{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "479e27d7",
   "metadata": {},
   "source": [
    "id: notebooks/B_fourier.ipynb\n",
    "\n",
    "explains the details of the Fourier transformation and the correlation: transform pairs and convolution theorem, van Cittert–Zernike, one baseline = one Fourier component, the dish as low-pass, cross-correlation and cross spectrum (XF vs FX), the delay beam"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "56161e27",
   "metadata": {},
   "source": [
    "<!-- notebooks/B_fourier.ipynb -- theory B: Fourier transformation and correlation (Interferosim 0.9.1) -->\n",
    "# B – Fourier transformation and correlation\n",
    "\n",
    "---\n",
    "  DI Erich Schubert, 07925151\n",
    "  \n",
    "\n",
    "\n",
    "*Theory notebook B.* Two Fourier relations carry the whole simulation chain: the **van Cittert–Zernike theorem** (the visibility is the Fourier transform of the sky – notebooks 01, 04, 06) and the **Wiener–Khinchin theorem** (the cross spectrum is the Fourier transform of the cross-correlation – notebooks 03, 05). This notebook builds both up from the one-dimensional transform, checks every statement numerically against the package, and ends with the two ways of building a correlator.\n",
    "\n",
    "Package functions used: `SkyModel.render`, `SkyModel.visibility` (analytic visibilities), `otf_circular`, `fractional_delay`, `Accumulator` (FX), new in 0.9.1 `lag_correlation` and `xf_cross_spectrum` (XF)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "66e4691f",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-01T10:18:06.626795Z",
     "iopub.status.busy": "2026-11-01T10:18:06.626499Z",
     "iopub.status.idle": "2026-11-01T10:18:07.540994Z",
     "shell.execute_reply": "2026-11-01T10:18:07.539972Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "project baseline: 11.5 km = 54,487 wavelengths at 21 cm, fringe spacing 3.79 arcsec\n"
     ]
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "from pathlib import Path\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "from interferosim.constants import C_LIGHT, HI_21CM\n",
    "from interferosim.sky import SkyModel\n",
    "from interferosim.instrument import Antenna\n",
    "from interferosim.instrument.antennas import otf_circular\n",
    "from interferosim.signal.correlate import fractional_delay, Accumulator, lag_correlation, xf_cross_spectrum\n",
    "\n",
    "CFG = Path(\"..\") / \"configs\"\n",
    "LAM = C_LIGHT / HI_21CM\n",
    "U_PROJECT = 11_500 / LAM                      # the project baseline in wavelengths at 21 cm\n",
    "rng = np.random.default_rng(1)\n",
    "\n",
    "def ft(x, dx):\n",
    "    \"\"\"Continuous Fourier transform of samples x (spacing dx) by FFT, centred: returns (f, X).\"\"\"\n",
    "    n = x.size\n",
    "    X = np.fft.fftshift(np.fft.fft(np.fft.ifftshift(x))) * dx\n",
    "    f = np.fft.fftshift(np.fft.fftfreq(n, d=dx))\n",
    "    return f, X\n",
    "print(f\"project baseline: 11.5 km = {U_PROJECT:,.0f} wavelengths at 21 cm, fringe spacing {np.degrees(1 / U_PROJECT) * 3600:.2f} arcsec\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1f3bc76f",
   "metadata": {},
   "source": [
    "## 1. The Fourier transform in one dimension\n",
    "\n",
    "$$X(f) = \\int x(t)\\,e^{-2\\pi i f t}\\,dt, \\qquad x(t) = \\int X(f)\\,e^{+2\\pi i f t}\\,df .$$\n",
    "\n",
    "Four pairs explain almost everything that follows:\n",
    "\n",
    "| $x(t)$ | $X(f)$ | appears as |\n",
    "|---|---|---|\n",
    "| box of width $T$ | $T\\,\\mathrm{sinc}(fT)$ | band-limited receiver ↔ delay beam (section 7) |\n",
    "| Gaussian of FWHM $\\theta$ | Gaussian, FWHM $\\propto 1/\\theta$ | Gaussian source ↔ its visibility |\n",
    "| shift by $t_0$ | phase ramp $e^{-2\\pi i f t_0}$ | offset source ↔ visibility phase; delay ↔ phase slope over frequency |\n",
    "| point (δ) | constant | point source ↔ $\\lvert V\\rvert$ independent of the baseline |\n",
    "\n",
    "**Similarity:** narrow in one domain means wide in the other – small sources need long baselines. The numerical FFT (dots) reproduces the analytic transforms (lines)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "312eab8e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-01T10:18:07.546293Z",
     "iopub.status.busy": "2026-11-01T10:18:07.545542Z",
     "iopub.status.idle": "2026-11-01T10:18:08.192936Z",
     "shell.execute_reply": "2026-11-01T10:18:08.191862Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "box, T = 1               largest deviation FFT - analytic: 1.0e-02\n",
      "Gaussian, FWHM 0.5       largest deviation FFT - analytic: 2.8e-16\n",
      "Gaussian shifted by 2    largest deviation FFT - analytic: 3.5e-16\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1700x700 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "n, dx = 4096, 0.01\n",
    "t = (np.arange(n) - n // 2) * dx\n",
    "T, fw, t0 = 1.0, 0.5, 2.0\n",
    "sig = fw / (2 * np.sqrt(2 * np.log(2)))\n",
    "cases = [(\"box, T = 1\", np.where(np.abs(t) <= T / 2, 1.0, 0.0), lambda f: T * np.sinc(f * T)),\n",
    "         (\"Gaussian, FWHM 0.5\", np.exp(-0.5 * (t / sig) ** 2), lambda f: sig * np.sqrt(2 * np.pi) * np.exp(-2 * (np.pi * sig * f) ** 2)),\n",
    "         (\"Gaussian shifted by 2\", np.exp(-0.5 * ((t - t0) / sig) ** 2),\n",
    "          lambda f: sig * np.sqrt(2 * np.pi) * np.exp(-2 * (np.pi * sig * f) ** 2) * np.exp(-2j * np.pi * f * t0))]\n",
    "fig, axes = plt.subplots(2, 3, figsize=(17, 7))\n",
    "for k, (lab, x, Xa) in enumerate(cases):\n",
    "    f, X = ft(x, dx)\n",
    "    axes[0, k].plot(t, x, lw=2); axes[0, k].set(xlim=(-3, 4), xlabel=\"t\", title=lab)\n",
    "    sel = np.abs(f) < 4\n",
    "    axes[1, k].plot(f[sel][::6], X.real[sel][::6], \"o\", ms=3, label=\"FFT, real part\")\n",
    "    axes[1, k].plot(f[sel], Xa(f[sel]).real, lw=1.5, label=\"analytic, real part\")\n",
    "    if k == 2:\n",
    "        axes[1, k].plot(f[sel][::6], X.imag[sel][::6], \"s\", ms=3, label=\"FFT, imaginary part\")\n",
    "        axes[1, k].plot(f[sel], Xa(f[sel]).imag, lw=1.5, label=\"analytic, imaginary part\")\n",
    "    axes[1, k].set(xlabel=\"f\"); axes[1, k].legend(fontsize=8)\n",
    "    err = np.max(np.abs(X[sel] - Xa(f[sel])))\n",
    "    print(f\"{lab:<24s} largest deviation FFT - analytic: {err:.1e}\")\n",
    "for ax in axes.ravel(): ax.grid(alpha=0.3); ax.title.set_fontsize(10)\n",
    "fig.tight_layout(); plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "34442020",
   "metadata": {},
   "source": [
    "The box deviates slightly more than the Gaussians: its sharp edges fall between samples (the sampled box is not exactly of width 1). The shifted Gaussian has the same amplitude as the centred one; the shift is entirely in the **phase**, which runs linearly with $f$ – the visibility phase of an offset source (notebook 04) and the phase slope of a delay across the band (notebook 05) are both this.\n",
    "\n",
    "## 2. The convolution theorem\n",
    "\n",
    "$$(x * h)(t) \\;\\longleftrightarrow\\; X(f)\\,H(f).$$\n",
    "\n",
    "A convolution in one domain is a multiplication in the other. Imaging uses it twice: the **dirty image** is the sky convolved with the dirty beam, because the measured visibilities are the true ones multiplied by the sampling function (notebook 06); the **single-dish map** is the sky convolved with the antenna pattern, because the dish multiplies the visibilities with its transfer function (section 5)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "aeb1d8d9",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-01T10:18:08.198573Z",
     "iopub.status.busy": "2026-11-01T10:18:08.198282Z",
     "iopub.status.idle": "2026-11-01T10:18:08.591993Z",
     "shell.execute_reply": "2026-11-01T10:18:08.590473Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "largest difference direct convolution vs product of transforms: 5.6e-16\n"
     ]
    }
   ],
   "source": [
    "x = np.where(np.abs(t) <= 0.5, 1.0, 0.0) + 0.6 * np.where(np.abs(t - 1.6) <= 0.15, 1.0, 0.0)   # a \"sky\"\n",
    "h = np.exp(-0.5 * (t / 0.12) ** 2); h /= h.sum() * dx                                              # a \"beam\", area 1\n",
    "direct = np.convolve(x, h, mode=\"full\")[n // 2:n // 2 + n] * dx      # aligned with the FFT convention (centre at n//2)\n",
    "_, X = ft(x, dx); f, H = ft(h, dx)\n",
    "via_ft = np.real(np.fft.fftshift(np.fft.ifft(np.fft.ifftshift(X * H)))) / dx\n",
    "fig, axes = plt.subplots(1, 2, figsize=(15, 4))\n",
    "axes[0].plot(t, x, lw=1.5, label=\"x (sky)\"); axes[0].plot(t, direct, lw=2.5, label=\"x * h, direct\")\n",
    "axes[0].plot(t, via_ft, \"--\", lw=1.5, color=\"k\", label=\"inverse FT of X H\")\n",
    "axes[0].set(xlim=(-1.5, 2.5), xlabel=\"t\"); axes[0].legend(fontsize=9)\n",
    "sel = np.abs(f) < 6\n",
    "axes[1].plot(f[sel], np.abs(X[sel]), label=\"|X|\"); axes[1].plot(f[sel], np.abs(H[sel]) * np.abs(X).max(), label=\"|H| (scaled)\")\n",
    "axes[1].plot(f[sel], np.abs(X[sel] * H[sel]), lw=2.5, label=\"|X H|\"); axes[1].set(xlabel=\"f\"); axes[1].legend(fontsize=9)\n",
    "for ax in axes: ax.grid(alpha=0.3)\n",
    "fig.tight_layout(); plt.show()\n",
    "print(f\"largest difference direct convolution vs product of transforms: {np.max(np.abs(direct - via_ft)):.1e}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e6e51cc9",
   "metadata": {},
   "source": [
    "## 3. The van Cittert–Zernike theorem\n",
    "\n",
    "For a spatially incoherent source in the far field, the correlation of the fields at two antennas separated by $(u, v)$ wavelengths (projected) is\n",
    "\n",
    "$$V(u,v) = \\iint I(l,m)\\,e^{-2\\pi i (ul + vm)}\\,dl\\,dm ,$$\n",
    "\n",
    "the two-dimensional Fourier transform of the brightness – the relation every visibility in this package is computed from. `SkyModel.visibility` evaluates it **analytically** per component (point: constant with phase; Gaussian: Gaussian; disc: $2J_1(x)/x$ or a Hankel transform). The check: render Cygnus A on a grid of 0.5″ pixels, transform it with a 2D FFT and compare. Along $v = 0$ the projection-slice theorem gives a sharper test: $V(u, 0)$ is the 1D transform of the brightness summed over $m$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "1192b3f3",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-01T10:18:08.596583Z",
     "iopub.status.busy": "2026-11-01T10:18:08.596118Z",
     "iopub.status.idle": "2026-11-01T10:18:10.967693Z",
     "shell.execute_reply": "2026-11-01T10:18:10.965767Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 2200x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2D grid: largest deviation |FFT - analytic| = 0.00 Jy\n",
      "V(0,0): FFT 1556.0 Jy, analytic 1556.0 Jy (total flux 1556 Jy)\n",
      "cut along v = 0 up to 70 kλ: largest deviation 0.00 % of V(0) (the core, a point, falls on one pixel: exact; Gaussians are sampled at 0.5\")\n"
     ]
    }
   ],
   "source": [
    "cyga = SkyModel.from_json(CFG / \"skies\" / \"cyg_a.json\")\n",
    "npix, pix_as = 1024, 0.5                                                      # field 512\", uv cell 0.4 kλ\n",
    "pix = pix_as / 3600\n",
    "ax_deg = (np.arange(npix) - npix // 2) * pix\n",
    "img = cyga.render(ax_deg, ax_deg, pix).astype(float)\n",
    "F = np.fft.fftshift(np.fft.fft2(np.fft.ifftshift(img)))                      # sum over pixels = integral (Jy per pixel)\n",
    "uax = np.fft.fftshift(np.fft.fftfreq(npix, d=np.radians(pix)))               # wavelengths\n",
    "U, Vv = np.meshgrid(uax, uax)\n",
    "Van = cyga.visibility(U, Vv)                                                 # same grid as the FFT\n",
    "fig, axes = plt.subplots(1, 4, figsize=(22, 4.8))\n",
    "axes[0].imshow(np.log10(img + 1e-3 * img.max()), origin=\"lower\", cmap=\"inferno\",\n",
    "               extent=(ax_deg[0] * 3600, ax_deg[-1] * 3600, ax_deg[0] * 3600, ax_deg[-1] * 3600))\n",
    "axes[0].set(xlim=(90, -90), ylim=(-90, 90), xlabel=\"l  [arcsec]\", ylabel=\"m  [arcsec]\", title=f\"Cygnus A model (log), {pix_as}\\\" pixels\")\n",
    "ext = (uax[0] / 1e3, uax[-1] / 1e3, uax[0] / 1e3, uax[-1] / 1e3)\n",
    "for ax, data, ttl in ((axes[1], np.abs(F), \"|2D FFT of the rendered map|\"),\n",
    "                      (axes[2], np.abs(Van), \"|SkyModel.visibility| (analytic)\")):\n",
    "    ax.imshow(np.log10(data + 1e-2), origin=\"lower\", cmap=\"viridis\", extent=ext, vmin=-1, vmax=np.log10(1600))\n",
    "    ax.set(xlim=(10, -10), ylim=(-10, 10), xlabel=\"u  [kλ]\", ylabel=\"v  [kλ]\", title=ttl + \"\\n(zoom ±10 kλ: fringes of the two lobes)\")\n",
    "# projection-slice: V(u, 0) = 1D FT of the profile summed over m\n",
    "prof = img.sum(axis=0)\n",
    "u1 = np.fft.fftshift(np.fft.fftfreq(npix, d=np.radians(pix)))\n",
    "V1 = np.fft.fftshift(np.fft.fft(np.fft.ifftshift(prof)))\n",
    "Va1 = cyga.visibility(u1, np.zeros_like(u1))\n",
    "sel = (u1 >= 0) & (u1 < 70e3)\n",
    "axes[3].semilogy(u1[sel] / 1e3, np.abs(V1[sel]), lw=2.5, label=\"FFT of the profile\")\n",
    "axes[3].semilogy(u1[sel] / 1e3, np.abs(Va1[sel]), \"--\", color=\"k\", lw=1.3, label=\"analytic\")\n",
    "axes[3].axvline(U_PROJECT / 1e3, color=\"C3\", ls=\":\", label=\"11.5 km\")\n",
    "axes[3].set(xlabel=\"u  [kλ]  (v = 0)\", ylabel=\"|V|  [Jy]\", title=\"cut along v = 0\"); axes[3].legend(fontsize=9); axes[3].grid(alpha=0.3, which=\"both\")\n",
    "for ax in axes: ax.title.set_fontsize(10)\n",
    "fig.tight_layout(); plt.show()\n",
    "dev = np.abs(np.abs(V1[sel]) - np.abs(Va1[sel])) / np.abs(Va1[sel]).max()\n",
    "print(f\"2D grid: largest deviation |FFT - analytic| = {np.abs(F - Van).max():.2f} Jy\")\n",
    "print(f\"V(0,0): FFT {np.abs(F[npix // 2, npix // 2]):.1f} Jy, analytic {np.abs(cyga.visibility(0.0, 0.0)):.1f} Jy (total flux {cyga.total_flux_jy:.0f} Jy)\")\n",
    "print(f\"cut along v = 0 up to 70 kλ: largest deviation {100 * dev.max():.2f} % of V(0) \"\n",
    "      f\"(the core, a point, falls on one pixel: exact; Gaussians are sampled at {pix_as}\\\")\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "67c00d29",
   "metadata": {},
   "source": [
    "The fine stripes in the uv-plane are the interference of the two lobes, 130″ apart (stripe spacing 1/130″ ≈ 1.6 kλ, perpendicular to the jet axis). The analytic and the numerical transform agree; the analytic route needs no grid at all, which is why the simulators never render the sky to compute visibilities.\n",
    "\n",
    "## 4. One baseline – one Fourier component\n",
    "\n",
    "What does a single baseline measure? Writing out the integral for one $(u, v)$: the sky is multiplied with a **cosine fringe pattern** $\\cos 2\\pi(ul+vm)$ and summed (real part), and with the sine pattern (imaginary part, with a minus sign). The fringe spacing on the sky is $1/\\sqrt{u^2+v^2}$ radians. Structure much larger than the fringe spacing averages out – it is \"resolved out\"; structure at the fringe spacing gives a large $|V|$. Shown: Cygnus A with the fringes of a 2 km east–west baseline (fringe spacing 15″) – the lobes cover several fringes, the hotspots less than one."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "775cc255",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-01T10:18:10.970525Z",
     "iopub.status.busy": "2026-11-01T10:18:10.970283Z",
     "iopub.status.idle": "2026-11-01T10:18:12.181656Z",
     "shell.execute_reply": "2026-11-01T10:18:12.180104Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAABv4AAAGtCAYAAADeTgP/AAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjExLjIsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvgI3uAAAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzsvQe4LUlZ7/32WjuHE+ZMTgwzAzOCZBCRLEkQ4Uq4IhIE5VMQxIt4L1wwICAYCJcgIoqKggEQRlREQQRkAJHMiMTJ4ZyZM3PyOfvsvVd/z1vd1au6u6q7Oq3qter/m2fPWatXd6UO9fabKgjDMCQAAAAAAAAAAAAAAAAAAAAAwFQzcN0AAAAAAAAAAAAAAAAAAAAAAEBzYPgDAAAAAAAAAAAAAAAAAAAAYAaA4Q8AAAAAAAAAAAAAAAAAAACAGQCGPwAAAAAAAAAAAAAAAAAAAABmABj+AAAAAAAAAAAAAAAAAAAAAJgBYPgDAAAAAAAAAAAAAAAAAAAAYAaA4Q8AAAAAAAAAAAAAAAAAAACAGQCGPwAAAAAAAAAAAAAAAAAAAABmABj+wEzw+7//+/TYxz6WHvCAB9D1119v3O8FL3gBveMd75ho28B08dnPfpae+cxnVjqGr7v//M//pD5x4sQJevSjH114P/SVPo4nAACA6ecpT3kKXXbZZeQDn/rUp+iRj3wk9YV//ud/psc//vE0q/RtvAEAAIA+ceWVV4r3/FtvvZX6zm/91m/RK1/5SuoLv/qrv0q/93u/R7NK38YbgFkChj8w9fzDP/wDvfSlL6Wf+Zmfode+9rW0Z88e475f+9rX6Oqrr6ZZ4nnPex69853vLN3mgyDJ18FjHvMYeupTn0p/+Zd/SWEYViqD93/+859Pj3jEIyod9+lPf5oOHDhAfWJpaYnudre70f/5P/+Hpo1JjafNNTMajegf//Ef6YlPfKJ4UTl+/HhpuYcPH6bf+Z3fof/xP/4H/ciP/Aj9r//1v+i73/1uap+HPexh9M1vfpM+/OEP08/93M+13jcAAAB52Knkxhtv9GJo9u/fT5dffrmTuv/t3/5NOB+p7Nu3jz73uc/RrNJkvL/0pS8JGYP/HvjAB9KP//iPCwVYE1no5MmTQp79m7/5G+3vH/nIR+jBD34wHTx4sHYdAAAAgC1Hjx4V7/k8P/Wdb33rW+Jd3QU8/7MhTOUb3/gGfec736FZpcl4v+lNb6JnPetZrbbnZS97mdALmnQ9LD+xjgiAaWDOdQMAaMrnP/95uuc97ylekst485vfTDt37pypQf/qV79Kp59+eum2WYYNuk960pPo2c9+tojqvOqqq8S/n/nMZ4QgUMUb/ZprrqGf+ImfaK1t29vbQjB43/veR2eeeSZNkuc+97l08cUXC8Hx/PPPp2nymr/LXe7Si2vmcY97nDiHd7jDHehv//ZvxecyfuzHfkwoOH/jN36DduzYQW9/+9vpvve9r7gvzz77bLEPv/Sw0Lh37176yle+0mlfAQAA+MeDHvQg+pd/+Rcndd9yyy1iPvWJJuPNxjeWC9773vcKWZGzNbziFa+gD37wgyITxfz8fOUyFxYW6LTTTqPXv/719D//5//M/c6yDjuJzdp7EQAAANCG4aeqE3lbsAFsbs4vVX2T8f7e974nHKjahB3o2TGcncTPOeec1G9/9Vd/JRzZ7ne/+7VaJwBd4dfTBMwcHEnDBhVWoLOX7KWXXkp/9Ed/RD/7sz8rPGZvvvlm+uhHPyoMg2z8+MM//EO6613vSs95znPE8XI/9qhl7+ThcEg//dM/LdKGSngCeutb30of+tCH6JRTThEGxi984QvCkPILv/ALyX4f//jH6Y//+I+FIp+NLdy2O97xjsa2c93cZlaO/Pu//zsNBgNhqFGjzdhwwO0PgoBOPfVU0VY2TkgFwP/9v/9XGDDYWMX7Mfe5z31y2/7u7/5OtL2sjbpx47QC3KbXvOY1IrpSGhU5kuz7vu/7jP3jSKl3vetdYtxk2kmOROR+MryNlQ7/+q//KrY96lGPEr+ryg1uw5/8yZ+IMWJD0K/8yq/QGWeckavroosuoiuuuCIlIHE5PJ6//du/TcvLy8IL6Nvf/ra2rU972tPo53/+50VdfH5lG2666SZhHPrrv/7r1ITP0VrsifVDP/RDVAZfP6zM4f7q4PPJ7f+lX/ql1DGcDotTjnI0Go8/nwcej69//eti/Pncr6ysiP6xcHjJJZeI64WvE8ntbnc7cQ75PLz85S8nG0xjzpFu3I5Xv/rV4pxyO8466yzRDjaKSbjd7PXO5/S8884TkXJPeMITKl0bL3nJS+iNb3wj3fve907qLbv+WGnG9/gXv/hF0W8+9yyo8ZjozpPNNcP8+Z//Oe3evVso39hxoAxOXfKJT3xC7C9TmrHhd3V1VWz/yZ/8SavzAAAAoB4sA/Hzmh06LrzwQjHP3vnOdzY6j/E8x/IQG0he97rXiblHwo4Z7PH7gQ98IDW/qsf/93//Nz396U9Pbed5kGVHnnvl3KaD9+O2snGH55r/7//7/+ihD31oKjKdUztxHWzEYVmG5SXJ5uYmve1tbxOylJRPeB7juY3nOJZV2KmJ4X+5TSxPsEPKtddeK2QEnsfX1tZSbeI5mJUabBRiOYRlY5ZFbWDlC9dx5MgRIedKOUvWwVGXbdZfNAZsSGNZg2UOCZfLMgTL/eq4vPCFL6T3vOc9IjPID/zADwglFJ8XfndgGYPTePI+pvOZHe+idpnga++CCy4Qn9kA+JCHPETINew8JOE2vv/976djx46Jdxq+fnXXJsPZUB7+8IfTf/3Xf9Gd7nSnZDsbFjnij8sCAAAA2oQjzVlHx3IA66Ze/OIX0/r6unZfnu8/9rGPCSPLn/3Zn4n3fdbJSd7ylreI93+ei3Xw76wrYF2Iyic/+Umh83ryk59sbOcNN9wgZD+pX3nGM54h5kyG5Qd2+GV5huF/WSZhWYwjvViHwTqO7BIxLANxm1iWYJ0EZ/ZhmcIW1o+xHMEyj5Sh1L7zGLVZf9EYsPys6k4ZlklZJpJpOXlcWIbjP9Z18Dn/qZ/6KZFan2UgbivrrFjX88M//MPGdmTHu6hdZbTRJs7cxHI5jzfLqSqsT+Wx598BmApCAKaYr33ta+FP/dRPhfe+973DT33qU+GXv/xlsf1e97pXuLy8HP7cz/1c+JGPfCT8r//6L7H9wQ9+cPiyl70sOZ73W1lZCV/wgheEH/7wh8NXvepVYRAE4Wc/+9lkn1//9V8Pd+3aFb797W8PP/CBD4Q/8AM/IMr+5V/+5WSfd77zneEZZ5wRvvnNbxb1vfzlLw9XV1fDb3zjG8a2yzY+9alPDf/+7/9etGt+fj78+Mc/nuzz3//936Jf/PdXf/VX4d3vfvfwJ3/yJ5PfuV93uctdwmc961nJfl/5yldy206ePGnVRt24HT58mF1vwtNPPz38vd/7vfCf/umfRJv5+6FDh4z9e9rTnibq+/3f/33RPx7j1772tcnvP/ZjPxbe8Y53FP36i7/4i/C8884Ln/70pye/X3755aItr3/968N/+Zd/Cd/4xjeGD3nIQ0Jb/uZv/kacywMHDojvX/rSl8Lb3/724S/8wi8k43Lf+943fPKTnxxeddVVYh/uE4+T5MorrxR9//a3v50qe3FxMfzQhz6UfOd9uI06Njc3xe9clo43vOEN4fnnnx+ORqNk27//+7+Ltl9zzTXJ+J922mli33/8x38MH/awh4XnnHNOeOc731mcT952//vfX2zP8ku/9EviurehaMxlO9bW1sLf+I3fEOf0SU96kmjX/v37kzI+97nPibH9t3/7t/Ctb31reOqpp4p7p8q1oY6n7fXH7eTr/n3ve584h3w9DQaD1Hmqes2o8L3P7eD2FLG9vS2us5e+9KXJtn/9138Nh8NheMUVV6Suoc9//vPhn/zJn4jrEAAAQHP27t0b7ty5U8ho//zP/xz+8R//sZAR5XP9oosuCt/2treJzzzP8L5/8Ad/IL4/5jGPCX/2Z382VR7LDA94wAOM9fEctrS0FL7rXe9KtvGceI973CN85CMfGZ44ccJ47L59+8R88aAHPSj867/+ayEP8Tz+9a9/PenLnj17hJzC9bzyla8UciLPc5KXvOQliSzF+/yv//W/EjmX5y2W8yR//ud/Hs7NzYV3u9vdwr/8y78Uv1966aViTlXbzmP0jGc8Q5TH+11yySVCllBhuYJ/08FjzW1leUHKWyxntVm/StEYsNzEspIKy/s8J2fHhWVslgO4HJZR7nOf+wi5mMeb5dRTTjlFyFwmsuNd1K4sLPtnZUWWz3nb3/3d3yXbeBy+7/u+L/yzP/sz0Y9nPvOZQoY0yeMsW1544YWpdxaG33dYPtvY2DD2BwAAAKgKz3msO3vHO94h9EmvfvWrhRwjdXc8r914443JPHnmmWeGX/3qV4XswHo5ni/V92qe41gHYOJ5z3teePbZZ4ff+ta3km0sd7AMwjqNIng+feITnyjm0/e85z3hj/zIjwh9CMPzK+sZJbwf60lYF/cP//AP4Vve8hYh/7HcIGG5c/fu3eFv/dZvic+/+7u/K9rxsY99LNnn05/+tNDbXHfdddo2fe973xPy46Mf/ehEhuI5vq36q4xBVnfKsJ6Q91fHhfUarMdjnRTLF3yOWb/x7Gc/W2xjvSPLr9w3E9nxLmpXlhe+8IVCtmy7TSxzXXzxxSk9HcvoXFbRmALQN2D4A1PP//k//ydn8OAXdZ2RSGf4e+xjH5vahxU8LIQwrOTnyZJfsCWsiOFJVr5EHzt2TAg3WQMDTzRsfDPBdbOhQoUnIlYAmWADFE80rCySsODAxkmV7DbbNurGTRpeVIGLy1tYWBBGGB0soPAxbNhQOXr0aPI7G1hUoyMLQXwMC34MCyo/9EM/pD2+DDZ0soH2oQ99aGo7K3+4XMmjHvUoISio/WQhaZKGPxZ8WQH1yU9+Mtn23Oc+N2dwe93rXpf8zgZu3saGNdVYyNuOHDmSKp+PO/fcc0MbisZctoONdKowfoc73CH8tV/7NWOZLPSrSreya8Nk+Cu6/lhhxmOoCm6XXXaZOM7W8Ge6Zqoa/hhWcLLCkJWXLITyC032+uDrncvi5wkb6wEAADSHn7Wq8YVh4wbPxarh773vfW+4vr4uDG6Sv/3bvxXb5HzERjtWoKgOQab5geVCVkzceuut4T3veU8hl/JcVQTLkWz4U40vrFw4fvy4+PyiF70ovNOd7pRSOPzKr/yK6IMq7/3O7/xOqlzZfp3hj+ex73znO8k2NmqxIqlIpv7CF74gHGm4bxKec1V5KguPLxtVVdqsX6VoDGwNf9yu7373u8k2dnBiOfXaa69Ntr34xS8OH/7whxv7nB3vonbZGP7+7//9v0LevOGGG8R3dsbjcbj66quTffjauOtd7xr+v//3/4ztYoUXO0uxnCOP4WuIDZEAAABAm7DDlOrQo8590vB3/fXXh895znOEY4o697LTzxOe8ITkOxsO2TjD78smeE7jsljfwfIF60RYf5edf7PcfPPNoi2qwZCRspvO8Me6O1UmY2fmpzzlKcl3dmbKOgj96q/+akq/wLoJnX5Jhevl+lXaqr/KGNga/lgOUdvFjlSsV1FhAxobK02o413WLhvDXxttkkY+dmiXsOzE161aNgB9B6k+wcwiQ+PLyIa+cwpPTvHIcGolDg3n9D4SDjXnkHfJl7/8ZZEqlNMMcuh7bFAXqTbL1nRTy2U4fRPnjFbTBv7+7/++SC3KqRc5RaLMY81pBmyp0kbTuKnjxGkQOa2QHKcsHFLPqQXUdFkMh9Qz//Ef/0G3v/3tRWpWCadj3LVrl0gBxSkmuR0cVv+iF71IpN/kNEfy+CK4X5y2k9NjcTonWzilJMPrnTSFUxHwOVLhNBOLi4viM6e6+PCHPyw+8/hz+qe/+Iu/EGlWOTUUp8fgdJMqnCZDIteJ023jc8JpLCXcH9m3MmzGXL1mOd0Vp1zgVGcSTjvKKRR4geZDhw6J6+673/2u9bVhouj642uGU9fyNSVRU+Z2dc2Y4DHk58arXvUqca45HcQv/uIvipQjMh2XTD/KKSh8Wo8TAAC6hNfk4LTNnFaZ52Ke17LppVjO4lRInC5RnSt4fVaeizjdEKdO4vSePCfr1kfLpgPitNCczpLnN56POcW6TBltgudDXkeW12KTcGonKYfw3PojP/IjqRSXP/qjP0q/+7u/S7fddptIMcSppDlNFpfB8zOnwC6aTzntuyojsMzLMgKnbeIUVpwS/sYbbxQpJqWsyKmXWP7k+f0Hf/AHk7bLlJRVaKt+lapjYGoXp4WV8DnkdObnnntuats//dM/WZdZp11SVuQUV7yMAa8tzO1g5JIEfF3LdXD4X96XU3ma4DSpv/7rv05///d/L2Q7Pncsl3EaUAAAAKAMnsM4vbQJXvaDlwqRcx/PO7zcBsssnNI7O/exvMS6LV4ORdVF8bIzrBfhZWdY1/XOd75TlFH0rswyEqcP5zmNZQeWJ/hdnNNgF7Fnzx76/u//fnEcp7TkdnM9RbIb615UmYxlmMsvv1x8ZtmFdYfcZk5zKmWYffv2CX2I5P73vz996lOfSskXtrRRf9Mx0MF6HbVdLC9lZUTeZtIddtGuNtrEywSwPozHlNvA7wSss+O077bp7wHoAzD8gZmF19SyQV1TjuGHuHyh5pduRl17JPtd7sMCBhuuTPvpyP7OyilWgJw8eVKsAcKCDysjOK82r7PG7eJttoacOm00jVvROGU5evQo7dixw9geNgjpxob7z8Iaw8odXluFhUheE4WNlL/8y78slBdFsHBw2WWXiTVVVENQGTzOPOYshDaF1wriMWBYYcVCKK8nIwXb7PounHOc1/jjdX54zRU+ltcWNI2/FDR027LnhNfK0a2LqMNmzHXXLJ9PhtdTYgMdK1zZkMbXGisuOa+/7bVR9z7NtosVp7aLYte9ZnSw8M1r5vCaPPe4xz0Sgz4rg/n8vuIVr2hUPgAAADOsKGJnJ14PhZ+3vC4MG1Pe8Y53JAa2jY0NMTdn5wj+zsoqfsFnwx//+xM/8RNW8iQbEFmhwMYpXl/WxvBUR1aSRkyWldjwxw4m7IzGRkpeC5fb+gd/8AdG5xfdXMqo8ynLLLzWYBZ1XV1WXNWhrfpVqo6BbbuqyL1ttYtlRZbZ+DrizyxD8RqHcmzYOMrlZimS83iNajYg8/XMhj92RmJ5z7TuJQAAAKDC8hTLTSZUWYVlLnZ0ffe73y3WVGN5hZ3P1Xmd16djsnIYO0GzcxAbV1ge++AHPyiMWGXw/MxGQ16PjeUqrtfmGDbAsbzIhkOuj2UbLkM63NTRG/K6capze7afLLvZBih0UX/TMZiEDNVGu9pqE19XbOhjPc6//Mu/iMAMbg8A0wQMfwAUII0AHL3E3koMTw7f+c53EqW+9FxmL9yqkzi/2Ge/8ws6K6e4TlZesSevnOBYgZWFo67KtjVpYx04+ooj3tgzTKf8Yq9qNhKx8k1GwbFQyJ5Kqic4j7kcd/YC58V32Ttejn0Wjqr6y7/8S7FAtBqVaQOPDZf7la98RShGGNl21dDK7eR2F6G2b2trK/E6MnnH8+LAbGjjKEBu/2Mf+1ih3GkDvobYU8kW05izJ5+8RlkpJ+Hv8j7hhajZuMmKLbX+KtdGHbh+jtbjsZaCrfxeRpNrRgcbWhnVi4/bxEo5+RsAAIDuYEeLV7/61eKPZY273/3uYt561rOeJX5nox47WHGEH0dBqXMav+D/zu/8jnAE4XmBFQ9lsLKFDSvsjfy///f/Fo4vbKB74hOfWHgcz4df+9rXjL+zrJSVE9mbmxUX5513XqK0YOMk/3FUHDvrcB+uvvpqqgPLYHv37m0sK+pk067qLxoDljOyznJc/iSoc26krMjKT/ZEZ3nw0Y9+tHCq4rFh5zS+LmSWB1vYa56Vsd/4xjdEpOub3vSmFnoIAADAB+53v/tV2v+hD32o+GPYoZjnPtZ3SPjdm3Uf7NDOspbMiCPnK3ZUYVmHHbN5DixDOsn82q/9mtDTcd0yy1AR7KTMchv/cVQcR3W99rWvpf/3//4fVYXf/VmHx1FhLmSouvUXjYFJhmK9Wde0eW6awEZkdurnbCFsiGZ5n/W1AEwT9d7KAPAEfvnmifOVr3xlYkRgT1mOhJLwizhH9PCkdN1116UEEE7RUwR7AXNkkJxE+UVcepCw0oiVBlIpxJPuS17yklwZrGi6/vrrC7c1aWMdWLDjUHyO9JLjxmP2oQ99SHx+/OMfL4Q5nrwlv/qrvyoMnNITmtNdcopTiRQITYIGT8gcacXCIyv5bOA2qmkrOF0Xe/Ko48gGG57kpdFX52ndFPaSY+MaG8w4PRinv2gDFvw4vST3Sx1n9gTTYTPmnLZKRkVydNs//MM/JNcse9hxOgn+Y1i59brXva7StVEHvp64LG4bwwo2Ti9SRp1rRgcrk9mTkbnXve4log3f+ta3Jr+z4pjv40kY3QEAwGf4ecvzkoSdaNj5Iis7sNMHGwbZsMLKIdUYx8qFpz71qcLhRaZlNsFpnVkpxeX/4z/+Iz372c8WciLP41J2MPFzP/dzYs5X5z+O+melFcNlsZzI6dEZTu/JacDZcCn7w+nb5ZzMiiL2JG+ikGH5gJ14/vRP/zRl2JRznISNpWpq+iwsP/Fx0gO97fpVisaAU8ez8ZeduhhWHrHX9iRoem5YickyscyawOnOWInJ1w1fdxK+hjhbQxFs5GaZjrNJcBtsoiEAAACAqvzRH/0Rffvb306lbWTU+Y8dv1m+YQMKG/9U51iWcdgBnnUunNq6bN7k1O2s5+KoLM5SxFFh/M7NzsvXXnut8TjWU3A2CBnJyPoYfoevK0OxkYx1AtxuNf02O3CpMg3rT7h9Wf1dmX6vrfqrjAHLUCyTSeMfL68il6vpkrbPTRO4bk75//rXv16MBRuxAZg2YPgDoAQOL2eBgr1oOGyejTM8Caoh85zKgI1rrCTi9WVYiGGlUlnaQH6hZ6MFRxrx8ezFy6l9GDaCsZGGX9Y5AovrZ6VBFvaKYq8pNjiwEMHh57ptddtY10OHFW9sROMIMB4vFr5kKiJWxHF7eP1C7jPnJ2cDJBth5No23C72mmevdu4Hh/e/7GUv00ZlcWQaG304jdLzn/980Wf5JxVoOtiDmr3QpCGMU6pyhJrqYf+Wt7xFGCg5zzgrXFjxpq7H0xasJOS1Y9goZuPZZgOfAzYgs7JI8u///u9Jeo0sNmPOY3bJJZeIc8qKP05RygI7w9EN/DtfYxz1yMY0dR1Cm2ujDnxfsHDIxr473vGOov0sKLJx2ZTawvaaecMb3pCsfSjXOODvMp8+w88HfkFh2Av/Xe96l1jnkMeTx46P4ZcRKNoAAKBbeJ5mOY1TfvL8w89hnqN0z19+LrOChOdI1fjHL/XsjMWGNxsZkecbVoTIVFecvpvTE7GMVZSanevlOYaNjFIGZE9muYYzGyXZ6MOGSJ4r2RmNFWjqGsDscMPzDKdtlDKqGnVfFZY/eD7ltX5ZNuN6uW1Z73OWJVRHsiycSpLlCG4Tz5m2bbKtX6VoDDhKgWVi/pdlad5nUiku2zg3fK55rNk4zPIxG4Z5PRqWNbg/fD2wHCsjQE2wLMTKVFYGcgRi2VIEAAAAQB14PmL9Fc/drAtg4x073GT1WNL4x/OZavxjGYgdom3lMJa1OHpQLqfB8gIb/1gnUbREDM+fbMhipxiWV1g3xoYlnaO9LSzTcUQYz8+sO2K5jZ2eWZ6RsF6O1zYskg9ZL8RtYxmIZaiidXyr1l9lDFgWY7gclmf4fFSN/qxDF+emCfxewPpBbg/L5gBMG0FYZbECAHoIe4SwNzBPbhL27OUJI7toLkfdsNFJTn66/ViBz5F2MrUhw9FEfCwLLKxU4nVGWMBgpZEKRzpxe1jgURcqNqXzYc9bVuqwVxQLKWxQycIv+BwRxWWyMZAVACwEqKkg2YP5u9/9rhAgOK0jGzx028raqBsPjp5iIwcbC+XaMjJakMeiaLFlfrxwWioug5UeWS8djki74oorRN9ZMaLz4mFPLZnayJT+kvv69a9/XfsbG6Dk+jxsoOH2yvB8bh+nT+U0ElJpwkIjnw/OLa+us8Njyf3lfXk8+BqQAqzunKjw76yAlGlNdfA1xh7bXKaqlNKNv9xX7RunH+VzwtcVK4e4b1wnR3mylxLDHuLcT76WixaU1o05H8v1f+YznxGCH98nPJa6dFNsOONzwtczt18X7VZ0bajjWeX64/PE7WLhlMeI7xc25PKxda8ZTkvK6Xaz8DmS55/r4P3VZwZf23wsG1l5HNW2AwAA6BZWILGsw3OdOk9wVDvLAKr8w7KBmqabo8BZccJzYZksx3MZZw7QrQPIsqnNs5/lNFbqcDt1Bhx2OGK5hJVhOmctNjzyfMqyFEcsSnmPlUusqJBKmptvvlmkwWZlmITndp7DeB91HuY5jNNC8jZ2qMmui8JKK55ri9Id8fzN7WZ5gs8De6O3Vb/tGEjYSMnjwXIJjzfLnnKdQt24sMKRzz/LVBKWBXi7Kd18drxt2qWmkWdZSScrcmYQNtTxOEj42uZ2c5nZtbtN8HXE/eZyimR3AAAAoAksG/F7MK9lzPOUXN6D5SWe01TdlNRhsH5O6uhe8IIXCNmMdQJlmGQtnn+57LKlRVgOYf0BG3VUAxnLL9wPOffKVOvqsjSso+P5m/UWWT0DH8+OzVmjm5yLpc7GBI8dl8HtY10GRwC2UX+VMZDjyL+x4zvrNPi8sowm1xHUjQvLtOzMrsqsWT1slux4l7VLhWU4HgeZwamtNqmwPop1P6b1pgHoMzD8AVACG1j4pVpObpxznBcn5slDnZiqIg1/rjxXgB4WEFkgnYQ3U9f9YAWnmqaMhSdWFtXxdlcNf+zJ3zc4pRpHIPK9ykY/ToXFyls22LpICwEAAGA6YU9zNuRx5gQAAAAAADAZ2ImGDUycUYEj1AEAADRDnwMNAJDAHtY//uM/LowJHL3Dwgin1Wli9AP9hT2tp93oJ/uRXZuIPcYnleJq0rAXGveN71f2iOPIzPe9730w+gEAALCCU0xyCmiO6ipbMw0AAAAAALQHpwXl5UA4vSM7yAMAAPA44o/TH3JotCm9CYd8c5ofTkFTlh4GANt0BSdPnhQh422s8WZKRwpAHzGl3OwTnHaC02yxgZPTgHLKXgCAGchSAFAqZdKNN95Id7rTnXo7zwEAAOgXkKUAaAdO78nv77ysSNHavgAAAOyZuqfpv/7rv4q8uvxSztEdT3nKU0Q+X4lM8cZ5gHmtBs5r/O53v9tpm8H0wwIIG/z42mvD6MewAQVGPzAtsPDN6/T1WRnKTh5yIWsY/QAwA1kKgDy8xgevO9PneQ4AAEA/gCwFQLvwGrq8ThuMfgAA4Knhj9erevSjH03PetazxELxnM7tyU9+sljMU/La176WPvCBD4iFOvft20e/93u/R8985jPpq1/9qtO2AwAAAAC4BrIUAAAAAABkKQAAAADMNlOV6vMxj3kMHTlyhD75yU8a9znvvPPo6U9/Ov3Wb/1Wsu3SSy+lRzziEfTmN795Qi0FAAAAAOgfkKUAAAAAACBLAQAAAGC2mZqIP167idMp/PiP/7hI53n11VfTxsZGLr/6ddddRz/4gz+Y2n6/+91PeLgDAAAAAPgKZCkAAAAAAMhSAAAAAJh95mhK4NSebOjj9J68fhPnfd67dy898YlPpLe//e1iPY79+/eLfXl9PxX+/ulPf9pYNperGhFHoxHdeuuttGfPHqwTBQAAAAABJ0k4fPgwnX322VO5/gRkKQAAAAC4BLIU9FIAAAAAmIwsNTWGP9mR97znPcKId/vb356uueYaesADHkAveclL6K1vfSsNh0Oxz8mTJ1PHslFvbs7c1de85jX0ile8ouMeAAAAAGAWuPbaa+ncc8+laQOyFAAAAAD6AGSpPNBLAQAAAKBNWWpqDH8ctbe0tEQ/8RM/IYx+zPnnn08/9VM/Re9///vF93POOUdE6N144425FKBFA/HSl76UXvSiFyXfDx48KMp+1+3uREcPbdLBzW06tBnSoc1t2hiFtMXWVSJiM+NcENDKMKAd80PaMR/Q7vkhnXLaKq2etkyrp6/SzgvPpNVzTqPF006j+fPuQHTKubS9spM2FnfRvmNbdMuxTbrxyAZ9a99Ruu7WY3TjgeN0y74jdPTQSdo4epyOH7yFNo/cRpsnjtHWiSO0fZIjE6NlGQfDeRrOL9JwcZkW1nbT4o49tLiyRqu7V2nHKcu0a32Rzj91hS49c53OWl+is9YX6MzVeVoJT9LS6BgN919DW3uvpc1b9tLRq66lw1ffREdvPkKHbzhEB288SodPbNGBzW3af3JEx7ZDOrk9ok1Rc0gBBbQQBLQ2N6DlYUC7FgZ05soCre5cpJXTlmn3Bbtp5aw9tHLGHlq5/e1peOb5FOw8nbZ3nE0HRnNiPPcd3aLv3XaMbjhwgq699ShdedMROnLoBB07tEFHbztMG0duo60Th+nkkQO0tXGMRttbROFItCCI+76wupPmV3bQwuoOWt51Cq3tXKLVtQU647RVuviMdTpzxyKdt2uZbrdziXYvDWnnwoDmDlxPdOBGGt22l05e8x06fM1eOr7vAB269lY6dP0ROnZ4gw4c2qB9G9t0dGtER7ZG4ryP4pFnE/TiIKDl4YB2zg/o1IUBrS7N086di7Trgp20evoOWjlrF+26+FyaO+1sGp5yFtEZt6eTy6fQicEi3XJ8m645eIL2Hdmga247Tv994yG67eAGHTx4nA7depw2Dh2kjaOH6eThW2jz+BHa3tyg0VZszA4Ccd7nFpZpbnmN5pbXaXnXGbS0Y5lWVpdp52krdM6eZTpz5zLd4bQ1uv3uFTpleUh7ludoR3iC5k7cRoND++jkNd+kEzftpY29N9PB715Ph284QsduPU6HbzxC+05u05HNER3eGtHBzRFthSFtx/fGPF/zg4DW56K+r88P6LTFOVo/e42W96zQ+llrtPOic2nxjFNp6YyzaP6CS2m0diptLu6kA+Ei3Xxsk249vkVXHzhO39p7hPYdPE7X33qcDt58jI4fPU4bR47TsVtvpK3jR8Q53z55nEbbm+zOIOofLiyL8z6/vEYLfL2v7qDF9XXasXuZdu9eplN2LtIlZ+6k2+1eotPWFum8HYui70vbx2n+2H4Kb/oebe+/kbZuvpFu++Y1dHTvQTp28xE6cNVBcc6PbGyJ6/3w5jadGIXJeQ/i874yHNDK3IBWhwGdtjikXTsWaXXHIu04bwetn3cKrZ6+i9bOO50WbndHCnadSbTrDNpYP5MOboR0YIP7fYKuOXCcbjq0Qd/h/t98hI4e2aRjh0/QsVtvppPHDou+nzx6kLY3T1DI1zzXP5ijwdwcDeeXaGFtl7jmF9d30+quHbS6viCu+wvPXKfzT1mhs/jz7hU6bXWOdswR7QhO0vDgDRQe2Etbe6+hY9+7ko7u3U/HbryVDlx5gI7ecpyOHTxBeze26EB8r/N1fzIM4ydNdN6X4r7vjp9zO5fnacfZa7R+zjqtnLZO67c7g1YvuIDmTj2d5k4/j7ZPOZ+OD5boaDhPNx7ZpBsOb9BNh0/QN286TNfccowOHD5Bh289QUduO0wnjx0R9/nGoVvEM46vd3He42tenPOlNZpbWqH5td20uvs0WlxdFn0/7Yw1Onv3Mp2ze4XueNoqnb22SKeszNFpK/O0eOwWGhy9jeiW62jz+u/QiZtvoaPX30wHvrePju07SkduPkb79x8Xz7nDWyEdOLlNG9sj8Ywfxeecn/HzAdHuBX7G83U/pD27l2n9jBVxze84fw/tuODM6Bl/9u0oOOMCCtf20NbqHrrp6BbdcnST9h09Sd++5Shds/8o7T14gm7ad4SOHNiInvGHD9DGwZtpSzzjj9HWxtFkLgoGAxrOr9BwcYkWVnfR4o5TaGFllVZ2rNGOPSt0ys4lOnP3Mt3pnB101toinbG6SGfvWKAdgy1aHp2g4cHraevGK2nrlpvpxPXX0oHv3UDHbj5MR288QoeuO0y3Hd8Ufb51Y1ucd77e+byLumMBgZ/xK/H9fvrCkFZ3LdHqKUu0+/a7aPWcU2nljFNo9YLzae6s21Ow8zTa3nk2HRms0KEtEvf6d/YfpesOnKDrDxynb990mI4cOEHHj2zQkduO0omDt9DWcT7/h2jrxFFxzsPRdvScHc7RYLiQPOPnV9Zoeddp4lpfWVug3XtW6NKz1umsHYt0zs5lunD3Mu1amqMd80RLx2+h4MBNFB7cR5vXfJuOXHMTHdt3gI5cv58OXH2Ajh08SYcObtBNJ7boyHZIJ7aj57x8xvOVvxQMaGkYzXGnLw5pfWmOdq4t0Nw5q/S4T35GZBmYRlzIUt/59rc7Ga8+LFDN94krQk/77mu/fe+/r/3uQ99d9d/Xfvel/132nT3UL77DHSBLVZClvl0gS/l8nfrcf1/77XPffe23BP2fPDjv/b3mq8hSU2P442i+hzzkISIFpwqn99y5c6f4zB2+173uRf/0T/9EP/mTP5lE/330ox+lF7/4xcayFxcXxV+WlcGQRoMRbQREJwP+N6QwCGkQX/2sFJ4PAloMAqEkXA4G4pjV4ZBW5+ZobX6e1hcXaG15kRZXlmh+bYVofY22V9ZpY2kHHRtu0fHhSVqhBVo6GtDCiQHNbwxouBjScHGOBpsBDeaXKZg7TsHcNgXDkxQMWSU5EoY3Nn4Fc4vibzC/JPYdLLCSeCVSkIt6V2l5dZ1W1pZobX2R1tfmaZUNf9tDGm6s0taRZdo8tkSDpQUKF+YpmJ+j0XCONgdD2hqEdCIgWgyItoNQXHX8j7wAud+LrBwNAloOhknfV7jvC/O0urhAK8uLtLq6TMO1VQq47zvWaXs0T6OTIR0dbNLy5pCWNudo4URAc0shDTeGNFwc0mBhiwbzxynY2oz6uLVFAY94OBIPn6jvC6m+D0Xfl2huKTIMLa6u0fIqK4mXaW19mdaXh7SDDX/bB4m2Vml0coVOLi8SLS3QcGGeRvNztM1Ro4MhbQRDWgpC2gqINgMS530UKoa/pO+DVN/X5udoNe77juUlmhN9j877yZV1mh8s0Ym5bVrdnqdlPu8nhzS/PKK5jTkanhjQcCGgwcJJGpyM+z23ScEojMedz8Egf94XZN+XaW5plRaWV2hxZZmW19ZpdX2F1pbnaH2FDX/zNDe/SYPRUTq5skwLy4t0YmmBtrnvc3MUDIe0PRjSckCi3yfjcz+gkLbj+vl6n0/6PlSu+bnkvK8vLdDS8hItrS7T/NoqjdbXaXNpnbbDJTo+3KSN4SYtb83R4mGi+ZNDmlvia55oyNf7Aok+BZubFGxvR398tUljxHBB6fvyuO9LfM0v07yod42W15ZpdW2R1taXaMcKG/7maH64QeGRFdo+sUxbRxZpa3GBgoV5GszP0eZwSCcHQ3GdL4m+R/d6dLfFhj8xHtE5z17zfN7XF+dpdWmB1lfYSLNCwdqqOO8bO3bQaCOkrRNbtLI1L673xa15ml8Oo2t+8yQNNwZRf+Y3o77ztT2SpqeQgsE8BcO5uO9L8XmP7vXh0iLNLS3RwsoaLa2uRH1fX6H11Xlan2fD3wYNR2sUbh2hrcPLNFxepMHiAg0W5mmTI6Hja345iO53HgM+/6Qa/pS+y3Mu+i6ec3O0Is77Iq2t8DW/QnNrq7S9vk7zw2UahPN0ONiklfAELY/maWElpPnlgOY2+V4f0GBhmwab2zSYPxH1L77exXkXJz1Qzrv6nFsWfZ9fXqWFlRXR95W1NVrl59zKPO1YnafF4QYNBptEJ1Zok89L3PeteR7LOQqHQzou7ne+z0e0KM47iWe8avhbCCi515eVZ/xKfN7XlxdpiZ/xfN7X1yhcW6ettR10dLBFxwcnaSU4SUvHA1o4HsTXPD/jh/EzfkP0Szzj57bEM49HXjzjB4Pcc278jF8V1zv3PXrGL4prfp0N0cLwNy/O+9ahFdo6tkTzS4viXh/MzxPNzdEW9zue37jf0TOeH3KK4S913sfXuzjvC/O0xs94cd6XaW5tJXnGB4NVCjeJTs5t0fLGIHrGc7+XRzQ8MaThJj/jw+heF8/4DQqGm9E5D/ie53t9ztB3+Yzn5xxf8/IZv0Lry7Hhj8vbOkzhVnTeA37GL84TiXt9jmiwLfq/FIxoKz7n/LyTz3ghF6Tm9nHfZfYANoxNIy5kKS5vx44drfcFLyJugQHIDa6ve5x3/845A8Off+d9EuccslQ7shSU4e6AEcgNvl7zvvZbgv5PHpz3/l/zNrLU1Bj+mN/4jd+ghz3sYXTve9+b7n//+9PnPvc5+rM/+zN6xzvekezDKTsf97jH0V3vele63/3uR69//euFd/vP//zPz9ADfzoVjm3hd+9dEZkigAsw7r7h+zPePcK9hGaVPslSAAAAAADTBmQpAAAAAEwDxSsA9oz73ve+9JGPfER4nT/72c+mD3/4w/Te976XnvGMZyT7POYxj6EPfvCDYr/nPve5QlH17//+73TKKac4bfts0Qe7v4+4VETDFOEK3G0ATJrZNfoxkKUAAAAAACBLAQAAAGC2maqIP4a90y+77LLCfR772MeKv+6I0rD5i8999xcYoNyAuw34h8unzWxH+/VLlgIAAAAAmE4gSwEAAACg70xVxF9/mH2lYDEwAWHcgR/gXvcRv8+67/M7AAAAAAAAAAAAAJh2YPgDNYBi1A0Yd4BrDvjwpHHfAgAAAAAAAAAAAAAAphUY/mrhdzxE6Hn/AQAAzDKY4wAAAAAAAAAAAADA9ALDX218VgwiGsO/K47XtQSOht4ZMPL7idPz3oupFU87AAAAAAAAAAAAADC9zLluwHTit1LQ7967A+PuKQ5PfICrzkucnnc86AAAAAAAAAAAAAAAaAQi/gCYFkKXoTDQxvsdAQXAJMFFDwAAAAAAAAAAAABAXWD4q43vqdAc4mv/AxjfvMTj0+5tqlFPu92fi977EwAAAAAAAAAAAAAAphgY/mqDVGje6oS9BcpwjPpk8TbVqKfd7g84AQAAAAAAAAAAAABgeoHhrxa+G0B877+v5xzKcBe4HXXc6wAAAAAAAAAAAAAAADBNwPA3lar40PP++4rrNf78HXm/zzvw7xkPAAAAAAAAAAAAAACYVmD4qwUrZUOP09+5VUq77r2fPYchAkOPy25SBI5vt9Dz2vG0AwAAAAAAAAAAAADTzJzrBkwn/pqeInzvv4/gnLsbetcGX6xn6tc5d323+1w7AAAAAAAAAAAAAADNQcRfLRAPAPwDV72PwAwCfHva4EkHAAAAAAAAAAAAAKYbGP5q4bsyHIpRjDvwA9zrPuL3Wfd9fgcAAAAAAAAAAAAA0w4MfzXxWTEaQjHqCCikAa45MIknjd8zHAAAAAAAAAAAAAAA0wwMfzXx2QTjc999BucdAF9wfbcHHvcdAAAAAAAAAAAAAIBmwPBXOyLA36gAf3vu87jjrPs49CHOu5c4Pe941AAAAAAAAAAAAAAA0Ii5Zof7it8RAX733h0Yd09xeOIDXHVe4vS840EHAAAAAAAAAAAAAEAjEPFXEwQluANj7wJo452BCx4A3HAAAAAAAAAAAAAAAFgCw98UauNd2wFc1x+4boArnPYbiUadDTtsrsAjwjB0/LjBDQcAAAAAAAAAAAAAphsY/qYwFZprtaTr+t03wMd+c+XutPG+nnLuuK92buAnQRB4fMMDAAAAAAAAAAAAANAcGP4AAJZAG+8CbyNcgUMcX3S45gEAAAAAAAAAAAAAqA0Mf6Ay0MkCMEFgb/UOznbpM6Hza97zEwAAAAAAAAAAAAAAphoY/morBf1VDAYe991f/L7mneKzFcjTrrt+xoZOrc2ua3fdAgAAAAAAAAAAAAAAmjHX8HhP8V0p6Hv/fQTn3N3QuzaDOKzf18vO6Tl3Pew+1w4AAAAAAAAAAAAAQHMQ8Qdq4GkYDgCegTvd1cC7jvjDmQcAAAAAAAAAAAAAYFqB4a92KjB3ilHXKlmkQfMRmAJ8JED8kxNCxxF/iHsDAAAAAAAAAAAAAGB6geGvBpFK1p1i1rVKGPgIrjoAfLnbXK8x6Na9xXXfAQAAAAAAAAAAAABoBgx/U6qYdYnPffcZnHcAfCHwuH7XfQcAAAAAAAAAAAAAoBkw/IHpAwEZGHYAAAAAAAAAAAAAAAAAAOSA4Q9MHwjIwLADP4CRHwMPAAAAAAAAAAAAAACoBAx/NYE+2h0Ye+AVPl/wMPJj4CeOzzccAAAAAAAAAAAAAJgFYPirqRYMoBx0OPbA3eiDiYMLHgDccAAAAAAAAAAAAAAAWDJnuyPI6uGhjXeB36Pu2uzp9+j7etbd4mvvfe03AAAAAMC0EZb7RwqxDrIdAAAAAGYXK3FoEq1IVGoB+Q4MfwBMDXhg+UjgdaClr9d84Lfh0etrHgAAAADTQ2gnvEABBQAAAAAPCA0iUdC5iinUCF6hrJ18BYY/UBnEogAwQfydn7wWlLoXivpLGLi+7DHLAQAAANPKiP+XUToFXckWYQWPJSHgidZ00RIAAAAAgF7JX1kxiH8edCWQZS2O6vcg+Z93wPBXG38Vg372GgAAJoN7o5/bBjjvfg9aAAAAAAB7UqoejdJJ6H6Clmf6cFTjGBj/AAAAADA7JGKXrR9Ua7KYxthn3DX01vgHw19t/LtYAABgsvjrYOE3yPUJAAAAAHupwSbwTuqG2MGqmYQZ9kq8NbUGEjQAAADgK5NZbS9JeB5Wz3A1cW1f6KfxD4Y/UAMo4wHwgZBCCpxOin5NyH3J9YnzDgAAAICpMfpVtMOpBsD6FYf977/z1OkAAAAAcEKRnNKyrqmOSNSKLFaH0L91dQauGzC9XoXuhH3XrxlsCgC+4fKKB65wa/Tzl9C5IOK6fgAAAACAYqb33SSslyY0X0qhsk1GQiYRkQAAAACYXVi2kH+F+zWXQxL5wpmAUSHNZxbRd38kIxj+ahA4joIJetB/l/hze/ar566vO+ACf+82n+811894AAAAAMwK3Zqemiic6rWqgaKpJayVbXFTexKcCAAAAIBOqCtnNZPP2pAv6hUB4aYKMPxNpVrW7/77O/pIuQh8uuaAO3DeAQAAANAC0vIktEP9skDVUli1akVzq2wDAAAAwIzQJN+mQ4SIWO2IXrR7msAaf2D6wD2OYQcAAAAAAAD0D1P6KNX4FzTzPx7NwjuhWGdmMg5Xcqjg2gUAAACAlCzCUkIFuax/rlyT6bftmAQ9k7dg+APTRzD1j5gpxG16WwCARzj34OL68bwDAAAAKs+f4YSMXmEfZ31D/1tcuzls0rS4GZBwAAAAgFmhcshca9W2Xdy0yidh9kPQL4crGP5qEk71ZTnlyLcW33B6yWHVL2c4tYHgOecnbs97GLh0M8A1DwAAANSbP9V/Lfbndzrh0Flt1m812aYMQAxaqLnQcamoAvsxaOQbJXWDPOwNigEAAABAH2gz7WU7epCy1uhqEF1wJpuEjfsdZjqeOiU9kLlg+KsB1IKOx971XeMKx/2OTH++Dr5DnA45zref+LyOK655AAAAYEIL5lV+uQtLqqprerOqWVexzdqFRdbFapZHAAAAAID217prIf24TWuaaZU7WN8vrN/vMplUFu/a+NdOMlMH3HTTTfS+972PvvKVr+R+C8OQPv/5z9Pf//3f01VXXdV63dEJg3DuAr9H3XX6O79H39ez7hZfe+9rv4FPshQAAIBZoAMlTE3CXq9J059xAu0CWQoAAECZ7KH7mxg2Tkq2RRlKqlJ62KWcZfprmar9dSkBTqXhb3t7m5785CfTU5/6VPqTP/mT1G+HDh2iBz7wgfS4xz2OXve619Gd73xnevnLX+6srbMJXlrcAMObj/h91n3tvet++/2Mj1J5zz6QpQAAAEw2vWdROc3KaKpwqld7ONF++iGdTBeQpQAAAJRFhBn/Ond1Uv6SfJTNam3LhtiZ8W+CptawSnZ7R0sxTm2qz9/4jd+gc889lw4fPpz7jY18e/fupW984xu0a9cu+sQnPkEPechD6Id/+IfFH5gFpTQAAICuCMnlGntRC9zW7MccB1kKAABAq4uaNEqz1G1qKZsmVE7FVMeDvGZqT5t0UpWa0IM1Z2YByFIAAACyjMKO5+NC+csU4ZaxPLWUYrwXTklN067POFMX8ffxj3+c/uIv/oLe9ra3adNS8W8/8zM/I4x+zIMf/GC6z33uI7a3Sy8ubwAAAKBVAo9bEPSi/z7JUgAAAIAdOrVO3TfyxvGF4ahRCWD6gSwFAABApW5cWWvWBeu0lgXrFreYFrOsuFBjl6xcu5DHKobeNaSJM5YLS9JURfzdcsst9IxnPIP+/M//PFFGqVx33XV022230V3vetfUdv7+5S9/2VjuxsaG+FPThZbjg2oQAABc0mzpXzCtwLHGH1kKAADAdGKjnjH9HhhEvmK5L6tkKfB1L6utIhkv+cJu637UtQAy7jQDWQoAAICOqgah9qLwq5rN5L5B6/KJSWQKGiWAyObKbOL6FVTY3qLRr1mCi9mP+GMP9Gc+85n0tKc9TaTu1HHw4EHx7+7du1Pb9+zZQwcOHDCW/ZrXvIZ27tyZ/J133nnFbYFSEnioC8d172DMnZ9z4OPIu73XXffdfRt8kaUAAABMKzYe01UXtGnPy1xXraFGuxnfdkEb0yI+ujjFtvo6sZVsQDLmkKUAAAD0ippyRcMF+7QJRTUiX5k8VqutbedAD2dXcpoaw9/f/M3f0Kc//Wnhcf6+971P/LFy6jvf+Y74zALY4uKi2PfYsWOpY48cOUJLS0vGsl/60peKsuTftddeW9iWyEA7uxdFObBGOAGBT97hPv206+ec8wHwst9OV/gL3SbbDGbcA79PshQAAIDumaxRKE6BKf7CTtNkGlav0WeuUpVOjSs2pJQqSjVlo1CqlKoqPsTid+NZaGMsUuc7/nP+7tA9kKUAAABkaSRf1U1zOUGjV9EetnKWTk5z0+eRF/LK1KX6ZO/xhz/84fT+978/2capqL75zW/SX/3VX9ETnvAE4V0+NzdH11xzTepY/n7hhRcay2Yll1R02TO7isG+w3phP0ffpUI6dGsMAE7AGfcVh88a5xed8wZ4JksBAADoglSapYLsk9VnvSKDXtV8R/VaYGxVQROShFZh2++Stv2O96vh1deVaqpZyqmCMMqSlK3TDmQpAAAAKm0En9nPyVkToUEOKWpQriLLNJctiIBSXmuW3tRgJtU1MEj+ly8icCOPTVpKmhrD34/8yI+IP5W73/3uIlXVG9/4RvGdPdEf+tCHCq/1Zz3rWWLb/v376WMf+xi97nWva7E1syvITkc0iq+47Lm/o+4el54oOO9+gvM+q/RLlgIAAOBKAdXI6GMKq6u6tkybFjhLpVPrdqlK/a5XcWNlYheSnbHf9Q2c0wJkKQAAAF1knCxHE51XNB8XFNNknm7a3caymHbATcbAoFUhqA0DL01YTJoaw58tr33ta+mBD3ygUFbd7373o3e84x10xzvekZ797Ge3Vsds+7CBvsIp2IIZfokCJqWMu3OOZx3w7arj9Q0R3TwZWQoAAIBbBZRIyRS4XPsjVmAFxS1QVTma1fJaM4yJcqroh5qmLOXjhZxfTe5xnpzKpt81+zZLQJYCAABQhcpyiLGQsLr8pc7bFeZwU3pP1l+rRGrNjmSCwj6HBlnTTgadBaa6h494xCOEp7rKPe95T/rCF75Au3fvpk984hP0xCc+kT71qU+1mn7KX/G1Lzh/3XGCW6Ofn2PuGtd2XjzrgJOrzuHCypHRz6/nnStZCgAAQLvUMoK1sa6MlZKpYVlWQYZhyV+mGl31Tdue/dPto9YyIZHDL8lm8kCWAgAA/3A+t+Zkiootal3vope55C8mWWwiMmjYoqw6ZUx1xN/v/u7vardfeuml9PrXv77zqACoxR3Brqk+4vSSCzx9RPYApwOP55yfOI66C1zG3Pl3zbuUpQAAALRDk8i3auvKaGuuV3HTeVjjZW6zpI3cJej4jYlzCORpfZHBnks4fshVkKUAAMBPSlOrF/zWfHbU5UGoeHyL6bkLxyIj/mRlsfrSQoV062GZ/DU5mWWS0tFUG/7c4YcA28f+z/iSAcU47TfS3/l53n292XzH53Vccc0DAAAAWnLrypii84qMgax0CVpPC5lNKWXap36qKSWCT9O/QJP+MlCOEUbAFl5ip8oR08VCNgAAAIBjKpiiWtI+mLMMZEM4woapLdXU6+MqQzvnM2FnLJbFWkl3WpeQPeH4Q/e1T7KfMPzVwvcVgNz13u9xd4lMf4czMHEQ8QfAhG84POcAAABMD70yBpWmUmrHu3y8pkyUh8f6uCQqL2jHLlUrzFIdg/a87esokapFPxoW8gEAAAB6j2YO68DIUyPmrsIcrJjdQpNTVkkrdMKCfeoHa9QWBGWymLXsUtDvKscH1ftaVpv20uoJU73GH3AFJH4/6dOjyyMQ8Qcmjs/PeBZBfe4/AAAAn9J8Nqs1u8k27WfzxqZKqGj5a2VNmaIFEawKVndqpyVluj7tMZWrrqloAwAAAJygyibqGnTqtvolt0FliSA34ac/B8pflmhb9tgaPSmyLZaVqtrvSsrK19lUfgpLvhuOMgRVmkrok+SDiD9QAxiAAABgVnGf2Dd0XDPmOAAAAH4Z/IRCI6jgFWyb9tN4PKfGrJb+0sbbuiDBaMa5PZ1qytrjXknpqUvvGTWCtw9SBcq0n01TbOWqywQwqNeE6HM2q6oLKWeCqbMAAACA3Bxkombof6cOVyGRkJDqpIHUpPbUYZRJLMdDlT3UVOujEtmsWVL3EoSokW9BWCZrNpRRSnJc9ELygeEPAGBFnzwWAJhpHEsIjpcTdboWzFhQ7oOIBgAAAHSbbqkVdEa/IhfuZJ5XUi7VUr6N15SxTcFUWbVno9nT9lW1yCnauxbXvcsa/Uz7YIk9AAAA/mE5h7e11nDRb5ofW3HMUeWvrNHP1He14pYWmqsUsCf7KRzO0i7n+jGwOI8FvwdSVsz12581iGH4AwAA0HMfFc/wecid9915AwAAAIDW0CU0an+mUxVN4w86r3PheZ1qhPrFrnVZY1/O7JitNig2/tVXtilGP20EpFIhh1MGMqF4oLfKiYbYt6YbY2dBafACBQAAMBXUnbPalZJMSSmD1moayyKJzKXIYVp5iOWR+PN4kZPiFpmHcvxLoRwmq8jWUnsQ8nJnUaRjkDP++aXnhOGvBpG47s9FAnqC82eT8wZ4h2svXfdPOl+vObf9djvHhT0YeV+vOwAAALNCWeohSTCBNEu6tWVC+6Si5akt881I16lM61ljmLTbVQs0VI2alp7o2jRSSsSj9ru5TxNn8otIAgAAAJObs1qOAiuKyq8le1SqfFRQsSG6sSDlpX44x1kXsnVo7X5tqliUisvkzsLIv0lHOTqi3STznuBaFe493r53hP5e956e88Dz+n09765H3u297rrv4/8DAAAAfaVImVRFfMp6aJcfzzuNFK3W+LOt8iVZHy+JmhtVFvrEmjK67JqaYkSfdNuL0pFmd3Rg+DKdi6rNsTGWAgAAANOPIpdMttb0d8uAw1riRVZmUuUvUZhN/8cVy/X+rKou2VZm7FSTJeTkEggmnQHDH6iM8/tRuAr4R+g0/7AMAXeEr3p4mfzaVzzJud0/HF5zDRZWBgAAAHyiCyWJyatbTSdVXoiizcr9FRxj38r8IXo7oHGDEq9nXV9hOk+rYtKKuqqHaFpkV0bVA7qgF40AAAAAyih1fyr+vUKW0awsYj9LZox1ieXM1uKolGFZqdpGrbxVodPpXWUmCNsWqIdpxqBM7gyry2JdMokWINUnqIx7laz7FrjAdRyMn6MOgI/gbgcAAAAA1VSOFHiPt+zgY1KWRfqfkALFiUxkeApTy9tUqMig6koaUOBhHwzGKbTCgILYiTVZ688LzGlMAQAAgN5QkPJS3cW0vXIAX/w/OT1aZcTUWdpyjTLIYiyT6Cq2ba/oYz6VQBVjZ1BneSNN/3Lr+mn7S0peJ1X+mmwSTt15bTm7rBEY/mpgdSMC0DLZl1cw+0SToMu13vCsA35ddVjDFwAAQHeTTGw80q2t0kbxDY6r3BrF0CXSdiYN4BSedgYgm/VWEgduk0JNtb2J/6WjAUVK0KiVopqaei6lvqyiyU0aUAAAAAAo9CDFp24PrYgQtBNakchfupYZZZN29C06dyi5XW+AS/e4VbOb1jlLqSnk3wbmyipa4KZN6kOqzxrA9DJtl/ls4Nroh7M+eRIFhSPwrAO+XXWIbQYAANAuSrohNV1moZKitMTytJYlmY9aJ0kbpWtppu9Keqmct7au2NTnsDDNVPa3ce35NFJjh/lIMWczLNFaODUiILONzO1idz2Yq9WMtfWxAAAAAGhCfo4tSF+pidirPUfnylIFPZ0clpcVknX+VBmtQv1pB6x8rTnxJ95YvcsFbSsShK2YXSEJEX+1mGxIaP9w3O/ZvR97ja9Xu2sw7gAAAAAA00hKFZLfnjhdV0+zpKvF1IRwIjKmRhmT/a7msYqsftX7LqvK/VC+PoyI/lM8zlMKKOF9b+sIX1UppvTVmELMzgPfYNIzDnW10gEAAIBpxL2S2OxcZNg/k32gfkaCjKFPfjY5FInoArWiSEKIsjDIyLdKtY8/F8hGIrMS51pXghvqdDXXJ/envvfA8FcTv3LyZ3H36iBq9nnonYHXRQAAAAAAAOzF57CVtWSqYhO9VmtdkWxKqVzay+QHfd/5eGOaU9noUfz7oLRx4xSg47qK+l22pkyUdrSwSk2bCxRsal+TNK8DfRm57bYt0J/saIkI0Yha5QIAAADTgYUzTpERrIvU65bOQa3O1aqMVpYCVK49LMYklj90QpFl22xksWhVvchRadBQqV8txTzF6mzejw2PgThe2HQ8MS4g1WctfE8G5q73fo+7S9TFT8FEcTrsOOfAN3DNAwAAaGEuqRoRVjPHU87DvOY0FjaO7NN4m9vUluQfrdaKklLNv1tEBtpXmEmtpa+w+PgGjTEZ/QAAAACgzLWmydIkf1mk304l01RSCGSlDF3ay3SUnFqavg5t2wrX8CuqXd1eE9XnyabNJduLxsC2LUpp+v6F5BxXTUDEX20QAQV8A2ZX/4Yd5xz46uSAax8AAEAdVKVK1eMCp0oF2yyXacNdRvNj5XWvppqK1paJttr13xBjaBXuJ/o4sWk+NszpPMpFxKFdv43qwLKhhjQDAABgprFx+bF1RqqZI1uzxl1Z7blk34YsBONtqoNUZPRL1hzONWZslUtlOlArlykOKspCemOnpg5Dp+WQqkObOqZSFgrdtszGHkb0hQ5kMxj+agEx2ik9sNT7R7UX8vZrhxoe4w68ofbK1i1UjZh+AAAAjSaS6XlRkYqbQdAgzVLZGjOmtFqFaT9t0nvKz6GVgq2NNxjRZ/FnEQGZWrgn01fxe9h98qV4fAKD4itRwMVjWuc6AAAAAHopc1lE7aX2bZhyM5ves6h2+dvAUv8ZJJGJGauiSHMpBSI11We2ZjYCxsnZdVZGW0JNP+NMCtkaRwUyWFRGtFVtyiiWSa3dwMrkThtZM4xTzDc0EqpJHESNPZKpYPirRY/OoI9g+L0bdJxyjLtX+GzpNnnGT4jxWkW+ngAAAAD1qJ+u01ZBUVS6LuKtKKllKwtXaPtbEonWIOQu6Y8me5NNoKEwcgWyjUr9ZUomrfJQet2r31V3eJMS0Z2QJ6+RamJWC9c1AAAAMEmqGP1SxxTrIrKlmqbHXO2qUUj1C5LbMmVaz9PaiD+p08jKY3EEYBDEAX+x6TFU11YullEKR9Qg/iV9jIt2IwWF41jDivomnfSX20dnc2xgX20brPEHpg+8ezihJ88s4BO+3us+32zO+97NAt8AAABAGxQt6ZLzNZeaJ91fJlJOU1y9BpUq2zINraKbK3KdL/85Vb00Io6rLx6P3Hp+2XUJRRBfpFRLJAmjdmjSAm55VKSLtgAAAADdzDN155ri43RTuMEtKPUlK4dotxe6a1mSGP2Ku5KkCdWmatcfmJWV5DedSGccE8sOtupvFKrpTzONqNgek7xsGoe+gIg/MH1AJwuAH+Bed4Q7b3QAAAAAlJP1OM8pjywi4Nj9WqR+yji5V/ZSFt7i5nVlUruqUXBJGB5HOg4rVFjQFE2/xXKCinRT1rX6Xtrpg8TahdKzXGoLg+Z+10I1WEGjFPWnJ7KdE8MnAAAAP3Abpa7OcEXRgGSM9Gtpri5LgWoQctiBSRxp0YTIbmg2Vuaynss6ysqtOgS51PN2BIkbWH25LGs77Ssw/IHpYwpurE7oU6zwpOnJu+rE8bXfEp+veac4HPNYEQkAAABMDT0yZlQ1CrXfgLTPc2RazO2US7VUpGwK43VfstXwEcmafxZNKhIppaKplgSkW2OGU2m1unZQwW+Z75CcAQAAgOwkavAMajxr5p2tqhiDbA1iKpGEoThdifWHWeJSnbAMBjHVASlZc7j6ess239XteSNglHa9fXWf0bRK+W01hcYpA6k+QWWcv9Z6qhQOnT54Wgg7b8LsPHOrYcwT5AkzNNlOFw6vuYaKMQAAAGDy9EhWy2Qw0v0ZD7CtIJXmMn98srZM6rMuEVI9pI92tlTVCGju73hjrRakDopq4D6mlG0xUppRTICNMKWYGrfEvB8AAADgGju5pEppme9hDc+Z3O/1WmSMfCvqbx15JFVYpsTke6E7VGIkHKcFtW+BqYaySEd5emQTpSxXufP5NBeaBoaGsbGlJbmtJwIZIv5q4XcYjvueu2+Bf732c8z7gN5TGoAuwRUHAAAATDth2QyfD7wrfsuNFSmJp7lUrChe5ToD2PjHQInsqydrGFNnJQolvUe/yCia7VycWaKin3uuz9qGxd8n4cOmM6dCkgMAANBHTCm5K5ZSHnam7ltUTtSCdDkFzshVa9HKJazji9OQVw24C2SkX267pZErSbOupCKvUH/haJbYWKWQWSMOTyOD6vbRyGaBVemdIPvsOp4Bhr9aJHdJ2+cDlGJKGQO6BmPuBow7mDROZ7dE+nUJ5ncAAACW80WpO2/JPtk13yxSDKWivMJ8qqkiX2/526CKckIcpFc0qTuxUc96XRmx3yjWACnr+1VY729s7CvbL1L81HqDLOq3jSt3bpEb9Zj21jYEAAAA+koilximzVgaaFcHUSUNu5A97BMiJkFl2Yg15avRGUmJdAsU+YDHgFtQ3QbK8pd0xlIMXzapPvO9ilogxmN8RkznbjwOSnrP7JjYyF9R1s96jljJZ/vDKJE//dC2ItVnbfy4QPS4VMrC6OcK16p4X8G4A69mt16k+nRdPwAAgJmgzBAm9zEmTKpRZYX9xvsmCZfq15jLXaX7o3x6KU1rjHa2gp+jbcWu5qk1AXVhcmVozmU+jWemv7k64t/ihkQRkpb1jztisxfeIQAAADgnNf2V7FRb+mmyyF62EanvZTKc+UibQ3MGUWlMbIraf93Y6GRPo5GyqB7912zfUn3qbClqiwtM0sYQt1TOJEDEXy2sg1FnFMf9npKba9bw9Wp3DcYdAAAAAGAaCSceZV7F8BcYgtKsS01SfWYMecZUn/H/UpF/8f+Ep3eU2cXUBlVNlashTiEaFuTqSTqd6nzkZd44z2j2e2ZARd9EvYFmX/uXW1tdZrtXFQAAAFAf2wD5bBpIy9JbdaDKNarEMVknm6iRfqaWRCnIx/JCIqtUbV+RwTL5XZNcM5G/akoMmsbqIhxV+SvVx0mlwAzjGtuurDMDZvvA8FeTaTnBAAAAwDQBZRUAAIDZTwHaYm0mL+2CJsi1ZcKSFEAifZTOUzqnbBobAdP7KumUihRoiWKmoDHJrmnP8ZFO0aToeexddtk4F627085aQ9zfQWdrzBiSeAEAAAC9YNQXxXnWQUluVtM9NjQQZdcaDuvqPFiuYdksZwRVUnkmaT1lmvWSVJ/q50yqz2jt5dgKF49TWDIGkYRT3MNQa+RM5/ALJ57SNexFhqlJ67tg+KuJ3wknHatlfR56Z0AVDwCYDHjEAwAA8IoK6/plD9H+buOF3Ei017l5FzUgv95LXQVMxtSY/562CRZ6lEvVXPX3+qjmKE1nWS4vyz7WD3WwIiq9g/c5tf+erJUDAACgGKf2Po0jjs7ol9q/q/mrQB5Lqqy1vp1SgXbzeLswDMrN0glL/KD2vdx4lpWxsttVQ2CV86+KP1Heh2xmhDLjXlYSVDE4mhkFw0mFIU4WrPFXi1pBuDPE7N0IoAyccwCAL/g8vwMAALCjSIlUZwxLFC66oDJDCV3OYomxS1Uq5SICpYJGY6ZL0oPK48oMZwXbFYXaWPGUT7slm5rzwc98tBo32XbTGjnWHRhjNQ69DULVnWsAAAC+013igxIjXmZyLzL6FRoEGyAdj9QZ0jRbCoOZFGDqVGTKOJAY/TTymCrDaBc/NvYqv9Xi8KKSpcFQjln1EtK7BTJ7aW1ZPKRZA4a/aTSEzN51WA3f++8hOOV+jrvr+p3hbce7VExVAY4OAAAASjC6PmtSY3YGp6ZM16XT/3AqTPmnGsEqz7dZ6yN70avppeSfrCHZVqINKhizME4Vli3CZpR1fZVe6VkdW6HCSfQzZUrUV9QzxNi5bgQAAABgi5BZSuZ3WwFGRPrVnAV13lYFTZGyVnZtP1tTWiVzk8npKJG3pNEvKynFMpumFbYG0GTo492zpZX1Q45TtxjKDycpnyvV9kBMRKrPacR3naTv/XdCFHTtCpxyP8fddf3O8LbjnWa5qgBLZu5bAQAAYJpw57lSYK/K/Rp5lqfXsUt2C6rMfxU87tXQvCRxjljBplJKpUi5ll5VRn43eZzbZG1qLbOT2m9RYHqQWQEZCr9rx8JOPFYzmM0KAACAYyYaM6XOu5nPtsYssaZdhUlxLHOYHZYyPlLp+gJzJnC7rN9qf7OVKJF+Opk0CKI1/aQsVlMOkA5U2t/01aaq6yS7eVJxZkADCDuI+APTRz+dKmccv1e1BI7AvQ6cgKcdAACANgkL/rL71a8hk90qUsxo903vmLSkSqapVIXZ2Dl9rWPjaFGa0NwHQ91mpVvBIbkvcpyay5xl5zNWxvUgjRTEawAAAJ3NMc6muRLZokAMi9KYqzuWVVMgN6hyVUERJkmwyiCPZQo10k+VtTK1xG1PZzGoR1jyzUrKrVu9piDV3WpsZHQvc/UBRPyB6QM6WQD8APe6Ixq4fwEAAABAmVJLlA6p0DuN+3dmdjaSW+8urDXjC31RmRd2NlVUdq2Y1Loyym7BwBB6Nt4iouJEROKwSKdWKbhS7juKqxrE/RNVtyXyaNfYkW7uymfZg+RcAwAAAKBbTBFwmliolqLEyiLiZBRcI9WLGtkn05KL7/qUntGf7LNybIPuqunTdUsVyu2BRuQdBURD1ZfMph2J4dUsJQZJ8EqFJKaikbMZGwfDXw2i6xGKUTdg3F0RedXiDdUvcM79xPf7HNc9AACANqaTBp7GbFzLpotUijWqO5T0U6Z9hNErVmxZzfiiGyODB32+Fp3RL9oemd6idJdKqk/VcFhD2SaURyWRgM1zl0jDJjmnB00AAAAA+kecVtteFuN18dgbKEgcj0xyiKkU6WylikSpLJyZo6Q8krUv6uQyaxukds1pnaEz0BQar8nMNUvHLpELtF61bdlPrTQy2gaI5K2w2SjMpjmzY6T1GLgafbzuuAHXvBtcXu845z6CJyyuewAAAGUzpTpb6lycLY1+NdYFlGY9XSol2/SXiXd1bTQppqS3eWKBiw16ubVmwoJyKrQgk6Y09ju3SqFVq+u51Fg26zp2I1VBVgMAANA3Qldl6VJXJpa44rScTdDUmpPJsqJQ0dqAqSO1Vka1L6ba1RQQGRksEZhMLY6wjZMzHN4KZvFK7bd+p5T5NKxd0cwAw18tZv/C6DdQygJ/kIHqAEwKXHEAAABAlbSOyf+U323fF22MR9qjiiP/Ujtm7HOW5RfvkOlvaj2ZrHKpwE++ocIl7VVv3zfbVKgFBdi13d1iRwAAAMDEUCPeGpdVuZwCGaPDKbhYDtMb74qMf+o+OhLnKs7CYCw8juDTpiCXEX3qOn/todob1ebI31IOWzWI1mIsk7/k6EaRf4KC/ZMyZxik+qxFsipA2+cDlBIF7WLkJw/G3A0YdzBpnM5uonLXghfmdwAAmDVMioZZ8IJNFE8axUVYmD9FHhgteqesQKefCrPKFpPyxWTsilNJBTSwzSKV6sfYW36cVitphlKf2iSZZkr8LhcvbGf5HqWyMP/ZkKY1n86VV7cBAAAAZh/TW36tKTm73nDqt/KotqTWZF9OP25fvXEVPZ1vWKbWUBW0FLlEmOZComGZ/JVsZwNfVFaUTr2s5szv4phhpX6r8peshdssm6k/Jp/WNIg3SPlVfm/O2F5QnC8wjE/B7GtcYfirzexfHP0ERj93QBnubNgB8GV2C1y3AM85AACYNVLRb9nf4imntZmncMGT+H86JUPTxVBUT+v4f6nvGYVTkO27Yhcrngo1Rr1YaSa8x1NptTL7Jf2T+ynWRqv+KcY+3e9hNb2OaO5Y52YpcsvUpD0je5InDnQjAAAAHJJNKZ4V/rJCgqp3aEEFkF3XryyILKnSum5zbKE2zUNWDksEP8XKWFSv7IAyRImslOprtnX5eMZCLX4b6pdQ9yVywAri4CF9vX7ofmbBydEBPRT2J4rv/feV2X8g9hIMO/AMtzMMbjgAAJgl1Egx7e+tTzpFJiST0ahJ4qN8SYmOS1NqKzXl1uvLGP3U/XLGwFZbkm9ayXfd/mpLwml8D1ZSZ7lpHVtPIT8BAAAwUzQ/tTV3RWkbs4UXZSeoR1acGWdeUKo0OSm1PlcrJWblrtRu6kKDo5z1Li+fZmW6YvlS/qLK3eNUqPm9WxsDjhbUyZ5JPQH5DiL+ahJdzr5eQI773cP3LQAAAAAAAEB/kMqH0v3iyK9B26mm4sKzyhROxyQUEaYwNLFT/fetSRiAopRSRdZUy4FPNGZRGlDDjsYIv7LIP+nUHgVUhjSM61C91qPPkUd4qHp/ix94HR3NWjll10EL53EqCOBHDgAAviNmQJNIMMmGiMrG6S+t5m4lNbdc7y3MpOtW5Uk1ms9mvT6ZBlMyUESMURjSQEl5WTcALXK+GhUaQaM+aVsod6h2tsKo/Vw195El21E89OqYBCHLVlEbuQkDCuJUpnxstcwP1ZdjixYK892EAMPfVKab9NnoqKShAZMc9fhfjDwAoFsgmgEAAJg4raQa0nhXl+2vVcRYNCbrVZ5Zc0Xuk0+3FP1Pp2CSyhrrN92UV7VixEvaF+rX8I09yyMllKU6pmA3qYTLxiEmdSndYSWV6B8rqYLID5x/HwaR0Y8NgwNe7kYabFOe8wZLY2Gj8e4EAADAT8KuZ0xtJJ9ta3Rr3kmPIRYeKrZIcSQqbF7GL0gVjyoNQFF0nyxYIUp5Of4m/i9kRyXve9LvcqT719YopO0w+ndja0TbYfSd3YIGg8jItzAc0NyAV3iODJ9SRGzLN2p8psbGz7AnRr+A3APD31TSh0vHHX733iUYeQAAnjUAAACAnkxkX4G6Qf5WNwVRKpoxZWwztWa8LWtuS+mb6tqq1NxOyTa1FqXWpCJNZTb1a/ppGuls34SHvUxFNRr/NhyEQik1Lz4TDeM9k8jGXNSfa1WSHrytAQAAmFbKRQCTZFPmPJyN/tNEkzRcaznJHpA4ZBXLYeqWSrKg6oxUmntTkYKk01X8tUl+CI7wY4czYezbjgx+x7dGdOjEFp3cHontLFMtzQ9ocTiktUWipWFAc8OABqIdQasJEZKi1IwP8YagD8Y/x8IZDH/TiO/Og67vWi9BjKuPuH7UuK7fGd52XHG0c90OAAAAU002tdJE0aT3NFGY9lNXdBzdV/h7efNS1XF5QQOtRD7tp0V6LX3LYmvcsHAvU5LRlDFU3a5ERfJ1wZ7om6OQTmxu0xZ7po9CWpwb0PLcgFbnhzQIBsIQOOCatjfH51ONbmx/ccjGyGjO/qcG7XsjAQAA9BJDhF+gRHolG9V8nDmpIf6d5yT5e8XU1VHxkSGtJOl7LgV5M3QWxbgVsQOWSP2pVp4VEJKww1q1C8PeyVFIxzdHdOPhDdp39CRdd/AE/fcNh+jQiU3a2BzRrtV5Onf3Cp2xY5EuPGWFTl9dpNWFIQ3mAwo4s0KtvpvapDGdNjTkdsmkWwXD3zTSz2t3cvjefydU9EJpGZxyP8fddf3O8Lbjeue7yQPTIwAATCtNzDF1Mi21ioWSojR7aGY/GVfYyqIVcg2ZlLe5pgWhLqoxbH2QjYa+XLMjgx8rqg5tbIk/VlJds/8YHTmxRSe2tum0tUU6d/cynb9rmS4+ZZnm50Y0T9sUbJ/MtDmrOOuBAVCsneO5/AgAAKBXTHx2rOtwJGhvAs3KJtos8MqSdHL+HqcJLW+Ldo9c9+Vah+qPNbNMJBkTIlmKo/sOnNiiqw6coE/+11665spr6ZpvfYsOHT1Bm9ssc4U0PxzQaeddRGeccxYduPOZdJezd9AZ64s0P5wXmRXaNMpFcm0P5LGeAsNfbXyWrh33Hfezh+taAj/x+TnrEt/H3ee+AwDA9FM3GKvc7laQ6tGQbtO0uyDvnmz6Qfk1X1DWDJfuf5R2KqlSs6SN1bSnGLnGa99lK8um+pR1xg6EOq9zQ5+Mzch9z9enGh/5H7H2zHZIRza36fqDJ2jvoRN01d7D9O1r99Lh4xt0YnNEZ56yTofOOYVG4R46b+cirQ5YvcWGv81xwqjBIBOxFk6l6AIpBwAAQFvEgW/5bdMgAJYKfsVCUt7RSL89K9+p31Q7oPq5pOHJp1R0n/p7VmRNLSSoWBst1vSTbWOD3uY20aGNbbrx0AZ9/doD9MUrrqbrvvs9uulb36Jweyt13KFjAzp4dJt2nbpKZ+9cpLXFOdq9NEdhGIwNoK1QnAnDd2D4q43PIrPjvvs69M7trb4bA8DkwfXmJ67FMzzrAAAAmKYIVaujSyNlSvOpel5LC1w7co60v2XtcKygMR4jU2sHUWLNpDsGN3J9n5R+K+v7RYbB9G5iXZmMco2VVeL9ImlMeT/L+pNt2WhEtLE9oqOb23TNgRN0+ff207evvpWu+PI1dPM3/4O2N46Jilf2nEVX3+37aN+9vo/ucfYO2jHYJgq2ibZORsY+8deLtATNmZFuAAAAcIsp8t4pcgHf7GfxXclBUBZxZpEOU+1/yhEpKyZScVGRe1T8K8sztpO0zMKgpDUV6deN6RC4nhGFnGtTwGsZBxQG5WnWucjtEYlov+/ddoy+cuVt9P6Pf5eu+fzHafPY4Vw/ONvC4Ru+QycP30z/dcapdIfT1+iUtUUahYtJynbeh2XD5jKJxlwap24NeqBdcs3UGf4+97nP0eWXX05zc3P0gAc8gO5xj3vk9rntttvofe97H+3du5fucpe70OMe97hG6xZkid5LoBh0g8fj7mm3gUs8vt+8JvC8/tmnD7IUAAB4QVkkYPxeGXk+V3/G6tb7M0UGJs0JFAVTGxStn2Mycra49ko6yFCJ9ovX8uN0VPuObNDnrrqVPv/Zb9B1V99At157FW2fPJEcdeLgzbR/7+l0/Q2H6PjmNm0vRDqw6NyMertODHAHZCkAAKjupJMlO70mUW/xh+ZL4mUNcjLarWU5RNvxqLbxT/ECSmxs438rV684keUGM+OklTV6NnA4415wis8T2yPaf2yTPve9W+mLX7+SrvviJ2jrxNFxFanqxgbAkye2aHub5alwglpLabkJ9f1u0QGv71RbvdIho9GIHvjAB9Iv/dIv0bXXXktXXHGF+P6///f/Tu139dVXCwXVu971Ltq/fz+94AUvoMc//vHi+LaILg0/LpD+AXu927EHk8elfwrOuY/47hE1y9d9n2QpAACY+fnLqJzJ/F61PCWizWDeK/TAN2WFqs842lFbQVYjptGQ6SMK6zUliYCM1/U7trlNB45v0nW3HKV9N+6jg3tvos3jh1NKsdHWJm1tbdHmVrxN6IO4VcE42i/aSNPCdLV2eoAsBQAA1VHllnSeBPto/uQIKwOSzjAWLWKUmh+T3eJWFWVLKGuvKgJJeUR7fFjQP9su6WStCuVoDIdF+4u1krdDOnxym2669Rjtu+UQbRw+QGFKP5CXOtgAuLA4R4vzA7Hu3yA25srM793LKUHhT/KqmGWmJuKPL5bXvva1dP/73z/Z9tjHPpZ+7Md+jH76p3+a7nSnO4ltrLw677zz6OMf/7jwZH/+859Pl156Kf3N3/wNPeUpT3HYA9Aes31T9hWMOkYeAB9Ut71THLcIZCkAwCyjplXqB5n0nirC0zy09sPNFWOhLDL9HnQRBRhb2sRaM9oUU1F6KWHii9Mv5VqbrAHYHJHmk0KR5vPwxhbtP3qSrtt3hA7su0FE9+kYzg2EcipSTMWRAENWlwyi9f0GHAIoU3H16kIzgve3DsYUeikAAGglJaiU2yoF3tkIexkHo7FzkS7pppRbBvmF93TFFjVL6WuczNy4X0E1EyBrNCwMWxSI9f1GIR3c2KQD+4/TkQMya0Ixc3ND2nXaKu1cXaC1hSENg4CGbPATRr+g3eAsLjRx6rIc4WD2JaXBNAlYqtGPuc997pN4pjPspfehD32Inv70pwujH3PRRRfRgx70IPrbv/1bmh2m40WjG/QPTwAAAO3Qmtd9gxb43f/ugCwFAADFVPa+Vp+x4Wi8vp1YY2Wyo50omizqrZ1uSRr2RP94bZiRgzk+6mOZAo5/Z0UVe6nzX5R2SjXcjQtY2n0GXXi7M+k+l5xK6wtDmhsOiQZzFM4tUzi/SDScjwx/PTCl1fFNFwo2D5RbkwCyFAAA2FM2XzM8R1cWS6QcIpysTOvaFUXFyUrDemJQLoWoPohuvH+t6iZP0lhlU6Z/84tDml+cK+3QqXe4C13ygw+iR931TLr4tFXaszxP88NAzKPtSyShKvDE22R4YVltcXaHlhHRjT0QvaYm4k/Hu9/9blpcXKR73ete4vs111xDx48fp4svvji13x3ucAf6zGc+YyxnY2ND/EkOHTpE/aYHV44zunhAADvc+aN4Td8FAzCD+Hyf+/ec81eWAgCAFmYCqfSwzpiUKb3GIjY5NYtafYGOS1U+6Hzeq7XAUIlpnwY1NclMOuAUU8OAVheHdNquZbrl3PMomFukE4cOUri9TcPFJVpc20EXXHgOXXrR2XSH09doaS6g4YAjE8M44k+NGuhHaCkWv+gXkKUAAMARKUEhm0ZclzFhnF1AXUuwTrWm7AtVw1USMcqqHQVW0iLrYtJvm0ryx7NZbDggWp0f0hmnrNC+03fRzaedR8dvu4nC7a1kv2AwpOH8Au253e3okjtdSHe48Gy6/SkrtHNpnhbnxqk+20cx9k2IwLk0OGMRf1lY+fSyl72MXvWqV9Hpp58uth09Gi0quWPHjtS+O3fuTH7T8ZrXvEbsI/84VSgoAmnY/MQvZXhvwLADgBuuIyBLAQDAJN+LMsoaU+6rijWWGcayntrj3+yiA8sboyqZ1P7plFNqI2xCE8272UQ3ckqp5fkh7Vqep/PPWKPz7ngJnXXHO9OO086h9VPPoFPOuYDOufRudO8fuhvd/fvOpzuexoa/AQ2EZmoQGf4Gc0RBFO0XrfnXExfuqWM2xwyyFAAA9AG9zJFk80nJXxqZJVuWXY21fkvtp64FaHNQqbNViWGw5uzNjlTzg4Ew4N3uzHW6/fmn06kXXEJLq2s0t7Ag/uYXF2hpdZXWT9lDF9/73nSfe15M97vTGXT+zmXasTikxeFAyGVtk4+97J5gipYGnMqIvy9+8Yv0mMc8hp773OfSi1/84mT72tqa+PfgwYOp/Q8cOJD8puOlL30pvehFL0p5qZcZ/yIL/pSc5VlLwzYNJvUOEA4azoaer3iH593n283T6x24xOENx3LqRBZ5Bn2QpQAAoA1q2s8mRzYdJn9vSWNQqHTKeKJLpZLpfUKkxhRzsLLen02Ormwhhb9JN3tOy8W18Ep8bFRrl0hJRcKId8ryvPh3YTgQqaYOHT+bDhy9Ay3OD2jH0gKdtr5EF5+6Sqcsz9GupTla5Ig/UQqv7TdHwWhbs15jbBicirxdTYiFsqY32IwaSiFLAQDAmFCTwtO9zFVgBNPNTWKzXKGvfO6SacXjQ8eylzEaUKpb8msrRxKFvS5GpFs3pTmVJYp+DtJrLov+VZuXOdqPMyKcujxP973dbrpgzwrd8fxT6L9vuJAOHd+kE5sjOmV1gc7cuURn716hC09dp9PXFmjH0pyIEuQUn3Jtv1ZTYIqCIkewZK2/uvqsYGpj42bL8PelL32JHv7wh9Mzn/lMev3rX5/67fzzz6eVlRX61re+RY961KOS7fz90ksvNZbJKa74b3oSTvpsBfFXKez6fSnylHHUCB9PuMTnvgP/LrpY4Qj8kKUAAGDSNEtxaVOBdc7Pluqr9VPBEQUjU2TkEgoXxYM+61mfTS9VN7WWpR1SeqcPByEtzw1E6k5eU4YVUBtbI9rYHImUU0vzA1pfnKNTV+ZpZX5Ai8OABmrq1TDzMmZtALN4YXX9cjfxZFbT0l87IEsBAKab2DJVcy4K+x7sUMlhJZvCvPqUNa5ubATUNUOIEh30N5LBDJF/ldJ8mtcJlsa/PSvzIo06Z1Q4fX2RNja3aXM7FGnVdyzN066Vedq9PC8Mfux0NTdg2WoSdhR54ng08obVSVFUq4sWTZU588tf/rJQVD3jGc+gN77xjbnfh8MhPf7xj6d3vetdtLm5KbZ985vfpE996lP0pCc9iWaH2RKaq+J3712CkQcA4Fkz7UCWAgCApgqrkjRLNaKjxqmomjWjTvyZ/TEG9/XkN006LW1arQkYR2Nvck4pxUonNurtWZ6nc3Ys0QW7l+mOp63SHU5dpdvvXqGz1xdFCio2EM4LA6Euh1P83fZ1yErBhneraQWyFABgOkmSfyvOPPXn4DazLbQqCXBUmz7pea7PYj/rPJs1mqKtdfxrUbLRSi3K2f1yOR8aEBnuOFKPI/fWed3k1QW6/e5luvs5O+ne5++mH7z9brrHObvo+05fo9vtXBbZFlj2YgNhqxF+xhamrbV5o1/QbQOytQX9kfqmJuKP1+h7xCMeQXNzcyLV1Mtf/vLktx//8R+ne93rXuLzb//2b9MDH/hAuv/970/3vve96YMf/CD9j//xP+iJT3zi7MTbOW6A8/4DBzQIl24FXHUYdTC5u82dd5R7ZvtZ0ydZCgAAJknY5hM/q+nKKZiUGgpTTFFaSRFy2svYL7ekYeN0UOlUU6k0UyXHy7SfccapyoMRiIoyKbUsj+MMLqnGdzT9yuX4hhTQghjaKPKPlVCD2DDInuhzvJwfbx8kJr74w4BCkY4rm+qz30yVd/eUAVkKADC1mBxzGkSD9To7g3ZdP00Uf/LZ6fpKKaJko/1oi4DlJorkJW4VO0pxloT1hWEse47HUqZbTw6dcNY+rT4raL8F0k9MlbvVfveFqTH8DQYDeuELX6j9jSP9JLyezNe+9jX6wAc+QHv37qV3vvOdIlUVC/htMX6x8zPtodOUj17j1vDmdtLB9YZR9wjHj9jA6+677r0/shQAAEyKIntNP95q7NJtSaOebnvhcYpeS35v/DhX0372bIHFnI+3UDhFKiCpfBooxj+ZwqrRhVApDWg76LKR1irH/Q0wVUCWAgDMHFlBoaXictszM9Z4TbbZQl3nb1aQTlFShhKd4ywJ7MzF/VWunclYTGIBLnZAU019/CmcpIAT9PsqnhrD3/LycsozvYj19XWRDrT/ee5BLbwdereGtz4/yMCs0g913MTxsMsqnnffI1kKAAD6gXNpw9oSp38JKorwywUnxv8276/qRW9an9eds2w6SWfW6Kf+pd9xgk7McJp0U0F3Gok6a8tA9rIHshQAYDqxyQXQ3mygS2uZW0pPTIct1Wtch9iUfaF96S/VAoNsltTqXPisjipLCXkq3hpFJxqMnarI01D8EcY9GZ2qOafRkJYMbNBM0qsqd5UVOIlLYGoMf/1jyu7Q2Qo59BPnKV6ncGYCUw6uNz9x7d2BZx0AAMwCTmeTbArMRCE1gYVO1CqLIv8oSg/KKS47qD3dgJ6ElcnovvS/qid7g3bm1gWMUoUadq5ZRaRgM13cmhYk0fpSYdesBTUwjgEAAIDJUJB6fEL1m2xvFgkPrOsQqdezBsAKKddbakLxLo4TCDZFSVAvjGzREMZ54/k8Z4xZqmylyiHCKSuoK1OM8oMprHJSj2PQ5wQ6Kali9S2+XzRvjR2QwqZWMelxz503wFd7q1OrI/Bx2J03wNd+O37Y+N5/AAAA1pj8uydOkofTsH5Ole3iN7u187rouymlqN3B1df8m3mkdVFEN/DiOGk5Q6jNaqYaVVNvTUqBBAAAYEaNfmIOD6dQFgvz/a0lyNj1RO4VZVzIJjCdfUNuHXljIuv8CecoRa6qWQb1xFmtLWD4q81sXQjT1PPUYvBgkiPvbrQ9PucuBSjnw+68AY7wtd8S3/sPAABgCoQljdLFmHMzo5DKHtOsFe3TC0tqOVaO+q0rb7IRfRWOK9y3WeopGP0AAAD0c07vrgHSzNOqEczaSGrfs8g46PxEVKDcStda6nBDVbXFt5xAFOQLK438S/827XZAGP7A1DHl99wUg5HHqAMfmCaRtAt87z8AAPhI5We/diET91FxRev9zQJpR+ySfCTZdFOtvMokia2USixUKiILFlQvAAAA/KJRFgGnhbdDOG2CWYOItzpZ4pJUobrtNVuROjrIlKYuVFi9tEatcgXW+KuB1YKRAMwc7q55r++2ngsyYPaueKf3mrjc3d7t3j5rAABghnAnPame5+0re8wZRdO+5BAfJ5BeSlnTRvuba4lC9LulNiQLQ1a4oKfdRR4AAEBl6ti52DgWTalBtPReK/O2Io/pBKeW158dxWk/C5sTcA/zPUuWprOmonFOlUlEOsz25mdRdNz+rIhgkoTk2sNgMsDtrAYw+gE/8dQQ4RpMih4S+J3W173lEQAAALCcNoSaqmBKCZ3ONzK9VKSMaqnO1pte10Ncs71Ebm7FEJbIKqpmMhMFWKkwu92CKilOWxenmuTcAgAA4IbJr743sdqK1kmuWIZRjmubSZ6KlDw0Nvrp95X/C1pR0aRTkAdWKs3a0kKRo1XG4EnKftFZn4yM4loSguFvKk+ba/qzbCsAAIC28XmO87nvAAAAqlJbWSRc4idl/GtP9Zesp9MmlV37g+JDCsoyHVdNqaXZu0C5VERomVJLZqaS3yCtAAAAKJ9kwpnVurZmrKsoj01P5s6MfFEmmxTIIpWCC5X/bGUhW4cm49FWAmGg+bl7aaoP8hpSfdYk8prswyl0geM0bNPxlG0dGfLuqPaJeUMYqnd92bnD0+sduMThDSdSYPh7uwMAAABVEfF8fZUXG6a8TN59Cvqnvh+J96VCJVB8TBeSjq6vLacSs29KUGA4nEgDPH55AwCAKUbmnQxaWt8OOKT+en1toy6tF3TVzw7X0FaR2U2nBUT81aQft44rHF/inlr+Aqf9duxZ6vMN53Pf/bzV/b7oYPQDAADgmqnx5q5PXV1cWKZESn6T+2nWsqmohGoilagRfo0j/YzhgmVWxriW1NgMGirj7FJnmY/u+kifX2AAAAD0RpJqIyVox7Rhm4syCFSqtVmFGnEw148CkdG6ucZwQEMD1D9dpVShkQ0pKnWS9lgY/moDYdYZHA7iJb72G/hr5HdbPQAAAAD8pFIqp97qk/QN69YBvySt0gQX81Vrij5nouAq6chM7a6Q0lPdv5UQvHreUsEMRA4AAAAoov/GrsnRo3FoP9VAvQpyhrF6DZMJPdUSUtlFLZphV1FWBpPyj67/6p+uUWXWyskwybwISPU5jVkHHTeAPT0R/eUjLi8853edlzi/14HDxL6+nnk8awAAYNqZvIpHsz7MhNINmQnJdQv6wsTTXIpKDSodyzX9rKsRyq8o1WtUrGP5DSk+AQCgHyDNZr8Qtqp252h2KgpkSnGWO8UcPIjlUgspMBhQKI5vlgdgwFk2RRtibYpFIgStyc5WPgqUCm32JV91WxEw/DVaRNTRxeNanodi1EvDm9M1/lxf9J6CUffT9hR43X3XvQcAADCb84+qnAhme10/HUnqJandiVJdVkn7qY+34zfTaCBs7F7NjYBRH0IaUMCm1bK1kFow8nEJxaeaFX/mq7dy9q/SBvEAaFqEaEAAAAATk4RMlVgKR4mhzIP3fyXleGToK9rP/JP4VToaWWbGkCWycTAqJ5t9oYKxj2U+sZazewE4iP81tSSYRsPf85///EoFv+Utb6HZpVz8nm36dAn7BMbdRxB/5CGB3w1w3v0OgSwFAADTmsiq4cJ/HWi7wml5NdYp1hIrXTZJVHlVqSOigLfKbrm1bVSKl7nIjyD6bpbWx46TQcdDXaCsa6XmTIlJv7utSQdkKQAA6CfhpMQhnXHPNgJsSswHRpNkrfKy6y4XjXzxWVEdrsqal03/aYz0K2t+kfxhckZSK7YS/NrMxtAvrA1/b33rW+nxj3+81b6XXXbZjBv++ngqAegSfxP/uQbjDsDsAFkKAABaNPpNUr/TQmV9cR1tOdtk5EEeRqogi53NBjLLRgU5Y19AgzjdZWih84mUTEG1/vE/dU9em6k9K3jZd4u79f4gSwEAwJSvjawxDlU7UldTSEEPUyEI6SgjQNjIYer6eWk4Y4LFYBdF9jUgK4Nlf8uegu5FBZMzUvxbylNMfMtHPTaI/AxmLdXnBz/4Qav9rEM1pxp/43Cc97x/z3Iw8xednzgfducNcISv/Zb0UGBvE8hSAADg67w2yQk+oEHskx12YRjkdWHEvgXWtvHCc5NBUUaptZoMfTapQe3qtdB0OUgnZpX6tO00oBMCshQAAPQDvYzhOB25g3WWixxzVBmkM7GIjVnh9riSohOQFfSSPOhq48rX/lOX2pPObaaoPu3x1IHxr+fpWwMHTbM2Ab/3ve+lLvadVtyud+YW5z133gBfcThze33OQ3+H3XkDHOFrvyUz7DwEWQoAAHrgkT7hiCmpgmj7/bG8tEnMpxkTm9baNP4edi0uZC1+JcckRsE6QyUUXhXTZSUKqcnIOpNLbDU5IEsBAIBbypyKwtrHTIEDcFC02a1kNs6eoDHsyX+T7XK/6HNOnrEWVeK052V7KfJha1JQquJsOlPSRvv1QQoK+mr4e9KTnkRd7DutTKOQ3B5T8DAGHeD3Ve8Kn50MgCt8f8Z313/IUgAA4A6pdOpsGRj2MDd4WEcrwrWHSAHVJxGR02GKBkn1AitZBpbWN05bVbNafVMKFXPaYLy6tcfGP04bJVJHyT9j4tNYMeXo5PXpkqkLZCkAAOhBqvUKcpTV7rFjVt/p0nXHlKHAvgDVgKfKGtHnMBPFl8htDWQSW4On7FkSEajzG6tUse5MGDzCgirbZ49aSV/DMKTvfe97ue28jX+bdabGE6Ez/Lg5QBZ317zXd5sHz1SQJfT3GV8nJ9mU9t93WQoAAFxE+rkgSj3pztDDL/yRqsfR/B5reiLDmFTUsKEsq3SRxsKKxQuFUb53Sd+DyEg6CJqlxUy1TTFqRj0yGHYLlEppQ6E9VmsDeaLPgiwFAACgFibnpOoFGZ2QiuSOaJ8GklkiQ5RM+B1kGtA5USXbNX99IYwdteowmGK5qlaP3/CGN4hFlbO85S1voTe96U0068TLe7tuBgATxt017/XdNq2zC2hA4Hda38CPvvsuSwEAQBf00W1iHPvVVevK0k3qJ1eT4qawLF2uzFxaJcV1O/ldd5yhubrNFlF6ekWT3hdd9710KJJ0UWljZZhK+Rm7CKuDa7XeTDXhx1RiHxVtXQJZCgAApjR0btp1aDKAX1N10fxsKCrzwbRjvvAoai+T4jNVoMxOYNsam6xjcfSe0qQy22OZpGq7b659RQf0TJcaBFNk+GOF1Atf+MLcdt725je/mWYfPls+P0h97jsAPoF73U/6JSDNat8hSwEAgC9SS9Bp+vbqBjz12AoHmirJGbbU722YodTIOrllnDJK3S/7n7E8rZ7IIn2qPqxPSVogzbzZ8Sgrt3icTNEEpu2+AFkKAAAy+G70E3QbnmVystGlsUzJLoF+m32UfsqrSlN5VHK01t/4p0j+lBY6C2OZ5dilizNHPup+UY/VHVNcsdLHxOCZLTj+EvRLKHLRmrk6B+3bt4+WlpZy23nb9ddfT7MOHqMubxxEW/o59p6ed+cPG9dj7ul59x1PXlZ8l6UAAMA3Juk6ynqOVqZTqVApKyteJyakUWT64pC3ROmiGj3rKWEi3Q6rjkIKuHhZZRilX0rWb8y0U/VEH5eh/lbSFk4JZbOYkU3uzTpRfQHRKDRfPzae8fLYWQSyFAAAANUY1LelcnSJEqzkj4ZkjX9jI1lmLeZcytBiJyQhX0YV5H+PBTN5CvIyV8ZQ2NYQiEZxYSOjnBnWTPE5C9Tq+T3veU/6wz/8w9z2t7/97XSPe9yDZp02/BanG5cPUp+jLV332+VV7+kd5/vDRkzewDt65pXVFb7LUgBMmsQwgKEH8pqY8MXQdXUFfuDR9lYcn6WiyOTvrmuRrgGaKMEW5n/Vc74w7ZRabdPKimrR5ih1L+fMyhqAkKUAqAJ7TYzSf5CKwExRdXKrFG7XX3KyRmb9QlX2iC1vUYrQXEHNmyIMevGfrlQb2axwh6ICbGWsICOPWreg1bSwvY74e+UrX0mPfOQj6fLLL6cHPehBYlHlT37yk/TRj36UPvKRj5AfTPmDYZrx1hjga7+BtxF3uOTBDANZCvhH6Oxhr0YCTfu7PWj3agwmLFF1Z/yLSreJ9AtKlSklWplwrMWIvOtteqYqY2KFk1pnG0Y/XUScrhX5Zfqq1yQqC4trziqolAjIPtCTZjQCshQANoQ9mxEB6AnxvNxFKvYuZb5Ipgz0NUlBMCvXmeS8oP1O5oqsYIsLKslf2TosOxME5Z9bPLGuXb5qRfw99KEPFYa++fl5eutb30pve9vbaGFhQWz74R/+4fZbCXqGY4HAW3nEpY+6Y/94T93zPe22gq8jEHpdf+i8/5MBshTwz8vc8NchnCJvlKmGPyfbO60d9IU+nGu58ptrximWxvoN6RfO3zM+4paFplUaYp27QPnLep2rXtY1PO3VtqeaYNgvpdNp7VUy04fcz6p3/UAzPho1jGhs+6moZvnVGbIUAGWUyFyp37qbp7hkKXv1YU4GHpGNfuuqGo2nUW5TRgjhVOU6I1mhJKCm5RSfOTZGSduZMu6lna7SckY1mUNNzRnJV+O1lnVymeyvbl1DTZerpz4VMmZ5+0OTzFUD1wa8iUb8Mfe73/3osssua7c1AFjhq5gQ+KuumMan60x0O/C8flf42u++9H5yka6QpYAflBj4ONVUy+nvbGUW+LiDSSAUMsL5up35RTgbW3gcTzS6NbmHB/l7Xv7Wwn2u9l0oieIF/9Q1/3THRM1Ia9iEEktpYlC2fmHI6xeyYk3zTJvQ2jFVHc3dy1TdA1kKABMVHaxyUULNUGvONqMsOhuAYhqGqZkn/EbzeXT7jNcZFMsdZ8WFjBEt2tY07C67SZHFxM/pPkWGQiULQ1suUWXFZNZbTqTCjh4AUb+CdAMmTB8yzTSSUI8cOUJf+9rXyE98NT71gR7cOd6B6x0jD/zB9TPWr/r9lqWAFyvqhZOVNWQpVrou6ejeSs3Ae0re7ttQrGQVJK5nzDSayD7V1buN1iprxuTqzFSbzd5km3rKeBqzhVilhGq5/xXo17XRLZClwDSuN5z9a72mOlkVWor8U2UxbTMyQYiQw/pGn1fFrrEmX8720+4MmctCkBXU1CQAhurru0ZpUqerXk2JtU2tWCMgGcbUtk1F+xnNb2rTukAn/AXNHdCaXH5TY/g7dOgQPeUpT6EdO3bQXe9612T7k570JPr85z9PfuD61Lmjr49/0CX+Xu+uwcgD//BjloEsBWaeKqmjWkz7WacoGP/ARJRRdbQF5TU6xOQZr2q5DCodmaqqSm1lQ2vYXmX/omO0exY2Sq1Fs3hNjTEAaSBLgWlDrjms/Wu1ogaltWD8qyKLQQbrKR2nf50sulSYLZUspvZ2HLvUTARVj07SfaYMgPn06vq0l8XmtzJbaVHWhNai+gznjvsj/hTzVpvpPSckzndKrZF4yUteQjfffDN9+ctfTm3/mZ/5GfrN3/xNmn1m5eE33WtUgMmC8+4juNf9xPV5nyIpqgGQpQAwpP2s+Qxqqp5oVb3B/Sj7A37RcjrbsqoCK0VFOtVUQYkphcq4kujgMLfeTNb1nb/HCrdYQZO0KPme9j4PSxQs4oh4HZyBEgWoMzdKpZzOqT1uWYNzYzB+Gs63iPpsw9vcYh/jb0VZzqYMyFJgWkhkjKLM5z14CwPAFTWW/HVOKrjOIF9k/9QZuLEBSRvRxv/LyiUGRyONvCYMiEVVauQveYSuv1n5jI9pjE7GEln1pQHQIAUHmbjDji+4vshbtdb447X9Pv3pT9MFF1yQ2v6DP/iD9OQnP5lmH99NIH24dAHwBZdPG9zrfoLzPgkgS4HZpaHbulisq95aaI2CBrnZjV/QqjQAKwyCdkjWtov/za53FxoUUpWudcVdm41Xkaona56L792kAVSxQrnOjMXOcnk/pe/iY3YtnVbczHWVZyrLKY/Shkzzfl20zx8gS4FpwDoFuXymNXoqtKk7qC6LNRb/GhwPZoHpuQJYDgqVKz4liiX/Mx2bNv8FlWSP2EAXSlksIwSmBCSlQrXmxMpafbwDzVuM+GxRlNrT5i5QBYs6aw8JDOU0aEVgkjvbKN2x4W///v106qmnjhfJjjl27Fjq+yzjRy9NYEr2E7+veldEyhUAJnvV+X2/T6b/kKXAzNI4ZWcrFjh3VMlt5cl7E+iWxLaVWMHGtjdxmemMfnWuvSRyz2DcVxRS5WVlvM91C/NVaVrimJtWwnUiRY8HXKmuUNtU8LNFnwv0WxrTq1dAlgIzJxrJx0oTMaiN1OmijHqNqFV9G/0GQDe/mrJsNEwFqTpYKTXmHZM0x6lymZV/kjTSJcKd7Jv6e6w7lDegxiEpSgeaNvol2xpi6G7yW647U05g6G8fu1brSr/nPe9JH/rQh8Rn9aXhda97Hd33vvel2cdtvJ/f0YYYAOAXbicOPOv8pI/iyuz1H7IUcPFEHxX8NX/ih85SWMo1c9ooqJ2xAH1iYMiExNs7o2wdmRqKFpmusopRy6aaaJ86gzFO7xmlhsqsL5PaL16DJVljJ9petgaLyWip1qCOCaeQkn+yT+m0VJn0VBW7Ha0jIw8qWaMvSX2q6VUFhaNMa6qtwjaYckaBLAWmQe6qI5/4mvYT6/35maLcGaqQlBjFYmOYoe862cGQeVK/X1GZJcOdS7uu2ydexy//pyncVGlNo6hO1pbbhOyWkefG8o2FoKrbZiXEBfn+ZI+tafyU7xLqXx+pFfH36le/mh73uMeJdJ9hGIrvH/nIR+hzn/scffzjH6fZx+3ZdH8tOW6B+wEAwBN8f9b5CeL9JgNkKdDHtWX642ltSBdo3rvVqusNAre5YktkOFZPRh3U9WVWwuusKXXvtiui4iWXMphpvtsXJCPekjC/yAE9GYOWrmmDR716m6oJrnSH559rqpt9enO1MYijLMW/hlxPSoFjg6EjZJQBzQ6QpUBfCZsKKLVkEVs5xFbGqvY876ehMhOhDpnLknZnC3W+zm5rlhkrLJfJSvIxRmvvZltU5NRjutjHP6TkE4NBUGsYLBuXbN1qJKD8XvjCp7gLlVovdZJTOr2pPC5KBJHuuz1lbmy6q8fmt6LWBBX2nX5qmXEf+tCH0sc+9jG68cYb6bzzzqM/+IM/oN27d9OnPvUp+qEf+iHyg35Oa5PB574D4BO4131kdkWefvUfshSYeDRc2KWndRfzxTT5u9cw+iWHTlM/20D2d8r6XOQN3IVXvK3ncYH3eOk21dG9oCwd47X4dBUpqaRaSiGlryf9uXT5ljKHcot9jAcpurTxtqxi0b1D3azJeJClQJ9pJRNBFxVWkTsqdELIkL2a2qVQq8gd3slc/UFnVmo0JxlkL55v03OuJrpLG5vWjFTfiuyGqai3vNErqCOLqek7jcdn5bJ2xqCq7FQoStdqgIU86jm1Iv6YH/iBH6D3v//95COYJlzeOL7HopCnY+/peXf+sHE95p6ed9/p1xtjp/gsS4H+psCstayLTSUdrbFRWq1he3uzSwuaLm8i/zJj5fvLeAsGw7zzd7QluaQ0VcqUobVr5ns23M57msepMKOov3jFPfX+lmlAU0ZBZXtJTznJZjYVrxxBWaM2G5TiXW8svbR62VfNc0wcOyhOzeX5pd4lkKXArCKdsRqnjzPJX+r2jmUxJ5hkM29kLncIc1YQySLp7e2OOqevFHVlo+By574dAxDfiyPFSZLvmlEmuFANqOWvvH/cAqODUj74zkZoiWUxmwKLtsu05BZIGVIVMsdrSQc0yox7NjW70pJ6MXcmWcyHtLQNqPV037dvH73lLW9Jvv/hH/4hXXzxxfSoRz1KRAHOOrH/AHA0+j2whniKy6ve0ztOzF8+X++ennfv8eO8+y5Lge7phU+zdP8uMow18L4uSmFaVmpZjc7HbuboXShA95g8jVs2eKYCzZqWU6cQrfe47nu2NuVf28qDjDIp5Tmv3z3thT82eiZ/ZSkwNX2rrw1QlXmTy608qzZ2yFKg0ZrE2r/m0lMv5K+q826D+bnt/rZyBsrWnO5feCKojRrt1kLoWQuUSUPSUFYke1i1TrdWnUkaSsSu8VhFzlnj/cU6gBVkMdLKWMqf4bBUUyZOQL5Ry/D34he/mPbs2SM+s3LqhS98IT3rWc+ihYUFetGLXkR+4N/F0h8w9sAjxNopAEz0onM73I4v+Vze+o6ALAX6kt6z41bYmeAK21ncCZ3exrbbpv2gC+oAb/VrqhLGYKIr0hAZStRuUAxKtTyprfZSDHWpbWNlESuO5F/yu3HNu6CSMS1lsJP9zBSf/SvUgVlFfWQMdFUtpGmtmGq9rCb0NJSPZvGNArIUqI6t208DQ5gT+cskDFWRiBr2uS2kz1jtgyvs669wMmOY0lcWM17fL1NW9dqTTzrjls4+ZyN+6EWNIgnP4FCUGpvY6GeURSv2X7UpFjijJfJadsNECWbXE6rtVJ//9E//RG9605uSzw972MPoZS97Gd1www1097vfnWYf/y4U0Ac8TrXpacZHU8qiCbfA4/pd4Wu/x4Y3l70vW166LSBLgT6l98yVkUlTU6sVlRoR759NNVMr72g1/H7i+oOUp8Rl1uIlJbylw2hFmbimOM2UmkItTkNVaIXKqk3MyD0K09iyUieXY0s/ww0M282DKI4SiTfz+rKB+Z7mz6pXfgeRj1W2t3/uM79XUTCVpNmS57wkhsU7IEuBylilJu9O9iiqvX51LUWvpfIV9r3Ppspq5Ld3YoCYPbKpLWuV0fblp037mfk92wJLITEqmuWnqHxxGN+KivyVldWKiq0ki4ngAJlSXR7HMglLCUXZJgpqsEq7Xo+sc1bzAiP5q5LhPjDIWbOY5rgNw9/JkydpY2NDfP7oRz9KD3/4w8Xn1dVV8RvoGGgo/IQf7s7kEdMrLeh21H1vgev6fe232/onZXjToyhuOwayFJgNWk6VxC+sDV/AwomK1i32vyOFGyjwNs7Q6cgXntegwPO8ejXjSyldWMr7vMCwb20YDZIVbsbbkvshGyVnKFE0RL3n9ZVrDZ3qWjOGJBkpz/uStFp2yKPH/TQ/AbT+7hOnTUN334AsBbqbqw0OScVHtPJ70MbbSe2wQ02/hWxW7+lp0+dZfT7NuiwlA0qLHJGcISLa2BAXe3ul1pdO/jfeoK47rO7XgkyekwQyBr5ad5ZmjeXxdo0BPBNuGGVkiNf2q+mIlZKGYqNn8r1Cn7LDjNeg9qn1Zv3ABz6Qnvvc54qovw984AP0Yz/2Y2L7Zz/7Wbrf/e7XdhtBFs9nxt5NKpPC5/Puc9+d4u3d5jV+n/XW/NBKgSwFZvf+rZ2faXz8tNB6TtAp6vuUYq2I6HoqyFRQKTpMFqE4y6izVzZ2UDezBY3slLalmaMY87H90h08MCuFMh2s1grF6NfEEJZtX2JB1f1ldmxDgVhFTLEPXJhaIEsBKxrLJPYFdJEqvHqZRW1W1l7uOK9507Tr1WtrUhLkr36+MTdvZV6+ykhGgalXFr20F2WS7dkaGggkiVAwlqnKnczGn80yWoUWpGSrlHxlGuZMa7TBibVaA1o1/L31rW+lzc1N+qM/+iN6wxveQBdddJHY/vu///v0q7/6q3WKBFOE6ykRDwEAcLeBWX7Gup5lJgNkKdAFtnocm5X3kvLqNMLRfezH0wN0roiSEXGdD3X9GtSoPZGcycLAU+jUXXS8qGhgoViS3uPZP0UTxuUkHubx75aINf2U/hqbmr0W2Lte9Sa3Hvm4ja1Tv9yKdr8eyHTdAlkKdE4LxrGqUlGzGksEwURGs5UEa7ei0/31hdQsZQJGUFBMlKGg/RkrdVYTmSOKBmzjjKsOWMm2OBtBzk9IZilIfc+Y4wplOZ3sMHY2ErKVup/6R+N9rBdVKTgnav9yexTImmljX8PzbR2pGHiRzrP1VJ/nn38+fehDH8ptv+yyy8gP/A5Ij4OmXTcDTBicdx/Bve4nrs+7H/MLZCnPMRnHOnrxFVVabO+k5kJDoOalzTLlpe1Lu0mXk6t23KLxcY2iZTSKpAm+eOay/0ysZk8RAzzIpElrT5nIxStLupTuXBT9pvO6rnx9iBuIFUisQuJUnyX9LXm2hQ1STQXxejq6mtWUWlk9U6KEq1qtKZVWUSsnnLtq1iP9JJClQDHuDTq9MCepa87mfjPIXEVrhZVVV/mI4rJ8eJbNJmwcCid/C6rrvyVpPtWrSAr4QTv9iufbQewsOd6cN/4VRbi147hmkE+q5tIs2Ef8VMEx1CYW0eZ341GiPaZ3aotjPaDW2ycL1t/73vdy23lbbhHxmcSTq8OI7/13hWuhFefdP3DO/QTnfRJAlvIRCw9ruWBGzdKdk30PKH0vaKiUUw7VlSKL1vm320Qz1op4lDUaG2Sz4k1jf/+kuuwYgDbJunPbHtadgd+qZCUdUy3DV9V3hLL+1lS+pY4SBj7df+kDdDXVr93W07z9c53YSbOGTA/Se6pAlgIFV8dEB6dyhJuacbNpzUUFWMlY9WWxsEujH4SWGWDCE5LBqqbKwKn1lKvMz0qEm/aoikWlnJEyE3eRhKGXuaLji+Sx9DrS+cWek98NMpvWgKdpc/ZPf0xQyShYvFeRS1vBSLYRdTjLhj9O78lpFbK85S1vEev+AQC6wO1DyY9HYh+BxAvALAJZykMSa1OhhqaWpkMWXfS7bTn10ZmWLA1dDbU7RdGMhZGOXU2xRgOfpbWxherVYtpTMIKEmhFq8cHdDGSFJkmjX2s2qaAg1WeiLVPXoVGPrdkIVXeXNXxZpJqqXtmgugG3C6OfQZ1VouKaSSBLgdqCUcvk5t0i+UOJDDI109pZJytvhHVTr4fOhxnyCWiGaQZUjVvZudtu1qw6txat8ad+jmQXjZNSUWU5ASftCRQZ8CL5S6T2lOk9VUOXTLcexSoqKdiLe5r+ZexeZTL65UpT0p0mNkZbCgW7rPzpkyTUkeGPjXsvfOELc9t525vf/GaafVxHXrnGcQvcDwAAE8TlpOX7sw6A7oAs5RNhnDKpwlOt6v7mmmuts9K4ZqHVGlWrNaU5Uo+vWlZU1Cisp7Bq7nlf1tbq/alQu0i6CPpCRkmRKFrGP0cKivpryWR/l//qXvIbG4VMShdh0CtRtKiLwSQKmvrG08ScaFGETrmUXU+o9rjklE1Zo6etwq5m9TwWvO6hpzouyFJgIlSWaQzzcyyb6OQM0/ZUE7qWHfn4joylUi6zkc2c0ZLsDSogpkB9dJn1tJbIUkH5XGvKvalbO6+kBdn1laWskay0Z3BGasNBRzXuFfU7+ZTIPO7Wu8uucQh6vsbfvn37aGlpKbedt11//fU0+/geeeW4Be4HAABP8P1Z5ye+r6Uwqdc9yFK+0CDEStyM/bgj9a1Q+1Ynki2b/icuo6GXZlWdVe0RbqocE+vAUfvn19Lg6f6qct+CNmElTLQednwNZxd/kZ+bDoPcP7V0TSAeFckqd7yPvLyyh5Zk3Qps+ikVSPJCktey8cKKI/2S6z1ofa1DzSbtsV3ccvZo+u62QVMPZClQ24WpaA5vOVrEWlwoEYPEo9a2ablIQEMjCgtsTy7LBSLaVG9fA/KC9hjTvC1/a0okl+jeQ4okA40wFMs2kbxi17JE9InXGs6KQmrtgYUs1khCEkJhVKsYb93vus+WRefu3aTvFllUMrKOe9EnIJ+oZeq95z3vSX/4h3+Y2/72t7+d7nGPe7TRLgDM+OqE42u/PQenHUwav8Qgd/2HLOUJjfJJNsvL2Nb8YcxOqvbNIp1U9Co9/jOmwmza3onMnW3U4maG78eaOd2se+YMNXpMmyapPYOPjPpLPMcz2ZvUHXOe5lpLYL4rpa0yFBrd2axeGKePEimk0uquhhj8xXUe9UoT2/Cwb8aMXfM9AbIU0GKzvnDpX33qSjftSkVhqRwmZDGrsbJrjan92e3tjHLvBBtgpMM4r9KU24bfDIJTWCMTQa4FJRkpy5pbf7Syjmbqn7pdt39pyenvqWLLW5zdIxspOXEC91Jh7yP+XvnKV9IjH/lIuvzyy+lBD3qQsGx/8pOfpI9+9KP0kY98hFxzxRVXCMPk3r176S53uQu94AUvoB07drRaR+RR6c+FksZl36u4OYHWx97ba94dItgDAK9wedHz7D6Z5xxkKTDpO6goTZRUkmfLqXU3ZNNhCQ9YvQJKKmuiNIF1KrNoTtaAqnmp5tRTujGoVpHbJJuidsgMU8RYM1TFu9yi1LhM82+krCmTpKVqnIIp1uKokY6yHaqCLbHEFfgfq+sCKqVxOkv1OWbqay6tp+FZZmXk1LWt0rpZoEsgS4FO5mr5HGsa6VYzC4GM7GtLLAoK+syymIwcT1ogGjBoPCY26Umz8lf2+Q6mj+xcHVG+pnBlOdw0H4trV17HmnC0jo0+atRfWS2DuMNSFqvXqliGFPe5+lndRZd63LC9Zhsmo6bPypo1j/eMWmf5oQ99qDD0zc/P01vf+lZ629veRgsLC2LbD//wD5NL/vM//5Puc5/70NGjR+kRj3gE/d3f/R094AEPoBMnTrRYy6TUgn3FZe/lY9RDnF90zhvgJ7D8Ad/Q5qaYFJPLPA9ZygNaUQ6Xe2NbeZHXycTZBgajn2bHcQOMIYbGIwvW69N0XE2J6JqKfW2t2hmQphMFkS5qrWZ5re7dptbWejzGFWZ9vVXPamn0yx6vQ3i/l3UkFWoXeczLv8JoSPE9jghM1tjJG/zyyiQl4tHC1z/niW/os/Up00YKlByg3R3vVk2BLDXdtB9rV1ZhldK7mp9D43/NMkSEteUpu8i/ii1qlrTCnbwCx47+U3UOLkp/UNEIWChvCNkqNuTJ/2X+Ul+l0c++J/nGFK5baFjXUJOtQR8daFF9nSY7F50D8o1aEX9/+qd/Sj/90z9Nl112GfWNl770pfSwhz2M/uiP/kh8f8ITnkDnnnsuvfOd76TnPe95LdXi34XSLzD+wCdwvQPPCPyIboYsNcuopqjur8mybKI2SpNOPKyFF7dScy4sR/2oRtuq/a1wP+aUTAVaJ1Fsm/d6k3NtakeHz6J2lu2p77vXUr2miK/OKVvQRGp8jGsqFRZev1nx/4sN21UdXILiE5oaiyIHzawBUN1s+K2wRNYORRdymeEv/908BkEXHucmJSWy2DQGstT0o72Nait/w5ZNSNl5WD+JVXFVKnxsNJobpbEv3aKc81UmA0Jh5F+DBoXTLK8g0VXPKZiDjUKDaQ6ulu5SvbPyMY2R/7JcbrBYIqrhbKwrUF1TOrUQn6H0VJ91sljFJsVtqnK/G6vxMxivvxF/z3nOc2g0cpvORgdH9X384x+nJz7xicm23bt3C0Pghz/84RZrcusj695D13EL3A+Al2DY/QPnHOCq6w7IUjNOT9YbqRpQximX6recDx4pkX7Zd4VR9HvyF3YWESd850Mbb/TxTmHcf/m5Usxh2+e7LVf5XhFHdGmiurxCKFd4HHRKqHopl1JrpQjn7gmMby5Cr2RRG3VRwg7Ov8axXhPRF23N6rdKW2M6X1YN8/x67xjIUtOLkDfCDqZAXaFtRddrylCzDaiyQ75KS7lEpkBXA/faei8XBcUymKbEoIXsC3WbJeUvMJ10M7NXbQS3QMpRJSnUU7KIlE/tq5GyVjboTo3kS74XjI+tSBRK+Vn5E9vSpY37YtXnemes7nnWBh/WbUEd2Srwd63lWm8Xl156KX3pS1+ivnHttdfS9vY2nXfeeant/P3KK680HrexsUGHDh1K/RUTeJ75z/HN4ue9OoMKoAr43HeH+HqrAZcE3jxsIEt5jlCoVDSC2RRrsUc+tVS+EFXZVF5kiTOgVB7pClP63STVlHqYNr2n8cAJpP3sOJ1nohDsqawUbm/T1W94Pe3/6L/QbDLW9uQXgxho0i2lX7+brO9nVCRlFE9iGyuoFAthoqyyrmhsuM31UzWMaZRTuVqyUX5VyKTqtBq6rnQ92XOr+wOdAllq+rA1YrVn7NIbuXKyWJ3jbZtgYfRrPU2lmmo9kUPURkjZrF0ZxVRcodypK6e1xtRwOvOdFvItVi2i0ZSplb/iHyo4VI1TXjZHTfup/S0bbJfIM3Xq11nUDLJYRv7Ky6A1zr3FIRPOfq9vAPkrk9VK9fnc5z6XfvInf5J+8zd/k+50pzuJ9f2yApgL2IDHrKyspLavra0VrvH3mte8hl7xilfQ1ODv9ep35L2XnY7xue9O8fZu8xq/z/rkeg5ZykcyChfjb+1ci3q/dF1V6bxPusRW5takLG758lXX99yhoZIXpyzlZzEZp/rC34OJPPRU42NcQTYVT4uN6Lsea/voEQrj97Q+0uj0q6kueV07NcWtjRJHez3Yt0i9W/Lb017n2R2qqUHEzRp/NKQxNW1Xf8981ivrilsxvp2UNpUdkxuRNvBXWuoLkKWmiyKRQLezvM3bn6I1AksyRyf/S7WlSiPS3Us7IxV1PdBUWK3qrDOVvg3jXdVnujqhxGmcNe2p1gpD/YZU6/UkoaIR1XqcyUZUrskvmo9PmUhgU5u9g5Iif2XzTxZG/mW+tHRZJK83/L+iKlPb6lz9bETkvsq2Fzg/ymebRhbL7VOrr8X72GyrXrHtjgH5TC3D3y/8wi+If9n4p0OGp0+anTt3in9vu+221Pb9+/eLlJ9F6wK+6EUvSr5zxF82ahD0B79vWXdg3H0EZ91HAq8Nj5OrHbKUh5SFZSXyczsvnllxvCillqS2t63iSZ5O8cne1UXHxfuIyKjMD+J2bMcA2r5ZtazSAsOurl/SCOr8Cdw+wXBIF7781yZfr6U+oHcjbumVLDzJAyWKRLPkTVHmzfT3NkbBZILU7SP3bCMqLvKcN+kfcn1z7XWeNMJ9K2YByFLTRZ3odLlcVWt3TC7yLflh/E/D+3P8ONJH+pU9JSO7W+wIlbXBVWuJfVp10apBZETIOmU0klHyYxCdU2Gy0GyvaGKso3ueYZlrlqgVJZb2DlI3Gsi+fzTIwpC1N5ZUrc34rvTbqv/S4CmN6YUP2e5kj6q3UzutUPqji9qumT5/Fpmrm1Kzj5x77rl0yimn0Fe+8hV6zGMek2z/8pe/THe7292Mxy0uLoo/YIcvSlmQHXcGYw9A9/j9lPXlKQNZakYxpYsqS4eZ3jlWSgzSx5cYBMye9BNKMZVrTNbrtMj8xgbC6AUuCEeFBoEq/dSp93QSDRsNZIqdrOJpliWgWe6bM7JRfx2klNIql5T5u8zZ2/RbdX1QfJ+qz7cyRYvuOWZt7Mw48Fs69BeVB6YbyFLTQSoAfmKVaiQAW1lM7NeuklwTY2jcr1GtaorPwpZIgs7OaWHq9TjVejdr0nabYr33qJkIetCUsiC0Suu+ZcMIe9DX1PtCHPlW6gIVdBWLlvECM8hXaRm0+rPOxtWr7NjUtsY+YJDoWjf8sYGtj/Ck8bSnPY3++I//mH7+539eRPn967/+K33hC1+g3/u933PdvJnB7S3l8w3tUh1fpr4AALR5v7nE56fsJHsPWQp0SViccKkwBieZ8+t4mavps1JKF40SRn3zrSjiWDmwF7yQFhm8ck0pbJsufZald30PXlJ70gznUX9d1KzcSUW7mb4Ydy8z7tkonexqs00vZaHZSyoda7rSKT6rtyY/Bnbj14vLvReNmA0gS00PTe0w5WJC0TOowtq/xkmyqi4mL4mV+ULlayiqM6wx4CWymPg9E2ZUICjonK3SdRU3MX1Uiw9Gm3rjqMPZfCBbCgKTaUm53FK5RCZr/BtHqiaLFqgGMG0x43MfORzWbI5cuSCzrbQL6sdal+G4oqTfYlOmL5myE/kr6DZ9a+WyHR4969Qy/PWZV73qVSLC75JLLhFrDf7nf/4n/dqv/Ro95CEPcd00ABoCY4Cf9EBiAwB4BWSp2SHrBKszhuX1O2mThbX0YYxyMnheq974LadjKTL6qfuIqptWlKppYjUDS0oj4CpsN1cSm5RkNIlUKFlrR+y9ra2UZxb6q8Z9r5ReShmTxMF8std/vYjGkujGWsX0xvwIOgayVHsULpGb3Un7W/K/KrXG/yqODQUNCC3kL/VLWdydVdrLwjlGqaTouaWmvcylwKwmr6jNsZ3+3DkgtZdSHhQzsaA81SplY6FS1xrO50Cvl3Y9XXRUfsZGqW9GxeswSXEZ5ge4rDyba17zXqaTP9052IHODX8nT56k173udfTe976XrrnmGtra2kr9fuDAAXLF+vo6/du//Rt96Utfor1799L3f//3t75en2u/kCjbNyYo4A+u7zm3+NtzX/H7Gd+Hu30ybfBdluoLWTNN6ypZ41oyzVNNJSUbis+ueWVqySjTd9PaK/btVmvSRP4ltZmOy663YaimYHuqxrDgfdncGjBDZBUTQRtryqhKFwMhK06UtGuV1rSzUjqN17eTe5eZpVKlir4G1cYga+S0MYzJYwq7UyPVlG2goUbPFbSxllBVYPRrHchS/UfMyZPWDJcZ6IV9K79P03VHuZ/Zria1lDyrQiVYR76JWLVEyk5NnBJkGYqyvyztem9p6pzRAVIu9cHtw2QIau58U6cx6ogr7xhtFK3YFmV/ByYHS52xr+1rQTw3BuK+NaE3cA4mJqPM+rXfZ2pd9a94xSvoXe96Fz3vec+j/fv301ve8hZ6xjOeQSdOnBDb+pDy8573vCc9+tGP7kRR5fqCda0QFrm6Pa7fT9yOuet7DgCfnvFu6YPf2GTG33dZyiXypSxRRql/ljFb2lJzOY8KShJvipq/Op3JVmnYzTYOTVeubRnp49U+ZQY4b54z1ltaVXYMjF/029UWNnr+6DR+Zfvn2lStftdPy2mivSd7Qf4kw/6R6S+YSIuL1DZdzG65lFHCgpb5y1SuTfNpaw81GOyK/mzKth+bmqMIo18nQJYCpWRlsQLZLDDKclWJ5IHkSEvxwCQGpCLptEdJGSp2NNE6XKn7ZgTfogpboKzGlPzVi+X52muEeg1MBzUccJyhD59LyRgpQSAjMJjkkVwd1YSIcpetguPsPM9MpSXypu6vpCWN5M4mTJtvgTeGv3e/+930nve8h372Z39WfP+pn/opetOb3iTW1rv88svbbiPoGa6V0gG7QfmIU2HB0zHvAVMjIwLQGn48byBLuUMa/EzZJ5O/WiUXfde2xE4JU6EFWQNW81LjcnIWNY0ySRtqlzVuaoydNSMjC48qOIda5Vorep5Klr/ydRBtSoGgYE1zX+Ya0Q/SLVw1gnVIJYVT48oyfcr2VdPvtMd5vTHRGv+K/ur2T1t5nWvAhzgPN0CWAuXkJ8mi9Vfzv+nm5uKJt3jtu2J0zkuJ3Foy5ydGv0SIzThg2TicJXJahUYX9MJKylXFQeoLbUnPUyanVZivgr621RhiZ2ix6qCU2sd2vmcNebSfzeip+0THBTUyTsg2Z2osE4gq980OU78zdtZKxwLHhr9rr72W7nKXu4jPKysrdPDgQfH58Y9/PP3Hf/wH+YDLqLNpmjc6wdenQuD6ivf+ynOCr5c74+sV52u/fTsDkKXcnNlRe+/xNRoQp2ISaVgKvKwbawjGa02o3TUFGao2t2zLjEbQVAHcp5ACUVD02b4/uvRUI5GqRqSrUf+KSgkz62tY6KxU45/pjOgVVL1wRwcWupyJU2etSj4mUToN7BVuajBdEKX8TH6LX/KzfymVj5Lmc2Ct29K3j1Oa2kQ0itSnjk9WOwqmtlO2grpAluq/zFU2XZpcoHSHifIatEnIFhYlRPJHMznNGN0WhjTK/GVTs6vH636zI+NcZeyPIgEVyafmWjJuYHoZVMW2lomI7DX6XLuqpvbUSkxfmtZGs2VG/rKVS7pq56Dgr2nZrSMEwhZToMKY1ztqnd3RaERzc9HygBdddJFYB4b56le/SmtrazT7dPUIsUOsoe413g+Ah3GeHuPx5e7rNedrv/tz0U/mDECWmuWrsWLaz6pl6ffKfdYG3xUdn/NQr9HexMNcKlLU1tio9eprRbK15X7XObbTBICh0DNs1TbV1Ds2gWaVbFHNkzNVekPO/6a6tpel2ipfo88GrTd6bd1o0YHxuYXRr3MgS00nhdFfTUvWGbuy83ASQmeOgNOm/azToqwvlL7Vuf3aI2+a0wh8jc5Gtv1VjptlXPoautQq9EeXoU9xmUp/2YJxNIneq2i1SwUattYKy32Dhs52LZzkCSXCAEQUWe8qsri4mHz+xV/8RXrqU58q1oH5yle+0ot1abrH8dXp/c3h/QDgwvMJXO7AO1xf9OFE2gBZqv+wEqP+C0n2VT/s7Jo0GbvCilXnahEbGtwPqfRSejOB2EMOsty/wVtgWKh8ifoSTPIxIPrNNbt+roGJwdevrQa0wrXOexaXKssqqTtj9Asa9VOpL3sfK2iVa6kQRcPnTBu7UqDWvzsNLYMma2JAlgJ2rlBKCs/EQSk0P9cShXx2/rYRDkLjxyKHqpyM0ooconNEk/1Sn1WxRbLus6uGz5bcP11j0073y5Q4fckhpl1WzUhKUt4x3eva43WfC2pMFc/3r6XbZFYWazL0BfJX4f7mHax+bXR5K0ZP0FPD34kTJ5LPvM7f7W9/e/rMZz5Dv/RLv0RPfOITafaZjFKwn7X3oAVTN4HOBhh2/3D/rAH+4c9VB1lqstT1RnZDrKipkHbFNn1QNA7pPQeZF0C9MqYmcV2GGB5lv1FrLqRq9ziFVvq3WLEWFBt4pV6w0Ys4pz+NR1NGDohUhw3PNegZfO5qR/Q2rFpROiX3rbhoM6lvk9/kUenj01ubkb/GNa1uyTBmq3zqVKpAVJ9TIEvNtszVzVtBUdpLno/5d05LbPqdjK0y9Tt6Rkc/mIYlMMgo7aEKioqhoCNHheIE7Xqi5tQ960jDPs1zWSs1Zx2SrOWSWJbTfa7eiFguC7vNuqAz9sl262RSU5+y2yd0HeCtZwoMf1ke9rCHiT9/cKuUdK0SZTVG4PMAeEqkvMLg+wTONpg4Yf3UE+3hpgH+yVLToYCyMoIVKf11vxU1pkgBYxERp66tEm9IRwTqonHi6T0o12mVEPdV2z/Ndvlyaat4EsbB5q+KQvkWmhVrY//+CoOQXYNQMfplt0dFO3/QgS5JlE8FT5IG10B59J+p+DZyM1H6vm2YIq4NisYDd5pfQJbqN3WeFI01EHI+Tp5VJa2Q2Q5C+4i4sZw5Nu5Jhwwbo19SrfKplgOSunCzWKdQKV3JQCBrSJqcFfxiA6gchsiMNyw9EZF8VaG9bTubgWZZCFqk60j9VEWsP5iQHKK1txVsM5SS+lTpHk+dT0O/czLoTF1aoAbWb88Pf/jDqYt9wfSBSdlPkKbK3cgD4M0153yCqbWqmTWQpabQ69zKgdhgadPuqq4skf8rX+TFQmGlRKxljX5hR1f9OIVWqsb0b4bjUmmtMsfmsW9rcSmmsWjnEWjqc9FYgIZj3oZNq805yLR4iXFRk2aVp48ODH9t1JYpa4qN2FPcdK+BLOUfxTOnzpiXkUESocg2PYJOFtMfqP6q/6yWpTRDXVZQOSDbm3KToUbYTfo5LlTNQDD+rI6Peuy4YWO5xWLgTLuofcx0EFJR13S/kFoXxduXmXEartWWoPGe+e0mOczO6NfYeUvKmh0tpNekRMhePY74+9jHPkY33XST9b4AgNkC78YYeeALbu/2xp69DemybshSHlBkJTRFgSkID+zEq7zZmitpPc74W2hILxVq0n7aV6YaLaPPgRrtaMp9FTeA9w2F62gQ+yVWc3PXKcqK0uxE1Ud1ZL2SIe9MH8k5bOj03cm5t0mb1DC1Uh2v62q3eqw4yka2Wqc7LTB2tpz2s+tjgHsgS00nnRp4cuvYaQyBuX1GVs/itFxWs3nJ/8wxhzLrwjj9QqDNzFDZ4Sjpp8HoGctBkczUXtr1BJOttbssoyCHktZDR4NsGmXyl1WGgorbG8krpv3r1VT7uaYz+smvwlbXebr57g3C2lr7kNzJQyql+jzrrLO6awmYGtwqZV2rhH0F6jAAJnu/+fuUnfUnPGSpyeHci1h96bQw+pWWVUMZIyP9ks+GfZIX91jZxP8M5Bstp3sy1ssGPtPLdTaCcVQh1adc+668g4mBr8CRX92uK7JZitN0RUHJyjb2SkQ5Bi0r4fK1xO0C05JqStsETaop7X7J/zLb2mqAudbWqkBqKQBZajYw3sttKIeNclexg9b4IVnufFUlS0BR3FyZjFJecllEYBtzk51clg0erFnTZA2DXqRhd2dxyTrYZbfXK7DE48kmFXlOvm42RvzeZBNUXBTpNxEZtKX3iuQ0kF3VMPpNgeHva1/7WrctAVOD2+lwlifjPoNxB8CX+8313W6j6++ObmuGLDV52lIQNzWO5JRPubekzMumzhhmYZVP1D9q8F1mh1RfpCI947ma/VxYYW6bPlGV9lheQKbAqFi2/p9OkZYdWo3ffyq9aO2lRbUetnYXnFxnx1juJJVPzQJLe4WNLqizmseLIbVTnsUeRUo0U0RJWemV0ms1VePldi8+vjXTKjzOpxrIUl1QYIFroaSibdpnVa252fAMLso4UPQiIhpQ3R0yG92nfgi7cLzMiSLqyNqaGS0FTMsGWj+nlTKzxU/eKcm16+skmJX+2cYRlp1TnRdUwzGSj40COax9ebuKDNquM2FSksExS+3rrFx9M234+/7v//5uWwIA6LEw4oMgBPLgvIPJMwvKZxOQpfqJjXKhfVtMJhpOedmURsI6a+uGJh2XrDKr8lENZK0pw+M0nzbrFaoWJ82UE6UA1c9FUZH5covSmqrbI5VA1Iag1sntyrqEGLy6NDIMVbkEtKmVqqaXUspKfbdXymhNb0WGz7J7vFJ6qQpu3i33uymTqwl0AWSpDjCmAEz+V7so4zxcZHvT+AWVvpUaC1QXPB7ZpfqsmwZAkbOiyJ8ojbo6WxiHWrHB6eWxKpa3kSHiMSt7KhOGgxcwndMZmF26O78G+WsC13Q2mjH12MjY4kxGv6AVSddGBi1J71kz5WvKYK9pHu7rKUv1CfqhCo98hHH7+IfLcx54fc/5C0bdBX4/4/twt/ehDaApIwt9dFGsVqMrILO2XaJ4KVqDIfltkKlcRr2ZX8YS5VJW2RaGqaSTZXF4BXF3NAqJhrkd0v2UiqZ0JQVKtkTBxtsDYXwLw2z/6zPxoK8m1EzlCtrBTfqh7tZXqdKfYOK5N5sNdtOoTqSaAiDGxkmhtTzY6SJtbl9pPBNpxzPHGx8jRjkruw5xQeOYjp7NZYGGslNR8E7scaYYAkud0KQcpq3UsM6hKnukfh/Fsmc/5JJIUuxLa8DMkZXBW3gGdCZvFDleiXu2wPurY8TbKm7S3lF/FU+PabRGSyv1u76THKtSpkqTMzsdd1m76yveX7y92Zzi9zPe9QwLo9/MUNHo106dFqVmXb9zjVI905ulDkwOzep6VHudzgudo+xSBdSqNb2tKAxR1+CGpLobV19kd20FLDzWG9xGjttUXl8b1L++VVHFyn4360TiNV+xGBj9AKhBi5Nn2+nXq1ck5aoiNyhVLomEB/F2Ul5pptQ42k9GAabkrux/5uaqH+sPn0EOU+A+Rm9hLZ3vsMlhJpmxZokTEQL9zmrTZgrL+nN10IF800fK2hUY/ooO6WtfQRvA8FcL328Kx/33dvjddtzbYXeMazcD4CM+P2twzfuArad59VKLXLlti4nLEU725UoKWzVGysCneNJnm5fYGqXxzxqjJdPslWo0CEolTaUG6KvPGDjVpnShAnLtugB6EBEgNFY2CpbqrdQdFfShb7b9aTGqtWpJMPoBoBJOxGKnM6lVLalOzYkRK1th1vjDRr2sQKTuW8FzqCijedr5KtQU3YLAEzZ1TGtXfmlqp2u3IWPZ2jWz+qbZWr+aRMnZyF8dEUzz9YCMIzMPUn3WJFKHuLlNEY8AXFx1YX+mJq/wecR9fdb52u/+gDMwy0zynT9IpdHi9Esl66yoqZZEnqf6aS9HGsOdSa8lqk/+VxGZ4lMhUrbJtJ+GVJ+l60hUVw+Gcb9VsonM5K94xgJJNo1cO0xW+ZRdY6bKMe01wpD200ah1LHSCUY/ALq0rDQhn6Z8/DgJmmXfTCxrGkkgLElrqkm/zbJNKMoaFj+uQoMMJqrQj7v8jbO+yMipYeZ3w3LHChlZLNtvnfFSXa9WJ5clv1FtdP0eKCezg2yySuUV19wFM0DF9ZZryB+mlOMiHW/VcjTNwTsKaBtE/NWCJ2V3iEnfa7wfAC+TD3qLx5e7r9ecr/3uz0WPMzCrTMLLPO9NrobRJRvarDFXRNa5PR/dp08tpWuZMVgvt5PaAE0p2jVnZOjd2Js+UBVXqbxYYfvBC9kmyaZWLaiuArWNqEZQ2/G7sWN4J5rK5ikw3SqbaqSXMrbIskZ5HgP9dijRAFBpMmfx/Fx/0sqJAQajX/Tb+P/57bVbkHwaP52k7BE/QqyEnuIaUjJYaqof/6JmISiSCCvlXtDKmTrDp3pMnRhMU/X2rW1d/Gkii4FWmWjAXWFl3coeRSVOpObWZFDoPXwAEX+1QKpLt+DhNHkQAePn5Y7zDlxcdi4vesQDzQKGbEu1yyq+IrWmsrQCZrx4nlkxUdulPV1zWd9VG1qguI/LT2oZUgnGt6Rdq7KaHHUsdMZAWbC6n66y8rOXUXMVGvCK7vJUGdZTcGj3U9YwgWwKnZJ4XhcZ/5rWICJzGxWSKdKyRVXdym2rb6WQyUc6msQHvDECkL1JujWOFBuxMluKmlJJ9rBsmepMpDoeMYHyaK1RsY2Ukqpec3xaGqv5Gh5XEugcsAztSseMB7Xqreo4xSbC5m7lWekWuKZO9oFsAUFbtZmyEOj2mTDGWgMHMijW9vMCGP7AlOGvIcJtz/0cc4Dz7gJ/n3IRYeAyqt7nkZ8NbILDWq3NkD/Teq03kU5KScChSS9lVYzFu1/Wuz46JlYSCW1XEGXHqatsyhWuSQMae5eHos/xPpn0UpyeKuSkJBYvo1yazpe9ig+7KIPPWTBWQ0Vj0PBprI4J1s9wQrcJJN0h7h5NmqkiVVh74xBr5tp40Dpc8w8A4Er+Mkf6dU5WTsl+1ubwY7lsWLnfOrmsVE6LZQ8pjUj5ZGhtESlYO7n00EiiYlkorJBqPipaX74qZ9owqvIsr3UR6eVO0A/an8drpnZo4fqoXGtQJx1jxbSmqUMhNfkEDH+gMjBAucH9y6zv5ggAJoPXdxm/i8HzDLR/WZl/U37s9tIr8kzWhIVJ5U+iOEorntKKprRahddSkb+P/817m5d1V+hGlJ2kbqd8nNL9S3uej73RQ6sBjxwBsu4AldQ9ivLN3eMlbgSebzNGi0awlvFalgAAZJh8KsQkgr5utSLqLzKC2csfquORdAFSv8fpPQtyjIqU42z8Up+imchAw6H5pA+G5mlRbHuiuTa2vioKf9NiiqUZJ6SxLA41zzqs6Xa3b9VMkx1SX+Zlm2C7aSfxEeB/XfczqNgQvIt4RyPD3+bmJh08eDC3/dRTT21SLOg5vkxYoE8rW/qMa0kC+IdDI7/zx0yUfGaSQJZyR1FUWIH6w/4KSVvj9J+z31OWNqGBUgxf+tq1fcis7ad1AC/pS6hLAVXCWKFW5uceGzUTRZJBw5W1PtagMMFVV4+7cJKVNaTVdGo+0lHezQlS/Rab/j6D2QKyVL8wSwD69YWzJI8kZdq0m0FlxgXV4KduVwWiqhKgplGZrTnpR7POsq7mzqScnDxmGu3i0R2nJq/fmonTA6uTOlP6JGclV5QhM4H2mNoD1LY80lqy0UpVTjb1vE9XI6ht+Pv6179Oz3nOc+g//uM/aDTKe5mwpzGYZXqquACdgjPuCow8wDU32TtuMnMcZCm3aFMwZTI9JduTdV/i360vj5FGA2SbbqleKqIiGVz3ixI0mPRU1z977/Mq7wBs/GNlEqeU4veJ9lMvmWysiXNsZ3f75KMr6oJkPz3AccqlWjXz80lr5Lc9HlceaA5kqelCZwArN79ZyuXZlOOFDTDtayXoJI5ZJXvFRr90FgZbrKMcOVW5MddoyTM66YdO8IvlsmmMDmoyN7XMFI5eK1Q1igV9CC90JJe0U2tJ2k/IXF5Ty/D3rGc9iy688EJ6zWteQ7t27SL/8N3w5XPfXeL7dQe8A5c8mDiTi2KALOWOqsoXqwKLEzvpt6mb1XVlTEqYGs2SKT5NwYdaI1/8PzVzjFbvk6xlqPEoj9f3k2v65SqOak93M1RTmvZDadNCwCHwAQd5rbRLUU2auo2AAgq0BGSpCRtBajsm5df1s5GcpNNV0GbEfOF4SGPZQKT8jLISDCsWXzzW2Z9TWfrix+lAWefPslalTxqjZp01wDomGie9sxnwRzya9vPfC1nMakCnfKDB5A1/X/va1+ijH/0o7dy5k/wENw3AdQcAHrWgCyycaDtmMrVDlrJO9GRN2JLRz9rLOluz9q3P4FUeX+epaEJRXwPllkwpZTI1ymbG38cKtYwNUmmCuTVxLSk3drUCRQGVVK4/z+P1/jK1VR2KotNQhzjKEYCZTX3ZRnqpqv2G0Q+0CGSpNlEXxE3+16xEw+PB1uhn+m5dkTw6ld4gI5/kUOSRrGwmhbWyaD9FRCojkQPjL6n0iIosFu1XMBIWwk82MlDIXrk+tvMqFNVUYgQVKVghaPmS9rNoH19p3/Dp82gCE7Vy6lx00UV0ww03kL9M4YsdAGA6weMGeHbRuff8m0z/IUtlh11GiVmkJrLM8qSJQ7MutXoLoiMCjnLTHak2Tulfytxlk6LKJpVngbKpaDwiG954HZdiPVr2R0OqqWRfW6VcfdToxlLjLuZW0DqsDK7xai2OcTPxtZdeyrLfMPqBloEs1SKJ005bc7J+Pm4x/rC8VI50E9kJRsnnZP+s3GnyDFOi5bTyXWFr0mk+q/iHZcsyHp/d2cA4A0P2zKj9H7V2dlR5EvhNUPLnTP7qgSyGpOegtxF/v/VbvyXSKrzqVa8SwlaQ0dJdcMEFNNu41kq25IYzlcD92k88vuY97TZwh3vfSz9eEyFLlWk6wr5Ygqsjmh4rmFJ9HCuV1F5Fn9UwO3nMqPKLaM6Ylw3K0wxtq0NdpDTK5RiNG5VE+433E1tK188Zpw7T2CE9eZKA6U372TjcLlIYxQEadbJttvp0tXqATOHzHPQayFJdyWJyHbtBt+Y5zVydPELjv1otKHKUsnEuS1Ka1n9mmZ7LOnMYv3klmR8ymRgCQ7n6pskU68rePUzzmUWNdgRgmtKui2rjqsWdFjqSwQBo2/C3uLhI//Vf/0WPeMQjauW1nn5cGyECj/vvuu/+XneOY4Cc1u4vrp91wAWFaWRm3vA4ub5DlrJBNQw1wyyaqj8EWl+jWklHs5qteFvaW9ygbMummYoOrKy/UpVLil936thUlidNK2rDZavRm2req8TOp1njr0K601l/2wDTSiqJr+H39lLpJaXarjET33btz3SQF8HkgSxVQqGQYPHAaGXdYUPkl8lBp6kAokb1yfea1DAYPIY0Dkl8rHBFamgIHDtgyThApdp4hNp/+xnXYsrIME61ntku+y2LweMdzIT8ZTqstbjDvA9nZgfcSmBqDH8veMEL6AlPeAI9//nPp127dpF/+H67Ou6/t8PvtuPeDrtj3MraOOt+4vOzZnK1+y1LhU6egqFNEFq25jYsYLEBLCnGpICROqeUks3cgEyipvzvGaWa1vNco8cKWxt2xeiXzcEK124w08TandxNx9u7MbnZPlWRVgrMEn7LUmWURbbZPDWqe0DlAvCNzknm7Y1kr2yF2hTyprFJJWDPLDzebCxFlgLDkbquNhPDsrJX4WjnNyUOZxbRkfYtEkC7ANzIX6bdW004miDe5bK+Bbj+wTQZ/q6//np685vfTOvr6+Qv/rq+OO85XLwdDnrg5zXnENu1BABoD5/vuMn132tZagKZIaxUMDndkOIdnVHOT2QWNOduKj4s+d/4u1nRNlY8BZr0UtH7csN7gI2cdVNL8XHBsH7duiKVcz1AHikwSXLXW9B5qqmiZwBSS4FZw2tZalqxSMWd8w+Ko+V4FeWBrR1SZB7IyCLJOn8GTygm5w0lCip2woptbCOOoEvsbVF5o6zvk8YYoLO91ZbFStaDBsALCtN+qg+RbuQykaLYZ3UK6BW1UmZfcskldNVVV5G/+D2ROn9+CcELTHjQEXfmiLBskaNua3dYN/D2KR/6YfT0U5Zys9ZINvJNZ/SbUEvS3tdaL3SNJS91nLFkY0Rfsg6e5uYyJOBSyizaoyqyr+oYREo4UxoqAGZDfp68HC2MfNm/ibYAgO7xU5ZqSlXDUHVDkkm0KYo7y8tq5cc1geUO9S+pTTREGgirO+EmJVVYazjq44TkoCoNm1aMUVyIufKHoEQYwrUA/KFWxN9TnvIUeupTnyoWU7744otzXtGXXnopzTZ4bcL4+4bvEUDuQHACALP5vIMsVYX68XZ5hZGt0a+F60CNIMwZvEJjaimxtkomtVa03kpZi9PKHDXB09j4l/9dXcslu+RefaOehQt/EuGothSyBgBNwV0EfAGyVF2qWn6qz882iTWT36SRTVSTz7hQ+ZmWkrFM8kn6O9cdrXfXoSxSMAgs9uUSP7SdbiLlWDbjM4Vp4VsoVzxixq9xALo0/L3kJS8R/z7ucY/T/q6mSgKgXfxVCrntuZ9jDnDeXeDvUy4iDJS10CbO5GqGLNV9CkxNQdZO61GVkUGMP3NqKesDU97icdrLrDd59hhVSSE9UUV05KBS33PBghZwLZG3e2RsjD5yz23qjfoqjs9GMMp+2wx6vAZi20HunHYLAADAbAJZarrIiT8Z3aH8zoEFcpkuaxEolWZclUUU2aQw60SoGP9kY5ulH09Eo1j+NEU0MpHJMZI71VWeY0mwOakwzLgxEzKCQRIDAIApM/xde+215DuYvFzhrzrcdc9xzQM3V53rK3/yNF5fa8qxMzZ0xeTG3j9ZasbXHDHl2szuVLSPWN+ueeoZVZE2Tp81DvnLtkDV++iUbImqqNHtoSrhErd+mjRyHNw+ZwAAALSBf7JUQ0zr21Uux05eKUwnXuSpFEfA6Uq3lkcMjkep1OKmdf06JNckUz/b8nkrIRoPPlPVHM2YGZbqAQDAb8PfueeeS77js2I27YcEJjfuLq84f6934BJfrzlf+90PJvUS650sFToqPizeQ6N/qU3pOjCpn3X7Bq1Nwbn0pqYqNcfpqqt++gxRjZU8zdu/aCalSAMAANA93slS1hQl1mxSpn4CNUpYZrteyRrDHH1XYPlrPI9n2pYrM7NBfs1uLrCjFo20+ltSXFy2tlkNsnOWr6Gsdq46s2P8g3AIAJhNahn+gN8Tg78993ncYeoFAPiBz449sxBsl1KYKHodk96jgvmtXazXHanvnT/S6LUmQZL2sxEzHiEKAAAAdEnbc6iairxCVVkpJpveU25rTfYSacbL9uH/jTIbOKEmGxxl9Ju0xHG/ZZncynHqz9DQV04zbkrtWdQkaeTjlg1TdsfxWszVaCnCsyH1zYptNqIgYWoL2TYAAKCvwPBXC8dKQY91klHXnYsNbvD4vANf8fWi97XffQFj7wNlvvBybRm7te5MihV17TtFwVS0xkysDAtoRGHFdWUiZVOxF71SRZJeqndRcMp6g5ECjxVwJbv3XTbsqVKJm9W/VgEAAGidQtljVN1YUqnucrmrVlBbaepS05rLmmM6TPspjYBaY2Bby+1lCxdrHvZcNoox2JNLDlLXYizZBwAAPKalmdw3HE8gzuevwLG3kPMBcAJnu3BYu8vK/Sb0+bz7ea/7228wu7TgcdzWujQaJVMrBerSeOq0O2UpMGs0LClVd5zUA4UZ5ZP6m854ZtMGG4VSrfOmiw+YQrIKp9zaie6NgZhtAADAB4pC8iY3x1YTNcZpyoslCb3wU+gsHmr+TEJUQ6JoPXMfwtbqzPZZHWj3clT7Eo9aWlBSK6QdAIC/wPBXC/cTp8/4Om1DNQR8u+qAK3ye43qRjGbGaDFlY4uKi87Pss57Xrp7pzekrXJKyyLPdIuqMuWmUpzyfwZP82xzVCOg9fjYrB0joxhj7/Np8UBvhI2XOcLtAAAAuKRFpyrb+mRWApsIQE4JaoyUK6mnfJ9R5k9TRgV5RaQv1QUSFu2vq9K6Rm2pBebFGZa9hDwFvQUAAOhAqs9auJ5U4hRIXsLSkK999xmPr3lPuw3cYZPYsOsWANDm9TRRO1OSRqpknwmkl2rab6GAapIKsiitmKyA7/eKKU2bEAQTfL7VTe/Z07SgAAAAPDP6iXnc3qgiU443blr8b6OZUGe4K5NLkrybTSouq2Fs3YtW7pve+V5KK3hzAwCA/oKIv6lkeoWD5mAxEj/x+ZoHwLe7LfC8ftCl0cvG57lVv+hJe9O3RDiRQjSRjh1baSd+d1tnmVJ3yqavwjMJAABA24Qdllac3jLZK8z/dSMyKdkGLHKjTywzwfSJh60hpBtE6QEAQOfA8Adq4LGE4hIMOwDAh4cNnnWgpcsol7WpwuXVvvHPpkbd526QqbZy213cf7p1Dn1Dq/zqOHUV7IkAAAA6QF2bz/i78jkncxlFgSYygpJEVCfspKyORVKgp3JK20wyAwMAAHgMUn3Wxt/Ug84TEvgqa/Vi0N00wt+7zecLHniL85vd7ydO61SxJFVMKdUIg0JK1Fyl+oK0UWKNviSSTaYALRgPsb/0yRtZpcDUrRGjQ029lRwTjH8bGBIqROvNcDpOi0ERO+vHo0vveW5aKNLA5+sYBEGyzmH1gqNxmUWwvCAAAHhCTvZoce1ly+rlen2l+ypSuEkmySWAEgeN4nWRdQY9/q3AiJeoOSwnfC4rKO6LdrlA8gshf0kZ0vYY6hFIuw4AmBF69WydHnybttM414GUCFqgk0F3euadX3MOiZSZzmp3WDcgX+84p5cdjH6TH3I1v1N3CqnaJcZKi/ImZfpQUiMroeSfVbk181/l1X3jb1lljJNovwk9f5BSCgAAgBfo1rZrVuC4vBbKTqIBO0rpWSm3Q5L2s8Qpq0ZbI2On4QfQcz0X0qwDAGYHGP5qgYnALT6bgYB3OL3cca8B3y47LFE/WdQET7rET+3XVvdAq2MVDY9dhFvUT2vjXwVSNsjkY6YjothoQ2fL6tigetmbUl42rqNfMxpnz2iNPnUMAACAY7qYzdtJyV1H0qtcW5G8lGqAoQWaTZw7oB5ZBytDmnXqmhkQFLrqAtYZBADMODD8TSPOvYScNwBMnCpJGsDsBLjirAMfL7sZeDmeCkqMWTW8ynOplQyRekUpl4we2i2SSgEa19pWKkzRZxe3Uc2IxNJ0SsGg8S3JCeo7S1IvcmYOqhv9WlI0wRURAADArGKbIrRczpJfDelANbJMoKYvbz2KUq1SSm4dUiBnhcFA/FWVZSYNtw5vaAAAUJ1+P917jFO9pPMZz3kDwMTBOfc3+slrC5AjfO13n9YzBSB/RTRao6WOYSyraBKf9WvoJaVnI/x6Qtgzj+pumsMxAf3qJwAAAJBgMmCpadc7NHIlVRVUrW5vXpGUmVT5ySSPNe/zJJzHJusO1I17URCM3bGya2sLfyqIUgAA0Bow/NUEcxGYOI4jv3DNg8nj61Xna7/7AMZ+MjSxoDWvuoNdlYNMyiTFg7xJCywzWKVr7SlGD/R4u8PbsZaqa0oeH1CoAQDAdNHpXM7rDVP6T27vrMrcB8PvnVRq6FuTzAVNEOJO0IHGJoidrhqmUK/YtNTuBlEuu0/jSmszJYIbAAD4Yvj77ne/Sy94wQvoXve6F933vvelX/7lX6Zbbrklt9/73/9+evCDH0yXXnopPfnJT6ZvfvObTtoLOqLXWqxZBUKRn+BmA2DW6IUs5Uq5MhF7o8ZlPVSNfjP6XC1K12k+SG+FSty9G7ymNPUYb1ER10dmt2cAADB7slRnNrjY6JclZQCcYfrQz86SkcdymTHjQldeQIr8FUXzTdCIVyVdKUILAQCeMDWGv+3tbfrRH/1RITS94x3voNe97nX0mc98hh72sIfRxsZGst9ll11GT3nKU4Rg9e53v5sWFhboQQ96kFYQq49jIci5DBa6rdntomcAeIRr1aCv97qv/e4Dsz32/ZKlbFDTNDUqxbymn7DL5dcCbMVGV1RIKrdV1EqxJo1uXZppocZ6dy4piTfshPz6ftM1ZgAA4DtTJUv1WKYwpU/XBuM1MH5Ga/VpjJvG/O1hr8fNSNmayLYOVUIIak8KErXGqT35//wZAADA5JijKWE4HNIVV1wh/pX86Z/+KV1yySX02c9+VnhSMb/5m79JT3/60+n5z39+ss9ZZ51Ff/AHf0Avf/nLW2qN48nK+VwZOK2ZlSbOh8ABodOsVyz4+jjqPcBxile3593Xa87XfgO/ZKluyK5zp/ma2j5eBy963gUTfYDL37O1SoPhlD8LWLnDirXk3y7rGg9nUDL6unVlpMd9c6NfFDugiyDIG/3aQw6xzX5TflUBAIBTZkaW6ngxupQ8lv23TmG1J6/U4sd+I2Slckmn7iIvhfJXgfwzaScsAADwialyMVWFK+ltpW4/fPgwffGLX6RHPepRyT7z8/PC++rf/u3fWmyJ7xKD63QIfuI20NHXUfcdnHfgG7N/zfdHlnKbzjPyHk/vKSL/qAdkXdt70agmEYDRfaWuINR6VYohr8i2pstIKp3bVUNgs4YEkzX6ZYyYxv1g9AMAgFaYBVlqEmkupTjD0pUMsHPr08qZFfLeYdXWX55yCoWB6nJKJNpExxUGHFr8ntp39l/JAABgIkxNxJ8O9pS68MIL6Qd+4AfE9+uuu078e+aZZ6b24+9f/epXjeVwSgY1LcOhQ4dKavZ9FvK9/z5G/IkWuDv3MxD4UBtf++01Pl/wYOZlqRZSd/aOcFRNaZQbA1ZERZ+k6kQYisIBBTSKnLMprWScOYKCdWhMhwhjmpKmlVNJZYy3nSqORJgdf9BE97HBM147KWQ/y6CrdRIBAAD4q5eqQA35i1OQJ44rfLzlPGXMotk1SQr1KHV6MNoiGm0n270y8FkgZJUW5BBp+6s6vJ3IaLH8VXgFFvUTFkcAwIzh1PD34he/mN73vvcV7vOJT3yCbne722mFq4985CPCY4rzpTOjUSTMzM2lu8XeVdILS8drXvMaesUrXlGzFwBMhsDnFrjvPAATBBc8mFVZqgWFS5IysuJ9oiihDLaayaI2QioohM2fxzigIFayhYMhBTRHYcD/Dpw3ux1MnkxVDX/1TmO7K9cUtSCOpSjyrG/xcV+keIMeCwAApluWMiUH761vYtH0mAu6a2Mxl3C8XvJoiwI2+G1vRsa/RM6K04/L9XUTeXIyo8qyXTbbxGQoklcyKQ+SfOjjTAXpTA2BVR11ZbTusTnfeBcHAMwOTg1/L3nJS5Kc5ybOOeec3LZXvepV9MY3vpH+8R//ke5973sn20899VTx7/79+1P78wLKp512mrGOl770pfSiF70o5Vl13nnnVeqLXyAaBcMOAJhdHD/j+/mW2Fv8k6XqXZ+py8plSs+k4lgBxeoU4Y3Oiir+206UUuFwjoLhPIVzIdFgSBQOZ0MXkeTkdNiESdRdZqBuuRHlZkgAAADTKkslNqsZIDtXCXGoiViQ5BSNjX6bG5HRb/sk0dZmkmxc1DBkZ6qB+DdZ+aiVXN9KispsB9VtDixinFEhWjYmlRNB+UeXjlxZETn5rULa8pJ+dnopG+vuLu06AAD0FaeGPxaIpFBky6tf/WrhCfUP//AP9KAHPSj12xlnnEHnn38+XX755fS4xz0u2f7pT3+afvRHf9RY5uLiovirQqQyCjw1vGGy9BPX1x2YPDjnTnD8Zt+Gz22Dyh0zfdf8NMtSXVLXozo6jiPuGtVuyHcUK6U4teeIU1BtU7C1QeHGUaKNEzQ6dlj8iWMHAxqu76JgdScNltdptLKLRguxtzjNJ9msuiZy+O7qnmBv+yCd5jObdmpaEKml3KexlUrHUTyNTNfTDAAA3OCVLCUSJ7ifrxi59l/TUoJwS8hTweYJCjaOUHjbXgqPHqTtIwdodPyImKODuXkarO2iweoOCpZWKFheI2LnKnas4nTqLU+YkT0tCsO3TYUZzdv5hrAcZi2KyYjGwrqqp1dvE1PV7cmbSnraZNOUypcAAODTGn+vfe1rhXDFHlUPfvCDtfs873nPo9/93d+lpz3taXTnO9+Z3va2t9FVV11Fz3nOc1pti9sXadcrvTlVC0+hWrYlhJsWDL6+4fqsO8XXzjv2RHRau/Pz7bwBXslSPj18xLoyaoQfe6OfPEbbt+2jE9dfTyduvpWOXLuPju87JHYbzg9p50Wn0+r5Z9PS2WfT8Nw7UjCYo3AwFysy2k1NVbs0zfNKeJZnNVwOFC4mp3vd5+5qdAOMfgAA0B2QpbpAutaXzc5sLGTDVZxQm2Wi7S0KThwmOnwrbd10FR244pt07Pr9dOT622jj6AlaXJ2npZ3LtOsOZ9HKuWfR/Cl7aLjnLCI2/iUpPycvDXTnWKVEtsWRfuOov0hOszq2eSvGTchsU7+XtKaFFgAAgL9MjeHv1ltvFakPVldX6ZnPfGbqt9/+7d+mn/iJnxCff+VXfoWuv/56kWqBvaWWlpboPe95j1BctYu/k4hLo19Uv6/423Pg6TWHSx44YXYtzv2TpTw4J0lqJZmCahSlnTpxmEaHDtDxq66kff/1bTp03c1023duoiM3HhVRh3OLQzr1ltPpzCOH6dTRSVo+9SwKFlYonGs5EkCJCqus5xHe1AUFV9aAaY6ta+Az1KnL5jWlV1Yhs9gnAADoA9MrS01hwpOM+JfKlsn7czRdOKJg6yTR0dtoa+91dOSKK+i6z36dDlx9Gx24+iCdOHqSlncu0tqpK3Q7zrBAI1oNQhqs7aRgYYkCTv05aaedjIhk+rm6U1Y2p6gyWEaDn1rLBCygFWSwxq1BWk8AAJgew9+uXbvoyiuv1P6mpmUYDAb0pje9SQhdBw4cEGkWeBuYFaZY+dcYn/vuL67je123wE9cj7vva/zN7jXvVJaKo93qHzutL/BxpJ8w+m1TwGvOHD9Im9d8i45eeSVd9fefow9dfh3ddOvx/KFX3EIPuPI2uu8tt9L559yOgoXVyPjXUsukp3ln0WEiym+kGD8Ld1aUVPYpqAI7tZf5eBGdOGk03vTZiEiZqgsAAECvgF6qbKm9dqQUKTUOM9tSSZBYttrapMHxA3Tym1+kmz/3dbriLy6nj11/mI5uKWke9x+npasO0gOvOkh3PDGiM0bbNHfKaTTkiL+5eSLOppCaowedzcE5qSOWwZKM50H+r0rpUWSf5TkQ0Y715C9zC6K/ZPSnKe040oECAGaQqTH8scLpggsusN5/eXlZ/AEwO0yNyARmxgiCa84JUe4af5F5aEDrQJZyCHulj7ZEes+tvdfSrV/+Bl331e/SP3/uerr18IbcKZMYKaCj+47S/m/tp3OPH6Hh5slK68jFZjfFCBY9W4qUconiqa5BUEQBloT4Ben1/fRaoWJtl9GJnJVWiaG4pAmZ743tyqJR/Un3CQAAoH1mVpbqkZOViOYTbdH8JtcG5B9F6vQTFN52E+393DfoO5//Dn1271E6sT3KyVWbYUjfPLxBpx05QXuObYzlKRvr2rQ445hEkCRDg+IWlROEyqIB28VUqum8mwuyWDwRAAA8ZmoMfwBETIHANZNBOK4jkDwGw+4fge8NcF0/mCWyqoAGcYfN1/fbZsPfCdq67Ra67cqb6KZv76Xrbj6m7pk7dntjmzaPbUYpQktanz+6KN9lQXtrp/w0KYh0Cqbxx7F3ueZYy7bInmb/tUYxeFpXpvuBHRegfwIAADBNyHkrMaC4d0LUah/ijSOZFlRE/J2k8MhtdOv39tK+a26lfSe2jOsCnhzFST354MFQMehZdLbmeOiyl5p+azTkOgNYIq9kBBetdc0gg3V4HaSKVkRB+ypVZzkAAAA6YPgD0wfmdQdAEe8nMPgCAKaXrJmszRRUlVoh1qBhr/QNGh07Qieuv46uveIGuuobt5TOu8PFIS2sLYh1aGg4TxQMjXsnepySLtokt7Q3/kU1h8GAgiStp2YXW6VaLs3SIPLqtzg2a3OrG3snU6AWV6YqSKsUjuUHAAAA9A1l/i4Kt3NMJMdFnwfh2PC3fes+2nvlfrrl+sOZI8bWpLlBQOevzNPOXau0uHudBksrsVzVbT8DVUCJBRP5MVd17fTjqoUujmAM1c+jXkctRuPQz7YBAMC0g7fPaST0t3oh33kqE/jab69xEZoCgGucXvO44XxjYmc8DCnc3qTw5AZtHT9JJ7e2hed5uh3p1swFRKdceBqd/YMX09zp51CwvE4hK6kKYJVRSv0T26gGZR7U4nf9HuJ4+cEGdY2YDtfJqUN6bMwKNuvUn7kdTSnDKi/UAwAAADRHrjNck0CuVeyIJLVnURMGA1pfnqe1JY5ryO84HxDtWJmnuz3s9nTm3S6i5fNvR4O1nUTzixTy+n6pzAPRZyHHxGvgpRyQGhrQRLChIhJIMcJWWrK2kdnIX8a+1FvnUC2u6OjemSCrL6YIAABTAyL+ppHA3+rrem/PAu5FEUR/+XfS+5jjBcw8Ts85LjhnpNZlC2bwUcNqo4CCwYDmlhZobX2J1ncsEh3dTH6L1WtCQbU8N6DbXbSHzr70XFq76AKilXUK5xeUiLHiFkcpsIpblDFXtYxU65gaoazvl/qLRqNJAqxoLON0XiUtrPej1WqDFQrFcwcAAMAEyFrPUuu+mWHpxCr6vkWS2tjuKL5IWUn9PSAaDmmwsk47z9tNp956kM48tEH7T26LNY7ngoBOXZmnHaes0Cln7aDT7nIhrZxzNs3tPpVofolIGP2UNYe1Fqms51RQLHgpSyXa2kuTvqS2mcc7KKjXKtVn8qO0PmbkL60t0CYHZ74eg1mxeAcn9KYhAADQKjD81cJ3bbTb/ns78s4vO29H3i2+WroZXHIA+IHQjMQPO9buBDM6xQ6HFCws0OIpO+jMc3fSsVsP0Vf2Hs3kpwxobX5AZ6wt0iMfeUc69d7fT6vfdycKl3ZSOFwUXu2spErUNWFPnZxFlqkgWt/QVLFIESqVbRlv+qB+I6MMV5HGzcopvmCn2kNj294ep94CAAAwe0QuRhK30Xx1p9Ak2H4woGBukYJdp9HpdzufaHSSNvcdoS/cdoK2wpBWhgO619nrdPZdz6ZT73Iu7bnP3UQGhcHaLgrZ8Dfkdf5kSvGGkXyGbbVSjldqTRSRWOzMJFN/KlbJlNEvStk+lrfacVSyi2CEDAQAAF0Cw18tfJ+cfO+/GxzpQtUWuDv3zo2eDvG1317j8wUPvDb6zSSREiUM5sQ6faxsmj/vDnTOQwa06w5n0FmXXEWHrztEWyc2xX47z99J6+ecSrsvOod23OUeNNxzFgU791C4EK1FExrW+LNqSTAeck4zpaM0JahNJcI1P+ytcUtEXmaag7UPAAAAzAwzIFslxq84FXkSkKfKKcGQwoVlGuw5h3b/0P1p/Y4X0zn3/z66z62HxM/DhXlaO+N0mt9zKs3t2kNzp5wm9g/n5kW0nzB2ddDmQRDQKF4rMXLSGq/zl12LOJVFVGP0FOUlv5VZRHlPdb1lZU1inSzWknwmz4mSwb4WqmzaH6kRAACmGxj+ajH5VAeZ6v2eCadbhq2N61Pu9Jp33Xlvcf2wcV2/n1Z+T0ddASMw+fGebTiqjVN80mBeeJgPdp5Ki+dt02B9Jw1Xd9KJOxyl7a2RUOgsn7GLFk/dTctnnE7D088lWtkhjH7hME5HVQE1zVRQ8d6WawVWRyqZ5NHy33yKqWQdwNSxynE2Lv9ZI6P6MxtcM5EMole9USy141EPAAAAzCQaMUH8k4gKA6LhHIWLazTYcxbNL6/QcMcOWjp6LBIjhkMaru+gwfIaBUsrFC5GTlRJes9UYdmKOpiLY/tf6rv8aCHy6LeGerlTfAjL067bVF4p/rBQNEvva1Gk3XrLFfKq5g+ueRwAAEwHMPzVBBkXHeLt3IwUq8C3m811/X52O/DaDgSjH+gITiU1nBPGqMH6bgoWFoXn+eIZZ1K4eTLaZzgn1qkJllYpWF6j0cIqhXOLRHO8tt9QYyizrTv+V83wVLS71APFxrPqtY41WaZ0n+O+pK1wKSejkoaq3ZKKpsSxXfktdYx98d1jaoDzhgEAAAD9JDJBxbIJO/gM5mjEUX87TqVgZQfN7Tqd5rd5/eT4d86UMOA/dp4axPKHzvFo/Lm2vGXR9sQvSmlF7XSXSQrPbC1RQtdo+b+yBZ+jVKEmxG9W6/uN64/sfjYLTdsbE0v3sOmr9lDIXACA2QaGv1pEyxu7U49CMeklznN94rrzD5xzN8Mu07E4qt6l8W/2g79AKfF6My2nXyqi/es9VpKE8jN7lo/itFJswIvWpKGVnTTYeXrGODgvlFjhYBhF+cXHRL/no+BE2qdsVJviaR0px0JO/KTvdxCnkKpl4EtXGtKAgnA795NeyRZXLvokPe9rtCBOASbHIPsI4XRb1kVVUELlG8Ft0I0yAAAA0A481bFKYBbTU9vIIYm8wmMQyC0h0XCRRosDCua3KdzeIgq3KeA5WQyYIhkUztPqGnd2cO3bhug2VRYT3xWXJLk52pKvT8gubQqnZTK1lH/U/VgmtRgPk6MVAACAfgDDX036mRpokolOPVVKuyRw3XMvR905rs+6U3ztvGPPQ78j2p03YDbp8VoznZ/xRPGjKHHYqCeUK4pCShq++Df2TBfGsDjKL6V4qdjilBGwaKeKpcdr+Yl0UoUplsypPgsj3uLfzEbDgqZZXG1Fo5mtsZtHMp41AAAA2iRj5JoCovTbYcNmS1mE5ad4dh1xqm82/I3irANybGQ6Ass8lLkF94LKAofqU6SmX1c/6dYvlN+tMcliRTKaroIW1/0zNSe3jRyBaD8AgAfA8Fcbf1/YXRr9ovo9xXnEH3BBah0A38D17ifOU30yuPi6GVffGGuEhFIq0TmxZkpvCBMGweQvyHigBwW1xAvHpLzLIyJ3rTCVXkr9PV+ejaSXiWo0ab9KNT/Kv9r0nzWjANNDod1H89FYpX0yKptrvVpEAQAAADCrSONfyU4lv8t5laPUQgoGIclUB5zzYCx/xTJJdhHkAomo6tytlSkUmSQrYWWNfjrbIlWSycZI+a/oOO2vNUWUtBSkEcYKxnriYlFLBk4AAOg7MPyBKcPXEKA+RPwBJ+CUe4jre911/S7xtd+gE+KoONX4F6l8RjrVUBzdJxJZVa5GlBxGqa9GHInH6h5Ztfg3+pI3N44TTbWy/p00VoqaWOEzMitX5PbYyFknus/cjrjbmQ4X6vca12kRSTDBFLYAAADANFDmblQ1+k2kHlf2j4x/SoaFMOPsV1R4KiW5HZFdMe8MlPWFKl1zWexTwflbyBgc6ZiRSXLWxzYEPk31OiNnjUQVNWu3T7sOWQwA4BEw/AEwNUAh7SVOA2VwzTnB9+her8NcwVQi1rczXbpKtF5K0ZTeJzJ6jQ/pwvV5HAGYTmdZlHGzKuXe5WrhRRVIA2K9/mW36TbkxyDozuI4rqT8WAAAAGCGKcwQ3rjwgVjjL7NRkSvYEBZqZAwl80Iu6XdBdaoDlox54yriH7N2t6KIPlmGdp+g6hjINPumFAdZ458bAaTt5Qzzhl3N7wAA4BFwOwVTBiZqN0AR7wyvL3lPr7vA9wa4rh/MMt2kK8+qbbJfswqVIPWXMvqlfm+nRepWtWbdXkZlU+3m6A5MmdyqHWraPygw9KU7bSipzetCN2AWg9hpOCIAAABQD5FO3Ban05i58iirQmbXnAeQFCbkvtahdobayyMZk6ozuzeKfFMYr7Kd7rB29e1kDOyscUbHsQot7cTNzVQo0nsCADwEEX8AAAugiAIuwHXnIz4nGgXdkuhwytZ/a1SJGt2nJ2/oixtWspafdRM07vTjr2PTp34tu7Sn+VgFVGIyTfqdTZ2lpDUV6ZeUlFrGFKCGlFoFqZnkGkFtRRAETVNKQbkEAABgBojWEK4Q/RatKly7vmapxtv0G22+Hq+UckxNyspbqvQR2R5beCOKBcBM0tF8A3KyaEmx8b/ZjKY2Wc/l8d0F32EtZQAAkMDwN4041oq6rF5RJ3kHlOEe4jzgDVcd8C3TJ675WSJRSlQ5JugmJrAOIt1UxcYEihIma+jMLfcSw+sCyl2bKWniNFm8to6oNLvAnsnQp6TWakELpKwwaGrluBWKY3i3SigAAADAb+rKZeWFBmJNvVSqcZMjVrL+cneIlfYUXygpX+iTveuP1+0n5TUrg6dJ6LN0qqpi8G2LnBkSGdABAKAxSPU5jQT+Vu+zPsZ9351bofyjm/wXFRvgEFxyfuLzNQ9aPw/9O6Mdt0hvV9Puk8pwVbtlZYqhbF4ty12rtcBqu7mP/btKAAAAgO6REV6tl1o/43WtWblEDsnm0lQyWo7bJVOvBxZZGkpaokbyWR6erBNoFJsCu3Ss1l5MGfktl+u9/tkoOsq5egMAADwDhr+aQB/tDggKGHngCbjZAfCQ2UjPo10Px5Q+KbW9+76ndEq65lSJfEt2NhyQ7bP4zpGMcYRf1bWDLNuabVFOv9c3lPEAAAAAakwkhSmxTYd0InNZ2BJzS+5lJujEENa4IXEpwUBr2JMkvyVySk3XqPg4ObTZFOqZ1ik1RPvVinpLKlMkHctIyXGbteGEldK8lrVbbeYMiPoAADAVINVnTTBPucPXRGy+9ttrylJzzDi45j2E16BwnmoRVx5oilz/Td00iHM+hfnP6j6q4kmWZXFH8B6DIKDtMDajBezdF62zw1XJ9FD8OcykizIpp7g8+y7H7Uz1Wea5UrU/aa2eVSopqYTT9Fn0SdkSZNb5K1KBRtX6O8cCAADwDJ53RSpwgxu7mBKrpxkvqG5ccG6dOTsDYba8oGE/xXtGmF5EpjSqryVLlda0ZljLr53U82q7lRTsJgOxcXs9E6zt+YIkBgAA3YGIv1o0Wa64BTwPN3S7/pM7XAtEng67WwK/z7rxpXTWCT2u3rnRD3iBuM6KlSy1bELaNElFyhKzC3gqCq5FrUnOw95QVDIOlZRyYzfuRIlmMmCaxkrxWI/GoPJJsNsrc4Kd2gCdz/UAAAD8oSiyq720n93MbBXSEWhFiDjTgFY+y/Y9a+yTcom5Zaa/yDGp2OiXlb00za5ONm+ozoCZ+67LxAA5BQAAphVE/NXE6dTn+7zrbf/dRqF4O+xeE3hev5/ddj7qzj1rnI8A6Bg+w6H4X367/ku9KD9WnIwdrbOVtadUyUe+lewvbXKm+jW6r0qticc28aUX3zVe9zmF21hNJpRyqbRVLaKx8qWykVYurMFDq4v+AQAAmFkCDxxQ2mmNZn5N5LQow0juN/WzzEqQ3SewlC15V5aF5L8ZeSFqXV74sElfXlvQNbp7jf+xysQAAABgaoDhrxZR6iS8qINJ4v6Kc9cC930HYJJ4fsX7GtYNWoWj94SsJrMaZYxR9QpteGdKRYrWCKjT9IxTf4aW6/ZkjYBCqZQxvGWfMJzSU9rCqq00V6KKSlJ9mjRZwUTOfb5K+6jAoO45BQAAAFqmSqrLKHRrlP7cA6TkoGtNdQMX94sll21lW/w9VL/zl1F6GY1k3s6kV88ZBNtJkib6ppF7KogllhUpIyysjoZzr8qeLaYyrSoNaU2R7QWeAgCA98DwV4uiIH/QNb6qxN0nwEO0oW+w4tT9decjvpr4JS5rx/Xe3biGFqaqyY1/pGgprs8uJi/bN0NftevdZUpOPMylwa+8D9raYu9yoecL9S2U1amNyUYA2ikXuQ7eN1ODNDaK/nB71DT5JUq28irjVFTjjuUNnqYTZoxznDzwqAcAAOAbsVCinbfl56ztrWi+trY2ZcLx1M3yQ2El6n55WSIsaIrqB5UrVQm4Uw1e2e/tyxtlJWsqh9wCAABTBwx/tYBi0CXejr57bTxwgcMgAlxufuL8vDtP9dmLUZgtlNRKlaPCumxWG/tk0nuOPetN5raiyTw+tsIwjFOJ6mvKbsu2QNV36Zpi+jn1ixgDqclTDJzK/RRaK5WMFWl3C41KtQpxi85udzxnAAAATBFtTVuqf1CJwU/d366BBgtbLuulrrKMdGTrQKSUr4pPqjSkNf6pRr9M7eltdr2PXHazuUZLjjeKpNnxKTS/popDDgQAAOgPMPyBKQPWLwC8UUridvcTtyE4eF11Mux2ygQnCGVTQINKzZPe4IM4cjpOL9UxwjPckM5UppeK7K9hKt1UXveVjvaTXudF8Fo5AUcqirRiNmsaZrbJtKYOvcnr11yQSqtofwAAAGBaaCHlZVGUX37faJ3kKulNowwDcVtTc7IsJLtd00KZfUH0V1rmKszbsdyYNCburDT+aXbXyFw1ZQRutzCmSkcsWXMRLH/FbWwxramN1AtJCAAAugeGv5qEXuvCXbbAY/GgBzYYp5X7eOp97bfvOD/vzhvgEPio9pIJGkk6rUm6hdsYxVIH2SuehLIodqGX6T7V5e6iJuSNfolneZs2WKF445o1Lu5JxfkKo4T61RtRdbk9G4Nm5QaUKdn+//buBFqOqk78+K/ekoQQwhYYkEWIIAgEZNgXCSCIeFQIEBWGZVgmwyY4HEBg/iigR2aAYR2UURmWQWSXRWdAgoBEIcgaFoMhrCGsAZK39evXr+//3Pu6+vVW3dXVy+2q+/1wHnndXd1Vt7b+vfur+ysSfgCAmDDfx02699tYUqo0/gmYttpnhU4E6uXvKr/4KrA9LYoA/XiscjSUDw3Dzr3y4leq9VD4wRWuCvMToTUXPmJoG1T2tNYcXf0TFABapDmXdDjI5veR/e9C+0sAx+5r6eou52q7ff5fSa6xvt2tL4BFHTzyzGn1bZfSKeveoi3bBWol+EqSXiEvdfcCek3yby0b0Vf53ygdcMELVZhRHL+CPlSPXQM3tQm7pzQ96ed/atjeSAAAbDAJsbCj17zOjLC9epOXlZak9CcggKxjpF/g49KLrEqSfkWTFcZPIWZTFDPm5Ldv4RVdpbGYv178i6YCV2qNC87qeC10cjPkdACA2hjxByAEwi/YwH7nIpfHG6JxlUZ95a+DLrinjI0r5seuOg++et6UWMq/Vk8X2dg9Xao1q1q/VaXkYOH7igt/hluexo/m8KMMSq8qN28LKHnqT9+6K8orlP3s5FK2AAD3VLzhXOtmVfqdHDQarMVLUr0st1/iMz82oiQpWPPTx1pVWGFBV2HIqrHnQsUdJlYMro7uhQl8KwbCXh0jO5tbjpzoBwDsIvEHxASd4Y5ydNCby/u87XbbnH+7EzKIoWaUnApIDFVLgIVaJhWxg63sJnvNSxQVpuAqvVY66q8r1+mk/1d3WRDzRv0uneDUj2vcS6ewnUFtjrgu6h006DVv0OH4BwR+OgAAyacjgkoFvytetFP4ux+LRJGPPXJzMCVGu8Qz99vL3fuu8hsLF6DsqzufHKsxxM0vs17xArTgOVZcGj8JGFjeswlXszWrnCsAoDNR6hOICbvhGL3x1jgch7vadNvtNjeEtzVv/vZE7b2kdUeJ19hcykorlV227dVRiqpOBW8fW/bxZalUWio/q6B8W4RFGG9DaedZhcdFZabGfy8vNWX7jBhVfSMFAABoJ/19W63kZyM3+gi8kMok9MZfiFpPoOZEpRmzojdWi4q8hpegPIoJP2KwLGrwan1CcMwUZvuVJ/3sxizkHwGg+RjxFxFpELiFjivAHRzvcEDBhdJluaooR0H+Q0z2Kvdc8Yg33cGir2L3H1XrsAk7u3xlJ//53HOmv8sf1Vj7AvU6517pQ/x2V7qevdo17uOdTlx1DgBAm1SpRtD493HlEuQmIigJC6rGJxUKItS3VOMxV77sepVSn2XJsqZVmRhbG9XGGgbdlzlyLGZGOta4oLNixQlLGq20AACoiMRfRHwpuVsGzxZX2+20quVIko993kH6PhiNlPdpzkJwtk0Isyd5ajy5VykF1a6draS+aPFeVvBIJwsrvl8/X//CBrW7fPHqPO6KVlxpSc/S8lN1diBGKO8Ztp3V3gsAQGKZi5GCCm827/u5K5dPrH6f3bF73wW9Vv5cjZFzJuFV6UKjSld7Vfscf1r/nstjv+u/TeoNGAvDvrG36kScqhl/NbVWQGEyU42N8TT3kw753rBL4m+jLKMjAKDjkPiLyOXvNNtdoq520NAR7qD8lXpucrXdTrOe9DMLYXsBkqnSZd6tmEUTPqPwQROu9S5IgnmicsPwCj/XdCiVlsf0/610BXrYOeeu5i+M24Lup1P4XLi+rdJPLFj7/rY2k4S7mWJxG9t3DHK0AwDcNTYezB8VVjne8BqPwQqrEPhP5Uan+eMCxy7WamTu1V4qHN1YPq1fHaHstYhZuMCYq0qAVfZK1Bi0SrxdPZ6sVoWitdGSw9c5A0DLkfiLxBRrEtfDQ7iE7W1tzbPqASRChV6fDlVc+rIZJ+HCLqCxzpjKia7S5F8u6Vfji6Cwe6d8TsWdP/6jwE/0c471NC/wc3Ilp/R2L32xrE3NqfFUT/KXr1cAgNMKkmJV4w2vOcm/0hKfRfmpppZ6LI+GJPhypZL3hF+K0pxiYYxVaT1U/eQKOcdoa6S06oL/dI2kX9WRkF7Lr8AjJgOA1iDxF4lfsdzVrydX223XWDhuc93b2+ddPtrgItf3eJuZIdfXfadp9B4zZZ+W75Noz15WR+dLhPKWuTlUuKJ87PfxilbF5aVK59IVsI5N+alcE/yRgLU6rZR0Fd8/J0S7apedqjIKIPgWRbU+MfCFkEWwAABIhNDlH6U5o9+qlfbMv6fekMh8TleuzyRbuRR5wbxMXFTxHnfRYrGxEqfjJearhYGl7y286MqLWoXBjKAMuH9hmPcGPg5P70WqzrhMrzcAQOvwt21Ebn8/xeBy/QRyeZ9zue12cazb4foeb7P9rq/75BjvPBlLXlV6Pfg91Z8LNffSLFm1+8MUdjRF6XTK3fsm8OP9JF7RLL38T+F0NWYTaoqxu8hEPZYqjYQMN/fCKattS45yAIAbvNgtjZ8Ia+73dYUYrFrSL2ICMD+vkt8qxR+tj0fCzKG5F9jVI8JtEwEAEZD4i8zlbym7bXc3FeE5Pn9HWd3h2eZwTfvGgqG1ijsTis9llTpiqnWP1NMxMVYqq+RNpVdSV52znzCsL9FV+lvlabzAORd2tEVSmOisY4WVlTzNv9dCj1BTy4wBAGBZQwmsOmcTasIQS1MYPpU/Vb/CuCI40ms4Fqv0iWUfXzCyr+JzYT8v1ALYS/rVTOqFbDMAoHGU+kTM2C53aREV6OAa9nm0nf5+IfHngprdIVE7QzxdVlN/fsBd90J9bHM6Y0zVp8L76QR0YhXlKBue6/iHmoitStmpMPcvbHgx6pzW0QgTAOAC/zs3So3sah+b+1/xx45VIigsNe5PbKLt8qcrfgkHxS51LZ0/w0rtD0yOjsUoUcqg6hjS3BqowmquVp2h8P1Br9W5IPW9uwmJ4tKEZ6VdjdEnANA+JP4icvsORDaXwOEuGctNt9oVbn+nt8PVdrvO+na3vgAWkfRrrRA3O+lQtY+IwgRflBmUd7ZETYyVpBqrLlXFri6vedu0asnPsnvK1DNfAADcUfM+u62Za3MuRMr9W3ZP4koTlV2IE3X+/gorTcCFLL1e9ln++6JUZKh+n8Oi2Rc+X2/TTaY1aE4RNbj9KecJAHZxsUVENvsm7PeL2F8CJymHt7qru5yr7Xa9/dbbbX0BLGrk3mQIu46tqHfoV6R5lL4xZPnLqh1QdS5QafmkKn1UhZ1K5ZONlwUNPdOgS/WDfoIWxkKnEh1TAAA3oqd6R4A1Zy4llS2Lnwgxm3qWpHbZ9UozCDNt7bisdIrC5pU2ufKnjQdm9cVgdb0pxGcVLnH0TwtqMwCgPRjxB8QFI4AAINmnWoyLUFqpGpPG8lTNwYaNl5QKuvK62sg4r2lX2+t2Kq+8vFSYjyjpOorW36e3W5XynoHvKXpcf8pRmXVb32wrfQ4AAIkX5bu69P0RBp5F/aquOyapWna92lwKLkQKzP0FxyjFlUR1qdPxuNPr9PKtTY67AQCdgcQfEBN2i+/RJWZN/CriNY2rBSdtt9vm/Fv+xzE6Q61SRE0afmU+pigHVtwJU/P9YRcldGmlEEm8oA6lGsmwSv0+ugtHhVuqkoGJXhM6FEPOuZ4r8AEAQHNU/a6ukPiKeP+3sfvVhYu9SudQsThA9ZmN/Vs0sy5z4ddYJrBGcstvownr2js+zY+/gmLP8KVe6y2rT6l1AEgyLusAYsJu15fD2SfbHO7zdLXptts9fnWshXk351Yi6HjVOhkaLytU84laFZwC31tlrl5QydiQO7VXqcOpvoUpKhlVWLGqSvGm8tfK5xNpa9RMIAZth6ClrT27KOcOzjkAgGTxGvyurlyAspl/oYQqARn5QqSAbGHYIKG0/EGExNj45H7J0YCmFL3WzD+A6oilq82bv8kAIPYY8RcRaRCLWPkWEPW5yfbYM9jhOX2S5yumXXIJscJSUxGvJq/wyTWKOVUu+zl2nXUT+J0oY3Wmxpeo6s41niAcuzdNI8sy1hJVIX1YWvSq9idFX4aqV5zXvK9h3XOLfOzaPuMBANA0paPeqpaCrPBd3eIr8Kx85/qVGSqUQg/13jCTFcZYBWHfeGypo7LS94S/qKtuYapRVBsB2aSYHABgF4m/iPgKtIVEhJtc3u420xCurnNYZW7WZQ97fbtXuF+QstbaD77i2h/tla3rdKnLftYzfcgyS4GlswpKTVX64DB7XsACj3cp1Xh7lbkUlviMNHrO345l2dTOLS4SvmwWAAD2dLX6y6qJ39V+AsyPJXRYoC9DGvs9XKBWFJOE/a4ujb/0ff70fP0LzMyCVYjFKsRgysRs0mS1486o1QuCP7BGXA0ASLzO/Wu8hmw2K/39/ZJOpwOnGRkZadn8XR4RYLft9NLYYXuPdzcwVZaTIEDbscs7E0uNC5H4ilgGKer1yuHfFzyV7nDKj7nLl4uq8FMQ2xSP0QuqCxVuuUN3HkWt5tXUY7VJoz0LV2uN1znVAACSE0u1UnO+MaMMIisLUWpViy9RFFd5AcFCaTnOijOIFoPWM23d9zQMNXVh40obWnVp6po7AKAzxTbxd+qpp8oqq6wiZ555ZtlrP/rRj2TNNdeUSZMmyRe+8AWZO3du0+fv8tegy223i5FfLvL0VYkAkMBYql3qTfKEv+K6RknOSj04lRJ/Rbm+wo6o+kt+Fk8eruFe6MRrhSebdWl6Ey5zL+vOCujnojsLAOBWLNXI92szb8DdnKLqdX1GbuRf4ePyC7BCzDHEdKXhXNgFbUrSr4nbiBuuA0ByxDLxd88998ijjz4qm2++edlrV199tVx88cVy5513miuvDjvsMPnGN74hixcvbtr8dXXu8grdaBtWPVxhypCQakebdzvnV7gba8B2LNVuEXJo4+9tcMYqRAktMzqwBWUxdReb5439lCxWxed1ObHSC971JOGWTL85QhvMe7ym3l9Gv6urwg/fqAAAJ2Opjim9XR57lMclDX5bB8UVdcVi0WKa0roNhXFV0PQtvq0iAMBhnfLtH9qSJUvkxBNPlF/96lcyceLEstcvv/xyOfbYY2XPPfeUlVZaSc4991xZe+215ZprrmluJ4q4zHKnqNsr3yI3OsM7ivW/AtjmLrK919mX/DXQCbFUp27FiBVFS4aUlXdaFZX9LFH5+VolP6svSsVPLLq4vSQR2Mw9P3SnXbVsLOPyAACdy4VYqilCxCRh4hKvob+ZvZpxWNBrtYRK3OXWQcWfStc9lT5u258m1EEHgKTpkRgZHR01V0qdccYZMmPGjLLXly1bJq+++qrsscceRc/PnDlTnnjiiSYvTfI7Bju17e6OgfIcn7+jrObe2OZw9YBL7r7fWbFU+3kBp9bC8pCRt77umTEjtUt+r/S4dO5lJToLxt1V6fGp9LH5/jNV2s7Kn1M4sq859DKXzTxgxsk91gAAyRTfWCoXHNT7lkbnWHG2IUpneo1EdqWTjE2nYyad5vOZhF8TSo2rFoY77cz7EZcBQLJYTfwNDw/XvNHxyiuvnC8FcP7555v66LqOeiXvv/+++XettdYqel4/nj9/ftXl0D++FStW1NUOtJMOzegkci/danv+FllstrJ8vNmev7v7u8X5j/01Hq8OEcs6PpayPnI5oD+jIC/VtjJLpfeZafTjcv/6HWqle69pU5j8W0va3khtVUb7AQDap+NjqWbxv5cDL0QqnT5agbAQqbgWycUeKjseS+jf643FGiyLau2vCbPcOvBTMS4FCwBITOJPB0o33XRT1WkWLFgg06dPlz//+c+mTrq+QmpgYMC8ls1mTYCma6ZPmTIl/x79fCH9uFIdcd+FF15ogrd6xKtbMEmd0jp4szRrp3mOz98ii/u77aSbp3uzXdz0rra7w5JEcRHnWMrmflH4kdWKTTY4lwgn8uYe/9WSf9Uu7K5rEaqOZgQAoLMlMpYK/G7OxRlVv7eDYpHgGMWPKSp9bLXXqn1Wc9Qbi3nBFyO14e+UpsyhrrjM4b87AcABVhN/ur552BrnL774orn6adttt80/NzQ0JAsXLpQbbrhBli9fLp/5zGfM8x988EHRe/XjddddN/Czzz77bDnttNOKrqzaYIMNqi6P29+Nllvv6sq3PQgIdri8zV1tu/V2W18Aq5o5Iqsd4hxLhee1rvRS0xXMNUpCrFVJzoDFqDQ3LybX9QMA0AzJi6XCRkB1Rkk1MnLV5lr4rlpzLQ2FvLYmwUrn5kVakiij/irGZHU3vs64jPKeAJBosRnPPWfOHHMFVeGPrqeub6isf+/u7pbVVltNttxyS3nooYeKrqr6wx/+ILvvvnvgZ+ubMU+dOrXoB+g4Vvui6dAD4IZ4pf3q42Is1fbtqXtoioYT6schw+3S6fTjOnt8vBqLVfoT9v1tY9aB9aUAACDZsVRgIFB/7FHPLKWdSb96YrEWtNtrQtLPa2U8RcwFAIkXm8RfWGeddZZcd911cuutt8pbb70lp5xyirkC64QTTmjqfadscj4F4+gKsLvfFd4C2wJHt7mz7Xac0xXzXG57YmOpBu71VqeuJiazmr7EVe9bF6ZDyk4yLHSnU1AHIgAADmpHv1TjQlwR1Ninlz/njcVrlX6aNvugmCvfRv+1au2ub4GixKD+krQsevIzqWGv/gIAJI7VUp+Nmjx5srkqqtDhhx8ug4ODpja6vqmyvvpq7ty5+XILibjvlTjO0RXg9H7n6Da3327qy9rgubzdrbfdvf2+PbFU/MtBVj8uwxR08qcJ6IiqOH21x40tTfM1Y67uHHcAgOSw1S/VHF4C/0YKikm8kpDMa8u6sROX+XMGALgs1ok/fWPloPIL+qeV4tt1lQCsfABI8B+JtkfV226/O7FUbZ1zRXL1vJ8Xbrhu6LbU1+5KHUr1djJZX8tVR0QCANC5OjuWiq/ol0CF+fD2xhxEOAAAGxJX6rNdJRc9h/Netkudusp2Vzhb3dqqB9q8y9k+29jFH+YtXLEWk3hh00rNST+1N2EZtGrrSDM2b0mitJukHwAAibx4qm2X9VS8x3LEOXdAKcyG7u8HAEASRvzZYvsL2P78PbdXgKPNtj1/Z1FjFS7tcp3wHYMWKSx1GSa925oej6Cio82fVdTyps1td+SPyi2GF/WNYW9WStIPAIAWaWap9XARQVARhNZXIgiqf2CWps7PCVuWvfJkDd2vPXL8BQBAOUb8RcLXMFwbB8M+7+74J7iH4x0t3LfCXkHttXZfLPzkls0lSlKrxe2uZzG8Vm9nkn4AAMRDyO/sZkQwzS/p2WCp9Tra3uiyk/QDADQTI/4aKoNmv2PGSeRB4Ap9uWAHlGiBW/wxWe5iDbScp687U8GXRDeQEPLLXmZDxAptKz2l56SyIaatdD1eXGs9hVnuWDYMAID4CHsf4jYIM/7Os7UOuBgJAJBAJP4iGCsiQGeFNc6uemcb7i6SfrCx2zm91kn6dcY5zovnabhqfaegIle5GVSdT8gr7BstL+V/VtNWf+dsRwAA0Bl/k3pWZu9Fez3CzKPmWvnTHwDQbCT+IuEORAAAJPs+dGj9um7hpzcpCWY+q66pqoxiNC+V3vSmeeuh3vvn1PosAADguA4ZCdec3F+UT2ngboN1BGb+otlf0wCAJOEef4gZ+yUq3KQcn7/rZY3dnL89yt35m0yN7fYjCfySnx1FL5Au51n4AwAA0NoAxJGYo3PaWVe6NFcdvdPCVgBA/DHiLyK3uyVtjobwr5hH29e70/O3SLk7ttlTcb23VYNcbbd0YqYGLrO+O7axvNTYm+l4AgAgsYKqD1SbvpFZKbcDQb8Mu690fViPMwEAidcZl8PEkNvf0Z71PnHAGS7v76623Xq7rS+AZa63P1ka7VSJVuCpmbxIU9fdbpJ+AAAkXL0XF3rWIyF7ybHmjMEr/BRT+KHwp2lzAQCgMhJ/iMDupVsERgDQSnG/PLdRrrc/OazEC35vjkVROpHoeAIAwAVhymHGtGRm/k1dHddrVJjkI+YCALQLpT4j3nfKZgk8m4U2x1gOohztk+2E/c7qzDsrdm8PV9vtOF0Gxm7ewHN8n7e+ALDMP/7sHoaNdwt15Sp6BZXaKjzPsNcDAOCQwt2QBw8AACXfSURBVCDADxSa+AdIYZnLKCU/G14UfwGszBwAgM5A4i+O972yOvcO6Je1vQKc3O/sJh1d3ebOtttxTv+tab3t1r/h0GT5fh/9r3In6Vf2cUGvNW0uAAAgPrzqN6Rr0hxMZB01/9aUuTfyfgAA4o3EXwOjr1wNBjyH2+6ufNhue0EAtJzlY93q8GLOdUnk1blrNeWOLqaXK2s/6de0TwIAAInUwqsOG02/tZf9cu0AADQTib+Ylly0O/bLckdSfCLHBK33sb0eVla9y0c7HNzqyrN9tmGfTyKTTstt2mylc6vXghtfm+RfpZlVmZ79DwAAJDAGqxh/VZpe59+aNefCDwpT+xwAgAQh8ReB7bDA/vw9t1eAo822PX9nUVcXLu1ynfAdg8RrQTWr4Dl5Smezc4+r9HaR9AMAAAlW7bZ7rbvvcGEM5tkMCgEAaDsSfw0UuwTcQTAMuMLyHT2Blmvv/l1wtXnQ6D+SfgAAIOHyZT89G/FZ04YRAgAQGyT+YlsMzWFkXeEK508zzq8A9+hLgK1/tbLfoUUCS0lZ3+kBAABajqLmAAC0D4m/SOgUtIr+MbjC+X3d+RXg3m5n/R4bfL+j1Wzv4wAAAAAAIOm6bC9APFEGDQCABBchAgAAAAAAAGKJxF8krncK2my/cnb1V7oJtiuUqxvd2XbnuLzTu6ojtjkjsgAAAAAAABBfJP4icb1T0Gb7PVGOrn7Ps5xwtcjdMbae7VVvmavb3TZleZ9391wHAAAAAAAANIp7/AGxYTfhClY9u50rPMuz5lwHAAAAAAAARMWIP8Rw9JejGIgCwAGc6gAAAAAAAIDoSPwhdvd6c7ZT2GrGU691Z9c80Fb2jzTbF3fYXwMAAAAAAABAXJH4Q92UxQyUvtebsyP+rGPNA24caZ7D8yfpCAAAAAAAgHgj8ReRw+POGI3hJN0R7+4+D7hFOTx7znUAAAAAAACINxJ/EZN+dsedKcdHg6D9XE51W+Ry/qVDlsBFNkd1G57N7c4+BwAAAAAAgHgj8ReBTvpZ7ZakX9JJNrf7WKrbYjLA0X1eeXbvamn9XmuubnfL87e53cfm7FluPRe3AAAAAAAAIL56bC8A6ud5dEq6yOZmt77HWV8AO+zf0dL2yC/b7bfDdqttjmm33fZOWQYAAAAAAAAgKkb8xXZMhsNY9XCF8/u68yvA0aHNtre77fkDAAAAAAAA0THiLxLb9/hzHKseLu3rTtf25WB3bq1bH+WpjzfbywAAAAAAAABEx4i/SFzvFHQ5EQG4dLrhWHcT2x0AAAAAAACIKxJ/kdApao9ydvW7PPBLubrRrY8+snyRg8s7vVWew9vc9Qt7AAAAAAAAEHck/iJxvWPQciLC0dVvtwKe3ftuuVta19V2d0rZR7i5zW0nHwEAAAAAAIDoSPwhAjpF3aM74zuhQx5A4ln/iuFcBwAAAAAAgPgi8QfEhfXOcABoPUXeDQAAAAAAAIiMxB9id683Z/NfDpf6BFyiHF8CrwPWAAAAAAAAABBXPbYXAHFkLwPl7r3ebGO9A+4cbfaXAAAAAAAAAEA0jPgDAARg5BVsIPEIAAAAAAAAREXiLwL7xSZtzx/ucbrIqj2WV7mynoBhn3NzrdtcAsoaAwAAAAAAIN5I/EUsN2m1W9J+rywc2+46AWS1zKqj+7zy7CZcrd9rzdXtbnn+Nrf72Jw9y623nfAGAAAAAAAAouMefzHkebY7JXXXLEmgdrO52W3vcfYXwA6TbFUOr3jr5zo73Gx1Ydvtpj5dXv8AAAAAAACIP0b8xXZMhqvdoi6vd9tY91aQhXCPcnynU57rGwAAAAAAAACIjMRfA4UPYYNnvU/aXax4K6jt6x7XDzXP4RHtAAAAAAAAQINI/EXEeACLWPlwiHK03CVgB8cbAAAAAAAA4o3EXyR2x/vZz3spt6vAWaI6YMuj/Rzd3Q1n93jl+Dne6tw7YwkAAAAAAADgFs/1xN/o6Ki8+OKL8tprrwVO8/bbb8tTTz0lK1askKTxHF8C++13Nd1MZzjay9Vj3X7DOce7wPVYCgAAoBHEUgAAoJPFLvF31113yfrrry8HHHCA+dl3333lo48+yr+eSqXk4IMPls0220yOOOIIWWeddeSqq66yuszJQwLIPV4nZCMAuMD6V0zyz3XEUgAAAMRSAAAguXokRv74xz/K7Nmz5Re/+IUcc8wx5rlHHnlE3n//fZk2bZp5fP7558uTTz4pixcvlnXXXVfuvvtumTVrluy4446y0047WW4BAABxyLx5DufdLLe/xYilAAAAiKUAAECyxWrE33nnnSf77LNPPumn7bnnnrLlllvmH1933XVy3HHHmaSfduCBB8pWW21lnkezJLdDFEEo9ekm60OvYIXr5/hkt59YCgAAgFgKAAAkW2xG/A0PD8u8efPk0ksvlb6+Pvnb3/4mn/nMZ/IJPm3p0qVm9N92221X9F492u/ZZ5+t+tn6x7d8+XLz72B2VIayo5JS+kfJsMpKWinJFGRNs8qTbuVJSnkyQSkZzIpMGh0VyWRERkakezgt2aFhmTiYkt7+QZEJ/TI62i3D6W7pH8zIwOCIDPYPS2pgQNKDgzIyNCSjwwMyqt+XHpLsyJCoTEpUZljUaNr8+J3xSv+X8UR1d0l2JGWmzaa7ZXTYk0xKyUhvRoYHlQwNeDLYNSL93rD0ZXtlVKUlnR2U7v4ByQwMychgSgZSaelPj8jASEYGRjNFbdftHlZK0iorI4XdosqTXiXSpTwZUmPryxsdFZXJyIT0iGSH0zI6NCyjA0NmXl53v4x6fdKX7ZH+ESUDAxkZ6h+U1EBK0oMDkknpdqdkdHg41/ZUSdszIiqbW4Jc2zPDubZPkNH0oIwOZyXTm5GRIZHhAU+GukdksDcj/d0j0jvSLV0TuqSnr1+kf0CyA4OSHhqWvlRahtIj0m/aPjrWdrPNdbuz+e2eza15vd095UmXEkkpMW3vynZJ7+io9I5kROXa3j2Ukh7d9omDIn39ks5MkFRXWvqHRmWgPyVDZrsPychQv2RSwzI6PCSjut35tg+XbHc9Yy+33btFZXrH2p7W7xMZHVaSSYmkh7IyPGFUhvpFBnpHZWKmWyZmesRTKelJ9UtXv97XhiQ1NCzD/nbPZGQwoO0ZpWTUX+t6PZh9faztvWaf96R7NCPZTEa89Ih0p9KSHkpJemBIevV6lj4ZSXdJn0pL/+CIDAzp7T4kw4P9Zn/PpPQ+P1il7SN6xmPzH+3ObXfddj19r4yme2Q0pduelZGhjKQGumVoQkYGJC39XWnT9vTokPQO9ovqHzT7Y0Zv9+G0DKRHZDBwuytJy9h21/u73t49SqTb/Oh9flQm5vb57pGMeMMjkk2lRQ2mZMLAoHi9AyI9/TIsK6RvWEn/cEYG+1Nmmw8PDsvIkL/Pj8hoOnf85tueHt/nTcOzorysqEyXOSb0/p41+7tue0YyE0clPdglqUlZGerJmO2ujzOvR+8yaenu020fkMzgkAwODcvAcFoGc9u9vO25c53Z03LHmjnOx9o+lDvP9Wa7pCeTka6RjGTTI+KlhiU7qPf5QenpH5DRCX0y1DUiA6pX+vvHznND5ljX231QMil9rOv9dzCg7SPj+3zX2LGu9/ux7a7brkzbR4Y8SQ9mJTUxK4P9ymz3iaM9Mmm0VyYO9knXgD7eB815LpVruz7WB8va7p/js+Ycny04x+v1MHaOF5mQFfO+rkxGsiMZ6RoeEW9oWNL6HK+3u17XaqJkshOkbyAjAwMjMjiQzp3jB2RkKJXb7sPl5/hc2/OU3t49Jef4Lhkd7jLH+siQ3u5ZGRrokkEvLQMqLX3esHhdGRnJpsx2zwwMSka3PTUsfWZ/zx3v2fG2+/u7v8/75/isEhnOb3d9jhezv0vuHK/0Od5s9yHp6R8cO8d39Ul/16j0ZUT6zbE+kDvH6+NuQEbNdh/ObfeUKH+757a5yuqzjV6G7NjlBvlzfE9uu/vneCXDep/vGZHBnoz092akZ6RHvF59DuwTr39A1MDYdu9PpWVw2D/Hj7dd7++F290/x5v2K8/86O84vY56sp45x+t93j8XxpGNWErPpxU6YQvYvvOui213td2ut9/VdndC222139V2d0r7W9l2Py4glmpOLOXyfupy+11tt8ttd7XdPtrffmz3zt3f64mlrCb+Fi1aZDqXqtl+++1l0qRJ5j5+IyMjsmDBAnP/Pn3vvldffVV22WUXufnmm2XNNdeUjz/+2LxH/16o8LVKLrzwQlMitNSRb75cuxF6HWdyP0O555aJyEJJPt32kdxPSkRWiMh7IvKKiMxr/ez92VqRzf3ohRjMPee3vQ0KUgPtl80tQOFCVD+Mm8ZPulujcxJ+FlRv909yv7/QvkXwd7dSf2xX2/2/RXXbl4rIU+3Z7uN/Aot8KBYGu6YKTjj662Rxe2bvX2wxIJb432+pgu833fa/tGf2hdu91AOtnLEqafvy3Hlu8Xigteqqq0on6PRYapNNN43cNgAAkEzEUuFjqU2JpQAAQIRYymri7/bbb5f//d//rTrNrbfeKuutt5709vaaxw8++KA899xzsvbaa8uyZctMZ9Xpp59uSnn606RSxemgoaEhmTBhQuA8zj77bDnttNPyj7PZrOnc0p1cntee6wpWrFghG2ywgbz99tsydepUSSIX2qjRzmRheyYH2zJZbGxPfUWVDq70KLlOQSzl1jHuQhs12pksbM/kYFsmC7HUGGIpu/tEu7nQRo12JgvbMznYlsmyosP7pawm/s455xzzE8a0adNk5ZVXloMOOsgk/TSdmJs9e7ZJDmp6RXd1dck777xT9F79eMMNNwz87IkTJ5qfQquttprYoHeSJAcfrrRRo53JwvZMDrZlsrR7e3bKSD8fsZSbx7gLbdRoZ7KwPZODbZksxFL0S9neJ2xwoY0a7UwWtmdysC2TZWqH9kvpWxjFgk7o7bvvvmVJvSVLlshaa61lfp88ebLsuuuucu+99+ZfHxgYkLlz55r3AgAAuIpYCgAAgFgKAAAkn9URf/W64IILZLfddpMf/vCH5t/58+ebe9Lcdttt+Wl+/OMfmySfLt+py4BeddVVZoTgnDlzrC47AACAbcRSAAAAxFIAACDZYjPiT5sxY4b8+c9/NqP8LrroInn99dfl0UcflVmzZuWnmTlzpjz88MPy5ptvyhVXXCFbbrmlzJs3T6ZMmSKdTJca1QnN0pKjSeJCGzXamSxsz+RgWyaLK9uz2Yil4s2V/Z52JgvbMznYlsniyvZsNmKpeHNlv6edycL2TA62ZbJM7PDvFE/pOwICAAAAAAAAAAAAiLVYjfgDAAAAAAAAAAAAUBmJPwAAAAAAAAAAACABSPwBAAAAAAAAAAAACUDir80GBwflhRdekBdffFGGhoYqTjM6OioLFiww02WzWYmr9957T5599llJpVIVX9ftf/rpp+XVV1+VuHv88cflmWeeqfjap59+Kk899ZQsWbJE4kjfBnTRokWycOFCSafTVbf3X/7yF1m2bJkk6XjV++jixYsl6fTx+Nxzz1XdT/W+8PLLL5vpMpmMxNlf//pXmTdvngwPD5e9NjIyYtqop4nzbXD1ttTtCDpu+/v7zbnpjTfekLhaunSpacNbb70VOI0+J+lzkz5HIRmIpcYRS8UDsRSxVOG+QCwVH8RSY4ilkodYahyxVDwQSxFLFe4LxFLxQSxlOZZSaJsrrrhCrbLKKmqLLbZQm2++uZo6dar62c9+VjTNM888oz772c+q9dZbT62zzjrqc5/7nHrhhRditZU++ugj9fWvf11NmTJFbb/99qY9t99+e9E0d911l1p11VXVJptsYv7ddddd1Ycffqjiul27urrUZpttVvbaxRdfrCZNmqS+8IUvqJVWWkl9+9vfVsPDwyou/vM//1NtsMEGatNNNzU/06ZNUzfeeGPRNJlMRh177LGmnXrfnjhxovrBD36g4u6WW24xx6hutz5uZ86cqT7++GOVNB988IHZfvo43GabbdQaa6yhdtppJ7Vo0aKi6fRjvX3XWmstteGGG6p1111XzZs3T8XR888/ryZPnqwzeur1118veu3RRx8151593tL7+1ZbbaVee+01FSdLlixRe+21l9mm+hw8ffp0df/99xdNc91116mVV17ZnLf0v/vtt5/q6+tTcfqe0W3Ux+h2222nVl99ddPWN998s2i6c845x5yT/HPTnDlz1OjoqLXlRuOIpcYRS8UDsRSxlI9YKj6IpcYRSyUPsdQ4Yql4IJYilvIRS8UHsVRnxFIk/tpk8eLFppNZd7YWfnl5nqfeeecd8zidTpsO2qOOOso8zmazavbs2SZJGJeOSr2cOomnf/wkyYoVK4qSRW+//bZJgl166aXmse5s1gkH3da4efbZZ01i7B//8R/LEn+PPPKI2b4PPPCAeaw7pNdee211/vnnq7g477zz8vunphPV3d3d6qWXXso/d/nll6vVVltNvfLKK+bxY489pnp6etQ999yj4koneiZMmKB++tOfmsfLly83J+gjjjhCJc3TTz+trr32WnP+0QYGBtS+++6rdthhh6Lp9OOvfe1rJtGrnXTSSSZBpqePE728elueeeaZZYk/fS7Sic3TTjvNPB4ZGVH77LOP2mWXXVRcpFIpteWWW6r9999f9ff355NkOpHt08evPo7987J+XV9kcsIJJ6i4OOWUU0xy9pNPPslvV/09oi+u8N1xxx3mOH788cfN45dfftkk8a+++mpry43GEEsRSxFLxQexFLGURizVuYil3EQsRSxFLBUfxFLEUhqxVOc6JQb9UiT+2mT+/Pmmk3nhwoVFSSP93IIFC8zj3//+9+bxq6++mp/mueeeM8/pZEoc/O53vytqUyUXXXSRGZ2hT16+66+/3iSL/IMlDnSSQCf77rvvPvX973+/LPF35JFHqp133rnoudNPP92cFOJKJ310wkAninxbb721Ov7444um08mSAw44QMXVBRdcYJK0hQn3a665xlyZ4SdTkuymm24ySWudRNL08ayP68IRfkuXLjUjXUtH83a6o48+Wp188snq4YcfLkv83XzzzWb/1okw39y5c810f/3rX1Uc3HDDDWa76Assguik50YbbVT03CWXXGJGafsJ4E536KGHqq9+9atFz+mLZvbee+/8Y52o1qPPC+mLNPQIQcQTsdQ4YiliqU5HLEUs5SOW6kzEUm4ilhpHLEUs1emIpYilfMRSnenQGPRLcY+/Ntlhhx3kkEMOkRNOOEF++9vfyr333isnnXSSHHnkkTJjxgwzjb4f3qqrriqf+9zn8u/bZpttZMKECea1OHjooYfks5/9rGmTviecrrtceg8t3Zatt95aenp68s/tuOOO5p5h+r6GcaG339577y1f//rXK76u27nddtsVPafb+eabb8onn3wicaTbpO9Buckmm+TvhfbSSy9VbGdc9tlK9LJvu+220tXVVdQmvS/rfTrpdN3p9ddfXyZOnGge+9uycDuvu+66Zpo4bedbbrlF5s+fLxdddFHF13VbNtpoI1lzzTWLtrv/WlzOwXrfXW+99cy9ZF955RVznIY5N+l7/sXlnqunn366uX/hv/3bv5k2X3nllXL//ffLueeeW7Od+h66cb5/rsuIpcYRSxFLdTpiKWIpH7FUZyKWchOx1DhiKWKpTkcsRSzlI5bqTKfHoF9qPPOClvI8zyT9/umf/knOOOOM/MbVO4fv448/Lupw9unn9GtxsHTpUll99dXly1/+srzzzjsmmbd8+XL56U9/KrNnzw5sp/84Lu286aab5Mknn5RnnnkmcJpa7dTrKU4GBgbkuOOOk5kzZ8qXvvQl85zetjoRWKmdcdmWlehl14mTuO6jOnFXmnAvNGnSJNl+++0rvvbYY4+Z4/Xqq6/OP6fbPHnyZPO+TtnOer97/PHHq06zxhpryBZbbGF+X7x4sXz3u9+VuXPnykorrRT6mF1llVWkt7fXWjv1MVbrgogNN9zQ/PjnYN2+nXfe2RyzOpmnE3/XXnutfPWrXzXT6LZsvPHGHbV/v/vuu2YbVbP55pvLtGnTzO9bbrml/MM//IP5Dp0+fbq88cYbcvDBBxft10HnYL0++vr6zIU2iBdiKWIpjVgqHoiliKV8xFLtQSyFMIiliKU0Yql4IJYilvIRS7XHuwnslyLx1yY6k/uVr3zFJIy+853vmOeuu+462Weffcxrm222melcTqVSZe8dGhoyo/7iQLdBZ7t14kAnOrULL7zQjGzcddddTTKlUjt1G7U4tHPZsmWmbT/5yU/k6aefNs8tWbLEtGHevHnmwNdJvbi3s5Bux4EHHijpdFpuu+028weDptvovx7XfbaSuG87fcx98MEHga/r0Xq333572fP62D3ggAPkxBNPNBcpFK4PnUjU5aH9bW97O+t5n3XWWVWn2W233eTf//3fze+6Pfvtt5/5YtXHqZ9Me+qpp8yFGPpLutJ21xcv6B9b7XzttddqtvOoo47Kby/dBp3c1MepvthCbzN9scmhhx5qghAdVHTi/q2TuJdeemnVac4//3xzUYl28skny5/+9CezfnSCVyc4dWLz8MMPl7vvvttM04ntRGOIpYil4nwcE0vFa9sRS40hliKWIpZKFmIpYqm4fR8XIpaK17YjlhpDLEUslbLYL0Xir03+7//+z3S4+kk/7eijjzadlw888IBJ/OkSmR999JFJrvgbX4/Y0CM+/NEcnU6Xyevu7i5KGhx//PFyzjnnmFFIOvGn26k73gvp0YFaHNqpD1hdgvXWW281P5ou36kTgrqDXpcR1ElO3U6/XT79WHdGr7POOhIXOuGjk35vv/22PPLII7L22mvnX9P79GqrrVaxnXHYlkH0ttNlEuO6j9511111v+f55583FyLoq1Uuv/zysvWhR9i9//77+X1XJ8vee+89a+tjypQpZeeRavR+qxNffhJNn1c1nRg87LDD5F/+5V9MO++4446iBKceQacf22qnLttZTzv1OVgnwvwR1rod//zP/yz/8R//YZKdu+++e+C5SbPVzoMOOsj8hKVLZusEtW6rvz/oBKh+Tu+r+nsoqJ366qygUZ/obMRSxFIasVQ8EEsRSxFLtRexFMIgliKW0oil4oFYiliKWKq9Dkpiv1Rb7iQIde2116re3l716aef5tfGhx9+qLq6utTNN99sHr/22mvK8zx1zz335KfRr3V3d6ulS5fGYi3OmzdP6d3q7bffzj+3YMEC85x+Tbv77rtNO9944438NGeeeaZab7311OjoqIqj73//+2qzzTYreu7HP/6xWmuttVQqlSq6qee+++6r4kIvu75RqW5b0D54yCGHqD322CP/eGRkRG244YbqjDPOUHF1yy23lB13p5xyitp4441VEj3//PNqzTXXVCeddFLF1/V5a+LEieq//uu/8s/94Q9/MMe1fm8cPfzww2b5X3/99fxzTz31lHnuT3/6U/65K6+8Uk2ePFn19fWpONDn1wkTJqjly5eXbauFCxeax7/85S/N9vz444/z0xxzzDFqxowZKi70ss6ZM6fouXPPPVetvfba+cff+9731CabbKIymUz+uR133NHcgBnxRCxFLKURS8UDsVQxYiliqU5DLOUmYiliKY1YKh6IpYoRSxFLdZoZMeiXIvHXJrqDdf311zcJEt0x+5vf/EbtuuuuJpFQ2EF7wgknqHXWWUfdeOON6rrrrjOd8aeddpqKk1mzZpmdWLfx9ttvV1tvvbVpt7+T6+Tebrvtprbddlt15513qosvvlj19PSoG264QcVVpcSf3uY6AaaDqnvvvddsR90h//jjj6u4+MY3vqFWWWUVsx0fe+yx/M9bb71VlNjViZHjjz/etPPggw82J7l3331XxZXeV3fYYQfzc9ddd6kLL7zQ7KO33nqrSppFixaZBPXuu+9etI31T2HS+vzzz1dTp05VP//5z80FCXrfPuyww1RcVUr8abNnz1bTp09Xv/71r9U111yjpkyZon7yk5+ouMhms2rmzJlq7733Vvfdd5/ZVjrIOOCAA/LT6O261VZbmW2uz9PnnXeeSXTr6ePiF7/4hTkmL7jgAvX73/9eXXLJJeY89KMf/Sg/zZIlS9S0adPUt771LXNuOu6448z2fOmll6wuO6IjliKWIpaKD2IpYiliqc5GLOUmYiliKWKp+CCWIpYilupsv4hBv5Sn/9f6cYXQ9D23dAk9XVddD9f94he/KKeeemr+ppCaHgr6s5/9TH73u9+Zab75zW/KnDlzpKurKzYrUZcqveqqq+TBBx+USZMmmXrGuqRp4RBWfZ+tiy++2NzXaerUqWYorG5rXF1zzTXy2GOPya9+9auy4bu6lOBLL71k7qv23e9+V3baaSeJiz333NPc36yU3if1fRsLy0Redtll8tZbb5mytWeeeaZsvPHGEme6FKQu2zp//nxTzvTYY4+V/fffX5LmoYcekh/+8IcVX9NlLwvL0l5//fVy5513mmNc37NU789xqC1fybPPPmuWv7SNum1XXHGFuU/exIkTTcnMI444QuJkcHDQ3C/vj3/8o7kJ9F577WXKffr35PRvMKxvQKzvU6pvLKxf9++fFxe6TPavf/1rc579u7/7O5k1a5a5kXIhfQ9AfRwvWrTIlDE97bTTZMaMGdaWGY0jliKWIpaKD2IpYiliqc5GLOUmYiliKWKp+CCWIpYilupsD3R4vxSJPwAAAAAAAAAAACAB4jOMDAAAAAAAAAAAAEAgEn8AAAAAAAAAAABAApD4AwAAAAAAAAAAABKAxB8AAAAAAAAAAACQACT+AAAAAAAAAAAAgAQg8QcAAAAAAAAAAAAkAIk/AAAAAAAAAAAAIAF6bC8AAARZtmyZPPjgg3LIIYdIT0/t09WSJUtk3rx55vfPf/7z8vd///exXrkvv/yyLFiwwPy+3Xbbyaabbmp7kQAAQIwQSxFLAQAAYqmo6JcC4osRfwA61qJFi+TQQw+VVCoVavonnnhCjjzySLn77rvl+eefl7h75ZVXTFvmzJkjDzzwgO3FAQAAMUMsRSwFAACIpaKiXwqIL0b8AUiUyZMnyy233CJJMGvWLPOz+eab214UAADgCGIpAAAAYimNfikgvkj8AUi0gYEBue+++8zvEyZMkOnTp8s222wjnuflp3n//ffl4Ycflu985zvyl7/8Rd58803Za6+9ZM0118xf4bRw4ULZeOONZeutty4rL6pHF66++uqmtOikSZPKyiL87W9/k/XWW0+23XbbiiVLq30+AACATcRSAAAAxFIA4oXEH4BEGxwcNOUyteHhYZPY0wm2+++/X1ZeeWXz/AsvvGBKit50003y7rvvyiabbCJf/OIXZaWVVpLDDz9cHnroIdl5551NglC/dscdd5j3XXbZZfKDH/xAdtttN/PZH374odx2222yxRZbyNDQkBx22GEyf/582X777WXx4sUm6aeTkBtuuGF+2ap9PgAAgG3EUgAAAMRSAOKFxB+ARFtrrbWKSn/qBN3uu+8ul19+ufzrv/5r0bRbbbWV/Pa3v80/PuWUU+SZZ54xo/b0iD3tnnvuMf8qpeS8886TG2+80ZQ+0N544w355JNPzO//7//9P/P7a6+9ZkYB6umPOuoo85l+IvKss84K/HwAAIBOQCwFAABALAUgXkj8AUg8nXR79tln5a233pJUKiUbbLCBPPnkk2XT6aRc4Xv+53/+xyT3/KScdsABB5h/dalQndB78cUX5Zvf/KZ0d3fLRhttZH70e6+//noz4k8nEvVj/bPuuusWJQ6rfT4AAECnIJYCAAAglgIQHyT+ACTaBx98IPvss498/PHH5v55U6dOlVdffTVf5rOQTsz5VqxYIZ9++ql8/vOfD/xsPdpPJwv16ME99thDZs+ebUqG9vX1mfnppKAu/1lo//33l5GREVM2q9bnAwAA2EYsBQAAQCwFIF5I/AFItEsuuUSmTJliRvzpUXna9773PXniiSfKptWj+Hw6Mdjb2yvLli0L/Oz99ttPXnnlFVPOU98z8NRTTzVJxbPPPtvcz++II46QY445puJ7w3w+AACAbcRSAAAAxFIA4qXL9gIAQCu99957sskmm+STfvoef4X38QuiE3d77bWXKcdZyB/Bl06n879Pnz5dTjzxRPnWt75lEoo6offlL39Zfv7zn0s2my16/zvvvBPq8wEAADoBsRQAAACxFIB4YcQfgEQ78MADTflNnZxbZ511zL339Ci7adOm1XzvZZddJjNnzjQj+2bNmmU6vu6++2557rnnTAJxl112ka997WuyzTbbyPvvvy833XSTKfupXXnllea9X/rSl8z8R0dH5eGHH5Y11lhD/vu//7vm5wMAAHQCYikAAABiKQDxwog/AB1LJ+e+/e1vmxF0Yen7591yyy3yzDPPmMcHHXSQ3HXXXfLuu+/K008/LSeffLL88pe/lH333Tf/Hp0Q1PMptcUWW8gLL7xg7t+nR/LpUXpz5841r62yyiqmfKi+R9/jjz8uH330kdxzzz1y9NFHm9f18y+99JIcfPDBZr5vvvmmHHvssfmkX63P115++WXTFn3PQAAAgHoRSxFLAQCA6IiliKWAuPKUUsr2QgBAM8yfP9+MotP0KDo/CRdXv/nNb+TWW281v+t7BX7lK1+xvUgAACDBiKUAAACIpXz0SwHxReIPAAAAAAAAAAAASABKfQIAAAAAAAAAAAAJQOIPAAAAAAAAAAAASAASfwAAAAAAAAAAAEACkPgDAAAAAAAAAAAAEoDEHwAAAAAAAAAAAJAAJP4AAAAAAAAAAACABCDxBwAAAAAAAAAAACQAiT8AAAAAAAAAAAAgAUj8AQAAAAAAAAAAAAlA4g8AAAAAAAAAAABIABJ/AAAAAAAAAAAAgMTf/wcPNrXXnI0svQAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1800x500 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2 km east-west: sum over the map  V =     22.1    -23.2i Jy\n",
      "                analytic         V =     22.1    -23.2i Jy   (|V| = 32.0 of 1556 Jy)\n"
     ]
    }
   ],
   "source": [
    "u0, v0 = 2000 / LAM, 0.0\n",
    "L, M = np.meshgrid(np.radians(ax_deg), np.radians(ax_deg))\n",
    "cosp, sinp = np.cos(2 * np.pi * (u0 * L + v0 * M)), np.sin(2 * np.pi * (u0 * L + v0 * M))\n",
    "re_num, im_num = np.sum(img * cosp), -np.sum(img * sinp)\n",
    "Va = cyga.visibility(u0, v0)\n",
    "fig, axes = plt.subplots(1, 3, figsize=(18, 5))\n",
    "e = (ax_deg[0] * 3600, ax_deg[-1] * 3600, ax_deg[0] * 3600, ax_deg[-1] * 3600)\n",
    "axes[0].imshow(cosp, origin=\"lower\", cmap=\"RdBu_r\", extent=e); axes[0].set_title(f\"fringe pattern cos 2π(ul+vm), spacing {np.degrees(1 / u0) * 3600:.1f}\\\"\")\n",
    "axes[1].imshow(img * cosp, origin=\"lower\", cmap=\"RdBu_r\", extent=e, vmin=-img.max() * 0.3, vmax=img.max() * 0.3)\n",
    "axes[1].set_title(\"sky × cosine: the sum is Re V\")\n",
    "axes[2].imshow(-img * sinp, origin=\"lower\", cmap=\"RdBu_r\", extent=e, vmin=-img.max() * 0.3, vmax=img.max() * 0.3)\n",
    "axes[2].set_title(\"−sky × sine: the sum is Im V\")\n",
    "for ax in axes: ax.set(xlim=(90, -90), ylim=(-60, 60), xlabel=\"l  [arcsec]\", ylabel=\"m  [arcsec]\"); ax.title.set_fontsize(10)\n",
    "fig.tight_layout(); plt.show()\n",
    "print(f\"2 km east-west: sum over the map  V = {re_num:8.1f} {im_num:+8.1f}i Jy\")\n",
    "print(f\"                analytic         V = {Va.real:8.1f} {Va.imag:+8.1f}i Jy   (|V| = {abs(Va):.1f} of {cyga.total_flux_jy:.0f} Jy)\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d3cfe276",
   "metadata": {},
   "source": [
    "## 5. Visibility over the baseline – and the dish as a low-pass filter\n",
    "\n",
    "Along one direction of the uv-plane, $|V(q)|$ tells how much flux shows structure on the scale $1/q$. The known sources of notebook 01 fall off at very different baselines; at 54.5 kλ (11.5 km) only compact components survive.\n",
    "\n",
    "A **single dish** of diameter $D$ is an interferometer of all the baseline pairs within its aperture: its transfer function is the **autocorrelation of the aperture**, which for a uniformly illuminated disc is `otf_circular` – non-zero only for $q < D/\\lambda$. Right: the autocorrelation of a sampled 3 m disc computed with the convolution theorem (FFT, $|\\cdot|^2$, inverse FFT) against the formula."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "bc27525d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-01T10:18:12.184490Z",
     "iopub.status.busy": "2026-11-01T10:18:12.184257Z",
     "iopub.status.idle": "2026-11-01T10:18:13.361587Z",
     "shell.execute_reply": "2026-11-01T10:18:13.360570Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1600x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "dish: transfer at half the cut-off 0.390 (formula 0.391); cut-off D/λ = 14.2 λ, the project baseline is 3,833 times longer\n"
     ]
    }
   ],
   "source": [
    "fig, axes = plt.subplots(1, 2, figsize=(16, 4.8))\n",
    "q = np.logspace(0.5, np.log10(1.5e5), 600)\n",
    "for name in (\"sun_21cm\", \"cas_a\", \"cyg_a\", \"tau_a\", \"vir_a\", \"w3oh_masers\"):\n",
    "    s = SkyModel.from_json(CFG / \"skies\" / f\"{name}.json\")\n",
    "    axes[0].loglog(q, np.abs(s.visibility(q, np.zeros_like(q))) + 1e-3, lw=1.8, label=name)\n",
    "axes[0].axvline(U_PROJECT, color=\"k\", ls=\"--\", lw=1); axes[0].annotate(\"11.5 km\", (U_PROJECT, 2e5), xytext=(4, 0), textcoords=\"offset points\")\n",
    "axes[0].axvline(3.0 / LAM, color=\"0.5\", ls=\":\", lw=1); axes[0].annotate(\"3 m dish D/λ\", (3 / LAM, 2e5), xytext=(4, 0), textcoords=\"offset points\")\n",
    "axes[0].set(xlabel=\"q = baseline / λ  (east-west)\", ylabel=\"|V|  [Jy]\", ylim=(1e-1, 1e6), title=\"visibility amplitude of the known sources at 21 cm\")\n",
    "axes[0].legend(fontsize=8.5, ncol=2); axes[0].grid(alpha=0.3, which=\"both\")\n",
    "sec = axes[0].secondary_xaxis(\"top\", functions=(lambda x: np.degrees(1 / np.maximum(x, 1e-9)) * 60, lambda a: 1 / np.radians(np.maximum(a, 1e-9) / 60)))\n",
    "sec.set_xlabel(\"angular scale 1/q  [arcmin]\")\n",
    "# aperture autocorrelation\n",
    "N, dxm = 512, 0.05                                   # 25.6 m grid, 5 cm cells\n",
    "xa = (np.arange(N) - N // 2) * dxm\n",
    "XA, YA = np.meshgrid(xa, xa)\n",
    "A = (np.hypot(XA, YA) <= 1.5).astype(float)          # 3 m disc\n",
    "ac = np.real(np.fft.fftshift(np.fft.ifft2(np.abs(np.fft.fft2(A)) ** 2)))\n",
    "ac /= ac.max()\n",
    "sep = xa[N // 2:]                                    # separation in metres\n",
    "axes[1].plot(sep / LAM, ac[N // 2, N // 2:], \"o\", ms=3, label=\"autocorrelation of the sampled aperture\")\n",
    "axes[1].plot(sep / LAM, otf_circular(sep / LAM, 3.0 / LAM), lw=2, label=\"otf_circular\")\n",
    "axes[1].set(xlim=(0, 17), xlabel=\"q  [wavelengths]\", ylabel=\"transfer\", title=\"3 m dish: transfer function = aperture autocorrelation\")\n",
    "axes[1].legend(fontsize=9); axes[1].grid(alpha=0.3)\n",
    "for ax in axes: ax.title.set_fontsize(10)\n",
    "fig.tight_layout(); plt.show()\n",
    "i = np.argmin(np.abs(sep / LAM - 0.5 * 3 / LAM))\n",
    "print(f\"dish: transfer at half the cut-off {ac[N // 2, N // 2 + i]:.3f} (formula {otf_circular(0.5 * 3 / LAM, 3 / LAM):.3f}); \"\n",
    "      f\"cut-off D/λ = {3 / LAM:.1f} λ, the project baseline is {U_PROJECT / (3 / LAM):,.0f} times longer\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "92c203ec",
   "metadata": {},
   "source": [
    "## 6. Correlation and cross spectrum: XF and FX\n",
    "\n",
    "The correlator multiplies the two station signals. The **cross-correlation function** over the lag $\\tau$ and the **cross spectrum** are a Fourier pair (Wiener–Khinchin):\n",
    "\n",
    "$$R_{ab}(\\tau) = \\langle a(t+\\tau)\\,b^*(t)\\rangle \\;\\longleftrightarrow\\; S_{ab}(f) = \\langle A(f)\\,B^*(f)\\rangle .$$\n",
    "\n",
    "Two ways to build a correlator follow:\n",
    "\n",
    "* **XF** (correlate, then Fourier transform): multiply for every lag, average, transform the lags into channels – the classical hardware correlator;\n",
    "* **FX** (Fourier transform, then multiply): transform blocks of $N$ samples of each station, multiply channel by channel, average – the correlator of notebook 05 (`Accumulator`).\n",
    "\n",
    "Test signal: a common noise signal of power 1 received by both stations, station b delayed by 3.4 samples (`fractional_delay`), plus independent receiver noise of the same power – correlated power 1 of a total power 2 per station, correlation coefficient 0.5. The lag function peaks near −3.4 samples (between the lags −3 and −4); in the cross spectrum the delay appears as the **phase slope** $2\\pi f\\tau$ – which resolves the fraction of a sample."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "e5084a03",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-01T10:18:13.365296Z",
     "iopub.status.busy": "2026-11-01T10:18:13.365016Z",
     "iopub.status.idle": "2026-11-01T10:18:14.076732Z",
     "shell.execute_reply": "2026-11-01T10:18:14.075375Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1900x460 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "XF: mean |S| 0.992, delay from the phase slope 3.395 samples\n",
      "FX: mean |S| 0.939, delay from the phase slope 3.397 samples\n",
      "lag spectrum: peak at k = -3 (integer lags only); true delay of b: 3.4 samples\n"
     ]
    }
   ],
   "source": [
    "n, d, nlag = 2 ** 18, 3.4, 64\n",
    "s = (rng.standard_normal(n) + 1j * rng.standard_normal(n)) / np.sqrt(2)\n",
    "a = s + (rng.standard_normal(n) + 1j * rng.standard_normal(n)) / np.sqrt(2)\n",
    "b = fractional_delay(s, d) + (rng.standard_normal(n) + 1j * rng.standard_normal(n)) / np.sqrt(2)\n",
    "lags, R = lag_correlation(a, b, nlag)\n",
    "S_xf = xf_cross_spectrum(a, b, nlag)\n",
    "acc = Accumulator.create(nlag, \"rect\"); acc.add(a, b)\n",
    "S_fx = acc.visibility() / acc.window_power\n",
    "f = np.fft.fftshift(np.fft.fftfreq(nlag))                  # cycles per sample\n",
    "inner = np.abs(f) < 0.45                                   # band edges excluded (fractional delay near Nyquist)\n",
    "\n",
    "def phase_deg(S):\n",
    "    p = np.unwrap(np.angle(S[inner]))\n",
    "    return np.degrees(p - 2 * np.pi * np.round(p[np.argmin(np.abs(f[inner]))] / (2 * np.pi)))\n",
    "fig, axes = plt.subplots(1, 3, figsize=(19, 4.6))\n",
    "axes[0].stem(lags, np.abs(R), basefmt=\" \"); axes[0].set(xlim=(-12, 12), xlabel=\"lag k  [samples]\", ylabel=\"|R(k)|\",\n",
    "                                                       title=\"cross-correlation function (lag spectrum)\")\n",
    "for S, lab, st in ((S_xf, \"XF: FT of R\", \"-\"), (S_fx, \"FX: <A B*>, N = 64\", \"--\")):\n",
    "    axes[1].plot(f[inner], np.abs(S[inner]), st, lw=2, label=lab)\n",
    "    axes[2].plot(f[inner], phase_deg(S), st, lw=2, label=lab)\n",
    "axes[2].plot(f[inner], np.degrees(2 * np.pi * f[inner] * d), \":\", color=\"k\", lw=2.5, label=r\"$2\\pi f\\tau$, τ = 3.4 samples\")\n",
    "axes[1].set(xlabel=\"frequency  [cycles/sample]\", ylabel=\"|S(f)|\", title=\"cross spectrum amplitude\", ylim=(0, 1.1))\n",
    "axes[2].set(xlabel=\"frequency  [cycles/sample]\", ylabel=\"phase  [deg]\", title=\"cross spectrum phase: slope = delay\")\n",
    "for ax in axes: ax.grid(alpha=0.3); ax.title.set_fontsize(10)\n",
    "axes[1].legend(fontsize=9); axes[2].legend(fontsize=9)\n",
    "fig.tight_layout(); plt.show()\n",
    "for S, lab in ((S_xf, \"XF\"), (S_fx, \"FX\")):\n",
    "    slope = np.polyfit(f[inner], np.radians(phase_deg(S)), 1)[0] / (2 * np.pi)\n",
    "    print(f\"{lab}: mean |S| {np.abs(S).mean():.3f}, delay from the phase slope {slope:.3f} samples\")\n",
    "print(f\"lag spectrum: peak at k = {lags[np.argmax(np.abs(R))]} (integer lags only); true delay of b: {d} samples\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eb0d4061",
   "metadata": {},
   "source": [
    "Both correlators give the same phase slope. The FX amplitude is lower by about $(N-\\tau)/N$: a block of station b contains only $N-\\tau$ samples that belong to the same signal as the corresponding block of station a. That is why the FX correlator of notebook 05 removes the delay **before** the FFT (`correct_geometry`, `fractional_delay`); then both correlators agree in amplitude, too.\n",
    "\n",
    "**Computing cost.** Per sample and baseline, XF needs one complex multiplication per lag ($N$), FX one FFT of length $N$ per station block ($\\tfrac{N}{2}\\log_2 N$ butterflies per $N$ samples) plus one multiplication per channel. For many channels and stations, FX wins by far – one reason all modern correlators (and the software correlator here) are FX."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "65650532",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-01T10:18:14.079728Z",
     "iopub.status.busy": "2026-11-01T10:18:14.079502Z",
     "iopub.status.idle": "2026-11-01T10:18:14.168021Z",
     "shell.execute_reply": "2026-11-01T10:18:14.166571Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FX after removing the delay: mean |S| = 0.998 (XF 0.992; correlated power 1, FX before: (N-τ)/N = 0.947)\n",
      "\n",
      "channels N  XF mult./sample  FX operations/sample (2 stations)   ratio\n",
      "        64               64                                7.0       9\n",
      "       256              256                                9.0      28\n",
      "      1024             1024                               11.0      93\n",
      "      4096             4096                               13.0     315\n"
     ]
    }
   ],
   "source": [
    "b_comp = fractional_delay(b, -d)                       # delay removed before the FFT\n",
    "acc2 = Accumulator.create(nlag, \"rect\"); acc2.add(a, b_comp)\n",
    "print(f\"FX after removing the delay: mean |S| = {np.abs(acc2.visibility() / acc2.window_power).mean():.3f} \"\n",
    "      f\"(XF {np.abs(S_xf).mean():.3f}; correlated power 1, FX before: (N-τ)/N = {(nlag - d) / nlag:.3f})\\n\")\n",
    "print(f\"{'channels N':>10s} {'XF mult./sample':>16s} {'FX operations/sample (2 stations)':>34s} {'ratio':>7s}\")\n",
    "for N in (64, 256, 1024, 4096):\n",
    "    xf = N\n",
    "    fx = 2 * (N / 2 * np.log2(N)) / N + 1\n",
    "    print(f\"{N:10d} {xf:16.0f} {fx:34.1f} {xf / fx:7.0f}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "96c34520",
   "metadata": {},
   "source": [
    "## 7. The delay beam: bandwidth and residual delay\n",
    "\n",
    "A residual delay $\\tau$ that is not removed turns into a phase $2\\pi f\\tau$ that rotates across the band. Averaging the cross spectrum over a band of width $B$ (a continuum visibility, or the zero lag of the correlation) multiplies the amplitude by\n",
    "\n",
    "$$\\left|\\frac{1}{B}\\int_{-B/2}^{B/2} e^{2\\pi i f\\tau}\\,df\\right| = \\left|\\mathrm{sinc}(B\\tau)\\right| ,$$\n",
    "\n",
    "the Fourier transform of the flat band (section 1) – the **delay beam**. Its first null lies at $\\tau = 1/B$: 500 ns for the 2 MHz of the B210. The geometric model must be better than a fraction of $1/B$ before averaging over the band; this is why notebook 05 searches the delay first and why the horns of notebook 08, with delays of a few ns, need no search at all. Simulated: the zero-lag correlation of two noise streams with a residual delay, for the full band of the samples ($B = f_s$)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "5f7faf28",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-01T10:18:14.170929Z",
     "iopub.status.busy": "2026-11-01T10:18:14.170673Z",
     "iopub.status.idle": "2026-11-01T10:18:15.621697Z",
     "shell.execute_reply": "2026-11-01T10:18:15.620066Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1100x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "B210 band 2 MHz: first null at 500 ns; amplitude loss 10 % at 130 ns residual delay\n",
      "geometric delay of the 11.5 km baseline: up to 38.4 µs = 77 times 1/B -> delay tracking is essential\n"
     ]
    }
   ],
   "source": [
    "taus = np.linspace(0, 3.0, 61)                             # residual delay in samples (1/B for B = f_s)\n",
    "sim = []\n",
    "for tau in taus:\n",
    "    bb = fractional_delay(s, tau)\n",
    "    sim.append(abs(np.mean(s * np.conj(bb))))\n",
    "fig, ax = plt.subplots(figsize=(11, 4))\n",
    "ax.plot(taus, sim, \"o\", ms=4, label=\"simulated zero-lag correlation\")\n",
    "ax.plot(taus, np.abs(np.sinc(taus)), lw=2, label=r\"$|\\mathrm{sinc}(B\\tau)|$\")\n",
    "ax.set(xlabel=r\"residual delay $\\tau$  [1/B]\", ylabel=\"|V| / |V(0)|\", title=\"delay beam of a flat band\")\n",
    "ax.grid(alpha=0.3); ax.legend(fontsize=9); fig.tight_layout(); plt.show()\n",
    "B = 2e6\n",
    "print(f\"B210 band {B / 1e6:.0f} MHz: first null at {1e9 / B:.0f} ns; amplitude loss 10 % at {1e9 * 0.26 / B:.0f} ns residual delay\")\n",
    "print(\"geometric delay of the 11.5 km baseline: up to\", f\"{11_500 / C_LIGHT * 1e6:.1f} µs = {11_500 / C_LIGHT * B:.0f} times 1/B -> delay tracking is essential\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "84b26543",
   "metadata": {},
   "source": [
    "## 8. Summary\n",
    "\n",
    "| relation | statement | where in the chain |\n",
    "|---|---|---|\n",
    "| shift ↔ phase ramp | offset source → visibility phase; delay → phase slope across the band | notebooks 04, 05 |\n",
    "| similarity | small structure ↔ long baselines | notebooks 01, 02 (baseline choice) |\n",
    "| convolution theorem | dirty image = sky ∗ dirty beam; dish map = sky ∗ antenna pattern | notebooks 06, 07 |\n",
    "| van Cittert–Zernike | V(u, v) = 2D FT of the brightness | every simulator |\n",
    "| aperture autocorrelation | a dish is a low-pass filter up to D/λ | notebook 02, theory notebook of the teaching material |\n",
    "| Wiener–Khinchin | cross spectrum = FT of the cross-correlation; XF ≡ FX | notebooks 03, 05 |\n",
    "| flat band ↔ sinc | delay beam, first null at 1/B | notebooks 05, 08 |\n",
    "\n",
    "## 9. Selector\n",
    "\n",
    "Delay, number of lags/channels, correlation coefficient and whether the delay is removed before the FFT; *Run Interact* compares lag spectrum, XF and FX cross spectrum. (Needs a running kernel.)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "326af8b3",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-01T10:18:15.624449Z",
     "iopub.status.busy": "2026-11-01T10:18:15.624224Z",
     "iopub.status.idle": "2026-11-01T10:18:15.726913Z",
     "shell.execute_reply": "2026-11-01T10:18:15.726070Z"
    }
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "aac4dcb3cc5b48f7b657b6e535d6e8d3",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(FloatSlider(value=3.4, description='delay [samples]', max=30.0, min=-30.0), Dropdown(des…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import ipywidgets as widgets\n",
    "from IPython.display import display\n",
    "\n",
    "def run_corr(delay_samples, n_channels, rho, remove_delay, n_samples_log2):\n",
    "    m = 2 ** n_samples_log2\n",
    "    g = np.random.default_rng(5)\n",
    "    s_ = (g.standard_normal(m) + 1j * g.standard_normal(m)) / np.sqrt(2)\n",
    "    k = np.sqrt((1 - rho) / rho) if rho < 1 else 0.0          # receiver noise for the correlation coefficient rho (signal power 1)\n",
    "    a_ = s_ + k * (g.standard_normal(m) + 1j * g.standard_normal(m)) / np.sqrt(2)\n",
    "    b_ = fractional_delay(s_, delay_samples) + k * (g.standard_normal(m) + 1j * g.standard_normal(m)) / np.sqrt(2)\n",
    "    if remove_delay:\n",
    "        b_ = fractional_delay(b_, -delay_samples)\n",
    "    lg, R_ = lag_correlation(a_, b_, n_channels)\n",
    "    sx = xf_cross_spectrum(a_, b_, n_channels)\n",
    "    ac_ = Accumulator.create(n_channels, \"rect\"); ac_.add(a_, b_)\n",
    "    sf = ac_.visibility() / ac_.window_power\n",
    "    ff = np.fft.fftshift(np.fft.fftfreq(n_channels))\n",
    "    fig, axes = plt.subplots(1, 3, figsize=(19, 4.4))\n",
    "    axes[0].stem(lg, np.abs(R_), basefmt=\" \"); axes[0].set(xlabel=\"lag  [samples]\", ylabel=\"|R|\", title=\"lag spectrum\")\n",
    "    axes[1].plot(ff, np.abs(sx), label=\"XF\"); axes[1].plot(ff, np.abs(sf), \"--\", label=\"FX\")\n",
    "    axes[1].set(xlabel=\"frequency [cycles/sample]\", ylabel=\"|S|\", ylim=(0, 1.05 * max(np.abs(sx).max(), np.abs(sf).max())))\n",
    "    axes[2].plot(ff, np.degrees(np.unwrap(np.angle(sx))), label=\"XF\"); axes[2].plot(ff, np.degrees(np.unwrap(np.angle(sf))), \"--\", label=\"FX\")\n",
    "    axes[2].set(xlabel=\"frequency [cycles/sample]\", ylabel=\"phase [deg]\")\n",
    "    for ax in axes: ax.grid(alpha=0.3)\n",
    "    axes[1].legend(); axes[2].legend(); fig.tight_layout(); plt.show()\n",
    "    print(f\"mean |S|: XF {np.abs(sx).mean():.3f}, FX {np.abs(sf).mean():.3f} (correlated power 1, coefficient {rho:.2f}\"\n",
    "          f\"{'' if remove_delay else f'; FX expected (N-τ)/N = {max(n_channels - abs(delay_samples), 0) / n_channels:.3f}'})\")\n",
    "\n",
    "display(widgets.interactive(\n",
    "    run_corr, {\"manual\": True},\n",
    "    delay_samples=widgets.FloatSlider(value=3.4, min=-30, max=30, step=0.1, description=\"delay [samples]\"),\n",
    "    n_channels=widgets.Dropdown(options=[16, 32, 64, 128, 256], value=64, description=\"lags / channels\"),\n",
    "    rho=widgets.FloatSlider(value=0.5, min=0.01, max=1.0, step=0.01, description=\"correlation\"),\n",
    "    remove_delay=widgets.Checkbox(value=False, description=\"remove delay before FX\"),\n",
    "    n_samples_log2=widgets.IntSlider(value=17, min=12, max=20, description=\"log2 samples\"),\n",
    "))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python (interferosim)",
   "language": "python",
   "name": "interferosim"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.1"
  },
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "state": {
     "11710df7154141339f70d1b0e1a7dbe6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "27d8db2c8c9d4f1486b638dbef364128": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "2e3c5e6903cb4beba74f7f45f6ff5e98": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "2.0.0",
      "model_name": "ButtonStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "2.0.0",
       "_model_name": "ButtonStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "StyleView",
       "button_color": null,
       "font_family": null,
       "font_size": null,
       "font_style": null,
       "font_variant": null,
       "font_weight": null,
       "text_color": null,
       "text_decoration": null
      }
     },
     "3755257e16c14b2e82f89187a09bf375": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "2.0.0",
      "model_name": "SliderStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "2.0.0",
       "_model_name": "SliderStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "StyleView",
       "description_width": "",
       "handle_color": null
      }
     },
     "4e626df06b1c499b98779f045c6a1ae5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "2.0.0",
      "model_name": "SliderStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "2.0.0",
       "_model_name": "SliderStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "StyleView",
       "description_width": "",
       "handle_color": null
      }
     },
     "5db6fce292c14d7ba37f83beddd58423": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "5e03a0a569ed49eeb9890e00f9c632da": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "60509cd534c147ebac29b30a8ff5f478": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "2.0.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "2.0.0",
       "_model_name": "ButtonModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "2.0.0",
       "_view_name": "ButtonView",
       "button_style": "",
       "description": "Run Interact",
       "disabled": false,
       "icon": "",
       "layout": "IPY_MODEL_f8373f99f7074a41b90aa4d28709a7e8",
       "style": "IPY_MODEL_2e3c5e6903cb4beba74f7f45f6ff5e98",
       "tabbable": null,
       "tooltip": null
      }
     },
     "61c439e37baa4ccdab3a806c865af015": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "2.0.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "2.0.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "676beb7135904b669468b9b398e03e0c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "2.0.0",
      "model_name": "FloatSliderModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "2.0.0",
       "_model_name": "FloatSliderModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "2.0.0",
       "_view_name": "FloatSliderView",
       "behavior": "drag-tap",
       "continuous_update": true,
       "description": "delay [samples]",
       "description_allow_html": false,
       "disabled": false,
       "layout": "IPY_MODEL_5db6fce292c14d7ba37f83beddd58423",
       "max": 30,
       "min": -30,
       "orientation": "horizontal",
       "readout": true,
       "readout_format": ".2f",
       "step": 0.1,
       "style": "IPY_MODEL_4e626df06b1c499b98779f045c6a1ae5",
       "tabbable": null,
       "tooltip": null,
       "value": 3.4
      }
     },
     "8e6af5d00611434f8bf86e98bc0fab9c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "2.0.0",
      "model_name": "DropdownModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "2.0.0",
       "_model_name": "DropdownModel",
       "_options_labels": [
        "16",
        "32",
        "64",
        "128",
        "256"
       ],
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "2.0.0",
       "_view_name": "DropdownView",
       "description": "lags / channels",
       "description_allow_html": false,
       "disabled": false,
       "index": 2,
       "layout": "IPY_MODEL_9b92218f8ddf4e20859cd371c31f07e5",
       "style": "IPY_MODEL_61c439e37baa4ccdab3a806c865af015",
       "tabbable": null,
       "tooltip": null
      }
     },
     "9814dba1d5d24b64b5cfd4ff9738e835": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "2.0.0",
      "model_name": "CheckboxModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "2.0.0",
       "_model_name": "CheckboxModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "2.0.0",
       "_view_name": "CheckboxView",
       "description": "remove delay before FX",
       "description_allow_html": false,
       "disabled": false,
       "indent": true,
       "layout": "IPY_MODEL_f59bbcde22184131b771c16a84e8d970",
       "style": "IPY_MODEL_9a0c22aedf9f4101839239588e120977",
       "tabbable": null,
       "tooltip": null,
       "value": false
      }
     },
     "9a0c22aedf9f4101839239588e120977": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "2.0.0",
      "model_name": "CheckboxStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "2.0.0",
       "_model_name": "CheckboxStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "StyleView",
       "background": null,
       "description_width": ""
      }
     },
     "9b92218f8ddf4e20859cd371c31f07e5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "bcfaf8adb44c48d49447afb14ca065bb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "c4230a34182f4e4dbfe8f1e0a5b7f22f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "2.0.0",
      "model_name": "IntSliderModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "2.0.0",
       "_model_name": "IntSliderModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "2.0.0",
       "_view_name": "IntSliderView",
       "behavior": "drag-tap",
       "continuous_update": true,
       "description": "log2 samples",
       "description_allow_html": false,
       "disabled": false,
       "layout": "IPY_MODEL_5e03a0a569ed49eeb9890e00f9c632da",
       "max": 20,
       "min": 12,
       "orientation": "horizontal",
       "readout": true,
       "readout_format": "d",
       "step": 1,
       "style": "IPY_MODEL_e40417ce79bc4f8d9932f64a4ecdb047",
       "tabbable": null,
       "tooltip": null,
       "value": 17
      }
     },
     "c63ddc4c75d042cda283fe67eafd6762": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "2.0.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "widget-interact"
       ],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "2.0.0",
       "_model_name": "VBoxModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "2.0.0",
       "_view_name": "VBoxView",
       "box_style": "",
       "children": [
        "IPY_MODEL_676beb7135904b669468b9b398e03e0c",
        "IPY_MODEL_8e6af5d00611434f8bf86e98bc0fab9c",
        "IPY_MODEL_eec55a4192f543a78213ff7eafb63051",
        "IPY_MODEL_9814dba1d5d24b64b5cfd4ff9738e835",
        "IPY_MODEL_c4230a34182f4e4dbfe8f1e0a5b7f22f",
        "IPY_MODEL_60509cd534c147ebac29b30a8ff5f478",
        "IPY_MODEL_f5032a3a100e4a2fad30c6e2d534c5a6"
       ],
       "layout": "IPY_MODEL_11710df7154141339f70d1b0e1a7dbe6",
       "tabbable": null,
       "tooltip": null
      }
     },
     "e40417ce79bc4f8d9932f64a4ecdb047": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "2.0.0",
      "model_name": "SliderStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "2.0.0",
       "_model_name": "SliderStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "StyleView",
       "description_width": "",
       "handle_color": null
      }
     },
     "eec55a4192f543a78213ff7eafb63051": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "2.0.0",
      "model_name": "FloatSliderModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "2.0.0",
       "_model_name": "FloatSliderModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "2.0.0",
       "_view_name": "FloatSliderView",
       "behavior": "drag-tap",
       "continuous_update": true,
       "description": "correlation",
       "description_allow_html": false,
       "disabled": false,
       "layout": "IPY_MODEL_bcfaf8adb44c48d49447afb14ca065bb",
       "max": 1,
       "min": 0.01,
       "orientation": "horizontal",
       "readout": true,
       "readout_format": ".2f",
       "step": 0.01,
       "style": "IPY_MODEL_3755257e16c14b2e82f89187a09bf375",
       "tabbable": null,
       "tooltip": null,
       "value": 0.5
      }
     },
     "f5032a3a100e4a2fad30c6e2d534c5a6": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_27d8db2c8c9d4f1486b638dbef364128",
       "msg_id": "",
       "outputs": [],
       "tabbable": null,
       "tooltip": null
      }
     },
     "f59bbcde22184131b771c16a84e8d970": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "f8373f99f7074a41b90aa4d28709a7e8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     }
    },
    "version_major": 2,
    "version_minor": 0
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
