{ "cells": [ { "cell_type": "markdown", "id": "introduction", "metadata": {}, "source": [ "# Zernike Polynomials Tutorial\n", "\n", "This tutorial covers the Zernike polynomial functions in Janssen for optical aberration modeling.\n", "\n", "## Overview\n", "\n", "Zernike polynomials form a complete orthogonal basis over the unit circle and are widely used in optics to describe wavefront aberrations. They are particularly useful because:\n", "\n", "1. They are orthogonal over the unit circle (pupil)\n", "2. Each polynomial corresponds to a classical optical aberration\n", "3. They provide a systematic way to decompose and analyze wavefront errors\n", "\n", "## Indexing Conventions\n", "\n", "Zernike polynomials can be indexed in two ways:\n", "\n", "- **(n, m) indices**: `n` is the radial order, `m` is the azimuthal frequency\n", "- **Noll index (j)**: A single index starting from j=1 (piston)\n", "\n", "| Noll j | (n, m) | Name |\n", "|--------|--------|------|\n", "| 1 | (0, 0) | Piston |\n", "| 2 | (1, 1) | Tilt X |\n", "| 3 | (1, -1) | Tilt Y |\n", "| 4 | (2, 0) | Defocus |\n", "| 5 | (2, -2) | Astigmatism (oblique) |\n", "| 6 | (2, 2) | Astigmatism (vertical) |\n", "| 7 | (3, -1) | Coma Y |\n", "| 8 | (3, 1) | Coma X |\n", "| 9 | (3, -3) | Trefoil Y |\n", "| 10 | (3, 3) | Trefoil X |\n", "| 11 | (4, 0) | Spherical |" ] }, { "cell_type": "code", "execution_count": 1, "id": "imports", "metadata": {}, "outputs": [], "source": [ "import jax\n", "import jax.numpy as jnp\n", "import matplotlib.pyplot as plt\n", "import matplotlib.gridspec as mpgs\n", "from janssen.optics import (\n", " zernike_polynomial,\n", " zernike_radial,\n", " noll_to_nm,\n", " nm_to_noll,\n", " compute_phase_from_coeffs,\n", " phase_rms,\n", " \n", ")\n", "\n", "# Configure matplotlib for publication figures\n", "# IEEE two-column format: 7\" wide, 10pt font\n", "plt.rcParams['font.family'] = 'sans-serif'\n", "plt.rcParams['font.sans-serif'] = ['TeX Gyre Heros']\n", "plt.rcParams['mathtext.fontset'] = 'custom'\n", "plt.rcParams['mathtext.rm'] = 'TeX Gyre Heros'\n", "plt.rcParams['mathtext.it'] = 'TeX Gyre Heros:italic'\n", "plt.rcParams['mathtext.bf'] = 'TeX Gyre Heros:bold'\n", "\n", "# Set 10pt font for all text elements\n", "plt.rcParams['font.size'] = 6\n", "plt.rcParams['axes.titlesize'] = 7\n", "plt.rcParams['axes.titleweight'] = 'bold'\n", "plt.rcParams['axes.labelsize'] = 5\n", "plt.rcParams['xtick.labelsize'] = 5\n", "plt.rcParams['ytick.labelsize'] = 5\n", "plt.rcParams['legend.fontsize'] = 6\n", "plt.rcParams['figure.titlesize'] = 7" ] }, { "cell_type": "markdown", "id": "setup-header", "metadata": {}, "source": [ "## Setup: Coordinate Grids\n", "\n", "Zernike polynomials are defined on the unit circle using polar coordinates (rho, theta)." ] }, { "cell_type": "code", "execution_count": 2, "id": "setup-coords", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING:2025-12-22 00:16:30,682:jax._src.xla_bridge:864: An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" ] } ], "source": [ "# Create coordinate grids\n", "grid_size = 256\n", "x = jnp.linspace(-1.2, 1.2, grid_size)\n", "y = jnp.linspace(-1.2, 1.2, grid_size)\n", "xx, yy = jnp.meshgrid(x, y)\n", "\n", "# Convert to polar coordinates\n", "rho = jnp.sqrt(xx**2 + yy**2)\n", "theta = jnp.arctan2(yy, xx)\n", "\n", "# Mask for unit circle visualization\n", "circle_mask = rho <= 1.0" ] }, { "cell_type": "markdown", "id": "index-conversion-header", "metadata": {}, "source": [ "## 1. Index Conversion Functions\n", "\n", "Convert between Noll indexing and (n, m) indices." ] }, { "cell_type": "code", "execution_count": 3, "id": "index-conversion", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Noll to (n, m) conversion:\n", "------------------------------\n", "j= 1 -> (n=0, m= 0)\n", "j= 2 -> (n=1, m= 1)\n", "j= 3 -> (n=1, m=-1)\n", "j= 4 -> (n=2, m= 0)\n", "j= 5 -> (n=2, m=-2)\n", "j= 6 -> (n=2, m= 2)\n", "j= 7 -> (n=3, m=-1)\n", "j= 8 -> (n=3, m= 1)\n", "j= 9 -> (n=3, m=-3)\n", "j=10 -> (n=3, m= 3)\n", "j=11 -> (n=4, m= 0)\n", "j=12 -> (n=4, m= 2)\n", "j=13 -> (n=4, m=-2)\n", "j=14 -> (n=4, m= 4)\n", "j=15 -> (n=4, m=-4)\n" ] } ], "source": [ "# Convert Noll index to (n, m)\n", "print(\"Noll to (n, m) conversion:\")\n", "print(\"-\" * 30)\n", "for j in range(1, 16):\n", " n, m = noll_to_nm(j)\n", " print(f\"j={j:2d} -> (n={n}, m={m:2d})\")" ] }, { "cell_type": "code", "execution_count": 4, "id": "index-conversion-reverse", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "(n, m) to Noll conversion:\n", "------------------------------\n", "(n=0, m= 0) -> j=1\n", "(n=1, m= 1) -> j=2\n", "(n=1, m=-1) -> j=3\n", "(n=2, m= 0) -> j=4\n", "(n=2, m= 2) -> j=6\n", "(n=2, m=-2) -> j=5\n", "(n=3, m= 1) -> j=8\n", "(n=3, m=-1) -> j=7\n", "(n=4, m= 0) -> j=11\n" ] } ], "source": [ "# Convert (n, m) to Noll index\n", "print(\"\\n(n, m) to Noll conversion:\")\n", "print(\"-\" * 30)\n", "test_cases = [(0, 0), (1, 1), (1, -1), (2, 0), (2, 2), (2, -2), (3, 1), (3, -1), (4, 0)]\n", "for n, m in test_cases:\n", " j = nm_to_noll(n, m)\n", " print(f\"(n={n}, m={m:2d}) -> j={j}\")" ] }, { "cell_type": "markdown", "id": "radial-header", "metadata": {}, "source": [ "## 2. Radial Polynomials\n", "\n", "The radial component $R_n^{|m|}(\\rho)$ depends only on the radial coordinate." ] }, { "cell_type": "code", "execution_count": 5, "id": "radial-1d", "metadata": {}, "outputs": [ { "data": { "image/png": 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O8kFXdxGvkb97f6dAe4laIylJL4cMGYJOp+Oll17ikUcesaOkCrZmyc4rrDt8A5UAnw1uzfltyeDogodrsFXaVwzfchDiFsL0LtN5pvkzLDy6kL+v/c23Z79ly7UtvNnxTfrU7mNvERWqMnsXQE4q54Ma4JUpxxWq/fzsK1MVwFmr5sy791oldZKztmjDtXfv3giCQEBAAFOmTKFu3bqWfXlpkxTuHCRJYtOpm3yw6RwxabK+tQ7zYsYDTWlf5z8epKu7iFfLw6Kfk6KTlaWTULJexsTEMHjwYF588UVL6jaFO48/TsYxZ7OcXGDGA83oG5jNAeQHVXfXWlbpQzF8K0Adjzp83Ptj9sTsYeaBmcRkxjB++3j+1/B/TO04VfH+KhQkPRoOLAbgQv0u9Mz6BwCVj3WmcKozgiDg4qDBpMKmOUNvj3t86623LCvi4V+Pr8KdwcnoNN7feJaIqFQAgjyceOO+JjzcOgSV6j+/L7MJru0jPlieRlcM38rTSShZL8eNG8fnn39OmzZtbCaDgn05ci2VV344DsDwrnUZ3q0enPudtFvxu54OhS+iLiuK4WsFuod055eHf2HxicV8c+Ybfr30K8cTjjO351ya+ja1t3gKVYlt74NJD7W7csloYOCt7GWCYvjahZkzZyoe3zuQeJ2euZvPs/6obDw5aVW82KsBo3rWLzLOlLjjZBozyVLJg6ufo2L42ovC9PLkyZNMnDgRADc3NzZu3Ggf4RRswuXETEZ+E0GuSeSepgFMf6CZvCP+LKm3Qs88HawT260YvlbCWePMpPaT6BHSgym7pxCli2LopqFM6TiFJ5o8YW/xFKoCMUfh5PcASPe+T/zGifK2gxZBqTFfKQwfPtyyvWTJkiKP6927N336KCFL1Q290cyyXVdYvPMy2bfieB9pG8LrA5oQ7Olc/MlXd1rie90d3HHWlHC8gtUojV5GRkbatXqcgu1I0Ol5dvkhUrONtAr15NPBbVHnzcgknLF4fD0cChZ4Kg+K4Wtl7gq6i/UPrmfGvhlsv7Gd9w+8z4XUC7zR8Q20KmUKtcYiSfDXm/J2q8EkeIdBShoAGj8/5WauoFABJEni95NxzPkz0hLH27a2FzMeaEbb2qWcHr26i/hbeWsDXZSFbQoKlUGG3sjwFRFEp+ZQ19eF5cPvwtXxNtM0/iypLrdCHbSKx7fK4uXkxad9PmX56eV8evRT1p1fx9X0q3zc62O8nLzsLZ6CPTi3Aa7vB40z9J3BuZRzeGXJpTe1fv52Fk5Bofpy/EYa7/1+hqPX0wCo5enEG/eF81DrWqV/oDQZ4PoB4p1kj69i+Coo2J5ck8iLq49wNk6Hn5sDq57rhJ/bbTmmjTlIKZdJdZerEVor1KHqZeG+QxAEgedbPs/CuxfionHh0M1DDN00lJjMGHuLplDZmAywZYa83W08eIZwNvksXrcqoWqUjA4KCmUmLj2HSeuO879Fezl6PQ1nrZpJ/RqzbXJvHm4TUrZZlOgIMOm56SIPrIrhq6BgW0RR4tUfT7D3UjKuDmpWDO9Ibd//JARIPE8mEsZbuqwYvtWE3mG9WTNwDSFuIVzPuM4zm57hYupFe4ulUJkcXAqpUeAWBF3HA3Au+RxembLHV0llpqBQenJyzSzYeoG75+3k52OyI+HRdiFsf7U34/s2wtmhHDmYr+wEIN5TzhOqGL4KCrZl9p/n2HAiFo1KYPGw9rQMLcSoTThHyq2FbS4aF5zU1ilHrRi+lUBD74asum8VDb0akpCTwPDNwzmecNzeYilUBllJsOsjebvvDHCUF7GdTTmL163iFRp/JdRBQaEkRFHi12Mx3P3xDhZsvUiO0Uz7Ot78NrYb859oQ5BnBQbFy3JawXhndwACXAKsIbKCgkIhfLX7Cst2ywVKPnq8FT0bFzEGJpwhVS2bqd5O1kllBorhW2kEuASwcsBK2vi3QZerY9SWUUTcjLC3WAq2ZsdsMOggqBW0HgJAUk4SCdkJ/xq+ise3SrFq1SpatmzJXXfdla96lIL9OHo9lUcX72PiuuPEpesJ8XLmsyFt+enFLrQO86pY49kpEHsUgHhBBCDQVfH4VlUGDhzIzZs37S2GQjlZfySamX+cA2DKfeE80ja06IPjz5J8y+Pr42S9lJ/K4rZKxNPRky/v/ZJXtr/C3ti9vPzPy8xqN4t7Au6xt2gKtiAhEg6vkLf7fwC3UrKcS5aVPijHATAooQ55SBLkZoHJBKIGKpLpQutS7vO/+OILjh49ytatW/nqq6+YNWtW+eVQqBCxaTnM2RzJb8djAXBxUDOmdwNG9qiPUwmVwErN1V0gieAfTrw+BbgV6pBrnearNVVEJ/PYsWMH27Ztq1AbCvbjrzM3eX39SQCe61aP0T3rF39CwllSbnl8FcO3GuOscebTuz9lwj8T2Bu7l2lHp+Hj7UOH4A72Fk3B2vz9FkhmCH8A6vWwvH0uRTZ8vbNkhdb4K4YvAMZshNkhWCXp35ux4OBa4O2VK1dy6NAhjh8/TlhYGOvWrStwzIcffohWqyU7OxsXF6X6oj3IMZr5ZOtFlu2+gt4oe2Efax/Ka/2bEOhhnTg/C1e2A5Bdvye6hM2AbPjm5OZYt5/qSCXoJJROLyVJ4rPPPuPhhx+2hjQKlczeS0mM++4YZlHi8fahvHV/0+IXoGanQEYcqZ5y7l5vR+uFOlQJwzciIoIFCxYAsHjxYjw8PHj55ZfJzMwkPT2d0aNHs2nTJnQ6HQEBAcydO9e+AlcQR7Ujn979KeO2jWN/3H7G/DOGL/t9SZuANvYWTcFaXNoKl7aASgv93su361zyOQRJwkVnAKpHjG9hOvrNN98QERGBu7s7s2fPLvQ8g8GAwWCw/K/T6QAQRdHykiTJ8rJWNmNJkmRvVSHv6/V69uzZw2OPPcaIESPyhTNs2rSJXr16MWfOHN577z1Onjwpt3Xb+ZIkWWS3BXnXxFbtV+X+RVHil2MxzNkcSVKWEYAOdbyZ/kBTWoZ4WuSzGpKEcGkbAnAzuDUkbMZF44KL2oVsKbvIvuz13dzJGAwG9u7dy6BBgwrVy99++4377ruPvXv32lFKhfJw7HoqL6w6TK5ZZEDzIGY/2rJgyfD/knAWgBQXL+AO9PguWrSIZcuWsW3bNjZs2MCwYcP4/PPPAZgyZQq9e/fmgw8+oHnz5rRs2bLIdkoaZP+LPW/wWkHL/J7zGbNlDMdSjjF221hW9F9BQ6+GlSpHTR5kbda/2Yjw1zQEQLrrBSTvenBb+2eTz+KRBSqzCIKAyscHKS2tSg+yhenoli1bWL16NWPGjEGn0+HhUbCqzuzZs3n33XcLvJ+YmIher8doNCKKIiaTCZOjI9KrUZjNZtRqdcWKeggO8vTsfxBFkR49emA2m/Hz8+O1117LVxrVZDKRkpLCpEmTuPvuu5kxYwbffPNNvv2iKJKcnIxWa5uCNKIokp6ejiRJqFSVvwzDXv2fjM1kwc4bnI3PBiDYw4FxPULp09ALQTCQkJBg9T7VaVH4p99AUmm5IMgLT30dfUlMTCz2GmRkZFhdlrJSKQ+jGmeYGoPRaKz4713jXOjDKMgPlL169QLA39+fKVOm5NNLo9HId999x88//8zevXst8t1+vi0fSO/IcaqSZIi8mcHwFRFk55rp3tCXT55shUooxbgWdwoVkOzsAZIOb0fvYvsvi1xVwvCVJAkXFxfq1avHpk2bLO/nPeE5ODjw0Ucf0bFjR5577jmGDBmCRlNQ9JIG2f9SFQaYV+q9wmzzbM6ln2P036NZ0GkBgc6Vt7CiKlyDO61/l5Pf4JEYiejkRWKz4Ui3Ddi6XB2xWbHUuzVuCj4+JKamVvlBtjAdbdSoEQMHDsRsNuNWRMnlqVOnMmnSJMv/Op2OsLAw/P398fDwQK/Xk5GRgUajQaPVgtYLrDHIFoFKpcLJyclS+vTdd98lOjrasv/XX3/lkUceYe/evZYwh9vvNRqNBpVKha+vL05OVp5yv4UoigiCgL+/v910ojL7j0nNYc5f59l4Mg4AVwc1z3QI5OV+zXB2tHG1y2u/yX9rd8HgIj9ohbiHEBAQUOw1sNV3XxYq5WFUo0ESHDCr1SBU8GHUbC5ylyiKaLVaTCYTkiQxbdo0YmL+zXm/fPlyoqKiuOeeezh//jxXr15l69atlv22fiC9E8epypAhOs3A6B8iSc8x0TLYlff7h5Geklyqcz2iDuECJKodwATqXDVpaWlWGSerhOErCALZ2dlcvXqV4OBgy/ubNm1i6dKlZGdnk5CQgCAIqNVqDAZDoYZvSYPsf6kqA8zieot5bstzXEm/wrTj01jZf6VV3fqlkcHe1+CO6T8rEeGIPFtB37fxD2uUb/eVuCsANDH7Agk4BgdVi0G2MB29ePEimzZtYubMmURGRtKsWbMC5zk6OuLo6FjgfZVKZXkJgmB5SZJkGVxtUcb59r4EQWDmzJn5PEuSJNGjRw9atWqFi4sLK1asyCdH3nl5stuKyujD3v1nGUws2XmZL3ddwWASEQR4on0Yk/o1QspJx9lRa/vPf2UHAELDu0nIkR9QA10DLb/Loq6Bvb6X26mUh9HbxllbPYyCfD3VarXlgXTWrFn59BLgyJEjaLVaRowYwezZsyv1gfSOG6cqQYab6Xpe+e0AydkmwoPcWTWyE57Opf8NCWkXANBpNWCCugF18dJ4WWWcrBKG75gxYxg7diySJNGuXTsiIyNxdXXFx0c2/lxcXNi/fz/r16+nUaNGuLoWHiBf0iBbGFVhgPF29mZpv6U88+czXNNdY8KOCXx979c4aSrH4KkK1+CO6f+f9+X0ZcGtUbV/1pLJIY+zKXLcUhOjP5CAJjCoWgyyhelohw4dGDduHJIkER4ebm8RS8Xw4cMt20uWLCn0mFmzZjFnzhybGN4Kchzvz8dimLs5koQMecq9Uz0fpj/QjBYhnoiiSEJlrCszG+WMDgD1+xB/fSNQfVKZ3SkPowAjRoywbC9durTA/ttlWLlyZYH9lfFAekeNUzaWISFDz7Dlh7iRmkNdXxe+fb4T3q4Ff3NFYjJAYiQAKaI8W+/r7Itgss44WSUM344dO9KxY8cC798eo/TBBx9UpkiVTpBrEEv6LeHpTU9zMvEkM/bOYE5PZfCtVsQcgWOr5e37PgJVwXRLJxPlVC71cuUZCG1g9RhkC9PR6mLsKlQdIqJSeO/3s5yKSQcgzMeZaQOb0r95UOXf66IjIDcTXHwhqBVx55YB1adq253yMKpwZ5GcaWDosoNcScwixMuZ1SM74e9eBqMXIOEciCZEJy/ScuUQBh8nH8i0joxVwvBVkKnvWZ9Pen/C6C2j+TPqT+p41mFsm7H2FkuhNIgibHoNkKDVYKjdqcAhkiRxKukUAAHZsuppqonhq6BQEW6kZPPh5kj+uBXH6+ao4eW7GzKiW10cNVbKx1tWblVro34fUKmIzZRzBYe4hdhHnjKiPIwqVDVSs3IZ+tVBLiZkEuThxHcvdCLUuxwpIW/KDiJdcAvM0nVATmeWmplqFTntP4eqkI+OwR2Z0WUGAEtOLOH3y7/bWSKFUnHiO9nj6+AO/QouHAGIz44nKScJtaDGLU3Ojq8JVEqjKty5ZBpMfPRXJH3n7+SPk3EIAgzpWJvtr/bmxV4N7Gf0wr+Gb4O7kSTJYvjWcqtlP5kUFKop6dlGhn19kMibGQS4O7J2VGfq+BYelloicbLhm+InZ7lyd3BHq7ZejLni8a2CPNLoEaJ0USw/vZy3971NiFsI7QLb2VsshaLQp8PWd+TtXq+De1Chh+V5ext5N0JMSASqT6iDgkJZMIsS649E89Hf50m8Fcfbpb4v0x9oRrNaBRcaVzrZKRAjlymmQR90uTqyTbfSqLkGF3OigoLCf0nPMfL08oOcidXh5+bAdy90pp5fOY1esHh8k71CIQl8nXytJKmMYvhWUSa0m8B13XW2Xt/KKzte4YcHfqg2iy5qHDvmQFYi+DaCTi8WedipRNnwbeHXAlO87MnXBBZuJCsoVFcOXEnm/Y1nORMr54et4+vCtIFN6dcssOqsWbi6E5DAvyl41CImWV506uvki5PGqUrkzlZQqA5k6I0MX3GIk9Hp+LjKRm/DgMIzipQK0Qw35bEyxV2uaurtZL2qbaCEOlRZVIKKD3p8QBPvJqToU5i0YxK5ZqV4fJUjIRIO3VqFfN+HoHEo8tA8j28bl8aIWVkAaJVQhyrHhx9+SI8ePejduzeLFy+2tzjVhuvJ2by0+giDvzzAmVgd7o4apg1syt+v9OReeyxeK45Lt3LANrgbgLhMOfZYCXOouly+fJk+ffrQtm1bLl68aG9xFJBDmUasiODY9TS8XLSsfr4TjQPdK9Zo8mUwZoPWhVStvCjO2uldFY9vFcZZ48wnfT5h8MbBnEw6yYeHPrTE/ypUASQJ/nwdRBM0uR8a3lPkoWbRzJnkMwA0FQMxAyo3N1Surop36RaSJJFtzJYrt0kVS5bvrHEu9/mnTp1iy5YtODs7l7v/mkSG3sii7ZdZvucquWYR1a043lf6NcbPrYyruSsDSYKLW+TtRv0AiMmUiyUohm9+qopOArz99tssWrQIURRZtmwZc+fOLXdbChUnPUf29B67noaHk4bVz3eyThjTrTAHApuTYkgDFMO3xhHmHsacnnMYs3UMP174kRZ+LXi00aP2FksB4Oxv8pSp2hH6zyr20Mvpl8kx5eCicSEoy4EYQBOkhK7cTo4ph85rO1ulrYNPHcRFW3A18cqVKzl06BDHjx8nLCyMdevWFTgmPj6e4cOHk5KSwpdffkm9evWsItOdhlmU+PHwDeb9fZ6kTHk2qltDOY43PKgKxPEWRdwJyIwHrSvU6Sq/lXXL4+uqGL63Uxk6CaXTyzNnztCsWTMEQWDq1KlWkUmhfKRl5/L014c4FZNu8fS2CPG0TuNxJ+S/Qa1I0acASqhDjaR7SHdebvsyADMPzLTEiirYEUMGbL518+02AXyKN47yvrPmfs0RE5MA0AYohq89MBgM7N27F6PRyIgRI+jdu7fllZOTw3333cfy5ct59dVXefPNN+0tbpVk3+UkHvhsD1N+PkVSZi71/Fz56pkOrH6+U9U2euFfb2/93qCRPdKKx9f+lKSXAI8//jg9evTgwoULdpa25pKcaWDIsoOcirkV0zuys/WMXvjX4xvciqQceaz0d/a3XvsoHt9qw8iWIzmddJrtN7YzeedkfnzwRzwdrfhjUygb22dDRix414Uek0o8PC++t6VfS0wRNwElh+9/cdY4c2DIAXlaVV3xadWi6N27N4IgEBAQwJQpUwqULJ48eTIajYZ77733ji+cU1auJWfxwaZz/HUmHgAPJw0T7mnM053r4KCpJn6Ui3/Jfxvfa3nL4vFVDN98VJZOQsl6mZGRwaJFi8jNzeXpp59mx44d5ZZFoXwkZxl55btDXEjIxM/Nke9esEJM7+1IkiWVGUGtSIyXH1L9nP2s1weK4VttUAkqPuj+AU9sfIIbGTeYsXcGC/osqFoLRmoKN0/BwVvlbgd+DNqSY0FPJsnK3NKvJcabewAl1OG/CIKAi9YFk2BCo9HY7Let1f6bD/Ktt94iOjra8v+vv/7Kvffey759+zh//jwhIdWjmIGt0emNLPrnEsv3XsVollCrBIZ2qs3Eexrj41r0gs4qR1YyRB+Wtxv2s7xt8fgqoQ75qCydhOL1ctOmTbRt2xY3Nzdyc3NRq+2Y/7mGcjNdz5ifznMt1UCghyPfvdCZBv4VyN5QGLoYyEkBQQ0BzUjOSQYUw7dG4+bgxrxe8xi2aRj/3PiH7yK/Y2jTofYWq2YhirDxFZDM0Ox/0KjoBW156HJ1XEq9BECbgDZkx/4AgLaWMsjam5kzZxbwLI0YMYI2bdrg4uLCmjVr7CdcFcAsSnwfcZ35f18gOUuO4+3RyI/pDzSzrqensri8DZAgsCV4yg81GbkZZNwqi6p4fKsGhenlK6+8Qs+ePTGbzXzyySf2E64GEpOWw1PLDnIt1UAtLyfWvlCB4hTFkeft9Q9H0jhaQh0Uw7eG08y3GZM7TObDQx8y7/A82vi3oblfc3uLVXM4+g1ER4CDGwyYXapTTiaeREIizD0MP2c/LsfKFaIUw7fyGT58uGV7yZIlhR4zcuRIXnzxxRo/m7L3UhKzNkUSeVM2Cuv7uzL9/mb0buJffa/NhVthDo3+9fbmVWzzcvQqcvGVgm0pjV527dqVw4cPV9/fXjXlUkImT399kLh0PbU8HPj+hU7UtoXRC/8ubAtuTaYxE4NZLn7j66wUsKjxPBX+FIfiDvHPjX94deer/PDgD7g7VEPvS3UjM/HfCm19poFH6QzXo/Fyhai2AW2RJAljrBxPWJ0M34iICBYsWADA4sWL8fDw4JdffmHDhg0IgsDSpUvzTVXWRAxmA5dSLxGdGU26IR2zZMZJ7YSfsx91PeoS6h5aLQbtq0lZvLPhEruvpAPg6axl4j2NGNa5Dlp1NYnjLQzR/G/+3sb9LW8rpYoVFArnZHQaw1dEkJKVS30/Vz55uD6h3jZ8OLQYvv8ubHPTuuGscbZq2s8qYfgWNqi+9957XLlyBZVKxfLly5k4cSJZWVl07tyZ559/vtB2DAYDBoPB8r9OJ1cOEkWx0IsmiiKSJNktj2pF+n+3y7tEpkQSnRnNO/veYW6PueUaVKvzNajs/oUt0xH0aUhBLZHuGimHPZSCYwnHAGjj3wZTaipStlwaVR0YaPltFidDVcjzu2jRIpYtW8a2bdvYsGEDw4YN4+uvvyYwMJDGjRsXafSWpJN5nz3vBRT4W9kU13+enKIoYjabuZR2iS3Xt7AzeieXUi9hkkxFtuvh4EGnoE70DuvNPbXvwUnjVOhx9tIJXY6Rz7ZfYtX+a5Y43mGdajO+b0O8XRwsstkam33+6wdR6dOQnLyQarWz6G9efG+wa7Clz+qgkwoKtmTf5SRe+OYwWblmWoV68vUz7TFnp9uuQ0mCmCPydq12NgtzgCpi+BY2qEZERNCgQQPCwsK4fPkyTk5OLFiwgMGDBxdp+M6ePZt33323wPuJiYno9foC74uiSHp6OpIkoVJVviejov2/0eINJh2axN/X/qaZazPuD7u/0mWoKNWlf21sBL4n1iIhkNLlLYxJKaVq3ySaLKnMaqtrE39GLmIheHuTpNOBTleiDBkZGeX4ZNZFkiRcXFyoV68emzZtAuR8t7/99htvvfUWCQkJBAQUrEJXkk4ajUZEUcRoNKLRaJAkCbPZDGAX72hJ/ZtMJsyimc3nN7M6ajUXdfkrSHlqPQlzDcPTwROVoEJv1pOsT+ZG1g10uTq2XN/Clutb+PDQhwwIGcCjdR7Fzyn/jb2ydcIkSvx2KollB2JJy5EN9w4hzkzqU5f6fi4YM9NIyLS5GBZs9fndTvyGG6AP7Ub6bfp7KUGOv/cSvEhISCiVDFVBJ8s7C1Pah9G8v2D/h9GSZLhdZls8lFQnB401+PtsPOO/P06uSaRLfR+WPt0eF62KxCwbypAejSorAUlQIwU2JyF6JyAbvtZ2EFUJw7ewQXXatGl07tyZiRMnEh0dbUki7+hYdCWgqVOnMmnSv6mldDodYWFh+Pv74+FRMLekKIoIgoC/v7/djK6K9B8QEMA44zgWHF3AkvNL6NOoD3U96laqDBWlWvRvzkVYP1Pebv8s3i3vLfy4QjiVdAqDaMDDwYP29dqTdWU7GYBjaIjFUCxJBienwj2DlYkgCGRnZ3P16lWCg4MBqFOnDmq1Gjc3N+Lj4ws1fEvSSbPZTFZWFmlpaZZV40ajsdI+V2EU139qRirxOfHMPT+XLHMWWpWWrrW60q92P+4KuotAl8BCDWaj2ci5lHPsitnFH1f+IDYrlh+jfuT3G7/zTLNnGNF8hCW+tDJ1YvfFJGb9cY4Ltyzbhv6uTL2vCc28qdo6WQ6E2N0AOLZ4IN9vNf2c7MVq4N+gWulkeWdhSnoYzTMyEhIS8PGRK2aJoohKpbJbqE6ewVOYDJIkkZKSgiiKpKWl2eQ3W10cNNZg45kkPth6DVGCXg28eO++OmSnp5BpYxkcr+zAGzD5NCI5NZNridcAcBPcSEhIsOrDaJUwfP87qIqiyPXr1+ncuTPe3t74+fkRFRUFYElkXRiOjo6FGsYqlarIL0oQhGL325qK9j+ixQj2x+7n4M2DTNszjVUDV6FVlS3WsrpfA5v3v3shJEaCix9C37cRyiDniUQ5ZqltQFs0ag3mm3nxvSH5+itOBntdl9sZM2YMY8eORZIk2rVrR2RkJL169eKJJ57Ax8eHFi1aFHpeSTqpUqkIDQ0lOjqaa9euFTvAVQZF9W8STaQb0tGb9OxN2YtGo+GlFi8xOHxwqcppOqocaRPYhjaBbRjbZiy7Y3bz9amvOZ54nC9Pfcmvl3/l/W7v07WWXEnM1jpxOTGTD/44x7ZI2cPp5aLllXsa81Sn2qgFSEhIqNo6WVZSoyD+DAhqVI0HwG3txmbJMb6h7qHVSifLOwtTGgeRu7s7MTExlpRieTphT4qTQaVSUadOHVxdbbPoqlo4aKzAV3uu8sEW2eB8rH0IH/yvBZpbcf22lkE4dRkATe2OBAQEoI+WZ+lDvGQnkTUfRquE4fvfQfXChQtER0czcuRIXF1dadasGQaDgXHjxjFgwAB7i1ulUAkqZnafyaMbHuV08mmWnlhqqfJWGUiShP7MWXKOHsVw8SLm9HQksxmNjw8Odevg3K4dzq1aIVTXvIuJ52HXR/L2fXPApWw1w48nHgfkNGYAxpjqmdGhY8eOdOzYMd974eHhjBs3rsJtu7m50ahRI0vYQ3JyMr6+vnYbYG7vX5Iktl7bypdnv8RgMiAIAvc3up+/+/5d7gwAapWa3mG96RXai63XtzL/8HyiM6MZvWU0Q5sOZXyb8Vb+VP+Snm3k020XWbU/CpMooVEJPN2lDhP6NsKrEuN4K53zf8p/a3cpoMNxmdWzeEV5Z2FK4yByd3evMjoJBfXyv2i1Wpvn9q3yDpoKIIoSszad4+s9VwF4oUc93hzYtIDzwabXIFZeCyOEtENQqUjW38rh6+Jn6c9aD6NVwvAtalC9nfnz51emSNWKINcgZnSewWu7XmPZqWV0D+luMbRshSklhdS1a0n7aT2muLhij9UEBOD5v//h8+wzaHytm5bEpogibBgP5lxo1B9aDCrT6ZIkWRa2tQ1oC4Dx1rXS3hqoFGTUajVqtRpRFNFqtTg5OdnN8M3rP8ecw4y9M/j72t8A3BV0F+90eYfaHrWt0pcgCPSr04/uId35+PDHrDu/jjXn1nAy8SRvtXiLAAoaLeXFaBb57uB1Ptl6gbRsOZTj7vAA3hzYlIYBVk5CXxWJ/EP+Gz4w39vZxmxSDakABLtVL50s7yxMaakqOglUCRnuVPRGM5N+OM6mU3JF0TcGhPNir/qVO+MmihB7XN4OaQdgKV5h7XLFUEUMX4WKM6DeAHZE7+CPK38wdfdUfnroJ1y11p/2EfV6UlasIOnLZUi3wk4EFxdcO3bEsWk4Gj8/BLUaU1Iy+shzZEccxpSQQPKXX5KyejW+I0bgO3oUKodqUO3pyHK4cUDO2Xv/x1DGG0F0RjRJOUloVVpa+MmDkDEvh29I9fIu1TRiM2MZv2M8F1MvohE0vNz2ZYY3H45aZX2vkrPGmbc6v0Wv0F5M3TOVU0mnePnAyyxyXURTv6YVbn/H+QRm/nGOS7fieBsFuPHWA83o1dj6A0qVJDsFru2Tt5vkN3yjM+WpfA8HDzwcCq4DqcrYchZGoWaQmpXLC6sOc/haKlq1wLzHW/NwGztUq0y5AoZ00DhBQDOAOz+rg4J1eLPTmxyNP0p0ZjRzDs3hvW7vWbX9nFOniH3tdXJvxVs7NW+Oz4gRuN/TF1UR8TVibi6Z23eQvGwZ+tOnSVq0CN1fmwmZNw+n/3j1qxTpMbDlHXm77wzwCitzE4fj5dKozX2b46iWpxaNSvGKKs/ZtLO8s+MdUg2p+Dr5sqDPApvPoAD0CO3BmoFrGLttLNd01xjx9wgW37PYMltQVi4lZDDzj3PsOJ8IgLeLlkn3NmHIXWGWuL0awaWtcqXFgGbgUy/frhu6GwDUdreOF19BobpwPTmb4SsOcSUpC3cnDV8+3YEuDew0Ixsr57onqCWo5TVKiTnyfcsWhm8Nuvvd+Xg4eDCr+ywEBH659Avbrm2zWtupa9cSNeQpcqOi0AQEUGvePOr+9COeD9xfpNELoHJwwKP/vdT98QdCPpmP2teX3EuXiRo8hPTff7eafFZFkuCPyZCbAaF3wV0jy9XMoZuHAHmKHEDMycGcIqdRUgzfqsnBuIO8cfgNUg2phPuE8/0D31eK0ZtHHY86rB6wmlbercgyZjF6y2gibkaUqY3UrFze2XCG/gt2s+N8IhqVwMju9djxWh+e7lynZhm98G+Yw3+8vQDXM64DEOZR9gdbhZqLWTSTkJ3A1fSrXNddJ0WfYtdUb2XlxI00Hl28lytJWYR4ObP+pa72M3ohX/5ekBcTp+rlECRrV20DxeN7x3FX0F2MaDGC5aeX887+d2jl3wp/l/JPaUpmM/Fz5pC66lsA3AcMIPidt1F7eZWpHUEQ8LjvPlw6dyb29TfI2r2b2Ndexy8mFunhh8otn004+ytc+BNUWnjoMyjH9LYkSRbDt2OwPB2ZF9+rcnFBVUh6PQX7suPGDibvmEyumEvn4M582udTu5Sw9XD0YFb7Wcw6M4sDcQcYs3UMX9zzheUBqiiMZpHVB66xYOtF0nPkON57mgby5sBw6vvXgDjewjAZ/q3WVozhq3h8FYoj15zLnvg9nLlyhuOJx7mmu4ZRzJ/20E3rRmPvxnQO7szdte+miU8TO0lbPFvOxjN+7TFyjGaaBXuwYsRdBHrYOT1fzC2Pb0h7AFL1qUhIqAU13o7eVu+uRhq+ZrM5X+J8vV5vt4U0JfXv6OhY5iDzl9u8zL7YfUSmRPLe/vdYePfCcgWqS0YjMZMmkbFFHjj8X3kF31EvVCjoXePtTdiSxSQuWEDysq9IWrAAp8QEmDat3G1alZxU2PS6vN1jEgSUL8byRsYNErIT0Kq0tPZvDYDxhjytqg0Lqxala2sSu6J38cr2VzBJJroFdGNBnwU4ae03GDipnVjYZyGTd05md8xuxv8znpUDVhY6mEqSxI7zibz/x1muJGYB0CTQnekPNKN7I+tPE1Yrru6G3ExwC4JaBUNGbmTcCnWw0oJFhTuLK+lXWH12NZujNpORmz9PrFpQ46JxQUQky5hFpjGTowlHOZpwlC9OfEFz3+Y81+I57qlzDyrB/rMskiSxeOdlPvrrPJIEPRv788XQdrg52tkMNBvh5kl5+9bCtrwwB28nb5usq6hxhm9mZibR0dH5So9mZGTYNWdocf17eHgQElK2YHOtWsus7rN4cuOT7IjewcYrG3mwwYNlk81kImbyq2Rs2Yrg4ECtOR/icd99ZWqjKAS1moDJk1H7+JIwZw76Nd+RHBSE/wsvWKX9CvHXW5CVAH6NocfkcjeT5+1t6dcSZ40zALnXZO+SQ21lWrUqEXEzgkk7JmGSTNxb514mNZ6Eg9r+iy8d1Y7M7z2f0VtGczThKC9tfYlvB35LiNu/94ML8XIc764L8kDh4+rA5Hsb82SHGhbHWxTn88Ic7suXuzePvBjfMHdFJxX+5XLaZRafWMzfUX8jIYcw+Dr60r9efzoGdyTcJ5xg12CLQZtrzuW67jonEk+wK3oXu2J2cSb5DJN3TqaJdxPe6vxWpYZM/Re90czUn0/xyzG5PPfTnesw48FmaKvCPSL+NJj04OgJPg0ASMiW84sHuFgvs83t1CjD12w2Ex0djYuLC/7+8vS/yWSyVIyqbCRJKrZ/nU5HcnIygYGBaDRl+6oaezdmTOsxLDy2kNmHZtMxqCOBroGlk8tsJvb1N8j4+28ErZbQRZ/j1qNHmfovDb4jhiOZzSTOm0fSx/PR+vjgNahsKcOsysUtcHw1IMCDC0FTdJXAkvhvmANArsXjq3iXqgqnk07z8raXMZgN9A7tzQfdPyA1KdXeYllw0jix8O6FDN88nEtplxizdQxrBq4h1+jAgq0XWHPwOmZRQqsWGNGtHi/f3RAPp7IVsLljEcV/8/eGFyznnmvOJS5LDj9SDF8FgCxjFouPL2b1udWYJbl0eZ+wPgxpMoTaqtoEBwYXOjvroHagoXdDGno3ZFDjQaToU1gXuY5vz37L+dTzPP3n0wxtOpRJ7Sv/oTohQ8/ob49w7HoaapXAOw824+kudStVhmK5cWsNQ2gHy8OpYvhaEaPRiCRJ+Pv74+zsXKLhaWtK6l+SJJKTky3HlJURLUaw7fo2ziSf4d3977Ko76JSfc6EuXPRbdoEWi0hCz+1idGbh89zI9DFRGNY+z1x02egDQ7GtWtXm/VXJPp0OWcvQKcXoU6XcjclSZJlQVLHoH8NX+N1xeNblYjJjGHstrFkm7LpHNyZeb3noRWqntHo6ejJknuW8NSmp7iSfoWhv03gypnHyNDLhSbubRbImwObUtfPNlWrqi0xRyAjDhzcoV7PArujM6ORkHDRuODrVI3yiyvYhH0x+5i+b7rF6OoT1oexbcbSxKeJpYRzafFx8uGlNi8xJHwInxz9hJ8v/syac2s4Gn+UT/p8km/WxpacjknnhVWHiUvX4+ms5Yuh7ejWsIqFP0XLTiLC/h0r47PjAQh0KZ2zrqxUAT935VNd4isrKqdGpWFW91loVVp2x+zm10u/lnhO6vffk/LNKgBC5nyIe58+FZKhNDiPGoXHww+BKBIzaTLGmBib9/lfhL+nQUYs+NSX05dVgKu6qyTlJOGgcqCVfyvL+3keX4faisfX3mTkZjB261hS9Ck08W7Cgj4LLCnnqiIBLgEMq/s2SBquZB/C4L6ZpsEefPdCJ758poNi9BbGud/kv437Fzp7E50h5/Ct7VG72owJCtbHYDYw59AcRm8dTUJ2AmHuYXzR9wsW3r2wwgvUvJy8eLer7HTydvTmXMo5nvrjKU4mnrSS9EXz56k4Hl+yn7h0PfX9Xfl1bLeqZ/QC3Lhl+Ib+u3jX1h7fGmn41iQaeDWwlDCeGzGXm1k3izw2a98+br4/EwD/iRPwGFhwFbQtEASBwHfewal5c8xpaUSPn4BoMFRK3wAO13YiHF8DCPDwF+BQsZX8EXGyt7d1QGuLMSWJIsZbde+1iuFrV4yikck7JnM5/TIBzgF83vdzmxR7sRbnb2bwzPJDvLs+g5zYRwFw9PuHyf8z0rVBFRzIqgKSBGdvGb7NHi70kOu6W6nMlDCHGsvNrJs88+czrD63GoDBTQaz/qH19Ai17ixnz9Ce/PDgD4T7hJOiT2Hk3yM5En/Eqn3kYRYl5m6O5KU1R8kxmunRyI9fxnSjXlV8OM5MgLRrgCCHOtxCMXzvcCIiIujatSu9evXi+q2pcGvzbLNnaeXfikxjJm/ve7vQfIPGmzeJmTQZzGY8HnoQ39GjbSJLUagcHQld+ClqLy/0Z84Q/+GHldOxPh3PnW/J253HVCjEIY//5u8FMMXHI+XmgkaDNiiown0olJ85h+awP24/zhpnPuv7GUGuVfP7SM408Navp7jv013svpiEg1rFyLaP82TjpwB4e9904jKLLxdeY4k7DmnXQesCDe8p9BAllVnN5njCcQZvHMzZ5LN4OXqxqO8ipnWeZlmMbG2CXIP4ZsA3dAnuQo4ph5e2vmR14zc508Czyw/xxY7LADzXrR4rht+Fp3PVC+EC/vX2+oeDk6fl7TzDVwl1sCKSJJGda7LaqyKJq2fOnMmGDRuYM2cO8+fPt+Kn/Be1Ss3MbjNxVDuyL3Yf6y+uz7dfMpmJe/VVzGlpODVrRvD779tl6k8bEkKtefMASFv7PZm7dtm8T+GvN1FnJyD5NIC736pwe2bRzIG4AwB0Cf7XiM69fmthW0gthHLEaytYhw2XN7Du/DoEBOb0mEMz32b2FqkAuSaRNUfiuXv+LlYfuI4owX0tgtg6qRdT7gvnjY6v0ty3ObpcHW/sfgOTaLK3yFWPPG9vo35FzuBYilcoHt8axy8Xf+G5v54jWZ9MY+/GfP/A9/QMLRgHbm1ctC4svHthPuP3VOIpq7R94kYaD362hz2XknDWqvl0cBtmPNisamd3scT35s9RbusY3xo5AucYRdq9+5fV2jv7Xn9cHApeypUrV3Lo0CGOHz9OWFgY69atK3BMcnIyfn5+eHh4MGXKFKvJ9F/qedZjXNtxzDs8j48iPqJrra7UcpOrh+V8/TWGo8dQubkRsuATVI72i3V0694Nn2efIeWbVcROm0b9DRvQeFs/gTUAF/5COPEdEgLSQ58jVDDEAeB08ml0uTrcte608GtheT/3+jUAHKppRoeIiAgWLFgAwOLFi/G4VYDjwIEDrFy5kiVLlhR6nsFgwHBb2IpOpwPkHNaiKBY4XhRFS5o/a3M+5Tzv7ZfLeI9uNZpeob0K9GPL/ktCkiS2nkvggz8juZacDUCzYHem39+UTvV9LfKpBTVzeszhyT+e5FjCMb44/gUvt3nZanLY8xpYpX9JQjj7GwIgNpXXDhRGXiqzULfQMv8O7HVtFCqGJEksO7WMz459BkC/Ov2Y2W1mpRaqycvUMu6fcRyIO8C4f8ax9v61BLsFl7vNtYeu8/ZvZ8g1i9Tzc2XJsPY0CXK3otQ2wpLR4d+FbdnGbEvO5Ds6q0Nhg+qiRYuIiIjAwcGBhQsX8vrrr6PT6QgICGDu3LmFtlPSIJt3M7N2acGi2pQkCb1ez549e3jssccYMWIEV69etezftGkTLi6ywjk4OKDRaPK1c3uuYWvcaJ9q8hRbr23leOJxpu+dztJ7lpJ94CCGtWsBCJr5PprQgoOALSlsgPGdMIHM3XvIvXKFuLffodYn863vgdanI/w+AQHIavUsTqEdixwgy8Le6L0AdA7ujAqV5XPl5fDVhlXPQXbRokUsW7aMbdu2sWHDBoYNG0ZGRgY///wzJlPRHsfZs2fz7rvvFng/MTERvV5f4H1RFElPT0eSJKsWlck0ZjJx/0QMZgN3+d3FI0GPFLpK21b9l8TFxGw+3RXN4RvyDd/bSc1L3UK4v7kfapW5gKyOODKx6URmnZzF16e+prVra5p4WqdSlL2ugbX61yRH4pdyBUntSKJnG6RCvmezaCYmU15E65LrUuD6liRDRkZGgfcUqjaiJPJRxEeWeN6RLUcyru04uxSXcNI4saDPAp758xkupF5g7D9j+fa+b8u81kBvNPP2b2dYd1h+iOvXLJCPn2hdPVIamo0Qe0zevi2jQ16Yg4vGBTcH21ScrBKGb2GDamJiIitXrmTt2rXs3r2b48eP07x5c1q2bFlkOyUNsnnV2rSCyInpdyNJcm5ftVpNRewqrSAVOviLokiPHj0wm834+fnx2muvUbduXct+SZLIyMiwVG8zGAz52jGZTIiiSHJyMlqtdX7IE5pM4MXkFzl08xDf7FlMtxly2IPDgw+Q06YNOWVI2WINihpgHKe8Qe5LY8j8+29ifv4ZByunVPPc9irOGXGYPOsS3Wg4HgkJVhnkd1zbAUAL9xb5BtPMSxcBMHh7V8tBVpIkXFxcqFevHps2bQJkfXv99deLnamYOnUqkyZNsvyv0+kICwvD39/f4jW+HVEUEQQBf39/qxldkiQxa8csYnNiqeVai4/v/hhPR89Cj7VF/8WRlGngky0XWXf4BqIEDhoVz3Wtw2PNPagbElSsDE8EPMFR3VH+jPqT+efm8/3931slM0VlXwNr9y+c+UreaNgX/9D6hR4TnRGNWTLjqHakaVjTAsZPSTI4Odm5xCt3xixMaamoDEbRyIx9M9h0Vb53vd7hdYY2HQqSbBDbuv/CcFY7s7DPQoZuGsrF1ItM2TWFBb0XFOrkKaz/ywmZjF93nHNxGagEmHxvY0b3qI9KJdjku7L6NYg7icqUg+TkJYca3mo3bwF+gEtAvr6s6SCqEoZvYYPqO++8w6FDh9i5cydz587lo48+omPHjjz33HMMGTKk0Ly2JQ2yer2ejIwMtFqt5cZlNBqtZlT+F5VKhZOTkyVP77vvvkv0rZX9IHt8/f39SUtL49KlS7Rr1y7f59JoNKhUKnx9fa12ow0ggAn6Ccw9PBfD0mVI8UZUwcGETZ+Oxs02T1fFUeQAExBA0gsjSV6yFMPniwju3x+1teQ78zOqi78jCWp4ZAmejkFWGeR1Bh3ndecBGNBkAAGu/07TZMfLxq5302a4B+SfvqkOg6wgCGRnZ3P16lWCg4PJzMzk3LlzzJw5k/3793P8+HHatGlT4DxHR0ccCwmdUalURV5vQRCK3V9Wvo/8nh3RO3BQOTC/z3y8nYsPnbF2/4VhMJlZuTeKz/+5RIZBfti9v1UwUwaEE+LlRMKtB7GSZHiz05tExEdwJf0Ki08uZlL7ScUeX1oq4xrYrP/I3+U2mv0PoYjzozPl+3CYexgadeHDYHEy2Ou63E51n4UpCxWRwSSamH1yNrvid6EW1Lza4lXu8b2nTHl5bXUN1Kh5p/U7TDo0iR3RO1h6eCmP1nm02P4FQeCPs8nM234DvUnE21nDu/fVo2Ntd5KSEq0mW3EyWOMauJz7Bw8g178VqYlJlvcv3bwEgJfGK993ZE0HUZUwfP87qAKsWLECk8nEokWLMBgMJCQkIAgCarUag8FQqOFb0iCrUqkQBMHyyvsR5clgi891+2vmzJkFPL4zZszg4YcfxtHRkVWrVuWTI+88aw9AQ5sN5fLfP9Hn6AUAnF9/DY2bW5Ub5PxefBHdn39ivHad5M8+J2jamxXvLD0G/pCNA6Hnq6hqd0IopZFREgfjDyJKIvU961PLvZblfUkUyY2KAsCpQYNC+6nqg+yYMWMYO3YskiTRrl07oqOj+eWXXwAYOXJkoUZvVeBS6iXmHZYXTE7qMInmvs3tKo8kSfx1Jp4PNp3jeoocx9syxJPpDzSjYz0foGyeCy8nL2Z0nsH47eP55sw33B12t11Lo9qdxPOQGAkqLTQZUORheQvbQt1DK0syq1OdZ2HKSnllMIkmpu6Zyq74XWhUGj7u+TG9w3pXWv+lISAggMniZD6M+JBlF5bRs37PAotu8/p39vDmnd/P8evxWAC61PflkydaEeBhe+eIta+BkHoaAG2DHgTc5gzSJ8gPX6Feofnet6aDqEoYvv8dVCMjI/n8889p2rQpO3fuZPz48ezfv5/169fTqFEjXF2rYD66Qhg+fLhlu6hppw4dOrBv375KzaIgZWYx+JcUJGBTBwF33xuMrLTeS4/KyYngt9/m+nPPk7p6NZ4PPYRzyxYln1gUogi/viRXaavVDnq+Zj1hgX2x+wDoWit/5TnTzZtIOTmg0eAQVj0H2o4dO9KxY8dC93311VeVLE3pyDXn8sbuNzCYDXQL6cZT4U/ZVZ7TMem8v/EsB6+mABDg7sjrA8J5tG0IKlX59b9P7T481OAhNlzewPS90/npoZ+qdDEOm3L6VsaaBnfnS4/0X67p5MWm1TmVWXWehSkPZZXBJJqYtncaf1/7G41Kwye9PymX0Vve/svCU02fIiI+gm3Xt/H67tf58cEfC8T7nk/M4e3V8sJXtUpgUr/GvNirAeoK3DvKitWugSTB9f0AqOp2s5QqBkjMkb3WgS6BBfqxloOoShi+hQ2qR44cKXCMgnVImD8fKSEJfbA3a3vpEC4sY0CTAdT2rHqDgGvXrng89CC6Db8TP3Mmdb5fW/6HhENL4epO0DjDo1+CWmuVBW0ge1/2xsgL27qFdMu3z3BFXtDoUKcOgo3CahQK8unRT7mQegFvR29mdptpt+pcCRl6Pv7rAj8cuYEkgaNGxaie9XmxVwNcHa1zC379rtfZH7ufKF0Uy08v56XWL1ml3WqFJMGpH+Xtlo8Ve+hVnayT9Tzr2Voqm1FdZ2EqA5No4s3db7I5ajMalYb5veZXyOi1NYIg8G7XdzmbfJYbGTf45MgnvNVZTq8pihLL917lwz/PYxIlank6sXBIWzrU9bGz1BUg5QpkxoPaAULa59tl6+IVUEPz+NZkck6dIu17Oa1ao9kf0yK0A3qznrf3v12qIH97EPDqqwguLuScOIHuj03layThHGx5W97uPxP8GllPQOBS2iXis+NxUDnQPjC/IudeuQKAY/3qO8hWN/bF7GPVWbn09vvd3sfPufIrnOmNZr7YcYk+H+1g3WHZ6H2wdS22Te7F5HubWM3oBfB09OT1jq8D8NXJrywezRpF7DF5QNU4Q5Piq05GpUcB1dvw7dixIytWrGDlypWMHz+e8PBwy76qOgtTGUiSxPsH3ufPqD/l8IZeH9Ondh97i1Uino6evN/tfQDWnV9HxM0IYtNyeGb5IWb+EYlJlLi3WSCbJvSo3kYvwDV5dpSQ9qDNH6Jg6xy+oBi+NQrJbObmO++CJOHx0IO4de7Cu13fxUntxOH4w6w7XzDPcFVAGxCA36hRACR8/DFiTk7ZGjDlws8vgNkADftBh+etLuP2G9sB6Fyrc4HKP4YrchUdh3qFrzBXsC7phnTe2it7S55s8iS9wnpVav+SJLHpVBz3zN/J3M3nyco10zrUk59e7MJnQ9oS6m2bnKH96/Sna62u5Iq5zDowy+ppG6s8eWEOTQaAY9ELYXNMOcRmyjGS1dnwVSicT458ws8Xf0YlqPio50fcXftue4tUajoFd+KxxvJsxavbp9H/063suZSEk1bFq33CWDy0LV4uDnaW0grcCnOgdsFKqXlZHWxZUVMxfGsQqevWoT9zBpW7O4GvyfGtYe5hPN9INgQ/OfIJNzJu2FPEIvEZ/izaWrUwxcWRvHx52U7e8QHcPAXOPvDw51Qod11RXdzYAUCfsIKehdy8UAfF41spzI2YS2JOInU96jK5w+RK7ft0TDpPLj3AmDVHiU7NIdDDkflPtOaXMd1s7qURBIFpnabhoHJgf9x+Nkdttml/VQpRhNM/y9stig9zuK67joSEp6Mn3o42Ko6jYBeWn17OijMrAHinyzvcU6fwctVVmRFNX8YBb1Jy48h130ybMC82juvOY60D7BauZXWuyWGB1MkfFphrzrXE+FakoEdJKIZvDcGUlETiJwsA8J84AY2/v2XfQ7UfokNgB3JMOby9r2qGPKicnAh47VUAkr/6GuPNm6U78eou2LNA3n5oIbhb/ykyITuBU0ly2cleoQW9i4art0IdGjSwet8K+dkVvYsNlzcgIPB+t/cLeN9tRYJOz2s/nuDBz/dwKCoFR42K8X0bsf3V3jzaLrRCi9fKQm2P2rzQ6gVAfgDIq4B0x3N9H2TEgqOnXKa4GK6m34rv9ah35xgSCqy/sJ5PjnwCwOT2k3mk0SN2lqjsbDsXz6BFx0i78RAAjr57mTM4gPp+1WNBf6nQxUJqFAiqfIUrAOKz5DAHJ7WTTR9KFcPXzuzatYuWLVvSsmVLfv/9d5v1kzDvY8SMDJyaN8d78OB8+1SCine7vIuzxpmImxFVNuTBfcAAnNu1Q8rJsRjxxZKVDD+PAiRo+zQ0fdAmcu2M3glAK79W+Lv459tn1ukw38pR6FBP8fjakozcDN7dL+cnfbrZ05WS1ktvNLNo+yV6z9vBj0eikSR4uE0t/nm1N5P6NS60lLmtea7Fc9T1qEtSThJfnvyy0vu3C6d+kv82exA0xWe0sBi+SpjDHcOWa1t474Bcjvz5Fs8zvMVw+wpURpIzDUz4/hjPf3OYxAwD9Vzuor1fdyTMfHRkzp0VtpQX3xvUEpzyp8+LzZJDkIJcg2z6UFozDV9Jgtws670q8KOcNWsWmzdvZv/+/bz//vtW/JD/knP6DOm//gpA0NszENTqAseEuocysd1EoOqGPAiCQOBUOT9l+oYN6C9cKPpgSZJTl2XEgV9juG+OzeTafl2O7y1s1XDewjZNQID1CnAoFMq8w/NIyE6gtnttXm77sk37kiSJjSdj6fvxTj766zzZuWbahHmx/qWufDq4LSFeleNpLgwHtQOv3SWHMq0+t/rOX+hmyoWzv8rbJYQ5gGL43mnsj93PG7veQJREBjUaxIR2E+wtUqmRJInfjsfQ75Nd/HY8FpUAo3rWZ+O47szsKYctHYw7yNbrW+0tqvWwxPd2LbArL/a+llutAvusSZVIZ1bpGLNhTn0EwCrJpd6MBYeCUxErV67k0KFDHD9+nLCwMNatK+hJHT58OCEhIUiShKdn0Xkny4skSSTMkY0+j4cexLlVqyKPHRw+mK3XtxJxM4IZe2fwdf+v7VLHvDicW7bEvX9/Mv76i8RPFxK26PPCDzywGC7+BWpHeGxFod+PNcg2ZnMw7iBQeHyvJZVZA2Vhmy3ZF7OPny/+jIDAe93es2mIw8noNN77/SyHr6UCEOThxJT7wnmoda1KC2koiZ6hPekW0o29MXuZd3gen939mb1Fsh1XtkNOKrgGQL2eJR5+J6QyU5A5lXiKCdsnYBSN9KvTj+mdp1eb8JW49Bze+uU02yLl9F3hQe7MfawVrUK9AAjVhvJ8y+dZfGIx8w7PY1nXZXaU1orkeXzrFDR88xa2BbvaLr4Xymj46vV6li1bxsWLF8nNzcXR0ZFGjRoxcuTIKlFWtSpiMBjYu3cvgwYNYsSIEVy9etWyb9OmTQwZMgSdTsdLL73EI49YPyYpc9s2siMiEBwdCXjllWKPVQkq3u36LoM2DOJw/GG+j/yep5raN+l/YfiPH0fGli1kbttGzokTOLdunf+A2OOwZYa83X8WBFWg6EUJ7IvdR66YS6hbKA28CsbwGm55pR0bNLSZDLdTE3U025jNO/vfAWBI+JAC6eSsRbxOz9zN51l/VC5366xVM7pXfUb1rG+XkIaSeL3D6zwa+yg7buxgf+x+utQquIL6juDkLYdC80dAVXA263ZESaz0VGY1UScrg8tpl3lp20vkmHLoEtyFD3t8iLqE778qYDKLrD5wjXl/XyDTYMJBrWLc3Q0Z3asBDpr8jqbnWjzHb5d+IzYrlp+v/czE4In2EdpaZCVBwll5uxDDNy/UoUoZvqtWrWLQoEHUqvWvGzo2NpZvv/2WF154werC2QytC7wZiyRJmEwmNBpNxZ4StUWnJ+rduzeCIBAQEMCUKVMKlCyOiYlh8ODBvPjiiwwbNqz8MhSClJtL/EcfAeDz3Ai0wSX/mMLcw5jYbiKzD81mwdEF9AjpQZhHmFXlqiiODRrg+b//kf7zzyR8soA6K1f8u9OQAT89B6IRwh+Au2xbky5vCqp3WO9Cf0P685EAOIU3sakcedwxOloGFh1fRFxWHCFuITaZ5tQbzSzbdYUvdlwmx2gG4NG2Ibw2oAnBnvYLaSiJ+l71GRw+mDXn1jA3Yi4/PvgjGlXVM9ArhD4dIv+Qt1sPLv5YIC4rDr1Zj0alIcQtxMbCydREnbQ1sZmxjNoyinRDOq38WrGgzwIc1FU/zdfR66m89ctpzsbpAGhX24s5g1rRKNC90OOdNE6MazeOqbunsu7qOp5t8yy+Lr6VKbJ1idot/w1oDq4Fc6vHZcUBVSzUYdStXKq3U6tWreqnvIIgT31LEqhMoNHYJMUVgPa2Sl1vvfUW0dHRlv83bdrEuHHj+Pzzz21SZSd17VqM166j9vPD9/nSG4D5Qh72Vc2QB/+xY9D9/jvZBw6QtX8/rl1uebP+eBVSLoNHKDz0mc2+VwC9SW+J7+1ft3+B/ZIkYYg8D4Bjk/AC+23BHaOjpeRc8jlWn1sNwLRO03Ap5iG0rEiSxO8n4/hw0zli0+X68e1qezHjwea0CfOyWj+25KXWL7HxykYupV1i/YX1PBn+pL1Fsi5nfgGTHvzDoVbbEg+/nCbn1K7rUbfSHgJqmk7amuScZEZvGU1CdgINPBuwqO8iq+q9LUjJymXOn5GsOyyvnfF01vJa/yYM6Vi7xJLDA+sN5Jsz3xCZEsmyU8uY0mlKZYhsG67ukv/WLzy3elymbPjaMocvlCPGd9q0aSQmJuLg4MDLL7+cr1qMQvHMnDmzgMf35MmTTJw4EQA3Nzc2btxolb7MaWkkfrEYAP8J41G7lT7GtTqEPGhDQvAaPJjUb78l4ZMF1O3cGeHkOjj5vZwmZdAycLFt3tQ9MXvINmUT7BpMK/+CsdOmxETMqamgUuHYqHJCHaDm6KhZNPPe/vcQJZH+dfvTI7SH1do+cSON9/84x9HraQDU8nRiysCmPNgquNrEEIJcDWpM6zHMPjSbxScW82CDB6u8kVAmjq+V/7YeUqqH3IupFwFo5GXdyo0lUVN00tZk5Gbw4tYXidJFUcu1Fkv7LcXLycveYhWJWZRYF3GDuX9FkpZtBODx9qFMuS8cX7fis4/koRJUvNLuFUZvHc26C+sY2mwoYe5Vaxa21FyRMyAVFosvSqIlxrdKeXwB4uLiWL58OSaTiaeffpq1a9faQq47guHDh1u2lyxZUugxkZGRFQ+1KISkxYsR09NxbNwYr0cfLfP5Ye5hvNL+FT44+EGVDXnwGz2KtPXr0Z88Scb6lXicf1Pe0WtKofFD1iavQED/uv0L9YgbzsveXoe6dVFVYiyfLXQ0IiKCBQsWALB48WI8PDxYtGgRERERODg4sHDhwkqPV/zhwg+cTj6Nm9aNN+56wyptxqXnMPOvq/x5LgWQ43jH9G7ACz3r46St+vGDhfF448dZfW41NzJu8M3Zb3ip9Uv2Fsk6JF+GGwfkB91WpfNkX0q7BEAj78o1fJVxs+LozXre2P4GkSmR+Dj58OW9XxLoaruythVl76Uk3t94lsibci7t8CB3Zv6vRbkK2XQO7kwH3w4cTj7MF8e/YHaP2dYW1/akR8uzsYKq0PE5RZ9CrpiLSlAR4BJgU1HKPH9dp04dVq1aBUADKyXkj4iIYOjQoQwdOhSdTo59Wbp0KaNGjWLyZLny0vvvv8+LL77I7NnV8AuvZIxxcaR+J99YA15/vdD0ZaXhySZPclfQXeSYcpi+b3qVK2yh8fPD55mnAUj8+CMkQzbU6wU9X7V539nGbHZFy9M2A+oOKPQYfWTlxvfmYQsdXbRoEcuWLWPw4MFs2LABgMTERFauXEmfPn3YvXt3oecZDAZ0Ol2+F4AoikW+JEkqdr8oitzMvMmnRz8FYHzb8fg6+ZZ4TnGvLL2RT7acp+/8XRajd1C7EP6Z3JOxfRrgoBYq1H5ZX6W5BqV9qQU149qMA2Dl6ZUkZiVWav+2+vzSLW+vVL8PoltgqdrN8/g28GxQYRnKgi10siZhNBt5//j7HE04irvWnS/7fUkdjzr2FqtQLidmMvKbCIZ+dZDImxl4OGmY/kAzNo7rXqHqjc81fg6ATVc3WVLyVSuu3hojarUFp4IZrPJSmfk7+6NVWSXfVpGU2eP79ttvs3v3biZNmsT169eZNGkSDz30EL179y63EHmD6rZt29iwYQPDhg1j27Zt/PDDD7z66qvcuHGDixcvsmrVKoYNG4bRaMwXO5uHwWDAYDBY/i9skJUkyfICCvytbIrrP0/Ost5oE5csRTIacb7rLpy7dC723Ntv8IXxTud3eGzjYxyJP8J3577jqXDrhjyU1H9JeD/7LKkrvyI31Ux6Yi08XlsGCHIJUxv2v/36dnJMOYS6hRLuHV7o+fpb8b0OjZtU6Dsoq2y20FFJknBxcaFevXps2rQJgHfeeYdDhw6xc+dO5s2bV+h5s2fP5t133y3wfmJiInq9vsD7oiiSnp6OJEmoVEU/l79//H2yjFmEe4bT06snCQkJ5fpcoiTx9/kUvtgTQ0KmPBXZLMCRyX3q0jzYDfQ6EvS6crVdXkp7DcpCa+fWNPZozAXdBT499CkvNy06z7Et+i8LpepfEvE/9h1qIL3uQPSl+P7Nopkr6XJebW+zd7G/mZJkyMgoW0U8W+hkTcEsmnlr31scSjqEk9qJRfcsoolP5ToTSkNqVi6fbrvI6gPXMIkSapXA053rMKFvI7xdK77wrpFHI3qH9mZH9A6WnlzKhz0+tILUlcjVvDCHIuJ7K2lhG5TR8F24cCFqtZrWrVszfvx44uLiOHbsGLt377b6oOrsLK+Wrlu3LleuXCEkRF6BGxQURGpqKgEBBV3hRQ2ygwYNQqPR4O/vz8iRIxEEAfUtL6gkSXaN2Suuf7PZTEJCAh988AGJiYmla0+vx3TsGIgSam8vVAMHlth/SZktDDkGrmVc42XhZZb5LMNJbb0p7Ypm1lDrbiAmXCFXp4UfHdBcehqhDLlUy9v/+fTzpBhSMLmYGPhl4dfYeOwYZOeg/vorVL/8XG4ZTCZTqeWylY4KgkB2djZXr14l+FZ2kBUrVmAymVi0aJFFn/7L1KlTmTRpkuV/nU5HWFgY/v7+eHh4FDheFEUEQcDf379Io2d3zG52xe9CLah5t/u7BPuUL/XNseupvP/HOY7fSAcgxMuZ1/s35q5AFQEBAXYx+qB016A8vNrxVUZtHcUfN/7ghXYvFBknaKv+S0up+o/agyozBsnRHY+OQ/DQlpxdIyo9CqNoxEntRMs6LYtdsFuSDGUJ67GVTlbF8CNrI0kSsw/NZnPUZjSChvm95tM2oORFjJVJpsHEij1X+XLXFTIM8r26b3gAUwc2pWGAdYsWvdj6RXZE7+DPq38yqtUo6ntWk/zwkvTvwrYicm1X1sI2KKPhm6e0+/bt4+DBg9SrV4/HH3/cMhCWl8IG1TxvUFRUFA8++CCxsbIbPC4uDm/vwms4FzXIrl+/Hg8PD/R6PVFRUdStW9dyQyjKe1xZFNe/Xq9HkiS+/PLLUt/Abr41nfT4BFy6diXsq5ITXouiSGJiYrGDjCiJjNoyioj4COoF1OOre7+yWpaH0vRfJNERCCvvRzQ4cfmvepgz9QS9OBrPMuRDLk//OoOOvj/1xV1054f7fyjU+yAaDFzscBeYzdT/7Te0QUUrc0ky6HS6In/z/8VWOjpmzBjGjh2LJEm0a9eOyMhIPv/8c5o2bcrOnTsZP348HTt2LHCeo6Mjjo4FF3GoVKoir7cgCEXu15v0zD4khzsNbTqUZn7NyvxZYtNymLM5kt+Oy/cUFwc1Y/s05Pnu9XBQCyQkJBQrX2VQ3DUoL11CuliKWiw6voi5veZWav9locT+T34vH9f8EQTH0i3cvayTMzo09GqIRl3y0FecDGW5LrbSycJmSvPCj9auXcvu3bvp169fgfNKmhn9LxWdlSsvkiTx+fHPWXd+HQICr7d8nS7BXSpdDij8GhiMZlYfvM7iHZdJubVwLTzInTcHhtO9oZ/lPGv238SrCX1C+7A9ejtLjy+t1FjfCv0Oki+j0sUgqR2QQu8qdEb2esZ1AEJdQ8v1OyyLXKU2fC9cuMDevXuRJInu3bszaNAgVqxYwZ9//kl4eDhdu5Z/MVFhg2rfvn0ZP348Tk5O1KlTh8aNGzNx4kRatmxZpKFY0iCrUqkQBMHyut3bag+vb0n958lZ2gEo99o10n/7DYCA8eNKfXMuqQ8VKt7r9h6PbniUIwlH5JWlTYeWqm1r9F8oWcmWfL3q1g/jW68nCfM+JnnxErweegihDA8zZe1/87XN5Iq5NPZuTLhveOH5eyMjwWxG7euLQ3DJmQCsNcgCBAcHM2jQIACr6WjHjh0LGLZHjhwpd3vlZcXpFcRkxhDoEsjYNmPLdG52roklO6/w5a7L6I0igiCvsH713iYEeMgPlvYYVCuTV9q9wr6YffwZ9SfPNn+W5n7N7S1S2dGny2nMANqU/j50KVVe2NbQu/IyrJw/f57IyEgefvhh6tevb9Vxs6qFH1mbVZdW8e3lbwEY13QcbZzaWB5KK5vbr4EoCWw8m8Tyg3GW8KgwL0dGdalF38beqASx3KFXpen/ibAn2B69nT+j/uTRkEep41Y5sc4V+R04n/kdT8AY0IaU1Ewgs8Axl5PlB1MPPAq9ftYMPyq14bt48WLmzZuHJElMmzaNOXPm4ODgwODBg4m8tYinvBQ2qP433cu0adMq1EdVZ+DAgSxfvpygYjyDJZG4aBGYzbj26omzlfMCh7qHMqn9JGYdnMWnRz+le0h3+y0uEM3w80jQRYNvQ3joc7wlLckrv8EYHU3az7/g/eQTNuv+l0vyoPu/hv8r0qDVnzwJgHOrVpX2UDV9+nQ8PT1xdnZGEATGjBljNR2tCsRkxvD16a8BePWuV0udlksUJX49HsOczZHE62RPV8e6Psx4sBktQqxfJrwq08SnCQ/Uf4Dfr/zOZ8c+Y0m/wrPNVGlO/SiXnfdrAmGdSn3axTR5YVtDr8ozfH/99Vf69u3LZ599RkZGBm3btrWaTlal8CNrs+TkEovRO7n9ZIaFDyv/zKAVEEWRXLPE31f1LNsdRUxaDgDBnk6M79uQQW1D0KhtJ9ft30FQUBB9ovuw/cZ21sesr7RY34r8DoR/DgGgadq/0DBVgMRcOZyzea3mhR5jzfCjUhu+3bt3Z/ny5QiCQOfOnQFISkriiy++wMHBgebNq4/nQJIkso3ZSJKE2WxGLakrZJw4a5wrdP6OHTvYtm1buc8HMFy+jO53OQew/7jxFWqrKJ5o8gRbr23l4M2DTN09lW/u+8bmqy8LZcdsuPwPaJzhiVXg5IEK8Bv1AvEfzCZpyRI8H/kfKgfrV/I5n3Kes8ln0ag03F///iKPyzmRZ/i2tLoMRfHMM8/g4+ODr++/lX2qq44WxkcRH2EwG+gY1JH+dQoWDCmMI9dSeO/3s5yIluN4Q72dmTawKQNaBFWrfLzW5KU2L/Hn1T/ZG7uXo/FHaRfYzt4ilR5JgiMr5e32w8tUoOZCqlw+vDJz+AYGBuLu7k7Hjh1ZunQpYD2drCrhR9bmy5NfsviEnIN+UvtJDG8x3GL02CP8JstgYvWBKL7ceZnkbDmG18/NgTG9G/JUp9qVlubw9s8/ps0Ytt/Yzl/X/mJc23GVlmq0XN+BKddSsU3V8B4o5FyTaLLE+IZ5hJXrd1gWmUpt+A4aNIhnn32WnJwcxowZw4oVK6hduzaPlCGesqqgN+vp+UPhAdbl4eBTBwv1Pq1cuZJDhw5x/PhxwsLCWLduXYFjJEnis88+4+GHH66QDImffw6ShNs9fXFuYRsDRyWomNl9Jo9ueJRTSadYcmIJ49qOs0lfRXL2N9gll2HmwU8h8N/P6vXkkyR/vRxTXBxpP/yIzzDrhWPk8eulXwHoHdobH6eiU9Pk3PL4OrUqWNjCVjRq1Cifjl69erXa6uh/2Rezj23Xt6EW1EztOLVEozU6NZsP/4xk40n5ZurmqGFsn4aM6Fa32ubjtRZh7mH8r9H/+OnCT3x27DOW919efR4CYo/BzVOgdixVieI8soxZXNfJMYSVmRFg+PDhNhs3q0r4kTX56tRXfHbsMwAmtpvIiBYj7CZLcqaB1Qeus2LfVUvxiWBPJ17s1YAn7wqz630k3Cec7iHd2ROzh2/OfsNbnd+ymywlcuMg5GaCqz8EFT4exmXFYZJMOKgcbJ7DF8qYx1elUvH9998zYcIEQkJCSEpKspVcdwwGg4G9e/diNBoZMWIEvXv3trxycnJYv3499913Hy4u5a+mpD9/now/5WIK/uNsa4gGuQYxo8sMQL5JHY0/atP+8hF/Bn65lXy/81honT9pvcrREb8XRwOQvHQpYiHxahXBaDbyx5U/AHikUdEDlyklBeOt0tTOLSvP4wv/6uj48ePvGB01mo2WBW1DwocUG6OZZTAx76/z9P14JxtPxiEIMPiuMP55tRcv9W5Q443ePEa3Go1WpeVw/GEO3jxob3FKT563t9nDZarMeCH1AhISAc4B+Dr7lnyCFVHGzZKRJImFRxfmy839fMvn7SLL+ZsZTFl/kq4f/sMnWy+Qlm2krq8Lb/Wrw/bJvXi2a9V4eH6uhZzX95eLv5CUU4V/U5e2yn8b9C3U2wsQnSGPl6HuoVZbOF8cZcrqoNVqUalUdO3alXvvvddWMtkcJ7UTB586+G+og7rioQ5F0bt3bwRBICAggClTpuQrWZybm8t3333Hzz//zN69e8vdf+Jn8hOy+30DcGpie2/GgLoD2B29mw2XNzB191R+eugn3B3cbdtpdgqsHQLGLKjfG/q9V+hhXoMGkbzsK4yxsaSu/R7fEcOtJsKO6B2kGlLxd/ana62iF6XknDgBgEP9+qgLiZmzJXk62q1bt2qto7ez5twaonRR+Dj5MKbNmEKPEUWJ9Uej+eiv8yRkyHG8nev7MP2BZjSvVbPieEtDkGsQTzR5gjXn1vDZsc/oFNSp6nt9DRlw6id5u/3wMp0amSLH04b7Vn6p4Dtl3LQVoiTywcEPWHdenhGd0G4CI1uOrFwZRImdFxJZvvcquy/+a0S2CvXkhR71GdA8kOSkRBw09sv08l86BHaglV8rTiadZM25NUxoN8HeIhXOpVthnA3vKfKQGxk3ANnwrQzK9C0mJyfz9NNPc+zYMbZt20Z6erqt5LIpgiDgonXBReuCs8bZsl3eV3EDxu0ZKN566618Ht+bN28SFRVFv3792Lx5M4MHl37qLo+c02fI3LoNVCr8Xy46Kb21mdpxKiFuIcRmxfLBwQ9s25nZBD8Oh7Rr4FUHHlsBRaQjEhwc8Bsje4WTly1DzMqymhjfR8oplB5q8BAaVdHPjDm3LWyrbO4UHc0jITvBEu83sd3EQh+wDl1N4eFFe3ntp5MkZBio4+vC0qfbs/aFzorRWwwjW47ESe3EycST7I4pvPJeleL0evnB17dRmUuS5xm+Tbwrv/DBnaaT1sRoNjJtzzRLyrLpnadXqtGblGlgyc7L3P3xDkasjGD3xSRUAgxsGcRPL3bht7HdeLB1LdRlyA1fWQiCwHMtZa/vush1ZOYWzJRgd3RxEH8KEKBBnyIPy/P4FpVb3NqUyeO7fv16RFEkMjKSgwcPsn79er744gtbyXbHMXPmzHweX0mSOHr0KBqNhhEjRvDhh2VfnZn42UIAPB64H8dKLIXp5uDGhz0+5NnNz7LxykZ6hPRgYP3ii2WUmy0z5KovWhcY/F2JU5yeDz9M0pfLMF6/Tsqa7/Ab9UKFRbiQeoFDNw+hFtQ82eTJYo/NOXoMAOfWlW/43mk6+smRT8g2ZdPKrxUPN8wfB38jRY7j/eOUHMfr7qhhXN+GPNu1Lo4a+09FVnX8nP0YEj6EFWdW8Pmxz+kR0qNqe30ti9qeLdOiNoBzyecAaOrb1MpClcydppPWIt2QzqQdkzh08xAaQcOs7rNsN4bchihK7L2cxNpD1/n7TDwmUa6a6u6oYXDHMJ7tWpdQ7/KHHlYmfcL6UM+zHlfTr/LjhR/tGhNdKJf/kf/WaguufkUelufxrZKGL8jxSs2aNaNZs2aMGFHFLnIVY/jw4ZbtJUuKTxu0cuXKMreffewYWTt3gVqN/9iy5TS1Bm0C2jCq1SiWnFjCzAMzaeXfyvpTFcfXwoFF8vb/FkNQixJPEbRa/MeOIfaNKaR8/TXeTw1B7VaxCjrfnfsOgLtr302wW9GJ50WDgZxjsuHrUsiK6srgTtHRo/FH2XhlIwICb3Z60xL7lWkw8cX2S3y15yq5JhGVAIM71mZSv8b4uRVcra5QNCNajGDd+XWcSznHtuvbuKdO0dORdiX6iLywTe0ArYeU6VSjaORSmpzDN9yn8kMd4M7RSWtxXXedsdvGEqWLwkXjwrxe8+gR2sOmfV5NyuLXYzH8fCyaGyk5lvfbhHnxVMfaPNA6GBeHMptEdkUlqBjRfAQz9s3g27PfMrTpUBzU1s9mVG4u54U59C32sOjMWzG+blUw1EGhapH02ecAeP7vYRzq2Cen7uhWo2nl34oMYwav7XwNo9lovcZvRMDvt+KWerwKzf9X6lM9HngAh/r1Maenk/LNNxUSI92QblnUVlLhjpzjJ5Byc1H7++FQv5qUk6yCmEWzJYTm0UaP0tyvOWZR4oeIG/T+aAdf7LhMrkmkawNf/hjfgw8eaakYveXA28mbYc2GAbDo+CLMotnOEhXBITkVGM0fLdZzVBhX0q5gFI24ad0IcQuxgXAKZeFg3EGGbhpKlC6KINcgVt23ymZGb0KGnuV7rvLw53voM28Hn267yI2UHNydNDzbpQ5/TujBr2O78cRdYdXO6M3jgfoPEOAcQGJOIpujNttbnH8xG/9d2FZMfK8kSZXu8VUM32pK9uHDZO3bB1otfi8VvuCnMtCoNHzU8yM8HDw4nXyaj498bJ2GU6Ng7WAwG6DxfdCnbAVMBLUa/5dlL3jKym8wVyCu7ueLP6M36wn3CaddQPE5T7MPHgDAtWM1WCxUhfnp4k+cTz2Pu4M749uN58CVZB76fA+vrz9JUqaBur4uLHumA2tGdqJpcOUuILzTeKbZM7hr3bmUdom/ov6ytzgFyUyA0z/L251Glfl0S3yvT5NKWTGuUDhm0czi44t54e8XSDOk0cK3Bd8N/M7q6eUSdHrWHLzG018fpPMH23hvo5zHW60S6NXYn0+ebM2hN+/h3Ydb3BH3Dq1ay5Cm8izIt2e/RZIkO0t0i+sH5CqLLr4QeleRh6XoU8gyZiEgUMutVqWIVj0fcWo4kiSR+Kkc2+s16FEcQu3rxajlVosPun/Ay/+8zJpza2gf2J5+dQrWiC81OWmw5gnIToKgljDoqyLToBSH+4ABOC5ZiuHCBZJXrCBg4sQyt2E0G/kuUg5zeCr8qRKN2ayDcoUal072CXO4E0jPTefz4/JsxrDGo5n201X+PH0TAHcnDRP6NuKZLnWr1Arr6oynoyfPNn+Wz49/zuITi7mndhULdziyEkQjhHSAkPZlPv100mkAmvtW7wIu1ZmknCSm7J7CwTg5dd4jDR9haqepxWZEKguXEzP5+0w8f5+9ybHrafn2tQnz4n9tanF/q1r4u9+Zs0KPNXqMpSeWEpkSyeH4w9wVVLShWWmc/1P+23gAqIpecxGliwJkO8JJU/rqaxVBMXyrIdkHDpAdEYGg1eI3erS9xQGgV1gvRjQfwYozK5ixdwbhPuHlm7YwG+HHZyHpPLgHw5B14Fi++FxBpcJv3MvEjBtP6qpv8Xn2WTTe3mVq47fLv3Ez6yb+zv4lLrwQs7MtGR1cb1U3VCg7Ky6uQJerw0tThwU/+5JrvolKgKc61eaVexrjq4Q0WJ1hzYax+txqonRR/HH1D7q4d7G3SDJmIxxeLm93erFcTeQZvi39KjentoLspPnj6h/MOTSHNEMazhpn3ur8Fg81eKhC7WbojRy4ksKei4nsvpjElaT82XvahHlxb/NABrYIpq6fa4X6qg54OXnxYIMH+fHCj3x79lv7G76SBOc3yduNBxR76NX0qwDU9ahrY6H+RTF8qxn5vL1PPok2uOiFVpXNuHbjOJZwjOOJx5m8YzLfDvwWR3UZjBRJgj8mw5UdcgaHp9aBZ8W82e733INTs2boz54l+auvCHzttVKfaxSNfHXqKwCGNx9e4mfJPnIEjEY0wcFowyonVulO41TcEf6Ilm+YsZcGYDYLdG/ox/QHmtEkyMa5omswrlpXnmvxHPOPzGfpyaXc1aUKeIwAzm2AjDhwC5SLVpSRXHMukalyqEMLv5IXxipYj+u668yJmMOu6F2AnEpubs+51Pcq+9oHvdHMsegMLpzWsfdSMkevp1qyMQBoVAJdGvjSv3kQ/ZoFEuhROZ7DqsSwZsP48cKP7Lixg+u669T2qG0/YRLPQ+pVeTFqg7uLPTQqPQqAep71KkEwGcXwtTOXL1/mxRdfJD09nR9++IFGjYqvI5+1ezc5x48jODria4U0XdZEq9LyUa+PePz3xzmXco739r/HzG4zSx/ruu8zOPoNIMCgryG4dYVlEgQBv/HjiH7xJVLXfIfv8OFo/P1Lde6mK5uIyYzBx8mHx5s8XuLxGf/IqVvcune/4+J7IyIiWLBgAQCLFy/Gw8ODpUuXcuTIEdzd3fn448Jjuw0GAwaDwfK/TqcDQBRFRFHMd+zNmzd494/nwVHCIT0cP9cWvPl4OHc38UcQhALH2wJRFJEkqVL6qmoyPN7ocVaeWUlMZgx/xfzFswHPVmr/edz++YUDSxAAqd1wJJUGynhNziWfwySa8Hb0JtgluNTXtKTvwJ6/j6pOmj6NZaeW8V3kd5hEExqVhhdbvchzLZ9Dq9KW3ADyorSj11I5HJXK4WupnIlNx2jOH7tax9eFHo386N7Qn64NffFwKl3bdyr1PetbyhivObeGqZ2m2k+YPG9vvV4lzthe1cke3xpl+BY2oAIsWrSIiIgIHBwcWLhwIa+//jo6nY6AgADmzp1boT4lSULMzpb/mkyIGk2FDBXB2bnc57/99tssWrQIURRZtmxZsZ9NkiQSF8pV2ryfegptgO1rWpeVINcg5vacy4tbX2TD5Q2E+4TzdLOnSz4xcqOcrxeg/wcQbr18jm69euHUuhX6EydJWryEoBnTSzzHLJot3t5nmj1TYiyaJElk/rMdAPd7ik/dUh1ZtGgRy5YtY9u2bWzYsIFhw4axbds2fvjhB1599VWio6MJDS2Yimb27Nm8++67Bd4fNGgQGk3+20+uKYczyVEYBYl2hijUwUnM2+LAPJt9qoJIkoTJZEJTwXtCdZUhNTuVa5nXeEP1Bmt91qIuJjbPVuR9fgcxB4e4wyAIGHb/DXN2lrmtuOw4rmVeI90hnYErSn9PKek7MJlMZZblTicuM45VZ1ex/uJ6ckxyurDuId15rcNrRXp5RVHiWko2Z2N1nI1L50ysjrOxOkv1xdvxddFwVz1fejT2p0dDf2r7Vo9cu5XJ002fZk/MHn659Atj247Fw8FOi/fy4nub3FfioXmhDjXK8C1sQAVITExk5cqVrF27lt27d3P8+HGaN29Oy5ZFx2mV5F2yPMXn5HC+azerfYbGRw6jcimohCtXruTQoUOcOHGCsLAwvv/++wLHnDlzhmbNmgEwZcqUfCsyJUmyeB1EUSRj2z/oT59GcHbG+/nnrOJ1sIV3qVNQJya3n8xHhz9i3uF5NPBsQOfgwmNeRVFEE3cE4Y8XAAmpw/NIHUeX2bNTEn4TJhD93POkrluH55DBlmIfRX3+DZc3EKWLwtPBkycaP1Hi9dGfPo0pPh7B2Rmnjh3LdD2rg3dJkiRcXFyoV68emzbJT/POzvLDQN26dYmNjS3U8J06dSqTJk2y/K/T6QgLC2P9+vWWh9zbOX/5HDl/PE67tBikEBXSM+vlsJdKQhRFEhMT8ff3R1WOBZXVXQaD2cD9v9xPYk4iIzqMsKwWr0zyPn/g7jdRnT2L1PJxpEe+LFdb0/ZOY+OVjbzU6iVebF36GOGSvgOdTod3GdcL3ImkG9LZFb2L3y//zoG4A0jI41dTn6ZMaDeBbiHdyDWJRKdmE5um52pSJleTsolKyuJqUhZRyVkYTAXvb4IATQLdaV/Hm/Z1vGlX2wtHYwaBgYF208vqQJdaXWjo1ZBLaZf45eIvPNvcDrM2mQkQHSFvlxDfm2vOJSYzBqhhMb6FDagA77zzDocOHWLnzp3MnTuXjz76iI4dO/Lcc88xZMiQAt4iKNq7lJiYiF6vx2g0Ioqi1Z/WTSYTqkLaFEURvV7Pjh07eOKJJxg+fDhRUVGW/Rs2bABk71dCQgJz5syh421FD0wmE6IokpycjEatJmPBJwA4PvoIKSYTJCRUWHZRFElPT0eSJKveUPr59ON4reNsid3Cqzte5fMun1PLpWCqElXSeXw3jUYw6dHX7k1au0mQmGg1OSzUr4+2WzeMe/cSPXMW7nPkKnmFff4cUw6fHvkUgMfrPk5WahZZFF/6OGfD7wBoOnYkqYyp00r6DjIyMsrUni0QBIHs7GyuXr1K8K24cr1eD0BUVBQPPVT4YhVHR0ccHQvGRqtUqkI/a5MGTUke8BXSb08hxBxGWD8SnlxdZIlqWyAIQpHy3ekyOKuceaHlC3xw6AO+PvM1g5oMqrSV1rejyYhGOPcrAEK3CQjlvA6WhW3+Lct8LYv7DqqC8VXe8KOycvnqUaISYhGS3Eg353I95ybRWVFcSD/NtYwLFmMXIFDbgrqa+zEnN+aD9QbidVtIyswttn1HjYrwYA+aBXvQrJb8NzzIHVfHf3VeFEUSEqpgSd4qhiAIDGs6jHf2v8Oac2sY2nQoGlUlm3mRfwASBLcpcY3Odd11REnETeuGn3PZ8nNXBLsYvj/99BM//fQTADt37iwwoAKsWLECk8nEokWLMBgMJCQkIAgCarUag8FQqOFblHfJ398fDw8P9Ho9GRkZaN3caHzkMABGoxGttmKxQUWFOqhUKvr06YNWqyUwMJApU6bkK1kMslGzePFiDAYDzzzzDNu3b7fs02g0qFQqfH19Me7YSdrlK6jc3AgdOxa1l1eFZM5DFEUEQbCJd2mW3yzi/orjdPJp3jv5HqsGrMLN4bZ4n/QbCH+NRjBmIIXehcPQNQTY0LvnNW0aVx96CNPBg7ieP49rjx6Ffv4lJ5aQbEgmxC2EUR1GlbioTZIkovbvB8D3vvvwLGMISknfgZOT/RdqjBkzhrFjxyJJEu3atSMyMpK+ffsyfvx4nJycqF3begspzF71kQavRfj2f3DhT/jzNbh/fpnL1CqUj0caPsJXJ78iISeBH87/wDPNn6l0GVxOfoMgifLCmKDyZWNIN6RbUiU197vzUpmVN/yoLHH3AGO2j+BmMUOkt8ERr4w6ZKXfRVRuUy6hAfI7LxzUAoEeTtT1c6Weryt1/Vyo6+tKPT8XQryc0agL3vdul8XesffVqf/76t7Hp0c/JS4rjm3XtlUstWg5ZBDO/IoAiE0fKnHm9kraFUD29ubNcJe3/7J8N3YxfB977DEee+wxAA4dOmQZUBcuXMiXX35Jz549+fzzz2natCk7d+5k/Pjx7N+/n/Xr19OoUSNcXQtPT1KSd0mlUlme4tVOTkiShNpkQmWjWDpBEHBwcEAQBARBYPr06URHR1v2b9q0ibZt2+Lm5oaDgwNqtTqfHHnnCZJE0iK5bK/Ps8+i9fGxupy28C45q5z59O5PGbxxMJfTLzN512S+6PsFWrUWslNgzeOQEYfJuwGqIetQlTNtWWlxql8Pn2HDSFm5koS5H1G/SxfLd5/3+eOz4ll5diUAr7R/BWdtyXkmc06dJvfyZQQHBzz69C7Xdazq3qWOHTvmm40ACA+3YfnXsE5y/uZ1T8vprDxCoOertutPwYKD2oGhDYbyyZlP+Pr01zzW+DFcKjHchOxkXCJ/lLe7TSh3M8cTjgPyoOrjZN17ZlWgvOFHZYm7Bzh18xoGlYRGArUk4SRJuEoSbqKIl1nEUZKAE7iygXBU6DXu5Go9MTl6Izh74qhRoVHJY1kCkAAcLMdntWfsfXXrPykziejsaJ5b9BwtvK2TzaRUMphzcbyxF5DI3fUbkvbvYtuMzormRtYNsp2yue+z4uOBrRl3b/dQh/8OqKNGyZV5jhw5UuC46s7MmTPzeXwlSeKVV16hZ8+emM1mPvnkk0LPy9y1i9zLl1F5euIz3D4rrctLgEsAn/X9jBGbR3Ag7gDT903ng45vofruCUg6j+RRi5T7v8bPuXLi5fzGvET6hg3kXr5M8vLl+IzKXwlqwdEF5JhyaBvQlnvr3FuqNtPWy7MX7v36ofb0tLrMNZamD8J9c2WP7z/vy8Zvm8qPOa2J3FvrXn689iPRmdF8f/57nmvxXOV1HvE1gkmPFNQKoV6vcjdzNOEoAO0Ci6+2WF0pb/hRWePuzWYzSUlJ+Pv6oBINYMiEzHjQxYAuBiExEuLPQsIZBEMGYASSgCQkV39ofB9S+P1Qvw+oyze7au/Y++rWf2J2IgN+GYBJNPHRfR9ZJZVfqWQ4+g2qjUeRglohjdpRYpt5Mfjj2oxjZMuRFeq/LHH3djd872SGDx9u2V6yZEmhx3Tt2pXDhw8X/QQlSaSuWQOA74gRqN2rXy7T5r7Nmd97PuO2jeOPK38QGHWAV6KPgZMX0lM/IeJbabKoPTwInDqF2NdeJ+mLxbjdey/cWpi4L2YfG69sREDg9bteL9WTtZiTg27jHwB4PTbIprLXSDqNAl007P0UNrwM7oEl5oVUqDgalYbRrUYzfd90VpxewZNNnsRVWwmFAIw5CBHyQjap6/gKedeOxsuGb9uAtlYRrapR3vCjssbdw60ZKY0WlcoRnDzAsxaE/Oe6iiIkRsK1vRC1B65sR8hKhGOrEI6tAld/aD0Y2gyDgLLPFtk79r469R/oFsiAugPYeGUj353/jg8DPqwcGc7+Jh/X/H+lisu/nHYZgAbeDUr1uaw1M6oYvlUcMScHMSYWrbc33rcyXlRHuod0550ub/PWvuksF5Px8fbh2Ue+h4CmVlmkVxY8HniA9N82kLVnDzfffgfHuXPINmbz3oH3ABjadGipn5B1f/2FmJmJNjQUl06dbCl2zaXvO6CLhVM/wrpnYMQmCG5lb6nueAbWG8jXp78mShfF6rOrGd26EqpEHluNkJ2MyT0EVTkKVuShN+k5nSwvbGsfUPYyx9WBSg8/KgmVCgKbya+OL8hV96L2yKkqz/4GWYlyrvZ9n0HtrtBlrJzuyg4p82oCw5oOY+OVjfwV9ReT20/G36V0+evLTVYyXJWLldDsfyUebhJNXEq7BMjFTSoT+wcPKhSJJIqYb63o9x35PGq3alx6UZJ4OHIHE1LSAJjn5ca3mRfsIoogCAS98zaCszM5ERHkbtjAx0c+JiYzhmDXYMa1HVeqdiRRJPkrOdev12OPlXvluUIJqFTw8CKo2wNyM+TY8LTr9pbqjkej0vBS65cA+ObsN+hydbbt0GSAPQsAyG79HFRgNfqZ5DOYRBN+zn6EuheMc1WoBNRaaNAH7v8YJp2DwWuhyf3y93p9H6wbCp+1h0PL5O9ewao092tO24C2mEQT686vs32HkRtBMsuLUX0blHj4Nd01jKIRV60rtdwKZnyyJTVypNbpdOTk5KDX66v0Kys5GUwm1F5eeD/1lL0vW/mRJPhrGhxZwfPpGYwK6gHA3Ii5fBf5nV1EcggNJWCivHAm8/PPObDvRwQE3uv2XqkX8mT89Re5ly6j8vDA+ykl9tSmaBxh8BoIaA6ZN2H1Y/ICSQWbMqDeABp6NSQjN4NVZ1bZtrPja0AXjeQeTHZ4yZUSi+NYwjEA2gW0u+OqKFZL1Fq5KNGQ72DiKeg+CZy85LK2m16Fhe3gyErZS6xgNYY2HQrAjxd+xGC28cPFmZ/lv6Xw9gJcSJUdX428GqESKtcUrVGhDo6Ojnh4eJCcnExycrIlNUZetofKprj+JUnCFB+PdP48/o8+gsq55OwCVZbts+CAnJVCePhzXm4zFPHYQr469RVzIuaQEZ7B6IBKmEb9D95PP03i9i1w4AgTf4XzHz5dZKGN/yKJIomWTBvPoC5kUYiClXHyhKE/wtf9IOk8fD8Unv4FtPZP93anohJUjGkzhkk7JrH63GqGNR2Gl5OX9Tsy5cLu+QBIXSfIDzoVIOKmnED/Tl3YVq3xqAX3vC1naTm2GvZ8Isfx/z5B3u49FVo+Ic/0KFSIvrX7EuQaxM2sm2y6solHGj1im450sXDlVmXFlo+V6pQ8w7exd2PbyFQMNcrwFQSBkJAQAgMD8xWH8PX1tdtKzaL6T/ttA8mLF6NVqfD+c1MRLVQDds+HXR/J2wPnQdthCMD4tuMRJZHlp5fzReQXGDVGxrUbV6kPINnmHN7rm8rYU1A7CcK/vYLUxYygLjnmLPX772Vvr7s7Pk+XoiSzgnXwDIGhP8HyAfJ06S+j4LGVyiBpQ/rW7ksT7yacTz3PyjMrmdh+ovU7OfEdpN8At0Bo9wyklr9oi8FssCxs6xSkxN1XWRxcodNo+fs+vAL2zIfUKPhlNBz6Us7oEtrB3lJWazQqDUPCh/DJkU9Yc24N/2v4P9uMsad+BCSo3QW865bqFHsavjVytNBoNDg5OeHk5IRWq7Vs2+NVWP8Ooohu4UJUN2/iP2oUqkJW4FYL9i+CbbfyRd7zrrzg4RaCIDCx3UTGtB4DwLLTy5ixbwbGSprqMpqNTN45mZPidb4c7A2ODmTv3MXN995HKiERdm5UFIkfy94p//HjFW9vZRPYTA57UDvIi2b+nmZvie5oVIKKsW3GAvBd5Hck5yRbtwOzEXbfqjLW/RUoRe7s4jiRcAK9WY+fsx8NvEqONVSwM1pn6DIGJpyAvm+DgxvEHIGv+sIvL0LGTXtLWK0Z1GgQTmonzqee53D8Ydt0cuJWDHGrJ0t9isXw9VEMXwUgZfUazMnJaMPC8Br0qL3FKR97P4W/3pS3e70B3ScWOEQQBEa3Gs0rzV9BJaj49dKvPP/38yRm26Bk8W2YRBNv7nmTvTF7cVI78eyDs6g1+0MQBNLWrSNu6ptIuYWX2TSnpXHj5ZcRs7Jw7tBeie21F/V6wP8Wy9sHvoB9n9tXnjuc3mG9aeHbghxTDstPL7du4yfWyosV3QKh/fAKN3cg7gAAnYM7K/G91QkHV+gxCcYdhTZybCon1sJnHeDw1yDZp2padcfT0ZMHGzwIwOqzq63fwc1TkHBGdkQ0/1+pTkk3pHMzS36gaejV0PoylYBi+FYxzDodyV9/DYD/y2MRKlhO2S7sng9bZsjbvabIMVvFMDB0IAv7LMRd686xhGM8ufFJDt+0zZOpwWzgtZ2vsTlqMxqVhvm959PUqynuA/pTa+5cUKtJ/+03rj45GP25c/nPvXiRqGHDyL10GU1gICEff1yqsAgFG9HyMbh3prz99zQ4+YN95bmDEQSBsW1lr++68+tIyLZSCkKjHnbeCoXqNqHC3l7Ib/gqVEPcA+F/X8DIfyCkPeRmoNr0Kj4bnoaki/aWrlqSt8ht+43tRGdEl3B0GTnxvfy38QAoZSGqi6ny9xjiFoK7Q+XXJlAM3ypGysqViOnpODRsgMcDD9hbnLKz66N/wxt6vwl9pkIpvC49Qnqw9oG1NPRqSGJOIs/99RwfRXyE3qS3mmhJOUmM3jKarde3olVpmddzHt1qdbPs93zwAcK+WITaywvDuXNcfeRRooYOI276DK4/P5IrD/9PNnoDAqj99VdoAwOtJptCOenyMnSWw2X49SW48Jd95bmD6VarG23822AwG/jq1FfWafTw15B+HdxrQYeKV4dLN6RzJvkMAJ2Clfjeak1oe3h+CwyYg6R1xSHuMMLSHnJYjLn05WkVoIFXA7rW6oqExNrItdZrWDTDKblyKa0Hl/q0PB2t7Py9eSiGbxXClJJCyspvADl2tNp5E3fOhX9ueeDufgt6v1Gm0+t41GHNwDU82uhRJCRWnV3FY78/xvbr25EkqUKi7Y/dz5O/P8mR+CO4al1ZfM9i+tbpW+A4t169qP/7BjwG3geCQM6RI6T9+CNZe/eCKOJ2T1/q/vgjjg0rf3pGoRAEAe6dBa0Gg2iCH56Ba/vtLdUdiSAIvNz2ZUBOj1Rhz5E+/d+Fr33etIq392DcQURJpK5HXYJcgyrcnoKdUamh84tIL+3DENodwWyAbe/ByoHyQjiF/7d353FRVvsDxz/PsMoqIIsiKG5oalqZYqlpaWWbVmRuLWqaN5e81a3Me3MtutXPvCaaS2pmpbkllllqiVYqqGluuSKKC6CyyiIwz++Po2gJsg08A/N9v168ZGaY5/udcc7MmfOc8z2ldnXUd9WRVVzKu2SZgx7doMpL1vKGJj1Kfbf951XH1xJbKZeHTVV1sHYX5szFnJWFc8uWuPco/YvIcLquRnl/+Uhdvm+8mqtVDi4OLky8ayL3Bd/HhN8mEJ8ez+ifR9POvx1DWw8lrF5YmWr+nc48TeTvkaw5vgaARp6N+KjbRzTybFTsfex9fQmcOhW/V18l87ffyE9Mws6rNq4dO+LUqPj71VSxsbFMmzYNgFmzZuFxZTFfZGQksbGxODo6Mn36dJydbywrlpubS27utfqR6elqEwSz2Yy5iEWEZrO5sMxfmTw6HS07Be3ID+hf9kF//jvwL/ubarnjW5DROdwsfju/doQFhLHt3Db+t+t//Lfzf8sdR9vyEVp2Crpvc/Rbn1Zb3pYQvySbTm0C1Bmkijx/JeVg5OvDJtUOJuXhefid3Yhp3ZtwajvM6gQPvQ9t+pXqrKKt6xTYiYYeDTmRfoLVR1fTv4UF9gbYuVD927Y/2DuW+m57z+8FpONr8/ISE0n5Um3m4Dvm5eqzKMNcoAqQ77iy4KXHZLh7dIUP26V+F6J6RzF/33wWHVjEjsQd7EjcQQOPBjze5HG6BXUjxDOkyOcpJz+H2HOxrDm2hvXx68nX89HQ6Ne8Hy/f/nKpN6hwCAzE66mKFdKvCSIjI5k7dy4bN24kKiqKgVe2zk5OTmbhwoV89dVXbNmyhR5FfFmLiIhg4sSJN1yfnJxMTs6N01jMZjNpaWnoul72EoP3vI935gUcz+7A/PkTXOz1JQWewWU6RIXiW4jROZQU/7mQ59h+bjvrTqzjYf+HaV677NvkmjIT8d2uFiem3jGa3PPXNiMp7+Mv0AuIPqVqibZxa0NSBbZCLymHjIzyl1sT5aRpqoMV0lmVPDu59dr0pkc+AhdvozO0aibNRL/m/YiIieDLP7+kb/O+Fds4Iv0MHF6nfr/9uVLfLSUnhYRMdbaoZZ2W5Y9fAYZ3fIsbTZo0aRLHjx/HZDIxf/58xowZw6VLlwgLC2PIkCFFHqvKRpcs5Pr4yTNnoV++TK3bb6fWXXdVWU4Veg4KLqN98w+0/SvR0dAf+Ug1gDIc62bxXexdGNl2JOFNw1m4fyFrjq8hPj2eabumMW3XNDwcPWhauyl1atXBwc6BnPwcTmee5mjqUfLM18qidazbkRFtR9C6TuvCmBZ5/BZi7aNLuq7j4uJCSEgIa9deqyk9YcIEYmJiiI6O5sMPPyzyvmPHjuWVV66N/qenpxMUFISvr29hW7+e2WxG0zR8fX3L1+l7Zjn6Z49gl7iPOuuGoj//PbiX/pR3heNbgNE5lBTfz8+PRxMfJep4FAviFjD//vll/qKuxbyLlp+DHtQBzzv7/mXErryPf1fSLtLz0vFw9KBrs644mMq/MLikHIo6uyGqiFcDeP47Vfd303tw4BtIiIWnFkJQe6Ozs2q9m/Rmxu8ziE+P55fTv9ClfpfyH+z3xarSRoO7wbf0Jcn2nd8HQEOPhng4GlMK1PCOb3GjSbGxsTRu3JigoCCOHTuGs7Mz06ZNo2/fvsV2fKt0dMkCrsbPP3WKzOVqgrjd88+RnFy55byKyqHMz0FeNl4/jsbp1GZ0kwNp975PTv2eUMZRltLEN2FicMPB9Kvfj5/O/sSvSb+y++Ju0i+nszNpZ5H38XHy4W6/u3kg8AGaeTYDM0WOABn9GihNDkaMLi1fvpzlV16T0dHRZGVlERcXR926dQv/ZsGCBeTn5xMZGYldMfPRnZyccCqiDrXJZCr2+dY07aa335SLFwxcCfMfQEuJQ/siHAZ9V+rVxhWObyFG51BS/FG3j+KH+B/YlbSL6NPR3Bt8b+kPfm4f/P65itNjUpFrGcrz+Def3gyoU7pOFdz5raQcjHxtCNTc3y7/gsb3woqhcPEYLOgJPSapxa7V5YxpFXNxcOHxpo+z6MAivjj4Rfk7vuYC2KnWI5W1BOG+C6rja9Q0B7CCjm9xo0njxo0jLCyMMWPGkJCQQEhICECRH6JXVfnoUgVdjZ8/cxYUFODauTOB3bsbkkOZnoPsVLSlz6Od2opuXwu9zyI8mnSnPN/dyhp/UL1BDGIQlwsuczT1KPHp8ZzPPo9ZN+No50hd17o08mxEkHtQqUahjH4NlCYHI0aXwsPDCQ9XW0/GxMQwYsQIdF1n+vTpzJkzhy5dujBjxgxatGhBdHQ0o0ePpn17KxltcfeHZ7+BTx9Q9SW/fFptbezoanRmNUaAawDP3PIM8/bO46OdH9G5fufSjbDqOnz/uhopuqUXBFum5Jiu6/x88mdA1RwWNiLwDngxGqJGw/6VqnZ8/G/QKxJq1TY6O6vUr3k/Fh9czG9nfuNY6rHybfJydKPaZtq5NrR4rEx3vTria3Md35JGk8xmMydPniQsLAwvLy/q1KnDiRMnAMjOzi72uFU+umQBBfv3k7l+PZhM+P3rNUPyKNNzkHoSFofD+UPg5InWfylag45VF/8KZ5MzrXxb0cq34o3H6NdASTkYPbrUvn37v3Rqhw0bBsDOnUWPtlsFr4bwzEo1CnRqOywZAP2WgIOcoraUwa0Gs+LwCk6kn2Dl4ZU83bwUuzbtWwHxv4J9LVWNw0IOpxzmRPoJHE2OdArsZLHjWqtqseDUgm6ag4MrPDEPgsPQfhiH9ue36In70MM/g7q3Vn78KmDJ+PVc69G1fld+OvUTiw8s5j9h/ylzDlrMbDRAb9MP3c6x1NMbdV1nb7Ja2NbSu2WZHo8lpwQa0vEtzWhSQkICL7zwAq6urtxyyy3k5uYyatQoHnzwQSNSrhS6rpM16xMAPJ94HOdmVb91X5mc2Q1f9oHMRFV3c8AyCDDuW5sQN+XfEvovg88fh+M/w7LnoM/nZVp9LIrn7ujO8DbDiYiJYOaemfRs1PPmc/ZyM+HHKx+ynV+B2kEWy+X7uO/VYet3NqQgflWrNgtOLaRUOTTohUOvEGqvH4NdygmYfz9p90whp1nZRiTLHb8SWTr+QwEP8dOpn1hzbA196/fF09Gz1DnYXTyK39EN6Gicb/QEBWWY3hifGU9KbgqOJke8C7zLtADVklMCDZ/qUNxoUvPmf10pPHXq1CrNqypkrl9Pwf79aLVq4Tuq4pUQKtWR9fD1c5B3Cfxaqk6vZ6DRWQlxc8EdoP9S+CJcrUBeMQTCF4Cd4W99NcJToU+x5NAS4tLiiPw9krEdbrJL45b/g4wzUDsY7hplsRx0XWfdCbW6/MGQmjMwcjPVasGpBZQ6B7/u0GQL+qphaEc3UPunf6FnxaN3Hw+m8rd5o58DS8fv7tudFsdacPDiQTZc2MA/2vyj1DnUiVWDdYT2xKdpuzLF3ZSyCYC2fm2pH1C/TPe15JRAmaFvEP3yZZKnqrq33s8/h4O/n8EZ3cTOhWqeZN4lCLkHBn8vnV5RfYR0hr5fqL3kD0bBN8PV4gxRYQ4mB97q8BYASw4t4eCFg0X/4fmjsHWG+v2BCItsVnHVH+f/4HTmaVzsXbin/j0WO661Wb58OX379qVv3778+OOPxS443bNnD5GRkbi5uRV5HCcnJzw8PP7yA9emBBb1c/1ULKN+Sp2Dqw9a/6+hk+rca9tmYPqyD6ac1KqJb/TjL8WPnZ0dQ1qrIgFfHfqKnIKc0t03NxXtj6Xqee04osxxdyTtAODOgDsr5TkoLen4GiRl6dfknTyJ5uWF9+CKb9VZKQryYd1YWPMy6AWqUPiA5eBc8mkRIaxKk+7QZ5Ea9dm7TC2GkU0ILCKsbhgPNnwQs27mne3vYNb/9ryazbBmNBRchsb3QfOHLRp/zTG1OU3XoK7Usrdch9rahIeHs2TJEpYsWcLq1asZMWIEK1asoFevXsyZM4c///yTGTNmEB0dzXPPPUdMTIzRKRvHZAfdx6uzOw4uaqrT3Hsh8YDRmVmN7sHdCXYPJi03jeWHl5fqPi4HlqLlZ0PAraqMWRnouk7suVhAdXyNJOf7DFCQns75mTMBqPX885hcrXC1eXYKLBuk3jAAuo6Fe96QMjGi+grtCU/Og+WDYfdisHeCh/9PXtMW8Fq719icsJk9yXtYfXQ1jzd9/NqNuxaqBW0OLmqjAQs+31l5WXx7/FuAv8as4arlglMjtHoC6jSFJf0hJQ7mdYcnZkOLR43OzHB2JjsGtRrExK0T+ezAZ/Rr3g8Hu5tUZsnPxWXfYvV7xxFlbsdxaXFczLmIk51TYU19o8iIrwGSP55BQUoKjo0a4fiwZUc/LCL5MMy9T3V6HVzUSFnXN6WDIKq/lo9D708ADXZ8Ct+9IiO/FuDv6s9LbV8C4KOdH5Gak6puSDsN68er3+97W20+YEHfx33PpbxLBLsH0z7ASsrpCesS0BqGboKGndV0vaUD4ecIaffAY40fw7eWL0lZSYVfIIu1+wvsspLR3etByyfKHOvqaG9b37Y42hm7wFg6vlUs5/Dhwq2J/d4ai2ZfdOF/wxz+EebdpwqCewbBkB9VvU0haoo2T6s6n2hqq+01o2TOrwX0b9GfJrWbkJKbwnux76mavd+9CrnpENgO2g+zeMxlh5cBEN4svGLbr4qazdVH1fLuMFxdjn5PVXm5fMnYvAzmaOfIs7c8C8D8ffMpKO59MP8y2q9qTZJ+98vlqozz65lfAWgXULYFcZVB3imqkK7rJE55BwoKcO/RHde77jI6pWvMBfDTO6pcWW46BN8FQ39W35aFqGluGwCPzwbNpLbe/OYl6fxWkIPJgUl3TcKkmfju+Hds/OUdOPw9mByg1ww179KC9iTvYf+F/TiYHOjVRL6cixLYOUDP/8JjM9Rr8mCU2uQm9aTRmRkqvFk47o7unEg/wfqT64v+oz1foaUlUODiC7c9U+YYOfk5bD2zFcAqFqBKx7cKZaxbR1ZMDJqTE35vvGl0OoVM2RfQvngSNr8P6NBuCDy7Gtx8jU5NiMrT5mk151ezgz+WwMqhYM43OqtqrbVvawa1HATApCNfkWIyqa1l/VpYPNa8vfMAeLjRw3g7e1v8+KKGuv0ZeP5bcPWFxL0wpxvEbzU6K8O4OboxsIWqAz1z98wbR30L8lQpQuBSmyHlqsgScy6GnIIc/F38ae7dvOQ7VDLp+FYRc1YWif99HwCfoUNxrG8l5cBObsNnWW+0uGg1n/eJefDIVCnyL2xDqyehz2dqBGjfCrQVQ1T1AVFuL936Ik10ey7amZgc1Bi90ysl36mMDqccZtOpTWhoDGk1xOLHFzVccNi1M5pZ5+GzR2HnZ0ZnZZhnbnkGD0cP4tLiWBu39q83/rEUUuPRXeqQfUspdmcswqZTmwBVeUWzgrVC0vGtIsmRkeSfO4dDYCA+L1jBG7XZDL/+D+2zR7DLSkKvE6reCG59yujMhKhaLR6Fpz8HO0e0g1HU/nE05GUZnVW15fjbDKacOYW9rrPelMuXR762eIy5f8wF4P6G99PQs6HFjy9sQO0gGPwD3NIbzHmq5N73b6gynjbG3dGdQa3UmZqZu2eSZ85TN1zOUlMgAf2u0egOLmU+tq7rRCdEA6rjaw2k41sFsvfv5+KChQD4/3scpjLsMFIp0s/A571h/dtoegHZTR5Bf2ED+Bl/CkIIQ4T2hL5fods74xz/M9riJ1VJP1E2p2JhUwQtL+fxWv0HAPhwx4fsTd5rsRC7k3az7sQ6NDSGth5qseMKG+ToCk8thG7j1OXtn8AXT0LWRUPTMkL/5v3xdvYmITOBb45+o67cPkvttugZDO3L19b2nt9LUlYStexrGV6/9yrp+FYyPT+fs//5D5jNeDzUE/du3YxNaP83MLMjXJnaYH5kGmn3fQiORe/yI0RsbCwDBgxgwIABpKen/+W2bdu2MXz4cIMys7Cm3dEHrMDs6I52ahsseAjSzxqdVfVx6YKqkawXQKtw+t/7AT0a9CDfnM+r0a9yIftChUOYdTPvxbwHqLq9od6hFT6msHGaBve8Dn0+v7LZxSZV2Sj5kNGZVSkXB5fCL5Izd8/kUupJ2KIqOXDff8C+fAN2UceiALg3+F6c7JwskmtFSce3kl38bBG5Bw5i8vTE/623jEskNwO+GaFKuOSkQr3b4MUtcPtzUp9X3FRkZCRz586lb9++REVFFV6fkZHBypUryc8v/tRgbm4u6enpf/kBte96cT+6rt/09kr9CQrjwmOL0d38IekA+qc9MCcfrvI8DH0OyhM//zL6such7SS6dyPMD32IDowPG0+wezBnL51l1E+jyLqcVaH4S/9cyv4L+3F1cGVkm5GGPgeihrnlMVW+0zMYLh5XtewP/2B0VlWqT2gfgt2DOZ99ntk/joTLGVC3DbQKL9fxcgtyC+cM92psPZVXZOe2SnT51CmSP/4YAP/XX8e+Th1jEjm6UW07nHYK0KDzK2onNjsHKeItSqTrOi4uLoSEhLB27bWFDxEREbz++uu8+WbxFUoiIiKYOHHiDdcnJyeTk5Nzw/Vms5m0tDR0XS/T3uuWYjabSbPzx/zIYny+H4p92gn0T+/n4kNzyPe7tepyMPo5KGN8963/xfXEZsz2LlzsPp389FxITwJgQpsJvLztZfae38vLG17m7bZv42Aqfoeo4uLHZ8bz4Y4PAXi28bMUZBSQlJFUgUdavJKeg4yMjEqJKwwW0BqG/QxLn4GTv8GXT0P3CdBxlNGZVQlHO0dev/N1Rv40ks+zjvOEvT0Ne0wGk6lcfYWfT/1MxuUMAlwD6FC3QyVkXD6Gd3xjY2OZNm0aALNmzcLDwwOAkSNHkpmZSVpaGi+++CJr164lPT0dPz8/3n///SKPlZubS25ubuHlv48u/d313+otTS8o4Mxb49BzcnDp0AH33r1uiFOZ8QHITkVb/2+03V+onGoHo/eaeW2P7b+NbBjB1uOXJgcjclu+fDnLl6v926Ojo8nKyiIuLo66desCkJmZycGDB5kyZQpbt25l9+7dtG3b9objjB07lldeubaqPz09naCgIHx9fQvb+vXMZjOapuHr62tYp0/TNHx8m2J64Uf0L/tgOrsbn6hn0R+vmq1OreU5KHX8fSsw7Zmvfu89E+/md//lZj/8mO4ynRc3vMi25G18cPADPujyQbHboxYVP/NyJv/d/l8umy/TsW5HhrUbVqkbVpT0HDgbvU5DVB7XOqqc59rXYNdnsGE8WuJ+6PBvozOrEl3q3c3dZkd+NV3mgwbNiWxU/rq7q46sAtQOcda0wYzhHd+rp1E3btxIVFQUAweqenIzZswA4M0336Rr1668++67tGzZktati99QwZpGl3KWLCU7NhZq1cL+5dEkJydXaXynuA14bJmAKSsZHY2sVgPJ7PBPdAdXSLo2SlIdR5dqUvzS5GDE6FJ4eDjh4er0VkxMDCNGjEDXdaZPn86cOXPo0qULq1apN7UXXnihyE4vgJOTE05ON87rMplMxT7fmqbd9PbKVhjf3V/V+1z2PNrRDWjLnoX7xkOnf1b69CCreQ5Kip+wA6KujIZ1+iemVo8X+Wft6rbj43s/ZtRPo/g54Wde3PgiH3X9CC9nrxLj5+Tn8PKmlzmSegRvZ2/e6fQO9naV/9F1s+fAqP8XUUXsHeHR/4F/K1j3Jtrer/FO/BMGLAFPKylFWkm0XQt548wJngisy2ZzOj+e+JH7G95f5uMcvHCQ3878hkkz0btxb8snWgGGd3yLO40KsHr1anr27ImjoyMffPAB7du3Z/DgwfTr1w97+xtTt5bRpZxDh0j99FMA/N8aS+1iOgWVEj/1JNqP49D+VPtu6z5N0R+dTq3gMIoqO13tRpdqWPzS5GD06FL79u1p37594eVhw/669ey8efOqOqWq4+QO/ZbCD2MhZg5snAgXjsEjH0mt6wvH1E6P+dnQpAfc+5+b/vldgXcx474Z/HPTP9mZuJO+3/Zl4t0TCasbVux9Ei8l8q/N/+L3pN9xc3BjVvdZ+LrIxjqiCmgadBgGvs3Qv34Ox6Q/0OfdB32/gMA7jM6ucmScgw2TCMnLZ1CdO5l7YQdTtk3hDv878HIq+ktqcebuVSUHH2z4IEEeQZWRbbkZ0vEt6TTqVWvXrmX27NlkZWWRlJSEpmnY2dmRm5tbZMfXGkaXzDk5nHv9DfS8PNzuvRev8PCbFmy2WPy8HPhtutphJT9H7UZ192i0e95Ec7h5x6najC7V0Pgl5SCjSwazs4eHPgCfprDuDdi9GC4eU2WQ3AOMzs4Yl87DF+GQdUEtfnlqYam2JO5YryOLey5m1E+jSMhMYOiPQ+ke3J1nWz7LrXVuxe7KMbLys1h0YBHz980nJTcFdwd3Pr7vY27xuaWSH1j1UNwUQVCVVhYuXMgnn3xS5H2taUpgaRmaQ8MumAdvQP+qLw4pR9Hn90R/7GNoXXU176vk8es62jcvoeWmode7jRd7RBL9wzMcTjnM+N/GM7XL1FLncCz1GBviNwAwuOVgi+RtySmBhnR8S3Ma1dXVFW9vtQ2li4sLW7duZcWKFTRt2hRXV1cj0i6Vc1OmkHvkCHY+PtSdPKlqdik5/IMqvJ0Spy437Kw+qCthm1AhbFaHYeDdCJYPgpNbYfY9ate34OJHLGukrIuwqLda+V47GPovA6fSl0Ns4tWE5Y8tZ9rOaSw5tIQNJzew4eQG3B3dqe9WnzxzHsdTj2NGfZCFeoUytetUgj2CK+kBVT/FTREsTaUVa5oSWFpG52A2u5LRbTYNdkzG+eQmtFXDyDyxg8w7x5TqC1/F41f+43fZ+zkexzai2zlxvtMUClLSeaX5K4zaNorohGimb5/Owz4Pl5iDruu8u/NddHTu9rsbzzxPkpIqvgjVklMCDZ/qcLPTqBEREYW/v/vuu1WaV3mkrvqGtOUrQNMI/PAD7H18Kjfgmd2wYbyqOwjgXhfun6K2YZUSZUJYXtPuaofDpQMh+SAsfBjufwc6vGgbbS4nDRY/AYl7wdUPBq4Cd/8yH8bVwZVxYeN4OvRpFu5fyIaTG8i4nMHBiwcL/6aBRwMGtxrMo40eLXYhnK2qSKUVa5kSWBZG53A1vv3Ar9Gj30X7dRpuv8/BNTMe/Yk54HTj81YZ8Svt8ScdRNv2AQB6j0n4NL8LAD8/P8YxjglbJ7Do2CKCXIN4sumTN81hzbE17LiwAweTA290fAM/Dz+LpGjJKYGGd3xripxDhzh35Vu07+hRuHbsWHnBLsbBT1Ngn5ougskBwv6hinA7uVdeXCEE1GkCL2xQi7r2r1TTH05tV/N+a9U2OrvKk50CXzwFZ34HFx94Lko9FxXQxKsJUzpNYYJ5AodSDnEx+yJm3YxXvhetGrSSaT7XsVSlFWuYElgeRuegaRomewe0HhPBvyWsHol25Ae0ed3hqQWqFFplx6+Mx5+bASsGQ0EuNOmO6W9f4p9s9iQHLx5k6aGlROyNwKu2F/eHFL3Y7eCFg7wTo7Y4Ht5mOCG1QyyaqqWmBErH1wLyk5M59Y9/oOfk4NqpEz4vvlg5gTLOwS8fQeynam9xgNZ94N5x4NWwcmIKIW7k5Abh8yGoPfwwTnWAE2LhiTnQ4C6js7O8jET4/HFI2g/OteGZbyw6lcreZE9Ln5aAGtmxxKnRmsZSlVaEBdzaB3waw5KBcOGI2uzigXfgzheq15kfsxlWvgjJf4JbAPSaWWT+Y9uPJfNyJt/Ffcdrm19jSMoQXmr70l/qcf+e9Dsv//Qy2fnZhNUNY0irIVX5SMpEOr4VZM7J4dTIkeSfOYtjw4YEfvgBmqW/kaWegl//B7sWqW9lAI3vVYW167axbCwhROlomjrTUv9OWPGCmmO/8GHo9Ap0fVNtEFMTXDgGi59Uj8/NH55ZpUa8hGFsutKKtQi8A4b/At/8A478oOr+Ht8Ej30MLt5GZ1c6myLg0Hdg5wR9vyx22pKdyY7Jd02GPPgu4Tvm7Z3Hurh19AzpibezN78n/c6Gkxsw62Za+rRkatephQtVrZF0fCtALyjgzBtvkrPnD+w8PQn6ZBZ2tWtbLsDF47BlKuz5CsxXFisEdVC7rjXuZrk4Qojyq98Ohm9RC0x3fwFbPoSj69UHYHX/Yhq3We1ilZMKtRvAs9+oBX5CCHD1gf5LYdssWP82/PmtWnvzxBxoeHeJdzfUzs9g85XNwB79H9S/eYk2O5MdY1qOoVujbryz/R0SMhMKS5Zd9VjjxxjXYRwuDi6VlbVFSMe3nHSzmbP//g8ZP/wADg4Efjwdx4YNLXBgHeKiYfscOLQW0NX1IV2gy79UxYbqdCpFCFvg5A69Z0KT7vDtGDi7B+Z0g44j1BdVR+v+ILiBrkPsPFW/2JwPge1uOiIkhM3SNOj4kpritHywKnW48GFoPwy6jwdHK6xCtXc5rHlZ/X73GGjbr9R37dGgB53rd2Z9/Hp2Je3iUt4l6rvV58GQB2nu3bxy8rUw6fiWg67rnJs8mbRVq8DOjsAPP8T1utNO5XL5EvyxVHV4k6+tbKbp/dD5NQi2nn2uhRDFaPWE2hJ83Ruwf5WqrX1gNTw8VVWEqA5y0vBcPwbT8XXqcqtw6DUDHIraAkcIAUC9tvBiNKwbC79/DjGz4fA6deanAtv+WtyB1bByGKBDu8FqymQZuTi40KtJL3o16WXx9KqCdHzLSM/L4+yECaStWAmaRr33IvB4oOzb+amD6Tic3Ym2fZ36kLx8pQ6doxu06ae+Mfo2s1zyQojK5+6vNnS49Wn47jVIjYcvnlSjwT0mg78Vb8IQtxlt9Uhqpcajm+zRuk+AjiPlLJMQpeHkrr4ktnxcjaimxsOix+C2Z1QH07WOsfltnwPfvw7ocGtfeOj/bLJtS8e3DMxZWST8859cit4MJhN1J0/G89FHy36glBPwxzK0PV/ic/H4teu9QlQ90Lb9wdnTYnkLIQwQ2hMadoJN78H22XB0Axz7CW4bqKYt1baiDRmyU1VN8J0L0YACt0C0PgvRgit4JksIW9TkPnhpK6wfDzs+VSPAB6Kg21hV+aGqF74W5Kv2vXWGunzHIHjoQ7DRcoHS8S2l3ONxnH7lFXL//BPN2ZnAqVNxv7eUC8x0HZIOwMFv4eAaVfwd0ACzvQtaq8fR2g6A4I42+0IUokZycldljtoNhg0T4GCUqs6y+0to01dVgPBpbFx+BXmwY77qnGdfBEC/YxDn24zEt74sYhOi3Jzc4ZGpamvj71+Hc3/AujdhxwJV9eWW3lXzeZ8SDyuHqlrjAPe9rd53bHCk9yrp+JZA13XSo6I4O3ESelYWdt7e1I+cgcttt938jjlpcOIXtSr68A/XthMG0EzQsBPmW/uRXKcDvoEhli+BJoSwHj6N4enP4eQ2+PldtYD198WqA9ysJ9w5GBrdW3VffPNzVbWYX6Zde2+qEwqPTEUPvgtd6ugKYRkNOsKwTWrUd+MkOH9IbXvu9wHc8wa0eLRytj0uyIddC2HDJMhNU7vLPTZdTcOwcdLxvYnc43Ekvvsul375BQCXDh2o9/77OPgXsQVfZjKc2aU+2OKi1e5Guvna7XZOqvZui0fUB52rD5jN8gEjrF5sbCzTpk0DYNasWYXbmq5atYqoqCg0TWP27Nk4ONx4+i43N5fc3NzCy+np6YDapMBsNt/w92azGV3Xi7ytKlR6/Prt1eYPp2LQtnyIdnS9qqN56Dt0rxD0W/tibvEouu5dOTmknkTb/QXsWoSWeQ4A3aUOetexcPuzYLKv+f8HFsjByNxENWSygzueV53ObZ/A1kh1FnjZc+AZDO2eh9ueBTffiscym9W0qg3jVQxQ7ztPzgOvBhU/fg0gHd+/0XWdnP0HSPl8EWlrvgWzGc3BgTojXsJn6FA0dDh/RO10kvwnJO6H0zsh9eSNB/NurFZzNuoKje9Tuz0JUc1ERkYyd+5cNm7cSFRUFAMHDgTg008/xd/fn2bNmhXZ6QWIiIhg4pWtvK+XnJxMTk7ODdebzWbS0tLQdd2QrUmrLL5TQ+g+A7s7juGy/ytqHV6FKSUOLToCU3QEXh6NyG7Ug7zADuQF3IZe3rqYuo5dWhxO8ZtwPrERx7M7Cm8qcPXn0q2Dyb7lKXQHVzivpjrYzP9BBXLIyMgwICtR7Tl7Qtc31FqebTMhZg6knVQjwZveUwtgWzwGzR4o+yYYGYlqKtX22Wo3OYBaXtD1LTXVyk66e1cZ/kzk5eXx+eef4+joWPiBCjB58mROnz5NgwYNGDt2LGPGjOHSpUuEhYUxZEjFt8LTzWbM50+jnzxO7unD5J2IJ3vfQS5tjSX3RELh37m1ro//A/VxdFgLkXMg7RQUXC7iiBrUaaZ2cwnprOruetavcJ5CGE3XdVxcXAgJCWHt2rWF1ycmJrJ69Wr+/e9/k5SUhJ/fjWdCxo4dyyuvvFJ4OT09naCgIHx9fQtHjq9nNpvRNA1fX1/DOl1VGt/PD0I7wuUIzAej0PavguObcE4/jvPu2bB7NrrJHgJag29z9DrNwKcJuPqpFeL2zmrqlF6gFqhlp0LaSbSLxyFxHyTsQMs6/5eQekhX9NsGoLV4DDc7R/7+ddzm/g/KkYOzs7MBWYkao1Zt6PYWdPqnqugUO08NoB1ae6V+v6Z2RwwOA9/m4N0Y+8sO4JgDDs6Qm6Ha+oUjavDt5FZ1/6sc3eGO56Dzq9VnF7kqZHjH9/jx4+zatYuwsLDC67Kzszly5AiLFi1i4MCBHDp0CGdnZ6ZNm0bfvn2L7fiW5bSqOfsSR7qoMmSpfzuOZtJxr5+Nd+glavmcgYSYv9yuO7iAbyjUaYbu2xzq3a52aPp7JYYSTodVh1N6Et/4HIzIbfny5SxfvhyA6OhosrKyiIuLo27duoV/06BBA+zs7HBzcyMxMbHIjq+TkxNOTk43XG8ymYrt1GiadtPbK5sh8Z3d4bYBcNsAzJcukrbjazwv7EKL/w0t7ZSaOnXmd8q1HMXkoHaRCn0IQnui1Q4u8Tg2+X9QhhyMzEvUIA61VBWntv1VB/ZAlBq1TTqgvrgm7gPABJSqEFq921Qp1Lb91eI6USTDO76hoaGEh4eTkHBtlPXixYsEBgYCEBAQwLlz5wgJCQEo8kP0qrKcVtXNZjDpoIPJQcfR3YyTN9QKNFGrsQeaZxC6U22ynL0ocK9HgVsABW71KHAPxOxWV42yXC89F9LLNl+3OpzSk/jG52DEadXw8HDCw8MBiImJYcSIEei6zvTp05kzZw5dunThnnvuoU+fPnh7e9OqVasqz7HGqlWbnNDeePgNU4teU+JVx/f8YfVz4RhknYesi5Cfo6rGaJr64u1cGzwD1TSrOs3UdsoBt6pRIiGE9fJvqX66jYXMJIj/DU7vgAvH0C8cRc9MQsvLRiu4rBaqOXuobcT9W0LdW9V0So+6JccRxnR8rx9N6tatG6GhoX+53dvbmzNnzgBw9uxZAgICWLdO7SKUnZ1d7HHLelrVZ+tWzmdm4efvL6f0bPS0ptHxS5OD0adV27dvT/vrdiYcNmwYAM2bN2fUqFFGpWU7vBrIohQhbImbH7TsrX5QA3VXp5NpmmbTpcgswZCO7/WjSQCbNm0q/H3SpEmMHj2aZs2aMWbMGFq3bk1oaCi5ubmMGjWKBx98sNjjlvW0qr27J6bsXDmlZ+OnNY2OX1IOclpVCHG9ilRaEdWcdHorzPCpDgBdu3Yt/P3tt98GYNy4cX/5m6lTp1ZlSkIIIYRVqkillepWYtAacrD1+NaQgyXXwlhFx1cIIYQQpVORSivVrcSgNeRg6/GtIQdLroWRjq8QQghh5SxVaaW6lRi0hhxsPb415GDJtTA1uuOr6zpw7VTO35nNZjIyMnB2djbsP9LI+NaQg63HL00OV1+/V1/P1Zm0SevPwdbjlyYHI9qkpSqt/H0tzNXHkJmZWeRjNZvNZGZmUqtWLUP/P4zMwdbjW0MOJcXPzMwEStcmNb0mfJoWIyEhgaCgIKPTEMIiTp06Rf361XtTFGmToiaRNimEdSlNm6zRHV+z2cyZM2dwd3dXJUD+5uopnlOnThV5iqeyGR3fGnKw9filyUHXdTIyMqhXr161r/AgbdL6c7D1+KXJQdpk1TI6B1uPbw05WLJN1uipDiaTqVTfxj08PAx7MVlDfGvIwdbjl5SDp6dnkddXN9Imq08Oth6/pBykTVY9o3Ow9fjWkIMl2mT1/qoqhBBCCCFEKUnHVwghhBBC2ASb7vg6OTkxfvz4Ind7s4X41pCDrce3lhyshdHPhdHxrSEHW49vLTlYC2t4LozOwdbjW0MOloxfoxe3CSGEEEIIcZVNj/gKIYQQQgjbIR1fIYQQQghhE6TjK4QQQgghbIJ0fIUQQgghhE2wqY5vbGwsAwYMYMCAAYV7rc+ePZthw4bx6quvGpZDZGQkzz//PMOGDSMnJ6fK4wNs27aN4cOHV2rsm+WwatUqBg0axODBg8nLy6vy+J999hkjR45k7NixlRr7qry8PObPn8/ixYsLr5s8eTLDhw8nIiKiSnKwFka3S2mT0iZB2uT1pE1Km6zJbdKmOr6RkZHMnTuXvn37EhUVBcDGjRuZM2cOmqaRkJBgSA7JycksXLiQbt26sWXLliqPn5GRwcqVK8nPz6/U2DfL4dNPP8VkMhEaGoqDg0OVx1+/fj0zZswgLS3tL290leX48ePs2rWr8HJ2djZHjhzhk08+Yf/+/ZX+pmZNjG6X0ialTYK0yetJm5Q2WZPbpE11fHVdx8XFhZCQEM6cOQNArVq1AGjYsGHhdVWdw4QJE4iJiSE6OpqOHTtWefyIiAhef/31So1bUg6JiYnMmTOH1NRUkpKSqjx+06ZNeeihhzh27Bhubm6VGh8gNDSU8PDwwssXL14kMDAQgICAAFJSUio9B2thdLuUNiltEqRNXk/apLTJmtwmbarjq2kaWVlZxMXFUbduXYDCUyYnTpwgICDAkBwWLFjAnj17iIyMrPQX09/jZ2ZmcvDgQaZMmcLWrVvZvXt3pcYvKgeABg0aYGdnh5ubG4mJiVUe/8iRI6xdu5bOnTvz559/Vmr8onh7exe+uZw9exYvL68qz8EoRrdLaZPSJosibVLapLTJmtkmbWoDi5iYGGbNmoWu69x+++3cf//9bN68mX379uHs7Mz7779vSA4DBgygRYsWAIwePZr27dtXafzmzZsD8MILLzBv3rxKi32zHNavX8+WLVvw9vZm1qxZaJpWpfHXrVvHsWPH0HWd6dOnYzJV/nfCTZs2kZCQwPHjxxk9ejSRkZEkJycTEBDAm2++WenxrYXR7VLapLTJq6RNKtImpU3W5DZpUx1fIYQQQghhu2xqqoMQQgghhLBd0vEVQgghhBA2QTq+QgghhBDCJkjHVwghhBBC2ATp+AohhBBCCJsgHV8hhBBCCGETpOMrhBBCCCFsgnR8hRBCCCGETbA3OgFRvU2YMIH4+HgCAgKIiIgwOh0hbJ60SSGsi7RJ6yIjvqLcNm/eTMOGDVmwYAHnz59HNgEUwljSJoWwLtImrY90fEW5LVu2jP79+5Ofn4+Dg0Ol7hsuhCiZtEkhrIu0SesjUx1EuZ08eZKJEydy9OhRxo8fb3Q6Qtg8aZNCWBdpk9ZHOr6iXHJzcwkJCeGdd94xOhUhBNImhbA20iatk0x1EOWSnp5O7969jU5DCHGFtEkhrIu0Seuk6TLTWgghhBBC2AAZ8RVCCCGEEDZBOr5CCCGEEMImSMdXCCGEEELYBOn4CiGEEEIImyAdXyGEEEIIYROk4yuEEEIIIWyCdHyFEEIIIYRNkI6vEEIIIYSwCdLxFUIIIYQQNkE6vkIIIYQQwib8P+SX/MxWDrFwAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot radial polynomials for different (n, m) combinations\n", "rho_1d = jnp.linspace(0, 1, 200)\n", "\n", "fig, axes = plt.subplots(1, 3, figsize=(7, 2.3))\n", "\n", "# m = 0 (rotationally symmetric)\n", "ax = axes[0]\n", "for n in [0, 2, 4, 6]:\n", " R = zernike_radial(rho_1d, n, 0)\n", " ax.plot(rho_1d, R, label=f\"n={n}\", linewidth=1.5)\n", "ax.set_xlabel(r\"$\\rho$\")\n", "ax.set_ylabel(r\"$R_n^0(\\rho)$\")\n", "ax.set_title(\"m = 0\")\n", "ax.legend()\n", "ax.grid(True, alpha=0.3)\n", "ax.axhline(y=0, color='k', linewidth=0.5)\n", "ax.text(-0.15, 1.05, '(a)', transform=ax.transAxes, fontweight='bold', va='top')\n", "\n", "# m = 1\n", "ax = axes[1]\n", "for n in [1, 3, 5]:\n", " R = zernike_radial(rho_1d, n, 1)\n", " ax.plot(rho_1d, R, label=f\"n={n}\", linewidth=1.5)\n", "ax.set_xlabel(r\"$\\rho$\")\n", "ax.set_ylabel(r\"$R_n^1(\\rho)$\")\n", "ax.set_title(\"m = 1\")\n", "ax.legend()\n", "ax.grid(True, alpha=0.3)\n", "ax.axhline(y=0, color='k', linewidth=0.5)\n", "ax.text(-0.15, 1.05, '(b)', transform=ax.transAxes, fontweight='bold', va='top')\n", "\n", "# m = 2\n", "ax = axes[2]\n", "for n in [2, 4, 6]:\n", " R = zernike_radial(rho_1d, n, 2)\n", " ax.plot(rho_1d, R, label=f\"n={n}\", linewidth=1.5)\n", "ax.set_xlabel(r\"$\\rho$\")\n", "ax.set_ylabel(r\"$R_n^2(\\rho)$\")\n", "ax.set_title(\"m = 2\")\n", "ax.legend()\n", "ax.grid(True, alpha=0.3)\n", "ax.axhline(y=0, color='k', linewidth=0.5)\n", "ax.text(-0.15, 1.05, '(c)', transform=ax.transAxes, fontweight='bold', va='top')\n", "\n", "plt.tight_layout()\n", "plt.savefig('Figures/zernike_radial_polynomials.pdf', bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.savefig('Figures/zernike_radial_polynomials.png', dpi=300, bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "single-poly-header", "metadata": {}, "source": [ "## 3. Individual Zernike Polynomials\n", "\n", "Generate and visualize individual Zernike polynomials using either (n, m) or Noll indexing." ] }, { "cell_type": "code", "execution_count": 6, "id": "single-poly", "metadata": {}, "outputs": [], "source": [ "def plot_zernike(rho, theta, n, m, ax, title=None):\n", " \"\"\"Plot a single Zernike polynomial.\"\"\"\n", " Z = zernike_polynomial(rho, theta, n, m, normalize=True)\n", " # Mask outside unit circle for display\n", " Z_masked = jnp.where(rho <= 1.0, Z, jnp.nan)\n", " \n", " vmax = jnp.nanmax(jnp.abs(Z_masked))\n", " im = ax.imshow(Z_masked, cmap=\"RdBu_r\", vmin=-vmax, vmax=vmax, extent=[-1.2, 1.2, -1.2, 1.2])\n", " ax.set_aspect(\"equal\")\n", " ax.axis(\"off\")\n", " \n", " if title is None:\n", " j = nm_to_noll(n, m)\n", " title = f\"Z{j} (n={n}, m={m})\"\n", " ax.set_title(title)\n", " return im" ] }, { "cell_type": "code", "execution_count": 7, "id": "first-15-zernike", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot first 15 Zernike polynomials (Noll ordering)\n", "fig, axes = plt.subplots(3, 5, figsize=(7, 4.2))\n", "\n", "aberration_names = {\n", " 1: \"Piston\",\n", " 2: \"Tilt X\",\n", " 3: \"Tilt Y\",\n", " 4: \"Defocus\",\n", " 5: \"Astig. 45°\",\n", " 6: \"Astig. 0°\",\n", " 7: \"Coma Y\",\n", " 8: \"Coma X\",\n", " 9: \"Trefoil Y\",\n", " 10: \"Trefoil X\",\n", " 11: \"Spherical\",\n", " 12: \"2nd Astig. Y\",\n", " 13: \"2nd Astig. X\",\n", " 14: \"Tetrafoil Y\",\n", " 15: \"Tetrafoil X\",\n", "}\n", "\n", "subfig_labels = 'abcdefghijklmno'\n", "\n", "for idx, j in enumerate(range(1, 16)):\n", " ax = axes.flat[idx]\n", " n, m = noll_to_nm(j)\n", " n, m = int(n), int(m)\n", " name = aberration_names.get(j, \"\")\n", " title = f\"$Z_{{{j}}}$: {name}\"\n", " plot_zernike(rho, theta, n, m, ax, title=title)\n", " ax.text(0.02, 0.98, f'({subfig_labels[idx]})', transform=ax.transAxes, \n", " fontweight='bold', va='top', color='black')\n", "\n", "plt.tight_layout()\n", "plt.savefig('Figures/zernike_first_15_modes.pdf', bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.savefig('Figures/zernike_first_15_modes.png', dpi=300, bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "pyramid-header", "metadata": {}, "source": [ "## 4. Zernike Pyramid\n", "\n", "Zernike polynomials organized by radial order n and azimuthal frequency m." ] }, { "cell_type": "code", "execution_count": 8, "id": "pyramid", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Create Zernike pyramid up to n=4\n", "max_n = 4\n", "\n", "fig, axes = plt.subplots(max_n + 1, 2 * max_n + 1, figsize=(7, 4.7))\n", "\n", "# Hide all axes initially\n", "for ax_row in axes:\n", " for ax in ax_row:\n", " ax.axis(\"off\")\n", "\n", "# Plot Zernike polynomials in pyramid arrangement\n", "subfig_idx = 0\n", "subfig_labels = 'abcdefghijklmno'\n", "\n", "for n in range(max_n + 1):\n", " m_values = list(range(-n, n + 1, 2))\n", " \n", " for m in m_values:\n", " col = max_n + m\n", " ax = axes[n, col]\n", " \n", " Z = zernike_polynomial(rho, theta, n, m, normalize=True)\n", " Z_masked = jnp.where(rho <= 1.0, Z, jnp.nan)\n", " \n", " vmax = jnp.nanmax(jnp.abs(Z_masked))\n", " if vmax > 0:\n", " ax.imshow(Z_masked, cmap=\"RdBu_r\", vmin=-vmax, vmax=vmax)\n", " else:\n", " ax.imshow(Z_masked, cmap=\"RdBu_r\")\n", " \n", " j = nm_to_noll(n, m)\n", " ax.set_title(f\"$Z_{{{j}}}$\\n({n},{m})\", fontsize=8)\n", " ax.axis(\"off\")\n", " ax.text(0.02, 0.98, f'({subfig_labels[subfig_idx]})', transform=ax.transAxes, \n", " fontsize=8, fontweight='bold', va='top', color='black')\n", " subfig_idx += 1\n", "\n", "# Add labels\n", "fig.text(0.02, 0.5, \"Radial order n\", va=\"center\", rotation=\"vertical\")\n", "fig.text(0.5, 0.02, \"Azimuthal frequency m\", ha=\"center\")\n", "\n", "plt.tight_layout(rect=[0.03, 0.03, 1, 0.97])\n", "plt.savefig('Figures/zernike_pyramid.pdf', bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.savefig('Figures/zernike_pyramid.png', dpi=300, bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "aberration-header", "metadata": {}, "source": [ "## 5. Common Optical Aberrations\n", "\n", "Janssen provides convenience functions for common aberrations." ] }, { "cell_type": "code", "execution_count": 9, "id": "setup-physical", "metadata": {}, "outputs": [], "source": [ "# Physical coordinate setup\n", "pupil_radius = 1.0 # meters (normalized)\n", "physical_extent = 1.2 * pupil_radius\n", "\n", "x_phys = jnp.linspace(-physical_extent, physical_extent, grid_size)\n", "y_phys = jnp.linspace(-physical_extent, physical_extent, grid_size)\n", "xx_phys, yy_phys = jnp.meshgrid(x_phys, y_phys)\n", "\n", "# Mask for visualization\n", "rho_phys = jnp.sqrt(xx_phys**2 + yy_phys**2) / pupil_radius" ] }, { "cell_type": "code", "execution_count": 10, "id": "common-aberrations", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Common optical aberrations\n", "def plot_aberration(phase, title, ax):\n", " \"\"\"Plot an aberration phase map.\"\"\"\n", " phase_masked = jnp.where(rho_phys <= 1.0, phase, jnp.nan)\n", " vmax = jnp.nanmax(jnp.abs(phase_masked))\n", " if vmax > 0:\n", " im = ax.imshow(phase_masked, cmap=\"RdBu_r\", vmin=-vmax, vmax=vmax)\n", " else:\n", " im = ax.imshow(phase_masked, cmap=\"RdBu_r\")\n", " ax.set_title(title)\n", " ax.axis(\"off\")\n", " return im\n", "\n", "\n", "def make_aberration(n, m, amplitude):\n", " \"\"\"Generate aberration phase using zernike_polynomial directly.\"\"\"\n", " Z = zernike_polynomial(rho_phys, jnp.arctan2(yy_phys, xx_phys), n, m, normalize=True)\n", " return 2 * jnp.pi * amplitude * Z\n", "\n", "\n", "fig, axes = plt.subplots(2, 3, figsize=(7, 4.7))\n", "\n", "# Defocus (Z4): n=2, m=0\n", "phase_defocus = make_aberration(2, 0, 1.0)\n", "plot_aberration(phase_defocus, \"Defocus ($Z_4$)\", axes[0, 0])\n", "axes[0, 0].text(0.02, 0.98, '(a)', transform=axes[0, 0].transAxes, \n", " fontweight='bold', va='top', color='black')\n", "\n", "# Vertical Astigmatism (Z6): n=2, m=2\n", "phase_astig = make_aberration(2, 2, 1.0)\n", "plot_aberration(phase_astig, \"Astigmatism 0° ($Z_6$)\", axes[0, 1])\n", "axes[0, 1].text(0.02, 0.98, '(b)', transform=axes[0, 1].transAxes, \n", " fontweight='bold', va='top', color='black')\n", "\n", "# Oblique Astigmatism (Z5): n=2, m=-2\n", "phase_astig_45 = make_aberration(2, -2, 1.0)\n", "plot_aberration(phase_astig_45, \"Astigmatism 45° ($Z_5$)\", axes[0, 2])\n", "axes[0, 2].text(0.02, 0.98, '(c)', transform=axes[0, 2].transAxes, \n", " fontweight='bold', va='top', color='black')\n", "\n", "# Horizontal Coma (Z8): n=3, m=1\n", "phase_coma = make_aberration(3, 1, 1.0)\n", "plot_aberration(phase_coma, \"Coma X ($Z_8$)\", axes[1, 0])\n", "axes[1, 0].text(0.02, 0.98, '(d)', transform=axes[1, 0].transAxes, \n", " fontweight='bold', va='top', color='black')\n", "\n", "# Spherical Aberration (Z11): n=4, m=0\n", "phase_spherical = make_aberration(4, 0, 1.0)\n", "plot_aberration(phase_spherical, \"Spherical ($Z_{11}$)\", axes[1, 1])\n", "axes[1, 1].text(0.02, 0.98, '(e)', transform=axes[1, 1].transAxes, \n", " fontweight='bold', va='top', color='black')\n", "\n", "# Trefoil (Z10): n=3, m=3\n", "phase_trefoil = make_aberration(3, 3, 1.0)\n", "plot_aberration(phase_trefoil, \"Trefoil ($Z_{10}$)\", axes[1, 2])\n", "axes[1, 2].text(0.02, 0.98, '(f)', transform=axes[1, 2].transAxes, \n", " fontweight='bold', va='top', color='black')\n", "\n", "plt.tight_layout()\n", "plt.savefig('Figures/zernike_common_aberrations.pdf', bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.savefig('Figures/zernike_common_aberrations.png', dpi=300, bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "generate-header", "metadata": {}, "source": [ "## 6. Generating Aberrations from Coefficients\n", "\n", "Combine multiple Zernike modes to create complex wavefront aberrations." ] }, { "cell_type": "code", "execution_count": 11, "id": "generate-noll", "metadata": {}, "outputs": [ { "data": { "image/png": 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IEBUEQRhixo8fD8D8g9zV1dXi2QiCIAw9a9euxdSpU/2/f40QISoIgjDEuHB8V1eXCFFBELYq+ktHkqp5QRAEQRAEoSWIEBUEQRAEQRBawoCF6DnnnINrr702Gnv++edx2GGHDfTSgiAIgiAIwhbMgIRoT08PfvGLX+D444+PxqdPn4729nbcf//9A5qcIAiCIAiCsOUyICF600034ZBDDsGvfvUrTJ48GdOnT8dFF10EAPjIRz6Cn/zkJ4MySUEQBEEQBGHLY0BCdMmSJdhrr71wzz334LLLLsMXv/hFfPe73wUAzJo1C08++eSgTFIQBEEQBEHY8hhQ+6YXX3wR+++/P6ZPn44LLrgARIRqtQoA2HHHHbFy5cpBmaQgCEIrWLx4MS6++GIAwGWXXYauri78y7/8C5YtW4YkSXDllVe2doKCIAibOQMSojvvvDNefvll/PCHP8TFF1+Mv/zlL7jiiisAAC+99FKfnfQFQRBGOpdeeikWLlyIRYsW4cYbb8RJJ52ExYsXY/fdd+9zpaRKpYJKpeJfr127FoBZ6lNrPeTzFgRBaDXN/ls3ICE6e/Zs/Od//ic+8YlP4PTTT8cxxxyDN998E6tXr8ZTTz2FWbNmDeTygiAILYWIMGbMGMyYMQM33XQTANMpZN68eTjzzDPx6quvYtKkSXXnLViwAOeff37d+OrVq9Hb2zvk8xZGBudfcD5eXfPasN930oTtcO455w77fQWBs27duqaOG5AQfe9734t/+qd/wqOPPop/+7d/AwD84he/AABcf/31+Pa3vz2QywuCILQUpRS6u7uxfPlyTJkyBVprvPDCC5g3bx4mTpyI1atXlwrRs88+G2eddZZ/7Za623777WVlpa2Iux+8B+qodNjvu3TRUkyePHnY7ysInFGjRjV13ICE6JgxY3DCCSfg17/+NU466SQ//vzzz6NareJtb3vbQC4vCILQUk477TScfvrpICLMmTMHTz/9NFauXIlTTjkFY8eObRj16ezsRGdnZ914kiRIEllHZGtBk4ZqwboxRFp+zoSW0+zPoCIiGuK5CIIgbNWsXbsW22yzDd58801xRLci9jt0f6h3D8jv2STofzM8ctdfhv2+gsBp9t89+ZNJEARBEARBaAkiRAVBEARBEISWIEJUEARBEARBaAkiRAVBEARBEISWMPxZ1MKgobXG725ZVDdO/j/+gT3GO/w4xfsJwIff9x4opQZ30oIgCIIgCBYRopsJTzyxBM+s/Gs0RlDY+S1vBRGgyUtM85yNueeawj6CeR32ETQArc0jiHDNb//gr2eHMHfmdLxltixUIAiCIAjCwBEhOkL57/+9DZ2jx3px2TFqNHbf9yAAsYtphCaBoJjAVF5gAk58KiM0mUjV0fGEnABKzHhOhPbd9kXujiNCToT7Xvwr7ll+u793UuvBZz50zDB/OoIgCIIgbAmIEB0hPPDgQ6DRoc/W7m/ZD21pmxGadox3fNUEQBmBCKX8cUTKi1NAIbdxeud+5gW3tChMnTtKUNDaHg/nlBI6dtgZuQ7n5lmGK2/7ixeqB2xDmHvQnGH4xIRNpbe3F9Vqtc9jOjo6ml4VQxAEQRA2FRGiLaBWqyHPcxARVr6xHolKMHHnXZG2tYFpzVLhacYJiXICVTFnFICiSJAmZI5xwrONzPOc3HUVE6jWHYUVmYrQDmVc0SS4pm3cNU060D5xkheyT2Y1PHHPMmQ6w4kHToVSCmmaor29fUg/U6E5ent7sd3ocehG3udxO+64I5YvXy5iVBAEQRhSRIgOE5VKBa++9hoAYOny5zHzLfsCAMaMHh0dF4lPBW+HJirkaZItIHLHamWUKCn4EL1xS+0+AIl3Ss0x7QByTSx8r5gbCuQaSK3Tmlo3VJNCqq1bSoRcm/vn9lwiIE86kBOhgzpww5JXoQmovvg03neQySudNGlS6dKHwvBQrVbRjRyfUrugo0HTjCo0rnppJarVqghRQRAEYUgRITrE/OUvjwAgvPra69jvrXNBBOy9z35+f+qcTVe1rkLlegpezW6dT1bE7kRkQsqcx67h9qdQJiyvmGPq8jtTBU1G7ZrQvfKh+1SZUDuAyA3lOaRpYo5NXA4qERIC2smkBKRW2LZNnYlbX9bQBGzz6B3YZYdJUFA46MD9h+ATF5phlErQqcqFaMLzQQRBEARhCBEhOkTcc++9qFaq2Hv/A5AmKabtZndY4Vn8PU/MCvWuJpjwJOuQgvy+RMXilFiVvNuvCSaMTxQ7pjDh/gTG4UysUE1YyN4J0dy6oMYZNYIz1bDOKGxBkxGjLn80deF/K0pd6H/DDrPwBBFI53hl0W0YO2oU3vn2eYPwiQsbQ6oU0gatuVJIyy5BEARheBAhOsjcf//9ePPNN7HbHnthu0mTSo8hUJ0S1U4UuF3M1QSM2Exgcz+98DTHhWOCMHViU/mwPQvNW1dUKXM9cx8znrDXSSR4CVo5caqQqxDGTzWCQFXKV+JHotQLV0KuFZAkeH3bPfDXN1/Hi7/9PXbdYRIOmfvWAXzywsbQkSh0NBCiRAr9pJAKgiAIwqAgQnQQeO2117DkiScAANtNmoS3vOUtfUY2uZg0r8MSV6RCP1AiIwIBW6wE637atktOcHpn1O0HC7+zsD3ZoD9BhZ6jBVEarhkKlxKyQhVAals9pYo5plaUalLQ/jxzjOlPqpAq8u2jUuUEKpBO3A40YVssWb0KT974BxARjjvsrdhu220H8I0I/ZEqs5Xu24jr1Go1XHPNNejo6MCyZcuwbNkyJEmCK6+8clDmKQiCIGzZiBAdIA8/eD862jvw1jkHhkHSjYObSvliI394JEptIRLi1ZASLyadGLUC1QlTFcLyBOWLlZz7SQWh6cYTmP6i5rrxscqF9GHFrr2+E8W5fe5Eqau6z+1FciZKc+eqWjfVnE+++CndYWcQ7QxNhP+6/2kgq+Ez7zts074UoV/alEJ7A0c034jQ/LJly/Dggw9i3rx5WLx4MXbffXdMnTp1sKYpCIIgbOGIEB0Ajz38IGbtsTuUAqBrVgCqoCDrMPujX/Mq8a9JJeDaIITYlX8NuFZO1slEEKZOvDrnEzAh8zJRqkn5PqRKBQHLr6EBwOaZOkcVClC25VPiHE8y7mbunFBtxGjqWj+Rcd9yex33PKUQ4k9JQcPkmaY7TAWBcNXNd+NTxxwyoO9IKKeZHNG1a9dG452dnXUdD2bOnIn58+dj5cqVOOecczBv3jyceeaZePXVVzGpQWqKIAiCIDjKy2aFUvI8R3d3N27/461Y/9rL2GPGdCjSgDab0jlUntVvOoNy+7V5DZ0DpAGdmY203ZdDkYYijQQmjJ0oU3CURo8KaaLMox1PTOqlHTOOZrRPKb+vzV3LXSNR7HwzniqFBECbcqHccH7KjmtLFNpShfbU7Gt3zxOF9iRBe5KgzT5vSxTa0wTtSTiuPU3Qniq0JW48QVuSYPyUafiPh57HT2/8A7q7u5Hnkrg4WKSq7w0Apk6dim222cZvCxYsaHg9rTVeeOEFAMDEiROxevXq4XgbgiAIwmaOOKJNkOc5XnzxRTy79GkcOmdfHHzAW8wOnfV/skqsQ6rZmELki6rE7LdV7c459ceqMGbMzxC+N5F55nr6PFBAKVZ9jzivVEOZ9lD2juZasSPq7u9ySH1RFKzTCkBbl1STmZtpCWWKnsIyokCuQ2ie55im5FxThZRsmJ7IuKtESJMOtM14C256Zg06/roE+8/aE7vssjPSdGMyGYUiHQkaFiu51IsVK1agqyus9tVX/9ckSbBy5UqccsopGDt2LGbNmjWo8xUEQRC2TESI9gMR4d577sZbZ87AjvvPBvIG4rPud7oL0wcB6gSjj7H7SnntX6sovG/zSZ0QdcfY14rlmwYBqeKCJjfuckRhxScL+7tjNDseVipz8eqFqgKUzR1VcELVLvvpxpQJ8brK+UTBLiEacl1TW1mfIIhWbUP2vv0T4EWp3nlvPLCO8Oxd9+DIdxxqPwdhU2gmNN/V1RUJ0UYcccQRgzk1QRAEYStChGgf/PmO25HVajhk3z37dz+V/088qMJzc0gsKgEnUJWzMSOhqgjWMXWik+9P/DUbilJ7d22faTsXLj4VE5omLzSupHetnZzA1QiC1/cntYVQiueiAlCJWzIUrGG+awcVBKopgrLj9h6pvbdvmG9zSNdtuxv+Z9Ft6Gxvx1GHv6O/r1Eoob2P9k05icAXBEEQhgcRog34061/wL67TsH4sWOaC8H7AqXwS5yYs+nxv/ydSLUFShTc0sg59SpRQbnXXpTa4LwVq1EIX3FBalwuDSC1RUhROJ4JTRUVLVHQxtxNhROxLpUgFDdR6ZhLKXAhe/gK/JyLUBBbatSIUnLClx1DpKB3no213Rvw33+4Fe8/+l1NfKMCZ7DaNwmCIAjCQBAhWuDuP98J9K7H7F12wPjRnaaoCHBxbEOp+1lAJVBR9TwPuTuRqmByQ+O8UMVcUVJJQZS6XFHznPwyjS5jVEG5GjRbhU9hBkEUFgQp2dzN0N7JjJljQshes/O5IFWF67q80dS6pl60qtCXNFTgU5049SF8K4x1QZQSKaTjxqGXdsEv/ueP2Gl8Jw5/x6F9fyeCp6+G9uKICoIgCMOFCFHGA/cvxvSuNkzedboZ4E4oF5Ulv6eJCUkz4PI+WWMCYmLTWY123LunrrjJnqdcjFwp02OUiVHjkmp/jhGtzEH183XCNBaePgeUjflwPfxlQv/RSHzGgjSIWjvue0sZ0R1aRBlRmrIiKBfGdy6oKrikrncpP0aTcXnbtpmAMV0T8Maa13Dv4gdw8NsO6u9rFmBcz4aOKJWPC4IgCMJgI0IURjQ9/dRT2L1LYdzo8aYdU58n1A8F0acQK1XNXEu73+9246yKnqiu4T1ghKZyuaI+HO+cVCc8yYtUQmLEMOtTqlTiT9NWBLrqd+56uglqJjydCHRN7p1udoLUne8EKa/Kd05n1Cif5aw6AaxgquoTV1GPQv5oQZQCQZiOnzgJr/dswJNPPY2Ze+0phUz94NpwNdonCIIgCMPBVi9E16x5A6PfeB4zRikkSUdz+aCOOtGJWCC6w8iF32EFottRdh0Xdi8IWHZ9nwvqRKnbmGPq65rqpmzu48UGE4hmClYAwqy6BARB6t6eK7zSZHqcmmOUnwmxu3LnlAtV57Im9ljnyCZ2zi5875cJ9Y5oqMYHjKvnxGo6dhxe0hovPv0y5uwwChMnTKj//AQANjSfqNJ9WX9pJ4IgCIIwSGzVQvSF55/HhJ6/om1UJwCKWn0aioqxfDcVBWmJGHXPnfdnjrNik4XiQ+jdhe+LYtJ5lC4f1ApSVsgU7msW8CR2S59jqoLwi3JF7Xrxic8TNVcxj9w1te/GLwEaQvmaFJI4QTa4nraiHk5AQjEp6kRqCOcD8Vr3zhFN0tDvMrFuKQjQSYqUEjz013XY/c21mD59WulXt7XTZ7GS6FBBEARhmNhqhegTjz+GCZXVGDuhy4bii94hi/+qekHJMbvjHNHgMLpzQj4or5y3DZMicRc222zJCUmi4JKqxCo/86hUEuqpFEKOKrFUVL8zAUA21G+FpmLvzs5dw+RruvXsXTspbUWmacNfn2uawC4hCiBRFH2yiuWbOr/Xt5SyYf+wtKlLIWA5pgqFkD28WCey74yAdPQYPPnaq1i/4Qm8Ze+9676zrR234lXpvrLcE0EQBEEYArZKIfrQA/djm8qr2GGHbQEqqYovEimpEruIgKIQVSoOwRPLB/Wi1IlJMM1aDLdHpUAwwtUKMgDRIq0hWzMEyeOQPwuye1NVBSFtHxK48Hi9O+odUluM5MUkyx/lRdemGh++tyicA1sQpARYkRuErZuVd2FtgZNxYE3I3olSIBQ9kZ3AxO22xwt/XYHeBx/CQXMOhBBQqYJqEJqX/FpBEARhuNiqhOjSp5/GqqWPYcr4Dkyfsl3jVZL6QgEoy92MQuL1+xRbPSlUv4exkBegSgRlYbPV8qSUcXP9+cbtVLDOqXdM+T6YunV/f+uoJgm4GPVOKjm3lLx4LQpGIvjcTncNl/vpiqJ4b9KkgSB1bipsaN5lOJBbWpQJYvdJ8bQAJ4BddT6gMHnnaVi98jn85vf/i7332BV77rFHg+9o6yJJFZIGQlSKlQRBEIThYqsRoitXrkB1xRN4x+7bm4FNEaEOxeLdjiS4mzysbncilk9caLrji0LWhs6JeYYFl1U58VUXkle+QIps2ZHBdfxMvIkLV0iltXHCfCU+vMB0glGbbvemyMhlLig2AfKneuHp8krDPhVEZ5kgtU6rd0HJ5eCyMSt+vfC08+AfvwvVQwE7TpsBYAaeee4ZjBm9CjvvvBO2dlR7iiQtb12v8mGejCAIgrDVslUI0bVr1yJb/hBm7jgBlA/st6wRawUhqpLQ+N699u5iwflk+Z7KHhuyAny83Gyu/ZLSIDIZmWEJULMpJCVilD1CAUpH55hRI25DsVS4Rsh5ZXmXyhYFFYqNwvuiII6jebB9cOJQWcfVymTyaamhqAn1YX53WZugACdPeeYE95V9FoI9YOcZe2Lpy6swfvy4ptZQ35JJUoWkQVVSaPglCIIgCEPLFi9EsyxDtuRO7DJhbCwWNwXlenjGv6hVQvyFEX5RCJ+CIKvLEdXM+YxD4zx87vM7fdqnc0hzKypVyENl5yvSZtwpxEgYJzbEz8Qomy4Xo8pf140Rc0ttKN0WMvFbwRYbuRC+04euQCmx+aPR5wlWpAQWmmdh+YQdzd1P17uU45xUBWDSjjvhqZffxIFjxqCtbYv/8W9I2p4ibeCIpuU1TIIgCIIw6GzRv4nXrl2L7PHb0TWmY+AiFMomIzIRaquOyV7bF3mQ3ecEnwvbu2b25LIh3apINmTutKq9HYjtVy58nZSc79xIXRCj2otNwOZ68mtqmP1gYtSfy94Pm1dY4t4ULCUwVfWust+5pi7XU3txG+xSl9cJhGQBn9dpx7kWCmvXx6I07AeKUjaqPWPHahDGju/CQ8tfwswdurZaZ1SlCqqBI6pQPi4IgiAIg80WK0RXrlyB2tP3YJcJ4wYWjvfmJWtcaQaYuFVAkhiRRLlxODUToTq3Co4VECkNuHB7SKwMa8P7+DQLxytAuZWXXKERm6OBCoJS+4saQ7MoMtw8yM/BnOsC5bFLy51OJ0a9UernbA6Ic0nNuFtViZgg9Ut9MgFJKqzI5KfMxLFm0tPnysbvqpTUvp+uri48smwldp3UhV122aXB0VsuRoiWW5+q4acnCIIgCIPLFilElz79FCpLH8DMHbo23Qn1sWjrxuUZnGBUbD13c6wTpQq+QIhQL0it0lQgWzlvRaCPZYMJRsS5m5HQ4i+ckLS3JxRyRlW9muOuKIwoVsQKmABmgZr/KLbPX47ngKKxGHWR93CoGfTmcCH8TzDur0LIEaXCZ5Aw5VkUoQCQulzWPthhp12wdPkz6O7uwV577dn3wVsYaVuCtK1ciKalXSEEQRAEYfDZIoXoi088hLfvNICcUO9AcnfRd7u0ld3K5mYCsMIzrGxkQ/Zm5XREeZm2Yt1rxTIxivjWsVOJUBHvhaSzERHUXJ2KpYLILYpRpwjdfcIEnFvJ9V7sjIbBSIxGCrMgYAtvlDvBfo7RibFG5lkQXtBGqOjtNGLabnviqYfv2+qEaJImSBo4ogmJEBUEQRCGhy1OiD50/2Ls0J5tWjjetS9iqka51Wd45bs9hpQTpME5NfFmXtOtfTGR2WmEH0VCjce84dWVKfFRDZQXggKL3El7Hn8fRVfUC8VIEtuwv3/nYT+RLTiKdW4wRF1HT3t55oLy8L3PNVXs9vxFMTWBfS/urRIo7pzF3mIZfQWZ3SnbbLc9HnroYRx44AF9HL1lkXQkSBo4okmDFZcEQRAEYbDZon7jPPHYoxj3ypPYfeIoQGf9b6TZZkPWOjcbkRGbWtsthw9ra+33Q2vTZshdAxSWDLXX9PvcPfg9AQTVReEaPlmy0T6m1Ig/4ftKrgEW4abiNcLK72GJUF1/rEVFj8prShVemk35I3y9lj/FHxfWllcwuaOKX8OemyjlNwWFRKF0cyclqN/cOutumzp9BqpJO55YsqTuPW6pOEe00SYYFi9ejBNPPBEnnngi1q5d68fvuecefP7zn2/hzARBELYMthhHdMULz6PrxYcxuasz5GVayLVIKkIFv8w3dAe8l0YwIWwFkG/6DvjKdbe6UZKY+xTGQrsj5ozWhbSpMBZelLqibrrFPpvcVY3faLhZ0UGtT0AtHXLB+dhDDR+bczddEyqWCuoP4s6oG9eF8/0yoQjik2Ul+LcQ3mo8UaeX3cpO9e8jCGPOTlOnY81rq7FixQpMnTq1/qQtjKQtQdrewBHdsv4+HRCXXnopFi5ciEWLFuHGG2/ESSedhHXr1uFXv/oVsqzxohiVSgWVSsW/diJWaw2t+/LphS2JRCVoRRcKUon8nAktp9mfwS1CiK554w2MW3oHxoxu862UihD1HapXSRpcS8C3ZjK4CnUyYipheZ+ueX1DMZoGUerklXvtHovCqFQI9gMPt7vu8M2eB4rUpVK2DVTUPiqJQvSJsr0+URSlrK0TH7f/9UJVFW4b3d/8060pdnCZpo3zVSneh+isespWtlQAtpu0PXp7e7BmzRpMmDCh4flbAipNGlfNaxGiDiLCmDFjMGPGDNx0000AgAULFuDLX/4yvvrVrzY8b8GCBTj//PPrxlevXo3e3t4hm68wsthztz2htinv1zuU0G45XnnllWG/75bE+Recj1fXvDbs9500YTuce865w37foWDdunVNHbfZC1EiQsfDv0Oaqo0rTlKxAPQCVinjmPFqd9uWySigxDijScH5hFVmiWIObNGts6HvYVjL2zeqHyacq8lFKe8xGgzYWIxGdVbMtAXCmudFQepoJEz7nWvp/I34HTN6DDbkGSZsxPU2R/pcWUkP/c/n5oJSCt3d3Vi+fDmmTJmC9evXY8mSJfjmN7+Ju+++Gw8//DAOOOCAuvPOPvtsnHXWWf712rVrMXXqVGy//fZbbe/arZGly5ZCzWiBEF2WY/LkycN+3y2Jux+8B+qo4f/uli5ausV8d6NGjWrquM1eiD795BJMA+rC8aVwl5M0U00ssZDIVsUnQZD6giWbf6lUiRg1a/rUh8ddwY9zT5thUyzR4Yet3lnqigKIBGdDMeqOo74FaXHFJG8A9zG/hnMvfL5czKokwVNPPYWZM2c2vsBmTtKRImkv/0c2UY0+0XpqtRquueYadHR0YMOGDXjggQcwfvx4XHjhhYM11ZZy2mmn4fTTTwcRYc6cOVi5ciV+/etfAwBOOeWUUhEKAJ2dnejs7KwbT5JEisG2IrRPyRpeiLT8nA0Q+e4GTrPvY7MWog/ccxd2XfMkVHvab5seAECes9WCmBAxcWDzhFXJE5gYVYjD1LBi1C2TWMzhdFrSi9QmGbAGdYpqGFxXNBaBfR0TFfSz/UVXtShIS3OtnBotvXfjz6DoovKPLE1TjBo/AQ888AAOOuightfYnElS9OGImkdenAOUi6tly5bhwQcfxLx587Bo0SJcf/31+NKXvoSVK1duEQsFzJ07F3Pnzi3dd8UVVwzzbARBELY8NlvZffdtizD55ccwNkWodC9uUYW62chXsfNKdlZVzp1Vd6zdFcZLhE9hjIqFUM2yqSLS9zC19x+G8H/ZFBretbCDFwxFgpA5pNGYivfxLYEq3fwx9lxeVe/G/WsVKvKVArrGj8c2207CXXffPbAPZYSStqVmvfmyrc384TR16lRss802fluwYEHddWbOnIn58+cDAEaPHg0A2HXXXbFq1arhezOCIAjCZstm64jSS89i+23Zeu6lB3HXU0VWnFtp04Xjw3GoD8f7ahmK49FACNEPJy5UrbgcQx8qkJ8bXyN0CgiPtClCuGSKRdczcj/tQVEIn0+trDsVn3+z8yg8L+rzqLUUvz+AyZO3x6oXV2zcDTcT+lxr3o6vWLEiymcsCzVzXBHOc889hw9+8IODNFNBEARhS2azdERv++//wm6jcyMYG22uGtxtvP8nzD7XI9S8LPTfZM5o3+5m8/l0A6LO4exLkRXSD1SdHOvnVMVfNEy27PudNwqjNz5CFV40ckDLLlvulMZuaPg4TEFaYguU+HGxS6qw24zd8Kc//anPd7o54qrmG20A0NXVFW39CdGjjjoKZ5xxBpIkwbRp04bjbQiCIAibOZudI/rnRbfgLdkqjGtXptKdVb974xIwy2A6peQdSxeG5xXzRevN5XrycVeR4/sL9TtP37e0abeUO5Nwdi2rfGf74xuxcfM8hOUbPTY7paIgjXf3tZY79bUzuoWKji188v7jiIbKLt2/7vWV8eZ5OCYeU769kwKw7bYT0TF7Nu666y4ceuih/bybzYe0vQ1pe/n//NMmvzvHEUccMQgzEgRBELZGNishSkTIKj0Y16aYecmcS/ckCeHlulZM/pwgRknnpo/oJqBUg/NU4YmrwlcqtHtyVff9CdsSMUpFUVpyv7pHZT8XpaKxYD+6/fye8Zsqkyj+q+ijgr3hW0P9OSV/IpQf0MQwX7HJH2NfJ2zQHcc/VSdIu8aPR61WM+23WpB7OyT00UcUsrKSIAiCMExsNr9x8jzH3bctwtx8RVyQVCZXdAitk23HRAQWskehfRPKr1OkTDR61VL8KPsQiYWnsRsa7hH1AeU9T6P8TsTnNvMegFjc9nl8QdBa9EYozk1NXmgUii87pizM7wqP/HH2QLfUJ5RzSQsiVAURqmwP2YPfOgf33HM38nwjetWOYJK2NiTtDba2zervU0EQBGEzZrMRoi+uXIED1z9Zv0PruEqeyx6XLwqEpSKjsGN4HuWK9heabCj4jBisC8tzN9Q1uld9uaEqiNBGofkobF5wSvtyQ/057BqRG1pyvoUKj9EY8edUt38gqD62+Di2Dj2vyncfEcIPvFKhsj5RIU/UP4ddfMB3V9CYs8/sLaYa3OSCpg22zeafBUEQBGEzZ7P4jZPnOZ59eDFI59EWCozc8jzWCS0WF5FGJI1KwvoxRdezwevSHEq+j4tHVa+gVMmxKikRjIm/NhWr3NkconB9o5A83+pC8g28RZVEIrRvcUmNXw1RXZdxO1Xp11QseAouaGG/YiLV5RK7nyXSJudYazy79OktwhVtplhJEARBEIaazSIGV6lUcDC9GAZc6JqF1xVfstPE4YMYIxgxERUoNXA1nTKJhhK2L4i1eudTMedTxWOJc0GLTmjB0WwQpg9Ctriv4Kr2JTKL4rgwTz+d4jHsU/PNCIASN5QiM7koQkvzSwcoTnn7JT/GBiIBake8CGXj/jjrfprJWRGKIEoPmbMvqtWq75m5udJnsVIzq5QJgiAIwiCwWVgf9//n1SFk7p2qYgP5QkidCt4dEYgUot6inGJxTt3r+IlKSsLfDcVdQfj5Y1ixkDsusuqKgrJ4DyZgedifidZmRCjx+yMp3D9qguUFZTMilNiLRiK0uGznxuCdzWgsDGyMCA0TsukdlFsnlLvsZv/9d9+xyXMeKYgjKgiCIIwENgtHdP/R3UZAcnHohKeCHafQZ547o8VcwQbUVUM7MZPEIW4oZccUq3pPwjjPBfXHupsXRSjAhSz5LMYSockdUbaPGglhd70oNaDEKfXXLRG5KBeh0Vdgj3IitK88Un6ePavxF9IPvBVTGGPPEQSmOzISoeyY2AmlEIq3TrrPE4WG0hoHzt5zk+c9UnDFSqX7cnFEBUEQhOFhxFsfj/70u2hTsE6oK0hi9JWEWHRNixcva1EUOYtgj8XjGjx311XKtoRSZmHvSOA1EKFR2L7odrL9pSIUiESwe13miDp31Tuw9akHRdez2FZVNxChdW5pyVdC9v8GQt1Hzp5H3x4L3XMR6pf5dDPvU4RqOBEK0uhIUzx+350Dmn+rEUdUEARBGAmM6N84D/7ku9htVB6LDi9IC9Xxfnd92N7hJUmUn4nQQ7Tgino3kzmfquCCup6g0ThUuGaSBrEX2XFlItLNYVNEaOI3At/fwAlV8Tk8rM8/PV0UmYXq+KIIDd9D/NkTAE0DF6ANKfl7oS8RGk6xoXcuQoGCCCUvQp0o3XPaFPzlz7cOzXsZBsy68m0Ntk3rqSsIgiAIG8uIFaKvvfYqOqABBVslP4BwoXKish8RVBdSrw+/9ytCeY6oE6GRI5pEbZ0AWNHInFgvQrlQbCBCC8fExU6NGtZz17RYXW/QFItQoF6Eun26eEwhV1TbXq6NKIrcgUjVsm6ufYpQr6QLf9gw511xUWrFqiJCR1uK119/fQCzbR3iiAqCIAgjgRH7G+fx3/0cM0bHmYaRGC3rGVokcjidIHMvEyZQEQQbCqew51EeqWokQq1rmtSH301IvkSEqsSL2liEFsPqCRsvXKtYmFQUzf2IUB5Wd5+kF5k+FO8WB6BYgFIsQP11GghQKmxln/fGCFJVeAQK35UfK8zCF8BZ15NiARrC9Pw4NzmNPXbZAU/cf1eTsxxZiBAVBEEQRgIjt1jJ/+LnoXQ7Vrr8pIOLTSZRCMEeK5ar1AnJgruZJFCqKDj7E6FlQrKBM9kwfzMWjXEP0YIILSs2Kt6rrBiJfZbOleTPQ/GReREVI5UVKFF98H0gDqf72vqkjwNK9KgtTnL/YY6ot2RZ71Cf6mGOU6yCvnzB082DpK0daXt7+b5MipUEQRCE4WFEWh/3330nJqHHvOhrpSM+7vIBS51NFYtQLyRVdG5UvMNcx3oRWlgpqU8R6pzQcGwoTCqMR45nfG2KruVSA9JwTqFi3l8vuld5iL8YGtdck7n/i8Ly8KI0OrcgQsvyRvvbyrTdxsq9UvHJ/j7xV/UTt22a3Ix94RJzQskVK+UA5b7B/eSuMXhg8X0bOcPWI46oIAiCMBIYkY7om88vxexR1g0FwNswmRZN9jURoKxnVlQf/QlSLj4BW0btGtLDi7Zy11MVBGeZCOX5oom/LxXEoAvxR0VJBeeSCmH7IE7L8zyj65W4pK5vaDH304fZgVBURPXHuecOd2ydYKT6saZEJdlvTkVD0bdZ6MxVwP1Rwl/xk3nygXM2C2F6V8Bkx71QZassgTR2m7Id7liyopl3NaJw68qX7ss2/5WjBEEQhM2DEWd93Hv7rdijsoqFRItwF9RVetuXpQLTuZesIMgLztQ7i4AqHIfSCnkjQlP4vE4nVutEKH8OJhxjURtEY4JYhJrjybWA4rmkRRFa6qqGOdcVMyGYga4Nk18rwOaBel1WPA7O+TT/p60MjcRq5KjGW38UXdbGx0VKuJQynerHSl3PoiJ3IpRXzLvJhfD9rB3G4r57Nq9cUXFEBUEQhJHAiHNEKxvWY1JHibLQOlSbOxo5Yk7Q8eOjY5lAtG2WFK9sdw4kYhFqrslEqDvPt2ji4XEwcYkgQpm72UhM1otThPnyavpovJhD2tgF5c4m4Krjy1sxxTmjJc4noaHI3NjlO7nDSeyJc0eLrig/tqE5ivB1mIN5MVKJXxsVKOm6LRQ0BYE6uWscnl2xtvk3OgJQiWooOH3KiiAIgiAMMSPK+vjLA4txwGsPh4ESVzRyPR19CFQViUjmhnInNRKS5tjgcobzVZoysVgQoUla7ooCpZXxkTDl57lQfFlVPHc73bhzSPk5/nnq80QJoSWT+0TNa1cJb8Y1WI6o3e+PAUIep71WWeumvtJ6+6LsXG5Qsgd7/CbcJLohTMi94XVcSJ7h+4m6D8jkjc6d3I7HHn1kYPMZRpK29j43QRAEQRgORpYjSkACAmnaBFcmdhTjkDyYCGW5m751ExDC9PYY55CWiVCfE1roE1oXdkccJq/LB41TBuqq4qNrIDqWt4aqD/lbQYs4xM0FKBA7nMVQuGYvSoVhyT6O3giRaBzL+PvmOaDuSi4deMBErb9C7ie0LvQMjV1R5VqEFZxRaI00UUA2QGE8nLg/ohrtEwRBEIRhYMQI0UqlgtdXLsPuDY8oKBCWywlwk1TFhyr/n7j6PRKmzvnsX4SqovPpXNOCCK1vOs9C5A1D8bEwNS4oE9MFIRpVyxfaNRVD6xqwYfSSCniw3qFMQOqCAPXPC6F9HtbfFIhCzqey35dic1MqFqNkv+JmdGndjwK/aT9Zq5EbykUp2HOdAzoH5Tle/esKVGbOQmdnZz+zaj2qvR2qQfsm1S7FSoIgCMLwMGKE6Guvrsbb1j3ZWFkkLpzeSJAGMQlVKFDyRUf2eF8hz4VpQYS6ayQNRGi0pCciwRkJxMS5oOWCFeCuaXg/kQsaFTEVG9MXxhG7m2F1pCBAeai7KEDLHFSUjDVqVB+9LtF5jSrd3TC5ybn0BwR3tEx4eue0Kbe0kOYRdeFn1fNREZPLGw3OqWnjFPZBG0H69skpXn39dUyZMqW/ibQecUQFQRCEEcCIEaKAETdlK+JERMVAzunktijbxxrTe+czEqpWaCYFZ1QVquMVd0ULIlQpmGU7nbPZRyg+KlZirmkSi03ihVbsHvWh+3IBGglRW00U5XGiXlDWCVB+DhNwxTB9cYxTOtxAnHrHszAvKFUvRpkrWrx0nz89DSdarKCPPqHw2of0nSNqwvLkndHNqBG8Sy1ptE8QBEEQhoER8RunVqvh+Zt+tpFnOVGG4DxaYaZgRR2c6CyITCcS0zR2Rq0gLLZoUmlwSctFaFLfNkm5MXesc1PTIEJ5oRJYMRIrNjL7GhUjhTC8K0TyS3LCtlZiwjTa74qQEDewd89NWyZTpOSvXdiKbZoa7mcbL5jyW8m1uFCOhLDb54+tX8mpT5rJIfB9Q3VwSkkjKm4iAij3bijpHCCNFff8AbVabWNm1BJU2g7V1mBLpVhJEARBGB5GhBDN8xz7dHTX7yg4i4qJzVC57t6CEZ7B6XROKCLxqCIRya5pw+51ItT38UytcE3iLSn2B01itzMSpynIhe6T+JxYgPLrpEGEJnw8iFAuNslXuZcIP1v97gVqmbi0/8eFLRALxUaCk0OF/ytSJj7deLgGO5btq7uac2/d/j7FJsEXG7GhIDC56+mOd9djy33a48k3tzfu6AGTR0NvDs6oC8032prkt7/9LT760Y/i5JNPxtNPPz2EExYEQRC2REZEaL7fNjx18VbmhvrenojD397BTOvHrFAtitBwLSZC3S9l54qWFSXxEHuxz2cSntct38lbOfU5hsgBBZjwtJ+CF5+IRVtU/V44p9ExKBzHj+X05UWWSM+6EVcp76+twr1c0wSyw8Ri8zxflMJpGw8vPorkMN/vFLu2h8RFSshzkNbmMTfO6IDbSg0Dzv0s35cBANauXRuNd3Z21hVi/fnPf8aUKVNQqVQwbdq0oZnsIPPmm29im222afU0BEEQBIwQIbr25wswpq0ZOcHdTFi3EvFzv358EnJH/QpITmS657EIVanrC8oLk1DfnqmR4AQPxYdio9L2SoqvA8/Eqc8RTf37ABCvCx8JUBe+7kOAlghUfkwz4rPU16Q66daQSGt6kUl+TEFFVfKawt8WZWKTAN/OiewRCsbBbcrm72PioTUTWAGTHWc5o+SLlpg4JULP7ddh1HtObmYWraOJHNGpU6dGw+eeey7OO++8aOzDH/4w9t13X/zmN7/BzTffjOOOO24oZjtgHnroIVx//fXo7u7G6NGj0d3djXHjxuHDH/4wDjzwwFZPTxAEYatlRAjRWDgUqlD8CkaFo5xIVGk4noWwfSN7Lyzdvv5EKF83Pi5Y8s5qVJQUHMv6ED2YWOWFSoWG9r6FE3dt+xegsCF0H0EGE6VOkLoPzIvRwgpKpeKT2D3YvvqvLrpOI7xZjTBXvo8AkCLfE4FIhQImYuc2cEX7omnH1H8YbBlPFoL3rfsjh9Qer7VxQq1LmuiR3/6o7/ZNZnzFihXo6ury42VtqZ599lnMmTMHkydPxhNPPDE0kx0E1q1bhwULFtSN33777S2YjSAIguBoeY7oQ/fdHXdmUijkcQJeSjhFUwhXhzxOlxcaiz7lRV8zIpSH5wsiVBWLkpxjWhiz4rJ+rHC+H0sL1wzHOT/O5Wvy1ZB8YRGFcc2PBdsHsgVKxZxQgyte0iw/1Mkvt5XllLo59IWff+G+UUDcvRf0LZZ52JsLcP462t8U0UxYCD64n1GRks8JDeLTuaHQORLK8dDie5u+e0toIke0q6sr2sqEaFdXF0455RRceuml+NjHPjbc76Jp3vnOd+LCCy/E0qVLMX/+fJx//vl+XBAEQWgdLXdExz/8e7R3AHCFRiV4N9QK0KhHaFleqM8DTVlFfBqN+9B9UhShbfXXAqzYTMM9fYgeBRGp6p3RqLVTieNZkmNaDJebx0IVvD+GYsHm9/XtfpatnsTkWDTuX7Nrbgz+TwpVyAvlOwHfmskozNgZdWY5FfYptj+aK3NTG+NEJh8rhOW95etekxWgzg3VVmGbPNE2aExYfi/wtoOb+WhagkrSKLWluK9Zjj32WBx77LGDNa0h5cUXX8SSJUvwmc98BosWLWr1dARBEASMAEcUQIkADXmeYSix2o7nVLoc0CAOFRN6voI+Zb1Ci85nfyLUuqvklgBlIpSg7HgQuZHbabeGjqcXx2ZekQvK3MOcStxMwFfIF91JUxVf7n6Gc/qonI/GKdqiavdmN4SNr10PBI1XJpjLRK/XhO6FfxrnsDbd1Klwg1BNzyYVheVdLqjrH2ryQyNnVNvjRjBbY/umXXbZBTfeeCMmT56McePGtXo6giAIAkaAIxrhwuosqVD5MDwPyfsYfsj99CH5tCAmXXg+jMci1F6j7rzwPOoPCidMi/mgbDnOsnOB8vxSV9BU0ooJgO/1yQWbE13hGPNYdEyL+8CvD3ghR4X9nGKeqKMZmef/vGCGI/+bg4hY8ZLyByll58GcUZdMGnJNmQVacD4JaG5d+kgscjUcP1cFZc1bNhFbWYm8irdjI5mtsKH9iSeeiEcffRQ77bQTzj333FZPRxAEQUCLHdHbrrgI27YVJI1TFFyQuoIlHpJP4r6iUZW7inNBuQj1uZ9RdXyZCA3OZVTZ7vNBQ5snSurdzfhclg9at0yoEaE8B9O5mjnL+STnTqI+N7TojEb7EOd9Rg3tUe509teUPj52IxxTxPeIBbbtb4qCHkQssMHOAXsE39fUT19RKPIzC4KUh+U1E5k8NE+wzqgG5Tm2bc/xp59c0tRMWoErVmq0bYl85StfwQ033ICXX34ZZ555ZqunIwiCIKDFjujYvBttqbGulGu75FxGMDc0WvKSFSLZRvMq2hfnhaokBVInXlO2VGd/IrToXKqSMdRXz9sQu5kPE5yADeOza1nLTjORxpfkdG6kd0UbuKUo7ONh6jpnlIXE3SMXc9wp9fubDXMXjuVnGXMzWJTO9SQwN9PdnFfGM2dUQUET7zFKoRepfbP9LhFbNrlI5Zonfm15Hpa3zicAUO4KlMpC8znatMbYvKe5ubSCrXCt+a6uLowbNw4HHHAAVq1a1erpCIIgCBghOaJ1+FxMsDAhLzgCQoulwj7AKBXfsD7sb1aEUrEKvljtblc7Kh4TVc+7fFO3/GfSFl/LiqqcXHV7cBRz70jWO53OPcwpLM8ZV80HxzTX3Nl0VfFxNX3RAfXXADXMNd2YLcr9RHA9o31U1IL1zih/dNeLUgua18qNf+yc+CyqcX9zp+pzL0h5c3uyTe3960Z5DSOBQVpZaXPi6KOPxmOPPYb3v//9+PCHP9zq6QiCIAgYATmiXCyG584NdcVICevkxBrT+/zOQkjeheVZVXyUS5r2LUK9KxuNIX5dcD3rKuLLKuph8kg1wFxPI1bi9d6ta0m8Mt4KuRKHk7ulYM+d+8mv4eAaqdgSqSifBiTyVHy+9y/td04UHFFFgFbmr6O6nqFkDyDz+SU+pdSMNWuEmvsUckOL79orX23zQ60ravuF+ju7VZV0EKNekOocRBsxqWHGFSs12rclcuutt+Lss8/GvHnzmnbOFy9ejIsvvhgAcNlll6GrqwuXXHIJHnnkEUyaNAnf/va3h3DGgiAIWz4tc0SXPPoIRsM1/ub9e9iUfLN3hCr0KIfUiUYVxKbrDcoczyiXNE0bVMc3WDO+sP57lAvKj/HN85kLqtLo2k6EOoFZVgnvXNFi39CcCLlrX8kdzrpjmZMajXH3k8Cr53mv0GJeaFnlfDNbJIqd++mEth+nuMAK5j9+0c3SlIQg0usEM7tG09q57CLuBsVHe1NywpNcwRJ3UY1wpTzHqLyCJY8+0uxMhpeSfOgoDWUL5Gtf+xqWLl2Ks846C9/4xjeaOufSSy/FwoUL8bGPfQw33ngjACBJElxxxRVYs2YNuru7h3LKgiAIWzwtc0T/et8iHNSeAbCtk3jzeldNDgAqse4oyxt1zqbLF3XH2C2E4FkLJxeaT9Ko3VPsejJxmiR11fL1IhRRuL4+j1QBdtlPLqiideGd60mwoXB3jBmMcz+DM8rPM/KHFfRwYYeSUDf7HorOaJmA4/1G+0PB9vdk5xiz2nwGKhidYTLKTVyBFJAYk5Mf4H8cKAxF/UPD+ybTvQDMVe1zvlwpuws6QclFqFvGk4lP5oSSdUKR29ZOmjA1qeLBu/8Xs/fdr+nPb7igpM2kizTYN1z09PTgiiuuwNKlS1GpVNDZ2Ym99toLp5xyCkaNGjWo93r88cfx+OOPY8OGDZg+fXpT5xARxowZgxkzZuCmm24CAHzhC1/AhRdeiOeee660yT8AVCoVVCoV/3rt2rUAAK019EjvqCAMGolK2L9ewwepRH7OBoh8dwOn2ffRMiHqCuL964QXKTGRCHug289FJHcruWOqXI4oC82n9U5mfai9TITakHqdM1rinvI+o95hDcKSh9djIVoUnOVCtVyABtFHfYy550BcL163Jn1BdAZR3MR3qoywU/x4ZcUpXKsmG45n+32upyIoUiY87wRm4dGE6s0L8oLVnFf2b4Y/rxnse1dFUWqFKjlBaldRil7rLBakWoMyDaTNi/hhhf/vq2zfMHHttddi/vz5mDJlih9btWoVrrnmGpx66qmDeq+lS5fin/7pnzBp0iS88sorTZ2jlEJ3dzeWL1/u5/ib3/wG//iP/4hqtYpHH30UBxxwQN15CxYs8Ks3cVavXo3e3t4BvQ9h82HP3faE2mb4c65pt7zhz/j5F5yPV9e8NswzAiZN2A7nnnPusN93UxmJ393mxrp165o6rrU5osVfeLxJPe8T6l1PWynvw+3W/WSrHflxXnihGojXZkSoF5h9nFM3FlZH4g4ndyZdQ3ouUoG4Qr5Rf9DIAY3EpxkH+PXCx0vsno6cHcBd0zBGTQlR5bdY9SX2GiAgUQVBCkT9Pk0KqFGXZMVnYt1VYn+1OPfTOav96cyGxmhd03kKY8WQPHdC/WvXuomN6RyUa+hcm3lvhJs8rET/WyvZN0zcd999uPfee/1fzl1dXbj44osHXYQCwIYNG/C5z30OHR0deP3113HzzTf3e85pp52G008/HUSEOXPm4Mknn8Tjjz+OW265BQAwc+bM0vPOPvtsnHXWWf712rVrMXXqVGy//fbo6uoanDckjHiWLlsKNaMFYmZZjsmTJ5fuu/vBe6COGv45LV20tOGcRiIj8bvb3Gg2qtViIQoo11rJj6ngbrqDwJvV25ZM/hcpC8/bPE3jfiqvjow4Tc0KS2WuJheUdW6p/UEsyxm158VuqZFasQuKUH0OADYvM3I9S/IhuQjkYX3UHReEKRALSn5vFI5zfUbdgaUmOpmVnfr8GpURmTyHEzAiMif3LVo70wpSECFNVBRqB4IYJVuAxNs1+TB8I2G5SRDbCu+LJ7fCCU0dckRzFpZ3QjXX8ab6/uxaBaVtoLRBaL7B+FCwcOFCfPrTn8Z5550HpRTOO++8IbvXsmXLcMopp2D69On48Y9/3NQ5c+fOxdy5c6Oxf/7nf+73vM7OztKwfZIkSLbQBQOEejRpqBaUYhDphj9nI3FOIxH5nAZOs++jJUK0mDegmPCMw/VJQZQiaFYvPJn49MVMzt1MgzNaF5qPBWjDwiR7r/r9KYp9RBu5oCEHtOCKUqFq3n0+Za5oqVANbmPsipob5uxjju8Tnju4WK37vvoRoglUnVhNXHcA/5qQWxGqiZAohVxTJGKd4FQw6QoJW0/enRM0KUGTso4rr7ZH3xZp2XspDrkqeSdCbVGS/5SLz5kgBQg6z70QRWJyAkfcPywjJDQPAH/9619NDjERXnzxxSG7T5Ik2H777XHRRRfhzTffHLL7CIIgCM3TEiF66/U/xdvUGwg2mP2P7wXK3M4yN9Q5og5/bBIJz3IRquoEZEMR6nNUi05pWtfCyYlQ3l7JidA6V9QfE4vLYhGTOycWnsEtDeI2HAs2By4OeTU+H3MQGgvOxkJUWdeTCqPsojBCM7dCU3uZ7L8xaBuu1/Z6PiTPruEKoNwx/D7mWkGBaiKkm9TYXofXXmzC6s3giLo2TqaJPVtliQlQbXuKvmXD8/jDtVfimE+c0tx8houkzWyN9g0j3//+9/HTn/4USZLgwgsvHLL7HH300Zg5cya+/vWvY8KECUN2H0EQBKF5WleslKiQ8xntYDmgrK+o2Rce/frwaVvsnNqt1E211+dtlfoUob5avpgzysPziERoFGYHE6QFgVrc758Dvmio6HI6Acpfm2tyBzXkgBbFJw/LR+KRGotNLq6jjxHG5azbp2Jxyr8+AqBIeUHq3VFXAk92rSRfnGTEpXLvldcj2f1hbaXCvJkz2refaz5l5efrm0fZDzy0aqLSML0VpER+eU8AIU80z8td2BZDrrtDg33DyYMPPohnn30WSin8n//zf3z+5WCzZs0anHfeedBaY4cddsBXv/rVIbmPIAiC0DwtzRFVbr14V5hUKkyZuPTFRqEQSdkQvD+f544WqtiNiORrwpflhBZEZp0IDWvFOwEKxCK0kQtqHL7Q39OcV6yQb8IVLYzHYpaLT4qEJC9U0jouWuqrIKnM8XQuZ5EEFPJCmSh1hUxOvLpwfprEYtS7oAohX9T+THAH1D+6z1WF85qiWKgUOaBBmEZFS5qtnOTyR924zRN14pM7o/0o4dYwgpb4/OMf/4j3ve99mDVrFq688sohu89LL72EWq0GpRTGjRs3ZPcRBEEQmqflKysBKFSyxwJSFYSir54vbMqF4P368i6Ez0VnMyI0uKF11fIlIjQSkUyEFvM8i6siRasncdEaXbO8gIlfs3h9Lk6BuCre3xNMXzHhW0rRLVVWRJackcCE18NrI0pNNoSyPTtd3mfIE02UUZEuTJ/YxFByYhTwLilZtVk07cgez7XoRus/JyyLr12OqH1OvGDJVc27lk05F6NGkI5IJTqCckRrtRpmzJiBn/zkJ/jrX/86ZPfp7u5GV1cXlFKYOHHikN1HEARBaJ6RIUQ5SkVN673Q9L1E+xurF67NidA0umcsQlNzfEGEehe0kK/pVjwKeZ2xK0pEsQB1YpB4KLyPa0Sh/tgJ5a6q2w+webrreyHafzGS26+UgiIYEVo4xWhHFULcKhySWBHqBGwCRKJT+zi6OYZg1Ks734z4unvzaZT0Dd004YnYDfUh+TBGBCY6w+ZD8UU3NDPP/esRGZpP+gjND68QPe200zBr1iwcf/zx2H777YfsPvvttx/uuusurFu3Do899tiQ3UcQBEFonpElRJMgFKOq+KbH0rixfVT0ZFGuk2XYH+fElYhQ5tg2ygflwjCIznilJCcgvVMKRAVGxXPqw/v1uaAhFF++D4VruTly+mvP5GzGRoLKFR25YL8pOFJ+FSVNZFdWIuaa2gkloZJeMVGaOPGpbAsnwK+2ZFuN2tZOIXTvptosiovP6Ez72ruhOUizMR+et4LUrjlP2vYO9aH5HDrXGzep4SJpAxq1aRrmYqUf/OAHOPXUU5te7WhT6OnpQZZl+MpXvhIVKvX09GD06NFDdl9BEAShb1oiRJUCVKrqi4ucbnQHFXNHSyrpw7Kd/DkPsRfdzzj033f1fP8itCwU70LIfH1353CG0DtzRblT6q5nP4ZcU53ozJn4BJjItec4ARpyOOsdVIRd/Tqi7ri+vlB+VXJheDg3FN4RNW2WbOslZVMHrBjNtckZde8p7iPauDDJTa/pkHz0fl0De9SH5t2xmqI80DAe1pt3YXnKKTSzzzUoG5mO6EgKzU+fPt0XKCmlml4HfmO49tpr8de//hUbNmzAlClT8Ne//hXLli3DTjvthFNOGWEdDQRBELYiWuSIutKVvva7p/WV8F5woiBMAS8wS0Pw0eu0fNnOfkSoD38XRGhU8V4QoWWh++BemuPdfm135A1cT55f6oSmKzwKhU/xfi42uQsLd78BwguUQqgdSFwhks/vdG6mQpoEkak1gMS0XHLnFtsvWS1vHktC8uQu7iqeGpbSF9xPAlvS0xyjWPjdi013o7oG9rl3PnleqMsVNY7oyBOilKR9rDU/fMVKV1xxBU477bQoJL969WrceOON+MxnPjNo9zn11FPR29uLxx9/HMuXL8fs2bMxf/78QV/PXhAEQdg4RkhonoXKraPpRaey+5kb6ls8pU6k8uU8XRW+u3QsJgcqQp0QLBOhdRXwkZg002mUP0qFa2giHzI3rmjhHsX7Ih4DxULWURSe/Ybl+8GIR/tRq3CvRCloTVYXKhu+NzantpavEaOmkp7I5oyy7845pMSuDxgxnZANyTdRJV96SFQ1b74JVRCoxYp5I0rhn5MO+aFceAZBmvt2TiOOEeKInnDCCbjiiiuwfPly9Pb2YtSoUZgxY8aQuJSjRo3CQQcdhIMOOmjQry0IgiBsGq3rI6rgQ+SKO57hiCA+eesmLxC5G4o4N5QVFblL8bzPvkVo7KLWiVDEuZhcDJYt6elEaDF0z9s08Wr3XFsBSsbRDEVKLBeUgoB0j8XrcvFZPIYzECGq/H/s12SdSF5W5IuSbIfOWIwqpMo0qVcIeZ+KyLeIcuvMm9vUW51EYR7UyAltCHNHfU5FsSCJh+M1E6M6VMy7/FDuhNaysMznCHREB2ut+cWLF+Piiy8GAFx22WUbvY762LFj8cUvfnGjztlUnNAFJDdUEARhpNA6R5SFy+Nx53iqeD+vlHfV8WVheteEnl+fC1f/2EiElrdo0pHIayxCeSg+EqEU54cWXdCchddzuyZoTuUC1LucTJByxxWAF7PRPlCdEG0qP7QBppeoE5yuCIm3bTKC1BUXmW9SRWJUKWXPNQc5d9S1YuKbyxt1EXjAvcWNUKCFMHxUxRUfGInTqCDJheu1ZmH5eK15HYXmN+JDHSYoaesjNN/8PwuXXnopFi5ciEWLFuHGG2/ESSedNFhTHFQuuOAC/PGPf8S73vUuEBH+/Oc/46abbmr1tARBELZ6WiNEC4XsZiyIQ9fkPvQLLVTKF8RjLDjLCpKKhUvx/sEWoVzfRPsLLmgx99MUIVF0Dy8sNfn8Tu6IloXsgZAfGjWxZ88BRMdv1NdnHUrXS1T5/5qq+Ny61AmxJTntcycanRh1nwtsgRNZ59S5okV3jqyojd7Hxr6BuvfM15YHeAGS+YC1F55egPLNNq6PwvKZ3UZojmgzofm1a9dGw52dnejs7IzGiAhjxozBjBkzNlnYvfLKK3j00Uex9957Y8cddwz53oPISSedhGnTpuHwww8HYFpGCYIgCK1neMtjG8EFpBmIBKL7xaT86yQK6YOtzmTaMSX+GgQmSAtilZhLWiZCXUsl3pIpFp7lItSJyqIIDddw5xIyHURoro0bmvtxE6av2XA932/OsaF8t9njs+Jzu+nC8eY4bNTm5u7mo9l1nZvrBHXOji2Ka5eO4DoAcMFMiD9vJ745ziXlr/umxAmNdtsrMjFKXIB6EWrd0DwL+aE+LJ9HTmhey5DX8hGpQzVUnxsATJ06Fdtss43fFixYUHcdpRS6u7uxfPlyTJkyZZPm8uUvfxm//OUv8fLLL+PMM88cyNtqyPTp07F69Wqce+65+Nd//Vd85StfGZL7CIIgCBtHy4uVVCRAYds4OfGI+vC6ywGNeoWG14QkCE/v+riiFhaSt0VJZn98jhOhXmyiRHiisQjloXjUHWtD614EUhx2Z+LN5YmWtW8qK0bi97C3jkLvxSg0X3Wpue/KhcbD92Uq4sMSnq5La27D7CYv1OSJutxRBbcyk7L9Qa0Taq+TuIzQkjA9D8MTe94v5P9j3osVncq6n8qG4FW0ihKZHFEikG1g7wuXiILzyRrZ11XO10Zmjqj7Q6jRPgBYsWJFlPNZdEMB4yyefvrpICJccsklmzSXrq4ujBs3DgcccABWrVq1Sddohueffx5XXXXVkF1fEARB2HhaK0STIEJ9wRFvJqoKVfNRQZOCb2BfEJlBtIawPQ/Jx0t5OqfU5paiHxGK5kVomUDMrWvoXD/eJ9RXxzM3kQvQ+vZNTpCaT4QXNjl4MVKZEdhssZITiMQEXaKA3O834Xa3+pJZUz7kf5plO8nnhiZQtjiJoCiUN1E/urI4242SeFSojO/ruXdBwUL1rkI+bmCvmRPqC5SYGB2ROaJoPC033tXV1W/x0dy5czF37twBzeXoo4/GwoUL8f73vx8nn3zygK7VF8888wy+8IUvYKeddgIA/PM///OQ3UsQBEFojhZWzVvR6QcSvtM3uAdKBGiSmtZNip3rVkzibqg9vNi0Hvy4qE2TCtXnjURoH+H4ogh144ATofCha1do5MZdbqgpWgrPAVYhX8gTdT1IQ+ETF77huaOumT2aL1bihUnutXZqRtkm9XArItkP3nuW7I8NMv1C3WeQ2rVAnfupNYWEEStQjbB1Y+bzTdnr/kxRFYr4y9W4L0xy1fIUxnVuVlLK8/AaMKKUic2y0LzZ+pJ8rcOlZzTaN5xMmzYN//7v/46rr756SNeA/+EPf2jc+yHIQRUEQRA2jRbliBZax0SuJqtstyI0CNKUuaZJ/Wse5mdtnMI943B91NLJFSfZowmDI0I1E5suj1O7Ryrma7oNUc6nz+0kG9K3YjbeR4V8UfjQf92x0VY2Fva598vHw3viaQXw74enBzhRHH8m4UMmhJzXhg4d0YDD26p49ahNE4XJAAg9QnmYXpu/IlgPUd6yiS/r6cPyGUFnOm5ZOkKI85Xrt+HkkksuwbJlyzBq1CjceOONQ3afq666Cl/5ylfw+OOP4/bbbx+y+wiCIAjN0/pipSR2QkPvUOeKMkEKwFfVR22YnBsKRMVKaLS8J8sxdUIUcQg9CNGBiVAvCJ2AK4pGLhZ14ZFCwVGtMBYVKnGxGzmtRXEaRKTbvPvKtiBGyIvIsAVhGqcOBDFZXILUazmKm/HzPEXn6HINxLUnFV83IZYK9faFLTy4i5m80SA+yQvO3OaIstB8rgEN64LmvjhJZ3nYamYbidVKxe+8+P0PN5dccgkOO+wwvP7660N2j9deew2777473ve+9+Gee+4ZsvsIgiAIzdPaHNFIKSSsRyhzRJnwDO2cwNzPUPkehd1LipmI7Q/OaBA53gFFLIwGIkJ5gZHmYtK6ZL76nEKeqL+n5iI4Lnhy56JwX/faUZcj2uCr4FXrRs8rtlY9+5aU7RFqC41yIvuV2PZLBN8/NHVFSiw/NCGCVgop/9zhUgxcKN4VP7n5uuKkpiLxEVEUNihihEIl7QuVvDOqXXU8AaxnaHieRwLUrCnvipNy6FoGXdPQmQnNjzwZ2rfLPNzFVT/4wQ/w6quvYvTo0fjud787ZPfp6urC/fffj7PPPhvd3d1Ddh9BEASheVoqRBXPC3VJgLzHZ9TMvuhiqvqNN7Lnz71jysP3cZW8F0OIQ/Jg2mWjnVDuGmruZBbyPiOHkOWLsnOD+1herOScTaAgRAv2Fs8f7ZtwjFLK63/XqJ4LUlfmpQBflES2Mj5xeaNslSQnerUTry71omQGmlg+aLOo+LH/0/mXzHuIFkSo1kBelhtaXNYz5IfqmnFORxrO/Wy0bzi54oorcNttt6G9vR1vvPEGbr755kG/x4YNG3DBBRfgscceAxFh3333HfR7CIIgCBtPC1dWCvJARYJTRfsVz/N0PUV50RHifqBxo3qgXrgmBYEaQtGRK+qeW1fUCdWNFaG8MKmYJ+rcTr6WfKNiJS9QEULcjQQoF5/cQQU2RogGkgRmNSNYEQryYiVNzD0SW3TkKuR9ZTwoCE6bqUkAtAJSwDavh3dCCQBIRepRU1g+tJmZq7Ln5Fo02Zb5xJrYuw06hOR9eN6G5HMWnrduaHBF64uU8qpxR00f0ZHnifaVCzrcoflnn30Wp5xyCqZPn44f//jHQ3KPCy64AK+++mo0NlT3EgRBEJqn5X1EDbH4jELq4IIU9WJVKbhWTFHfUACuP2hwQwsFSrYdUSTygDqRR3Vb8yKUCuNOhLpzXT/Rhr1Ewdo6oV6AOscUCGF82DGnJ+pcUbavL1LrUrvzE2UEpbtcmijk2gpPG4JPCmLUh+NtDq+yIXhQ6Blq+oSGnqFOnCaqfF6N4GH4uDCa2CMVckPJhOddfigLyfuCJeeI5rZQiS3jWe+MWhGauW3ghVZDwUgKzSdJgu233x4XXXQR3nzzzSG5x7e+9S3ceuutGDt2LCqVCmq12pDcRxAEQdg4Wi9Ek5S9YHmhLkkQYAVN3N10wjJhpwaBSt4RLRQpsYp5584BThjGuZJRXihxZzSIvk0RoTzk3kxTeyc8ef9R7nQ6wRqN9eGKOhq16UlsKJ7v98LOiVBlRGiaBPcTcC2cghgFITSkJ7fkJ9W5nhyyuzWZPNNNJUFIKYhvEKrllXdGXUIuE51WeHpxSnHzel3LorC8rmXIq/VV82oA72GoyNFHaH5YZwJcdNFFICJ8/etfH9L2Tf/xH/+Byy+/HADwD//wDzjqqKOG7F6CIAhCc7REiL7rwx/H7ddcireN6fFjKhKkCM4mC9srniNqBtkJrI0TyweN3NCoqCkOyTt1qZnwC8fE+Zn+nHAaa0Dvwsv14pTnifI8UOdQ1j8vCt7yhvZO1Lr8VaBciDbrc7nr8k84TUzvTy9SrUjMtXE2SRkHM0kATWZ9eb5SErnQ/BBoMv43S+nliRC1awo7wKvkTY9QE473jy5Ur4MI1W5t+SxHXq0hr2a+Yt4IUOOK5rUcqw87FPPPPGPw3/QAaWZlpeHi1FNPRZ7nSNMUSqkhC5mvX78eP/vZz6CUwiuvvDIk9xAEQRA2jpYIUaXqujraHUC0xGe8gz2i3uVkjih5GywuZApuaFw/ou3mRGRYoQhAQZDy3NEQtueOZLEwifULbSBC46Ike20mQp2ojHqaOsHq8kjZMU5H8Oc8l7TZREtffAQg02SX8zQfZ6IUMjIV86kNzbskzlQRtFYmf9TOw3/n5D57JnY1oBLjqCZ1+aGmAX5c0x/Ps0iiVH1fsugvB+0r5v2krFilPPQJ9Y95fVi+bnNV85lGXrO5opld2HQENlAfScVK48aNw/e+970hv89VV12FW265BVpr/PSnPx3y+wmCIAj90/rQfB+4IqZQzOR2qJDvaccpckJ5UZI7loXqWW6odq4icWEZBKYmRLmjhFiENgq9NyNC66vqC7miCOKUL99JFAtQssIV4OIzFqgOJ2S9MIs+8PAhOyGXW+WprM6EipvPJqw63hTM2+Ikt1ISrJB07wF2NaUGaDQKx3PfszBlwLeQivY5TctaNCnniPovudC+yYXhXVieheeL68jHKyrlQYRmwRWl4a78aRYq/xFw+4aLU089FcuXL8ff/M3f+KU3h8IRPeOMM9Db2+v/aPzd734nxUqCIAgjgJEhRL0wKRQt8ee8+t0fy4qSnPvJ95X0GXX5igbXRojnfsa5oL6nqMsRZUI1NI0v9gktF6ZlItTlpbpc0RCCD4IUiNehD4I0FqdlhUqNquTL9JEiQNnyeOeKuQIlAMhtKybNOnyaT9+G3gkwNelGmLqlODXMB9esM0jOXeVzKz6qsr31P0pBcXkFHvJDfT6GdUd5n1ArSCkSoCwszzfbvD6v6dA/1D6OVCGqQdbFLt83XFx++eV45plnsNdeew3pfQ477DCMHz8exx577JDeRxAEQdg4RogQTdhjQYxG+1AftveV8Dws37jPqHNDnSPq3NBYYAZxx51R5+p5kWqP7U+E8ms0FKHMHeVN7WPnM3ZIc2tv8ns4sexXLILTYf3niDqdppgz6gRcqJg3xUY6Mf6jCT6bz92lMiQ2ru8q4dlFQ6jefQ/8Vu6OTeog38OU/zgguKOKvykvRq0DysLxsO2cTC4oFcLymXVDszo31AjQzDSxz2wz+yyHrllntJaPWCGa2xVLG+0bLk499VTsscce6O3txfnnnz9k91myZAluvPFG/OpXv4Jbb14cUUEQhNbTMiG641uPwPMP/B7T25s42FfRh96hRXFpjgtjYW0eBUJ9pTwvRiq6oQ7ulAI8PB4cSS9WwZ1TisZ0AxHqx90Y6oUmFY4jCuIWQHSMeT/h3roggoJLSkC8i+l7G4Z3B1jB6VZQStwxtmKeCMZltvOHDdH7PqI2PO6Eu+8navNNSZH9rjaOYqC+KEj9e3JfENxKSgAvXFK8YX2eAzoLOaEsX5T8kp2Z36iWmXHnitp2Tbld2vPNXXbC/qeevNHvbTjwH0uDfcOFUgpnn302Tj311CG9z+zZszFnzhz8zd/8zZDeRxAEQdg4WiZEZ+29Dx5YfEvpPuUczSQuQuLKg7j49I9FkQqgkBsKcNfTClLmhjpRF0yzID7dL2jybme8rrumWKjGa8A3FqF+qc6iCEU4ry5k36BIyTmOoRYo5I+Gz65eaRDFAtSk5SojZlVoWO/yPBPevkkTkJiwPWz/UOVcUTKC3ujXetEZ/igoF6NJUV0iFpz1bqiyRVYuP9SG4P0XbP68UC4c77/0sKJSWGPeuKDIzetoHfnMhumzHLoaXNC8FnJFa2PHYu8D9i99X63GLTXbaN9w8fLLL+Ouu+7C6tWrcddddwEADj300EG/z5IlS/Cb3/wGN954ox8TR1QQBKH1jIzQfNPwUDvicD1YiD7KKw3HedcyyhINzqcv5IGrpA9HOgHGHdRYXMaCM4TmYzFZdDh5DmjUQ5RVxTvhWSZE3TFAEM1AnCcKxK5pOaE1k5mP8THTBADZqnVl1p9PrbhNkriXqFKsp6i9jqt67ws3Nyc6i+Iz+srZ5vcXzonO9mLTClC+przflwfxyd3QnBcplVXLW5c0D0VKeTU3rZuqeXki7ghhpLRvmj9/PpYuXYq//du/xdKlS6GUGhIh+o1vfAOf+tSn8NRTT2HvvffGjjvuOOj3EARBEDaezUeIJnUNeSyKKY9CmB6h4T1xMYoQRg9mWXAWQ+5ocE9BiEQid4349dy68E6E+gPgqu1ZmN3u9vmhXIRSuRuqqdi6qRiaD++lUcP6RvCQfZq4udlPNLElYU6MKjOPNDHpDsp9Xu5rgO01OsitixrVsbnHBFy0si/AuZ5AISxf0ry+0L6JdH2BUl4z/UN1HgqT8moePWYjWIiOlBzRT37yk8N2r2984xvo7OzE5z//efzf//t/8f/+3/8btnsLgiAI5bRUiG5IOpHpGvpKE1UNBagTmDwcD/jG9byKXoVrEBNM3A1F4bHMDY32M0cz9P/k+aaG0LopdkhdCJ2vM89fFwWpEbkhNzW36rdsVSVtV2BykfZmHS4VOaLmHCM07bKcLttW2Zi7bcukNUG5FZbsBTZGhLq+pEWKLmddFgZcEVX4+t3RSiHkgmodKuS5Qxr+ggjV8VyEZjUTls/CSko+PzRzy3nmvjDJtWzSmUYVCrTzyHXdMq1RK+ZssH1bIuPHj8e4ceNwwAEHYNWqVa2ejiAIggDU9/0eTt758dPxepXLtr4oKU6qL1exT1WsVizM8DOv/XjcQ9RrFkI0TiwU77SdKUKCd0GLeaKRk4mQk8rHXU5ovQilIDw1IdfaH5drQsbC9u7cTIfepZrNtZnNvwddXwxVbBuVs/fgPlvY91dWDNUsRTnq8j3DPvff+oUzFcyKTiE/1LqixPNBeTN77cPy3g1lYXkTeq8F8Wkb1+vMuaJZ6BlaCyI0r+bonjgBn1z4/U37EIaB+p/P+Gd1S+Too4/GY489hve///34yEc+0urpCIIgCBgpoXmtgbT/w+pzPwux2WL2ICtSCnI3CCcvPC3FHqJhNHY6vXi0oqxYJd9wzEaHea6nE6FRkZMXoSiISt5WKohAza7vrhmEYQjV9/vxOpGnQtW7ee79Z5DvD+paObnPhczn7DRokxF5xe5r7q3YeJCdzh3lzif/MVD2pCgsT7kNxzsBmvueoaq4pnzuWjVlsSvK+4ZmOXSWMWfU9g+1xUrueVbTqDX5mbeKWk6oNVhCqdH45s7BBx+M5557DkSEww8/vNXTEQRBENBiRxRArAQHcpmost5JkVioejFJTjghGg9TKm/LxN3R2CkN+Z8uDO+a3BeLkPgyoTm7j99XqKwvitTidZwI5QKXu1286r+vzb1v7oiF5wXHGLFrxpc43ZSvMwhLV6xkXU0VquDd1+gFaiRCuRPqwvJuwnzlJG1kNHNEQ4V8DsoyUJYZQer7huZecGq7nnx4HfqFuhB9XslR07TR+bnDjf85bbBtiXzuc5/DgQceiDlz5uCzn/1sq6cjCIIgYAQ4omv2eAe2XXUfOgAjDjYWVdTS3C0NJStk1aYXl/ZoJ0ijMDWCy8d/J3txhxA2d8t9elHorsUdUQRRp9lzJyqLRUnGObWhd9jipEiExgLUzY27n05A2od+MS2W2DKdpJAk9jlME3vArflunE9YNzS+vt3RJHy1JdYlNtoX539ycRo3tI8SNnjjes3zQt1r54hmQF5jFfIZKKuZzYXlnROaOzGaIa9mTIS6avkctUyjmqbY/0ffbvozaAWuA0SjfVsiSZLg4IMPBhEhaZh7HrN48WJcfPHFAIDLLrsMXV1duPTSS7F48WJ0dHTgkksuwahRo4Zw1oIgCFs2LXdED3jrXNZ4fYBOTFlxTB+aKIjBcG8+k6KIdHhHFMEhtP/PQuhxDp6/ujsO9fmb7rhoiU5NNg2Ai1CXNwpbSBW7nzkTru5+PLeUb/F74iF9tr+Pr6XYNH9jSFRBPCL8/ZAwd9Qd4FIF3PHeNUVctGTmHOeB+sb1vFqeL9/JwvE+P9SG48mF46sZW00pbtXk3NBMEyoA3vqOt2/y5zIcZLlGrcGWbWLZ/G9/+1t89KMfxcknn4ynn356kGc8cM444wycfPLJ+PSnP40vfvGLTZ1z6aWXYuHChfjYxz7me5CuXr0aV199NY488kjccccdQzllQRCELZ6WO6KAKfYhraFSkyhK3s3aGMpEaJwzGuWAFi5vxGF47seZFiuKNcA5mqGy3R/NnVdyVfahAb4XiO61u5YOKyzlToTqOGzuRKibqRODvHUT0Fz7plwToOAr3F3lO/8046p51zsU2BjnM8KG0Yu1ZcbpVJEIdRX1PgcULnSvbLsmFR2XKBihCdS5olyMQps+oN4VzarWHeVV8xrxEp7GCXXFSeYxtGyqZRpVTai2tfzvu34xP7ON9wHA2rVro/HOzk50dnY2vOaf//xnTJkyBZVKBdOmTRusqQ4Kb7zxBmq1Gn72s5/hnHPOwdSpU5s6j4gwZswYzJgxAzfddBMA4LzzzsN9992HP/3pT/jud79bel6lUkGlUvGv3WeptYbeQrsSCPUkKikpqxx6SCUNf85G4pxGIvI5DZxm38eIEKJj33sq6Nar7CuKVeKmGG514foCJZf3gpPF08vD8k6YUekSmlQ4vuymToDyJve51sZ1peCIGicziFCKwvHmeqGZfRChZQKUj9T9T4tgV0uyc9emP6i7VpoM3v8YnXvJX/MCpfhYVdeeqazNU7gOC8uz8HtYRUlD6QymiCkDslrsimY1UFYFsqoNvds+oVkGXa1ZN7QW9QuNNk2oEvDJZ+8ZtM9rqHDuZ6N9AOrE2rnnnovzzjuv4TU//OEPY99998VvfvMb3HzzzTjuuOMGbb4D5ayzzsLZZ58NwPQuPeOMM/C73/2u3/OUUuju7sby5csxZcoUAMBVV12FLMtw6aWXIk3LqywXLFiA888/v2589erV6O3tHcA7ETYn9txtT6htmqnEHVxotxyvvPJK6b6ROKfzLzgfr655bZhnBEyasB3OPefc0n0j8XPa3Fi3bl1Tx40IIeohss4oH9JBoGxc+mH95e1/ypa4hN8X8kMdjcLy7prerbRhee40hd6hIaTOFatvseSuw85zsfW4SCk4u04I81WWihXyXGg7YcxXUPKRbJsL6sTcpn/UfZ2l4uIj8DxQ5deyVzAOrW/bxIqU3Gte0OTejxOhUcP6ss26oX4lJZ1FIXnTN9SuL1+t+dWTtG3XxHNCdU0jqxg3tKIJVU1R3utIpZmVlVasWIGuri4/XuaG3nDDDbjhhhsAwBcCTZ48GU888cQQzHrTaW9vx1577QUA2GuvvTB58uSmzjvttNNw+umng4gwZ84cPPnkk/jBD36A2bNn409/+hPOOOMMzJ07t+68s88+G2eddZZ/vXbtWkydOhXbb7999JkKWzZLly2FmtECMbMsb/gzPhLndPeD90AdNfxzWrpo6Wb1OW1uNJs/PyKEaJqmeGAN4YDtCr8YtWZZrGRERFN9nuop+5UbCpUaO4hFT5PYC0LIMy2e7EL5QSKGa7gCJV7U5NxQYiH+nF07ui8TlcXUgeh4Kl833KUGKJhlOrkYdWvE601wQqMVVosiUhVyQlVwOxOwFZHsOLjIRCxUw+pJLCzvRLR2bqgNu3snNLRuMm2aQkjeOKEZKDcuaV7L/OYLlapmJaW8Yt3QSm42K0irmUY116gddlDThTCtpKYJtQapG268q6urX9E0f/58zJ8/HwDw+9//HqeccgrWrVuHyy+/fHAnPEBGjx6N3/72tzjqqKPw8MMPo729r2U0AnPnzq0Tmg888EC/5zVKY0iSZLP4+RAGB00aqgWlGES64c+ZzCmwuc1pc6PZ9zEihGh7ezumHf5B4LH/QVBahd6iG50zatkId6ooPrmI5KFvAny1fPF8olA8pJnIJO96huO5wwnizmcQmkFwMjfUuamF6/KKeTfe3/vdFMHJKX68SVFgcrcSLMQOFk53ApQJy9Tmi/KQe1m1vDnPiVyqcz99v1DfR9RWxvvN9RCtAXnNiM4s7hmas76heZUJUOaGVjWhVxP+9offaVrktBK3cEGjfZvCsccei2OPPXYg0xoyvvOd7+DKK6/El770JcycOdNXwguCIAitZUQIUQdp1vMx3hEruGA1bvq9mjmGO4xMEFLh/q4Vjh8uuXhUFc/fCmB7gAa3lB8Pfm3movLCJF8hj+ZF6EDgeZquQKjsGB6iDu6mCoVJdvNFRoWwvN9YyoB3Vq0A5W6pIrLheJ4Xmvux0K7J5odmpnWTd0SjZvW2Sr6WQ1dtuyZXHe/D8qFlU0UTejejRvDFFJLivi2Nzs5O/P3f/32rpyEIgiAUGDH+73aTtse9+WSm/DTIiwn+m7FYYLGJvzV9KLz8KkXn0p9SzB6gsLpSU7clt248lYyzayIWmnzafKx+ThsvQjdWeChXwu5fly24GXCi1J3Gc1RjZ1QhTYJQ9YJXgbmeqpAfWnBDeWESa9PknFHfJ1TnIB03sOfLebotr9YiN9SvnlQxW61mRGhFE6Z+55+w3aRJG/dhtoiaXWu+0SYIgiAIw8GIEaKdnZ2YuNNUaw9qK7SCUjQvdWw5csuSZ3AW3dMBQg2eD2RNdUJ9dXsQmWEs18Ep5eF3Pwd2jdJ81SYoy15ISmxOxQRkWheSB9JEIU3MY5IwpxNBbKa++r24epJi+5S/vvI5oVyAqrqwvyIKIXitbQESK1hiBUnIc6BmGtaH5vVV6CyzBUq2Sr5mc0MrGbJKLEB9A/vcFinlhBkH7tdne6ORhAvNN9oEQRAEYTgYUaF5BYWcKJ6U1jZkX+aMBh2tmKM44Lj9AHGheu2W+aT6fFJ/bNRUnh9XzFgNz/rSCZvyzsu8TDeWJsq7kE4kuoaeTnDGF1Ghwp2LSeaauuepFatOvIYwPStMiqrpy9xQu+qTtgVJlCOqmNe5L1Ry7Zkoq4bm9dq6oZkJxZuWTbkNxbN80VosQPNqjmo195Xy1STZLKrlHTUitDUqVhqEP94EQRAEoRlGjCMKAPvNOQgPJjtHK9zUxdB9QQo7sYn80aJE8HqqqKOapCx4GZxLqt8B0/+z/Fd8/Whf0dFBzQBlb5w7nsVjim6oYoIzTZTN67RC0wlMhXjcvoYXlqEoyYXezbXgc0md89nIDU3g3FBd74bqzItRIziDI0q1qt2MG+ryQ/NqDbpaMysr2Ur5ogDNqzmyao5KTujJCd05Ye9Lz8WBB9e38RmpbI1rzQuCIAgjjxElRAGgY8xYrO6u1cfDtcv/MzuUPUBFhU0sPA+4eP4Qz5jTn0Ss30toXDQy1LjqdP/aPjqX01XTh7ZLKizBmSh/jh9TzkFl4X4VQu0+D1QF4ZokRtgmTMw27YbCuqGkoSiL3VAbild+lSTmhtqm9bDPTZP6sHynadOUeVc0EqG2bVNWM5XyFU2oTd4W47adOOTf12DiVu4q2yQ0LwiCIAwXI06IHvyOw7G0Ns4XK/mCJe6M+s0t5djANXUNPS2uR2Yz9HdYow9uOIKzvDCIO5g+JN7MNYoitOCGRo3m4cLmrPIdITTvBSS4iHQCNPQBddXwTpR6NzRR3i0tc0OLlfLRmMsN1dwNzVmhUmZbM4WiJN6+CbZdU16tIa/UbDFSzW5ZEJ7usTdDrZqj17ZrquQaO378OBzxvpHZtqgR1Uz3uQmCIAjCcDDihCgAbLPLDCxf0+urn+tFKRCEJxOmQIkLGp6Hohlm1wHl1Tqq9GmfbUkVgkgrP6B8X1n7o77uk5QIRndOcZ34suu6PEx+Dbf2e1RkxNsqsWsn9jguEFOlkKZWeDqB6cRoEp67Cnp3jzRBcEiTguCNnM/YDfUrL7H+oNCZd0CNGGV9Q10IvlYFfFi+GlfK27C8dkK0ktkCpcz3Ds0qOSq1HD25Rk+uUZs5HXseNq+PT3xkkms0dEQbrPwpCIIgCIPOiBSiBx18CF6tKi8oKM+ZKKXwiDIBSr6nkfJh/HLnsCBH6x4dTrQVHcdS/eryKUvGSgUngsMZzcnnVcYrCxVlZiysrVDzYrLRxsLwXISy/WYf6s5LkuBgBlEZqtt97mfCqtptyN65oT6Ez8L0zg111+grN9S/B7d2vBOdUXGS3bIaUKuafqF55vuFwlbKOyc0r9SCE1qxhUvVHFlvcEKz3syH5N02au898Pajjqz/Ykc44ogKgiAII4ERVTVfB5W4nmxM2cIgBQ1C4ivnFZnXobBJA8po7iD0zO7oNQBlda0Trwr2OKWMuIU9ESFvsVjc4c5NlNPEyue0FkmUCuer+uP4PBUAsq+TRPlcvkQBGsoXSRWFd6P78kyFehHK3MskCFwnIJ2r6ZxMt4WlO1kuKNyqScq2eLL7XFg/YeI5CaK9mBuaJK4Ays7bFiVBBwHqRKjSVmy6MHxWM699nqhdQ94K0NC03hQsuTZNmXdFc9QqOXozjR5bpNSTE5LNNJ3S5Yg22icIgiAIw8GIdEQBYO93/y2efaPXhOPZRn79cO6GIgjO0h6jTFiqEvFZuDd3RusC3SqIuOh1GSrkO5aRFCbjRWDiXMX6E82QDZGz/Txc3hfKh8Dhr+HaKHERGpxMeFHpnF5XDd+W2HB8Yp47YWrc0JAHaoQmQrsmewwvUnJOaShs4qsrBQHq56Yzv6a88iH5zL+G27Iqq5CvhCKlWi0UKVVrvlo+762YSvnezBcn1XpM8ZJfQclueMvu+NQl3+r7Ax+h5NS4WEmq5gVBEIThYsQ6ottutx2ezzUoz6GSHJTkcdg1SaMcUq+pC68VaZB1REMAnGwuJwWB6lxHa0EqZz0ibrzuxG2iFHIEBzJVCqSaa3Dvemfmmsx9FZACyKzzqmy7J3689Xyhiey5QUg6B8vPvx8x6nBC1/cJLeRnuh6ioUG9a1qfmHMLQp7nfHKHM1TJF8SoCs4ob8fke4syURvmBCSsSb1yf5hEYlSboiSbFxqL0WoIyVv3k4vR3OWDVjJkPaFivlrJ0ZNpdNvc0F5NUGNGYdttt23uwx5hVDMN1SAEL6F5QRAEYbgYsY4oABz44c9h6ZpK3BSJ+Ea+cblbW9znhfpcUtjXOqzCY+PcXlwi5HW6ze138EIdN54WNJ+yxyWuhRHb69xBt4QlJ/TZjIuGnAhU3Am0xwYRGcRdM/DwuLtOHA63uZslIrTNilCe99nGQu2+CCkpCE0mOLnw9CsxFQSwK1By79s5o64CH6ShctuuKc+g8lpcrJTXvAPqC5SYGOVFSaE4KbRqynqzsIRnjxGm1Zz8Up4VApJ998R5t/+mqc98JJJp6nMTBEEQhOFgRAtRANj3bz+DrMaWZtS5Dc/bZve+SKlRMROvtA+heS84+aMTqGy/E10AE6NOYrLQsTmfh8rj0HJx1R0nIFN2bhC4cehdFUSZXxLTC8rgYPKtfMwcz1/zhvROIJY7ofE1nQj15/nQPQ+/F/JCbYjdn++cTiZG+efm7+3euwu9Ux5WUvL5obZFk+8RWos2F5L3orNSC4+VKrJelhvaa3uJVjJUqiE3tDsn9KgU5973PwP5sW45tT4KlWriiAqCIAjDxIgXogDwwKtVL0CJrxfOQ/N8acwoZM9cUx+KZzmSql6c8gp152wGUap8XmjcO5M3X0cQtNxpVcEx9SKzIFZ5WBz23sGx5NXrbp42fM2KiMJ4Er12Ie+2lB+jojklzqX0IhP1orXghAa3M4jGSIRyMZrUj/F8Upd/6nJIg0A1rjZyWyXPHn1IPnJDq6Zi3hYqUa1ic0JdCL6KrJdXzWe+Oj7nPUN7c1Qy7fNCe3ONCce/a9h+9ocKWVlJEARBGAmM2BxRzlvf/xHQ/f8FlScmNzQxglTp3OR+ag1SOZROQEpDUWKq6bUGKQ1Q4ts5uRzMBIBWNk+UFJSyeaNEcXgeJn80TWzxPWyVuoLP73RjRGbcPFcgBShQVD0PK4YTZfZD2Up4l4Bgb6zteUiU6QSgTDWzy3Q1GMGgWRJAo7WdYreWCWQVhCBf553nbbYliSk4UkyAMheVi9C2pFyEtrFz25PEu6Eu5M7bOjlhzvcnoFAV70VozQrQmndDi7mgVKuAqr2gagW6GsLyeW/VP2a91g21LZpqPZkXob02L7Q71+i2ruhXL79wMH6sW0o104DkiAqCIAgtZrMQop2dnbhj/Vgc2tXr16FXeQ4kxaKl3IpODbMafMJC9ea1cyZh9nqRx58DrHgJRqSCVCQ4jZANLZq0vW7ixSh58Unu+op8eRMReddTg6C0sscACQjGdgWgzaQ0kRGl2ohpTcHOTpRd417BFlnVo5j4dK+Luamuot4JQpM+YERjMUTvCpK8i2lFaBvb50Qpd0+9UGWC0zi89ZXzCTtOadYzVGe+Mj4Sp0URWu0FVXoB64a6giTnhGa9VeSVKvJKEKFcjFYrGSq5Rq8NyXfnGgdd/FV0dHQMwk91a8n7aN/UaFwQBEEQBpvNQoimaYrd3rI/6Lm7oJKsD1dUFx5D31FePZ8oZQQiyFSkkxF+Shl3NAGBrFtqu5EygWndUKsToYxW9K5nopBqIzq90+rbhCqkAGCvr4m845hD2xuYingnMlVi1qJP7HlIjAhV7BoAglNarkPt/UOeK8DaQ6lCyyQrIoHQoqkuX7MgQnlRUpIotJeE4NuYGOWCs+46CRuDrZJnIjReRckt31nza8gXXdEgQjMrPnluaCxAM9uqKavk6HX9Qm1IvicnzHv/e5Cm6SD8VLeWnDRyXe585iSOqCAIgjA8bBZCFAB23mUq7ntuR8zRq8MSjqWuqI4cUhOmty6p1sbddDmgViA6EQlYkQn48H2O4IomsO6mMqF6nZtrJSoYsZp46J28OIUGAELu7mktVQJsS6YEBA3lxai5Xw4gBSG3vTw1ERIrnHNt8ig3BhduB5wQDYVRJr/VOZZJVJjkhWgDEdqelovQtjTxTmlbYo6L+40yZxTMEU1CSB7WAQ0uaGZzRO0jywt1FfJwjetrVVDVOp89FbOefLVmnldroUCpN0etO/OV8r12GU8Xku/VwHt/eTF2mTp1E3+CRxa1PkLzUqwkCIIgDBebjRBN0xTz3nkkbr/lv3HI+IoVoNYVzRvkivocURuW966oskIx7s8JKBtSN4/WdwRgw/E2nzNxeZzK5Hy6OL1WNh80UaGVqRWgcGLUjuW2H6hzQTUR2pIEGWlfSQ8AStuVmYj8HEP/J/vavSJCMapa1hQ/tfkJiu3nbaJcLigil5KH0oMIbU+SqHcoF6HtaeJzQ91WbHofxCyrxvduKZn2TL4YKWN5oVyEVqJWTcU15fOKyQXNXU6oE6E9VSNCe2q2gb1xRCuV3IbiQ0j+bZd+A+/52w/WdT/YXMk0oBqE4EWHCoIgCMPFZiNEARM6bu8YhbU9b6IrTWNXlPpxRXVuRWAOpRLvivKQu/u1TCYltL6S3hY7OTc0sYKTAOQgIyBt4ZETntSsGIXJFW1LXeg9no8iO1c7mGuy4XN3DEEjrI7kKF2dKYlFaHBECy2aVBCnPGQe9QllhUltZSI0tU5oVOBkPoq2QqGTE6FuDC4vNK+Z6njmgiptBaldS56qvUyQmk1XK8h6KzYnNAs5oVaE5pUcte4asl5bId+dodqbBSfUuqHV8WMxZkLXFiNCAVOQROKICoIgCC1ms2jfxDn0yHfj8VoX3ljfE/cVte2cfGP76DEPLZz8I4W2SQih4agdE0LPUCeeQug4OIVO1LlxX/wDXn3vCnBUdD4QViMy1wshcXfdECJP6tsnuS1N4tcNtnYbKufXaUsTtKcJ2tO44Ci+T98i1FXCt6lwj7bi9VhaAxehfAlPN2aKkGpGhLIlO40YtXmhvGG9E6O2QIkqvdCVCusRWrFFSVVkPVXUekJ1vCtOqvVmdvWksJZ8dWIX5i34P3jfh49vzQ/8ENFwec8+ipgEQRAEYbDZrBxRx+HHfgB3/eonmDiukCuqUxvLZtXzNjfUZXtC2dcJoFRbqJhHXD3vXrssygQ2ZA/yYXofkk9YxZI2FfOarOPozKWEoLUNNxecUbdfkammR2LaTzl8IJ47otwytU81G1NWAUeGKBPYrjAJNu9TsYIlJ4L5Ep3FYqVIqLLnbUn83IlTlw/qRKjLSTVpAOweIFshX7Nh+cyunhTC8iqvhZC8d0KrrGq+grxqWjLlvVW72XXke2s+FF/rriHrMY+1nhp6arl3QjdkZut6+/748Gc/PdAf2RGH7kNw6k0UorVaDddccw06Ojpw0kkn4fLLL8cDDzyA8ePH48ILN/+WV4IgCMLgs9k5oo5k0nSsfnODCc06V1QXXVG36k5WcEVz747GhTKhajzkQ5oPyVeUg/e+jF3BuPK7Xri5XpzF4xo1hveiLjVbyra2JIlfpwodaYL2Nr7x/Qk60sRfp92e054mvqAoTez+Ql6ne92eJGj3Lio7JlVhPFHosK/b/XsILrIToa5avo2H9pWpkK8TobrmxafK7QpJ1UroE1rpDW5o1TqhNgyf+T6hFe+Gmup4K0Lt1lvJ0ZPZnFDbOzTfYVvM/fiW5YQ6slwjyxpsufnraO3atdFWqVT6vOayZcvw4IMP+teLFi3Cj3/8YyilsHLlyiF9P4IgCMLmyWYrROe98wi8PGF3rOvutcs3GqHim527dj/USJya1wkTo1ELIx9KtkIKTpDGld6+qTsTkdwl5GI0hKNDmD5qCu+bxieFtkeJ7+fZliRoS1wYPYk3H2JP6va1p66CPfHikwtLH5ZXRVeTheztPbnIdPmfPhe0JCfUvbc2/54biFDYNk1ehFbDsp3a5In69kw8DF8zDeupWoHu7TW5oGzLeiu2SKlm3M9ukw/qBGnFh+StE5oTquPG4viffhfv+dAHW/2jPiRoTX1uADB16lRss802fluwYEGf15w5cybmz5/vX48ePRoAsOuuu2LVqlVD92YEQRCEzZbNMjTvmDN3Hp5+agLGvP4k0iQxlfMqMb2RtDJNOLW24XorcgCjJimB0hkoaYNSia+ET2Di8mRfk61Mp2IVPeBzSNtToJbbSfkGoECiTfW91iYfNSdlQqKsgClJlZkijAjNtWtMDyRkq/kV7KMpZHJN8UGhHVQjXCGSg4tpIBbWLj/Wr2iUsJWWVCyu29MkauHkXoeCJSbiVShCSvoSodbxDOF464zmVfucOaA154pWrAjtha702gb1pjI+66nYcLzNC+2u2fZMNbtlqPZk6K3pyAntgcIpt/8Cs/fZZ9N/OEc4OtfQeXlRkhtfsWIFurq6/HhnZ2fdsTfccANuuOEGAMCRRx6JmTNn+n29vb0AgOeeew4f/OCWKegFQRCEgbFZC1EA2HOvmei58y+mLydgquETW3aklBeMtmV9aOuEDEAboFyI3qxnlNhrhKUy7dk2D5TY1QCCBpBCAUUxynJAlUtC1W51JLPPCc2c5Yeq1CzpmWt4QQrYY0FIyC0XauaZMmHMlwiPckOtwHSFUwlCL1GXM+rbN4EJUPY8ZU5mwpxO53zG7ZniXqB1LZpUMyK0GovQrArUKjYPtAKq9ESb7u0xorOnajYvRm04vqfGNlshv6GK3mrIC/VFSkpt0SIUQOR8lu0DgK6urkiIljF//vzIBb3tttv886OOOgpnnHEGRo0ahWnTpg180oIgCMIWx2YvRJVSqO7zHlQe+QPGpalZbzxLWYumBGTzQYlyKNtEXimAKPGiVCVtSJQRsLC9RJ3s9Mt9Gr0JNC1GWWFSYcy3YrKbe63ItHFKUmXaO5FxQaGClgXgV1Tqcykld1vWdsg5n7xQyR3j0g2cS8pFZNwpIDik7alxk50TGoQs/LFOnPpjnCuqEBrWexHK8kF9r1BbIV+tRLmg0epJ1Zqtiq94AZpXava5DclbAeqKk3orOdZnsRvaPaoTC1beswk/iZsXftXbBvs2lSOOOMI//+xnP7vpFxIEQRC2CjZ7IQoAEyZOxIoZB2P9U3/GjhNtv0crtNzKQUE2KqMotYZCZsfbQErbqHoCUiEkz91QQJl+oQD6EqPaNBb1wlMlZhUkBSBJFRJtqupzslkDyohOJ0bJOqVu+dEU8CF554imbE15za1QCxefUCH0D4RuALx1lQu/BxEaBKgTqZHryVzRNi8u63NrU3ZunEML36i+oQjNqibv17VpqvZCV3p8PqhzQ/Pe3hCKj8RoBTUbkq/Z6vjqetO6qdobmtavyzTWZxrVHbbDP93xS2yzzTaD8FM5sslzDdUgNJ83GBcEQRCEwWaLEKIAMHXadCxZtw7LVzyCGZMnAEliQvSqkC+KLGoWb0SpSxtts8VKTsXGYlT1IUYVjJPpHMr2NOSI5j5H1ITc/frxZNowOSfUCVDXPsqLUheSZ86oOwawArgBzsk1j8qH57kTavJIWUcAJkB9fqgXka7CPm50n4C3ejJiUyGIzmQgIrTaa0RnQYAWRajfuissLJ95EVrrznxe6IZC03rM3BUn//QiTN911wH/LG4OkCZQg9B8o3FBEARBGGy2GCEKALPfsg8e7u3BMy8txR5TJtplLBXQVnBFlbIhejueAtBWpCVAkqTGVdUKygvN2Bk1npG5gnIh/IIwVUkI6xuxaYqhNCtEUlZg5vaRyETyyeaMOifUCE9lH21eaKGPqMPJUm6KJkyEuhxRH4ZH6BbgckBdCL+sLZXrCmCuwYqbCqF47oq2uXGQaVbPK+EjMVr1RUpwPUKtCNWFvFAvQrsr9WK0p4rqBhuS3xC2am+G9TUTkne9QrHP7jju4m9g3wMPGLwfxhGOznVD57NREZMgCIIgDDZblBAFgAMOehtu+/VS7JHVAJWAXCU9UFK85BrXKy/qvHZLUtuQvt4ZhRWQ0ApKkXVcnWK0S4GSMiLUnpJrhYQI2j5XFAvSKCxvm+ZzUQqEEDyRsqmlfTtXPhfUvSXvgsbV9GmJ+6kA747yFlMuDJ+oehe0KEZNz1CEIidotmJSFlXH+1WUWGESr4b3rqgTobZXaFGE1jb0otZtWzVtMGLUCdJKTw0baqY9U3dOWJ8T1mca0975Vhx82Ds29Udus4SoD0e0JNVDEARBEIaCLU6IAsAu+7wVS568F7N3nBCJTueQklJQOXdIjXtJttAoOIqmFZQi44Q6x9N6i1AJISflV0UyrmjskiZQRqcCIS8ULn3UtGvS1u10YXnNRKkTm+4YIjtCfKaNUQp+jfRi66bUxuydkHSrK6UFgVrXjsm1eUrCYgDFAiXeAioFkJANxbM+ocWVknyz+loVVO0BatWQE1rpAVW6Qa46vlpDrbu3EI7vRa3bFCdV19tQvBWhvd0ZemrGAV3PtrY5s/CeU0/a1B+1zZY8IyBtkCOaiRAVBEEQhoctUojusedeWDVmLFY+eht22W68qX8nIwzRBh+Oj8QoGWFpRJ4Nmadttp1T4p1Q55AqADkTpka6MRGqVFQJnyS2o5NWyO0SoETGLczJJH7mRDYcr2yOKHmBmsKF7mPxSTbUD1iRWSJOXWsr1yeUV847Z9SvLsUq43mhkndAFaJeo6FXaH2I3rw2S3ZG+aBszXiVOTFaDSK0wkPyvUGIWhFaH4a3InRDBVm3a1pvtuqGGqrdNfTacLzb1mUa+a5T8MX//DF2mTp1EH/6Ng/I/qw12icIgiAIw8EWKUQBYKedd8a6rg/izcX/jW3Gs9xQIIjRpNgVNDik0O6YBIlteq+gkNu8z9w2pFdK2TC9ea5tWD4hV7wEX/2uSEElprjIOKF2/Xrripp17q0zCuOYmqb1TuYSihqhGF31BUmMKCRfdEQR3EyTExqH6p0A9c99/mdwUHlVfRSeB4UQPBefOXtt80KR15joLBeijUVoBbXuahCf62u+Qr7aXUNPNce6mhGfG3KNbk2objMO33zw9xg/fvzAftA2U4aqfZMgCIIgbAxbrBAFgPHjx2P0O+fjjdtvwITxvuTIF/GUilDrdsK6o4pMo/vQZ9SWIrlwvFWGKrFi04o27Zp/KicyXd6lea0SG7wnQq6UF6W5Di4o2fB76nJDoeqEZ7F1k2vI73C5nmY4btfkRCMQN7FvJECTwvMoN5Q3vFcwS6t6EZrH+aAuJG9zRU17pkqfQrS0Ot7nhVZQ21A1Teq5CO3JjAh1AjQ3YrRn/Fh87+WHkKbpgH6+NmfyTPcRmhclKgiCIAwPm+1a883S1taGzre+D8+/uhZUq9qVeWxrIFehHblzNbbeOdtn8xsTaOMa2hZGbn12N+baE7n9fo15m1MZ1o+HP86s0W7XcHePSYKO1Gxu/XgzpqJtVJs5pjNNzPO2+JjONnOuO8ZcU/nnbl+bnZPrFereU1hPnu1LYNeaR92686kiKF2Dyqrx6kj2tfl8a1CZWSUJVVaI1NtTumJS1t3jc0D91l1B1t2L2vpeK0JrqLrH9TVUezJ092amYX0Ujt8J31z+561ahAKhfVOjTTAsXrwYJ554Ik488USsXbsWALBu3Tp89rOfxcqVK1s8O0EQhM2fLdoRdXR1dWHdvkdgyUO3YvaOE0POaFt7CNPbtZR8I6REmzHlV5sHVAokqVmyUyWmEAnw7mgCUxWvtOk16vIwTVW8y/uEPU6x5TttnqfNKwVCeB4IzevJuqb9FMsbrAvqm9gDUX6o8vvjfNFiW6dExQ5qUgjHe1cULBfUheK1LoTimbDPKuEPg2oFVOs1Tqh1QF2RUhSOr2vTVPV5oK4oyTmhToRuyDTWWhGazpmNL/zyR/0uW7k1kOfa5ZeU7xMAAJdeeikWLlyIRYsW4cYbb8RJJ52E++67Dy+88EKrpyYIgrBFsFUIUQDYeZdd0L3hYNz5xEPYcZTGHjtMAEib0HqbFZq2gENRKG4ipe0+DUo0FDSINJIkBakUKlFIyKyMpG3LpsQKU02umMj1/zSi1B9nq6S0FaAEt3ISIWVh+BB9t1K5iWISvrKSa2gfnoe15/kjD8U7cdpXWF4pmL6g0Db8ngehSXmcC8p6hiLPQNUeuzwnC8W7oqRaBbq3F3lPBVmlWtemqdbdi6zbrJDkWjTVNoTCJBeO77YiNNt7N+xy2Nvw7lNP3CoLk8qQ9k3NQUQYM2YMZsyYgZtuugkAcNRRR+GOO+7o87xKpYJKpeJfOzdVaw2tRehvLSTKJWUNL6SShj9nMqfA5janzY1m38dWI0QBYM+ZM7HnzJl4+IH7sfyVp80KTAQo0gC1A6kToTq4pklqBapbr15DJUaYIiGoJAEhgVIKuXLupvKN6jXgK+RdDqkpwA8FSQmZAikiMo9QvqI+rKbEu4bGrqhvT8V2mwfrhjqxafcFARr6jBbFp/JOZ3BJ6xxQUMj/1Ll9XjPLp5alN7j2TG6FpBp/ZEVJFbNUZ+6cz94qMtaqyRQmhdZMTohWeuLCpO5co7bndLz3e9/Y6vqE9gdpsnnM5fsEg1IK3d3dWL58OaZMmdL0eQsWLMD5559fN7569Wr09vYO5hSFEcyeu+0Jtc3wpwHRbjleeeWV0n0yp8DmNqfzLzgfr655bZhnBEyasB3OPefcjT5v3bp1TR23VQlRxwEHvRVLHh+Fl1c9ih0mjgd0e2hSn2ootFsRqgG0WRFK/hFam+VAiUCUmor6JIFCYkLuXpC61ZQArUI1val+N46n6wrlxozjaSv3wSvlXeU86pRnmRDlr70LitgBBdgSnyoWp158Il7+M/EOqGlOj7KiJP8Y8mtDf1AThne5usEN7YWumKKk3LmgLASf99qiJOeEdrNVk2yf0A3V3PcJ3ZBr9O6wHT569YVb1YpJzaL7CM3LykqB0047DaeffjqICHPmzMGTTz6JWbNm9Xve2WefjbPOOsu/Xrt2LaZOnYrtt99eUkO2IpYuWwo1owViZlmOyZMnl+6TOQU2tznd/eA9UEcN/5yWLlracE59MWrUqKaO2yqFKGCWA13R1YUNy+/B2NGjzTr0WkO1dxhRmrYBzhVNrRNKbcYdTVLrjraZ6nCVekGaJgkSJKBE2cb0RpC6ULuphjdN7lPb4ilevpMLU8CpyjJpwCOoStXv55VoxZA8r6TnrmhcKW/3wwpQ0ibkrnPjCPs8UCZEnfD0lfI1IGOtmWomN5SyWIRSpYK8Ug0OaI9xRbOeCvKeCmo9oUdodX0NtZ6arZKvotqbmRWTWFHShs4OnPbH/9hq1o7fWLRbNaHRPgEAMHfuXMydO7du/LzzzuvzvM7OTnR2dtaNJ0mCJNnia0QFiyYN1YKaYJM+Vn5fmVNA5tQcfc2pL5o9Z6sVogAwdeo0vDm+C7VHb0bS1onUhZrbO0yoOdVQqXVEE9N40YhP7cUoqM3kkRYEqUrM0qKJXT7UuJ+hWb0L1SekbDg+FqDEPE0jZA1R+p6KXpj/FgQpX+KTFyMBIexuxlW9+FQAeBES6RCCp1iAhhzRUJwEJzhdpwInQqu9UX6orlaR9VZ9YZIToFlPlYXjjQuaWTe0ut44o9Ues3b8hpywtpZjAxQ2qAT//NxdmDBhwoB/RrZUdFYFkvL/+eusOsyzEQRBELZWtmohCgDbTJgAHPZRPP3kEmz38qPoGjMapDVUe7t1/jqgkjYrQrUVnymgTQU9kTZLgUaCNAF0AiRtUEliKuxZ7qcmE6pPWSU9EFZS4mJT21xRAPVry7v4fYkbypOsg/vpckV5UVJJSN4WZyHXtqArt2LT5n6SffRuaB6L0qwGykKrLCNGK1Eo3izfyUVotSBCnRC1jep9OD5D1lNDZX0V1d4cG/KwWtKGsaPxkUW/wOx93jIIPxlbNqQ1SOcN9wmCIAjCcLDVC1HHXrNm48G1b2LyG89ihwnjzC/ptnYgtw5p2gZFqRGcOodK2oIwVYkRYEkKkKmmN2vUa0AnIJV4lxRIkCTK5IPWOaEsRxRmS2GeEMsEdXLUCVZVokcVSxRN7E5XsBQJT3e8sqF3Lz7t0juaheJdWD5yQJkAzWu2R2vmBagXoy40b0PyulpFXq0h76mGkHylipy7oD3BAXWOqHFBa+jtydCdkwnDZxo9k7fF0f/+f0WENgnlOShvIEQbjAuCIAjCYCNClDFn7jzcfXsPXljxAnaf0IFtx48BbJhetbUDaZsJ1yepFWZtVoAmppWTC10n1hFVqRehbsyLUqUAZUp/kLgCJeVFJk/TI4pFaFkGn6+K52Nsac9wjF0JylW9k7Y3Z+KTbL6sc0JJewEa3FFWLZ9n1gWtGeczqxXC8pVQqFStBBe0UjNOqHNEe+NQfNZTQ9ab20b15nW1xxQldWcaG3LChm3Go/3g/fD2E/8Wh77riEH5Odga0HkVyMqT3nUuoXlBEARheBAhWuCQdx4JAPjTzb/DW9a+ia5xo4G2DlCeQbV1QKU50NZmw+4mDE9JasSpTkFJAuVEaJIbEapiEQobrgdgHp0whYmNE0ybJFOrpEIIHhsjRM2RTr6adE97thWfkfB0r7VxPr34tPu9E+pc0TyzmxWgmXVDs6p/7l9XK9BWgDrxqas1ZL0sFN9bRd5bQ627iswWIhUd0UolQ7ctSurONdaPHYPZXz8dx5/6qUH8Cdg6IJ33EZoXR1QQBEEYHkSINuDwY/4Gd/3xf1F7sxeHjOs2bmiegdJ2qLzNOKRJmwnBp21GhLrwu0ptMZN5DpWAlG2g5N1S44Z6YQrYGHtitWdi+34Wq85UeYk8FSQqhTw/IzjdGHdBuRjNTVESE6fKiVIfns+9A+pD8FktCsWHwqTw2ghQI0J11VbCVzP7WEPWXUHeW0PWW/Phdy9Ae4wg7a3k6K5prM81ujWw+0X/jNHbdOGYDx8/mF/7VoPOauZns9E+QRAEQRgGRIj2waFHvhtEhHtu/yPm1P4KtGVAWw3I2kFtmRGgaWpFqXNFrdtpRaoRodYJVSqIUGUEpy9scm6odUYVF6BFMaq4/0mFUvrCmBWkioXg/X4fjqeC+CxUyZMO7qcPwzMR2lCA1qBrNZML2uvEaIbcOaG9FeSVzBQk9WTIejPmhloh2puht5ZjQ01jfU7ozjQOvPa7ePeHPuhTD4SNRzuHu9E+QRAEQRgGRIj2g1IKc99xOFa9+CKeffRBHDJuA5CaBu1weaM181ylppLeiNIMSNpiwamcCE1t4RIbh3VBWYjeHlDvgBZfR0KUi1Bir82qUbEY1SwcrwuvrQDNaqZ4Jc9AridonoFqdpUk5446MWrD9HmvKUbS1ZoRn7ZJfV6t+fxQ85j5/M9atxGjzhGt9prWTN05oTvX2OX//hPe9t6jsfPUqSJCB4jOqiVuO9u3CdRqNVxzzTXo6OjASSedhH/5l3/BsmXLkCQJrrzyyoFMVxAEQdhCESHaBGmaYuq0adhp551RrVax+LfX4cDtUnR0dJo+o2lqememqXFCU+uOJqkRp1yE2v6iyBUbh10mFD48DydePc4tbYzi4fkoHxQFMVoQnkDsfGpbUe3C8BlzQl17plrVjgU3lLIMupaF/M9qZoVozQvPkBuaW8FpCpJcg3onSHtqObo10J0kUB88Ep+99N/Q0dGBNB3+VSW2SPIclDRwPjexan7ZsmV48MEHMW/ePADA4sWLsfvuu2Pq1KmbOktBEARhC0eE6EaQpilGjx6Nd37EFMc8esPl2HO7MSZEX6uC0jaotjbjiqbuMYhSJKGFE5QToqreCWWhd2Ji1OSMFsuS6kPzXlzyx6IQ1SxfVOtS8WnGXAg+t46oFaYZa9Nkw++6ZoSoD8VXa0aMVmqmNVNvFVlvzYvQvOJC8DYs32sa1PdkGt2a0P2W3fGF23836N+jABA1Ds0TmfG1a9dG441WC3LMnDkT8+fPx8qVKwEA55xzDubNm4czzzwTr776KiZNmjRIsxcEQRC2FESIDoB9538OD173Q3S0p9hjQqfpLZqm1iVt86F6X1WfqJBLmqS2e3xie34GYVoXmgcK4XiWH1qEXFsmFpbn7qgToFoH4clFqBWf0LkJv3Mx6sLyrkI+z0P4vZqx57USN7SGrDeITyNGTVV81puj2ltDparRnWmsnzUDtdGj8MX//dUQfXOCzmoNl4ojW6xUdDLPPffcuqUtb7jhBtxwww0AgCOPPBIzZ84019caL7zwAubNm4eJEydi9erVIkQFQRCEOkSIDpA5HzsNr7/+Gu67+T8BlWH79hwzuCi1rqgRo4kRpq663rqkUAlUwoSob+2kwgpJyv8niFLuhPrnhUIlIi8+Kc99jigVQ/DsuX/MqtYJteH4vAaqZdBZDbqaQWcZdI2J0QoToOy1EaG5FaJWgPZmNiSfoVrNsWbGLqBZuyPThI9e+K/YbrvthvaL28oh7f4oabAPwIoVK9DV1eXHy9zQ+fPnY/78+f71bbfdBsCsMbxy5UqccsopGDt2LGbNmjWIsxcEQRC2FESIDgLbbrsd3nnCZwEAD957N+56cTn2VGuw/dgO5obaHqNWfJJ1RIM4VUGQcocUYC5pH5MgJkCd8HShV+0EaQ5yrmhu+0g2EqOuIj7PbYW8FZ7VGnSW2xB8xsLxNje0UoWumNdZxYThnQjNKpl1QI0IrVQzrJ84AR0f+wBmHzoX89515BB9Q0IRnVWjZWA5ZIuVurq6IiHaDEcccYR/ftZZZ23y/ARBEIStAxGig8ycgw8BcAjuu/NPeK5nAw7c8AxSmzeqktS6pK7Fk2njBN9/VNnXITTvxvuFKKwR7gqUXAhe516I+uN0XiJGMz9GtRooN+H7vGaFaM08N+Iz962ZdDXzoXlTIZ8hr1oHtBqEqMsLrVZy9GiFCf/2NWy37UQc9t5jhurrEBqgXW/YEqShvSAIgjBciBAdIua+43AAwGN/eQhEwKsrluHg/AUfsodtbq+S1FTNJ2YsCtHDjTeBb8sE5og2CM3rIEBjMWqEp65l0Jl57Z4751NnuXdCfUi+lkHXtM8BzSo58mpu3VDzOuvNUOvNoL7+RUw7YD8AwAEHzx3Uz1xoHso1oBqtNV8eshcEQRCEwUaE6BCzz/4HAgAqs/fG66+9BgB4/g//gf3G5cYBtUJT2VA92QImF4dXzQpRFB1RKhGk1vkERcKTcg2d56AsN6KzTIQyMZpX7etqzQhOu2WVWHzmNY28kuG1A/fDkRddAADYdtKkPiuvheFB59WGmR4ka80LgiAIw4QI0WGis7MTU3baCQAw6e++AK01iAjr/vO7SKGQJAnaUxOSVxvtiJIvPCHfqgk+N9Q4ngQibcWnFZ7F55l5rmuZGa8TobYwKcuRV3UQoZUgRKtaIc8I1Spw9P23Qyn73trbh+JjFTYRqvU2DsHnssSnIAiCMDyIEG0BXJSNOvFrAICH7r0b4x65GSpRUEiwbbtGmyuST8rb7BgIpFnFvCYQ2TGbD0oE73wSkRegdYI0syH5LIfOtamMz7kIzaEzHTmgtRxYN2YciDRy5Nj5m9/AWw97x9B8cMKA6ejowI477oiXHvtFn8ftuOOO6OjoGKZZCYIgCFsrIkRHCAcefAhw8CH+9a0LL8TYWrd/PYoyTGuLQ6bE2+8QQBTEp2kbyoSntqJUNxKhIURvBKgLzWvkVQ2daehajtUTt0e1a4xxSXNCPml7fOTiC4f88xEGh1GjRmH58uWoVvsOv3d0dGDUqFHDNCtBEARha0WE6AjlXaf+Y/R6yWOP4oE7by4cRdhn7QrE+aHGDSWiEI7XzAX1jqgTnq5Aybid2oXkM8ILb5kDgrIilkA5YfaJJ2L2vvsOy2cgDA2jRo0SkSkIgiCMCESIbibM3mdfzN4nFoBaa/zh2iuh4Lo18Qb3/j92YaWwBj0/1riodpw/AvjA359ulx4VBEEQBEEYfESIbsYkSYJjPnFKq6chCIIgCIKwSfRVBSMIgiAIgiAIQ4YIUUEQBEEQBKEliBAVBEEQBEEQWoIIUUEQBEEQBKEliBAVBEEQBEEQWoIIUUEQBEEQBKEliBAVBEEQBEEQWoIIUUEQBEEQBKEliBAVBEEQBEEQWoIIUUEQBEEQBKEliBAVBEEQBEEQWoIIUUEQBEEQBKEliBAVBEEQBEEQWoIIUUEQBEEQBKEliBAVBEEQBEEQWoIIUUEQBEEQBKEltLV6AoIgCCOVxYsX4+KLLwYAXHbZZejq6sLll1+OBx54AOPHj8eFF17Y2gkKgiBs5ogQFQRBaMCll16KhQsXYtGiRbjxxhtx0kknYdGiRbj++uvxpS99CStXrsQuu+xSd16lUkGlUvGv33zzTQDAmjVroLUetvkLrYVyAirD/31TTlizZk3DfTKncF+ZU//0Nae+WLt2rTmfqM/jRIgKgiA0gIgwZswYzJgxAzfddBMAYPTo0QCAXXfdFatWrSoVogsWLMD5559fNz59+vShnbAw8rivNbedOHFi450yJ4/MqTn6nFM/rFu3Dttss03D/SJEBUEQGqCUQnd3N5YvX44pU6YAAHp7ewEAzz33HD74wQ+Wnnf22WfjrLPO8q+11nj99dex3XbbQSk19BOHcSOmTp2KFStWoKura1ju2R8yp+aQOTWHzKk5WjUnIsK6deuw00479XmcCFFBEIQGnHbaaTj99NNBRJgzZw6efPJJHHXUUTjjjDMwatQoTJs2rfS8zs5OdHZ2RmMTJkwYhhnX09XVNWJ+ITpkTs0hc2oOmVNztGJOfTmhDhGigiAIDZg7dy7mzp0bjc2aNatFsxEEQdjykPZNgiAIgiAIQksQISoIgrAF0tnZiXPPPbcuRaCVyJyaQ+bUHDKn5hiJc+Io6q+uXhAEQRAEQRCGAHFEBUEQBEEQhJYgQlQQBEEQBEFoCSJEBUEQBEEQhJYgQlQQBEEQBEFoCdJHVBAEYQvjjDPOQHd3N5YuXYp99tkHl156aaunJHOSOcmcZE7lkCAIgrDF8fjjj9Npp51GlUql1VPxyJyaQ+bUHDKn5hiJc+JIaF4QBGEL4/HHH8cPf/hDXHzxxXjuuefwta99rdVTiub0s5/9DAsWLMCSJUtGzJx+8pOf4Pzzz8czzzwzYubU0dGBz3/+81i/fv2ImdN1112Hb3/723jhhRdGzJxuu+02XHDBBbj33ntHzJyuu+46LFiwAD//+c9HzJwuu+wyfPvb38ZTTz3V0jkVESEqCIKwBfHoo4/iRz/6Eb73ve+hvb0dEydObPma18U5zZs3D+9+97vx5JNPjpg5HXPMMVi1ahWUUiNmTrfccgu23Xbbls2nbE4PPvgg0jTF+PHjR8ycHnjgAYwdOxY77rjjiJnTJz7xCey333444ogjRsyc1qxZgyVLlmDUqFEtm1MZ0tBeEARhC2Ht2rWYPXs2jj76aLS1tWGPPfbAV7/6VfzgBz/AF77whREzpyOOOAL33XcfvvCFLyBJht8PKZvT0UcfjV133RX/8z//g5NOOmlEzImI8Oijj+Lkk0/Ge97znhExp5NPPhlJkuCPf/wjPvrRj46IOdVqNZxzzjm4/PLL8fd///cjYk5f+cpXsHDhQnz2s58d9vk0mtOoUaNw4okn4uabb27Jz3gjRIgKgiBs4bRSiJbxqU99Crvvvjve+9734qCDDmr1dAAACxcuxGuvvYYTTjgB06dPb/V0PFdffTXmz5+PcePGtXoqAIDLLrsM69atw0c/+tER8zldd911eP7553HEEUfg4IMPbvV0AACPPfYYXnrpJbz73e9u9VQ8P/3pT7Fy5UqccMIJmDFjRqun4xEhKgiCIAiCILQEyREVBEEQBEEQWoIIUUEQBEEQBKEliBAVBEEQBEEQWoIIUUEQBEEQBKEliBAVBEEQBEEQWoIIUUEQBEEQBKEliBAVBEEQBEEQWoIIUUEQBEEQBKEliBAVBEEQBEEQWoIIUUEQBEEQBKEliBAVBEEQBEEQWoIIUUEQBEEQBKEl/P/BHO6uWClQ7wAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Generate combined aberration by summing individual Zernike modes\n", "theta_phys = jnp.arctan2(yy_phys, xx_phys)\n", "\n", "def generate_aberration_manual(rho, theta, noll_coeffs):\n", " \"\"\"Generate aberration from Noll-indexed coefficients.\"\"\"\n", " phase = jnp.zeros_like(rho)\n", " for j, coeff in enumerate(noll_coeffs, 1):\n", " if coeff != 0:\n", " n, m = noll_to_nm(j)\n", " n, m = int(n), int(m)\n", " Z = zernike_polynomial(rho, theta, n, m, normalize=True)\n", " phase = phase + coeff * Z\n", " return 2 * jnp.pi * phase\n", "\n", "# Example: Combination of defocus + astigmatism + coma\n", "coefficients_noll = [\n", " 0.0, # j=1: Piston\n", " 0.0, # j=2: Tilt X\n", " 0.0, # j=3: Tilt Y\n", " 0.5, # j=4: Defocus\n", " 0.3, # j=5: Astigmatism (oblique)\n", " 0.2, # j=6: Astigmatism (vertical)\n", " 0.4, # j=7: Coma Y\n", " 0.1, # j=8: Coma X\n", "]\n", "\n", "phase_combined = generate_aberration_manual(rho_phys, theta_phys, coefficients_noll)\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(7, 2.8))\n", "\n", "# Plot combined aberration\n", "phase_masked = jnp.where(rho_phys <= 1.0, phase_combined, jnp.nan)\n", "vmax = jnp.nanmax(jnp.abs(phase_masked))\n", "im = axes[0].imshow(phase_masked, cmap=\"RdBu_r\", vmin=-vmax, vmax=vmax)\n", "axes[0].set_title(\"Combined Aberration\")\n", "axes[0].axis(\"off\")\n", "axes[0].text(0.02, 0.98, '(a)', transform=axes[0].transAxes, \n", " fontweight='bold', va='top', color='black')\n", "plt.colorbar(im, ax=axes[0], label=\"Phase (rad)\", shrink=0.8)\n", "\n", "# Bar plot of coefficients with green/orange colors\n", "labels = [\"$Z_1$\", \"$Z_2$\", \"$Z_3$\", \"$Z_4$\", \"$Z_5$\", \"$Z_6$\", \"$Z_7$\", \"$Z_8$\"]\n", "COLOR_POS = '#2E7D32'\n", "COLOR_NEG = '#E65100'\n", "colors = [COLOR_POS if c >= 0 else COLOR_NEG for c in coefficients_noll]\n", "colors = [\"gray\" if c == 0 else colors[i] for i, c in enumerate(coefficients_noll)]\n", "axes[1].bar(range(len(coefficients_noll)), coefficients_noll, color=colors, edgecolor='black', linewidth=0.5)\n", "axes[1].set_xticks(range(len(coefficients_noll)))\n", "axes[1].set_xticklabels(labels)\n", "axes[1].set_ylabel(\"Coefficient (waves)\")\n", "axes[1].set_title(\"Zernike Coefficients\")\n", "axes[1].grid(True, alpha=0.3, axis='y')\n", "axes[1].axhline(y=0, color='k', linewidth=0.5)\n", "axes[1].text(-0.02, 1.05, '(b)', transform=axes[1].transAxes, \n", " fontweight='bold', va='top')\n", "\n", "plt.tight_layout()\n", "plt.savefig('Figures/zernike_combined_aberration.pdf', bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.savefig('Figures/zernike_combined_aberration.png', dpi=300, bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 12, "id": "generate-nm", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Generate aberration using (n, m) indices directly\n", "nm_specs = [\n", " (2, 0, 0.5), # Defocus\n", " (2, 2, 0.3), # Astigmatism\n", " (4, 0, 0.4), # Spherical\n", " (3, 1, 0.2), # Coma\n", "]\n", "\n", "phase_nm = jnp.zeros_like(rho_phys)\n", "for n, m, coeff in nm_specs:\n", " Z = zernike_polynomial(rho_phys, theta_phys, n, m, normalize=True)\n", " phase_nm = phase_nm + coeff * Z\n", "phase_nm = 2 * jnp.pi * phase_nm\n", "\n", "# Visualize (single column width = 3.5\")\n", "fig, ax = plt.subplots(figsize=(3.5, 3))\n", "phase_masked = jnp.where(rho_phys <= 1.0, phase_nm, jnp.nan)\n", "vmax = jnp.nanmax(jnp.abs(phase_masked))\n", "im = ax.imshow(phase_masked, cmap=\"RdBu_r\", vmin=-vmax, vmax=vmax)\n", "ax.set_title(\"Aberration from (n,m) coefficients\")\n", "ax.axis(\"off\")\n", "plt.colorbar(im, ax=ax, label=\"Phase (rad)\", shrink=0.8)\n", "plt.tight_layout()\n", "plt.savefig('Figures/zernike_nm_aberration.pdf', bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.savefig('Figures/zernike_nm_aberration.png', dpi=300, bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "varying-header", "metadata": {}, "source": [ "## 7. Effect of Varying Coefficients\n", "\n", "Visualize how aberrations change with varying amplitude." ] }, { "cell_type": "code", "execution_count": 13, "id": "varying-amplitude", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Show defocus at different amplitudes\n", "amplitudes = [-1.0, -0.5, 0.0, 0.5, 1.0]\n", "subfig_labels = 'abcde'\n", "\n", "fig, axes = plt.subplots(1, 5, figsize=(7, 1.7))\n", "\n", "for idx, (ax, amp) in enumerate(zip(axes, amplitudes)):\n", " phase = make_aberration(2, 0, amp) # n=2, m=0 for defocus\n", " phase_masked = jnp.where(rho_phys <= 1.0, phase, jnp.nan)\n", " ax.imshow(phase_masked, cmap=\"RdBu_r\", vmin=-2*jnp.pi, vmax=2*jnp.pi)\n", " ax.set_title(f\"{amp} waves\")\n", " ax.axis(\"off\")\n", " ax.text(0.02, 0.98, f'({subfig_labels[idx]})', transform=ax.transAxes, \n", " fontweight='bold', va='top', color='black')\n", "\n", "plt.tight_layout()\n", "plt.savefig('Figures/zernike_defocus_amplitudes.pdf', bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.savefig('Figures/zernike_defocus_amplitudes.png', dpi=300, bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 14, "id": "varying-modes", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Compare different aberration modes at same amplitude\n", "fig, axes = plt.subplots(2, 4, figsize=(7, 3.7))\n", "\n", "# (name, n, m)\n", "aberrations = [\n", " (\"Defocus\", 2, 0),\n", " (\"Astig. 0°\", 2, 2),\n", " (\"Astig. 45°\", 2, -2),\n", " (\"Coma X\", 3, 1),\n", " (\"Coma Y\", 3, -1),\n", " (\"Spherical\", 4, 0),\n", " (\"Trefoil X\", 3, 3),\n", " (\"Trefoil Y\", 3, -3),\n", "]\n", "\n", "subfig_labels = 'abcdefgh'\n", "\n", "for idx, (ax, (name, n, m)) in enumerate(zip(axes.flat, aberrations)):\n", " phase = make_aberration(n, m, 1.0)\n", " phase_masked = jnp.where(rho_phys <= 1.0, phase, jnp.nan)\n", " vmax = jnp.nanmax(jnp.abs(phase_masked))\n", " ax.imshow(phase_masked, cmap=\"RdBu_r\", vmin=-vmax, vmax=vmax)\n", " ax.set_title(name)\n", " ax.axis(\"off\")\n", " ax.text(0.02, 0.98, f'({subfig_labels[idx]})', transform=ax.transAxes, \n", " fontweight='bold', va='top', color='black')\n", "\n", "plt.tight_layout()\n", "plt.savefig('Figures/zernike_aberration_modes.pdf', bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.savefig('Figures/zernike_aberration_modes.png', dpi=300, bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "orthogonality-header", "metadata": {}, "source": [ "## 8. Orthogonality of Zernike Polynomials\n", "\n", "Zernike polynomials are orthogonal over the unit circle. The inner product of two different normalized Zernike polynomials is zero." ] }, { "cell_type": "code", "execution_count": 15, "id": "orthogonality", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Diagonal values (should be ~1.0):\n", "['0.996', '0.995', '0.995', '0.995', '0.996', '0.995', '0.995', '0.995', '0.995', '0.995']\n" ] } ], "source": [ "# Create finer grid for numerical integration\n", "n_points = 512\n", "x_fine = jnp.linspace(-1, 1, n_points)\n", "y_fine = jnp.linspace(-1, 1, n_points)\n", "xx_fine, yy_fine = jnp.meshgrid(x_fine, y_fine)\n", "rho_fine = jnp.sqrt(xx_fine**2 + yy_fine**2)\n", "theta_fine = jnp.arctan2(yy_fine, xx_fine)\n", "\n", "# Compute inner products for first 10 Zernike modes\n", "n_modes = 10\n", "inner_products = jnp.zeros((n_modes, n_modes))\n", "\n", "# Generate all Zernike polynomials\n", "zernike_modes = []\n", "for j in range(1, n_modes + 1):\n", " n, m = noll_to_nm(j)\n", " n, m = int(n), int(m)\n", " Z = zernike_polynomial(rho_fine, theta_fine, n, m, normalize=True)\n", " Z = jnp.where(rho_fine <= 1.0, Z, 0.0)\n", " zernike_modes.append(Z)\n", "\n", "# Compute inner product matrix\n", "dx = 2.0 / n_points\n", "area_element = dx * dx\n", "pupil_area = jnp.pi\n", "\n", "inner_product_matrix = []\n", "for i, Zi in enumerate(zernike_modes):\n", " row = []\n", " for j, Zj in enumerate(zernike_modes):\n", " product = Zi * Zj\n", " integral = jnp.sum(product) * area_element / pupil_area\n", " row.append(float(integral))\n", " inner_product_matrix.append(row)\n", "\n", "inner_product_matrix = jnp.array(inner_product_matrix)\n", "\n", "# Plot (single column width = 3.5\")\n", "fig, ax = plt.subplots(figsize=(3.5, 3.5))\n", "im = ax.imshow(inner_product_matrix, cmap=\"RdBu_r\", vmin=-0.2, vmax=1.2)\n", "ax.set_xticks(range(n_modes))\n", "ax.set_yticks(range(n_modes))\n", "ax.set_xticklabels([f\"$Z_{{{j}}}$\" for j in range(1, n_modes + 1)])\n", "ax.set_yticklabels([f\"$Z_{{{j}}}$\" for j in range(1, n_modes + 1)])\n", "ax.set_xlabel(\"Zernike mode\")\n", "ax.set_ylabel(\"Zernike mode\")\n", "ax.set_title(\"Orthogonality Matrix\")\n", "plt.colorbar(im, ax=ax, shrink=0.8)\n", "\n", "# Annotate values\n", "for i in range(n_modes):\n", " for j in range(n_modes):\n", " val = inner_product_matrix[i, j]\n", " color = \"white\" if abs(val) > 0.5 else \"black\"\n", " ax.text(j, i, f\"{val:.2f}\", ha=\"center\", va=\"center\", color=color, fontsize=6)\n", "\n", "plt.tight_layout()\n", "plt.savefig('Figures/zernike_orthogonality.pdf', bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.savefig('Figures/zernike_orthogonality.png', dpi=300, bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.show()\n", "\n", "print(\"Diagonal values (should be ~1.0):\")\n", "print([f\"{inner_product_matrix[i,i]:.3f}\" for i in range(n_modes)])" ] }, { "cell_type": "markdown", "id": "random-header", "metadata": {}, "source": [ "## 9. Random Aberrations\n", "\n", "Generate random wavefront aberrations by sampling Zernike coefficients." ] }, { "cell_type": "code", "execution_count": 16, "id": "random-aberrations", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Generate random aberrations\n", "key = jax.random.PRNGKey(42)\n", "\n", "fig, axes = plt.subplots(2, 4, figsize=(7, 3.7))\n", "subfig_labels = 'abcdefgh'\n", "\n", "for idx, ax in enumerate(axes.flat):\n", " key, subkey = jax.random.split(key)\n", " \n", " # Random coefficients for Noll indices 4-15 (skip piston and tilts)\n", " n_coeffs = 15\n", " random_coeffs_plot = jax.random.normal(subkey, (n_coeffs - 3,)) * 0.3\n", " \n", " # Build phase by summing individual modes\n", " phase = jnp.zeros_like(rho_phys)\n", " for i, coeff in enumerate(random_coeffs_plot):\n", " j = i + 4 # Start from j=4 (defocus)\n", " n, m = noll_to_nm(j)\n", " n, m = int(n), int(m)\n", " Z = zernike_polynomial(rho_phys, theta_phys, n, m, normalize=True)\n", " phase = phase + coeff * Z\n", " phase = 2 * jnp.pi * phase\n", " \n", " phase_masked = jnp.where(rho_phys <= 1.0, phase, jnp.nan)\n", " \n", " vmax = jnp.nanmax(jnp.abs(phase_masked))\n", " ax.imshow(phase_masked, cmap=\"RdBu_r\", vmin=-vmax, vmax=vmax)\n", " \n", " # Calculate RMS\n", " rms = jnp.sqrt(jnp.nanmean(phase_masked**2))\n", " ax.set_title(f\"RMS = {rms:.2f} rad\")\n", " ax.axis(\"off\")\n", " ax.text(0.02, 0.98, f'({subfig_labels[idx]})', transform=ax.transAxes, \n", " fontweight='bold', va='top', color='black')\n", "\n", "plt.tight_layout()\n", "plt.savefig('Figures/zernike_random_aberrations.pdf', bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.savefig('Figures/zernike_random_aberrations.png', dpi=300, bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "dfmwu4w36gu", "metadata": {}, "source": [ "## 10. Differentiability\n", "\n", "The Zernike polynomial functions are fully differentiable with JAX. This enables gradient-based analysis and optimization. Here we visualize gradients of aberration phase maps with respect to Zernike coefficients." ] }, { "cell_type": "code", "execution_count": 17, "id": "3sznxzenc9x", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Gradient dPhase/dCoeff at center (rho=0):\n", " Z 1: +6.2832\n", " Z 2: +0.0000\n", " Z 3: +0.0000\n", " Z 4: -10.8828\n", " Z 5: +0.0000\n", " Z 6: +0.0000\n", " Z 7: +0.0000\n", " Z 8: +0.0000\n", " Z 9: +0.0000\n", " Z10: +0.0000\n", " Z11: +14.0496\n", "\n", "Gradient dPhase/dCoeff at edge (rho=0.7, theta=0):\n", " Z 1: +6.2832\n", " Z 2: +8.7965\n", " Z 3: +0.0000\n", " Z 4: -0.2177\n", " Z 5: +0.0000\n", " Z 6: +7.5414\n", " Z 7: +0.0000\n", " Z 8: -6.5932\n", " Z 9: +0.0000\n", " Z10: +6.0956\n", " Z11: -7.0164\n" ] } ], "source": [ "# Demonstrate differentiability by computing gradients of phase w.r.t. coefficients\n", "# The gradient at each point is simply the Zernike polynomial value (scaled by 2*pi)\n", "\n", "def compute_phase(coeffs, rho_val, theta_val):\n", " \"\"\"Compute phase at a single point given Noll coefficients.\"\"\"\n", " phase = 0.0\n", " for j in range(1, len(coeffs) + 1):\n", " n, m = noll_to_nm(j)\n", " n, m = int(n), int(m)\n", " Z = zernike_polynomial(\n", " jnp.array([rho_val]), \n", " jnp.array([theta_val]), \n", " n, m, normalize=True\n", " )[0]\n", " phase = phase + coeffs[j-1] * Z\n", " return 2 * jnp.pi * phase\n", "\n", "# Compute gradient function\n", "grad_phase = jax.grad(compute_phase)\n", "\n", "# Evaluate gradient at center and at edge\n", "coeffs_test = jnp.zeros(11)\n", "coeffs_test = coeffs_test.at[3].set(0.5) # Some defocus\n", "\n", "grad_at_center = grad_phase(coeffs_test, 0.0, 0.0)\n", "grad_at_edge = grad_phase(coeffs_test, 0.7, 0.0)\n", "\n", "print(\"Gradient dPhase/dCoeff at center (rho=0):\")\n", "for j in range(1, 12):\n", " print(f\" Z{j:2d}: {grad_at_center[j-1]:+.4f}\")\n", "\n", "print(\"\\nGradient dPhase/dCoeff at edge (rho=0.7, theta=0):\")\n", "for j in range(1, 12):\n", " print(f\" Z{j:2d}: {grad_at_edge[j-1]:+.4f}\")" ] }, { "cell_type": "code", "execution_count": 18, "id": "5xr4x46ca7r", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualize gradient maps: how phase changes with each coefficient across the pupil\n", "# The gradient dPhase/dCoeff_j is simply 2*pi * Z_j (the Zernike polynomial)\n", "\n", "fig, axes = plt.subplots(2, 4, figsize=(7, 3.7))\n", "\n", "mode_names = [\"Piston\", \"Tilt X\", \"Tilt Y\", \"Defocus\", \n", " \"Astig. 45°\", \"Astig. 0°\", \"Coma Y\", \"Coma X\"]\n", "subfig_labels = 'abcdefgh'\n", "\n", "for idx, ax in enumerate(axes.flat):\n", " j = idx + 1 # Noll index\n", " n, m = noll_to_nm(j)\n", " n, m = int(n), int(m)\n", " \n", " # Gradient is 2*pi * normalized Zernike polynomial\n", " grad_map = 2 * jnp.pi * zernike_polynomial(rho_phys, theta_phys, n, m, normalize=True)\n", " grad_masked = jnp.where(rho_phys <= 1.0, grad_map, jnp.nan)\n", " \n", " vmax = jnp.nanmax(jnp.abs(grad_masked))\n", " if vmax > 0:\n", " im = ax.imshow(grad_masked, cmap=\"RdBu_r\", vmin=-vmax, vmax=vmax)\n", " else:\n", " im = ax.imshow(grad_masked, cmap=\"RdBu_r\")\n", " \n", " ax.set_title(f\"$\\\\partial\\\\phi / \\\\partial c_{{{j}}}$\\n({mode_names[idx]})\")\n", " ax.axis(\"off\")\n", " ax.text(0.02, 0.98, f'({subfig_labels[idx]})', transform=ax.transAxes, \n", " fontweight='bold', va='top', color='black')\n", "\n", "plt.tight_layout()\n", "plt.savefig('Figures/zernike_gradient_maps.pdf', bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.savefig('Figures/zernike_gradient_maps.png', dpi=300, bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 19, "id": "g6sizi66lxl", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualize how gradients change along a radial slice\n", "# This shows the radial dependence of sensitivity to each coefficient\n", "\n", "rho_slice = jnp.linspace(0, 1, 100)\n", "theta_slice = 0.0 # Along x-axis\n", "\n", "fig, axes = plt.subplots(1, 3, figsize=(7, 2.3))\n", "\n", "# Group by radial order\n", "groups = [\n", " (\"n=0,1: Piston & Tilt\", [(1, \"Piston\"), (2, \"Tilt X\")]),\n", " (\"n=2: Defocus & Astig.\", [(4, \"Defocus\"), (6, \"Astig. 0°\")]),\n", " (\"n=3,4: Coma & Spherical\", [(8, \"Coma X\"), (11, \"Spherical\")]),\n", "]\n", "\n", "subfig_labels = 'abc'\n", "\n", "for idx, (ax, (title, modes)) in enumerate(zip(axes, groups)):\n", " for j, name in modes:\n", " n, m = noll_to_nm(j)\n", " n, m = int(n), int(m)\n", " Z = 2 * jnp.pi * zernike_polynomial(rho_slice, jnp.full_like(rho_slice, theta_slice), n, m, normalize=True)\n", " ax.plot(rho_slice, Z, label=f\"$Z_{{{j}}}$: {name}\", linewidth=1.5)\n", " \n", " ax.set_xlabel(r\"$\\rho$\")\n", " ax.set_ylabel(r\"$\\partial\\phi / \\partial c$ (rad)\")\n", " ax.set_title(title)\n", " ax.legend()\n", " ax.grid(True, alpha=0.3)\n", " ax.axhline(y=0, color='k', linewidth=0.5)\n", " ax.text(-0.15, 1.05, f'({subfig_labels[idx]})', transform=ax.transAxes, \n", " fontweight='bold', va='top')\n", "\n", "plt.tight_layout()\n", "plt.savefig('Figures/zernike_radial_sensitivity.pdf', bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.savefig('Figures/zernike_radial_sensitivity.png', dpi=300, bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 20, "id": "jdsfnvy2tvn", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "The diagonal Hessian shows how variance depends quadratically on each coefficient.\n", "Off-diagonal terms are ~0 due to orthogonality of Zernike polynomials.\n" ] } ], "source": [ "# Higher-order derivatives: Hessian of phase variance\n", "# This demonstrates second-order differentiation capability\n", "\n", "def compute_phase_map(coeffs):\n", " \"\"\"Compute full phase map from coefficients.\"\"\"\n", " phase = jnp.zeros_like(rho_phys)\n", " for j in range(1, len(coeffs) + 1):\n", " n, m = noll_to_nm(j)\n", " n, m = int(n), int(m)\n", " Z = zernike_polynomial(rho_phys, theta_phys, n, m, normalize=True)\n", " phase = phase + coeffs[j-1] * Z\n", " return 2 * jnp.pi * phase\n", "\n", "def total_phase_variance(coeffs):\n", " \"\"\"Compute variance of phase over the pupil.\"\"\"\n", " phase = compute_phase_map(coeffs)\n", " mask = rho_phys <= 1.0\n", " phase_in_pupil = jnp.where(mask, phase, 0.0)\n", " n_pixels = jnp.sum(mask)\n", " mean_phase = jnp.sum(phase_in_pupil) / n_pixels\n", " variance = jnp.sum(jnp.where(mask, (phase - mean_phase)**2, 0.0)) / n_pixels\n", " return variance\n", "\n", "# Compute Hessian\n", "hessian_fn = jax.hessian(total_phase_variance)\n", "coeffs_zero = jnp.zeros(8)\n", "hessian_matrix = hessian_fn(coeffs_zero)\n", "\n", "# Plot (single column width = 3.5\")\n", "fig, ax = plt.subplots(figsize=(3.5, 3.5))\n", "\n", "# Center colorbar around 0: use symmetric vmin/vmax\n", "vmax_hess = float(jnp.max(jnp.abs(hessian_matrix)))\n", "im = ax.imshow(hessian_matrix, cmap=\"RdBu_r\", vmin=-vmax_hess, vmax=vmax_hess)\n", "\n", "ax.set_xticks(range(8))\n", "ax.set_yticks(range(8))\n", "labels = [f\"$Z_{{{j}}}$\" for j in range(1, 9)]\n", "ax.set_xticklabels(labels)\n", "ax.set_yticklabels(labels)\n", "ax.set_xlabel(\"Coefficient\")\n", "ax.set_ylabel(\"Coefficient\")\n", "ax.set_title(\"Hessian of Phase Variance\")\n", "plt.colorbar(im, ax=ax, shrink=0.8)\n", "\n", "# Annotate\n", "for i in range(8):\n", " for j in range(8):\n", " val = hessian_matrix[i, j]\n", " color = \"white\" if abs(val) > vmax_hess * 0.5 else \"black\"\n", " ax.text(j, i, f\"{val:.1f}\", ha=\"center\", va=\"center\", color=color, fontsize=7)\n", "\n", "plt.tight_layout()\n", "plt.savefig('Figures/zernike_hessian.pdf', bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.savefig('Figures/zernike_hessian.png', dpi=300, bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.show()\n", "\n", "print(\"The diagonal Hessian shows how variance depends quadratically on each coefficient.\")\n", "print(\"Off-diagonal terms are ~0 due to orthogonality of Zernike polynomials.\")" ] }, { "cell_type": "markdown", "id": "summary-header", "metadata": {}, "source": [ "## Summary\n", "\n", "This tutorial covered:\n", "\n", "1. **Index conversion** between Noll and (n,m) indexing\n", "2. **Radial polynomials** $R_n^{|m|}(\\rho)$\n", "3. **Individual Zernike polynomials** using `zernike_polynomial()`\n", "4. **Zernike pyramid** organization by radial and azimuthal order\n", "5. **Common aberrations**: defocus, astigmatism, coma, spherical, trefoil\n", "6. **Generating aberrations** from coefficient arrays\n", "7. **Coefficient variations** and their effects\n", "8. **Orthogonality** verification\n", "9. **Random aberrations** generation\n", "10. **Differentiability**: gradients, Jacobians, and Hessians with JAX\n", "\n", "### Key Functions\n", "\n", "| Function | Description |\n", "|----------|-------------|\n", "| `noll_to_nm(j)` | Convert Noll index to (n, m) |\n", "| `nm_to_noll(n, m)` | Convert (n, m) to Noll index |\n", "| `zernike_polynomial(rho, theta, n, m)` | Generate single polynomial |\n", "| `zernike_radial(rho, n, m)` | Radial component only |\n", "| `generate_aberration_noll(xx, yy, coeffs, r)` | Phase from Noll coefficients |\n", "| `generate_aberration_nm(xx, yy, n, m, coeffs, r)` | Phase from (n,m) coefficients |\n", "| `defocus()`, `astigmatism()`, `coma()`, etc. | Convenience functions |\n", "\n", "### Differentiability\n", "\n", "All functions are compatible with JAX transformations:\n", "- `jax.grad` - First derivatives\n", "- `jax.jacfwd` / `jax.jacrev` - Jacobians\n", "- `jax.hessian` - Second derivatives\n", "- `jax.jit` - JIT compilation\n", "- `jax.vmap` - Vectorization" ] }, { "cell_type": "markdown", "id": "zzwzanek1c", "metadata": {}, "source": [ "## Publication Figure: Zernike Polynomials\n", "\n", "A comprehensive figure for the Janssen paper showing:\n", "- Individual Zernike modes (basis functions)\n", "- Combined aberration from coefficients\n", "- Gradient sensitivity (differentiability demonstration)" ] }, { "cell_type": "code", "execution_count": 21, "id": "nurmyckgw99", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Blind correction complete.\n", "Initial RMS (aberration only): 5.841 rad\n", "RMS at iteration 5: 2.973 rad\n", "Final RMS (aberration + corrector): 0.146 rad\n", "RMS reduction: 97.5%\n" ] } ], "source": [ "# Publication Figure: Computation\n", "# Compute all data needed for the figure\n", "\n", "import jax\n", "import string\n", "import optax\n", "\n", "# Generate random aberration coefficients (the \"unknown\" aberration)\n", "key = jax.random.PRNGKey(42)\n", "n_coeffs = 15\n", "aberration_coeffs = jax.random.normal(key, (n_coeffs - 3,)) * 0.3\n", "\n", "# Create wrapper functions that use global rho, theta\n", "def phase_rms_wrapper(coeffs):\n", " \"\"\"Wrapper for phase_rms that uses global rho, theta.\"\"\"\n", " return phase_rms(rho, theta, coeffs, start_noll=4)\n", "\n", "def compute_phase_wrapper(coeffs):\n", " \"\"\"Wrapper for compute_phase_from_coeffs that uses global rho, theta.\"\"\"\n", " return compute_phase_from_coeffs(rho, theta, coeffs, start_noll=4)\n", "\n", "# Blind correction: start with zero corrector coefficients\n", "# The goal is to find corrector coefficients that cancel the aberration\n", "# Total phase = aberration + corrector, we want to minimize RMS of total\n", "\n", "def total_phase_rms(corrector_coeffs):\n", " \"\"\"RMS of aberration + corrector (we want to minimize this).\"\"\"\n", " total_coeffs = aberration_coeffs + corrector_coeffs\n", " return phase_rms(rho, theta, total_coeffs, start_noll=4)\n", "\n", "# Compute gradient of total RMS w.r.t. corrector coefficients\n", "grad_total_rms = jax.grad(total_phase_rms)\n", "\n", "# Start with zero corrector (blind start)\n", "corrector_coeffs = jnp.zeros_like(aberration_coeffs)\n", "\n", "# Run optimization loop\n", "optimizer = optax.adam(learning_rate=0.05)\n", "opt_state = optimizer.init(corrector_coeffs)\n", "\n", "n_iterations = 50\n", "midway_iter = 5 # Iteration to show intermediate state\n", "rms_history = [float(total_phase_rms(corrector_coeffs))]\n", "\n", "# Track midway state\n", "corrector_at_midway = None\n", "rms_at_midway = None\n", "\n", "for i in range(n_iterations):\n", " grads = grad_total_rms(corrector_coeffs)\n", " updates, opt_state = optimizer.update(grads, opt_state)\n", " corrector_coeffs = optax.apply_updates(corrector_coeffs, updates)\n", " rms_history.append(float(total_phase_rms(corrector_coeffs)))\n", " \n", " # Save state at midway iteration\n", " if i == midway_iter - 1: # After midway_iter iterations (0-indexed)\n", " corrector_at_midway = corrector_coeffs.copy()\n", " rms_at_midway = rms_history[-1]\n", "\n", "final_corrector = corrector_coeffs\n", "final_total_coeffs = aberration_coeffs + final_corrector\n", "\n", "# Compute phases\n", "phase_aberration = compute_phase_wrapper(aberration_coeffs)\n", "phase_corrected = compute_phase_wrapper(final_total_coeffs)\n", "\n", "# Compute midway phase\n", "total_coeffs_at_midway = aberration_coeffs + corrector_at_midway\n", "phase_midway = compute_phase_wrapper(total_coeffs_at_midway)\n", "\n", "# Compute RMS values\n", "phase_masked = jnp.where(rho <= 1.0, phase_aberration, jnp.nan)\n", "vmax_random = float(jnp.nanmax(jnp.abs(phase_masked)))\n", "rms_initial = rms_history[0]\n", "rms_final = rms_history[-1]\n", "\n", "# Prepare data for bar plots\n", "coeff_indices = list(range(4, 16))\n", "aberration_values_plot = [float(aberration_coeffs[j-4]) for j in coeff_indices]\n", "corrector_values_plot = [float(final_corrector[j-4]) for j in coeff_indices]\n", "corrector_at_midway_values_plot = [float(corrector_at_midway[j-4]) for j in coeff_indices]\n", "final_total_values_plot = [float(final_total_coeffs[j-4]) for j in coeff_indices]\n", "\n", "print(f\"Blind correction complete.\")\n", "print(f\"Initial RMS (aberration only): {rms_initial:.3f} rad\")\n", "print(f\"RMS at iteration {midway_iter}: {rms_at_midway:.3f} rad\")\n", "print(f\"Final RMS (aberration + corrector): {rms_final:.3f} rad\")\n", "print(f\"RMS reduction: {(rms_initial - rms_final) / rms_initial * 100:.1f}%\")" ] }, { "cell_type": "code", "execution_count": 22, "id": "f7b638ea", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Publication Figure: Plotting\n", "# IEEE double-column format (7 inches wide)\n", "\n", "# Subfigure counter\n", "subfig_counter = 0\n", "\n", "def get_subfig_label():\n", " \"\"\"Get next subfigure label and increment counter.\"\"\"\n", " global subfig_counter\n", " label = f'({string.ascii_lowercase[subfig_counter]})'\n", " subfig_counter += 1\n", " return label\n", "\n", "def plot_zernike_pub(rho, theta, n, m, ax, title=None):\n", " \"\"\"Plot a Zernike polynomial for publication.\"\"\"\n", " Z = zernike_polynomial(rho, theta, n, m, normalize=True)\n", " Z_masked = jnp.where(rho <= 1.0, Z, jnp.nan)\n", " vmax = jnp.nanmax(jnp.abs(Z_masked))\n", " im = ax.imshow(Z_masked, cmap=\"RdBu_r\", vmin=-vmax, vmax=vmax, \n", " extent=[-1.2, 1.2, -1.2, 1.2])\n", " ax.set_aspect(\"equal\")\n", " ax.axis(\"off\")\n", " if title:\n", " ax.set_title(title, pad=3)\n", " ax.text(0.02, 0.98, get_subfig_label(), transform=ax.transAxes, \n", " fontweight='bold', va='top', ha='left')\n", " return im\n", "\n", "def plot_phase_pub(phase, ax, title, vmax_override=None, title_below=False):\n", " \"\"\"Plot phase map for publication.\"\"\"\n", " phase_masked = jnp.where(rho <= 1.0, phase, jnp.nan)\n", " if vmax_override is not None:\n", " vmax = vmax_override\n", " else:\n", " vmax = jnp.nanmax(jnp.abs(phase_masked))\n", " im = ax.imshow(phase_masked, cmap=\"RdBu_r\", vmin=-vmax, vmax=vmax,\n", " extent=[-1.2, 1.2, -1.2, 1.2])\n", " ax.set_aspect(\"equal\")\n", " ax.axis(\"off\")\n", " if title_below:\n", " # Use text annotation below the axes since axis(\"off\") hides xlabel\n", " ax.text(0.5, -0.05, title, transform=ax.transAxes,\n", " fontweight='bold', va='top', ha='center', fontsize=7)\n", " else:\n", " ax.set_title(title, pad=3)\n", " ax.text(0.02, 0.98, get_subfig_label(), transform=ax.transAxes,\n", " fontweight='bold', va='top', ha='left')\n", " return im\n", "\n", "# Create combined figure\n", "fig = plt.figure(figsize=(7, 6))\n", "gs = mpgs.GridSpec(36, 42, figure=fig, hspace=0.3, wspace=0.3)\n", "\n", "# Bar plot colors: green for positive, orange for negative\n", "COLOR_POS = '#2E7D32' # Dark green\n", "COLOR_NEG = '#E65100' # Dark orange\n", "COLOR_MIDWAY = '#1976D2' # Blue for midway iteration\n", "\n", "# Compute symmetric y-axis limits for both bar plots\n", "max_abs_coeff = max(\n", " max(abs(v) for v in aberration_values_plot),\n", " max(abs(v) for v in corrector_values_plot),\n", " max(abs(v) for v in corrector_at_midway_values_plot)\n", ")\n", "bar_ylim = (-max_abs_coeff * 1.1, max_abs_coeff * 1.1)\n", "\n", "# ============ Section 1: Individual Zernike modes (a-f) ============\n", "modes = [\n", " (2, 0, \"Defocus\"),\n", " (2, 2, \"Astigmatism\"),\n", " (3, 1, \"Coma X\"),\n", " (3, -1, \"Coma Y\"),\n", " (4, 0, \"Spherical\"),\n", " (3, 3, \"Trefoil\"),\n", "]\n", "\n", "for idx, (n, m, name) in enumerate(modes):\n", " col_start = int(idx * 7)\n", " ax = fig.add_subplot(gs[0:9, col_start:col_start+7])\n", " j = nm_to_noll(n, m)\n", " plot_zernike_pub(rho, theta, n, m, ax, title=f'{name}\\n$Z_{{{j}}}$')\n", "\n", "# ============ Section 2: Aberration + Coefficients (g-h) ============\n", "ax_aberration = fig.add_subplot(gs[11:21, 0:10])\n", "im = ax_aberration.imshow(jnp.where(rho <= 1.0, phase_aberration, jnp.nan), cmap=\"RdBu_r\", \n", " vmin=-vmax_random, vmax=vmax_random, extent=[-1.2, 1.2, -1.2, 1.2])\n", "ax_aberration.set_aspect(\"equal\")\n", "ax_aberration.axis(\"off\")\n", "ax_aberration.set_title(f\"Unknown Aberration\\nRMS = {rms_initial:.2f} rad\", pad=3)\n", "ax_aberration.text(0.02, 0.98, get_subfig_label(), transform=ax_aberration.transAxes,\n", " fontweight='bold', va='top', ha='left')\n", "\n", "ax_bar = fig.add_subplot(gs[11:21, 14:42])\n", "coeff_labels_plot = [f\"$Z_{{{j}}}$\" for j in coeff_indices]\n", "coeff_colors = [COLOR_POS if v >= 0 else COLOR_NEG for v in aberration_values_plot]\n", "bars = ax_bar.bar(range(len(aberration_values_plot)), aberration_values_plot,\n", " color=coeff_colors, edgecolor='black', linewidth=0.5)\n", "ax_bar.set_xticks(range(len(aberration_values_plot)))\n", "ax_bar.set_xticklabels(coeff_labels_plot)\n", "ax_bar.set_ylabel(\"Coefficient (waves)\")\n", "ax_bar.axhline(y=0, color='k', linewidth=0.5)\n", "ax_bar.grid(True, alpha=0.3, axis='y')\n", "ax_bar.set_title(\"Aberration Coefficients\", pad=3)\n", "ax_bar.set_ylim(bar_ylim)\n", "ax_bar.text(-0.02, 1.20, get_subfig_label(), transform=ax_bar.transAxes,\n", " fontweight='bold', va='top', ha='left')\n", "\n", "# ============ Section 3: RMS vs iteration + Two corrected phases + Corrector evolution (i-l) ===========\n", "\n", "# RMS vs iteration\n", "ax_rms_iter = fig.add_subplot(gs[24:36, 0:9])\n", "ax_rms_iter.plot(range(len(rms_history)), rms_history, 'b-', linewidth=1.5)\n", "ax_rms_iter.axvline(x=midway_iter, color='gray', linestyle='--', linewidth=1, alpha=0.7)\n", "ax_rms_iter.set_xlabel(\"Iteration\")\n", "ax_rms_iter.set_ylabel(\"RMS (rad)\")\n", "ax_rms_iter.set_title(\"Blind Optimization\", pad=3)\n", "ax_rms_iter.grid(True, alpha=0.3)\n", "ax_rms_iter.set_xlim(0, len(rms_history)-1)\n", "ax_rms_iter.set_ylim(0, max(rms_history) * 1.1)\n", "ax_rms_iter.text(-0.25, 1.05, get_subfig_label(), transform=ax_rms_iter.transAxes,\n", " fontweight='bold', va='top', ha='left')\n", "\n", "# Midway phase (at iteration 5)\n", "ax_midway = fig.add_subplot(gs[24:30, 10:16])\n", "plot_phase_pub(phase_midway, ax_midway, f\"Iter {midway_iter}\\n{rms_at_midway:.2f} rad\", \n", " vmax_override=vmax_random)\n", "\n", "# Corrected phase (final) - title below to avoid overlap with (j)\n", "ax_corrected = fig.add_subplot(gs[30:36, 10:16])\n", "plot_phase_pub(phase_corrected, ax_corrected, f\"Final: {rms_final:.2f} rad\", \n", " vmax_override=vmax_random, title_below=True)\n", "\n", "# Corrector evolution: midway vs final (side by side bars)\n", "ax3 = fig.add_subplot(gs[24:36, 19:42])\n", "x_positions = range(len(corrector_values_plot))\n", "bar_width = 0.35\n", "\n", "# Midway iteration bars (lighter, behind)\n", "bars_midway = ax3.bar([x - bar_width/2 for x in x_positions], corrector_at_midway_values_plot, \n", " bar_width, color=COLOR_MIDWAY, alpha=0.6, edgecolor='black', \n", " linewidth=0.5, label=f'Iter {midway_iter}')\n", "\n", "# Final bars (in front)\n", "corrector_colors = [COLOR_POS if c >= 0 else COLOR_NEG for c in corrector_values_plot]\n", "bars_final = ax3.bar([x + bar_width/2 for x in x_positions], corrector_values_plot, \n", " bar_width, color=corrector_colors, edgecolor='black', \n", " linewidth=0.5, label='Final')\n", "\n", "ax3.set_xticks(x_positions)\n", "ax3.set_xticklabels(coeff_labels_plot)\n", "ax3.set_ylabel(\"Coefficient (waves)\")\n", "ax3.axhline(y=0, color='k', linewidth=0.5)\n", "ax3.grid(True, alpha=0.3, axis='y')\n", "ax3.set_title(\"Corrector Evolution\", pad=3)\n", "ax3.set_ylim(bar_ylim)\n", "ax3.legend(loc='upper right', fontsize=5)\n", "ax3.text(-0.02, 1.1, get_subfig_label(), transform=ax3.transAxes,\n", " fontweight='bold', va='top', ha='left')\n", "\n", "plt.savefig('Figures/zernike_publication_figure.pdf', bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.savefig('Figures/zernike_publication_figure.png', dpi=300, bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.11" } }, "nbformat": 4, "nbformat_minor": 5 }