get_slices(slicer_sc))" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "collapsed": true }, "outputs": [], "source": [ "poissonsolver = GPUFFTPoissonSolver_2_5D(mesh_3d, context=context, save_memory=False)\n", "pypic_algorithm = PyPIC_GPU(mesh_3d, poissonsolver, context=context, \n", " memory_pool=memory_pool)\n", "pic_sc_node = SpaceChargePIC(sc_integration_length, pypic_algorithm)" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "collapsed": true }, "outputs": [], "source": [ "contextmanager = GPU" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "collapsed": true }, "outputs": [], "source": [ "class State(object):\n", " pass\n", "pypic_state = State()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Gaussian distribution" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "*** PyHEADTAIL WARNING! RFBucketMatcher: failed to converge with Brent method, continuing with Newton-Raphson method.\n" ] } ], "source": [ "beam = make_beam(m, n_macroparticles=n_macroparticles*100)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "collapsed": true }, "outputs": [], "source": [ "with contextmanager(beam):\n", " pic_sc_node.track(beam, pypic_state)" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "Ex = pypic_state.mesh_e_fields[0].get()\n", "Ex_bunchcenter = Ex[slicer_sc.n_slices // 2, :, :]" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": [ "def plot3d(x, y, efield, angles=(30, 30)):\n", " XX = x*1e3 # in [mm]\n", " YY = y*1e3 # in [mm]\n", " ey = efield * 1e-3 # in [kV/m]\n", " \n", " prev_rcParams = mpl.rcParams.copy()\n", " mpl.rcParams.update( {\n", " 'xtick.major.pad': 4,\n", " 'ytick.major.pad': 4,\n", " } )\n", "\n", " locator = mpl.ticker.MultipleLocator(base=3)\n", " fig = plt.figure(figsize=(10,7))\n", " ax = fig.add_subplot(111, projection='3d')\n", " ax.view_init(*angles)\n", " s = ax.plot_surface(XX, YY, ey, rstride=5, cstride=5, alpha=0.7,\n", " cmap=plt.get_cmap('coolwarm'), linewidth=0.1, edgecolors='grey', zorder=2)\n", " # s = ax.plot_trisurf(XX, YY, ey, alpha=0.5, \n", " # cmap=cm.coolwarm, linewidth=0.1)\n", " ax.set_xlim3d(ax.get_xlim3d()*1.1)\n", " ax.set_ylim3d(ax.get_ylim3d()*1.1)\n", " ax.set_zlim3d(ax.get_zlim3d()*1.1)\n", " ax.contourf(XX, YY, ey, zdir='z', offset=ax.get_zlim()[0], cmap=plt.get_cmap('coolwarm'), alpha=0.5, zorder=1)\n", " ax.contourf(XX, YY, ey, 10, zdir='y', offset=ax.get_ylim()[0], cmap=plt.get_cmap('coolwarm'), alpha=0.5, zorder=1)\n", " ax.contourf(XX, YY, -ey, zdir='x', offset=ax.get_xlim()[0], cmap=plt.get_cmap('coolwarm'), alpha=0.5, zorder=1)\n", " \n", " ax.set_xlabel('$x$ [mm]', fontsize=18, labelpad=15)\n", " ax.set_ylabel('$y$ [mm]', fontsize=18, labelpad=15)\n", " zlab = ax.set_zlabel('$E_x$ [kV/m]', fontsize=18, labelpad=15)\n", "\n", " # ax.xaxis.set_major_locator(locator)\n", " # ax.yaxis.set_major_locator(locator)\n", " # plt.colorbar(s)\n", " plt.tight_layout()\n", "\n", " # plt.savefig('ey.png', bbox_inches='tight')\n", "\n", " mpl.rcParams = prev_rcParams\n", " return ax\n", "\n", "XX, YY = np.meshgrid(np.arange(mesh_3d.x0, mesh_3d.x0 + mesh_3d.dx*mesh_3d.nx, mesh_3d.dx), \n", " np.arange(mesh_3d.y0, mesh_3d.y0 + mesh_3d.dy*mesh_3d.ny, mesh_3d.dy))" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "image/png": 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z2aRWq/Ws4O/+anhubo5yuTwRX7kC1Hb3+Oxv/gOSah1vYQ731btQKcPmDuHT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WSvYVOokvMoA11y1Nt8DuTKYITgw50Ok0xxOknZabgbHyikEDdV5WnGOElpBB777WDtgK8QgpYD\n6AQ1jpiOLIzXxG228Xz/we0Xt/F9F4WsyyV/wpvjiSA/Et6WxeL7UJDTNOWrr74iSRI+/fRTut31\nebbr8DZaBR8a2xTkeUnI7Xrp5eSKOTk2GH703/4r/vqv/3prMsV9UIcgDy/P8UxBuCLLdxl5loMx\n9Nv9rb97cTXgg6P9zR/SirwoN5JjqDy/+02PJE7IsowwDHAbzVsWjZSjzmaDrjQaOcuodd1qgCjO\nFZm2UELgaeiKgjTNiKIIqB4wq/842LZNnKm1hQxzXMUZhzVUTavUtVwIwmj6bdhpV8fD18fV/iyV\nJkOSFeA5YqYQ1zvXpZBUP16Sq80kWdQhoUv7Qr8BCdBLQ3277ZBzQIwu2STuqlJjb4myW4ZrS1qh\nx3Ba0pUlV8LjcEWD4jo0bQHGZpgXdO3rdZhaPoeBQ5ZlK7931LA5TaCntpPks0Kw32qgBZwmJQdb\n1G2o6qKzEo7Tkj0b7KWHpIusxHbcha3IYNFveeSq5CQzNE1Cc4XlaJk093wbPfMPn0U5H/RafDjz\nKF9bNEryoqzaAQX0PIHWNqeTFGNgv3nzoSkvCq5yaHv2Io95nmQxSgpyYwgtSXODFxrmRzAcdpuk\nquRimuFZgs6GlA0A25K0MVBOSC+GvEo1nZ09gmYH1tgv4LuR5XdFQX7X76s/JHz/e/MfCbrdLuPx\nmw2pbMJjngx5nvPixQtGoxEff/wxOzs7b/T79/XNfl+QUtZW56fu3kr12ABFkdP/k/+SPM8fPJlC\nSrlRORgPLrFUirVFedRaM45i9rrtrb95PhguBto2YTCKeP9gM9mexAkeivE4w/M9ut3OnUiFOMkJ\ntyRGXEwSerNkCq01w6ykkA6uF9ILqtexF+Mp3aXCAmOgVIpCFaRpglKK4WBC2PIWxNmxZ/aMpW1s\nSYnYMtSmtYYyB6tGMkWpbjg6Pj66JsqlqshyhuQyEzjS0G1tP+ekni9zO0mubAP1iajZYi1Z+Z1b\nx+heO+SkNMjpJZ61enkTbHbvQXABGrakCBtMJyPMBi/6OjQdyRiHUVHQseAcj2fN5XVYva4Hgc15\nImgWBcGapIjjHHZCZ+FBdqXgOCnZc26S3lXwrEpNvkhLpCrouhYneeX5vW2/gCop5sCGaRbwOtPs\nORJ7Fmu4ytM8TBW5sfjxYZerWBFPU3bDivTeKTrBUOQ5QkLPBqVKXg8nlAb2mz6jrMR1XA5aq2dQ\nurN9GuWK82mOwLDbvPvZ82mGu2SnCGe522mhuJjmKK3YDf2VucpzXEU5pRC83/IQxYT4bEji+Ag3\npNHpPqhX+V0gyE/k+GHxRJAfCW/LYvEYUErxzTffcH5+zocffsjnn3/+nU7Euer9rhNky7LWqkbr\nMGm+vyDHo86HJJMJP/p3/4pPPvnkrUw4b1KQJ+MR5DFOjdfyF1cj9nvbyfFgPKUTeFv33dV4Qr8d\nbuRdShWcnZ/xrNchaDXWKupxlrG/4gZ6A6VmUmqUkpTCYqfbubM86xZJE4LKqzxLSdBaI4wg9CyU\nUuR5RhxFlGWJtKrtbDs2ptSwoaIa4DzK2N3WtQvE+fqIt9tEWReAB8OJwZJ60dZ3G1prLF0uLfOa\nJMNdonzfM9ncs+wjKkpaK3zqh70Gr3XJTjzAXpFIUrpvdr50XcHXTsDhhiKYTWg7kjEuL+OUo87S\nMja0HQLsBRYXafXQdbul76SAndBbkGOoVM6jhuQ8Ufha0drmhQF2fYuLWPGfRzmf7Ta3xi82PZum\nB5dxgS4K9kLnhj1Da81JYugEAV2rxBjoBQ6l1pzHBUYb9mbnnjVTnQVV658lK+LsuhCGME1Svh1n\nWFLgWQVpam60A0ohb6TLzD3Hqiy5iKp6765vk5eGRMNO01/ZhOk7Nr4D2jiMk5w8BYlht3n98Jtm\nimGu6AbejTbO0LHIyoxU3VWuv6sF44dwT3vC/fBEkB8Jb0tBfpvQWvPtt99yfHzMs2fP+OM//uMH\nsQVYVkVA7hNl9n1gm31hHvEGMJhUrVTnVwrfGM6CQ8gy/utf/7u3Otm8bh2j6QQdjfBq3HTPr4bs\ndJpbH3riOMWV64fyFp9LUxxZpUusQqlL4ijmfDjmw/1dvA3Lm8QpjRkZvdV+Xa37JGGaaySG93b7\na4/Py/GUXrAlrm4Ssx9UOa6VElTdcJMkRmszK+UpmA4HOE41/HRt0bBv3hylhazhQZ6UsL8hxgyu\nifL5VyWlKrFsi1LLBVEGbpDlQaHp3ol4m///d9XkikzXO68TVdLa0qB3GykWO2viu57ttPm21Bzk\n4zvRfG+iVM/hNZpcCTi8RxHIMhxhkEFIYgT3uUrt+hbDDEaFWrToneaCfujeIMfL2AtsxpniLCm3\nDhReZSW2F/LjjsVFUiApN7bfzbETOqiy5CzROJT0AodxpkiMxWHbq4Z9l+iAsKDvVKTvNNPIIlkQ\nZQCDRBtAGywpOIlyAtfjs8PKxjVOCsalxheahl1do5RWizcJy8OAtmWx26jsbF9dRTiuTdO119bE\nzyGFoDuzWuTqmmRneUErDDi49ZZLG8NEW7jdA9rB3USdOdapyrCZLL8LBPlJQX5YPBHkR0IQBG+t\n8U4I8aAnpzGGk5MTvvnmG/b39xclHw+FuukQ3ze2DempUmBevwQkrZd/zSh8hvt//++cBgcEnse/\n+B/+/aOs4+1tmcQRajKoRY4vB2M6je1FIEqVJHnGXmezjxkgSjL2O03iJL6Rl2uMIU5iiqLAthz2\nep2N5Bggyws6SzfmUZSSGIG0qwrrVq9POY3Zb2z2JxvBSpVyGQKxhkwJpBR4vk8SJ7zX7+A7VRas\nWkrQKMtyQa6zTFO6ZnberL9piRpxcXN8dmDoOdYiIm5OlIFFtXWrYVFKhzWuBW5bLqK8xLtHXnKC\nxU6N42oZpdz8+aPdNq/PNIdquiDJkdJ0wze72Y8LTS908BzJ8VjzTN5/RmOAwwe9gGFWMsozOq7F\nvKNlG7qexTiHq1yhhaS7ZKtYh7Zn41ma17Fm319dqHKaadqeu7Bw7AYOaVFyHBXsuOBuiWS0LYv9\nENICfnMZ0w5cDtqbVXrLstgLLVQpOUs1xmj2mh5FmWNLiySLmShZDd5ZFuXMutEOqhSLJC+4Sksk\nmp35OWrMIrNZqQKtDaM4J0fwQS/EsiyKUnMeZZSqZLflb00JcW2LUGlGWtMKfJSB03HEXjNASkmi\nDEXQptXt34tEriPL647oJ4L6u4UngvzIeBvDafM2ve9KYo0xXFxc8PXXX9Pr9e6UfDwU3tX2v9uo\nQ+RLLXmZ7dLULxj/r/8bUkqarRb/1YoK6beBeczbHNPplJOXX9H0XRx7vW0BYDyJaLjO1qxjgKvR\nmP3udnJ8Phiz06rUGYEAU3kWszQlTTP8wKcRNrgcTdhrrSe1Wmu+Ob/CEpLz1EFICykgaHbYXSog\nyDOFv0Ug1Fpjb6nDBbBr+HAzZejNCOLcm7lsndFao5TCRFOmxYw0C3FjELDym85eV0sLajS5TfMS\nX1TZw7ezlOdE2ZKaSVQyLm2ColxrwVgmybGwONhiwVl+yHmTAb1tpSJSSp7td3l9ajgsI4QUpLZ/\nJ0O6LhLp0Z4NUe42fU4nCQc1I+8ALgrB/ow4dj2LoXEZ5Tke1K4cbLsWJ4UmM5LdLW8I5vBsyVEo\nuMg0nlC0lx5EXiea3dC9MwToOxZHjsVVolB5zv6GinaohucGheTj3Q6Z0pxMM/qerEWudxuVNe48\nLkiTBMf1Cb0G+7PotkXoXJktiLJr2/RtKIqqxlqXmr2Gu1CPtZacRQXtdhPfqa63ZVmC1lUUoCu4\nmkQoJIFt0VvzIHw6TQkcl8P28oyBy1WUklkOO0cf0HpDy84cy2T5XSVOTwT9YfGu7uffObzNA3ce\n9fZdLAuDwYDnz5/TaDTWlnw8FOYWi3cd22PeDNpoGl/9Xxz/v6+wbIt459NHI8fzdZy/tszznHQ6\n5vDokKJQDONkSfUyYKqSB4whzTLKIqcR+EySGM91aYXBSkJ9NRrTb4dbX1VPo4SGa2PJaxKllCJJ\nE1zHpdPpIIRgFMU0HUmUpEzTAiwLKS2QsiKMBoQwuGGbgyVSLoS4w09GccxBa/3rUoDLccTuFuKQ\nZgpnTfnFcpGeJVbU6i1BSonrujQDj86sNc2YKqu5VIo4iSmVAgS2bZEoC+XOhrQ2XCMiLdi/RWQ/\nPrK4HFfq8bKaXOUvlzdU5buoSHJm7nfNMPfwHgPkSuPUGFSUUnJ40OPkRHNEinlDcpyXGmfJH+7a\nFu2Gz0WUsOtsfwAqtMY4NxXLrm8zTGE8SdireV2cFiVBGNBzJK9jxbMVTX6rIKRgL7CY5lXKxZ4n\nOM4Ehy1vduytRj+wyZXmJC5oSlamQ4zSghybw3a1zx1b0vRtBnHOZZpxsKEmeg7LsmjbhikSSwiS\noqTp6RvfW/Y4z+GQ0XcsjDZcxAWlNgijMJbDQec6uu1O0YsxOI5Gm5IkLXh5PkAbw347xLVt4lyR\nlIKdZnCnnj7R4PYP6He3p/L8LuCHkAz1Q8MTQX5EOI5DnucPTj6/C+GcTCZ8+eWX2LbNT3/600cp\n+XgXyk3qYJ2CPFfa/bJElZUXVUpJtPPpnQrpt425xUIpxejqgmDmD3UcG8dZ7ZdTSoEQ9A+uY9ry\nvGCUZrOwhjmt1kRJgi1tRpmGdGlgcTGwVAUfG2OYTqe0Ww2SaYbSJaPRCCklnU4HJSySRGGAaZTR\naYV4rkO/5aysqJ5EMZ0apGJLuMVsG10PGK3DKMk42ujlnHknjWbbi/a8KLB1wTwnWQiJ67jguMyp\nvDEGVSrEOCVJs8X5a1uVn9kIie9dExZh2RhTpQ8Icf0KfqcNO+1bRNnc3J7ribKFsASZMtRIrQPq\nmkGWflsLdtpb+rNnsKXk8HCHk5NLanDZlRgZi71bKmPg2pQEDKOI7pYDZqDthSK6jK5vc5L6jLOS\nzpZ0jFSVJMJlb0ZSDxqS11HOrsNWq8UcTdfCwfAP44yPO42N5HgO15Yc2pJpXtkuDgJrcfycJwrf\ncW9kKc/RC12MNlwmBWVZrEyfmOMqKUBaHHVCXMfFMP+eZn9D+92CNFvQtVxOowJLuGCqJs3OrQr6\neQydFAJpW4BVPWS3GpRaM4hSvroc4Ns2z7oNijxHzYpODBAJn8bOAcEjzblU8XdP5PR3DU8E+RHR\nbrcZjUbs72/Jj70n3sSyEMcxz58/RynFZ5999qglHz8UgrzK3zsajfjyyy8Jw5BPT18wfnnG9P/5\nWxDtGxXSj7mOZVlydXG2iEHahuFoxH6/d+PfXNfBdW9+vygKtIZeZ/uxcX414IP3jsAY4jhGaMHh\nwQGWJfH9a8JycTXkvYPdO2rPbRRFQSfYPNx4MZrSXzP8NYdSetaMtxkb42uFAG3IlcKpURAyyEr2\nNhAhM7N7OLZDw9MIY2EaPmXQZGo5ZICwHNI0Q5cltpTEOiPqHBEEAQaDKkqkKRFaI3WJaBU0i5SX\nzycgckojsG5F0c2JMlyTZYkNFGSz5+tNRLl6+6C4T4KFqaEeL8OWEqfTRqU594mem6MUq/dN07UZ\nm5BRHNNZQ5KzUmPb64+nrmeRSZtBVtDzVh8wpdYMtM3REsm2pOBZy+M8KfAzRavG00helAyw+clh\nk2FSEN0qCtmEpmvRcCSXqUKYksxUQ4LehmNSSMFuw0WXhvM4B6NvPGhorTmLFZ3AIXAd0jRFiCpv\ne6/hoY1hkBQUpaHny7W2rUmaE5WCg3aAmF0D0qLgLNWUWrHf8LBMsbZaGyDLFSU2P3q2R1kaJplC\nG03btYgLzdi4CFswOT3FcWw818PzPFzPq2YtviOR9Xae3fm3dyHi7QkPj6c9+oiYJ1m8DYJcV0Ge\nVxxHUcSnn35Kr9fb/qUHxg+FIC+vZxzHfPnllxhj+PGPf0ymXfj2PzH5m79jItpEO5/yJ//y8bel\nlJJoPGJ/t95vX1xe0e9sj3MDGIwnd4j0KkyjmKbvkaYJeZYThiGO65Jl2Y382zzL8WxrKzmeRDGN\nGiRCsj0/9nIy5XCDIjaHpe/WS9/GIM45qCO1SklWGGJpoR0Xbbtoy0FLCy0sjLQqkptn5JbicH+P\nxq65GfcAACAASURBVOwh4vaeMUBZKs4uh7RDF1UoMAbPc3DsYJGgIaUEAf/kc/jm9QmvL4A0xk0n\ndHWEJ1erylazXCj4xmgytY4ki9ng3P0sFvoNyIiwXfp7TU6vhhzY9a8Tk2Lz+rU9h6FpMEmmtFZE\n8I2Ms9XD2/FspkJwmeXsrCDJZ7lcW2izFziMM8FFUrK7Ia0iL0qutMXBzKPfDRxyJTiOS3Ycg1vD\n0yyEoOtZvI5KbKcaettEkOeQlmCv4VVteXGBxNCwJcPCsNfyF+funep1UWUyAwzjnGGW0XYEwdIQ\n7tk0w3MdDm5tY99x8B0otcMgzii0oe1KwqXvzrObz6cpnu2wM8um9hyB51RFJ68nBfsffkx7rhob\nQ1EUZFlGkiaMRiPUbFbH89wFcXYc5zuT5nchwQLuWlSe8N3wRJAfEW+rTa8OQS6KghcvXjAYDB6k\n4vi7wLIsiqL4Xn77PpgXhfzDP/wD0+n0xgNFeXZK/uVvAb4Xa8UcWRLTbgS19uVwNKbTCLcmVgBc\nDkb029uVY601k+mYhuvi+T6dbndxr6ncute30nEUs9/dvsy8KOhsKSKJk3RjC9scjiW3bptpnBFY\nm9VKQ3U8rKqPzlTJ1NgUtoe2HYYyQ7z3Mc3m5r/h7GrIh4ettdW5UG1D27IJA59mM1ysTKlLVKEo\nioIkSdBaz45XTSsMefazBpa0+OaislGdDYZ46ZigGNMUFYFSWpNHOZMZ4Wo15EaSnAv7XoNzxhjM\nCiVwGzQV6en0u/ciybF0OdjyFqXr2wxMg2kW3cgqzkq9qDXfhqZrYQmPsyRn37/edxeZWZDEdWh7\nNpkUvI5LDv27hEZpfYMcz+HaNoctm6skxyQFu1vaHjOlGBQWH/QrD/80Kzie5Oz4shbBdmyLPdvi\nfJpxHBe0fefmg61hLamcF4GMs4LxNMcxBZlw2G34Gx9oLSnZaVYmpGmacx4VSFOy0/TJtMVVqtlp\ndbAtCw3I2TBgUmhip0X3/R1yDXla0vArpdhxXRzXpcn1dadUiizLyPOcKIooigIhBO4SaXZdd6Fw\n18GTgvy7iac9+ojodDoMh8MHX+4mRbYsS7755hvOzs744IMP+Oyzz753r9QPQUFWSvHy5UuiKOKj\njz7iRz/60Y3t1vzbv+Kb//Sc34T/lH/93/8338s6DgdXtEJvI8GaYzqN8Gxra6waVIpw4LtbL/iq\nUHz96huOdndoNBrI2z7fysYMwGQa0wq2K7nTKKZRI0YsSvOtw3laayxKtlki4kJxuKHydv5XySU1\nPMoLYuFSuA1Mp0W33WZOacxkek1mN8CSsta+my31xgotEjRYStAoNcfnF3R9l2haFZy0bIHdaRM2\nmwgEqlQcX50jkphkeMHHS0rqJKp2VjNkJUk2W+LabmOSl/S27KPbyItyMdQ3J8lnV0P2t5BkYwym\n5rbsBQ5Xc5I8+/tHxmF/S33xMgJHIoXDcVxw5AviosR23Vrk03MsjmzJeaxoSLU43rXWnGaCZxsq\n1fuBS6YUx3FJ3zUrW/SiXBEbh4P29bne9ByansNVnFOk2Uaf8Ryn04xG6LHrOmSF4jQucIym3/Co\nk1Ld9hy0zomVhWXZjNJ8QYC3oem7NIFCKZ6fTyiN4cOdm8UopXQZlg7m4CPcoMFccnGiU6L07vHS\n8KvvWrZNaNuES/n0WmvyGWkej8dkeQ7G4DgOnndNmq0118Qngvy7iac9+ojo9XpvpSzEtm3iOL7x\nb1prXr9+zevXrzk6Onqwko+HwLtMkLXWHB8f8+233/Ls2TPCMFxpiYn/85co4fCv/8fvhxxfnJ8z\nGlxi25LQ3zwElWc5ulS0ayjCSinyQtHf4Dsuy5I4jplGMUd7e7TWkkGxUJCLoqATbo+Jy4qCdo0a\n6xoldVyMIw62NfDBhszga8SFYpgblNulsBz8bptwTdnAMpHehNvFGOswnk5vvG5eB2lJfD+gsaRc\nG21ozLKaB4mHNpLO7gEWGtXe4ZwSPRrSzYc0ZhtiGoPrGPICWoFYcHO9YphyE3J5P8UZYFpCb4kg\neo5Nq9flbLCZJF8VsN+tT3D7ocMVFUl2JNjO/Ye5PNtirwHfTHOkELzXrL8MIQT7DYdxJjlPCvYC\nm5McjmoMNHozNXmYFIzigv3w+uFunCmU5a5VmPuhS6krn7FkteKtteY4Uuy2fFz7+mFl37EXRLmI\nM97fULYBFcEOfZfD2XYplOI8ytGqYK+1OjHn9npcxAWHvSaB6zBOMkZphi00Td9n5HRxDz64s5yi\ncXBnWdtIs5QSPwjwl/4mY6pK7TzPieOYwXBIWZaMvj6m1WrRbrdptVqEYfhOWCyqlJ+nQcGHxBNB\nfkTMh/QeGssWC2MMp6envHz5kr29PX7xi1+8c0+27yJBXs6A7vf7i+12fHx857N/8+//O3bEgM/+\np//5e1jTyg9tgN39QyaTCYNJTKoqD6kwGq0NxpS0mw1s22YynbLX79Za9mA0WftZMxvAU0rh+z5e\nWW4gx7M3sKaKiWtvKfIAiOKE0K1Riz0c12oPs2S9G8Y6/3GSF0yNzVh5JDLgvY/38bZMxadZhr1x\n4u8asmZTXKoU7RqKNIAQN7efkALHdXBchyCEs6HAAHkuKLFpd1uYTofxpM/l+SkH5RjHkmSFwHNg\nkhh0aQj9+4/M6XsqzgBqBQn3XRvT63I+HLBnrR64VJZ7bwGgHzoMRIPzyZRP2m+WdmBbFo7joIVN\nmpf4NY7fZbQ9i8yC/+8q4ZN+414Epxs4FEpykiga0lAaMI5Lb8PbEKjOi72GR6YqsusLQ2d2PuWF\n4rKAo264cl3mRHlsFGdxgdAle82b57bSmtNYsde8WUDk2Da7to0xLoO48hR3XLmymTNKcyaFrob5\nZsdEe/YGapCWnLn7dPaOam+r+5BmqIhzZbuohvua8yF2Y3i/ucN4PGY8HnN8fEwcx1XWum3z6tUr\nWq0WzWbz0Qmzqflg/oT6eLeY0+84er0e33zzzYMvd06Q5wSv0+nwR3/0R+9slfO7RpDnyRRBEGzN\ngP7LP/1zjsqY3s8/e8Q1vEaapkyn0wVR8zwPy7LuxPNpY0jimMvTEzqdDhfjGIHGlAajFc1m48YA\nDcDVYEy3tVq9TdOUNE0JgoBGo8HlYEi/vU0RFpRaI4xZKFGbkOQ5+zXUYynEVh+11hppttsrJnFG\nOCNd0zQjw0ZZLoV0cNq7NMIGMsvILy62kmOASZSw36s3BFmXC1mi/o12m8i73zWcDQWeWxU1IG0E\n1bXJdLucnZzQHLymKUqUMgSeBCGJ4pJI5BDWt0y8ye1ar7nJB66N7nS4GA7ZtW9+JlMap07e3wqE\ntmAUhAyzckU993ZM8xLf8+gELldxTpYWW2PgbmNUGD7e7zLJFGmSL8hqHTi2xUHT4vUoIdWGj9eW\nw9yFZ9sc2DZJrjiJCqxSgXuzbGP970ragYdSJWdJgVElew2XOFdMteSos/48FkLQnz0wT9KM8TTH\npqQ/s19cRVU9+EH75jXNGMOV9pBHH9P5jqUfsJo0wxa1WQh838f3/RtvFl+8eEEURQtr3nQ6xRhD\ns9m8oTa/7Xvyk4L8sHgiyI+IbrfL3/7t3z74cuM45vz8HGMMP/vZzwi2vPr6vvGuEOR5MoXWmh/9\n6Ec0m5sJ3+lf/AWNy+d4Msf97PNHWstrFEXBaDTCXybwQqxUDqQQFEXB0dHRnTZEYwxpmpJM04rE\nGEMSR1UFLAZhYjqtSn3O85wkTnDd66KPJE4IPRdrS3UzVMN+n7y3PbUlTlIaW6fsDVlW4NYQCq+m\nMTtriIYxhmmaUxjJZZTTajQpSpuwt08QBKy+9da78dxLxXxgKwbM2gu3YL9b/e7lROI6grwwlEYA\ngr2jI+J2m4tvX3BATKEEjq1JjCG0DYNRjpgN+TVDORtcvPubShuse1LkOCtoeuuvXQ3PhU6Xy9GI\nHftaSR5zN/u4LkZK8tFui3FacJUm9P17RNgZw7iUHM0sBP3QZZqJangvqHdrHaSKwPfwHRvfqYov\njqc5B6Fd+1gaJjmtZoNDz+IyykEX7DXu4ad2bTJtSIyNQBJlBY2akZH2bJiv1IbnF2OMEHyy26n9\n2y3fo0WlXJ9OM67GUz7a7dx5eM9Lzcjp4x+8/9ZJ4Da1edWWNcbQbrd5//33F/+mtWY6nTIejzk7\nO+O3v/0tSimCILhBmoOg3pD1Ex4fTwT5EfHQKRbT6ZTnz5+jtSYMQ376058+2LLfJr5vgpznOV9/\n/TWTyaRW1N28oejF//F3tMWU7h98QfnscRXksiy5ury8kSkMN1veljGdTvA8d2VVuBCieoiaPUhp\nrSm1XmwHXWoGkzHTyRVSShpBgCoN0SQCbRiNRvRaDRzX3qgMF3mB71gri0BuI86yWurxOE63DudV\nfyQgBKM4RQkbLSwUEoXECEGrs4PnuoSjMe0tSrhAbC0amaMuqRlPpotSl4eEuAcpPeoaMg3uTH2d\nE2UvbOJ//hNevfiao/wSU4gqhSAMwejqgcwYJrHGmBLfrUoS5vXBUkrGhabfuZ/KlxhJf4s9oOG7\nYLpcjYf0ZyRZW2+2HXNVImZvItq+QywFZ1HCflBvH15kmoPWTZWz6TnYUvI6Tjn05cbjIcoLsD2a\nS8dB6Nr4jsV5lONT0NmSVjFKC6Tj0vTn1doe+cw6EUhDe0tOOFTlH7bjcNisfmua5pxMcroe+DUV\nz8s457DfJnAshnFGURq6noNbY+AWqoxtbeCLZ7uM4pxJkRJagmbgEZWQtj4kaD1+jOYc69TmOcqy\nvHNtllLSbrdpt6/fKBljSJKEyWTCeDzm1atXpGmK4zgL0txut2dDz+/GzNA/ZjwR5EfEPAf5uyJJ\nEp4/f06e53z66ac0m03+5m/+5gHW8HHwfRHk5USPjz76iC+++GLrk7uYKbR/9R/+Iw2g8fu/h/3Z\nB4+zwjMsmvtWDOMJIe4okWmaorWhWXNi/GowZGeWd6y1Jk5ipJAcHR3dmdoeDAa898GHSCmYxgk6\ny2cM3SyI07zW+vLyHN+2OR2MKyLlODQD/44nPk0zgjpTd4C9tL+M0cRZQV4aSiEwWJRCog1MMshs\nj3Z/D38Dia8r3NTVd+oS1KxQdOr6imv+tta69u/HSYpjW3QDOJ09sy8TZSMs9j/5lNPTBu2rV8Ra\nsgsgJAINQizqQpRm0aYYeFWt9jQzhFmOtK5Js6yk57XrtMp/vAqNwAHZ4Xw0pmlyAv/N1LdhIdjr\nXp8joWtjiZDX05hnW0hypkqktVrl9R2Lg3bI6SSj76iVSRNaayba5mDFYJ8UgoOmR7RFTR4lBTgu\nrVsk2rVt9ls2UVpwHOX0HIm/hqhexDmB7xIulQQ1fZemD+MkYzzJaLtVq+MC5vpVvtaak2nObtPH\nmf2dvUa1TcdJxmCS0rAEzQ0JIaM4oxSCg051PvRmnuYky3kxKWl/8BM8783eEDwWlFK1PMdCCMIw\nJAxDDg6uSXee5wvS/NVXXzGdTqu3NM3mQmlut9tr54me/MdvB08E+RHR6/W+k4I8Vz7H4/FC+ZwT\nuFWVyO8qpJSPekJrrTk5OeHVq1f3TvSwLIu//A//kdbVV7RM9XDjivzelbvfBRdb/K/LW1JrTRTH\nC8K7DZPJhHariaCynBR5QRgGOCt+L0sznFkxBbDRkhLHMbsHz5CzizxAUVQFAroob5C+0Sii226T\npLN/mJOoW8fIJJriWRZJbDAItBA0wh6Bf/NBYDwec3DQ2uoZnkYRfo30gmk8JfDrqaF1NR9Zw54C\nMy91TdI7nkQ0a3qEozRnr1cNYx50rkkyLBNl6O0fEvk+k2++JssNnisqo7O5dQbMJujTAsDCC108\n30NrjS41hcoX5/y10mxV0YBCYHSlINZFw3Oxel1eHp/zo/b9FWRVlpgVhMZzLPY7DV6NEw5tvXbg\nclBIDjbEsUkhOGz7XMY5cVrQu+VLPs4Mh+3N+6rh2gSOxWWU4VDQXYpJjNIC7Th0NyjMDd+h4Vfl\nG4NpykF4c5DxLC5o+i6Bu3oZ7cCjHVREdzTN6biVojxPpsmLgotEc9gJV74lmn8/znLOogzblPRv\nPRSeTxMC16V9682BKjWR26f//kc/CPtBWZbfaRjedV12dnbY2dm5scy5RePk5ITf/OY3lGVJGIY3\nSPN8ZuYpxeLh8USQHxHdbveNCLJSihcvXnB1dbVS+Xw6KVbDGMPl5SVfffXVjWSK++DVX/wv7Kdn\nIKD5h/+E/o/eBwom7Q95DKf3t9++pihyet01KRS3FOSrqyt2dvq1lp1nFWkxxjAcjfB9n06ns1ay\njKKoNvFO0oxOu0Wapot/cxwX5xYhzbKMbrdLa4v/G0Ab6HW3+xtLXdYaqMvyglZ3+15MM0W3hhqv\nlKLuW1FRk0qPpxGNmuS8MAa7Rg4vcKcE4WC2WW8T5bwwhM0O0Xtf8Cqb0IwHHIRmNUlewiQuF8OP\nrYbDfFhy/jCvtaZQBWb2YD8tSlqtFuWs8KTOFc13bNp7+7zOEp55+l7FDoMC9jur96klJe91G5xO\nUppZRvNWIPQ4K2luGORdxk7oEueSkyTncNZsc5GW9Gvml0sh2Gv6JHnBcVSw44I2gkTYaz32t9EL\nPYxxuYxyTFmw3/Q4jQo6gYtXwwLRDjzawGRGlBvSoMqCQlkcdbfbokLPJfSqmLeLKKMsS3YbHqfT\njJ2mfyc7OlWGaXBI0HvYxtm3ibeRg2xZFp1Op7omzzBPEhqPxwyHQ16+fEmapniex+eff87h4eGD\nrsM/djwR5EdEs9kkiqLany/Lkm+//ZaTkxPef/99fvnLX65VPp9esdzEeDzmt7/9LUEQ8Pu///sr\n7Qnb8Jd/+uezhw/DB3/0AUpXNyf9/qf0mm//oWQ0GmN7IbYbMBhHgMHoEqM1vu/RCMMbHuTBcEin\n0679wHQ1HBD4PqUqFwN469dlRGtLM9wc48mYZrOKiTJb1M8ojtipUXdeFAVWzfi0bVXW9/1cVYCy\n/fwajiN2u9uJPkDdubtcl3Rr+jjlPdIu5Bo7wyo1WWuDY0H34BlZvsuXFyccMKya6FaQ5KIsb9ha\n5rXWAK2GtSg5WcAYRlrhztJ45m/DpJA3fM23D89RktPyA9xmwOvLIQduWasl0mhNWeMB5aDlM0wk\ngyyltxTfFmm5sVjmNkLXxrMsjpMMT2VYfgO/5oPMHIHrELgO55OUyzjlx0f1HoLnEEKw2/RQZclv\nLqY0PacWOV5GK6gG6k4GYwZRzrOd+0kEjm2z27TJi4IXgwmh71OU5Q2CPC0g735I0Kg/6Pcu4LGK\nQoQQNBoNGo0GR0fXMXdpmn7vOcy/i3giyI+IObmdD32tw7Il4PDwkF/+8pe1Dv5ty/3HgDiOef78\nOWVZ1kqmWIe//NM/B2AnOgYpUFpi/+wXkJ8D4HR2H2ydV2E6jUgytbA6tJybN4w0SRiMY8qyYDwa\nMRqO6PU6K4fybqPyYr+aKbetra/7lVJgTO2IIqVK2i2v8plv4JVKqYVvcRtG0yl7NdTrNE1wNtTZ\nLqNui13tz1n3eZtT74H2PhFvd5oMN2DTet4myePplG4zxHUk4OI9+5Bx2mM8OmOvnODcOn6mStBb\nU9AyJ8ut5TgyIcB2bhwLhqrkRGtNWSryQi/WW0qJJSWJFuzN7AEHe33OLkfs6BxvC/kcZJqdGgOh\nAN3AJbIEJ1FKV8BVWrLbqOcdX4ZlCQ6bPs+vSlpvUL8Ns7Y3YfHJ0S6ncU4gNO17RMIBXCSKD/aq\nOvizaY6Npt+sLx4M4wzXD/ik1UAjOZtmOJiFb3gb4jQnKg2fHFTXzzjLuZjmCKOQQQux9yneA0S4\nPTa+76IQz/P+0d/73waeCPIjYtsBbIzh/PycFy9e0O/3+fnPf16L8ED1OkZr/YN6itSz16kPgWV/\n9meffbY1mWIT5uS4cfmcEgj+i38KycmDrGcdJEnKJEpxN7zGnbc+GWMoVInv+Sgkg3FUvbY2GssS\ndG5NUMdxzGg0ot/r0e7Uy+sdjcbs1rRWDIZD2vNQ/S3X69FkzM4668gtODWPkyhJ2ettV5+SJMHd\nGitXQdQTkGsruFprpKgZ8XaPm16diLfr5W7+35dJclZoWq3qVuE6krzQeH4Lv93kfHCBPzij71yr\nxIXYfltZVpWbwd2oQkEVbyelBVxvVz0nzVqTF4o0TRAzpXmn2+RqPKWd5xvrygtpYd/jutNwHWwh\neXWeEHoOvZpvMm7j9TTng70upTEcTzO6tr4TZ7bx+3HBQaeJlJK9VkCc5xxPMvquhXe7F3wFzqY5\n3fDa0rDbnjXjRQUuJb0tUXlXUYrtODTdSun3XQffdciLqiEPrdhrrX94GEYZWBa7SzXXoefiu4bz\nokmw/+naKud3He9C1fQTQX54/DCPxh8whBB3iKwxhsFgwPPnz2m321vLKlZhXhbyQyHI8ySL70qQ\n3ySZYhPm5Lg3+i05EvePf0k3PgYhaM7U47eJPM8ZTqa4Nae2tdZMxhP2Prvr11NFwWAcgzFE0YQs\nSdjd7RP4QW1yPB1Pag9+aV3Ffc1vFIL1FgutNba0au2ryaT+kJxdc/gtShP2apBzpVTtZdbF1XBM\nv1Pvzcb9CPI9lMkaH52TZHOL+LuzxJE013R6u+TNNq+Ov2FfT3EtiblnJfW3g5yw3WISa1rh5u/K\nGWkeJyU7nSa+69zwNbdDn6uxYjqK6AXOnQSNKFeEb6BQurZEugEiCJnkOa17Fj6M0oJW6CMtCwns\nd21GccpkmrFfow79dJqx2wpvXC9D1yV0XUZxxtUk46DhrL2enk0zWsFdv6/n2Ow5NllRbCTKF9MM\n33MJPRddliw//bqOza5jo3U58xhrdkLnBmG8mKZ4jk0zuPm3Kq0Zyi7N997nhwxjzPcay/b09vjt\n4IkgPzJarRaTyYTu7OY8Ho/58ssvcV33O5V8zAnyfYn19wXbtr9T8oYxhuPj4zdKpliHOTkGyJWk\n+c/+GUmSAAb7Z7+E/Bz90U+hnHyn31kHpRSXgxHuhrKE2xhcXdLrr/Yj2o6DZwLiOKbT28U/8jk+\nfkWz2WYwmmCMBmPodtort53WGqUKWq16ZG4wHNHvLZHODcrrcDSkX1M9LkpF29v+Svw+iQ+2rPcg\nORxP6DQC8rzY+tnatych6vufa/491blUP+Ktrnp+0IHTwep1dZ0qUs91XNwPP+Pi8gx/dA411fE5\nMmPRnm2PSXx9TdhElmMtF/YKIcQNX/PRnsckTrgcj9l1DYXK0cYgEFzmcBgEaG0Qsr7mHmU5oe+y\n22kwSbIqL7lRjyRrrUmMxd6tTOJO6KNch5MooylLmmsyiwdJThj4a+1IndCj7btcxhmmvEu4L6Kc\npu9v9Bx7jsOe4ywUZceoRbPd2TSh6fv4s+1tWP0GQkqLndl3RnFKnmY0LEOkoBW4i+/PkZeasX9A\n0N1bu15PeML3iSeC/MjodDoMh0MuLy+J4xhjDF988cUbe2Xn+L7LN+4Ly7LeiNAvJ1P0er172VDq\nonH5fPHfd9XbV41hZq+5HNyLHA+HV3S6vZWDn0opoijCsiza7YoAT8YjdnYObmzzsiwZTaeV0qtL\njFY0ghA/8BgOB/S79awVRVHgOvbNdJXqL1v5+XUNbLehtcaqqYyMRkO67Vatz9ZVW6QQawfa7iyz\nJkGtu7z7YDyOaDTuH/FWBzthSi9wGKWrl6+NhWOVdHb2GTs+8eUpO6WurbzrNdtjE1ne9qasFQZ4\njs3ZcMyhZ2FJSaHU/8/eu8VKluVnnb99j7137Lica2ZVZl3b3VS3sZrumQYMPIyEJQuNhotH4gFh\ne2RhITQYYRAIG4knWwIBbokXJD9xeWA8L/3EgGQLWYzlC5KxkRrh6a7MumRWnlvc9v261jzsiDgR\n50TE2TszT2VWOj+pVFXn7LNjxb5+61vf//tjzmO6i6JAzAsMVwsBtyVozEqVPWdeD2BbFIbG4yDh\nwJQbc45XcZJUHG1ZMdB1jcO+Q5hmfBbm3LmSeZxkOVIzcW5o+KGoCvvdDmVVcRYX6LJkz7UYRzkd\n06TTwIIBl4pyUZacRQWzMOTN/cEVciu5aTrYd2oV+uOLGZZpEmXF2j6SEuLuPWyv+XX4PHDu33zf\nH/ZeF7y/Ro3XBPlzhuM4/J2/83cYjUb8yq/8ylo/92fBQkH+ouBpCP1Cbbcs66mTKbZh1XcM0P3h\nH17+Tn75h5b/bYrwuX3mKr7/4CN6/ea+6TAIsCz72uRACEEURUgp6bpdtHnBWpZmKKp6bUKiaRpe\nb92zGycx47MRihSMZz6aojC4wZLhBwH715RsZWM35cl02jgRYzKdsbeIdpNyp3lWUdVGFqM0STCb\nFvI1LHyb+kHj9rxNW0dHUXxtSXwbCiExnjLibRdqv3Q93uOB5HS6eexFVZPkrBIcvPNlHp2fsZ/P\n8G7oCy6FbDSxWCXLqAW2efNkwDQMjg/3ORlNOVBLglLheLhOVCUs7RkbEzS0uvXy1Vg3Q9e5M/SY\nhAlRkrG3pVhulhZ4dufGc97tWLimyUWcopUZ+26dIT2tNI5adCTUNY0DTyPPSx6MQkxdZfAUOdGG\nriMpOd4fEBSCWRpz2O3U5H33bQjMC839hDf3++i6RlmUXIQpVSWwLAt58B4du9kzYBVNCO5NUNTd\n741zP935++MrnP5lSZB63Xnv+eM1Qf6ccH5+zi/+4i/y67/+6/z1v/7X+dt/+28/1wv6VSbISZLw\n4YcfUlXVc1Hbr2LVWgGX5NgLH9UvUOSl/1jK556BfH4xxhscEcchUsRIUSGQDPqDjddImqagyDU7\nzqKFaZ7nuI6LcWU5M4lDBnvNkjcc2yFLkuX2RVkwCqI60ksKZFUw6HlLj2GaJtgtJisKsnF6haaq\njUlq07SJsGEhH1A3QGiw27KqMM1mL/ymVsEozzkaNvOKq1pz4tBGwZ6FEe5KF7SbSLKmG5iGOXWJ\nDAAAIABJREFUyvDwiDB28UcnvNGRWwminxfs9Zp9xwVOfTgc6ISloOs2iGvbHzDyQ6IkZP/K7xTq\na2zV8nKVNF/EBUd9k0pIiqJYpmigKAy7Nmmu8ziMObavF/+laBw0jISrVWCbPDc4iXOiJObto6sj\nboZSCAY9D9tQOY9yLKX2ZzfFeZDScyws06Br18WRkyihLCv6prKzIE0IwUmQcmfoLe9dfe5TnhUK\nZe/eTnJ8Ewm+ieA+K27e//p763nU0rzGy4nXBPmWEUUR//Sf/lO+853v8Pf+3t/Dtm2+8pWvPPcb\namFZ+KKgCUG+2jlwb4vX9lmwSo5XrRULyC//0Fy5ZOk/7hjPr4/eeDKjoi6ucbuXREGICj8MakIq\nKkzDwu26CCFIk5jB8PJYSCGZzRt9DPqDa4RuMhnjtVCnJ+MR3d6lTGLoBsbK/0spCKIIkcQoUjKb\njjncv/4i35SD7Ac+jtMsJivLMvSGSm8SR43V1qb+37p18+Jc71aJ2tzPja0YDX3S0I70NlWwAUop\nMa+MYxdJRq1d06ahYvY90o7NwydPeFOPsTakP+RSX/qPm0JZWSUIo8t7cSdZVjUGB0c8DmPuOurO\n87VKmqdJzvFeH1PXanKsKFRVRVkUSCSKUm930HO5iDNMkS/V5JMwZ7/fXiU1TR0lL/G8Hqdhyp6t\nY7awkeVZSSJgf54WcWgaJFnemChfBClduybHC6iqwv48oeJ86pMnGQO7wr0yMS6F4CLMuDPoXpvY\nTnIN9eAdOivfZRsZvm0S/LT42r3r76xn7aL3Gi8vXp/VW4YQgrt37/Lbv/3bmKbJo0ePnqnd9Da8\nSgryajLFW2+99czJFNuwiRyvqsdwmTrSIkGrMaazgLTcrMaoqoa34s/L05TpLGA2GeN53jwftqrt\nFHO1edMxCsMAu2M3aqAAdcScbpo7H/iKouJ2a69vGPjsH7+FUOoXqyIFUpQoVAw3KINVJRp1uQMI\n4rixVzbJMg4abttUkZ7NQnrzoqObVlGbXp95WTZuEtIqwaINQW6xIrwtum4bSRZinvVOfct0LJ27\n79zn7GyEGY05vrL0UrX0Yyd5jr2lPfguslypOkOng9OxeDILGCglbgNfbiI1PNNYJrRous7qEVlL\n0LB04rTiwSikb0h0y63Py82W3TXEaY6hG/TmaRKTIKFIEg671o0TMSEE46zkzhUriW2Z2JZJkuWc\nhTmmIhm4160bozDBtS3sHXahgWOjqCpZWXEeZehSMOza5GXBOL7+2VJKxqWBefgOo9iAZH1/LysZ\nboqXIeINXse83QZe/Fl9yfDpp5/y4z/+45ycnKCqKj/90z/N3/pbf+up9+d5Hj/90z+9/P9+v89k\nMnkeQ12DrutrbX1fdmwiyFJKTk5O+PTTT7lz585zSabYhl3keAH9a9+gKK6nF9jWs0fphWFEnAt0\nvRlZNDsd4iTk+M23kcCjJycgyrobVZFvfDgWRYGoBJ1u88YGaRI1tmJA3T7W6dZ2BdO8fNEJUTGO\nAiaTmFJq6GpdzNSUHAMYLZpkNJ0A5EWB3pCUybkVpGgw8Wz6cprOAg6b2iZavO9aRby12e+OY3WV\nJJdliamrFJWKoYk1XnhwtE8ce3x0fso+MZ6lNvYfr2KaSY6HNxOqVbKc5BmdeSMLVVU4Gvbw45Qw\nijh2txPBWZLTW9iYtsyQriZoWJbFoOfx/ZMRrlbhFHmdS77S4KQuUN1s3RFCEBSCo5UWzkPPRooO\nozBBERkH3naD12mQcjzYXqi6IMpZXnAR5WhSLJt8jMMUu9PZSY7hku+7HRO3Y5IXJU/8mFkY8+U3\n1xMp0hxOchPZfw8lrq+lLzohvoqXhSC/xvPH67N6Bbqu88/+2T/jG9/4BkEQ8M1vfpMf+ZEf4atf\n/epz2f9wOOSTTz55LvtaxRfRYrEYr5SS8XjMw4cPGQwGt5JMsYqrnmNYJ8cL9RjqF+AeM1hpTfus\nXfTiOMGPC3SjefFN6E+xOi5pllGVFUdHd5YP5dPTU6Z+AFUFCHpz73LozxjuN49QmvkTHK+5H9Sf\nTXHczdurqkbXG1AJ6PYHlEXBk9PH9Ho94qlPx9DxdnQki+KYTkPvZlGWzVVhP2juP26Rf6w2LNRR\nNbWxV7oddWy2dV6WrZpkLA7rthGvkuRpGC4b9GwiyY5j4rx9n/FkxnQ6whFJ4zzo5Xi09q+sWSY5\ndAyCFdLcczvkhs4jP+TQlFgbrDwpOgcrNoOm84pJlHH/+BBVUZiGKbYGnmUuleaiKObFgMq1BI2z\nIONoA8FVVIWDnkNZVpxHKbqU17oVnvoJhz2n0b1gmQaWaZAXdXZxEMUcDns4jQpNr2TuComq6fzA\nvTvMopQwkzimgmtZPMktlL0PGl/zX0S86C56r3F7eE2Qr+Du3bvLHuee5/HBBx/w+PHj50aQB4PB\nrVksvmgxb1mWrSVT/OAP/uBzTabYhKvkeJPvGGr1GAClVhLF2x88l89Ps4xJkGKYzb9nHIWkeYkm\nFGzHoeuu+xqtToeuV5O+OrYtIJxNMS2zsbpRFAUKKuaW5etNEFK2msh4g/2lzzrPU878BEUWIEq6\nto29EmWV5zndQTMi6wc++w0bn+has3g5uJwS3bR1WZY05Zwqz98KEYbxje2VF/D9aD2regcus5V3\nH4EFSZbKeszfgiRfxd6wD8M+3//wIUWqcOAoaOrNX1YIca2tdROoG8hLTZZVnE6PR35Ez8g4XMk1\nDtIcZ6VZT9PJihCCStGWnuGDQZc4zTkJU/YsFXO1eFbKZWfAsiwYhwmmaZEX+Vxp1uqs5pVjqusa\nBz2Xoig5j3N0UTHsdphGdVFdWyXTNDSMXGXQ75EWkiiL2PfsnZOo1blgnhVMs4rDnkteKtgdB7sD\ncVbwMDKxjz945Zf+XxYF+VU/zi8CL/6svsT46KOP+K//9b/yx//4H39u++z3+689yNQPlZOTE6bT\nKV/60pfwvGb5tc+CbeT4qnocvPUNFiVtq60EnjXiLc9zHjx8zKCFqhuEAePRiMOju3TszkaqonCZ\ngKZpGqpq0Ns7ptNxCOKgTsaoSrqOg7VlAhKEM4bD5uOajsd0+80zTMPQpz+8VN5Ns7NmyYjjkHCW\ngcwxtXZFb7qmNd6+XTHdKrZTpIkfcDhoRtCbFsgJIRqRRoCkKDlsaKORanMFe+KH9HoeeZbeGL1x\nPJCczzYf220Ue3h4hNO1+fjJGXtqjmfpO7/zeZRx0HDStMBFGNO/4dky7LnkpcX/OA/ZMyps0+BJ\nCO+/eWWy2OC4nYUZh1cUYKdT5xjPooRJkHLomvV1qCiomoKqqeSFxLC7DLv2htg5iXJFaTbmqRBF\nUfLJOAQpeKvXPt0nSjIEKv35ao6UglmUUlQVXUPFtTevcilAXpScRYKDnku+ePUoah1Pp+zh3Hm3\n9XheFB6eNLvXvrah4d/LQpBf4/njczmri2zJxQznizDTCcOQH/uxH+Pb3/42vZYxRLswHA7xff+5\n7W+BLwpBLoqCjz76iNFohOM4/NAP/dDNf/Qc0IQcD+NPKFEZrrzfBtUFy6P6DBFvRVFwOo7oH75J\nHIeIKqo9xI6HaV1XbcuyJAgCgmDGvbfe2U1qlEXLOoWyLCmKnN6gTpVYTcZIopBo4oMssW0H264J\nqh/McN3mE5SyLFF1rXHKghDixm1t5/LlPhqdo8iKahajKQLPtVFVlSzLQFEwdB1N11FQ5kkTzdBm\n2zCKLjuP3fBHqtJclW766Bv7AXteswSENqS/TdqFUOrJR95w+zf3Ib0iGG+yWiygqXWB6t37b5DE\nMY/ORxxbAkPXNhJlqZqtihEBKoxG/nRT1znaH+BHCWfTGYOuu+ZjFlIiJfR3LJjEaY7TsbaOse/a\nSMdi5Mcgcg69ywniKKm4M3/wqFqdv7yEnMfOybowtyiKurWxoiIAXTcYejbnYQ6i5LDXbLKUZwVJ\nBXve5faKojKYT7biNOMsyNAQ7K/5niVhXjGLSw77XVj5vkIITooe2vCdRmO4LTQlvKtw9SYrsNdv\n4BdtsXhZcphfRdwqQf7ss8/Y39/f2C1tcVJfRrJcFAU/9mM/xl/5K3+Fv/SX/tJz3fdtKcgveye9\nqqp49OgRp6envPXWWxwfH/P48ePP5bOvkuPh7PvkqNeK8kqhrqnHAAKF6OhtFvTtaSLeyrLkyShA\nt+oXoLNCWtMoIE5nc7LsohsGUVR3WCyLjHv337nxHqkV5NoX6M/G9IfHG7ez3S7Mv0kSRSRTH1Hm\nSFmtJWbchMCf0hs092H7s3Gr7XVNpzu4A4CoKj46f0IRT/EcC891KItyPhmU+GHI4XBAURTour7z\nWE2nPsOGKluWFfRWi+l2vIPaeJWVhi8zKVknSbv22eIZ2nSfsD3BYhMWIshxH06vPN42WS1mgY+7\nYhWyHQf7bYfpeAyhz35H46prpGlnvgXyssC6oVHJVfRcmzCriIRGEafsXYlEWyXNVxEJyeFgt3VK\nUVT2+12qquIsTNBkPf0e7uqCqMxJM+ukWUrB40nIYb+LEALHUBFC5/E4RJF19z5d07YWA47TcqPf\neQGnY+F0LIqy5CLIqKqSrtWhqiSTtOD4ipf/8yTHTQhwM8L77HiajrDPG4qivJRc6ouOWyXI/+Af\n/AOEEBwfH7O3t8ebb77J/fv3ee+993jnnXdu86OfGlJKfuqnfooPPviAn/3Zn33u+x8MBreiIKuq\n+lIS5KvJFN/85jfRNI04jj+X8W4qyMvL6+R4k3q8wLPM0KWUPLnwl+T4Kjpz5VYKwXh0Thz6OK6N\nKiWD/aNmDz2lzgLwp2Ncb6/RMr7tuoDL5OIMs9NjPPWRVUG/39+5XJilKYZlt4sgU7XG2xdFgarV\nino1b5dtu332j95AU1XiMIAqxdBUVCosq4OmaaRp3cRASomu6xiGjq7r6Lpx+dlKc4K47lvdnbWw\nuTnxdZQtIt7aZCC36YyHbB8d1+Tyn/g+vbnlZhNJhnWrRVHVyudV9Pf2KPs9zi7OcZNsabuYxRld\np12m8DguONxr18q4LAvsjkm/65DlBZ9FMT1N4Ji7vfaTOKXT6RBG259pXffynGqaxkG/S5QkXPgx\naMXlikUTKHDmpxwPLxv2IGul27IsqqridBpSFCV7nknHNC8tGorKiZ9yPGg2WTR0na6jI4VkGsU8\nOp/w1tH6hFdIeWvkeBsZ/rwI8E0oy3Jtsvcarw5uhSAvlhz+43/8j5ydna39znEc+v0+nU6Hw8ND\nvvzlL/OVr3xl+e8PPvjgVhMMbsJv/MZv8G/+zb/hj/7RP8rXv/51AH7xF3+RP/fn/txz2b9hGLdC\nDF+22eNNyRSfh+K9iRxvK8rbpB7XePrjKqXk0ekY1dxhX5CSNE1JsxTX67N/cETgT6gqSRgGCFHR\n6w125xJTF/JpRgejRYxaGMzouD06HRvoIqQkiAJkFaHIkv5geG35Pk4i+i3U4Ml4xL233mk+pnCG\n1z8kCkPKqsJ1HPSV68b1ekCt7Aoh8P1PUTINU5UYhkbXsetGDmVJmqaUZbQkzWmaUhT2jUozrEes\n3XQFNL1Cpn7YOLWhjZOgqSoNoLQIQW4TMycVDW2F1F8lydesFju+oK7p7B3fJYljLvwJXVkSlBqO\nZtAm20N5isSLUZBxuF+Tass0ODT7REnKZ0HMvq1im5snLrlQ6d/w3tpEnp9MS473D8nLku+fJpiy\nZOhdt0h4V3Kdp1GKa3fWnwtK3U1SVTV0XePuUd1MaBomnEcZjiZxTJPH45DDQXfeFVCbE2eFTVdy\nvuLakygkJbz3xh1UVeMizKjKggPP5qz00Ibv8N3vJ9f20QZRsfmcRbPsmfb7vPC/fP260l+W5QtP\nsXjZ3v+vCm5VQT48POSHf/iH+Ymf+AmKomAymTAej/nud7/Lr/zKr3B6esrv/u7vLk3uZVnyn//z\nf+ZP/ak/tVwy/rzxp//0n/5cPD238f1elpskCAI+/PBDDMPga1/72lpL5AVumyDvIsdN1eNFe+mn\nuR6klDw5q8nxxvMiJXlREMcxpmnQ7/VRVJUo8NH0Dt2eu9xPFM6QokBKQb9/nbRWVUVVFgwPmqtl\nQgiqosTtXv6NqihLz3JVCaazKVBh6ipdr0cYBnQ6LZUSRUFrSFQkkKUFQplh23atyuy4puMoYnDw\nBuY8bSAtc2aTCzq6QFcqPNdF17TarlKWJEkyJ831W1/TNAzDmCvN66T5+qduvgZqX3ND24SqNO7i\np7SYmLW662/p0bZJ8d5FkrUGSr7tONiOQ+D7FPl5nUc9J4TaDUQ/SFO6LRNxhBBoG0iua3ewLRM/\njJn4CUeOsUZMz/yEvafomHfhRwznfmFT1zkceORlyWmQoMmCg97lPlcj6vIiJ8wlQ09b+/k2aIpF\nt2ORZBkffebjdgwEHdJcIqVEyrJ+HwHMl+rrFZT6KszK+gr7bBxwZ69HVtSd40xNR6oW/+Wjgqhz\nB2XUjhzfFhn+P//3p6kSeXq87qT36uJWzuqCUCxU4j//5//82u8fPnzIr/3ar/FzP/dz/LW/9tf4\n7ne/y6/+6q/y9//+32c6nd7GkF4aLF7CtzUBeFETC4AkSXjw4AFFUfD+++/vTKa4TYLchhxDrR4v\nY92uQLz9AQR+6wSLk7MJQu9uLK5bWAdUVaXnecvl/DSOAbBXlpIVRcGd+4OrqsL3Z0BV+3Tnx3c2\nnXD3zbdbjW86Pqe/t9mrDDWB6fZrBSrLUsYTH396wRv3mn/ObDpejv0mFEXB6ckTHG9Ab0tXwKsQ\nZYG9QvB13UTfewOoeeCT6QWGkmKpFYiC/eHgchVDQlmVlEVxjTQLKVCkREhZn78dQ5kFId4NrXsX\n0FrIwmpDJlt3eGu2bRjGdBquMMyCcC1y8UYf/JbfH/chSBXirB5jUankWXhjM4pV2I4N2hv4RYGS\nRXi6CvN7ZhtRjgqFw27z1RSAcz/a2Y2x13VQ1S6TIKKIE+7Mc4gVfV09b4KsLFF041qsoqnrHA49\nyqriLIihyjnwnLVJ8SguuNOw2cz6ZwqO9/cwdY3zKEUUJftdC2NO7iTMze8qUkqSdFFcDyfTiOO9\n9cm+lJKHE42o817jd85VUtyEDH/ehLctXoYUi5dFHHvVcKtndW9vj7OzM6bTKYPBYHkhDYdDbNum\nKApM0+SP/bE/Rr/f59vf/jafffbZbQ7ppYBt26RpiuM073DWBAvS+XnfrItkitlsxrvvvsv+/v6N\nf3NbN/QmcrytKA/Wm4LchKD3FkPr5nE/OhkRRAWqUuAN95Y/F0IsvddXrQN5lpPnKV5/+7HTNG1J\nWvMsZTqd4c9GuF4f2UIaDIMZtttvHPdlWR3SJGb/7g/gRxGIcKkq74aCoWs7k3SrShDFEQo1EeoP\nrptctuIGFdKdW0EkcPrJ/0eOwFJiPMdcqsa6rrOkgXPSfHp6waDnMJtNkRK0ub8/nxcCrh63Ssgl\nwbgJt3HNT2chvaaFh0VFtyFpzEpBr4VdZxe8Tn0FLEhykpXsu80jyWZBzN7e4roYMB2P0bOE3g6i\n3LSz4ipUzWh0jgaei+w6jIKI0WTC+28ctf6scZRzvLc9sk7XNA4GHpUUjIKYKk856BqMo5zDXnu1\nOkxTUDWcTk3qD+bXzCyKyOIEW5P0u93ljZpXKguL+JNxwMHAZZGSs1iR+XiicireYJezZJNKvEqK\nX3by2wQvQ4rFa4J8O7hVJjUcDhmNRktFeTELVhQFz/M4Pz+/HIiuY9s2o9HoNof0UqDX6zGdTp87\nQV40C/m8CHJVVTx+/JiTkxPu37/Pl770pRd6o24ix7C5KG8Vm9TjXnHGWiiYlHQMgdHfrroCnJzP\nEJpHd6BRlgXBbEpVlrUaqes4toN5xToghCAKpwx2KLpXYVodyiJjePgWvj+jnIyxLROvv5tglmWJ\nqARut/mLqU4oUNENA92oFbZ8riorstjoVQ78KbbrEcfxxiBcKSVxklAWBY7roqkqooWVJctSVK15\n5bjbP0Tt7VMAn07P6agpFgWDrn1ZuKfMn0NdB69bEwiJpMgLwigkyzKiKETKmsDohk5ZFY1fUE1v\njTTL0LWG3fYUtXm6Q5s4uBaJEVM/wL7hWbZKkgsxVyxls2Miryjvg716kjgajTCyhL6hL7+bpkjG\nYYTXbZerfj4LGe6I87w6VkVR6DoWQjtklEpEEXPgdRp1KZyECf2G95+mqOzPyexn5yOEVEiLErcF\nISvLgiSXHAyun6O+64Jbd1g8izKypGKvay4LKM9mEXues2x8Uu+v5EmocVLdRYiKKNeRiNqaoago\nqjJvp10fsP/jR64eky8+KV7Fy6Agv8bt4NY9yJ988sm1fF7DMOj1eozH4+XPTNPE87wlQX6VZ0WL\nJIs33njjue530b75tiNnVpMpjo+Pl8kUT7Of54Vt5HhbUR7sVo+FVFp3zzu9mJFhL/2Yum5QmS55\nlaCoEoWKOPRR+8O1B+rsBrvDJmRpSiXAdR2cCgyjVjan0xmyKnC7vY35ysFsTG/YTvGaTUd0r0wM\nTKuDaXUQQjL1Jygyx3XspR9YCDG3M1xmNC+QZhlpktCxbdw5sZpMLvD6zRuVpHFEd9D8e8iVz3cH\n9efkQvDJ7BxbS+matdcU1q0QCgqarqOq2hpprsqKoizJ0ozpdLosBFz95+qkoalX2Y8TDvvNCF7T\nxiPQMg5u5RjcdJ8WAnoNOjB6HYnXgbGvbu2ytwnbfNvD/X2EEJyPR1hF3QmvKBViYdBV2xX0SUVv\nNSkAuAhSjvbrCamULpMwoswT9mwda4usKoSgRKHfUp0vygLTstnrd0nSjFM/Q1cq9jcU9F3FeZhz\nZ5taPb8mTMPAw8SzwY9isighTWMO9/rL7n/VPAHl0Uzh4+I9UA1QwdThcKjX362qqKqS9+z/Rpqm\nmKbJH/xBj16v/sdxnFfuvf6iFeTXuD3cKkG2LIuHDx/WAf8rUFWVwWDAZDJZ/swwjDWC/Crji9xN\nbzwe8+DBA/r9/rVkiqfB85gI3USO26rHT4PTixmp7CzJcVmURHGEruv0+/0173kSzkCWoChUZY43\nOGx1DIQQxFGwJNWKUitcumnQNWqLRhzOiOMAQzfmyQ8Q+lPsbnNrBUCSxBimO69yvw5VVXB7taIX\nRwFRMqPM48ukC+WSHhdlSRxF6IaxdkygztxtE1fWJns4Cmbo1vVlaVVVceaZ0eM4YjyZYqsFZRpv\nTBJYfjbKkgT3ez2GnouUcpmekWUZcRwjhFgjzFI0I4SqqjYnvm3i9trcZy02bdOoJMky7h9ohEX9\n/zepyDM/oOtuPxeqqrJ3cIgQgkfjEWaZYc9tUJW43PGuDn2TIKa3K4d4gZWBJnmO3bFWfqUw8OoJ\nVBDFTIKMrgHdzrpYcRokHD6Ff/jCTzner0mu3bGwOxZlVXIWpogyZ69rYW6IzTuZhtsnW/PvkxXr\nJ8B1XEqZ4Bh9ZolkHCX0LBXH7hDkCk+quxzuXz9e/9u3ALT5P9+s951l+L6P7/ucnp4SRfUz0fM8\ner0e/X4f13VbXUMvI1406f+iH7+XFbdCkBcXy5/9s3+2rnadz5YXJ9GyLI6Pj/n0008vB6LruK7L\nycnJbQzppUK/37+VYsTbJMhNkinaQtO0unL8GWbfT0uO23iPlWWnus04PZ+R0kFVa4tLPC+263a7\n176boig488K18cUTNFUn9CfYzmbFdxOmkwt6g1VF9/r4nG4f6M+9yhPKIscyO1hmu8r+LEnwGirO\ntusBHhenj/GjBCtPUaibfURJggS6Xe9agkEcRxid5naj2vLR/NFVljnd7m7rieW44LjkZYlf+ETj\nDE/P6eoCx95+XhbfRFEuSfNqcVtZ1k1NLiZTDEUynhRomo6h6+jzrOar3e0UWkwUWr2Yb+cl3mZi\nE8YJ+/t7OMDZdJ5qsYMk55Wkt4H4XcWCKI/GU5CCKi3odxQs0yDP5U6ynEvlxoi2q6sgszjnaEvG\nsuc64DokScaTIMVSSva6DmGa4dqdVt0MoU672JSSoWs6+/PYwCBOmCQppiIYzjvhjYOYfte5/nxd\nOdhxfn0sUZJhGNqaDSRJM05mCTPrj6Bol++Yd+8ofO3e9mJry7I4PDzk8PBydagoCoIgwPd9Hj58\nSBiGS9vlQmn2PO+1KvsaLxy3QpAXxOdHf/RH+dEf/dHlEt1CLVQUhX/8j//x2sPdMAzu37+/5kt+\nVXFbzUJuIxkiSZLlKsD777//XNtuL8b7tA/CpyXHi1i3berxIt5tFdvo8YIcK4pGFEWUZYnjODcq\n68FshOsdYJi1wpREPmkSoqoq3d72Snp/OqLb3V9TdBcK8iYsrBDjixMKoTIendO7YvHYOkZ/SsfZ\nXki0CVEww+4fYZkdsizh/OwBTsfk+Ph46zHJswyvgaq2oCiz6Rivhb2iTdONcDam27+DoigUwFkS\no4xPkXFEr9dbU9/TLEPXd5OdBWk2kpSjQQ8JVFVJWZRkWU4U1TnNS9Ks137OpriNDOS8LNHbKNON\ntwRt5bo7GtxMkpvG4i0gFZX9eUHfLPARfopnSFy7vs+ukuU0T+h22tkdojSla9880bRtC9u26ui2\nMGE29Xnv3p1WnxVnaX393HC/eo6N59gUZcl5lBJHEU7HWqaWlPNLamEjSfOFtWL9oOd5ToVkv7s+\nYRXozKy3kZqNooT8r/9T+46iCxiGwd7eHnt7lwXMVVUtSfOjR48IggApJd1ud0mae73ea6/va3yu\neO5Xm+/7PHjwgK9//etUVbXWAnGVEA+H64qO4zj883/+z5e+5Fd5yeCLYLEoioKPP/6Y6XTKu+++\ny97e3nNfRnoWQv8stopdsW4LrPqPPb1g063y8JMnZMJCM0rSNLzM7r0B4WyCbrpLcgxguzVBzPOM\n2XSCFCW9wf7afRCHMwzLRb/S1esmhTuYXOD0DtF1AyklQTiBKsPp9rC2qNZCCKpK4LS5b70MAAAg\nAElEQVT0s5dlieN2SLOMJMlwB2/SsXT8IMTuGNcKU4UQKC0jsjSteWc+oFXXDW2luAjAsB2E9Q5T\n4fFgHNHTM4auiaHrBFHC4Y5WvatYtG1WqJU/XbtMz1gjzXnObDpFqwo0TasJtqFj6MZG20XToyCE\naNYSD5gGIQdXns/bjneSZa1aQF/dzypJvoo8zzC3NObYhLIsMfXL7T2vB16PJE7wgxCTkqHbWU4u\n81wySySHww7V/ON3WTEWIw9TweFe85UYU9cRwJv37zGOU8qipGsqdJ2bV+H8pOSohSVD1Qxcu06h\nUE2dx5MElYo39rvL+6CoVDY1BhRCMI6ya+kaaS74JD3m3fseP3CU8Pu//9+B/7nxmJpA0zQGgwGD\nwaU4IIQgDEN83+fk5ITvfe97y651q6TZfE5pK08D0dA2ddt40RaPVxXPjSAv1OGHDx/yEz/xE/zy\nL/8y3/rWt9Y8pr/5m7/Jn/yTf3LrPrrdLt1u8/ifLyqGwyHf+973nvt+dV0nz/Nn2sfVZIr333//\n1m6+pyHI//f/M+Hg//2/Nv6uCTluY61YQNNUAu/+Wu3149MpmdrHD2YolU+n08Ewbn6RRcEUzehg\nbbEUmKaFaVp1V7tggixzLMetrQpSwdnyd9sKqZIoQjE6y6r02uKxN//djCgKcB0X60pTBX86wr0h\nseMq4tAH3cafzdB0nX6/RxRGGKaNbnfJkoh4NKHrOnTm3kzfn+J6ezfs+RJCCFCak6Y4CtDMFmkx\nW73WOtbgbTLgI/+UrhpRZHnje2PXHOAqaRZA33WWnuY8z4mjeK40a0tVup4oNCS9frgsMrwJitJ8\nAhJECQcNYh1hO5k4GsAkuO5HngUJBwfNr43xLNiYY2w7NrZjI4TgyWSCJio8Q2JZBl3XwDQvCfOq\nugzXCXMQJXTddjalsixRNQ1dN+j36vswyzJO/RRZ5Rz1uxsFodNJwMGGCVi1o124aSiMg4w3jlaJ\nZsU4SCirClUq9L3Nk/iTccid/XVyXJQVb9wb8MF+D6hIks+vIE1V1SUJXkBKSRRF+L7PxcXFMnff\ntu010mxZ1udCGl83CXm18dzO7OJi/OCDD/irf/Wv8lM/9VP8w3/4D/nLf/kv83u/93v8k3/yT5hO\np/z7f//vEUK80grxTbhNi8XTKshSSk5PT/nkk0+eKZmiDdoS5P/08/+SbU2Om5Djm6wVsNleAWBq\nddSZlJIPPz4hKDoYRsXB4RGqqiGlIAynIEoM08J2rpOROPRRVAPLvlllVhVlSRyDYEo8G9EbbCYi\nCsrGiDQhBFka0x1uJrq2W/uU09gnjkc4c6KcJima6WwtzNsEUQlG4wuc3jFu10VfdM9TYKFuW7YL\ntkscz4iiMb1eHwVl2SilCfzJGLdF2kWRp3QHbWwi18dy1cLS6R1TAtPkEdkIunqOpRY4poq9RXFv\n0xmvZoqg6RqarmEx36fkkjQXORenU7p2B3/+ktZ1HcPYrDRXgsZ5zW2ezWqLds5T36fX33wuhp7K\nJFgn0ErL54+m6Tv90Kqqsjcn80kc8+jsFM+xcYVAV9UlUV7FQm8QaEip4BcKR65FJXarzasY+wkH\n++vE3bIsLMtCSsE4iCiLClsT9D2XUkAUJ1iWjVQ0qg0fc9UascD5NGB/xa8sJKBouIsVqqLgPEiR\nlcDtKLidetp/Ogk53PPWrp0DT1AYXfr7l/dbVVUv9N2tKMpSSFukQEkpSZKEIAiYzWZ8+umnywSN\nVdJ8GwkaryPeXm089zNrmiZ/9+/+Xb71rW/xN//m3+R3fud3ePLkCUIIfuZnfgZ4te0TTXCbFoun\nsSysJlN8/etf/9yWrNoQ5G2WCmhGjqG2VgRvfYObWlFsjneTmL0+/+X3/gDTu4PnddcejIqiLglt\nlkYEszFSSHrD+Qs5CpCKgu20y2cVQlDlKYdv/gBZnjKbjFBUhV5/RVnbYrHwJ+e4g5s9jx2nB/RI\nY58oGlGVGXtH9xuNr345pUzH53T7R3S93hUqqFwbWu1r7nN6/imGWuEK0bjQS9XVVnFcbTysQggq\n2Xx703LQugckQAKcRDOsaIqnZ3TUgp7b/oUcx8maTWANV0hzUgoO+r0laS7mrcvFXGleeJo3Rc7t\nwtUx74p5axMzJ1Vt52RolSRLKVpZN5Ikxraav85sx8Hr79Pv9xgHAaLIsZWKvrdue1iQ5qoUhEnK\nQb+DaarkubimNm+CH0XYjr20cFyHSnee2VwUBU/8FF2pJ0D3jts9K/wwxulcrhaJ+Wkrq8vjaBoG\n+/3692mWch6k+EHAQd9dNlc57s9zyjE4PL679hnPWlR9G1AUBcdxcByH4+NLMSBN06Wv+eTkhDiO\n0XV9jTQ/a4LGy0KQX1ssbge3cmaFEHS7Xe7evcsv//IvU1UVH374IXfutCtQeFUxGAxeCg9yGIZ8\n+OGH6Lr+3JIp2qApQd5Fjnd1yVvFwloxbPfOWSJJE/77f/seB29+ee7b3f5AsjoudNy68MSfEoU+\nHcel10L5XCCYntGdJ1YsUijKMmc2GQOC/vBgIz8O/QmWO2z14Ow4PaKqREidyegcb0cxn5R1QU8S\nx5iWhePYdL3r6uAud7SmdzCcAy4uTnDsyzi6bRBVhZTtXs6yhR0jmI7pdLedow0K/ZVroDNX5ENg\nWpY8Gp/gaTmOmqOKZvdlmGWNPaeqom5XmkVFWdSkOUkSLsZTdEUukzMM3dhKDNpcM897W12HsoTx\nLGTQMAsaIIpz9vebd2GczGZ0u10URVku4RdFxkmUoJQFPUtZi3GTQFJJvPkKgWk2I1UyUug1bApi\nGhauY3E2ntAbDDn3U2RZstfr3EjC8jynkgrevHhwEzm+io7VIS8Fhwf7tc1HTRCiIE4NpG5zcP+t\na3/zRcr87XQ6dDqdtQSNPM+XpPnBgwdEUYSqqmsJGpvSh7bhi3Q8XqM9boUg/4t/8S/4t//23/LO\nO+/wne98h3/37/4df+Nv/A1+6Zd+ibfffvs2PvILheFw+EItFmma8uDBg1tJpmiDJgT5RnJ8Q5c8\naGatgOv2Cokkz3MMUTFONd549wdbEQJN01A1C8fbR8pa0dXNDo7b7MXvT86xvYNrKQy6bqL3D6mq\nktl0TJEmWO7lOUyTGKnoGC0j3URZUlXQ7dcJEWE4hiqnN9xbI1NlWRFFIZqq0ev3SKIAw9mSvLEl\nYkMIAaqBqut0+vfIsphsNMJ1r/uhFwhmk1b2iiQO0Yzmkz5FEdci6Oa/ufYTIQRiRxybruvo/Xt1\nEkaaEPmnBLLC0XJ0KmxDWyNgC7SJANt6LSr1tadpl6RZaCZdp7NUmpM4QUiBqmoYxqXSrKla44Ym\n84969vGuwLNVgkRQSVoVb2rbVPctEIJrpNMwLAaDeapMEjMLM5QyZ9i1CMOkWVbyCi4mPsMWJB8g\niCK6rottd3CcWkkPopgiTkHkHPQ2+5WnUc7hvLiuCTkGSPOMSsKX7izut/rf57OAN+/d23i+vuj2\nSNM02d/fZ3/FN1+W5ZI0f/LJJ4RhCLCWoOF53sZJyotWkJ9ns63XuI5bObP/6l/9K37mZ36Gn/zJ\nnwTgT/yJP8HP/dzP8Rf/4l/k13/91/G8p5TxXhG8KAV5kUwxmUx499132d/ff6FLMzcR5JtsFU2U\nY2hurYBLe0VRFqRpiq0VPIxNrDvt1FiANA4pqwrbXZDHPnkWE8xGoCh4ve0FSOFsjOn00PXtdhdN\n03F7h2RWxnT0BFGmdHt7pEm0VJ3bIPBHOP3LVZ5Odw8pJf70Ak2TuN6AOI6pqgrXdZcvhrqyfDsZ\n3/QID2bndLzLzzIsByyHIJ6QJmO6vR7aFX+rqqit1JoiS3EHzSd/Sgu1OfIvsNxmUXN5MsM7eIdU\nVUnnP8tiHzWcYeslplJhKQWaIgjiDF1VURXwXHunhaGdertCmucqqKRW5VdJcxDHGIaFripLTzNs\nJsKTmY/dsPAvjONlR7ab4NkqtlWfCyG31k0u4QcBToPYtQXiOMK2d6ez2LaDbdfFnUEUcR5NGCg6\nqqZtbMhxFWVZoBl6q4hBIQR5KdjzLr+LoqiXHRylYBKEVKVAEQX78+K+80nA3pyINyXHQghsM+Wt\no/WJbVqU3H3rva02u1dRMdV1neFwuJasJYRYkuYnT57wB3/wBwghcByHfr+/VJxfNEEG1pLCXuP5\n4lbO7O/+7u8u/7uqKhzH4dvf/ja/8Au/8Nxzer+IsG37WnfB54FtHmQhBI8ePeLk5IR79+7dajJF\nG2iatjF1Y1dSBTT3HEN7a0UlKpIkQVEUVMPiQtnDuXeXJJohqxxFM3C97TnFCyRRQCXECjmuYc6J\nYFnk+JMRIOkN10sPF0kXptlMsVI1Dbd3gO3YfPb4AW735vFdRRROMezBtetCURQs75Aw8jl/+CF7\nwz36w/1l2oA/G2PsyEreepWpBsoGtdRyhsCQ0fikLiKa2y6EEIiWDRbakBPYbsfYdqtsVps3bKcq\n1zzW1tz3XQIlEM9/npXnJNYhoiqpRqd0tZSuntIzwe5cifdr9Ok1Nk1SFK6T5hzY6/WXDU6SJFn+\nt2maS9KsqiqloBFZBEiygv2mZDqMsDsmhg5FeTNJzkqB5zWvm4izkv1h87SkSkqOjo6xHYcwiiji\nDEUUeI6BbW4m2qMg4XBDosYuXMwCDra1hKYmy/35al9NliPCMEBDRaI0JsdHAzgZzdjvr0sGeVFh\nDw/p7LDafdEV5KZQVZV+v09/pahUCEEcx2sJGgtfs5Tyc0/QeI3bx61NfRbxbquzzZ//+Z+/rY/7\nQmG17fDzvJFUVV1bcllNpjg6OvpckinaYJOCvCupAtqR46bWCgA3P6OaPwDtjk0uFKb6EMNyKAHH\n7WN2bPI8JZxeUIkKb3C48WVRk2N5jRyvQjdqm4QQFb4/RpYF3uCQLIlQVA3Lbv4Cr32+ktCfMDh8\nB0XV8CcjVBW6/ZsjuIQQiFJgb8hlzfOCOI4wTZO7b/0RiixmMjpjMNhD1XWkqL2Tuwe3Ts9Cf4Jh\n7VZ27d6dpe2i1/OIwgDHaxYntoBs2b5btijQ20Tut2/chlDUY1Y1HbX3JhmQASfJFDce0ddjBnZt\ni2j67ZIkw2x436uKfo00B0GwVBQXpFkIwTSI6FjmMqu5LojcPKo2Foi8KDkYegSpaESS9ZaFmG2K\n/wCKosKZF+913S7MQyLiJCYIMhAljqHQnWd8h1HcqJHIKoIootu1G19XiqJi2yZS9vC8LrMoIsmA\nqmDodTA2rDwtxOKLqc9Bf73pTVlVaG4Pt7tbSXgVFeSmUFX1WoLGRx99tFSWp9Mpn3zyCVmWYVnW\nWjGgbduvSfMXELdGkF9fDNtxm8dmQZAXyRS9Xu9zTaZog6sEeZelAtqRY2jWEATqTNKOqCjvfYWu\naRDkgtA4RLMckOVaoZlpdjDNDkJUxOEUIUosu4dl1S/EJJwhUeYRajdDVTWc7gFSSi4uPqXIc47v\nvtfob5dQFJIowOn20edk1e4fURYZ/vQCwzB2jiecnWP31gtoq6oiiqJlEdNiImB2XAzLYRaMSOIp\n+4e7awqUDY5WIardpHqOhe1iMjtFFCndfnNiE0dBK/9xML2g021jS2ljb2g+brllv4Y9IGfAOfDY\nP8NVQtS0QMiEQbez04oRJOnGfOCNY91CNhf5y9ZKjF2pmUtbV5qmVKKOAKvTM4w10tzKDjJX/r2O\neiNJnk5ndLs3xyYuMJrMlp32msAPArquPb+G1z/csR2cuQ0jzzPOwgRZVYTBjLffuHttX9uwyVrR\nBLMgYX9uC7DtHgvhN4pjsiRFlgVuR+O9u87K30R0HXvNFiCEoNI77O/dPAF90TFvLxsWdrM7d+4s\nQwiklGRZhu/7+L7PZ599RpIkGIZxLUHjeXCB11zr9vDi80n+kGJRUHdTS+K2qKqK3//930fTNL76\n1a9e61z2MmGVID9vctykIUhR1D7jYz1A0QxU02ScClLnDpq+SuCuZzGoqobrLTJVfcIkICtybKeH\nZbcveiyyFNP08Pb2CIIRiAKvv1mhvoo8z8jzgqG9rv7ohoVuHJNnMf70HLPj0rnSaCQOppj2cG1V\nI47jZceqTf46RVGw3D2SrCSYjbFdD6uzhYyu5CADpGmMYrS7Jq3uIaOzjMnogsHe3jVv8iaUeYrb\nIv9YUZRW8XFtVOFtpHfjtg1UbLN7xMzXsPr3SVSNR+PH7BkhXTWn514ny6qmramFu6C2GKsxV5kv\nSbOkEqK2ZBRz0lxVoECcl0u1WVO1rfOLsizRNpD9bSS5lCxjzZpA0/RWhKIoBT3PoijLnUdm0eBn\nMp1y9MY9JmlGVZYoVUXftXYKFDdZKzZhNJnRn/uOiyuWCtdxcIHjASRpynhO3PMsxeu6y/bTC6RS\n5fCoWcKUEOK5v7O+yCjL8pqirijKMkHj6OiyTiHP8yVpPjs7I47jtWYoiwSNthOQ1wT59vCaIL8g\n9Ho9ZrMZBwe7DAXNkaYpDx8+JM9zvvrVr655p15WaJrGr/6Wwmf/+nbI8Tb1uKpqn/FiyUwtUqZH\nH5AmUHlvoKntbgvb6RH6JYqqUBY5ZTHB7TVXqfI8JctinF6d0OB4BwgpCYMxosrpbbFyQP3CSsIZ\n9g77wcL3nCUB/viU7nx/RVFSCYk5T7tI07QuTGzQMjuanuMO3kBRFJJkSpqc0x9uSphYz0HOk5BO\nr7m6BpDEM9zBfdB0LkZPGHgWlr2bZLdtX900hxluTrC4tn3DbdMoRNWbqYhSFmgLYujdZwaMyhIx\nOsXWCgylQlMFUiqEoYo/J96aIjCUCnV+UipUcqEjEbhqQZrEeG7nxmX0siw3eLMVNFVDMzWsFW/u\n+XjMcNBfKs1irkLW1gxjjTRP/YC94WXx6kJFhs0kuU3Ote/7dFskUfhhuLL9zWkBQggk6pIsLxDH\nEbMwRVYlhiIZ9i4nskFUK7ptVhmCKMKyOuiqfo0cL3A8XzCwOx3sToeiKCgkZEIl9eO6lX3XpkJl\n7879xiSrqio6W1Jm/jCiTSc90zQ5ODhYe+cvEjRmsxkfffQRYRiiKAqe5y0LAbclaMDzt2m+xjpe\nE+QXhEWSxbMS5LIs+fjjjxmPx7z77rvEcfxSq8ar+K1f+Ne8lSSwg4w9T3IshCBJE6SQ2La9JAGl\nkMykSi51ZDDB2xAlVlaCbaaA0L9A0x0686XessiJ/BFS3uwBLvOcPA5x+uuJCKqiYHv7dctpf4Qi\nC7obFOXZ5BR3cGcZTbQLlu0hOl3CYISKqJcHB3eWDSYMw6Df79/4wM2zFMW49NSZ9oCqdJmOz7Gd\n7pqavPBHQx0jh3azteIqZFWizZtAGN4bTJMJTjHF6+2wDbRIpACQGzrobUMUTDDtZhOgLIlRlWb2\npioPsPvNJg/6hnOk6zr03qQCVp39knMqt37OVNSFeJswFYJCTPgfs4KOmqIrCqqsCPwSryjo6AJ1\nTq5nfsD+3oA4TVAVFVWt6020DRMTVdOvZawv0jPKsiSbK82qqhLHCV03X7bShu0keTZrZ6/IK4ln\nNLeaFUVFr9v8eh1PZ+xtsG84jsvikVyWJRdxjCgrZJkjRMWdo+apTnUXRcGw39lIjo+33BLTIORg\nbz0152I84Y37b7dKYfjDUqTXFM+aYrEpQaOqKsIwXNozgiBACIHrumtq82sl//ZxqwT5poy+P8wz\nn2eNehNC8PjxY548ecK9e/f45je/iaqqfPbZZ1RV9dLfPP/p5/8liqLsvEbakuNtRXlSStIspSxK\nOnYHY2VJ1sjOedJ7D633JjYgREk4GyGqEtfroRn6pmZwS/iTUwx7sJY5rBsmunFAWRZEswuEFHiD\n65FgRZ6TJDPc/nbvq6ooOL0DRFUR+mNURdLtH8w/+4yOd1QXZzY6QgvifcBs9ISyLEjOz7A6dqtw\n/Czxsbx1IqfpBpp3lySZkGdjvEWnP+Xy4Pn+6JrX+SZIKShKsfagMu0haZmRX5wxHO5ds0YEswlG\nC5tLWeagNL9fpCjRGr4U89Rfi7PbhTatvW/MPnsKxMEIrz9YWlgkNaEupU/mOlQr1pYwf0RJHwRI\nIRBlTlUVgECVEl2TGIpAVwVJXCC1BEURqBLkfOjKQv1SdTS1TuApSkEQheiqNs9pVudk2aKUGopS\nk2SAogJVa3be8iyjYzU/xwvvcVNkeYplmTe+03RdXyZRnF+McbtdLvwEKSoQJfuD3k4CejENOdof\nXiPH24gxwGgyZXBlRTEvS+7eu49zw0rRVfxhLtLbhNs4HpqmbUzQiKJoac/4/ve/T1mW2LbNN75x\nc53NazwdbpUgtyXAC0UhTVM0TXul85IXFou2kFJydnbGxx9/vDGZom03vc8bqxFuyoaEA7hsAJL8\nkW9xuNfsEh3Gn2wsysvyjDzLMS3z2vUUCYVs+DXU/TeXP1NVHdurCWgWnJPoKppVoWxQPqejEzrd\nffQtqpSuG+i9uqFHNBshEEt1ulyQ416zwjBV07B7h5RlgT+9IEsj3MFddN2oJxktAuOzJCItFFRj\ngK4UyDJB05rda0nko5rb7TumPaQqMsajEwbDelIgqR/wypZot52fF06xutcJpq5boN/nYvSIQc/B\nXFGtpWzn7Y/8GXbD8wDN492grnxv3Ea7hS2kzbNVNrR4KGq1xd99/doydOOan33zZ4OqXEB3uCTc\n2xCFPt7dOwhREcQBuipRhSBJcqhiVNPF0I1l7qup18egUVZymLTqtLfwHjdFECbs72/PNb+KKIro\nuja2bS/VZSklflhnpyMEGhX9nrckzHXjke4aOd5FjAFmfoDj2Ms20lAnVpgd58bEik14rSCv4/PK\nQV50+/M8jzffrN9XUkqiKHo9YblF3NqZDYKA0WiElJIkSUjTlCRJlv/EcUwURURRRBzHhGFIEAQk\nScLZ2Rl/5s/8GX72Z3/2tob3wvE0CvJkMuHBgwd4nrc1meJlJsjXI9yuJxysNgBpGnS2IMerzUAW\ncVS6oS9byq5iik6+/w6Wtr1vmO0NkUaHJAmJZieoch/XGyKEYDY5wendbUSWNE3H7h1QVYJwNiIv\nUkzd2qkcb4OuGxSahWJqpPEMKeQaOdwFCSRJwvlnnzI8fo9Op4OiQFWJedqFiX1Dl7+yyLG83URD\nMyxU/U2m03MUKjqORzC7wOo2a6yxNmZZ7fSZGt49xtEFbn5puVBaesjbB+23Ici307a5KcqybNxu\ne5NtYxuaTnTSNMbc0exmFaJKMa3akmTZ15XNOJhx4kfoiiQOZ3SdDmEwo9OxUTUdBbk8l6vHUgjR\nKmYu8AO8FupxEIZ0u81tbbXVK+fgCmFXFIXuyiS+qiqmUURVCbIkRkHize+9m4gx1GkWqqbRsS5X\nt6SUCEVl0CCxYhNeK8jreJGNQhRFwXGcP9Qr8beNWzmzVVXxH/7Df+CXfumXSNOUIAiI45gkSciy\nrO4bfyX/VlVVLMvCcRxGoxGnp6evPEFu2m46DEM+/PBDNE3jgw8+2OkxbtK++UVgU0rF1du6raVi\ngSU59tYbfbiue03tKIVgonuw9xYWzSYSHbuLVE1Uw2B8/pgkiTh688utH0yapqKbLkUlqFAJp2d0\nN1gvdiGNfIRUcbxaic7jGWlygpC7SUhRlvVkdHbG8f2vrL3kNE1F844o0gh/crrR6wwQTM8x7Gae\neUVR6HhHBNMz8sk5Hdtt3bijKksKod74kLKcA9Kitlx0uy4oLQly24YiLQhyu7SLNmNoNuY0GtEf\nNGvPvY3MbxpX02SOIvHp7T/b5y/geH0cr0+QSCoM3L29erIaTMmydG7ZEChSoCDRlLpJSxQH3D1u\nbu3JqwpvSwOQjdsX1RqxvQnj6YT9BrF7mqbV3doqSSkkrttjHKYc9wQX0xJdhUFvs5WoLMu6OcuV\nz0nLijtv3Gs81qt4TZDXIaV8rai/wri1qc+DBw/4rd/6Lf7CX/gL2LbN3t4eg8GAvb09hsMh/X6f\nwWCwjDZxXRfP8xBC8I/+0T/iO9/5zm0N7aXAYDDgs88+27lNlmU8ePCAJEl4//33GyVTvGwK8k3x\nbXBpqYD25HhRlDfoSuIkQVSCjt1B37BUnFaSc72H0DosphiyYUMOKSVVWaCZNsPeHaLg/2fvXWNl\nSe+z3t9b96quvq37XnvPjDW2MsmMfTw4sfFJviRYIhCj6AyXEUbKASUfkECRIhSQImNAskCJBB8S\nWWCkRBCjGKQoyEaKnESY8wETkiBAIOTbjG8ze++1160v1V33qvc9H6q7V/dafak1s9fe2zP7kZbH\ne63q6rrX8/7f5/885yipaLS2az8g0yQky1L8TvWyLouCcXCGJjS85ubp2SQJq2bBxsWyltdGqRYP\n7r6GY3JlPVPtmlIKTaZ0dp5b+YIznQa66TIaVLpkx7s4NkWaITQb7ZrVEtttEwwSyijBblxvejaJ\nB7g1vYkN0wbzGe4dfYPdnfpT3XA9GzYpq8FN7XVfI3yk7nZUbgn1ljWEqm3xVrcyHo76tRuBTaPe\nOqWUtQec8xVhTdNotrdoUjXvTaGJSnWklELmR5yOSqTMJlIkiYZE18C1qhmmKYJgRPMa1eBef0Cr\nVZ8cx3EVRFR3UCaVoNfr0epsc9AVwIV0KM9yzkcRQlW9E7qAbrsizL3B6EqFOslydvZvva2K41OJ\nxZOHpxXkm8ONEGRd17EsC9/3+ff//t9f67NFUfD888/z3HPrAwi+39Fut/nGN76x9G+XnSm2t7dr\n3wRPEkGuQ453owdkhn5tYgxTcqwo3vcS8XiM4ziY7nLtaSA1os4dHKeFUpJseEQqc2z9OcylHqWL\ndbNo1MPsbOP6VTXMaO5NwkJ6qLKgscGzOIlGlKXEa15UYHXDwGtWuuIwOKv0zytiorMkpkhTbP9q\nBVcIgdvcQ0zIreX4WLZLHMdkWYbneUiZU+Qupr3eoknTNdz2AVkcMBqczJoL4/5eX9sAACAASURB\nVHhwpTGvFoSgLAsa3fcy6B/hN9szW7lNUOV1aqoVXH+LXuxR5Oe0upunkdM4Rmj1q4VhcI7dqFcR\nBSjVNch3TTIdj89xvHp6WuMa1b51pFvM/U2oFNOs1wRZV2IyCs5ptWuuM+vjN64uO2vem7OCi8YB\n7U53wXZNKTX7SbOEUT8BVSIExOMRzVKiazHt5vqGuUpXr11rij2MEnZqaJXl5LoZjQKeveXjOEu8\noS2T9lw/QJ7l9EYRoyDAdVx6g4Buu9IwZ3lBa2v7bTdvP60gP8W7CTdWQX7ve9/Ln/7Tfxq4nlef\nYRj87M/+LK+++upNbdoTgW63e0WDPO9Mcfv27ZkzxXWg6zpZtsrI6dGgDjGGSlJRAP6P/t/X/o7m\n+M3KneK5F7AQKxs6pVL0NI9y51n0Sce7EBpeawflNUnDIWnUw7A8HO/ipatRzuJBxsNThOFge4sV\nfE3T8Zq7KCWJwnNUWdJo7Vw5Z/F4gBQ6jr+c1BiGidHcJU8TwuExuu3jOBcazCxNSJMIp7memFXB\nIAeMBqcc3/se2wfP0m63q3SvMLpWI5rltigLj6B/glIS03trmsU0CtCsraqpyj8kDM8p83Rj0mCe\nJZTC5srrXLE2xC7PFbrXZCRdspP7dLe31+rEk2SMdy1nDVW7SS8aDTCtetXIZDysnfwnVFnbRQNR\nb5CRJtEshXET9GtUeusmDuqaqhUAAxXpbjWMmfXbZcxbweV5fkX+MK9R9twGnttAKcUoGNLZuYVp\nWkgpOQvCyqJQSYo8wzJ0NFHSbXfQNI3eYMDWVv3ZivNef1bhXQU5P6CSKZ0GtX2HTcskSTW2dnZx\nXZeyLBmGIUWRs7W1jeddz7Fi6fY9rSDPsMml6ym+/3FjBPnP/bk/x4/92I/N/r3sYlpFmqc+f+9k\ntNvtGUGed6bY3d294kxxHRiGQRRFD3NTr4XrSir0D72MUiwJHVjx2egN8lJwfuv9NL0S31mdcZ9K\nSd/ZRWsdLEwzGyqd/X+70QbaZGlEODxBaMZMplDoFuPefZzmPjJfXZUXQsPzK6Ichz3K4sKzOBz1\nELqN426ehjVtB9M+II3HjAcPsBtbKClJ4zFOc7NWuSwKxmGIbrjs3XmBPDonoSRLxnid6+sOdcNA\neLucn92lqccY5vUDAoosRrcviL3pbZNmI8rh2cyubunnkjFO44LQK6qKnzaTAYgZ95qe2SxNyJWN\nTeVGktvPcnp6l62t5sokM+2arhrXIQdlkWA16hGoskhwvXrhPsuS5lahbjNdngY0tuoNoNbFWs9j\nHJyyVaOKD/UrzUVRzM7BvD/yZZhGFcBj2TZqaeD5IoQQoOQsOloBpmnOKs0XEhDF+TgkS1NQkvP+\nmCpuRdLpdFZeH3GSYFnmyoHNPDGeVcKjiPY1nDGSJK1i7iee01MnKCkl2w8pkOppBfkCT8pg4anE\n4uZwYwTZsiy2t6uHY90TOH0QlRMT+e+XwIu3gm63SxAE/N7v/R7f/va3+djHPrbSmeI6eFwSi3n7\ntnWYd6mAqgGx7gxDJ/weaQn58z/Ijmugr5kaD6RO1H4W3Vky0FKgvEXCOk2bK4qMcHhKlo4xGm3c\n9m0sxyEeDjZunxAarr8zqyiPB+e0dp7FrmGHNQ/b9cH1GfUfEI2H7Nz+wbXLKykrrXEU4jcas5ew\n3tqnf/I9dN14yw/z8eiU5vbzFFnEeHCM36lfhc7iEdJsc1muYlhNytwkOD+itb1ctpEVJVM6PiUp\n00ukGmuri9VOfl9mY+zG4kBCuXfo9e6z1VVY9tXr5VoNd8B1HCyuYwd3LdJ7jWVV3Zm7dZxHXf5n\nvf0yNWrpnyvyWY90hUGPbk3SHY/HdLa2KcoL+cgqojwOArzGxX0qmLy3JtufK4VhGCilaPgt0vSU\n7vY+IGZ2lYMwRMlJMUiVoEoMoWi124RhtFRasYwYAxTxoLbkBC56Dabv3CmyPOfWrbcgjVqDp4Ss\nwuN0sHiKR4NHcnZPTk5IkoQ8z0nTdGb1lmXZguXbND0mDENOTk74tV/7tSsJTO8UHB0d8c1vfpN/\n/s//Of/4H/9jXnjhhYey3sdBkK/at13FqkY8IcQsaW0VlFL4ozfIlEJ/8UPYax5KhZT09SZj24U0\nxrMWs+3nq8fLYBgWqdCw7CZSGITDBxjWsxv27vL2QpkVtHefJ0sCimRM45puFWmaIIRBe/8HiIIT\nNN3EaVyVaEydYYQQtFqLFcgoOMFp3ULXLaLgBMNyFmQkmxCNB2hW9Z2G5SENh6B3hNfcxTA3Pzry\nNMKyd5ZKfnTTodQOGJwf0eruL5yjJBqiO9uzqjFUFcZ1L2alQJYSJSfXkqj+RwhQ7iGn/SN2OnIh\n5a/C9QjydSKmr+P5fD07uPqNb8i6EocN65ysJg4DLKveM7ku6Q+GZ3S79Sqlpq4tXAfrqsjTAJkp\n+Z8S5WUkuSxzLHP5LM/8OEwIwSgc02q3Z+RoOoBzPX9yvVbXnRAaSkruHt3H9TzO+mMEEqVKXNvB\nnRSALt9KuorRbfta5KvX67N1iRwnacre3t5TQntDeNwE+anE4+bxSM7u3/ybf5NvfetbFEVBEASz\n/PLT01PyPJ9VEHVdxzRNPM8jiiI+/elPv+MI8v379/lH/+gf8Y1vfAPDMPgP/+E/PNT1P0qbt+to\njeerxvMQc0lrl6FQZGlGNzlCaBrWBz689nsiCYF3iNbcoUFFmOLROUoW2M0tTMNeWj2eQkpJ2D/G\n8rvYhom03JlsYtQ7xW/4Gx+IeZERB2e47cOqec7crZr5gjOUgsYaWcEUWRyRZfFMVqE398nTmDA4\nxnSqJrcsy4iiCNu26bTbDIOAea1KPO6B4c9kEXbzgDwNaleB5SS0x5qrqmmahtW8TRweYzselrNa\n05hEAdLsrpWg6rqBatxm2L9Hu707c8go8xTd7cyeC2JapVsDISArFKYzVY4DSs3yU4R9wGn/mJ2O\nmlX043CEXlMjDNWghWt5LN+UxVs9wpOMz/GbNQxzgXUnan4AK8sI297cpCilrG1xZ+r1quJJHC7V\nSS8jycP+Oa1Lrj8XRHmu4RDFeDig4a93s5nfuiLPaDYvll/moz0lzUWR4bgefrM9c64QQiDLhFEU\nVdeolECJkCWH+23G43QhengTBv0BzWZzoVqfZRlbW1tPfKLq9zOeBLnJ9T3cn+I6uFGCPJ3Wbbfb\nPPvss2xvb3NwcMDR0RG//du/zS/90i/xgQ98AMdxZlZvruviOA6GYbC7W79b/PsBn/vc5/i1X/s1\nPvWpT/HZz372RiIiH1UF+aHZt4llI2FFnhd0wu+CZqHpOsZLP7zye5RS9HHIus+gzTkkaLqGN0mu\nS8MhKjiisFvYSwhylsVk4yFu5wCDi5etEBpec4esNMmSgKRIsf1tzCXhB2k8Is9SvM7thd9rmo7t\n71IWOeHwFKEbeCsa9tJoRF4UOP7itW/aLqbtEgVnnD14g9bWIa3WRZf9dJwhgCQcIoWJZfuX1tGi\nNDzG/QdYbgtrjfQjHJ1iNg6X/s1s7JMlfcpisNJ1I09jTL9TBVWsqXQIITD9OwyHR/h+GzRIS4E3\nC3xY+dEFJPEIrGl1/JI4eULwNGefs8Ex2+0Q2/HIswi31a4t8UnjIW6r/nS1vIZ93LWs5mqyaY36\njW+bvn/617phIuHofKVH75V115T+5ElEZ4W84jJJFkKs9N2+XFEupMRakYY5t5UA9Pvntew2p8Ql\nGo/pzPlA65pEKYnQDVzPWAg28R3Bvft3abea9IOwIs6ywDIt/ObywWgYhhiWhT0nH8qLAm/yLn2K\nm8PjriA/xc3jRs/u9OX92c9+lrIs8TyPfr/P3/gbf4M0Tfnd3/1d/vpf/+u85z3vucnNeGLwZ//s\nn+Wv/bW/NtOyXWgrH94IUNf1GyXID6NqPA+BWCBQZVkFfezLczTDYfTsD9Nd09+WlIqBu4O41Ih3\nGXajjeG6pJpGNDhG6CbupBkvDM4Rmo7XmZAfJZFLppGdxhZCQDIekJV9LLc7s4iLxucoYa51mtAN\nE725R5FN3CqsBs6cD3MSDikk2I2rJEBKSRRHFMqku/ceVDYgTyW2e0EKlVJkyYhSgeUuf4nruoHe\nOiSL+hTZOV7r6ndFwTmavd5a0HC6FNmYMDij0VqsisdhD9253uDWaBwQjI7RZERj6/naxHiGMsW0\nVlVLLwiz5h5wNjxmW4UIoc8qzNNrcP57L+//dTTc1T1Y//FaV9ebpQmIen0Kul7vIGZZAlq9SmNd\n/bMhZC1yHoUjzLqSjQ2a7ilJjqKwlvODocNo2Mdv+guDGe1KPV+BqGaHDF1H21A1VBNdcRAMaLTa\nlyQU2qVlJ++AIuTum+cV0RU6hmFgGia6oZNlKf1RhFAKpeSk4izxGw3yoqQzR9illOi6XovEP8Xb\nw1OC/M7HI2nBdByHRqMaAX/yk5/kD/7gD/jlX/5l8jznp3/6p3n99deBJ1NT83u/93u88MILvO99\n7+OXf/mX39a6Dg4OZjfUtGrwsPdZ07QbOY6//aV+LXLcOP/2tRLxphpkKSVRFBHFEQf00bSqaryK\nHCulOEpLzlrPobU3m98bstLBWraH297HdJqM+w84fuNrmHZzo6+smKt0O34Hr71PUUSMhw/on7+J\nZvjYK0jplW2xHJzmAUrBePCAPM+IRj1KDOxL2zGNah8GAYZu0G63sW0bp7mPQiccHE2anCqv5SIv\nsdzN07OW1wXTZ9S7P7HjqpDGISUmeg3HCsPywWgz6j+Y/U7KkjzNLwJFxHr/AMXFcbWaB4yTkrJI\nNn73ZRTXkBXp7j69kU6cZEz7sOb6sSYBEyClQkpFWZZIOanPK2rpIeLgHKuGcwlMgj9qeiDn8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6SRLSanfx53oMpJIkSUx/OEYoENrEH1lBGFayCMd2ZrOCWZaxvdV9aBXMVZXm8Xg8I829Xo88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YPg2Bf8+5HjOI555ZVXaDQaXLhwYWKuF1uRJAm/8iu/wiuvvMIXvvAFHn300fu9Sye4Rzgh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\nJibijTfe6BWNiZ7g/vvvR3Z2NqqrqzF+/HhMnToVixcvx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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = plot3d(XX, YY, -Ex_bunchcenter)\n", "ax.xaxis.set_ticklabels(reversed([u\"–10\",u\"–5\",\"0\", \"5\", \"10\"]));\n", "\n", "# extent = plt.gca().get_window_extent().transformed(plt.gcf().dpi_scale_trans.inverted())\n", "# extent.x1 -= 0.5\n", "# extent.y1 -= 0.2\n", "# plt.savefig('/home/oeftiger/SPS_Ey.pdf', bbox_inches=extent) #'tight')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## RMS equivalent KV beam:" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "*** PyHEADTAIL WARNING! RFBucketMatcher: failed to converge with Brent method, continuing with Newton-Raphson method.\n" ] } ], "source": [ "beam = make_beam(m, n_macroparticles=n_macroparticles * 100)" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [], "source": [ "r_x = 2 * np.sqrt(epsn_x / beam.betagamma)\n", "r_y = 2 * np.sqrt(epsn_y / beam.betagamma)\n", "r_xp = 2 * np.sqrt(epsn_x / beam.betagamma)\n", "r_yp = 2 * np.sqrt(epsn_y / beam.betagamma)\n", "\n", "beam.x, beam.xp, beam.y, beam.yp = kv4D(\n", " r_x, r_xp, r_y, r_yp)(beam.macroparticlenumber)\n", "\n", "matchor_x = transverse_linear_matcher(\n", " alpha=m.alpha_x[0], beta=m.beta_x[0],\n", " dispersion=m.D_x[0]\n", ")\n", "matchor_y = transverse_linear_matcher(\n", " alpha=m.alpha_y[0], beta=m.beta_y[0],\n", " dispersion=m.D_y[0]\n", ")\n", "\n", "matchor_x(beam, ['x', 'xp'])\n", "matchor_y(beam, ['y', 'yp'])" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "collapsed": true }, "outputs": [], "source": [ "with contextmanager(beam):\n", " pic_sc_node.track(beam, pypic_state)" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "collapsed": true }, "outputs": [], "source": [ "Ex = pypic_state.mesh_e_fields[0].get()\n", "Ex_bunchcenter = Ex[slicer_sc.n_slices // 2, :, :]" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "data": { "image/png": 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Ag3/wT7j63/yXR4/lqz/bCY+zFI6PY+FIi8VJv9fh8HyWsDxtIfmw7udN96c0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\nk25XOIuLOmZrLc+ePWNtbY2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CHJ3+28NgrMVqB60Vu7kyfhTixRERUIkC7Opdvvl//G1u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GcsRBqWP021nxvSKZSi3miQxDHV6uymVbzXi1H9bBAGhGFIFEXIoX1jpDLbN/i5TDMhXo3e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\ne5urq6usra31xy8oPzt9gbITyFACPztdfn19HZgVTpJqtZrd3d10O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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = plot3d(XX, YY, -Ex_bunchcenter)\n", "ax.xaxis.set_ticklabels(reversed([u\"–10\",u\"–5\",\"0\", \"5\", \"10\"]));\n", "\n", "# extent = plt.gca().get_window_extent().transformed(plt.gcf().dpi_scale_trans.inverted())\n", "# extent.x1 -= 0.5\n", "# extent.y1 -= 0.2\n", "# plt.savefig('/home/oeftiger/SPS_Ey.pdf', bbox_inches=extent) #'tight')" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Gaussian RMS size: 1.993mm\n", "vs. KV RMS size: 1.986mm\n" ] } ], "source": [ "print ('Gaussian RMS size: {:.3f}mm\\nvs. KV RMS size: {:.3f}mm'.format(\n", " sig_x * 1e3, beam.sigma_x() * 1e3\n", "))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "$~\\longrightarrow~$ Gaussian electric field inclination in the bunch centre is double the one of the KV beam (cf. projection)\n", "\n", "$~\\Longrightarrow~$ Gaussian maximum tune shift must be twice the value of the KV tune shift" ] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.14" } }, "nbformat": 4, "nbformat_minor": 2 }