{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Video visualization\n", "\n", "In this tutorial we'll see how to inject a video visualizer into a simulation." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First some boilerplate:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import brian2.only as b2\n", "from brian2 import np\n", "import matplotlib.pyplot as plt\n", "\n", "import cleo\n", "\n", "cleo.utilities.style_plots_for_docs()\n", "\n", "# numpy faster than cython for lightweight example\n", "b2.prefs.codegen.target = \"numpy\"\n", "# for reproducibility\n", "np.random.seed(17230616)\n", "cleo.utilities.set_seed(17900717)\n", "\n", "c_exc = \"xkcd:tomato\"\n", "c_inh = \"xkcd:cerulean blue\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Set up the simulation\n", "\n", "### Network\n", "\n", "We'll use excitatory and inhibitory populations of [exponential integrate-and-fire neurons](https://neuronaldynamics.epfl.ch/online/Ch5.S2.html)." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "b2.defaultclock.dt = 0.5 * b2.ms\n", "n_e = 400\n", "n_i = n_e // 4\n", "\n", "\n", "def eif(n, name):\n", " ng = b2.NeuronGroup(\n", " n,\n", " \"\"\"\n", " dv/dt = (-(v - E_L) + Delta_T*exp((v-theta)/Delta_T) + Rm*I) / tau_m : volt\n", " I : amp\n", " \"\"\",\n", " threshold=\"v>30*mV\",\n", " reset=\"v=-55*mV\",\n", " namespace={\n", " \"tau_m\": 20 * b2.ms,\n", " \"Rm\": 500 * b2.Mohm,\n", " \"theta\": -50 * b2.mV,\n", " \"Delta_T\": 2 * b2.mV,\n", " \"E_L\": -70 * b2.mV,\n", " },\n", " name=name,\n", " )\n", " ng.v = -70 * b2.mV\n", " return ng\n", "\n", "\n", "exc = eif(n_e, \"exc\")\n", "inh = eif(n_i, \"inh\")\n", "W = 250\n", "p_S = 0.3\n", "S_ei = b2.Synapses(exc, inh, on_pre=\"v_post+=W*mV/n_e\")\n", "S_ei.connect(p=p_S)\n", "S_ie = b2.Synapses(inh, exc, on_pre=\"v_post-=W*mV/n_i\")\n", "S_ie.connect(p=p_S)\n", "S_ee = b2.Synapses(exc, exc, on_pre=\"v_post+=W*mV/n_e\")\n", "S_ee.connect(condition=\"abs(i-j)<=20\")\n", "\n", "mon_e = b2.SpikeMonitor(exc)\n", "mon_i = b2.SpikeMonitor(inh)\n", "\n", "net = b2.Network(exc, inh, S_ei, S_ie, S_ee, mon_e, mon_i)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Coordinates and optogenetics\n", "Here we configure the coordinates and optogenetic stimulation. For more details, see the [\"Optogenetic stimulation\" tutorial](optogenetics). Note that we save the arguments used in the plotting function for reuse later on when generating the video." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from cleo.coords import assign_coords_uniform_cylinder\n", "from cleo.viz import plot\n", "\n", "r = 1\n", "assign_coords_uniform_cylinder(\n", " exc, xyz_start=(0, 0, 0.3), xyz_end=(0, 0, 0.4), radius=r\n", ")\n", "assign_coords_uniform_cylinder(\n", " inh, xyz_start=(0, 0, 0.3), xyz_end=(0, 0, 0.4), radius=r\n", ")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from cleo.opto import chr2_4s\n", "from cleo.light import fiber473nm, Light\n", "\n", "opsin = chr2_4s()\n", "fibers = Light(\n", " coords=[[0, 0, 0], [700, 0, 0]] * b2.um,\n", " light_model=fiber473nm(),\n", " max_value=30 * b2.mwatt / b2.mm2,\n", " save_history=True,\n", ")\n", "\n", "plotargs = {\n", " \"colors\": [c_exc, c_inh],\n", " \"zlim\": (0, 600),\n", " \"scatterargs\": {\"s\": 20}, # to adjust neuron marker size\n", " \"axis_scale_unit\": b2.um,\n", "}\n", "\n", "plot(\n", " exc,\n", " inh,\n", " **plotargs,\n", " devices=[fibers],\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Simulator, optogenetics injection\n", "Here we create the simulator and inject the opsin and light source:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "CLSimulator(io_processor=None, devices={Light(name='Light', save_history=True, value=array([0., 0.]), light_model=OpticFiber(R0=100. * umetre, NAfib=0.37, K=125. * metre ** -1, S=7370. * metre ** -1, ntis=1.36), wavelength=0.473 * umetre, direction=array([0., 0., 1.]), max_value=30. * mwatt / mmetre2, max_value_viz=None), FourStateOpsin(name='ChR2', save_history=True, on_pre='', spectrum=[(400, 0.34), (422, 0.65), (460, 0.96), (470, 1), (473, 1), (500, 0.57), (520, 0.22), (540, 0.06), (560, 0.01), (800, 1.257478763901864e-06), (844, 2.404003519224151e-06), (920, 3.5505282745464387e-06), (940, 3.6984669526525404e-06), (946, 3.6984669526525404e-06), (1000, 2.1081261630119477e-06), (1040, 8.136627295835588e-07), (1080, 2.2190801715915242e-07), (1120, 3.69846695265254e-08)], extrapolate=False, required_vars=[('Iopto', amp), ('v', volt)], g0=114. * nsiemens, gamma=0.00742, phim=2.33e+23 * (second ** -1) / (meter ** 2), k1=4.15 * khertz, k2=0.868 * khertz, p=0.833, Gf0=37.3 * hertz, kf=58.1 * hertz, Gb0=16.1 * hertz, kb=63. * hertz, q=1.94, Gd1=105. * hertz, Gd2=13.8 * hertz, Gr0=0.33 * hertz, E=0. * volt, v0=43. * mvolt, v1=17.1 * mvolt, model='\\n dC1/dt = Gd1*O1 + Gr0*C2 - Ga1*C1 : 1 (clock-driven)\\n dO1/dt = Ga1*C1 + Gb*O2 - (Gd1+Gf)*O1 : 1 (clock-driven)\\n dO2/dt = Ga2*C2 + Gf*O1 - (Gd2+Gb)*O2 : 1 (clock-driven)\\n C2 = 1 - C1 - O1 - O2 : 1\\n\\n Theta = int(phi_pre > 0*phi_pre) : 1\\n Hp = Theta * phi_pre**p/(phi_pre**p + phim**p) : 1\\n Ga1 = k1*Hp : hertz\\n Ga2 = k2*Hp : hertz\\n Hq = Theta * phi_pre**q/(phi_pre**q + phim**q) : 1\\n Gf = kf*Hq + Gf0 : hertz\\n Gb = kb*Hq + Gb0 : hertz\\n\\n fphi = O1 + gamma*O2 : 1\\n fv_timesVminusE = v1 * (1 - exp(-(V_VAR_NAME_post - E) / v0)) : volt\\n\\n IOPTO_VAR_NAME_post = -g0 * fphi * fv_timesVminusE * rho_rel : ampere (summed)\\n rho_rel : 1')})" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sim = cleo.CLSimulator(net)\n", "sim.inject(opsin, exc, Iopto_var_name=\"I\")\n", "sim.inject(fibers, exc)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Processor\n", "And we set up open-loop optogenetic stimulation:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "CLSimulator(io_processor=OpenLoopOpto(sample_period=1. * msecond, sampling='fixed', processing='parallel'), devices={Light(name='Light', save_history=True, value=array([5., 0.]), light_model=OpticFiber(R0=100. * umetre, NAfib=0.37, K=125. * metre ** -1, S=7370. * metre ** -1, ntis=1.36), wavelength=0.473 * umetre, direction=array([0., 0., 1.]), max_value=30. * mwatt / mmetre2, max_value_viz=None), FourStateOpsin(name='ChR2', save_history=True, on_pre='', spectrum=[(400, 0.34), (422, 0.65), (460, 0.96), (470, 1), (473, 1), (500, 0.57), (520, 0.22), (540, 0.06), (560, 0.01), (800, 1.257478763901864e-06), (844, 2.404003519224151e-06), (920, 3.5505282745464387e-06), (940, 3.6984669526525404e-06), (946, 3.6984669526525404e-06), (1000, 2.1081261630119477e-06), (1040, 8.136627295835588e-07), (1080, 2.2190801715915242e-07), (1120, 3.69846695265254e-08)], extrapolate=False, required_vars=[('Iopto', amp), ('v', volt)], g0=114. * nsiemens, gamma=0.00742, phim=2.33e+23 * (second ** -1) / (meter ** 2), k1=4.15 * khertz, k2=0.868 * khertz, p=0.833, Gf0=37.3 * hertz, kf=58.1 * hertz, Gb0=16.1 * hertz, kb=63. * hertz, q=1.94, Gd1=105. * hertz, Gd2=13.8 * hertz, Gr0=0.33 * hertz, E=0. * volt, v0=43. * mvolt, v1=17.1 * mvolt, model='\\n dC1/dt = Gd1*O1 + Gr0*C2 - Ga1*C1 : 1 (clock-driven)\\n dO1/dt = Ga1*C1 + Gb*O2 - (Gd1+Gf)*O1 : 1 (clock-driven)\\n dO2/dt = Ga2*C2 + Gf*O1 - (Gd2+Gb)*O2 : 1 (clock-driven)\\n C2 = 1 - C1 - O1 - O2 : 1\\n\\n Theta = int(phi_pre > 0*phi_pre) : 1\\n Hp = Theta * phi_pre**p/(phi_pre**p + phim**p) : 1\\n Ga1 = k1*Hp : hertz\\n Ga2 = k2*Hp : hertz\\n Hq = Theta * phi_pre**q/(phi_pre**q + phim**q) : 1\\n Gf = kf*Hq + Gf0 : hertz\\n Gb = kb*Hq + Gb0 : hertz\\n\\n fphi = O1 + gamma*O2 : 1\\n fv_timesVminusE = v1 * (1 - exp(-(V_VAR_NAME_post - E) / v0)) : volt\\n\\n IOPTO_VAR_NAME_post = -g0 * fphi * fv_timesVminusE * rho_rel : ampere (summed)\\n rho_rel : 1')})" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fibers.update([5, 0] * b2.mwatt / b2.mm2)\n", "\n", "\n", "class OpenLoopOpto(cleo.ioproc.LatencyIOProcessor):\n", " def process(self, state_dict, t):\n", " # random walk stimulation\n", " fiber_intensities = (\n", " fibers.irradiance[-1] + np.random.randn(2) * 0.5 * b2.mwatt / b2.mm2\n", " )\n", " fiber_intensities[fiber_intensities < 0] = 0\n", " if t > 50 * b2.ms:\n", " fiber_intensities = [0, 5] * b2.mwatt / b2.mm2\n", " return ({\"Light\": fiber_intensities}, t)\n", "\n", "\n", "sim.set_io_processor(OpenLoopOpto(sample_period=1 * b2.ms))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Inject VideoVisualizer\n", "\n", "A {class}`~cleo.viz.VideoVisualizer` is an {class}`~cleo.InterfaceDevice` like recorders and stimulators and needs to be injected in order to properly interact with the Brian network.\n", "Keep in mind the following:\n", "\n", "- It must be injected *after* all other devices for the `devices='all'` argument to work as expected. \n", "- Similarly to recording and stimulation, you must specify the target neuron groups (to display, in this case) on injection\n", "- The `dt` argument makes a huge difference on the amount of time it takes to generate the video. You may want to keep this high while experimenting and only lower it when you are ready to generate a high-quality video since the process is so slow." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "CLSimulator(io_processor=OpenLoopOpto(sample_period=1. * msecond, sampling='fixed', processing='parallel'), devices={VideoVisualizer(name='VideoVisualizer', save_history=True, devices=[Light(name='Light', save_history=True, value=array([5., 0.]), light_model=OpticFiber(R0=100. * umetre, NAfib=0.37, K=125. * metre ** -1, S=7370. * metre ** -1, ntis=1.36), wavelength=0.473 * umetre, direction=array([0., 0., 1.]), max_value=30. * mwatt / mmetre2, max_value_viz=None)], dt=1. * msecond, fig=None, ax=None, neuron_groups=[NeuronGroup(clock=Clock(dt=0.5 * msecond, name='defaultclock'), when=start, order=0, name='exc'), NeuronGroup(clock=Clock(dt=0.5 * msecond, name='defaultclock'), when=start, order=0, name='inh')], _spike_mons=[, ], _num_old_spikes=[0, 0], _value_per_device_per_frame=[], _i_spikes_per_ng_per_frame=[]), Light(name='Light', save_history=True, value=array([5., 0.]), light_model=OpticFiber(R0=100. * umetre, NAfib=0.37, K=125. * metre ** -1, S=7370. * metre ** -1, ntis=1.36), wavelength=0.473 * umetre, direction=array([0., 0., 1.]), max_value=30. * mwatt / mmetre2, max_value_viz=None), FourStateOpsin(name='ChR2', save_history=True, on_pre='', spectrum=[(400, 0.34), (422, 0.65), (460, 0.96), (470, 1), (473, 1), (500, 0.57), (520, 0.22), (540, 0.06), (560, 0.01), (800, 1.257478763901864e-06), (844, 2.404003519224151e-06), (920, 3.5505282745464387e-06), (940, 3.6984669526525404e-06), (946, 3.6984669526525404e-06), (1000, 2.1081261630119477e-06), (1040, 8.136627295835588e-07), (1080, 2.2190801715915242e-07), (1120, 3.69846695265254e-08)], extrapolate=False, required_vars=[('Iopto', amp), ('v', volt)], g0=114. * nsiemens, gamma=0.00742, phim=2.33e+23 * (second ** -1) / (meter ** 2), k1=4.15 * khertz, k2=0.868 * khertz, p=0.833, Gf0=37.3 * hertz, kf=58.1 * hertz, Gb0=16.1 * hertz, kb=63. * hertz, q=1.94, Gd1=105. * hertz, Gd2=13.8 * hertz, Gr0=0.33 * hertz, E=0. * volt, v0=43. * mvolt, v1=17.1 * mvolt, model='\\n dC1/dt = Gd1*O1 + Gr0*C2 - Ga1*C1 : 1 (clock-driven)\\n dO1/dt = Ga1*C1 + Gb*O2 - (Gd1+Gf)*O1 : 1 (clock-driven)\\n dO2/dt = Ga2*C2 + Gf*O1 - (Gd2+Gb)*O2 : 1 (clock-driven)\\n C2 = 1 - C1 - O1 - O2 : 1\\n\\n Theta = int(phi_pre > 0*phi_pre) : 1\\n Hp = Theta * phi_pre**p/(phi_pre**p + phim**p) : 1\\n Ga1 = k1*Hp : hertz\\n Ga2 = k2*Hp : hertz\\n Hq = Theta * phi_pre**q/(phi_pre**q + phim**q) : 1\\n Gf = kf*Hq + Gf0 : hertz\\n Gb = kb*Hq + Gb0 : hertz\\n\\n fphi = O1 + gamma*O2 : 1\\n fv_timesVminusE = v1 * (1 - exp(-(V_VAR_NAME_post - E) / v0)) : volt\\n\\n IOPTO_VAR_NAME_post = -g0 * fphi * fv_timesVminusE * rho_rel : ampere (summed)\\n rho_rel : 1')})" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vv = cleo.viz.VideoVisualizer(dt=1 * b2.ms, devices=\"all\")\n", "sim.inject(vv, exc, inh)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Run simulation and visualize\n", "\n", "Here we display a quick plot before generating the video:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING 'T' is an internal variable of group 'light_prop_ChR2_exc', but also exists in the run namespace with the value 100. * msecond. The internal variable will be used. [brian2.groups.group.Group.resolve.resolution_conflict]\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "INFO No numerical integration method specified for group 'exc', using method 'euler' (took 0.05s, trying other methods took 0.13s). [brian2.stateupdaters.base.method_choice]\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "INFO No numerical integration method specified for group 'inh', using method 'euler' (took 0.01s, trying other methods took 0.04s). [brian2.stateupdaters.base.method_choice]\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "INFO No numerical integration method specified for group 'syn_ChR2_exc', using method 'euler' (took 0.06s, trying other methods took 0.20s). [brian2.stateupdaters.base.method_choice]\n" ] } ], "source": [ "T = 100 * b2.ms\n", "sim.run(T)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2, ax3) = plt.subplots(3, 1, sharex=True)\n", "sptexc = mon_e.spike_trains()\n", "ax1.eventplot(\n", " [t / b2.ms for t in sptexc.values()], lineoffsets=list(sptexc.keys()), color=c_exc\n", ")\n", "ax1.set(ylabel=\"neuron index\", title=\"exc spiking\")\n", "sptinh = mon_i.spike_trains()\n", "ax2.eventplot(\n", " [t / b2.ms for t in sptinh.values()], lineoffsets=list(sptinh.keys()), color=c_inh\n", ")\n", "ax2.set(ylabel=\"neuron index\", title=\"inh spiking\")\n", "ax3.plot(fibers.t / b2.ms, fibers.irradiance_[:, 0], c=\"#72a5f2\", lw=2, label=\"fiber 1\")\n", "ax3.plot(fibers.t / b2.ms, fibers.irradiance_[:, 1], c=\"#72c5f2\", lw=2, label=\"fiber 2\")\n", "ax3.legend()\n", "ax3.set(\n", " ylabel=r\"$Irr_0$ (mm/mW$^2$)\", title=\"optogenetic stimulus\", xlabel=\"time (ms)\"\n", ");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The {class}`~cleo.viz.VideoVisualizer` stores the data it needs during the simulation, but hasn't yet produced any visual output.\n", "We first use the {meth}`~cleo.viz.VideoVisualizer.generate_Animation` method, plugging in the arguments we used for the original plot.\n", "\n", "Also, we set the {attr}`~cleo.light.Light.max_value_viz` attribute of the light.\n", "This effectively scales how bright the light appears in the visualization.\n", "That is, a high maximum irradiance makes the stimulus values small in comparison and produces a faint light, while a low ceiling makes the values relatively large and produces a bright light in the resulting video." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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4f//yz7jdbl5+5VVUVWXIkMGI3ZT2UpKTSE5JwevzU1xc3G1mYxg3L/3dDkFhxqVLlwCIiooiOzsLZ4aTT3/qk3zj66Yw4/SZM+zbt58339xCcXHxu3pPizunvr4eVfWzaNECtmzZhnaLzNzi5oiSSEJCAsuXLcPr9VJzQ4/4QUbok9D3Np5jLSy6Jz4+nk0b1zNu3Dj27N3LsWPHQ6/NmDGd6Kho3njzzS7nCILArJkzmDBhAuXl5cTGxhIbG0tpaSnuggLc7gIqKiq6ZDZTp04hOSmZ51944d59L52EGcnJycTExFBRUcHxEyfYs3sP27a9RZ0lHb6v5ORk84XPfw5ZVt7rS3nfkpefx5NPPv2+kr1bgcrirjFlyhQeeeTPKLLMy6+8QkVFZZfXp0+bRq9evXjt9ddDfxcdHc2qVSuJiozk4KFDeL1ezp+/QFxcHBkZGTgzMsjISEeSJAoLC3G7C3AXFJCVlcWA/v157vnn78v3FhRm5ORkkzooleTkJGw2G4WFhRw9eoztO3awZ88e2tra78v1fJBxOBz06dPntku/H3R0w6C1tYXm5pawRkEeJKxAZfGuEQSBr3/9a/zbV79CUVERL7/yKj6f7x3HTZ0yhT594nnl1dcASE0dxOpVqygoLOTNN7eQlJREZGQE586df8fXT0pKwuk0A1dqaiqqpuHp6GDnzl24CwpobW29L99rEEmSSE0dRHZWFgMGDCQpqR+6rpvCjEOH2PbWdo4cOXJL4YiFhUX4WIHK4l3Ru3dv1j/6VyZPfoh9+/Zz+MiRWx47+aGH6NuvLy+//ApTJk9m6tQpvLV9R2gGauDAAURFRvL2DYHqRmRZZsH8+bhcTjweDykpKdTW1gbKhG6KiopvGijvJTabjUyXk8zMTFJS+tO3byJtbW2cP3+BAwcOsmWrJcywsLhTrEBlccdMGD+e9ev/isMRwSuvvEJZefc2NpMmTmTgwIFIkkRCQh9e+PuLIU8/gAEDBhAdFcXb5871+N4TJ0zA6XTy1NNPExERQXpaGhmBjCsuLo7SsjIK3AW4C9yUlZXf9wARFRVFTnY2TmcGyckpxMfHUV9fz5kzZ9m7dx9btm61hBkWFmFiBSqLO+Ir//plvvWtb1JSUsLLr7yKx+Pp8Zx5c+cwduxYCgoKeOXV196xFK5///7ExMTw9ttv9/i1JowfT2ZWJk8++dQ7XuvVqxfOjAyczgwyMjJQFIXCoiLc7gIK3O73RO0UHx9PTk426WnpJCcnERMTQ01NDYcPH2H37j289ZYlzLCwuBVWoLK4LWJjY3nkkT8zY/p0Dh46xIEDB8M6b9y4ccybO4eGhkYe+etfb3pM/5QUYmNjORtGoBo3bhw5Odn87W9PdnucIAj07ds31N9KS0vD6/UGRBluCgoKaW5uDut7uFsIgsAnPvFxdE1DFEWSk5PNYBoQZuzYudMSZlhYdMKao7IImzFjRrNxw3qio6N5+plnKSkp6fEcm83G0iVLGDhwIMeOnyCxmyWIBj27TYSONYywVF+GYVBdXU11dTWHDh1GkiQGDBiA05nB+HHjWLliBQ0NDaHAVVhYdFvrv+8EwzDwejwUFhVz5MiR68KM7GxmzpzBww+vQ9O0gGPGIbZt287Ro0ctYYbFBxYrUFmExZe+9AW+/73vUV5ezjPPPkdHR0eP5/RNTGTNmlyuNTfz6Pr1ZGVldVnHfSO3ZUqr63c08KtpGsXFxRQXF7Nr127sdjvpaWk4nU7mz5tHfHw85RUVof5WaWnZPZrgF0JWHJqmdXHMMIUZLjIzXaxetYovfP7ztLW1ce78eQ4cOMibb27h0qVLljDD4gODFagsuiUyMpJH/vJ/zJ07l8NHjrB3776wzhsxYjiLFi7kyJGj7Nu/H8Mw0HW9W2eK4cOGkpWVRXJKCgXuAgqLbp3dGLdhYNsdXq+Xy1eucPnKFcAsbWZkpOPMcLJu7VrsdjtFxcWh/lZ1Tc1dmUERBLjVV/H5fFy4eJELFy8CXYUZn/nMp/nmN77eSZixlzff3EJJaem7viYLiwcVK1BZ3JIRI0awaeN6evfuzbPPPRdaXtgdsiyzcMECsrOzeP6FF0JZAphZ0M0Cld1uZ/mypQwYMICrV68iCiILFswnLi6OsrKykOy8s3pPN+4so+qJ5uZmzpw5G9qT1TcxkQynE6czg9mzZuL3+ykIuGW4Cwq4du3aHb6TELa5YVtbGydPneLkqVMA9ImPDzlmfPNb3+RnP/sp5eXlnDhxkl27drF9+w5LmGHxD4UVqCxuymc+82l+8uMfUVVVxYaNm8JahREfF0dubi5+v59H16+nubmly+u68c5A1bdvX9asyaWxsZG/v/gSsbExnDplzlX16tULp9OJy5nBxAkTkCSJoqIi8t0FyLJ0X5wJamprqamt5ciRI4iiyIAB/XFmOBk9ZjTLly+jsbERd0EBBe4CCgoLw1I/QvcZVU/UNzRw6NAhDh06hCAIJCcnk5OTzciRI1i4cAGyLFNYWMiRI0dDwoz29p5LtRYWDyqW6s+iCw6Hgz/97x9ZvHgRx44dZ/eePWGVunKys1m2bClnzpxl565dN+2fDB6cw6SJk9i0eTNwvTx4+PAR9h84QGJiIv369g1lDp0RBIGkfv1wupymei89HQyDt98+h9vtxl1QcN/3StlsNtLSUnFmmBlXYmIiFRUVIX/C0tLSWwogPvrRj5B3NY9jx4/f9PU7RZIk0tLSyMrKZOCAAfTr1w9N07h8+Yq5ymTbWxw9dswSZli8r7AClUWIwYNzeGzzJhISEnjjjTfJd7t7PEcURebMmc2okSN57fXXuXz5yi2Pzc7OZuqUyWx+7HEWLlhATk42L738CgUFBQD07ZtIUr9+nDj5zkB1IyNHjGDatKlcuXoVp9NJclISNTU15LvduN0FPbqv3wuio6NNb8KAFD4yMpLi4uJQ4KqqqgoF/Y999CNcuZrH8bscqG7EZrORlZmJy+Wif/8UEhMTaW1r49zb50KOGZYww+JBxwpUFgB8/OMf499/9jPq6ut56cWXaAnDOy82NobVq1ajKAov/P3vNDY2dnt8ZmYmc2bPQlVVdF3nhb+/2GWGKTExkeSkfpw8earHstjQIUOYMnUKf/3ro4Ap+shIT8cZ6CfFxMRQUlJiBol8NxWVlffdiDMhISE0eJyeno6maSFj3eEjhnP+3HmOnzhxX68pOjqa7KwsnE4nKSnJxMXFUVdXFxJmbNmy1RJmWDxwWIHqA47dbucPv/8fli9fzsmTJ9mxc2dYN/SMjAxWrVzB5StX2LbtrbBKSdOmTWP6tKmcPHmK7Tt2vEP2nZCQQHJyMqdOnerxGgYPzmH69Ok88sjNh4fj4+ND/a309HQMw6CwsJB8tynM6Cmo3m1EUSQlJaXL4HF7ezsXL10K9bfa2+//gG+fPn3Iyc4mPbDKJDo6mrLyco4fP86e3Xt4a/uO99U6CIt/TKxA9QEmMzOTxx7bRHJyMm++uYWrV6/2eI4gCEyfPo1JEyeyZetW3n67Z18+QRCYOWMGEydOoKOjg9//4Y83PS4hoQ/JycmcPn2mx1JUTk42s2bO5M9/eaTH9zeDRHIg23IycMAAmpubTeWe201BYWFYc2F3k49//J+oq61F03WcGRn069ePyqqq0PxWcXHJfe8jCYJASkoK2dnZpA4aRHJyErIsU1BQwJGjR9mxYxd79uy575+VhYWl+vuA8qEPPcyvfvkLmpqusXHjprBshCIjI1m1aiW9YmPZtGlzWJ55UVFRrFq5gpiYGLZs3cqUKVNueaxhGAgQluxc18Pf8KvrOmVl5ZSVlbN37z5sNhupqak4nRnMmjWTdevWUlFZaYoy3AWUlJTc+zXdhkF1TS0nT54EzM8pIz2dDGcGK1esICoqipLSUjNwue9P6dIwDMrLyykPmAtfF2ZkMXvWbD78oQ9dF2YcOsS2t97i2LHjljDD4p5jBaoPGDabjf/6r9/w8Lp1nL9wgVdffS2sG+DAgQNYvWo1paUlPP/8C2Gt0RgwYAC5q81znnv+BZKS+nU78GsYEBERGZY7hWEY3X6t7vD5fOTl5ZGXlwdcF0E4nU7W5K7G4XBQXFxM/l0e8u2C0HWOKug8ce68ueIkPj4+1N+aMmUygiBQUFAYmilraGi4u9dzEzRNCwRvU1Rjt9vJzHThcrnIzc3lS1/6Iu3t7Zw5c5YDBw7w5pYtXL58xRJmWNx1rED1AcLpzGDzpk0MHDiA9vZ2Tp8+HdYNeNKkicyYPp2dO3dxIpAB9MTECROYOXMGu3btDgkGdF2/5eyTzWZj/rx5ZGa6mDz5IdzuAvLd+bjdBbS0tLzjeMMIP6PqidbWVs6+/XbIDDc45OvqNOQb9AJ0uwvuiomtQPdzVA0NDTQ0NHD8xInQrJTTmcHQoUNYvGghra2tXYx174c0P7h9+fz5CwB85MMfQtN0evfuxec+91m+9a1vUldXx+nTZ9i7by9bt2ylpLTsnl+XxT8+VqD6gJC7ejW/+c2vaW1tZeOmzXzkwx9CkqRuz7Hb7axYvox+SUk88bcnqaio6PF9bDYby5Yupf+A/vztyScpL79+jq7fPAtK6NOHtWvX0NHRwdat26iqqiQtLZ0J48ezcsUK6uvryc93k+92U1RUhN/vx7hHzhTQdcjXNLHtj9PpZNzYsaxYvvy6ia3b3a3NU7cI4TtTGIZBRUUFFRUV7N9/AEVRGDRoIM4MJ1OmTGFNbi41NTWhwFVUdH+k+YZhUFxSwpHAssyEhARysrNIS0vjoYe+zb//7GeUl5dz7Phxdu/ew/btO+5LJmjxj4cVqP7BkWWZ//z1f/CRj3yYs2ffZuu2bei6jqZpSOKtA1VSUhJrcldTV1fP+vUbbs+E9to11q/f8A4V2828/gYPzmHZ0qUcP36CM2fPMnBAf0pLy3AXFLJz1y4cDocpO3c5WbpkMbGxsZSWltLQ0ICiKAiCcE97N6aJbQnFxSUhE9ugDD5k81ReHiqRhbuk0cyo7uy6QxmeuwC2m73D9PQ0nBlOli5ZYn5GnRZHlpdX3JNynCiK6J16eXV1dRyoq+PAwUOmgCU5mezsbMaOGcOSxYuRZRl3QQFHjxxl+46d7N271xJmWISFFaj+gRk0aBCPbd6E05nBa6+9zvkLF0KvaZp+y4xqzJjRzJs7lwMHDnLw0KGw3mv48GEsXrSII0ePsm/f/psGj85ef6IoMmf2bEaNGsnLL7/C1bw8evXqBQhdMiWPx8PFS5e4eOkSAHFxcbicToaPGE5sbCzf+fa3KCgoCMnOm5qawvx07gyv18uly5e5dPkycN3myZnxTpunAreb2rq6m3+hd+OhdAPt7e1cuHCRCxdME9u4uDgyMkwZ/KRJE5EkicLCopCDR92truk2ESXplgFQ13XKystDW58lSSIjPY3MzCzmzJnNRz7yYfx+f8gxY9u2bRw/fsISZljcFCtQ/YOyYvky/uu/fktHh4dNmzfT0NB1bkjTtHcEKkVRWLJ4Eenp6Tzz7LMUF/e8b0qSJObPn8eQwYN54e8vhhrvNyOYUUVHR5O7ehV2u531GzbeMNPU/d27sbGR4ydOUFNbS+7qVTz3/Au4nE5GjRzBsqVLTO+9TrLze71b6tq1a5w6dYpTp06FbJ4ynE5ysrNYMH8e7e3tXfpbwV7Su8moeqKxsZGTJ09y8uTJLteUnZPNggXzzWsK+BO6CwpoDWO4+2aIooimh6eO1DSNvHw3efmdhRmZZLqcrFmTy5e++AVaWlo5d/4cB/Yf4M0tW7l8+fJ9H9K2eDCxAtU/GJIk8ctf/JyPf/yfuHDhIm+8+eZNn3o1vWugSujThzVrcmlrb+fR9RvCunn16tWLNbmrAVi/YQPXrnUvMggGqs9+5jMUFhbwxptbujxBB29K4fSegmKKsrIyysrK2LN3LzabzSyBOZ3MmzeX+Pj4OyrL3SmGYVBZVUVlVRUHDx5ElmWzl+R0MnnyZHJXrw71kiIiI7stvd7Laxo4cABOp5NJkyayevUqamtrQzZPRUVFYSk6ASRRvOPP0xRmnOd8QOUYExNDdnY2zowMvvCFz/Ptb3+L2to6Tp8+zd59+9i6dSulljDjA4sVqP6B6N8/hc2bN5GTnc2WLVs4280wrqZpiIFANWzoUBYvXsTxEyfYs2dvWE+xLqeTlStXcOHCRd7avj2suaMRI0cgyzL79u/g1E2MZw0jkGOEFajeKabw+XxcuXKVK1fMweXY2FhcgSHfYFku6E6Rn59/zxv7qqqGFiJu376ji81TQp8+LFu2lBEjR5iB9D7ZPKmqSmFhEYWFRexgZ6gHmOHMYNHCBTesVimgrKzslsHI7FHdncDf0tLCiRMnOBFQiCYkJJCTk016RjpTpkzm5//+M8rKyjh+4gS7du1m+/Yd991dxOK9wwpU/yAsXLiQP/z+d/j9fjZtfqxH2xtN01AUhUULFzJ06BBefOll8vPze3wfQRCYMX06EyaMZ8uWraG5n+4IKgEHDhyAYRg3DVIm4Q/8hiNPb25u5tTp05w6fdosgSUl4XI6GTI4h0ULF9DS0hIqE7oLCu55Y7+9vZ3zFy5w/sIF+iT04fKly/hVFWdGBlOnTHlPbJ5u7AH26tUrNL81Yfx4FEWhqKgoFLhqampC53bXo3q31NXVceBAHQcOHEQURfqnpJCdnRUSZkiSZDpmHDnK9h072LdvvyXM+AfGClTvc0RR5Kc//TGf/cxnuHTpMm+8+WZYDWlJFJn80CRaW9t4dP2GsBYARkZGsmrlCnr16sWmzY9RG4YzRUJCAmvX5NLc3MyTTz3NF7/w+VseG0wmwlGd344zhfm1DSorK6msrGT/AVPinZo6CKfTyYwZ01m7dk3InSI/301paek9dacQgNa2Vt5++xzHjx9HEAT690/BmeFkxPBhLFm86LrNU2BW6n7ciK9du9YluPft2xenMwOX08ncOXPwer2hxZGKLIfdo3o36LpOaVkZpWVm6U+WJNLT08nKymTu3Dl89KMfCQkzDh48yNZtb3Hy5ElLmPEPhBWo3sf069ePzZs3MnzYMLa9tZ3Tp0+HdV5WZiZpaWmUV1Twt789GdYNuX///qzJXU1ZWTnPv7AxrD7GkCGDWbpkCceOH2fv3n1ERkYCgZLRTZ7EbTYbmZlZ+FWVy5evdCuEeDfOFGBKvPPzzaC0jevuFC6Xk3Vr15gr6IuKzLUh+e6w7KJuixtUf4ZhXLd52he0eTID6ayZM1m31rR5KnAXkO923xebJ8MwqK6uprq6mkOHDgdmygbgdGYwbtxY+vXrx9IlS3A6neZMWeEdzpTdJqqmkZefT16gAhAUZmRluli3bi3/8i//THNzC+fOnWP/gQNssYQZ73ssU9r3KXPnzOZ///S/GLrOiy+9RE1NzzdSQRCYPWsmY8eOpaq6GrfbzcGDPcvPx48fx5zZs9m1ezfHjvW8P0kURebOmcOIEcN55dXXQlZFERERfOPrX+OXv/qPd9xk+/Xrx7q1a9F1DcMw6N27N6VlZbjz3eS78ykvr+hyo0nq149PfeqT/Oo/ft3j9dwJffv2xeUy+1tpqal4PJ4ubhnv1gnis5/5NEePHePcuZ5Lp9DV5snpzDBtnkpKQv2te2Lz1ANf+dcvc/btt4mKjMLpzCA+Pp7yiorQ/FZpadm990y8CTExMeRkZ+N0ZpCcnEzv3r2pra3l1KnTpmPG1m2UlZXf9+uyuHOsjOp9hiiK/OD73+NLX/oiV69e5dXXXg+rxBEdHc3q1auIcDjYsGEjD01+qEdnCpvNxtIlSxg4cCB/e/Ipysp6Vl1FR0eTm7sam2Jjw8aNNDY2hV4LZlGiKHa5gQVnsI4dO0Z9fQOXL19GkmVcTicul5OHHpoEQEFBIfluN/n5+XfVQulm1NTUUFNTE8okBg0aiMvpYvJDD4XUe0G3jOLi4tsvM93mHNWNNk+JiYmhoDVrpmnzZM6T3T2bp54QBIHi4mIKC4sAU7ySkZGOM8PJurVrzay0uBj3vfRMvAktLS0cP3EiZN2VkJDA4JwcnM4Mpk6dwi9+/nPKyspMx4xdu3lr+457Pn9n8e6wAtX7iMTEBDZt3MDo0aPZuXMnx0+E57uXlpbKqpUrcRcU8PSWrfj9/pvOUXV5r4QE1qzJpaWlhUfXrw9rV9KgQYPIXb0Kt9vNm1u2vuPmHbxJdR76nT9vHkOHDuH5F/5OZWUlmS4XgiBw7do1Tp46xcnAfFJKSgou1/V5qebmZhRFISc7m4LCwrAl1XeCufDQVMpt3xFY0phhqvdWrlhOVFRUl+ymqrq6xxvyu52jqq2tpfZGm6eMm9g8Fdy7ktyNJdzm5mbOnDnLmTNngeueic5OnomdjXXD6YveDerq6th/4AD7DxwwhRn9U8jOymLcuHEsXbIEWZYpLS1l77597Nixk7179+HxeO7LtVmEhxWo3idMnz6Nv/z5/xBFkcef+BtVVVVhnTd16hSmTJ7Mtre2c+bMmdDfd2ehFJSrB3tLt2Ncu33HDk6dunmvrHNGFRMTQ+7q1ciyzIaNG2lquobD4QDeqfrrvH4iuKZj5MgRLFm8OGRjVFpaGsi23FRUVNzTJ/f29vYu5qwJffqEdl3NmD49IEvvIbu5i84UXWyedps2T8F5sgXzr9s8Bftb3UnObwczM7711+nsmSiKYiiYjh49iuXLltLU1NQlmN4PsYiu65SWloVmsmRJYtGihbhcLubNncvHPvpR/H4/ly5d4tChw2zZuo1Tp05Zwoz3GCtQPeAIgsC3v/0t/vXL/w+3u4BXX3strOwhIiKClStWEB8fx+bHHqe6urrL6zfLqCRJYt68uQwbOjRsubrNZmP5sqWkpKTw+BN/o7Ky8pbHBm+OgwYOZPHiReS73Wy5SebVEz6fj4KCQnRd5/d/+CO9e/cObPN1MmXyZAzDMANFoDR3r5/c6+rrqauv5+ixY4Eb8gBcnUxs6+vrA/0td2ig9l46U3i9Xi5fvsLly1eAzpJzJxMmjA/ZPAWl+be0eeoB6Tbk6bquU1JSSklJKbv37MFms5GWloozw8nsWbNIXJcYEou4C9yUlJTel+CgahoNjU2Ul5fz3PMv4HA4yMx0kenK7CTMaObtt8+FVplcuXLVEmbcZ6xA9QATHx/Hhg3rmTB+PHv27uXo0WNhnde/fwq5q1dTWVnJ+g0bb1r20TUdm80W+nNsbCxrclcjiiLrN2ygqannm3uwPHituZlHwzCuDd7UVq1ayVvb3zn0ezvOFLp+feC3qampi2VQ//4puJwuRo0exbJlS2loaAhlW7fjvHAnmDfkEkpKzOzG4XCEspvFixbSu3dvSkpLiY2NJT4u/p6b6sI7Jef9+vXD6XSSnZ3F/KDNU6AcV1BQGLal0o2mtLeDz+fj6tU8rl69vhMs2N9avWoVkZGRFJeUhBZHVlZV3bPPSZFl/H4zKHo8Hs6dOx8SucTExJCTk4MzI50vfvELfOc73w4JM/bsNYUZwUWTFvcOS/X3gDJ58kP89ZG/YLPZeOnlV8JasQEwYfx4Zs2ayZ49ezl67NaBbfq0acT2iuX1198gIyODVStXcOnyZbZteysspdbQIUNYsmQxx44dZ+++nsuDiqKwbOkShgwZwnPPPx+6QXXGZrORk5NNXl5+j1lQ7969+epX/pWf/PRn3R5nt9tJT0vD6TIzrri4OEpKS001YX7+fXGD6Ezv3r1xBSyeZFkOOEVcd8u43039zjZPzgxTJRe0eQoKRW61MuT73/sujz66/u5L9zHLqcGdYOnp6ei6HprfchcU3NVh6Llz5hAREcFrr7/e47GJiYnkZGeTlp5GclISkZGRlJaWcvz4CXbtNh0zLGHG3cfKqB4wBEHg3/7tq3z9a/9GUVExL7/ySlgZQND9YcCA/jz51FM9ym+Dpb/p06fx0KRJbNmylbfP3dpyKYgoisydO4cRw4eHXR6Mj49n7Zpc2tvb0XW9x0HhcMR84ar+vF4vl69c4fIVswwWDBQul5MpU8wyYfCmnJ+ff8/Vck1NTZw4eZKx48ZyYP8Bmq5dw+V0MmLEcJYsXsS1a9e6mOre66Z+F5snCNk8ZTgzWL5sKTExMWZgD/TbOvf/JElCu1fOFIFy6rFAOTUlJQWnM8P8nJYsNoehA8a6BYWFYYl9boWsyGGXGYMiluvCjP5kZ2cxfvw4li1biiiKuN1uDh82HTP2799vCTPuAlageoDo3bs3j/71EaZMmcz+Awc4dOhwWOf17duXNbmraWpq4tGb7IG6GaIokpGejjclhU2bH+tijXMrTAHEKhRFYf2GjWE9OWZlZbFi+TJOnTrNrt27+fa3voko3HxQ1zACFkphLKO/04HfYKA4cfJk6AbocjkZE2jwNzQ0BHpb+RQVFd+zMqEA6IZ+XSQSGPJNS0vF6XQyZ85s1vXpQ3lFRcgt426JILqjs80TmA8Zwf5WZ5snt7vgloPbdxtd10Pmw3v37gu4iqTidGYwffo01q5dQ1VVVcjmqaSk5LYWR8qyjNdz+6pIU5hRSmlpaejrpKenk52Vyfz58/inf7ouzDh48BBbt27j1OnTljDjDrAC1QPChPHjefTRR4iMjOSpp58O2yl65MiRLFwwn0OHD3PgwMGwylgpKSlMnDgBVVXZsHFTWNLl1NRBrF61ivx8N1u29iyAEASBmTNmMH78OF577fXQ/qabLU8MMmjQIObMmcuYMWO4fPlKt6W5zv2sOy3ddb4B7tmz9/pSRJeTxYsW0atXr+tlQrebyrtZJryJ6u/Gvk1sbGzILWP8h8Yhy7LplpFvusHX9eDneDdoaGigoaGB4ydOXB8TcDoZPnwYkiTx6U99krz8/FB/634o90xXkfxQNh8VFRXKAleuWE50dDQlJSWhwNWTClSWZdrUdzfADWZ2mpeXFxpwdzgcZGVl4nK6+NCHHub//b9/4dq1Zs6de5t9+/ezZctWrl7Ns4QZYWAFqgeAL3/5//Htb3+LstJSnnr6mbBKBbIss2jhQjIzXTz3/AsUFhaG9V7jxo5lzpzZ5LvdKLISVpB6aNIkpk+fxlvbt3P69Jkej4+IiGDVqpX0io1l48ZNXW6ouq4j3CRQBd/j8pUr1FTXkJyczJQpk0O9ibz8fPLz3bS0tIS+DrxzePjdcONSxLi4uJCacOrUKaFrCaoJ302ZMBzVX3NzM6fPnOH0mTMhEYTL5SRncA4LFsynra0tIIE3g8S7KX+FQ+cxgf0HDvDTn/yY7dt3kNI/hZkzZrBu7VoqKytDpdTS0vuj3Gtra+Pc+fMhg+TrWWAGUyZPRhCEUBaY73a/wzVfkWX8avgZWLh4PB7efvscbwe2GPTqFUt2djYZ6en8yz//M9//3veorq7uIswItxf9QcMKVO8h0dHR/PWRvzBr1kwOHjzE/gMHwjovPj6eNbmr8fp8PLp+Q+jm3R2KorB0yWJSU1N56ulniI+PY9jQod2eY0rPl5Gcktyj9DxIUlISa9fkUllZxYaNm95ROrsxo1IUheXLltK/v9lb6xPfh4KCAvbu2xfqAbhcTsaNG8fKFSuora0N3ATNjPNeulM0NjaGVk8EB0VdThdjxo5h+fJl1NfXd1ET3k65SbjNOSrDMKiqqqKqqooDB8y9Uqmpg3A5XUyfNo21a9ZQWVUVyv7utRdg8GeY73aHeptBm6cMZwZrcld3tXlyF1AdxiD03eDGLDA5ORmnM4MhQ4ewaNFCWltbu5j9yrKM6r/3AfXatWaOHTsesiHrm5hIdk42rkwX06dP41e//AWlpaUcPXaM3bv3sH37jvs2FP2gY6n+3iNGjRrFU08+QVRUNH9/8UWKi4vDOm/w4ByWLlnCqdOn2b17T1g9gtBSxLY2XnzpZdra2hg2bChjRo/m8Sf+dtNzEhMTWbsml8amJl5++ZWwSjrBMuT+/Qc4dPjm/bWvfuUrPPf881RUVBAfF8fatWtoa2/nxRdfwuPxMGL4MAoKCm9a1oqIiCAjPR2Xy0VmpotevXrhdhdwNS8Pd34+1WH02e4WQdm5y+nC5XISGxtLSUlJyMS2Jzn1P3/pi+zctSu0O+vdEhVl+u0FM0CHwxGwL7ruBXg3sdls/PAH3+fnv/jlLbPyxMREM7NxOUlPSwvZPAUzm/th83QjiqKYKscMJxnODJKTkvD7/ZSWlnHo8CGKi0vu6fjCrRBFkQH9+5Odnc2gQQNJSkpCFEXy890cOXKUt7ZvZ//+/ffF9PdBxMqo3gO+8PnP8YMffJ/29nbKykrDClJBtd3IESN49dXXuHI1vBtc0MH8xIkT7O60FFHX9FtaKAWdKY4ePca+/ft7fAqWJIkFC+aTk53Ns889T1FR0S2P1Q0dURTIdLlYuXIFp06fZteu3Z1UfMIts6SOjg4uXLzIhYsXcTgcfP973yUvP4+MjHTmzJ6Fx+MJqffc7oJ7WgrzeDxcunSZS5eulwldLhcup5Pp06ahaVoXE9sbb8pmb+3uXU9bW1uXMlPfxEScAVPdObNn4/F4urhl3On6+SDB353uHpRCNk9Hj3YZhB4byEgbGhpC81v3y3nd7/cHVJUFsN1UOX76U59EFEWWLllCbGwspWVlocHj8vKK+yYYKSktpaSTMCMjI4OsTBcLFpjCDJ/PFxBmHGbbtq2cOn3mAyPMsALVfSQyMpI///lPzJ83jyNHj9La2oYzI73H82JjY8ldvRpJkli/YUMXo9dbIYoi8+bOZfjwYbz88itczes6t3QzZwpRFJk3by7Dhw3jxRdfIt/tDuPaYliTuwaA9Rs29viUrOs6o0ePZnBODq+/8QYXL17q8T1uRjB4njhxkoMHDwWMYwfhcjmZNnUqa3JzqaysDAWue+3k3djYyPHjxzl+/HjXkmUnd4rOasLAd3HPridoX3T4sOkFOHDgQFxOJ5MmTmT1qlVhz0rdimDp7/acKa4PQne2eZo/b57pvF5eHrqm+6FwBFPl6PX5OH78OOcvXCAuLo6MjAycGRlMmjQxsBW6KCCFv3MXj9tFVVWuXr3K1cADaUiY4XLx4Q8/zJe//C9cu3aNt98+FxJm5OX94wozrEB1nxg2bBibNm0gPi6OZ597nsLCQkaNGokkd/8jCBqf3s4wbmxsTCCwybeUkd8YqDp774XrTJGWlsbqVSu5fOVKWNdmt9uJiowkIz2DzZsfe8eg6O06U8D1G6ZpHFtIYaG59v36fikXD69bh6IoFBYWkhcY9L2Xa+g7y5Z3794TWvfudDlZttScTdI0jSFDhtDS3BKWie27QdM0ioqKKCoqYsfOnWYJNWCqG5yVCvaS8vPdVIXhAnG7gepGbm3zlMH48ePMn1dREe58c/tyOEs675TOYorGxsYuLidJ/fqREXDxWDB/Hh0dHV36W+H0h+8GNxNm5GRnk5GRwf/7l3/m+9/7LtXVNZw+fYo9e/axdds/ljDDClT3gU9/6pP85Cc/pqamho0bN9Ea2GWkqirKLQKVIAjMmDGdCePDX/kOkJ6ezqqVK7h6NY+t27bdsjSg6dcDVWpqKrmrV3E1L4+tW299TmcmP/QQ06ZNZeu2tzh79myPxycmJrJ2rZl5bdm6tRs3A4Mwxqh6DGqd12J0VswNGTKYRQsX0NzcHMq2CgoK72nZ6cZ17/Hx8Xzm058iMTGRT3/6U9dNbANCiHt98+vo6ODChYtcuHAxdD2ugKlusGxplglv7XIe9Pm7WwH25jZPGWTdYPNUEHCmeLely84EHUJuxDAMKquqqKyq4uBBU8AycOAAnBlOJgYy07q6ulDgKioqvm89pGvXmjl67DhHj5nboRMTEsjJySEzM4t58+bxq1/9gpKSUo4dO8bOXbvZuXPn+1qYYQWqe4jD4eB///gHlixZzPETJ0K9mCCqqiLfJFBFRUWxauUKYmJi2LRpc9jlhmlTpzJ58kNs3baNs2ff7vZYTdMQJSkUcG50V78Vd6IEDPbJjhw9yuCcnG4zL8MIL6O6nezrRsWcoiikpaXhcjmZN3cu8fHxlJWVhQLXjUsa7zYNDQ14PB52795DQUHBdRPb8eNYufK6sjE//87KcndyPccaGjjWuWzpdDJmzOjQEHSw31ZYaHol3sth384/r4MHDwUChFm6fOihSaxeHShdBvpbRUXv7jO6VaC6EdPuylz3ws6d130cM5wsXLDAdKkvKwvNb92v8qVhGKFS7779+/nBD77PSy++RHJSPyZOnMCKFcsDwox8Dh8+wvbtO9h/4MD7SphhBap7RE5ODps3b6Rf37688PcXb2o1pPrfGagGDRrI6lWrKC4u5tnnng/rH2BERAQrViynT3z8TZ3Sb4YoikRHRTF27Bgee/yJsNaGJPTpw9q1a7jW3Mz6MExoBUFgzuzZjB49ipdefoW8vDyys7JvOfBrDpQmk5CQwMFDh97Z7zIMREM3Z5ACAepO5Ol+vz80mLkFs+xk2iqZixGD7uvBMuG9U6cZNzWxzchIx+V0sXzZUqIddkrc+RQWFJBfVEJlXR16OCnnHdKlbLlnT6iX5HK6Qjfj0rIyKisqQ6MG9/pmHPRDLCwsZPsOupQug6XU0tLSUH/rdte83Kk8/UZBTefy5YTx41EUxXSpDwSucNxf3i2CIGC32SguLuZcYGzgujAjk4ULF/Dxj/9TSJhx9Ngxjh09xtYw2wrvFVagugd87GMf5Rc//3fq6+vZsGEjLbcoU6ia2qVHFcxuduzYyckbnMVvRXJyMmvW5FJVWXVLp/Qb6ZuYyPJlyxAEgfUbNoYlPR+ck8OyZUs5fvwEe/bu7fFGEBkZyepVK4mOjmbDxk2hntCtnCkcDge5uasZ0L8/giAwceIErl27Rll5ORcvXCTv8iVErwdJ1xEw0FQRw+u5K3NUNy5pDAohghnF9Xmp/Hf99B7kVqo/j8fDxYuXuHjxErKm0i86irTUVNLS05gyehR+QaCwpo78wmLy3e67WgK7GTf2koIrVYYOGYKiKHzn298yTXUDZcu7aRZ7K24sXcbFxQVKlxlMmTIZMLdBu91mf6unfqQsy/jvgnruxvJl3759cTozcDmdzJ0zB6/X28VY9148ACmKAtBFYn+jMCMiIiLgmOHkIx/+MP/8pS+h6wZlZaX85Kc/48CBg3f0c7TZbPzql79g6dIlCILASy+/zPe//8O7oky0AtVdxG6387vf/RerVq7k5KlT7Nixs9sberD053A4WLF8OYl9E8MupwGMHTOGuXPnsG/ffg4fORLWOcOGDWXxokWcO3eeYcOGhpUVzZ41izFjRvPKK6+GJYtPTk5m7Zpcyssr3pEVmoGqa3BJSkpiTe5qDMNg46bNNDQ0MGTwYHJyshk0aBBDc3Lw1tXQUFtDcVUVF85fpL66GqOlGflG5ZxhIOsaYuApXxdFVFEKz+kWs4zS2VbpZkKI4mIzSOTn5VMVRvbazbt1dyEomp/Gpibqmls4ce48oiiS2i+BgVnZTJg4gVWrVpplwoCasLj49jzu7oTgSpWKigpSAuVfl8vJsOHDWLx4Uaj3F3TLuB+GrI2NjaHV80GbJ6czI3RNLS0t5Lvdof7Wjb/z4Zb+bgfDMKiurqa6uppDhw4HtjAPwOnMYNy4saxYsTwkzy9wF1BYVHRXPqvg6p7ufg86Ojo4e/btUHsgMTGRNbmriYqK4htf/zrrH/0rFy5c4Hf/83tee61nR/kgP/zB98nKymTGzNkYhs7//elPfO+73+Fn//7zd/dNYQWqu4bL5eSxzZvp3z+Fl15+OaxBTlXVsNtsfPazn6G2pob16zeE9cuqKAqLFy8iPS2dp595lpKSkh7PCa59HzZsKH9/8SUaGxsZOXJEt+dERkayevUqoqOiumRF3TFy5AgWLlhwy+CpG3oXU9oRI4azcMGC0OK64Pd/5uxZzgREGn17xTIqI42BWVmMHjWGSZMeorW1FUNTGTk4hyNvnzfPMwxsqh9F8xNSZGgGoqTgk5Wwg1VnbiaEyHSZQ74zZ8zA5/PhdrsDfncFtLWF5xnX0xyVZOhIho5fuP5PVNd1isurKKmoZPvBI0QEnM6dLicrli8nKiqK4pIS0wsw/90G0e4JWldVVFRQUVHBvn37A72/VFxOF7NnzeLhdeveITm/1+WlzjZPna/JmeFkxozprF27xrR5CvS3SkpKURTlns8jmVuYiykuLmbXrt2h9TMZzgzmzp1Dnz59qKioCJUJS0tL7+izstlsqKp6W+fW1tZSWVmF3+9n6bLlJCYmMm3qVMrLw1cNCoLAxz72UdY9/KFQG+FHP/4xr7/2Kj//xS/fdXnYClR3gXXr1vHr//gl165dY8PGTWGn9NlZWdjtdg4cPMjhw+FlRH3i41mzJpeOjg7Wb9gQVuknJiaGNbnX57Camq7Rq1evWw78gmlcu2ZNLmWlpTz77HM9PqmLosiCBfMZMngwzz3/vNlwvglGoPQnCALz589jzOjRHDt+nO3bd9wy+2ysr+dgdSXqseNIokhWVjazZs9EM2D6lMlMX7CQhoYGSt35XDl5nMLyqlBQEgwDm+5HMyQ04dbfb7g0NDRw9Ngxjh47FphPMoUQkydMYPXyZVTX1pFfYO6WKinpdLPp/L2FAua7E2x0HoAG6NOnT2iFyayZwSB6fej4bpYJJemdvSmz95dPXp7Zj42JiQmVvj708LqukvP7NJN04zWFFjQ6neSuXk1ERARgVicuXb5832yeblw/ExMTE+pvrV2Ta9pPFReHAle412Wz2e7IWcNms9HUZJb7amtrefGll27r/Iz0dCIjIzlz5roC+MKFi8iyTHZ2Npcu3dm8ZBArUL0LFEXht7/5T9atW8uZM2d5a/v2sJ4cgr57aenpGIYRdpAK9olOnjzFrt27w/rFTUtLZfWqVVy9mseWrVtDN05N00IB48avM2bMGObNndPj8sUg0dHRrMnNRZbNQHjt2q0Dta7r2O12PvbRj5CUlMQrr74Wavre8pzgjd0wiIuPZ9q0KVRX1bD1lZcwIqIYPGYMLpeLLKeT0a4MOgyoramhsLCIcxcu4GlsRNQ0NLFToAqUCINfXxdvP4hpmkZJQSGVeVc5pOs4IiNIy8hgUPZgVq1aTYTDbt5sLl+m+OplmurrMRDwS7IpCAl+7IaBZOgIhoEuiOiiiCaIaIKErGuoktzpOA2vaGaHoq4haRoSOhoijbW1HK2vDwXRAQMG4HJ1HfLtrCYMN4vQDBENCQOQ0JHQEMWe19C3tLRw5sxZzpw5a0rO+/bF6XJ2kZwHy4T32kkkSGtra5d5pP79+/PFL3yeAQMGMGXK5IDN0/X+1v2SdLe0tHStIiQmkhHou82aOfP6dRXcemQA3k2gUmhru/PPPy4+nra2tnc80DY1NZGYmGgFqveK9PR0Htu8kdTUVF597bWwHRaC69tbWlp48smn+MLnP9fjqgpRFJkzZzajRo4Mu08E5pbgaVOnsu2tt7o86QChgNXZfVyWZRYtWojL6Qy7pDhw4ADW5Obidrt5c0vP6z8URWHGjOl0eDxs2rQ5LA86TZRQJYmc1FQWLl3GqdOnObx/H5og4sHDocNHOHT4CDa/j7S+iWSNGMmAAf2ZMmUK06dP41p1NRXNzVxwF3Hl6lV0nxe734dsBPpYCPglCZ9su63yoGDo2FQfoqGjihKtHi/nzl/m1Dk3bcpOEhL7MjQ9maEpycyZOJ52r5eCAjfFbjeCpwMwEHUdm+Yzg6YhYAjgF2V8slmutKs+5EApU8BAlSRUWUbSNex+n9mLE0A2NHRdw6vY0ESpS6lp585dREREhHz3Vq4IlAmDvbZ89y2Voj5DxmPYMBDNETcBbPgQhNtT+xmGQVV1NVXV1SHJ+aBBg0xn+ilTWJOba+6UCmSAJSX3x3k9eMN/8qmnAEKjAkHj4cbGxlAwvV82T3DdWeTIkSMB+6n+ODOcjA7sTWtqagrNbxUWFoX6bncaqGRZflcZ963uX4IgoFliiveG1atX8pv//E/a2trYtPmxsBUyw4cNY9GihaH17Xa7HQiojm5RWru+rNDG+g0bw3ovu93OiuXL6duv7y2l58HgJEnmTa1Xr16sXZOLqmqs37AxrKHTcePGMWf2LHbs3MXJkyd7PH7kiBEkJycjCAIVFRWkpqXiV9Wb9r50Q0BFwq+b2ceEaTOZPnYoW19/lbwreaiSjCopGJ0UhJokUV5ZSUl1FYYgmqvtM11kpqUyMDOboWPH4/V4qC/Ip6SggPP5bmpra83yoOpDBFRRwhAENEHsMWhJum4GqUDGoxoSHYIDRTP7ZDU1NTRVVnLa6MDhMMuEGRkZTJ0xk14RdpbMn8/lM6cozr9KWXU9umGY16KpGKJgBixJxqb7EXQdv6zglRRAuB4gO6lGZU1F0fw3vfaOjo4uCxET+vTBGei1zZo5M9Rryw84QbS2tqIZIh7DhmAYKIIfBPPn4hXsaIL8rvpNwSHnggLTcy8qKipUklu9ahWRkZEhU93uAum7RZbN7yMYdG9q85TxTpsnd4Hp4H/ffABLSikpMUcGQgs2M5zMnjWLxHWJVFRWUuAuQNNUvHcQqBRFCbu/ejPq6+uIiopCUZTQvUwQBHr16tXNcH/4WIHqNpBlmV//x6/4yEc+zLlz59iydVtYv6hB09bBOTn8/cWXcAc89IJPjJ1/uJ0JWhTl5eWHtawQAtt+1+TS0NDQrTijc6DKyMhg1coVXLhwMazypSzLLFm8iPT0DJ586mnKyrpf8igIAgvmz2P06NEcOXqUs2ffxunMIDsrm/nz5plrxQM3pMKiIrxeHx7DhoqEwyazePEi4uL78uenX6K1rhTRbse4YUuwqOsIuo4OKKqGIegYqsrFt89x5uIl/PIu+vaJZ0Smi9TevRgxYTwTp0+npbWNmqoKis6eIf9qHs2aCoKAJor4JBt6d1uEb3iK9BsKGCCJOgYCsqCj6H48ooLg94dmgXYC//KpT5JXXExCTAxj130YUZJwFxaR5y42bzjNzYiiRoTuNXUhooBNUyGQcYm6mcV1+ZmKEpKmI8gGRg+zVsFV70ePHu3Ua3MxKTBQW11dzfkrhbx9tZTaimJUNWBZJRgIho6GfFdv0m1tbZw7d55z50wHlsSEBNMJvlMgDbp3uAsK7pp7h9KN4u9GaX5sbGyo5xa0eSoqKgo5eNxLm6fO3LhgM9R3y3AyeHAOdrudT3zi46bK0d2zkz+Y96CW1jv/TIuKigMCrZGcOHECMBXGQFiVmZ6wAlWYDBgwgMcf34zL6eSNN94M29IoLq43uatz0TSNR9dv6CK0CP4DkeV39kemTJnM1ClTblq2uxXBjO3wkSPs39/9bqvgTeahhyYxftw4tmzZGtor1B1m5rUGVfWHJeaIjIwkN3c1Sf368fLLr4Se6Gtqajh06Aii4mDQoEFkudKZP38evXv35mpBKacvF9HaWMvsWTNpabrG35/YQLNPxy5KKELXG6Ssqdj8PiRDD8gTDLOcJytokoQuSsiaSltFGceLCzmvevHb7KS4skgbPIykXrFMeWgS02bO4JohUVZWxpXz5ygsL8cr2G+dWQkCQuDfv2GAhoiIjmDo6II5zyIKBrohdgkcgmGAKJCX76am0I0q2ejbL4mkgRkMdA1m0kPTaaqro6ysmOqqcqqqSvH5/IHMT8WQA0IRbpRj3JkIwPQCLKaoqJgdO3cSGRlJRkY6/QdlsnD+fBLioigpLaWwwAy0lTUNCKKMdg+zidq6Omrr6jgSCKTBklxnWX6wTPhuZtvk21D8NTc3c/r0GU6fPtO155aVyfx5c6/7ALrdd93mqTs6990qKiYwePBgLl26jMuZwfTp0wILP6/3t25WlVEUhZaWd3e9mzZt5sc/+gGf+/wX0XWNn/z4xzz//Avvqlw6a9ZMPvmJT1iBKhyWLFnC7//nv/F4PGzevJn6hvBKfdlZWSxfvoyzb7/Njh07b/oEqqoqsnT9x+BwOFixYjmJCQlhO0ZIksT8efMYMmQwf//7i7gLCno8x2azYRgGw4YODdvNIj09ndWrVoadeaWkJJO7ejWaprFx0+Yuk/mqIeLR7aheica8Cs7llWHftoukuCiSUzPJyhqGc9BU/M1N1FaWkp2UQEFpJV6fD8Emhkp+oq5j8/tAAJ9kBgfB0JF1HV0U0UUJUdew+70QCF6irmH4dfIvFXI2vxKb7qeXIuManEXO0Gyy0lIZOTiHjuYm6ptbKCgt5e3LeTTc0GxWRQlJEpE1FVUQEQ0NUTPQRQlNNMtvXlHBpvqRBA0kM0hJugo2B7okowsigqZRWlmDu7IJ5dgxIiWRASnJ9B8wiIkz5jEwMZqqynIKCwspvnqVivoGEAwcfi9+SQ5lVrKu4ZOUd2Sbt0t7ezvnz1/g7LlLtBkR9I3vjTMjjYz0NKZNm0pDswfD04TDbicqKupdlYzCoUu/bdeuLu4dwdUcJaWloaWRlZWVYSv37nSG6mY9t5BDfSArDVph3Q2bp3Cx2W20trZy7Ngxjh07hiiKobmyEcOHsSQwVxYsXxYXl9DS0oIsKzQ3v7ss9bf/9d/E9urF3j27sNlsvPnmFn74ox/d8deLjY3lC1/4PGdOn7ECVXdIksTP//1nfPKTn+DChYu8uWVLWHV5URSZPWsWo0eP4vU33ghZrNyMzn5/SUlJrFmTa85UbdgY1kyV6ZSeiyiKrN+wMSyVUt/ERNasXYNhGDz/wgthBamga8aWrVtDiqnuGDVqJPPnzaO0tNR8qupUN9cNAY9uR9chwvCACF4UOnQ7NY0tZGTbSUhIZOsrL+Opq2FgegajJj3ElLlxtNeWUV1XwZWKaioqKhANHckw8HUK9oYgYqAj6xqaJAd6SQb+wOfsk2wYKoian0h0bGh0qAKnT53jypmTyGgMjO9NWloaSSNGMWX8RKZPmEBzWxvlNXXkXb5MXmEhXsMMjjIasqFjx0e7FIkmigiBfo5PsiOiEWloiJpZEvSLCkJkFLog4hclbJofUZdR8KOg4TUE8kvLKC4sov3QMfr2jiDbmUp6ehoTRw7H7/VRVlxMed4VKktKaPF04JUVfLIdv6QgGHroe9YDZcw7CV6SoGMzfNQ0XKO6/gyHj59BEGXSB/RlzrRxxMQk861vfoPq6urQ0PH9EEF0du+AzrvAMpg6dQqGYYQym/xuFHLQfX/4duhs80Rnm6cM5/U9VwGbp+Ceq3shg79RTKHremiAfe/efSiKQmpqKk5nBtOnTSNpbRKqqiIIIgMHDCAiIuKmJgDR0dH88Y+/Z+SIEYwZO77L+93oRjF02IjQ74DNZuO/fvubO3Kr8Hq9/Pa3/82JEyesDb+3Ijk5mccf20ROTg7bd+wMyyEcTPHD6tWrsNtsvPD3F3sckv23r36FZ559jqSkJObPm8v+Awc4dOjm23FvJD09jVUrV3LlylW2btsWVhAdOnQISxYv5sjRo0ycMIHNjz3ebW3dNKFdSnJKCs8//0KPGZ4gCCxYsIDRo0Zy9Ogxdux8pzuHX5fweSWijA7EgJRME0Q8jliWLp7PYGd/Nj31Ci2lRSiCKSvXDJGIyCgGZ/Qja2B/0kaORrTZKLx0gZIL58krr+xSapE0DU0U8doc2PxebJoaEj34dRFVk4jxtaKKErogEqF68IgOkAyiDC/RnjZUUeRaZCxSZBSD09NwJfYhMcNFdGIC3vYOGurqKayp48yVy9RVV2MY4MGOHwUdEQEDGRWH4DMl3YbZO9JFka9/7d94/oUXKCkuQdY1/KoEhoEgCqHrjPR14MGGTVKRBQ3BMIjye0lKSSIlewjp6Wn0jYujoayUwspqLtc1UlZagtzRbqoADTAQ0QQBn812RxJ8s6QpoRoShgF2w0eE7mH48GEMGzOW515+FafTidNlbhaOiIjooia8H/52nQlmEK7A0siBAwZ0q9zLzDTLdn/6vz/f0+uKi4sLbF/OICMjA6BLOe5urZ1ZtGghhm6wddu2sI5PTExkwoTxTBg/nvr6emJjY0Nirz/+8X/RNI3s7Gw2bVzPhQsXGTt2TJdA9e8/+ymjRo3kc5//YsiN4uzZsyE3ip5eDxcrUN2EBQvm88c//B6/38+LL71MXZiDicHAcTvihy//v3+hrq6epKR+vPjSy2GvpA/2sMJxSofAhuA5cxgxYjgvv/Iq+fn5fO3fvspTTz9zy+DTJz6etWvX0NLayosvvtSj3VJkZCRrVq8mMb43W998kwuXLt9UgaarYHgNRMnMfjAM4iMjmL14KT67g91b/k5TqwfZ40cTZHRRRDR07KKKLKgomorHFkG/AQPITEslIzGelIGDqG9qorCwkIKCQqqLi2gXZfyygqypRPg8+CUZBAG/IeHRFKIMDx2KA1HX6N3RglewgWgQp7YgGDp+UcKnOOhQbDj8PhTNT4ctgth+/RiaM5RBKcn06dMHe2JfWtvaqKioIi/vEm+fPYfHp2GIAlKnflrnT+EbX/8azz73PKWBja5+Q8ajKyiCFvq4RJ8fh+bHgRdRNDB0UHQ/ftmGFghmERERpA4aSEb/FNJGjcFhGJS587hUWs2Vwgrq6huw6X4MSUC3SYjCHf5zNwzsqg+b5sdAYPjw4WRnZfL0y6/i7STrT0xMDAWJ9LS00Nbl4F6pe10mvJGgA4QzMJMUdMoPumXExsYwdcoUHvnro/ftmgRBICU5ObSBedDAgdfLcYH+Vjj+mzdjxYrltDS3sGv37rDPsdtsfO9732XJkmXU1tUyY/p0hg0bxje/9W0APvOZT1NWWkZrayt//OPvQ4FKEAQK3Hmse/hDHD9uCiiGDh3C66+9itOVZZo7d/N6uGIcu91ulf46I4oiP/7xj/j85z7L5StXeP31N8IKNoIgMG3qVB56aFLY+5kA4uPiiI6Oxufz8ej68FwmQtLzvok89tjjYdnkREVFkZu7GofdzoaNG0MbgjVNR5JuXhLKyspixfJlnDp1il279/RYpkhJSSF3xTLUa008+9e/UFffgAMBVRLxybYupSeb7scj2NAQEDEYMHAAixcu5O23L3L41DEkSUURwSapiLofVZARBR1BMOeOdEADyisqKC8v55DqI0YWGZiaSnpaGotnzcTRqxclDY3kFxSRn5dHe3WlKd0WJSTDQNHAF+jvyIBXsuERbEQIHjyijIiOJsnohmGuHtF10DQEVaOupo5ddfvREXAIkJIzmOzBw0iJj2PWhIeYPXosrS1NlNXWcS7fTWEgGBlcD1amme71z1RGRREEVEzloAGIsogsG/iDvoWygKEK0Omz7Ojo4PKVq7gvnKdj115SesfSL81FfIqTdeOnovk6KCwspKiwhMLaWgx/CyJmaVDSVXREdEnqOgx9E2Rdw6ap+EUz2GOPQJNk7H4fkmYGZU0Qaaiu4nCnzcKDBg3E5XQxecpkcnNXU1VVFcq2SkpK7rml0o0OEL169QplNhMnTgiVyiaMH0/+XcxsusMwDPN3t5P1VGpqKi5nJ5unqqrAILT7tsqpdpuNutuUp9sdDkRRpOlaU0BU80SX1zds2AjAlMmTu/x9T24UPq/3rrhVjBgx3ApUQfr27cvmzRsZMXw427fvCNu9PDIykpUrltO7d282b34srAFWgJzsbJYtW4rX62XPnr1hBal+Ael5fX1D2D2sAQMGsCZ3NYVFRTz1xptdfuGDyxNF3SwrGYKAIcnMmD6dCRPG89rrr4f6a6KuIasqIjq6KKGKcki6PXr0KObNnUfppfO8+eKLtGk6SLJprKpqGKj4FNMs03SEUJER6SCC0cOG8tBDE9m5/yAF588g2wVzuBTQZBnF70HSNVN0YBhIhoG38/yUIOCTbVzTNVrdBVzOK0CTJOKTknBmZpGdnc38+fNobmyg4NIliq9eobikFK8g0ipHBpRzAh7Rji6CKil4JAG7z4Oo6ngCohPF50EyDGRRRTR0vIKEKslohsGVy1fJu3KFCL8PR2wMmYOHkTZgAKkDUxk6bCR+m4262hryrl7lwrmztLS0oGs6+g2uSnb8yOgBhaCBJOgIgtlTCyIbGjZV7SKbD/78ZF2juaaKstpmPOIlHAr0759C6oCBTB43ijmDsvC31lBx6W2K3flUVFaDrmLoKl7Zdt0B4yYETX6DmZMoCuh+HxGqF1UQ8Sl2FEND11Q8it38bDQttL9p+44doVkpl9PFmtzVOByO6/Lu/Py7Mm/TE9euXePUqVOcCjjlz5o5k+HDhzFk6BAWLVoYMrANmureaWZzO/j9fvLz80OrgG5m82SWUwsocLu73Qh9JwO/QRupcLZ6d6YnN4r29vZ35VYRNEIYOmSIFagAZs+exZ/+938Bg8cefyLsuvqAAf3JXb2asrJy1m/YGNYvSGehxWuvvc5DD03q1nMvyIjhw1m0aCGHDh1m/4HupedBxo8bx+zZs9i5a3dotqEzus+H3eshytOOACgOB/MXLyRuwMAuCxsV1Ue0px0x9AQu4pcUfI5I5i9ezMgRIzhy8CCHt25BE0ACBN20A9JEEVnT8Mu6mVUJArokESv6WDB/PonJg3jl1VdpqCwlQvLjE22hPEOTJDyYA7SirmMIAh5ZMUt4nRGEwADw9b+vrqunuu4whw4fvr4o0ZnBzJWr6dW7N8UlpVy8WsDlvGJqamrRJYjSOzA00ATM71MwUA3M6xcVWiUZj2IHw6B3RwsSBs2OaGyaH5vfh19RaOrwcuzUSY6dOolgGAzq15fsEWMZ1D+ZqSNHMHvkMFparuHwdpCenERVVZU5uW+Y4UkWus8w/JKCpOsoqh9dFBF0HbvfhxFwpFf8fqKNdpBBQ6akuISKggL2ixJa7yRGDurD0IF9GfOhDyGJEkXFxRTlXaWwqJiq9o5bii6MTv8NIIkCRlsbgq7js9lDn72sqdj9PlRBhBtm0DrPSom6Rr+EBNJdLlzZ2cydM9ssEwZEGffDUskwDFrb2qitreOpp5/uktnMnDGDdWvXmkaxARl8aem9N9WFd9o8JSYkkBHIAmfNnNGtnZIZqG5PDu5wOFBV9bY/757cKO6WW0VLS+sHO1CJosj3vvsd/vmfv0R+fj6vvPpa2Cn2xAkTmDlzBrt27w7VX3siOjqa3NWrsNvtITfy8ePH3XTLbxBJkpg/fx5DBg/m+Rf+bk7y94Asy6aXYFoaTz75FGXl5Tc9Tmtuwq75USWJhMS+LF+8iIaqSp746yO0GIEnZ00jtr0FSVXRFNlcXKhDhF1i4cplJDizePGll7h8/gJRuo5N8yPrGgYGhijhD2Rfnetejt69WbdwPmgaLz//OB0tLUQJBj5JeceArSZJaJJ0fbg27HUd1w/vvCgRru8vcmU4mTdrGq3tHvLy8snPv0J5fj4+TwctERHokgQYOLx+anr1QRNEJF1D8fuQFVAlgWsRseiI9NauoWkibTYHEhqCAaKgU1ZZSVH1m9g1FVmxMWTIYCaPH4+EweyJ45k6fTr1VVWU5l3l4qWLVDc04pfkWwofNFGiQ7GjaCqSriEKoEli4LOT0CQZwaMT4/PQIdgC3oESXsmGt62NK2+X4j5nYGzbQb9+fclIz2Dw8OHMnTmTZgQuF5VyOa8Id2EJqupDRkUSdHRJQtdEs/QqimbO62k3xSiBBy1J11BUFZvmRTJUvLIdn9xVLi8YZmC16Srt5SWcryjl1IH9aBGRDBiUist13VKpsqoqIDm/weD3LtJZnn6zzCY44Ltu7VpsNlsXt4z7NeAbnCk7evTodTulThuYGxsbQ/0tu91+2xmVw2HH7/fftvqxJzcKv9/3rtwqgoHujTff/OAGqj59+vDM008xbNhQdu7aFXawsdvtLFu6lJSUZP725JNhW+Gnpg5i9apVuAsKePPNLaF/HKqqdVme2JnY2FjW5K4OLDjs3uw1SFxcHGvX5OJpaeaJP/0Rb0srEYKAX1HMgBEs3eg6Wlsr2B1k5+Qwb+5cjp88ybFDhxAMA8ERiSGI2P1eFNVvZhKBp/aUPn2YM3sWqiCwaf0GagJ1fZvPQ6TqwS9IIArohoGi+mlzRIY28g4cOJCH160l7/Il3nrtNfD7Axma/A6nhS7cRoDyI+PXFXRME1Wb6EfuJGpobGzk2IkTHDtxAkMUSRqURsagdMZPmcXiFQ/jLi+nsKCIi+UlFNS2Yxe9tIiR+BQHEipx3hbqHQYCBh2Kgi7JdIh2or1tNEsRSIIBhulK4ZMUzM6Tjk9SSBqQQYcfnvvbk0ToGjnZOQwaMIBRI0cwYcJ42poaqGq4xtWSUi5evIDf50MXuu7U0kUJb+Czsvu9SLoRCmyaIKLbJUR0/IaIV7bjFxVAJNbXTIy/DV0U8WGnqqqaqqpqDh06RKQskpCRTcKgLEaOm870+fGUVVZRUVpEXVke9dVl+CSzTyWrKrLqx5DMsQBzVk3H4fciB7JuDIEIvxfR0OlQHKFrt6l+7JofvyhhiKIZuDQ/Hk/H9S2+280yYdCbcE2u6SZeWFRkOlPcRRcIRbn1HFVra2uXvU3BAd9Ml4u5c+a8J0KRLnZKu/d0EYvMmzeXhIQE5s6ZQ3JyMm63m7Ky8h4DvMPhwOfz3Xag6smNwuv13hW3iqSkfh/MQDVt2jT+8uc/ERUVRVV1ddhBql+/fqzJXU1DQyOPhrGKPUjQHPat7Ts4ffp0l9dUVUW5SaAKDtdeunSZbW+FtyY60+VixYrlvH3iOEe3bcXQNRBFZENH8ap02Bz45WC/w0DTNIYNH07/Af15480tFBQWIgiCmTUZYGCY/SFRCGVDQ4YOY/JDk6jIu8KW/YeoVxwgiCi6ik33g2m6gKHpROheDAQ6Au85dswYFiyYz45t23j78CFsfh+GAD5ZQUW4aTASAht99Vt47xmG6e5tqtwNfIaMDxumF4Rhdn1UgRihDUm47k5uYJrRajqUF7gpd+ezf/d2tF7x9HVmEZ+QSv8pY5HadGqu5qG11NPS5kX1+tBFAbts0GyPotHeC7vmIZYmRE1DFW10IGITVARNwK+AaNiJckSxfPFidK+Xjc89i+Rtx+H3cGz/XvbZI5BkGVdGBllZmSTbbaSPHsaCCWNpvNZEeXkl590F5NfU3fwzuOHPomggKAY+yU6HEonD7yHa34IiamiSiMPvQ9J1OuwRAXGJjt/nJ/9SHpcuFmHDT1SvXqRkZtMvLZuHJo4nMVKnsLAQ95XLFObnY8TG4bUpmNJNc8mjpJm9RFWWQg7xNs2PX1JQJdk08dVUVEEKZVmGIKIKYNPULtlXW1sbb587F3JL6du3Ly6Xk6xMF/Pnzb3uvB4IEndaJrydgd/qmhqqa2o4dOhwlwHfoFCkuro61N8qLi65L6a6N4pFvvmNr3Px0iX6xMczflxXm6cCt/ummYzDbsfr9d7RXFdPbhTvxq0i6EP6pS998YMVqARB4Jvf/AZf/cq/UlBQwNGjxxg1elRY544aNYoF8+dx8OAhDhw8GNY5DoeD5cuWdWsOq6r+d5T+pk6ZwpQpk9mydRtvv92z9FwQBKZPm8bEiRN44403KDx1EsnQUWUldIykadj9flRJxhBEIqKiiE9MxOf18eRTT4caqaKumzfz4NN74GleMXQmz5xDTnYWp0+d4sy+vbRHxoZuLIrqB0Gk3eFAVn04/F5E3VSXxao+ps+YSvb4iTz9xN9ouHyeOF8HEuYNTtB02uyRNEX2wmczFYKCYfZhFE01hR6iWd4KSswBVF1A84mIqtnf0QQBLwqSTSXoShWhehH9GrKh4pB8GIJIu2xDlRX0gBmtTfWhG+ARFdqaOzh5qZhmRxNNYiFiZAJ9YxWS4vqSmBJNg8dDR101RkcjTbbe6LqBqBlIBjQrvWmVFBTdj6hpeJRodEEgqXc0k0eO4VJJDedP7UHSNWTAbhjogoQuCBiaxpW8PPKvXCHa04YjKoqMcRNIS0sjc/gwRmRn0iEr1LW0kV9SypkLF2lpaTHVegIhMQyY/18WNOySH5E2ovV2BNnMxHyGHUEQsPu8RPo8eAIiF8MQ0HQzE1YFmbZrzVw9eZwzZ8/jkyPIGdiLwZkZjJs0iRW5ubS3t9Pa1ET/K1eoKi7C7vMiYJZvvVLw985ANEAM3AAFw3x4uLEPpgsCkq4Hvoeb/47X1NQEbLcOX3dedzmZNm0qa9bkUllZGVIT3s7SQXMN/e0P/HYe8N2+Y0fIdsrldLFyxYquSyzd7vu250pRFM6fO091TU1Xm6dMF/PmmllgcOg4uKPMbnfc8Xbhntwo7oZbRUZ6xgcnUMXHx7H+0b8yadIk9u7dx5GjR8nKzMSmKN2epygKixYtxJmRwbPPPUdRUXhzTkn9+pkuE3V13ZrDqqoWClTmSvplJCQmhm1r5HA4WLVyJXHxcWze/Bh11dVEGZo5v9QJU9SgIuoG/QaaSxE1Tzsn9u+jpb4eURAQDdNw1KNEhIKBX5KJlOOYPWs6CdGR7Hj1VSrzr5qiCAKDtZKEYJjvYQAioEsyXpuD3iLMWLQYOTaazX/+M20NDfT2efDJChGqH79kA0En0tuBJkq0CVF0KA5sqh+b6kMTZTRRQDLM0pIREE4YBmg+EUXTEEQdQxTRNRFBNU1hkUQkXcURKEV2SA4z09A17KoPvygh6zp2v5d2yUa7ZMej2BE0AVlXaRcUDL+BXFtGU4NIIwLt9ki02ET0qIH0jhtEb7zYWupQtQgalQg0w8CmdqCoXhBEJM1Hr/hkBueMZp/7IlVXrmDHQS9akXUVnyijGab6TxICbTxDR9Q16j0qJYfPwqGzROkdZMZHke50kpSVzYxhg5k9bSrXfH7KSku5cvIE5XlXUTXzhisaBn5RQsBAMVRk9ED5DxDMcqAmSEi6hle2IaCj+M29VyKExCk2zYdkmM7ipaVlVJYVs2v3biIiIli5cgV9+vRh8bqHiVRkSs+fpSQ/n/zqWry1tUT4PciaZto6CRJ+SQo8AJkzcZ2XWEpGwO4qTPeMzs7rb7HdLBM6M3A5Xaxbu8bsJQXKhPlud7dzkLIs39FajBsJ2k6dP3+DO30nAURnt4y7Zap7IzabLeQCcyubJ6czg0mTJrF61So0TcPj8dDa2kpkZORNM9Nly5bypS9+kSFDh9De1s7PfvoTfvqzf0fTNGJiYujXry+KotDe3k5RUVGXvVY9vd4dwYeNRx9d/8EIVJMmTeLRv/4Fu93O3/72JOUVZl/Jr/pRuglUoW26Hk/Yc05g2gctmD+fAwcPcvDgoW6PNS2UJLOsuCaXuto6NoQpPe/Xrx9r1+RSU1PLhg0b8Xq9CIIptxYwupSEhICaYcSoEcxftJi9e/eRlpaKPzIGQxBCS/tMBZf5mWiGSGz/LKZPeghPyzWefP0txNoKFEnEa7Nj11VsXo0OmwNVllFV8+Zm83vxywpJsTHMnDKFCkNgx4sv4w0EBkMSkQMrLfyyAhKBJYam6aoqmJmUKskIupl1iYY5Q+UwoNURiY5kPoULOkZQNSkJGLqAoYKg6MiaKWpQJSX0eRiihKSpiJqKqGt4RRmvpOBRHHgFG5os4jdkZFVD8nfQLEej2mREQcIwRGpUmUbRgajqpHmaiBNlOiITISIGwYC4ljLszTWUCrGk9YkjOTaZty8cp6GuBkGxoauCuQdLFhBEiPR7UXTTRUMMLEP06zItQjQqMjbdh+EzcFddo6j+BN6zF4gUBbKzs0kdPZa09HSGDRuGt6WZypJyivLdFFy8QFNTHVFGBwamB6FgyKGMC0HAEEX8otkbtKl+BMFAFlR8hg0bujlGoGlEaF4kScMhe1EVMxvv6OigsaGRpqYmtmzZSmJCApmpg8jMcDJp6lS8jQ2UFhZRUVpCSXUVNr8fwy/QrkTglRQi/F4ETQ0FLQGDDtkRdh/yRtra2rqo5MwswhVa0NjW1tZl03Hnkr0sy/dEXdjZnd4UQJhLLMeNH8eKFcupr6/v4gN4N4KlLMtIknTLr9U5C9yxYye9e/dm4oQJjBk7hvj4ePLzrnD8+HH27N3Hq6+8iruggJiYGD7x8Y/zm9/+lkOHDpOWlsZjmzdS39DA73//B/7nd/+NpmuMHTeB3r17sWnjRurq6ti0+TGAHl/vjqA8PTPT9Y8dqARB4Ktf+Ve+8Y2vU1xcwt+efKpLAPD5bh2ohgwZzNIlSzhx4iS79/Q88AqBxYMLF5KZ6eLZ556nqKiox3NUVaVfUhLjx4+/rbJiUK5+4zmGYN58HKoXvyCEnB/sBkxZsICscRNCmeGgQQMRHJG02yMDN/LrfSLDgOzhYxk3aTr1FUVs27UDqbUFUYlGtwkoivl5BOXIHsWGT1YQ0bEJPpwZGUyaMJ5TV/M5fCU/sMHWDKIYmE/qNyj8giU/SdfNsqGqEuVrN+XXkoiKhCp6USWJNikCQRcw5OtfQ0JHFlR0XUYIBD4VAd0QcEhmtmFg9t40w8AwTHshj2RHxxRhtCt2U92mabTaI+nAhiHY8dgikAwzG0MxkA3dNEsVI/H7RSS/qVyMNXSiIvvSv89ADGTymyvx+0FAp9UeRZscgUeTMQSDSDQ6BAHB58GmqUiAZkg0y7bA56gSoXsR0VFR8IvmA4XXr3H57GmOX76KX7GRkNiXQZkj6dOnH/3Th5KaPcqcXWupofTyRQovXkD3+/ArtoDju/n5egKOEroogmZgF/zohoxPl4hQPSg+P36bSIToIULz4Tc0OmzmihVREtFU84k3qEo7ofrp7W0jvU9v+qVmMGLSQ8xOS6emvo7iq1e5UttIUWUVHQIoqopk6Kb4QxLfUQF4N1zvJZlZRGrqIFxOFzOmT2ftmjVUVFaG1IQ2xXbPe0mmACKw52rXbtNUN92ck1q8aBG9evUK+QDmu91UVNyZD6DNZpZxww16TU1NbHvrLaKiomhvb+dfv/JVZkyfzoyZ00MOGS0tLaxZuy50zpUrV3jq6WeYPPkhnnzyKRYtWsjIUWNobGyksbGRX//6P/nBD77Hps2PkZCQ0O3rPRH8DPyq+o8bqGJjY3n0r48wbdpUDhw4yMFD78xsVP87A5UkScydO4fhw4bx8suvcDUgae6JuLg41uTm4vebLhPhpPaSJJGalkpCQgLPPvucaWjZA6IoMn/+PIYOGXJLubpPMcUEsqoioBEVFcXC5SsRe/Vm/YaNoVUjmmYO/CIIGFxfbS6KIjPnLybBOZJzp49z6OBBDMMgRhLxihK6KCIbHgTBdBC3BXY4eWwOREFgyuhROHMG89bBw+RXVoEoImo6PllBEyUi27zQafGFovowBHNFuxjwwlN8fmx+L5Km4bHZEQHZr+KXJOyqH5+o4BcVDF0gWEUSBEyXckHHJ9pAhyhDxS54kTFvRoZhoGMO0UqChqDpqIKER5Bpk+1omD05vyDjF80Mwhd4nzZBJtbnoZ9cj+z3E9feSKwgUx2VSIdiw6t6aW9tQ4qJptXTQbvqI1VykJ41nhSpjfIOlYa2WlrKK/D5WszMRZRptznw6ToKOh7Bht8r01tvRVC1kNy/xWaa+MZ5W80el6ZiINIsSpRUXeNK5TFi1RZiUOmX5qT/ICdpA/oyZ5kLdepkrrW2UV5VzeXLlymvrDRVdwKBrwOaIOHQvUho6IZApNqBX1aQbAaSCH7dfPjREfDabIiiiF/v2tvxyQodfomrdde42HQO/9mL2KNiGThoEK5+CeSunIa9dzwFBYXk5+VRfOUSbTXVyKqGgooqSXhle/c7wG4TVVUDJbcCtr3VWXLuYt3atURGRtEvqR8+nx93fj519fV37b1vhcfj4eKlS1y8dN1UN+iWMWXKZNN6qKAwVCZsamoK6+vabDZ0Xb/twGuz2aitraG4uJjHn3iCx594otvj+8THU11dw7BhQ6muru7Sez956iSZmZlER0f3+Hq4Faq//vXRf8xANW7sWDZseJTIyCieevqZkJ/ajfhuCFS9esWSuzo3JAcPd1I7uM7jzNmz7Ny5KywPK1N6nktUZCR5V6+GFaRiYmJYk7saSZK6dUo3BJEOxYEk6Qwa0J8VK1fgLinjzSef6tJkDgUqwKb6cPg8RDkcLFwwn8heMTz30gu4S0sRxE67lAKZV7C8GHpPwBYdw8rV/0S06uOl55+jvrUNURQRVb9ZVpQUNEFEtkfSq72FCM2LhoAmyLQ5IhAwe2Ja4EYl6TqiELAMMnQQjIAjhYGCjl8ywG/ugUIwD3EYPgSbgSJpGCIoho5d86EZgeKnYYSGhlXRzDYFzYdPijCXDgoG1Y7eCKINwwDVLtMhyWiCiENTiaQdDYlWJRo1SmRgczV9W2soj+mHLopERUTSJkgUtDRj9/hp1/zUFV+iX7RCv6QknL1SyB48mEjtGk31FZSUF9JUUYYmCKahlCHiU2y0GZGhIGIXffgEkVi1A0E0UAUJRBDRcfg8NCqxyIKKjIaqaRQVFeIuLGIPEkmxAqNcaQwaPITsiQ8xesYsWhsbqCsrpbiwgEuXrtDa0YFPkvEimn07fEiyhs9mRxINM2tWfSiqH1lTaScSWfXTrr9TsKBKMqKh4hUUPLqd5laduguFXDx3Fe/+E/QfkEh2ppMhmU4WjBpGa3sbhWUVFBUWUF5YBKq3i5z9bnOj5Pwzn/4UrW1t5GRnsSBQJgwOHd8vZ4rGxkZOnDhhuoQLAv37p+B0OhkxcgRLly6hqakppHAsKCy8pWLuTtfQm9t9wyt/JiYmsm7dOj76sX8iLTWVhhtWHjU0NCKKIomJCcTHxXf7eriBavz4cf94gepf/uVLfPc736GsrJynnn6m216P328q7gRBwOl0snLF8tCupXBUQ4IgMHvWTMaOHdvFbqgnMjLSWbVyJRcvXeLy5WskJfXr8ZxBgwaRu3oV+fnu8AxvBYGxkyYxa9ZMtu/YyambWEKZXn8Skqbh8HlI6p/CgqXL8Xm9/P3Fl6mta0Wwx5jqCMFcTyGrKrKhhcxN5UB/JbFfEg9/5MNUVVXxzEuvgk9HESUEw8AnK/gkc47Lj0KFLZI6sTexvjaijTYEEfySDb8k47HZEQwDVZLxKnYifUELJYEOxYEuCIiBHoqoBOyYfCqCpiGKBn67jF+xm3NTAvhtSqCUZ35eXkmhTZLRBAFDkGl32PEYsjnpJIo0KVE0OWIQkInxtoMuoCsCCn4iNC9+WaLB1gtECZ8oURJjkNxWS6LvGt7eSZTrOr7mdqINHzbdh8Pnw2fI1Ddcw1NbR5mhUmHrYMjAOJwpTiYuXYdNEqgudVNS6iY/rwBvs4ZHsCNLMl7FhsPnIbK9g0hM5whJMPAo5jCtrGpIooouS2iijD2gYDMXnUBrSwsnT55k/7mLqLJCev9khg/sT8rAQUyZM4+p8xZwrbaGqooKzpVXcdXtRvV5cPjNnV+irl0XsYgSqiggq37klmaMm8y9+SUFxa+CFxTDS6zhQzR02hQHbUIsJZX11FRXcsLXQaQASelOMtLTmT5rNr1WxFJZVIC7oZmrxSV3XAK7HTRd58qVK5w5czZQJjSHjjs7UwTVhGVl996ZwjAMysrKKSsrZ+/efYG182m4nE7mzp1Dnz59KC8vD/XcysrKQw/Gdx6oZFrbeg4aUVGRPPH4Y/zlkUc4deoUqYMGveMYIajIVbWb/uw6vx4u/1Dy9OjoaB75y/8xe/ZsDh0+zL59+3s8JzjgNmf2bMaMGc2bb24JbaDtiaioKFavXkVkRAQbNpjNxXCYNnUqkyc/FNqoO35c984UABMnTmDmjBls37GDU6dOd3ssXHemSE1N429PPkX5rZwpAhmVpGuMGDqUyXPnUlxcYprxaip2UaddVWkVI5EwUOVIoo02YvRWZBUwDDRRJG34CJblruHQocPs27fPzLNk5fqOqMAvp0e34dEdCKKG1+agyhaFZOjE0IYsaKFlg6JuqhZ9sg3J0NAEM8uSDA2z2yOiSRJ2XcVudGA3vNgNFVQNFTttaLTbI9BFc17HJ4sYshIwsxVC/n46Ah5J4ZoSRYcYiSaIeAVzmWGzEo1HcCAjEKH78Io2muzROHTNnB0CECRaHL0R7HZEJZJSWzSaR6G/5KVvezOR/jYE3cCvm3NCXkXEAVwz4FJBEaV5V9h6aBcD+qcweEA6o0eMZeXSZRSV1XDuSjH5RebN2qfIRCgeNF1ElWW00HC0GbQVVNqw4RfNv7erPjyCzVwxYvhNoYskYQDlRUXU5V3FLyvY7DYG5+TgdDoZ0D+FIRMm4ZUU6qoqKTl3hosXL3Gtrg7RMNAQsPt9yJKEIejYmusRDdPPsXP2o0oyXsmGw+PFbngwBBEtMN5gN3z4DAW7Yc5xeSGk3gOzyuBKSWLg8JE8NGNGaK9Ufn4++W53l+3Yd4vOc1RmmdAUOGzDrGA4MzJwuZx86OF1KIpCYWFhSE1Yfx/KhOba+atcvXoVMD+joFvGhAkfRpIkCguLyHe78fl8dxSoZFmhtbX7YWWHw8Hjjz3GiZMn+f3v/wCYgpH4+Lgux/WJjwegtra2x9fD5amnnv7HCFSjRo1k44b19OrVi2eefTZsCbk90HzMyspk48ZNYdenBw0ayOpVqyksKuSZZ54Na6I7uLk3oU+fLua1qqbe0plCURSWLV3KgIEDeOJvT1JR0b0LhmFAVK8+LF2+CtXv5ZH1G/G0t4JhDu5eX6Rn9qU0TUOSJRbNn0t2/ySOHz/J4cOHQgU9PTA269MVDEQcogfDJuAzHKiGDqLI1FmzGf/QQ7z44ktcCfxjCtHpBqYbAj5DQRTUkEuEhI4PmTYiiBI7zMMDT2FqYDOvT1Sw6X4UNaAOUyLwyDYETTXVY7puup8rdnRBQNH8RPi9GIJImz0i0H+74XMCUzwhCPgRUA0hMHgqogkSQiBQ1kWatkmGLOKVHERqfpLaGwM68sDMUqSM7PFThUSHBrH+DhTVT1VkH2zEYve1kd5UjoM2WqVIbJpmvr8ggSEgqioV5eU0lJdy5Og+ohwOXBkZpGU4mThmATabnfLSIiounqXyyiVq2zpM53NNRxPMQWxFMm+0HYIdVRGxqSqy5idS6MAvy3iU6+71gqGH1H8+ry9UBlNUPzEpKQweO4G0tFTGTJ/JhIkTaSsrprasnOLiIkoK3HgECR0BQVYQGxuxqz68iv36j9zQEQ2dVlsUHaIDI7BrzK75zLEAm4KBucxRUdUuru3N165xvrGOo3kF6K+9QUpKCpkuF2PGjmH58mWmUi7fTV5+PsXFd2djrtLNwG9LSwtnzp7lzNmz5kxSv344nU5yBuewYMF8Wltbu5Tk7keZsLm5mdOnz3D69BkEQSCpXz+cLidDBueQlpaGYRisWL78ttaFKIpMazc9dYfDwROPP0Zefh4/+MEPQ39/9uxZEhMTSerXL7TFYczYMZSUlODxeHp8PVx27Nj5/g9Un/vcZ/nRD39AZVUV6zdsDFtqGrQ00nWd5194Iewg9dCkSUyfPu2W5bSbEZqpqq1lfUBGHqTzht/OBHdBtba1sX79hh6/L90QSByYzeSZCzl7NY9DRw4jGgIxiMT4W7HpKkHDPZ8k41EciJLIkCGDEXxetjz7NHmlZddvYrqMqknodpFoyYOOiGpIeLEjyeY0++rVq+nTJ571Gzb2uLNLR0QzJOxi1yc+CQ2NwFI+zY89YLsTGBHFG/D/EzDwiwqaJGHTTaWhw+cxZ35ECT0wJ6SLIjog62rIdd0WcBf3BwQbWmDIVsNUwBkIGAIh5ZmI2cvSMQOmX5IxRJF2wU677CDW30qH5MCItBHlaUNqayFObCdWgNiOZjyiDVVUEHQNQVRolRR6dfjxqz40wUAxzN1SNtWHTTAQ/YKpopMV2j0eLly8yIWLF4Hrtj1ZI0Yya/RwWstKKKuooKKsnKqqKhplB4IE0XTg1U2xiqroRAqmn56gg+jX8Rk2/LKCJppy9C6ZkGGAANX1jZTv3AmYmUa2M50hA/qTnJzEwNRB6FOn0dxQT215GZGGjm4IprClk6OEpOvYdJU2KQJVkExxC+AXJURNR8GPKBimua6mYajmdmcBnQjMr6WKEnTeTLtrJ9GKTPqAgaS7XCxfuIDouLjQQG1+fn5goNb8PRPRw25xhetMYRgGVVVVVFVVcfDgwYCBrakmnDVrJuvWraW8oiKkJiwtLQt739KdYhgGlVVVVFZVceDAQcaMHs1DD03C4/FcXxcSGIQOrgu5WelSURRaWm5e+gsGqStXr3YJUmAGzb+/+CK/+OXP+cY3vkVsbCzf/ta3ePyJv4X1+u3wvg1UkZGR/OlPf2ThggUcPXqUPXv3hV3PnjJ5MlOnTuGt7TuYM3sWQhjSWLvdzvJly0hKTuLxJ/5GZWVlWO81cuQIFi5YcMuZqptZKAXFGeHuggIYNWEqqUMmcPLQbq5cvowNzBuXKqBoKn5ZDs1L2VQ/KQMGMmzoUOx2O2X19cQmJdP32jXqm5rM+5YmmXMzsogoGIhoCBh4sZEU35sPrcul5Vojjz66Hk84dii6SoTmQdJUDPG6d51h6vywa34ife0hJwzRMJANDb8s06xEBdwLNKK9ZsA2+zN+IlUPoi7h72x+GpDk2/x+ZF1FwCxdKRgYooLfFgGCafUkmlIMDF3HkEDDQBVEZN2HzVAxDMncByVo6KKN2sg4entbiFRMEYbS0oyka2BTkDWNPp4mOiQH1ZIp1TfQ8Uh2JDQk3Y8hyci6TpS3gwhfB167AwQzaAmaitce0aX3E5RaHz1wgD6+DtIS4ug/YCATp04jMiqCytYO8lvaySsspqamBkM3iNQ82DUfqiSFXB8ifJ7AsLSEX1KwaWogoGsomt/8zGUbgmD2plRV5cKVPC5evkKUp51BagfpgwbRLyWZQclJ2CMiiBswgEHODPLavJy5cCnUHBcEA7vox2M48Btm4NANCQkNm2BmQT5RoVWKQPQbyGgYCLSLUSAZOITrmVJw6aXoNSi8fIHiyxfY+fqrRCT3Jz07J9BPmk5ds48zl4opLC6hvLQI3dOEDV+PActcRX/78nTTwNbsXbEtUCYMqAk/9PDDyLIcKsnl5+fflz1XkiRxrbmZbW+9xba36DIIHfRLDK1VcV/fvqwoyi3LqsuXL2PWrJnMmjWTL37h811eGz1mHN/+9nf47W9+w8kTx1BVleeee54//OGPoWN6ej2c72nIkMHvz0A1ZMgQHtu8kT59+vD88y/gDsNRHMyng5UrVpCQ0CdkaTR92rRuh36h0x6ohgbWh+nxJ0kSCxcsIDs7i+eef57CwqKbHqf6r2dUgiAwc+YMxo8bx6uvvcbly1d6fB9zVfwyvPZ+vPnKSzTVX5eCOgwPkmrOy0gB8YMhCAwbM4bJE8dT6M5n5+69pKWnkZkzlKmzZtNeX0d+QSHHC+oprq6ETk9gIjrx/XOYtXAmu09c4PixQzgwsN/cpu/6Nap+HL4OHKoXHwqyoOJVbLTKEWhIRAgd2LSA+Wqgr6UFBpfN3o5h+glqfkTdwKvYEHUdVZLxazJ2zY9X10JzRmCY/nYeM6i12R2mOasgYNdUvKrf3GmFgISAonvxISKKEpqoYGAgCgI2tR0wV5X4DVOw4Jcd1Pbqhax1ENHYgiy10mSPNrMxw6DBEUfftnraJMXsLWl+RAyabJHIaER524lW24lQO2ixRaLabERq5nqTCNWHrPrx2SRu/Dhl1Y9fVTlf38zF2nMYp8/ROz4OZ1JfUoePYsbsgD3O5UuUnT1NUXklPr+ZvaqSiKKaq0jaHZF4bHY0VSLK02p67wWsqSL8XhRNo93mCO37MgQRj2KjtbWJi5cv4a6sZt7iRTRpOq0FBSSkDGDmnLnMXbiIxsZGykpKyD9+lFJ3vqlQNGQ0XSDK6MCvXN9h5kehTYzCbmtH1DQkQ0VAxKfZkUXdXHcS2CosGAbeTnZgiuqnrbqSo41NHD16FC+RxPTLwJU2kEnjR9Nr/nyqamtprSmksvhqt5ZKt+P11x0tLS2cOXOWM2fOhkpyLpeLIUMGs2jhAnPPVSc14Z1aFnWHzW7D571esbhxELpvYmLILWPunNkIgkBLSwsRERG3/Pf7/PMvYLPZ+OxnPoPL5eRaczO7du3i+9//Ic3NzfTu3RvFZv5s/H4/165d65JJKoqt29d7IjExkV//x3+8/wLVJz/xCX72s59QW2u6MbSG6VickpJC7upVVFdX8+j6DaHym9/v6zZQjRgxgkULF9zWHqhevWJZk7sGw9BZv2EDzc23rv+qmhmoIiIiWL1qJbGxsWH3y/r06cO6tWtorG/gyWeeod3ro9P8K6LQuSdhIIoi8+bNJSvTyYmDB9l19gKaKFFXX8+JEyeRJSmgenIxbf5Y5kdGU19TTkFhIYUFhfRLG0K/9JHs2b2H4oIr6Ei0GFFIaEQIXnMep5PLNxBQjXnMqSm7gKGLdBgObD4VRdCRZS8Rgte00bnRA04UzWWNgTKc6RIuhF7zKzZkXSPS30Gkt50OmwPDEHBoHgzR7Dv5pIADvN9Pu82O34AIv492xYEsqET7fdiMDiLFSGodAi12B5pohKa8JK0d2RDRFRuyIiJGRuLBg9quIhg+RE1DU4Lbeg1aZTt9BIOk9hpqYxKI8rUQpXmpj+htPjh4DezY6cCBpig4dNN1wx6QgNtVHy2CaPo0dvocO38+wZt9Y9M13q6r5diVfPxvbGHQwIFkDRzAhHFjWbQqlaqqKi7nF3O1sIz6qipzn5huzuJpooQmKbQqjutzSwHvQ0WXzTm0AIIhoAsCib17M23ObArKSjl67ASSruGT7bQfPMbg4cPJzsoiw+Vi+OAcOsqKuVZZQUlFBZfdBVRfA025frvx6gqS4SfG78Gm+9EFAYfRjkfVQDBAAdHQkXQN9YZ9baokIesaoqGjItOuy3RUFNNQWcCxw2a1JWlAOumpqYFMwh5yXs/Pz+8igrhbgaoznUty+w8cuL7nyuVk9qxZrFvbuUxoqgnvRpmwJ9VfTW0tNbW1HD58GEmSGD9+HCOGDycuLo7f/va3fPazn2XPnj3s2buX3bv3ANC7d2+ys7L4yle+yuUrV0hMTOR///gHfvLjH/G1r3/jnjpTgCkmeerppxH6JPS9906JdwGHw8Effv8/LFu2jOMnTrBr166wS33jxo1jzuxZ7N23jyNHjnZ57XOf/Qx79+57x2CvJEksXLiAnOxsXnzp5bDmnAAyMjJYtXIFFy9eCkvmPnDgAHJzc9E0jcqKCl597fWwlDvZ2dksW7SAswcPcHT/Ptr9NlrEKFCEUFai6iIxvlZ6CW1ExsawbPlSesX24q03XqOgqIRWe+QtUyGvoaBEJ5GRPpDBmRkkJg8gr0ajobqY+uILlJWW4ldVFJ+KQ/MSK7QiCAZ+UcZju37zs6l+orzteAMO6gagIaFoKpog4olwgGEQ7W0PZUlBBF1HNjRaHVFoooTd5yHS5+nSvBc1lRhvGz7ZZu6L0jQkdDyyg0i/B68oYvf7iPJ3mBY+oogPiZrIXqaowdBpEGNoMaJQUaiK6EN1ZB98EQ40WcYvKqiCRGT/PjhIoLa1ljY/YEjEtLeT1FZHsz3avLmKfv4/d/8ZJteV3ffCv71PrNQJOYduJAJgzgEgSII5AAQ4WdKVZMu2JMvXvnKSJc3IsmRZGkuykl9LjJNnyOFwmHOcYR4GZKCBRmhkdK500t77/bCrCw0CIJqjoaR71/PgAdCnTlfVqVN77bXWP3hCMXP4IFKnZNK21lLHR+iEUlohj6IlrdMRDeJJTU6ntKZ1wizFMRqw8lSxZ7UHRz+fIE3IJ/XmdbQX0xBmCZWwQNKoOByVUYxrBK2tTJ7VRWnSPKZNn44TVdl7bJCD5WH6929DDQ+Qi+vHnZcb4SoLcKgF1vVVakUpqnBWS4ErrrqSTT95j13bt1PzA6IgRyodymGxWYEJrZnTWmTpnFnMmNBOW3sHbnsHtVyRg339bNu2nc2bN9NX9/CShLasSjQmKevMoSBrJKEH2Psik8fV1sFuvlxtlUMS4TOsW/CJj9/KxiCVVfMouFWmT5tMV1cXXV2dzJk924IgGklr/fp1/PXf/O9/EATfaJRKJeuH1tVJZ2dnA7l3HE3407YJb7jhehzp8ORTT437nDAM+S+/9Z+58871tHe0c/XKlXR2zuf2O9ae9px/9s9+mVtvuYV/9s9/hc2bNnDOuec3Sb033Xgjv/3bv8UVV65g4sSJH3v842Ly5EnMmDGz6Tbx/4qKauHChXztgfuYMmUK33/44aYB3pnC931uveVmZs2azbe+/W16e/ef9Jj0FOoUbW1trF+3DqUy/u7uuz+2IhobV111JZdfdhlPPvUUGzduGtc58+fPp1go8MKLL/LGG2+e8fFCCK5euZILLzifZ777LfZt346SLq6ryGcRSewSBx6ZcGlYxjJr8hRWX38tcar43gMPMDwyQux/PKnSJyUaOcy+npSlCxeze/cB3t3QzbL5Ezn3mmsoFPIc2L6VA1s20X14gKie4KHwVAZJZBe6U9l2AC4Kh8bO2b4pEtcjH9etyK20GnCeVtQ9v4kMy1wPpaxYbSZdwOBpRTlXohrkMAgKUQ1PZyhHopQgTBN8nZIJC9FWCLSQFGJLcu33i9R1Du3Y2djEdJiRrIiuS3JBDS09SrPnoGll/9BBskThaBcyTR2XWDoUojJVGSJdyOkqsZQMhx2gFbkspi2pMLV2lFBnxK5H2pC5KjRALn6WkgoHIQSRF6IdSZAlJ7gWj/p1BWlC2qgwPJWRuC7pmJmWkg6pdNGDI7w/tAsjdpEjZUrHBCYtXkrnorO5/ebr0P297NvwATsPHeHQ/n2Q2TmRBZcc/31+lrJ0wUKuvOwSfvzcs+zoPYgT5q39itEk7vE2IUCYxowcGuaVo0cxUuJJyYKZM5i7/GymLl7KwgULufWWm9m9v4+t727g4J4dHOyzSUIZB+NIfJ2gjCSVbkOLMCNxbWtVNixFYs+aQooG0UAjcdB4KiWf1hHKto5zKqL/YMqRI0fGgCDmsKCri2uvvQbP87hr/Tq2b99B986dHDhw4FPnbpXLZd7/4APe/6CB3Js6la6uTpYuPYubbrqRkZGRE9CE420T+r5PvfbJkIe5XAjAvt5eXn3tNX74w0dP+9hiscg5Z5/NL//SL/J7v/f7n6oyxfRp0/mD//b7vPLKKzz8g0f+6SeqL3zh8/zhH/w3BgcHuefe+8atOjxp0iTWr7uTkXKZv7v77tOi5pI0bfZQARYsWMAdt9/Gxo2beO7558dVkodhaNWkOzq47/4HxmVlP1qxLVm8mDRNx5WkwjBk7do1tLe18bV77iE6sI/E8Rr6bYbAS/DTBK0kie8TyJTLL7uQVZddwu4P3+f5J54gUZp6EFox2I8J1ygumDGJG69ZyeYt7/H2G28xJFr40W7J6y9qWjomsGRSG9PmdnHOitm0iAp79+5m965dHN63l1hr687bsAwZdYYFLFzeaGLneGWUOB7CH209ZRghqHsB8Zgdv5IOVT/XMOhT1pres9WHwiExlitVUHW0Y1XCw7iOk1mJJ6lSlBtSDQLytRqJ45IZe/0CUvtvNO1Zmda0Ri6FybNmUx8ZYsvQfoRfJMRDZamVb3Ilw36RjmiICdEAnk5xnIh6EKCkhWRPqQ9SysrW+wpoT6poKcgcD5U5hGkFqRVSaAySIIvR2kFicLQmc2jSCzLHacK/ab53/4REcVzKSiESQ04kKCnZM1Jhx3vvk/5kA0+HIRfO72DRpA5uvnwugbyEA3v3cXBfL70H9tM7xmvjivPP44Jzz+axp56mr3c/rrLGiK42VIRH7I6pbrXGz9KGmaJ9TbHWbN2zh+09uyk/+wIt7e0sW7qMefPmc/biTs5avIhIG/oHBjm4fx8HerbgVMZuYHwcrSnEtYY+oGoiMQUGR2gCYmomR17XKSY1jBFUZZ6cqOFphZPUKQd5tHROcPF1HIevfPl3+eDDD5k9azaXXnoJQoim5t7OnTtPq/7yswpjDIcOHeLQoUO89pptE86dO5eurk6uvfYaPtMg+I6Sjg8cOHDaNSnwfYbHqaYzGmFoK+czvc/3fvIOs2fPpl6v80d/9D94+plnuHPt2k9NmWL7jh3cffc9rF59HV/+3d/5p5uofN/nz//sT1m7dg3vvf8+zz33/Lh3OmefvZybbryRN998i1dfe+1jzxvV+xNCsOrqlVx44YU88cSTTXjwmWLq1KmsX7+Oo0eOngQ9P120tLRw1/p1GGP47ve+x8996UtnPGfK5Mncddd6jh49yj333oeplslhKxQ/ifCzrKkQ7suMqtfKbbfdyllLlvDjZ5/h/Zdfslp+QpCLI7uLd/2m4oCWEidL8bRCKsUly87i4ksv5oU33mTrli20JjWKSZkhtw3paLJDVTYd2Mfbcgel0LB43hTmz5/PDTesJqhW6B2psOvgYXbs66XWn5JLE2vkKKwNReKMIQQDCEHcUFuQ2nornUrzTTkuVcdFat1QQ5coI6noPIlx8R0Pk4KbarQrybkBjlakjks5yBO7Pkq4OEZTSOq0KY9ApNQ9l7r08DC0xyNEhQlMnrOcEbfGgd79TFIJGsWIl0dmHq6MGG1IDPohdSnwUoXjhySeQ6AVpTQin1XIhEC6LkZZO4+2bAQtXKpBnsAoRFIj0FZ402hbSXpKEbmBtVmJ6/gqZZRekAlrea9Os9kYnRUaIUmFRUQmY1qGcRSxadt2ejbUaa8O097ezow5c5jTNY9LrrqKiuuyq2+IjmKBiWQ88t3vcKBcQ3kFMumSaYGDZtBpRRpDwUSYhicWGExDfLHJxxMSB0uPGBoe5rXXf8xrr/+YIImZPWESsxcvZ+aM6Zy/8BLCq8+hXK7QW0/ZvG0r3Tt3EY9aszgONSdASwdPKXJpRM3LkZMxaIFMNSpzUK6kSBVPWIflMEvwlGq6Io/GKIjpvffe580330IIwfTp0+nq6uTcc8/htltvYWBgoAmC2L17z8+Eu/VxkaYp3d3dza7RcYJvF5dcfDGO41itxEYiHRw8ngjGWnyMN3K5kDRNz1i1nX/BRRSLRRYuXMjvfeV3mTt3Lq+//sZJj/tZKVPU63Ue/sEPePOtt7j66pX/NBNVZ+d8vvbA/cyYMYNHHnmEbdt3nPkk7I134w03sHDhAh586CF6es48V0rSlEI+zxe/+AWKhcInIv6ec8453HjD9acVvT1VzJ07lzvXrmHbtu088+yz5PN5HMdpStqfKpYtW8otN9/Mj19/nR+99iMEBtdgZxRxnTBLGn18QS6tUgx9PrPmVlomTeHBr3+dI1s3owWkfoBo7E6DKKHq5y1HqdHzD9IE6XlcetVVTCsVePTBh9hXruBq6yvkSoPvJJRljjBJCUyC62U4yrBrV4We7m6KUZXJhQJTFi1m6bw5XHvR+Qwh2bl7D3u2buXg/v3UpW3rKOGQGpdU292xLzM8kaE+xpF+NMYmsUj7JMYjFDHCBRV6iFQhU0MqJdILGAyLKMdFA2GWEKgMT6UkeA10mcF3FENBiVJriTmzzucQBzi09xja8TECWpOabUdpTYLXaH8ZlJAoCTmT0h6PYGIN0qEUjeBqQybtZ+WgMShcndrWlnCpej7Feo1Y+wx6eVwMOZ1QoIarFbnEJinLVRLNuVSYJVRPkaik1uSTGm6mGDYFMFBMatS0oe6FpMalKGq2Kyug5odUaxEHtu4g274Lx/NYNHUCl11yOfmCj6kmXLlgHrvLER8cqXFooI5jMiqOR79sQ2eSdmeEVqeMkpbcKxobg6bocIPPpsSo2YyNxPU4cOwwfYd7eQ/LzZu/cCHzzzmPzoULOPeC84miiL6dO+jt3s7GnT3UGjt0LY3VHnQUmSMoOHWKpkIpqyEUTcHkyPPRWGDGR2O05T8KpjDGcODAAQ4csPJFQRAwf948urq6uOXmm2lpaWFfg7vV3eRufbptwo8SfKdNnUpXVxfLli3l5tE2YSORWkv5M2+Ux0YQjN+GvlKp8N577/Fffvt3eOLxx3j0scc/dWWKgwcP/tNUprjrrvX88f/4I0ZGRrj3vvvHXXofVy9Pz4i0Gxu+53PxxRfT3d3Nd7/7vXF9YKNtu0ULF47bzgOOW9I//cwzTVHM0S+J4zioNMHRDQ8l6SBcl+tWrWJ51zwee+A+DvTspF0blHTQDeXrQgPtpoWDrxKmTJzMJRdcQHz0EA8+/DDlwUEcDGljOO6pFMdY0INuLHyt9Qp+lmA6JrHqmlWoeo0nnnmOWprie2GzzWZcSZsqW8dYNPksstYYMk/q2p1/Lok5ID16tm7nja3bKUqYMWcOM8+/mNu+9HP4vk9PTw/bduzk/e0HKI/ECGHtFiNlyImIvDP+L5s2ggQfT2TNkVji+sTSkKkCieOQT2v4KkUYg8QQJjGJ41EJ8hhlUYUogS8i2rrOZkqxkw2VHQweOUbohkTCzt5a4go5FZEph6oJGQ5K1P0AXyVMqA4yORnEdVMkjoWD6whPxRjpI0nxTYZtUhriUWNKXKomh2sMMtVkOIyIPBU3pFVVCTNF4p3oJZU0eFCRVicoO4BVovdVZikJGGomJFYGN9Gk0iXnxIQN0rWXJvgqacgLC4Tj4IYB58yby8jIIN94/AlyYUjXxHam5UJuvOQSKnhsOzDE/mqF6GgfI7GhX5VwREbOial4OfKJhZxrIXC1thYnfp5USBr50f6RksizdAAvSymnire6d/F6zz4EMHXKZJaffQ5zCwHnXXgRF6+4mkp5hMNHjtK9cye7N2+i1kgUjlbks5icSam6gVXsUBki0aSO0xQ6Hhuu66K1Pm0rLY5jtm7bxtZtVsOzo6OjAYLoYuXKFce5VLt2snPnLqrjRCD/tGGM4eChQxw8dIhXX3utoQM4h67OLlZfdx0TJ06kWCrR1trGzl07OXDg4BlHFza5JZ8I+ZjP5zHGsGHDhn8QZQop5T+dROW6Ll/96h/zuc9+lg8++IBnnn1u3JDNxYsWcdttt/LBBx/ywovjUy8Hq6HX1dXJ3n37+MEjPxzXOa2trdy1fh1K6XHbefi+zx2338bUqVNPsqQfvUFCDLJexdUpIPALRa6/Yw0hhof/9n9TGRqiLYpAGKp+SOpaaLad9xgck7Kscz7nnHce+4718+oTTzHoBrSoDIkmImfhxw20nUQ3AQupdJgxYQIXr1nDngOHeP/FF0GnZF6A11jItJD4aYrUCuMHZK5DZqxig5NlZMIKmFZyBWLPt1YUWYbSioObN7J5734e9QKmTpnCggULWLhoGYsXX4zq38+B/fvZdfgYPceGiAjwTdqUWfqpo+FSmzkedSdHonyEzlDGEmAj6RK7noWBK42QLmfN7EK1zuXdne+QxRrPdZEqAhRTa31U3TypcMhcSSGrUahHHDPteCZjYjaEDgSxCBrKFoqOJAKVIIXBIcPHkM9i63QrHRxjEKmwg3/TsBZxPWpOASMEgUnJi/h4kmqEJW5zvLc29l5TmVVXFwKfDIeqdevVid0QSGHtUJTCzzLCNKXu+wgMk8KAG65dwUBvL09teINESOI44Z3hYdwko2J2Y2YvY9qsuVywfDnXtrWzp/cY3XsPUB3cTdy/CyEkNTdomFZqatLyyVLHQ9Jwf2787TXIvK62JZCrUsLUUBO2FX3oyFEOP/ccuaROQWXMmzuXzlkzmDxpMvOuuBR96cUMuQF7Dx9h2ztvM1Idpub5jXtakklJMakz6BZJnZOXOkv2HX8rb2BggLcHBnj7nXeQUjJr1iy6ujqbbrlHjhxpJq69e/d96gK2Vgewmx07bJvwN/71r9Pd3c2kSROb87axdiFj24SjEQbBx44rLrroQmbOmMkbb7zB4NAQCxcu4L/+3u/x4IMPMTw8/A+iTGGM+aeRqObMmcPXHrifuXPn8Oijj417PiSl5NprruHcc8/hsccfHxdBFkZJsrcyffp0Nm7cNO4bqrOzk7Vr7mDT5s0899zz4zpv4sSJ3LV+HcMjI9x9z70nkYWzLMMkCaUspq4twGDqtCncfM01HO7p5vkfvc6IdCloQ+z7KCHwlSLxJYnr4qeSKMxz7dUrmd/Rxk+2bGHTu++Ruq6d+7gerfURcnFE5simlt5oE8bRigVLz+LC6VN557332NLdg3Qc8sruzBPho6Ugn9TBWNHRTLqIhn14OSjgmlHPKIMR0ras0ghHW5v1QCcU4hpKOhw+coQjhw+h669RRDBj1jRmT5nILcsXIdo62DBsGOnbw8E920/LkTPGEka1EQhh8ExCnRwOqllVpXi4wqILR4VpNR7KQKAynMZ18JQip2H5knPQQvLiuy+gUii5Po5vARNT1BBhFnM0aMXXqf3SOJDXdbSRIAwFmVKVAWjdUNVIQQq0cJFCkc9sJWsE1D1LsCzElldVFyFFbSsd32TWLl6FDfuOIVylSMcQ5FyVkclTVwl2VnT8/44wOCIlkAmZ8Ehx8bKMfFzFMxmx4+NqTfukqVy/+lr2vfcO72zeTFKwLZvRuyVzHCLlsv/oEPv63uGtD94hVyjQPm0OcyZNZ+Hya5nBeRzZvZP9/b3s3n+Y/lQReVbvT2KrWWk0TsO4spREoA0VJ0dqPDLjkk8iDAbTQOZbryxJUK9yeMsG9u7YhtSajsBj+jnnMfOSK1m+/GwumDWV2tGj9I+U2bdzF7t3bKMeRdRdn8gNToC3N6/j34NDpbVm79697N27lxdeeJF8Pk/n/Pl0dnWy7s47myoQ3Q0Y/Jkkxn4W4bouW7ZuZe/efbZNOG0aXV2dLF++jFtuufmUdiFBEFCvn766qdVqfOlLX+SP//iPKBQKHDp0mB888gh/8idfBc6sPPH3VaaAfyKJ6o47budP/+dXqVar3Hf/A6fM+qeKlpYSd669E8/zuPuee8d93uRJk1i/fh1DQ0P83d33cMH55zNh4oQznrdixVVcdumlPPnkU2zcND7o+ZIli7nt1lt55513efmVV07ZzzbGoGoVAgkjrseyZUtZseIqXn/jDfb86GW0cBCha8mNjrQuuCprki3DksMNN99IfuJknn/sB/QeOGRbfY6doXhpiq9S2mojDdSYQhjBSK6I9gOuuORCps+YwWtPP8m+kQq4PgKa7q8WaOGQSI9Apc2Wo2O0BSZIB1dpREPtPJfUrWyRNnYRVBl1N7S+SmlM1hiEk2lqxmVw2wbijTG7jKal1IJZfCHnXX0Fn7vzZg4fPkz3zp10d+/k4P5enCzDGMGIzlE3OQukkA4uGQ6KyFjDSG0EjtDkZYQjLFl4tCaRAuIGFN7VKa2ex0UXreLAsTJvbNlJf+DjOymRkydTHkJqqo5H5Hpox0VojYOVCRIoClmVTDq4aYLbGPw4xqq0K6z3VeQF6LRGPovwGo02T9lWVdkpMiJbcdI+CjqhkERIraj6IbFfIi8SWpMKQZo0YfsgiPzjHKuxkTo+hazWAFPY467KUA05pUJcI8hSCrFVdleOy5SZs7h21Ure/WAD27ZsRzkWaZeNthWNIVAJ2oUEl8wIXDJqlYSj3Tvp3bGJbckQ86fkmT57Hp1LLuKSi1voGxxg+3CNHf0HObp/P0YrPAEpBl+lODqjJkMqpoA2Lq7IqDkBpILMdcm7CQILvrEQ/AaIRkiOZprD73/AS1t3EhrFopYCCya2MWHOXC656AIuve4aytUaR3bvZtORY2zddzJa7mdJ9q3VamzctKm5NkyePJmurk4WLlzA9auvO8Hnateunk9HmcI/rkxhjOHgwYMcPHiQV1997bhdSFcnq1dfR0dHRxNEMTw8YkcPp9h4b968hXXr7wLg13/tV/nKV77MQw99nziOaWtr46tf/WOuWbWKer3O/fc/wJ989X82zz3T8fHEnWvXUo+if7xE5TgOf/Tf/5AvfemLbNq0mSefemrcLbtRUu227dt55plnx32zLV++jJtvuok33nyT1177EcYYkjTB+xiodhiGrF2zhvaOdu67736OjmMIKITg2muu4bzzzuWRHz7alOg/XSSVMnljWH3pRczt6uLRRx5h/8HDtAoHaazathECaUcpzZg9cybXXXk5UZry8He/g+o7igdU/ZxFiyUR+SxiOGwldV2rjaciMuGQKxa58dbbkIPHeOaHP6A/NbhC4qcRnrbJpZwrEnkBRgjKYYG22jC5JCbxXGpOSOL6TfNELQTK8wmyhHy9QuZIXG3bUHU/T+Y4FlFoNFJnuCahVFcUs3qD8OlhhodJ33mFR3ZtxJkwoTkP+PydazCDffR2d7N1y24O7DlEpo5R93PU3JABvw1PpJRkhDIS2YAsSyuGdDxJYdtOdc/HGMX0UomVi5ez7cAB3tq5j2qQw3VspemTcCxos1wgN2JCPILUKUZ6GBSOhlJWY9gLSCkghVWXSB2ruBCq2Nq9+zmkVhSSOoWsTk6nSGGvlzQGx9WoTDLktaCpE7sBmXGpBjlCqUgdj7IsEGQxTsMlOXaDE4jRJ9xLroujffzMyk25xrZ6K0EeVyvCLCF2faQO8bKUJXNmcsFZS3j9lZfo2XsAIyQ1L8QfFfVFII0m9jykr2lRIwybEhoPgcKTGY5K8XWN3oGIPQMDZB++jx+EzJ4ygQlTlrBqxW14vk/v7j0cHOnhwM49ZAPHiHGIjE+KQ07ECGhUwIIRivjGqpfkYqsYP4qaTxyP2Asa+pB1gixjd1zn8MGDOB9sIPRcZi1cyIwFS5i5cCFn3XAzcZpx7NgxdvX0sGHDBvr6+vG8n70qxWgcPXqUo0eP8vrrb5zgc7Xq6qutMsWBA83ENdZT6u8TH4f6+6hdyNSpU7nssktZetZZFItFdmzfyquvvcbLL73MM88825wpjcYll1zMypUrTzBY/DRVKaSUaK35lV/553RM6PjHUaaYMWMG3/n2N5k7dy7PPPvsuMmxQghWXHUVl156CU89/XRTw+pM4TgON1x/PUuWLOYHj/zwBPv28847l8WLF/Ptb3/npPOmTp3KXevXcfjwER597LFxQc8LhQJ3rl1DPp/nwYe+f0aWuZcl/NqaW6jv6UH5Aa++9iMGU0XdDykkdYQxVIM8vkoJkwglBBJYcPFlXHLh+ew62s/DL74CSYynUsIktmKvxtASVcmkpBIW0NIubFJrZkxo54bPfo59e/bwwnPPIePIzg9UhjR2caw21A7GtkxclVGMqtb51nGRGDxtB/c13xJ8g7jOtJFjOFmGli6R51ELC2TCwTWKcljAUxkd5UHCWsSQ29LkAYUqJqcjysU8fS0TG70fQymuMbu9hZmTpxKKPK2TJlKtlOkdqXDg8DF6R2r0+620OyMUVESQJg0fK0Hk+k0LEI1NVBmCziWLuXbpZbz1xhO8s/MA/WYijqfRCIIsoeYEHA0nkBgXx01oUXW8NKMchGgcfJ3gSElfWEJJl7ZohLa4gmtUAwnoUHU9YukwpTZISIIUEJiMnErIpzEempqXY0i3kegAH02gYow0DIettDh1WpzxDeiF0fiZRTJiNI42Nrk1PMMSx8NrKJ1nrv33lXNnsmDGVN5++x32lGtIY72b+wptJJ4FiaAhc10ix0NJiTJQVQFVcqQ4IDTtyRDtaoSa56OE01AfkQ1Olc9wWKBt8mTmzJ3NvNY5LJg7m+pwPwffe5udR45wuK8fR8VIY8iphLobMOC10+aUaVFVpoz027mi6+MYi7SseQFi1LusQYx2tLJyWQ2axUChhWpYZNK06Sw/+2zmzpnDxIkTmiKswyMjtLW28hd/+Vc/lY/TTxunUqbo6elptgnHaz0/NqSU/N5Xvsz/+OM/GbdzLsD6desYHh7i93//D7h61dWsunold99zL48++ljzMRMnTuQHD3+fL3zxS7z22ivceOPN9PX1fWqqFKPvR2vNhx+8x9e+9vV/+Irqlltu5s//7E8pFAq89PLL405S+XyetWvuoLW1ddyVDVjww/p16zDGgh8+qhJ8KmUKgHPPPZcbrl/Na6/9iNffOJkvcKqYMWM669eto7e3l++MA0EotGbBxHaCQomjQY4fP/88sTbkVYqnM8pBAS0dApVAgyMVGMMlV1/N3OXn8MaHm3jlgw12oW98WRPHx1UpXpYSu76F58rjH/OSZWex6pKLeGXDRt547wPwQnADi5DCNNXLT9VWyhyXSlggGEO4rXmhlfVpkHrDLLHqCL5VFfC0phDVSFyfum85MJl1laCgI2LH4uAcnRGIDO1LPK2blveuVhTqFYaqw0Q9O4kzHzefZ8K0aUyaO4/Ft95CWquzqQzqyFYGd2ygjgWISKMpJnXAUPdzSCADLr/kSi46/3K+/cxD9O/aixBWric10qqcG03sumRG4oiMgJSy6+PjEGQpghhPazIMk7Sd88SuQzmwlYgxhkz6JAIKaUxe1VGuXcBpIDqVtO8zpxKMM0zd5PFSQyGtEPsh0pQJxTjRj8bYyiK1mnnCaFrqtiU5ki9ihIPT8OnSUqKFz9XXr2YuGa8+9yy1oUHcICTyQlJpOWA16ZC6BUYxG7rxtxEQuDHSpGQ4GAyOl4HSWNgOGGxCk1qT+g4aOHb0KP1Hj/Ie75D3XGbNns4St42L5iwkvzCgXK9wbPgQe48co7+WIIwmTCImVgeQmUV0CnTDHiSlENep5PJW7b1xryrpUPNzSC9ogETyzbno4eeeAxr2JQsXctbSs1i4YAGu6/If/8O/p7+/nz179rJh40b27z9ZweZnGR9VphidJZ199nJuveVmBgcHT+BujSeJ+g1vvU+acH3fmiaOvp4/+7M/P+G4EIL//Td/zR/8wR/S29vb/PmnqUoBNMck+Xyee++7/x8uUTmOw3/9va/wS7/0i2zZupWWUmncF3XWrJncufZOenv38eBD3x/3eV1dXay543Y2bdrMc8+fGvyQJin+mETlui433ngDCxcs4Lvf+964TRgvOP98rrvuWl56+WXefvudcZ1z6XnncmXXHCLH5f3dvVQcDx/LsVFCUg0tmz7WFuEnJ0/n5ttvo9jewUOPPUH33r0gBF6WWisLIVGOi3IcYi9ACnCVQmFvuEuvXMncaTP43pMv0z3YjzNaLAlxRqWK0cgaUj7SmCbhdjQ8ZXeyI2GRXNpQmEAQZok18POtXItynGYrsZjW0A3CceTZllXquM1Kzs1Swiwhcq0CQ+z5VFNQu3ex58BBBj/YwqSWdiYsWcaVyxczacUlHB4aZvfuPfTs2U3/kcOEaULsBijPY83q25gxczb3ff8+jh7tAy8kTGPa9BAVVcSRhn43T1kUEUaTcyIL2MCj7rlExqMtqRLqhFi6+GmdydEQNT+gLyhR8UKkAWkUjgFfJ7imYXPRUIQ3CLRwqLsOQkAxqzM5GcLNNJHj40nNpHiYTDcg9B8BTQij8VRm/ZxGtQCz41wrL2skLExDa9AK0KaOQ0mnXHnbZyjlQ5781jeo1mOkn6cS5O1cs/E5WsHXE593bMKy1i+WdJ1Il7rjkcsSao6LxpBTGXXHpeJ4WBwr9j4E4rhO/6aNvKtSUJKcW2LOzAnMnH8Oy6++jb5yzPDODZhDHzKyu4+6cXCzlEJSJ3ZsC1CiUVgisZelKH/UddkiIjPXPTXYJInZvWM7F194AQcPHuTxx59g8ZIldM6fzznnnM2ll15CpVLhyJEj7OjeyYYNGz5V2PmpZknz582js6uTm268kdbWVnp7e5vahIcOHz7lrHs0UX1SQrLreVRrp39//+Hf/yabN2/m6WeeOeHnZ1Kd+PuoUsDxRNXa2kqhUPiHSVRTp07lgfvv46yzlvD0M8/wwQcfsn7duubF/bi49NJLWLliBS+88CLv/uQn43o+IQQrV67g4osuOqO9fJodr6ja2lpZv259Q+NvfNBz13W5+aYb6ezs5Nvf+Q779vWe8RzP86wG4cQOHv/m17jqxptxfJ+ql6fsCCvFIwy6UdlkjsfsroXcccftlMtl7vnGtxgaHrbSMknteDWEXezrfogRkroXUtQ1WhzJ+StvIVPwzYef4VAmyLw2iqZKIMZ5Yxs7ALetJcgc7wTrBaCZvJTjUhUSzyhoSClV3RyxsNbyQkA1zDNQ6KCYVEilJJUerkrRjqAS5pu/U0AjadlqL0/EMCWUkigtiDOXI/0DHHr3NQ69OUJYamFOZyfz5s3l4osvJIoS9m7bws56wjnnXoIRgru/fQ+1SgW3gUrMpESiMCKj322jIkOEhIKs4aBIjEQSEeLgqZT2pELNDTBSgBFUZUg+qZGXHmUvRBplFUOylFJSpT0aQTmOFbh1PYywElJVP492JTp1yOmUWuCTNcAsqbGKConrEcsxDrpaW9HZzAINMOCoFCNkU7BWGoORllLgKkXaWMNlqZUbVl5FkkQ88tgjBJUyrhCUgzzp6Lkqs9d7TMt3NEGNneYoAG3VzRUw4NuWrlS2ohz0QmpugJInWpZYUE2CqzLKro/rQlkphnsOsn3nfvTLzzOnvcjZE0vMuegKJl5+Bcf6B9h/8CB9u3eyv1IDrfFVRiGz7UJb4We2ajYaR2uqfs5+f0bvTa3JpXVaXZfbr1tNdf8efvDCy1SQHOvr47XXXkNKydw5c1i2bCkzZ87k+tXXcf3q6xgcGqK3t5fNmzaxc1fPp2qImCQJ27ZvZ9t2i2Bub29vtgmvuupKlFLs2mUJxzt37mou+KPK6Z+UgOy57mlt6FeuXMGVV17BmrXrTjp2JtWJv48qxdj4P//nbzl69Oinn6hWr17NX/3l/0Ipxf0PfK0J00ySmMAPTnveWKPC8diwj0Y+n2ft2jW0lErcd9/9HDsDLDRJbKLq6uxkzZo72LhpE889Nz6Nv9HElmU2sY2nN9ze3sZd69cTRRH3fvPbuMf6SatVajpkRBXRBvJZnTgIAImH4vLLLmPFiqvYtm07j/zwh7YyNIZ8UsPPrNCpabTe8kmEFpLIt3p+hanzWb3qerZsO8Db775BXQqkb9UYqjqPK8s4Z+IsGUMhqZFLLKfHAGGa4Ho+1TEK7FrIBr/HYKQkwaLy6omhjzZqKo8rMgoywpfQX2ojrTuEaYRrNLEXUs4ViPxc86m1lMSOa5tMUlilBpMRO3bHXNIVVCDJPBelBLVKuYm+klIyc8oUFs3v5Obrb0EEIXt27+Wizk56t28mPXQAqTPKbkDZyxOKFEdmCL+ERuAAYZIwIbWznopXQKDxVZ264+Fr+4UbrRbCNKbq+DhofJMxMRqklEUkjks+jSmYOtpxyTyXxAtQjrRzFtEQk20kKQCNoI6PShwix8cX1hk3TGPCLCZ2g2Y1VYgzwiSywrxSkglJahzQDYdkY+hoa+XO66/lUDXiiedfQGiBHxbxtVVLF8YgtcLTqrHIn5yoRv9N470GiZ0FxgYcx6cc5Kl4eTTiuNNy45xm8W40vkqsfJaQGDShqNNKRFtSYcQpUTtymB37a3yw5X3CUpHOSROYNreTsxdej3J8juzYyv6BQbYPV6nUamRC2pZzo91dC3Mnqczn4xoTA49b19/FsYEBnn/qKYIsJQ2LTT1JrTU9u3fT03BKyOdyLF26lIULF9DV2cl5555LFEUcPXqUnt27+eCDDz91Q8TBwUHeefdd3nn3XXs/z5xJV1cnF198MWvXrOHo0aPs3LmLwaHBn2rO5nke1dOsW//3v/k3nHPOOezYvrX5s2KhwFNPPs6hQ4coFosnPP5nrUoB8Ltf/sqnC0+XUvK7v/Pb/It/8Sts376Dxx5//ASETZwkp62opk6dyrp1d9Lf1z9uo0KAmTNnsO7OO+nt3c+DDz40rg8uyzLy+Tx33rmWJ596ik2bTl99jY3O+fNZu3YNmzZt5tnnzkxOdpRiwazp3Lz6OjZv3sgLr79JhiAIcpTLMTpS5LMaHhmx61N2CnjC4a41q1i8aCEvv/wKP379dYyx7SNPZXjqeJICu6hnxiHIEiIvYPnZy7n1llv47tNv8c4HH+KPEXj1yIiMpYQ6fPxr91VGmMTWbHDUzsFocmlM6vpNi4nEcUlcjzBLSRwHbSRZJolEgPYknkhJjceILtAqy+DCQLENt9GSVY0W4NhQ0iHxAktsllbk1lUZvlLk/AQVesSefV2x61NM6hgESkpMluLrjM7l5/Cjt9/mvU0fsHDaFBbkS1yx6nrqRw6x9+ARdg0foXuoTmYME9KqTSTCpb1WYUptGKE1mXDQcojY9YkdD9dkuA07d2UkOnGpeAXqSR4jYwqqRjGNSVwP5Too1yXMIkppTFXmqPp5jBQEHE92zb+NpGysQnlEyLBuwSOhVVZobcwAx5KA645PzsQEaUzdzzFCgRiXUloj04LJuQK3nHcOPd3dPLN5O6njQWi1BnNJRJglzaqs6ueoN1q0cCKneHRe5aqMUlwjEg4jboA2Bk9pSnGNas5rqmVYUMXxc0dbkZ7K8I220HPAM5qcqoErwQUtHCLt4auUar3Oxr29dPfsJpcltE+cxNQZM1h05dWsmD6Nvr4+9uzdy6FtW+kZGKZ8ClcAVysmF/Pcvv4u9hw4wAsvvIgREk9YEeD4I95fo1Gr15tJAmDa1KksX76cOXPmcPlll7FyxQqGh4c5ePAgW7dtZ8vmzaSfEooQbCLdt28f+/bt48UXXyKXyzW5W6vOXUWhkOfnf+5LdO/cxa6dO8c1x/c8j3Ll1J2jf/Ev/yVBEJ7ws/ffe5df/KVfZsOGjWzetOFTV6UYrcw+tUT1h3/w3/jSl77Ic8+/wE9O0bJLkoRcmDvp5+eddx7Xr77uE+nnAVx80UWsWnU1L770Eu+88+64zsnlclx//Wpc1+X//O3fjTvTX3XllVx++fjtPLwsZeXSRZy7ZDGvPf0ku7p3UnBcKmGRyA3oy09GFfssusrNETse7a1FVl1/C5OmF/jOd77Lrp4eIu1TNwEZLjkVkVMRxhEntlaErQSuv/Zazr/oQr734Pf5yY6jnPioxvfSnPzlPFU4qqGFNnaXLaQFOzR06EaPV4M8KokIdEasBRWZRwUS40gkhkAkRDok0R6eY8m4Y8msH41MOtT8gFwSoxyPquvhaE3iulT9PGoMTDv2AgTGWnskCcsWdnHRVSt45tUX+aC7B4Ng14G9dAsIjWJGextTZnRxybTzuaTYzs469PZ1k/aPMDIwyKT6ILHjUQ9slVDIUoppHVcr6o5L7IYYDSYRaOOhHAdfaDLto5OGQy4GYWwbtxKWUA30XCZlA4pAUxTYVxnKcakbn0S5tJgKiR+QIyIyAWWdZ6IZwFEZjsqQ2pC5Lql0iT0fYUAkBozEuA5KCTonlVh6waX8eNsuDu7ZQhDkSENLBkcI6kHOXjdj+UmnEgIeGwaaM9HEcSzoRQhqjQ1KoFIieeKyYgXgDcWkRimrM606SGscMeLn0J5HTiX4WUo1V7SbLeyM0ugMR2kqYQGTxmTSpb8asWdbN3FPL2EYMnvObObOmcO111/PjR0d7K1ETaXxUfTclEkTWbPySrbu6jnB/FRLiTMGuHOmGDVDBNvyX7xoIUuWLGH69OksWbKE22+7lb6+fvbu3cuHGzZw4MCBM/7Ov0/U63U2bd7Mps2b2bpwGzfecD3dO3fS1dnJdddeQ71eb4rX7trVc8oNv+d5px1xHD166vXw8OEjDAwM/IOoUozGp5aoHv7BI2itOXIay4skTmhtbW3+3/M8br75JubPm8d3vvtd9u7dN67nsZ5TtzBr1ky+8c1vjfvmmDZtGuvX3UlfXx9CiHExx4MgsFb2kyZy//0PnPa9nXCO77N25eVMLBb5/nMvcqy/DzyfME3IJXXKYZFI+ujWCZRzJQDmzJ3D9atXs7+vwv33PUBUGSDSPsPaltouikR4DFEip+oE7vGeb8F1uO72OyjNX8Df/d3d9A8M4BNSNXlcjuvhpcZBCo2LbSO6WuFoO+5OHafZ39dGkBnnNF/kk7/gynGo5grUtaKuQ4ZNkdA5XtkqI4m0S0QbGRUCkRCI5PTWWA2PJiVd3MYsLhtVXv/oSUIQ+TmEdFhx3nI6583j8Sef5tDhw7Q4DnXXSjvFno+Xphw+fIQ9fQOgDUE+T7D0bKb7kzlr5bVUjxxgoOd9erMEffAYKRmZK3CNxAjwtcJPKsTap0aBShBQdz2kUHgotPDxE0VJ1S0gpAEscbSmnC+QaAXScryU41Lzc7TEddwkIdYBBSLqfkjs+AgBAQkxARkOk6IBYsfHCAdfpRgg8kOGc0WGVQGNQ0HDos5lXHj1Nbz8yqts2z9Eq1+imNVIVNDcXMCowO/JCSo1DpmxYAiEwiFtqN/rj3zu9n/GGNAnziYEdrbVmtRoT2o4DWPGsuuTVwlVKRBaEWYxg04rRkgyR1ILQtprZVAZuTTCSIfhMA8IWuplMIYoitixfQc7tm0nl8aEs+cxe+lyzlqylJtuvJHBwUGOHDlK56wZvPfEo7zxwQYYk4hHVfXHk6Q+GlmWsWnzFjZttio6ba2tnH322cw/FShjRzcfbthwWquhn0UEvk+tXueNN97kjTfexHVdZs+eRVdXFyuuuoq71q/n4MGDTTRhb691FXZd7yQk9HjjH0KVYjQ+tUR16NChj13I4yQhaLT+Jk6YwPr166jWauOe9QBMmjiR9evXMTIywt/dfc+4b4TzzjuX61ev5tVXX+P9Dz7g3//m/3NG3a/Jkydz1/p19PcPcM89946rfJ04cSKfuf1WRnZs4TuPPU402ooUgtR1GwKxGk+kaGkXjosuupBLLr6Yzdt28vTzL1FiyEKhM0lAgnBsuwkHEs8lSFwck4A0TG5v46abb+aYcbj77nua5L9QJiTapW5CS6hsVFLFBligkNSscnqjzM4cl4qXY1iWqGMt25UWOJnGd2yykw19ttMRT7W0yc1oSaNDhjKSEV2krIsUZYWaDqmJHCVRoeh8THu3gUocDzIx8DzWX3MVJWH4/uNPMFSpkXiBne2YBCUkGE0sXAJjh8/SaOJqhd4PN9BjYHj7e8zuaGG29Dln7jmEZxXpO3KII8kRqjt7OKAEx/KtSDS1NEdd5lGuRdlJTIP+ZchlEbk0QhhDKY0oqJTMERjXBVmlHBZwpF3MEy9gSDq4SjGiitbHy5XNAbTAILVGaqi7Aa4xqEa15uuMisiTOD6RsF2KlWctYvn8uTz97PMNiLDfQALS2JB8/LWs6YCKzjch6Bngi4iCrFraQWNuZxF4AtdoJJrUsWaG2kA+jWnJrJZf0EBuloym5voYP0eSRPgmYygs4AC+zogbN4sWknKYJ/bs3M3KLxlUQ1kkaLRAwSJbY9fjQH+VTa9+QPbqRkJPsvKSc7nx2iuIoogLVq5i2tQp7D1ylD379jN8zK5NsXdqhY9PGkPDw7z62mu8+lFQxqxZXH/9aq6/fjWDg4P07t/Ppo2b2NXzswVlfNSGPssyenp209Ozm2d5jmKxSGfnfBZ0dfG5z36WXC5HrVYjlwsJw/C0v/ff/bt/y2/95/90ws+uv34127ZtI00zarUaaZoihMDzvSb/CTjj8U8Sn1qiOhNMMklifN9n6dKzuOXmm3nn3Xd5+eVTywydKqzM/U289fbbvPrqx3tOjYbrutx04410dXXyne9+j7179yJHLdN9/7SvednSpdxyy8288cabvPraa+N6fYsXL+L2227jnR//iI3PPH3aPjhAzknJ+Q5XXXcLC+fP5vlX3+Qn728gL+oUdR0/jhGpxhWKzHWo+AVSxyPxfAakj68Tzpo/i+tuuYV3tuzgpTfe/MhsQeCiyRoqFyERgZPii4wgTch9ZP7kZSlOpKgGORypQULVKxCmsZ1XyQQtoNbg3XiZ5W05RpM6Lonr21aWSPFFQmwCPFJqyi5+eVGlRVSRQpPhUtF5ApngWXVWhLHtpE+6gLS1tvL5G1cTbXiX5954E5FltAhJ1QubgIzEcZrmfjXXa4iiakb8kFBnjPg5qkKw7/BRktoQWc82TPskps6cyiynjakXXcmewgw2EXPo6D7S7mOItI6vU2JpuWxSW4t5C7fPmBwNEwuXYT+HkBB5PrksJlEembRmjwqaXLhUudR1SG4MjyrFJdQxjsgYybXgqxRXZ2ghqTXACwJDKDIuXHEDiyaGPP3I9zlSi9FGIIVu2IxwksjtRyMzDlWTQ2DV7KVWGKWp46Fdl9TRpK5t2cXCwcWiEUfcACMNxmhmVIeYUh3CN8qCfLKYg4X2RssYUiGt2oWS1PwcoVGoBijCM9YhoJwrIYBSXMNvLG4GiF2fqhcSKPt9rQYhQ06JIdMKGByhmDKzixmLL+KbDz1Gz7YNTGxrY9H0ycyfNo1LLzifKFPsHhii+8Bhenp6iMZB5h9vfDwoo4vzzj2Xej3i2LGj9PT08MGHG/7eoAw/OC6fdKqoVCp8+OEGPvxwA0IIli1dyvkXnE/n/Pn89z/8Q371V3+Vl196mZdeepmnnn66ed6UKZP5yld+j7/667856Xf+zm//FxYuXMDKq6/BGM3f/PVf81v/+T/xX3//v43r+CeJT02ZoqOjg5/7udMbAp61ZAk33ngDUkoe+eGj7Ny5c1y/13Ecrl+9mrPOWsIjP3yUXbt2jeu8UXv5LMv4/sMPn9CX/S+/9Z/567/53ycxwqWUXHfdtZy9fDmPPPJDdo7juawB49VccMH5PPrY42zfto3WWhlHZySjYAZj5yiRF1DJFVmz5g6mzZjDcF3z8BPPcrC3l0AkFFWVtrhCikMfbRgDJV0jkw5DYQup8MhwWbvqbK667CIeefTRk4R5I+0zootkxuKvhIBAxLTKCo7QtNTLOEqdUK1oLYhTjxG/gCcMnkowCBI8tIQ2p4J2HDLpkEuiJqnWjMrtuD7lsNAg9zrUdEhsfAazEiVVY4ruxzfWQ6vu5RhyWmgTw7SrEfJxHU9lVlEjV7Q73nHEzBkz+MwtN7L3+afZ+qOXKXt5Us9rVCGash+iHIfhoICbWgABDShzhkPFDyn7AWXHCpg6KqOjXqEQVXFoiKpqw0Cxg2z5uUxun8kiv4STJPTsOUg92s/w0QEOIhlw25kYD1CQNXIqZmptkMgPEAJyKqUc5HGwcke1XKFp/O7SQBAalxFVIjUOntAoY8uuiXqAKUk/seOfkMRdlaGFoN7Szu1r76IqWnjsoR+QHzxAKhxiGZCnRisWhjycK6Gc4zp+H90Q1HXAsC4SipgwjSkmFYRSJHikLhAa6o7VNwzThgmnlAx6eWpegFGKzqGjRK5L7ARIY5hStXYzBwvtlFRK5PqEOkMIQ+IGOMIwEhZxARebqCQwoVa2M77G/Sm1tZsfyRWpO7YVCoKKyaOxm6NlZy1l1aqrefiRJzm2ewcT9QDGESSOb8E4rsPMudZnqqurk4kTJ7J///5GW2wXhw4ePJUw/c8sRkEZc+fOYcIEq5TRBGVs3caWLVs+MShj5coVTOiYwMM/+MG4z8nn8/zn//QfufGmm2lvb2fVqlXMmD6dX/i/frH5mPvvu5dHfvhDHvmIu4QQgp5d3Xzms59rYgKWLj2Lxx97lM6uhRhjPvb4J62qPrWK6uMQd21trVx99UqCIOBv/vf/b9yeU62tLay7cx1CwN333Dvu80aJvxs2buT551846SIlSXKSOkWxWGTdnWvx/YB77r2XwcGhMz5PLpfjzrVraGlp4d777qe/vx+EoBbkKEZVwiRuqlunjkvdz9HV2cmihQvxPI9auZfls1oJoyP0D1QIkgQMaM8hVAkV8tRkSEFHOEqR5Nq46+arOWf+BO657/6TwCDaCCq6gDbQgv3CZ0ZSFQU8MkpO7Xj1MvY8IUFDe1zGI2MUk6aNYMBvoRbkcKXGUYp8GqGEPN4CNIYwi0lTl1qQxzMpHcSkwiGfVSkldRxHoaTEVyl+llIPQ/KmzqT6AF6Dh+NqTSmqcqxlItUxvKpTxbKlS7nt6qt46/vf48D77yCB1qhCzVgEm9AZhbROn9/WAKwUqaqsaXqYOg4ZgqQBOVGAcVyO5VoYcUMKWUKKoO7l6AuKmN376du2nSNxFTlhIrNbiswWJdrnTqQWRfS4AYdrPpVjR8h0SF6mICEgRYGVwdKqqZOowKq5NwRnXZnR6owQ64AUD18khCIir+tIrcipqInMC7KEXFzDtLbz2c+sI5GSH3zv6ySpRvs5immNFl2xRHLpWBK5EOSSiCCNERiLZPSCj3hbCbwsYXKlj0AlZEJSI8PXAikU9VzRVlUNOgTSpS2LyKuUIIsJdEbFyVt9RSEY9PPMqg8SpjF1L6AtqeIZZWH6WE5Z1khGCjsxG1VASbzgOGxfSrQWqFjQH3aQGQvqqeuANmeYC84/n0svvZRHHn6Y8q4dFNMMx7WOyTlii2p0cs2K59nnnjvBRffyyy9rcJV62LVrF7t27Tqtiv9PGyeBMhYvYsniMaCM22+jr6+fPXv3sGHDxnHN3T/a+htP5HK2TXz40GHeffcnPPfc8yc9ZsKEDv7ov/8hf/1Xf0m1WuXJp57my1/+ChMnTCCfz/PBBx82H7t58xar/LFoEUkcf+zxrVu3nvRcHxf/4IlqwYIF3HH7bfTs3o3v++NONp3z57NmzR1s2bqVZ599blwWG0IIVqy4iksuvpgnnnySzZtPbR/yURmlWbNmsu7Odezes5snnnhyXMKVx3UBD3PPvfed8P5T12MkV7KM/wYBNnU8Lr/qKq666ko2b97CK6+8QmdXJwsXLOS6665heHiY3W/+iL07d7Hv6DFCk6C1JCIgNppCSwefv2sNgRrmb//u7lPOzFJclBZMSgYItZ1BZdLBdRQ1L09B1kkcj0JSP0E2ydMZwmgcZaiHxy0SjIJSWkX7Emkgl8b4WUY1GIPeFAIlHPzUzoNyWcMMUhtIDEfcCSSOiyMMSrrIVNMaDzFJ9+OpjMTx7GsxhmJSp6M6RM0LcI3dSTtakUmXxLPK7StXruDS88/jqQfu43DPTnJeQCod62EU15r26DUvpO6FTU5P5rg2ITFGbaFRFXoN1QPlOIy4RYaQ1qEWg2pUjfmsTiwlYd9Rhg/0cMQNEY7HlNYCxXwnl85ZRP6sczl28CAj/bsYGTiCH/eTuC5KCEIM9cbC7GcphTQiUKoxr/KpeyG+Y+9xRysKUbXhSmz17HKJnekFKiVobeeaW2/i6PYtPPnmO2g3oOAIyIEOHGIVEomQrGGWWapXyDeU7AFKcRU/s1WKlg6uUEg0xXqFlqRKuWF6qI1LSVWQcUbd8cjHNYpxjbofMCIcyk4BqTUTojLC0LiOAoEg9gOqidUzrLsuI45NmKkXkno+ynFPuRiJU0AdYhNQJY/BEIqYzLgMUWLB2Vdy0cVLeOj732dk/x6KWUzFK+A7Ci0sOTk/ShkYM1sd66IrhWDGjBl0dXVx8cUXcccdt1ufqQaSsLe392c6W8qyjE2bNjdpMW1tbZxz9nLmz5/Pueecw2WXXkqlUuHwkSPs2L6DDRs3UKudPM/9qRJVGKK1/lgwxT/757+C47j09/czf/58/udX/4S/+eu/4s/+/H9RrVZPGpcMDQ0xadIkarXaxx7/J5uohBBcs+pqLrjgAh5/4gmOHj3GL/3i/3XG3zMqRHvJJRfz1FNPj9tiI5fLsXbNHbS1tZ2R+Ds2UV100YVcs2rVJ1LCOHv5cm666caPhdQrx2m2W1zX5c477qCrq5PnX3iBN998C4CBd97lnXfexfc85s2fx5Kpk7lu5ZX4Eyazd89eenb3sKtnL1Na27nu83eyeed2Hn3xxdPP54yhmFTIZRGJa4VZ/SyhIxnGMRqkBgFOltGe2KQlGgoUceox5LWSGis+q7AagFPTYby6QksHL00oxHUyIA5CGLOkeFrhxDU0glRaDb0J2Qix8DkmO0iEA8IQyISJaoB8Ukc12omArUTdwA7k4yquypq781yaoI3i6vWfYWZnF9+8917i/XtQrk/YkA+qBnm0cKwDsO8znCuB4zRbOqMcntF6seFxixnzfw/QRtlr1EC6+UKgsQREx2QUsjqpdNDC4Ok6fYcSjvo7CfdvgamzmD2pnbkT59I2eT4lL+JYOsLB4cP0DlhOlp+ltERVJNZ12TWaYmK9vGphAYB8XCfM7MzLKo8EtNZGcLTCm9vFDXeuY+u27bzx2o8JVIqfd5qoPiWdEyolP0vIZTGR5zc3IKlxbYXlxNRDiw4tUMVPUyoipC5DKzIrU4RQBEnMBD1EoBIi18MoQxAbap5k0CtRMBltyr4+KRvX1GiMKxkotlIJiqTCRQiJj8IX+gTMYfPf0rFt2DFOxsYYUuWS+i6+sBtIX2Rcd/Ey/I45fP3bD1MdOUZbllAXOXyRNQntSlplEbchZHuq0MbQu38/vfv389LLLx/3mers5K716/A877gZ4c6dDI1zoz3eGBoa4pVXX+OVVy0oY97cuU2ljBtuuJ4bbrjegjJ697Nx0yZ6GqAM3/epnkZh4nSRy4WkaUryMXiCI0eOA+K2bt3Kv/t/fpNXX3mJ//UXf3HKxwshUFl22jVp9PgnjU9VmSJpkHqLxSJ33rmWXBhyzz330j8wQEtLiSD4+PnDCcnm/gfGzXOaNm0a69ev49DBQ9x9z71n3GmkaUouDFmz5g7mzpnDN7/1LfbvP3O5LaVk9errWL5sGQ8+9P0TVNlPF+3t7dy1fh35fJ5vfetb7B6jJSi0JUEmacr27TvYuWUrLVGFqe1tzFywkHMXL+K6iy5EtLWx/ehBNm3adPINYYyVsjEGX8dkqUvZK+AJa2aYSyOcxNCajuDEqiGXIxDa0BENoZEM51sIdMKUuI9jsoOyV0JIQ8HUaFfDxCKgnAtJpYufJbTEVYYdx9p+GIOjLTwgTG1yGUWBaSFp18NoKYikbefkqeNgnWc/emvLBsU0l0QkrvWEAjucXnv1Cowj+bu77yEbGqCEIHVcItcjl8VkQpLhoCWUgwK1BnFxVClhtL3knOL5smbCNXgY6sai0CSGrCGPVHdcJjTMIZGAUQQqpSZ8Mmlh6EeHhzlQqfKu1nhOyDlzW1g+eR7XXHUTYWsLe3bv5sDOtzncvZ2h1C7WCmkrNZUSq8w69WbJCcRuKz7s0TllCpetX8+bb7/LBx9+CFLiKXMCt+2j4WiNMDSTlKNHATURnsrocxyLzhM1ik4doTUuKTmhcEUKUpJTMbFr4f5aSsoUiR2PtrQCriHxHfpEGx1xGelECCzpdigsMui3U6VIphvq+0LTKmrkZIw0Gl8pHCxq1HLoQkpxHVcp2zbXhkG3ldSzuoRSCFavvo5JU6bzt997HlWP8EVIzkTkqeHJE6sfM07u4GiM9ZkSwJSpU+nq7GTZsqXcdJOFwI9WW3v37PmZEn611uzq6WFXY13J53IsX76MBQsWsGBBF+eddy71ep1jx46Ry+U+Mcw8aNjQfxJ9wJ6eHqSUHD16lEKhgOd5zfOFELS2tnL02DHSNPnY4580PvVEtXDhAtauWcOunh6+/dTTzRcdNxAqpytZZ8yYzrp16ziw/8C4ks1onH/+eay+7jpeefXVZqVyptBac/31q5tmiuMRoSwUCqxfdye+H3D3PfcwNHTmndWCBV3cduut9nn+7m5GymXrVqscvCQjzGI8kSFcQc0PyRyXkbBAMlKh7733mNjRQX7yVN7f2s3UadP45V/6Rer1Ot3bt9OzZTP7d+3Cq5dxtYUNuypDZ7DXmYHRkiBOiJwAz0/oMBG5OKbi5RnJt5C5Lp5RaCFIPJ/M9SiJMpOzAXwvRQmXXFbH0Yaqn7NSSkJQyRVpq45QiipUA1sBRK5LSxQRpGnDz0ri6hRXpfhZQjXMIaVtafk6o+znEEYxoVpuCtJKrfBUStqQ9xm1Ep/QMYE7br+NQ737eOk736YWFJCjO2+jqQV5IhlgYssNO5rrYMQvEooEn9TyfbA3/qgl+uhSZllkGuthJRoJTSDRtgJFIBFkQhJ5AbU0pj0uE6aKxLVQiLrvW+i4I0kcWzVE0iXSgm37etnb24N8/xWmTJvGolmdnDNrITdedAX9lSp79+xh36E9HD50GJHZVq21nTfoj8wRFyxexMXz5vLC88/TvXvMZucMKIBRdQmwSaoY1ZBGN+dlpXoFGeSoewF4ktDE5LQFvhhjKzKDvT8FAj9JUMLDkxpXKQpZzHBQZCCfp5wUmayOIKWh7OUYCFqoiBLCQJ6oocLhUjMFSqpOe1LGH62cpUMU5Kj5ObR08bIEaTSJ71OROWJ8io7ippuscOuD338YUY/pcKo4aIIgoTWqkuBhGjWap1JLtj5NNXWmMMDhw4c5fPgwP/rxjwl8n7nz5tLV1cUtN99EqVRi7969TQHZM8m3fdKo1eu89fY7vNUQvZ42bRpnL19GZ2cnkyZNYsXEiZxz9tkNUMZWtmzZ+rGJM2wkqvE6nAMsXLiASrXK4cNHGBwc5JxzzuHdhnLHsmVLAdi3bx9xHH/s8U8an1qiEkKwcsUKrrvuWp559jk++OCDE46PJp4gCE5KQhddeCHXXLPqEymRnygO+91xX4wFXV1MnjyZPXv28J3vfm9c/ecZM2Zw1/p17Nmzh8fHOcNacdWVXHHFFWzevJlHH30MpTXaCMoqT1BLkVnGiFNCGE17MkyLqjCcK6IcF3/CRNZ/Zj21WsTfPvgwtVoNYTQBhnnTp9E1eSKrly0m6JrNsV072DtSZefACJXyCBPiYWZmR0mNgyM10jEUVQ3XGBInwDPamuQphWpYzLsqI/LtTKclqtAal4m9EEdn1N0ANWa3nrg+w/kSjsqo+CHK8TAY2mtlKx3UaHcmMsBtILY8rZFJjBaSip8jCmxSDrKMYlxHC4kWkEnXGv4Z+5nMnT2Hm2++iZ+8/z4/ef3HdlEWoKRLzQvIpxZkUkt9QFIOXUbyRSJyJMqnzRnBFWpMe88mJw2YBgLQCIGS1rNq9HGjVVezCjOKTFiXZBzJ1OownlFUXZ9ARqTK47DbYf2ajCQzLiVZo0GdxQBHDx3i2KFDbKlXaHUl07oWMn/6HG4791YwmoM7trO9UmXXnn2oqIqnrSkjwKWXXso5M6by6mOPsquWQuMaOw3rFSUtBF8YTSJcaiKHFg4SjXDsjNTPEqtuYTRKOAgJtSCHAdqrw+S8AKmU3UgJp4l6TB2Xcr4VI1xixwEN+ThFkJDTKUOywLCfJ5E+B92i1ZaUGY6QJCrEGIecsPNUe20zVOaSi2J8qUhc3wIpVEYpqmJyVjE/HiP/FeqUzGnhmhuuxw9dvv3gI5RjTUHG5EVklSY8QaQtsX5UvFdJSS3IfQQ0YtuSUtuNSBMNOY6Ik4Tt23ewfbs1I5zQNPvs5JprVlGr1ZrKELt7dv9MIfBguappmrJ8+XJ+/OPXOXL0CIsXLW6CMm67LW3Yl+zhww0bT9JLDfzgY/mghUKeX/vVX+X733+Y3v37WbCgiz//sz/l3gaP9L777ufLv/vb/PNf+ZdorfjKl7/Mgw8+1PTtO9PxTxKfaqJqbW3l/ge+xpGPuEVCo9ecpifo/Xmex6233sLsWbP55re+PW5fmPb2NtavW0+SJuMmDI8FWhw5cpQd3TvHlaRG7TxefPGlpgbYx4XruqxdcwednZ0899zzvPX2281jkQnIMpdJaoDYD/CEIjUO/aaDaeoYQZYwtWsB69evY+PGjTzzrNUUdFRGKa4SZCm1jYfYkab8JMjRUSowY9Ys5s2ezSVXzGJI+vR++D7Hdmzj2NCQ3RU3fNkTx8drSCPRSARjm2+mMecRxpA4HvUgxAhBPq4jtT5Jaqca5pszlSCNraOw1vgqJWtURQJDJcjTl29FCoESojkrSD2fQ60TG8rgKcpxGl5XHqWoxgWLFnLpdat5/vnn2b59O6GyPK/RFtYoCi4X1/EyheukSLQVOg2havLE2sdx6ghocpcMFhTiJZFd6LFyQANBwQrFQlN+ysGgEXiWyoyWksHQuiCHWUKgLEy7LB0i6WIa6h9FWaYg65YIjE18tiVqOVVhVGX3pg30bviAd1XK1JYiExeexYWXX80dd32GQzu20fv+u/TuP8CSZcuYOWUyP3zyKY7VEjytEDpttPMEddcjTCJ8rciMQ6bz4Aqqfg4lJXURIgNDazxCS1yztYYrqPohSghKSZ1CUkMLSSpdm9AFxI5P5lk5q0xIWqIK2khqfkCdED9zqPshh/MdZI4HxrNCulLjCNmoaayrsfWWOn4dcirGN/oEUd7U9cilEV6WnkT0bs9LvnTnzRweTnnwB4+TZSkt1OhQw+SjUSSjR90LLfRd281J6rgnzaaCNCZMIrzGZx+7HvVTJLPxRH9/P/39/bz19tu4jsPsMa6+d61ffxwCv3Mnhw4d+ntD4CdNmsQv/PzP8e5PfsLLL78C0JR062hv5+yzlzNv3jzOPfdcLrvsMgvKOHyY7u5uNmzcSBB+fKJK04yuri4effQR2traOHjwEN/45jf5y7/8KwC++j//lJbWVl55+UV83+fJJ5/id373d5vnn+n4J4lPLVFprXnggQeYNXv2aR8Tx3EzUY2qU1QqFf7u7rvHrTKxoKuLO+64nQ0bNvL8CydDz08VTXv5dgu0uPKqK/G8j78UjuNw80030dU1fjuP9vZ2PnPXesIw5Bvf/BZ79+494XhdB/jGWno0EXdCUSMgEh4Xnb2MK+78DE8+9RQfvv8+fmZtv0tR1ba5/By+SKi7Hvk0IjlWY2Olysat2yk6grZFZzFn3nyumD0TXRnh2J4e9tUidg1VSdKUoJqgHeuNZByJSCKE0c3WiGM0ieczElooMsaqI+SSGO3Ipo2EFpLIGyNk2oCrJ67EyxK8BhAhcX0qQYHMO7UYsXI9ht1WO3jHEn6lEFx52+0smtjO49/+JkeOHiXEqhNEH+FYhVlCJlz6cu2ETorUilJiDQTrfkjWuN1H218C63dVjKpkQpC4LsIYimmMMIZjuRJug6A6mlhAocbMsABixyETAZmEXJbSrquEIrbeUgKk0PjN848/v8RWpBVfMbU8SD6NyKTDoeEy+997l9c3bcZMmELnggUsXriE869aicgSdvUeIN+5kHjffmqVMm6D+JpJlzCp42tF3fEYMS1kOHSkQ7gyo+rnqeuAAdmKyduk4amMuh+ipEMuruOnCZHjk3g+ieORui5+llLOFZszKWMMZaMpJBG+zvCEod9roz9oJXEcMu0g0JScOt6YjmUgFLEQTeqWhIbIMkihGi3XMddJyGY1PRrFYpGf+9IXGRgY4PWnHqbFgJCa1qTccA5w0KJBEm687tPN67zGZ2/GfPa51M7KRnKlv5diRaYUPT099PT08CwWAj9abY2FwO/cZXX4Pqnn1eTJk/mFn/853n77HV559dWTjg8MDvLyK6/y8iuvIqVk/rx5LF16VgOUcQM33XQTSikqlQrTpk3j0KFDJ/2OJEn4X3/xF+TzeS699BJmzpxBpVJBa01bWxtf/eofc82qVdTrde6++x7+5Kv/s3numY5/0vhUZ1TxGeZKcZIQBD5LzzqLW265mXfeeZeXXxmfOsVYz6knnniSzVtODT3/aEydMoX1d63n6JEj3HPvfcRx3DBPPL03VktLC3etX4/WirvvuXdcPlULFyzg1ltvYXBwkK9/45unPUc3bDPGEi8dKVl5+RUsOnsJD3zt6xzs7aUU1wjTGFdltEQVIs8nzezHpx2HVAjyqoabZaSuR5Ik7OzuZt+WLRTTiJbJU5jb3sLyObO5/PLZHIlTDm3ZyIFDh6jEGWDIhERLB0cpHK3R0jr4js6HRjlhWgjLC1P2uep+4YS+f9JQpwjShLqXo46dF0kgCk4WIv5ojFZJQRCwft06WlpK3P/Nb1IdqSGDAlpIEve4uSJgFblVyrBfwBgr26SlpQHks4hjrsAXCTkV4WQJGqh7AW5q79HY9SxUXUDqSavFqDIi12v4MI2tN20itVRTC4Jpicq0pLFNrsbQJqAc5KkGueaXbHQRlrox8xISIa33U+x4TcsUJa1dSiGNqA0co3drwiXnLGd/nPHj199k7tx5XHr1Ku6YMoUDBw7Q3b2T7u5u+g7sx9eK2HVRuKTaxZUZ2khKSYXY9QmkJDY+qXQphwVK0fEF0lep5dp5PpmwFYWtLFI7kxxVzheCepC31vDazjVjKcFkSAN5GZOTMb5IT6gaHJESipjEhLjGXtUMl8Ap42cZifEQDZkn0ZC2SsdUNm1tbfz8z32Jffv28eijj6GNwRV29mTVVfzma8ykS5jF+GlCfcw9p40gMR4aSVsagzGkje++ERB7kiBL8Rr39s8qRkZGeO/993nv/fctBL5h13HJxRez5o47LAS+UW317t//sRvuKVOm8As//3O88eabvPbaj077uOZ71tq2IBuCBYV8nltvvYVFixbheR7vv/cu3d07eemll/j6N75Jd3c3AHPnzuHb3/omf/jf/4jf+Df/N8PDw0109J//2Z+itOKCCy+mra2V++69l76+Pu67/4FxHf+k8akpUwCsXn0dZ5111mmP/7Nf/mUqlTIzZ87khz98lO5xqlPkcjnWrl1Da0sLDz30/XEPLc8+ezk33XgjP/rxj/nxj4/DyG+4/nqUUjz/wgsnnTN37hzuXLuWbdu288yzz45r8LhixQquuPwyNm7axOOPPY4ae9MZY3lFwAgFhrMSM+PDuFoRuz5eroUVF57PjLDOE+/+hP44pa1eZkJ5yELchWgY6vl2HoHAN4pMOvhpjJISVxtSxyFyA4pRhdgPKOdKuFlGmNSZ7EkmzO9i2sWXM2vefEaOHWX3nr3s6N3PvgMHEI2ZW9aQ9BkbUmtKUYUwiQCBEFb9uxwWTlCRcJSiENcIRhc/aaVyonFqq7W1tfGFz3+O4aFhHvnud8jiCCMsQMFWAvb3KumQOi6+SumoDltwiC6QagtfdnSG1pKBfAvTsiMUszqJbFRJRiOzlKpvW4ya45yqMI0ZCgpNN+O08dy6kRwzaOz/oZjUmVAvU/MCpJWlx1UZoVH05VvRjovGknqLSUQxjfAaG5O6FyC1oZBGpGOIra5WTKgMUWhtYdWtd3BkoI9nXn+HYT/XXIxLpRJdXZ0s6Oqis7OTeGiQfW+9Ts+xY+zae5BjNZ/WtEIxreJpxUDYwohfYtgv0e4O46LIJRG5NLZcrbgKCIbzJZR0beVnDLksZihXotb4fEcrwtG7emwbdfRvaFRMjb8lFvrtKE2WuaQEZI6HKzMKok5HNEIhS9AN5XVPZ2SOx0iuiJIOkyZN4ud/7kts3rKFZ55+5oQEGCYRLVH1pArby1Iyx2E43wJYkd1hVSRVHhjNlGofLaZG4CUYx6JGEYIwjRkJx6+K8veNUQh8V1cnnZ2dTQj8zl072bVz1wkQ+KlTp/LzP/clXn/9DX704x//VM+3oKuLdevu5Ic/fJRf/9e/QUtLCytWXMW111zDd7/3Pd54400AHrj/Ph555If84JFHTjh/4sSJbN60gXPOPb9pNX/TjTfy27/9W1xx5YozHv9p4lNH/Z0uWlpKdHS0k8uF40bNAUyfPp316+7k4MGDJxFrTxdjZZcefOghenp2n3A8TZOTfFfguLvwM88+ewLD+nThui53rl3DvHnzePa5504Cgowu3qM714KsIl3D4WASLXGZaS0tXHH2ErLDO3h56wdI6TJVZbRGFQySTDiEWUKYxtYm3BEkXo5UGQpxncgNSBwHI6ynlXKsl1O5gcbLXJeKUyTJUvb37OHFoyO4QcD8+fNZuHABt1+5As/z2LVrFzt2dNO9cyfZR1qwYWoXNusibJdVP0spxjVSx22qrivHYSRXxNWqkaickyzVTxezZs7kc5/7LJs+/JDXH33Eql8Yh0y7uELiCG0FehureuQF1L0AJRwCnVCSgiohmfHwVILyJBMYoqTqVL3geBWrNe1xHd1w0h2dm4wuqC0NwvAo6CJ2AwaDAqkz6lprbToseVaOeqfgYBCOg5PYnXnk2FlPPoloi2tkDTNIV2taohqpEDgYmiBhYyjFdaaVClx02x10HzzIO2+8SU5rUqDamAWWy+UmUdWRktkzpnNWW5FLzj2XG264iQ/f3cqR7Tuo9B/gcD1BS0khqoPQOK5u2nwkrnVernsBxaTWRMkJaCIvE+d423T02NhW5ih68qPtzdHHGmNojasUk9gK9xpIHIdqWCBxfGphAZG6TfBDvQHmUdJh+vTpfOmLX+Dtt9/h5VdeOel+MUKMebbjYVGTcvSSUk1z+EnKlLSPYlqjNRpGGR8VSHJuTM0LqHuhVYMR47tXfxZxSgh8VyfLly3n5ptushD4nTsZGBhk1aqree1HP+L119/4qZ5rNEk9+uhj/Pq//g2MMQwPD/PYY4/z2GOPNx/n+z4rVlzFt771bV55+SXmzZvLhxs28G//7f/DzJkzOHLkSDMJAfzkvZ+wYMECisUiy5Yt/djj4xUdHxv/KIlq/vx5rF2zhnoU8eZbb487SZ1//vmsvu5aXnnlVd58a3zQ81KpxPp165BSnlZ2KUlTiqVS8/+e53Hbrbcyc9ZMvvb1b5yyf/vRmNDRzl133UUQBHzjG99kX++JMyxhNMW4SpAlJI5VsvZUxoz4EH1BB3MvvIhV5y1jxwuPsr2nm9TP4zb05jyV2tlOo8LxspRCFpEY1y7Q0qXih9T90Dr7Oh6Z4+BmGY5RJ1YwoiFg2mivJmnatL4WwNRp01i4cEGTlX/gwAF27Ohmx44dHDlyBD9NKYs8Vd0ATogYIyGfWR5OPHYI/RF1dWOsWoanMgppDc9kZNIh9oLm45YvW8Ztt93Kc88/z+bXXqUlqTMkS4yIEgLN9PIRYs/naK6DklfH1dYGIpMO1SCkFNUo6DqhjBFKo1xb7YVZjKbBGeP4jCpzHFylcVJDIn2k0YSqbmcjGsqeNeIzxpDPIjJgIFfCFTZ5WVC6wUWTopsIwdEqYtQRWRpNMY2IhSRzPLuwO7YmyykL2fBUSup4hFrR2dHCBeeey+Y332Dnrp0UhHXMLQiLXDMfWUiV1uzu3c/hnXWKr79OSxgwK59nYmkycxddw6KWdvYcG2Zofw+VY7sZNMcVR5TjoHBIHA8E5JIYqezwKHEcKkGhoYZ/Yowmp9HK6YT7/SN/cmlMSxJZncLGnCtQKa1RlcG8i5EOtSBvJa8AGq9t7pw5fO5zn+Wll1/mrbfebt5Io1xBJSWpdMganD77HkRDId40nX4z4+DHCe1ZGYEm1DFKevgqoawLxMalFFVxlaacKx5vd/8DxwkQ+B9ZCPy8efM4+5yzufjiizHGMH/efNvO27lrXPZEozE2Sf3ar//rjx2xzJkzhyAI+NKXvsjnv/BFarUaX/nKl7n/vnv40z/9cwYGBk94/MDAIFJKJk2aSEd7x8ce/39Forrqqiu5/LLLeOrpp22Z6575Jbiuy80330Tn/PnjBjIAzJkzmzvXrqV7506eeurp07bt0jTFa/SjO9rbueuu9dRqNe4ep3XIokULufWWW+jvH+CBr339lB+EpxRBlp5gIQ7Qlta59pypzFo2lRceeYCDR4+SNqzYJYbMcSwRUiekxrYmKkHOSsE41k01coOm9fzYsKZ6nn3eMYK4nkpPshsH+yU5dOgQhw4d4pVXXqVYLLJgQRcLFyzkqquupFKp8u5zr7FzzxGGBwbQyhDhkyMiZz7e9qSurfGfSGFCNAhGIB1FyUTkk5iRXJHLVq/m0ksu4bvfe5Ce7m4mJHW0hkw7+DIhMAmOq62grXGp64Ci1ChtXY2HciV0QyhXak3s+83r4quY0eXUUxlhGuGqDC9NOehPZCSz7aFMwIgMaZdDKNcmNgnWasTxKaqEis5IHaepoFDzfIr1GIwmFdKqVqiMVDpEokA5K+BoRVtWR7rHVRgkDVdjrYj8kKAhpbS0cx4XTpnAe++/z67+ITLXRxoI0zoiNhjVjnFO3UGtNyxNRP9RKvtHOOzmGdm+BWfOIubMn8clqy5gUngp+6XPzn29dHd3H2+dC0ElKBA3kHL2Pbskjc3HR+uW0WRvicrHAScfraYkUEgTtJAnzLlSx6OQxZbcLAN7jpDNqmzhwoWsX3cnTz75lCU0YyH4xcgiXsFWTJHnUw1C8klMkCWN12Cr+DCuUYrKKCWpxz5p4ONjifXlXJFcVEcahYNutqgrQe7vBaT4WUacJJQrFebPm8ezzz5njRG7Ounq7OLaa66xEPidO9m5cxc9u3efFvrd1dlpk9RjZ05SYPVYhRD8+r/+jebm/nd+53fZtXMHM2fNPOnxo3Y0WaZO+bvHHv9p4lNNVGMZz7lcjjV33EF7Rzv33f8AR48eZdbMWfjB6UEMcFzJIU7GDz2H4227Z597jvff/+CMr9PzPRZ0dbFmzR28/8EH1q56HKCOlStXcPlll7Fhw0Yef+KJ0w5BRQO9NJqkXJUxSWiuuvIKnHyBB7//MMGR/eQc3yLoREPlrCGaqqVdjLWQeColc1yOtEy0g+KxX6rGDAzsIlgN8pSiCvk4Qks76I8cn5p/ZlBDpVI53lpyHCbO6KI1N4kV57aSmzydg0cOs7f3AL09vUS6ejKRcrRqw2dQtWAMTEuPkjMxfW4beV1nIoMUVcK1F5/HlKVLuefe+zh27BhhFtNWH0Fpl4yKtTiREm3AkeCjiI1PgbolxQLWZDGws4ox4BSBtYYIkxg/Syg0VBg0hio5UuUh3YyRsEAkrMNuUE9xicag/WiSb11McxYjgcj1GfFCimkMwuAYUEJyyJtEv24np2IcDDVTbNikRDjCthR9rdBSUvdDEj9k1aWXcu6ypfzob/+Cvr4BskZLWgt7HesqYDBrJcMjLyPyon7Cx29h8gnD+RKZY+EeOVMj7d3Ixr49bHlT0VoqMfH8i1iwcDGrVl1NtVqlu7ub7h3d7N6zh1QI0jF+VeIjf49NRHC8qhr999j5VRNA0gCgjK2yRvH6o7/XAh0CMuNy1uKF3Hjran7wg0fYum1b834qRDXCLCZyR1XuFS21MtUgRzko4BhjhXuTOoW4TiGxjsxaQ6xC+mgDZ9TqESpuHo+MNPRJldsgGH9yaPqnFTNnzuRLX/wCL770UnOU0N/fz1tvvY3rusyZPZuuri6uuWYV6zvWsX//gSaScFQFvquzk/Xr19kk9WtnTlIAURShlDqhA1Uul6nV6ziOQ0dH+wmPn9DRAcCxY8fo6+//2OM/TfyDVFTTp09n3bo7OXzoEPfcc28z68dJfAKP6qOxcMEC7rjjdj748ENeeOHFcUHPfd/ntltvYcbMmXz9G988ieR2qkjTlEkTJ7J27ZpxIwg9z+POtWuYO3cuzzzz7Bk5VboBc3ZVijSGWcUcKy+5iCN9A/zo7VcZ8QIKQY7WepVaGiKEQGqN0ApfZRwLWxDCKgNgYLDQelKSclVGIa4SZJlFMzke1TDHYL6FoMHsV9K1wIEzfBkdrSzPyhjbcjSGHbsPEGdH2ZX0MTnvM23mLBZPncLSrsU4LQFD1T527NjB4f29BHGdXGo/56OyHVwoyRp5nZC6Hh3ZEF6iaA0F1155OYz0872/+FOOSWsLUYxtAkqFQ83NkdcROVXHzRR1LyQbbX0Zg6szan54UotzbCSORyXIMaE8SEdtGG0sum7AbSPyPYo6omZy4EprNS9zdOg6Gk2os6YLcrkB0R6VYjIAUjKUK5B4Pl5D6qfm5KmlBWbXDlE0MRgssg2rsSdcS3z2VUYlyCNcj1tuvpX58+fywDe+gT9SpWA0fkO70CjBECUi129qLw6qFpSUtMhKUwU/l8RorJyVozXFpE4qJH6WWACMEByJEnb/5H3e+cn7uK5L57SpdE6ayJVz53LD2WfTV6uxu7+f7l276B8YaFZMY6/oaDU1mqyNMTZJpgmuUcSOT60hNiuwPKxWVbV2M03xY4WRVkNSa8GIbqFuQpYtWcziCy/ir775DNUDPbRry3FzjCafRs0k5WUp+aROmMYU4jpeIaMSFhGN6+poReq6VN08uSTCr8d4WUKKT4JLoqx5puc1yNRaNhGA/xRi1qxZfPELn+eFF1485fqSZVlTYumZZ6G1pYXORrV11ZVX4nkelUqFMAx5+uln+PVf/41x+/11N3il5513Hu+//z5gvamKhQLf/ta3+Q///jeZOmUKhxsc2fMvOJ99+/YRRREffvghkyZNOu3xnyY+VdTf/Hnz+MrvfYXrrr3mlHOlFSuuorWllccef/yEnwshuHrlSi666EIef/wJtoxTaXdCRwd33bWeSqXCwz94ZFxtuyAI+NIXv8DkyZO55977ODoOe/kJEyZw1/p1+L7PQ99/mN7ecbQitWbKcB/t0Qiz585l+fSp7Nq1i03HBhnMt5K5Lm6WMWWkzyYH10UYS0jMpGA434qWDlpI6l5AOSycAE6QWtFWK+OrlMSxlFS/IRkzlG8Zt2xMZiRBmtIaj+BpK9k6ClM/6E6magoUqRKqBE+laCGpBhNYungmFy+fS+fcOaj9e9i/ZTN7Dh1h//79DNYkQ24rUS5gUm0QjLZ2H8UJXH/tZaTDh3jv1VcouwEDxTYAOqojZEJSiOtUdJ5UurSkVdwsZTBXYtBrIycjWoQFcYyEhdMKjYLd4WtjmDlwkAnVYWLXJ5I+FV0gdSSJ49BXaGfYL5AagUwNndFuJsdDeJlV/0sdl8OFNg4W23GlxIL6jy/WDscriSzzKJZTitSI3YauYZbgJRmp61LyaghppZiyQonPrv8spVKRb377W1TKZVprI5TiulWxN5oB08aIkyOUGX359sbmwcFNM2boQ+SNtRDJpTGx65M5np3FJDFhlpBL6gzlWxjOlWw1PZosspRcNSJWHnURUirkmTOpjYXnLmHpFRdTLpfp7u5m+85d7N6zhyzL0Ma67WohmsCUfFyjJa41IP422aeOx1CuSOa4OErRGlUIVYISFrnpaEXmuBgpiLKAPtnOeRefz3mXX8bjj/yQ/n29dNQGmcwQmStxtCaXRAwUWskcz3qpGU0mJK62Kv6C45JTpahqW95CgDa0V0eoy4ARWaTshnRkZUKREvs+meNS90NGcoWT5n//GDF79my++IXP8+yzz/GT9977xOe7rsvq667loosuYnh4mJaWFjZt2sSLL73Md7/z3XF56/233/+vXHHlFfzCL/witVqNP/mT/0Eul+Nzn/sCf/VXf0Eul+M3f/M/0NLSwtceuJ8fPPIIf/7n/wvgjMc/8fv5qc4aZ1x55ZVcdeUVfOvb3znlYj6W8Dsa+XyetWvuaHo6jXdYuGjRIm6/7Vbee+89Xnzp5XHtHCZNmsRd69cRxTFDQ0PjSlKLFy3illtupq+/nwce+Nq4vWoCleIKwZLLVzB/9izeffpJyocPQr7YnBVlDdi0kZJUemgprNFfw4ywGlq49CiMdmz4WUqQJdS845VFJANySd0muzMkKmsTXyDLXCbUBhkSLbieIpQWulyM67SICjWZJxEe2nPAy5Eal0zDrh2b6O1+n0Ias7AQMKOzkwsuuohrb7mZD7sPs33DLvYldaKkxsTaIFM62plz4VXs272d3o1vN+09gob7LsKQeD5GCojBKMGIzFPPhRwuTaQ1K+NJRcXNEbvBGaVvBHYH72ltdfrCPMpApHz8JCGvM1RDllbhgowpZTXyjeo/dT1qjkegMlqTiGqYbwInzEf+Hk1KOZVRC8Mm3yryApRyiD2PrOBhhKRQKvELd32eOI6474H7iZMEIQSRnyNoKCokOJR1wYreemHzsyyqGmE9xpMa5Vr4e5jGeFnKUKENg6Tu5+ycyXEZKLSdBLl2k4wo9akGeTxSqnGFTftq7OjZy+OvvMz8hZ0s6Ork1htuJOf77Nu6mX3bNnFg9276qzWqfkgiXUoNq5jR15YYl7Z6BT+Lqfu5Btk7T6o8/Cy1FZG2VAutJWVT5KoFM1k0uYXHv/V1kqMHmVMdwk0U2jf4IqXm5QjTmJaoQiUo4CnbDm6JK0htW73WY0xQ93MgLNDFttAh8m0l1mYq4BmU7zLsBCTSI/GDhvDvP36SmjNnDl/4/Od45plnea9RzXzy3zGbc845hx/84BH+1a/+Gu3t7Vy9ciXXXLOK6TNmjCtRfeX3/itf+cqXee7ZpwmCgBdfeolf/dVfB+A//sf/xFf/5E/4ybtvk2UZ3/veg/zFX/xl89wzHf+k8alWVJMnT+aXf/mXTlvZnHfeuSxevJhvf/s7QAN6vn4dB/bv57HHnxgX9Nw66q7kwgsv5NHHHjvJ4fZ0cdaSJdx66y289fbb9PTsZs0dt/OXf/XXH3vO1VdfzWWXXsKHH27giSef/ES+NFN0yi1XXUY4cTJPPPYY8cAAhaiCZxQD+VYS16cQ18gnEf2F1ka1ZIVfHZXhGE1fsf2ULTttBLk4oi0aIfJPhNkHaULseU0uyanCGBhUrVRNnvZsiAn1QUb8FrQRtMkRAmkh8TU34FAwhYouNESEwEFTlFWKjvXI6agMMqE61IT35kottMxfgleaSX7+WWSBh972Hq3VYbr376d6ZCfKscg8aTRJw1CyvTpsPaMa7zfVAjdRDAUtRLkcoYiRH1FgdZRqQv+VlCQfWXj8JGJSeQBXZRghiB2HWHuIuiGRHlsnzmmqunfW9zC3fJBykEc5ErTVQIwdl5Egz7FCG7IBtBg7oxltkeWiGK8CtSCPL1Jc7GbASzU5N0LnHCa0tnLX+i+wv6+Px55+vHk/jc5wRlXNHa0Y0C2U3QJZ0CA6G0NbbQSUIRck+MLOg8MkorVeoRrmiJ0AYQxeo9oYCYsnVFJemlAo1xgWLajQPUH41okUUTHADRS5NCZMI6YFHnNbS0xasJjJCxdTOdbHvn297BrsZ2DvHioN0jTG0FobYWJlGImmv9BG5rhUghzDDcBLkCXMGDqGqzKU5zH9vNW0z57Pey88Tn1kBC0luTQmMj6hl1BSFUu3kC7t9TJ1LyCXxo2WtqIc2JlcrmHkORIWG7qSitjzcRvcwNRxqfkh5VwJNQbc8U8l5s6dy+c/91meevrpcVFiThWdnfO5a/16nnjySf7Vv/q1n6l/1j9WfLrKFHH8se23JE4IfLvDu+CCC7ju2mt4+eVXTtDD+7jI5/OsXbuGllKJe+69zzrqniGsL9Yqzj//PB555Ifs6O5m6tSpJzn8jg3f91m7Zg1z587h6Wee4d13x+dTNRpTp0zhc5ddyJEDB3jswe+TZil4PkYU6aiOkEtjhBDErm/ny9I50XX3I0Pn0dBGUNU5aiYk1DFSabSWBDJpPlYaRSZP5oiNjQSPugkJRR2PDCkMPgkRPnUTEJCghcDFUJQ1ApmSGptAAhIKqo6XWsfcUq2M15CuMYCuVKhueJu62MiBTVs498Y7mXHWJfj7N7Jq8VyODS2h5/Bh4n29mPIISeDbxSTIUYpqKGGVD3I6I/NcvFAh5cl9bj9LaK1X8LIUhB2WR17AcMMMcPQ6Zg0rkHwSE6YJvkhIPYchP0/mOIQiJm8qtKoyynHRTqPKkhKMY2cfSjdnQk3QwKjSOY3KyoGcrFPVOerCVlWOUUxR/YQmZuLE6dxw1Qq2/+gFXt20CR0W4COLZuz5xK6HNJqqyTOkWwlIcFGgDVpJXCfFP87AIvJDPKVIpW+rCSkYDopWC7FxT+WSiGJcRWqDkynasxFGTJF+rxWkIBAJLhkKh1JSpSWqogTUBobZfuwIPd3bEc89RceMmUydOIXVS5bgXXY5+0eq7Dmwl/7NGylVBjFGkzk+fgN+X4zrJI5P5Ad0VIdpiSrEYYHLL7wQ6ab88MnHidM6E9MafWErrrBka09kJK5HmCXU3LChW+hQqlcwxjCYb2tWclnmokXDCdhIZJbQWi2jpCRq0DdGcqWPbRP/Y8W8efP43Gcbkmkfbvipfsf8+f/fS1Lwj0j4heMSSnfccTvz5s47bYvwVDFt2jTuWr/OEn8ffGhc1Vcul+POO9dSKha599776B8YADhJHHdsTJgwgc/ctR7P8/j6179B7ziFckdj2dKl3H77bbz5xGNse/VF0tHWXAOeO5wrMpyzLHglBB21EfyxcHJsW88SWk9cyEZ0gaou4IkU7Uqqbg4vznB8h0CkDVsD94wMe92w83aEIZMuBmuV7kht9fG0tYavBjaR5lREW2ZbTLk4svYgjoOfJJb4K+3MIJUuqeNQjOo4+YCf//xNeG0Fvvfd7yD6DjKnlGfOnDmcu3gR1156CUdqMduHhune2cORI0dQ0iFMYiSail+w1+AUC4wwusGBSZtEZGEMYRqROi6VBkE2czwS18NRGUO5opUx0gqhFargMsEdxGDh6whr+Ghdh10LKBCSXBaR5RsKISojn6Z4KsbT1tqj7IXUXJ+a41EI6kxLjhI7IQJJi67RoqtMmr+AlTet44333mDzxg2U0hjHKBIvtLygBhfIvjmrxZgzMS1UqOocsfERKDrkEC2idsKmRmhN4roMFlpsxdC410ZjlHSuhCT2XTKdR1UFMrJ4vbrj42YpQ34Rx9Xko8i2pBvVoxSGfByRZSm9Bw5waN8+Nr3zBmL6TKbPWcDiuXOZ0lakcmA6RwdH6I0iBodGGkAOKGQxQgo7qwpyXHnNdYT5HM8/9zz5iiZ2S9S1T40cSMEU3dcAkzfI5TqjFuQYyLXgqZR8ait5R2e4ytqtZI5DNcihZIkgjRvOAJJ4VIGksXHxMms742hN5rpErv+PhvjrnD+fz372Mzz++BNs2Ljxp/odNkmt46mnnv7/VJKCf+REFQQ+EyZMoB5F3H3P+KHn5513LtevXs2rr77GG2++Oa5zpk6dyl13refQwYM8+JHElqbJKSuqJUsWc8vNN3Ps2DG+970Hxz2PAlu5XXvtNVx4wQU89ND32bVtK+2ORy6NSR0Xaaw1diXINTXeACpBntZ6mVwSoYW1Pc/G6MA1X7NxqOsQX8S4QoMjqOVyBPUEN9O4svb/Z++/w6y6z3tv+LP62n360PvMIAmBBKpIQhJIFAkVOgKVJLaTOM/zPu9zEic5iR3bcepJck6O45LzxlZBshrq3eq9VwQIZgYGhhmY3nZbfa33j7VnM0MdEKBifa/Ll+1Z7D1r1l77d6/ffX9LkfV3pPmU5HtE3TyGqyFKXug5p0aI23l8T0QVHKKChSmHT/eK65A0sqiei+LZpIwMeUUnoyTwNQHdtUJygeeje+E11hNxLlqxmj5V5d67bg89ILUILeks/e+/y2fvvIWQKqXyzFlMnXU28y69DMMwaGhooKFAmR4apRIEYAQ6ph8W4DKnj5LsAIEQevTZsoyhhH+37lhFl3VfFMnqMeJGlohrh47agkBWj2EqGgph6w5BxJZVZN9Ddx3EwMYTRHTHwpAVLEWhMp+hzMqStPK4okRai+EFIrrr0KPHC4P5BIFoEHPtgiZOYOKMMzn38qt5/vUX2NXUhBL4xM0slRm7IN6WyEbi9MZKhuncBAGSUo6IaOIGMqLgo/s2EcvG8sMWqRD46K6NqehhUvIhtECy7yL7PvlCJyMjh7ZWo8xupmV2YyhR0mKcvBIj7vUj+h62rCAGAQRB6KmnqFCYCXmSjOT79A1kaNv6KfUfv0u1maOqJEFq8mnMrZuOpKq0NTXR0dHCtqyDbxoQSXDx3AsQjBzPvfk6juuSwEQOfPoiMcpI42uhcDeRN5E9G19SyMkaWT2GL8v0R5MIudAdRAhCDZkla6i+gyvKYVSNeuhugm6bpMwskhd6WkqWj6mo9H8Bu61pU6eyevUqnnjiyREnmB+IKVMms2rlCn7722f5oz/+7teqSMFJLlSe5+H7PuIh+sC1tbVcfdVV+L7Pb35z94gurCRJLFm8mNraGu7fuJHdQ9Jxj4SZM2eyZPEiXnv99aKP1VA4TrgIDk2jnH/5ZZx//vl88skmnn7mmWP64HVdZ+WK5ZSUlPDrX99Kd08PSOEXK2obqK4TLkhqtNiSEfxwkVE8B1uUEcRQt+NIcjiEH/LlcQORvB/B9hVK/DQRN2yFWbJGOhJjwI+Hpq2ScMjFqniejkXczCF5LhHPJitEsTSFfiVOVoyh2iYlwQAeYSSH7LlEbAM5cMlrOiV5m7waJUzhNTAVDUcKM62yWgRPkhldPYr58y5m+0CWZ56/r0hyiTgWMdvAFyXykoKcy7Lnvbf5dPMWPD3KpEmTqKmt4eqrryIWi9HU1ERDQyP1DY20DkDGjyESoLomYtbDcyQ8XUAqOCtIvo+h6AhCUORSB4Ru5f2xEhTPIQgCzII9kCDsz58KxJBZKbsuvhy+X9SzMESFjlgpCcdGc21U18UVQ2JL3LHoicSRgoBSy8CRVYJC0TEK986VZ1/A2ZUpHn/2cdra2xELs5yUkSUgXGg1zyaW6cYXBHrjw7Uogu+TcMPoC78QAJjRIkQcs0BQCNud2cGHmiBAcx1kP5zJ2dLwh7EgEHDQkHUXzbKxJY2uSBkIUOr1E7UMEMJUYLcQkaF5DoYgEogFTZnvhU4ZoljMT5Ndl3TGwNnyKe62bZSWlTIhVcLkcRM4b/5V9O3bS8S3SRsWLz70IpJtIQag+A7pmIwdVdGsPAnLQHNtdM8mIMCWpDDKfEi0S8S18AjdKRDDhwm7sHM+HETfJ1FgKA4mPxMERG2TmGSEzumnCDU1NaxauYLHHn+crVtHZqx9IMIitfJrW6TgJBcqCHdVur7/qWYo+eGll19h4ZVXjOjCplJJVq5YQRAE/PrWW0mnj+5gLooiCxdeyRmnn87GBx5k165dh/x3g7srRQndm5cvu54JEybwzDO/PWZqaGVlJWvXrKa7u4df/frWYUpxV5LDL8EgI7FQRETfo6SwixoclPtiOBDOD3F+DoJwgc74MSxfRcnbIdtPcpAEj4SdR1S8cC4jiUcU10ueS8LIhWwoLRK6XzgWiumQF3VsWaHc7yXqhLqtuG2GkeCuQzYSK5yQT1D4u1TPJU9IYEgZWXJBwOS66Vx63jm89dEm3trVQlBg5gm+T8zKF1zQwwXFQUFzLKKWQZ+sFt2en3nmt1RWVlJbW8PMmTO5eP4S3tzWRf/ubfTv2ILfspu4mSOPjuy7oIbzJM22EALoiyUPGpj7orjfCYHwadwJFLxAQBBcJCGMUJF8n6pMHt0PXSYcRSbh5JF9MBSVGFahlSQSL9DAc6pOxHWQAx9vkGIhy1x32VImjx3NY3f/kv50GlGSkX2PhJlHCjzSegJb0XCAmJWnLNtPfySJX7hmou+RMrJojhXqsApstowepS+aQvZ9fGG/saoQ+CSMLDHbLPq+u6JETo3iSiKy5+KI4bVPOAYJ8rQnKpDU8N/mfZ0ydwBPkVAK5JOsolMiKWiuGQZpBoSZT2Jo1utJMjktiuqG8fa6axFxTMz2vexu3cP7e0qh12D99dfitewmVVrCiu/+P7Q07qCtqZ7WfW30yNEw7qWwg/UkmbZoJU7BhSXqmCSsHL1SCkvRGIgkiFl5dM8BL3TBz+jxI7bwFM9F9twwxXgQgoAtK6Gzhe+fEpLFoPPGo48+NmIJzoH4XShScIoLVTQaZfmy64kXZkR5w2DJ4kVIknREV/LJkyexfNkytm3bPmIH83g8zsoVy5Fl5bAef4MY3PlVV1exeNEiZFnmrrt+Q+vevcf0t06vq2PZsut59933ePnllw8fjHZABYnYJhHbxChEvEPYP0+YOSxZKe6m8oFOn59EFVwq/R4irkGnWIEmWpSKA/iSSNS2kDX/qA4wqucWnobDz0YSfGKqhe6ZJK0MvieRsHJhrEfhSxu2/TJYWrjDs2WVhJkvim8DMSSE5DSdWeecy5mzz+apl19ne0fXsB2h7HvInjdsDgchI0v1XSTfH0Y37+rqoqurizfffAtXLSNZPpnzki7nnXMWQd1kepp30bm3nVx/JwEugRia9xqqflQHDrfgqG0EGg4iMi66aBATsmFWk6LREwmFtQJQke0HAnKaHjotFB46fFFE8b2wRRaqecKkWlVlzZJVxGJRbn3kbjAsyn2PwPdQXZuEZZBVdSx1/6JpygqRwu7aKlwH3bbC1qOy3ww4FHgbWLJ60LWMOBZxOzQqHvz8QlcOg7yqozsmUcegzO9HtZyQ5l9wb7cCBVn0UXyPrBLBRkF3QneNjBZF9rXC7knFJ0D1HHJKjACJPuL0KwlSXpakkCEuhp6OvfESGD+Fm9evp7GhgVcef5KYbVJVXsqEceOZPvsc5t14Jh15M7QD2rYVu6GfvlhqWNExZRXVdZALGqy8GsGUB4XWAo4kHTfFvLinPgXuSXV1taxYvpyHH3lkxEzlAzF58iRWrVzJs88+d8giFY/H+dnPfsqsmTOZPefc4s9VVeWf/vEfWLr0agRB4JFHH+X73/+bYnv98x4/GTglhQpg7NgxrFyxgpaWVu7f+ACO4yAXfP5UVcUwjEO+fu7cC7nk4ov57bPPjpgJM378OFYsX0HTriaefvqZEV1Az/NYuWIFHR0dbNz4ALkRBjdCeF9feumlXHjhBTz22ONHfDryAhEnkBGEoMiwizh2KHwcOoOSFaKWgeq5GJIcuj/7USR8VMFB823iokleypMNYuQCF120iEgGumeS4cjtCyEIwkwmX8P0NYIAyt1+Sow0gRTaNym+G6bCFtqTjhxqnaKmgeAHyF5IRChx8hhKFNV1EGWZc9bczOjTTueOe++js7cPDuj5B4JAIIQkiEDYvwiJQbhLCI6wUJimiVW/lQ+cHgwtyviEzqR4hOqzzmeMZBCoAXvb2+hoGl/KfgAAjHtJREFUbmZA1BADn6SRCQujFM4tijO7AAa8OFYQQRNMNCHADmSyfoJIYKB6Noai44tikYZuK2rYqvMDLEUhbpuYgkDg+wSSSMxxyKo6niRRGouxftk6stk8dz64Adu2EdQIvaJE1LERgrDg2YqGL0jF9VHxPRxRHubgHbVNZM8h6TqFnWg4MwzJHO5BcxXdtvAEadicy5ZVoraBJ0oMFMgIni+SJgZOjBwRgkBExCdBDonQySR0Mg933X3RFDE7j+7YSF44u8trUXKqzoCXIBvEkBUHR1TpcUtRcEioeUaNreamm27kk0828cKLLxIoEQbEOHv7YdNAK0HDXlJvfcDUaVOpmVbDuWvW4O+sZ093N81797Gnec9ho9x9URpuhnwUOJKMI8lorr2faBQEKK4bCulPspbqtOnTWbbseh56+OFijP2xYvKkSaxetYrnnnueP/yjPz6oSNXV1XH7bb8+ZDvxb37wfWpra7j0svkEgc8vf/EL/vqv/js/+bu/PyHHTwZOqo4KYNWqlVx7zTUsWDCfl1955aDoi+//9V/xi1/+8iAHdVVVue7aaxk1qpoHHnxomGX8kXDOnDksWDCfF198iQ8+PDqNfJCufuGFF+A4Dlu2bGF7fQNNTU0jKnCaqrJs2fVUVVVx3/0bjygazvs6aT8e2sgAqmCRkrKMzXaGrC/5APGzZdAbS4VMtgDavYrC61wSZpZSK01WjZL1oqSkDDHBIO7kyWoRMofps4uFp37JdZHzHl1iWUhCcE3KjH7igYETD2cRMSuHJ8n0RxMhEw1I5QeIWWaY8yRKoehSEOmNJQnKK7l6zTo8LcL9DzxweGlCQQMUcSxMJTTpDWd0FlkteuhzH/QNDGSUARcJj0AWUXyXVD6DHSiMibmMPq2OCZMmMmbSJNI+7Pn4A1p3N9PW1Y3oOTiiQl8sES70gUK3W4YqWAhCUMxVsnyViJen1mgir+pFfZEIKK5NRT5NWo2RUxRitkHKMgiAvkicnBYhq8cpr6zilhXraG7ewxPPPxEWMvabtA6+3+jeDiryfdhySKSQfQ/Zd+mNpmhPVRadwCd07yXqmFiyWti1QVaNEogCfbHUQVlM5dk+JP/Q91Rf4Z4ahOS4xLJ5HFQcSUQXHeJeHk+U6I2lDo5lDwJUz0UIfLyCyNcKFLrcMlTBRhL2L5o5P0Ld2CT/39+/njfeeJM33nwTPxDodxMEtkDCzoW7I1FE1ANk3SsaAU+P60ypqmDc6WdQXlFBR0cnez/7lKbOXhrydvHBboit40GQvcIOvTDTG4TmWKSMDHIhgl4gwJTDVuLRxOOfB6efdhrXX38dDz70MA0Nn6NIrQ6L1Hf+8I8O2e771rf+gNaWVrLZLD/72U+LOypBEGja2cjqNWt5//3QlumMM07nySceZ+q0WoIg+FzHT1br8aTvqNavX8esmTO55957aWk5mNptWVZRSzWIyooKVq1aSX9/P7++9bbD7raGQpZlrlqymClTph72dx0IVVVZsXw548eP48mnnqKnp5e6ulqWLF5EPB5n586d1Nc30NDYeMio6LKyMm5Yu4Z0OsOvfvVrjCP4WFmBQp+XDHdQghHqfAKNPi9FSk5Tbg7gSMqw1p87JAdIEEDFJRdEUAfzpmwR0fWQRQ9dsFEDh8HI94MQBKGg2Ck4i6My4MUo9dOIQkBpfoBSo492rTKkP8sBEUdC8lwUN4yfCP3/vPAJu+A5FwgiYuCTqBrFkj/+v2luaeXxBx46cntWEMjosQKFPHxKDhAwFD1kNx5w3rpjhcLXwMcVZTxEDE8jI4ZtPUeVqHD7EDM9NG4x+bihESee4vTyFJPGjeHy65chyTJ7mptp/WwrOzq7aQuCAi0fJCEgKOROiYKAJPhYkoojKuieg1m4nqGJrE9PJIlVIBbYkkpHLHRpH3SNmDh+PDddv5YPPvyQl95+uehgMcyQtfDf3ckyRAGSRhbJ9wqWV4mwVVa4F3TbLKTdyjiSEhZOH6KmQSYSwxEP/hqbskqJmcUesorLnlugvw//954i48RU4lY+JJn44bwmo8cOLlKFz+9AsoIXSASIIQN1CKaMH8X8hVfw/PMv8uFH4YNjPtDBhHF2e+j1J0uoHpADxCAUhQM7+tN079vLxx99iB6NMX70KEZPmcb116zA03Q++WwnH29vZUdzG65tEBMNIoIZqj98n4SVJWJbyIVCZcgamUjoBGMpGr2ihOoUPDAlGavg43iycMYZp3PdtdfywAMPjjgk9kBMKhSp559/4bBFCuDWW28D4KK5c4f9fMrkyUSj0WFi4q1bP0OWZerq6rAt63Md33acs7aj4aQXqo8++oj33nv/kAs9hK3BoQ7qg44R773/Pq+++tqIrJBSqRSrVq7EdZ0R09wH7ZMkSeLOO+9ib8G8dvfu3Tz77HNUVlZSV1fLnDmzueaapezdu5f6+ga219fT3d3NtGnTWLF8GR9//AkvvPAC/lHO0/B1fEQiQlh0BQIimOSDKH1KiqhvoTsGMJxMMbSlExPzGJ5G3tdxRZFupYSoZVHh9ZDw82FMgx4tZvAMRczKkzRzoZ2OrGB7CoMGM3E7R8INd0+y4CMZJkLUJ69olOYzROzCAN8PCrlPEdwhDLKJE8ez8Pxzefedt3n1/cPvYoVCBHtQoDX3x5KorlswyxWLWUJDEbUMUmYWXxDwRImIbaDaNqLtYdkapqrhyRKK4NKjldIbC10+VNelZecOduxpIXj7Paqqqpg0aSJnnHMO8+Jx2vQkn+5o4Y0t+/C7+0g4ubAVKMfIS6WosoURCaUCMdvEE0WiVugSYaoFGrkaIV9gZA6KfU+rq2PVomW8+NbzfPD+Byi+T1AQcR/40B8ArqzQmapgIJZEcFwsWceSVEQpKP77iGOHDhcFNwnHVcAD34NOrYw0CeJBftilM1Udw7WJFs59cBeW0WOHlCsYqo4lqyEhhWOf9QgF18Ohu5tpU6cyZ+4C3nz9Zfp37b8vLFeh1MmEThNS4V4VwbchbuXx1PB327JKTywVzsdcj/a9HZid/QQffkrFmMloVXVMPv0cLr6slJZ9HezasxejvR6zr5mYlSdh5EnLcVxFRgusMBRShHSkEOlyiATrk4XBnLWNGx8YkX3RoTBp0iTWFIrUt7/zh8e1eyktKyOXyw1LtgDo7++nsrKSfD7/uY5/ZQvVm2+8xYwzZxz2uG3bqKpW1B2dfdZZRceIkWCQaPHZZ9t49rnnRvThnXH66SxZspiOzk42bjx0i2pwgP/GG28Sj8Wora2lrq6WSy+dh+M4aJrGG2++yauvvHrUIgUhpVxi+LmFDOIAV1ToiyTRFb1o9GrL6kFPrbpoU04/WS9C4IWMOUWy8QWJtJDALXi6HbjYi74fptBK+73YHEnGFDXK7X4sSWFPYjSlZpqsFCXu54k5Fv1aFDkSI1uIkPdEmaSRYei0edasWZx/7hxef/opPuhJw2F2c1HHJGoZxVaLoWph9tER3Kol3wvdvwsLih8IWL5KyvDxAgHfFyl3+pElj55EKX2xVDGTK8w2otgX6uzspLOzk488l3gkQumc86ipmc5po8bQ3jSa1u40O9v7CLp60QUHI67So5bgREUijknMNkI3bknGEWVUz0H1wvZTpvA7zzlnDosvuJJHnn2EPVs+pcIyUL3Q/dxUNPJa9JBsNE+U6JJLGRATOIES7jQ9i5SUQROcovFrTtVRLDmcBYo+qugR8wy6rDIkXScqmMVQQcn3CkQDDc1z8AQBS9EO+RAzCF8UscXjcw/XBBtNsMkHESKYzDhjOueefwmPP/cKxr4tRIfUPMn3UXwH54AsOltUkD0P0fdD2yoImYQHzjg9n227uzF2ZYmKbxKPx5k4cSITx0xk1JzVTInlaH7jFTY39dDbncVxPSQ8UkKalJ0jp3ontb13IGaeeSZLl17N/fdvZGdT03G9R7FIvXD8RQo47IO/IAh4rvu5j58snPRCdWDlPRCWZZNMJLjxxvVEIxFuvfU2evv6jviaQVx44QXMu+SSERMtBovhueecw0cff8xvn/ntiIpMNpfjo48/ZvOWLVx/3bVMmjSJxsYdnDNnDuede26o76mvZ8fOnYcVOauCSz4Y3tbyg/ApXPMsIr6FWHCcPlILIh7kGWV1orgucuDhyRI5JTLMEftAiIGP6LnDWoIqLpLooTgeOSVkfOW8CBHbQhVDmrgnCPRHUgxE48Wna9W1Sdh5fFlh3qXzmDJ5Ms888ABtvX04B+h+BhFxLEryaTwxTJGVCk4Sgh8wEDu8B6Hke+GcpTB/MTyViGljqwoICj16CfuCUVQ4PQSSOCw40pFkLElFc+1wflNwq1Bdmx5bZtemzWz54EPKzSxC9XTy8WmMnT6Z2efK+G2NNDgB9T1RMo4XCp09D0EL6diDmUuq65C0DHKqzoILr2TGaTP4z3vupX1vB9WmhyAEOLKMEAQkrTyK79EfTcKQnYoAmL5Kr1cSXivBDAt5oON5ElVSD6aiEXVMsHzcQCYf04h4NgYRkKDCHKBbThKT8pSYocxh0N3cULXQMugkOy6IQkCJlKHfi1NbN5Mzxo/nrXtuR+9pJaoH4SyycE9rkoNDSM8vOHHhBBJK4CFJ3nD7sEPAR8QOFJSCv2E2m2Xr1q1s3boVgzizxyqMRWH89LM4f3SK3u4edu1pY8/eTuz0znAHz6kpVLNmzeSqJUu47777aTqMPOZomDRpImtWr+KFF1/k298+/iIF0NPTTSwWG6YZFQSBVCpFZ1cXjmN/ruMnCye9UFlHcacQBFhwxQJ27tzJfffdf9TCBoOZU0sZO3bMiKPiNU1jxfJljBs3jqeefvqoYYoHoiSVYu3aNViWxS9/+Z/k8nkEQWDs2LHU1dVy2WWXsnz5Mnbv3k19fQP1DQ2k0+ni6yNimHeU8yOogg0IWIFKqdfPGKsDzS986IAha/RHD6GQDwKSZoaIY2MqCqYgh2QCMxuKVA9U4QcBkYI2KWz7WWQLrR9FcEkJaXwBcARU18IOZGQl9BB3BJm+aIq0Hh/WAsrpUeKSwLUXz0WPaDx51wb6TYtM9GC9UvEcbKO4SwRwEUP/Ptci57nD2y9BgObaBQp7OLAXgjB/yfNkdDJhdxSxyE7soZxytwfR9/cX+MIcTDQCIo7BIJUwnIOFOjDZ98Bzae/cR39blm7RoiuZYEpFGbPHT2b63KtI+j30t35G36Y3aOvrL35GAuHTftyzWXb+lVSmyrjnv/4LI2MwzskCAm2RKlJk0SWLvCgSdWwM1ynSwAeX47yv4yERFwd39gFRDHJ+DEPUkFWXrKtTmesj60fQnFAwPqDFMWQtTCv2E8TdHDHLwFBCKyDR94lZ4Ty0P5Y6yh3++aEKDqsuO53TSkt46fG7IN1PKR5S3iOrRhmIJkAQUGUHXxMQTLADCVdUkH2XsqAXW5GPamMkECAKYcEqeIkA4YNfELg0tvbRmraIfbYFpaSMMWPGMH7MGOomTUYRzsJPiTQ27WbXrl3YI1hvjhdnn3UWixcv4t777mf37t3H9R5hkVrNCy++yLe+9Z3PTVbYvbuZvr4+Zs2axQeFjKsZM84AYM+ePViW9bmOnyycMnr6oTBnzhxGjx5NfUMDjzzy6Ijer6ysjNWFzKlf33rbiDKnqqoqWbliBaIosuHOO9m37+iFbSgmT5rEqlUr2bJlC88++xxe4WYJgoDW1lZaW1t58cWXKCsro662ljPOKLQWOzrYXl9PfX0D7e3tlEkDZL0oVlBg0AlpJtj7UAJ3v94nCIg5Jo4tFXvpg1A9B92xMVS1WDwcSUEs5PQYhZ3DIAbnUn7B8DZphnlVfZGwqMQ9G000qbAGyMpRZMFBFkJqdHe8NCxSBxSfVFkZ1y9ZyEBrC888+wIZRKx46bBi4wYiRhDB9FVk3yHlZnDF4TtXX5QQHbuYSQThDCtlZEP/tiBckPRCGm+vnsILJOTARfACBrRkmPAaePiBgI90EK3dkRV6Y0k01ynMwSQsSSn+TeGTe0iqEIUAUfAZyAxQ39vOR7t2055o4vQplcybNooLF1yF4wU0d3Sxu3M3e1pakXyPRRddgaTDow/dS7+jocoeSSuH4nnkFZ2cGEULbISCSFcKCs51QYDmhYlWvi8gCcPJJ0L4j/ARCQSRAT2BGnXIujECWcAVC/OVIMALJHTfJGqbw7zshIK7fEk+jS2poWbuaAK7EUAI/EJ0xhCPQWDxksVMr6rg2dt/TZdhgSJjIYcF0zEwXQ1L0ZAEnyAaIAkuJVZ4D8iShxcRyOvRw//iAkQhIEIe29FIeFlEIfQo7BdTaGLoqj+gJkhZGbyBHpoyA+zZtgUhkFAm1jB3bi0LF15JKpWiuXkPjTsaaWzcMSJT65Fi9tlns2jRQu659z6am0fmoHMgJk2ayOpVq3jxxZc+905qKG6//Q5+9MMf8J0//GN83+PHP/oRDzzwYNGc4PMePxn4QgqVLMtcddUSpk6ZQlNTEx3tHSN6r8HE348+/piXXnp5RESLGTNmsGTxItra23nggQdHVNiG4vzzz2PB/Pn89rfPHjUbpre3l7ffeYe333mHSCRCzbRp1NXVMvfCCzFNk/qGBurrG9i5aw++56J7FhHfxpSHK+QtSSFi22Q1f1gLUAzCcI0Dh9yeKBUWwKAYsS15LrEh8x1LDl3JS4wMSTNLOprAlmRkRcSQVKJ+SLGWvFCM26FUHFSkplZXsuyCOex8/20++PBDRAQkLRr6yhXgBhK9XglGoCHhYaHSFZRS5g2gyPu/aGIhgn2oVmjQVskY0ibyCTVECSuPHSg4gowkBOQL7UA/EIn6JlZEPeTw3xclDPXQT+i2pOBKCgkvT4YovgBqYWeblzVMy2Z34xa6dr5HiZVjWjzC6EnTuWDm+Sy6aAFBXxdZX+CFl39L2hKQ5ZCyn1MilHkZSt0Me+VImLMVOBAIBIKI5jokjCya54TFC5cWZQzo+xd+Pwg9n6TCjiGQJAxdRzZ8OqQyFNFFwEd2AyxRRpFcJHxcoSB9KAjGFc8N556iSNpLMBDZ//AxjLotSogFosvhSBSD95TuhD6JoaBaB1nhumuvZfz4cTz0859iZzIwhC7viyIE4Q52cCkTJAE7phLoLl4gYoj6yIkNQcBouwvRACNQIRBQBRtdswliAh4SeVWnUywn5WSRfRdXlOiQK5B6e8g8+yzPPvssZWVl1EybRk3NNK5YsKAYEtnYuIPdu3fjHOfMZc6c2Sy88kruvufe495lTJwYFqmXXn6Zb337OyMyORgp/u1//i+SqRSvvvISqqry9NPP8Dc//OEJO34ycNJ1VDU1NVx11ZLi/y8pKWHVyhU4jsODDz3MRRfNxXVcXnzppSO+z6Xz5nH++eeNOPFXEASuWLCAc86Zw4cffsizzz43onnUIGRJYunSq5k6dSr3b3yA1mN0TR8KSZKYNGkSdXW11NXWous6O3bsYOenm+j7+H36g+FPp7IXMuG6EmXD2iCK61Ce68eWhrdHdCc0jR3a3olYBqMy3SGNXQgZdYEoojo2UuDRmSinNJ9G8cIYbsVzkD03dFjwXDoT5cPsm84643QW1U3h3TdeZ1NTc6jv8Tx0z6I3VlLcEQ54Mfr8FHFhPwtNMW1K8wMklSyCIiD5PqprD2sHAVQPdBdEmGFRHbSTitgGWT1Gn5gk7cQpsdOUOGkkz8P3JfyIQK4kgneAl53qOuiOgep6OKKEoekH64rMPKWZflxLxhI18opCl15Kt1aBIlqUS73Igo/o+6SMDFHbpCQRZ+H8ReSQsG2bqr5OGvs8egf6aM9laMvkKMv1A7A7NoZSOU3Sy2PJKgN6PHTI91xMRQ2d6r2AASfO3tgoAiVsZ+IElLv9VAk9uLJctPtJ5rMEtkBeiBB4AQoObkQBHVL5LJLv48gyJbk0En6BiyeS1qJonkNvNImhRUmYWaIFyr/oh4ugXbApyhccPYY+qEi+R2kujeZa4SwwIHTO0GNccdPvU1pRzl13/Qapsy2Miz+gDR218vRFU8PuqeOF5liU5/qxJBVL1HCDUE8X9/L0xlOYskavlyLjx8MssMDFREMUfCrlXjTh4Hafoiihv2TNNGqmTSMej7N7d3Nxt9U3wrn5ueecw4IF87n7nntHnARxICZODGdSL7/8Cn/wrW+f0CL1VcUp3VFNnTqVZddfx+YtW3j++RfwfR/btonoh795dV3n+uuuo6y8jNvv2EDXCAZ2uq6zYvlyxo4dwxNPPnnM2S7JRII1a1YTBAH/9V+/IjNCV/fDwfM8du7cyc6dO3n66WcYNWoUdXW1nHvxJZSfdSYde/fQ1NlD067dpPv7UT2XnBo5qFfvSDJ5RSNuGThy6Fwge+FT39D5lOy5lBhpkkYWSwpTci0p1MUggCOGC9KgAHXQ+25QpS9a+3edAnD5/Ms5p2YKL91xKzt6+ouFxZMkPF8iYpnFQmUEOqrgDnqikg8i5KVS2uVyJnv7qAp6EEWfjB4lq8WK5qkJM0dpfiAsnLaCI8tktBiOrCAQRqKISoCiuBhoJC0JBRdVtpBxUQyPvmiyeM00x6I0ny5GlWueTdQx6Ysmi4uoXNghCJKAGAkQ3AAhEEGQSIpZYlKuKF71RZHeaJKSKdO4atE1fPTpZt567zWq072UuhZi1RT0+FjOm1yGWFpOR3cfe5tbKDcMIl7Yls3ocVTPLSb1Dl5HXxYo9dIYrkqHXE3MyTHO7CBOFlEEyc4Tk1V6o0kGYgl0zUazTWKWiRo4+I6I74ZzP9l30cwwUNCVJFQ/FGSXmFkUz0F1HQYiJrrrhPZKvkupnUVzXbKKjlvwauyPxuiOlxfPUXNsNNcaRtoR9AjXXnQhohBw+x0bME0TXdWIOQbykNmj6tq4onxEo9hjgeI64X0rhfeAUlBRCz6FiByNEimDLLjkgig2ClHBJC7mDlmkICR9hbupkG1cUVFBzbRpTK+rY9HChfT19bFjxw4aG3fQ3NyMe4jicd555zL/8sv5zd33HPeD7YQJE1izehWvvPLqN0VqCE5ZobrkkouZe+GFPP30M8Os7G3LJpU69KC3qrKSVatW0t3dw6233jaiHmh1dTUrVywHYMOGDexrG5mjxSDGjx/PmtWraGxs5Kmnnj7kDfl50d7eTnt7O6+++hqVmsKMsiQTx4zmgqVLGOjpprm7hy29WQY6u4a3NwWBvBIG4+muVWDRhUagQ61gEmYW0fcZ0GKofhjdobs2gZnDlVX6IqG7tqnqRHMDCL6PGATF6BFXlELquyxz/fXXM3r0KO657dfQ1g4HPBH7ghDmOhUgEuAGoV9a3tMJLIFRdhdeIDEgx+jXEiTUHLq8f8GIFOLFQ3cFAVMOhbYJK0eGKG5BpCoIkPIzVLi9BBGpUKwlnEAOPe8khWwkDkFA3MwjBEFYEACbsHjFrTyWErYJo3YexXOHRajE3DxTvRxdQgluwd4pKPzntNOms/yqZTz76nN88MlHVNgmniQxgIbesYt9HT1s26EwRhNRxk1j1OVXsXjGJAb62mho3sOOnTvItzbDAfMdAEn0qRL6ECWozPeiis6wHLGoZRC38vTFUuTVCCWOjSKEFHRflMLdrWthyBqq7yKaORxBhSBALjiPu4RmwJpjhY4TkkTczuEX3PHL8wPktCgCAWP6DUCgO14GgGabYZtWCLPK4pLIovmX4qQHeOieuzEL19mUVdJ6PBQPuzYC4TwtHTm0futwUFwHxXdDAXvBuX0kGDTglQSflJQjEeQLWWvHNt/p7u6mu7ubt995B1VVmTJ5MtNqpnHttdcQiUTYtWsXjYXCNTAwwAXnn89ll13KXb+5m73H6BE6iAkTJrB2zWpeeeVVfv8PvvVNkRqCk16oNE1lzerVVFRWcMcdG+g4wGLIsm20Q4QWnnH66Vx99VW88867vPb66yP6XWfOmMHixYtoa2tj48YHjugUcSjMmT2bRYsW8sILL/Le++8f/QUnAF2Wwxst7XzQ1ExEeo+xU6cxaeZZrL3mDDzPo6ExpL437diJlksTt/JIvhcmyiKQ1WLYQ7RIsu+h21ZhtxTSsTXHwRUg7rvsi8SLu6+8oqOpFpWZvlBUGXg4okJ3opRIIsHadetwXZdf//pW3EyGioKdT5HqHAQovsfAkB1xVDQxXB3Hk4jkTErdNJagoggulV4fA2acATmBFvQX1+powYLIFSVkz6bMymPJCppt4goi3UPIGqrnovoeOVUpkgUCISxkEcciG4kj+2EkvX3A4mZLCprnIHsergS64+DKB+jORBHdMtB8F1/av+s859xzuGLeFTz4xMPUNzSEVHcvnH0MapNSboYgkCDvsrtd4JPXOvhwU5zamhrqamqYP/8ycm17aXnzFXZ097F3X1txMZICD0eKEPFDqYKhDG+dDTp7D372EccqGM6Gn4UnSdgoyIFPR6SUtB/Ft0VSfg5bkYkIFonAJhOJkcqHhrt24CN7PgJC+CAjCliKiifKRKwcKSOLJ4ZkiGQ+g+R6uI5EiQSXnTcTc/cONr/zNlq8DCGphq3CofleXpj67IjSMOnAEREExM0cCSuPWHgAckWJTCRe3LU7skJgDc4597vLQ3CQTkwUBh8zjh+2bbO9vp7t9aF5bFVVFTU105hxxhksWbwYwzDQNI1nn3uO9hEwkA+FwSL16quvfVOkDoGTXqhKSkpxHIdbb70N8xCFw7atYem6giCwYP58zj77LB555NERWY0IgsCVV17BnNmz+eCDD3n2uedGRLQYhCSKLF6ymNNPO4177rmX3cfJ0jleOLKCIytkgM6WfXzcsg/x6WcYP2ECdXW1LFq4kPgCh9Z3XmdXeydNe9vI53KojoOY92iPhLOsmGBQ4vcXrHDCeVPoH+fiiwpZVSczhMkXiCKuKOKJIukCbT0QRKqTCdZcvZjdXV088eRT4ZdGkskV4uEHE18V38OWlGFtx6hgYIsyhq2hOxb9UgIkgYSYJ4dO0s6St3RcRUIpEAVk3yVm5cOoClHCE8OF2BElBvT4MFulwSfmg9hrAsVwv9DYVkAIDvwng4UtnAMFUHRskDyXqG2iuRZaIXzRi5XgyArzL13A7Nlnc9f9YcKzAPhIZIQ4mu1gaBqOrqD7NrLnofoiTlRBFgOyAwN89u7b1L/9JoKqMnbKNM4oSXL5+PFol19Ka1s7exsa2N3WhilqxfMphmgNweCSKxV2vwdq7TwhnC/2UIYnS0y1mtE9E0tM4jgFc1lVI2qZaK5NlljouOGYKL6LIQ+mSIdmtLLnUZnpJq0l6ZJKSRlpxloZxs6cw+Ze6Ni6BVVU0ZywrWoo2jByhlYgxwzmWeW0CHlFR/a9kIUpSAcJbzXXJmnlcEQZV1RDOrtrkzSyBfJLSAzKalHiVn7INQrIahEsSUF1bcQgwBPEkRfIY8CgePzNN9/i0nnzmDv3Qnbu3Mml8+Zx5RVX0NTUROOOHexo3EE6c/Q4oqFF6vd+/w++KVKHwEkvVNu2bePhRx457HHbCp0poBADsnwZsWh0xMJfXddZsWI5Y0Yf3zwqFouxetUqVFXhv3716yPGgZxK+EFAc3Mzzc3NPPfc80xRoGZUNdNnzmLelQvZ19bJ21taye5sQXU8copGD6WIrovkugSiUDQqDYPicmSk+LD2i+R7xGyLbGEWBDBx0kSuuHgun777Fs/v2rd/IREE0pE4jqQQsQ2kIGBAj2Cow9laohBQKqUpIcAXJExZRRftgiuHgCWqRF2D4UtsQMIy6IsmQ8q4CrJjhW4aB+x4bCl0cFdcZ/8iFAQonldsaXqShClrxOw8hliIxQgCIoW8qMH027yqU2Jk8BBJWVkUx0EQgsJi51JuZpm7aj3jpkzltg230d3bi8h+ZmOvVMqYoBPfFDFknTIhTdTPhK1YWUH2XMqy/UQdK3SXEEW6t2R4Uo0ScU3GxGNMGD+OqXPO4ZIzZtKRydJQX0/He29B276QUVf4+zTPIaOGzhYuFAqJO2whVjyPnBBhgAR6xKSfJHHPQBA9upVSFMUlKpthYi8+qufgShKKYyG7LmZBDhEWaoWIZeJICn1Kgj6hhJKKGDNLBXp6WtjdmcWWYkhRHTlwqMj0YsoaUsEOS/T9cN6oKHiiiOI5lGdMkpLC4GOCJ4jk1Ai2rKC7FrLno1t54paBL0kFTWHoo6i7Nrpj4vgqEJBTI1hyKOiG0BneEUTKjDS6Y4XpAIJITtPJaAfLLE4ELr74Is4//zxuv2MD7e3tCED1qFHU1EzjrFlnsfTqq+ns7Cy2CFtbWg4idE0YP/6bIjUCfKE6KgDLttA0ldGjR7Nq5QpaW/dy//0bRyT8HTVqFCtXLCcIAu7YsGHEDuuDGDN6NGvXrqG5uZnHH3/iuOmopwKZnh4+6e7ive0NRKJRKsZMRUxMYsnlo8iWjmFnX5qmpt307uxnQEmS9LOk8qE7NEFYJA6MJxd9HzHwi35rs2bN5LzzzuWl519kX+N2xET5MAV/IIhFy6PBBck/BJVZECAqmYiijylUhjsbITQuFfwATbHxhf23XmikqxRCAQV02yTi2vgIxMw8eTVa3D24kkxGj5EysqiWgS8IiH5AXtWGZU9l9CiS7xFxBnfxQmhKqseL18BQIyieR1m+n4SRxZQ1HLFAOtEjLJl9Flq+nwd+8b+wLBdZUXFFiawXJedHial5skKMlJVBdoWwKOqQj0QRAp8x/R2U5TI4sowryuRllaiZxxNEBqJJso5PY1Mr3q59RF97m2k106itqeX8b30HZ08TrQ0NtOzbR9u+fWRklWxBY+SLElktQomRQXT8ouu6GPhh2KIoIYrQGylB8Vw0z8aWFHxBoszpJ6tHMRQ9LCSFyA+EDKLnoeJgKSqmpJA0MvRHk5i+TkVpirkXXEjL26+wu6OHXLSEbrGUlJRltNFJ3MpjJLQwL8qzqcr2ktZiZOVQXO0KIqNzA2iOQ3uyDFPRkQKfymwvQhBgyxouEhUD/URsi95YKcgBKTOL5joEQLm33/rIEcP7oJjGG4TGyhHbxJBDeYPkeyTMHJ4gkdNjx/fFOwzmXXIJ559/HhvuvIuOjo7Cfbx//vz6628Q0XWmTp1KTc001qxehSRJ7Ny5k0wmw0cffYyu66xdu4bXXnv9myJ1FJz0QhUEAa7jICuH3oJbVmjJcfNNN/Lqa6/xzjvvjuh9Z848k8WLFrF37142PvDgIduKR3v90quv5pVXX+Wtt94+ptd+EbAUhaSZxwaMfJ4t9bvIu23sEXPItTMZW3saixZeSaZlH9KuD2DvdozdjbgFg1vJ99A8a1gmgidK+ELYgrvg0suYNGkijz72OAP79oEQtgSHQnUdSvLhYjPYVzMVnb5o8qBBuS2rlCppyt1e+qQUfiCh+wZxIYetqwx9fHFkhbQeQ/I8ynP9SL5HTo0gBT4lZhZHVumNpYrnndWiOJKM7lihG4UgEggQdUxsP2wNeZJMbyyF5jmIvg9BgC0rw87TLziVS54TEi/UCI4so8cSXDN/Hta2zbz10nPIaoRyP8BQNXoiKYwgiibYSEJATo2G7SzPJUOcCrWfqGhSke6hMtdPXtFxxNAuKGXnyKpRdMciO3TWB+QNg08/3cynn25GFEUmjRnN9LFjmDNrNsmKSvb09NOwq4nGhkb6+vvJalF8QSx6EA6SavKSBl74MVuCQkekjEqrH9VxiGLiqjJpPY6p6giBj+gHdCShNJemxMjiiyF5QfVc8koER5KoqKrm3PMvYsvWD8i2toIkYco6gSAhemGse1aN4BQeYnxfwiswUiXPxxehND9AST6NEASU5WUMxSajR9EKuVwdegWWraFiEZAh7+oYikZCyZMy0yi+R3e8hLyih/ZVnlOw5Qqd0BXPRXdCTeLg7skTJRxRIWqb5LXICcuZuvTSeZx37rlsuPOuI8b6GKbJlq1b2bJ1KwIweswYamtruPCCCzj//PPDyIymXfzsZz8/plHF7yJOiXWwbduHLFSSJHHB+eejaRq/ufueEdmMCILAwoVXMvvss3n//fd57vkXjulDFgWBK6+8krPOmsX9Gx9g53E6GZ9qGEqEiG1SYqTxEJF8FzFIkI5q9OztoHFfJwKvkoxXcIXaw4zxo0lcNJeunh72Ne+hq3lXgS1oF1uCvihip0q5bs5M1JjOwxs3YmUyKJ47jOoNhPZNRhbVdckNOhwEATHbJGHm6DvAoseTJExNZZTVxTijHVeUsTSNTCyKfcC9YCp6SBP3/UJIn44chOakGS1OzDbIaZH9LLghBqsJM0fSDPVDCAK+IJDWYqQLwlYHmbiTI+JYCFaYnpvTovv1VIKAqUWwC9eltLSUa5cspuOj99j2/vv0RwvZTYW/1RZzRESTmJNHD2wsSSGnRrElFa+QMyZ7LnHbDGM5ZJUAcEQRwQ3QHKvoKHE4+L5PU+temlr3wrvvU1ZWRm1NTZEq3dvbS0NDIw0NDbTs2QO+V2Tk6YGN6PvsdasgCHOW9qrVlKg5RkudZJVoccEOBBGv8BH3xVMYWiRsmxHQL2sorsXpleXUzTuPJ9/aTN+eJqpFOWSHuh4RIU+p148Q+NiSUoxwDwQBt5DWLAY+uhUmGYdmxBEMRQttsvIuoh++NutH0TwbUQqwNJ1yp4+90ihcKUxr9oGMFi36AA6GQOq2haVoRdbqgXM7v+BeIgTBEQM5R4rLL7uMOXNmc8eGO0cklRlEAOzbt499+/axc2cTNxQ6Odu2beeuuzYA8Nhjj/Pnf/GXn/8kv4Y4ZYUqGhu+9U4kEqxcsRxFURAEYURFStd1Vq1cwahRo3j88Sf4dPPmYzqPSCTCqpUricdj/OpXvx6x+e2XAb4QOhWoto0SuER8i5wSoUOuKu40zEAhl85QP9BAeks3SuJTqkdVM270aGadew7pvj52eAJbugdoa2ujrLSUG9auoa+pkeceeRDfDOPGDUXDkaTiwgOELSTXxlTU/e1DQcCSCzHl3nBHas2xiFl5fEnC1UMKuyx6B7PsAFNRyWgxxufaw3adYIXzCy2KLcuU5POkjCxpQvpzUdvj2qTMLI4oYyrhrSx5Hikziy0rWIpKST5NbNBaCIGYbaK5Lj1DnNYtWcWWFCaVJllw7TV89tGH7H3z9fA6DClotixTnu9HDHzyQRRFdCgNPPJOnhZ9NIrsogkhoSIgXEwVzwnjSwjZa1HHpF9MDttNiYVQxcPNUXp7e3nn3Xd559130TSNqVOmUFtbw+rVqxBFkR07dtDQ0MiOHTvIGE4hRVopmMcL+OhosgfK4V0nAkEskC32E2NmnT2HeXPO5MVHn8DY1YMfqOyKjMWUNXTXosrrQfXD3WiZkSbiWmT1aKGFKqG6NoLvE3FNHEEkIoTxIb4oYSoCcdtAch2ychQTjbiYxxdFsnIUTxARpICsEAk1hYJAcICu0BPEojTCFaUCa3S4d6Tih9lth2pRHyvmz7+c2WefzYYNd9LV3X1c7zF+3DjWrlnN66+/wc23/B6e5yGKIrNnz2b8uHGf+xy/rjhlhWooxo8fz8oVy9mxcycvvfQyf/rf/l9UVT3iPGv06FGsWL4cPwi4/fY7DqK5Hw3VVVWsXbuG9vZ27rv//qPOzr5siJt5lMCnK1nOYO5PxLFJWhlaxdEEAsiCR6mUxoqqpIM4rg9drftoaG5Gf/99xieiVJ9xFnOWLsFLlaKqKo2NO3j4xVfx9QSlno9uW0i2R8rO4il50rEktqwUTFQPfiodzGEaRgEu6Jgk3yc7ZDagOxYJMxdSiIcUq0AQGYgkiMRNkmYOQ9XDEEnCllTKzCAWAhTzmk5fJNQAqa6DGATDFiZPksAD3Q01dxHHIqfqxQXalWSiVh7dsYqFypVkqs6aw8JzZvHuyy+za9tWEqIYhhIOiaIQfJ+4nceIROiTdNJ+AinwiDs54lKWQJNQAwfNDcWxQhAgeT6aH+CLArpj4YoymUi8wGZzQl2TG8aF5BWdnHaw0HsoLMvis23b+GzbNgRgzNix1NbWMHfuhSxbdj3vfdbKi5+0M6ZjJ519WQIE5MDBIErej5CURiZeP/fcc7hiwQLuv+9+WvoGCJIy+UAnLcYRBdCw0bMOrqjQo6RIGHlU16Yk55GO+KHPoqwiBx5Ry8SVZPoiCUSCogOK4Pn4koQnSASBEO5KBYmoY9Crp+jWy5E8l7w3gCAIocfgYMEJAuTAJ1v47D1JIqdGSJm5IvNwMFsrpx0+WWCkuGLBAmbNmskdd2yg+zg9AcePG8fatWt48803i0UKwh30Bx98UDR5/QYH49QUqiHEiHPPPYf5l1/OCy+8yIcffYQw+HSsaYctHrNmzWTRwoW0trbywIMPHfM86vTTT+O6a6/lzbfe4vXXXv+cqopTD8kPxZxWMQE4FNQKis84t4NAAFvW0AQbRXCxFB1HDmnicddBcx1cz2N3t8nWd99hcm8fF95wEy2decaMGc2ff+/P2PX+OzS/8y4fd9j0uzKCH5CyMii+jZ2ScKRQXKy5zrDYc821MWR92A5hUMdkHUANHhQeKwew1QAQBAaiSRQ/NMV1RImS/ABJM0tWi4bxGEDMMvAEib5YquBtePCnGVDwyQvC2dTB3ogymmszSBw+79xzmXfZ5fzq3qdpaBERomcwXmwnFgzxhSy0/nwkXEWijH5MUcP2ZZTAZbzXTsaPUZpPE7UtFM8rei0aUkjbtiWFjmQFpqqjuA5luQHUQivQF0RKjAyy79IXTY1oYQ2AvXv3snfvXl5++RWSiQTRMWcyunoqSy6ZST5v0LynOTRebe3DCUb2db/s3NmcO20iT/37v5Du6UUutOsigkOEsAsRtQx0zyKrRghvRpGIHe6iHUemI1lBVo0gF1KLddcmo8XQHZOIY6PbJras0p4sD2eT9gB+QRxsyqG1lG6bKKJDT7wE2ffCnXHhO6AVWJ9DrZqyegxflIgWKPGmEhJshgqnjwdXXnkFZ86YwR13bKCnt/e43qNYpN56i5tu/r1viBPHiFM3o5Jlrr76KiZPmsTd99xDa2uo3g6CAMdxhmmpBiEIAosWXsnZZ5/Ne++9x/MvvHhM8yhBEJh/+eWce+45PPzwI9Q3NJywv+mUIgjdtgPxAF2NICDjEhdNbHH/jW8oGgN6nPJcP6X5dFgwRMjocc6cdxmnjRnFU3duYFM2LPjVVVWcGdWITZjJJWePxcv1sq9tL80tHbh9PQSOCFr4+tJ8mqhl4Aoyri/RI5TQo5QgBBARBmPlQxTPNghCQ92i6emhF+G8rNGjp0hZGVJmhhIjS16NMFCID4dQ+BqxTdKReKGlJgwTfuL7eIHIgJRAHoyAGBo7SyiuzYth1MaCKxYwc+Ys/vXWJ9jRbqBIMQQpYGcwgXFmO9VmD4IYIPn+sJwwSfCIkScmgRrYBIJI0sgRtS2yWoScqmNYOUry4cyvN1ZCRo+FjEIgbuUozfWFyck2uJJEXtGJFeyoDlpcD/gbDoV0JsOerZvp8lv55C2TMWPHMnHCBC67dB4zTJWo2UquYzuNjTsOm4K9+KILOD2u8dzdd9GVzqD7PhHboi+aGLY7lgpM0sFzyhfCNS1ZCe2iInEAHEmiN1ZCRTZk8zmSjKGEM6yeSJJ0LBm6odgSaTdOq1AdtvR8UAWbhJZFlCmEVipEHRMh8MloUfJaZDiJRxDIaxHyql74vnz+dt+ihQs5/fTTuOOODcc9KhgsUm+99TY33XTLN0XqOHBKClUqleL3f+8WbMfh17fedtCXxLKsgwpVNBplxYrljKqu5tFHH2PL1q3H9Dt1TWP58uWUl5fx61tvo/s4e8pfBniiiK2oRGxzGAVbdcP5h3Ngq6igeRKDANV1MNQIvq4z78qFlJeV8cQTj5MeGEBIVRAIIp3t7XzQn6HXbyWR2MSYsWMYN3YMs2aeScfOZro0nXSmhdbWVrpFEdWyybgx+qQSskoEW9QQPZ/yoI+UlMWTZExFJWaZuIJA1A11Oqrr0BdL4h2w4AYB5IIoGT+GrShEJIMxThf4Plk9jj9k9uULIkoQOh6YikZGixaiTERcRPJuhL3qKDqECmRcJMGjzO7HUjUCBDTPwUfA0SMsW3Y948aN4+e33svOLoWYYBatdgINdknjcD2JEiGDK4fpyeW5gWGEFCHwUT2XAS1G1LGKM7xAEMhEEuRVnZht0RtLYqqRMG3ZyjO5q5WoYzKgxzEVDdn3SJo5LEUpuowLQVgk9u8Q1AIz8RAM2sLDQFQ0UIMEA7aKvbuF3btbMIIPqShNsHCKxpxRKZZMnU+3YdLY0099c0uY5yYILL36KqYKLr996EE6bLeY1qy6NolCS3Zw5+yJYujVHwTFB4+QfSkW7ZQGYSka3fESYpaB5jrYskqfFs6ewveSEHTQfBvPD91AFMEmKpoMPpt5BXeKrB5FCDhssOjg/X+08MWRYPHiRZw2fTp3bLhzxKa0B6JYpN5+m5tu/qZIHS9OSaFavWole1paika0B8KybTRtf6EaM2Y0K5Yvx/O845pHVVRUsHbNavr6+vjVr36NeRJzUk4JBIGsFkVxQxNVV5CQCjEZWT126CfHQrqroeoIqRKuvvoqHMfl4UceQcwM4MjafvaXKGIoETTDxjD3G+hGhIDSskqSZ8/lhqvnEgQBDQ2NvPHJLnbVd1JudVBp9pKXdXqVEvpIERFNVMElo8eJWgajMr0EhNofVxRRPZeEld+vfwGyQYwutwwRH0VwyQtRGuWJRBSDpJ/DGlKo1IKmJpnPoHkujiSS1aMEAfR6KXq0MnxFIBlkCXzYo4wGN6DcGSguqqKmsWbehSjZfu75z8foMmNA+TA/OEEIgxHblUoEef+iNxBJUJoPrazCSJVQfJrXo8Scg+8zX5RxRZdACMkppfl+ynJpIrZJAMQKabxZPYbmWOiDnnoFlmXSzBX1agkzh+6EbvVDxc5R2yw4e3g4koymOLRK1eSDsBBook1p56e0tnTTgoASjTCxupoxU6dy3orrcVUd13URXIdnf/bv9BomDNmp2JJCzDGRPbdYqPKSTl6JFIgqMgHhzM2R5IMDPAmLlaVoh8yyGoQu2ujikWfHQUGKcLJx1ZLF1NbWcvsdG+jv7z+u9xg3tEjddAvul1in+WXHSY/5gFB3cNZZZx32+Le/9S1ee/11GhoaOOusWSy88kpaWlrCMK5jJD3U1daybNn1vP/+B7z08sgyq74qUFwH3bFQCo4CpnJwbMUwBAHTdZHF581h70CO1956C9mxkPwwQmToguLZAtKAR9LP48gyUuAhBT57tFH4UYlyJcO48eOpq63BNeJo6V6sXC/tnV10722lzxPZEZlIudZPQsxBEFCd7iFmG4WIkdDBPTS+9elMlOFJMn4gsM+rCl3Yxf0LvRmopKwMp1s7kAS/wOgqpP4StsocSS4ImgXaYuU0SpOJBgblVh8JO1y482jkNZ2YnkfzXEaJHldefil51+eVF1/Ecx32qlU0KFNIirlhly/rR0mIWark4XMJuaDZEYMw9NGQNQJBoCLXR9QyhjmMhwQKiY5EORHHoirbixdARa4fxXdxAonAF+nWS4h4FsgBO0dNQAoCqrK9OKI0rL0VswzSeoyBwZmdmaMsnw53lAW7LCEI6ImW0KeGkoGob1Cd6Q49EYfsxqJ2HidewjV/8v8hlUph5/PE9u6iraOD3R1d7G7eQyaTRvR9NNemM1lOVoqR8WLkAx3Zcxhnd1Lh9SLjYxXYm5ZyhHvySw4BuOrqq5g2dSobNtxJ/3E61YwdO5Z1N6zl7bff4cabbv6mSH1OnJId1dHCCu2CO8XixYs5+6xZvPvue7zw4jHOo4BL5l3CRXPn8vjjT7D1s88+51l/+TDoCThS1E2v4/qrr+L9Jx6l/r130PwAW5bpjyaL+UaDEBQYSCTImjFSXhZP1OjRSjAUnSqpFz8I2LNnD21NOxH7AqRkGRMmjWVM3RnMuPASsrsaKcnIZGwJqy8X5hwVZgmDtHXZcwv+byamojIQSWILKm4gowrDH0hUHHqUEvbJVZS7/SieR1ZVwxkF+2NNBl3RE0YeIeJT7gxQbgxgyBqmoiJ4ASVGFlHyqCpNsnTuubTkLV595XV8UUaWoMLuZ5+UI49ORDARBAopzAEx8eB715XkIttsKNJ6vLjr9QUxZCSKUlHTpXo2AQKeLOFICjlRx3dkoq6BblqklTjdWgmGGKHUHkC1bXxNIxjqyCDJ6I7NQKHVlzTzBbd7tXhummORtHKYaih+VV0HxffIHTgH1mMsvXwejmHyszvvwrJtJqoi01NRJk+fwdy5cxno66X1s800dffRnPXp8koxfR1VsHEklXp9Mh2UUyn1hjPUE9By+6IgAEuXXs3kyZO5444NDKTTx/U+xSL1zsiK1J/+6X/jr//qvw/72U/+7u/5j//4Gaqq8k//+A8sXXo1giDwyKOP8v3v/03xPY92/OuCU0OmsI68K3I9j3mXXEIkEjmueZSqqlx/3XWMHj2K226/o2hp8ruMuRdeyKWXzuPRRx9jW+Nu5GRFceE8VH9fFALimkFajtHsjyYQREq8NGPsjlDoKqsYgw4AmOzJp8hua2D79no0TaO6pIzx1WO4ZN1aBM+gfts2Ot56jY62fXiEO4ukkS0ENPqU5QaQPI+uWBkCAT4SYZ5vCA8RUQzdsLv1spCO7HtEB8yDco0GfeniXpaIZWDKKk5Bu2SIOqLicUaJzoL589jWuJN3Pt2vv3MlmZibp5puWoXRZIMYQQCy4FIm9hMVRs4wtWWVrkQZUdtA9VxsUcZUtWIRCQgFuLYUEg4cSyGvqMiChyWHO782vRrZdpmc20NZvh9yIfnDkjV6o0mCghNDGFzpIgVeqC0bAkdSUD07bAUWBLgIwrAE6EhE5+r5l5I3Le69714cL7z2raZDrreFbfWNKLLMmDGjiE88jUnnXo9vxJB2dqLkmujetxvLslFxSAdJIoJFTDCOeo0GuwKS74WsPUUbxhj9oiAA11yzlIkTJ3LHhjtJf84i9c4773LjjSPbSVVXV/HjH/8tP//FLw869jc/+D61tTVcetl8gsDnl7/4BX/9V/+dn/zd34/o+NcFp6T1d9r06SxctPCQx8aMGcON69chyzKffvopH370MXtbW0dMIS8rLWXt2jVkszkefPBB8sbRvyxfZ0iiyNVXX0VNTQ333HtfOCg/RviBQNQyqMj3IfkeQcFk1CjQfZP5bGEGEi1MaSDu5tEVA6ciyeTJk6mrq6WmJIHc3kpLVw9dWzbR3bYX13EwFI20niDqGGTUKHuV0XQGZaiyiyx4uIFILoiQOqDtJnkeo9Jd+KJYLEQQRjxorkOTNhY9FxqqCiK4gQwCnDUpwdLzZvDux5/QsGPHsCgIIQiIWgbpSAJHkDADDUvWCOQAVTyxg2/NsahO9+LIEmag4hgy5XYfEd9hb6yCzlgFfXKCynwf0+xmKvJ9RG0TV5KQAh9LUjFUjebysWQiCSTPpTrdg3dAe3AwIbozUY4nSQiBT0WmD921ySs68USca5Yspnf3Tp76ZCsD2gE+eEEQOkf4HukgTgujcCUVMTEWPTWG0yeVc860EnL9HTQ3N7NpZydqtpmUdGSn8IhtUpYbQPbdcFYYBBiyRk+85Jiyqk40BEHg2muuYfz4cWy48y4yI3A8PxTGjh3LDWvX8O6777H+xptGvKu54/bbePSxx3j00ccOOq+mnY2sXrOW998PNVZnnHE6Tz7xOFOn1YYWTEc4fig+wFcVp6RQTZ06laVLrz7o52effRZXXnElLS17+OSTTUybNpXa2lo8z6O+vp5t2+vZvWsX3mEu+NQpU1i5cgWfbNrE8889f0xR819HRHSd1atXoes6995734giBg4FyfeoTncjBMGwQMa4lSejR1Hd0Oi2T0phBwqK71DqZUjHY+T1/ZEcYuAzNRHjtKTOeN8mNmYc3ZbNrnSe3XtaUDpa0VyHfj1Br1BCh1JOp1aOIEJMyFMm9SMfEHhXmu0nZWbJFaLShcAP50JalK5IiuRAjsCTyIs6vgxzZkxh/lm1vPzqa9R3dJMyshiqGtLZg4CIbaK7No4oFzR9Aa4QtuvCROQT2MoKApJmlqSRBR96vVKUwCKtxemKhVEtkuMyLtNBmTRAVa4X0XeRfT8kMiCSjsRpqRgTmusCJblQa2YoemhG63tEHYuBSIz+6H5bK9W1Kc2lqYzpXLFgAa379vHyJ1voiyQOy6DzApFWZxQ+IhHRZMBLkPFjBAhUxODcqSVMmjwBITaGySmTTHsDDQ2N7G5uPojdJvo+VZkeFM/dPxsNAuKWwYAeoy9ecuKu8zFAEASuv+5axo4dyx0b7jwsbf9oKBap995j/fqRFymAJx5/lJqaGhKJBLlcjqef+S0/+tGPqSgv56233mDc+InDTLpb9uxm4aIl2JZ1xOPbtm07rr/ly4gvxJlCFEUWL17ErJkzeeedd3nxxRcJgC1btyIKAhMmTuS06XVce81SNE2jsbGR7dvradyxo/hecy+8kMsuu5SnnnqaTZ8eW7TH1xFlZWWsu2Et3d3d3HvvfcNE1scK1XVQPbcg5ixAELBlFc116IskKDGyVDnhbscXRXK6HlKzh+h9fEGkMWvQ1tVFdaYbsbWbcdOmMWnaNM6rnUrms820pbPUu+B2dJCy05RIA+QiUWKegegRhh8OKRbpSALZ94k6RiGyKcBUdfojCfTApcLrpyw7gCdJTD1zJhMmlPHCk0/QaLhk9Rhi4BO3DYQgvI8GtV2mur8FpbgOSSOLpajYsorg+0hBaH57RFr00SAIoSGsoiE7Lt1+CQNCHFH2EESBIAh3gXpgIROa1ua0aMHcNSSRZPQYqrv/s80U2IJJM4dfaCtmtCjpQiEbhC2rSNNOY/F1S9m86RNe+WwHVjR5xEJsBSo2KnEhXLx1wSIrRMGHvqzPpq3b+WBrE5oscMFkjTNrJ3LN1UuIxhPs3LmThoYw2j2by6F4DqprYxxwT1myQsS1GBiqhTtFEAWhmGB9xx0byOZyR3/RITBYpN577/1jLlIA3/7OHyJJMj09PUyZMoX/+W//yi9/8XP+/X//lFwud1CSRH9/P5WVleTz+SMe/6ZQHSOGFqpoNMqqlSuorKzk4Uce4bPPhl9MPwjYvXs3u3fv5pnfPsvo0aM5bfp0Lr10HsuWXc+uXbuIRCKkUinu2HAn+/btOxV/wpcakyZOZPXqVXz08ce8+MKLJ8R541COD4NSXlPR6ZRDY1EhCHOHFM+hOhOy1HJ6LCRrDInTyKtRhEyaT7dsYcunmxhjZhlTmqD09LNZevZsXMeluX4b+3bsoLmnA6lA9bZlNdQaFZ7CPUmiO1GC5kSLxcOUVaTApyzTjydJ9JaUMff00yhTJN56/FF2awky8VIgFKZ6oogQhOSUmGUQcYxhcxJHVtAsA82xUV2HuJVH9kKHhawWDenwQ9wuBN8Pg/oKCbdHRKHghwUwwPMk8kEEwQ/nRykpgy7bSJ5LQIAvhBEoeuBjSgoIFH3rJM+lLJ8mbhkkzByK75LVIgxEEgd5200YP551627g9Tfe4M33P4YRuDWEuVE+PiISfkhzJ01PUIIZ6OSCKHExzwRjL/amPj75+E0+kCT0cRMZP+tsZs+ezTXXLKWtrY2dmz6h97032Jc1ht9Zg73jUwxREFi2bBnV1VXcseFOcsdZpMaMGcMNa9fw/vvvs279jcdFYujo2C+/2bZtG3/6Z9/jtVdf5qf/8R+H/PeCIOC57mHJZoPHv044pYVq3NixLFt2Pa7rctttt4/I2LGtrY22tjZeevllJk6cyIrly9A0DUVRWLTwSrZvr2f79u30HafW4auOs886iyVLFvPMb3/Lxx9/ckLe05IVnILd0X5ha4DmOsWBvgfkpQgxM0fSyuND0ek6knXoiaXIawVBpxS20kpyaWKWgeh7KPk0TV5A/4cfEWzazOjRo5k8uorzx1Zxyblz2Gs57GlppaNpB0qun06xvEiiCARxmHUOgG4aaJ6DFU8xf9EiVEnk8WeeQQhE/MKMpySfIWobxfTXnBaBQV3PIRCz8qiegyfK2HJIhS/LDSAQkI4kEAKfuJknbucRCym2GS0WBh4KAnYgY3gaquNS4qRJBDkcRS6KdiOiRbXQjRnouJ5I0s+RcgfQfJOobYbWWbZZKH5hTIkgiJiKhuB7VGZ6KcmnQ2+7Al0/ZhtM6GunlVGko6FWbdrUqaxatZLnnn+eDz/8aL9z+1GKqo5JLMiRD6JERQNBAF0wiQl54lKOCrmfUUYXZWYaS1KwZSlMlm7ewUfd3bz+xpvEotEwZ2vKFM4ZfT1OLsee/gGam5tpbWlFNfOkC9ZHpwqiKLJi+TIqKirYsOFOckdhJR8OY8aMYd0N4XzohnXHV6QOhaamJkRRpLOzk1gshqIoxV2TIAikUik6u7pwHPuIx79OOGWFavbs2Vx5xQJ2797Ngw89fMymsBMnTmT1qpVs27aNZ575LZFolLq6Wk6bPp0rrlhAV1dXsWi1/w6w/gbtf+bMns099943Ivf5kcIXJfojSUrzA8SsHCAiBAE5VSc7JBZe9P2QHj0kUNGRlKL5rKHszwbKaVFcMaROK56DGPhYcqHd5vvs3buXbOM29hhZclOmM2nKVE6fOZN58+fTuW0rO0ybLR29WPtaiVnhwpJTI+T0KJ4oIfo+eiTK4uuuJZfL8/izv8V1XCIF/VUqnyFu5YosM9lzSZlZTElBCvxhhqeS7xEUEnC9gvecHSh4ooQumsTMPDktSszMU5YfwCmkDquuQ4XTR3e8lB6lhE63nKiRp9zsx0MkI8SosPuIWQbdidLQXV3wUIQcSStDaT6NOMRmSgh8ZM8hECUMRSsY2sYQAp9x/R1UpXtCAbQA/bGSMF9MklA8h5SRIa9FqD3zTK6/7joef/wJtn+6iRIrjDzxEcirEXJa9OB2ZhAQsw3iZo4qt5cuyuhQyxlQEiAKlMhpKqVeIr5F0s5hymqRDGGJErpjETfz5FWdXD7Ppk2fsmnTp8Rdi+lxnQlVlVw4vY7YWTPZlzWoN2zqd+85bs3SsUAURVauWE5ZWRkbNtx53OSrMaNHh0Xqgw+4Yd36E0oHr62tIZvL0d7eQV9fH7NmzSoa1s6YcQYAe/bswbKsIx7/OuGUkCl+/OMf8iff/S719fU89NDDuMdoI3LeuedyxRULePa558InwgOgaRo1NdM4bfp0pk2bRj6fZ3t9Pdu3bWdPS8vXSvQLoCgKy5cto6qqknvuufe4jTKP+ntch4hjIgY+ToFSPfTJV3UdqtLdoYnokMVO9D1U16UzWX5Y3VfSyFCaSxfSb8OE2mQ+jYBAd6Ks+O+i0SjTKssZUzedcePGkdm1g9aublpb99LX3kZGi9IdL2VcMsbymdNpyVu8/sab4WdeGNb3R2LEbAtHkvCGsMtU10HwQ6fviGOG0RIECAHkVQ3dtkNWGqXk/Sg+AmLgUen2YSdlqoxe/ANEtLpjYYsyn0ROw/EVTsuGeWeGpJMnQkzIM8ELz7un0I5UXIdR6W58QSzuGoUgIGFmGdDj5NUIghA+BAi+R1WmF821SRo5VMdEDXzyql7c5SmeS17Vqbx4PguWr+SBBx6kafs2Rg90kbTyOFIYiREgkInE6Y2lhrUy40aW8nwaVwxFxIIX4HsS7dFy8pEIUcFEFEI3++p0N7khDy8QsjNl36M9WTEs+mXYPeX7JMorGT/jTGpOP50JEybQ09NTzNlqbW094eQoSRRZuXIlJSUp7rzrNxifp0itu4EPPviQtTes+1xFKhaL8n/9yZ/w0EMP09LaSk3NNH76v/+d1157nZ/83d/zl3/x51x88UV85w//GN/3+M9f/pLm5mb+9M++B3DU418XnJJCNX/+5fzg+39NbW1IqWxtbWX79nq2bN2KdQR7I0mSuPrqq6itqWHjxgfY09Jy1N8lSxKTp0zhtOl11NXVAVDf0MD2bdtpamo65iL5ZUMikWDdDWsxTYuNGzdiHKOT/ImEXKBHu6J4ED1a8n06DrFQDaLYNrPyhVgGCU8ILYWyWnRYWypm5TBknWTgUjZlKhMmT2HihAkEvs++zZ/Qmaxgzvwr2Pz4g2x/922sgvu2VsiCGjToNdQwHVYcNFQlCAtqogzFd9Edi4CQWGFKCtWZHga8JB1CBRHRRBI8JNfD9RSMqMrp5s6DIiQkzyNw4YPomaSCDBMz+0irYayHG0i4iIwT2lECl7ZUJb4oEbPyVGV6h+1WYb+rRVtJVfFn5dm+IsuvNDNAxDQJAhEZl2w0ikSAKwpMnHk2Z61ax31PPkNzczOj+zsY19+FLcvhjg0RQwn1Zh3J8mIrVfT9kPFJMMz1RHVDsXJHsqK4A1Nch+p0D44kH5RF5okSHcnyEafq6ppWiG2voaZmGoIg7M/Z2rnzmBMTDoQkSaxauZJkMsFdd/3muL83o0ePZn2hSN2wbv1BRIZjhaqq/Pxn/8FFF82lpKSEffva+M3dd/Ozn/0c3/eRJImf/ORvWbliOaqq8vTTz/AXf/mX5HL54t91pONfF5ySQjWIVCrJddddyzVLr+Hcc89BVVX27t1H445GNm/eTCaznxpaXlbGsmXXIwgC99+/8bio1oIgMH78eKZPr+O06dOJxWI0Nu5g+/btNDY2fuU8AEePHs0Na9ewY+dOnnryqcPS9k8lyrL9xK1ccbc1SI/OqTqGGkEIAhxJCR3cDzETEf3QwcIXwvZiVaYXzbMLUQ+gu3bovCDJxGyz+PQuCFBdVc3Zk8Yxfva5iJNqqN+ylV2vvEa2cTu+mcHUVDpTFdiKSnW6G8V1UT2n2C7zBJG0HqO9pOqQC2osl8PNyJiKApKA4rtEHZN2vZxetZRz8lsIZGHYIq26Nlag8H50JuVePxOybcVU3cFCNZ42JHzaUpUEohgWqnTPMHdyCAuVI8q0l1QWfza6vxPJ98jKMdy8SHW2h4SdIyAkrciaR92sM5ly8aXc++7H7OvoQHNsatqbkAjIF65fqD2zMSWVttLqoqv74O7uwF2y4Pvork17smKYz2BZbiDMGFNUPFEqEmt6oimykeHMw5FCEATGFnK2amtqqKyspKWlJdxtNTYes8G0JEmsWb2KWCzGXb+5+7iL3mCR+vDDj1h7w7rPXaS+wchxSgvVUGiaxlVLlnDtdddw0dy5JJNJ2trbadq5E8d1mX/55ezc2cT9999/wnZB1VVVTD9tOqdNn05lZSW7du1me/126rfXkzlO/cSpwvTpdSy7/npefe013nrr7S/6dIqQPI8SIzRZFQnwC1wxMQgp3YEAviCR0aP0R45Mh4awHZcyMuiOBYWn+oFIAs2xKM8NFBdUgDNnzOCcSeN4dmsDja5OuVbOmMAjFYuRM/M46TbS+R52uAHJfIZJvXsRgjBRWPE8VM+mI1nBntLRQFgUZd8tMglNQcXIRCh3+tH8sGBm1BjdWgkZ4sy2tlJh9xddxQc9ALujKbYrU3F9mdrcrjCLSY6SF6LEyTHB3UdvLFX065M9l1ED3SBQFCMLgU/MNumJpYYZ+FZk+oibOZqVsRieRrXbzahsF+XGAG16OePPPpvZ8+Zw/+tv05YO7+mkkWVidyuIwjBnc90xCQLYVTm++AAgeR6jBrpQfQfJD/O8bEXFE0RAOKidJ/rh/C9WaOe5kkR2kB5/gjRoqWSSmtoaamtqmTJlMul0mobGRhoaGmk+hGZrKGRJYs2a1UQiEX7zm7uP++F0dGEm9dFHH3PDuvVfueDVrzq+sEI1FLIsc+m8S1i+fDmLFi0klUphWRYff/IJn366+bjcFY6GkpISpk+vY3rddCZMGM/evfvYXr+d7du2n7SZz/HiorlzmTfvEh555FG219d/0adzMAqMQLFASijNDYQamQJjUPJcdNemK15WZAIOhRuIeEjIeKGDecEuKdyNhTqq0NWhB08UcWSVC84/n5pxY3j52d+yxZHY51UxeqALWXYRInEqqkcTKRnFhRU+JdPG07RzJ/3vvUF3bx+C6+JKIUFh0KBXdyxitgFByAG0ZYXuaCk7hAkErkBSyOIJoUef6auAwCSphQqjj6gdGv26UkhfH9ATZInS5Zah2B5jjXZU10URbVJiFkdT6I2nhlHiE2aO0vxAgcgR2h1ltSg9sZJhc0HdNinNDNDtluHJAorgE7PzuJLMuHlLiVaNZdsHT5HL9RdfkzSyjBroRPOcMEdMlovu7HlVp7F60v7WbRAwoXcf1ekebEnGk+QwkReB1rJqeuP754dDMdjudSXppFoiKYrC5MmTqa2ZRm1tLZqmsXNnEw2NDTQ27hhGM5dlmbVr1qBpGr+5++4jjhmOhNGjR7HuhnV89PFH3HDDN0Xqi8CXolBBeFP9/d//hGXXL+Nf/uVfqa2rZf7llzFx4kR6e3tp3rOHLZs3s7t5zwknR8SiUWrrapleN52pU6fQ19fHtu1h0dp3EorkSCGJIkuXXs3UqVO59977aGtv/8LOZaSIm3nKs33k9OHzlqhtkFd1uocsdH4g0O8lSPsJXCRkXFJilpSUQRQO/owTRpZyK8dF58yhrKyEF994i1ZXoF2rIJ+PUpPbPUzoavkqSc/g9IkxJkydxITKSpRUKa3NzexubWVPaytquh9LUlA9N4ysF8OIjUgheXdHbAL7/HBGpAgObiDjIVEl9lAqpyEIUAuWRe4BVkZWoJDzIuBDyskSF/MghTu6Q7UaNcdGcyzEwC96Kx4qwkU2XJysTNLPIghg6FFmXrUCqaSKx555kXJ3N6qwf8CvOxbVA92FpGi76LAueR7N5WPpSZQOOQeL0f2doUDX85ACL/RdDHyay8cWKe9fFoyqrqa2tpba2hrGjBnDvn1tNDQ20LSzicsvvxxFUbj77ruPOYVhEN8UqS8HvjSF6r/9t/+Xa6+9hptv/j1ahpAm6urqWLNmNVdesYDa2lqy2Sx79uxhy9bPaGxsPOF+VqqqMm3aVKbXTae2tgbLskIG4fZ6mpubT5l/ViQSYc3qVaiqyr333X/c/mOnGgkzR3m2n6x+MDHAFmUGogk0x0YgoINy9khj0EQXGRcnkLFRqRwsAgdA1zTWXHctqmPx6KOP0u+ExqY5P0IuF2F6rokBbX/LyQ1kdNugRMviyhIJM0dk7AQmT5rExIkTKEml6PhsC3v3trK7u5cec/8iJAQBUdugI1FOt1zGgBfHDlQUwSUpZUgIuS/MKNwPBNqdCnAhofksuGopkiJz/5OvILsZRkudw88tCCjNh1ZLku8jex4CAf2RBF2J8mH09ISZDR80tFjBMzAUHcu+iymrdCUrTv0fPELEYjFqpk2jbnoddbWh193mzVvYvn07Tbt2HfNMKSxSN/DxJ5+wdu26b4rUF4gvTaGKRCIIgnDESJBx48axatVKFi9exJkzZmA7Dq0tLWzbvp3PPtt2woebkigyadIkpp82nel1dciyTH19A9vrt7NzRzhLOxkoLy9n3Q1r6ezs5OFHHv1KDW01x2JUugezMFwHij6BlqygeB5i4OMh0eWWMqDFGYinik4KYVstYLzSPizIMJlIsH79Ovr7B3jwoYeGXRM7kOkyy5iSbUHFIa+E7UXTVRnlduOkFBxJpirTgyeIWLKKQECFIjF60mQmjBnDqAkTGLAddjc3s3t3M10dHcQKhcpQdYIgnN9EXKvAiFOwpUMTRE4Fcn6EAWkMF186H8G3ef7lNxA9gyq5l6h4CLJAIWBRdywEfExFL/gDDt+xhQ8afQdRziO2QV6J0J08dOvvywJFUVh3ww0IArz11ltMnjKFutpakskku3btKhIyBo6i2Ro1ahTr193AJ59sYs3aG74pUl8wvjSF6lhRVlbGiuXLufrqJcyePRtRFGndu5eGhgY2b95y3BqJw0Eg9PQaJGMkk0l27tzJtu3baWhoPGG/b9KkSaxZvYoPP/yo6IH4lUIQUJobCL3nChETiudiSxKK62MrcsgCDBS6nTIq3D7a45WktbBl5wUiRqAxXmlDE8JiVFVZyfr169ixYwdPPfX0IfU1vW4S15AZm+9E901cZETBQ4p4ZBNxfFEkbuZIGRkUzwUBDFmjP5okahmU+zbl02qZPGYMY+MRvI59dPT08JkcZ2vPAHouQ4mRRvbChxNPFEnrcQYiiS+kWCXica5ddSMNLf08+dzLyL5JXMoXr9nxYr+mSyjS0yXfQ3csuhJlBxWwLxNURWH9+nX4vs8999437GGmvLy8wCKsZcKE8XR3dxcJGa2trcPGCV+mIjVz5pk0Nu444evZVw1f2UI1FLFYjKVLr+baa6/hgvPPJxqNsm9fGzt27uDTTzcf9enpeFBZUcH06dOZPr2OUaNGsWfPHrZtDxmExxu4Nvvss1m8eBFPP/MMn3yy6QSf8amDEPhEbZOIZSLiYyg6ou9TZqSLWiEXiQ63goSTxVEV9sWrgcEdFYxX2pAEn4kTJ7J2zWrefucdXnvt9cP+ziCAXBDFshU0xyEimCiyQ6AJw+ZBku+heC4BIWEiEEQU1ymk8+ZJWAa6ZxMvK6d0cg1jamrRx4ynrbGePXvb2NnZhWkYYQik69CRLB8evV6IyAi1YeHu7UiFTPQ9QDgms9vSkhJuvvkmdu9u5oknnjjhwti4kaXUyCD7HgEQCAJpLUZ/LDliXdSphqqq3Lh+HY7jct999x2x26FrGlOnTaW2ppaammkA9PT00rq3lZ07dnLdddfyyaZNrFnzxRapa65Zyk/+9sd8smkT7e0d/PjHf4tt2187A4OR4GtRqIZCURSuvPIKrr/uOi6++GLKy8vo6OigqamJTZ9upuskeGAlk0mm19Uxffp0Jk6cQEdHB9u317Nt+/YR/T5BELjiigWcfdZZ3L/xAZqbm0/4OX7RSJg5KrJ9w0StfV4SzxZxZZmORAUOMmagUSn2UCanOeP007nuumt55pnf8vEnn5zU85M9l9H9nVRk+8loUUxVw5JVZN9jvALVY8cz+pzzqayspKOjk93Nu+ncvo1Wy6W3EFEh+R6luQFiBT/BQBDIqTq90dQwRwwIiRMJMxvaGQkCOTVCRo8fViA9iKrKSm666Ua2bN3Kc88+d9J23KrroLkWQhA62JtDTIa/bNA0jRvXr8OybO67//5jcooQBIFxY8dy+eWXM2HCeCRJYmBggJ/+x8945uln2LFz50k886Nj3LhxTJ9ex9/84Adkshnuvfc+nnjiyeMOdvyq4mtXqIZCkiQuvPBCVqxYzuWXXcqYMWPo7u5m9+5mPt28mb17957wp5OIrlNbW8v06dOZNm0q6XS6WLQOFQipKgrLly+noqKce+69j94vGTX+REFzbKoy3biiXGTG+QFgCOyITqRHK0XCJSlmKZXSzL3wPC6/7DIeePAhduzYcfJPMAgYM9CJ6Pv7M7gKqE5344oSPfFSItEoEydMYNKkSYyJ6+QllXpXoH57Pdltm0nl0+TUIdlQtkk6Ei/aJUHYXqvK9KB6TjgvK+zCslqMrnjpIZl+AGPHjGH9+nW8++57vPraayf1cnxVoGkaN924HsMwP5fmsrq6mhvXr6OhoYEHH3qY+fMv55KLL2ZfWxvXX7/8lKY0CIJwyHXpRz/8G2pra2loaOCX//l/TspD95cVX+tCNRSCIHDmmWeyetVKFlyxgCmTpzAwMMCePc1s2foZTU1NJ5zRp8gyU6dOZfr0ukMGQsZiMW64YS2mabJx4wNfqB3SSUcQkDIylBj72YtCEJDTorRHy3EEBVnwUASPhQsXcuaZM7jnnntPqTxg1EAXiucME8USBJTnBgiA/miiqGkSgoCUZxOdcRYT55xH7cQJsP1TWto72N3WQUtrK47jIHsusu/RlqosFuhUPn2QeHlQ4NuRLCevHqw1mzxpEmvXruGll17m3ffeO6nX4asCXdO46aYbyeXybNy48XMXqU2bPmX1mrXFdl80GuXiiy7i+RdeOGXtNkmS8DwPVVWRZRnXdYe1H2+68UbmL7icXU27+Ol//OykjDW+jPidKVQHYsqUKaxevYqFC6/ktOnTMU2TlpYWPvvsM7Ztrz+i2v14MDQQcvr06UWWY0tLCxsfePBze5l9JVDQJ+mOVUgPVocxzyRJYlkhyO43v7n7lEe3JMwclZle8gWnifB8TXxBxJIV4nZoXBsIArLvkVN1euKleKKE6rnMUHzGTKtl4tSpJJNJ9u3bx+6mnXQ2NrBTjRfJCdXpblTXKUaoDP393fFS0gdYD9XV1bJi+XKeevppNm36JiQUws7FTTfdSCaTYeMDDx7397W6upr1625g8+YtrFq95gudSQ3upML4kdsx8gaWZfGnf/ZnwzKrbr7pJhYuvJKnnn6a++67/3diZvU7W6iGorq6mlUrV7B4yWLOmjUL3/dpbd1Lff3RjXOPB6edNp3ly5axp6WFRDxOWVkZTU272L59O/X19cedj/NVhq5prF27BlmWuefe+44oUzhZEHw/1BtZYb4UhNlcvbESTFklZptE7DwiYCgaOTVanCkJvs+odDey72EqGqlUiokTJjC5ooyqMaPpLh9DfVMT9fUNODu2kTBzwxl0BQp/V6J8mAZt5swzWXr11Tz8yCNs3/4ldCX5AhCJRLj5phsZGBjggQcePG7Pyy9TkRpENBrllZdf5NVXX+Ojjz9mwfz5nHXWWSy95lrahwj+f/g3P+C8889j2bIVXyn5yvHihBeq6uoqfv3rX+F7Htddv3zYsZKSEv7t3/6F+ZdfjmEY3HHHBv713/7nCTt+IpBKJbn+uutYunTpEOPcvTQ27mDzluHGuceDiy++iEsuvpiHH3mE+voGIKTan1ZgEI4dO5aWlla2b9/+OxMImUwmuXH9Ovr6+njwwYdOmj5tRCjMixTPDSPqZe2oBIdBxKw8ldm+MERSDIMWxSAgW17NmJlnU1dXx7RpUzE62mh9+Vla2jpo7unD9z2itoUjycO89M4791wWLJjP/fdvpGnXrpP4R391EI1EuPnmm+jt7eOhhx467iJVVVXFjevXsWXLFlau+mKL1GC7D0IJzJ/8yXf5/vd/AIRpCf/2r//Cueeew1VXXzOsWL3y8ku88eab/OAHf/OFnPepxAktVBdccD6/+PnP2bx5M6WlJQcVqjtuvw3P9/je9/6CkpIUt992Gxs2bOD2OzackOMnGrqus2TxYq67/lrmXnjhMOPcTZ9uPibigyRJXLP0aqZMmcI999437IYbing8XgyEnDx58tc+EHJwwWhoaODpp5854VTrU4qCqDZu5VA896DEXwjvg0mTJnFGVRlTIgqK59LW1s7unj629GXoL6y78y65hAsvvIC7776H1r17v8A/6suDaDTKLTffRHd3Nw89/Mhxz5T3F6mtrFy1+gstUqIo4vs+ZWVlfPe7f0xtTQ3jJ4xn7dob6OwMyRKpVIr/8c//xOw5s4cRO666agnLly/j29/+wy/s/E8VTmih+su/+HNeePElamqmccPaNcMKVUVFBVu3fMqss2YXF+klixfzgx/8NRddPO9zHz/ZkGWZyy6dx7Lly5h3ySVUV1fT2dnJrl27+XTzp7S1Hd6HLxqJsGbNamRZ5r777h+xU/vXPRBy0qRJrF2zmjffeovXX3/jiz6dE4cgQCjQ049E6ZY8j/HlpUytqWHazJlUjR7Dnj2hfVhlZQV33vUbOjs7D/v63yXEYjFuufmm0K3l4UeO+4FmsEht3bqVFSu/2CI1iGQyyWuvvsyuXbsxTYPLLruMP/rj7/LMM78ttvWSyST/63/9G5fOm8ess2aTz+eZNnUqTz31BEuvuY7GxsYv+K84uTgpM6q1a9ccVKguu+xS/uOn/5uZs84u/qyqqpItmz9lytQazjlnzuc6nj2FMR2iKHLOnDmsXLmC+fMvZ8KECaFxbvMeNm/ZTPMQ49zJkyZxzTVLaW/v4JFHHjnuttbXLRByxhlncO211/D008/wyaavrrj5RCKVSrFi+TJGjx6NKIr09PRQ39BAfX3DIaUNvyuIx2LccsvNtLW18+ijj36tipQkSfzBH/w+VVVV/MM//CMAf/VX/501q1fxV3/1fZ5/4YWiLqykpITTTz9tWMzPpZfO49VXv/5SBfno/+TEoKy0jN7evmE/6+3tQxRFKisrPvfxU1mofN/nvfff57333weGGudewU03hkyklpYWXM/jrFmz+OyzbTz44IOfa6FxPY/GxkYaGxsRnnyqGAi5ZMni/YGQ9dtpbPjyB0JeeMEFXHbZpWzc+MAXLqj8skCSJBZeeSWRSIT/+NnPsS2LqdOmUldbx/p1N+B5Hg2FotXU1PTFzvFOIeLxOLfcfBP79rXx6GOPHXcXoaqqMixSn312woqUqqr80z/+A0uXXo0gCDzy6KN8//t/M2LBsaIo/Ol/+3+ZO/dCXnjxpeLP/+mf/hlBEPgf/+OfCP4i4IUXX8R1Xfr7+w/KovtdKFJwjIXqkksu4Y7bbz3ksXXrb+Tddw+v7zjUDSYMuly73uc+/kWivr6en/zk7/jJT/6O8ePGsWr1KtavW8eECeNxXRdRFJk5a+YJM84NgoA9e/awZ88ennvu+WIg5EVz53L9ddd9aQMhBWDhooWcOWMGd2y486TkjH0VoSgKa1avIhqNcvvtd5Av+Lp99tk2PvtsG6IgMH7CBOrqalm0aCGJRIKmpia219fT0NA4LIPp64REIsEtN99Ea2srjz3+xOcsUuvZ+tlnrDyBO6m/+cH3qa2t4dLL5hMEPr/8xS/467/67/zk7/7+sK8ZnEkBOI7Dvn1taJrOpfPm8cQTT7B7d+hK84//+E/4vs9Pf/rvfO/P/4InnnjyhJzzVxXHVKhef/11pk6rPa5f1N3TQ1lZ6bCflZeFTsxdXV2f+/iXBXv37aO0pIR4PMaNN93MhAkTuPqqJSxauJAlixeHxrn1DWzecuKMczs6O+no7OTVV18rBkLOOGMGVy1Z8qUJhJQliWXLrmfUqFHceuttvxNsxpFA1zTWrbsB3/fZsOHOQ+Ym+UFAc3Mzzc3NPPfc81RWVFBXV8fss8/mmqVL2bt3H/UN9dTXN3ypvgufB8lEgltuuZk9e/bw+BNPfq4itX7dOj7bto2VK1efMKmJIAjceON6Vq9ZW5yZ//BHP+LJJx7n7//hHw9L9PB9n0Qiwff+7E/50Y//lrt+8xsy2QxrVq/iW3/wB9x2++3s2rUbgH/+5/9BNBJBVdQTcs5fZZyy1t+mTZuorKxkVHV1kb02e85s9uzZg2man/v4lwXXXLOUK65YwOIlVxVvuF/96tfEYjGuuWYp115zDRddNJcrr7yCffv2sWPHTj7dfOKMc/v7+3nnnXd55513hwVCXn7ZZfsDIbfXn1JLGF3XWbtmDZIkceuttxV3DL/riMVi3Lh+Hel0hgcefHDELaOu7m66urt54803icVi1NbUUFdXx6Xz5pHJZKivb6C+vp49e/Z8JVmUqWSSW265mV27d/PkE08ed8u8qrKC9evWsX37dlasWHVC9ZBTJk8mGo0OM4/euvUzZFmmrq6Obdu2Hfa11dXVfPe7f8yoUaP4oz/+Lo8++hiKonDtNdfwrT/4A2697bbi2vHDH/34hJ3zVxmnjEwB8POf/weRSITvfe8vSCaT3LnhDh559FH+9//+6Qk5/mVBLBYllzu8YHXQOHfZsuu5+KKLKCsbapz7KV1d3Sf8nA4VCDlo53QyAyEHNVKDupffldnK0ZBKJrn55pvYu3cfjz722Am5/oosh/lLdbXU1dYiSRKNjY3U1zewY8eO4065PZVIpVL83i03s2PnTp5+6unPV6TWrw+L1MrVJ/xh9pxzzmHj/fcyZWrNsJ9v/vQT/q//+//htSFejEO9+wb/9xlnnM7G++/j7bff4dvfCenlq1at5OqrrqKtvZ1bf33rN/PbITilhSoWi/Jv//qvLFq0ENd12bjxAX74ox8Xv6Sf9/hXEYPGuStXLOeyU2Sce6hAyIaGBrZtP7GBkNVVVaxfv476hgae+aprpE4gysvLufmmG4vasZNxVQbz0+rq6qirq6W8vJxdu3ZT31BPQ33DcUfRnEyUlJTwe7fcTENjI08//cxxv09lZQU3rl/P9vp6VqxYdVI6LnPmzOGBjfcdVKi2bN7EH/3Rd3nzrbeG/VxV1eJsbLBYzZhxBvffd++wYrV27RpWrVzJP/3z/+CDDz444ef9VcU3FkpfIgiCwKxZM1m1ciULFsxncsE4t7m5ma1bt9K0a9cJL8rFQMiCM0YqlTohgZBFjdSbb/H6G18jjdTnxKhRo7jpxvV89NHHvPjSS0d/wQlCaWkpdbW11NXVMmHCBDo7O4vU9y8DqaW0pIRbbrmZ+vp6nvnts8f9PhUVFdx048ktUgCTJk3k3XfeZtz4iUWClCAI7GnexfwFV9LY2Mhll13KK6+8iiRJbLz/Pnbs3MFf/uVfFf9tEAScfdZZbNx4H4899jjf+/O/AGDy5EnF1t83CPFNofoSY9A4d9HCK5k+fTqGYdDS0sK2bdtOinEunJhAyBkzzuDaa675xkT1AEyYMIF1N6zl9dffOOiJ+1RC13VqaqZRV1tHTc20Yhu4vr6BXbt3n5T76kgoKy3llltu5rNt23j22eeO+30Gi1R9fT3LT2KRGsT2bVu58aZbijufM8+cwdNPPcm0mjpmzZrJv/+v/8niJVdjGAZXXbWEH/3whzzy6KP8/d//A7C/WP3sZz9lzerVvPDCi6xbf+NJPeevKr4pVF8RVFdXs3rVShYvXsysWTMLxrmtbK9vYOtJMM6F4wuEnHvhhVx66Tw2bnyAnU1NJ/ycvqqYNnUqq1ev4tlnn+PDjz76ok+nCEkUmThpEnV1tUyvq0PXdXbu3Mn2+vpTEoFeVlbG791yM1u2bOW5558/7vcpFqmGBpYvX3lKCFZ/+Rd/zsUXX8R3/vCP8X2P//zlL2lubuZP/+x7TJw4kf/85S/41re/Q1tbG6qqcvlll/Ev//LPPPjQw/zdEAr7LTffRFtbO5qu/c7T0A+HbwrVVxChce71LF16Neeeew6KorBv3z4aGhrZvGUz2eyJ19UcLRASQWDRooXMOOMM7r77HtoO42X4u4jBpOLHHn+crVs/+6JP54gYVV1dnGuFO+qWIvX9RId6lpeX83u33MymTz/lhRdePO73GSxSDQ2NLFu+4pSxgCVJ4ic/+VtWrliOqqo8/fQz/MVf/mWRSPWr//r/EU/EuemmW3BdF0VRmH/55cVi9Q//8I+cOWMGGzbcznf+8I94//1vZlKHwzeF6isOXde5aslirr1uiHFuWxs7dzbx6eZjM84dKQ4OhPRxHBtJkthw511f25Ti48Hs2WezeNEiHnjgQRpPRVLxCUQykaC2tpa6ujomT55EX19fONfaXk/r5yT5VFRUcMvNN/HJJ5s+16zuiypSR8JQssT3/uzPeOKJJ3no4YeB0DP08ssv4//85y/p6uqirKyMX/7n//nSMZe/bPimUH2NMGicu3z5cubNu4SqqqoRG+ceLyKRCLfcfBOxWIwgCFBVlcbGRrZvr6dxx44vhZ/aF4W5F17IvHmXcM+997Fnz54v+nQ+F1RVZerUKdTV1lFbW0MQBEVLp51NTcfkuFJZWcktN9/Ehx9+xMuvvHLc5zRYpBobG7l+2ZejSA2Fruv8+Mc/pKKigp//7BfDPC3Ly8v//+3dd1iVdf8H8PcZICJwmKIGIktQcOEGUUEB2RsHw2w9lT31PKZZWllqjl9qpWlqWikgaIq4cE9siFqyDxsOyB4OUEDB3x9w7jiPDOEc5D7weV1XV3W+eHMo8c09vp83xltZobKqirnH1VYFPaGg6rWYwbn+vrC3azk4Nw8JiUkQiURSf1MI1NQQFBSI8vIKHImKwtOnTzF48GCmW6svF0La29thvJUVwsLCe91lUC6HAz19fZg3XyJUU1NDdnZO06Pv6Rntzt0cOHAgFoYEI+7mTanm1GlrayMocAEyMzNZE1ItxyOJQ0ddXR0/7t6FBw8fYOfOXbh163ab4+AopNpGQfUCvv1mC4KCAiVee/PNf+FodDQAdhQ+dmTEiBEI8PeDg8NsmJqa4uHDhxCJ8pGckoKMjIxOP/YubkcVpqXh9OkzrX6T9cVCSA4AZxdnmA0fjtDQMJRXVPT0W+p22lpazH0tPT09FBYWMfe1WtaU6OrqIiQ4CDfi4nDtWmzXP584pLKy4O3t2+0PfLwIPp+P3bt3IjQ0DJcvXwHwT/hoaWnhhx+24/Gjx4g5fRpHjkS98BQS0oSC6gVEHAhDRORBHD9+otV1thU+dkQ8OHeOkxMsLS1QX1/fFCJpwhcanGtoaIi5Af64/ttvuH79txf6nK0WQjZ3a/WWQkgulwsvTw+88sor2B8aJrOxWPJkgLIyTIebwmy4GYyNjVBTU4O0tDSUlpZh9uxZ+OOPP6XaV9cypHx8/PCIJWfpg3R1sXHjBlyLjcXevT8xZ1fiv6urq2P58o8wzGAolJWV8Z//LkFNTQ1TjkjaR0H1Ai5dPI+ly5bjr1YeK2Z74WNHtLS04OvrDRcXF1iNGwcul4uCggKkpWcgqZXBuaMsLeHu7oaTp04hISGxS5+zNxZC8nk8+Pv7QSAQIDQsvNdONO8MPp8PQ0NDjBs7FiNGmOPp06fNl4HTkZGZ2ektFVpaWggOCkRWVja8fXxZE1Jii15diI8/Xo4ZM+wkfvgSn1kpKSnByMgI//ngfQwdOhSDBunivffex/XfXuyHvb6MguoF3Pn7NhQV+0FdXYCqqiocPnwE69ZvQF1dndSFkC+zR6sjAwYMgIe7G9zd3TF58iQoKyujsLAQGZlZSExMhKuLC4yNjRB+IALZMtoj1RsKIRUVFTF/3jzw+TyEH4hgxf0SthgyeDCCg4MQG3sdeXl5zCVCbW1t5ObmMSOd7nVw9snGkOJyuVDu3x/VLX4o2bXzB5SVl+OLL75s9/Le4MGDoaOj3eUf9vqalzY9XZ65uXviyZN63L//AJaWlti29Vso9uuHTz5ZIVeFjx2pqalBRORBREQehIKCAhwdHODt7QUbG2vY280Eh8NBWloaHj6U3Zw4eS+E7N+/P4ICF+Dx41ociIiQSd9Yb/HKkCEICgrE1WvX8OefNwA01eBcunwZ6urqMBvetMnYydERZWVlzKPvRUVFEvMPNTU1m0Iqm10htXfvjygvK8fZc+eYfWCnYmIwNyAA/fv3x8OHD597SEL870VFRawYXSUv6IwKnS+EdHRwwM6dO2BkbApvLy988MH7mGlnz6wrKCigqLAA46wmYML48e2u5+fnd88XJSNKSkrY+cMOjB07Frdv38b48VYtBufmIiExqVsG5wJgCiFHmJtDR0cHubm5zDgnNhRCqqqqIjgoEOXl5TgSdfSljx5iMz09PQQFLsDly1dwI67tQlWg6feYSXObsampCerr61FRUdF8xpWOeXMDkJ2dAy9vH1aElNjYMWPg6OiAxYsXIzQ0FJevXMHFi5dw4sQxJCYmYcWKlT39FnsNCqouMDE2xu+/X8fgIXqwtrbG9u+3SlzaG6Sri6SkBOjpG2DixIntrrP5MhGPx8PRqMPg8fkICgpBVVVVG4Nz7yEvT9Rtg3MBMIWQ5mbmGDpUH4WFhUy3VkUPPFmnoaGBkOAg5Obm4sSJkzQZvgV9PT0EBi7AxUuXOj1tgcflYqiBAWbZ22HIkCHgcDi4f/8+Vq9Zi1OnYnrk/3VHxowejaCgQBgbG6OyshKnT5/Bq4sWYtmy5RAKhT399noFCqoucHZ2xpdfrsKkSVOgpqaGNGEKxo0bz9xAdXFxxto1q2E1fmKH62w3x8kJV65ebTNQjY2N4O/vDycnR5ibmeHx41rk54uQkpIKYVr3DM5tWQhpbGz00gshB+roIDg4qGk+3blz3VLTIa+G6usjMHABzp+/gFu3b3f5OJqamggJDkJpaRmOHT+OWfb2GD16FG7dvo333/8A2dk5MnzX0uvfvz/69euH9eu+grq6ADY2Nli9Zi327Gn9Sg3pHAqqDhgYGMB5zhzEnD6N4uJijBs3Ftu//x7bt29nHi/vLYWP0ho0SBf+fn5wdp6D0aNbDM4VpiE5JaVbBue+7ELIV155BYEL5uPPGzek2gvUGxkMHYoFC+bj3LnzUg3eFd+Tys3Ng6eXN3O5b5CuLhwdHXEk6ki7xaQ9zcTEBJ4e7njzzTfg7uGFjIyMnn5Lco+CqgPa2tr47ttvYGVlBVVVFeTm5mL37j3YHxrKfExfLHzsiECgBm8vb7i6uWDihJczOLfdQsiszo35aY2hoSHmzQ3AxUuXEBd3U0bvuncYZmCA+fPn4czZs/j77ztdPk5bISWPtmzehBtxcTh48FBPvxW5R0FFup2SkhJcXJzh4eEOG2trqKqqMoNz4xMSUFVV1fFBOqmtQkihMA1p6emdnmZgbmYGHx9vnDoVg/gE6thqydDQEPPnzUVMzGmJeXadJb7vl5eXB08vH7nfi7Zx43qoC9Txr7ff6em3IvcoqMhL1TQ4dwZ8fLyZwbklpaXIyclBQkIisyla1lorhBQK0yAUCjsshBw9ehTcXF0RFXUUwrS0bnl/8srYyAhz5wZItQEckAwpL29fVm3b6KoVKz6Bvp4e/v3+BzQySUoUVKTHiAfn+gf4wc7ODkP19VFZWYnc3DwkJslmcG5rOlMIOWnSRMyyt0fkwUPIyWHXDfyeJi6DPHHiJBKTkrp8HHFIiUQieHr59IqQ0tHRwbWrVxAwdy4SE7v+34Y0oaAirDFixAgEBPjBYfb/DM5NTkZGZma33NNrrxDSyMgQU6dMQVj4Ady9e1fmn1uemZqYwN/fD8ePn0BScnKXj9MbQ0qsf//+rBiY2xtQUBFW0tfXh7+/H5znOMHCQjw4Nx+pQiFSU4XdMgGiZSGkhYUFeDweUlNT8fffd5CTk4OGXvzwS2cMNzWFn58voo8dQ0pKapePo66ujpDgIOQXFMDT07tXhRSRLQoqwnriwbmuLi6wsrICh8NpHpybjqSkZJn+1MrhcODu7gbDYcNw6fJl6DU/kNGvX7+mcU5CYZ8uhDQzGw5fHx8cjY5GamrXN7OKQ6qgoAAeXQip3lC9Q14cBRWBoqIi1q/7Cm5uruBwODgaHY2VKz9j5Q1gFRUVuLu7waN5cK6SkhKKioqQkZmJxMRE3L/f9TmEPB4Pvj7e0NbWRmhYOB4+fMistVkImZ4u90+nvShzczP4eHsj6uhRCIVdf6jkn5C6Cw9Pry6dSfW26h3SPgoqOcDhcKClpYXy8nKJIZctG0WlsWb1lxg7dgzefOttPHvWiB3btyM+Ph6r16yV+tjdSUFBAY6ODvD2ahqcq6mpieLiYmRnZyM+IRHl5eWdOlbTMFElhIcfwKN2ztL6YiHkyBEj4OXliSNHopCWnt7l48gipIDeXb1DnkdBJQcUFBRw7twZ/PjjHhw4ECHTY3M4HGRnZSBg7jxmLpuFxUicPHEcxibD5WZTMo/Hg7W1Nfx8fTBjxnSJwbnxCYkoLCxs8wlCpX79sGDBAjQ0NCAyMhJ1nbis1xcKIS0sRsLTwwOHDx9BuhRTFsQhdffuXXh4ekucsXZWX6neIU2o5kMOPHnyBOfOncfIkSOZ15Yt/RAPH1Zjf2hoq7v3hw0zwOPHj1FSUvrcWktGhoZQVlbGnTv/bNRMTk4Bn8+HmZkZUlO7frP8ZWpoaEBsbCxiY2MlBufOnj0Lr7+2CPfuNQ3OTUpKQk5uLhPAOjo68PP1wb179/Dr4SOdvtxZXV2N27f/wu3bf0kUQk5d9GqvKIS0tLSAh7s7Dv16GJmZmV0+jkAgYELK08tHqpAC+k71DmlCQSUnLl68iO++/QbfaGnhrbfexLy5AVix8lOJBwnElwUtLEZi/bqv8Ndff2PtV+va/cNXQ1MTNTU1zz1Fd+/ePejo6MhNULX07Nkz3LkTjzt34rHy089gYmKMAH9/ODg6YN68uXj8+DHy8/NRUlKCGTNmoLS0DAcP/Sr12WNdXR2SkpKRlJTMFEKam5shIMAfQHMhpDAN2VlZclEIOXrUKLi5ueLgoV+RlZXV5eMIBAIsDAnG3cJCeHr54EEHG6yBzlXv3Lp1C6tWfYmdO3fgk09WtPoDAYfDAQA8fdrQ4TphHwoqOZGVlY3MzCz8uHsXnjx9Av+AeUhPTweXy2W+8cR111s2b8alS5ew5ZtvOzxDaOunfA6HgwYWPkzRFZmZWVi3fgPWrd+AwYMHwc/XF97e3rCzs0NjYyMePnyAsWPGyHRwbstCyJMtCyHnOMlFIeSY0aPh6uqCyMiDyJZio7NAIEBISDAKCwvh6en9QiEFALGxsTA2Gf7Cnyc7OxsqKirg8Xgor6iApqaGxLqWpiYAoKysrMN1wj4UVCwnPkuaOGECHBxm4+atW1j83r+ZdtCWZwEKCgpYsuS/4HA42LR5CxoaGqCvr4/p020RHn6g1eNXVJRjwIABUFBQYM6qOBwOBAIBSnvhN21RUTGuXruGxYvfxQ87dyE7Kxtubq6wt7eDk5Nj8+DcdCQmJclscO6zZ88gEokgEolw7tx5phDSxtoaXp6erCuEHDt2DJznzEFERCRycnO7fBzx5b6iwkJ4dCKkusJ0+HDk5uWhoaEB8fHx0NHRwSBdXeY+odV4K4hEItTW1na4TtiHHqZgOS6Xi/nz52Hph0tw4EAEpk+3hbuHV6sf6+jggHfffQc/7tmDU6diAADr16+Dvd1MTJ5izXxcy1ACAGFqMoJDXsXNm00TwUeNskTMqZMwMTXrlmqOnqSmpoZbN29g69Zt+H77Dub1psG5LvD0dIf11KnM4NzMrGwkdNPgXIB9hZBW48bByckRERGRyM3L6/JxmJAqKoaHp5dMQ4qqd/oeCioW09TUxObNX0NNVQ07d+1CfHw8wsNC8c677z13Y5vH4+GzT1di4MCB+HDpMubeVVzcn9i9+0fs2bMXPB4PDQ0N2Lzpazx79gxLl30EHo+HpR8uwbRpNnjzrbfR2NiAH3bsQF5eHpZ8uLQnvuxuZ2xkhKzs7DbX+Xw+Zs6cCR9vr38G55aUICcnFwmJ3Tc4t7VCSPE4p5dRCDl+vBUcHRxw4EAE8kSiLh9HHFLFxcVw95BtSAFUvdMXUVCxmI6ODl5//TUcOnSIaTQ9Fh2F6Ohj+PmXfRJ7qiwsRuKjZctw5epV/PzzLwCaNqne+fs2plrbSDSi/v5bLEJDw/DDzl2wtp6KWfb2GGZoiBnTbcHj8RATcxofLV+OmppH4HK5ANBnv4G5XC4mTJgAf3/flzo4938LIevr6yEUCrutEHLihAmYPXsWwsMPQJSf3+XjdHdIkb6J7lGxWFlZGTZs2Cjx2oWLlzBr1ixERB6UuJ4+bNgwKCoqIK1FDcW8eXORkpqKnJxc5jUzMzNoaGji8pWrAJpm6gUFBeL06TPIzc2FkZER4uLimAbVln8gioNRTU2tz/wB1NjYiLi4OMTFNT1lxgzOdXBASHBQ8+BcEZKTU2Q6OLe+vh4pKalISUmVKIT08faSeSHkpIkTYW9vh7CwcOQXFHT5OAKBWnNIlXT7PSnSt9AZlRxqeRNYzN/fD0GBCxCycBHu378PALhy+RKORkfju++2Mpf9Pv54OaZMnox58xeAz+djw4Z1GGU5Cq8uWoScnFy88cbreOP11/DpZ58jKDAQqqqq2PvTT4iJOc18rrDQ/bhw4QJ+2bf/pX7dbKOvr4+5Af5wcnJ8aYNzZV0IOXnyJNjNnImwsHAUSDEhXiBQQ3BwMEpLSuDu4cX8HiREFuiMSg61DCnxWc4AZWUIBOrMHxBKSkpQVxegsqISwD9nRp4e7og8eAi1tbUYOXIkDAwMsH3HDuasq7CwEEZGRggOCsL327djlr09VnzyMe7du4fff/8DABAefgABc/2xb3+oXG5ilZX8/Hxs2rwFmzZv+WdwrqsrnOfMgYuzc7cMzn0GoODuXRTcvYsLFy8yhZATJ06Au7tbpwohp06ZgunTbREaGoa7UtwDE6ipNodUKTw8vSmkiMxRUPUSevr6yGgeb8PlclFfX4+jR6Ph4+ONY8ePg8/n4+23/4Vhw4bhavNlP7PhwzFgwABcvnyFOc4oS0ucPXsO6zdshFAoxM2btzDNdhpcXV2ZoOLxebCwsOjTIfW/KioqsHv3HuzevUdicK7ttGlwmD0bhYVFyMzKREJCokwviZWVl6Ps+nXEXr8uUQjp6OjAFEIKhcLnthpYW0+F7bRpCA0NQ2HzVoeuEKipIjgkpDmkvHCvl846JD2LgkrOicMiJTkFxsZGUFZWZkYqHYiIhLm5GZKTErBv337Y2trit99+R2ZWFlQGDMDYsWMgyhMxmxz79esH8xHmSEpKYkIPAAYOHCgxoULvFT0kJSX1qXtVnVFdXY2IiEhERERCQUEBTk6O8PLyxDQbG8ycMRMlJV0bnNuRBw8eIO7mTcTdvClRCGlrO40phBQKhTAwMIC19VTs3x+KIimeYKSQIi8LBVUvcSf+Dlav/gL9+/dngiojIwPzFwQBaOp0Sk/PAI/PQ3V1NUaMGAGr8VY4/Oth5hhWVuOgrKwMYVoaGppH/AwdOhTaWloSI2vq6mrB5/HB4/Fe2tcnr548eYKTJ0/h5MlT4PF4sLGxhq+PD2bOnAEbGxuUlTUNzk1IbH9wbmc9rq1FfEIC4hMSJAohQ0KCwefzkZqaigEDBoDH5XapEFJ8ua+slEKKdD8Kql4iOzsHXl4+EvdCWj5aXlFRIbHPhMPhoPZxLa5cvca8NmnSJFRVVkkU4vn4eCM9PQP5zY8sKykpYeDAgeDxeN22Cba3amhowLVrsbh2rWlw7tixo+Hv549Zs+zx+muLUHXvHkStDM6V1pOnTyFMS4PuIF3U19cjJuY0Bg3Shbu7W5cKIdXEIVVWBncPCinS/eipvz6k5b6r1tbCQvej4G4BPv/8C2YixYXzZ3HyVAyzY19DQwM7tm9DfELic4/Ov2xLlvwXKz75WOK11WvWYuvWbR2WQbKtLFI8ONfR0QHm5uZ49OgRRKJ8pKamSpzhdtXMmTMwccIE7Nu3X+J+VWcLIVVVVbEwJBjl5eVw9/BEVdU9qd4XIS+CgqqPai20Bg7UgYaGJrMXS1tbGynJiZjt4IiEhEQAwIwZ07F+3Vd4619vIykp+aW/75Y2blyPfFG+xCgksY7KINlcFjl48CD4+/lhzpw5GD16FBoaG1GQXwBhWhpSujA4197ODlZW47Bv336UtXNPrNVCyDQhCu8WIk8kkggpD09PVFbek/IrJeTFUFCRNpmbm+Odd97GypWforq6Gpqamnhv8bswMzNDYFBwT789/PLzT4g+dgzR0cckXu+oDPLZs2dyUxYpEAjg7eUFN3dXTJwwAXw+H3cLC5GRno6ExKRWz3pamjXLHmPHjMG+fftR3onZgeJCyFGWljAwMEBDQwOePn2KoqJiOM1xopAiLxUFFemQuPL+9ddfwyx7e0RERuLEiZM9/bZw4ng0TE1NoaqqipqaGsScPoNVq76AtpYWfv/9OvT0DSQ23eaLcuHo5Iz6urp219nawSUenOvl6YGpU6dARUUFRcXFyMrKQkJC4nP3DJ0cHWFpaYFf9u2XasDtkCGDERQYiMbGZwAHqKyoQMzpM4iJicEff/xJ2xRIt6OHKUibxAHV2NgIbW1t/OeD97F58xacOXO2p98aAOCNN98Cj8dHRUUFjIyMsHnT19ix/Xt88+137ZZBPnr0SC7LImtraxEVFYWoqCgoKCgwg3NtbW0x3dYWpaVlyMnJRkJiEjzc3aCjo4Mfdu5CZWVllz+nqqoqvL28IBLlw8PTAzU1j2FrOw2uLi5Yu2Y1Zs12lOFXSEjrKKhIm8SXwKysrLDp6424ePESq8YmlZSUMv+cmpqKJR8uxbWrl/Hd1q2tfry4DLI3lEU+efIE58+fx/nz58HlcjFx4kT4+fnAzs4OU6dOBQCkp2dARUUFVVVVXTrrUVVVRUhwECorK+Hh6cFc7rtw4SIuXLgoyy+HkHZRUJEOFRUVYdu27TgaHd3Tb6Vd2dnZ4HK5KC0tbbcM8smT+l5VFtnY2IgbN27gxo0bWL9+HdzdXHHu/AVMmjQRC0OCmcG5SckpyHzBwbktQ8rdw4PuSZEeRUFFOlRUVMT6kAKA4cNNUV1Tg+LiElRVVWHMmDG4davpYQlLSwsAgEgkQl1dXbvr8uqrr9bCydEBzi5uzL43ZnDuHCf4+/mirq6uw8G5TEhVVVFIEVaghymIXBowQBmL330XR45EIb+gAKamJvju229w7VosVq9Zi+UfLWu3DLKjdXnk6OCAlNRUFLRR1aGtrQ1fXx+4uDjDatw4AE0DbtPT0pGU3DQ4VyKk3D1QWUmbuknPo6AicklRURHfb9sKGxtrqKuro7CwCGHh4di27Xs0NjaCx+Nh9eov4efrA0VFRYkySAAdrvd24sG5nh7umDRpEpSUlFBcXAyBQICSkhK4UUgRFqGgIqSPEw/OXbgwBGNGj8aUqTZSPSlIiKxRUBFCCGE1bk+/AUKI/NHVHYgTJ47hWHTUc2vq6urYs2c3srMykJyUgGVLP5TpOul7KKgIIZ0yZcpkxJw6hYry1qddfPvNFnA4HIyfMAlu7h5wdXXFolcXymyd9D106Y8Q0inLP1qGCxcvwdTUBPPnzYWnlw+zpq2tjeSkBIwZa4Xi5lJG5zlz8OmnK2AzbbrU66Rvon1UhJBO2fh/XwMATE1NnluztLRASUkJEzIAcPuv2zA1NYWKiorU69XV1d34lRG2okt/hBCZ0dTQfO6x9srKKnC5XOjoaEu9TvomCipCepiKigp+/nkv/rp9U+J1RUVFbN70NdKEKUhPS8XGjevB5/Nltt4WW1tbZGWmt/rX5MmT2v21rc0U5HA4AICnTxukXid9EwUVIT3IzMwM586extMnzw/D/ezTlRg+3BQzZtrDdvoMmBibSDQaS7veltjYWBibDG/1rxs34tr9teUVFdDU1JB4TUtTEwBQVlYm9TrpmyioCOlB06bZ4Msv1+CXX/ZJvM7hcBAUFIjVa9aiuLgYJSWl+HzVKixa9Cq4XK7U690lPj4eOjo6GKSry7xmNd4KIpEItbW1Uq+TvomCipAetHfvTzh77txzrxsZGkJZWRl37sQzryUnp4DP58PMzEzq9e7y4MEDHImKwlfr1kJDQwMGBgZY/tFH2B8aJpN10jdRUBHCQhqamu2WO0q73p2WL/8Y9XX1uH0rDufPnUFsbCy2bt0ms3XS99Dj6YSwUEfljtKuy0Jk5EFERh587vWamkd4593Fbf46addJ30NBRQgLVVSUS1X+2NvKIUnfRpf+CGGh3Nw8ptxRrGW5o7TrhMgTCipCWOrnn3/Bqs8/xaBBgzBwoA6+WLUKv/56GHV1dTJZJ0Re0KU/Qlhq0+YtUBMIcPXKJabc8bPPP5fZOiHygobSEkIIYTW69EcIIYTVKKgIIYSwGgUVIYQQVqOgIoQQwmoUVIQQQliNgooQQgirUVARQghhNQoqQgghrEZBRQghhNUoqAghhLAaBRUhhBBWo6AihBDCahRUhBBCWI2CihBCCKtRUBFCCGE1CipCCCGsRkFFCCGE1SioCCGEsBoFFSGEEFajoCKEEMJqFFSEEEJYjYKKEEIIq1FQEUIIYTUKKkIIIaxGQUUIIYTVKKgIIYSwGgUVIYQQVqOgIoQQwmoUVIQQQliNgooQQgirUVARQghhNQoqQgghrEZBRQghhNUoqAghhLAaBRUhhBBWo6AihBDCahRUhBBCWI2CihBCCKtRUBFCCGE1CipCCCGsRkFFCCGE1SioCCGEsBoFFSGEEFajoCKEEMJqFFSEEEJYjYKKEEIIq1FQEUIIYTUKKkIIIaxGQUUIIYTVKKgIIYSwGgUVIYQQVqOgIoQQwmr/DyLe9ge8iho8AAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fibers.max_value_viz = np.max(fibers.irradiance)\n", "ani = vv.generate_Animation(plotargs, slowdown_factor=10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "{meth}`~cleo.viz.VideoVisualizer.generate_Animation` returns a matplotlib [`FuncAnimation` object](https://matplotlib.org/stable/api/_as_gen/matplotlib.animation.FuncAnimation.html), which you can then use however you want. \n", "You will probably want to [save a video](https://matplotlib.org/stable/api/_as_gen/matplotlib.animation.Animation.html#matplotlib.animation.Animation.save).\n", "\n", "Note that at this point the video still hasn't been rendered; that happens when you try and save or visualize the animation.\n", "This step takes a while if your temporal resolution is high, so we suggest you do this only after your experiment is finalized and after you've experimented with low framerate videos to finalize video parameters.\n", "\n", "Here we embed the video using HTML so you can see the output:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "tags": [ "skip-execution" ] }, "outputs": [], "source": [ "from IPython.display import display, HTML\n", "\n", "ani_html = HTML(ani.to_html5_video())\n", "display(ani_html)" ] } ], "metadata": { "kernelspec": { "display_name": "python3", "language": "python", "name": "python3" } }, "nbformat": 4, "nbformat_minor": 2 }