05_tutorial_phasefield_dentritic_growth.ipynb 333 KB
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{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pystencils.session import *\n",
    "sp.init_printing()\n",
    "frac = sp.Rational"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Tutorial 05: Phase-field simulation of dentritic solidification\n",
    "\n",
    "This is the second tutorial on phase field methods with pystencils. Make sure to read the previous tutorial first. \n",
    "\n",
    "In this tutorial we again implement a model described in **Programming Phase-Field Modelling** by S. Bulent Biner.\n",
    "This time we implement the model from chapter 4.7 that describes dentritic growth. So get ready for some beautiful snowflake pictures.\n",
    "\n",
    "We start again by adding all required arrays fields. This time we explicitly store the change of the phase variable φ in time, since the dynamics is calculated using an Allen-Cahn formulation where a term $\\partial_t \\phi$ occurs."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "dh = ps.create_data_handling(domain_size=(300, 300), periodicity=True, \n",
    "                             default_target='cpu')\n",
    "φ_field = dh.add_array('phi', latex_name='φ')\n",
    "φ_delta_field = dh.add_array('phidelta', latex_name='φ_D')\n",
    "t_field = dh.add_array('T')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This model has a lot of parameters that are created here in a symbolic fashion. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/latex": [
       "$$\\frac{{{φ}_{C}}^{4}}{4} - {{φ}_{C}}^{3} \\left(- \\frac{m}{3} + \\frac{1}{2}\\right) + {{φ}_{C}}^{2} \\left(- \\frac{m}{2} + \\frac{1}{4}\\right) + \\frac{ε^{2}}{2} \\left({\\partial_{0} {{φ}_{C}}}^{2} + {\\partial_{1} {{φ}_{C}}}^{2}\\right)$$"
      ],
      "text/plain": [
       "   4                                      2 ⎛        2           2⎞\n",
       "φ_C       3 ⎛  m   1⎞      2 ⎛  m   1⎞   ε ⋅⎝D(phi_C)  + D(phi_C) ⎠\n",
       "──── - φ_C ⋅⎜- ─ + ─⎟ + φ_C ⋅⎜- ─ + ─⎟ + ──────────────────────────\n",
       " 4          ⎝  3   2⎠        ⎝  2   4⎠               2             "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ε, m, δ, j, θzero, α, γ, Teq, κ, τ = sp.symbols(\"ε m δ j θ_0 α γ T_eq κ τ\")\n",
    "εb = sp.Symbol(\"\\\\bar{\\\\epsilon}\")\n",
    "\n",
    "φ = φ_field.center\n",
    "T = t_field.center\n",
    "\n",
    "def f(φ, m):\n",
    "    return φ**4 / 4 - (frac(1, 2) - m/3) * φ**3 + (frac(1,4)-m/2)*φ**2\n",
    "\n",
    "free_energy_density = ε**2 / 2 * (ps.fd.Diff(φ,0)**2 + ps.fd.Diff(φ,1)**2 ) + f(φ, m)\n",
    "free_energy_density"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The free energy is again composed of a bulk and interface part."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(7,4))\n",
    "plt.sympy_function(f(φ, m=1), x_values=(-1.05, 1.5) )\n",
    "plt.xlabel(\"φ\")\n",
    "plt.title(\"Bulk free energy\");"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Compared to last tutorial, this bulk free energy has also two minima, but at different values. \n",
    "\n",
    "Another complexity of the model is its anisotropy. The gradient parameter $\\epsilon$ depends on the interface normal."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/latex": [
       "$$\\bar{\\epsilon} \\left(δ \\cos{\\left (j \\left(- θ_{0} + \\operatorname{atan_{2}}{\\left ({\\partial_{1} {{φ}_{C}}},{\\partial_{0} {{φ}_{C}}} \\right )}\\right) \\right )} + 1\\right)$$"
      ],
      "text/plain": [
       "\\bar{\\epsilon}⋅(δ⋅cos(j⋅(-θ₀ + atan2(D(phi_C), D(phi_C)))) + 1)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def σ(θ):\n",
    "    return 1 + δ * sp.cos(j * (θ - θzero))\n",
    "\n",
    "θ = sp.atan2(ps.fd.Diff(φ, 1), ps.fd.Diff(φ, 0))\n",
    "\n",
    "ε_val = εb * σ(θ)\n",
    "ε_val"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "def m_func(T):\n",
    "    return (α / sp.pi) * sp.atan(γ * (Teq - T))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "However, we just insert these parameters into the free energy formulation before doing the functional derivative, to make the dependence of $\\epsilon$ on $\\nabla \\phi$ explicit."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/latex": [
       "$${{φ}_{C}}^{3} - \\frac{{{φ}_{C}}^{2} α}{\\pi} \\operatorname{atan}{\\left ({{T}_{C}} γ - T_{eq} γ \\right )} - \\frac{3 {{φ}_{C}}^{2}}{2} + \\frac{{{φ}_{C}} α}{\\pi} \\operatorname{atan}{\\left ({{T}_{C}} γ - T_{eq} γ \\right )} + \\frac{{{φ}_{C}}}{2} - \\bar{\\epsilon}^{2} δ^{2} \\cos^{2}{\\left (j θ_{0} - j \\operatorname{atan_{2}}{\\left ({\\partial_{1} {{φ}_{C}}},{\\partial_{0} {{φ}_{C}}} \\right )} \\right )} {\\partial_{0} {\\partial_{0} {{φ}_{C}}}} - \\bar{\\epsilon}^{2} δ^{2} \\cos^{2}{\\left (j θ_{0} - j \\operatorname{atan_{2}}{\\left ({\\partial_{1} {{φ}_{C}}},{\\partial_{0} {{φ}_{C}}} \\right )} \\right )} {\\partial_{1} {\\partial_{1} {{φ}_{C}}}} - 2 \\bar{\\epsilon}^{2} δ \\cos{\\left (j θ_{0} - j \\operatorname{atan_{2}}{\\left ({\\partial_{1} {{φ}_{C}}},{\\partial_{0} {{φ}_{C}}} \\right )} \\right )} {\\partial_{0} {\\partial_{0} {{φ}_{C}}}} - 2 \\bar{\\epsilon}^{2} δ \\cos{\\left (j θ_{0} - j \\operatorname{atan_{2}}{\\left ({\\partial_{1} {{φ}_{C}}},{\\partial_{0} {{φ}_{C}}} \\right )} \\right )} {\\partial_{1} {\\partial_{1} {{φ}_{C}}}} - \\bar{\\epsilon}^{2} {\\partial_{0} {\\partial_{0} {{φ}_{C}}}} - \\bar{\\epsilon}^{2} {\\partial_{1} {\\partial_{1} {{φ}_{C}}}}$$"
      ],
      "text/plain": [
       "          2                               2                                   \n",
       "   3   φ_C ⋅α⋅atan(T_C⋅γ - T_eq⋅γ)   3⋅φ_C    φ_C⋅α⋅atan(T_C⋅γ - T_eq⋅γ)   φ_C\n",
       "φ_C  - ─────────────────────────── - ────── + ────────────────────────── + ───\n",
       "                    π                  2                  π                 2 \n",
       "\n",
       "                                                                              \n",
       "                 2  2    2                                                    \n",
       " - \\bar{\\epsilon} ⋅δ ⋅cos (j⋅θ₀ - j⋅atan2(D(phi_C), D(phi_C)))⋅D(D(phi_C)) - \\\n",
       "                                                                              \n",
       "\n",
       "                                                                              \n",
       "             2  2    2                                                        \n",
       "bar{\\epsilon} ⋅δ ⋅cos (j⋅θ₀ - j⋅atan2(D(phi_C), D(phi_C)))⋅D(D(phi_C)) - 2⋅\\ba\n",
       "                                                                              \n",
       "\n",
       "                                                                              \n",
       "           2                                                                  \n",
       "r{\\epsilon} ⋅δ⋅cos(j⋅θ₀ - j⋅atan2(D(phi_C), D(phi_C)))⋅D(D(phi_C)) - 2⋅\\bar{\\e\n",
       "                                                                              \n",
       "\n",
       "                                                                              \n",
       "       2                                                                      \n",
       "psilon} ⋅δ⋅cos(j⋅θ₀ - j⋅atan2(D(phi_C), D(phi_C)))⋅D(D(phi_C)) - \\bar{\\epsilon\n",
       "                                                                              \n",
       "\n",
       "                                            \n",
       " 2                             2            \n",
       "} ⋅D(D(phi_C)) - \\bar{\\epsilon} ⋅D(D(phi_C))\n",
       "                                            "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fe = free_energy_density.subs({\n",
    "    m: m_func(T),\n",
    "    ε: εb * σ(θ),\n",
    "})\n",
    "\n",
    "dF_dφ = ps.fd.functional_derivative(fe, φ)\n",
    "dF_dφ = ps.fd.expand_diff_full(dF_dφ, functions=[φ])\n",
    "dF_dφ"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Then we insert all the numeric parameters and discretize:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/latex": [
       "$$\\left \\{ \\pi : 3.14159265358979, \\quad T_{eq} : 1.0, \\quad \\bar{\\epsilon} : 0.01, \\quad j : 6, \\quad α : 0.9, \\quad γ : 10, \\quad δ : 0.02, \\quad θ_{0} : 0.2, \\quad κ : 1.8, \\quad τ : 0.0003\\right \\}$$"
      ],
      "text/plain": [
       "{π: 3.14159265358979, T_eq: 1.0, \\bar{\\epsilon}: 0.01, j: 6, α: 0.9, γ: 10, δ:\n",
       " 0.02, θ₀: 0.2, κ: 1.8, τ: 0.0003}"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "discretize = ps.fd.Discretization2ndOrder(dx=0.03, dt=1e-5)\n",
    "parameters = {\n",
    "    τ: 0.0003,\n",
    "    κ: 1.8,\n",
    "    εb: 0.01,\n",
    "    δ: 0.02,\n",
    "    γ: 10,\n",
    "    j: 6,\n",
    "    α: 0.9,\n",
    "    Teq: 1.0,\n",
    "    θzero: 0.2,\n",
    "    sp.pi: sp.pi.evalf()\n",
    "}\n",
    "parameters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "dφ_dt = - dF_dφ / τ\n",
    "φ_eqs = ps.simp.sympy_cse_on_assignment_list([ps.Assignment(φ_delta_field.center, \n",
    "                                                            discretize(dφ_dt.subs(parameters)))])\n",
    "φ_eqs.append(ps.Assignment(φ, discretize(ps.fd.transient(φ) - φ_delta_field.center)))\n",
    "\n",
    "temperature_evolution = -ps.fd.transient(T) + ps.fd.diffusion(T, 1) + κ * φ_delta_field.center\n",
    "temperature_eqs = [\n",
    "    ps.Assignment(T, discretize(temperature_evolution.subs(parameters)))\n",
    "]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "When creating the kernels we pass as target (which may be 'cpu' or 'gpu') the default target of the target handling. This enables to switch to a GPU simulation just by changing the parameter of the data handling.\n",
    "\n",
    "The rest is similar to the previous tutorial."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "φ_kernel = ps.create_kernel(φ_eqs, cpu_openmp=4, target=dh.default_target).compile()\n",
    "temperature_kernel = ps.create_kernel(temperature_eqs, target=dh.default_target).compile()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "def timeloop(steps=200):\n",
    "    φ_sync = dh.synchronization_function(['phi'])\n",
    "    temperature_sync = dh.synchronization_function(['T'])\n",
    "    dh.all_to_gpu()  # this does nothing when running on CPU\n",
    "    for t in range(steps):\n",
    "        φ_sync()\n",
    "        dh.run_kernel(φ_kernel)\n",
    "        temperature_sync()\n",
    "        dh.run_kernel(temperature_kernel)\n",
    "    dh.all_to_cpu()\n",
    "    return dh.gather_array('phi')\n",
    "    \n",
    "def init(nucleus_size=np.sqrt(5)):\n",
    "    for b in dh.iterate():\n",
    "        x, y = b.cell_index_arrays\n",
    "        x, y = x-b.shape[0]//2, y-b.shape[0]//2\n",
    "        bArr = (x**2 + y**2) < nucleus_size**2\n",
    "        b['phi'].fill(0)\n",
    "        b['phi'][(x**2 + y**2) < nucleus_size**2] = 1.0\n",
    "        b['T'].fill(0.0)\n",
    "        \n",
    "def plot():\n",
    "    plt.subplot(1,3,1)\n",
    "    plt.scalar_field(dh.gather_array('phi'))\n",
    "    plt.title(\"φ\")\n",
    "    plt.colorbar()\n",
    "    plt.subplot(1,3,2)\n",
    "    plt.title(\"T\")\n",
    "    plt.scalar_field(dh.gather_array('T'))\n",
    "    plt.colorbar()\n",
    "    plt.subplot(1,3,3)\n",
    "    plt.title(\"∂φ\")\n",
    "    plt.scalar_field(dh.gather_array('phidelta'))\n",
    "    plt.colorbar()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    Name|      Inner (min/max)|     WithGl (min/max)\n",
      "----------------------------------------------------\n",
      "       T|            (  0,  0)|            (  0,  0)\n",
      "     phi|            (  0,  1)|            (  0,  1)\n",
      "phidelta|            (nan,nan)|            (nan,nan)\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x432 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "timeloop(10)\n",
    "init()\n",
    "plot()\n",
    "print(dh)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<video controls width=\"80%\">\n",
       " <source 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qHCzeHB5eGlv/7hbhjTrhTJXkv7i6d1/j9qste4b9zXgkibHlOvcmlDT1fgvuvxCxLUz/+4ZieOz6ZN39n/ARvVWu/4OtMNWk0eIpIMzxOVvgRVxlq/8MdQR2TLWqlM5VD4EL1taluYep/T+ENqpPfLvZf9d+K/gh3vB7m4zVm1DXh/TLA90v/3DZFpBVVf4KsTvB3pnEr/ET9PWea/v8LmuvCPfNZeCV4e+O3zgJvd754vwReCP0xL2wzCHmt8xe1DC/Z/4PNTkIJBxrv/+HD4e5NfCbw42YdwOvrn8TNnn+i/nqWCzuDbTL3h71kdbeYX5zr4CP9++fXeHvB7phkZHkxTU2dPxNhYUH+CQ+F+n0nm5M180j/C+NYDf1JSUW8oPwEjdVdO50H2u+8GEzBoHXFGxsTydZCFRd4eFM2gk+nU0L4J9rXJfYb5WV7+G7UdfheEek++P0bhu37xH66sNkhg9yoetrhH67Xn/5Q5LQ+eVQj8RXSxkZELu1f97vqw5F+WVb44/v+wzDvRG1ln1leQLx90+USgn0f3r9nIuP//v5QX3LrXP/MEwytx/B/prmHwS9VWvvw0JhCkvgwlx8//hkg6s5xZC++X8PXlet1UJXwlAOfAAAD4kGbAC/AMhVGGYnhsAgdAkEXn9fQcJm6rhv5DueZMErRwfR8x/4QtPT2jmXG/emz1/DA/c2Y4uv4b4u/SBIOSDJG+W+gxUL7ZvknKmew+t2RPpZDefcH8OZMk/x9lcgSf0lX2Fu6s/3JVZpMv/2j4JU4fvux0utFJdg+8wVm/L66bYWClaW7qozP4JPtvbJAt9y/yXZJ2/7CpSeuGKHTi6J5l9Xfwzze336Bcv/oFxD/5Pl59nOvwwtHXgulZv3M3Ci+m14LyNVJSWWsYCJ663S/IEb81fl/+kJYA96IXh8KK9PCwwL2SbJz3VcJH1/+bk8StrCsPaXzUrPfh6++wTB74aEw+FFZnAJ+Nd5fJf0Iwpepb3bEeYpuvfThwQcln8Y5Vw5fd4PNQv517HPJ2akFVN44Sdm+c6hD7K//XmzZov1frFb95PJDp6ff0GMK5FjJ/M8yVOTBllw/FaQd6nrMW5//DMPGir+g/+l45QaLH3a9QRcR+CTxUE+vnc+f4Iry+34JObr1F/9z1jPf79wWlCHymMfd3PcLCAvaPhBM7byMB1DDpaZz4CR7zt3/QPQdF961De3V2U074Y1c/hkuaPv6qYuTzeb/RYL945V0t8UTjalza/Ji/8OYngRsg8wEFhuPC4EN6fdO3ByT7v8kwT5veuCgLSyXND+D8OF4e6XeOd9eoIq19J5ZP/gu25V73yv17Xujag60g4fd68O/cEQ6P/8vvBDuW8oMv+vF+Ikl4b9/YZ4W6B9lv1Des/4OvDRLShXktFYvSye/3D5c3pfUN+N5HN2e+Nf/8J6zSe8xf9csmf5i6p/EE5vy4/DXDemnsc70pNrKnOReD2xxy5g700etfQWJxtq9c1FyA4a/5PBGWTv9+CHVVwkL+vgk7auV4IM2TQ1U284MpIn4SjWPe+u+Dx/ZxCdfh3PXl9/w2fmyX+GuGb3qXNr3BJeKy4Usv5auHJSS5UyH4y9ZCMRNd0V4PXqmGRU68eTGUcMnbp/FF/fcLnPgBXW2fjTLFS89lbmUZpuiB/cLZnDj00Vwel/99/jZ1oXpgdLJbXi74b6WcOCNUYl5HhJ3KN+oS8L7yMwxTMrjF9z/+H8I2o34T0c8ay7jnENrr62VsNkvuoeW8ek46Gvc/L896iMYp/HbZf5fPX+HUr9fU4YrvLl8pHqQX/+wXktz6q+v4WlV9w75bzZnl4TahU0H9p9tNbg+vvyQfaZ8GGLdeAmX3TP+wryfjCDzCN0upov7+UNCYhu8vw+5rR39wyQa91c6SD+x/AJ/VDti7/qGSha0M/ufN3w+ThKBJ+BIPDcAn0AAAAN2QZsgL8AyHXcxQlieQf9AjJzZl9Ij/IeuozNf69o4lfwke+rk79IODIM3n14JummtQwp56DFBHe49T8kGm//76wxJfkvMUN37+OXA4i+/61sM+dRB+p9frfC00Xn2Lkz3QwnR1/B+9bCuI5qaGdaEbN44fbL+vwsUR2Xy96ikR/vx+x5f5fBJk5/9l+TlvL6/OCIhe961oshDpb+wz41hTUNv7L+14eI7ayFM2m7M1hraf+ioNidTYkP1gJO1Bzwe67/DojJmT15sP0OTPxw2p53EeGtw/3ut53+n7hWcaJa+ZmXF+SpQXduPX8SY/g93DR4k+THPwTdc9fox0iS/3+X3J8E5efw5o8WvaCwjU0cI/Ot5Rua8PXpYb7sxd48DxaSitOZh3rllk8g1SffhI1VXbUvhqqXlkB8/hP/9+0GM1EHwjyQcHqHOLyh0JPBHn0Jvtt78HWpMCNoo3/gh80pzF+rRHgi4ZOZnTL+nyhosz9om5/9fIHRADrqVwuT1SWpyxeZ8PW/wdanlwm17w99jV7ggw/lfJg97lYvHLv1RecqhO797+gS/PwdF/6LBeSlejMo3cN2p+EltNjPBGXD5lTBk/VbO1DZuXr/NM7wdahw9YcFNLw7T/5ffSxMl+fOb3k+XyY7j/DVsq+sEPhvvKL/MiDdc/hmPZVTF7fkfV7P4Olp2GiTPo2sI36ra/D19/rvDZT40pOUXcdgQ9Wnd8Z0Xh5+flHDK8PN1+TxOVih1dT+CWubOGzLZfnIuN0/B3SKGTkxmdf7am7208v+nYbJNOMrjTFYgT673/GeeoDb9aA/4TeHj4POyEYgstfXpHOvgg2f8L68N+frhL2t/EP3BJNhWUuX4WLmyzO742kadbxg9X40VDbvbmPDfojmI0/xU0Y/Nhvpefy+/4Jjy+7S2qnX0HJx/fs+19P8EGbnGTMVLKRv7m4BLDnA+1RmaOH/5zr+QvWNnwe+QXxqnwsEjZlmpMUVcB3U8PXEgtbaf+YuV4bqew3N6WmQRVmUSGaf/DkiDCWsFDOk0l8qwdl3V9hs1dRXSg6OXc7qWWJ+w3mbnaZ5g+Qsnbr/sOQ91nqvhpcP6/J5v7ORjK8qlqf9sEcZo/86Qf6YIq3y/BD5ucvwqJSqv+G4+slr/L8teIIq9DfnP/+CGNe+nHw1JUZAOdAAAA/BBm0AvwDIF/+kEKZeoP3kShw2OK2K5+3nsC34KrSko5M/hFc/WiXzVPn0evhvj+G8+6mORdV//eThgbzfNlf1Al9vHoODCYTFzF4BNr71DO6fRrMrSwxS2zdUvvs1Okgt+5GH99MEnrS/S+CSowtRTtdWGptPv+V4PRrj8s6/3DfPNJfJ0MMpUPXg+11u4L8ad7hUr5CXVjp5w4tZufXlB1/r8KlzMTebh72X5HtY78slcOqF/gwJJnN/0YeaVazg//v7Ifhfprzll+Gb8fv3C4hVy4f5TLgEDV8z/AwCX/1Lvsv+0WCM+71B7pBovC9MGsb7xzvfeDAUbE3mfV/Ps4kQe/39AjvrhELXJyqHr7D8eaP420K2JjV/nK2PjJq8Hvho8GqTGaKT4JfXl+4MDKKSiNNjzL5xQRvi5fJrTtWi9wYEzZXScEJTln/tQd6hfNm5/XsI80qe3iE3rrSWvvL2UcX4zoMbvNydUHjGMe5SL+D+5Rb1y4OtTilprUemwd5fXH8GBTEh5kshKxqU1JM/fpNL7d6uIaaov93giwhWebIknmrk68M+bsfh7PX+CK2qsd2t3Cwgm++9qobZW98PdZtC0HRf98F5cL/Kmis3LKMhmE7pTGxq5Mvv+HNVXDtivmXuY8KtOvEYSN88v37gjJm+K/DmFjOB2xoa8U+wBBfkHjaJCfITXbBDLj7IOX6eX3XcNkNs68rKtSv9+Ytqr1svv+CHL4h9SbnND46e2Q/BBvzisHK6w4eEZJ1rPeNdwNub/4Zqu507AMgVpN0YzwW5spLr3thmW78PakbMb/eeGYtV/B0tUw0TUa8Uv5G+PKtv4Iyzrh+gb0kVPw7jrV/k+OZ+D5S62xZf9ZA1zD6y/DWa/tB8m78ZyfeK3Dcv1tpB2f1wc4vvGNyFJ368kb5vhNnBl/XsbzAPX6HEmhnTPUA7Lia/+XjO0dHIX/unyXMvwSak37eVgSrJTjxiVzw/B2/UNAgOuSzLrGu/5ff8EJ29Oj7A/drfBP0ge2YX6foPtMGBo8mL1y384D/WeUf9L3Of0Jsv/ELfGz5lxw35Vh30NL/ieQTA4MTG5b/hkvQetfhH4q+D3Xfah8wfpqUpROzPnhfl4Q12PcJOJ8VL5bRGtPMVV/hvjXp1/D9U5f55U5BEJdGtsb6vZWbU0b7wYZPiOfxMxvbjD3f2bxhrL/K+G97dcf7O6Hsw21l/5bDJOLrkLlv77lDWXbbMb8PkfBH76IFeuX3/g+Xyn9j3e0q537YLygf6Y2ruT84ihk/N74/GbANXL/YVK6f5s1/qSW6/wySGtHcgJPfLP//8ENV4/UGV2xXdQDnQAAAOoQZtgL8AyFzAkCGyN6ZeoP+g2I2jYv4cz7H6RGPr6PXD8rT4T0M2u96OJMnbHuwStWFU3fpBwVJh/y+GK5awh8arpsF/VQwe/HM2r+fX/wzzZlGv+dkx890OvsEOb1c9sLRT+77w27TIWzDrh2Lv3Tg+8w+J/l+bTsMjrQyswWM8Qxb/Y599fhUruxuGimvr5HHfy/V+ep4Gf/L8ly/4ZINyvqGO0//+yHHjH0vz1BB9rv6X/DRbUK17CHHn+X1a8KiGrq2qI0y3xy74dlkeT1UpNOg2fgxXl4b4v4PS/r4Jyw/hxXJizIfMJRAJl//CwpY2cRJ9Lls9ZalllMx6X39zd/gkjK/an7QanJPsFbNcN+nd2ww4hp6BLOB7qCItPTh4nNauiHVXgil+rkvQ/dz4f/GGg32X9fBEXdFN7nEf/k4Q91/3g7XSgiu7rUvizm65Pqcvr9ggjsr/Ge7Pq/QMwf6BBxxlG69HVAt5fi3J6uuNz0yWh4Ixo/6sCNr+2cqg6fpkwhW8e38/CEZ9T/4x+mQrekuf/h0UfounGKYUavgO8Opo+bLwdahouqy/MaDdZCGv8LyYvTNjsl0wjq1vg6L/6/ggk28TxQsFCkO//ilbgTa4v0EGBujGr8OEyeVmH+Wp4A61C572jeYUbC/DfHuE5fXfE9zZVOPWuI5/5MZf78OSZ+8f7y+Wq5Hvglk6pJM/i9IOtQuQ2IXSN3YbzflwCP2pfzfjNitnfhYvNnWHOL3jhHm8cj5vw6IQzqCeCHeeBBV4cy/X+HrffLP+968+C0G+P/7ojoOsb3jnhooY99UTPS8pf/L6+aG+bhbxQWBeEtT54cScM6+346vwRy6TPVl918nh/K7hkl6rwU7kPgT7tP/8HnZLQ15/4MCs/ut045hDwk9eXl+u5Cd3L4IYWr/OU/cEkN5b857hu76+ac84PXrgwM5145QXJXVePqYdxl6rwyfjSQvhP4/PkXyV4JIzl/L8NFnvKnKXLn36hcg+1VUlHlFzK0rS342ZTPGfElXVfN9UHvkE8HV5fXTcFwQw/TSP1x6rF6/wRnP/hl/rl19C/DxTC/lTXZxC++Nsa7U9f8O7pl+u5/sL3cvfJOvi4dSGuHSLmcE+vOl56ZfR+pQQamyoOaTv4r1gm0u/zqd0VDLsMLNJA/0wvhy9XXg/OojJrL8v4IuL8t/ZC0c+fCs2cpwlZHOKM5/CPFdMP/DNHGz9yH2evhBdufl4qAc6AAAADyUGbgC/AMh0gkK27iIP3pYcNwkFeiVfhHuPnfUgcJSuvHv6YFmnu/Qc5uq+Pf/6V34YE82Y4vyr8aiXb0g4KG17uZD8Cb9nf6G8vzYG6GZvd+WwzPp3F2Pksiye3Pw5hihWLh8Y0OJkP71rYW8VqKcrB+aAlNfuDCntbu6QJTj6+D7XfVhuul1ThEsdi+BK/d1/X5yqdCx6f/2Fa1jVFFP7+GlyHS6lOTL9NBbj+znXA/rV/D/7DW61403a/69FKX4aEQubEvLSWh0eEr5v17QWOz/uOtGXmLD3cCF6dEJvlcD0v76hfNkSH8zGf8Aj/SA78vk/iTQtXN5bT+wRyYGPeCbwT1aXl+Cn7gwmNTu72/2roInCbBYHuoaLD5TMopPgX68vL6nv+oruES6Hv+C/zUO3tpg7Mf+gR7y/LL/dVv/L/9fnxTGQx2P78OYbwQ/h51fDiGR300cVV8Ys/v+DtdYXLLTxeWwFXpuabdu4cumtYL4IyzZ9EL8EHNTNDNEuhWSLZoH2y6QLkReJa8I9Nxo5IOtT1oXH//cPe4r93fIX+vJwl5z+CLz+r89Y1/+ifWVCZGSCYw53qqS/kHT1SDReG2jDGpd8LCNNmE8s/9769EeHNQ3GZpGip4R6Ecauds9Qne+vzBBsb7fmDlN5iIe5v8EYQHkKQu1/WUIIvqpeCMvMvKby58Jv8mXNl/7y9woKy/tlfB14c0nAQ+jm5eC9s3h22nc9Wr7/XrqZa8j8yJPhY/UK4Qq4Jc9n6gkukPhue18HT8jDRNur9YTepn7glN/hgsnNib2q9xdbhne/5f78EkuWupC/f4ZyZPivD9I/I99+XvwRce4zajvaDZKcMvL+HZZjB29FfXkxPgkLyfFXhytawi1x/+CEmRcnReweahqdc2eWHsceEz8/w2XhWyX/NUPxEX1uCr43zl/5Ney+Tl4cruvBPftfW+F/N5vsLPEJn+56hE78/3HPg90wYGorS9q7ENSK7OjLLGuy+U9avwRW14PwUF4vk9zf4XJhG1E6TjXFLJ41LjMW4dB8/T/CxMLBuKqjuR4DqCOWfEeNfCH6pr1av8OHpyQXwy2vh2dT8N6m+uJHvv6//3h2er17KFjItad1wKqyXnh2WR+xuRmbeIbpXit+Uz1HZpO3VDgh8N6Yfr89nwSnpw+vwr1J6zMf1QOnrD8urvlvL8vuFyWZqudPj/4bt44P9M9XJUfOP/sNlTb/B2qejyxx+X3vYazZruWAJXrqb4/3/gh1X34IaruNxl8JdQhAj/AkHh+AT+AAAA/xBm6AvwDIbQcCWTo14WZf7YiD96JQcEYygzJy1Lv+g51WXhvs8POd47fVBzw98v+BZ0Oer/DZEuq/oc172qOLr+exlo9BcU+qqRRi1Q+T4bWsl+q5Ql5MKtn99Jr81rhnV/Q1OzigX/3DOXPVfou408J9LBdhP8LPD1msH2ll+u89R6mqnvOjNxiydWde2yzqX67sFVCmY8y5F5A0bPKuwuQK12szL/rYJvxZ/+wWnGl9eaHSP3BOQPH6d27xWs9oFBXuPvR9yUHpf/sNeF6YRU/jne+8OkXpNr6qA6oHDj/5f/Sn89fjFzovq34arv0goC9l0O4Zl18Hv69wXebJP9E+QtqaXz14T8O5Y0ib7gkFHIVlZ+PlDOMUwdraULhTUnL9qtOHrYh6+6kS7F7e61C5S/8l/nL37Y+TGXwXw3ZEHvJnUyIrWLPdpb+hv83zkieb6ri9FykHLFqhZjiILc5MO8chVFE0bEmRWg6fmnMtZY9Fc//BgVTZrN/IPhq+r79YJvPc/w3JwXktQ2Y4v4Isup5b3w6IVak9nvPkHdoBB1/du+O3dP8CZel+l3qng61BeXVXu8o3zt//D/D2jlePVWYoEXuU/w3br15i3v8N3vy4U4/+YnDNYi/14IizeMUlfgjn2s9l/1o3DHut7JhVX9Rvdx5YR7Tb5eNMishFvSadlsNQBVwhhalmEn5IznDvOYsI943ue5yHOabsf/+DnwSDZvDp5jL/7hsco8yT7Y8rcLWv6fuUvJVeCHV5BZfX1IV4tb15iUpeR/nNr4x5s/4Ol0v7Oo8x/XghrUTPLL5P5Zsyf4LvNzMfCuwzkXX6HK1/yl/XyXN/4KZ/fNnxypjL7f4Z58dn8Cd/z3wdL0w0RRsyVD8Kmxx+44JfkWtl8LF8rOubDWvB7cCVuWtfwR7XlH962zF+urfLkvgi6rl+cjAyOAj6+nn+DtaeetL31+lZ9/f564bS0/D0uusnlOpPkXebn/4IufHdXnrwBg/V8RE+1+wya0W9bjGv4Axd132//wePWyZsj/vhgvD9DZ/4/vzT9eXSn/ycu0/qVZeHMM5o/f9uTfnqHe73iMOxf/uD1aeHzU8lF68XwvaPnCBmH3f34bPPi64yv6L/XrFK/wvcpmEbUFzz2ffH7wn1xs+D3xQvgxVLpd6eHhwI/JWllSY6p8IdtMB1CXOa/BI+W4+/BIXmxvzkX8OLf8v32u/lBhen3dfO/Dfa+y5P1yaJ3tggy7K1z/Jnz4cWcPtq7yQeQZ7B/qGs6mb8OL5M+wuW4ksZMvz/wwrD6+7+UEMa99z2wruuSnmQCfdffX/BM14q7/hmHctPRfH//sGev6hq7/hKAc6AAAAOsQZvAL8AyHQJApc027Wvw3xGkwuPd+D/oMCMeWcuNrwJv3vWPfq9L319HrgVZPff/QbPuWK/hHvn0g4ISn9YdYFsfw49L9SXYa3tLjT5dCtiG4pkyv8N83xWV52qCqjyul9e7DO8ZqIKV7bA9x+W39sLQpX+XHO09GdCdzJ/kg98ULrF4dKHl+k1cOiHeNIxrSYZ/zlp9LHrDK09GszTpfz91WGc31S/d/r5QzP/y+hRcI0S8v7fhwtIkOD83ccr785Vh2KI8Osr/DQhQI/l+byAS4ZmV6LD+pfuGy6i7GZo99f4PVqSCLWHynD+4WIEuo/mjrX6Nl//WKJfuC+TPxhlBxunhq1nnYZg8o0NBaA4K6Jjm2Pa/DxajyfWTl56mP4z74t9OHBCrI1Rua8kk8NrU94O9QuWbMJej6w1cKWgcZuWi7L5+uixfo/X4JjYlhnaU8m6RBTeCDiTwtYzQN8KckLJdyKZ1w4O5kjD1KXvIcr/4h9Ol4OtSGcPUM/BgWqvMHTHV8Sl935/Sd/177uT1ite6y3uVh0QHjUiz1GKbGYcHUaG/3gOw/Fce9gMwdF/p8F5d3ifq+0NXMqw5LXl/v16I8NFNvyjXf/4b5m1xm54fl+tl9V3Dm415cuM5QmH7h/2wyRUv1+GM/+DnXfWG51y0BVTeMoNnJAzr4Am3frloXG7hUmFXuJmcH8fllRPeDqkg4WTwkmcXgtb5YdZrRJaPt15yqEnir/ivPgwkVzqNB/Gg1/zkOMFMtlf+eHYOSeuqvYXDzVi5zUt8JpCnvkFuvNd7uCgtSQeH+NpiE/DOZ+pT+OMcqMbm34IfLSN+sVr7F2q8uSeev4ebn63aOZf4Ej0vdOdcHT7cKlHEKLp3r5yx6fw3qJ9YoArxjH+M3DOeC6hN4Ef/g88K6D3JfTwCXBD2dfv8V5po73+CSt8te56+ViGIv1g90wySFtT+UzCcfigTa1uz/BTT19nw73GVfJXhGq8PYn3/rwvrXhs9OIQ1EpnsPrtsM1vUM2y1v/8Hq9d9YWIVA4fppH5mf4iLMflX/wSHNh5E1ob7f2G/HF7+G7UXL/cmGqSvxs7MN9PDUu9wer2U5lz7+ea+wYa1SfXDTtkF8bP9ny+Efvm+ba6z1skkWn/7DZI8mOuXW/vrC+pr1qv42oofceG752IgfruVYMv39gvLhfVki3fMYRWbB9tX/7BDLe934ZqnuUkS/fo8BtC/+GYZOMo7zp+gbn8vCUA50AAAA95Bm+AvwDIPpQwFOb4j1//hCNqfaPMn8Q+554P3omHBHN3/m0n1MG72+ucdBK8dD8Kwlej18N5p/fTYbktLYaTS8EHlefeRUGz8P0Fwm8x1f+guI1Va5ZTUsYbz7e/0G5MfWZKeXhNp6/4X3hR432ximP+0USuvsK5v2RfedId+2p/1+FqT2q36EfRtS7UJ4x7GJ9+SD3Xf4VkzrOdISdrv3+uw6Vaw7Q/u+V2yyPlV0X/8ERNV77Rcq83SWush4Vr/YeEUqyj4ZD1GYgwky8zUw3Oj/2g2Xd1/hkxNyMHvhfCfHKYprFaQCfhHJpXVv8OkkOfT5o92jke+vNd4819ZT+bP9P3DkuR9dY6TFSHL4PfDWDVJj9hI1y/17xRf1/X0DA2qZyWLxSVzLeDxdYXLd+Lr34dufQrcfDMPff6EHvl/9qvILNTk8xLw0PEW3gq8Q4Vjvljiy+S1tAgJmosNWV+XBFflOOkUT//2pfMrv5ARnfZsyg6fkkM516Q3w0cO3YiKrleJnTsZ/9b4dFOpe0RmgpmqVTj6TxbtD8eyfCrB1qGi5upQ3wz1C2XS/hzKpS8PuCuEPJ0l9F6Xwl4XxHPi8OZIGxGGgU7w8fcEd43ArdsMkUn1Ah/rcv0hHhc8vYewc6oXW/wWjCfmzwWvUxS0wjW3hX7lk/Xl1brw3x56PLrgdXK/+CQ2T5fLByulC5c+6UKNK8OLbkSwg5d93BNk5t2Z7jeGS5b9I+GLf/l8ENsnhj2rXuWH0d9eCLIinuKts5lLq/g6yML1Quq+1vB+5m55ftalQbLUETyRp1/hF7UV/BJCRZn3BPC2960lK2v/mqyX9al8Rkz5qdo5nXmf8HemeoQtz6Vn39fnK7+CT6dWTzlXDdM8b0/giy59Rf78Euld3uRPw3Vdc+ln78FvibFRtr+ZfsnwyafC3r4e634POz4o738Enzc48vvrhYo80/514vvnDPaZvDPEOVHu/68M1rwhlk/6fnmgjao9KsskM93UNL8sjv/zDSX8+D164KBELUTrmX+VCS/k3/hcTNSPd5s++YPmHSEL49wtvO7VV9z4eSzHwepzHU4nWGX3/4fGGyIPhPL+p+bIDsDH4asrcSs26L/86LF+bzYl2mFjci72/D6HhjPVe6uJf9uwX+b3uv4TZ9XrksNeddcJO5m28EelJNHe2CDNKVpHFrqqoTOWWt5yRB1JcXZ5RLPwfPUjC4jCw5druET4WHJp8JcfIeNd7DVay35d1nS+wqUtb4aj5B/jL5Szi/7CvHUas+W3zih+6ar/vfDMGN75xQu9//DUnCUA50AAAAPCQZoAL8Axxf/qukFjKN/l4YDLRg+098lHEMcMt1/9b6SNpOx+gRyX7H0Gz3ev5RkO8eukg0bPtmbZH9j9z0Hr31C+jGZw7Uy06JiyP/89UZ/ov+Hdazx0r8KniU1/3CuRL941T2TjMNwzr8HyXULia1jyY9eO9/bDpgqVZk4xKi5Nk9xfwYOe/P2E/7R+v3Jv9uZjrw5N+ow87yCf/cnhqon6lCOCR0v0cugm/Ll+0G+5bqyEOM+uHPg9WqhcsNyWHFRYcvydn8J1ezPwyR2aDHPqZ2eurWcLv/DcdaPrx3T/m5fL5IUbH2/aPXHUwZG+cHZ8IPDzW6BHB5qGszFVh2q8Nszf4JK14Rb6cEhg/lT2e5QqeV4O9ThCWHM6m2brLF2CZ/DZXt1pBykvzLrC/MQQ9lDFVwKjULNMSl8Evetw6UdxHqil/+QvtieA61P7MNHTwWcWE/wQ9JLK/BFxH5Sl/vyRjvt9YIuTyC/RfGX3flDopWZUKaZJpvai9Q8rzvKE8HWkC8rveFlMdZtB7f/8F3NTWH77YpvBOXNyeT/V4Icep8JC/+4JMdcSj7sFqKNd5yL4cXsNojBzZlvXC13zqIbSW5Ujn38W8mEvn/oWfca/wuRJmeRdPXhm3c+kJ2DpbqHCh33Yr1tw7YuGadrK/8pRyr/wnPpzfl9F9fwn4T5Ryr8v6/T+pfBfjxCiPdDm6zFzX/3DJnY1xdfg6jJu584Ol6YXmxXUsluHmYpyNWM2Wj3+4bLOubMqeGpyf5f0/Cu1JmP08vjLr8w0Xz14elr/8l8/Xgn5Nee/K/PWDcv+vwRmhfTEKxB1r6YZjyYnu/DSxv19SLvl8Eh6yeK+wQkqW1HHOQeeGodOU2/l8+pfzFqHNZrwR+WGE/gkrGDOJzWX+56+Hbn7ByD0vq94MBDnDVSfxRNjPw9Lr1Xcv+uHBOT1fl//BDtTMa11l3Ogyl/+g1mvX4clF6W+F7UN/VeEKpUuRYI9zhvP/ha1X26/D8v3/B7pnPX8N0r71wsKOvOuCR7s/3O0PxVO44Qkhdrv233ssuddMoZI7z2vnD0O2s/YMLafLR/KZ+e3hxf3cEq/DXJ//D8sfBLt/6l+ruUF/lXklrps9OV/rqkRhL+7yhrd9bUzrV3RSbvzi18E7///B8t7DgiL6+eJKwi08PtgvjaDOV4z1d1kqPwL/8MlLc+XIbXdORcOyasDf+FdVWW86fAIHvu+4T0/1cfy/S+GYMS9V1CF61+11f+EvziQF2bH5/rplCtf+EIBzoAAAAPaQZogL8Ax76/oMBbm+TRlmUXcQ7hHuIdj7Qb5J9pV+H32D6lMP5vfJhgLalbkZE+u0CB7+40+Wlrqpg5clrrqR4ozMHMFSX6PX+SoevL6DddV/JWd/hg+bheyz+Uqw3xkOf/XWcR8xma7+us9XD4c6f/fVhcuN5+TZ5KoKFIz1obg+tcK5/Dw5TPflWp70/pr/ui3rvD8KaX8M7jsy5vggh9pdKlL7kVKtCS9L3FQe6QcLD9OPr/Guk/VLJbORQzWerndfcgJHhfX/2CKG6yf30utdSgwhtYfvyLr+csZiYQp/Yjeb4dZp7/rwvgmtNxSzFKcAljFj/v3DM7/fw9HSBO+HvcHvYa1hNRxYEbVPP/v8EfVTpEeKnbwj/p1UX93UOTQ6/gUaGPOD3w1mYgn0lACWE+az/3DNl7+k6fhrR7Z/fkxv1Ne+92g4Y5JZWUxOqywOXwyTgr6g7XSgnK5SL4ly1ZfmLN/dAiOFHn/7L8htUi+G/CK+yyBYb7/6G70sP5RPaJ+IUm9SjNsKzQK5BLUdSlSLczGTh8Ucu6X/KpD6/4UVYsHWmCKNt/b1rdoF0Y7mb14bzVk89fjVzpd9eCTWakr7RYNfh0UOSeDG8C2hzalSZdu2hfkIXnd773jjrB1qC8uckb8/l8qw0+jjeN8OdRrpzwh2j+4WlJTvmcvyXM6DnU5wDvAi+wuBD6fVX+CMQpR5cAV3otb9Tc/rw1yeql/5PDcrf3Hcv/gwztreWGq4J+zGvfgj5qE8W/s5l5uVf+XByX3/BIUK1n9tX3JiW/BGWq+/PW8/8R5/fOOkWK/7glNqrp4vU8JYOVqmHvF7k5o9PVtvww5D8ilSkMPoqH4Ji7s5OOt0epPe3cR5OPenuGTZsrjl/wWZPOdghg58g6b/TCoQWIXxhb5xOhv5u8x3hpvRhx/x/4bllNw97vAnal7j/ifMXkXa7cEJp5GzeDwv9+Ih33Paw09L/ro+E/kyy/ubKSL4JJXbxay8K3nvVLMPUpma/gjmpd+g81+w+IkzjlOq9/EfKxhjAoov/uLEqnvPh9rfDN5tqEfiz4SmKn9q0Hr4QUNH47eMWCbsPeEn6z7/wwKEc+HvYvCFB2ubvz2+cO39hMuZi93r8FEN+/J+DL/1Zr3/KSs2fD/Nw96yGq5U5ajJcfr7BJWpqmF9gjxin7XWGyVrDfwEPu9f4r5bBB43XG5OzzrGduhbLNZgRZT7EjC9wfLWU5oOOvdiP5fv7Py5e1w27Ug931OGSqnr7C+X+wX4fqe7zlDk1WvUd/7DJHZJ7zp8EejO3/CVbUA6EAAAAPiQZpAL8Ax3VagoDHE/hLJdKvQI+LjHJRB9zGH8P0L0XDgU5u/DO5z/o9fzlwm5XB9Hrwhz5f9BuS11xajp/+jnXDjPaJfPD0RlwXrSSDQjVVjnbBuG89Xvl/qew1utz9geCD713ifoOFGqen30SLa+IiVbVhnV1yh343eTzPXy/vbhWsVvCumdq061XONBj9566mg98LlzMxFOkgI/wNuRXp2GSF2/1Y/eBO1tb/rsENZmOFF+5PPymLRn//lBFC8x6creucSvw3v/+C8QawrWuxuvAXh/3wEf7vZ/tBy9N3P95xkvUl8oPdQvh+mou28ebMvyLu7uruIs7XUn/lvm4l+4XriFh9+WCE+vES1CX/eDwv/0GqrMYlh61HgQbue/fgi3hvLdL4JNxqnlJuHDD3Lmjzh+GsfcPybAeP1DhS/rCfQ8U18sEH+9OifwzHpX1/N25/J6LFP4aqS/L+b4d5PW1hfgd00OIZSnunVMZDkq7DcVxLI1x97R5hc53+DrU9fwleY3/vk2y/0+77a8mK9eF+XIZdL6w+rv/5Omf/PXiy9eGtw/Cka/DPD/BaUaoX/dvLL7eth0QFsr4YKZoKZqSkPGIBbIhsrUY6xo5jzPSS8POw/BytpQqHN14lxY8zA865/8GHGiw8M94yu7Q8EzzvfcPj3yl/1cL5vV5baX+Ia9wzE8nughfC0vZfwcr0jnX+AS76p9L7rlhsQonh14teFM156onwyWb6/w3noi3eDroL7w8YKWYRHtKLwRJM33PFLkR878ncM5pcN6oma/07jRfL5fLhvJvf5c2fbCpN3Gbe6gr4n/wdLRUw9rTC/0l/veW9yDgb6Xt9a/wIWg917cvrtYYKS+eWqr1ZNj/4cuxj/vYpY17yLvC2lGThdAb6YP4eX0/zcEfkb+J5Nh5Ps+bcEZq3eDt6evxemoZLz1IkdKWZ4ZI8JMMnYx74ZJc2e0DKyE+Ubn2Dx62e5wmue3/l/rwsdZI+G5Fu3hq8pA3NpA2/DXHuZ8sL4v863w5j3ftKMy/+cihpLifT+DzyBnm/TD4crKvHUfbaPymY4ZRUhH5yzZuq8OHHWX1kFh3oX7znX+G7h/C5I8xzSkh7mOvv/c9/x0kbx2D3TOVfw6t35fXtwQiDa2ps9J55RcI8df+w15b19DpB6Kn7WLXWGfK8ouHLeDBqvD/T5P7+WfW9ggJI3L3J7i9TDHWCD4+hdY8CN67rry4Pnp2fOJ6S2pkcama9wQFwvqy9vVJ/0imEIJ3pUt0WgRXGn7BDG//y33rlrlwzRh38JcvUSbaPt//ka3FHGkVDEf/AOfAAAA1hBmmAvwDHeYZwYl5PkoODMYlt0yeE3h0w3Sp+N74b4U+1/gE7VOa8H2u+SjiF/CfQZuD1/IaSxG+/oOFkvY/wl95fQbINL5u/9Go/fdFPxPPSNL6G8v5Wlub/0yYeuHzg8PouL66sEXl8Wu8EJWMNU1/a7wvadYxV/kENJPf7ktmp5vq3FQe+KK6UP4Srkx7+wsRKlY1/cZaGhha7Rtl/39had9PyYo/Xz++5QQxo4fO1LrXvuTwRZMwCW/cMweXp3cdeZl7b8HuoX1hVd+5yvYR05L/3C28fnDH2nxPXQvL/qsFtVyZ+iC/TV2Jntetv7CJPWDzUNBKsP94X4JPmrO/BeUv+pPBh60FDf/y5fL0X+/rwS8O+Zo/V/Ci/39Ppw4IVYzXF8NxXfxokdyhEnxQd6hoYqjNWsBNrp7eH5fZcV147L9pqtR4msAxfJNc9dYe3nIbgOzU0BdlOs1r+i75ZTDtJ3O/tBvd6/xxcHWp/YS+/n+N85ZfhBw2r628Oig4e+GKZoKZ41TOMAu/e/8Y8LNcHS/DetV/B1Pk8EZw4szf8vw5d4b0Kzw9978m71uWm7vL/65f98NYmo1h23//4c6hCyQCN6hnXv9sMkbiW/4dukaR9g51/DcJ6XjwcEnY0Q/G+F9L78Yoz4CDu/fI9Kd4nz4OV0ocpb143X47cMw97lV31v+PS7+wlg51D18XnzFMnXLOEx+0mXgpU3hJp+vhAuMxflvzV+Lx2nbnfnr4TfZ/y/r8m4JfL8S+VpFu5zbUcE3vJHXnzB0v/sMwvTE9Qku9PwT/8v16Ryrh+9T4eQ8jGeFicLFUmb//DslHwIvhY4e9+91Dbi/8vk7eev8NJxPktNV5cHr1wwIkhiecqWKNc0l4jynlzZf9cLTw5M6gh33f8HumGjvc3Nfwhx5R938LCMniOdTRgTv8821b9hXQtvyFxmnL/1gmJyfhspnZf+0z1yhQBTeNyvy/Vras+wT59m83/GutE7L/e2HMaXl4gRPXv4KPXF3sO9qjRygVfwfLWw5bF/v808MS7Uv/cobKM0+u0e9hoZfPsKw06u/NZ0Ckev/7CutYb98PhyX+eKL5r+Gcz4fBG8r1fVyho5ubN8Ivh/20GZP1Ud/3w1AObAAAAD8UGagC/AMc/KvF94xYKAxxn+TVR0xARvkw3w3cgw2CAL+Hs04Pn6Jv1DAh8+zcYQ26xwXZHTL8sPb6cFvQcqq+VaTtU1w8iINKc36Rr3+g3UMR8oil4ZzXw2nT/Qs73d7+kHDH/WbX4e3W98v5NynwWhxub/303rfDJW2d3cX0NVz4Snb/j8v7V2HrM4/IxXDfkjOEwyt/oL9e1B7qHCw9TT6/DfHkJ7lbbhsjPz5/3f4Ef733YbveofH1f++Xy/b8oal5+94Ysf/u/IePLm/sNGD5uzB78qECG62vDSi/oN7u0r1cZmmn/g9XkhrD+EskFh/qPEv6U8/PX9+i3zivDWFvS/uFYj7hLRZS4Fg91PKWCbrr/L5O+C7qak8kfqLfuHjc8+bIXwCps4SRm4Uc/l/2uDtdY0t7u/wapcXrvEOHpPLlSrEUv99WX9/Dh9T2sglCblqPKX+vBATH2lOZoiOenKz9jyHI70oQgF/Uqf7S1B0snPIL9x/T/Bhxj3ydQZzL6bNPyv7Jvc/kPGtPL962HRSbcp5PXzYNURleDV3GtyPwdLSU9TCZtK//4cLyb7+GuamvyN4aLeVZY4k3CcN2Tm8OY1i8qlEpstwnzGPCvvUS+5/hYxSLP7iPtRJ/9P+zbv+DmiI52P8Qv7hY0JGXjTRTmALfNOn4Ywv/eXuXL/Pf/hrvwdE+v/DkKlf4ZTUi/D84/giKaP3Nev7rGPYqtYN/glJktXTzig5PD+tbCoIJshTTkN+Tj5Py6fw4JPpNpr/DcUorrCvG7muIMFw5lZ33r378uPcEwjNTw46UPOwQwcrv31ghBAPJjmdvw2V4bChiscMdb+Ty2w5sHz+Cfwrysvgy/f4WJOUTb5S8aEeJ2/8Hj7TDUPKddm8/4/LRM6+voFZw97/OvCjp8xXhvbL19LnGUx/89Yaief5PDWPL1+EfuXJR5yKGpdXcNw5WxaDxaV77wsR2Xudd9Q5ZnDP3hiSp4VXghE1975X5dZm/De8arXDdtf143qpTa+EXiSxqJv+X6kQvT+Yqxz3L/7ggJHu8YQ9qfb8PqzyebmFC59w3Jdt1M+O6HzXiqt+Qe6f4LCT7SD2V7UufpV9hzL75XPlq1/sOSfnB4R/647uX63lBf5V5F11y3/7G73u+2q8fwVuAjaqT8y+uowEn6u8RfXc8v/soIM3mXOsN0QVPZhLpf3/YO3bK+vw+wVdm6/DNmbqH1zf317rQfLWUPXacaXZK0nuhpO34JfNyXHDn2F+F9OSd+WX50v/YZjXS+763x3vl+W/CvmbLedJnGVs3NCP/+/w1v0zlX9K3Pp/o5B6suD/eBMPCsAoUAAAAO+QZqgL8Axz+vP+gwGuL5NLi/k5gre+G+IOe4E3vS/CUovdYPtIwvh8pr0CgIZ39xtSjvoElSZxMPoOZL1/h6+S/w3GGs8qf07O/0c64dYFVvLGS+MvOq6sOGCbHPrDeYO8T/WlhXmy3G0GvxovlLy9dhYqr7RqMWz7/fuHcMFcu83fN0sB12TLTRdqmt/0/UHumFyu5U6em5H6DdAR+VBHLF/YWIkkK85df2nUJ/ByvVOycAx+/9dr0nn9G77l/78EtqOe5MXg39BmIPreE7s3M/lLBH5/g98NY9Vk68My6HkPR3l+8tQrdHjuf+vZxI6L+l1nxTXPvzeCKszHKn7hfJ5kRpfBmfDKHB/08HmSGr51+/DFv+vJ3SFL2g4YfaWuw77v1hutW5yZR5P4O9QuKxlwZb6w9Je7bggfW9xVdi/R9cpS/XlzrawvwvaHUyZikYjHlWk3RSBguXOHDozJwG/rF4R5UvHB1qfkgmq9L/+vXqFcKPW/nYkB88ly+GPC9X7r8DdtR/gktpyfD8uK+vcNcixXKZMv/W4dItKdyt0piWYP08Dr648l09ovg6X4L/PWZisEdJ65/l+Oc40Oz8y8m7cQec/HlZ+XcLGWd7UB1GYPavCXQ73CkHOqK+/ykVdL3i/BBhT7zfaqT9hniujw8t3oTg58L82NbhVo5mLQQfWe6cfKm/3ubNvXBGfcHT9fgkIHzqP9PXW2Ge5cUK2qdb/zFkF+/4SwcvJsEBAjlR/hTjpcs298+ialToxz1eGM917QYPDHh5f5ZesM3CIbk+0aTKn8F3h3zl3gvwQ3l4dcTH5beZxy/qTglzI1+PcZvLDZuXFL4yRWQ+eCGDnl9MMggTU1V8IYBL0/yPvH+vzlfh6XJkBkAp+/XPGdh0k1K5PH/fy/AS76nz/g7L9f+0CGFPp8NT65V9ItSL8lVkvue6YKwwl1YZXK3g6DzyBPm/TD4Yq9o2Zsa1D8tKnMwI4Y7sV4WE5Iee4LFjaP73BBZMTyD2iM51hN37r1KdS0z4WMPVcxOnPTH/lr/3+i//LXhvwvpFw9Yv/YcxW9fQ42Hoj6G4WvwQ0pWyNr8/s8yO8YFXNdawjfaYIPNiw0fcSfUS1bRMNutQxw7bZg+Syxr3DPP7H7Ba+kH2mF+XLrqa4/eVw1qhQ9He68sNwkvjY3riP8JdOoYngkFz7+UGE2e98vl3lT9gh1rh9hklzn1Fb0//4S9INCVCxY9fhuPrwyVVyJBFVj4BHv/e//X4qBAr+KgSDwvAKJAAAA5VBmsAvwDHbRwkvG+/l/QYEcRpmiBb+JKsqIAY+7+TOFwJff8noN80VwkqKW+Hv+D7SDgnhs7wv8I9y+sNjktVcK/uppSI0m565KDmGMnML/ggtvJ7+gv3eqHfw92f73csmFyO0vWjHz5vyQubkw/26/CbztutWw1VdUa0tiu8MrY9tEFevsEJYW0rKuy/vbhefYdpmhdT3hOCZq9W8fgETVZj3e/UHvYXLZszEPyWPhvLd92623DJEHv9Tpl/+uL177EQtq5hno+l165f8Nc1OXzhIO7X0ulIeHff2GjVm7XfL+X2/cN+L/B18b94PckL6l7191WH+s8E23reLL+156z7+CzFkfZcHmp6wzhx/I+uR9bxle/J5Y104MDPrwrxxY1ouwi0Jvr6Q2oO9QuIUXLmEvOfmEEHs1lbh23P8Mxzvqv7/m8vk5dQlVL5cv2g95vjzQ8lw48xeDCNguM3ylbHCiuV9oNlu9ekz5/B1qSpskz4JYdzrQew97+ox/ZONInrdRpF0R414M13rm60pmxmWeL5E+zwGAy8Hp86IHO1vJwru76r3xwX7CLn9b4cw/U8XhyjfW/KvcUflbP83gkJWrmX2y/DUGandUqy8RNfLeAR+u8+bp7+wc6nuOCXyxu/tgvhjh7iP5VieyD+5fh9nrI/Umo/T+yxDTXfuCMjuFGrrL+64LvN+X5SP7MQnTkZ9wcr8V5aBNSP40v0r4LzngZ/eX4YYipP/cEptVL2M9hoJYOdRusYpD73y/CvI/BmZeh77x/g2ue4RVdEK8ER+TWJFu0c2uG7mPNUBC/7fa4OaRSD3PvJ9afuCUICVdcn+tekGzlh1w/fn+LrDXN6xzvD+X/sM7h70npDK79pzx+Xg6/2vsPb3Csy8blPe4jBNfHHCR9TaEeJ8EMeq/l+aT79zVX+FuTKGfR/X2heHbl4PXrhg02em/ysO33GHn78XuGS8nOXwh7u/r/+D3TOVdA7//8NkJxinYfKEYDKVfPrvZcP01/DHNk3zRXGaOf/wzrSUodtEzr+n3mNVd/Lrr1+CTpvBl/9lBB5vVW4MZU/tYEecJaZfX56/yL3vg+Wsp6h2WR4xF8CHd2+X/tsOSr9eo9P/sMlPqE+ChW1cJ8dHA5/9gvy2na7nal5bRHhuuOa/fucy+BPqvX/8JfaEoBN7TrX0GShey+74RvPv/0VIt1B95MY90JhX4yBIPwCiQAAAA+lBmuAvwDHP6QSr631hgRdRjxtbMJVk8qzj4xAcELU4lgNG9kw3ScGFebi6SlfGMmuwfP0g4fjyYfxvvr3DAxVnNwV6s3Sr5DrGgjX5f60qNHNqGsf6DmZq6/uGXHl+upSwZTVl/0Gy7quNGhyPG3+8v6DhMzGWG8+7/58uGarlD47Nbl/XsNXd2lYiGZr0wSPHXT/KGSl1Yhfmu+n0WZpz/XLhe1CBWS/N3/cDxhz+4gNi8du6/wyz1g9WpIXNevORgaLt7h13Gn/MOwlzrj2HyTmz/yfN/4cX7/Jy/s9fGO+bzbVV4apIFX87DWZH/tB/p4y0d3fV1N3brtRh65SBfs1JfrHiD3UVql4174I5M/teoI4z68vMKJX4X3m1VC/wdz96aWRy4NfYsnqFweF916IMWZM7gh5qcK8F5eL6kQrDbuiR/Rfv8m6779/X56mM4Sdqf8Tq9917k/+FxHNin/NwEc/wl+xXWGxoj/8PwhHtteDt64IBAfK4657vyeAS/O9catrBfwnqdTNDLYmZMOw//aWoOnqTvPw4Wpd1+RLK8vhXz+MpjrEP4bt32X9fC/N0+X9x735X7ggIqqTzxqzPs/LJcHNVl/SvDe91KsHd2svx24L5F+82V/DcWfg51NtOl3BHVeCbWfw1jLT4zIWhByxvB0ulC/jrR4ZFMSDKahI+sm2AT/7RusvZczFl/vwt4byhX3w8NrH8/hrNG1hgbedL+n7hU3Hmgy5F+ten82hi3/B0vTBhjVU7zYnnDkX456Ben/kR1ttAkPnIVc/BhgTfp58uPayh7ATo5jJjNytMvWvDl31NBul/xPJLut7lNbpTsEMHK7/TDIIjMVU6yCj0fD2x/+Gz4fNa+41/8pfv6BFverfeCi73z/lk/VzezZeu13hbPlGkTNiCXfPh21k8HnhXK5sjlX38NT3f8TWl4X+Rf/Uvn9/ZOXJfPxRh9bX/Wpbu/ue94fR4Zs/weUvpgwNZmbOoctfMxkbGhXs5EL6Fnkx84+9/hw+HMmuQGB7P/+Cgkj/de1u4WJdqu6mlxL/g9VZmFSu/zdY+PmjX5YdlrLp/CxFsUzU+vfzjv7+w4XaCrVV+DeCyd+TF5Js9fSJ32FtM363XBLtb0gt/LieG81aC6/BJJ9++3vTr8EePUugV/2CDw3+hR98/5uNjDIOhyjZDYJVY2dwtNTPfXZbPYAnfif/DEv99wfLWwYE4uN1zNwZByS+usNxlX/eXkCoZWp+X+fwqdSfkZlxf8Nx+wzsc78AC/MEV/fwQmjXlzi6Yr8hzdV7p/QZKNdPceG3/9fkOrMwIXGQJB4Tz+fgFCgAAA/pBmwAvwDHN+g4FOL5f4Ej1PPR6493/vWgwI5LyVP1w3Sn99YI7zBlQaOg+0g4esL0wix/wFHS8vrDApIl+tVw9O5pZEuGgd9SBykBlUsviOSoel3WjiaFbm/oEdl9jX0FvNox5l6w/m2cP/lLm69I5GfhzMKrT69lBLxkxrWK01+GvPmM2YPkf/71t4eLmM0fm8mbUpZjPU6zwzmL3+US94PVuoXNZlOE2Ocqzxrv1yuG/JEflOF4td78RNJX9uHOy/XeGa1i9PyNKHWlvYJc30ys+FeGqWMl0sEG137/+gzlrj3LIcWT/8GE39XHppfDsvJ/w0WPWOsPap//Obv8Jn9nl9/cM0r1Alf+f/YKugl3+YPg9WqhrC/nZbNCeotKC2J3xJf/oOS+W63h6uw/L9aS8EWIwhfcFt7IhZGg81OMlmhteeEP8uI85V8JuM1fJ0DARny6xeNOqwyE9DGT3HyOunQtKwd6hUz3dVevuGUsg80MhyL1QmDfWC026bv1Rfr8LcMYp8/9Zpj05+XsF9tfl8tSUIccv/1+N8P5WnzRNzfDdkxkG2G4rjxtLItYl8FoFrUpCoOcO9bkq7sQ13/o2T4RtbNtAdankF8PUpYwH5dyC5fiF7nMsCl2l/v3DpuG/RXZOswlO0Vp4GL2WYT8NSOFR3xDg4xJPw7rF8Y9cPU1cx0c7cxDa5/R/gkrN1wvwRlP/U3mhNeV+t8OSk71+UQw5DZ3riOTcPd7vqH+fPcsYbqmkccbw7mzgRb9lZXgvIGKZ+HL01DLbPh7AQ+rX26wIsHOp7PCXlrfDZLMCN5twvszlerF5/2uuZbnssvg51C5NVSLsKNhZj5VO5fz+yqT78me8j8jDJlrZBHq4pf+EnBy8nD+TxilnxPO6aDU4JPqwM859U8UkXwyfngoVaf/7JKxaRfv3/BIfNnpdwuI3db1ahN9PlRxlA987BDByt84UOLMbNv/2FRwvUtu/xq/nr/69TnKL5wvDK3HL67fflqVuI2wTYbdlz58HEHb/9wS1LT3GdK+j1PGEe5+J8OcnJJeHXv+Gtar+De+fy4PNUPb8LBSq1NlT3hM1hZVoS/KeFH5TytXEbhm8Pe18Jt6dcHq1TPXKtMv/4KIY7CWz87gQvW9eVSRfQKPDftVX633gkIsYX7fz0vs/v41c63wxL3J2th30vFN3D22OEfMB8IQIfTBACL5cuK9WZeqmlhT4EQ0sbPHomX76ZQxkgm7r31/rASkHP7ZUcf939gv1tqv0zIIvRgfZ6/62XOTKTZr4bnT/tivtHIm9rDMX8Xwnfn/ghKFfp6dX02i158H3KQsFKlvrECTDL/SfXGfwI54mAUSAAAADnEGbIC/AMd5gtm4k5ef5f+bDBohyBXXcOYmhXXF4aUpjhmwdvZMN3hBl9cCdqXUvwEm9Lxu+D7SDh6wnSOICP8c70GBCqUqnbFcowwJ9dOd9RuFl/S5AT7n+QkDM1Y9/oMZp4YyxvmF4bk8ffyhvETJ9Fdwe/R8al6zS/R657Nv1pYZ3f1wvnYSdbT66lG3nzJmJ/veqG3xpybfYJjBVGLlnk9/OH+b8y83XX/O9608+CHpfn+lW+/L8pfhefYP2T/hvy+HN5//tQe6YXLc2H8ap6cdh8ya+Vo/7C1JWvc/UU+e93Z//sJZvb5d9hjxldX210C3ZLrJB9L7ORfOsZj9/houpO30gl9pd+CImZvl7S18kHmoIqmpgEsvquWIjkny/il7haE7T0fy5yw3O34hf+2LJ6weecVB+G0RT9wzzZUONL6HPvxa9wuTdY0vFpDjf/vazi6/wLvnzB0eGddNggDzv8I0lLT9hI2Gr8cJ3zWs3mPx3C89f4KsXcVfhc2Hpo8mZ0xMzWQm4Z3+0G73ay+qS9pcwVB09TQRT/Jbn4ZLhj94Rkyr0Xsv9+spH9CuHFM48vXhzqSHeHZcX14Vz5sq18NO1aPdPyxJJd11B0X6de37xe4L4xT7ztnrct4/YKng50t94bhb5H+8AV+Q+Py8b5rRtDVOGf2cq+P98HJf/bFE3cYX/dyX43cEvJguo1YzpgO54Qwc6Y2fQqbCilKB2Ln3+qq6r0PcFqQmriWeXIl5noBLXKq/TBo1W0Cz+HC3WvCS5Xt756/G+7fkhrzfvow3nr1uWCM3Ca1cTsEMHK70Fqy+n2oZGGlJSdvh83Ngv/hs8mByiypwk4WX5/EZpXvclYS8e7VZP1XO8K7ZGeStlA+WeL3ABL+vdf8r4/LweeFaQq08N9LmdK+WrXz8PVv/Xpi/VXf3l++bfPgIv9nVHIoaTibAr+DylFBHm8O+8vq9lxC58ODBnL7mY+Qs4Le9wtzYqUtP0Ejx8P/8Hr9M9YcufYKQkcv50cX/+FoT6V8NmW+rTppL+3ZYjMaJ56kSwjxt/X2iV9ln+3XVhvJ/snRf1+bzwv7C/g3pnKqAjvzVOOq4X4WpT3u/ckrsWcI/6sIeb/uD3BDy+q0ygu25qNW+X2C/qaJot5bLZ4iD/2rh7MH39hrLeqz7/6J1eGhKlu6AT8VeugQ1J9OPsEQkK1nxeXB9pkKeIKaW8v5fsSoa/8ZAMbAAAA+ZBm0AvwDGtdr6DgW1GGUAEf4Rm53DfZ3X9EpTvIqDBsq5dyaXFxzvDdv+/cEdVZhJUAVB9pBwtYXphf4eKq+sMGJZL1hs9bvjhaULk8UY9DJm16DFBp/pJLKnjOsN6dgUYH/Qcxj1ni/8BJr53ddSAmvbWGS+7e9HrhJg2jw3g0xFXyhyT+f8E5s+d0FtZf6vUgq7E178N5aX3pcL8T/mzodv3U9zBJ465/pkDYnG5ev+HePg97C5Jp+U9N1lXWZ8CU/aXh3m1yuFatfpUt3Wrt7Nwc/+/sEMzFj5X5JV+/BEWG/cgqpsOCMPZWofdrvsZ4Hqm90WBqPt+SDzJDWJ0fWYW7T4qOxb78EcmeGRBf2/9zi6iMP4PNTissEmjcf/ovr+9X/DUvykljnfxPh4nC+x5sJh3LfO/SGJKkx2gRiTj+8oOy+6q0FyWYZZNkvDz1D1+/41fhXe3hPVykgsCfd9eo6/jrDF1bT8vte0G/N1+QWvEznQ2870zEIOtQzdf+zX+N8ERymROn9l/fbBAZVR6UxZ6q7wce2Cp7hxVcMNvP7Lg5fuHeqm31qsNjz6BVizHmeUkizeQrRs/k8ndZeGqa156/CVjzpZW5DFMmb/Jg4oiOVeAia5rge8Wcnrr+G4TajjrnHab7LVD/5O7/L4cdHwxu9vJ8OkHKn/d7m5fBJl99SP8UQmL8i4Okq4YwrXqMfl6moJ3x3L7WuzhLfVd+vJ56h1bz//gh4XrOUnhqpcuvwi4Zp/xEl/NneuGTc9V8xYLSl9BLBy8nD/HaM+MUy7LPd+R+T/BGVVNnF+/GPE8N5spK8mfEZYISZqddcHL9M4uLHbngR+m+fl9P8MjFmxQHUK3hJ7//hs5sk8rp7qEXwh9e8T5LvvcNyYGPdRbX8HnYJYY+Qqt34zQiz8Pxwx/Pob6VZlb4YXxbRKR9+uubeDwv0vnG1jff/h8JNYmxUcWzNyR+8OO5iDK+jeM16PhN5c8NF918MTcn+fW1Pv/cM82LqAjbujv3QwRPH1TaMYPX6hfe3N9fw3amlt/8EdZMLerL/9mjq/+Fu2vN1/Ah3sfX4cJMlX7pByJa+/lBJGKfw19LFvny6xpZf/sEBeb4SyPOHfDWW39qAGXfd0v7RmDgIG95XlghMb1a7AHxfT+UORsz5TcB/uPCCq7M/Nsv/tgj6Yd9Fl/n8GBT6GPd1u48PLT/eyYWy/XdSwh9uuG6xwsgz/7YZJjC5xoI9qTz/67DRy2OL1hDc/X/06KP/sMwr8q96deCjyfv8NHmc4vnd6VsfB/ZAiQpaj1nL5f4gTsvJfXFfFQIv2eLgFDgAAABDhBm2AvwDHdBwLarX+G9P6y/6JhgzlwqllptqMO64JPrZsifOfGdMJcdr2Rw3wx+1wiyv0/ID8quD7JDmF6YvXY/x6xL9V2GMi8dTesXLgamlmK4n7+QE5OXCWzOLf0bJnL9dOG/Nyi46Nuf9BguM6butc9mJYblMtHL9Q4TP7sPTp/5ftW8kbQfumS/leZ/ftBXkhjfa5fL4SaLbx/9/we6nKsZm7xK7ZivtcpF+Fa/Hzcn1GBc3jeP+5PBdye2S9j2g/WEHm4/wj0nhZyqeciQo/4PdQ5fVYSar9wGbXbfm7/yxjd/eew/D+W5P1+sM43V18NLb+Xu/C+T6Zkt8tQJKS0FgVhnrP3R4IPMkOCM2WENX0dwI381c/efgh4dmp5RRf1/8PcPfmQ5sJjvIdFjgGSLIqjRkN65fTUQUhyy9PSn4O3qoaIHjESz5a4QPBgr/9l8/1/DQkToT8vwSv6O/EmmfztIfZIvggwxk/HWWrXX8aOnp1tYMPhufFQy639bUyXSLfEf584lli7V7R8vrdNeHpbPB1knkF8PUp/4IeTPRr9wXyNWpj9Q37x9Pgmlok4EeCBziXvFEcNVdajb7akTVUf/G8nfloXWb1SDnOvh7Z+7L674bqK1r+GE4WK3CpGu4YpnzlGpNJan8HL/MWsaXtklnzeUTh+mtF+vUJiOWz5yPfPX8QmvwuSXfk6x2Lj4XlKu9nSu4OXrhcmw941bEgPfqXslYfd3D2ermn85V8H7HO/bIYvYzTBynJveuH8OdDsdDFZUVdB7OCHzvHrNFJkHLlaTulYfD+CQ80Tf798Jv8y+fBIsav9+4MBGqqnsp4Tu3+Y1ZvOwRwc9hoMazdf9L79MKihyuZJQn97j++aqDaf76wRleeWCTwsXPs0idKLzhN6r/+EpnZq7uvPX3K3+HJJXtNub/89ePJ/tbbhYkJbJjqvqHba6xqx3VQi+DuyfcM1XOjiex4MH+vZRLlaXzSef2CHYvP/l/5MNzPj9Nfwhw8TnL674JK0g6xju8L5s7SWcwvmtf6LObqG53/B4vUEQ/m/ZfXtzhBUclkHfXs/HOfi8n8S5fhfL8/7Z9hzZY+HFp5a+85V/wl0Ic5biTTYjmS8Humesf3W79eCEuOd9l/6lWdr5hmbPJe9/NFd6+UNkdt8vEsPr5Av49SzJWYGHh+5boTPO7l/q5Q5TkU4uHuj+DGuI5ZNb0CjCa6d9amGFe4ZJj9NQ66nQp29Bw8lmMHy1sGG9WqrjkD+Rv11he9qb1rOKFHQg9/qx0Eya1N9yhosYp8oQPnZ8w7/2G8n1+mGGd/wySb+Hwrl/+cNpF470f+Ggspb+w62PwJ/Y38/y+v4VKt8306/5+/fuGYfMk7qEe3u35e/Cdq1+M//1BEVRfTqv4Pn9kjmylNfl8q/EC8aXhTKj+4Y7++AYuAAAANVQZuAL8Ax3RgxqSncpMn+gx1F8Y/a4TbkPDmb3C99YbvrAhwJ6pne3EX5vPB9khzDeGHBxdJj/45V6D93NmYVRFzm4ETp3dlgBR+CHerKa8I/8gzq9Bwi1mF2Do3XNp1b4S+61ILkvyX+gUY0v3vHPopXueXwsTm835ZNvDCe712f04mbaL/YIcn/j4amwcU3JKwf/hvWX33OJXDLPXxnsHqy1C5ObheyqFa3zbGusJwg5dKtNzcp48vdPl67sv76giPKx4U/c4jqFLB8egaDu/MO7ioPNQRVE6LgEyLL+/we6/r1eEvDflr+XL5eTzbhv2Qv9SOHuq5YN8T+M+GaDtwn86vfDZSLvuv5V7mDvUNEW+CWUN0aOOxQJPS/e/eWsYX9rwRbZPy9oN3vqsiQtnfOmYmDrUEWW65Rpf38ER4Y3/y3qWFzJunDH77BR7g1zMLXSZ/By9XC16cvl/KszHz+Qt2q8EUO/uL3564zVD/5CcmMvlfLh3x/wHqTOozw4Zm/qGRp3rCL2vdPBXTtekJklf7Jg41y/78atXCfaHWr4Ypnbg58O+F65N7syv8Jfy/jnZCe8QYBL++v5Civvw/5ZEf5M80c5lf4kvt14aNQUzBp148zYtwc2Ra1sPa1lfjVSr/99XX+jXhyK+vGO87+xZ1ry5Xl522t3OIY/w4wyDp8MIpxbD4S72e+sGArDuW+bAHcen7P/w2XJ68JfJ+M7C2CL/6Hd7e208IIfS9Z7aO1/B3qQ8Rzv0wyIL+tl3D6kNHvL/rxa2nBFe+6Dx/aHgLfYfCElvlpuo1/qPCx89Hj4o3DK851BF4/ez/kXySeCDIPW6UkXv2pIyLL/wyTNinF8M08+D1bSYcLMifWTzK8Mr94l9///w7WuSdU/72+n9S+1Lt/rul8hcv6qVFDZHd3XD9x6VEh6X3rry/vsoYLh6hx3PBlW4ZWySUzI4ZQV9BY2f5rUs63LDdM8xUYPlqmDCX5Oofe9epqr8MeKiwl9hL/7ZeMUr9nKvqZf9hrbvrMufcr4xNfc5Mplcm/WoIitDzLv+cqhO8/7//DM2GzOIDo+vwSdT+f/DVV0g/0rU+D/RQ0UhIHlUt1/EV9PP9xAnB9Fi/ZfWxXxkCOePgFEgAAA6xBm6AvwDG0VfQcDT4U+QEf4anB2g32a6/qe5f9EwUEuVfJ+xraZA3TaDH50YuEXar8H2kHCxNiHiniYeB1Lv9BgguEFUv5cDLwAr1j3NT6Gmz8gYhjXa/j17o7CCB+WGV/9/Qc0llT4FvOF9bWG/GqOAhXB68y5tmV+mG/Ji5goHYvD9a2Gs2fQy+Yq8Prah76tyvr8K7bn68XqYYdax/N39nvkZR95WefVN/8ob3Va2x7//w9xGGGzyY9yCX1L+LcvZBtEq+cCB+XkugM7UHumGs06FjX/DS4/3S7sk35vQvvw0KXDehwjQ9l/v6cLnCCpz94PNQ1VmlILGqehF9HE+Khuh96dF/a3Dl7ylhHoWf9Zzkb8Ef+fB4vpGg/BD1Twi/Cu1XjWRwZi02f2g2V71wlHfn/g7WuC8h8H1IP/CplEFcO34rioCJrmuror82PV9r7nWuGrc4/7gTsp8v/L7XtGu7UHWp6cQ2vy/7fuTL9+tSeev8P2sRf/cm4cj0/cFmtVWq03KD2SDipDBeb99YdC103PKy7mczNQ6l1bmIbiWmFzTkZ698IV0YzcOzZ5Prd86YTu1hHf4OaIz14e5XDs7cn6t/gjnJQ7+4K8Ocb7XG+/esnhnN9f4bh45PDmRkN1FFC2sAo1Yq3+z1Ts9f/BzqCDqsmfcOjod+RNLutgr3vwRlNlIMe6vN2ya/JfPhX+GjZTJkv2A9Fk/8/+KUHGpArze9cLBSPaeENIzGI4kUkMyIH48wReWdXHpfJ/jX4uHMYp/zbMFB9LyJhyLPnYIYOdMNBh7o6df41c9/hYUTLsHNNv6E/vF9PFwfmr8Nlw9w/n2cg+jMYvcK6xqmzxfIP0alAfedh+DrUgUh/vG728QM8tPOvl9/wQlFfmC8EWXr5RO5yHryxgi7Wzeb6Onvg78UN5vN+9cMjiw9cNXMZByNnjE+hcVbnEHSEetb3+D0v/phovEmC5QfGu+l3hPj97Wlfhvw35Tryq/19hwl7r6HDKX5XFXXrr3LbGKevy7U3l/flBAXgf9MJ666X3i5phvsuGxTj4WMzUnae+1xfnD9j4Pi+muygw514IV/vmbhcMVny//KG/N//6YJ6m7L+UMlq9f8I+H1N/hbw3TMTvlWNkf/2chxnwy2ad9+l9w0U2B3LfIqcIWXwL8p+v8MlbfX6FFSqu/7IHTEmf39ho4nw7luRHX5K//Pg+f2SHTxJ9/bECWElHuMpS3/CXTFQI54RgFFgAAADp0GbwC/AMa/pDky9BwZj1JXhI99f9fQYJUT6jqSj6nxV8CNq0rbrMPJxGkvQbqusH+AJ/vdfa6wfZEHMeTYIv45F49Y4J+q1e1hiPVhmP/CtfGP9O2n9BuzfF+UuH1iN+m9H4fhvj0Vy/W8om78v/R6/hqJKoD1XUoatRheHhzO+Rc++voNZrIL+dY0e/sOSv+X0RxVWiH2CPzv1v3C81FpPjynUQ9KoU5f/r6g97Uxmtt8vxP19gmrW8/5Uu5T1/LR6f+vvfWGhcN+6w7w/ov2u0GRSV6htY/h+VMfD/4JdHB8kHmoXqb+pbOn53yl5ffdQzZvq4etQ/4ov7fn9/Szi5rbznUKbn0ac/4PNQqZ915y5BXG2m3f+CHtHvWX9LycNGVrz8OFm5+Yv8v0+sPd31Cv1mZBgo960e/uGyk2+vCd265k4ci08Hb1w0YnrW4535/BeXJhPJ4ekhBlHgS+OP+OkMNS0vL4L5ofjumWWb//DRIk9eD/w0Op/aPUq8OxJCnrw12fLg5ySayYe7Q/pfBgKsj8y/SjIQckv/0UpZfTvcLmVdJefoyTvxZRZGCB0XyrvBDzrpv+CTWvRq23Ct7xin1DOk9d4tjTV4PIXx/n/xmDjU9eGpGPFebNKM4fl5usv5O4qfnnuVaMJmvWDldYW8K6p3N8x+F4j456th7ub0NNuxl7834TeLMYOS/rp71w/kYKxBl6iljHClfToOZs5hh2jw+iX1rSNeCrzfJ4z7vtIX7/elcQs9xZOXFTiTj2COvveDnTQa2fYMBASbmS/Nvh8oC9oZRdx6f/4bLysJwEj12e/xhfV+wX3rSJmodtxrJv8HepxK/Gu/wqKEf5sqvZ7+xoR6iaj4nzlUEj5TP+9ykNi4PFpqcasMvvDttfL69uYc1X8x4rzr6F484/y/4osfZfCKjP4WJb6RPr7c505+rcSwyQdWzXLVd8Er3tPwe6hct7uusicPL3tFDndS/74YpvNiYcaPX9NB2Mnm5PXnrlgd+Tj+K+UE13lcZf+/D+91x7E6+fSp1CFj4Z8jXrew3jNVE8YYaJkn69wybP8Eb1zK+34Plk2H91WX+LtGFOvkSmncLwyllewvw7yeTrxaZRo09pfr85emDRn+Gnb/2FdazOT+nck/fDk9rrlo5P/Np12tdkKGfxrl7T7wzB7tLxn1Gbv//giKovpBB/aHhqFjsOi7L1+Qp8s/7hUTYIvUexlvr+QnfnV11yXwDDwAAAD5kGb4C/AMbuYIaieeg4M1GPJh/gjyvr9K+9cMSrtlXw987zrgheefDA9hy49WETXJQYJE2I5UT4oAq3Q6P4PtIOFhfcyLR4R5pcMv8v1JUoYIyyWz83+4/XHNBqX3aZ+j+w1o3/5fpaosl/0fB8NxXH3vtKn3qdNfKTke/vL+7phq8IWXg4ItLe5v/r2g2d437XhD76/g90wuSXtJ8bJj1es16axalvc2HfYZzp8Oe56/ze/GpCeH6HiZn45laxfqCWf0xyNRw924LyQeF/V8NWw3peVzS7n8+SV6mu+Rct5fn+iTflfsoIPNHl00t+4NHbH/2gyUeQfpz8Pq58HmpyZRrW//cGHKSVEupfJP68N5Oz1+PTQLWTh4nwReF6/PaPXD63/4O9QX0jUBB/H3VYM9ZLOsG7+wbuX/yVmpJ4T5frV+YuF9MpfTqpQQGn2uf6TXLhzGv8vte0J3GLP3NAHWp6hrvoukX5/+CEuMMvLL75vJdhWT6xXnF+Cvb/kL/7mw2OG34aLF9xHW1vj0brv3BAatZL6RX/nDivp264HuufYlIa0HL1wXjAly/Y5m3QQtPSiHZjDcvlWKcNQ/hy0YrJuEd08oT8UX/6vcF9ZNiWDz5hiV/5Yt+YyMDea8HOkHM9zWv8E2zD1L/vqVI3w5xqiimGVOGpyeAS/uNy9hmXN6p3G/hB5mf8TD8HGoXDy3GyyIRYSiXlL452xbjPBFvPmqf0GudXhimdIFFKR/4OdUPbeuFgg5qPtGQRdQkY80nZbzb+Gyl2W64eXF/+GJW86FvydrhhD6yl8O9kvdIMe8v1+6YXVy31kvuV74jtBC2a8Naa/wYG0kekMU+J4/3BbWoHRf0XsNCXy3F/Birnr1BgbA7JWd864DooiH37P+T+32Ee4JXLgjKqUzOrL+r/uGyKvsU8+/g77BELheg6QfhUUkMk/JnJ0P/bn8Z66g8XUoaF8+r8BA/QP70XDIx1+IjCLmn9bgR/rwyefZmF8NyX/rrPXDS8P5vOVchEEm7Hr0IF4g9fpnKuzh61HkffS+wYGzfLi6Vfw1JLL/XKiy+9de+0w5qf/v4cunblalhkihb3Xxy3chg90t92DCm6tHlE2FARQ1bHhTdD0ursI+fJf/bDfDVB3X+sKEh+tXL9z1hUpaoTvJ9fKDX8o7XWeuGGYPPZL+2GSYwviBoEh+vDRTYNe1AEsKKT4eSR/4VrWveb707n+Yaf71vf4Vmw2HvifwHUOpJfghqOTI+7/2FSq+jjJfvTr90x2/xKg+0w1UDKKW60+j/7hU/kzB5YGP/Tr6ZS47/PP/FVxViEFYBiIAAADZEGaAC/AMb19BwOZKDDLlXDWjhvPVN8QCPnbpV8MRPiQ0qClJkTn4AsccZIG5YCY3/q3lWyUGyEwXm5DUqor+HWvnWD5YiSbWdf0GIjiXh3wrxSzDj615O1qYEG9pBmvxH45TwwUa5nff3yUbJci/aDfl+oMaX5If89cNzyFjT/UNZl+X55hlEjbYJ+wrJ+PJj7go0//78NQ3kP5iOFv2pjeiyChL7UHupL2v3l/0r+WTw0XB1kqhuj/9+G+XM3ypjrLy/a9Qe6ghJzcgosv7/+CE4gsVp4PHqScy+PJDi3VLN4ZLaqowDD5l/XmxX/D0n+5vJmp08O3i+vc5Ophnc+v72sNlMpvXj9/LcD0hv+1Bzie8VwQkreUj+g0JFb6xiaa/l/vzmV3kNQyt/8RphqWInTl/gQa/5/C7Qcvt1DIvv00X0M/PXuE6xt9DcWX/P4OdT++HbI7eN8ER5Z7a7wQCK11aJjM/f9r5bBzaXuFs2C8rX3xmx3EvrIcPZP9wRky/V+CTGpFzDCsrw0QMVu/q2d4anJ/2MwcJ9Q4Wr14I3l5H/PX5bmy/DnN1X+JeVZeWZM+L9QzmDc3U0MMokX/efNl/9xWb8yCRfvByX1dXDvhTQ9yb7sbulW4ylX6prXWod5/Ivz/qYXhi3/4zbCvLTGEykx6+YsH7ncHNiIJBs32y/92GB0cXzV+8JeJMGl0W1GUGDllTgn5fUjEMVtxsJYOdM51hLv6fP/X4WNmwPnKZ78Qxf+PdvP69S3fGP2wt1VJfvhoW1Uf/fBz/4IhMJsfOnVZdBoVu6+GM9fflLz8TYZhuNMu+piwdjsr87D8HP0t5A0FuGzydfNSZX8FAxdcmz0Wstz1E9n+dgjg5+19hoPPmgvCbvafKvr7MSX/zFximl1YbxrF3g4R42/l/fsFHDv7StY5r3DJKh1U1DM0ZpycvwdfdZArzfph8JMdyiTC/CVejqGvOShmHEZAq+nlkP4vasMeDVVC/zOVN0VJLYBDfbqYbvq3k/XuTzf2C+tbO75fMOHgPy/WFQnN8YX6jvf/2FQhN9H4o3u1hN59+G0QZ72sEXmk5vtsMy3Duvy6v1DVV0g/D0Vy/OoOvkfykhEanEVNf9hUSop8ZSlvkRB/bTtP9RkgiF6E8HnwClwAAAOAQZogL8AxJ+TpBIyfRhWbhT70elH8IvLd60GOVfk0En4FwzdI8OXL/QfI71h0rNdcZ/AFOsGN2G9j3rNg+WIqHML0xkBF4dCpwBPVf2VdOFvJ2YaUl5VnfobrPTSlPQYk3nX/fwn0Gf9Bq73izFoSdrf3/9Ao4UbmS/L8M+b9hDWrvgofbGsOvlBbXWb9jfENnq5lrf/bwx7FL+Xdgvu6vu64EepA//9FQbLjLjK/AS7vpfhPyv+D3UEGEer5073StI1kJv1Ah19UuSdpnFL/vgusS2fltPkt8sv2Gsn1cj/77q11giPN/KnXgwFZMf1dbK2vmLEby88eQj6KfHFweahownSfv8O9Z1dP6LfWu8T2jYfPr+Ie+jwQeL6OaC+Xfr24taWC68fXVetdYcLzYpS0f7/5ReHvYOa8vqqbggHXvdOf+tzuQW/Ut40v9eeuHM0f5fa9oM+m7hC7xyPOnwdZLptvHP3UVN2JTFrWDl6TgmFZ1517E08duFpsy6/Nh0+QiGLf8HLwIPPi245VwkxeX2xOS8mcj1SBLuvP8EV3ByXyXVwXayuNXvb9TlXwk4z6/Xgh8N5WUR4a1kxfhvNPv6DRJF5F1UJvMx/72FyfwcaYIhXN3y/XbgwGXXaTuhJmrzTflnfD6STrvBGWT7q8kfX3JufXhrP+G5d5Fq74dR7f5jQxTPxWDl+mc64cvw/974MCLXwvQhfI047L/l8EZTdfVr7BFSI2N0r83P/xXPnk9e9PxcF5Hppy7rDC2yl/wd9hoTL9fjXf4IRQWr90UXzfw4UP9Z7t/hh/W7mzg8Wthw832fh23Ou/zij0PQ9PSp/vUixxbP24gv9+CIru+r3DN4MbzsZCNtsT8PMXAQfv3w++D3UOYZ/eLmD8zHgQ7u3/LVMuL7BJ3fUnnJF1DDtP+HC5Pw+JYfXyhvJ69RXPK/14czSm/uRWHvfWpWHyQpXnv3v/+aEEatP/wetdfwYahcoTPhfU1pw1PNpaZ2Zf5NsEfm/b7lDhd3ylixz7/sb49SfNCGvfu/YKdCgZ94ev3D2a/7DJOb5gEOiOPbn3S7wRVNn2/lZwTDKj95flvwyRotvahJcGf/+Giqq906UhXyp89RmX+JQZyfNfvtOD0RDu9ZQ0HCHq62l9YEV+6PwnsN/P9hUsOP/QGWQe9Ov7xwfM+xKDMgngGHgAAAPLQZpAL8ApNcCAf678EgUzYOKUW/oOCtSYYvCPScPG6+tLJYW82G5vF3LgC/Gu8IHqp4avkcN5vC/oLcaKzNtr4PngxkRpLCfHp+X60rBB59iBZsOg8lPODmALkpq2GraG2Op/XUg2++PVaDXfzXMIT4zv66wteRTI21d+W2uX62sP8+rL8mdTbNCDVFl+X/6DkZlX9KsErxdqwZxx9pZVa0pUSVl/kqULFDvvpXdV1P/8oL8U62kiG8v4Bu+WR72uD3UEW5sjZ7LFLtoF1KEC1t3l9Qe5IVvvDdUlkHBYAh/GsYyT3j3Ed/nwYYWy/ovpv4X8uSZmbDVc1QQt+XBLtBmRjFc/J3HweanzjwIm7Pcf14MNJ8+aw60f/givr2usEk/vrL/dUesN53/Rf+6Nz+Xw1fCuTwDaJqjpTqD8Tc0tjEvtHr/QW7694Ob9/gvk7RP518NHnWvdmCmacNJMZfE3mXlmL68udcuxFe6ZeWw490w1h0j1i2cYz+pOXRCF7D9oP+EPR9x/MbXnlPX2ow9KPTktPeCQJtxnb0fBzqeo5owj/kL+l4IY33m7WvsEIs/+qL/f2X/3p14cGBjLS33BZuYlU8Vy790LACg5erhYVRnX3nXuh7pNSOYw4uo2sfivL8mRr/BfDHN0HviPUpYz/2IDfh7M/2EsHGq4e8b4JJzQe8peKb3PUf//54IYOPDoIJshY42fJKr/Rznl3H8IWfn5g8b5/Rcpy/t/BzqCITWrZfXtwQjFVe8y9QTb3nXfYfMWMr/q1eCKtJ8pNoOCIQ44lMW3BD/l5ng60w0Jd48qxu/4atp6/DJNYrtX8x9caX79x3D3t7RGZX4SwdL851/Gu8v6fhUQqhj3uS+hO5s3eoI3BX16hgvOu79ccf7f78EXNw9pQS+5spV4Ise9nvc9TVtqMswj/fv/ogeaZy1+V0Ie49/sRJmV/UnmE4fzRy++uiOZf/sE3NFahD5zF7gD3TPZndHH3D8J6Y94V8/aRFQooj/b+9e2fqYPw7bWf9omq8heRRL/84KPDZTON9fhvmy7+cqXe4ZJz+6HFucSa36vKL0sWQwe+QJ8Hb19h8ILJzYU2sxXu7vlO9ThAhaI9vGeKtDrZo79/YYpDkybX7kZNmYXwRbTbIX1h0uqvq9f77aXDqzhEiYQbn+qThINBBpq0QX8GM+f7DJS3uoCF/11//+wqRZ5vs+E7Xr/7BLZTltfvbV4PnrhqI5OAS/0ez8v9+FRKCOeHiRqg1fr/fU7O/siIF4JvY/Z/hKTioEQ/n4BQoAAAAMLQZpgL8AxukcKLxDvy//IHBUuCbhlUt3+EXDRp/LxTfcv1XYYqpugqicu6xfwTdqcV9kDEYpVvu4pZlhDb8WQY0vz1B9pBftrGPXZh4J+UWoR7kbTayX5KqUM73b9lTbPfyByZTOvi/CNQzavff0eqjcr/9L8fLjXEvS0awre1fLtQhxLmDuH1tN3+97BFzcn6vC9QlSTZ5uATLAqIdzsMWzM/0VBvqrH6JuvgR+u+PB6ttQvwvcDqMz1sjIL20j5Sa5/fd34Z81MsZ7+vQmGE/oMipM1YFZgqPFj8g+HImFuKg81BFJnyjPDJRetwBO/57/+DzX8PdSl7u7Rx/xPlNF3O+sF2XL5WU4pF7snDPtFIcrkJfHeED/0+eHYv/gL1VePB29cKEduWhM/VQ1TX5RviPPU3Xy+17W8SJ4OdQReMeyji+tvgo7lrlfM35xK+DXufBxa/oRlHF8nc8FOtXZm+eXQc9HrwzhHBF8W/vP5wuv8JnipeCQKXvmy/qrlu+y/ruF5X9yLy9eB1ST/sKx1lPDHvr8DK59+DnxuonyY4WlxeHfaZVwd1OshHudmrLh7t/CIIjvDRJPJwCWff+DmjUNNNk9a9M8LCpqaNfraw3nmCPDASv3m9F/voJ+aRiJMzv7KczHK/LFCt04HqTNjIOn6ZxK4CT9ee/5RKELcvfCxApX8S5nL/Ht/THOGr2wX8XV31gla/q/DE63g7yQ0dwNHyW9fm+az/DIhEcPi9vsVG3GbrqDx+pxOsbMtyrTL3+GxHN1Yrp9n+L3g9W6YXLx6M8S4uEWH0NqmS4aujT6wQ8yjlJ4YJxfNT30OeyhInij7t7Rs7hY1Qu035diqPd0U056we6f4f4X1SzI59yeL1oS9j98uy/+ynr/HLnt6vl/u6PX8P5hfbP1+d59/ZwioTfn/+zjlhKXBn/v5QyUa8w2/NfgmyOd35fluC7DJKu6+TW+X7l44NS2t36/CU8Gfq5c9x+fvg+esoaksl6wde/9wqdyXgPkUt9YE7/PP/MIhuqqAYaAAAAMkQZqAL8ApJ1gQMuR5NILGTenQcEZMGPS8I1X0/fqG+o9robd+GJarvrDEq8H68Jth8q+BPtM9vDDl6a8qvQf6rB1eoj7clHAyWW+PdU8QfF/SVQSYW1PxfQcwrUucEZLLTukj5BsG7ZhZevoEXc+YZfafX8Xq3Wv0GyXvljJYvlePyw7T/gu3a29Ze0Gy8brVZt+D3UmXyj9/Ze7+z1w3mry/y/3efhfCXyeCLi/qL+9ZBMrH1BCIPKvsv3rvY9/yQeeN1kyG9Lvb31IJxjcbqE4NfcRZ/O33+G4zzltp3+PT4V8mJ3u74gv7+vx3g8L+TWIur6vJ5cdpsR4gmq41Ufp2jlXw4yv8SoObJ3+C+iruE+OPJdAIvdn9d7t2ljYfpNu4VEy/qr15O7rwlVebKmfiJiVN/uHL2qj9zcFUxm5vTIX+UXiPg469QyITUz5BU1qP/GeThgsqO/vepa92JnOAF8Dr7nwcraw6bOvvcyjxUxyd5HEIvnXvOt8NSHa2YYdIE+ks9BjYZQn0t/DWDjU2S5rH7Z6pm+v/nghg4L6urhYEFqFNJhl6jnf8cX1fs9WZYU4EL06Xwc2InE1+ELH33+HxSrrUK7Gzz15xk4X+OL/TuHJl6IksPxr/1lDJP4OdM4UX4bt49fh7tB38ZK7GfgMfRLSRgg+/9adnpqJw6GZY+Yv93QLY0s+X/W+8t334u3W99+4an3jFMTIJjJrw3LvOW+EMHWoIi05TVmJ17DIhV9t9QywD/iO5HRbweF/Xsx5jd5f9PMZaxHlLL90eJIm5s93B6X/0zllmDsYj5AvLnwnVSO92ir7MSHHDb8OFdvi4dtpP+z1mgGV4v+4WJn5LG6vVfDNh+D3Ug+8+y+veHxjVdVy+fy2G/YS+4DN2nCLv3Mvu5f/sMdFWJeiT8qujUsIdztHy/r2FakX3d3jH/w9c1X4a8+rhgbn/9nsB7PaPfl969D6+wRDgxxT/t/L+Gca7JxyLWdP/13GCJb4Zfz5J+PznhmNeq6j+n/B6Igh9MKh6b8n/9nu8D8pr1y0IqI/R3A9TVl9XH9wYQDFwAAADRkGaoC/AMb4YC3LHCv0pV/CIVqfoEgrJhM761yWG4nwesN8AVG+0Dm02p81smGKjVOzPHGHtkw3FcdvPTyQevyIOXuq8MnK4Qd9ldFf0DDd61uYZIvCcTv5fpeT6Dld1CMwaO18LYF7+j1wzLHHhEwwn1rqUTflZmldP8nVUX9/DUP/Ex9tzuDG7whW9u/cN9Vi8JObfwer1DXE8HOWtX/E+YXw71U/aBgKkzd9VevjhW+Dw8EPqCEEE3+jKKgQxqn3g7PBD6nBAoaW/eb/jPDXj1DpJx7/hC0/WOusTfVWT+0cSuPd+DnzDeG6l64ZC1br5V7yeQWb+X66sohp8R4Xw778n7BP4bb/2g/mFf7t7li9rDvCEu2SbPJW4Zkq7UHOp6cfD7i+NXuQ8MSf+u1DhojnLZ+DJfL/7DJyYTydAdF/H7nwceQXzf4JggbFPqNa95Vvgk83wnL7+oazL6w7b//139DfJmTPC5q2ewU247oEFPmeOBy9BJQceF+bqJPn88JPHWbZ6CfLJ+Xw5ysi+Hhq1vBvKXc9x810E/4OS+lq4ZykqffgT6tf/5S/31OX9c8l70/w1jNBpkoplmXPP/Swcaho9a6/Ddc9fYZELXqQ9NbvuYsjL6LX4JscOak5o3bI7iov+vK/JJ3KP/C5tpTc7y7PZC8GWk8Y7tQc6YXO9z683qmCR5LtqcNW78v+nnrz2Yu7uQrnf3M/sbh3sartEXm/GyPr+hner+4SwdL8NYf7x1h37w/cnkL/3hvN9bhL2t/E7ojkHi+UNH5usPL8dw7964bNzUKn4yDTodzxRf1bNIV77txbDpOW9ydJmew9tzZg9L9rrN4Y8kM0K4ZSXEPZvg+vTy/XcbS6yluVPr2wsSE6l82epvCM1fvhulMHtmKQfzf4fGFK0wazTHSYcyQzZ8A0bp0rnpDuelXE0Xwx5ZYdy0xf4b6i/s98zEtf17nu/h7dPXLheFNNjG78vhl63hX1nG11Hf6ro4yDZd4Vlj7V5QzNh81DbK//yhXkt47F6jS/GitdP/DU2Gz7Ai0/Xf/e+Gakru/0HdfB6Ighyfpyy+QPDCxf2GrMJOP2Hxuv/19pjRj39QlYiE/jIBh4AAAMQQZrAL8Axpf/pBhMPo4gWN4eOz4BN6+c8hbyX9BiGz0u/SRuKW4ck7adDO6dAlmO/aDebzvFZkal74t4dtteig+WkocqTPD/DKWJXThuTF3IKtY/Yv1yUWS/6DV3esZmn/9AhvPJdUuTX/V5PXe/PUWNP9eCLC9jS+KXtBvubwfH9cJvU7PB69JQvjPLpWqwwxHqe2VdWTJ9eI83xzsnhzWbnB/IVfjL53EQdngh9TgiygUeilf8W/fVvhkuM126BC72+/8Apq9df8Hhf/Sy+/eCHhHqNqL/rgtmZzjLn519iJb1iCap6rJ+21lTIcqh3j6FLJx2fpJd/6Odfw47eDnTy/0rQ4VLvPnnXbG9giyZyyfe/f8kHHxvnLLCfj3P6L6nL4J6vepkf8d4OF97/C1iHmR18HdeAd6znnQ93WoPsODPkok5jl9/SBJcNirer8Ed78JPBD5cr8ka9fRf780JPJ9e6d3l/d8NEtLy/DMg/4rBxqHMmb+G8ny/5eevRty/kfqsorbg4ujBfhv1+oWCk2QpqsZnxwED9ftfoW+Of4a7uvw0uX9yQcLWdHfJ74haboR1e9al8OFuteGnvO/c5lTwQ+//1RQuT8HOmcIL8N28Ycv/dB/qt73tME5z5h3/w3NmfuE2Hl/n8EuX3JnxSl/9shHyfhLBzVeoaO4TKPWTpjiJ/6hkx/GDmdNlEgugXgTaiy/6XeGS4e9qM9/z+5sy5WuHKxyuJeCF9LPW8Hmp6/DssSq6X/TxJD5+XRHmiX9r8F/UYpy2pDI2n/+EMHlEZ6z3DPvRfXvZc//BH4bpOL8OXvUhsMsDf9fT8n9smNUku4V1H6ab6hraOP4PdM41fw3x/f0HxR3HOLy/zRgOpaR96NFCN8567VQb4pf/bPXIpGBl/fyrm19H9qE+n6/9h3MvrXV7M8AswL+Xy+tDYvtDJvv7BDhuP5fKFZDd5bB7t7l8IHmBF7yrcttcHohAh9FDQIEiN1wqy+PJZ9e97CuaepM1/hhn3y/SXkCsEXqPL/XsQgy3wIvwCjwAAAz9BmuAvwDFH7ebgkDGKYu/pGEYZjn1vXG715uVTEVThBuv/dTxNmY7fTQf4uL1j3EzfU20dzDx0xrGP617werkUEF35vNyYvI2MzU0LJ2047iunPw/g1RZcf0DC951+seLF8OdqRzY+97nX1R8X+G8++upVZ9BjDlGfMNR/Djx4S3NfWVWiTe2yk/fYawrXi24IuoP/uG+ahl0/h2XDzrw6w3g91DU2jtFdq2+P/+i/G9f2blyIftBWpxz3d6SF78PT1/l/5ODs8EOX1/BICI+eUZ4Zi9a+GLf/B5knqBH75//h23j4x/QJ+78N6MZ7RSkrj9qDmiF3vhslw8UzSsF+leA5hOM9kf0QSJcH16L/VS/gjNJ34JfDfhRqc/UtetcLxtf8i6w5O14Q+ez9w/TjPfdkFXurUiPruN4XC0hj0+PhOw13DZ82Jr/DVK4OLJ6JBKITUz82bka/s4leHeP9dqY0O+9eWGSqMUVjK+ew4OC/+uX0i3wQkTc6/0cqKysEEkbzEqosar1bCH+YeZ+aoI/K35xf+MUHHhfcP5C87nixvCTDX/BC8ebfl8KPjl+/U1bnDTL5Pfr3DWa9Y116/6w1MDJfOOSVz/4OXrh7VSZiOeTnaHtLM2+HFqf5128vrV3sIpyeDjUODIvs/E4Q79f4YNtrRr1easfi7Q3dRqCV5or4rLp+4e5yS825YEivmNYZEWd3g5ohT1/w3bxh/BHF/0b4X4upMZuslZ06SkcHa08NFga8mn1jXf/ghIuylQv0ZYmTuTg8L/6hct5srd8EDX5eq/5yFFgdJf5i9+XdZl91uCHaHd+fwhg8Xphyq6/mBkED58wzPvPX8giHYcpl/m5dbyfha8Kq6/3i6m869lAm/c88HumGhbv1jfemX5etWgViE3xHCHLS1xj8Mc0zehqHvd/gl80X9nvKgw7LV/9hnWG6ZsP0w3cP+GoY9z8J3lv+X0n8Mi3XXw3hu+wb/2cY+CM+Lj/v5QyUQ2jepAbln+CfQ3L/7DRJa5wQ9s/m0o7+3Lfruj1H+//B6IQI9acFQaBBCvuQWEq4Keoaid/2Fc95A1jipuHxufrsZ6/IvdjQg1DL/ioBi4AAAAKcQZsAL8AxOVSPWjhpj/CuXL/8hhDlp1+W8l65JQ3CtZ5C4cSO+EfJly/JESygu8+kzuK8+D3SDnVe/Defa+5XI2DDnlkzim3Lf66PWVFI/62rDXV1Hix5haC1/0rH4bzfKTiV4l3+Tw1h3h4Pw43H7QWl/5uv3D9/Dg91BFd2eUZ1B2eCPf4aBEMMvu+CrFn0LjFt8CStrDnm6h65W0Q/u/OJr+BD7nng51MJ5vL6qrgjCFzr7xD9zFmt34Yvte0C4mm5n9/kg5yVe35JIhp34axXarDT7+l3k4YFTM/ZT1nlLf9wQlUnk6eDha6G23+CYIYepm9ede6Z/RCja3xD/g5XpBfqYg5LVfhrabUhfET5868R564enl/+ci/w6t32z18N7U9bnByX9tXDd0mq+Ej8/jts+DM+Tf+aDjUha1l/7cFxI80e5q58iS/fuc8Xc2+Xw0I5P21Dy83wdaYaLLDUmgJP1em0/++Hb/8v9rIHPO3b06/+YTqH/ifLjHchfX2wQW8arhrTe2PfYGm223l3wynD4SwdaZ6413wQ+r313QVy278zNev08Xt/L/S5fO0Xuibweec6/Mih1LUy/9v+eqefPO+sNVHmhK8s+lXhTD0Pz1LxOe+Rfvyw0TjFGfgYqhn7CGDzwYSZ1kyKbwItfrfkffS+5dwtqf4cbw9dgbyb/fB4tSTi9f8M9ret8PiMnhg94b9u34BKeTIw/edvMm54Xi89L/7Z65hUIu1Pv8F2T6k+4rrDm94f82vXuGuJ5n3H5fg3lj/Coub4U9fTrw3wXr9+mcZl+Q7FR9diNVWVqd+w1UTzKdPUGXL8As/f0v3vuFfofB6IQI8vpy+GgQJJa/a9ZL/lEUktIl/UgRml+mYmBj3AMZAAAAKwQZsgL8AxOlI8mkHCiYfQcNjHteC20+EH3rfp5fqls9OcMrLzbKH8v0yW4c7tqHo/bC+aZXKjpfg9WREn2Z7dB3/9wR5peWX9riQ1utTohlfDGz66Pf9OP0+XV9bN6/+6W+Gqruxrv/wtW/U3KL885FUHpfz0sNcPHta1bz/y/5Wv3OX9/ov+tHr4I/HhvGCy8kHeEeX0vw55bUFm1nw7Ow5iS/v0Td78MwkEjnwHUf7/g8L69cYvcNctr0eLFn2f9r5Dny4934OS/+nr6CxuMtBsdU6/BRx1cO2/bcT5jS+n+rZfe7bDlVxaVWMnjhREnjZW9qDizfUMwHe0z6/G2irivNrUhfUvw5SX7yIA7uNyX89R+5/8HCX0PjG9rCw7Eq8Srzr3hxk2o/jn+CDqvDZ7RVnDJwkbeaRUf+DnwT82RNjlvwTUpskzuRvgkyeL97gioOj/drBvrl8ifcKykikqHpuodpX/v3WTN65S8/K/Unm78ERKU+dT/DWmpPl+DFXODnzlvlfesPUpL/yuGyUntKZvVkF/ovp+4T8Q9IQwy+YtkG6ZC++ViYvu9YcNUMvMxf4S4+A6WyJ/lmpxpfX3BFvhimd4SwdLvDRYmxgEsJmaX/4IeMY+jNwQkNncg8XyhovN1nEMNW+hlfn5f+3DHhRqvuqVbKYO8FFWPfvy99Sl/+w0SbZOwjPf9CsHmoc8mYx/wj8CDL8/upae/BGW1N2/BHk/Bv2wthC2SzJbhfUVrEoW9hB2wTv+efHwe6f4biOa7TTnv/wX+V41KnVzqdf7+z2fD2yQeNixv8N6qrHC2Lsqgv/2Qi1/EDYx7sz+wqKm/ql8+yNtO953vfygl23zG74n2CWFq/LdfZfL6z1X98OTN8HohAj3p2gROb9s9Y///fr+xYYy3wDGQAAAAp5Bm0AvwDG+CgOc3xBoI9KvSNhvfDfJrrhjtf66w/zdQzQ2qa6iujM1se1h5SJrkwxjVOoq+vkuxbyyj9XB7pHCAtH5z88F0vb5K+l76Dkl9fx0jfZtoN3wzWFTgvh/g91FbrStTrrZbxuIa3wQz/XL1Bhos682fUcfh6JF4PLFr1CuPd5Del1U8aMzzbST+i5azf4Zw094JVed/l8k//zS/ov515smP1vhmNU2NqCb5+R8JsWU+Dwv/iZ+d8O2/32W68k/o1//rw1fVY5Qzv2++Yv9SWI6RvjrJ/0UgMOSL8bzUCL2uvgf16zrASPda/+wa+oOdMwvm99LZfL9Yt+0DAYNU3ZP/qBA/5v9f1FFK82QcWReoISCVf9J7u3lL+vm3uy/12TEP14ub+NL+WGcjMjKiV/FleDhtWX+HZ12mObOdedee+MzPf568PZ340v7b4XjHtWvyL+/UpNq2pIOHqkezwi97NOPpfeN8EnnbL7DtIuvkDQd/d18hp9MHCaNMvwrmypt650PXT/w5mH7ksvvzYJL+3/VQceTWt/r34I8Me/Rpf63g60z4vtDQk7kUvvukbe0KXvZf/bD2b+VoZp66inWGJq6oYiTvoVg60/z8oIfxr/jNwv4xSg8/5LjVpxwbiUU5OpKEHmsZuC/mwMUyMef79F+1g9XphfdZ37v+H7mfX4rzd9qXwxGqfuNeYzFzVNvpfKev53me9xPEvnzg98Ln5skzX4e+spL9dv+HDbRsi/w4t/f2va/XumU9fnExqa/e/SWGrsNSc2eYeEfwcHqv2Sde3vLcMy2bT/cBhtfw9s/g9EIEeu5A0CKEDI74L2k+WoVlj/YarP3Dah8iVSzeX/6IPhx//wyZR5R73+Hxp/+MmOg3AMLAAACZkGbYC/AKTs0CB1JpHDy/xb6X1rksLG5bVl6+mp38vplduGZpJG3UL5fnHf9QerSUL9WlXX6TIbmK5HDPZKobiuLUXFrmTl/rlPWHp0/9/r3tBflXmf6hzROv3pv9HlpX7/2wzJ/073/+jTftbuJk/qaruD15OGuatYz2yrLZ0qFhkW/a+SDwvk5PGbub287BHB3rGl9r18qOHF/CX8wc2bv8LGVb4X3NyHarU9lJQ7heOftBmbk/3wd6ajxki9yl5ODj6WW5KvLY7bDNJnk6A6P3PiL55wcO9Ti1lhfiGF+4kYqnZzrzryeCO9vlFF/fLBB1V9cil1huW0J/9vBwT3/3XGa/vwSa1lN4LvN+XsCeHMt1XhNpPv0wrh89lB3n+UCfuGj//xmDfX3C0TxRTjDWD4vMk1z7gRb/o/uPrY3J4OLEIODK1N8KKfuG7eKzST2lJ0Vw30ktf9DR3i44v/uci8O0Prkzj66D78HF/pnFSphm+Wq5fLaHsycv+nnr1/Pvxhf/X8L8M6gn+Q1LHvVViTr+T3f14Ol+e3ATtdl+HdV/wzNir1/4e4cZu5O/xWDuiM9ZVoR9uv2vxZfNE+wT7KDKTPNvKD0nr/ahyuN8pNwQVid8J314Qv7fVPvy/fKn9Ak1j1IqVvet2wtSGvH+ffBDZsNBknwe6f5avaS+1w3V2CPWsX4XkfWt6wR7Dx9/156x6BWao1L9cszyGy05P7l1z8qhpbVP/5+cp1EXXSNtPuu5B6IQI8vpy+cEimXLv/sRjm/EZvL7pdECLkz9BkwjjM0Xvw+4f8VQhBvr+M6qAYaAAACMEGbgC/AMTtVcldAkBBksjn7RkQwvrXVhuZiuOWo3R6v79w9rXIxLt7nxmWlvw2u7RSHGr/S93g9WkSHBjtvlh0pN+EnjYr/rote/Wf8J3rN/8Mz/6+FEsbzrX+GMMxhlyey+uNCQv/cnYayZLs2BF+jf/Su0DCm/feDHf9f+eqkPl0qwPS+7rrKL8EOHT3w+i9VB5qC6snnz9GeeoEDfm/4etT8Hmp7w8Wo/4331J+0cq4Q++v4Oeg4J4bPL/CPG16eCYYnvefSF/VfL/9LFS6wR5208JvDnDNY7Vjy/6/BDyV4a+SDjXyXOvx+8HG5Bs+w774ZGGzM+jEXv45/hzlfy/Dc6SWDldLK/Silt8HFERB/N7/BCOU2ZLOuOft/oaRIOPOKWV8yv5f+3P6UzSX7Y/XiekrvkL9/gh3vBfZSnlD1Myl/fcEgioZe8Q+caZv4+n4OX6YeEEzu29135g/D96X/DcL8tme/wx28a/wRX/T6DtaeGrrr+GFvv7DOELofWM+/xm5Ccn4Swd+HCxGmz8OpedLb/6novcNZOqhMQWgi4TH/7C+zweacy+5S+pb5wwz+csG6fg9SZGKKc6/w9SjX3k9+TttGg16hqsyjmPzLpPr8KiY13QffX0Y/39PL7z1nMoZ6v/9hXWbyTxeR9Ccfl/snUYs3ZZ4ZyVV9qM5/CbaX8HohAh3otnBEvqbf56wJG7tn/5EFR5P546/4a7T/ZgxllHf4qhEOwDEwAAACBUGboC/AKS8puD99f0gtX1fQcFajiNjwoxcc5Nn30CQhuq4sn76xGW9dcmDDq6dffG3/vE8v5VLYc83ePFil7vff+ii8RpB69IlDMNeVvU8traly/r0pV66sM+NLlE4f/5Vy28ne4b6hX2vhi5+y31wePS9aXXKW94lN8VB3pfYVquTPnAbkT/jN3N7cHe5A7N/qJDip/NgxaXvck9Qm9y+Gbi/rykg51DQ291/hy59/oZDA5+VKx7hsubCtfhx2/wcec6x3v8fuCQRHufm19hnGKWMr8RfwcL5ULrL9P4WFF/WtkZXcU+O8FskWjUl8+sg5oiDXD+VMv04adgcX/3/DUn6lMj6X/4zBvqYbw3lpforfDI6Ukvh8I/nf48vy/nHkFCm5/wcanGL8z48OZnviNb5/Ev8K9Q9ln5t7Ntf+cTh/D77ByXyP0w4Im+v0cM2cc/sNdRiiwi0daZvrwdrTz1h61H8aX98sV4DPx7oDrfsZg71y/6fFq3FsEXk+XtQd3L0qxRK6uvC3P4Q34+vlWc/sHumGiu82LD1+9Gvy+vwsTCnuRnHV4Um67GgsRLfhzwvqXj3vl/3l33nnuH+7/r2w33eDc+/qkU8pfK9ddrmHs9fIJh2Kj/vwlg8EIEO/lOCJyjt241/l/ZfCtOnTiev3Jffpe0CESIOJb+hVCEH4BiYAAAG4QZvAL8ApPJAgXMCQMcXquq6+kOwp6UoZ8j1Nu/13hWSwzH5hXT6kX5ahrv7ArL/tcHq0lVhXTgwn6fn2ocmj4cif/p/BFWTyCrrf2LyY+TObaXoPfBT4vhb3CtflL5MnzPyo9Spcm/3g8eS4ZmUl0ynXwkWTo+MX8HhfVaLDMcQfXz0k8aX2u19zlXCX8/Bzrl+lVwsQPUzyEpfqWsdk/Kvy5qYl+0GcKV+FSk+HCJhf3DZeTu/wyTucHHZyr8JmNvyY3etwRmSDHvlByXy38898+zvy/v1F+TN9LK8OEzbe2EvTv4OdQ11VhwukXx6yvDJee1h9c/hrL/Bxrv8PzY13Xzr6cQ5z//K/uJWV5CS/Bz5ys1lr8v/O5fLg7dElrk4OP+z18+lDUhSX/ulqNf8HfhosniOEFhvPnhB/T/eo51YzeDyiM29xj9z1hNj6jpx7msHq9MN61MLIOurXzL7DmX6/ublf2F6k/qms6we+/4Sweaci9lPX8P/u+3ORZ3mL/rvfz76/v21wg9EIE+9FsNAkVJPB8dG9Fo/2CHMuu5+QXBF6jy/yeyB5Jqob/30IQIYBiYAAAAGQQZvgL8ApPUCA/pBzLy7qQwjIRJelOTDbjEXgXfyUu1rqcE3VVlU9ZfUu7D1V8ra65/n1/1B6tJT1jsm6Spy/XL5f5OXfJX0GZYr9BMaGM5/9Za0SU9fDtv/6ZZKKj++GL8texwel9XXi37XuG+G6krh3j+GZ3ODzVXWX+64EV68ausOebr4y/fXtQc6W++OX697orAHH+TGPTxHm+PNG19hmoxSooLx8cudcHFUc+vwl3q95Vxz9o4rvwj0r94OPXD245/+EsG7/Q2sv7duhnRz9173g41P78z5Fu8cX8vcOd1Xh/YcNKL5xK/19zBxrr7OZawzpeOf4cqT62CMb1pZyqDPQO9Nco3cPTZ+TyZqQsY+T/B5Zmes9zB7xhfJ9smbWmMg98MbUmE9nv8/qZKJ6p/l8apwlg8ohfwRyfa6n8/2CLP/c1+Gt1r8wia2C/wRFF+/po0MJc7a4fawa2WgzwxvtRpZ/g9xfeMdqZvsNZmJMyxDvD+0+X9Lzi1/Hd/7IQkS9iECPrxC/EQDDQAAAAVJBmgArwCk8kH/WX/6rSp5OHATYusvHV4WzTXWf3xa/sPVF8XjS8WWp1kmDPXkgynTV6/2QNnedN1/xnsHq5FQiPr3+l6uj18Zevv8OSZ1zc6vzbR6j/cf4POTei5/0bS2Kf4EfX8ENVHKs64zcM6kb98PWo+Dv44vtf+yQc/+Ga7r4DG9HTjn50abk/eZaKxBx8IbYnDFM5d4ONwRHrN3N6uUVnXjvPgw9uX+v4ONVnj9s9RqRO++GL8/whg31QvWX0nfOKwjK/8cX9v4OciPrWHqU+X/T4/dHeDjXL6flKjOAI/7+/T3vxm69Bz9CECmN3QKMv2Ecng4+7n/KEK1Fvy11Bz8liDnKv8OL8yPvRIWvb+/s/L5oZ9v5cvt/hrk9geU5r+51g9sM91182nfg5+TF94xy/YItVyy+8vUghApoQvxkHXwJHwJHwJHwJHwWQAAAAPlBmiAnwCk7UCB4cBBqLv/hXL2J/VdGEZL+RcN+uuRz1Fv/L6Rd3vXg9epkTe194v+lyrefdYoEhfvV/kg713qWGZlJL1DPF/wI/6+j18f743aPUYz//ag5sy9svJkatf3XD5IOLvyY/c9Swnv4OFT8eX8r6g5sxFMOeXGl/9/wRSf94Qwb2mhNeoIRQ0yaRnyj/OLXx+58HGoJBCr9HrE37E4OdPL/y8avKyX1B32vRvrl3cHa1Ty+uQrxb1eD3Iz1/SG3kL38JYEFfZ643OvrMuUvk7+1y9s/CE+03/B7Qv6Z5Tg0E6f3u2vVyuSyXsQgU9eIX4yAYaAAAAezbW9vdgAAAGxtdmhkAAAAAAAAAAAAAAAAAAAD6AAAJxAAAQAAAQAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAABt10cmFrAAAAXHRraGQAAAADAAAAAAAAAAAAAAABAAAAAAAAJxAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAABAAAAABIAAAAGwAAAAAAAkZWR0cwAAABxlbHN0AAAAAAAAAAEAACcQAAAAAAABAAAAAAZVbWRpYQAAACBtZGhkAAAAAAAAAAAAAAAAAAA8AAACWABVxAAAAAAALWhkbHIAAAAAAAAAAHZpZGUAAAAAAAAAAAAAAABWaWRlb0hhbmRsZXIAAAAGAG1pbmYAAAAUdm1oZAAAAAEAAAAAAAAAAAAAACRkaW5mAAAAHGRyZWYAAAAAAAAAAQAAAAx1cmwgAAAAAQAABcBzdGJsAAAAlHN0c2QAAAAAAAAAAQAAAIRhdmMxAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAABIABsABIAAAASAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAGP//AAAALmF2Y0MBQsAe/+EAFmdCwB7ZAEgN6EAAAAMAQAAADwPFi5IBAAVoy4PLIAAAABhzdHRzAAAAAAAAAAEAAAEsAAACAAAAABhzdHNzAAAAAAAAAAIAAAABAAAA+wAAABxzdHNjAAAAAAAAAAEAAAABAAABLAAAAAEAAATEc3RzegAAAAAAAAAAAAABLAAAEnEAAACQAAAAYgAAAE4AAABeAAAAUQAAAFkAAABbAAAAYAAAAHYAAABoAAAAggAAAHMAAABoAAAAeQAAAHMAAABcAAAAegAAAJAAAAB1AAAAiwAAAIUAAACXAAAAiwAAALQAAACdAAAAmgAAAL0AAACcAAAAsAAAANkAAADEAAAA2gAAAMcAAADRAAAA8gAAAPMAAADRAAAA9wAAAO0AAADxAAABCAAAAPQAAAEgAAABFAAAAPoAAAEhAAABFgAAAQQAAAEgAAABCQAAAOQAAAEQAAABHAAAAOoAAAE3AAAA5AAAAPsAAAELAAABMQAAAQcAAAEpAAABHQAAASsAAAEoAAABNAAAASkAAAEvAAABRQAAATQAAAFXAAABYAAAAVgAAAFTAAABVQAAAVsAAAE9AAABpwAAAWAAAAGkAAABfAAAAYYAAAGLAAABsAAAAakAAAHaAAABuAAAAdIAAAG6AAAB1wAAAfYAAAHMAAAB5wAAAhMAAAICAAAB4wAAAe0AAAInAAAB+wAAAe4AAAIrAAAB+AAAAkIAAAG7AAACIAAAAfUAAAICAAACLwAAAggAAAJAAAACXQAAAjkAAAJNAAACQgAAAm4AAAKKAAACPgAAAqAAAAJxAAACZwAAAq8AAALBAAAC6wAAAp0AAALAAAACkwAAArkAAAMaAAACagAAArYAAAJ8AAACmAAAAqkAAALDAAACxwAAAq0AAAKYAAACgQAAApMAAALNAAACmAAAAqMAAAKWAAACvwAAAusAAAKZAAAC2gAAAvMAAAL1AAADEAAAAtAAAALvAAADVAAAAqQAAAMQAAAC7QAAAwMAAAK2AAADSQAAAwoAAALQAAADowAAAsAAAANUAAACvgAAAzEAAALEAAACqQAAA2UAAALtAAACRwAAA1IAAAKGAAAC8QAAApEAAAMRAAADCQAAArkAAANMAAACngAAA2wAAAMHAAAC/wAAAtcAAAMtAAADagAAAsEAAALQAAAC8QAAAxsAAALsAAADNwAAAyEAAALoAAADIgAAA1oAAAMDAAAC+gAAAw0AAANZAAAC5gAAA2UAAANjAAADJgAAAzcAAAN6AAADSAAAA8UAAAN0AAADQgAAA9cAAAN7AAADwgAABCwAAAO3AAADpQAAA18AAAPuAAAD4gAAA7MAAAPSAAADwQAAA+sAAAPEAAAD2gAAA7gAAAPiAAADuwAABBYAAAQJAAAD5gAAA7kAAAQkAAAD0QAAA/UAAAS8AAAD6wAABA0AAAQ0AAADmwAABFMAAAO+AAAD/gAAA8cAAARRAAAEdAAAA78AAAOjAAAD6gAABCEAAFEYAAABAAAAAmkAAAK8AAADAAAAAzYAAANoAAADsgAAA+YAAAN6AAAD9AAAA6wAAAPNAAAEAAAAA7AAAAPiAAADxgAAA94AAAPmAAADXAAAA/UAAAPCAAADmQAAA+0AAAP+AAADoAAAA+oAAAQ8AAADWQAAA7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type=\"video/mp4\">\n",
       " Your browser does not support the video tag.\n",
       "</video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result = None\n",
    "if 'is_test_run' not in globals():\n",
    "    ps_notebook.set_display_mode('video')\n",
    "    ani = ps.plot2d.scalar_field_animation(timeloop, rescale=True, frames=300)\n",
    "    result = ps_notebook.display_animation(ani)    \n",
    "result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "assert np.isfinite(dh.max('phi'))\n",
    "assert np.isfinite(dh.max('T'))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}