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    "# Lecture 21.5: NEMO 3-D — scaling to large problems: parallel computing\n",
    "\n",
    "*From* [Nanoelectronic Modeling — From Atoms to Devices](https://nanohub.org/resources/45001),\n",
    "*Gerhard Klimeck, Purdue University. Lecture page:* [nanoHUB resource 45241](https://nanohub.org/resources/45241)\n",
    "— [video](https://nanohub.org/resources/45273) · [slides](https://nanohub.org/resources/45272)\n",
    "\n",
    "**In this lecture**\n",
    "\n",
    "- The limiting operation of the Lanczos solver is the complex sparse matrix–vector product. NEMO 3-D\n",
    "  cuts the device into slices, one per processor, and communicates only across the slice surfaces.\n",
    "  PARPACK was about 10 times slower, and the folded-spectrum method also slower than Lanczos.\n",
    "- NEMO 3-D grew up on Beowulf clusters built from commodity parts at JPL: from Hyglac (1997,\n",
    "  16 Pentium Pro, 3.2 GFlops, about \\$50k) to a 495 GFlops Xserve cluster for about \\$100k (2002).\n",
    "  A 2023 laptop delivers about 300 GFlops.\n",
    "- Benchmarks of 2001 (30 Lanczos iterations, ¼ to 16 million atoms): good strong scaling, a second\n",
    "  processor per node that slows the code down (memory bandwidth), parallel efficiency of 50–60% when\n",
    "  the Hamiltonian is recomputed and 65–80% when it is stored, and a 3–4 times speed-up from storing it.\n",
    "- With the number of processors fixed, the time grows linearly with the number of atoms.\n",
    "- Scaling to 8,192 cores in 2007 used a one-dimensional decomposition, a long thin wire rather than a\n",
    "  dot. NEMO 3-D Peta (Sunhee Lee, Hoon Ryu) added 2-D and 3-D decompositions and ran on more than\n",
    "  30,000 cores, from 10 hours to 20 minutes.\n",
    "\n",
    "**In this notebook**\n",
    "\n",
    "- Time the open-nemo tight-binding Hamiltonian and its product with a vector against the number of\n",
    "  atoms, and estimate the memory of a stored sp3d5s\\* Hamiltonian.\n",
    "- Put the machines of the lecture next to one another.\n",
    "- Cut a GaAs cube into slabs and into cubes and count, from the actual bonds, how many atoms each\n",
    "  domain must receive per product.\n",
    "- Combine the measured product time with the halo sizes in a simple strong-scaling model of the\n",
    "  44 nm silicon cube of slide 13."
   ]
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   "source": [
    "%matplotlib inline\n",
    "import time\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import opennemo as nemo\n",
    "from scipy.spatial import cKDTree\n",
    "from opennemo.visualization import style\n",
    "from opennemo.structures.structure import supercell\n",
    "\n",
    "style.use(notebook=True)"
   ]
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   "source": [
    "## 1. The work: one sparse product per Lanczos step\n",
    "\n",
    "![Slide 2: slicing the domain and the block-tridiagonal matrix](attachment:slide_002_crop.png)\n",
    "\n",
    "*Slide 2: the device is cut into slices, one per processor; ordering the atoms slice by slice makes\n",
    "the Hamiltonian block tridiagonal, and processor $m$ needs from its neighbours only the parts of\n",
    "$\\mathbf{x}$ that couple across its two surfaces.*\n",
    "\n",
    "Every Lanczos step (lecture 21.4) is one product $\\mathbf{y} = H\\mathbf{x}$ plus a few vector\n",
    "operations. With nearest-neighbour tight binding each row of $H$ has a fixed number of non-zeros,\n",
    "so the cost of a product is proportional to the number of atoms. We time it for bulk GaAs\n",
    "supercells in the sp3s\\* basis (5 orbitals per atom, no spin), together with the time to build $H$."
   ],
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"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "5689ec27",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:31:12.346775Z",
     "iopub.status.busy": "2026-10-24T22:31:12.346670Z",
     "iopub.status.idle": "2026-10-24T22:31:14.533322Z",
     "shell.execute_reply": "2026-10-24T22:31:14.532863Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   512 atoms,   2560 rows,    47616 non-zeros: build  0.020 s, product  0.029 ms (13.3 GFlop/s)\n",
      "  1728 atoms,   8640 rows,   160704 non-zeros: build  0.067 s, product  0.093 ms (13.9 GFlop/s)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  4096 atoms,  20480 rows,   380928 non-zeros: build  0.165 s, product  0.218 ms (14.0 GFlop/s)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  8000 atoms,  40000 rows,   744000 non-zeros: build  0.327 s, product  0.431 ms (13.8 GFlop/s)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " 13824 atoms,  69120 rows,  1285632 non-zeros: build  0.544 s, product  0.760 ms (13.5 GFlop/s)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " 21952 atoms, 109760 rows,  2041536 non-zeros: build  0.930 s, product  1.167 ms (14.0 GFlop/s)\n",
      "time ~ N^0.99 (product), N^1.01 (build); 0.58 ns per complex non-zero\n",
      "building H costs 738 products\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 660x440 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "GAAS = nemo.structures.materials.load(\"klimeck2002_sp3s\")[\"GaAs\"]\n",
    "lat = nemo.structures.lattice.from_material(GAAS)\n",
    "rows = []\n",
    "for n in (4, 6, 8, 10, 12, 14):\n",
    "    s = supercell(lat, (n, n, n))\n",
    "    t0 = time.perf_counter()\n",
    "    H = nemo.models.tb.SlaterKoster(GAAS).build(s).at(np.zeros(3)).tocsr().astype(complex)\n",
    "    t_build = time.perf_counter() - t0\n",
    "    x = np.ones(H.shape[0], complex)\n",
    "    H @ x\n",
    "    t0 = time.perf_counter()\n",
    "    for _ in range(20):\n",
    "        H @ x\n",
    "    t_mv = (time.perf_counter() - t0) / 20\n",
    "    rows.append((s.num_atoms, H.shape[0], H.nnz, t_build, t_mv))\n",
    "    print(f\"{s.num_atoms:6d} atoms, {H.shape[0]:6d} rows, {H.nnz:8d} non-zeros: build {t_build:6.3f} s, \"\n",
    "          f\"product {t_mv * 1e3:6.3f} ms ({8 * H.nnz / t_mv / 1e9:4.1f} GFlop/s)\")\n",
    "rows = np.array(rows)\n",
    "atoms, nnz, t_build, t_mv = rows[:, 0], rows[:, 2], rows[:, 3], rows[:, 4]\n",
    "p_mv = np.polyfit(np.log(atoms), np.log(t_mv), 1)[0]\n",
    "p_b = np.polyfit(np.log(atoms), np.log(t_build), 1)[0]\n",
    "ns_per_nnz = np.median(t_mv / nnz) * 1e9\n",
    "print(f\"time ~ N^{p_mv:.2f} (product), N^{p_b:.2f} (build); {ns_per_nnz:.2f} ns per complex non-zero\")\n",
    "print(f\"building H costs {np.median(t_build / t_mv):.0f} products\")\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(6, 4))\n",
    "ax.plot(atoms / 1e3, t_mv * 1e3, \"o-\", color=style.OPEN_NEMO, label=\"product H x (ms)\")\n",
    "ax.plot(atoms / 1e3, t_build, \"s--\", color=style.CONTEXT, label=\"build H (s)\")\n",
    "ax.set(xlabel=\"atoms (thousands)\", ylabel=\"time\", title=\"sp3s* GaAs, one core\")\n",
    "ax.legend(frameon=False)\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a91d0ffe",
   "metadata": {},
   "source": [
    "![Slide 10: compute time against the number of atoms on 24 processors](attachment:slide_010_crop.png)\n",
    "\n",
    "*Slide 10: the 2001 benchmarks. Left, wall time against the number of processors for ¼ to 16\n",
    "million atoms (top: Hamiltonian recomputed, bottom: stored). Right, with 24 processors fixed, the\n",
    "time grows linearly with the number of atoms.*\n",
    "\n",
    "Both the product and the construction of $H$ grow linearly with the number of atoms, as on slide 10:\n",
    "the fitted exponents are 1.0 within a few hundredths. One complex non-zero costs well under 1 ns on one\n",
    "core of the machine that ran this notebook, 10–14 GFlop/s counting 8 floating-point operations per\n",
    "complex multiply–add (timings vary by a few tens of percent from run to run).\n",
    "\n",
    "The lecture's \"recompute or store\" question depends on the code. In NEMO 3-D, recomputing the\n",
    "matrix elements on the fly made the product 3–4 times slower than using a stored matrix (slide 9).\n",
    "open-nemo builds $H$ in vectorized Python, roughly 700 times the cost of a product, so it always stores\n",
    "$H$. What storage costs in memory is the next question:"
   ],
   "attachments": {
    "slide_010_crop.png": {
     "image/png": 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"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "d74cba62",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:31:14.534469Z",
     "iopub.status.busy": "2026-10-24T22:31:14.534369Z",
     "iopub.status.idle": "2026-10-24T22:31:14.593011Z",
     "shell.execute_reply": "2026-10-24T22:31:14.592711Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "sp3d5s* with spin: 20 rows and 827 non-zeros per atom, 16.6 kB per atom stored\n",
      " 0.25 M atoms: stored H    4.2 GB, Lanczos vectors  0.24 GB\n",
      " 1.00 M atoms: stored H   16.6 GB, Lanczos vectors  0.96 GB\n",
      " 4.00 M atoms: stored H   66.5 GB, Lanczos vectors  3.84 GB\n",
      "16.00 M atoms: stored H  266.1 GB, Lanczos vectors 15.36 GB\n"
     ]
    }
   ],
   "source": [
    "SPDS = nemo.structures.materials.load(\"klimeck2002_sp3d5s\")[\"GaAs\"]\n",
    "small = supercell(nemo.structures.lattice.from_material(SPDS), (4, 4, 4))\n",
    "Hs = nemo.models.tb.SlaterKoster(SPDS, spin=True).build(small).at(np.zeros(3)).tocsr()\n",
    "nnz_atom = Hs.nnz / small.num_atoms\n",
    "bytes_atom = nnz_atom * (16 + 4) + 20 * 4                 # complex value + int32 column, row pointers\n",
    "print(f\"sp3d5s* with spin: {Hs.shape[0] // small.num_atoms} rows and {nnz_atom:.0f} non-zeros per atom, \"\n",
    "      f\"{bytes_atom / 1e3:.1f} kB per atom stored\")\n",
    "for million in (0.25, 1, 4, 16):\n",
    "    print(f\"{million:5.2f} M atoms: stored H {million * 1e6 * bytes_atom / 1e9:6.1f} GB, \"\n",
    "          f\"Lanczos vectors {3 * million * 1e6 * 20 * 16 / 1e9:5.2f} GB\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a0304cf1",
   "metadata": {},
   "source": [
    "Sixteen million atoms need 266 GB for the stored sp3d5s\\* Hamiltonian, against 64 GB of memory in\n",
    "the whole Pluto cluster of 2001 (and 1 GB per processor). That is why NEMO 3-D could also recompute\n",
    "$H$ on the fly, keeping only the Lanczos vectors (15 GB at 16 million atoms), and why the 8 and 16\n",
    "million-atom systems on slide 5 had to run in parallel just to fit: parallel computing does not only\n",
    "shorten the time, it makes the large systems possible. The memory also explains the second processor\n",
    "per node of slides 4–7: two processors sharing one memory bus that a sparse product already\n",
    "saturates are slower than one.\n",
    "\n",
    "## 2. Four generations of Beowulf clusters, and a laptop\n",
    "\n",
    "![Slide 3: from Hyglac to the 2023 laptop](attachment:slide_003_crop.png)\n",
    "\n",
    "*Slide 3: the JPL clusters on which NEMO 3-D was developed, following the Beowulf concept of\n",
    "Tom Sterling: commodity processors, Ethernet or Myrinet, Linux and MPI.*"
   ],
   "attachments": {
    "slide_003_crop.png": {
     "image/png": 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cblZCbe+EM2ZEBtvVyUHRx8yApd6Z11s6yfx0jejH0Y1/Wy2/GiCPgpST9/v3a0XORfn7tUZ/uG6xfbueK8pR1cZN09XIm2WkLOpTa/t7ZB1gASEzDL5gdWvqGtYcZgPBEyCk9VYFYSl/CEtJIDOZN8j98dy3/VCiaR7H/Z7G3CG6aOKOxMcUgZ6c4iFzukMg54TEEpe6HiJZHsu+9QeuugWcRJwxifcNanpZ7evjAIWlar9/zZWTzrMnV3449/i7h0fYN4gzPBeq19C+9t+32L5dX+t8sUbO87t9LfYbq/zt9pEy3GZjA+Vltcpn3JypqOsMUVih/t2Rfc8pFk6T/eAvHDLjBhZ9wGplRRbhfIF5SMJHioRgGnbYsBgggLkb6xgKTHg4hgqMrE3yOPBDvYEuqoHeKd4Wwwco1RROyNY6TfHBUZyn4estwZTw5NNnWU4LjI+cCFqnyTdO0+hyOYrfXxK2rdHfOe7/PLlusX27nnWcxJ0H5UB0iAc0ujJDw5tGE2iXWVHw9lj1sSwBKmkK0K1htWX6CB2v0U1DIkcZETTdHyBT8No3WJFkjEAlXqS2UDNmjShPcE9A2sZKrPqkRWcrWkDGA2aTXJOgCqyPXhhavXO7gHrNYxNw+PXCYx5PNWHd2+WUu98a2xTXHLsc2tewfffuf26xfbu++pvioW0O/IizmbBYTvbaydvk0IbFXDb0ZieasEJG+90VyQB1lDmbVWCGxInDkYCh8Mf9/ti2UHIJSRTtkqUAyScQLTJg3V9X0LZIU5xalURGqtA/SM4bGunR3C9k2sg6DrRMDB3aob4kpJrH+uCvN8l48qRIMS8NQdSaZUm/tZ5YIxsXxfb79//F9f6TlL3G9m2/fbs+q8gFMSrzMwQJ59TZZ8kISbLW6WMDpIgDtRNfZZTUVbCbHOyXpJkoezskXwhFJFA095n3A79wz+F5nLD+As6F9Ul5mlp55wI8WylexNPmJE3jegKhr7s5exTwGxQXAK6y3E/nQiV5tWqIvYGuDbEg7AppsTTotwP3B2LbsbGNifn//u//Ipwf/3Fv2JXb9fk9yFPuYsqo1w2RtwelsGbqk2hEFHUk7l+ilnSiBj63+UBZPBm1JxHbQh8B7QzaNwGlRJCjCPDRZyPUPR1zHYCDwcRQPsVxQEaAYoWhMmN0PTHYSEz/esFwGt8/kWDwDueG6OoqTpRyn4mYR1LL19kkQhvh/X//S+H9f+5//yvX0P7f/w0CEfjvQaB7/z/446yBf7ncJ/ZMxJ67xfa/7qJwgOtFsWeJA2h8x5AIrnpnSNRsHAHBEF9uIAesSTJURUMILJk/x4hwWn+NBp+PHbOSb8OFCCYlh66R0Evs9glzxhJwTiYIHGfHYehLHeCHyDdc7aOvr4hYhseupt+wCNcp2Qqn64UXD0tHlsHi+ZOEuOkegt7zIULh+sF6rQfF//0fUjXMzd7jTRza7lfn6i6kVrkv8Jxf6lF0i+1/yuWzMB877ACuApCIPhbZ1Dh9ndRNVoyUkpNJ+fV8l+dJuK+SoVBll3Y1dccHqJJK2Hm8vp7ISgnLAISB9ukYu1VHxoDJPYbpCbSPK8yo41NEMBv0GZ4vQCfddoC90mA9HvVv2G9joX16tN8GjoVePR+2qBS8Z8wPn1slvsMkQgrU45yqnf/Id3ZG/r/I2vgj1r9hnOjjOBDXC2B2uoKAbM5FKG81ufNv3G5TVIisEAxeKVKRtnWWqwyky11bRwIGuLqNgBap93UGBgb220JXTUl0ZAPjLXCulO+8BRIE22Z6gYYEOAB1ZUcQOqzqMKtLo7BD42BAO1GyPrUmn4YKULhjYtpurDBJ/A1dafYYuELIFRvbMPMsn/MaBK+ELIbMkwv+4Yadw+Po/yEfcjQWX7mS60WfFME0iQM7uMX2vzNzCxEmQGfjv4zwFvi/QD2ZbVFH8huzts2puuT3FWmR0Zvxv/17qGP39WnJ7L1FD6OcdoSH6dFRwPET3YMTo/f2D/uunQsaLsSTKA6hgnPBlMmqhIyyrKtfn7cBngGI/HAFlB9gBHaaASrH3/LZObkvZFKV5XZbXq67u7uqquhvAGh3Vf3hctUV/9N+fnWPLnq9TA3pQ8pbbP8LL7awFToISSgfydjQeliFWiktNPy1SA8lKmPtKWiGqjCAKJmh6TV8t/CPxvtMGLy+VzxNiyC35ousr6CRGpeY9wVBPIeqGMYlNqCWbBq8R3mbTnYJDQj1hDMgr8pj2Ke/Y06OOSOS5nppV8+nBs7bBfJ3+szOkN4SlqjcT/f3wJyf+Dqfp/l8Pt/Tm07n+2G4//jx4/39+XLd2+v6+vL5Nd6lrCN7i+1/X2iLC47KBjr8Mmm1RKLBlhXGv0tCkwSEFbH6Rg4bVAKOQZIn2rVCw69fkgtSXYKfkEKyDnuyBjVHAtelWN6NmBWCCg691LrQR4zO6jKZYFK0zXadmlLxGzZFct1irSswB/tteuN+OWfP9DAs8JYNp+UxCv2M1WT/kcJ3Od+fP979dfehHR6i+/7RZY+Ca4xfAh1/t1mkb3n73wle8QQDSUJaNtNgVhHuy6f9shUCQsgwJIyyNQNdtBXZpvEPWeD4Srx+TR5QtKh8rzA101MiozlyMXQeYFUS1V1YNag7mp44bGMqpwhWBlHRBGUrnKE2o/gdhmCYdovgEUZtPrfUAHXLkj2f6PGUxtM9ccXOD1d713KutsEdF1SKf/zIb7q/nz/O85MA/zx/47CY7pLoFtvOn6B54HvgNIdZHiI+pYYBHrY8cV7k2PNegtJaUkN7KMa2hTDjrPtLuA8qbRNAzlLMnPF5F6VQk+fYwDhJSdywZBtBvzAnkpXKIycj4meUstR48B2iSuujdZmcwjqBwrW+1YLHAG7Ij1W6bMjh09raYZD25e7yL98t4CwJlCrEWIY2dvJ9A8MS6mojsE8OHbxAj+N4aIhcaboO0/QaBp/FnEdjs5uKvNa/A+9HRyShcOi8pNqmaje05moIT66++LS0ZPa5pl5Ov8PdB4pkZOnz+eMHg+Bu+3YYho/rRSH+EOGfBzdeOdZppG3zxYOJ794/OM5/rv8Etxh7vdimO91MTU1sZ6eZ+JcxTl0NL2rWBA9CAlZIJ4clT+Wv0C9CaSK0NDkBwMwa+HIgVKwpACpyM9VtJ2Q9VFPi52OFyChPFfrJ/FRo2Pd4QHlrGahv36MiitUFM2qxacIq/BJLhEKejxtYhAhCk4qL+aUgrQg8Tp9eYFjneq+SXT0hz1NDL0RkMELLPaWTmGZJmqbOdjptEgDmE+osIBweJUZrVKzur9cwtn/5GlPuCJMKApfzurHsh/iFz1M7GrdRfFKRvSz39x8/fPi4Vt339338FzI3BffHx9ej7P1pcNPLc5dFhN3z7A/6fbNPrNnwy/kPVgwU4P8Rtxh7rZmSxWlXlSPrCJzNw57zV7elahBqB5oEszEBiwQ4XbivBSn7R3iLThwT2YlqU8v84JojLLIxYybDnl3rqDnWs3aKRhwS8KMR2yPiqjllwVAg/LBYVjEWNt+cD1zkEZQM3A9AzlgxL4w7d7zMRb70aC+nrpEC/rh/Kb/JpWDNj65z0RFVloPuWirbCoRVlNCl1ZoQ0qdFE39VCQKaCKhQwDEi/d9wxuIsMWV/oDidhzJmLovLOq0vWYIB8XukSvq8XIpzCm7bdPMrf6U0Iv8ktj/efxrc58exvZy7IqLjjJ/Z70IjeGJ9gnmSL/4TyFuQvVZss/eGGrISnOswagENp5lXX+J2gm9mOw5t4ox9e6iiw5wVtRqjIO38cmymbjccMwojaBzAzD6Zw6RrhxrRAe2jKBt12QQ6GxMg0tTB5DXYIhAmy92+0EbXvY+PPfXf2bdRCuaqnKtXRW5enoWWMxhcsQAM5XO53mHeAy+FrUXIUc/jW4+zvqIAp+JdWSEZOg389ZvZEl5YfzF3vV2hMuM6SvwGjif+yucH8MpxZwt/KFXJF2B8lNzTyXp1U3DfY2B2fgjuew5uarr74ePwfGxfg/uqBkHhPZYJpp5o17zA/679Q8BVlvzPf8KI0HVZdguy1yvKkYfcaSqaKZJdGh/5hsais2yOKSbGIF8H49aLZqgtuGXjjWiuB11MMjpmYlcDQiHrWhZ7H2CtvFNoq4mTMY5TLbI96tiuGDEvn6Kyvqudsqw3wXTYD8PU8CQo+Y60JsIVOsN5LOQinEXbBM/xHBurglkXkpM8SZJT0g58tg/Bz8mvIv3i83jDjZuXjwnEu2sdsAWN+qXt3PldLuO26RXUqGhOfOf3mAJouA+skYU4PZ+ghKh8+WDO/UIxH+0pQ9vP4kb7vl3rctqQ3RfUdH9AbD8E9/3jqvy6E1vW/M1/HaqE6jL7nPnflS0E/UbirMDKvSiKW4i9Gs6Mclt4KBzVbbZAYEFcMNReO3S7bezUU9/tRzBC3PCogcosOu9ggCxzqloKgKqrhhJgXQcgfMUTsJhTTTMyWTcGSI8CysDxPocnABBeRRsNqo0ghNRWkTYlTg18iPPtiBlcyALIbzpPsf2lCDPZdoPTQSaAxKTM6zbZJsvIzxMjQdhzBBegysXo60EFnPyEsJkXdv5HezrXy+QFFYJC3r1CO1nQPLBnCq/FHf+X1+SIhuwefXOzTeM4LWrU2UvJ5obAkIqXTz2MPZozj9QWOhe4Ll+D+3w6Uo3OTfcwPC3MnwluDu/LLmxuSLnCYd68+J4uj9dzSXFHgb3d3mLbeT3rW8oZAzQC26Lb76cjD4F7/EaUq6ueEIwCcmS6N3kVbutwiEKgRqtKEWGCGV+IZBC+vHhGbk12xxiV7YD5U1VlHcS/J+q6zSEsGtnjwxHbtEkWqP3NWH7H4yQY99B0lTZN3zaKtunQRKvbHk3AaWp6+qrKSc4QgBgLZerI+t46a0EbUBdNb+LaHf2yL9YRnXcZ5So9xD6lZjuuw/pAyisPzLXajqjhiVDxO3rIEKiTQyIsOsg13byQRYr/DW4rZIRYT4xAPx+XE6+/7nsE90fach2pRk+x6ca8/JOu+7nUvc7baRd2avOE5ob+dwy77Tng6Wxb3RX2ugXZ6yVuupfvOvCvU1eQsj9ECiQEven+zaZYNTWFqhnDcpDIxIdc1AdZgSoFEZWqod8m+u1yDyymW9XaEB3E6Rqtp1xPKQQLg64MEf3YGEOyDEM6Z8iRT4teYblkvkMQ3AsQvqaVxBtFwsd3aXoEWTzGmvjhVY9JmkpGwKHzQxREjB1Fv6EZZQUTMXwzApDTq1JrLOSEljrRmKphJkgTcjwDwJ1GkWJPLjt0I7shxt5wMxCEzjp9+/XBrbLTMuN78TSATI7681LR2EC+CPWhg4DciN8VM03LKXefZopumqgNH9e4/ThwcH/ov565LRTmdOJN9z5PjO9J77t2YLR2ybgc55L8FtuvfVWw1qIbNqkZZ1bnispRlQ/9YGQTB7ox8VDSGmzsqb+ukDW1zEtKLNtSZg0+0xjSKKQNFHLrvlRuNvQNluLYIUcOfQakGXa5U9MALq+jab8fu4jLPY/6RiI/BF8eB+N4icpUBO1WoCWgYuOU0GzbEJpMh3VNa24cTfhn2CqUGX13SFU2dlOO1lv3XbfPVTTVU+lmhxHtflCMzQDWaTHRdhsf2B61qse2N69g1auc3XLO+TwJrCFYvJym7+jW3yXTco9x+REt95GmaAjuu/7jOi/HRM3CWNonI7X7++fD+zJQu5+3mREr8p4G5u6LwjiBdTATEZC5BHS/5e03cQltnQEYPyquntaX8TPPj0LyrQ49KUP+GE2NHvncKsacUlvmamFtcwEmpwWTId/NIFR2Ix4SYo2KYsXJKLRgVHwxi3hxXxQ3RsF/6ndTrbpcoX4AOC6a4OQJ9okRx24czzGc8ghAiq9S1/EsUHqYUiJq05r284cKnE30HhqEzuRoaMxeYqM/bDVmiNlkxkzlR6fsQxciqN7fv5R1+/O9dpXNkayN0J9P5tv7ehxxe6Rb1OT478Co8o/93QcLOD0BV24xasPTrvvLwW3L89OxzqKQF4T06/W8F6Qu7MgPNURcVNtbbL+5+nxdpK4BrXgOS/HrM1qNRsuavAbsBPlBg4TyrnSYuyn9y+RFMs9frYMwZS1wCQUTsn6QXiEnl5ZWiRcBilKaE/BZc7RHY41eQLoRvMDCtoNc+WETxSUMf5QPCQgq1iuFof2hL0PDCm1ExIAeI1Rhprap5zLdMzAtJweivCQliWFLONKD6cZdO+2dVzDHDYdlfiShgq6/XuZvh37+l4UmrHsB+CPztFBwfyzsRA1vukzUGGD+teC+wNwWmqjlEdE+v4pfYdEY2jqkZcWstFtsO2+FA8LCPcGKJ1WS0GoemQO5650uKJuFNuBdpOfAcj98njq59h3I4fAQwqg0UAEfFDgG3AAw0HA9JyyYxA6wAmJPs392YFVJn2oKfTqjUbAHEHIArVE7TQkldIVZXKhEk2tSfJFQFaOanOqGMUdODzHzh22QhC8gygg1RD7a9DmL01hnDSmKmgLTgjYHrgYNfA5VCX1wO6AtzWtY/gnZn2bNSznXYYgMwKZH4307j4xKrfIeOzD673Qa0HSfka0/MP70xDX6X3ai9kUUy+N5+VqVn5ZTl8eG7gLvxegGzsae/Rn8W7a3mvytXcEKwrICDFyA0T4X6p+h3fBKawwiBCPM6Q9Hu7CjZ6tF6jyMXsKrxZAV3xYrZkSxPZi8VHOMH6NkHqqXbMjCugoh6YL6ORxYlzyHpEuYH7fmAPhzPRK+PZljk+16jd4c0k3JZIYtPoyG+VNl0iHsKz8eomxgWz3C6YCKDd2VfDL91uRHtxhl2G5fIW8DCnhCXcKyzDg6iQ87n+79b47t9+o9nkLx1wRQ24lG5efhI/CnF4za+Z5escH9SeZ+PnWvLTe/tN/GmueRgRe8hCOnGwYYJcT13S1vv6V+m2tp35I0kXwRq1L6/BvlAY93LdI9yxCRFleOz/M5nBGf1CVKPt1VwItzRxeaF56EF6OXShYa9dN6XxiiRO+aMgELmSb12zj4ys3vx11HviC7YV/RaRP4+X6egGB1pnk8dDHBYc00HkZM7kwXJsNh2DhmaPsMs249dP2QKdP3QNslLQWQzvFlKkzR9hBLc1Js1uAuVHdDq8Rr4CQ3YFc+Wr8TkqX55k9+L9+/l1BUepd1BCln8gh46PjnYwseGCPUkLoHi1F7IbhPn1K7qTqfqsTYstx7uZ0L0GojtKtbv/22em1xYVRxa22zquQYDmxvjPB112kXwTo9Zee5FNsisHMx4MEu1C5ux1HvXi3rcW5oLMfxheqpQCRpb6rzvO2RiIFSNaBSCvUCAEvRUjnh+oCgprzVJaS7IITaxT8wFL4FfxOdNKAH6PmJhauNsaGKwcXazRAlY7Uzo4eLip0qEsqZ5EcirNvZ3z7MBFylpGkB79dldoQmg/7WxwERcu89LAbUu7hFDC80J1+mYcWotWtdTuPyv55puh+D1FbC6ENoE0purrNYfV2iSiZlXW5t1r7F9lsao/lMmQw4NxOIGL8sn6laF1KGJVoIKw9O9bsv8bcgIJK8gMdcW3/TaMxkSVG7Cf3KfTct0cXCLhefnqM9DvVoogOWTeqot3irnwD5khRJ+BKafL3veUDnMis8EEzJ8tXjYRwrELnWP0Tw/xgGqkO0IlTXEkQ4FxI0b6ttd2EHAqHz9+vCYMEOEZWlSbjFDuMKre7w7UrJiO337z0F0853eoey3IbpPHG2Xsfl99x036V/fR7bnyNQ13b7svA+1ZiocTX2hes/dKai1UbOvrvU5DfsivOHUkfTqe7Qys4auPJwN9wBQFbWhP4YMwq8MMhGVHnFAHgL3rgZUBtvx/q3PR5M3bxHZQFVEwFKDoz6fBtadIi5rB7KXFJJswWP+hMA1h2uAX5nNqeaYuS59IBF/Ey4sCn5jm94tf1R7/zNcZnPlioyzFyKW4waB/plovYEXv7xWXj5k+q8zWJaOQTk+fvu84OXGrC/YOx4x5dN3LfY/kMvg9bYnOFIAHBI65RKbUbdbOgdJ2j7U4zXc12340aB3B2ottB3AMNsf9+cMHCewMBZw4EYYIGzyqXTKt/jMYLkJX8gLpjOYCV/hr9zxgZyePNY/oRggt4P6beEWb9c4pSqcUvp/viRi3UOboaXf3yMYpnvvxjca3E+bmOGlz8yB3VW8D0/TaZAxq7vHoK7uMX2n3lJcxShGdQWY6uuAN1z31fBIfZVGM4swBIDmFpsshhYc0JNA2Oi2uNGO79b3PSRJhEX+Oi/qVOUxiijIxXg75U7Iq2JIG0NlFWR8PXvlUw35XCJ7dlKqaof0FTEf2m3MDTtfL9KsHxs7TKMKd2tDe7+GxP3ZaQ2Vhk1DO/efXKUMJJBxEWNwK5ueftfcGGMJgD9rgkOFu1apcYCOmOE6D6AbiXqnbYETwV+t/KSk9YZyvj8NxLVnzgMepbUpXfjRDqnwLYcDtNhMHfHcTpkXGYWGc0G0cfHOVsFCmDXf1sf7oWM6zQQUq2bCkw3Yo27P6SXiiMrMB/QdCOkbeYmSne/EsModoc7uwzrP35bVX5e1olaaj6lrgc2vP307kN1V1/S9pPgvsXCn5a3w/ssPlYgnaT1pLsq2iwGDXaA1FceclMfonhmmCsMeHZRciid5JDo/W+ryYXvPV0WS+tnPykFXRhgX7SzL2Uo20p5+SRC8h+FuAzhWEFKBdIdIig6653fCh9i2IBvF5JaPazDvvcME+47VSO4bbh+HBDR81VqiTL38IEnak+D+xMV1E9im5L3fZMRpdt95DjKjsjwSq3ruqqsOPqn0X0Lhj/sclXW1piNJ31dVMLAjaACy9piWfMeQBKCeVsr3RjEElTkUHboyt+5B3Ddp5hWGu+Trx/tzAkZByZroOaEMDFk+Dsc75wUnYQqxiGKun2fUBHy27ptscaJu07NCaX3A8aiHHZQln4nCk7alLqp1b403TYnHyFv/FfxWV3+5eherKHRPfzf1NMTh6sNhPaO3A7udg/BfY3uWzD8aRdAqfphSiWdVZsQUyqSV6TW1fN5UU0rK3NpLH8nAcv1HumH+JYZg4dZALFCjwO+A54THZuqHYl6Ku7aKDvEps8j4MXAZy9H1WS/b1KOxkTQYN6XYYgJn8+jPfUjNbnHMlPiXTbfDxzep4+9LcbblfV5IgXU54L7eRjL48a7g9SSvA7l7W8svmvgY4Lw3j1J3Re3k1ssOH+a3yeBUe22WHEeclVgFUzsm2wKtXySwEbe72RfiXVS/vD4rEQvyK0xoXXAOj3g0WQzUFUsB+M3W2zrHL+skx775qysu2COfuNRmB7HwzThP7oOgNpNx/JHPBFhxeu57OwUdcvH+SM33IOdqPV37WUXdt9vUtY3Hr4BXb4CzE+so5aa4P1/H+HYU4rrD8jbtir/tCy/xfYreroDaSpWvTC5+ltYtbDAt6+4K0XEJ9+AVX7EShkT0UNYPijJCDIkxFuN7i2chAXMJPtIvwmDv4efW1Bm1G1HTiJYuKuKgKigppNCHNTCHeRs4GncutrWbjbt0nGHUZr7+87C/LFGuLULqeXP9CDinanOF3k0Dm5Ed3GhdFOg00SNjEg+foPW0nLpu8H6NOr9f5G7/0v/6azu6rqpH/L20+i+u7sF2avd5IoZPhdomdUPtbW0cKwwOQE5WJ+MjQpID59Bpw6/JIK1beYxkKIdsrLC2Ypf4FWOtk4ZgaPfyo8tuGQwbW0Jpp5y+1wqD9IuKurvFBkNSzXGAcBzba4AWo+mJG/Ub9SS3pyeqAifluOh/Ymz4r0TvHsXb8+PYpaytSWGcdtN4/LUTtSGT7hhH5/J3JfF++m+y7RGXCsBDDt08OqqaWsb24+D20Z4Vd767dcrnpWFYmYZYbCoFY42eUJvyGNyFiE0eZZkSUqefm4cIZx1RhMbnUU+h63Chthl9jY+XVnwJhNFV1S6EAnhQyEJLN6SVjUdXyniZy4ZmWrmBD3DfOgnQN2R0s0MHN1QQUgO2iz5uIPqa1P8PrMjj6xYcjY7zfOiquflDFnJHz8Lfec9wttRBaryh+C+wljuVyFz5o58CkD9Iqn7wg8bChNS0w0FjrLpm7rhtP0kuC+L7uKWt1+1NiUtonnX9OQrAvGhsYXukMrmvhv6WLG4fdNhtI1Epw/gSwb5UhN4eC7lijO3ixCfvxQhzsDuVkHIUzKuB2gSzXV/qJy34zTMImVk4sE9hhtRFZLE8KG2MO4kDlSUG0ifZHAbQapy4vD3tRXisQ4rtu9mB26l/vHR4jti34M+AgW5++FJ5r7/cDfYlwjSUjCM5WnX/SXOp8XLnUFiGTaJ+q9+/x7WaU3dtmtof5a6ySy4bW5B9nq1Kd3jdam13QVVHUhU8cGQuoHXM74736MjjRYk8WyPD/Kz4177QQWpPnh+ST8yJM0C4UFkO22oyEfWQ6YGQYSwm9Ag3OMrI3d7wRtTb5aW9UYgU1dcWCNUi4TUg9u5grdKGGPo4MrfeDQJpskKuuzTBKOv+seHizBJQjf83/+C9tres4wSR+9CeBYYTFxl1BDcxYdnJFC/GOmW9TmXf5n3Eq02Arv5UH9oPg1uNgKv2uE4z7cgc17LlpMI227KLrUhGYNlVHdGGuGNSdMWHrxe3uP2hoKRlENedgBsDTCkFh28RxAAfdOjbnW6cd9AwWxskbLjvpumVGaHBoNmg1//faIgPNxr502N0xBFMvR4NMijgeDBVBBTBdqLYXdnqOXQD+OI37lZkFcJE4l1WApvEf3Dwf1OCI7t9++E/nDfDz1dKL6J9HlPdoAXvPnw4Y4ganytE7AVK8ovs34iPnXE9dG6gHIaP9aR/gsmgk1LafvDh/pR6qbY3iFnt/10nA632H5Fbqe9vdFcklefPstAJ2msklPXHwZe+uSnuu+HCjf6COnx2CnqovEz7DShV+QcamyGdY2xT1PmUD1BGCTnFJLC4THxoJFSt2hdMziOqG4bCOft6LKzWRKla0m0EEnrANheu3avY4Vh3IvAn+Ju4ocWzt/RJWBaIdWFHyIR2/NPxPa7d95/6SIu+x1xuOFGwIYEbAd4ZzfdwKTcjwOjW77hosie59n+c99tsqpru+YD1+SPopuDG/uwdsKHHo/jLcheL7gDJjRWMANCfoqnGOl6OG3TCQO0HsLAUuRTvplrIKd2c1Hel9AWj3vZpPAHRLYfIWLWZ+3QNGOTDoKGcfEUqKxLB9ylUwKHAr1P6qmu+1G+KTNm2AzYbM2K48TxCjyr82p3eGxDjOh3vUciy78za1srIlgbwHUH+3UAuH+8WhBouDm2/wvBBvUXwcntNbBeOUQSV8ewZR77D3cXFbX7r11sGApYC/pusD6LntJ280zmvqv7+X4+zPNQ32Ls1WZpVteg7mJWV5FTQbd3U8YzNtXmqJBrSe0/nmFQfcBpXE9e0eouGxQQmMpXkC93xrSr4zSLkz2LIkQH9ORdtkfADPEBhpT7pGmSNIts2nPposXb58gM+5ZVY+3TmR/NtUsk3KzvsiCIG7QCROCoO2Q3H85EpraMzGzLQUqHliA1mUAlIqkduw/g/lnYQT5iySOzKxOxagw5dq/aQDxec4VabX5llbJpoBWT+k3leWhFMLy13ZbltGx/bmX4ni58Qeg1xB+vdfcH1lG7vyv6h6b77i/mfH58ND37nDDyIJC4glCHDVDpHZUENTXdl6tiAOpwfzxQjm9vc3Ln1TQU+G/4ZNMNjWa5ABcrTI5FPEUK6ZamScUe1Wk5mxgiooEzZ/DwK0+wCOETea5UOpiql7LOUjLv9iQEC8HZNiTof4jKNozO6RbjuBJqab7Lwmyfxy7sKl07If4CPkR6QZAdoTocj1l6gG7pJh5TCtH9CaYJ4bjoZOBAVHcFwWSQk609LObb0H2YrAQTZWry/AsQxphCU4rWWF1TMezZLT3v6DFksDHMK3nlAO8uQz8kajd9uvj1tbniPzT8cJ3VuERl5ue/T2CVE7Tp0Viv4Y26HBO1D5v26kyA4L5j4shVVWk5f/GyMBY4hi7QUfsL4zSU5BzbnLvpf4T2OCFpo3bv6hsuzXnFbVBI7lPDPOdEs4cTxzwdChEd56lv2FQiq2jJ1d4hUSPy6iqrdTQnospDhMSwb8HeCutx6EzaMK4thjfJZucU+25IodHQtKjz265HZbDOqzxxCWD3IbZ9K2xPj+GZgTplsAzdnRPCX9Bvygx8jrIhgnU/NJjS70eT9UWTe1K3CnbiJbvzBdDvkqaZs7TP2xxMzm29wdfJWrgG1rVWOm1K49+dLImlrAFRgdsNyoMaXoFpAwcUp9yVkduBCIHvlVX1FivBbal/Q/1k0ULJhrbFRaoYiWucX7Bbo07C/V/zAambRuIfWLMcZXlf8KYbsQ2xlw9FQbJqD5n7s7321W7kkX75oU6yXde0fUPBfQ3wXd1xAT8P7e62335dXBqm4MJwRqKsYQx2uZLM9bSxlK6I10WhgOw4LbWUIVMRazCvBugHk3UIWYhwnkHKjNnnAp9PVbgbcwtrYB0v1XWa5tPkynncwLreVd7efUa7VwcyknkfwE4MVkbttiHoGBXqfTkYvyqPOl6qDJLFcaO6Nh229JChcYr9anVIsqXMp1L3dda0cj/lObrFpgVhPNuOSXEsyOm3a/K+ipc2T6cym9L0mOAr1w0OAdHN+faok0OejWCuNqUWv2EZ6YUyORzXEDpWTJUOnV+QtzGeo777jhVX+PrA0LSLjhqFMd5H+NPh4XoyQqMZ2vES96yQuMLL4ep8Ry335bJleTtSPT51pNZQ3WLstUJ79aT0rMGlNQLRtkDkGjFgPTHFiyKzyqHSqAnjN+oQ5RSvCVhb6OmKPbOtLfMzGFruX4kgSNq41vd5z/QIbHX9nN0UKYrDAy/3VFWXMBpDC4Cl+Zi3meqSETV5SLU3SIVNnWgcJV4yxVF8H2e9nw0GDM1kjCOYDNQ7mJDGTt7poYrMfht19ODhMezolKTLGwwSsiGbMvDBKkihw1lo4zv7TMcyGioz/RbGCAbx5pGm0pncwfSv4bZ6ZCIRQt8YpXeapn+lcfrhIy26h7s7K5KIMvwjwVfWmMa6Cy+MD8M1Jpc8ZXTTfwxchdFYS6uwx7HdDG3btbXdc9+C7NWwK5gQSW3BlIoC1vZ+DKYQlF49MuiGVD+JjQUAqGi5ws59thKIsIt1LSHRt1tiS5OGhKlkt+oVnI63aa4RaHrFX8zzPtt3s+EUz7+cZ6ryQGeIwraQqMZLuAalA1UPXZY1SSOOJmuxix4xwHfibiAgjoqWrms6nXZeOjiyaLZz38BiFDrlkGgM4sFMWOIgT8MvyIf+C1XGGTr6rgg88ELycW5DUe/nyunQ2delqbHMb+Bo+vPp9Lm5h4HN7v0y73uAADGGXuaNJdL9vN7MOjIX6QAEKoXsYHndZAdoN90n2nQjusdPESvz4+vJxJyxrDgC2iLdtHxRbFNJ3qAoX+FpFN63IHu1FZi7jtO0Jf8SKNwyNC1vhObNjNgSF5tN6+XFcUl29qG7ros88v1j1W9xCVqMwrmY57GzPRO4SORTwL3aj7FQAn8v33JXnsFtU40PVQffKVtfNTkGZ2FV00a4y8KphW8QBgXoiEfdoVPWzga4j0CfkA2zKOtl2ns4ENIDDqHcQVeuYSma7hWhbjKdEjbHSUftJCUN5Lqd49+1SexEY5Zh7n6ACVHoHLJqj+Rfm0n9FklEUx+Xc5ewvV8YFfe03v4VWB9+KiFc/g5jf91DBJ2lT2f+jzyFrGADnEhI+PTxssv+cw/fX/BDnlwc/UPLg7m/7oaCjMaumfsDxTZdPFS7xfbrDsr9AAgty+5ULO0tOKlK6+jHlTmDOhgiTgl7Ld0R8x7vlNzQVtxqVe3nZA9wdplZ5+vMpdmyq+/qrSHqCdQ4kP3pW+iHkpS+g+urKF4dAD/tG4EtCYoOTT2W7JOWQ51jto+HiHF8P2voj8fnGnV0VgvVNnndYlynavTbo5PO6JMR250/1nnXoqoPQsiVg+mVHTYl6vb7gvZiXZ3vS5J5i2Y051l2KPIprvZ5NejukNfQdZzS8tiaSf8O/fLQgAeWM5+dK5sIWbz6NWcIgOWIbEHR/W4Hm24K1bMNbWTu1Q4QwTwPX6Zvn+8/D+/BBvdf7Yc0xiDNBnd7RaDuKiy6d//G2FarqzH96ylOaJz1fKGuOKWAkmhghYg8TrABZa/Q6gERc8HW0N6bwoRc0kU+lnNG6p2HO9TTrgdySdVMRJtE2UZtuhB5Zf1KUGlH1gqURmX+c7HD2O+YyGpxWeGTTblLiKiisDaPMxnkMHTPaqzdEpLT3ZUBEVZUXsEXSBd5BMWUOPXCstp6PsRVQ0zGde45AODAtKjIibKq8zr3DQk1RmjNlZ/uqlTKvC4AwM12Jfb/RZXHGVhw+jfEtirB1yY/h4CNH2DYABljuxX8JTD8dxTeuO4+LlYDFaoNXFbbsvxsN92fIVjOl/8eUvmj1M3BXSBrp3GFnrujRXfzaNfNELV/YS2Mm6sxiO4igXo33yz+in/CvRPSmJqGRxGvXIuIOJUAdKui2SC3YheDGjVqmtgRW8PaB2/tCqMpFhGWm6o75fTjxTPiy++2Kp+Ab+nyAFP1DlusBMFpkCGFTOCRQ8Xy809Y+DBSY3NAKow1r4KlsKM89qy6zPXY60jwbsmzEwQ6ObjZsMBSZqRrMixdWSOW9mn55nTAkl849SrkOmLPTsmehPr3zD2G86Kdi4woUnfYAU9+8XNSP992u+/eoT7TIoV4mpUvp64bV39311qOGAX3w4Tc9tdn25k/6bTnj/PjwrzYfGj/ivOWKWGUsz88kD7/jbFNe2Oz9Lgx97kptLWxEjagV3ld3GKySzBRFlGDrVS+gHixG9K6ccop2+1ldF/GkP/BPvYNxjZ0yMYKyViqrhzhAoahVM1Ns0Ft7Ih0pPF6cerifKjHUo/3mT5iES7jCT23L54tdELyBMOELuCvL20br61mBEPifUr94XVbjKcuZKCJvoa57fBxi6+mpPyrII0S4QfBxQxYPize/QtcLkB8+TbySUgm+PUog3GZ7NkUMAbWkS08erFTCL7B+/rrof0///M/Pn7EIPi//4kGtgujqLb8EMakrbmZcjG96YFAwvZh7cNLLXNHHuPMoexw/3ETFUjb3dN5OQf3vy9vo/SL5/sNsBeZShWqzTwJN0BGJNk2lDnAC64TF8mUMdYb+1fgczMZzZTZEgCynD4pW8fLW6H76C3+gBjbpBuQHeo8HkkJWBzyQG9QHXsdNMHOOTNCR2WOWqKDbTdYP0kA0zEJF/4zIyR7fKmLJ7ANYcFTLWDIrCKE662ehILrIgvP1gwjfQQm5eEfiw/SAaHog5Vik7CQlwbsgK2Q53ye8/t0lnjqQUc0cH4HLF46w2lWBIkjRK5Hp1t3PqwPNfB+SWwHIJhRcIf1eeV0t0PffrAuvvMlTvsny+2P4O8xyeRCCBuuc/QLxOWe1I2X412U1ZYW1jwhdFf/SiR3us/mFLbuwaSzY93AQqdr1dg3Sd2VYE5nU9kcM6rPhhi2F6LLHKxufB8+8An60vKudeCpZRy8XTlvL29jxgUxwXJMa87R4ZFki5tT6tzn2qQkKyihMljtJMyyzT7GO+t+iqpSPi92KhQEC7imMRZxg9cR4QDacKyT9bMhT09kYxMGit1HFdXWxmpEeCHFtUvSEVJRd2MVGdZK23sop6xinLPCZ9wLSo6gpqF4IqTwa3u0aoGZ0qr+QJNIrMT6kIea1rLsp9ttHBn//a//XxweKmeZ0xXIUjCW5dpEW6GWa1/dFwC1rEm8tfl6vs7ZsBfnRTdWduf7D0lS2az9iDvyb4xttoOdkY3ReapZp0e4v5ciHsMp1/EEH9kpIkOtGcMjLxqpPheYMomhNuWSodjdHMoIGv49FjK7Soi39wOGI0YFQ4wWbA/VIgTiVJAQ0xxFowt/75nURYsm3EF/IBmjyWDfhIiHWLjiQH3uLKxHMqSq0JELNRdUuqbdOPQpJ3BVwXmbwKDFfhprimAInjtk8q0ENTgSrQECGjA0PQ7DBFHiBBh3Svg0RwOER9ooti6kiCdkb2+VYAUva93KwS/Qk85vmaVF9wsx3CFKzrWEbpZzdl30e78gttnFi0l/bvgXgUyLvy4BXtyx4NI6EL8W6BzcbcHegOuUbbUfuTgJWewp/YPs3aeoJdei/MNDcP8b9UWlvg/hpNNnUW9SWqtmbjo6Q+KQ/wZSXp9gL5Mi5SQjt4oARmGePG27RDd92W1lBrF+jFKr1nt7/XYAcJisW40WGN72tCjDfiqKu97P5yRKup7GQ30pi1HjjAKrLJ2MGXtY98pnmVZ0eo2Aajl6PMeOzIcjXoyPudElFAtxlOwmHUZDIyAuIWMsuhCx+lDoGO5j9uu10ImhJjZxjigc7sYom9b63VmpV8G10bZ0NMX7fX91GBLK2suL3+Pg66piWZpozdA+jnDInIrQt9/3Z78jyzS4FN4CyuVKvUv6jx+etNSP91+XvI1tGZO9H1t2P9VgWVag+f2JUGpDHpX1Nbj/tbFNlSFki1yo8WUaNTlwU4gBRDGWQ9mAkdEcDanrkAqKa2ZBsJA+C5wU6K7JoCQPhsQgMW5a4e3qVdj/bQW3rntabIGIHNsJdzH2+51ROcEZq5Cqz3yM/aqHtqieKg+gr6KK2i/bX4ddC8+eZE95e8ha2AvVHZMhYbbjo2+nSTnEIaAP48Rsb+uaJR1zj/eGoKl1PZDxPdbZE+p4Z07SIQjXavsK4GKBN6KZSG8VMKfhllxZp25gvbvlr/dIQKOftKflsMviKMLK7QCMCaQR8YcGMc+Djr7jD8f2e45tTuDSj4FZoUa6ZdGGnokin2kxYCL+kZ0/bUX+nAYqVeWERmWV1rGM8npFoF4WYbs/izPpW7IgYTb5Nn0YxfBQ1oohoOub8UurljxEbI+KFAPTCV6X4FZVcT1CDD8uFuq3NS2DlUAMeABXQEK7akFjAAAaaElsc9vNTzSAHgOOfY/1uq0jveYOlFFntG+/yJUqqyYWrAqmgfWot3+xiRWyG+l8r071GEKtjayUq9hBqOVPLRb6Yh8BFT5GPrDfWReIfR5YJiYS+ciPdixh/dveIdUF5JQH1Ub6R2A0FTQVmvqqRE1+yFRUHHU6Sfl2bhx/sxxtDjwe2Z/nAitfMD93xefDse/6Q9f7a2mO4hzi5R8+0SX/SHO1y0QcrTUNxGkqjpS+BveT1H2Bla987pUjViUpgrtrmPdpg/tPaqRJaJ8Jhv4axvKxYwbNYNdXDW2votKEpR9hblyAilA4FSGLa2gTgu3UEH4Ld29D9pZhYZQO610JyQPA+ojYAJISiMiD+QkQpGt3nyyex+NsljAg4wHLGZEc7BSUbHDLJWywArMoghhic+GV0EHgrhWusn8FzlUMVf2k4pDqsqYw+3Ay4m4fFMeEx3V4rJToSdMN1Q5oHmBo9ucNF/Y6PzcQNpR8GjXldud0yRDrYZyGnsjlb2h3iJ7lvDx3IS9O6vPHSYPvn7jevQvfvbubGZn28dMYf+Zq2ffzw/Dxk+BeLu7cFwLoqUZwY9HNgd38YbHtUUwHlAQDfwVghk/zDy9qBLYvWZZmaYK/8iTLsiSn17PY1mF4NY3xVryUpjuQEukj8OFpnmb8Ij6L/kuzGpnop7ANXIyG6+52zcr2BY/pv5waUZZKyxQza2dqN038Iwa8Z0asC9udEvVihYcwEv3ycfLHSRaEBxgSqLnUEgP3udt3U+22FXZSXq6xzsoO9ICCQxZTd19gfYBfhDllU0GPyODIaUszpZ0Dt9ApN9A2NUkv3tB+wc/GaRqmaaR/cPpMpD44DjMWho1+FovyU5fzH/nu3ebj+eP9Jb7XIH68uX6kbMzqDZ803Y+kjR/5dO+zqOweNMv/oNhejXME71Co3kU3Fyg/eNCW5Z6Oram0MBpcadya8HOPkJVxRaGmQanWsa8x11UmpA+BBxM2OwbTIv5gepPB7kjhFVMl0U+lHyuJcPH/4JSMRCy89TX2CloDnnKvPQQkA7eQ530eINO23rcNB5nakocBl+IO1eV4JnyJ086V+ufqIdTS/T4BFDwjIaf8CB0W/JseCa4q+gpdQjn5kF8ENOaI4HXNoQjye6NUSE8/TEK7IYfKkzrwzhumwI56M8EtpKddNllSqINCEN0l3QeKnmnl/PrYfg/vAPmfpD9/fDpDIy3Uq0032xSs7+dd2KdN9zW4rxrmaCbGPM6b9gF6+mdpHUhhO1HmUbC8dfjJ3EQzZ8pZKdNWUdNhh2i25qCzAKUtwBOS8ZDaRkUoLWMKdS8HCqpO14nWSPup2Mb33xGAq9plvlUF23Z9BQkCcHPrOypCAh99VF0gcCodXGEkmh6f65LykJCrjaTz8KOF14ogj4X+uc2wctpc1AejhxhhiqUXeutqqttDRaUQSJnjrqPNWju1pKqMQxQLRhd/gTWGJ0ijzSmxVZ/S8Bizm1k2qzdHpr9uvFa38IB+w44f/PLYlv/9bwhjEIiXny0l7LrPBpIFkU3hSh4kw2rry+Pyz4L7wZXg4aXjcl+YnKFpf1hNLthCDhUsN6UyoHvfk58qgl9kdIQXWLo0pm0+8yH1KisU2sadYJRrc2v/Dm1Vzxq713T6M1NyNkr34Pk4A6HZV8U+5QQ+DHnajDoc66JkZfFAH6q86gbfrVAyEBuby3Lrz2GN4FmmBe/gtZLFl9Jj9Ik8RuPSIPxxrCYtlWPjRdh/Qfmcvh+9bOIyj+w7wewsSn66kiIzFBGGP0xnakNHAT4bL6MbD2RCz6L0ZeTLtxPdIqTnjSh4Qrm2wgusaCTTZn9xbL9/ryVTumXNOfoRNftj27Kl0MkGd38VVcNErXjkQfJooLZcx2kLA1mOVUyb7j+tJvdIuwPJTaBzJita6VGnnD7cQ4wxwh2acfQKtYrOW89YBd4UGLwR36+Kp1kAVJIvVJQmKTlxpbgv6Z4lcCpmRfQ5ufoZXJpHsS0U9AB8nUK5BBs11AvVQO0EaFVsCQJgDfII2c5rSNLCRyQpcsC94qLgHwISpzl2WhFGAxBXS3MiacZRmVG63uQAc+M9+BXD8Cr5Sf8TCxez7UFocWWaWwmaA7KiOK+uoLki7GaLojhME95q8eSPfQotsU658k2NYOk02mSxsu4DNlGwhoX69Rv194p8OCUK8/+CKY40fTpfCdsD9mGryMoluEljhXZhBQuurcE9PwgnPlTmVJSfllOTwNR4nab9OTV5CGm4MfKqvhkr+pUk567rpuqJAZdfG4mtL29vhMcLSIc0qbHWigJAyOfEqucqXkSVs5ZQ+OxqpfGlIPJ1wv5b6qUDHQztfTSHPxPbdPcgUGKSHCg6EignuPSUrdypfZUkdc0c1CNx0opBjDEmVE3vpIeqGagD74Z6NxCjupzSaNzDKi8U81hOtb/Fe/ZKT3W5FKqvyTnvJ5aLYcBcLnVBl/skGuFRJWunBGzvY8sf5pDQiI+YJ5YAdtH3J3cTn9VErZrxm+EO6eKAsJhLQ/OOuoit4LOnHPEb/Fiswe57Gbx/n42I7NPputMCjxvCmEcryACmFyJ5mjiSgVG7e2Qw9Glwr1pqJKO29Jkp1sz958S2waK1rsxsAmAk0BiToK9M8arEzAs3WRy7UPRJQ14sQUPQ80NYZUU2o8VAVfaZIC5ISo6ZlJ/j+aBESTRksek80eXROBNq5dg5JbAcCEa4cOHCBMv/8fPdjcDoqBrk2BEqCZgoO7qsm8LpD+P+WHEYHKlaB4C9T7Z95GdOvw38nAx12h10iHJsmPV2MHPk4nGoQ4YOOBoT19unMCCBlgmAZyqbJAsP/IBnPNf/1Cf7tothsTWXeh7P6o1bhbeAgOcc6YIBpasUjHrrtw1OnC3tuxAaLcX5EZJK/iOtZN4ket5XR6JPXvcD93N5JXv951JC4v+4uxgDP9Jr++Qi8ZWrRMPpgk9drjuwi3b5xaj7PBUmQ9pu/iTsCrJFTEgraHdNRCiOjniSo3uIeLf70sfwZ251udRmiIpKhnUZQfx3qNuhAmvbRw4WCCvsaSDkNXF7CvvnTnldCx9jDw5coq6iqS2cAOUBRHdjo9NZJ13XE/j4J25hnEQ6BAkL2E/iS8wQHMzKvgkHiHbFA9BxoTlEwIOUHfJ21Exj5s2a2wYfTDYgQ8ry2OyhYzyxEJCGm1g6mgPiqtsCXCPviu2xH7r9qp3k/ZCCtw1SoS/b9asalL6MolaAXrAKwGDejFGf/wZhe59fyUweevjrhOc+ooDJHfFUGenSZ3ufX1cFuif12KUvtx9Dsb322ys87Z3/zvk/8S5u1uh90E46Xa8nrz/2IMDb7o+nIy76qNPpaD/oeOQT6n4qIwruPyi2QfRNehL7geNGTVvi9FAADNWE/dbTc1xhLIW+FdCqE7T5gJrMk5NxxkbkIynE6ymSSNpTnByMgDwIvky1MwdseOpy6GQHlf2iBxh1lKZDAV2d9kM/zpQ7obaNe//HY1tEg5QkCkgywegDOuifwdOTZFDgJ5LTBmtC2wr6mTNF2MZl9wkNozfk/9UR/LOoUIsbADpDusNwrqmoi/Gz6T6v7qTTbnMUGVEigh+LbZ/mZX5Yg+uV1btYhklVQ/XQiyp4Dhq4ivZd0+eqDCG3QiMyQYn7EuhvP20TcQYAtG2UwSoIPshhiQg5modEi82YH3ybBsOanv/j/Mf6PDwVgncec0cQ24xCNfTtEN3L49g9P47nT8P79FDEr2+9vJPqe4KXg/UJsfXdH1STU6Y1hHOO+h2Pw8wZZ1ch9QkY2yGHfD/SnAvS/aipAm6reK+wpIHwENWT0UGFY+YfUqcd2pynvEMYYbMTCVrvUj1QNPFBjabagOUEDGaUMOWh7mOrOvDjaYMkfPdl3uU00NYHWLlBNMGFjOUW6BhqYDEnL4eRzqZyICngbZ/k0PMNRD1k+ZEhsF0djYbGVoDDy2Q0TZuhiE8gKXgqzLFImi7wXedHxAYEzymrBWj7GeU/ZIXxwOCFAhOypDkaenBZEUdH46yOP4LG9CYg8xD1j7hzOvC+XOLPnUBnwRilOy95+CRv08j1GrqfXv/5D9Xg//lENvY/zwkjXmNb2P+hk+gX3YnD9FO/7ZcuxpBfPvR0stttezDgfUeyK6Ed9x8T236E2hilNeZHriI9T8ymaPhjpjyBUztYMfDSEshqE1D1rmafHQWBoXTw0UkSuxO+tlMqTFKNOVbG9bEblyZGS+4ckaqAHodAtlfBUmPbKuZKxFRMkxKRWPEiP9Zva+JHwjij9O1dVMILBj/KFv9Uduy3a6EWCFEisKjwTsC/iq4hNUJI/TetCcOkbktIh9N+KXDKUJo7B+dXi0Mng3MMCKvAJpM30HNp5Nt8y/IOEoZdQQMNBx0BlgxYYWPrVSfqRDRtJ9rjYZQVRhUZCzGaMs98arn/AeE9nWaWfN+dlpwAAvEJ01L1eANjTBTTFX3psu/ij0nTJDKfXY8/lj4OGKgkieIkjkx2V5WkJ05XWa4+vVtcV8Pe8sm13ULREh/x/+GD4LRC/5f47267vqvaFs2AYqr6gzyD4mMcliNssshBDs13dvDY+7YrtRl0BWk08LkwS5tMPorotCWnKuTKaIQEnmMAqzggtuGgqQUQlXDAQeoetZqzMB9M2utoTM0sY+CkKwgbNDg30kllc+ZCt0j54U/5UeHR0op6FSiiI8mlAZaGfDFKctYqJtWy0LKa2feHQ65feca81zfWc0Ba1eJHhw11xa74CbEHz7QxZB4GGjp0yQzQqfBxELL2KtSIcTP7aAXiQ1kejDl2xbg1Q1V1mSOcfwLHaDh35MkSJMux5F9ADx/Pa2wDrCaxBs0+vdJPrsvbN1hIJnzF1wuvPP44/A8uIdZuGb+e4gPS5HJ4xJ9czxwkecW+fvjrr9hs6joD2gCDn75O+dgwcd7PiO7W+XOwK8WIKVgyzTAWBxoh0JCqpy1rjM4YQKoSdXjmgcvUYyI+tXUW10phjxz3Bu2k7nEIJNBLEvXYtpo4ApBS67BQHnuKoGrCOC3GCmwo0HbKkkRu9STKYzftWavzJwqOcF2yUvQyg43Bc2p1I1iTLUcrmRHwTlmxkYjTbB2Cpjl6pR6ugFO5moQypeQiavZDSXu9MLafYkgpZvHcRU0WDo1zil1TtVUZzhMEayI9hfsC2/lGI49Hx2jKgpQmb7779u+cHmlakg/EQpNyPODmdEyeoJnX2E6fu5LkEsnJw4ufXsnDhWim2I7wJf/KOKQp7pPoEscvZPz1SoqaVrKI5g+bxJRNm5t4N8+nU5cafDWgpvOaeGTdn8QDC80FeeLT9trqdpEWEAFRfJsUNQn3uYYFQ/hU9l2bK0O7m5VkwuXwx/O+Vmr2BvAUl5423ELLsWSMVciGPuLHhbWCVWOVo9G1dpVM+XQYVWp3SRYih5mOS4hzNqa3oBIarUtG04X0OCywTjrOainNHbBncbg/GNs4HSAmnh8qF3a8TdWQ1UF0kCNkWjJQE9QhoaOIrEIwgcxbsw98PZhimGBXaM1v33pSqE73Ieu6T8vAVB0Mr5V8PHEAceh6XZy9su+6/srXP39l+WazKTZZsSnKTVFs6H982SJnVtLlwy/f4f/FdXnT9b30kfT/ZvPXXxvmN2UlZIzbCl+bX7uDqnH3K2Pb38UkDFz4yoIXSOPSKTOKHcZremsBmm5wP2aQLJJlU0V0P9Qwm6lb2J3o0sifwRdZv9cLVFAFlu/P0SKkjUoLppBX5W0OodUjlia8bILnu/ZQEDZKaGPrqlWrk2mTXmDp4c6bLDvD9ekg3eBQiHX77MhroemysiuLEdKHuFSSEgp31TETj61wIfKVNG21NEgtjttuEnTd2Jbves3zfDmzYglqcvQ3YdnQRg9hHvsRhOf+Cd2276AWzxh/1y4zDkch2/PpEeEdjVC8hQVPWdL/uND/Vnflwx9+25O30J/qk+tuvSr7rrs7CJrd0UvsA1JbR5DdbrX82X3x4s998pXxcHb8yKr1AVY1rJtAZXN+nX7oIUdBCJ1cx/L2+daCCbAFLcJtOWQop4b/i8pOkCwp92nViXxKN6PRVV6M0PdpxI/ji+j3sXIkZGDxE8xvFHYDS22rCC3ZiuDWivMyJ0ESyl4JWfIipaOsMDeh1CU7eiDEpWt/BH4VNBLfe5uUmXSj2S8gJRxZtmFaGB51gsMeLwOoSqhUIezPwgqk17qdLACIHvooxfsB/dYS0mbK+yg55UDHASnUFXk7FHpOSBQFOJ58TqEwqU+7pK/kKU+aSnvy7Uc3fpXjguYLp3W1nKlmC+E9YJ58gE6uKZOGWZheIfF+cuXfeNkPLNfDoqA0zjOzzXp9+vGXtxfr9VlJgIdUcOLPLj3/prSenr+wJMZ4xfeg1AUgs4CfcrHDvQV/uAg/A/rfrNryrmhbehDdGnIZEDBjyFvkASylCBoWw/c1+bmEJXwkXoQ1gUYFK2taizuxAqM5f1ly92q0o9YxN9XqmFZxdlYXmkhwFfEJcRas9BILVQov9Mw3d+lm3yAUi7HZV56GEkfDksBOO9YNTHH1iGbsSMs1mQA6y6hRCYAOhTog8ytnWTycmUR/8+88g/c1uPfTGhka9/4Wc3woTZWE4Xf0Vvl4N1y/5wpOulSH3el/RN5GJoI4Q0WAnOx0yrHOL07nST3dXpHiMv73hEm3KKELBNMFuwIDhiBgh9RvvEKwheGXQl8DkRp7Pn+2uFzBJ5f45JL0IWIlohIpOeF6Hl8qslwhfhfd079OYdsno6gcBTY1Xlmvu6qAFmi7Vfu66GrAobftQHcSwUC0wvINAmVS9AUtnmuMnTGdRgtL7s4/DEwz1BozXhAiBZEJuf3UTILU2HFojBBp4owPIPI2vN0kk6qkq7l/cBKK/UCvw2UZrse2e9nT4neA8gR/sL5FylbeW4xuHUSYC0IGZR+H0QEe98oZDZ1rdYcjC8t0Q5PGsiYuTE7KMWmMp2bCbyUGxwZ4V4aGP0lbbCaID+cBxirrIvnZY43i1QDYviNidB1/lArVWz3+nMeUHdx/kFgpszg9YumZVdgTl09OJe8JS3h9y4XYFZCwuUeGQ0+vy/s/w7HZAyX0aQliMQf8dn+9PiWOXd7+MDOm1x4L7PLpEliOi1T++svzfiUUPph6EMPnFotgDHAT2Ljmk1NvA+xXqyEcUmJg4S4aYvqFt1vhV3NcHqtszPNDQ9ti0snN2x+vyWlOXqHVR5kAGgU2NVxjHga6w/oBkgKQ06hZJbeZ95DYSIn+dcrJtQ5ATU/XU8S/UopmRldSH77SoLACd9nimk4DX42aXpTyDdqB8cOH9nqIpzMmXUeH9OCYDUNWwHFArptmxL48SO6PUTw1feXUpzZq9h2gMh3hLR8pUZFoQWAPweBS/4SrqrB9jUok3z5vJHXTCSOvfqT/hMuLm3FZaVSM/gDKK1bBo8Am0WYfP6bg9i5AcIkfX40AeyGsVrRrUX8/Gm6XvH65BSH+7D0Slf+1e0LU5CH120RV0AA6Kg12Pnj5dd93UBV0ORjkTKc5PNrxCXd92eRqsy+pNahqmuvk00/sMkpopGAFe4SOLnbQUb/VJFUKYXkR3w9OudcGVj+UhOsqgELaiAa96fHBqj9htBceSEeEOnLNJ55mhxpqutlXk9BW4VqTqxmgRH1NUG9skIZt4JHLn3RKIHGCpBwBMp9Djxlr1MjZHft5rugHCYckHHNF0uW9MDUppPgzn2+B534CTVO2v5He1RgMZGdEALHoSF84EKypoqVljvB0I3jWzvvNrVey8yNUFyO9ykc/PkEMrNrq+kbeYTjXfHq5Pq2lP337Q/5l3C9OBx+EUvHdYEH+ko/yOKu4s+qWIGYj3it858HB7RedfxOlh10TBD2Eu7M+cDFOrYroFPn5SFgHA+M8QRU7kmAFIZ4MeE6sTIGwwp5WDzTyCZMfH+7pMYNzM7bPBLbLcJNBJISkSrGY9spu8KjclyTi50HBG+VlesLaaIoPkRs2PTacWTcZxKqum65OnKQHqNKBSgKmBB6cNwb0oXnXQVs/hm38QWFQTGjut7fiIW2paLtH65wPmc4bRPREmacmEP1w7KFImppsipExwJyL8T5QxfNWGqBNDlnSQVRoFaa6SJK41gdPrNrCqPptyPpX+e5VdNjSUWgAz5/OQo9vP2/LArTnhVGfJ6ienEYg/4IHXp93eSo8+unwM/vBLzDmdleHdXZKZzLJV3XWvqARYaFMXNk7Tx/zL6wpDRgDWBZi/V+eIei9b/JpgsZldkizcZDlHi421Ot2GaMuAP2qQEJsafq6BVZaA9QoA7f6YRCs0CfIHMDgy9k2JIgEVS6aF8E1YyQU1egUc930PS+A6/22qEbwZGCugZNADRs8gmZz0Pj1mQUA1Va3W6/oVXVM4RCL6UqOjjQ6ZKZuRXdnqnt912m4gz3nRf/alyFFCZygBckso6/mlttR25HSaVMpIMw8Z85xU2S92LYI8QNYce6+jHHOZb3D2wb3qUcvi7RZcejADhkpK3iuWFO6Wr2zAkbIub6tyH3vH8H7T4cS0E8CjUQasnhGrNqxD0J7XJYz1X8NSJA0H2LO/u194fq0X+YNEp16zA7z5ap2+21clEff78msD05q7hrTlxpdfWEpwEMSNF0ewxdXkex1+UnLaz7WLsc2/ewYSHgCaZn2LKR1p7Qb5WW+l2nq5PUuwegcbA1D33BLJC0BIRAVbmp0xhJ8NBKvz+m9sk1/OFog+OPktKDE1F1StqLRr0RBOkZpnQ1ucSiLeswoKzVj3UOzwBHTNq2mEDJ9Xa4HPdNDMAhzNWXHsiiPSdnQPettoP+1K+nciSdCngv0sU1eDM1P6XJc9NKCtatjeqC6MKLtZt63Mga+TZuKRtKkXuqt3e1zmj8a3eJ28lMsbUH2HlR8MPgUEU0l5GKOqTlFgCiOaJHUtjXwMAybNuhxdiVueSK8+L/s8h3rUObZraB3pcr5F3Ut5x+rRPR5jAQctoKsWekUkOuyh+VDrRm9umjR2FPcHn+GFmxYsRU7oOCScl9uhpGlgIGwwz8pNnspFLVyxBMt4Yo0YxANAfAsJAcv1WMeUkX3I88oaRRq0JHEtibyxbTh5YU56C10BpPRgftm4GwH1tbA1r2cMDU+7tsd/HD6LG2ymmxzlBd1OM7mfC63ObA0NQahMKunera8a3SgpviIVns0c11tt+lPbHk8S95g1TQX56WAZYBrrWpZuwuveJczmCWKLZLOdlE+Pe/Ims+UvL7IoElo4AQwztBkqSYARol5DXGHcYQZV3bopwFYbxdEF3iAbfs9nq52MNW+q5uIWCr/rkt5a+p7GJuvJqNXiNIfE9vKVmDqAmNmlXubWNZdEO+LqcjAE+CSrYsHyCVJ82HpQdjJpo+0p8u+J3yioC1yiIClyTP+0irfSE34EM0jVk1jAE2u9nijLjLaUP/QYSmSHtxiTOfDbU1SmhmJ+vqkVQC1IdA+vG0nRFj3tMFukIFF30CBE6OfqicA5TRGZiaolVliSCUYLIBNqaikxU9UdjD2KyDVoMD76nJ4/GpqtstM/Pg0eKVTexBbca8zK9uGMY7Mt54CHultUplM/RQqYqqS1CWkveeNNwPDquWuF1Lvq6mgZPUnw3/T/iS0+Z52Y7T/Y9t6EzjKUc6/7sImShHYCmaC+M8+Me5qaCT+AcPA78nbYq23SfVRsfgVo5RDewvaoT0iWnDSFpeS37dUKNL+VfaGJ++nMHAtwJnAPa6v1tUxRa+iBSlrlqkLHASf4/44qUF3Q4NxnqZRfTjM+xEKJbTtMe7UOSms7k4jgHi00IeESkidQ3bIqSOf0y5T9eRDigk5Xc99PWU66xsEf2VjO8dpgb68b2scGdlYd/fGTE03mJ881r2VVM3VEsy1PE+wfKmlRrLVpXNxArL27+EqM4jZaPClJ4pH1xSnDKEPrdor7+ywlaYTYv0Valv8Cz7CXbZXUm9/H/3L8/blePa9NWvjl0KSUS7f9/4fFdu88gku/lrc+AuWuJZEvyBvRs+CsxT3JJgq4FlxCYfrC6tqS/cQg7+0PSm8FQzKFs64h0LOHHwuyHXDQk+lHcy4NH3wfkRDwEuziL4sFmF+nJo0hWkNYCrKg7kFJEI10XEMfwvCsPge2HJ8OyekeUZviqkGxgYvJznTKEtcPp+IgAkeNTyowyzT+MWDdYu3myzWrJT2ExmDqnJJqCTXsTaVbDTCHE+JJeoqlE3mR8qSv+inpDbdwxPGhmKfG0SzQKE9Ijz7K7icto99MDUPjEKr3Rx62qKC/9l56kevtN8DqodFbUdESfqbSVb90O504PxJsc29Rwy9T63zku5tRwHFSrq4bJvurAx/IwJMv3APst2cZy0uyHMdaFv0ob6tAu0JIZi4KIUpYcHl0JfFHZXmORSvCZ/qGYAU6Yth8qZeOnS+Mh9e7+PVKk/xsMm7WPFckM3aokhleKE1y4vuJkWUJ4DlCu39Th08i+uzu5gIVkqV9Rqjjw+E+JlFg/coLlfXLgS5XPdNPFJE5kZ9FFrpD8tbCakOv6CSnv3mYXileyg6M4XVOLMC674ILxQZuyZZR8Kanx6t/sn95Y/ut3P2/vrcD4y8/pw/Krbp3ogBEnX1uGsmmqeZU1s3Q2NshAjmWsg6UmUsL3Na5VssE3BPJygZzc0FG6MoSzuWPZVMZAXpQF0Q26l8AvvXqReChVVLFo4pvvCupkmw8H6kKqfpvVlnytZdw1+ttuTalwJaxJHjWTcQyn+szCnWj1rDvAgfqVfaX66ljSoLQ7NefDYz/gz6ihFFcAUyRtlolagfyNwgtjAvw2BZ/oFMTP+G0QVJEtJ73eeRIURsERZFT4qOisa+NP1kBLw0npUbIHPQwNDZFoA2qugbutpx/n2hjSdncxHxv6JXLgbXk3bVnxTbuAPy/lhDyhvLqjKlGpek4aITzCRSlKlhaJJIwj3dSZjqzK5aSaSixFAxj6YVN82MuxSZPsooG+PTiCYpyx2OhDrFRAqUfmAhgZnaza3rhsMhk1AzCgB8cUBWh0HXj1S61kREsadWeD0dfOuxYztYf6V/ItaFfGhhPc6KwuZOSwtdjXlw8/t2S2v3BQG7cLmKJwj+zzWnfOAo3Y4D6hhCMoIIN/a5TFqrIVhsrIcJIWYhyuwr2PasPmFofOpUrwjQz36j0rOttrDLMj54V86t7iMLHl0FHUKu7Pn9cmXM/NsuzDjyBlkaSAzIJpQN0vUB2rEV/SmcPytv4yRP4rIWcJ3egl6NMg7zY0WiQ/HY9Y1Mpq6dILHXmz5Ne8iB1s4wdBNkHgaKdEjpgnVwNN00QI2vhQ1Atm/GEhmTRsLAipWNB8SUJhbdFFVwx9FJC8AzLB4jg0133TWn3nkLOlvSskENzQ+iJLQPycOmLyIDAkhxcHVrRweesnnd5/EXGDjfkM/t2KKtsYKH34Drw6Aaz8xsAB/RFNWQRAtsKg3GJQm1fzxqZ13YBAE9LHxv2ndzM77yuWgqZssAyXoN5NYtaQthfe6xvLPKjXZJoYJ/Brzke6OVGbrrJdb2gxKP9p7limT3SxdfXo/bZSl88f2WrMG6EFaXwSf/WgL+ZdqZO90eUl7sWh+WI84KDLLZyQKCuPCi2wmAUrlKmnuXWekTNRuPamLPdx9b0JNu0HOStnTqA7Oh9jPQGwbxaI51WWPW3JNUaAHBHF02qo/VGBHtoNo5hxzAkNCABYJyHgfgbmydvg4g9A8VXphjgO9JPyzutM1R7naBk+6xRfJ1n9Y5Vs113mV6OkzDeL/DeAdwCx7hvrqOFoscZaPUXrnfD4rpzlgXd5iVOxASGgn3hXTY2MoZINYd5Ui8iBWa89UfgDsPKTKMzjo2/QC2BGuJXGeHXVfDXhSQPeDosKbSgrWv8m6MKkBvyryoh7zCwH7oayB1xv0WaoeQEs6aseAsnPVDpfO2L7E66FOSQoRSXDp0vQnmZmiTwHSQbHeTpq//vDxtBxbqaXNBr3rqEVzr0axWmeW8f8TXDhHc6fcDS12c/jJgKxXWm6GBNE5/wn4RqM2l7tbaLgXysQKsZx1XxCrAwzcO9448J1117qzrdIAWMlDuUylqy9exRzotk117Rij5zIhf0nchPNYJLALAlMCAJJxGHupx6Ie5IClt4LSGBPSitAX3uoY6KMp4x+9TqslnaEAAfAoNbYgNqrDNo3msY6u9UhzB7sSXzPYRFtHI27sm7dWgWWEU1WKDXVM6Jv6vBcP+4BCblsJRfZikjECgaGJqFMopFm5+NBGx2QBYxa9r0yKQNeQX/TaHABNIUKKopfstoGIu6X0X3iekiHSkkjgMdXwq4rYGTRqe1obKQg9W9tjkNZtJAn9jeoM6R3c5EKJpk5cj9vdbc9qa/SHOZhoQJnMKEZQcnz2VIZxz6wZGE0Duy7pw5loXg4Yjdjb7xSGP/8AGG4n4ybNP1GvwGGJPPjB7HqE2IQl/WuKHXxi454el+f7nxRojrxhc3nfYl72Ak7a0QlxqlQB4Wpf62rdey7RLdq8SeXb+I1cPZmspSy2hfKyqqy6+iQojIomCjDourtvks0B2giErYgbWZMPKNTlhvlLgbWGMLkm8Hzm5g+O649zVEuzBvHNVD6a+Hx15syJB8ArRH0L4NpRpPdHAXbUdmdB1gQOE16w13g/vA7DAwiETgEgRFwwDt4zKitB/A92KK/KyKYXX13lBUmae4f25g1HBPbW8hH1PD3Numn1bqWLpDfT44dHX3n0TR49mA/gtZUdSQfETjBn1iK9GT2oyhnUGaNkmZn+tCUEMrdEZrDagcPBb8QHL3zRo+Dnnb3roprvoo8IhwpcqWloaVC3WeRpmYXk2VqgO6qmMfQP/bAmUTpTcHU2+F47zB2JIHetwtF72Z8xPx3gd6drYfuDCqP48Px7w4Lk9H5X7HdX4ehXd4TDuEgvEztrDASgnHsAmzWGa69Ql+LLIunHe5w+6s7gFpOn3O0aOYA6E1fpFTSRgd1HLP4PIRh8JoCDsDv5RXZhO0xgLa1OrdgMSLY4RQKnnw3M6FI5LpCHI28cz0TY9uKTja4MPqaMpjWf6KZyxEGAQHpMYY7cxQyHtufiqWBYfFZ8jU+aF+8pkR93tVMpI7WIG/R00y4SktZpGI/sDUF6fMnfMPXhegUFdh1MVxaF+E2tWTSCbFijs6ZD3NY2bsxlvTKMozE5dN+z5o/rcR/EbTXG0N6YJQ3BVu9j7BsAarxcdfzuS8pGS4ZTT3rArs8bDlws7rUTeThCswN2X5rscLA+DoxJ2CTX0mPdQNCcw2ZC6Xg4YnSYMHU8xFLoknAhFK2P67cL9Gmdra9wcww+JD4DvWTXtSnRUrZJ/4mBcBJ/cPUhNkFZJPLKVEp/mbeCcllE/AaE2yzH6fh336nw+DPOCKADSkLRbptNSkYZFAYux4XC/FKw+f4933C/1k2MVWzhEiHtpvh8QM4EkkxbFWgLHJbZ1NYmzPKCyBbmZZVwlYKGC+X6Kr5GflsM4P6MFDI+UHKspVfR7bgSjzk5nMeeaoZWEh5Vt9WbMoDS/65uyMDWkfmtfkVK+q1sy1tMe+sFQtx3qdN3tIfqPN9akz1ZitjaXwoTtHk3OXe4k+Oq7DJMjGg2X6dAT2/sNMPu1XeNNiUwQODT+FzIfA6c6TiOmCVm2JSsfBblzQ9L1bQpGq8rqci69Of5GYXISowCTw47wKzDhlBmKeCaRqQgztjJCUic82ZTocYzBs3bQNRuixAr4hhx8UW5rqE3UMDkj8yIortCaLINRSbWtIFMxZ4E+xgX+vo8q7B2Peky1GckwIV7MpnOcP3EwTjPG+KotbGWCq/N9AchRpJ+ZHffLST+YPuGX0i2zcb9zlObmywyGo9ktk6Jh8ikXXjYj0CC1CEsDPygX3BYCZ0xO+KglfxjZSn86DefctVIpeD2wSjf+tSwgdGcwn6G/pFZM4aM6oziTV4JVsS4WfGMMvY7nPHweTx7wFju0exHPetET6RrjVsOzCr1ylVjfkNVD9bpgYrVgGgSE9BWkZrwZy/xilscSw9flE88HpP1xaN0aMrmJS1VHvwHso6SCOYZqSzKTyDmvpXqa9VeNjybCDTriTEGGIkNt6x0SKKA3XZpMSTp+i5SQZGiKGY8Dyiga5YgduBxIsMlSt/A+qRwD0nhfgDqjoCLX7fEYgDCBrg0J2+i+kOCZH6J4qPsBZipGg2BnSD3J+HXfTBHmndhH1GMFGn3TdEDSwzlJjXDw3Tl9f9fOJkeB8OdV5XZiNn6GQ+H/j7XxPiEiScArllI86sUiaCGK7+3x/Y7CFZ3atIDgXC8lZeF8aUNVQveTJvTNgka3OW/po7Klf/TZ6dJly6DZANm70koVFxyCszYhQw+nKLjyWB4czHGoHEh/hE4EOZ7mhdT0l0ZJ79m964PkrbLr0TC0gEXBsg9WE1Osu1a1WltI1xbSwooCr0uZK8CCcVKSgzqkrxC4csUvmwsgdbUy54nD65eKHp9o+SCwOEoccsLGPJMUmKI51wd43mWsJ5h3IjloeOSKtvCgu58fo+Ibp88MQkFOgRUEjlDMUExGLoOYpmXKjQF3FEkW+4SvASBWI6mTJAqMEKTGiYpFnJtmmNCEWQLIWSRcjc7J4gjdNJc+j15i0r9QUYa6CbKnMVmmYX4mdJZCooaxMH9g3oZbuHN4ZJ716O9lGf3PWIYpVBmyh1jRw4Ja2v8+8HAQ7MeI79/2tAGP8JTQy9EZa8sG3jO4wf3qRMuOmn6JbnYeH84Wtz7BiWmhxakrVR5rWFQVLH8D2LSBfHLCKAXENgUR5qJ1Hj10HSpb2vZE0yovNEtDtrKiPuB8eb72DW1EWyCmIHyXIFa6z/e7HQMG/urcasWK7SZVeRf9fN75WqwYR61Fifg87fcYxyw5xQPMBmFS8Ut0vsMVykFip5aPq1f3OUa8W/RJyAIa/A39T/YmjNP2nFUsxGN/HrPZ4azaYNlkuEjKeiwLap3M83gYSHodBt+FC6dPbL26fVRBSXTQu+23hMwD7sRdKTcyuMxIpHwQxfEsYk4wrCZqO4xM/xk2W691Gdritqf5eA8PW/x/gJ3tfER0w9cWIV5YDODj30OLnL6LmAzl62w+Lcfk+5OLDqxYdo86PF5mzVlsPCfgC5C4tuvXSyWtHoLjl5TDke05P4t5MWF56thswpynGoackEzHBw7L9kRefjU+UR3OEfZc+ZFPqmydLJBM4NImS8fAh2pJB8rbxO1zn/kR+BFq9lH37U0WWiiT0heMZWBpre6qXu84/kXu3g95tqctlJm1uyhHo6JX/prA1ep6uWpgct0vfkVpKKmoVxYkiKeVSJRWgpgKHZfezkePdT13GRVAswWSmXJZgYFhAauenMuGHVga8oKSuCEurwyNjinKDCgohj3kFY5QoEapqEZajCLysFTfCN70rccBI0MvomwXFwWxqvFdAPIMgQ/Tkpoi7x9NT/r9RTmJsSsD4AB2MaEONYR+N6cjpg55v5x7dTG3vw5WogkV+3FsawjzTFS7lz9ydnKdGqY0FUuWib9DsKcgNAx4jE7nxFIETFSdppjTD37tPprknrryo6FJNzr10y42xXJKfA+b9i7CZgR1BMjK9zGwTafTNjLFvBR893k8iGvNTCspJcfJ7E8sMC8thuWZRjBAMQAMfbMDLi1p6ogzCKQK8PlJbcK6bXY5K1kmcJgkOWoaE2J44KWYpwXSYJ/tW5oxcRDClZDBmPOQgcue4s7CN3kkL148zk979BLe27vYPrs2whhYouhIDljjT1206a5KWHaq+nS06tn2/0reX/nrlyzK21D/cuyTe5iHWYRimJi19XK+CZfmWKo6seyoaiNSO9+boXMVCaflJmln0zf33QfqtnsL4i9NyZ21bRWr6YRtcMl/F53tMoqnNSKSgIi65YIox9D5tPuR+5GAYIKOidL102W0v9oeTbj9lep2aSQ3m3qClGpmd1bkOoXRXY5f637Z0jEfLaeagNHVgs1Mvxwo5yenIwaux/tIhBjC0b2dkVU4yjdKSDkmaeBl4N6Il8ofUDYIu0TXz1bk6QT1T/hElHMEi9stBri+8NtzjmDoTqmeoTYGFBWSTjmledHtQ8iGziOtX041fqLyVNq+mzKf3eHTTGAF2UgerdEtS9bWCXNCf8VgnIoDK0pK0D5Kz1bVwGElYmJTyfXH5dnjpSYPnMtt4FiWClL3uhT10Ud51P67VBN5KwdFrLQscDN9f9VDUhYzIVxLfxPfcO6v05CIG6swuaoKru4G0KgXVsgaRBEabiRSJ3GWoXoyyVvA9rzhxG15f1SwKrH+crPlnKCNjBDbV1ToJZXhpoi24+nSn8Py8UcmuQQAdqJhwWZSYFRmMfvdeRNwbwuwWxfzLy1UTdsvU0bakQ4ZvEXI2Mgk2TKSkKw5k5M5ZsnHhQb2BT/aluZ0p5PxMxQEKLd9ZzzF69AtoNhGz40f6A7n13jOhAUd6/a50C77A3giFdgIbZmOSsJ4GUdEC2tWpcdjrEjrd9Mpcggi6DcMQYjmQViX4ojzRNKqDOdlkhQ5jYa2BUwBIKtEWLrMEP0ELnEZ4ijBV4+l3hSJVZn7aRcsOwqQq6jJqh0jVhan4zHod4X/CCvsDjlYUinzmeIVcC9LbHTK6IHPZbq/Bu+q2unau2bFD7irfAKRWCVNv/j48r+pJKehhS+xlUaFkbSab0k69pQnL6nfpXNkgpENDFdmbRbARo+5s4GejXsryl8SaJcPYA2e/Ii0od2sE58tb1M8amrsFCYGTaTv2yqn/tNV318XkYJ7PJ+6iFSRl17ybdNBsIvqVMznRubyWVFJJz+fY9Y8cGmo3cPVM96eaWEWmuOBHnIQTksc1EvM93C1gGZF87kNJv3gsNTVvGxC67HnF4htc7jHmAEYSjGecps3TLc8cwD5OtzueAMGbBr0PfORbi6v2WEhXdRTbA5ZlHXEkYGaHtqZ4ohx7wEchxAoijZ1467PUWDquavgCQVb5qaDxn9XcXXRlkeInHR30AXPh6pZDNBqBc4C9+elcSTE10hWJKsq9ByKrVS4NldFvilSnOGZR4MEbxVp99euSwZX28uHmZ7F9dFALTOXdXewovDXaewqeMmqkXRArAs9QSfEtyRuduisyYYHXTrJ05Fov+/ZrSKNPDzSUXMOxxwAtOk+ImY5Znem7OW/kYv5HdhPoqsLRpvqOFI8uWCgo4rhTmEVSx/P0tTFJZUAniRCRV3wD3xrAFZqrsAT5GBqBtz9khGEO5nPjDyg/VFIlB0sxEpphVMld/gAryy0pfaipUf9h1n+cMpEt2genm9PracnxHa53JOYOvSWjznVwQSvLU6dxCmQ4bveIWJplqYI2fgwin/cuGpoABJPMtg3vmkPXadJEZAhUS2UrfUyjvs5o+H39jROsP31AgQ20rdXNsBSl0VXUN6D0CZCvmuwjK3ykdUKUyCAYBCE9kFOGU4Ag0XupL188MKf9xqshhqAT9N11a5v/XDqAZ3Z0m8xum9aQC493eqLHw4yNosQBogpsv/Rj7yBAgbN0pvREgsF0WWWRfEeii/H3i8BScfzVM5OvT1u7oXjfJPwmAXzA14PKXHTIciHsQ4yEDyrKtkb3aXCIhm6BuOfstubeAwV5qhggfwCjew/9wpWzw8Vl3sMyk+nueHj2bfzX4SW8h+33HTC+4I3ORe02o84mQU+Jlw7y5o390fNamLTmWZmwLA0Vn7L09oujdG8itXbezk2TVVhhnWmOhuxraiXZRhav8T8UWi+YY2Bd5fLQLhvA5dts7aBGK9hFJeeO1mfY1cOp1SyFCimcM8v/4kr4pq+lQHZ8JF0oAtwZdZFrQHwe4rIAITGf9tOR12HKUJzbNr7Cp8HPfveNIWE+eOAGJmy/bjv+zLvQnuaeGKzSweotbTlhCHUPq7mvh/bn4eqBPoEOFbnlvBpE3qfkt0YfkQq06F1GroJ8LPYQJo0poo3TmmU5cFpJKIlH3RmfBA+CLYkFd6GuIvAUicHR9OjCIiztb6n0LX6pAFH/Fp/u+7aZLNgoXKk+pZ5Lg3mamJrSzwjXQunriiFHQsO1qarWm29wr0x3xvZZ1MYHTdZPrSEoHmb3sBvKXEDRck6C/TfadnH3sXv0edfmn76CeI6DwvYjNn7gbOzAP5s1QVGLo7oi8DUBuVXdsT2y3qmmw6wdnxMsAMdhQn26KWrdfpywHzeN6djSBkiOp40NnkFd37tsvFpv41if7CFBg1huOz3gvw8kDXWWc8TCsiR8jaF9k4/u0JwwDvA+GggzmK79SVcJwSxPnRXl/4Uh8Qd0SeCiJMjrzmUsDUFtC8/hgCadzv8v6XsfwBB9BAPAMxHEfCNuOsFpISdcgdrdu2MG1DJnNlsYVZgHu0ThfyxMZGruxIapOpAeF6kXmiMG6oREG0G44kAWhN6Hxugs1qlh2Zkv8ph3wyVUs3YDmEyTS1wWga2ZugRykM9lK4Z237OZT20fbzu/37hPUi8JMhR4BmHYAWRPsY4g8ZyVeHAP1isd+h7YwKiyN4cZLTAP72UsuyEd4vtL/e9zLAz/QpYObOYCugKpKbxLKUZrLu2aduGr/WfpqG33clvUNOWLHwFBAyG34gTKmclJVpUhOUC0U0sv0p1mQdNiGTUCGbGyIuQHbg3QUIjDgsw28vsKoMlF9Xu5dJQ3PfIFgG+gvYpb7v0eZRC4uNC0oDcFtIsTXr1uTnDCUsOBMPR9zgmnm8D8dhqIZsDnD8N7LFjgMDx3Yet06AsQL993GYleej4ftURNOs+rgaquMeiaIGzy5x9AcMNObfxHeRFIVI+wYuGDSfAzXZg1dXV0XaSd0O8WaB+n8d981Td1xU/4kBQHPezgYGAdiB7HqtpGuaZFMSVoe0f5n5iCosJFEy1wwixobNpLB00COVIVqIxM4VUdEpE0cXAoqGhIO2ZY5qjk8AzchmE/LLYpnMCRiW4N9JJtpkMxhg6yc5dR1BUeuQ8vkfb0gG0P+l4sn5keeeo2w7sBe4sbnld08q6zgEoz+AzsZzm5Grq8Ol8KT8/wNaeXuM3lF9rewSs6bhlG+wCGpnJYdlAUPB0An2qPh3KrNgWkOOnQDxjWpf1S7+KhG/xTYhiiPoPIbxBOb/ANEMCJI4bAKu5OlRpT6M0YN1wF5fLMdce3tKFdm/jA3NK+NUEi7UIb5iXxJfN6biFa+8z5xgebAadwrqve9h8ZF1zx7OmPIVfM94MCnbXEigORWlW0NIGagEEgXQwsMqVIeOsDEgVPdTQGMAgq27B5d4yojwGqypCm41D0QjMiGuMyOO6L+VjTl3wY/ctkZfBZp6ABG3auYR/gIk2J8rOIFm4JDIO1LVpj1i+j7ALExQ5oLK4+6yehnZsQV4F6oRZIVkHTDgMxSAaAVp2toOqTA8S1rpT+ZWZGyJTsKlxo9GlvD3DVhNFxU51dzlo4THv1Kck3BNRREPPghRLAxxFt6z9IqBcEbNqAXYcW1BqmkoMquoV0Pz5YfCF2CYtxPDrZ3lgbaETK7aGTzoWxDwA9+uIF7HU4tkXlQ8L1a7l+TwDKoOpveIifUCGZbdEALz25z7Efns6Hc/ApQHT0J3G+9PxeG5o/nakOh/J/TgDOdeZdQ8qVEE6RT7Olj3fLQv6bdia4b/lmTUxmQpZD5XLYsmXhOKk7XHARvSMHaUOAogNFnlYF8Ry7XV47WQm6ADZJkesJahrweO8daBfAVEVhA4spOczPux31mJ5o+EkGE6E+1cYExwoDY9EoY0n2qFDdHwyfhSX9ym5Z3BvDRIGYrerdBQbEpGhZ3uv3ayBlhtht7HXA+OqqUHsTFbY56+MbRe/mSPYcVXW+nUe+DRCG5tpi/JGddsIIlV4zoAgrzsRDQbDDptn6tt2+yu7UNUBAsIiJGy27GQYLEc0H/Gf2YZDGaje1Z9dmL+W8tvqBIy+EozD6h19mV0KOJSf1MNQp6REUGNnhbdWTZ2hm8c2bpzaIlzPIBByIx7TEgcsrUpljmMCr5eKll8uoC9ZOzQFq2MVNQ3N/awepmajL+aDGMJXOQVhXmYUhZsyUpDVr/ANn7PWcy8LfyuNzesDiwP3rmMi12q8XJe5VKDrixSuYPiIbllzSLDyL+HP151wyAsJs6o7sXbhY7tg3imL4Lv3t9j6x061l8lcJmF+3CqoigB8QwDQiNxCWxTmB5P3BpRnpPDkCGFVZ6whQKI2qOPbMh4xHxA4Z7ErG82+EMVJwu4vPqUwAVPo1u045JddlqsL0UgieBganNHJp2IAhQgPjBuG24aQYWqE4xUR6VKR5DqO2Nug/MuyK2AcHqG34JhVpRZPK0r0/IubQ2yKcZu75CviPhHOlash74uxLS7qLp59hYDO0lndXwL3ihnm/EbgquAK3hYrBDtYkwYBk6ALgXCx/jGMWblouVCoCdcOxEjVxWPnTo+VbOVlIkjiab6r/C+Akr0VuCfkBf0kGIqNEGXFAdxuND5g6xHhskk1UznXL89imZ5kHqhnYT+urbjFOoliQWAKd02PVdvjIXx8Doof86/cjyh1MJcapzH3ZXsY+i6hMUcMJ6xhZ6RpDDjoQykwHGONMm/ErAyOrCWZYpmWsbFYlAE6C4/erolUUIMakqkSivThVcbuV0EsvIt5ogxtcXOB91v2LIHV1hNArPqtDzLltyXYCyW5JPxZbc1dLWRQomSGhJASnxdeV0f6FVp80VCUyvm2iaW8qBRC60itbk8EgwwYGUebME8xaMFiqSyrSviskEh3enAZ5DB7MrYiMHZf158KRXhIxeIdXCILYTmWNvl5VoFN8J0TCIsj5zWOFKF43uxC8II/ZJkKsku3+oxi5S5YzHZgU7TgwY7wQ+ZEUp52reA3gy8ZKS39lfzg8XrB9dbDKLBMiKfeHKuR4o8EEaw/KGA4VnxeZXImtKQqSrrwCPaU8e2zRXYCbRJauXXtreKHin52Ree3kdbwiN+olZWbVL905kO/zlWNXazPhA7XJ9bardkTXrreBSjpEexc3Iryl8ohSXoIBRYunDohFIK95hHBDrMW59lJOR+V8MXx5dN4EN8i6hwQFNKjOvwChJLicgNLYZnRzgpt99lqS13THIZoUDq4nCH0vaITGMO0i6fQGQmqdsFH6wstI3goQDz3QoiQK7bbEh9cx3m+fyQiB0cd7jxpldwoZnwLybCmVHQ+0C6XnhNmgPDigVGaSlxwXWRyStgQ+lrgDVvdf6B2SnCIPZHA2NPQrY0llf/Jc+gyZvq7+T8sLh6sI5Ng5bYzSpROF8+SVi2VRDBmnPrpi++JbyELaq0/vJVywnSTcF2h/8KG+2qCRt/8Qsb37WMXD7YG7MNk0w09lYH9Nbg3judLOymCj5c2lXo2F6Ungn88B8MPVlIgWPOwk431g2e9/ja2nb+OieTKylUXoxop1xAP6bfo25J3FTK1blzy4VZgGlDgSXOa1QUTi2F/FnC6tEMq1kNYbxpy6fNdK1wsHAu9Wc8A/qDgb9FAIPSdjKYaGBeOHphfN8CdOvO+7uE4QID0mpI+NfAEQGdf76z//ec7NTsvuBzQAJSfPCv7bUnm67nB0wOuokLumLhhQu4PV39zxid4bCT6gvUAZWsN72KGTSWYnBKwDSB7zbx2JyqrLQFSc9gwFdqkawkvrSm7b0myt4n5Z782ADmj5Vwb/jVZWhhIFuetu5pNOJ+LZ8moOR55Nj53yQ/B0r5FW1NcITKO/8VvYFAvMgnRgxujCVeHG+8R5587fM+eSOI7vf6cX647Bt7KVvkT60fUBKNPjwKu7sIhzUVspyb4EhjMMQFOxdMcowsoa+dv0MMU8st7dNe98suVaxViiBwuL794W76Fa3r11DrsN/YjH7ACLzz1OAuAjoG1nPFUPOesuVBNFXkb47dWDJCFBxInPYNYXFs1F2ahsVMYbtQwdG4aDc9pT7O+4WJoTusQowkzn/2Z8VrPaEtzXdaeruIsp6XRjvgNml5Us5PQmX8xY3vx1pSX5blr11RcFMiVvLgOZryXt8V/R9/mYcsVEgMeagbA0kUUFpGEerkftRvpqvg4ZtHYDZUpz63ZdTTR7vK/5T54EXbE7Y/m/Z4xIeVWwz0NcfAgxormTEDS2dim/mpfbMtqEosG3siVX2kNYQnA4Z9Pxxz6Eb5uAUDGNhsyVnOBp63ooTDOy0UgVmBvEkGwTSUkBG+S2LuF9vO/Nh8YD5I/sIpfCO3mTFqm4lnMD+r2hkMbvGpeCy+gOP6GUWVwYSQQ8tL9In9CiYvJCGsiug/AWHa2Zskz4p+sw+vgNWM7WE0qTcsyYmCFOnGeRuC2DHuYlVBrP6QGiqqwHYPyYIxdU71ToIw7r61zqjET6MYRqJt+6EHR0908Jmy3mQ2H/QF7dDgndVPBQ7giYyVHUIRLxZMSF1P5l9Bja79djlUNtA00zjPupKCDYXhxVw78KwTTYKShObxc/Gyup0qWU1sPSQSZw9YjLcrb9RneD+cqAnWuIpf8g8BQXFheVD03YAoZCb4MZRZ194esGBDhO0e4vz4OmNbL6pNfxXAwLtMTnJcVb0XYg05eQ9mnKdfqU/KaeTuknyUaKlIwUyUqnhq67M6+gtQAvGxghQCKE9w7MNjK93Dw3YGypcffL2LMJO0Xoo+qMvQI0cFAPtQ3JB3uZDXp/ZszSdMCFQofFGinEcUnHBKr9qoAqYe9SEjyqPpr/Rd69m2/KUm8GJWK/W25Dg0myDsApl/FJtfpaRqghAG2zTHyAWEh4lyzzfdSkq/x7fo0LGzBSsa79/PQNR1kkhCuNboYmob7n/de4f0JFGpJKikzqCIVPjr6DXHhihXaxQJ+LxEafau95Fy0+wLlXLyU7c6KDomV0Oi9ZmzzvC5Mp5znfZy3Qwc6TBMEHfRMpTcAYYS5Aeob5mD7Koshr9v9DfW47730BPA+IA3hYqryIS9clRyynMVDBc4e/FhpBPon1NGIzuYDqi8y0FBMcpojUOO6DdkoOf4LZ4cdixMrra+AnuoLq0Olh44PibqFokDXwPsPZg1AxZUNuT6AFZbvJEaNUXeAGaAObrO0z2ekBIGU+UW7mK/WLkCeo2UrfOTA2CyA2Sj6qtN9rX99YFCvrzgIPO+FQclqKATxL0GfIUW1Y8AYejECcrsr+oRHvS9Da7y/oUTC1FjPGwjTkf6imbfGJZsc3LGmmGLMkgH+SmYV1g2oW/oQueWsy/bv4BQwTuGFM8mXdrzX9vUITaojpPIMzlBQRqGjAB6Ohtd4e6AVJFT2IFmXSWhRQM5il+vkJJuCpSxfFtJ2MBRXO+xrwmbDbzJwPmXcUgKnAaB87wWo71TE5G2E4iboMsIS4twwpoYc501+5dnUjVYVImgM46a/xnx1x5PPlWcgTmfQclCyPR1JHhq78ONvmd3qtKzbKvnMifBzYj/7ElJyj/LxdIRvDW+vY7CPoyiG+ZCTFsk1l79iTU4/RwHPoinjtXky9NNQwOAOb9mTpDOCIocBXU/F+hCVI+JFN6n3t8S295VBozZ9LUWCI2nCS+SE5NPcS4tiGo86mstN0d9RSkDA9Zh9oTeeoC2el/UI/rivX04wpAjbtuB3JTiJMT1UMFzr2ySKyeFANj3ILt2Ep4e3pqDYHQqdwcbrFMMaZNtJY62fbtczszSWx44KSB60TZ5IFrgOnwedyo4VhwHg6JejINBmd55/Q1EuoVfKk3jQhV8YgsqsNNYUHlcM+yLin2B0A+D4aTVRQMXbnsoLFOO7/LdZb0RaOAlBUPwL1tJlCJnP544n14mwXOfDPNm7qiB7q6GAF6wgNEBMV+lAxVu7gPSDWTyYsHpCKlKMV3j6dUjfxH114BXr30SHgsCsRHwxHXbybYFhZ4zKTWGwBVs0jBKyo3UFc9A1i6KFL2k8lllNboYvPvd8qgTgjg8QdiF7RdB269xM4/6AFSuZY28nWMdFMm4ZrpIBB9vBg8kr4GpeSN0MfWFu++1nbmkhPy2P4CWCXyd06Z/7dUCGaOIWFhIIB0ZA18u3uT598/LLpfIN9iVdnqbltKAis0vrdRLuXzhZtPhIzvs1H8PZp1n24BnH87kirbDl1I/9MPXYFjdE0JbBi7n5ufchHNk5DAoHq4wnTen8B2i74mF8sNb8qyaobxEzrBRMlS5Hd2CHG4JUfiWbi18GkF7wYPDg4xN4r08uBHaF570BvDT8FYFLh692H/qQUGgLP+bxmBkLUkGqfDjp8vgf0N0hJcqZvgcdSGJpL6cqGRwLMfzSM+/a+1BosOVcK6JonzSpr1RFot45awSThhq2iAFp4jCmWL+JM/DthbYFgF3xZbQVdleEX/D5YavZtpMdKWwChwLoMv+6/bZnDS18OInm1J960QjxFEpx6ur4uGZxBhsnoGPL1RtDzdgYt1AWPA+gF5cLi6ZSyyFgSsSCn99Xk5NFEIv1ehc/OkWPjpYtF0YKy30GF6kC4nUx5h0fa4GadPwIVgtlF3HKQT5vftW6XwQ223sujT1l87y2WmagymXqyesa+dJgP1/BalOh9oCpfT/1sejvp3HsCEurplYl027c6PIYJ8DgYeZfey9WzI/bATviCfUq2LASFTyGRksLTlS+BccoaFLRYMW/ykDfrk+XTeIxSy6wflo+ta/Pww1gKxIzFxQxTZQMUKHnX9pne5wQlpI18dGVns8p/95IqPFC4DJRxDAJDY1U4bKlnhPEyz2GqnUIXyh+nInFoeO/3VKqB0vKb87b7jU/X8hlwvcfmdmQU05op/JsFhLYzLvicu0J8IgoK2lA6LEHAP/LIwLvqd83C0/anZT/4oDrb/aMi1RMemoQBqfew2S+z4pbUKsimKgwGsJ0kiVJo4ScmgjVEisVw8ZJw8DL+RbiGPh88hFDTq/IRMIUWgkgdjbho9xjDL+K+CAMnh4Pt+u6+WWhIRK55SvLMv4n12tO/ywEiuXc8rmJvE34EhTPlfqVGk/0u80Wq6zBUkuZAUgtae5P50OtBVbeSY09HKmGSKgT4410uyma6iFvdy2vkbFUOkqySqGfArqmkAZW6XjIvie2YbSti6IgVG0Gqrl2dbIrtxUfMKIodzDfBY/SFoSEsPGIoILu1FsNNegpDJ3V7pNzDTnZUmMOrzlJLp/iSZ6GBaJLMy2gpIE0QGPkf+7G9hqXK/TFBoAgnqGFkhOJO/TFytiT9nd1VbzmavpKEeADS34T0hjPnyDBYqXWzge7ULUeMa7FGJIBm8vAVzroqRBCaeaK2zDt8xEl/p5PTzRUSFklWdmQn53h8fkEIQfeb0+hNOX9ch/74leeNqyg1vu2U9WW5phMC+q7+Ux6Puaw7Ot6D+ycqKbzadrRD0Gi99Beipod77Td6DjmTT9WERFIa+KwZtO5+q6aPCC3kKau4BzW13kJnal63NXtqFFvm6mpmmEgFaUrypXI2p69ndXFNJgHUVcuw+oapnbVqq+C1ubRXpbGCq51eXH9n5Je+fWXlvRTWtNzu5TULESuVloObzPosdtDjdwBGYtM7yER6G9ph3FA2g9bAzt46EjkagioGYbor4MXnzmeNwL3Cw4fzkNony5ySYnlL35+hRBuuN9ji9NBZqzc45Wd/IUcKsyScAx359q67go2oYTS6LJDVMcdjEiC/J4UjeE3lLEasWNlWBAZ2bDMpzFicHFKU3ISeiKGWw2HoXQmm6Hvm6XJtqDgylAPKCiVe7B7dshjnvzGaHwP/U+oI5s8QX0AFbXEaqqmGaGywGnCsD7KWEHEZKkMvCjBa8pkcQPhwSRL9CeKaA/+mY+y+euHN7kUWtzNxTOYFHpcnmFRZ2IjUjI11L3UJ0whkjzKuRyU33Sy+7Z4YzKfJ1mmB5hmK5Zs2f5cTvo2+tkTHUkbkkw/KArr/OESxrIZpst1pDgfa8IbPatWQ0wSfEQjYcHJePJTE/7C3SKvgjzYfZXXk8WaGI2amLrJEc3+DkZeAXmbgIKQYpaGDClsdozqE4Vzjptjuxy3kTL1GZqdHmryZAaO9vt2YJjbDHBt1wqjYb6H4SWfYMlKHtFqjnAHQ9y0y4GxGDoZ9W2L94ROOdc1AFpD3QByvd/vExG601jDeyiGkOBgFNbWxxIg6Xq/0avQ7KMbm2KA+21Ci7lvI3V7PE8QltgpLPnWD9Yi2+X1w0XHI+R5gmRGO81FbDwGLxr7XPqOVd3G2gTTU8FJXFwHQ95KOLd10Sq8IuXbWCW8XQZ3KC+XNhkAZ5Cn9h7ZxzweveFEJnk1yJOx5vGhVL9y/RBYtnZ/hkY5C5LbXyapHLuUPcZz7iIlt3lkozlZ9pYCQlJkBGbqpokFoRLSScWyGG6CoVct7WGpXiajPvMzSL0vk7aXfS4DqLNBUei0H08NtXaS8rbIJr8pUhgJZWHRBrIkmfVywBlQZ/i77CREWMkUF2L/2SR6CKo3ZdlgVAGgaYrKI3KE83uI41CFUxp8CmiobnoSS0KWJX1klFu1UxQWyFMlavX00XZNF6VOndogY8Kftn6cwlIpMSrInFUa0g4OAx4MslSHlc9RbcQ+AiHjfxXLT93GXG/korIQ66PzoFzxvLcxiaPkXe6qBhlygIAvKZF4v3Iqi5uiXhorEsp7Jqh6LXmg7MKt8FUJ/BzoKmQZlkGe2Fk1HEiUQzY19jWncM0wATyCYEVKEs1QaHkptJ/5EULeZus5rlH3Q9v5IIATU9AoJ4D1MQZpohgCSC82I/Aae1hVhYpa9IpQkbtjO/SHoM8UhOU0oj/pNaFwig6oK12V8anr9+jgPe38hrl2XNFooS8j+KAkU5SOUGqGK9kRtQbmEDh66ImFjpKxYR2ENrj1rtBkg6AI3UC17sqv8XgphVOgquTKq6ewtWagvNRjXjeeXz1qO1yTFj0fMK31dr2dKl1T6nteZkjZcomGkiYyoR86FxWTX7UDo75NFCQ7bEVF3QwD8RbCMD6BaXbkK+JG1YiHCOimTJc9J2z3IvCE/baCW4hePXCR2A9KNPfHcn+une/kb6uY3DdHk7EitzmQZZXrUKQLxf02IaxLFZn8mNVbH201ZUwETtFUNTl2QmabJZbQUMR7fUg9uW3qLXCZZTwZBYU/5Tm/gXksynrInQhkzOgoW7RX5DiI3+qIKqIYBhCrdhVKmwhQgA7DfvJQi5qmlOE4JX1VExgsrluoOwOpGOVlSxFdtZXW05RSKCd1k3kxmaJtGxj0wZYLPy20URpfzlUDoKBbdOheompXiRux+g1Ftsa5vCfipmtHVJ/fOXYFri5YEN/5pdpZAdUO8WmJaNtCYXtADmqWiocxLsLWjmbNtlsGF7O0gRsFyidZW3lQ2BXs451tYcKNkUu6oDqucSKgVc+d78Sc6qmIqxGIqwG2IvNeVX2WFvCGhUPvVKbZMGnZ5WAiaTiGHJIEQPzQyc5JNCbxnEbtDu6foHhBDT2B/5fe9nE05mA+pPADmEoYimirG+X8aiapQYbVUCh33CFGQe5VZFIeDVtYbLUwFdnCJ2VMnbJIxngz0JAAP06M4O1QXPR5NcHRqEwgd3yqiuxUZugs+iapOhglkPmSORTZIS2Pd/F2SIvZVE0KEDloaz14L23atTA3SIp7wL2rTN04HG9rcg7TvXMpnhcI5CmlxQLy1ESu2MxfWJHTRqs/91bwzIFnSIIIBbQURV90xHKu7A27dxMPDf02a4bSNC0DwN1pWqUmuN7vl5y9JGuyAAV2BTDl5RBJ97vm5Drt9rTv00V73CPT5TDj69jsTrRQKShwpyPvVf2AoQOq7YJzJuZvW4R432Gyv4tZeaiKHVMJr4bVH4h0I0xEnKjp95pNM39LVV7TYgB7himCyCGiDw2LmeLBJA18QrCr98Eva5JkKqGjgqonn2B7PIWoS/AI5WSqLonqLp6Vlx4xOGiiKU/jU1zWVGcT1DOSTYPTAqgiOC9OIOV4Y5U6Bt1HIKYI1LB4zvLpOvG6XW/hCoHRTCCGlj0wH54baqIdu5rb+NL/hft20hGFgMHp1EPmyQuLM0bmqBaXLQ1om2UkxFlL1XaBjAy15SFUtBDBW6IDtlx14+cAzOG9NM8Gbu2E7XsFrojAHq1+1uPsi7HN+zdh9z9Y/4SspkqtpM96nyzAT7UNTQKwsQEkGnynnOwoIaYKxJrdFFlFYLbe9dZxpLR7YGajBr9jrI1WAVrkHjn/ouWnXgKGCAjZoszTwSuxhCgaDemEHIhR+uF2h7qB4xdY432sIfXSjlgQ1GbAGQUsUFXFc93t6ghnBJYHuwaDVl1VKiQH022t8xEmh6aZ5tQMBu5ncTK09ZzCQVfdAvuNwVlUXjVKfGEl6dHCcV3AyotnlfuLp3kstXrq63rEjo3G0nD37HNs0+fIV9GMOXnenA9w644wVKtkYIGh2/sFE6waJmAO2QuNZYGx2hYPslkopabHcy5813n+8XrPFbfahrNZFbIJYeaxQzEV7OxCSvxSdkxAGNOWDsafrM3IFgLWoMC3UHOpLvUOFSao1e2N/+tjm6aOdSk0dnDxhEh0HXIQJZW2ZOzIEKjehbquk8ZNMpJXwBGUDcI3Gx/WMJjf69HcYTYBc7gD7KQQ32WNgSK0jMKC7FRRoeBoyGlmiPm/GovUyPg+KpDfZ/iV+GaMOnhsTjFZl9/6bectUT5D60LgBs/NeVy7S1y1zEkY9UtM7x8ephEyyw1U3M20PR/XRXe2X1BNtKSfRS+TYFuOlt+vjstkeAmGj9ocsN6+xx0HKx7yLzzjg+g0Ko8Ftbb1cW+Fl74tti2Rk1W9GT/qWdy4CK42iPIKF1erfRChSgmG7lPXQMrILMjg24/T1jmIGSQ8R9Zy1V/+5dVXg4ldORboDsxQ7kYqE+DrKY6dm05Y5VXFaOpMxFO1OZDnuQaiYX8nijnDGF/MUHaqyimPR6XI6m/beBWh/HR+yAMWTYDxaA3z4mwuqtGUc16jUW+Lbhce9xAlVX2X7U553mrHuZXkb0uJRVh4ket/nlRYFBh2ucH6S2Mwb/BLh3mulSQHrjNJs9gS95mukKf6wviL0jTmDSosuKNoVQQidfWkHxJJDjxkaZ8QugXVqCuMZYVC8Vh8R97+LU9taH0zVmAminqXbeq58AivEGyioQBVzs+3853zNoJ5JgDFOXmFyiZEJU4QYakymLmZEDvsJCkqyKui2Y/qksDF0tMbDA4AmctSjZ4M44ES74gSdOlQP4tjX2UljkedZaSRabYlGmqwRkRaYgnqZ9idOaaoMOaMsy1O06go0yiOjL6Rs/5Rlyf9B/9eNvFxH7SEX32XiRGPviqbf3eX+tuLIiLGZ21Dy7ICsmAkgIFBXUcOvk7atm3NZnYQBGbnDtTt0apYEjCE/1u/D2PSXR5x0osraMezunKelWuD346rHrhxHsvFyov6hK/U+hIOW9ass95GVjBahut5w6gwYretZxIdScFKnpP2zHdv++1/yHVB7arAGmMxCwf3ECDFQrwFBFKSeCto6s3Ftr3nsynNpxBqBklPWr3AyO/TpEVfUQ1Z1kzc1Q/ZumXMAegl+y0Np9xvr91Dac2SVqc0+6MBQ4LAhTUquQ+6q+4GuC2MyA7pSVP2WbtCjS3OlqePloq1+h7KldIjH7UjKzpYXYxPb5fzj2SFyisu/7JSsmxQ9y38UgPHsqPfYt6mTOjV2CMNKfTHVdG47C5CKktt7NGSTZMgd5DP2JFh+4xR9yCpGiaP++C7GleL5KEDlzGg63QgWH0HmTeuEJ40l/C4RbCac/Y3S4HPPoyBtd66CkQ7kqmsHkPWCGksyFwRXDbQUgN7XFgMuB+QljRM0W6A039SaNt4DkLekCFdw7XPXX+lvvBen9ZgrXjfZGzTkN5Pu6xuXSh8IynTln5ekfH6sInzpmRQ9pjH/a48ZNG5iqph03b6m8zNr/VBxCJ4Rq0YBZrTcxwHlySrNHsysM1JqIS2RsJXauuqGuFZ39TLUyMvSwz/2oM9GV5ghgjo4Kdn0E3r6B91uZIDfGUo8347kOKNHNE0yJfuW4xtdK7obauxxvAeVTcgdMiJ2UEgyFuYXh+h7nZI6XjMgezCEmrbRXtPpQaq4GrMvuMBRmBswJ4Xf7sk/W/lmwIrGcE5XJczpmxOfkrVOMyHPZbhPZb2vAMRVH+zopZPmwHPvlFgcwHRRo+kzMkSkhprL6A7wCc/IMk2n2srtMobXQ76W+r+p4Q1UR8DZzXA9CBnJS/77UD6zluY8vveDyM+fvdzh3F4ciB4W0Soj5aK8BTYmyivR3cDmoWsWlqCA6h9jAO1rZNB6bu+G1o1RN8xQyCnMUzSEsvv8lhcx4pBXDBwNTDFCmv/FCtqFeaHOD5q4TweVPj+hYTnCf/iX39xo3gg7MuV3ClVwHhh95HPlBDBLWf/gy7hUZEmQQPoojWmIf/j8TRXvgEJDPUVt87XjG2fHKyLFrG9N72GYiDt5eMT/vaq1qtJ96HsicONlfMhAtE1r3bOXQ+ZVkiFfofWHxhfGJY5YWUikEYaE2IKH0N0NAfJQzvspQyJQu1F/ZCrIUHgH3IDDavAsR68GI4K307Y2ZiF5+1SrkW7Ky+zND9Yy3KXAUGWrsq6ccFqc/6WhGNu1ze5DOm7I2AhsceLWYnh7tCSvEjw95hqfU1u9yKW+dOx7V0wcqyWEHCLGVqNYu/SnV71y4X3SPPQWzVQP9cvgUBDlqEmR7iOTFZTxZxn9Sn1AU/P0WgT4Qz+QV2bVL1Cow1k9/ac5e33GIRzVeCEs46XIsJ+DW6gySTTKZ2yADMxTMpB9kqDssS3Q1ibLSmS6hvI5A+/IPgTvyh/Q3iLPYv6Z7wTMQ3CHCoNU6zkz/EVL74frOktbc/sM7N4Hcv7FgxnidUuF9/yUa9ga3H3smVnqY/Avt0KeznrmMe/Osq7L8Y2zY4URy4vphSTUngBLKirx+CIFtbC+nLIT7+U/ILIfl63iROYXZPyiYBnvG5K2GLcVc0O/1KvU1Wht613JMEYabCstnGW+d/+1CqgyPH49ADamQZwXMESOBmdYHe6iFZ6NSQi3DZuUwWbk0Obk4/f7eb/w698Wk7VSxB/4BMbEi7qG3AwoMnPhr34/wxLJsf8DEeFzDRcdTEWYJNeaVi3mOS+eb/msVq1TYuhfByarLPFgnls+GFxE4LdxKRFZlyFkjyeF/lWb/jFmtxfEaXKCnSpi7dpaMVqPB4Zh9Zf5PFjYZsT9exiyrirLKKrL3MKvEVZLXMG1ylLagutnifpVa1w9G9/LvWRzCD0GMdg1uQdFmsQEsfYbslVAOMDOKfBYbBPejHmIaw8yD4NXgK3rfSffm2XZTIvzqrAzFpQTwqOhg1egUBYTyJrxkbYj87ATD3OpzZl+S27K43b83JMPPV4OE8T+TVyTBw+EUCSlygUj6a13irlivOBQpCHt8pOf54uy7znl8QuV/gccaSWzqeElUnnOoEUPFc6iHzymc/Kna9wLhRG5ioMFrirm1noWzwXzSQ9tR5p1/GX+x27JORt+rwDiJZOsOk0BnHVhEq9IBEnflqgx9JAJRIk7lPKruBmlrfO+E+/NGy42i/HKGplZPZTzCtu4el5OU2k9L9B7s7Vz+ylzeH+1E5n9JqKxfmxKSXfoN5wPK95URBIC0HhIqLifaM/sYJEjWtDQLOSjxW+dYkXxXcunQ4WO0myD0jbnveVmhz5mcWyKSaxABJr0vWID8KxHHJb7jzhujMwTn3+Be2wSSvXGgjZ44JMRzik/bVZCLSVjiZyt3MR7kVb8h2Cf/GhH4c+HWClDmvq1ulGwFmjtvDK0ey22GfLaqeLk4EQnBpjPq2S6VaT/+mXB9Wi8+Gl2Ickyqm83Mkp0vYdUxdhN9L77k/sh/oTZscBBBQYKIV85kEbKaVa1bbJHqVC6CSS2Qb1zy5JnD7c75KdPWi4e0HHyVUw205v17JdXPCTNu9+Lbbl5UDjTY+vnKtVCR8blhJGMOzHWVtYKl3wORIfNba/isvYktzCx0LmnAlguMWK4g7XuPataQFX/d/xS0ySFP6lCagb+FLgeYFzE7sxTBKgclHT+NtgKp6AJQ8eSMjYFhmLm0DKn35J+IbM4ZdvJL9YlqNHzTBiSEMP8cSkBmHO57P+CYGgaD6zk9t+ydY86ch5IUonRSytUS+YCdq8UHQn5/bhhie+gkuifletCFdeYhftA02iaPwWyoshgJAPY7Uv7sCQYmPwpHy93aDH11kekXG2k+TkDhJtXHCqOMem0dPQcyVMs+JnDI4JyUcbYVIbJANP8geiM+nqYSsvePBMs8S3PY9c9T2x7VvDA3Y8kvZwoFW1ZHu0LMKymt7nORezQqKbylu3/S+oyVEIT+oFbBUSdMs5EREUUgFPqVWH/nw+Zz/xfc3xRMJdojuhtEekQs2nmE9lHhFRAgqCFQv6KyctodqX8Lx5ORTpwywuhcIfBP7pEIi3db0lZa9Q5Rmsh7dIkiE+sQY5g5ROos0OX0PZlvvlfhuy4wi8sdl10u/rZm/dkugn9epTvGmZBxtCMfiR3jNsP7NSQKPkGa4I9eZkUAeJUcUUKfJDYTtASV+KVfcDoqiiFXYpBpXdWgT+tw/T5KVJoROIZPtD+6J9CCEfR6sjD9US3opquXnu/OlXMJxhnPnFU9xV+zNETGxRKiOM0HJhG9PxhI33j++3xWEh8Wt9XOJV5L5jfxOI9ZB3CblqE0q6Pi1w2IaWoDPStH5/PRo6mtafe0pT5ZE+5ggNM6HPU4W2IfVJqQEfP0aadwH0ch19Zb+NAVm2n6CtSPSOQ5R3jgdeJogS9amGJvA4x3kbxfBEUBBlhaudpF7ZjxK8UO8h8x4RlVNGKY4bbSKtwwQCogFs48F7PkXEwQiiNAw0qNAQh0pgyq25AIhSCMjus8SQd2iS0d9x5H5P3qYzRNDwwSU4N7niuRZXrqyQu2PtRUNxtTEUNtRh3ufcsGR/amgjXE/VCzNZKI2eM6INkSJqht1XzN4FZMa1pOLHcWluBk+fKCNNMxJ9wTjNxPOSxRj4LC30cPMjxEtVep5So3PYlclos4xJtGrt6WGBRmHanxsyHzwWxhT3EE9DNXBe6rvaF815n6m4oR2AOOH9OoMpwZNU9axnUJzuaod0hpymrGFeAIcBREBb91GQdmMCh+BmHznoYauxmROywiqmZsrNMGXV1A5TFOzwunHgA54NXQ9ZsWRq51JCnwxYFwNDkn2cz1Ak3PctWdG3Yw0xxXbKJQ4V2DqYfdvNEE0dW/3tRTllesFOXA4dCVySh7Hr8RYPqhawB1AminE5EVqTwGJvJDoBlnkKblHwh147pLTky3lbiPGeUCsub3iRLOeQqcGOt0fM/zgvAAZFOWkoLTV3gejlA6mnc0worSPBIRGyoESSISeEAbZTGsjs3LLBANWU2TLAsRMAznOE0X1GdMbsDHFwSCrWdHfDF5S3TsBRi+zUUyRnQxV8xTOIKlWIeirIAOu6aOEFmnekn9bneEubTdAYClS3c7eVM6dOllpaF8IXZ4CzmSQEg7MJRmGDM1bCP2xUdIigWeRMKVChKIEgUu5ut/moDXQINSxHOpwNTgfn+twfEdhTnEMHErrJRyO/B/MHYCmU0/EcspEZvQ71Yfuuehh6qnqG436CTnFP3D1Cjq/aCvI6abxdf167TYVr8IIOgEB+zggAiYWSQDR2bPgEojC2YfHPwBZzLLerejoiOxJdiqrEaUHeUXHCqadAmw8d4iljk3DSKVm6C8ZZNjS6xytpojjMSYNgoCJ/PnNLXuP9LsZgyTI58XLKIza4eZKjnvXx9MlKwMX3lHUFCTJR9nTwNMWmliOwIeUOD2NStRHVMOWUKvNTPfZH4LhZMbAuyhkJeUJ8kocBzEXM0nXtfaEPZFiPKh/XFkfUkPn4BHMYAUTLp6E0IWTD6UwBH/RYZD0LOH97aCfduSCb7O6kXEKx48lt2HuJNtxYdGduT+qIoTlEJDTFo7yI6N2huemJ/7FXjrSdvWQlIBrqgS06BOuwZetZ57AEqzH9E1T8lGpux0cdXnI7SALBB9t7Q4Qrb/YT/AVVNAHN0tJYDZoFFNsBJ253WhJXX6zDdmxlhQqkDPXxDCVkJxhRPMPro25PmNjBzmzqttEn+uvPzdI4tgNRg7DVp7sKr1VkCt4UeoQP95hk2LBvej2iNDAFWBk6yIbYGEioN9A71aouqiaKoljt4dl5gAPYGE1pZJIggS+AcDYDgsmUrZLk1FOgJsjq2UgNGXTZJ4EzJhAk1Psi6dR3cSXDIq+h5wDbMTQM9KzA56hjANx+C/kFB1KmMAgh0xUIHVb7fWMUnAq7OMinto9vNfkfegEdflQvLER8tzwtB6vKgTL5hHabNy5eezrvxY/PWuWOLLJDysbAQAcBzYphgQA2lEhbctudEdsIh7iB2ulyhHqYSJc24AERMs2MPsJavltXIUo+FV4wpxMFkTNBJJWAsWf4D2CsPdHX6JKv+XjSELtGTZ5POh6j9BCB6EHfYkDhfB+rWRfHyPR5WsFSMHV2NNjTcwb/EAgFh0jK8OsBzUvv6pCswIDYNkfZ1SZFpB9JwDGaYtPUeQPXvb2BSUBde6BnDrnOZgce57AqGkonO+QQVHKU913IfGg/QN5Q4XviWYmapGho/Gkm6KgbmvGNQ9sMfjy50CkV3V0Ml6WyheqxKvNbEPyh10j2uy8YvcBFCsO2gjMeHLDPE/P8IIt5JvLIj18CVSR6Pmx/l3vNJ4cb6PGEWRm+y1hmRmX36EY9shOoBpQOPtn80USPtUGmU0ISARSM1WnHAgSCjILCe7SqWNZNIEQZ+mM0G3SZojsvjZEvxjZDyzb4Wf2qm1MX6oXD1s4kUCt32mswC+/6XVhC5yA/DG0ktJAppl8khlRllXE2JfS9e7Bhm1jrOkHbq03XYtjut4S3QycOg51shyqj7ifUK0M3kEzCHnPBqsGsDoENS4AyrlYM/TdrZ4i6dM0kIopliBlTh0BDC3VMherHeedNTZZnOh5CTBEwekixA8DB084wB7nxwf7Qa7DTLP8FbYYBGylgnaSpF/L8oKVNToyRUTo/YX/TsT0ArOlpBMYNtgfLwVh5+TL4Nh+jrIwSAqHoYsEsKqc3oK+m1XCz5IzvKPskozcjy5n+VChzOtIMTdFXp8wn4yjUNC5QMqKZ4Vfm5KQnw9METaEVWtNNazWPHRKj0kPBckTQHbMbaOBw1aoPyoeDDqgNF+xPwEtmCBgFvIJijppe5WuEBAbVAK0G02kZcleiaaWmtVU6/i61NDycphDVYeiXPsLj68d+Olf4AcOJPcibSvSku4IWx8H6QKIoobaCBgLNVN+C4A+9+gVorxeO7iCgoEBRnBUYqp1n5AXfb2nAfYzVT5ice8XSa0J1wMHTSncggjBLA5j1XCFsBUZjrQz2ZK0dutEyY2l22gvmbeK/4gy/MKjxHZckXBZAKV2MzdBa6yPlbRojHCiKAGntZXlqWa57fLoPeA5zijLArgNDf31M3kXyk2EoyrtQRanbl9Zy2n993DB5BokQCuFz5suIJNyrgby+BQp8KCTvm2Dk0jsaZdljNlibI9ms6VbDGeyGUPvTLsY/wvYFZGxNeEyPJA6f3XOrLSkznAj/ccwYSoXx2tKn6me0sYIIa+xIISOf6Gu6hLyAZ1/sI+hx36kI6zbMnJCwwUCLhjPmWsky57FVwEa/e6pjFwAWhC3225mETtACg1hzWgQBTOEF1sN2b3MCQj3FuA4Gd/WCslh8BXOKfOqtUtwuE195Q8duYM6qz0A5VjIN02VAavgGvFiFs8t9opahz08GopDmtYX1Ff1hPOxCcu2lUO+VaTBGi5O57/oorA59n91iwfnjSCLsdmUwqmpWIZxn2WAslo+u/HSP3faWrf9kfT+XHNo/k7Oy8Xw+zedjySQpWkBhyE0bmwaj8fl0LMm202nO5/vjaUELC78rTNgEkyldH1358YATBkJhpqIvBAQOimF9OllGGI6O8/0JkDogx7bH03k+AfnyNU2lwF25IRzktAV21VrUSOy5cWjQ1FFavAd/gBO+CVgXDjU8PJDdcHqFIakaYoXGJIFAY2pP4D37gxhiymIZEffwD/HIUz269dvOH2gExolpi7u+oPqWTKyeATKQAqZMq+F4mmoy9CEKJG6XwFp8ej/x7Q0cpzqCil888IAJIcEAU7R9g410XpGjNqyn+jZnKFyyqyuIMNiDKMrbocmtz1Zew6kjY4G+slQs5Efrpf2+iogv4WYVviKWYEJ9xcfTJYY4XPAYrsVjO5/rc2UF2enHxwxP+gqhZDB/xlHkmjcQG+EFUc6oNMuGo5OKgAPcNxEjjYXPQmsnmh5IR81VF9z57fqzXMCoe8RxTtPkl87ugOLY9QjsjPDDSMizoKbAKhn8hGcAvo4VRWHJfNfKGnLoEoFTXzQR1pGeFd32mVfKvYOmftdCp8lLa51myfUVUkOxXAnhXLQfngwWnvXf7mIwtZ2d3QvQUaBoGEBHnqFXoTF4IsNadeyc7jAOY+MAFfL6v0ucQyEN7FjpiU5ph0Z1GPe59knxrX4MGwwzS8S3ZReRdG7t9p936eDKCHK0LUSf2akSe5pFwtgjasWPgz6xWkh4P6FhyGYGitnX8pG5mM9pnD3IPDpWlOfbm1Y6K37O9XyYnTCsHesulBussEK2GfR4uKJgvypMsN2LrgmJ7/pf4W/jPDnSXJ7aaM3AMGWfHqmuIkcJrePV9lz7U+HKaN44U/ZWJCsdqli0XnGkq2MI03AQ4iEPDQRRSfCkK34u5UpLv11/1MUIDy3c1WHSav5ZQ/in6dWzhEP/Yhnh+o+rOO9nbsWLoTczrT12o2OfUNyQLt6vLC3EX3XtAx74uetsQDmXCptGgAFrHLgqWEV42SKXmVR2HW8txKV6WQsR0sxTTOV8sQmrdsKUCZvsoI7rwss6lN44hsIUjQB4rx18aQkth/X08Op5mxjiHv/uxGodjKOMjt6Q3fyoPguswDwBCqyhED1P0IbA+26a4n/elTZjYTX8aMaSZHlqvnDrkA6uDEjdyOM0SwkNaRvGvT9zW+DOopBm+1+Hx1PSeeRKI3hkxVqqcvWz8Xj5tAY3WUsGBAj1Q2llT9VFFonCXVllRE1fB+7eq/DgV44lJWDngUOvKaNTrkHh7nJoeUfmmBEcm1NeMoBMEnfAmY9VnFRTQg4gb6DB0rbBVvy8OJc6I7hQTpgSFgRrhabCtTl31A1O/uddSY+VVsdtLVqzCiNnYM6q6FnMEzjKWV4WebnNi7zY5iRzAAFv92ecn+RlTmfd7Dk0pUsqZy73i3wvrkUjikhPBhfvurVPwAeRdRF3mJ6yH4muWlB577POuLcqI3usOnzRI35Rnxywa7rdm9JgPQ6X+aaQzhQDTlM7VjnNz0Y96W2Zt7I7dEMD9mt/A23+i2dWF/HtF+uq9frWr+utl/twWZExPqlfGI1JpvGDPI2F9UQSobCIHlgVAZtuFsiz0oSPutBkPC0PF2QQmp8frlIikeq5Xo9F0Ny/B/Hx2ZNDOo/Kq0ozwgdkr9ut8MYYSm21Wo0HolG0eU26DeOGZgaAtme3u/zfej3S/na939/bBAGSsXhpW4IMGWPxBSnijR0lt+f75TQeKID3iifK4rFtR4FoPl8i+55ean5Fw0/HnfI/P+Oka2Pm749tYD/HDJAUVd8hORMte7cDGiaNxmTMAxWTWW18BNarAabLOWR2+HxIb/f4v/MKVkdz+uc/GNa433n9Z70+ffvn+d4jpazVL/2F0adQgKjUJEEUrQ0t2JpLmwlpynk5b+nRKvmAJQ3MtCD0p9Fe0zQNfSl+hRGeFM8+Tky/PN95lbwdaLhujIeo3preBMngbA6QQTHNzk1n+PMxPr2Xet7Clk91OTe0QXeryf+lFzW0vyJZfym2H3/EI1RK8OVtNc1VwXkseQpND60/LyOLdZDwWK+fltskYQI6iXls0SjVz9fM0qp8yWc8tJy/Zy3zrIYx4ChRJKF2HrGrtYQ8mtFghIPwETfU44vYcSPA1SCYhrUyHULmpin4b73iXVVmWZb+XdemrMwLGlg0pxLxmblTlg0NCPYZODNGgwCoqVmg5CHAiRiyI9qFz/6d8hcNVj35PPsMyRzCxJ58ldgm1Tb8HTCIxtqBKYJ78GwvSuzAzg7/Lu62fnjzm/7XXtnheBx6/BnGl67pp69xxLeY+vl4yF4MP2NMviyVjpCQokjH+QmCgUZDLcQokEAyY0fTzgNT7Bgp9VBKe8L5NfGdbZ/X6krL2Hudmnxlb65GYP5qWsZmYMpa1rvEq0Ef4/G6XDrODY39773+kw3jAZJZHVj9wwvX+NMXvgh9h+kwJfLL2ynpQdz3aMdirALMFp2sUbLYFyf1GHcNoZ/lANcL+KbDcZ2ZGt6lcv65OXkyL3H4TPJU0DpTr1STX3duFMF2WW5XBlbixb4snHWBbp+HGx7735u3kZPbrkdoU+T1l2v4zuuZSP7soq/bjodD8kLD6jvlMCCGD5gZjcM0TuPpfD8j4Q80LYPW4aF2nkypRQum9gOR0bNl/c/XoRokzujzAMPUACJJ7uvkbQR3Qsbi7MOdZUSk0mm+AdweLjxZmkUuNvu+u1p2ERB3Neq4Xf/Gy80QPpS11+D+2evLkW3PjW5AbL8gUUiMAi+FpKHdLYPtB+8fQ3c6CASQDF4MsS3dRxEAG8+MQN0WvcnsRvdnZour/v0OJUK8she8FRbJKdAj3bMVnBasvryMdvdX9iWtmV1+EIxZES73CVzfY2oQkK2GS2hpZSHV7KXj8g++evn6bN3hPYdFqLoGK258ATO03Qg9775rWmyw4wlPbZsnHVt5Oca7IBbCn9GeuV3/9Ly9xnb/S2KbwvsLb/+m2OZuMsJOS680AUgdjjb5AIm13M/sM/Fg4gcI9WkZeG6E8PZ41+a4P1GHWnoXvKHb+ZjYqRWhRSXU8Q1RPxxVQbiJMDUhzLgRuYqoG6F1phOUK4lYCa4KLOXJiZBJbExGD7PY0qqFwSw75l2+huuHZVxj1B2TyQjvEIIv9Numi6FmQD9dAa+VptZ9jW+SzVpD00XQyltrNwIbg5w/IEHjJOaWtW+x3X1Wif+qWP+u2GYgJgHRME0ndkGC7ptKYOocs2kmAFbgWKLlehZAlPBUg9HsPqylf2aWJjl1w6DXkGunf4ltUwP2emoRndA0LInAsgUabh4gSagHgssF0QiZbeoRRl7T0fFjKoLgtBE9ps1wvxzHLREy8zHfHRcIdENCbDkdoReMowIS3sv9EaHqSwtMf67fRuybXUV4I4XVVlUZ+s44C7HTjsmzF971ZtxPlZf3NRyDVT00nblN0/7tsd0/vWwo/v2x/f+z9y0MaWtd01gplosQg1wk3AQKGEKEBJIGBP7/v/pm1t4JAbG157Tf+5zW3XpDRGuZrNusGVkn4Mx6D2OektkLwWKpijfUkMzTrUgDp1pxCIMV6C4Fo14yxms0q9nSP+fycDcEfh8WtEgbyrta3OEPgWOD446boFcKUXxn97JwPLEHXhx6gHOD7sCg1B02aiEM0zsf3QF7c4CmH9OPlb3Yof8PuYlDuNu9eCW4jm5cPCgtgCCs5I2c3Z7yn8VSJvdGvV2p+ttGVq3JNTaNXgAfPxjeVs3ID9dOtrk2PBsXG2u0M8qLURPycZPax3P8A9sXzy9Myt+Fbc3kpuLZIVpvwCHH9Fqco2zeNCzpPaojGJtRoHnk+4NupTv/bkekjGvLDMreVFMsSN+qDD8gxG9zsYMGEnLyYmYkiITfAM156PpVnCm/0RGlVmWRu2gfVtQU9fBg1o5Wm1kYGox4l41jGFAUhmYayDp4qCzs+kYYRRvQPs5mxcDgArYNWWW36d2JjN/a9JDJQMXA9/c184BeWq1cXZtQZso5dg+/gp5v+L7T+Ci4/9rT/A3YfrtN/mNsi1hKxfA3MUXc0ROeIdJbq6DEPY+kT6jpxTOz466IU6z8Cw1G8Hl2yHVzm12NK4bU/IGb3wJUVwglNfL0B8mW1nQdqTBmw9hzv8fFxw+DF3pn7BtFMbdDrN9ZopgU9mE0TCcDNP4OC6M4EZFT2GsdUNBXOKFvVlxeEioZqw8TA26MvjHftrJ5I4TlZi5noacG7QVeMfJBv0IdRWiprkA0h2un3Yd/wMjPmE1n2/94jv/t2PZ+Hbb/TU6uzFnxhLfhxgOchr2yki4qm4teWW/0FlK8tlIv3G43m606myh62W5m/2a8Db2VxaEB8kfIPrk0sfN0I1pDOo0/eAH1ds7c76RLVW6SD7vYN+Dit2AiX90FsqKBEXzzEMUsuXKotMeL5h765P29L/zRfdQwa+DnuAD+aAfOvKkJrVJzvMZ2IVfF4kcvKhuNcmPfNIDxWdA0jN62ZuKygtl+bZPxnLwZWKPIKMFgxK/koP398ST/wDah/H+N7bzKizG6zTZ6IzGcZ+eYNSh3N4pizZyupst5ENmg/SdHv2v+czYWryOTg53LUbYU/LNsQaqATJ86yRunBiVjG5VBTfkUoTO931BoGd2rg9UARrFuqdkiOeiVc/ZVoS4TbMCoN5CDnbeJuO1y262m9lbhc4S+WsVhQRFMzITqmrv0w/UDHy4h8ONyoijYgDg3DDbrddMwacWHywVCNb1AyqONG8yKFXe1XlRyH0/yv/N8VtgG6EhMi/G9Xvkr1U+Dw8wR3ysFdn91moF/t9QOfKToHt6s5aE8ENMaP6F1lJPSNVcsa2AfJT9FZJBmvEJlKaplFF4C2HX+F1EbomS7iP+Oww4Uuly8sWKO/C063X01A2sQ27Qba+y26J+9QCbhYBq7DRpt9P8WrSVrB2eTkjT+q9EBQbYAE1CQ3WD+6fAe1n47s20HfyZ9pO61CTg7+01DT+Eu/Ioo+2lyska5QAiZlrmCCltwTgZ4TYDNCNvmJsRYRwuDIqxGxTA+WKcf2D6GaXlvddoxP8/ZE7jLNYCYJsZXq3O8+4HGt37cn8U2B1pKAlEUjpKvA8uDMBYxU+U7l9db1UrB8J//RpDSbl92mG+hjt+O+P2pQyYjaMs7wBYE2C6YMAkVwWQL03dY2u4aazTSVrvmBgN4IXxWMozteTK7LSuz2dey1Asz6Ls93c/YpENH3ShRMVW6A3zBWODgl4ux5ufrnCabWIiIkBwUFYt6qVzurpinpAIMnQ+q6V9/sk2EVeTkjNvegu/4QkDlOzFd7QzXaWqqr1nibw7DiW0E/yC5RvwktjU7XPR5T5mqsvaZFWJIKZd8ppLl7Lv4L+RNkdmaTO6r0d6qst6mXmnPE/USc4s9tNl+UiyvpJdWKNuSg4OGusO8enpwDk4lFggzt/DWxM/JGL8Al42KSZOdZ6Kh5nBEbYT7hrIMXTeMBabgmKMj1suXly7z0qA8bmS0rO+xXVgRjxFQ80TOnyLH4MwoGcly+SNs/8XYXgcx53RNHMe4VZj25L312ve/20fXgE9y8hTzNH4vCPx/hO3yUQQ8U8qk+Gjw2bNqjUaTr+VtrYZXjWqtIZD8N920Yp6pNHtpRWVqVxkd3CoiLKprM+fsJ6zJ1+i0laAbYeGutZctXUMbqJ6bpbhYxpB8AVU/w9nPco3dSxPXiFp4GMLCYOeUqfVpHwKw1sqYjzUK/t4GWCu8VBiZ7GXOaSbRUC3L3khWdmOyetEcipBKgi2WE40veB+9tL+2l6ax7Xub3Qb2N7uXF/zly47v67ON30ndpj/e7cD4xnB5v0t9pF/HH+/xqc0/i9tqLFXJa6f61NqEu5NO1E5aUjLcPoi60v7f6KVBWVwIrqVsPhTvvbyIFWNeFY76mLqPyDTHvngZJtzOEO7gEyn1NzTyy1QiecNmgGye+4f1aLKCz1ex6Ox3bh9uQwzrrLcpYox1lGDSh+UomGYWZCeGw8Ue4/LiW/W2TP/ieqMkSo0ZoZ5XispipCSleFlvcRPzxcJH2P7Atu9t4XX7st9s94IP+r4DKqI/ttezZoHp4fzIjfr2fXxL6vPAPD+9kRTgZ7GNlBvttArceIz8WTT2ku+3O/15DovMv9GGzKpOddlHX6tAYV3iw6Q36EsI3dDyJJqg+W1OIA6zFftJ6DhMth69i9ztLBf3+pncL+hA6AkzbIT6fReOSnmj3Ns4wi8HuW1L+dYR72z5L3y8hogykxB/ISdnf0EkUctqh7NAnBclCZfuA10QdMpeFquw2Krj4/zV2PYQt8MocEaTZ8dZOI7r2M+O7S3Qx8V5nvG1g77uLH6tjrx3/FDuk/4Ij2VP7GCz2UfeP4nbJWmUwRBzb5fTa9mFUsXZIM/Ybl425KLuN2zkbfYkcHujf74JJj4/2RLXzsoVhvCsqIujpDVqzaohUjCmbHxheaRRK9PtGpefLOpgg+YmFbHKkNpaXHEaNVO19uAPbtXQO5NavKznfBl5DKWGnK02qMCeqyjjkou/omIir6wrFXFSyYkPd1k7FyUr21pysvCxLfIRt7c77EhbhonKtVGtNmsmKtjRFLPTGkW6arVmk9pL5DYep8mmWWu22xY/0VAtKB7UvGZ8albVbHrbzX4jBf3P5+QFxqSm0MpPRQjlu1UrZiM47N2GMCuNBsbEIIPmi/8mchcT+qksXip4Q41ZZuvlOEgyb5cgjQsJbeuyeU1YxQ1F3dRm4zqvutfyM2U1rYVXiKKy0aV7V0nCfFnzctRAPfMxlv44mX85A0vi9nYL+YM2okfb6gPHTavdbPSnTbSoANxGw+rHp1mrEu7APE6zrW60+rgk8BO4IuACgM801Gm3qzVge7dRcdvH0Lj4nV5XSWbMr57YqGw9PeLKFk+hvziAo5V8bO33G6OQ+SNMij/Ox/mF2B7Vav3pSJ9+ny88U77fP7lpNNUfjuQTo6nc1Ne3yT3UaVT7QfhubBekYCzmzg7YHwdYsJf08DfpEOXyPWyTpFpnWPmEiX3pA9sf5wPbp9i2iUuE6WZTRV0EbUTt5rTN5Uk9aFKnPY13KlWIZqgf9dUXygPoM+pPp8G392I7R/ZVofgq8JYA4c1E1qJzudSCNhYjDpFZKqam3v4hKH7E7Y+T+ZhvH+ttYHs9mk77Vu3sVGujhnrPZOldZRldbYyw5iAf8ha+qpmWVZW7p7+2P130F5t3x22BZ8189SOY2B3ZDZW2+UnnNxD61xESXLOqfmD743xg+wzbfavZR+XMfhrjL6tnvrDsPjvNkfpU6pjt9vm9UG83+5jvvBfbwhstbHYXJm3i9GUmZijxFwSHlxOLPNBKNh/Y/jgfJ3OWk7NiRrOsKTl1Q+XazMktQXECZTbMRo3GOZL7/RNY81ij9mi0Dt4dt4tl0DGiV1P0nR5iUz44lzYLLDj7fSOXzsnXh23+A9sf5+OcYdtfLNbPzw5m3Lb9jL/O1ObB2/RB5j7lp9M32bjRSd9iq6/E+tfiZfNTcbu80py29HmBEFFEbHNum4rcMCpwq+leGhwBi+UPbH+cD2yf98nNEfLyNv7w72gKGTIMw2Qk1pbxNv2FGqqzpl6J4RBSeWnA6QZaLF5mWf2RVesH78Y22uSw5DHM8yO3GLWKrGaXs6mRmQmDTycBNxazDrveH9pLo6G3lq7QjBg1CxczYUPG71pFsUiZZLVHo3XKhcRiiI6rOI9UhG7HPbqSIsJUMvIAisuuvoOYjn9A5L+PbWj2AttNkFGatXajBnS2G43pomnKLWqQrcZgTZMGc2XDqOKPHplN2xaZJEInMVFjs8+m63I8pPcC+phge0FsF96zv5AXD/u81nHIFktvfE2ptz3sNrZFQk1j5CNv936JfSF3Mcq039GAyMJiL6Oe/3QALxgN8tSKsopWLhuVcqVS4rJGMZeVNa5sxsSadaVIhWOhi5WUfnm5JIpLOTDX+YBkvpD+bRiVbHq566JeWsEQyjvvB6p4lothWSHuFUUdlZ3Gisiy8jtVMtp8oCRbpznaKBbL6l8A5EJluRiT2EpxgxKUVpBtDLn2iqxqNv+xa/KnYBsFc3tkkYrSbiN+j0aM13i3bZGjMuKtfRXG9R/erF7aDPaW1UYI5/3igxa75Ydn2P4huURPwXLnxfirKwAYXbb2FEIiz35b2PgVwQbP65obQWrFVBIRxiQ4hB48rYu0B6iMViTNbxxILmRzxWkUQtBhs/WGNdk0F/5ZCdOBPVmx0XpGTp3oM9eCra3H8+YiDO2M3ki1wtA9dfvOXValwVDSUPgV30HeLZuvkedWLpf1Pg1+QvAKwXalwQGFI2sQQucFkmOORjFHalylQR0LLocqsURug5ZMiezVIq4/JqXNDQwsDPMDJJn/+I6nwjYG2X1bsVH6JKAAy3zjSI+tr14pXsvIkXgd81yk5nammteiGWzymWZ7FCY5uWA7/564mivQd1dMvmD2Ja+yFxcyKZkm4FYNOM9Uixr/+liHfbQIditsZmVLUCvfuPg2fYGPhT2RDfyPwIQdMkhOIcoKFOPCwsWQkixo5HIb6JeHEWC/j683kCk/cEJX4t4HNFgOQSmrVrawYhaeGvO9/hWVi7nKAloYW6vC/DwnFxDarTRXgk9cUvBbKgnn3d1irRbC7kx7SlBcanpUTbe2tG3kPopRRnZTKma0cVhBrgm1TTUP/dQ1/hFWuPCtzAQSTv9GNfbjZP4nuCsa20CxdWyIm6oX3jjOwDDKrjHfrjbVzJsfq7siGX89GkfvfPQ88sMTbOd+vF+dRc6azZwYe71hEAjLXOiPBqJ1ugudpkSq4r/3JTe3Bweio1OKHVKIeIFwOdqDJwPFFO+wsojDqn3Y0DlgtnfZDqha0cEVmVL5/tGuZxSNSs601ge/oPLj4IXKqJLIZ8L9dt/IKk8RrMcGKt3+XtwuT3wAs7HFj1I26dpJWamyCcsB2JkYGSzCZkuqcnaRHdS2JtbDob5U2VQaAS8i/YD75CEk2FFQZWS9hY4pCPAIzsVRtKtmqi8A9toMLbO2NvHF1c2HwPl/HdsLhW3SRoUMXiMnrRmjHDg2hUWezMBMzLerKZpKQ3gq7UvYdvr+9mexTWBni+VKXj/Fc1J350uve29chYZDALsCjWpFhcd/H7aLGRtqpNz48KC6UGwgqvKb+5RbQZANmWRzl2t2WOAHc/Yuf85KDhpoZdXpwyUmol6DpOdYdWGwLuUah7V1WIs3SqkcHShdLnoKvUMg1kjf9/EsGYEl3klGthf5fqOAS1rPCrxFWKm4a9/ONSh1xxy6tLBhYx5UM73QX1QhbNz0+Tvp+TQoDU3PW1uuYUMzIzQhYu71pOa2a1gxbQSQYAsbFHEO8c0q3vBDnekPwTZm26ibFaKrakot2G4mFLX4WKNGHN6rNU0kA7Ybp8yVWoM1uL85qbfzP9PryipYZ2MzvwsiSOwgqbtSlMz4d3pp8eO6h16Z7SRIk5dBbJ1wzatYq6GhVdvta4rVXoQX18LM50R+nGxZSJWLYxDjcimEJgsiMYKjIbIs+Ae4+2Eh3Ddlk6wSHPrbqCzyCt5mclidKrjmLnTOjZeaAfHDaqUaNPLDdcHzzEbYKLvrjOtC79zqbaqmNyzg5/Y2jvcyKVmg8diOuTYsyCYXc6Oo2RhuJqWtbdZ806hU1nYmGCFO16S2KaFcaIZVXIpqkIKvwdwAzg4fGPkP19trWEIuFhrbGFovpm32vtXWh+6UOanmmD796dnHaLpNp225f1t6brIeNsIjOpuf7qXBXiBfwCkhLayUs2+uImfjBluFLXqF7MqvcNIoQi5NFjYlzgaIuzUKgqNPVRweVpVCSUw48xQYzWWhSqx2M3uHVVkZeKL0RdzWP7C129bw6byxxVXBZt7O+wR7JOuykFrd+tZufap/dEkvrbqBDNsq3IzgK1Ash9VFr2L5cA8KSiiis8OF5ZUysxl/KwvP6k2i6iS0HXdTjUrNkJem3hb/AyOjgLTDhP9BYeFmzJ3jDPeWbKiWV9CMdkI4g1Z7kbeIEM69ofEBkv9sn9w/wfbCnkKYQTFV7ISEMhWaStI5U+87o+lxY2wkozBhtai/8XEWz9PnrcI2/rx/BpbFRMtdBWG0idDRmVjwnc3lL+6EZrNmzwup6hR6vbKR+RW9tDLTb8oOV6xDaJS3W3OCTbRwxATBP0xKumudFX47ldFMzgNH4a6npkpsWUfiE1TIVWorqqFC76F38PO56u6lKnoP0DPuC9EOuYFFwdRC+Qfz7VIo1xt3MvLQ2F413V7JWqPUDoDzTG7iIOfOOBPOs7whLi6L6SiwepYFS8AG3D8LBSsQxScDyboJp1THQ4Ye9XpWzxQBpnLITmC1aQZmqdow8RG+8iMl/w/PwNZxL20HB3uMiduy74W/Fubbz7C+qKldLw7DLL7iyBvrIQYycTyfGaZBUcGaCLts/AM9hlRmjqlaYx3n5ILtWuF79XZZKBOZKjWL9kcfIM6bEHmKOUmGsyfo7q1EBEruue3JWPbfx20myYzN3mFTMXbbxQGdY+yZInkF6pV0slEoi791GSZ9mLFTtq2v7AHZUShs9gHUKBYrGn5WpcVFddQKrg0jig+XNoeGsYvwj82ut4XeYZ39AXcln8mPtk24imxHtP2ywoILwyLYgA43Bfj15v1RD2pSjoNxWGEBU8FaMLICI2PZZlBG3MbP2VvLRamC3NvcGCN80izSvdtBowLVQ4lo9mrZkZ+fNVCimzQcy1Q+QPLfxjbj9i6E7goKaSGixbw0oa0I/UxWt4W7Iig2pbVWbbTV8na73VCVN2psS3pqio3eaEN6NOGu/BDb4rIDgbQRLXFPNNjEGqygxsSFXNqbb7KL7xA7/f2Cp2PZ3HAzxVzs4d6FepkqiIZ12DWLhUjpF5cmG9Qam9CiYukWK+rb8AWRvaCFmdAnh1AjBdNgN0RXgEIJHblKkY2zkFItyNkbZfj0FfPm1oPh9w+xzSp94nG2BSFlKEtaCOAwV1pBmzZTg8a8W4HFX8ke8crkbsJoBfsSZ+GHluFVLY+/VcupoDtYNr1quepXkeYEntlc+64jtBkjH9TymcnaC4xiL3LoHWy5hQ+I/Jdz8jS20SDr25JVj0RpYaq0FqZaf0Hl3TK4nqYTdPVaSTior4o/hZFaA97T78V2UbW5CVek2K49GY5gHWTPfDr6bei1k8uI0+URAj2qN3p2z99tUdkfaJWb/wV9cjwuvucunO1Cw9ztFoZqsGG2tN6PSP4sY0vlAPxa5YKNnBxChKXGhDMxcUhAi2CztxtV2OXu7EJRoGrvIvJ94P1lsRFHIdURHhBVeu9d2IYFArgraOcB5CDhypQAHgfVCgmkTST6RoU8unIFZUIV3EGSYaoNijKyD5HPKAYLB960WMDwDIpUJgkqpi4kMBvLFKtVtiINCwO2HFxMPsL2f/Y0pN4WbL8A23a/jVjdVMJoVGWw2Oe2sNSd4ojLS39KDprQy5VWA94djVI3WPI+2mojaiG+OydnwwyKvoegZyrqJlnP5ZzRpBXvhKljLl2vlwz4clN/lMkz8lDIhW6r//7XQqplY7YJvJpxCHIlorGAJ7u184qorl2Y21OwrWRAcRw4lT55Hnl23j84Qi9j0h7tpDqGEIx4BOUrenUVjDb0vIpiAGjuwkLR3xo5he3sd7kr5Jaym6diOOwYCsoRSLhlJRXYRS9SCOZF4adqDTegVmtRgZZWEisWpO7qi/Ixd0VMgAukwYKcntdNi9LH0sp/HNucgb2g3p46zigeZMXzbMigjZqvtBKa/fRITCXo7Uvz7eli6r8f25waQwLt4NQYR8oZDW+QMmBUjbYW+mnZ4hHbBq2tXxoMtN4uBHGysqLf/b8fcJclTBKanIGF6Gfz2W/tV6hakVorqURU/2uF7QUBg2FXbx8q2adCEQLnNCEtZCAZ02N/zzpsJ5MJZF+5lopHB7bR9DrAPNvNvAfbgFmuIo1CugyJjW+WMKSlkRBdDbX/WtK6NCVRcxTKmgwJMUUkv48XgLxWRC0owimma7hgmkpwVbFsSvww97Er8gdhW+ZX5KzIbLrRiLUZGmeKCyjLp43jAndVa6zIZUF/pRZlgtia5b0b23lGTGMnxMzyWa5uAPIN5XtVOCIAyqY97j/kV4ctO1u1/SEo/IJNEehRyJx6ccBaGeyx84xqYsFpRAebTgNcXykHB6tQBi9N4TIPr5CMVNu4FklIJ1MbP3cNNy72dkbUlTFfs/Ni3FsACdXu435Zhe3cd+O2oC4n//oyN1aUkDGwCsiXRZycxDRpNia/okJJfqcZ1YTIq7lhpawifS6vxCXLilBusFNfkdBfTqzVSh8V938b2zIDk7jdbED0LAVO1RQbNRtnKku1xuhMdQUfamwnnFU+EDrofeilvTsnz9JB6zAVj4yKYk2DWo5nIQxx0dHKSWw5PvFNT/vfAjpbE3Eo58PY5xeE7d52hSc5GBxwzC706JsNoGDGhW+NgnlkCEzNidTOE46sUTjA7J6MUi5qiemQpQJjNYAdQra6O9TEbROctx14X7gsYChtbsM1spH3YFsbo2WIv4zak+W7eZnpk8an9zSl3ajMCVRqDnp7oSDTBbUkWpY/Wb3wyf8NI1fUfcyi7I8ZmmdeKuT+4sidPfnzw3vr8xPf4Prkzz/+ebKZy9/4iO0I2A785+dA9BhS822cZzXcTubZbJQtRtO4oSbrIWiWO6oHN9VNNzkLyD1s3o9tcJ2RZktX+rQMx5MP1E07q6ywjhhci14anrQrNLT5rHZhtvnvh7IFROeJUbHo4IXi1NsvmjlzvQOPBRDB5lloN5s9J0IXD8ad9iFEtj2cwJtlo5NctKOB7bx0uzBPQ24xPIR5MfbJgb52aJaB7Sb+Ib509pH6r5W314c2w/8MtK9O/mQz16fnDNZXVzdXPG/D+9PJn/OHewXu80+/+nniywk+km98/vM32CfncTHDCQPEbfbE28IsQw9Nk8+445kQ0GTKLR9blhp6s6s2klvjF31XYN7Gp76dYrv4vf40FP2raJrFkv1aqVg4kWixSVQsp3NnH0W47C/7+22FC1auMuX6t720jAVPg81hCw8+8GHgGbTbHvYBMgNg22iGslWKG3rMlCeJqtuiKbVqgdoHEX0AqZHAr940wv0wKeTdw7pUEiIqCm1y0zAY843s9zmnH+f/N7ZPznewLSC7usFR4H4L2yfnH2D77OfR2E7d8Cpup7GN+Ta5K8JXQcN75Ig2gxhl9vWOZxvzbbOmDESowyBzMlwNqkJpIbUcLXLRPZU8nTyWxea92Ka/JSiYe8+Qbm8+Czp5TrLHAltsYHpl86dZInpnFbHP8vEO7xgctv/c6y+F7VJj6Pp2s5yTrNboOf7CEosegrNizUBLmXBQxHuOhojbk57FgVNeuWnmM6OJaJeIcOtk2BiNqlxLl2S6MepVcr2RgRzEHPXYBzNt64e9tI/z/xfbZ+dCSn3hUhDf7/rVA3w6O2fYzf7o+13+fBK7L+bkR2zDV8Q0lTZDWyZcoqlEBQZgO1Zh4J6YKJArmcR2vLF9clM8BINOA272Nu+P2wQybPwmsnNxzMtL5SKU0VBJFzInemml4R7BHPojRXe3pcNPDw5C5V+kaFSiQzArVnG/LXEbhH36wpHMjlZyQQ20kTFwXIQpd1YjulRWPX6ZOel/CkfzSgAFj8N7ktdKVRRG+2zmIyf/3623s6/j+OndTzPyV3H21TmD6tWP736x3n67H3CGbWgzYCcz5oi3EY6lnHamCXFc1dLofjsJc6UfizPY02TDJJZwmI6wMRa8G9sqE++BFeJWaaAnDLQ8MWbOkAY7OYXt4yMUayCYDDmc9Q9bjIIsMFmsXzICK2ipFxE9iplwWdQGORp45eCmiStKXv9flnRTWsio4hdWFu0E+XkLtMqlQIs0ngFlvYpekLkZO2QC6kImV/zA9v/uOQdbKmmWXlg2Aba67eoXn3/SJw/cFLZtVNh6e7uh3jCzlvn2iacAdzxTffKq7HJzvt040TBuInA/2/67sa1Wt7EWTVqaPeqpRj0K/xULXL8iWXspvUcGevfuMKmxTw7WlxOi5jV+AZ9com1F4janQGU1D5K9chocZI+UV6IQvJWi6LulIjrjs15TEwkFuoLmi7HtEebfOYjBFVSXMKdcsz90Tv+nsX1z8ufqdUF8Uin/MG5fXX06+fPqnH+/fzIDO2J7jeB7soSt30u4K41T74G0GPlFffIquCvPo/fn5KRBAVXiTE35M4qgCa+cH/imZK25wgkCqpRccY0ipsgR+1mr6i/hSZZi3GYVbwsLGCo3J65zmAkL3BGp83n182QLBZh9MpzrwE8H7HxsXWgkF4NiPKwuaslmkZQpK1GkD2z/h+L2Wc/rrAv2ukB+VX+fds6zP0jSvzNLu9SKe4VtaDNw0UO6Z2qQLZE7xnY17pHFviINbeCrPtu2zu0IGqKPuP4JbBcUqizvEC9/6F2RsGnILDabSz3vsUANma8tad7yBdu9iy3rf69PToBmyetkYYwVay3+UKJeUj6OzFlNr4EScKmUCtqlYlZoXwB1UQVlMeYtqbvnOKyXIp5XKs4DSlqIpviB7f9ic+1Sn/td8+qf/H4/wPb1W9h2NbbhHvA8altKz7QtigycZ9nCJxeWedtSnPK2o+jk8RGvv1HTSlZB5Vh9mBjYYfhebOflpUQNztpoAfXQHUP3JlrMakXFmc6UMumWEwOj4WwnXKveH7arXkZJI/yCZZFizABh8z6Pxhf7aFmtIpxXXe2i4ngXT8J9XoR/DQFthRP7gkBdKKJShjO+Ky3DjNIUJ422kPkRd+U7+zXlpI4oQN4FFxrFgc0L1aVQFGZKVruGSxUgdUJRMwF5efqgn2m97Gwhn8vlEgq0/r18FvEAgdg54D5nFbqS/zkFw+z5jOsLX77Ie3LOvv3n6x8NxXTSryJBPiGs5Apf3sZ2aga2eLa9hWPDVkT0GPjG4R9HUVmErqKkF+zEVkRtiGF7jLcczUaUr8gCbBhyV6CXtla6K1g9Ln7/iXpEiSFKi1WzUpSInr14d1CnILVSamAEVVWUrV93Shpk8jsknouC21Iloyvksm7tlfQLc+2S9MeFjJ34AyhN1txv8RVR4sVxS6BYjL+6rLoX5XirhqS0nOruadWpbFGuT9lSJvOhQ56S3MyxeVIqfj79lILklxh5rIhvbgoFHTkznz8ruOcLufxVPp/7cvlcq4fAq8yXz/xzzdeZGPcx8l+dXDafz3/GdScO4amxtnzRj7DdZmJttWW+TR8w2+K8muYDTUZwCcvNlCqiydt5msmaiEkb37jexqexS+Zv3ovtgiS+WRI4Vae6oAGhnoylixhA0CkpZGVlZpUvlX6hvUe2wrZ3qaz0GBiG2e+G1GhFfsWY1RXKwtYsaTUovd9SkEsC84pckR4F2d/lGWQsPFMj1fJmEqmFb87fBHsTiMxZ2boZedwtLalQVMDgXuZ1vBZA8yJX+ki5hU2RMyqS1xRl7pUvlJBinUyPP6uTuzpyVQRu8sUyK8te5Lqk4/exu36d1W+vfxi342nXFXpAeB3z4K7ksvPDuA3dlRqwK38b1F2xIafSkOpbaTNwwEXuivxlpd3UAzNcD3CDKSV6M7UPxnWxxuLd2C7rJ7XOMw0tU2ywkXVaj+p/biHpTvNXXFRB8hfml0bpmA4VdUgsctItLuAl3TdDCxyZO4Z2co2p0MUjVxZLD0P+HbwuFPI/pfX0E9jmKoraC+uRpCeeSrLcqbZB5bvzarMAf1bKAArQaVTzPnIByP71ERvVTPb4XCIZpXhbSM2Xi9ijy/ElL39u4pMaaguy0zenz3VOFADB0YcaIL4Z7qIaZvo1b6ZKYHIdSebq6k/+SsO5eHWFH+w2+f4s8N7qpWlsY397PeJSZl8JM0xpwdnXcivxwFrRx3kzfQZG7b6ikzNb1+Dv6zl4rM+Ai8RaPHpXEEz7Ebbzsi+M37Fh5AxrgpR+HawWs0kPHkXZi/QCLjkqiCk2NqbOvzi7rMBGp6i8frK6S5ct6utOlnvOHG7lk6JN4aWgk1yVlPPHROr+M7H7J7C93VZLygEIrHSm2FkVvEuifS7UGE7kC+6+xyuQxO2SWriR7n++XMz8Ch2qP+IAdljwy2VzhWQSFb9zOpO6SYH76tjavkl/5l+e0xlYajKmfpzjd7+c055gGzOwvhYwVe0wai4wF7djFyBpm0mTbTRVhPGkaYYbIbLSbp/00kB/AczXW41t74f1tpLop+6Hd+q/ve4bucIFBFQnshQ9hUQL33Jlw8r8svxSeHJlXGSalYwKcGXLnlkmCldCpIE2Q429K/nJTGu2WHnTZlFF7MloNhkOh/iBeqDYTJuX8o5fgu39vlrkoC0P6l4QC7RUiPaCkfqVYoumr6dzzMWlO5Cj7JvUMfkP0UO5dhvGkbQBk7bbyl2Fx+CpHN+Vj9QteF2+LeSJtsLtrdxydzymyRfmuHfIa/l+VT5i2nuvT1WdtLmlfGXyrnokeTB+WeP+zrxP7l41Slc/wPaW2B4toM0A0ygMpvG3qSfajXh/u6pVG8zjfDsZgWnuyqu9T4giK1+R92CbZHGkk3lrdVRCRKNcpA5feq9jS67ck8/t9inLbjf36wZI4Lo2VwfZCpFNyoaH77QPub2ZzXMKf9hP1L/H6K21bOOCuhKl5mGn/gm7AwTIJjvnhN3yC7FdOEBhuVAoipAETEMallyHihXLRPVgWpNRM2s20R2A5DoCeN5oDu2hZUrqWTKt0dCqFrUCxt8dsbNoS6B727CYLq5XnjPsNO8FiPLq/vWp8wBld5Vb8bW6BaxN3LHektOJT3fAMxyOcZ7GY1zxx/zg6elpjvPEm4ePg/h0cTqvT0/9HU4cz+n0ZuPk/k3jJnuJdaqx7WpsI2hjGSRe3W6qdpiab8v70reW0XdzqnUYFPoF9DF3Jdn+RkeOyTt6afv3YVuNhTM9GWzDcsvFCM1xvbWInu5mr78w39unrwKCJefXtYWQumL72q3VnAPMc7Ch7R8WVsPhOmkWYmdbqzbc7UY0CiljldtHp7452xz8KgZmjcNuOpEdErvHFW/nd/XSoOZWK8hgBBc6xG0fC2ecKfSh/QTtcv4qHW9nZYsOBFahzhYJb8BrMFJbvB4d6CDyIbDCjLposGnU7NnLcLcNlu5s2OuouHr/BrQfWgD3XQWpMbqUwDYuA7iduNZ4FkArHLvL5XK1WgLNczlL+Zg34CZ1xqkzVEfeHcvlYDIcjB13tV0Nxp4b381pGSi5v1z/CNujdnMqIsaUMW5qhEN3pZmWXFFNsmntlRiL1jdNizhg97PdX78b20osgFSzjd0wxN5PBr+mYYOhsrNeexQ013hgX4bnfshhuDuycr9yBgavAFRgmRmRwlVM5uWzg13JGrtdVWJlQKUnLJ1PlBuuGR5scEsbh430qzk1y2KFe5Yp5H8Ltsv4vchzqlye7IMi2PihfNM1l8Sh1tps2rjowfkIcbskP2ez0QsOcBqBtdjBsRqQaW18YFuaYEbD6vQG9uzJXX/bBlEE3LnOfaV6d1e9OzlJRs3AfXdr3NyUP3/+UsA01uCniG7Au/vIo+H9+PjkrqLVKsHx03wp8H4F7Me3DmI6frjVdtmz3XlyDejcyrztHNyfG15Sb0PndL1+fvafZXZtO2pWzSH1dJFMrWPLzqn9nAy3VecN4gy2Mz0/2Ix89l6Yk9OCEmrdIUSws9+ZgXF04+4P61pRMzHjyteAelKoDOVLlzCIu1TMXrjbTP5VgZ3V8+hi7ArsbC1Sy2r7DW5fySJKobqLKgiSHsZLxbIH4YUslBYcAhtNtQpcwUpUmHgp8d+gqC0jxG1KHyFHNsrxQxfMRrWsUFzCgqxZVgrOMnX+mbh92ByoJEvJ5HWpYG7g2ZerVOkMOoNhIWwckAc1S8jJR1BnVc4J5mFnlKBSBT3kHLQl3NJfL2iavbqt3JSnm00U8eXbt3AVrAJYLHuNG9bQt3d3UmKfQfy+DtTfVvLF0ucvX8QHR2XlCOitDpJrjW6cx/HTKZSfdOien4Xsx7cPsD2er3bn2L65fge2oXGK9rioppGcBm0GS8wFxAkoIZvJ+mafr6GDSq0GdNxGasqdbqSJ/bY9wh7Yt/diW9geCHzbxunMi3RN098fakV9n0uKQ1llv3kYFf/xEIy99rLWIYu7egYn1PQFQ9uJsMGCRxmWl0DJVL5mRrTAFqghIkYUVJr00cxqEOHxTkl+iLiN7v8QyccugOxxNjN9sRzkxmGP+6ANqri+OFW9TvpzvTR4jm9xNvvt5hDg+zuk4JZsyLMZ0V7GYwX4HORziz16aU1W2tmSQa0oc7cXTdhqr5H94LgWc7c35dHaX20CZ4KnM57fjVHwslk0PmMVqFyuJCfupgHtLMTZcSsWPwHb+eItwX2nwP0g4E7QPR7PAOYZkTxOYdsVbKfTcF1GX0D2cEhsB4LtWQrb+U8FsNN/gG1LqTKQBt7ERvZ0QVNPizTxZrK22YQwAykqdPaE3KkSW0IbjbcKqwVsldS+mPIeOMF27nt96WymJjJDhkJZqskGnTIOcfIX+gZJtotW8T4oZf/5yq6gCq3PvJb/LgvXLAOx4l4pXz1EFRp4geBqicRpThx/3AoA7qtpV76UUxshTWQZokHGlVDW2+Cnz/Ybd+IdgLpSCf6+W2fk7tCLY27sjpxgHxlFNaj+yfl2Q1i62XxvF4LHUxMpmpCOu7uNmS+Jl4mVybsUVieUm5aN/mCtUGNoZ9lQzn7k5J+Kn7AJYFTvxttv7dtbDD3Lpeuat9v6zetCKV+6SQbKt+qUb3VL/LZymwe2819IZ7m9TYH7QcCt0P2oC++xrctvwbarsP0K2Bewzep90OuNnWDn9WZpbGNfofgebFdlxNVAcAa2QRAXbYam+IroY6n9T9TkeLHUtjbielNu4D0x9Nby5G2+K9oMKWx/L0YIBRJdKHrrpK2BKPQHZB3svPDV8q9XTEgKwn9Broma2/x3JXau74aBi25zsTJSC9mzQOScso1DwLlwPo/SFb4hNeF1NQ9+MbegCHmOP3I2r9a9miJZPJKZnOql5XuQVsLjWXvoxxRtFL7UYt/D8Xq6s7miDnXEkmx1538ubr9USXgvM/MPmR0EsAptYtSdwbWonKfAk7PvMZ5Thm4UoOO42+x3ZqVJX6RM7lzv4i/F9qdy8XOxeH3TjaJWBUAGdG/vl9F29XDLSdht5dW5u1MvlcoXzMRBM1XYxm0JuLvd7klinmqVaWzPY2yfQXtwsd7uCLYXxPbwGLfRpP8etsVXZO2gl6ZFF7TyobBSnu1pykck1kc84ZNLcW2PTg+LcET205y8kf1uT6nADvMkIX9o/gjnt03on5Kyn3/bOCQPDVEUxuV/MdAuozsmZz21/QOlz7NmCL8SG+krAFOmJVmJpavGNppm60zBPwyLLJcbPf67uU/e4GSOHemda5Zy0ienExh/tsmBxl2I9Nh/gT3JkEUwZ81wEOfumBBhfqrermltCPDSEKbLLO5dqLWVTPTzqASTXUCXMeewMYB2vjfp1cpb1Nv45+RKWYqbZ/KZzAe2v3wpZm8fvi7nXx/06SJp/pp89OapgzD1uZDGdgLuVipyH2N3gu35CbYff3QGnc5wttq5HWI77qO3bm+ufojtYG0DnW09mcYsgCueJhJyu6lvS+1v9xuny9vn823tBwZthmlwGrdz+e/mxAW0yVey/pCWKKd/JXJyteGZu1RsI7gX8xV03PzMvxFcyed64aRhcXa9pz8v41nVaPicUjcRt8EuzUEIYlSgLwi9PHFjPgdzT9EKdmSgzSjZ3L1ggDdBK5ITpsneyVe2L1Uh0jVhk1CaHEbsG5YwqkLwPvijRilWcCr/XJ98dzBlW62ct9Aix+/QBFNtszFQx2x5cRKfA6sIbPdL+N2iGwht9cNLrVzbYZZHyWJnUsz99eZAxSuE6tv7r//k3N0UPhWxyYGC+1Yl6tUY3OmqWx0F7a9fj9jGI5xAuPvGeXzEaA19crczdp/iUD4ktgvX3+ml0ccTMzCEXtkSEckVtfKBcdjIapxMvBqiu5K+iUppWnelkTrANsSOF+/GNvco2XnGs7Co+M5xPM5BLokKpjmtQHSBeSCZrNl0zH+Rk5NhViMeytWR6wxNseSgTLcZ7HuVBmvofJF2IL2MaBBnOYxf5bIuQjF74hbgPNmyL4DZmLowyNonsF2o7bZixpOpbfccqjVF/Y3uvCUk6Oix2cjY89rC5yfi9vZgatNgxG3+C9j/xhUD9kAwTQC7vdyktUmOObl5iEqsiXoHlOPlzd4CYbbcZN2d+etlVXAqDxeh+9Dly9k5xfbNbTH/6ROmpWi6sctmJuAWDssR3UBx/FVPr7Gd/gbCeul00tjuthJsj4/Yvrn5UvjyQ2yz0u4rYYbYU0Q0lV5pLpjkpZ3dap7orqhRN8J7v+2fYfs7pV2OXfAJKkJYd6S1k8rl3svhIPYdl/rkmKPbIFvVZED2L+zglWEOymbZDckLFS2vpPwx4M6be+qPF0sF3Utjqyw72nmZ3HC3ycPbIy9ETo9uQZhv58rJDIw5eWOzM4QxZhwAckesCXIFcsDhTDDyOdRvliRZKf5Uvf2yq6rNAhT0a/laCylHjS33Gj1Qav0tMp58joWE+XLoVWhkuDtUs2g8bjCEY5/wry+3M1kubBpjpOBLTLURILtE5hMGEMvu3e3t3at6m1H+lvk3rge4w02GDS3sNhiqxWaaR3ALQw3IJHiT2A1sq7R8/vUYr/HSUffqdoeP3fGw2+nqawPAjr+tnr3azVszNy7Nh4OWzLdL12dt5USf3JVeWoCFbWcqNHH49vVJD5fZlyODrqYY/sUeftN2IlHOURhVG6aj9slhiw2PZ4dSb/vkrqyioPm9563Mn0yXrLTFkB15cAHQf+8tIjz1/dprhge7wL117Ocbwg5XjPp+0SmUspOZQdY1OCx2CZ7ZpqB/A5qnsx+VsgL6ieqjq20rjMhWbFo1oM14TDDAOS2UECtLVESUFrp9GAmeENHp90MzMQ8hnBJqP5eTm9wDy/IRcmJVRi+vcBegiIahZ4/Opi+rDR3IHPQEss7LfuVttsF6C4sUA8J0AXhqs9JHnxzYzn8x7BWxDQkDbEz1gQCuR3qY41aNL2SX8+g9kU+AcqkMgN/Vv36tHLFdrKgpuKkjNwfdRHer0003zTHuxrxbqGquYqnNXZ75cDybzZ5m89nYni2j1ZjIfuwKvHmFGIxZbwPbM9JQewPJyfNfChRoE+Jw9pL3ALHtTUeLxVFgISajOHaauaJaZ86RuhL33PSd0tyVZ+/ZXmyCd2MbQzC67Cw29LtEnrrdQI9J00q9xsV5uLlKSS/tghpEi37hE9WMOD5Ci807TCukfzAyN/Z+mba6FGCosCudgbsnmoSqw41+dw/LLrvwWMLCnsApI5MfxlQ3I2PDRAz5coEtdzG7JrctlKD9k/NtxzFl9TRXajgTka3BOuckq1gxxsid9bL+oQmyjYucHxPcTQjvbsuzuAdqecHag+NZufiRk99cfTJm0devc1DJcaBI8uwF4A3AxNp3Zg4YxIMRhlC9HqNbgw0mtcjxQGwL2POfi6VbMk9VxV3VjPN666HFppc9th1B8NJb8QQBqG84oRwwZtDNXoBk7cx4MOVabrduD1eFjsrrSSjvDW1v67QgmBL305GT5z/RHU5p+WTewjb2RCyOtri83Zb9bVVKNyg2KvpKfaXNUDN12q0CO/a3U202y0o45Wy5NVVO/h5sM10XCZNReLoGhjg+MS/0v7F9uRChNDQCgw0vAqCRGb/sPxzN68nBqxULOYyXUCU0D5GJcLdGYKaZHyJvAZ8nGE2Mrfuse83RmhZB5K6k6v7RYUb+C+y5IbQujiJiUpgpjvCIwLdtyKBsISVB9ud0V0pSSaDJV6BSBFBaygfSXsPOTRMjBvy3b0hSKYvhkeyVcy6GnIcUOcMoH1fF/uY++U3xU1Gw/XXlDWhLi+2JxjTcbkKbi4YuA5xN0AF7hH7Pno56SJ1ZonerxVuk49gWUZtgahVMyKcK249eAJYbYBwQ0QGR7ft44TvekngHoMkBnQywgyBXEIy7ltudN2TEl6iNmI8++cBZbZ2O4457AmwwYnqVm0Je+uTZy9iWGZj4ishkm9gGd0Ua5LQUoKOA2ssGd0UW0uTfHmszjKjNoHbCEm0GgTboazXNXXkPtvPKbxuBt9x0gq1KtfeI3gvLeGNvzEGAd5swhM+XzMYEe1hh6ZeKKplwJZpNoJTcpzTi5LBxnIBxFx5GIGtP3MNGdkrL5uLl8BKuuZvhY9aEOnqT+oeST445ORSWh2CjTdEonEG4cQHuCtbb8vAIxIgCrkfNRAv1p3liucTJjP05T6lIuLt+Vug1a1OJiYBhVykrbTZmN2oJtPghlibkFbDPbMH2alI1MDqEJooV7TfhCAuad/SqNslGMwl7PLfrrf5IJtb8iuanzzGxhaiWMRjnYArcD/XuahutsH+ynJ9MwVS9jflXMtVWI25J3t1ou91Fy66akvNVC3+G8xD19hOZq6S1Ifo/cfh+c/O2H5iab2OZk0PpRINh2u5rvng/vklxVfrKKki/j6+xY28C9anjqVn9dfjunFxcN8SislIqGDVlTtKoUfG/nLkwpynBN287qZTijL4H267er5vWFtkhn3ELjQUBvUIcNFd2JIdiLowtqv0e/x5pEpTyvcWW4+zF0KBDdi1aHxPd8ii0kYAbI6yzHEJSSBDvJw7ag2tSVYtNj1/pNbWb5k/FbUgryBdBTyCXB0wrjovyWkSVAOrtqGFhpj2hyFtROX4q8bS80l9R90tTAP9qbA8lJ/dty/xUzt7eZhuraBMNsCGNyFGlch/0zkTRrFRGWK61xsP6PTrmW3DXbnXMVhPu+/qDlNaqI/74FAHWK2D76TEuutkof9J98qRDnu7GL3c7oDv62tUcGN1tm0e7p4evc26QMaHf7uaoCFATXP0A2zbRKXhi74wBW96XJpm00IQt3qfx7lRpL8QU8z7paFNLyTc0rcTtb9S3p+G747aWF82Iwpzw0pRWSfktYZAKPINmupNOVSMkvzv3Vz5PhcnerMHU3lC7KyUwTNC2EJHQCrKXkmKmUvbEKGPx3Yx/XAg0Hn+QnGmoK5eJZr4ESht4AxeZVy0WIXjm8C55ran4c3GbGy7ZrOyH58hl2dts46EZkJvIink0THJurrMownwlTujxTyt8LHmi3v5UKg4E22tsOE3BloYvtI+kcWKW8IS8urmjsIGJZhrW7phuw+3Odeust6Oezr4ZpAHERw64lupIab3S2F5xV2Semp7J+4LqmMSWMGK+RjvEke3yazxvU185X0XzLrAdxWd+J1eU28Kpxn0K2xE1labPkCtOtjRlhZvvHHc8xUGEL9b5DOyiNgNkHRx/tHh3n1yJIykzHT7PRVc2S/1BDJsu9HtKmERtQdZP9KqMTCS+YL/oGLFFfaWs5wvlYgITUwmWyKeKOSlmpVcQQyeFlorWKVeGBFRzKTs7W0jzohVVplVJjuybjFZV/Bmd02wx/l4F5Nw5q2dpj238EIY1HHH1rCLmJTnF180Jc7eUUSgvf8ih615audiN2CdfA9zrYO1OrBGx7XA/whSJBpanVfMeKXmrfmcYVdvtEHgRuKPf47bM5c/X5c8xYubLGM+nJ36Y+FMPEvDvblHRfv6cAPwc232KKimuOGHdrKm30xQvTfXITGvKzW5FSROei+xvq8/XYmUGnL5lozP77pwcAqfKNF55eBz3tN8QBjHWu408N2HqIUTu0uLwYvy6pq9WHsukFKmwOlLKiWwSoV+UnhV/OrkglfNK5rQsFJvjz6GER/EjYjJVkSk84jZippFTuySZ2Nw+owTO/wXY0OuTxr7EZFwsoBcpgi9Z/lwF5bhGhVNtEfdRayfYLnwyxoLt0J9O7JmzgCYAsuKti8K63bOU7kkPhq0d6XVZzd5o4gURoLa1Ga6//p+ee6blnz/lKTKRBYWW3BXdJw/ZS5tSm0EcOdlDU9htaD+wWiy0orUZlHJDSrKhCu6K0mFpxL00fGnfmvrKf9vzPNcPg+Z3djwVjnBJ6KlpulVjud1rxA4HVSKhknrel9f7MEeWCV2vRYjUfdma//NRqMi47ZR/jT75qzolIyviyrzoWBeUVMbPKC8hPo/FtNKHKvlxf/tTIauxHSygXOQMejbsL/boVaNPjm3lYY/0bUyf2C13fWguzbwglIAdjdBDq2sOusZaCurdONgm0T0OuQjNS7XULRQ1fY85P6EP3pm/DufJ+yS8M43/+rWusP05c3UZ297z89qh34CdeAvgg+nifJiNIfZzalUEDTS+dxyDp7UZnMUmPMX2D563YD8r6/oNhZTkJT49WvaU0tcCD0RUQ+n/F8XVd8E9zP99+9dcc9L4Xs8v92+0YpBJqOX3ctzAyEP0pSg5AmYReaqtK1Tnih/oTrCdzxpD6ZMHvuNvscXtLDz0tne+u15MXW8GeS/HcX38XTgeYOMiFX3usd5GOxeqSrfxokh8Ek21h4fldtXtouBGfSzldwQJlrhgXum6XL3BX94nYpec999GS9kI/SrU1O7j0ypiL+2r5rENnx7ubm/ukrj9JrahzcBumm6S9ad2n+IMbXktm5xt0WJQt1KMwVLmQuCxWeLYrelo7XbcQccjTLVHr8ecPISmUu4HFnuijqYIK3sNb30mJGTkUnmk0XvhArTwsqS+xGrl6hcOuDO/SylXftzi78A2c3I0ILDIXab2aUZkt9FDF2BTHL8QFxc0EvrQQDzB9iOxvQzXrn+IXBcY96Bms/Y3vr1Yu47nu64XQLFs4WAivfC82WTUuCW2bYNZY5F0ciXNoiRIlfBS/b5uAdut1uqAK8U2JG0l5JA7CMIIbz1cMp5BkBEgAo5rIDEE5jfbl00IkeCFyPeKiu+oP7TXm0lj4vRY8dYJwEbp+rryY2y3q3QdaMvONlRUps+0GLGonGYlCuXtWqzBWpP5tjLkHh09fNFNP2bqlvIeOGIbQ5+3he7JuMxWfIra7DZQCjpsuUMm7DQ5VlZUvo9fX2iAt6IMtwuM2uBsU3Xkf/0UTqm/vxTb0lirLfKFxK8or+0JS4ayO8JGYlk2tsv54kcTLeGcfvqSrShsfwtdNyKRYeV4yMnDYOM76wjP3hWwF0KYb+WvV6GLFYbRtMX9ku2sktU6p3exhHH1KIWK427DVgs8swhUFWA7jEKho5GURnATgsT280LWOwCVpU87PArqbFETkD4jCt2Doe1HE8t2OqxROx20AlpQa/tO3IYWYoR/QtCHqS5otCKOBH+/PpwDmmIV1Gwn2gztRk21yTgks/TAuz1SH/JCQO8Rpcwg2gzNpr99L7bVfLtSrsBroFwF1SuySmXwwWIVG+Ms1lXICzvs1qOqPItrPsfHxv/+OEeWvQrF31NvG5mqEx0C+Z0UsMQtktimWeGvvdIQUSXwVgxLRCk/cvJE/gPYLncF25vNwvYC21669gKRNlojXoehB8ghbAd+AIrSZrtzB4PRxG7dgk++de6K+QLlHOKc/CiNGmM76rYwsQ6ewAifI5LuVvGAbOlMJojbz84zDipbZ8pmXac1Qz2wIb5XYMJpussASo1eMG7NZp0WINZqWb1Bq/IubNsw4xRSirIWid97Jkl8dBRnAFGFfPKYXi5ef6KbGPNX4nvSV6Q/Ct+dk5fjwFNiwljCsucaA+RK6WibKO3zfMrTx/C4MY1d6EqxDBHPDcRQ//efrtrAs/A7sF2h+BRZNJAmZl2/e5GL/4ZXTXJnsFCDqF3q7ReVD8LKObY7K8nJsR/iuGiYOc4KVrIb350hH1/IModHiAMw/soeDHvAdkWwXbmq3J6aDqSjNrC9i1oounerTp36xojgYyqrgJs2HrSaWGMUjKEIbgB3SLZb9bod7ndScwfeEdudju2vBi3bHrQwrK7Xm80WmmjvwDaIj3hkNdBKZlvsiVtaslx3xvGuNWpKPz25I30G+hLQGymFcms0WthB8P5eWq5cKKhsNVswHYbhavHEtEnj+/h/YnBrbCRoqO4PUaOc/d8X0i8oQ9jSb4nbjf2uZ22R9SyYwUyggQrlzjAAv7QJzeKes9tjOYQyb5zSfYzA4ufR7afP2dsWsb0KsSjHjDlYhWSPRNhVCOBGAL1vMbVDpe3Ys5EFdPWdjsRt17il6IpRSexE4sB9xHanRX54qzO2hwjJkQtdxPnS91Zwzn2W4z8D4pKRg2seLFcbXpNfQHrFtcWejMcTfCXi9orYho8WUuRWp9/vIW7fvgPbcOJFbc7Zl6iT17QDwajZSMkyKNXyae2UvML5dl/TXZrJeBvaDD69B945A1NDsIpqjjVDaZFT0DwxTBMWSy51dw6Hm27Y5O1YiWpWYquu//3YXfxFHr1odoO0IqZ+pK4UsY0KaZeisd+BeVrxKOJIIgtGhZBfgWoiNstBmaNwq7qIFsqFD4te9NIKnxG3OYaKvqEODsIXaeVu99xDlFnNfr9HFN+97NALCt2mYdyULb8nvTTPvPoE1TJDbXeqRtqJ+4i92/Qa7m7jWzaSen+NDD942SHl3mAD+uXbtzUq7fXzCPPi9be9uORAlnr38oKXzTpwbXHGcpC9D4ltazJzKKJi9drspWXzF3ppmaMWovTSkA7QV6SpWCrNmvLwbEytGNeJhJJ4D6QH3jpui1dBM4ncLN+t9UlO3szkvkdMKwnnowAaN3+dQcBQnNHSiPnXZEvxotSMNVaRJfJV/4AGUe7nqndOuxRCCxQ1LTU3pWKvRxLPel9SBt0QmXzBLluuUPagNQmLAqU9xfvAq/BDm+Eqn0XcnitsI1S66xcK3u2A5Q0i6MlSIm4PaiVoHlvrocJ29QomireGtu069shT2B40nN1mZQ08bHgG/gz+IEi5I3yjBUI2Gmk+sb0Igm8v+H5EvcI2cvKQcdvmDA57Yrbv9xJssxHWgI3wO7D9bI+eR209wjqKLDh9S2szCM2cLHPyyaXLJk0zdNUxARvFXn9HKXPIKNrOZp1gW+Xk2e8agkkVaFGxez8zjGC3J7jL5fylxjI3j8HRNKDxNOrVqKJQycesjb8G29RUZBtclORK6FJY5cbOLAjNFXKIJeV0IELKkjON6DXQO9i4zXCDnnnKcfl7Z2DZfPlBsI2JTBR4a0IagrBogHl+sFU9a3UQvTe165ubUnNtC7b9KtTWbm7vjp200zZ5fbzdDutz9MVaA0y2IcngSx8tWLmo6kGBY5/cJ7bXyNJ9dtl20Y4TM8H2Ummaz11U5+MlVsPG8/kAcOx00Myu317Myc+x7WHTEFeRZ/sZEzcbr22UAo79TIRqNgtZLdA95adpP2JrqootEg7xbXzL/XbneY2He/n2bmwLfzxTrFJT8BBY2GqCE8EhakqRmr2wA8Xba952TymHw0tgGZn8H7H2kPsJrkpeNyArQoRFth02GlR54HJX4+A3wLUQUWgIrwiEoSpRVHG7tD540GcsfTTVBNulisY25subwEfXDDtUiN5oVKOHJmvWqp2GVnnYRNwuNHxbZmCr+zS2z2K2xvZYYbuzAhllPsd427VndPrD4jZXwp8XsPSZPvvoxQPt8zS2I+yKxdh+TLDdslqdHtrWzfdhu22a2BWxpEmGkD+K97fxkagmCV8l1mUQhQYVozE3Ux01KcXbx3qbu+DNY72tsP02YUL42RlY/6DA2TkVGQRXw90hqhYuyv6Uab/tbGIXT1xjfYM3/U3Ypi+JOVk7kyo24coNmHd6kKrYNg2xAZ8ctqgZ0ZLE+pknRp45mhMUoa3mZyprcTm7KB37l2KbbXLIMYBVEiykyMW0CqRTGS331Ho1qeauH1nl25t8zZ8JtoNG9hp+93diols9mgOmsL2z6zNguzNAuQ0hF1w4nvHww14PDwyPaemlEdswqQe43WC3ScVtB5otzMlnKidvjR2H8i+dHsTPmtCgv4TtmuensQ2Eot4m7UyQDO5KgzvUzLn7SjeJ3JVqLSVlrFim7VHKSoSefzG6OQ33Xs6w/d11xWzehqIpq+xyVuKJGVLZr3zCR0ue2CVDQvye9BbhpobZYjnzl+XktY1c2pwRpJeR4pjc7NyvoR1XhnTFYVgz4R+8ruTX8DygDqp52JaBbbfscx+2LLvbfz2zHNyVVE4eBSt/YY+Go8kazbNFT8SUBhOEWFhpUnrF21glbJfUfFc4p4GV/QzdFlVoXwjb98PtbgZs71a9nszRkNgu+Go4ICcFiS6xvYixDd7b+iWpt9chBNxwHbCdBSzdVb1NbLfbPYXt6y+XeGnAdsDMI+6lNSAojmUwqi6MKIjYVm/7iWOQ6DFoAQbFKuUboL6f/lRCYptOUZr7Zzn5d6dDBbZz4cdryMaDwU3KRnioya7Xq8gNtYYRonU4ahrwe2n01ojgiz/iqfZ+bBepqepZMEpgN/elyjFBrQdvsAMTH8upcexQhb5pdkUtJ1Q9wDY6bQffe1kZumOfz3/E7Xz2c6XDNQ3wMUKEzmd0pUdDKO7sPAgdgfQ5Q5nMTRFk6K636RHbVYXtKLSy4PjdmtVUDy210q2xPVbY9kKP+mvE9gxpOTTUqNGUYJuTdPBaX6IXRG1ie4W4PZNeGjA+nHiqlzYgwUXl5FcX59tn2H4mWYXMNN1L06+fp7q1diSnjZzkXU0p576IYpmLWZC2EsKVIs0n/wG2c6IYHG2DngghGMqCoFANLTguXSjTkY3iOexhBzpfLtMlb4rCu2n+ZXHbrFpoMkAJMQidGi+A2WxzV7ZozFuWR0KXDRLMyMktRucyZNbzqMqR5kSwPBGhm/yHFuIN3DCNR5mBkcbtj54XpHoGsIdZE1hsIbkuA6c9I7ZHlfzNZ3PhKGy3rgqlq1vzUswWbCMnn7Po9jsd19/6uEBMvAV11+YuTcFcD3RTZArANobphEq4jbY6Jwe2RfZUsD0BtgfMyQctrpwiiqLevoztxQm2qWzaNmvNhA6u/o6aRwEG/Ubm22f65NBmUPdvJsYijZG9sP13Yxv9MgA4co18JhY5KIBXmqkZHIEVXweXCr39tHxgtlgoQdBs5/wJPd/cv1k5h9PgFurLSGHErJCCppO9B2simP2VC8UatJLL8O11HO1QmMn9Jwfc1z/15x3YzpaftqSlYQq19qf2mr1kzGl2pIBQfJT4ngnGAZtpsVy8ri6Wgu2oQ1Wj23TUvj8iG3+64Ki2xtvI63UAZfTRXG8d+qJ0qljlm2/fqPYCHZMXRSTk8Jsp+W4DCjuwPbZtKiZObM/rQed0hnq7Rz45cvI3sJ3eFQF3BUsfshrSVAKIJJnhZaQH1kfI1qxp2kJEMdNQZ6syO5FmAC8NSmrn2P5OAping0ilknn3zgVIaQ2Z0ILXkleaw5tM6W/GdsZxSkZzU8n19us8PHmL2Hc3M0MAfQSvRMpAjPaLMnPyYjXkZh3pBOXMf28h7PqnzjuwnflszDW2X74FPtY8EUMBMqrogm4SKIVS/CU9bS3YNheeYHvToW757RsZ+UO93o2A7eF2uxqMwfFgJz7AQ+9Je8NEDRNtlNYBsY3GMFvDoMlobO81tu0TbM9+HtvQZugrzeKmFk8RYaTmkZWmGVzT0AAAmzxJREFU3zZHjVh0Je6PN/p9Df3jNYAro/1X2P7OHliOCgLvf2LDiAskq5g5yZYxlvKMzN+MbViH1IwqfitwNahUt3v+vqlYPqTngTD16YqieGlDZuWg8uX+hF/Zv87JPxcVtqNvW2pig/PJlHhHLhqCJzYud1xJ5HIWpMQDFysaX0zXuye2t73b7Am2Uwm5YLsT7ZatAbisk6GLHa8Aa6Lw/93ttyCxgsq6hlbB/pvvTBYbtdG837+QS66x7SfYRr1PbKOfhz7az2Ab+6oOyTGcUDscZWsjgVfaDPGuSHwju2mjo2dBWpsBBNmXNOc0tL6nT57P/uTORbjbqMULbn7jgeHMta3+1djO0JvM2haNDVtni4NXUoKnZgbNtB6k2apUTi9YOw973i6zcuH6fGghXn36pLENWYRwtUBNDWRtuXNNOvluLwc3qRf/DhPtO2elsA2PGWL7PB1PTifae61BtAlmwyWWOtExQ6s9CLehwwa47TD+YeoGF3YSZ5ijo0++T2N7Mp5AG2IWY9sWXad3YzvkHhiR2daNsCnMgtj6HiVtNCVqGsuYtrWpEO4wSlsF9Y/aDOy5p3dF2FF8G7/yqWwu9/7aMnjZVo5NNqh4MpAX/+p6GyZC/mQHjsDCLOSa0c7HaAxL7jRXgs9aw37Z9zH26h8cDLtr68O0nMjL/t0zMDDCFbYZm6MVZsPfNt/oawP3AexCbrhwg9o4oHICKGtBlR7dzqpObL8A28Ubje36a2gD2wcf2I6CZceNAvTBvQhbIh7dulzuc/hrDKOf7aEDlGC+7S4wA9ueYpt1PrmnKif/aWxbpimqDPrvVBQeJTtPtBn6Fl0H1ITeNGW+zaG3KDbE2gztmHhOnYda9Tjf/hG2FbLf37TNgWu1bZZgViDetkXpm28z2b8Z2zABB9+C425TSOSrwwtWX0ciskR7sN1uUpRI7qL2yU12m2om88FMox9YMcE2drYRVRdc+lq/ID0GOZMgoY+QI84iwKLGdvAg2J6Wsrca2/WL2A73q06PAko9Nwy4SxZAtsUWtQXM1/jAYHBCxsnlJhg+WPOneNkyc1DYxnddAttj21sC2/bkR9jOn+mu9Fk008qTwgxWAxG8KXx0vNahHAMyKcablnTamsmwy4r1GnhTrM3QpGaD5YfvzslV6H4/NnNNBCkREy4oxXC4dji5vzonx8y/ZC22/Wq+RG5+CWP/SbOk10LwQU+sgTOmYVKytWDW8mXjByIwf0m9rbENC5DtNliE33wgevoMdf1v0Et4tolEABtWIuCleavwHmCuzBS29zatCoDt+mtkww2s9dAJdkGvg8GWN+AXLxGEvRWhLfopPXBRHE7UOWbDkqcLbG/OsY3W+pK9esH2pNcitrucgb0P2067OXKokDRVKgsqWPeduKwejRJDv+dRWgtRhBjsE0MRXXhbo2kYvreXlteWuO/32Sxhp8SugW3JLnnJHILJUi3/3fW2mPO+lGXOXVT6TWwyiq1BXo+8KqJwk5ONu6Kk5MUPbOucfBWFjNte6IM71rexibjFE1yWJWbKaHM+dyB03EAzrWKvNLYrV2Vg+wK0FbZb4IcPWljbnvfmsPqDRurQ9XG1GND/azIltLHGDUoL5ZWIbX8TSQ9dYZviDLgmuPwZiG1cE4jt7uD92MaXQpuhKdudIJtSPEnteMazrVh/nBrGTdUdbyqRBvTOR31NRK+l+OTT1/Ptt2dg1MQv/oxmdokiI4dw2DAq5XKtT27WopDJ/N05OagANev/vPPNK7i2lmSddfSFPjtv915+7sjqMCYm+XyecvbZtx70gnYdf0iIlxTh47lDTh74cOZ1MIb2ZvDqgoBh5A5m4q+JanhOe70ZsP3N+lT6YkyDR2gzRIcZlrkhqJSaeylcA9YPrQ7eEtud1W41BiE8Ct0J0m/PnUiCT/lUxGtsaLlkooJvQmwrPaWtzLdXcxDJwWfvtIb2bOW2WuMJldKh/DLB0Pr7emnI8EPxFUHobWspNBlmyXxbvAcaWmVFDb5q7SnhX4vH2VKUt/sK2M3UAban3rFPvkZN/wsXE0A4ByODU4PdJnoRcVTfyPzdcbskYsX/C0OtHOVlsqku6f+Hb/nj3xt21SlIWkr9pnNYMUxhO/K/vaynCy5k+Y4N8sphhTScJptInSk4KgX3pv8Jromj6JFx++DcpbF9jNkK23iz2gPbwc4f9mxMwJbAMypuR7bK5LC2Bwt1tgowPIfJp+TkFEyDcK/vYEel1YJ8UnMAXpoLiIOVhi2wbgdTbuQPV+/ANrUZ+iKc0mTcJkpJUUHcTgusEMvtUUMHbmmfyeS7HS+D1RLZFXBX+u1UL+0XY5uTr7K9S7n5Oph2l/5qXlqONoT/I0LN34vBuTdO4ey8935X0Nu6KpYKV1d5fAQvlbPDWJ4O2/HjsA4sFaTe1tiGuO7Lt+dnrniuF7No93L4hgaX0j16VuvLz7ihDbniUj/8Kjm5W1XYfjhtoSmAE9veYTPsrLbLQc9BghytATzsm8mKOJQYaL+9QaMcHNe9kNFE4pRvDtRLG9bxCE0U803EbWJ70IF1ET3JALXq7XewDUWlhRO8kE+OWbZ4dyoueDz6stWEq6+mXqLHoLz+2lqSvElh1DZab23ptyXDMKvP1uKx3v7l2KZ7FojUWwXvnQupkVLm7+6Ta5X3//Prm2YI/7Ye3auLxdUPcvYkbkvSnrvQS/tkCOc0IhHUx472t+CbzG83m28v33z/Gw6iKqMs1cRH0Cmr9GgEAGwvqyJymiTjDyflNs4SfrMdH9gezMNwtd2sEPmJXNBgYBUako4m2A4xO+ey8l4pWBLf0RJWgsQ2BNImxDZcfJt3Ql6H/WCz+j0txCO2vSm3U4hHEVmApOqU7z87ic1Icp6nyS3snClthqkWZphO48sbnEoWR22GX56TY0sEfbSKUbV6GM6ZshpRKuf/amyLscj//fVNWalD2reg4mYcX/NvnJ+tr6/ODr8BFfXy+aur9Ofj7yveAIVC4bhxqH+eIk1PCwh+GturnRhfB6SVv5C+QtYK1haCF/GCj/VXIvhe3912ojmwvdr798S2eQnbPNBB3G/HHW/rjRG3V64PRrmHZtkuREMNBFJnDZorknKQ2CVsx9+Dcoz+bNBAk65xfw8xBugh0vKgU+W8zby7h0SqdVnDOHOG7X6tysFVg1Ovvp5va2K4ituIyYp/WhW1tFpTu4hwpF2NE3TLintpFuRQaw3/92FbSBcV8a6D6ICwMArFv7yXVvqf8eXM5f9FPP75ntpVEReI0o/itvT28oXC+YrnTTaO27sQqAPNZCUrG+SdRkuXbLW9TpZJQz3snqCwcvtAw9yvy31wXzGI7dYppuPTabm7rY24vZq1HLgAocxGvAZwV0vFXQmg84K8H+sXznQyeXpCZMTKGRTQRwOLRNY6B+cdqJyO0SeftKoV4x70kvoj7te7XG+fYxugFG0GAht1t21bR18RTTDtWyfY5rhsyoVtsf1saJpL3CVv8FEa3vZ3YdvIFJS8iDbPKCs73L96V0RT+/7P0Z3NKxFVHS9Tde/p+ecL169OMX4Hm9XFm9OTJ6DZQ4stYePvn0UvH2X69dV1kpPTjEt5ctG8ngb3sNhdiWPXKjbVjqKv9wA3zAoE25iIQeS0+j1s7+zeausPgW0qjqNShTOJJMgzmXz5yHCfoTCIZjZ0x1vWoCNih2h1VZt4BNzUodUgkvJhA+YliNr3nTFWv+1W+ebqDS3EcOEee2lWTRHNptrAj5RTrmAf59vxO9PE9k+NvZVzkLIrmCYDbsy3+33/99Xb9K5DUq4m5nTp5RZ35S+fgXEI9j/QcwBsr8vVhNMU7wzen51q/Ecf8x8ffG0Ftvcnyicne9SSSRJqVhM5biO2km6QiWUm2P4HZ7mL6pW772N7L9h2W50Z1Q4hyuAFLqZY8vvpcfQFbE/bvZH3PO091FsDKi9g7kX3kI5FtEP3BSS2XgtBG84GrXuzNZ+PB+0eQH3zDmwvbOLZUpZ+zM6V2AKG3u1+rH0qn+zDxE9UVmJzP940nWqjPyvppQHvthP+thkYtMkxTOB40HHlNdh6Xu9v0zD+3zyfM9nrq5ueS/vZ+dPsSR3tjzGk8NjgkdYa8YFBfLejTgoUCVS4T/Wj06rD2uO+jsZ0hxaX+A4QOBuPoTw4HqtvP4cQAs7xB1EHW1bVq1Lh5m4ezf8JtiFy+CAiiGlsa3RzuN1tdee73WwQENtLDM4x2Z442A2hNwn00mx6Bi18xkkbbPIh4CzKC71ei1qmVqteJXsN2mqdplz+Gq2mCeLpY71mTazv5+RgrAcvsBQcPT/TV6TRiDUWlGPItNk4F2KwRmfy5Gp/+7jS3Yi1GfwpuCu7zUI48L8c272jyedBS8Qv/m5thv8ZbH/6ApXfjsL2/OnpFNzj8ePp6caH0E73otLgvf/ewfAJDS147LGdpR9MbHnmS5ffVoObntbn2MZH5lUhC2zvxD1Xcm+551fZC1seva/jd5eUGwUnbT7HG2C7dY7tOHinsC1xuwdlhggLl7PnQLWtEZUwbaO+MDPimbd2YOBHuy/E7lZLonenYQ0s9MjtDhpqGH41WtZ9a+bAf2g46zW/30sjtmGNEqjKmcKmSpyBZbPVFF+R2FCkoRQb2tNmo3nMabTPQONISNM65szUfx+2M5D0SyThlf3DfueWMh/Y/l/H9vANYCPaXcT1/XtOHeOgE3DzsYdPCNVPCsESuF1RBFbJA8L6UP1Ad8VP2PGccfy0kxKbVTVIJvM5WmhbdwzpI1cuDHgM4h4Fdx1ori+X9du72e6lH2O7dSEn77Q6893eIbY7AwcunhRMc9a+5JuKuLKGyml/NOk5fmj3FiuIJ4kKOLroSMxb97bb60H/kLnJ/X2TmY0zQ8gfwqoX8+23cvIE29jfnkIITRx6G6jhm+2aqDQ04AfWPNYmKlRboyQ0q/vgj8a2vgQoXhsp6esQClS/J26XGzFjDyZNPqcUi55Z/MD2/xq2z6P28CKyCe1XIfs+Bnb1eGKBfzrhxh/doWbHSjWycgF3q5Ngm99/rAP3m9g2P6HlZ0zpJLKX1jgkzKCaAC0UjsHWTsxdoeg+eaHrYN2gt99yVb817ZeXkfkmtjv8A5scYHu37A1m0qOD7srLNjbaxhgdmymj9hTY3mydnrfBejdG6avQA3Mcp+66A4Txar3TqrakaBlDum3y+FCt9hq3P47bwDY8zHxnqubTyk9AhtULW02x4+UR5e15lGug4iFudC5oM9BSGMvmgu3fwl2hnFocqEtNsH+s3EdO/r+B7Ww2xvZZOp6CdgrXus4+BbZgWmH3x6cKbKfA3YmT8ieVdgu8Bdv8ERS0ie4TbEPbCC9QNEK8gJ5ZBHI55ttYHaGLBtT8gffVmjvc/qKJwre6XLUMc/ryMjF5sTnm5ALquH+Alyf4LA4Cje0QakoRx9t70ldAGf/2bePTyXPSd6OtZ8uCKd2AI3/Sk9/L0hnw99Fp3dcHoJ+2BsjkJ/gADNaJ+S5s29BU4ja20jAGqUzAzJaZWghL2mcgobGpZikO20jLNyTaDLEyg4zHkrj967FdUP5hdLnT6IYDt1n5iNv/C+eI7e9F7QTbKMCPcTuViNfvFXBpv155fY63gUqSYJsNtSRyC5J1YT1PsD0cSrcthreZR1JetkFTeXkRfPtLD7JmpLHsZa69WXvgme9o/0ca5PYlGEHH4N4NOneV4XY/qTKFEGzraH16xtu9Owl34KXZKOhX9B8IOTyPyHHz11BChFvPdDJcYPBNMjmkIeAdQDlj2+616u4cwbveQ9QGlbwuwy9U4I9P7jqy737YSyO2MSZPhBlQd9vPkFxo6EG1nnSR/lVNiCrNRLc8EUUFzaWvlRmU90DT+51xm4rbWeVmWQRtw9xD5/QD2/8T2P5MbF+C9vBSPo5E+THGdoxshuwWsK3Re3vhVFLvGWCB3gDbwrRm4O5I0S0IHhzjtjtPri8a3Ky3OQSv2OjbvChwo6tGcaOtMEChXEa+KSxukLQruB92c/x09/Ooe3f3uN09ydhNd8fPcN3pEts714Zo2qA3RFRGfbqK6MG7Wc3oBgb7TqyKQ19pwlXJxWK98mKRBtgB2+iaM1iz1h6jzdYZ49+An1zEj93e7Q+w7Qi2+8SwJRMvqiRhOt1UI61mO7YZ6Os9MfXGirE90r0zS25K9JVGU9zm/ba4XZIxLrywSiXlFlaAgNrW+MD2/wS2c4Ltp7ex3U2fFLZjZEu8rt/dEna3Nz86lZsKsS0W9wrcrTS8FYifVPU9wKT48fF4s8a2MQF4X+Rlj2oX5LGIbjXwknXtZ+iGw7SSEqWUHQYuXZb4CtvRbi5JxkNHfVc9z4vLDfwltmd4GQzHEFBFewjUN4gqrRYrbH0x1ye2IcCyCKLFdEHtQrDWudU9w+MxG+/ct/B3zA0w25nP7dkS0ktL1+Z8+/b72F4T28/QZrDJQdEZOHTQmHI/p3UQhdkixbhWcBDQ21JjJxl6rJk4ta3pNPz2u7BNRpFW2CZdgwK91Esr/FnYBtcaTLPMT+5OZP7lXvSP7v/29+XGVa7w+VPuSuL2+fBr+GqeLWcwRHh7aKXb4lJpq2rbvKmQ4MK/bNImXJRmvXVfaaZb0qlHHDy0BgON3zgpZz+Nf9VofTh4xKeAt4HCtr0VW16SSjdQLPMDrIcwin8ja8xXPpjspUEnIdwusapxP9sOqndQOnRVAdFip5+gPoU2Sg5iO9pBn9xeiY0gann4886G0FgAwjADm4JyOgGjBepsjg+5NjiPeNgldRiuW4Nhvde5r49naKlBG2LmoGj3Ue/Yo6Z5c/sWL43XEIB7zRmYA/LKqBnPtbDqaTW5mW230yvZ3NDmDEzPyI4t9FFfaZqnz2jqOeskJ1+sIzgn/cJ6W2jBuSPZ0sgEwPYf1UvL5bL/0V7aZWwPWVen+CnHxJVwfezG2bpqdClkYsLLpzd2p4dj+u5B85PqoLZ8MGgNsUFhj6nOLwxOfYBjxGkIKczm8YmdOGHmweSBAR2PPXxEY616A0Y5sb3XnPHIp6t9ECwCCgOEyjZPtqZsjmaWQbRi6368HVaNHlRMpTVQV4BOATs+KMlX3hb2QwMbtDRcHGYuDHodENOA7SkvHJAOlkZbMGo7iLcwvZ9SJBH6pK2OPQZNDR00vB3ORBoigvGQjX9hGzOw2zdz8hS2KYuEvNyK59scguEDmYFpfXI99VLz7WYiUi7clX7jHNpNNtT98HdhO5MRD8BkIRfC+9D9+7NmYHGbMPeD89796PxvPjnRW8nn38B2UmvH4ZTgwu2DzmO9eocmcBxeYyrZWHA7AJuagidH6M4oS4gPx+Oe3CW+kYc4ns1n/Ds7RXWC7hQljoOwwV32U/6TMd3sZX+a2EYrDQ7Z4cKTiZgjwRrW2A5IdksXA+5tgPSiOtnYVcMK974SZeh0khY5IR5TaIDtaBes4DNr9ybI9H1ObcNg5qifhubbcDGZwiQUD9u3sN/hupY5gg6qN2s0BrPZgAX3EOorPfyLlktkDStnYs+fetaw951eWjpu47KE4GuRbYoSm8a8LK1tmXlLNa0llJqM2/xkQ92MT1vN0ejIWbG0zjE3P8PfFrdLGQOWwsczWaDFsSj+UTueok1UyP/3gvenvGD7LGwLrIcpThijskTo4QNy3M5gnBpM6Rk0ozdsNIfD9NhKXRZIKlWXCP0FtkRvRSSFS/X4eC2Yp447e+x042uMfPO7z5/AJ59+UxMwdMtCx0Or3As8F7F8C2wjWHtYg8ZVQ2M7fAC2B9GsalrBYa2w3YpZsxx8STauXgPb+xBOIiu7NYQUGgTQZk64nswWjqauoOB2Jmyib6KRNXPwCcvsA9rezAKch51BrzOgECP+IRQ/hvUb3p+Pe327Z7w9A0thG5P6YKElJhxRmXjmBwtO7G21sC05iY3B9VQ2tOORNj8rXyPXTfmUw9oElgloC/62uF0eie12inK6PzT+NE2lrMiO/ag+/rf70G/F/Z/9fLGgf/ZPhQvYRpQUPJ3Q0ogG3FZHjjuIueYpJGs0D8fj9McSbXGVgBLJOIXt5AyAbXTE05Fe4D17wlt3NpDSoCslN5KF+f0nDLiNkcL2y/Zlv8FT+RmKiOsFHZAhyQAULNje4toCjAnQUSO2u9H8/q4eHELV3AfFlMAWusqxSY7IDWyDzbr1BpYdgvW2Xvnr7XrmRSvx+qazyDcPRLMZvAdsCw4iC2eEDRJgBvy0CVjnvQ7+ochOXNDaPDfYrPAPxz9vaAf2+7CNWltZdqptEe6NSJ8cQbif+ApIk9zq89Zm7PSJrjoduyWEx8IrynsAEi3B5vfl5Nb+kGaUIyO3WHX/SdjO5v9jTXPCHqqqgu3W/AzaSYt8EAN8MOCzHx+yhTaYaWgnTTDJ3AfDJ8H88IjhYfIyH17C9vAtbPMNsC3bJEPW3GCuuav7G+TkZYXtF/H08BCqfB9SxszTA29NPTM66PpiDUYt1BZq7E64BLZXh6il4za7aRK3Txt7PQ6ioo0/ZC8N3BdS0jwoMWyow7CB8di3jTfBfjYy9WlP3IGeKX1KU14bCXmP0odDwhscVYdmgfjAeRpO3GBi3Lynl4ZlDwiNtylODj0HmW/XVGLeTtSLk/1tNd9WN8p8W4ugWkdeOTinePG//bZeWtGKYM60hRv6htpxgLklrrN/Fraz3GT9YZ37zro695sPxhXFY9y+jO1BKnCzGhVsDzm+HT4N08Ae6sH0cDh/0vzQ4fA8os9Vjn6ObubkM9VgO4G3QjhThTlYLKCtASlBdC9jtFH4QmMgenps197zApjbBFs671FPKaDJJh2wtnKvjQVst4LlfbW+2m87Mbaxg1nBmL0i4ziO5Th6v7k1qrKFSsK7eYeNVGyEmgZsPO7u9IpqTTZUwR0pf8GiqlEy+NooG2USdG4MTPa4wMq/YMDd4ZHlFjwIvsM74jZAKXMvDrcx5Za4rRTQ+sdxF+O4JqFZ7WTYFXsItdt6Dq6oaZxv/75eGh7IKOXz5VK5jBfDsLYHv/HH6aVBKqhgmO/alri/tCH9//lAnc8ofR/bhHQK2ypLH3fQZx6OddgexpU2b0HcdgXbeG/86sxTqNbfC6/RZbPn1OyfzS7U3LPuY2ewDJZY/ACyg2irsY2VBGKbYQISCuGevn6wBNsfEM8Bb8RzMNJQjrP821BsqLUCtu89YFu8eJmO34E/w4kdKXO3N0ZVGGvVm9JVkU4kalp/dVPMfM5ef7mGkEQxD3WzT9nCdR6fucpeXxc/I2p9InkjW8pfF8rZ6/I1PI3w68TLVUVe8658+XTF2X8a29nL2AZd/TjfFqEFkV541jPto9efnm/HKgwy37btI788HoXj6jC1g9/XJ+d4GyJKSuMjWypV/ENQzv8R2MZaUtwxxJXY6D2dn7MnrNYDQftnGbhsH184w+FxsvT41pJlairLmjR9k9ymbkrfPlCPp6ItPuzd315/yXyiD09LwPY077qIkLJMzRb16ea2xvaA6OiOSSw5/aGlaeY+DYQEnr5Zv50PLuXk/A2Ix46ejp3G7THK4CHIXx5jNuhnqwYQ88kYrcUjV3ST6OWJj6hHCEAjHw/ADEVEBxNcksRt5IDejbhdB/N0vx3ck3YD2mzr7pbJ+Hy1GsiqSwv+fVA+c1pknJtmTH6noj4OZdYQmErFsvrwtqRP+bak/uhTvOV9EceQB8gd8XWV2xLZeJXb+69f727BLVA4UM//BpanFgrbLxvwyTEw7yuxcZExbqh9T1gHHa22Zc1Tz8BqjUbymSZnYKqPnlryHNkePApTe2Df9Qz6B7Ir1OMuHD+2dvvJn6Gp9CmnwP05w1nS7XFDqiO911dHZi1CAhvPOxeEDC6F2LRCyevFi7uEG/b+w+Ws+/vKFQyvP2Wvj9juucQfsmBsRg+7g+75pQRXkcEjaB9dQevT+QWJcRsd9ME43WIb6z2uy9geC7bH9jm25TW+wWN3hqoV+5ZYB1kuHPMLfmKjn8I2Xf1QVRPbCOEOiWnfaOi5xjMZC2JY9Vi585kbRXbHcneHcV1hu9O5u5G17YfxaskeAljmkwA5PtANyrtZ1cx4Qx2FcOadMaZT75dA4IjRjpvzpXKpoj+DDKBcxlcbtwZwDv+Du+JZa+YM21ObmyIy+JLplgbqVA28GwlLvCbY1jufMYml0Rfr7mbjBNucb6d5ab8U20WMt8up2S/Ip+tD+GfU2zG2C5nrq9LNzX1q9zHemzpT1CT7aS6D4c4FQL+F7xQqq+9btnqF5qpOO5MFzMrNly+n2O64Mtt2A3flDjqDk5xcsUIR/RHzutIwS4kmkICisc03g9c9dI3tpH9+hu14NmafpDluMBgjy3GhJwyHHozFge3PxPY3ceKF7f0+wsgqZIzGvJsyp9/QTYNMEaje3O5gHo9+Fsgm8PPFCHxrn2Ib16n6/WC1xH+FiYJ84IETE87ujTtUyaYw5BmYAdzy+dHgPUZwgXiBoVqFbPXOzS16f8UbeaBbaK1Wcro18wa2R2x4xzqGCtwK2w0t15CEb+GlNZXNgAR64a40Xx0W6wm2F78a26qyTnkNGBl/vyn/UXEbqmNXtylsn8a7M8CruP3UuaBBdDlqS3B+K25Xfz5u8/Gq1fO4jZ/IfUJO/rhcAW8dwXY6ZGts63758LQzprE9E37aKbYVGVz1ydNT8RS2kxNjeyycFnc7eFrBlwtWW3NC26kqbPuC7QP8Bkg63QVY/gpRX++RkyNiY6NbtjtBCUXPeztjL82nbCmobLMTbPO338KMbLB0h3fMxO8tJwKRdXZ/hzhbSUI2E3JiVcXrso7bPICz4PrLly8iwYwyuly6KokEZIFXhdtCsZy/qaBAv610vz5Uzm1VzrAteyfKpW+kN7ZVvR17ardjEwKll9bvJ/aeeAHvRZHJ9YInS24OyTeq3l78BmyXy9lyIe3tVAz3O7P4J2EbPXLm5K90rx+6Zx8Ja5nZ7ONTq/59cbFLcfui/sHlrPvk6JtSDwhs3xDbn6GXlsb24/hxvhov56jIO91zTuZjjO1XCJV6W8Vtds3Po7bG9viNnHx83p0Qvtp4Hg2eguXKgRU2OWtJ3MYaJ1pp2PVCGxwEER+mQT78NPdIaVFw0yX7W4jVDkyxsEXi1u8fBsEhGkJ04eCIRtoR2/EyW2fpdvArQRZ+P8HuV+QM7tFJu5VoTP+iWDz9mgfjjWv1Tp6Y1rm4JPBK7JFW2OKF3SCdnnRUTMfqxPbtj7A9HZFwotkoMB8Qssr0VHRhpL0HEkHUuL02TXgsmuMCQgtW1OzNt9+GbXnq54pHPdweJtyVPyonBymNHdL65bitgzdfaWzHcfvH9fY7cvHqGazfE7dxlbi7KZY+X8B29ylwvfmA2H487ZOz3mYf7nHwKgALI1WwPY5XNZOZl+Tg84u4ftLYnl1qlKNM7o4Rt1Ej8EPnDNtQTtjuN2wyrx17EWEz7GUhjl2otBG3fZlPh9s51rPm0SEYANt7V2G7e8S2Voyp2nDnM+sNaKk2XT6uNwGZsqWplD11RqOJosjbSthTiKiLhXd0C/MWTC9Wnr6bDU49pt3zJfp6c7TJ67fnpmtn2G5XTZJNmxxxY849tcV7QNZGYh8geA9gFEedxJr2HpB9MbW/3VC3WZp2DvLqCB/HvbRfj21U2yeat81JRC3EPwvbWcH2/VmE1q/O6u1Hhe2HN0VBf1Bvv6/kvqiDchq3rzK5GNtjwTZXOJFRRFBGkJx8kO6RS399MIzH2oPTjpnE7aWqqs+wrfrkCY8lNQoTbM8F22czBYncy6jzpLDtKBK65OTlNjdDELe34ebwwnAegNId0LknFICxiYZ2GpG920DYEPon0d6ptzxgmwtgLY1t/AcIsqVRDjoaavKQ6klhtNuIzMMqkPVt8lY26h3F0dhsN/qIOHr67YqSvtFKU+YdYtu25xD/3ypsq9287FvY7ktDjD5eMqyeYuezQSFji9yVkaapxKaeLL4tNQfD1EzJJDbEunOkKOW8TODd9u/rpWWyvQ3NDnfxoSrGqJT543Ly29v7UxSfZeQpbDMnf3hnn/xSnX0eqd93/+SaANEyTHZvbrLE9vWVxvac3FMsZcyD8fKp0xme1NtqgtYVEtrgcZAe0enmmMK2dOOGR2ZLDHGVk5/QWdSUezg/Il5N2Uk3FXgD2zPsTaOzh4+pOGhqbLNR/nJ4CTHUxnaITZr3mtJHL9/CEA20Dekr2xdKr2wPAUiirr/FhrWzPSxbomcqOXlKOAbFisJwECkI09vvhViPTlAcxW/fOlBxgCpq6IuR6EzF7unwabmJNnMZgcmWTmoX+LxPjv1tlXYzyxYSy1TvbGt/gWR/e6rTcP0ZZxpX6cqpIEnPoXQaY/vXz8Dymd6JhDEZBU6m8EdhOyv19k39FMQPD5ew/SD56dNTt64K7vsUrut8mt2rLFEQmICVf4/1cvxFCqxd7Tlb149Yr97Kvd++Ggj8QcHAeovCtnBJBrMnRuin6Gk5Q6k9eEw0hhGwmWtrIHdSpDSFXM69BjLfVuRTdQmIeS1H7kqSyT+pv0+C7aTeZuxW4XvO7hmxHax8F549jtxqfvmCXZH+Yq3qbVTTuxBqROFWnDah1QDAf4OuGT69fWGvDc81qBJD73znVDuzzWHVeeiq5a+7m3qiL4Ffdj3CPO2ABwlDgTYfkeiO/BDOY/gGEWVVo+1J1D49gm0uj4F6rrbdmLRzS2wZblAbPHzt3t2cP4WaCbaDHbkrZKkoW05hh+MNKafOSHHR1C1i3Nm31U36RrkNMi3CKm9aie4K0nXOt8HSW9B8QGkz5H9BLk6htAxM2vpbqtvs9dltF1aF7n9/NrYfLkKb4B6rXLR7jNYnYzCF5FOzDYIWOH71YALf+5Y8TVNpAFXJOvVu9Tt9coVtcFeub29bT2PVucerIbGNXlpHBmBHNnlXvyFiOxLG1VqkGoKD04ImW5dsk0cOxgdJFh9fAi720uSScsR2/E6cm0tOjvEXsM16e+ZU81+wCdaGupFaBKOxH0SUNnT629F+DzX2tw1FCxG3t5JH7ylt7LqRW69PsJ2NXErprbzCNiZkRDdTcgIbDwUzAGAy8kI/9EGLg/bKSrhdauUz3rcSy++YMEYjAjTOdIE+ghgiEOXMV7hcENuVH2Hbhh5bu9ZIBBdqyoF7GqfhsYLxUZ9cCZbXFHelXVO6Ds1EpRz9dN/xg1+NbTXZhodnxmgkHoNkuZt/wmz7MrbrDz883YdHxeqMn1n1YxgmhHkze12v2u1Q2n51ubinuOD9w1leT2xXH+87dz/AdpYevdfX2SoQKXH7ac7V7XGE/Y3OcbidDLiB4A4HXMoRJBEXl/55Z0Ca11job4B2l/h/7CbMVI3tpwvYdp9OeahJ7Aa2W8jJlxrbaKYJtsFL+wZsA74bVNyw38N6lrbUZGcNn/yGgnsTYhxG8soWGf1sFq06dSgvBIOW5h3c3cRpk0we6tRTXK0YdNGEA1WuNxn1vJ3vgBPnzkAdYeO7yia4vJhGfGQ+Vo41IG/V23L+KocZWLlMAmvJaD3hagE/hIfbH2GbqqQjS5FWuMUdz7fbzWbz6DVA5Au240F4TV0MUKpbzUSOhSU36nE84PqXx214dmaK2QJtOxGjj1MwSp7i11H8K7F9r7LneLL9ICE69WWK2cbI/dBNt9uJ7/r9a2wzQp9gW64TYF3cD6udyneScjCvbq6plwa6dHPcalFpFFuUvOyMI3BO2STvxvgdqLy880hVpfFYxW1NYdWCZl3m5MA2v6rTTW2JqeXt07itu2gK6e5TKifH7F+JNVDUwRVsu8C2cFB1L820oaAkSqfA9nbHHFl6XSi3tytvDWCvfdJWMPPxUDBvI3fYGUdhj9iOTrCdEmAWbM9miLpWtTFxqteGUfpS7u+9juVBwqXXqGTBG82WQR3PxUPt0ilvBfOwLyUsTlyDXB4Pwa+xhVJujOcK23V0L3+EbZTOTabVzLWlY07VBcF2o2k1j6yW/lQtdCqFBiXdMBqdya5gv5PzsCBMYfvX1NuCXvhsZwvZYjGdq+cLmcyfxTlNsP0jcN8lMVqyaAZePLHO71XX2D45j93XD37Pr79PT8rl0asgL49b47vK91inwPb1p0/562KpBxaabFPH2J5RjXcw6CYd8u5AsA1MUKlQy7HonpqivksNPp+ltr2k8k4EiPWuSCK5KEO3YXq+Hc++ZsnuiBueYJv1Niby5nS9/iY7XjsGb2TkG+5Wk3m69T34A2DAjWAeknYKGvp+Y7fqT9uo05qE+2h4GdvmfYSvHkwA7lajbLS8YSlfvjYrVuQ3GiFUlRzbMrLZyjU2vvLX+XIMbkVZKRz5aXlQzktFMsvlT8nAHkrt8Wkj2L6/iO0whW3oq/sLWwkzIOF/tm0Rf/Oc6avznP5gNCKGRZLBtmNpBm6gOqj3F+hBaGwvgl+GbSVrCsfKYibdPCtlC8U/w3vgNbbrP47bErRjFBN+5zDuEqKvODDd8esKvl6H5Hf9Arbv6sOH7vd764LtfAEcDMseKmwP59L3jgAkRuhuqmbuMGhrbGtkM5ALePHOQNagZ/IG1wC96zJMYTs90pZXg7HaF0txVxLkK10mxG1nheYUTYGk4EYvjTn5QoZgwDb0TVkXQ3CQcivIyaF3EnAG9k0CN8P2hnk4TAWiQccODtvxKbaPhH1iezJ2oUTcur+9NUaeVah8KeSbrluzoMNgozU2adyQtIL9sYRPfro5QrAjEy8VBfq0Pf5SnSzXC/TJBdt3rxaksmfYxiQLu519vcHZn9p9rcpgxS6e7JkpMqnsdVtKiAGZN3e8pf/WtI7tNdj8IgVY/3ps53PWqNfv6dbCqJecUW/U/EPr7bexrRLrO11d678sol+3yLpH7EtjXQ/Unh4fLgT4W1ThJzk5X1Xq9WG1Vfnu6NvQnNMv19a48yCRdiDYHgDbLuN2JzXe5ryb8B6OZ08atAO9DAOK+UBjm222x2SFbKAa5um4HffKhwS2ivLu/HT7UxZpZgTTktimyIHyNGJODmybUx9DMLTAsQS2hf3Agtr/M8dDp/vFJ5ec822E7hCqKZQ3XkHraBxs7c44BLY70v27gG3k5M7Alt52D+tbNQcTt8pttrfyqk41W+0xEs6sahkZd/46vStSSOXoKDU1UU3fYPnbF/8xxjbSju9jm/rk7Qbn0pBnaHO+TSoKs3CqjqsI3a4J6+1UmwF2A2ZNqzMA6YnlX5uqqcc++S/Ddqa82J26/B2nYG7pj/Do/XR1gu3772H7UWG7HmNbpeWvsN0V4stZp53vPS6fXifvd/eV+6f6Obartw/VcX1w90Ns46e/LuTuoULylGC7OwiB7S6xPdDlNnJytPeHKm5DWjg+XdUnG/Y4F8NFGyn94GRXJH5zim2+wnrJkwK1G5vzxq00MGiWc66NuEFrvvJmxDYTdmA7Jzk5sb2nFgM75L7IJzkY9IBDERHWOOinYW4VgLsSQf0MksLL7bwFxaTdWPoIMbYTyr4p2HatyWR1OIQ2hRsqPacPhGatw9Aa5m/y5drAWWzWs2b5+otRLCokC45vEySjRC8T11/ilc9MD7un68cV+nzAduWH2AbTRK1j82+fmkra/KcfS5Zz7C1e3AzvWrJBBt4S10fyajpK+OTQVGqDx/ersY2k20uQfTg7buaP6KVlr2IKYe772K4/ADX4XFWgfWyLP3C98NW9+fQ7H6LVH+fzC3Ebo2znnACDuA2wtsCJ/i62yScvXEM9oDV/6CBNHo47c3bCBoH7tGS/rNc7tsJj2V+A8om4T7PVkiO8tFQaz2Au4moDlZNfpJQvz9fYZ4zbOLYf1F0dt59YbjvVq6vrjGkHz4Jtjrx2B2DbFmyz3t6wZtV65Ruuj4AotXFa9dZyB6XVAMNu6f8Ltu9PwM2cfNG4g4vn/mBb99jLrFQHbuP2qjjwqrMs9rjK2UKtB596f1LDmL0kgbsAHAPPX+I4jtuVBEkJEjyFa+OmRWVGl/S2+dfubeH6Yi9tcZxvT9sphnjiIuCkvAeU5AIUlQXRqRun+m7TxHpA2YHZ9nlOnvkV+qaTgCJyXMcBuLdrVEWQlwCyPcf6M/jkr7H98Ba2vz6O7y9g+4GZ+Stsf308xzZGZ8tL2L6vmMPW+QwM2K4P71t3lR9iOy/Ynon48IDYRmx+XAHbMOoadHqxwO9jsgoGWVLqNgwGp3ppKk2PsT3U2CYBRuuduuO3ToJtXDVE7hj8U5mC2d4lbF+jT/4sm2C7PckrPgnlEabcL4zbVFrBeFsI55Qsx5Mtmgm28aMt4VX1BrarErdN43ayD6OF1TQr2BWpNmcTo1xwXJuaCyW2zr8YzRm8S/q1IqI3EvAvJRWpk5y8lOfsK3eNNppxXb6p0+R3vITug4zAfoTtBRw7lch40vFGlm2J90AjdZrxDOzkNmozaGXzuKNuTW3v+ddjG4G5ZGBPHfPt2uawmaixdtnEKOKlafwZffKfwDaeU/fspaWQLffuKt7JKbafLmJ7eRHblVbrNGj/DLZzxHZ9LOGV2B53GLeX4yW3vVTc1tjWGkuC7TNYv4rbw8FgmOKd4san+fna2IW4rVgr8oryiGNvdY7tLLHtfFvItgg2jpDxgmuCPZEdDf52ivn9spHATeoK/u4Rt1ud5c7r9GgHdBnbJrG9963GEDKHqN7tnon9zOKtMXAso7n17rLZcjZ7e80++bXRnEDqsGdeX5eI9iQHR26eK3EhFAG7gn5b6bpUn/nQcxNOG9nkF7Edamy/cAZG359k1mXJ3MvS2gzHcTbhm5pv65uB7VczMIzPRJvhl2Mbly95p1JZHw6N4ydq0WFnGJm/Kid/qKNgvVd98jThjGV49wK2vz6+prycY7vOGRjWue4796/i9kN93BpUf5iTZxW2WVqPbRBHge1ep7cSbKNH1ov5Kd2EgBbH7bdy8sEJ2OMPZFdEabAMzrjmJzl54ho0JhnbW7Vc6ZOfYXvjLxS2yRjfbbDkSek0poa7gFsjUCT1ZYl7hdIblS7kj5e71aA13u2XaWwfV+TvJG5v/UjcA7eQSMVI27i6LWXNyWw480ZG1jCuSuiQY3pd+nJtVHuw90HpfWtAmapsqO1uBnDshBbKRqlQui6YjQEyfPJfd4JtrI2+ImM2/Rjba2A7FD9ewTb73ZZ2GEljO37dHjWPfkHc+OLMu/8a2yzdz7H9ayih+VJBNIz3I1LUcmIJVsxUSSj/q7CNW78+PmGwdQHbqMNfYXv+9PUc2/U3sG3cVC9guy7Yvnkftu87QzbJBpMeGt29ds9fDpenOlAxwB9ROM/dYaLE8l1sH7dD1I6nzMIHMcE8wfEyHdI5+lIRHLuR/qq1JFfsFNuGnWB7h6H2Hsy0RYRgjboPq1wULwayF5Rp8LkWBkuwCdIAIPwB2PZU7797jm1TfH7ZGBJ+GxQawHnp1dBSu21OXN+xbrPl2yxkF9AJh8w8Nd4rCPIT8zpbge4CpGlv8tIvF8GG8nWpajmQUh77EWbxfMgVN0WuXs/ATrFNeXVnlBpbqw2RxTSlXaobZXaqAqdWA9tsF7QQFzAu+PbLsR0zz8qZ1cuOkrl08QRPDWwWd7cp/XXY7sbYTh+SPZ8uYfu8J34B28Jdua+cY5tsN2B7cN8y35OTF4ntMeP2cNJzJj08c3x/4nUSXX6tcaoD9SVsH+ttd6C65IpgqsQeh8f9ba2mRJ/OI/s0hW1x3mZT/GkWY9tfzZYpbOcF22u15bknL41O2xug2fM2GItJyPYWQk3jLjegE7nj5Xi4XQ5b4y2WRTSF9hTbVTOgB9E+nC1QsAdKgA0ZgQM+mlmFnZ83gJwxOacUuIiZnY2GA/fdBuguGCi3LP7CLDXynaB9tnZtN8CqycvC3UmbXAj8P8A2tRmEgyJOIXAomtJERH2Yhrz+ON4OA29leqbNoOQZnmFI5mx+/Xw7kUJcH6Jy+vEqk8Phz/D6u4Dttxrljw9POic/xTae6G9hu/sebN+e5uQs5wXbqLer1AL5US+tJHEbgvqzid17lmiwXturwVEpNdY4lUNsD5I0/aSXNkywPUyl3PykaCEOzlY5X2Nbb4k8yWUBT8zvYBuSaYedKKaBdIpMnEysEHn5NqA2g/9NdNPwXJa4TXpMtByDeXoI3sB2NeQa8jYwa1u05aCXiq3IiHUywGuv6Lft2rHeAkxE+EqWOCcO2Od2cmbyWfhdg01D16BVSLNR7obPuSlyc47tzwm2HZWT16qkqpBKzrH21GmrhJtJeBy3LUowcDWEmyRtJbqE+bbWU2P/LLboJoUFmg2W6qX5vxLboNWSlW6UfVr7FWM5GWyH2QB78W/CNkbZr+O2VOFQPf0JbNdf9dLqN7f3F3pp9fqsM7wXza8fzMBur67ue6i3J8S2Y3PuArvK1aDX0UKtx52QN7B9LK1TcTvlCSY4n0nLfHjBgSCdk9OGYKYIqKreXnqn2Jac/OVbjG1ugAGS8M6dTIFt4DNaM1gHNBihv8jaC2HLCXBHKzz69hBqbA9e1dvE9sshdPYBHcVcx8dUDBtgUFv0fde33U3giHOhSK4o5QW1DIYlLy9eDZvYFGVF/OelBQRY8ms2e+bk0ib/LrahTx4ClJRD7Iv3QNuyn6WMFnMgvbmN8TZ5K4A+V0TAYlMhms6+cTEu2gyx2R+o6PAe+OXY5kOQSF50Dgcrxx0RYjuPJB1y8eXcH4XtQvkKYojxKtclbD89EsMn2OYLqCDzV1/wVbB9zkQltrun/TnMt28qiNvpFU/24m/hbweXdwpsvhm7BdtQwS9fVWFk1UPPyG4rE/dFMF0PFXk0BjcFjYdPeDtG1jzQM+8E20QxpcmB7WPY1n4jQnYBQ2WoSGonXTNshoyHr+bbgPbQXcIzz/daPqQQie2ZYBura9dfTOh/LYRRjpVrKO8BPosZmWnBgQxz5uQ+FkYorIRnMtC/anXYS8OaGpZFxh0xKU3FbSVkA8bqTrkZRIj2EcXKQ+ygBBtsia8DFP2LLex64e/HoC2qy85MOxCTXLPyBpPBbBlIfF/tcF9kDWzPeagesBOu2uTfwbbk5AGa5H07UUaLddDo3Ds6yqOpT6fKct7uTNNpe/I5B+yXEXlpL5RmwNUmjHq/EgJF+IFt6NNLZAPhZaTk3p/HXbm6qXCP4i1sI24rbN+nu2kP7Du/nm+/ge3OBWwDuSd8cjxlH+5xlRnfg56msW28ge0vMqi8uh/SyQpBJ8b2euoPjtgmuJXX3vgtbLMMB6PFO8c2xVhoZDBU2E5pLNE6bLZk2X0J2zNiexx4LaS1SG4Zt6l2YGaz7JO/rI/YBp4Rq12ucwQgPG434Td9aOLFCfc+xI/uAtsPQ0giXsb2nRlifXsDfRbcnak0G2q8NkQrL4B1CdhxEx9XD7fXQ/kCJZfJUFxLFYca/0wouvO+8q/s+ZRywMr3niNrPLDjSZv85sfYRrENwy+luJCwwpttZ9TXXn/6QAdt2tcyDepO6K63JV6LWEPMJ2fKvngOfxu28zkD9KHIpLsIg7Vhg2DQ/LNmYFiDRr/5zl1F87ey8jS26yfYXr6B7YdX2O6msC0LJ3XufNzW04qpxHadffI6lh4q6ryJ7WtYQuSvmrZgexpj+xnYTsVtcdIkR3w8EGwvL2BbzbWXr7E9honBWGF7PDz3A6ONJ/SbXmMbBTfegTwhzLUVtslrcavw7Lk2iG0MuIWYhjYt5RSobRqgl3bA3ie9wF64BooUfUcx1C3pq7toUO/4h+2sO6RN6Tm2qwGwve01bXDOAWUQ1fG4KxBL4OWJRwc3ZrX2nIm/nBHUQ0owENyoutHGh6zKDs4/aFv1bHtgT3zG7RWyfFwTIui2NF1i++7qx9h2njnfVm7aeoub0y3baiglcqVxyBq8n3hta6oLk/dRsvKZmHBP7TV8en9b3M5lLDqouhOqR4xQFokUYuEPwzZ4TJXZcrt8q1OOGRixfSKS9nAZ26CXXkjUz7Et9TqelpWbc8YptsPq99iQaFxV4vMWtvFvyGetGbA9nQHbjvTSnv2pN+wofRJ1ZJdbTHoF24+vcnKsizB6ubqpdszJn+DawXr7HNtDUZVian4R23QRsgO3s1r5M19ycmDbqd4Uie29kFcO0hYHeiMtavYi2IbsCl7AKw9DqhhzwE2j+y1WwAart7Bdra5o521dVSfofaH5RfW1CAWBF4KnFiHT9qiViH65M0DMnjhLHyosq5ByLPRFsJGvDya2ByGIycSlFBMeAtvksIbyt4Hh7Ngmz1zd/KBPHgidlOvbal+7YTVVT619PreWJZAjb0XUGZpn3gOCbc63178tbldg9TcR++29XhnZr/N/HHeFcfum+xgtLxfcqbj9Dmx3kah/H9t6TbR+b2L7/3S2zbe3jNtW9YjtC3l5RbCNi2zBmhDbGLW07QTbk1YrhW0l0NB5VNgevsa2nm+fYxvYHXB0Ts7p8FXcHkoz/RK2Z+ICGLgtoMteyf72TDinqLeNKXppfiDY3hHbIcvqF3F4379EITdF1jSod2YLKhpH4RCNgGA77wzg5DlXbf9zbJswAtweekalSZ8StreBbbTIsEOO/Dxcw6oXxt6rCHhGTAcKVxiURaslldzsYW+GhhnMe+FLAvhj0ZSfReEuPbatV5wJtj+9xnaau4IiILQ5tz7KnVmSkbfbdts6MtX0iue03dbRXUQa+Idm25amvai83JI1MfbJf1Pcln9DcNwX2ToFtUryR2H76qpy2+lGq8ut8vr9I7Fdv4Bt91X7u959egvbunjHNULecFdEYVuLIN6p70BeWqNZva1UUui+gG2u2OfyWMXt9RW2HbZrkJMvJpD67aSwPYAKIqvuIWLga2wPlLOn9xrbsf/IKbal3tZE1IvYJuV0tvJ6PipdyCrN2Cd3kJNnsWLZF51iwfbWpxwifbIhohSwvN6Q2MJe+cIegRq64Phq0Js/ucB2B9Yirh7pnWLbvPNAWtn37iqN7QYztBWm23toMiwiaj6E6GBDhDQEpUWQjowAqF0HC/yUMCL0vaULtzLYdzvbzcoZDoCg7WETbnC7azs7r2xjBAZsf7qMbconeArbIK+sfZFmoLCCaDOwYbd4puiC7pbZsS1Beugt2gyo1kWbwZ4mQ7kFG/b4UX4TtosI3Eam3ERTghdDf1LOlc3sn7YrAmzf3nYeg9XD5aT8/qvG9sN3sK2/9E1sP6ax/aCwXbkp1ZMueYxtvBlavcbt98CtsP0ZHrNWD+I7eJ44wPY0he3WEduI2lgTe/wOtgd6vn3eJweKu6+wnZJLu4jt+ZwENcyWl8jJkfTOj9iG0hHKbZ/bIng6rbdkku1esIdkz1DtYeTko77EFqgPPEDbGBE+GrdgQoQlz9YM2BatVmD79rSXhpC+2/Vujfpu67pLYvsQQWp8D/XhlettZt5+j8Z7CNVylNXI0KHHRl4ravDBwHZxCUJgd7xgg0vRKqAGzGq1XWJKNnN2q9IMIzD4/L2NbU9jGyRxjqvbagYG/21FQ+vH2gzqfemX9ZtKfCFmq/ED3VY73kjl8vYo+H198gwdzgCEMmXkKpRRKzBT/yOwrbTkM58/F0uSk6+WD5eScsDtK2dgCtv3SUft4QTb9YvYjq8Vgu2uxrZoJQq2jeJVQx5WHvWuLiLI7KV1eo2rE2y/itvZz5+B7Syw3RRsP/eP2IYASffh6ESKpbDh+Dtxeza+iG2U20MZgb3CtvDTKE0+vBi35/D/G2Lx2vEAlmWSk0N0WebbwBUa5SCJYvsL/gK7lwDP20UIezBvs5guZLrtPdu010IibdfduRtjGwkIL0Sn2DbZS9sD23f3cA6DjynbcHhnRalTxGjU0T3HZ7ttE6w2W/TXmCvQPTiS1N1Hno55PD/w8CW46mx8L+T0ez7f+p9m0Tux3aY2g6X/QrvY5zBbEu12LDnO+TY1GNqiztCMb6WvSBNVN1puuOtRDRGWgI3fl5OXxII7z/k2J2C5TDGXdv77j/tv0yQdggHFTzlIWna7q5VKl1PDLx2hwUvT+5yKOqZzd9Tbq1a9q7re9/eqiia2k69PFBviuK1vlodG3M6WavChlEJcAR7Av3voIEu4vxEzSeL6QkPt9qbwif7hhavmoIfnCDK5EZrlnI1+s/0ZSaepuK30TAeCbVEzjS2ETvjkR2zHIogxiUV6acNLQsbLC3ufsOR2ZgN30JotfYdxG9hGuKzS6t50DqpR/kI58Qj4RtpNPxGojTnoWaPiheyY7a/FzwfJejTrzezl1u20HCyLSJYx6N3dVE+wHbHCHhjENlXFRdF46S4P1FJcoQcH7VPoNoBfsguicAM51SBC43w4QaPeHU0gfR5AEdVbi+gqx2nR0osUtnf+pydge1n5dHMJ22tVby985PsBlJEYt6eM1mSwTOM4jGFWvJXdV6X0iNV0O7lxejQCpM1vHMxFm8GLsU3uSmT9UgwgIwcZLZeL/2WF0h9Rbgu2P8GxMauxXel2l6t6mlR+nE7dPz7Ogb37hDqWxO055HUFqKm4rYbeynAoEToFtsXYW9/8QC0ljW0luqTK8S6+CeRdHuutBrFdvn2jWQ4KZP7Tp2Lu9uoe6p49Fmzn2O78ANuDc2wvL2ObCL40A3sL2zarbdsOnKHHnBycEZt/BNvZO2A7EGwziq43uzU2uIUyhmqTlr0+lVdAO/WDb8TZYe92ZFmk9TAEoVycCHuds5z8XmEb+rAK22iYHeAR4nLONkOPHAn6itHchcoTgjj8SuH4GeGygym6M4RtEVpnKPqDNVkvQoGBJvp8tnDmT9t1kdhe3X0f22tiG4aduMYS3bHGgjBYnhVrRfuKKG7Kc+wsou5kk2JupwUc9AEXJnj5XdguEdwKywJvug7AX7z8Z2I7OsN2HLaJ7a5g++FIXuMKicK2YFjp4hOeGtsyelJOezG21S61AP5RY7tQhSaScEDrCvast5mTN6++g21TYTufuQG2YXI3YTtmolYOgG0nje3uz2F7cIptybOX45/Atpj/oX52h5iB2eGKxTb+aGzPYB4iOTmcQ8J1hNHyQlpmLnx6MHnCBAxa+9ziftkrFxu3BThDoVycRVRvoHNXqd6fYhszMCyEANsz8kgx0NmiF4ZrAybX3L92ZQy2QqtqQ5LpCj4FK3sIHRYU+C53tOlasCGfjVTTHe4fQAXKns9D78sYbfLoPdjGFti0f7KULQrlSsNYaTE01U5ne3Rc51bKDGoGZjVTwg74AN4Dzxj9J9iOol+146kQgPVOCwKUylgRM0H8FqaFPzNuzyMF31Noc/j1+Ih5rnxSEc6Y7wpNZc72t7C1H4S03UmwTfh81RYACbYFZClsG9l8tfegsX2M262nTqt+iu27c2zn85/ynzB1rdNDVpxghxrbz56bwvbRY+BRY/vUAfBtbB9r6J/GNmL3yh2iZW1TxlT0Gpw7cGSvjNke2OYmGBrlcAp4icgyhUOYP4XHABx+RNpYKTR8o5Pn1huCTLeNYCwAe7Axfy5g+9a8hG28A1Q6S+bV2BNZwnEMLbWAcRhzayyezSZgpe9cNMihjg5KOd0PkI1HEW0OSEr3FzMf0A7w/womrLNabbwSsL2MjE+fCq9QZZ1im/a8I0Usayq9UivxHjjZzaY2Q/NcnWE0Sta2E24aGup2Mt/+5dgGBsrObpdWS9sf3OIfGbcfT7B9QinBNmdXeN/d2OFTxBFfY/vhNbYlbneP2H48wfanI7ZV3Ca2H/DZRlJv3ypsV86wDUvp/Keb2xa2O5FkOs5oFGN78e+xfVpd/1ROznobhzZ/2BVZecs4J/9MbNtkjYscIt02w/0LtIg8f7VeTGZMlLnKTfIKE3N0uj0oeik/TtDN2Px+Ejn1u9tLcfuW2MZuCK4Cu0NAFeXD1reHHltlwyHi93LieIjNPuEMcAd+QOMSfEADBPBU9tuluhRggDYTs6LV1i8P58D23afYFzLFXTnD9lS0GWQNTL1W4+qTuJ34iqSwrcxGRv3GOd6Vr0iYxnYvm/uV5bZzAuy9aCFm/kxsL3Xa/RrbX58epcgWFD7EibbGdjfGttzIXlo3xrbKzAn45VeF7cc0tu+O2H58SLB9X4eysHX7FrZNLIIZN/kicvJs8aY1BnnFskF4HD3bGtsLYrv1BrYvAvsM23Gl/c96afKCAIpn5ExWuhG5x8B2htiG0CGaVt8odQrrATDA1zDpojuX41DZNCKsOSCmxyd4JJGwphBtiT0QTlC9o09+0kvjHlgK285ygx58RJhug6U99pBwL+E96NEsjKufK+ynwd0PPx0l0FcBsL2LFo4L2isS+YCkNqYajgvKfOSXOmilRWbxbWx7GtuLZyxc90f2UZpB3j6ntRnUwa6IVj6NW239vn0imahabNBmWGy+/TZsl6Czso8WQ7FCw49AhfJm5o+M21+fUFQfVQ5PcvKL2O5ic5Pt7+7X7leF7bGO212RRFTYVojX2P56hu2bT9VOjO0kJ79/GA9arSRuYwAm2OYczLgzOdCtGlfENlLym5aNjm+PCgB9hW0oE3mvsS2N8Z/EdrpPntr7/GFOLnppszGipOcoD88x9qxMwfYE2A4UtnfUKd6t0RjHCAyYdVbIhkPQNRZ05liI/in2NMU5+xD5i5AE8wjDK/ce2K6meGmskXdDmKtFjLiu5ORwEot4LXAx/N6j8U09NlDS0AXHSB2FJT6gfecOLLUN4/vM2x62vCDhjoFaBsX+WhQYHSA8gvDxKyOuz+fYRt8MPzn/K5iePz9f8BBJNry0J6/WYZBeWlqggcfBpWJqf/tt2C5nbIhNwmFMp/l0Bstl/sy4jTFm9z4RHz/BNiOz3CjeeK+xDcxKUH6F7ccjtuHZjW+BG2MoI/TcFa7iXlo6bj8MWtztjrGtKeSCcQPPacDbyOUBbsH2PPCGvRH6zBrb64WbxnbnFba7/wjbg3dj29ZqiFyfZDbOxvmw51RT2JZtEUzDYLwdrjfoTweUGFltA/huwinnGesjiFmM/AHC7BLeBHiUgFpJNOHdtsBLq9aPO54rhe1KFSU13YqQk4eYqQOsK5gO4suc4SxETQ9GDddGXTbNI9fzsDSO9c5JsI/cCa4s6KrPJpDujrAViofBsvt8E5QH+I7A9uu4Ldj2jtju1xoQVgAHRf11nim50BanXlFTYpy21MaIRRK5WBLwiMeAiCQ26DWS4pPjAfyTeruXy/86CBRXhz00i7Mx0SOT/eNmYJ8/fc4A2w/A9uNd/fVhkv51POb4uq7qbVVEdyUnB7aPMKYzUJyTv47b3S7D9lc9GGP/3bi6Mo9xW8ANbFcfOq37JG4bcA0z0RkmN41AbzUgEFQp48n2qUBsz1ZcgXCmTl9FiG8Ld5lU2y1ZFRkMOc0Gp2u+dMeiT05DzyOdfKiw3SGC45vHY90r5/72gOtgGtnH1+STa7TbrMYBYZ2Qk3NKiXKQuxyADKsj7hJ98hxy8i1EiteyLQIrMJDRQFih7CE4YhhabVeogn2odzNsP1OQIIyc1nDgbuwmnDl34TIkobR1U72vp3JyFwF9N6lAOI3XAMRrNNFgTIa22AphHEEaDLMVa2tcbqItLji4ywo/FJZQoJCO2xDfkbNjb9tliQ/hFV4iAO6nKAS2cT0xPr2BbcZtT823sanZl9G1ei26K02xCUom2aO2UjptS2ndVkOyqVoLUxth/ZHSZmgLnxzvxNj2dS/tF0bWLGRODe56Etm5Ah8aPObsn4nt+UVsUz3p6emrOG6qdDqN7TGx/fUitpEHCJpfYVuiP+t4pNZmOm7jCLaHqZxcYdugW7dp3BmmZSFuV9BHI3MF2AZrjEueNrAtUl2kSytYky4K/xARWRD3Xe5vP8XQVfKGauuD7yBuD2VPW2spDWaz8+hs668a60/NZkAIt77GdAniHZy5Q6IKwvVyjBLXFWyjmAZwqyA/ZY1JiOF1oLZFMAR7ObBRznUL5OSgha+hqoCQ/az2PjGV2keTXmeyQqd7tACjFFcnoNO6uU9LKtU9bp5MKiCxBMgWEO1BHXWdMZWRKKvvCWbhIcjhN5ZXPJba/tJbkrHiiX4T2eOixDJjf1xbiD+5y01Q7O3eiW0Ikac44iMtsjCyTzQXRqfzbaWQJtoM9igly6CV04D+9e/DdsU/hIb0xZWmUimbyfxhOXmM7e7X5eNd/f4StsVYpK7j9uNJL+0Stp8E219fYfvhNbYLaWwzdN+TVz54je2GKeU2sD3C0xk5IlNywTbCZQuNcooqSX1nAw3MyWn5JfYBHAkrLimkFsacw+P2wVA9gcexl4jLnByKBRBWpPEm2NTjmFcuMzDAH59QAkTzmQ7e3ljbE4B7xkAnn7AZvZ3BjJgKluSSgyTmUQg7ewe9tDWZKcD2y37jR+h9Czw8hMolhBqwFRayxOTLnp3bjd1o9DyguufQfWBoz13v/gzbPrC9H0L0OURWbQOj+H8hUkEuX8obvoMDCON2SrHxFeBCyDPb5Q+wFGVVvkPooxJYzV10AIzvY9s7Yht8OnoCWUcVBpLN+s+jvtJrsJIbR7Ymjif3Q39NLIba/XaKV06l0+Db78J2MeNuD9VyBvaGuWw2px649GdoKr3GdvRV7Pxe5+R1wLb+8G+w/fQa25KT35xjG9yVu3onVW8boo9WqbHepg18cwpnODzXiuTMwqJwgGhtjRxn2nGGYiNpIaFnMt5qtXReLi68MAgbPLmSk2vfbRFC7HW0QAPWP/kOFJoS7oq2BeN8ezhMTb1jMWNie3A61lZYJ+0U4X7lOqGPnJxIQk6Oett00EFDTi4D7v1msT5s4KjlU86IAyo4gG1exObzhQ4E0E/Z7Tx70BxErmVNdjunjn/M0L47wfbdPVbEdvsJ/E3JhWm1Bg50U7g8GsmhLiLHaNFW2RtQWIVbnPKxWBzsqJNKIfKtvJG222q1m6MCCA1LcnIM53+EbVu4K0fvAf162m6mzEaEqyLclaMdAd+tnemTc0iO+bbn+OFvi9sZ67AfHgvsUrac+yNS8rew/RraUm9DO+T+GLe7Gttom9HD7wzbX9+HbTbTjJtbs6exrV1AgO37Vg9OOTclhW3RPqyUq9ziNswY23nSyRW2gS5i2+44Az6NanjGYw0s7qUR4Me4jRJyoIUQEdV7AuOe4pqCixm7iqQYLDy2KzV5LFgeQxyxfLa0tUiisvIeCq5FRRSR31stHe5Quksfr4SXZsxQZkMQDaJJSMqjhb/fh4T2JlzYs0W4paOI0l75Rv8BkFfoSOC4W7fZnOz3zj3A3RucYfsODIztbnZ7ZyDOujBHrQ+cZSCi5budKLgo8Cbn5KNd/LG6H75mz0gdRjuX7TXDwiUmuoO/7xvY9mJsgyIKTSUrlkUifYWWnkqbwUrzVGi+a52OsmPuipU6bS6Er19+G7aLJe+wqRELdD4UMUS8Kv2R2H6Mni5hmzOxJwivcBmk831sf2U37OvT10vYHrNAV/PtI7ZvYUrXUkMxYZl3pN6GDkqnc4Jtxu0jtqs16dt+Yk7+QKgJtut2x2ILFj8wzYM6YurVI/ZSe5nDo5fuTJpcpIyNjyLkksMPx6qK1kW2PYu7ZYoursgpQ2mFi68fdzqFWGpz5Qs1N1+RIeZNeFWB2Cmw3WDTBtiGBsM3JposuAPIpG2w30RpU3S9AlFMQzeNjn809cTddkFviPjp9RqTzX7ZrCMbaRmnOTlI6ljydCoiZryqYpHmbsymGdtuRLfYfRO0uwS+Gu/6A4XrGNzUVpY4TgvC0OxB6im8u/ryCtzZM2zLSnb75ACqSpshrZUUazO0rWOM55qJEmSwEskGaKjhAde/MW5njOCwtoxyNmGYl0p/ar0dze+ql8CNRbDuV65mCra7MbbBUnUF249pbD8obHdfYztFUtHYvrutMCdPsP3w0AJt/a7aYb0dY9tAvW0YxLahc/KawnYBAn03LfHZBbadznLmTEaQGEX6wPApuCYwEXjdua00SBnl1er1kMUz9T5dIo9FKd8ApoCmw8pZfLMFu7hN4CvVtiq5l8ulKr2X6n38nfNzS3em3+KsAmx6InEYo+RG3MbGPPjksB2A+Kj49B7gJ7ILPPjvQWNlBjGFXQg4Y94dKMopXT1AJOnBoXfr9rA24TXZH2/AsuEc27u9gz45Lg4e4vhda3tQmKYGxP4U0C+7FxXRXzSi5RNyESA3C7fzXeId+okvyMkF2ze5H2KbWhJ0Akn+koADr5Fn0Uy25ZU6YJ47tnwgo+wpZRme1d1wnpMTANAvv63ezhhmb4JLrIhViNUwEqTen7IrkskqbH86Yvvu/hW4SVaDvsD9EduPCbaxnVxPUcdPsH0yA2NOrsmlR2zX7yq3d62OZrLGq2P129t6q1qv3F7AtnmC7eKVYBtF8xBPpPocIuXNfg9aBi30xCHWSySjq4R0miOdWM1M1c4ENxBoT4aC7Tl7TcCkI0EZ+Jw7Mqm2lWT5TL0W5xDQsdFjRlcOHWgAG80rkR9iE95hPc/wjq/Hd1z5rLyHPZTAM9fMfEJOjv3tb3sMtjkDw3A7oNxpKKk31rWjF+85xPib0N4IaQN3xlr1sBMd0NHe7HyOtRuNCjinR+6Kac4JzhkwDe1CD8VLhdg+KMASphRsitG9j8O4/rSg+ySs4yPxH9y5a9Bc349tu1mTBc94BmZLK00JL2hxBq1jivVuyC1ZsRJDe3qUPNUNOOUvhM57Pwx+F7ZzmR6XcfYnVtxu8Y+I2yihrlXr4EtWsN0Ftu81tk8VVurzx7loMnQ7yeJmVxz8gO0Tv0zcKtiOCSOKBkYHkq9q5P31MTlY+sK1BDE2uU1Zd1XuuiiTE+ZKRWO7whGYUVbYzmeu8IN/urnCmpTGtmUPaWsBGU9cLlS93WLraahGVFBg6CTTbMm80XTifNXqDTG2slWzfcKqmUEa7wkzHI89sFVFLoZf7EOjkwzsoor2qU2CpjLraVea0LgmOAzwiN8OcnJbDAmQtDNuY7fFmFL94CVYy4D7ZSsBko2uXei4z+vdehG+fEO8fmHgRubOaRnq7/XLzhmiqR5Y9zQ+jeO2UkKsIhkgtvF7QoEcVlHFVCPP013vBZc+Dy+CXQnO8Tu7vfrwZZcE9Bj1e/5kL3tuf0Ymemkv0Z1s+p+3otbANo/mrjQ5zU50VxyvzRl2O63NMFXaDM0+O2q1tiKj2WChix5iQ0rxpO5uWxiHC3dlp/4tasfzFza7RofTRREcJycd8+J/Wu80l/lCNcFPP8Y2uWpPMBZBrKhLNv5VH3TN0JtSAVu9fFXQ7T4k2H5UhHKi/iF2y02gLZui3dS1IWa1oC7uoU9ePsE2gja3RCyF7U9XooVIbKMt1kMO6Mpk+Jkk7vlc4jTE9QlrPQKShPpJ9M7E3OcJKBVXdxWMqcuvrHRsqZ5VFU0FFZTitmTmzlyl42x748iIGKMjn2NiMKf0lIkSg0C3xG1g26bWv2AbuYYxDYNvHGzLDqfACf4+mxdU3CCo+qCYy7II6S2Qa2D8DjgWQ6gHLXu5j3r3TSrTCLarKWzjIuHgFxWA3VLlbymEnIq2C8E/b30QQMetsn0csXWQfnnRsVrfQZXfmw2kyQ+CbfTJr17beJ5jm5CmoIJoMyBuQ6u8r+KwUmuQUCxlNqEfKzGIbZBEdAns3PxWgkpcBMdduOP5e7BdLtVmzulxZz0t1JAtFP/r2M5efTpi+2El9faluI1e2gNmLHURUkhjs6tfKw3TbqLF0H19kmtCfI5Xiaf4qJsBpqfB7QVsg05unGHbQmbQ7fVQ201Q2SESLALX54riTHWtpUpe6oOZtfhps5B+Gs8DrEhgixAzIop+Qn9I8Tl4Agr8rjx1SVhJXS2UD/mUfBr7vuqecgOOL89z+S4YgaFSXwaeQjaFwDW2JxBk2IORhtBMbNP1D+1wmAXBxt720F3bfJN14oBCxjLoFrUGtNa8qQdsE9CwUaumZU5NZ09s31SroK4FaDwa1ZD2InT3DukqsJI6muiN+2VSZseAJrf95ZiTS/6OVfKDMwt2m2rzvdheTNvkm4xOuStQuHpFJ7cXJ1qI8p7jaF5Lmr+CrZLN74vbRYy9smkfEXTSxB0MBr7FYubPwvZyWb2Uk+OQXNrqqLUuDck0VJ9Sh55BT3N5V7pRc/0meas+ED/Mp/Ob50/yaKiMB5WL2DaA7UaM7Sw1lSiAhg1u+7k/46rCs7dm/Uv5YU0THQqfTPW2xYBAtcjQWJvMEBxs8DqJbUcWrW1byFm4oM8lvxaO1pKN75l78aib53PGRzyw3BOJ+IxbktjhJrZngm0zxnYo69n0F9gzYtK/Yw0+2mJiI24jSn2TwP0tXIu8MQ5NhMAqw95I2DZrtep95XTHszqjFqJjmHcr7H9xWFgNdZtcArC/UsDGQN3XTBkcuVFjHWPv7S41IhPsvzhcD62+GbezaWxDuOUZKO4f3QOUMsOJPvmZ//bReQAc88QULBlzI7xTm+HbEdvRr9cwpjlv0iVnG02a5lmhlv9h2L5/G9sKrU9HKJ6C8gS377othv/T8aOn45Wim+Tkx16anoGdYXv8CHtZrPGPELgpnBss0BybCXMFL3q+3R30ukJjedLNb8TtTothoj9C1o5pNIItRt3H2bb46qgzG6atufXYW8bctt7+1G7daX0GcFcCZ6yG3SlsQ2IUNMqQtkE6XG4ZuHcb2HkuXkBWY1IOQG++UeeI0VuK7zUU1NabYCT2HEdsK6+/GVGMPjmwvfXumZNjuQuCCzLKAp9lBflz6ctvgW2FbDgJ6hJcBuDSIo+LcBW38YhQXovejtspbPvENhiB5K6Iwngznm+3Y2yn59mcb58xXJqj2OPv6Blk4bprw8PoBNvZX+g9kIPdeAmEU3WAbGsI9mClxHw8m/+jsN09YvvhDNtPSwXPN/H8jqOAHJ+Td+NPCLLfxrZp3JtpbH8GtusDsEh7LRuwJrZRdyMfRRcbvWnwzyigpLc/upx3D8azuSZLQ5+Y8sejEUYfYqbTEi7L8MTHcyyUdGcsnPTzLbCh2tVOlr/08HsWN9C8YCZcczvBNnppG/oLCOtsLy0rxE5IEG6iNaKes+FWNzvkCNxIpn1J9FXDnPKn6/UU9jbN5nEGJtg2bcJxcWvChGAf3pMRAP8AqB7qMIxuvBTxUE1Cih6qVD1UhDUsiKz4MQoLktnwjs8SY0s3A8zAtpta4y1sfz7FdgjFYcVdifEqrgKJNkMj1i89xu14Q4RfcfQRSsVtdNbSvbRfi20m34jT6cb75rDIygys9B9Gtu6TYwb2CQj5cq2xvXoD2/fE9k/jOHmtoJwG92nwThXbSYJ/zMkN4ZNL3L5r3Veb9jm2Yf6BXtqzPVxwNrr4tqBwcEfZ9IrRXwxuFBTik62/sbt0aDrXJv28BTvQwet9TUbywWA+Hg5iocOEuyJZ/oyx+ymRSVNMFuBaCKjLYKahLdj+VKSfHOgpkECEHtpG96i39OiBowjjNsfSEGYRgwAPrTroo0QSxDcsu/H3uc8BknGCbVOwfQgaRmWFXpp0JaDSQq0W8k6xjr0KPbWLKUYB8pYDXW/JHZXJ0Oa1bTjucUAAn5HJZDiLSF9xUKdHteZ7se0rbYZUHS1bXsqmTUmdsknWp3Fnor+gtj9xW1oLUbXVj9oMCbY3vxLbJayJlIuIGMkBZ9c1SJOCQWym+Odg+5bj6tV99TW2KWyawvYPQ/fTOcLjkP/0jqPAjbsee2kxtk0QyjtW7RW25yChoZf2bA8E288hbWdjbMsCN7VOu5Kdd2nBLfUx10FgA0DaBHttrKfHqaRbJ+E92fucj9Mr3ZpR3iOVfB6H9yQpF+apcNmI7ZlSRuT3uMvj2QIYYn4dUuuQNnPSxkJhTS0lH8b20Z7RNaCikucTlyy3X1iCv8C6F5IOa65Mjczbs7i938MLBJtyq90+qrNBATY40A7WaxBRrQWSiAC1qyC9UO/wNTfV4F2OyT05dbLPJoIrLr3BD7MFivD3x+3F9KjNYGuxBYg0OGmkj9QCmHPst2kkj846bqLNsKB44ym2fyXfu5A13Wi7OdJvIypUItGxiew/AtvwFbmGvTLq7TmeGGnuigri+Hv39BZ8z2/+OldZNV+x4TYfPz49Any01hwIv/sBvDEI9xPvT7AEeGyNFfzTD/SITcyTGZiK24ZZB7aRkzfAXbli8lS6Mnvu01PHIq+pp9lMz4h480EncQTTfXp5P4XtGQjcaw7NoOYAuQLsPZ1W1Uefz7kgNo3vgbBfiO3zPF2Dn4iWnFwdsFpMCtyjpc0ZE7C92Stsky6636J3HigVUj9gf3sj3S0m7FsZiiEpD+Ak9o3GCqOReZPmrlTvbFbINASDaMoS9bZRXYEUs6XOIR05sW62eN0EXOgZGbnvoPvMZewHEQcZm0kbXVSeajU6G91dZb/XJxds92s1ElSQXlviPbDQ823RZpAQPaL3QCOZbzfVDAwLYBxvq5URmWnHlffIEm2G7QuNlnwVt3/dyWdgbrx/PeLGf0vvv63RINgG5/QK0e8acVuwHYDMnaBbp+ccb98hbgOnkDtlWD2Lwemx1tOjaLAkzgXCIL2jJtLN7Y2J1RB8o/t71ZhDvXp3c3dzM6Ct7dNXzLI0iwVuleN6p6JNg9LYxs9WTbDNZfriVbXFIN9Dve0MYmx7xHbrNba7gu34xNj2kQOjtF0GP8D2+bmI7aNK+TjBNnmt4KWxOwOdU+ldvQih/KBoJNGGAuE+6u3oBb5BtCXYSiJ+PPQqYJW+6NP1zFTz7fgobO9mBnppu5VFbPu07Q05cOdjwyWES+SY3NuTyUTeMi5ylk8CQIxth6ISZOTF2HbxxY3Gu7FN4822sgASXprInYrjX1/rk4uvCAVXpKBux4m51mag6HGfMshxO23aFm2G34TtTL63FU7uPlZC3Mbw9sz/tHlQGttfruHRK8TQVmwZksrJWxRMo97Cstt9wvD66XLoVnU0ovX864OmvMAjhBlihfRRhGHz9qYCcLfunRWVD/BMMm+gplJvpU1MxIO71ak2b19j+461URO+Uw1o8yEnL0EP6r6FptigNz3BNnhjg6OVZzxfJ+/tFNvfBNuUEYWX7mVsM0bPhxewPf4utgnv5Uohm1w2egaVcojbqjnOXS+J2VBf2NLCHtsis4kd7mTDUuNZFjJVO4yjaDDNKcnCnPyGkD6L2/vVnbHcbZZVFjEe621YepLNyrc2IU1g48zUm4n6kJCm9Ylg2ybnB7sugu0D4/a28e64bYO4Ytt2SptBXp5jYbSUp8BzotWQyKfZerhtn2kzoJ33u7CddQ9g+sUq6RjENbf7hfDmmoU/CNtZYBtR2ZUpkNId6ckeFZLo+kMHptoI2tHT0+pJ9NDebIcpfHcVTgXbjNoAKbFNubObG6MDn3gHdtcYVIEeauPl3DYU2xWtXimNbVPm26Zg28YFHti+uUZJ9OmqjliMAReJKzG2ZcwzTFlw/wDbSIBXoI8uZ2/G7bOM/KiclsL28C1sz1TcBrYL17K/Dd8PwbaQ0rYgsjAD34TOBJJoL1sxINgofOs6kJ+lghoxwOzWuKomrDQT172J0M0is7LEhaKORXdie7NSW9rgjQaRYFtitj1TGxsxvNEKsOcxtl3PcZO4vXV9TMTfn5MviNi0LENbqOXO6CjCICQ1BHY7rczAKE9tBkU47x+1HXAbfNI44/8t2C5Bwng/ETIM/3FZOP+Br1Moo8OWKeZL//GcPCvYRlOB2L5vIVwyOUpvBstRcRvGb8t5MKcn0NMbUVuTVohtSciRjgPbcOu8rUgyzvVDIPW+jkiBZ/sQlBN35STGwIltCVpenUEicmrE2ObgNoXtAmaQn8A5rUPjbAIrWFdjG5NgULGGKdegBN3d05z8WWN7E60WkAMfvr/ejgE+T4SOh9/HNjSVrvLX1+CugOmhsK2G2y97DnCBnw26WlhWpnRCDGpEbvafPcgZTwa99iimbVVvNLbx66DS1ETxy+oGxJU0tldwG+NeNjw7t6s1ZNSmAuSZZlnGjQDe5GhskxofykKcjttUSn1f3F5TOZXcldFxgBVPwux2epYtEbJ9Ou9iNt7o91NroNrAe0ruyuZ3YTtPefIRPcDy5XJeILE5uFkhrImd0H8c2zc3jNtFFtz02CpTqpabkzdX2Rt88la2px/q1TH65MtoiaWquy6AfWRlrsRxJQjUR9C6xmfHj0oGGVcI6LhUOyjiCfMqREzvacV737kf4G6z3uC+5czt1rlz6N1Dd0AtxPJrbFdT2MZ/SunTVW/2AL/N2bN/gu1lcIrtTlxyp7FtPydxG357C+mGD3qv0a3j9iUF1HnKEnB4Xm8vV2q326aImWteFYDt3mLmYglM9Bde9PIGQjguL4E7ddY7AnsTB+sIEmeA9ahnKSn+6YStJ8eulfUqrroMm6rePth3yMn9ewD+nlNq6fzSKsj1Q1sl5XZCoI6hzZzc8ZZzMusgmBhpbG8E29gV2TWr78W25BRKPMkicUUq7Xbbbp/rqUDksH2+0q25K+32cX+blHTMtzEm2B2x/Sv75OWeu6hllVgaX1cyvZEFIrkhJtzZ/za2qW1wBVetAodg6HOVy8VS+XOW2C6UASVEWGoBdGB2L9hGc2aFuD2eM9vbnR2txzNna7x+r5w9ie37Lt0E+GTsik0o8oDx3cMTFrohIGLgPq16/eHEaezu4XHIXtoR21WFbZNx24qxzXUdYBsqoE8DewFsDzW24cmzjMZHI88UujvDp2PY1the0IQLnE5vFquwvIntV3Hb+Q62Zwm2bcZE86aQvapYAE4ct7mmIaRQiIaHHHDDsIf6RwA1mnse900nvRZAgOYhnu495cYD21uj3BDGXYtLYfXm/Ux2Qbb+3RJaLqScN0JOjMB0B8ZXi5kXTjiU0vCeJSn5RMI2vMJCtcCGaYFSVxNsb7FjcvhOLy17hm2b3EBLFj+U8pk6U0qgiUSS5qPSL10rqCmDIeKY2gxtfVWIhR3arN7pv/2bsI0l4TJTc4ZuUMjxHqBA82qMvou54h+Qk38qXgPbyJmL2TKMb0vXolFWbTSV3ph6Ej1ytxn+FMug1cIiR3SU10oduXX5+DT+Smx366pPrrDNMMOVbSx1VutP9A1s3VMg5KZSadWPPt1ysPb51BnHI7A4bit6wZ3ZtvH8ILbx35z/VOx10MPvDCABkGB77YWC7W4a1xxxPxLbT5exjeTXvQjsweV6+wdxm2OwGNsUBLZnhEe2ZAE4PrSTtopPvn0RqjftMzcemGw01AQZbeGIniMYNYOelWgNAeK1aqNabZQrzdax19mo2hRcALjBS9uFA/PebACsq20oAqeop/2NrS4y6mdxZkn45gzMBVN1ybhNpRgFbR23Z6utitvRe7ANzdO1aDM8P6vXSmXBp0vKUZcB/XnRZnC0NoNsjWAMTikHR//V+gx4OM/jROH3YFuctzHHbvTZaug3oLrCYF3IVAqouP/b9Tb/e0R1HRpR1/mrSql8nc8i7a1z+xnnsaUs/Tr400XWBpqTu4w6D+hLaw29U2SLtt4OyP/6WL8DtmWE1qLh7t2dmIk9PrBvzlvx6dhSoFrtphy/tRZEd/zwmDIeuEfcbqCRJiC3HGKbmjEFXGtv7wfLOZQYpv7zoqeeWZARRR9p3pHe2dEwiIYDXfLJY3A7qLd9IbLRrQMbz7PemSOYlksUbKcgrIkqILA8zYYXmmixGqK/0nCiorFt3uB3bgx911uze41wLbIJSdYDLXEbaoj+DIrMg1EvVg7rISOHUhQgTio5lfubDeOmLglVvYcRFrphAZpy9AlCn32znuB3hD2wxe6wDQJODIDtcMZNcnRFxkpQBuIwIr6KuT5El+F54M7nx8k38L2lVOMCuyK7Zi2SuH11m32N7SCU5Vadk4NfKtNqkWeACZD20damQLLT2ZdaWvQaEM3V5+m/3ZZAjwjfT+yFUH5A3aEfHuM23v2lcRslddHohfHoK5yUKKn0R+iTJ9evPJsHlX5/Mph0Wl3qKQwpqdCNh0cUOkOpTXrTcgV9pfH4NbLpNCVxG7wThe3He52Tj/Ua6KNINtxT2uWO3yXGGLEd+/6qxByfvdfzbSONbVOw/Rxj+wY//G3dXi6hfYauy2JEbC8QjD1Mfeby03eOG6ZAt8J2fBzG7UWMbbjTusImP7EUGqawfbIkohip2CV7cwKGettLSKgusM2oYMxYUEd02MTYLdomKoW4ETYA/iZyexaCda+n/TCbHBr3OPrVB3sx1t1tj4MMbLaCnYJnfUghJDw9A2DxxaOvFTy+8djQOUJm7kyCjY3EQdbrXFlHVbvsc1ldhWYjrYVOTxy3dwerym773e1rYto5tslaSbwHYPC1AJmlqUAs4y8G6X5Trk5t2ffS2gz0Hoi55k2tzaC00+AK2vR+G7bRDa8YoNVSe4Vkg+1hbeZKf4YWYvJ/xCojY/oB+FCrgfS6x2MV9BKFFayRLEGZwnPh/r7zON6+PoLtiNgGeyWO25RPrDNacDLG3dCnOQP33R2WOGJNwqcjtmMNpwdsiz8qbN8dsU3CL/4k2L6RFn99voqW4Ih7z4uhK9gOIF6yCojt9D/hNbaTPvk3uljCssMV8KawrY1FiO3xEdvH7DvBdiohf5rFxPMZZVeUTCJ2TmfVLJlQzguLa+xOLniHUNPPuL4RrB1Y+mwXvWZvlGBb2spWTxJzvFE3N8s3vUEHnNfeTHwEBNv4S3cRjMJAR0MWEpKGGnAWtrBXkY2dTobtpyW+ERDp8mdS2GaRQKW4+Sm2canwcX3YWqy3t5XizcW4HZ3E7QYZKuyoUWGB8zA21/qCbcUdRwwnaFFvixiD9hUZkdWv4jatRrQ0A68HCO3r3xe3C8WKR6bK1kfkFp5g0MiU/qi4jaiNboLB9k0YDZ5EKhCz7sfx1xgXzMmXbgRNXmL7oTPeXcY2I7dg++GO1TXmNBRqWT49LsF9xGQcPNQlE3RgO1Veq5z8uFXKnHzOGVgcti9hO08dR1q8NNi/h6EHNiAmrPMWC0iYoI3kdpQjsMJ1V7sFn8RtB+l7gm2Qr2dCHh9cxPYl4sp4eCFuK6FFErPnHn4u2xFpiCO20RsH92zHaTYGgAEdv2AVBOL3au1MgCkfcRvOpCMrNrJGd6k3Yq/cIsblFsbt3gQjxBmNAhbA8UF2NffcNUESgm2UxRrxaBN68PRzJ35EQwKIPgntbOYAyrYITihAz5daDFJ+0hjbu723AK2ccXu3vb26QCi3ghNsgw1rJ8Z+shoiBJVn57U2w7OijMc0F3sqBuop+5FYm8F2wm+/C9uotjEE2/mWmVnsw2rNBsK9yp/hB5Ya4uNqZWDJz4u2QxlQgwTO5ZDuka2Jwixa0mwCXbGH72B7F2ObfbO6yLIA2ysm68D243j5IHKLsPFMaOvdhzNsozIXzmmFFmAa2+YJttvENuJ26ROxvYIrF7HN7QJiG8UzLO1lQSSdl7/CNnYYvy2klyarUnMb9fbjcPhWL017DiQcNeD+7ZycPaPlkiYg1Grx3LFTvYI7Pfa3mYBj6uxxOwMzdexcgRRKLx+faohbD/ptIzbFkwmRQjWrbpkb4QXYls3VIVQoRA9NbWC/IK1EBz5Yr/ytuwDeMRuHwZhrr7akm6G35y7DCN6ivNHfohKf0X+EWssx31ywjRZbBOrczgMvbdeTnNw0bosXse0fsY12pmgzWDIB4wt/3LMZmCKbTrVWcaJgfNzfPkqUQ2DJWT//vrhdLFSQnDgGIgS6iWX0OXHdtf4sbLPbXygZgXTDVKYM7viK3trHg63JrRjJQGmz/nQR2yG/ntiG5yeaZ0AvCnXU27haLDEGR5qtsM0yvNtRil88cU5+xDZWMetd4xK2MQ1rC7Yx/SpdQe3tqgmZ0jm8/ohtmxZ5CttLt5OoM6a0GlFPHHNyx5O4TWxjidmnChMWQZV12HewHWfgw+9hm5w1GnCyumW+A//tbB791wZAKpm17DNbDbPa4Mesp8XG0mriX1nj33jvkAwVWURMlhHBwe+pLbUJqeHOIlQ6Z0A3p+UYp61fFvDD2YrtB6C62szcBZbjfBcF/QLDjg2ylIhDNkewvFBxW8+/+JY5+W7FXlpP5tuGIjm9wvYmhW0bEXoUj7ZimyDL0toM7WQHRGH76DLQjufbOktJZmDNEcSXfmNObkDn1JPYtthtymB29KCFWM7/SdiW5kHeEIeZkNimUOl8BUSmsA1GJnppeFpwUj3eRRfCdqhy8u5YYxsdOOL7QfNTn2Qze9kVucXO8E5Yb5Tb7j68qre7T53ha2xXT7Fd5LOtCGzPwRub4Vk8mwq2MQNT2H480V4EsBHDjy28+ZOzWH8Dt1lhGzwR8slTcXt4wjl9PenCPb+DbToFAdtUSGQ0tF3m5Hl5apYg1FXMFsEc4gwS6W6xwHeKGerw4ZMsNUrxfxA0f/LFfK5QLEJLQ5RpcVejJyyzIcbTCNyI27QXYl2MFqfEbfDLsALjUXkbIycvVP6DqAJ8Go+5PuL0mvMvDsFcZ5nshqn9z8WCGys7H9oM214VmYZfvboq/wjbALbU2FqQ2BKJ06b1RtxuptWXLPEeUISWhLvCvhr45OFvw3bGO+ybef67/MMGKDAz6Jlnc38Wthm5jYjbBdH8BNuJmU8Hxl+C7fBBYXv3OmwHgu2nGNuIvnPBlNZr0Rvg4wfJjp9QToNhLnFb5+Rxo5zYnneGlR9gG8DIwfGvgfnS/AlaY7DWOWIbk/iuWtyOq+1uRxbBjnF7Nh9PntdJ3Ea4c3v0/BwctzhTcXuc1l3Rnz7F9pO2NBA+/lgUGF17qUrZJfnkvIbmc/mivp4C3fgn3Ai4rwoqLpYKoEflSZ8onmvoZkVzOpeTy8ENw/gdfx8mNWk4PyBHuFLjO6YO8lWzUqVWDRdtKryByzb8nZrqj0m/FtOQQictUEArRd5WNfBtaldlfpebi1qIp9hmeeOcOHHKsojSZhglsy2c6bMSN+0nN0OL3NY9uJRCA2fkm98Wt0slf78RF88MVCYNXFQNd7c3/ihsq5EesI3CLxIpQ8gTYw0T8oePSa8ZOXpEYc+gBaTNTuM2G+RU55GcXDSNge0u9kugjqr9eeawwH1KdFcI9eoNt8OSuF1Pz8AwQr/v3CkPT8E2eJQNQXY1rreLUm/D9fZ+hosGFAaA7eeRwva3Ba5RYee4tc1/BOimjxzaH7EN9QRno2ZgGwghrNB+QzZOpRY1EO8OlUWgjtupcC6pe1fiNoQYlFXoUI+8h5RiGY7ZovIRrcn3YmCcufev+sxn50f/Y9cqbEvgPp63v/L88UFT+pS248zK114n5+T78OMf/Xyq3qYrgC/Yhhy0aDM8i+vu87MoLICqknTNElHTUyGGkaNviT8lX8Z8AyyW7bGXFv1a3ZVCAdKRsqidWxw2RlYtj1QKfyS2ySyT1WysYQPLy6W0n9Q0TLAdgqfdAdtkdjEnV9gea2w/1L+iiYZG12reZUCDu9BXjKvQ0+aMzX26o6DKXbIncjLfJndlnM7Jj9i+P2IbkQ7rInUugxPbXoLtjYcYvHrUkisdnZh3z7CNn2Ly/E3Pt4ntcEnuCgyH1OXgscMae9hJ6m1VsauKe6CsfQXbw1iSQYmqUjt5OKPHHwwK4HMtSbnKyf89tmOUalxffe8rzx//08U7/Dpsw4gTM65RvOwF4Vmm38y02/FUC8ILmG/jBlkasbQ2Q39EUq1O10f9eL7d59zbWr/8LmxnSovDC0jkmHrB888oZSrlxSGsZv5cbCu5sscndsWPdh/dpyVuiYJlMNDY3lyqt2NsP3Cw/QhOyRIDlCUqbjTRVkA6NxfoMYJP3UkrjX5EJ/udKm4jJx9X3sZ2+4jtQhMXjfEptl/WIaqH4ZFErkinj/LOOAnbwLZLYhqwHVIAMFhCGabbeYwH3DD17Y6H3TTnNF7oHhyxPTjlq0FPiZ+bBfDwRLBmK41DJnfm3f/bZ2X21fmXT/QUYq8vnB9+vcrJ6WXGHZdw1GhyrK1tBiAtTqORvuaujNQku09xFXoPSAt9FE+9WH6rP/3jmmib3gNt0Tn9PdguQjrSEoGVxX5TAU3NgNdCJveHYnursA0tpKfd6gzbmIGhRRWMq4Lt6DQrP8X2V8E2FsYQ/sPVXLCNehtxGwDq8tKxfLzj9PuOSgzdh3PO6cMYq6Rn2G4S2/ga1NvtBNu5TMESbM8mdMfpO8S2/wJfgJVgO+1XoqnlJ9iWBW5gO6Ci6MqV6Jw030QX9XwPLOmxCeiJ7YS/prAt7w1mwuQeu7Ieh+kCsF391djO/JLHu4jtDP+8H9ueYBsTsKMEg9ZCk4R7lJpbC8inz6dVucrFR2fGA7ipP7VTuyK/GNtY+wKVD8TTUtk/bA08mfzDblLO/LHYdscikvQ4XgGZ3cfYqUuwvRJsmxrbmqtyKW5/pX7iw4MWZ3mSNpO7PJEjR5WKPi8VnO5eYxu0VtTbhLZg22QvTWEbwT6N7QzjNrp+aIvBQxKCQ4Jt2GQCqMPjoshRF7GTLIIR2+MY22vagrgzQln1D/UQrNONsX2y0A1+i0J4gu1BCtt8EUeC2dBZKXOSFYbL5r/GdlJf/0NsJ6hVf7Jn1fo7IvV3sb1YcCczcfYT+jhePcfaDImJn9JmGI30zSrQTzX9vN8+EsphSvL8+7ANtgFGhl4DaPbgRVw0fUwSzUz5T8S2bC4sNbYfqZ50jm2kuivg0TzHtuqlnWCbEI1VTslcRuFN008cvOZffqlH4Ye7c2gzJ396GB+xTRkCYLt6ju0bzTmdP7nDGNse6+01sLocdy4d5ORPGtpgoXsklC++bSD2CybbvKMr7STOD3hlALY1gAXyKMQfY9AfsZ32JcBlC9heOuMBemlY1oBq2dzx/23czp5h+x9BO3WyV/8e22Ea2zYGFdO2cveLKXV4Nb00Azt3I1DcleRWTcobPfvOevP76u3SZMcVkXwGhmk0P4Oe5J9AJ38T29QqBTFtTKGjR+2wqXLyFXXqA2Lb3kYXzhm2u3dPsfaSvFrFEVsQvyI9awn8cgKeEl1R2H5EvW0csV1ne7wm2G6cYfu2PkNBu+QC98IbTYlwRO01eGbjOGojxg4fk5b5+OmI7TmwDR56yDY5PHmW4lbwmNr7FsOCGNtdnQM8MgtQuucJtlWgj3lrEPgWWzCY+uI6xqQcGH+N7U/fPd/FtgLjaX79c9hOdeSy36vE349tkTxrWvHiNk1FLNnftuKxtYI7Btd2W/kS6CG3mm+3taBDciyqpwW/rZdWxjRyATwvELf34ta7H+b+yzJp38/JIYE7ljHV+AmLnQ+Kgy1HsE1J3PGdeXcJ29BeibH99SnG9ph9cqYCwFPEqRo+fOQI7ClgBbCCyFLSJ09oaSon796dYLsKbNfS2M5ITv6p3JwBOifYZjsN9QPFGSS9HlIssdtVaXkXXDJlLcI6YUF5wQV4mAjbnsTtR7E8oyHg0ziprudJUJbyQpmPHOO2NNmUbPFYjcIGNsfa9pDqxRhv00x0WX1F7Pr03T8XcvLs1VtB+59j+61H+3lscwYG9cL+0W5btM/svjIC0porQkqxj9IM+h1iW71/1FTqc7X7W/jb4jbN/uyXwyxT9qhLuQuaTMjzfxa24Zt+bQSyREwiiMRZ7m13x8o+G6m5wjYgPEONPN7Ha19xah7JehFt4sbsg7P93b1/dJ/muGJEaKnhEUM8MBPxseiRr6joGdQrd3r+xbDdquq4zRnYMNkUAbZRcDeJbewHVvvEdvUTSF5AwO1V6/+1dzZ8aStbFxdFLC+iAqLEAhIwlJcgAQxFSv3+3+pZa89M3git3Pb8zn24GVuFBGLP0X/2zJ691xojQzeR9faSbC/m31Bv9r5eTaIap2EurT8xA5AvhO3vKFKVzsd215Y8uUiPk2FH1aC6pgiVbV6uq+EWITW7r/286VYyUettcs5QjfX2jK5/2A2DX+A+28cvEP/wF/si9vHHGTlhe6nZhlrj/HWh3B9kYIOan1DPwr3qb4ECKh++jiMHeEsY0xdGXobHU6XOMH2FucriR8g2yvCf/6qvCIUY6uPHUnX8vp5NIM6AUF44jbh9nsL2SteXQLIYv+YjR7t2gu0R2Ma0e4YYaot7JTbJFNkrX0pXfCK+Jdtui+nvOpq+YYO7WY3sGRWZ8IkXkCkxC8yRQu6ZSbjSMr/TKsaYk6v1doLt+wjb54XL88vz8pWF2s4FoJqtArZf4aaHbohQccUUlPd7zKUZth0HddMLxu23JZYbC99DRwa3yjq9IGL35E/Atq2tQxwDfVjREjZ7coN7zBQD5uRTahijdxOaZI3c2YmNBNsDLpq/qT0w9m9PmVeTRJraFfuqc2pPgTaDKkv7JhJLonFq8m9qE429n8+ROflfZpu/+IjT1RLFECsi1VD8/+4EdpBtCvP5KpU9kh6wHssotakA4jbQhVhevaa8RqRgXIL6S88xIqeoZQvYbvQkbYbilRG9r1EG6kl05Fi5sqylMpD0iqnatIauKkdXCTTVzA5Yku25ZvscbEPtfMqlLYLA23z5jXPy129wpUejY8i2qVCD8W+UbSiaTTdkGw2e71ATXXm2rKQFbnR6t2khJrNuN9E8InPwST+RQDe15jNdUO5CcGmItXfXHnr/E2yjdgUwP4nxwPPXV9SuPECSmEppA1OK9pXqMVBgEHFTkTNH9I5pM+h+MK1tHNNmQPnp81+Mq9WqljSVB6W8rE2LpbOTZXtjnAV6im3tF8I5OUpXyDZZg6Q4HAPapuyEfOohqTSwDdGzzmhlaOZnTHvX/CwfG8wLsKC32PQFsHWXeEtRjss5zV6Cbay3Ub0UZ5uNnm1qA3mTSR8rP8X2K/qXIeY/CdnWJSw9J4zb1E5w+rghzMevqL1AhQlyX7aqP9eBWza3IbWwz7ZAP4uy3Q9Dt+OJOgO2wVx+GeJGMITs9+mz/Q05cdgPIAyzguXpmyguPH8VTSXt80dDIFacqfoUI8EQajM8Pw/0XpicwFbZwP/H2AbPkCKvKEPPEp/Jajt/qmzvNk4q2+j7EFGl9XaJxFazZQnPDaNM2uooGYSeVKnquC0JaU/aoCSABwNNmR5tw/Crj9ePRHBJ1F3apLwlc3IrEbeRS7s/wLY0ZUxRvALXHWEbgmk/dpuZWW5HFIyZ3x4xVjjOEMxaEDigRhe6LGnNjc9d6SrBqzqBsa/sgXX24rbd7+8JoIYtYhQtnk0cJXkwnjKVXz9Vtt8022wUmZoilcCNc/A6jdePM0E2j2ozqNNKm0GVtgTHEdi/x9ge/MVUl3R+VdA6cwNN30r19qZardZuT0RTaW+9TfGuNLYR8BwgCtNXkOk0WF1CHuWL1k5RXSUvKu+mcmkOecc75RPNvhzO3aHcMFIW244jm2RuwHazI2wzTy7726ls3xu2zzknz111pUoEMif46U8Hiu33JfodVxEfMLXclhIWbbY7ZIGJTUX/7lcKjLXh4d0k29IpAra7stLu6P3tzt4edqdt2DalqAZvfocZBFVmyNWh2m0JRXLMChanyjZMRxXb2IyWwPxVlBmeGaCZ+RZbsEcj/yY72M/fgmdPWszhSebiX0NxBpE/ni5fffSK/DRsbwd/0fI+X+putYuLMXt434xPdL0dY/ulFbBNLrFkdlFOPuKu1toXSaRe5y4oBqdwMQteIIiGRjDKF7eMwCgB7ziacpDdCXwBtTt3iwFbqbLxa0t0Tpv2nUmlabYfkmxfynq7C0WYCR128cN/FbZRi/IGAZhFkCCP+IG1A5NtutxRTxDSwPwVgyCr1bQlYgfJtABost2L15yq4nK3HxSYB2Fb2j4hHYo6twns6qEzSPOUxeo05+RvIdusXZFOEcqN0/tHaZKPn78+Rfa3VWO21mQwco+PlEjVhgVmsS0F5fMxe0V+voVsl/7iDliX8qbau/PnVh7MimenyvY2hW1HIi6m10p4RQknoQbERU24sA0cX+Rd9OTlG5lqa2tBBInbwrajAacoougi9lS3J64gvnx64d2SHs9PsF2MsO0hW67ZprCADwPKSSc+iHXHaved0De3b8O1gwqDTJxZbWFbFByCOTmQbSfZjigcm/W2DtmG776z3kHqAQKNkDIF2wsfesb1k2cbTdiDJ5Xt/qqDNtn+quK2llXB34fnsYH6KTg3GDwFT42oEl2537bQXP1H2D4D27uYO+9u/T45kV6RtFza1siSsA/7RbPNuI3jbPD2uamNtk24h7hQMjXzadkNwzoaMOMIdrPqruTOZWebsgx61a2W3UinyzFon+IssmmWRFd1Kebm2qhLC9lmk3ed5ho0jqoPwPbzPdxQULqFOblNKb8FCrbny+UrxBnYw/99vV07VmRjO7LFbTvKoWuCe0IfK40hUl20qmWlSpcN3OqlQbGK2QPrxJbb0rJtO64dsxJS6fH+GGz/hMESBIOxBYj4jXry1SnGbfjwvb0ptrENTUOByWBgHEuGeCQWRwlhBqTMht/iR1QOzSgyGJ1TdJK9TucIOR87fAfUDZLts78nzpCv1h7CYrnhxP/5sajfnJ3uHtjWjbMtSkgKbVdrkC8Q/iBr2GhRLxF6DSw903UsK1lAQ4P8Go7dnmx3qbZukUmkYKaYjyD4Y66KfLnsmwnbMhtXbIs4Q7OfYPtJs32/xzZrt1cuJ+VkG/1g33/4y2k7wnYnxrYEbqDtuUMku8ZUJsL83GFXdlBNHgnRqWyriXiC7YilJ0092OKp2V6eNttw+4apGX2Qtigj+27G+/t3vALP17Hhr+VEYnx/jz+V91PhGQ6l+Hnim/xttkXFOB+wXKkNf3y81asnOyf/uQvY7smSeKQTX9RFIqK7hQvTnzr2uOpN29Vb1iuVDedXvpVGIncjte2lylt2RgiVaIfVbL5spau4HWW70ew3+7cH2P42fybb52S7iFwai8NnaMbQcRuSvt8hyY0pdmdvaLaVxjCqoGwb/pi2PURiDX9tMSXuJNm299k2D1LYNnvcaP9i3MYKBoKm3gJs1084bsNxySe0mDFFGd0neJ1+MvWFG3UngAsLiosI919m2yiRl8sQo5Op/hzr7RPOkwdsuz2NtrCN1bUHtrFD3b6+vkVYbrDKu8Hya55FAhwzd5l9M8PexuY3pYVlW1v7e8o9YGNo5yHucnNu3tpju95wrOHdJ9mmPC8apKcqblMv+20xpqjhL9kWh3Ha7vDi+o8VVqkGQbuTwradzrbdj4uchmwjZ37abC/epK58KQhGR+KpOrZ3RmL/3lgEX3n677N9xkqVoi5WgQxlpfAIn6Xa2f8A22HYlqk52QaMzbtavXF7I9JlAkSLPp9Wj1WYjO6y3YVi1Ta3tHFDQLEL47q/k+W2TzUXNIpyVo4Hm5lmu9WLsI1EecN+HNaSbD+EbA9CttuTKXbe4S07RbkpmgIXdKvu9icshU+QrTa4JbSOnSGX12Sb/mTKcbxpcS9MyleCGpXPsb1v9jcW/UPOyVlv6s1Oek7+puDzffU3OhJPjxmCtNwDcBXeEv4+27quvFTIFygw/YRs+W3hRNnGitszgqRIosku9AuX3C9g20XZduOqZtWfKKlJpQREbnZmit8nWpoZwC2WoUNxpQm1NY8FLysUheCXfma3+33LU4WgrtdCvronUTtku2e2uWEJaNUGtds42yLo/ShsPxu2ub+NzFjA9hA1ZmhHoiLhYbaVwvCYW9x2W9ncKh9rq63RDtlWvZv7bIsgYoLtmIAxVf0nOm5Pl1yvnDjbisMEnYJm8qyO1MvY61Ii/Bs1VNWpf4TtEhTJz/II2IWy8lUow2bEPxFthiTb4jynKsjItvHrelEJtdHIur66htytqOayu7p6fUu4kSy3uDvcgulnsw6ZJKvjtFveqqeK0Ox6y1lg77hr2S0UvtzdYb46Y76srZLn6WzXB7e/Y/tSsw13jLUPNVH8KmBOPh0zVQth1V4vAbdheyyOPmOumrsKbUV3M4XttPW2zqT9km1W5Cm21/TxoG3ISbNtGPZjkTo1aPvJEwdDOwp/9F1B3vOPxO0868gLpSKvWuv6u8HtSc7J2aG5TWPblZKUHiq88XF1d3N1S3HxO9NejaZP+AjUb+p3ERadNa6BqTfm8T3L3tptt+nMWhAn5zTdG7WojijdY6s9tmVObo2T6+2Q7YGwjf1ttDRfdaea7SkLyqfz4YBt05PZqG/Y7u3HbdR6Iz3el+SZxvsBK2+RXkqw3eulsR2fkydn5JQwdhfBnHx24mwvI4RGgvfyk3Pv1S/n5IjXeqL/19kulgsFoC1cI34jiVZ6uD2tuF04uy7l81U6xsIjRpV8ayHx6EDfMlpBeiolZSW0SZtB9KMvL5SScG8wLaAerEVYaO6+UL4F12Y3CVLqWo/JS2a86DZk1fv12+i94v5Jof0UsM3qw9zVVZtm0mj1AEiLxRCCCHafjcAwzxiJsIRtaxtubaLQcybswcaWNs3ySLYlm5wPaEKjNgPxljfZgeBpT7y8VfVKX9TS2ODJpcYoIrYSmhCgHYVTEkwlFivDtn96bFee1v42JHj5+ZU0+3uPWXfrl4s2Q7V0lo0j2IaVTUXW29hNXLnpbEsO/CUU9w7HSzi0EDj1zEcdOvKKVxDrzFnk9iKpd8nNSUJd77WpDvHoNaAL0bDv9th+jLONyQbZnlHdRWykl2B7jqk/ikf6jNzKRKAvfh9QWlC3JdbHwatA9BWYOrNYIEU7aKwqqGAsSmi9QA5RClBnon5o/Ac6ImBMz4HRTCpYVM1pNGzDVQQfSN+j1Idse2Q7f2q/Ql38wvjLt4OJ7uT6+fM0p74RBsa7YTkj96g5eTmXL5ZvpQBo97GOs+2GbAuP6pzrhkVmQaCPDvaE9DqaVeH5JbwJCMthlCZHL6oQVdep4j7QGwVTfPgYJNgeaLaRJr/qemSbDnXr9/VkvrLHCMnUUO07yi4IHV4Sg9mZTVRtCqQMCWpXJuRP1qOadFiM21QwDWKwqRaftFXnV2jCq9fbE+VO4IjkCpWa1G2E/yBuy3lmTu4tT5Dt/COMR9cqpDISr48cmwPj0Ov97XLRrRTyGbtHsF3N5Sv5G6y3UVH7cxNj242ynToCuJN4yypdabi48sfcKPTJgwOQ84V3IdvYqbpXLR1wviTb38B2jmxjvc2cFcTAvYn/5sPPEwn7LkpR0BkGgxCxEKD9DxFXIod2HxEVMRf1aBpuS6+4ZU6upJf0yprPpYm7rbQQNfaBbvlopubo5H7kTkZB4BZJCsX2WrPtnxzbRbRGPvrSQvWDY3tg/DDj0PG9sX8N6dRaP9VvlZpCNj7LdiVfLuWhhSh7YOtfsp1g2PMOh+5oEB8lD+y/YhSZ6DuUNA/jNiLqw72xd3wYG7bx2yVsu2iyomTwtLvoD2d9y7KnQ3RrjiGM3hfpM2TVZE5OiUPmz8S2y+4S7bYVZMotidvdqOBxV6fKILGCx/1Ih6du/Jp0A2nyfijPMGFZmg8L3AViE2pPwTZ6505vTo5fodu3d6kyfH/n31+PbeTh9v34sfVrLBDN4vYxbBeon1lbYUqObpjN5BDb3i+idjxye1qYXFsNqIDtjtKYT1CtFvAgEWaAh9heKLbxYy7mOSefuML2bPIEFYTFrA222bUwZUE7LjRTAun8b6JZrjuxWbkyRC5McUy4SXgbvWu2HU7FxcCvr562VW+IqT/rG3e/KS41dowlt9Fqgu0tSk5R1LpEdhJuwcjynSTbFSgbvL0HTG8+P3774vjcXX3dru+LcMnO4vYxbJdoH3fTdbfscwvm5AF2brjePjwtd/fOG7C1ucjINf3ao8jheBQP7yM4fRdj+8H07D+Ml5ptyH6SbfpJz0QaszvFQtt+bKO8zO5jRx2wURiJHV8QTEBqHi/lk+lEsuSsOu2q2N2m7IpFtsc018WdAlUTlCpFixmKyiYixTzlbvxi6fEFEF2gSae4fc04416pV+I1Cymu3a0xkVjidhmwfX9qbCNhna/57xEGfx13f8d28nX79eX3GbZHz8lzxfx17upuxT7WzczE4MQq2zMV4t4vRoxsV1Pqjhw3vtoOyA8Oj0K4Ffqz+q/YfgDbJbHRaYNU1phRAGU6ZbumbFtDgLDPVm3KmaqObcZVLJXBvSgode2unpDLnLzBOTkYt4eToZhnYwd8IopQkyFS8LwhTCkGBY2Xhe+D89nU90XOCTX2C6bOyDckIvwt9uJmi63PVzJuY07uYy/s9Ni+BN61t/dYbP10Gm19/MD/QvzEixm6R9Wu5PLlfK7WsBFmPrazRNzWgZu/5zv2eIQ32m2avQj9MJUoWmy6rqifBX5ghvCRO4quyHVqnmw30tjGjtVUs431dvm8dG3DJWgWG5yQc+Br8rg+MzFyiGOtriSL5a4ekfW2PDEH1U6XdIfOeGn1heF6LoE+8hUH+R0X/vsGngZod4DA88mxzSoSsJ2GKQ/+J/jG8+J+/OFmXSuwyCRj9xi286i8yzUabZSufGwTc/JgnoyYvVtRIOklkl1DwctWNXqi1UvDvZb2Te0WFriGpd8PVj1YfZph7gTCd5ztxxS2K5cM3NZMIzuOMssO7bHgnRhCpX48iY3xJH0Ex/UFZvoC8RuKzN452LiEz6ulPEEwX9IjFB5GJzeh1GzvM0msMcP+bRz+Ddp7N4x1LatbOZJtrluLOZr3rCAtswu2sKWzM8xySdzutDrRIu0eLftU51RgL9RhMek2fJ824IKnyG4TjeWEeeV1Wi+r5OjRw9e9i7Mt6rcsIovE7bNy9bq7EEwJcwRu6n5ED0WYT2M4BfW0G4O5OwQPD465N58b1lEWzXvfSS4W09heE+vNH4ftKOMSt9839XKWJD+O7bIYTVUems0ZNaPM/Nl1jBJpyPY2WR9KtnvtKO8oRyXbIyNeig1jpZYItldY55pKVUvKVlG0NtJ138E12EYGz24Tt+uK7a6EbWEb6rZkG2H7vFTqq589ypIXejCsEuRpJDyPU4Y5KneB+Il4/I/dD9QVzack5FweQLFNvuLBQgCfSyCvn+Av0WWUbf9PFtMpwd/fi/O1jO1ja045I89foY15xOKVmVkMi8SAWhKLY8jK2246Vry1imx3YhInaOZeCdvxJiywvfvwxWSMzyxQ3u7BeIDCxUGFmhm0NeH+do09KGTbAttPSbYrlDG+nvxUudWwzkmev9PESA22I2BazM7uuVp3h1Sr8S14NNQBP0L8ZA/6aESPUR3hW6bu4jsIGyNM0N+Wp8h2Phm3Jb+NMrU/XW+zn2x/Dl/L1tpHr7eLeewUo1eCybSfXpxts4HFcI4YbcUaJy2wvetYVoztlofywFErHuCbnc3256ZlPERY/iUuIi+tl71eEcRtWA4qrpNstx9fF4ptdHiWz8vVfqjTkRhyUKhemofyhKhH32GwnCaW4YboOPRmrr83SZ/NddBm2Mbf6VxPy+XIYvZwemRzTr6/VbV5W2Jt7P8x21pTKRhgO5/l0o5nG3GbRppbeBCHbKv1dpC79iB0yjaOcLXdaZFtux2XJuOcfOe2YrTiDzpIN5bwrKbuFgN1J3IPCPrKeivXbY+o8KIG2X7sqrAdZfsSMlfnN7UbGVW2nMZGleNm7/DtbfJYDR8p4+7uNnXcmHfd1jD42Tw/OPAdahenyfb73r7Wu15xH6obTx5PybGlJuKw3i5km2BH5tK4A5a74i7vBgtuL6wkieXS3NVsu3GiyAJ0xbYVb9GUXFos58bebLr1tlqxuTcejjqdYGXe0qc63sjrOPV9tgF3V9geg+18Bf/+6vn1eV6cpb8EztJnyrY+Xyx+uZCPL+qceUXwXI+LA6OQerBUKhXVuXL8suGlg0uWK/juJTzDOy4qJ/hLlK/78apvtSTa/tH4ITWp6maxiZSqbt/rpYztz7HN0Kf3t9FPxfU2kmm7j6B2VBRXIptgK4gYJ6baLWa/nfgxSK6swXYrPs0G29j+soI5ubkPvHR6AemdlmYfnV2Od6fJbtxR1uWpaxTpA7bPjvSbTn78+ev/R39zCroXq1o4q/XD6oL5Ak5N75vtx/sbEw7zuU4oBueThQjRfYVg6PesP9536Onc+XDv1iuk6aBejO/AZeMg2wUDd0Gz3ZgI29EK0OgG92izcfbY3uycZlxLVMXtfbZ3wnZkni5s93qt+LCYS5v1vMadortRb7F+LGR7CZe4x0+xnY1/cHM7T3P6Ipzy1KoDo9714ai120woqFe7Tw59r67X9KiHY++F98/+Fkv27aKLpQ5N+KqV8m2ZhpsV3Fkyrv8Dtu3dQbYhlQKQk3F7tMd25xdsb9utyNpavkAGPcF2W+XJIYOu0A7Z7j7Rmc+wfZn9DP/1Ua6USpUbIZs/qwcAieV29/5BWQQZW6DHwL4j8ASLHH+MH2ZdMfSqZztMybfTIJ8BwCuVCuULCXf2v/5otq3tTwivxNiOrLfdzTaN7VGS7RnY9tLm5GQ7OSdn3I7IF6s5OUTOFduyv22FbHcN2+WM7X87blfLcKyuQhoTYfdBsYn79/tuPXiC6U+3+9yND20d1D00gpMDfDzNsLe52Y7r6NiXSC55S7SBlVTgzug+lu2m/5FgW1eWqTn5apfKdiuRJ3fXFElLbmwdYLsTYdtsl2EPbOQpXWHE7TtshlvAWth+ztj+99fbpXKlAqolXJNr3Ha7g/7g25D7LLufc7WPGNYRHDeGULubTt4+aDI170LUDrf1RwO4bH8wfmf6K8ey7X3s/BS2HWHbTWF7ze2u+CYY2PZ/x3YwJ3+J5NNNRq0H0wLHzMnrwvYjpuNwh8S9PWD7PPsZ/kshu1iuyI4jwBauB5CwAsnwUJXuTX+uagZipQGR8U2P1JOsJ5yjVmC2XINtmKDOx+zIHWjAhW7MzyulDO0j2W6MP3abCNuOE7BNadL1LlFu1nL8NLY3/u/jdquTyrZcFEv+niuiqbLgVnH7K2ZsnLZlbP93wH2jM2KIp/dKg1ZUprlapt40Vt8HhkmZHTpw/yjL9Sfj2fv4IEG7VteFBFx5l4sZ28eybf9MYVvn0ui93Uthe/YptluUSMZO+P6cfK8urYdtOMejzJlSRZF2y373eUDz1udsTv5fsdqGyw5cbrENViqWy+LQkYeUWakimg3IZ59Vi9gsgxVPuaQHrLcwysEwx83zCq+DtXSlwgy8uki+DJsuOgTQja9QQbzGJeXC2Yr7CLZpn9loQpY2onkkqp5hs8hqFIBo0YMeYoM+3AqakQoVzqlh+7XHdqdDtjvR9bbE6BfeLFp7bCNue6wIlzpR1xkP+8jEDOXv6/J1/Pp4fpmxnY1sfJJtsbTcRBy4DduacM/zaT+gKG5rJf9VlG1dXspc2iplTr7b9lp7MbrVS6knn4HtVdDp7TEnw+VZlO1sSp6NbHyabYy697FN5NIcJc37MkIuDY4CQdzWbG/Adnsveb7PdgsRfmsfZrsVvQBUhkcrXWlMtoG2sI1EjGE7+wlmIxvHsF2bHGLbGUEazB3FUmEgHGyvWqlsxw9aLfqN9T8Vty2RWZqpCTnm5TNhG3BjlwVsL4Tti6wINBvZ+CzbcPaqt3/uYmwrnwwZ1Dxy279iu32Y7Y5Ftp1Psd0T5cUexUfbogvex2qbC26uuJ/nhu0M7mxk4/NsN5rbPbZlQL5fdNTMVlWEbd9grCtKWw4Xyfts79LYfklhm3tg3qxlNrjrDe6GcPuLmXKy/Qq20WyV/RCzkY3Pso0d5dVuFmHbCdmmnfZq1BFJhRjbG0vvgZlqcWHbikf4trUC26M9tkfRLhO5TlvYdj2wXdOqSvQKekbtCssYn+dLsP10lrGdjWz8vsezkL9S/dsNJNN2XixRHmF7Rba1sFlL/KytDoRON+LKYQnbbSWfZNhuh2y34my3lFgL2VZZOUs+OFpUe3E8q6acPGt3dVUT8cTKtK+M29OM7Wxk41faDGdGPqMIk95bmss362jzxMx7MoFzndhSais72t7BmXLl9C1lnyM+ObDn8aCU1G3hvN020bvTw/72SrgW0w7ZM7MsehKNGOJxG7B6zU5Q8KK8c0VFUVntdVDf2vOagexJ7V7YpjzD81N3+TZ9nT2hpiH7GWYjG2cpHe0h20X5U63VRJ/Mgs+OFQ4Gcz1oi4UCF6oe0fUSnda4G8BkZ9yE1FpTO+bJoD2Wfsg3qp1zOM5PrIY5dKcuG3kVC0wb6iQMfJr2XVWP61vd7ss6xvr9YPi1261n+9vZyMZv2UaNYAEFfddcdGNcXx0e1587eJ04KM9vrsOD19e/uShefpUzo1Qpl/C5UJZ/602ZxYhZ2M5GNn47J1dsw6KDNF3lcoYv8yCnDuWCR3tYJunM7b3QXIdQq++S8gp9Qr4XXpdPDPnHnut/dzFjOxvZ+B3bBR3Oy8AK0hbXueTQ5CnZv1D6z9wKFKm5q7ho4JeLYlF1B1QuCtXiRSU8U7y4vqhelIpqlC7YUVAqFiqFL6VS4YuSICxfXJhvXyTYxRxE8NAvUKkiYhcqpWxOno1s/D6XpkJi4SwPPc78Re4CPBZyQLNUKOJrDsf4cXbxpaJ0QdVHvnSVK5evOGPO5yq5fLVodEPLVPosR/U/y3JPqPJQRYFfuTioL8p3fylfwBVcT8lz9BDmP7KgsgOI3sVsUp6NbHyCbdkGOysWipXy+dmetjs670h5CXRfxnQ/z2MfwfEv5uslPvi1clFGWrsIwvGsjPN4XL2oyPnwo2ge6WvsbXEVK5ViHs196PQrZwbr2cjGoYzaZYxy5qmkaxLT3tLl2WWxdLnXRFm+BJhFvvHy0rz2rIS7wTmUwtF0K4dxgi+TJl4zqvxulwy5eBVPlPnnct/OOXxwyTclM4D4h4rcBkN3sZDhnY1spHTWX5xl7c/ZyMZJjXNhO/efiFac52If5787vzeOPJ/9sLKRjSP45LoYSapi6fj3JrLnKWz/3ZG8fjLllv00s5GNfbbz+dL/Af5dxGUgBnN3AAAAAElFTkSuQmCC"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "d2d3d02e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:31:14.594203Z",
     "iopub.status.busy": "2026-10-24T22:31:14.594128Z",
     "iopub.status.idle": "2026-10-24T22:31:14.596748Z",
     "shell.execute_reply": "2026-10-24T22:31:14.596382Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "machine   year  processors                GFlops  RAM GB  GFlops per $1k\n",
      "Hyglac    1997  16 Pentium Pro 200 MHz       3.2       2            0.06\n",
      "Nimrod    1999  32 Pentium III 450 MHz      14.4      16               -\n",
      "Pluto     2001  64 Pentium III 800 MHz      51.2      64               -\n",
      "NewYork   2002  66 Xserve G4 1 GHz         495.0      33            4.95\n",
      "Apple M2  2023  8 + 4 cores                300.0      96           60.00\n",
      "\n",
      "measured above, one core, sparse product: 13.8 GFlop/s\n"
     ]
    }
   ],
   "source": [
    "machines = [  # name, year, processors, peak GFlops, total RAM (GB), cost ($k)\n",
    "    (\"Hyglac\", 1997, \"16 Pentium Pro 200 MHz\", 3.2, 2, 50),\n",
    "    (\"Nimrod\", 1999, \"32 Pentium III 450 MHz\", 14.4, 16, None),\n",
    "    (\"Pluto\", 2001, \"64 Pentium III 800 MHz\", 51.2, 64, None),\n",
    "    (\"NewYork\", 2002, \"66 Xserve G4 1 GHz\", 495, 33, 100),\n",
    "    (\"Apple M2\", 2023, \"8 + 4 cores\", 300, 96, 5),\n",
    "]\n",
    "print(f\"{'machine':9s} {'year':>4s}  {'processors':24s} {'GFlops':>7s} {'RAM GB':>7s} \"\n",
    "      f\"{'GFlops per $1k':>15s}\")\n",
    "for name, year, proc, gf, ram, cost in machines:\n",
    "    per = f\"{gf / cost:15.2f}\" if cost else f\"{'-':>15s}\"\n",
    "    print(f\"{name:9s} {year:4d}  {proc:24s} {gf:7.1f} {ram:7d} {per}\")\n",
    "print(f\"\\nmeasured above, one core, sparse product: {8 * np.median(nnz / t_mv) / 1e9:.1f} GFlop/s\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a3ebdd32",
   "metadata": {},
   "source": [
    "From Hyglac to the laptop, peak speed per dollar grew by a factor of about 940, from 0.064 to\n",
    "60 GFlops per \\$1000. The peak figures overstate what a sparse product achieves, since a product\n",
    "reads 20 bytes for 8 operations and is limited by memory bandwidth, not by arithmetic; the\n",
    "10–14 GFlop/s measured on one core is a fair figure for the kernel that matters here.\n",
    "\n",
    "## 3. Domain decomposition: slabs or cubes\n",
    "\n",
    "In the decomposition of slide 2 each processor owns a slab of atoms and its rows of $H$. Before each\n",
    "product it must receive the entries of $\\mathbf{x}$ on the *halo*: the atoms of other domains that\n",
    "are bonded to one of its own. The work of a domain grows with its volume, its communication with\n",
    "its surface. We cut a GaAs cube of $24^3$ conventional cells (13.6 nm, 110,592 atoms) into $P$ slabs\n",
    "along $x$ (1-D) or into $p^3$ cubes (3-D), and count owned and halo atoms from the actual bonds."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "4ee94167",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:31:14.597649Z",
     "iopub.status.busy": "2026-10-24T22:31:14.597584Z",
     "iopub.status.idle": "2026-10-24T22:31:14.762918Z",
     "shell.execute_reply": "2026-10-24T22:31:14.762532Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "110592 atoms, 96 atomic planes along x, 3.88 bonds per atom\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1-D slabs\n",
      "  P =     2: owned  55296- 55296 atoms, halo  1152, halo/owned  0.02\n",
      "  P =     4: owned  27648- 27648 atoms, halo  2303, halo/owned  0.08\n",
      "  P =     8: owned  13824- 13824 atoms, halo  2303, halo/owned  0.17\n",
      "  P =    16: owned   6912-  6912 atoms, halo  2304, halo/owned  0.33\n",
      "  P =    32: owned   3456-  3456 atoms, halo  2304, halo/owned  0.67\n",
      "  P =    48: owned   2304-  2304 atoms, halo  2304, halo/owned  1.00\n",
      "  P =    96: owned   1152-  1152 atoms, halo  2304, halo/owned  2.00\n",
      "  P =   192: owned      0-  1152 atoms, halo  2304, halo/owned  2.00\n",
      "3-D cubes\n",
      "  P =     8: owned  13824- 13824 atoms, halo   900, halo/owned  0.07\n",
      "  P =    27: owned   4096-  4096 atoms, halo   813, halo/owned  0.20\n",
      "  P =    64: owned   1728-  1728 atoms, halo   465, halo/owned  0.27\n",
      "  P =   216: owned    512-   512 atoms, halo   213, halo/owned  0.42\n",
      "  P =   512: owned    216-   216 atoms, halo   123, halo/owned  0.57\n",
      "  P =  1728: owned     64-    64 atoms, halo    57, halo/owned  0.89\n"
     ]
    }
   ],
   "source": [
    "cube = supercell(lat, (24, 24, 24))\n",
    "X = np.asarray(cube.positions)\n",
    "bonds = cKDTree(X).query_pairs(0.26, output_type=\"ndarray\")      # nearest neighbours, 0.245 nm\n",
    "bonds = np.vstack([bonds, bonds[:, ::-1]])                       # surface bonds of the open cube cut\n",
    "lo, hi = X.min(0), X.max(0) + 1e-9\n",
    "planes = len(np.unique(np.round(X[:, 0], 4)))\n",
    "print(f\"{cube.num_atoms} atoms, {planes} atomic planes along x, \"\n",
    "      f\"{len(bonds) / cube.num_atoms:.2f} bonds per atom\")\n",
    "\n",
    "\n",
    "def halo(domain):\n",
    "    # number of owned and halo atoms of every domain\n",
    "    i, j = bonds[:, 0], bonds[:, 1]\n",
    "    cut = domain[i] != domain[j]\n",
    "    pairs = np.unique(domain[i[cut]].astype(np.int64) * len(X) + j[cut])\n",
    "    n_dom = domain.max() + 1\n",
    "    return np.bincount(domain, minlength=n_dom), np.bincount(pairs // len(X), minlength=n_dom)\n",
    "\n",
    "\n",
    "dec = {\"1-D slabs\": [], \"3-D cubes\": []}\n",
    "for P in (2, 4, 8, 16, 32, 48, 96, 192):\n",
    "    d = np.floor((X[:, 0] - lo[0]) / (hi[0] - lo[0]) * P).astype(int)\n",
    "    own, h = halo(d)\n",
    "    dec[\"1-D slabs\"].append((P, own.min(), own.max(), h.max()))\n",
    "for p in (2, 3, 4, 6, 8, 12):\n",
    "    c = np.floor((X - lo) / (hi - lo) * p).astype(int)\n",
    "    own, h = halo(c[:, 0] * p * p + c[:, 1] * p + c[:, 2])\n",
    "    dec[\"3-D cubes\"].append((p**3, own.min(), own.max(), h.max()))\n",
    "for name, r in dec.items():\n",
    "    print(name)\n",
    "    for P, omin, omax, hmax in r:\n",
    "        print(f\"  P = {P:5d}: owned {omin:6d}-{omax:6d} atoms, halo {hmax:5d}, halo/owned {hmax / omax:5.2f}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "4d1c6dcf",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:31:14.764077Z",
     "iopub.status.busy": "2026-10-24T22:31:14.763985Z",
     "iopub.status.idle": "2026-10-24T22:31:14.957923Z",
     "shell.execute_reply": "2026-10-24T22:31:14.957529Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 660x440 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(6, 4))\n",
    "for (name, r), c in zip(dec.items(), (style.CONTEXT, style.OPEN_NEMO)):\n",
    "    r = np.array([v for v in r if v[1] > 0])\n",
    "    ax.loglog(r[:, 0], r[:, 3] / r[:, 2], \"o-\", color=c, label=name)\n",
    "ax.axvline(planes, color=style.CONTEXT, ls=\":\", lw=1)\n",
    "ax.text(planes * 0.9, 0.04, \"one plane\\nper slab\", ha=\"right\", fontsize=8)\n",
    "ax.set(xlabel=\"number of domains P\", ylabel=\"halo atoms / owned atoms\",\n",
    "       title=r\"GaAs cube $24^3$ cells, 110,592 atoms\")\n",
    "ax.legend(frameon=False)\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "466ae57a",
   "metadata": {},
   "source": [
    "A slab always receives two atomic planes, 2 × 1152 = 2304 atoms here, however thin it is, so the\n",
    "ratio of halo to owned atoms grows linearly with $P$: 0.02 at two slabs, 1.0 at 48 slabs of two planes,\n",
    "2.0 at 96 slabs of one plane. At 192 slabs some are empty: a 1-D decomposition cannot use more\n",
    "processors than there are atomic planes. Cubes keep a smaller halo: 64 cubes\n",
    "have a ratio of 0.27, against 0.67 for 32 slabs and 1.00 for 48. They can be made almost as small as\n",
    "the unit cell: 1728 cubes of 64 atoms still work, with a halo of 0.89 times the domain.\n",
    "\n",
    "That is the \"cheat\" of slide 12: the 8,192-core runs of 2007 used a 1-D decomposition, so the\n",
    "structure had to be a long thin wire with at least 8,192 planes along its axis, not a quantum dot."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ab1f6072",
   "metadata": {},
   "source": [
    "## 4. A strong-scaling model\n",
    "\n",
    "![Slide 13: 1-D, 2-D and 3-D decompositions in NEMO 3-D Peta](attachment:slide_013_crop.png)\n",
    "\n",
    "*Slide 13: 1-D, 2-D and 3-D decompositions (left); execution time against cores for a 44 nm silicon\n",
    "cube on Ranger, where the 1-D decomposition stops near 100 cores (centre); and Kraken benchmarks from\n",
    "16 million to one billion atoms (right).*\n",
    "\n",
    "A simple model of one Lanczos step on $P$ processors adds the compute time of a domain to the time\n",
    "to receive its halo:\n",
    "\n",
    "$$T(P) = \\frac{N}{P}\\, t_\\text{atom} \\;+\\; m\\,\\tau \\;+\\; \\frac{N_\\text{halo}\\, B \\times 16\\ \\text{bytes}}{b},$$\n",
    "\n",
    "with $t_\\text{atom}$ the time of one product per atom on one processor, $m$ messages of latency\n",
    "$\\tau$ (2 neighbours for slabs, 26 for cubes), $B = 20$ orbitals and bandwidth $b$. The halo sizes\n",
    "come from section 3: a slab receives two atomic planes, a cube one plane on each of its six faces,\n",
    "$6 \\times 2\\ell^2$ atoms for a side of $\\ell$ cells, plus edges (fitted to the counts above). We apply\n",
    "it to the 44 nm silicon cube of slide 13 (sp3d5s\\* with spin) in two settings:\n",
    "\n",
    "- *2001*: $t_\\text{atom} = 20\\ \\mu$s, read off slide 10 (24 processors take about 25 s for 30 products\n",
    "  of 1 million atoms with a stored $H$), with the 100 Mb/s Ethernet of the cluster and 100 µs latency;\n",
    "- *today*: $t_\\text{atom} = 0.5\\ \\mu$s, a round value close to the measured time per non-zero times\n",
    "  the 827 non-zeros per atom of section 1, with a 100 Gb/s network and 2 µs latency.\n",
    "\n",
    "The model ignores overlap of computing and communication, memory-bandwidth limits and load\n",
    "imbalance, so it gives the shape of the curves, not measured times."
   ],
   "attachments": {
    "slide_013_crop.png": {
     "image/png": 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"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "321a819f",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:31:14.958963Z",
     "iopub.status.busy": "2026-10-24T22:31:14.958893Z",
     "iopub.status.idle": "2026-10-24T22:31:15.188817Z",
     "shell.execute_reply": "2026-10-24T22:31:15.188386Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "44 nm Si cube: 81 cells, 4.25 M atoms, 324 planes of 13122 atoms; cube halo ~ 13.3 l^2 atoms (l in cells)\n",
      "t_atom today: 0.5 us assumed; measured in section 1: 0.48 us\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "2001: one processor 85.03 s per product, 70.9 h for 3000 steps; slab halo transfer 671.85 ms\n",
      "  1-D P =    64: efficiency 0.66, 3000 steps in   6001.9 s\n",
      "  3-D P =    64: efficiency 0.90, 3000 steps in   4412.9 s\n",
      "  1-D P =   324: efficiency 0.28, 3000 steps in   2803.5 s\n",
      "  3-D P =  1000: efficiency 0.77, 3000 steps in    330.0 s\n",
      "  3-D P = 32768: efficiency 0.35, 3000 steps in     22.1 s\n",
      "\n",
      "today: one processor 2.13 s per product, 1.8 h for 3000 steps; slab halo transfer 0.67 ms\n",
      "  1-D P =    64: efficiency 0.98, 3000 steps in    101.7 s\n",
      "  3-D P =    64: efficiency 0.99, 3000 steps in    100.2 s\n",
      "  1-D P =   324: efficiency 0.91, 3000 steps in     21.7 s\n",
      "  3-D P =  1000: efficiency 0.97, 3000 steps in      6.6 s\n",
      "  3-D P = 32768: efficiency 0.54, 3000 steps in      0.4 s\n"
     ]
    },
    {
     "data": {
      "image/png": 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RNDUTDJ8TL4JZWcvja8MCF199+yU+++JTBNwPwM0bt7B96w5R1hIbhvcswafc3JraQmzGkIaI10EoK6t/7PuT21bfQJ8HEthzsGF2rCgow85aGRsb1/oc8k3ItBK3+o1XUVBQyNPlN27YJJFZwwq2z5w9o8n9fbJYNgsSsdpK7CwsKwbKAj2RkVFwc3PlRVJFz6OvJ7Zc+4w+/3tiWCgLwgwZOpgHnoTFzFlQpqnviw1XEC/k2RhsXyjI13wEseGR7EcCC2KJa2hWo5bYB83575QQQjoC4Xctw2aVU1B4egiUqkrtJwSelfixBTuZ1dJ9NbcwEx1bKSnWHHdVVFQ2qT8LXljAg09s+B4roZCYmCg6BhPW/mku8o+Hl1c0kEXcGOVigbyGZsdjTp44xbcXO9Zozr6yYZryneT5xDXs5BQ7ITR/wTyoqD49NPN5NHd/6tt+Td22hBAiiyj4VIvKSkHhyJeXr6rzDAc7o3H4+KEm3bcxOomliDeUHi1+X3HCNHPxAE5jsB/+wpk82A9qH18f3nr08MPkCVP5+uzHs841lYmJsWiGlwcBD+HXo7voNjacjB2cCAucM+LZJ6zGQn1iomMk3kNCvOAgjr0XNjWzsbERf222PfYd2vPULGzs9cW3NcteYfdVUFSAoaEgQ6u+bLGvvv2CF9lmNaRYjQeWRcNmdvno/Y95ltGTM7c11F82zOzJAw/WH1aktbYgijAwGBMdK8rmqa3eUm3P++TBsnAfPMv7aqqjJw9LXB82aAQPrl24er5Jz90S+6A5/50SQkhHIH5y570P3+MzqD2poWHUTSV+suLBg4cYOFgyc7au46Bn7WunTmLfobV89jemP+w7w9XNhWens+zl3Tt3izLNJ0+dJHEs1ByMjIz482eJFVF/VuLPwcoC1IdlVF84d4HXMmrsCdjG9lU4u1xLa+7+1Lf9mrJtCSFEVlHNp1oYGdcUvhQ28cwidoZD+EXalPtKO1ZEefTwsXyWFjYDXVRkFB+GtXlTzfh1Z2enZ3puNsWuEJtJ5tTJ04iMiMLRw8fw8jJB4M7SquaLm9VhYq995NBR7NxeUxOhNhfOX+RZQRHhEXzWGWFBczatLgs6jBg1QnTflctW4cb1m4iOisaVS1fw84+/oG/P/sgTy3bp13sAL/Q9ffLMBt8Xm72PDeU7d+Ycr22gra0lOivKagBlZmY0ub+s7tArK1/ltSMiIiL52H+2zYRBJnZm1OlxbYD+A/uJnpfNwMO2GXv+/9b/99Tr7t97ADOmzOKzugUGBvFADxtiyYasMeyAVxgUfJb31VZaYh8QQghpGvHv2q+//AbHjhzjgX7/2/7Y/N9mjB8zUVQPqbmIH1v8+dtf/HXY9+bVy1cxb/YCie/21uhrU/ozf+F8fhlw/wGfMIaZMat5h9wxXt08+WVYWPhTs/uy78wn6y4yKSmpfB2bWERcUGCwaLmbt1e9r8veM3t+YX3N5+1rW2ju/tS3/ZqybQkhRFZR5lMtDh17emY4dtAgrBEgfoajKfeVduwEYVBgEG+1MTI2wguLFz7Tc7PHsSAHq4fAZs9js8wICWsisMsuLl340C8WFBg1bPRTwwfrwmbmE8dq/bzz/jt8edGSRbh88QpuXL/BazjMmCIZVGLP36nTs2WvlJdXYO/uvdixbedTt7GMN3Nz8yb3l50ZZTPnCGfPEccy0r789gvRUK8XFr+AfXv2P54153q924xlPbFtwNqT2JnYDz9+n+/j53lfbaEl9gEhhJCmYXXwlq54iQddWLbx8pdWPnUfhWYeTuTp5cEne/nlx1/5zHMfvv+xxPdaXd/tLdXXpvRnxKjhvHxC8uN6Ud17dIedvS2aGyuVwIb4lZaU8lnUuvvVZJ5v+Pc/Puvvk/r49RXVifzjn99F62/euMkv2bECm+SjoSF3zPAmBJ/q62tbaO7+1Lf9mrJtCSFEVlHwqZH09fRE6dQNHZA05b4Mm/VEeH82w5lovfLT62tbx+jo6NS85uPaBexAR7iuMdlXg4cOws+//YTrV6/zrKfMzCyeNs0e69ezOxYteUFiGFpd/a4Ny6rZuGUD9u7ex2vzsDOMSsrKPO2cFdUWBkz+27yeT1HM0tXZc7J0bTbrCzuQYzQ01J967anTp/BhUGzKYjbsis3Y99qbq3laO8MyWbbs2MQzfthsMrHRMVBQVOS1p7p398GkKZNE/WcZMGwGN6ZP394NbjM23ItlH504eoIXZWdn+ViaNpvZpa4C9PMWzuPZOXX199XXX+HD51hWGKvtxIYgsn3AzsDNnjtb4uCUPc8eNtvct9/D/5Y/nw7Yvas7Lyj+w3c/CfbN4xlmWGFtll3GMqBY1lNqahrU1FR50I89r/AM37O+r+dlaGjA09ubOoqtJfZBbX/bTfl3SgghHdE7773NP3t37djNh8yzYwgWYGHfaew7iH0/CbEizsLPTvHafuLrFcXWsyHRtd3/tTdW81l0d27fybN/K8rL+YmsF5ct4Z/JbPhczbGQfpP7KnksVfN49l1V2/qG+iPEhnnPnjuLf38zs2qpT9gQViNS2Ad2HFibocOH8oAGC7Kx+lLiARQNTY2n6iyKEx+GzoJpp08KZk5mE3rUd2KQlTNgsyyz9y1eI7Eh9fWVjTRoziDm8267pvanvu3XlG1LCCGyTK66qYWBCGnHDuw7wGf1YzO2sZpEdc2W1lRsiN+cmfP4Mjvbyg56SeuifUAIIUQaZGZmoiC/AGt/+Y1n1rASDVduXOInM1rChnX/4dOPPoOmliau3rzMZ99rqq2bt/Fh7pqaGrw2Y10TmzBsaP/i+UuwcPECvLTsxVbva3Nqrv7Ut/2asm0JIUSWUWidEDEPHwTCzMwUP6/9sdkCT4QQQgghQmyYX//eA3ngiVn1ysoWCzwxc+fPQTfvblBXU+c1NZuKnadmJ+dYptArr73SYHCEzcbLZsBtauCpOfra3JqjP/Vtv6ZuW0IIkWWU+URIK7h96zZeXvYKX567YI5oqCFpPbQPCCGESIPlL67Avbv3oW+gz4f4sbIGhBBCSHtHwSdCCCGEEEIIIYQQ0mJo2B0hhBBCCCGEEEIIaTEUfCKEEEIIIYQQQgghLYaCT4QQQgghhBBCCCGkxVDwiRBCCCGEEEIIIYS0GAo+iamsrERWZha/JIQQQgghDaPjJ0IIIYQ0hIJPYnJzcrF66Vv8sqXERSS02HOT5kH7SPrRPpJ+tI+kG+0fIkvHT/T3Kv1oH0k/2kfSj/aR9KN99Hwo+NTKqqqqW/slSRPRPpJ+tI+kH+0j6Ub7h8gS+nuVfrSPpF9720cnjpzmrT1pb/uoPaJ99HwUnvPxhBBCCCGEEEJIq1FRUaatTYiMoeATIYQQQgghhBCZMWBIv7buAiGkiWjYHSGEEEIIIYQQQghpMRR8IoQQQgghhBAiM86cOM8bIUR2tKvgU+DDQMydNR8Deg/EW6+/jYKCgrbuEiGEEEIIIYSQ5lRdLWiEEJnRroJPP33/M15cuhjrNq5DcnIK/lj7Z1t3iRBCCCGEEEJIMxoychBvhBDZIXUFx+Ni45CRkQlPLw906vR0bKyiogIR4RFQVlZGZ9vOErf9s+FvyMnJ8eW+/fogLzev1fpNCCGEEEIIIYQQQqQ4+HTuzDn889c6BAYGIj8vH0FhD6Guri5xn5s3buHl5asg30kehUWFsLS0xD/r/4KZuRm/XRh4YsGp40dPYP3Gf9vkvRBCCCGEEEIIaRkXz17ml/0H96VNTIiMkJphd0GBwVi5ajm+++HbWm9n9ZuWv7gC4yeMw3X/q/C/fwvqGupY/crrEve7e+ce3nv7ffz5z+/Q1dNtpd4TQgghhBBCCGkNRUXFvBFCZIfUZD69/OpKfnnyxKlabz998gxyc3OxctUKfl1JSQnLVy7DgjkLERsTC2sba/7Ydf+sx1///tmowFNxUTGKi2s+tHKyc5rt/RBCCCGEEEIIaX4jxw6jzUqIjJGa4FNjZrKzsraCto62aJ2Xlye/DAoM4sGn1195A/IK8hg6aDhfP2ToYHz93Vd1PueJI6dwYPfhp9bHRyUjL7OwRd5HVWUVYsLiW+S5SfOgfST9aB9JP9pHsrd/vv3uW5w7d44vDxo0CG+9+Va9z7H6tVcREhKKTp3koKqqyofCDxw4CGNGj4G8vHyj+hEQEIAtWzYjIjISJiYmmDt3Lnr17CW6vaysDL///hsuXrrEX2PmjBkYO3Zco29v6ntqiI2jJaRZbk4u9uzei7BHYVjwwnx0cenS4GNSU1KxZ9cepKamwd7BDtOmT4OKqkqr9JcQQgghHYfMBJ9ycnKho6MjsU5LW4sXJc9+nLF04eo5VFXVTLnJipLXZ8SYYRLjhFnm06fvfglLW1Po6euhJbCDfWk/eO3oaB9JP9pH0o/2keztnx/XruGTevy45idkZGQ0+F1VjWq89e4bmD5zGjLSM3D/fgC++3oNQh4F4c9//miwD5WVlXjnvbex6vWVcHJ2xoXzF/DBux/i6InDcHB04Pf56ouvERYRhj0HdiEpKRHLlqyAt58XevXp1ajbm/qeZNmunbux5pvvMWjwQOzcvgvDhg9tMPjEMscnjp0MD8+u8Ovph+1bd2LXjj3Yc2A3VFTqP4YihJC2dPXidX7Zu39P2hGEyAiZCT4pKirwM5ziysvLUVVVxW9jDAwMmvScqmqqvBFCCCEdHTthw5rC4+/UxmBD4NnkIKyxDGRnZyeMGjYGt27eQne/7vU+lmVH7dizTXR92vSp2Lh+E+7dvScKPu3ZuRffrPkadva2vE2cPAE7d+wSBZcauv1Z3pOs8vHxxqWrF1BaVoYd23Y26jFrvv2e77d1G//lJ/Omz5iGvj37Y/vW7Vi4aEGL95kQQp5VVmY2bTxCZIzMHI2Zm5vj7BlB6rx4qrjwtudx7OAJHDt0kgeyWpr/8QBkxmbBe6hHi78WIYQQ6ZGUkNzgfUzMjHkQgGHfSSlJgu+5+phZmEpkE6Ump9V6W2twcnaCo5Mjbly72WDw6Ul5eXmIjoqGnZ0dv56eno7MzEy4ubuK7tPVoyvW/bOuUbd3NLZ2tvySBZ8ao7q6GufPXsCrr78i+ptj9TL79e+Ls6fPSk3wKSc9FwW5hSjILeD9ZOUV5OQ78eGebJZjYWOEl4SQ9m/spFFt3QVCSHsNPrGzmN9/9wMeBDzgB5fMqZOnoaamBi9vr+d67lHjR/CWlZmF1Uufrx5EfbJTcxB9NgHRpxJxbfsd9JvvB4/+NQfNhBBC2q/tm3Y1eJ9VbyxHJyVBIKCyorJRj3n9vVdEyyXFJRKPEb+ttZiYGCMnp2kTeLBA2ztvvIu+/fvA29ebryvIL+CXmlqaovux5fzH6xu6ndQvPT2DzyRsYWkhsd7SyhJHjxyTmglb/lmyAyiv7ZZqgMWaGtHknlzuJCe5vtPjwBX7j/3z4wGtJ9aLAlyPX15sPV8lfH7B/0TL4vcXfy7ha4uCZ8LH8qCa8HXlBNNSiwJtrH/sshPvpyj4Jh6I6yRXE5jrxO4nh06i9Y+vs+AdW/c4iMfW83Xskj1WvhPkO8mjk/zj+8rLQ54H/h7fT14eCvKCIKCCArtfJ2TH50JVXvXx6z7dN+G2lOyr2LrH69nrQ+I9iD0HIYQQmSY1waf4+ASkp6Xzs55MwP0HUFFRgZ29HbS1teDt0w1Dhg3BqytX48133uA1oH747kesWLWcB6BkQeSDGMEBCfuBkFqOU99ewZUttzHwhV5w6enY1t0jhBBCanX44BG8/cY7fJllGu3aV/ewrrS0dHh2E0wI0tgMnPff+YAXvN6yY5NovfC7vbCgkA/rEwachOsbup3Ur7SkhF9qPN52Qmxbljy+TSombKlmtTxrCzzI8fgTbw09RR3Lz3Iv0nZqAoPigTjJAJVguSaohVrW8cCWeOOBuCeCd2KNBeFEgTzhennhsjCgJ35/yXWCgJ3YbcLHCoN/oqCe8PbHy3y98PGC53we7W0ikEehj0QZt+1Fe9tH7RHto6YTr7cpNcGnE0dPiM60eXp54tuvvuPLH3z8Hnx8ffjy2j9+xb9//YvNG7dASVkJn37+CaZMm/zcr91aw+58hnpCVVcVD08FI/5GKlAph6KkUhz9/DwuWl7HoEV94OQrGG5ACCGkfZk5b1qD92FDisSXG/MYcWyWsqY+pjFGjh6BQUMGCvrVqe6Z7OJi4xAeFo73PhAEqhrj4w8+4bPWbt25hc9YJ2RkbMQnFgkNfcSXhT82HBzsG3U7qZ+Ghga/zM3Nk1jPstY0H98mDRO2eEx2RtitSJTmlqOqXOw4TRiTUqoGFAFjc0MoKSmjuqoK1VVAVkYWv2S1xXiTY9k+8jzYWV3FGh5fPm7VT69jr1FVyS4FwajHF49jU7WtEyw8uU5wXfB8wvU1TyG8k+TVpy4J3z+CqQ465kZhwSd5RXmegcYvG7GsoCQPBXZdSR5FhcXQM9KBgrJCzW1KgvsrKCkIrisLLhWVFaHIlpUVBJcqCvw5pSkD7d79u/yyPU0kQZO1SD/aR89HaoJPS5Yu5q0+bOaVla+s4K05tdawO0ZdSw0z3puI7LQcHP3zDJL9M3gQqiC+BIc+OQOXMVEYvWxoi/aBEEJI62tq/SU2BKapj2E/sluizpOCggJvdWFDsO7fC8CnH32G7n6+6N23N1/PZr+Li4vDr7//UuvjvvjsS9zxv4ttO7dAU7Nm+BzDfuSMGz8Wa3/5DR4eXZGcnIw9u/bi2x++adTtpH6svpOhkSHCw8Ml1rPgoaOzo9RM2DJs3gA49rCDtYMFkkJTEXIxAqEXI1GcL5adJQeM/nwo9E11+VUWSPplze+oKK+QeC72N6OrpwN9A33oG+rB29eLB2xlBXtfPEjFAmXCZbaeB8oeh2RY4ExwZx6sqaqu4gG0qspKPiM0u6ysrBK7XsWvs3pxbJmdiBUtV1ShsurxcmW1aL3w8ZUV7P6C58vLyoOquqrg/hXVfNiw6LnY87DH8XU1z8GvP74UPCcLHEoG6eq85HeTe2pdXfeVyJSr5TGdWHCSZTGxSzYAkg1BFAyc5I/ll8LXZZd82wm2H9uO1fx9PO5/S+3/qmpUlFagohRtFvziwajHQSoWlFJUVYSSiiIUVRShpMouxdY9vlRSq7mdNzUlKLOmrsTv/6wBrYnTxjf7eySEdJDgU0eja6SDOR9NQVpSBo7/eQ5p97L4F5rHEKoBRQghpPWxzOIf1vzEZ5JlP2xPnTiNWXNm4oOP36/zMZ998j98+b+vUFpaymdNGzdhLJYuXyq6PT4+Ho6OtQcysrOy8c9f//JM5p6+gmAVs2r1y1i6/CW+/M77b+P1V9+Aj2d3PrPei8uWYOiwIaL7NnT7s7yn9j58MigoCO+89za/zoJ3+/cewAuLF0JLS4tnjl2/dgM/r/0J0ob9QDXvYsLboCW9EPcgiQeiwq9Fw8zZWBR4YtLjMqGVrQ8YVCC3PBeVlYIgFPsbYDNksRb+CPD1E9QXY1ig5PihkzxziwWmDAwNoKOrLSrGLg0kakO102wAth8qKipQUVGJivJylJdXiC7Zv2NBq0B5WfkT18tQVlqGsrJyPju2YPnx9dIyfr8GX/vxZWUj+6qmpgotDXWoqatBXV0NamxZTZUP/VVTVYO6muA621/CAJ4wECcM7gmDb3w9u/748ul1lagsr1lfUc6uCwKA/JK3x8uP78uCr3xdWQUqyipRWlzG3yR7bEVZRZOz6ljwq7y4nLfmDGgJA1E8KKVeE5gSNhVNFahqKkNVSwUqGo8vNZX5MhuOSAiRHRR8auXZ7p5kZGaA+Z9NQ3JsKoKvhcHCwUx0W1ZaDg5+dxLDFveDuVPrzlhECCGkY5n/wnzMnDNTYp2iomKd99+xexvPcmA/iNlwudrOXocEh+Lzr/5XZ+ZNUNjDp9azIJL40LC//v2T/xhlWV1PvkZDtzf1Pcmyhw8eYsumrfxHOfPfhk18YpZ+/fth9FjBrFB379zl64TBp1deWwX/2/4YNWwMr+XFAk/jJ47HqDEjIc3YD04bLwvehi7vg6JcyRpV4VdjkBGQy5f1LAzQ2c8Cek5aKJUrQWZ6JjIysnhAgwU+hbKzchAaHCbxPOxvSk9fF7qs6bKMKT10cXNupXfZMbFgH/sMEHwMNF92HTvGLy0tQ2lJKa93VsIuS9lyqWg9q3XGJm0oFraiYn69rsBVUVExbw1hwSlNLQ2e3ckvtTShqakBLR0t6Oho8yzC1hjOJh4gZIFYYRCLBaaEAapyllnFlksrBMuPL8WXK0oe37eknF8vYwGpkvLHl5LXG8oEY7eXFJTy1mSmFXyIoHqpNlS1lEWBKTUdVajrqEGdXeqqQk1XsKyqrSIxtJ0Q0voo+NTKw+7qYmptzJu4Y3+cRUZwDra9dhAGXXQxctlAmNgJ6loQQgghzYkFZZoSmGnMcKXDxw/xIfN1ERYKb0h9Q/7qu72p70mW6ejqwqubYPbf7j26i9abW5iLlseOH4tu3t1E11m2075De3Hj2g1e8H35ymWiGYVlBatVo2UoWaOqOLeEB6hYVklWQg5vjImDIZz726Pv+L7Q0JcsTM+yZAwM9XlWlPBkJBsylp6WwRvzZPCJrb9++SZ09LSho6vDA1QsW0pDU0OqauMQQVBLVVWFN0C7SZuEZVaVFBeLAlJFhUUoZK2gUHQpXMdufxK7jbXU5LRan58FQVkQiv3taOtqQ0dH8HfEGgtUtcTfEntOYX0o5Raao4EFuFgmlnhQqqyoDKWsFdZcloktS6wvKuNBKbZc63vQq0IlqpAbm4fclMb1SRSc0hUEqNR0VaFpoAEtA3VoGmrwZXYbZVQR0jIo+CSl2Ac2n4lGjg0ul0NGSA42r9oPY3c9jFw2CIbW+m3dRUIIIaRe9QWeSPOytLTAjFnT671PN28v3p7M7hHW6Govhizrg16zvBF2LRohFyKQEJTMhxilhKfzdmHddUz8cDjs/WxEjzE1M8H8JXN4wCknO/dxhlQmv2RZUWwdCzCJy0jLQPijiKdeX0FBHtosgKCnDWsbK3j5eLTK+yYtQ1FRAYqKLGtJsi5dbdjfD8uGKsgrQH5ePvLz85EvXH58WVAgOSMkGxaYlprOW21/S3woqAEbDqovuDTQh7aOllQNCa0rwCUoZK7Q1HifBBZE5tlR+aUozivh9d74cn4pSth168eXj28vyilGUW5xrVlX/PF5JciMy67z9VjgSUNP7XEwShCU0jLQgKahOg9O6Zhq8SwrQkjTUfBJij+wF301G2EPInB23RUURJbwIFTqwyz8t3wPzDwNMXzpABhYNu+sMoQQQgghsk5NWxWeI114y88oQOilSF4jKjUig/+4tHCRLGcQfj0G1h5mvO6M4Ae+HhzhIHFS8MkC5ixwZ2xihOzsHB5AEGL1ijJZ4Cojkw8h80JN8OlRSDge3HsIIxMjGBsb8ktWBJ0ypdoH9jfBhtSxZmpuUmeAimVL5ebk8b+d3OxcHtzMyWGXT/8t1RaYYkEpXX09GBjowcDIACamxvxvqT0G/Nm/V/bvmbWmBKxYMKoopwiF2cU8IFXIglLZRYLLx9cLs9jtRU89Ni+9gLf6MqhYEErXTBs6ZoJLXVNtfsnqURFCakfBpzau+dQQx672cPjJDsF3QnHhv+soiinjQaik++nYsGI3lm+eC3XtFsqXJYQQQgiRcSxbwXeSB29ZiTlIDc+Q+IGYHpOFA5+f5DN42XW3Qpf+9ujsY8WnqBdiwSFFJckhnI5dHHhjgSk2JIsFDnKycnhAgQcTsnNgZGwo8ZjE+CTExcTzJsQCVIbGBjyQxQIIllbm0NLWatFtQto2QMX2L2uW1hYStwn/lgQBqRw+DJQFMTPSs/h1Psvh46BUemo6bwh6JHo8G6pnbGIMY1Mj/vfEmnI7DEgxLIjLdPVyrzVgxWs+6ajCsCbBsVZsaGB+ZiEPUuenFyKfBZ6EyxmCIBTLtKotgyr50dNDKdlnCwtECYNS+la6MLTR48s0nI90dBR8kpKaT/VhBzyuPl3g4u2MgOuBuLzlJkpiK2DgokOBJ0IIIYSQRtIz1+FNXOTNGH7JCio/uhzFG5tly6FXZx6IsnAzlQhE1XacJpjlTBVm5vVPEMOynMwtzXgmi7A4PKs3xYJSrDH9BvWBb4+amfgy0jN5jTUNjcbVSCOyS/xv6cnMKTaxAhsCmpmRxYeDskv2t8FmDhUSBD1z8SgkTCIgZWJmAlVlVWjqqfMi+u0h0y7oYUidwaemYHWvdEy0eKsLK6Cen1HIA1E5yXnITspFTlIuspPz+HUWwBJigark/DQkh0kGplhxdB6I6qwPQ2s9GHZmTb9JGV2EyDoKPskQ9kXh2csdXXu44u7lAFjaSp4t2fvdUchVyGHI4r7QMmx4XDohhBBCSEfnN9WLB5jYsDwWeGIZDazIceDpR7wxA5f0hM+EmmLsbD37Acpm0OJDgthsWqyYMR8epMJ/0NaG1X9ijWWwsEBCWkoaUtmwquRUfslmXWPZKuLOnbqA+NgEHriytLKAhbU5LKws+NAu0nGwiRUMjQx4q61mVCr7W2J/RylpPGPqyYAUc+/ufT67noWlGSwszWFuZc6fT9rrR9Vm+pwprfZaiiqK0LPQ4Q2SZfP4ML2CzEL+ecCDUewyiQWlBJfCwBSbIZAN+2VNnLquGg9EGVjrQU4V0FBWh76lLuQ6yX6AkJAnUfBJBrEvCJ/+kp986QkZiLoUD1TJIfLaNjj2s8HgF/pAQ5/OkhFCCCGE1IX9yLNwNeVt0Iu9EHc/ESGXIhF+LZrP0MU8WWD40ZUoRPnH1fmcLHNq+Cv94dTbVrQu8GwYn9mLz7TFpn/XVUPnzp3h5OLITzCygFRebh7UxGaBZNkuyYnJfJkFq1h7cD+QX2fBKAsrcx6QsnO05cP3SMfDZstjfwesPR2QSkVKchqSEpL53xbDZuQLfxTJm/Dx5hZm/PGd7Wz4rI+ykBklLQEzNpROy0iTN2vPpwNTOSl5SI/OQnp0Jh/iy1puimBfMKzmFGsxdxP49dvbHvDPD1MnI5h1MYZ5FxO+rKxG/76J7KPgk5TXfGqszPQsyBvJoTKlmgegwi7EIPxyDJwH2mHA/F581gZCCCGEEFI3eQV5Xu+JtfIVfRF7PwG5KfkwczaWuJ+Csjz/gVjXNPBsvSKb5UvMvSOBSAmrZUYzZQVBfRpdNQxe2hvaOjVTgyWFpGFov2HIKchGenY6EhOSUFxcLBGMeng/CMteWSIRfGKBLFkIIJDWC0gF338EOYVqJMQlIj4uUTRcjwWqoiNjeLt8/io0tTR4EMrWvjOsrC2fqnUmLYIDQ/mli5szpBULTAmH+jr1qQlElxWVIT1WEIjKiKkJTAk/T9glC0YJA1KQA8+MMu9iDLMuJjB3NuY1pejfOJE1FHySgZpPjeHs5QjbP2xw+dh1BBwMQWWaHKorgZAzkQg9HwXXoQ7oP68HjSsmhBBCCGkERWUF2PvVXq14/HvD+CUbUsOnd89lTTDFezFbzimGnqVkbSnxujDiWK2p3NR83p504scLNevlBLP46WhrQ04JqJArR1FFIbQcVKGmXnOSMTc3D1vWb+cBBDv7zrCxtW63RadJ46mpqcHG0RJdHgdr2Ix7rM5YQnwiD0ilpwmGg+XnFeDBvUDeWHF0VhRdGIxi9aOkRcDdB1IffKoLm1WTZTSxJh4wDr4ZDvlyeSSFpPDAc2pkBs+eQjV4kIq1gOOCWldsmC8LirMhw529LWFg3T5qeZH2jYJP7Qg74zV4Qn/0Hu6HC4evIvBoGKozOqG6shqBJ8L4l8m098e2dTcJIYRIITY846cffsHtW7ehp6+HhS/Mx8jRI+u8/+IFSxD4MAidOsnxYUK2drYYM240xo1v/PdMUGAwfl/7B0KCQ2BhaYHlK5ehR08/iSnJf/juRxw/dgLq6mpYsnSJxPM3dPsnH36KE8dO8uURo4bjk/99/AxbhpC6sdpOrMRBY8ocLFg7FRVlFWJTvLPp3gVDbvh08NlFEs/Dfoyy+9asAA9qsSZu1GsjJK5vWLwb5ZXVCLoZhSClSMipADpGmjC3M4Ojhx2MrAx5RjzVlOnY1DXURTM2CoNR0VGxiI6IQUx0LM+IYp+xMVGxvJ0/fZF/Nzi5OMDZxYkXLm9Lk6dPQHvCAkfqeqo8QOjc146vKy+tQGp4OhJDU5EUwloKD3QzLOgdeSuWt4vrb0DTQJ0HoWxY8zSHsjoFnIn0oeBTO8RmRBkxbTD6juqBCwevIORkFKqz5dBvTs0BPVNdVU0HHoQQQrivv/gGvfr0wuIXFyE4KBivv/omDAwN4Nvdt9YtlJGRiXkL52LipAnIyMjA/XsB+Ozj/+HShUtY8+N3DW5V9qPmnTffwdLlS7H6jVdx4dwFLJizECfOHINNZ0G2yS8//YoTx0/i+5/WICkxCW++9hbMzczg7evdqNtXv/4qXlr2Ig9w5eTk0J4mbU5BSQHaRpq8Ncb8XyajgAWqsopQkFUouZxZhILsIhiY64nuz2pUlRdVCNKkSgVZENVsiF5iEbLvRSBwTwRfN+6bQXByEwQdKisqcWWzP7QMNaBpqM4nrWHLyhpKlEnRwYJRbl1deGOfz6xOVBQbjhcRzWfWY9gokeuXb/LGCuM7uzrBqYsDNLU022RoYUfIvmSZTawJA9KshhQLRCWyFpzCs6EYNhvfg5OhvLHAMhuix4cQe1vCyFY26niR9o+CT+38S2T07OHoOzYf0cGxMLE2kihQvv3tw/Cb7AmfsV3rnJWFEEJIx/D9z2tEBVzt7G2xf+9+3L7lX2fwidHS0oKpmSlv7l3d4eHZFeNHT8TsubPh1e2JyqtPYMM5Dh49IHpNe3s77NuzH7du3hIFn7Zv3YHPPv+EPxdrVy5fwdYt20XBpYZuZ7VzWGPfh/n5Tw9pIkSasR+Lohm2Gqu6Gn3nd0d+RgH/MZqdkoP89MLHAanH5KuRX1jz74EFsW7tuf/UUymqKPAiyixQxurLDH6pt9jLVIv6SNof4XA71voP6oPcnDxERUQjPDQC8XGCOkR8dr2UNFw8e5nXlmLZUI7O9nw2vdbA+sI4ONujo2D/3nRNtXlzHeTI17GAdMzdeETfiUfMvQSU5JfyBIOEoBTeLm+8xevJ2XSzEGRGdbOAqqZKW78V0kFR8KkD0NLShEcPN4l1R38/h9KcMlxadws399xDv3l+6Dq0Cy+MRwghpPklhqQ0eB9TRyPR5zCr85AcltbgY8RrRrCaMikR6bXe1pSZg1gWUVBQMB/G1hRdPbrCydkR165cbTD49ORrFhUVIT4uDlbW1vw6y6ZKS02Dh6eH6D5e3l5Y/8+GRt1OSEfEasn0mPbEXPCPPxviwhMRcucRYiPjeLaKEBu+00lJDlVlgoCSUHlJBTLjsnnTNtaUCD6lRWVix9uHoGUsCE7JKcshwylbcP1xe3KGQCK7tHW04OXjwVt+fgEeBYchNPgRUpMF31GsZhRr505d4DXGunq58TpRLTkjnf+tux0u+FQbNoTWbYgTb+y4ISU8nc/EGXMnAcnhaTz1kQ3tDTobxhs7xmABKJcBDrDrYQ0lFeksKE/aJwo+tZPZ7pqCna1SNpYH1KqAok4ozS3H6V+v4OoOfwxa1BvOfezoTBYhhDSzbW8cbPA+r+x9AUqPg08V5ZWNesybR18SLZcUlEo8Rvy2xvjt19/x3/qNfGjFyldWoGevHmgqU1NTZGYKhgE0xUfvfwzPbl6imk/5eYLMDC1tLYlMK2EGU0O3E0JqsAz3zi5WvD05E56yviLgWww5lhxVJgdjPWOYGphCGSrISy9AXmr+UzWtWBF0NsRPWASZibgcI3EfNlRo5jfjRNdZhkZOci50TLV4JgZlTckmTU0N+Ph1443NmBfKAlFBj5CVmc1/S7EMKdbYZ7NHN3e4ebhCrQWyocZPHtPszynrWGCJFSFnrc8cXz4BAsuGivaP59lRrF4UC1BF3Y7jjWU3OvTsDJcB9rD2sqAkBNLiKPjUTma7awr2ZT/zlclInJSEU5svIONOLlDSCUXpJTjy9VlcMr+BYUv7oXM3q7buKiGEkFY0b8FcjJ84HmGhj/DBux/C1rYzv87qKn3ywaf8Pl1cnLFh8/o6nyMzMxNdPbs26XW//N9XCA4KwY4920TrVFQEwwIKC4ugrq4uKoirqqraqNsJIbV7MujDAgb2jnaIDI9CtUI10kpSkJaQIgge9HLHQI+eTwUPdM20eIZVbppglr6sxByU5JVK3EdNW3JoT/SdOJz46aKolo22qRYPROmYaEHPXFswxNBSF+o69G9YVujq6aJnHz/06N2dz5YXEvQIQQ+CUVxUjLzcPFw+fxXXLt2Ak4sjPL27wsTUuNmCjuIzPJI6tpG2Ks9wYo0NxWOZ0Y+uRCH0YgQflsuyG4PPh/PG/r069bWDy0AHmDoZUXCYtAgKPnVg5pZmWPjeLMRExuL0xovIeVjEz3jlJRZiz8fHsWzjHGjoNTx7CyGEkIbNWjO+wfsoiNXfY8uNeYw4NsylqY8Rp6mpyZuFhTmm3AvAyeOnePCp/4B+2H94L7+PolLdKfrJScl49CgMr735WqNf87uv1+DC+Ys88MQyl4SMTYyhoaGBiLBwGBkZ8nXh4eF8Vr3G3E4IaRx9Az2MnzKGBwse3AvEg/uBTwUPuvf0Qa9+NZmQhjb6vAnFhMXDwsaUZ0rlpuTzosisaLm4nKQ80TKbxUs8a0rIbYgjRq4eKLqe/CiNPxcLTuma60BJlYYISSMWUDIyNuStd78eCH8Ugft3HvCi5ax4efDDEN5YkXIWhHJycYKi4vP9DI2OFGTaseF9pBH7qJMcH9rPWv8FfogPTEbIhXAejCotLONZUfeOBPHGgsJd+tvzQFSTas4R0gAKPhHY2Flj8adzER4cgbObrqAgtBTGHvoSgacnU7QJIYQ0TVPqLwnT55v6GDa0pqmPYUpLS7H259/w0vIXeUCHBZFOnzqDkaMEU7izbKL6MorYdwTLXGLZUm5ubujXvy9f/+tPa5GQkIBv1nxd6+N+/vEXHD92Ajv3boeeXs2MXQyrFTJy9Aj8+cffvIB4enoG9u7eh48//ahRtxNCmoZlOvUZ0As9+nTnxZzv3XmA5ERB8KAxRaTZTH565jq81cZ7gjsveJyTnMcDSuwyOzmXB6XYkGGGBZjEBZ0L4z+GhTT01aBrxoqwC4JRBpY6MHYw5BkeRDooKCigi6szb2mp6TwIFRIUioryCl6g/OTRM7h47gq6+Xqim48nlFWerTbYjau3+CUFn54tEGXV1Yy3wcv6INo/DsHnIxB5K5bXh2P/Nq/vuMubiYMhvMa4wrm/vcQJMkKeBQWfCMcCS46uDnD42h6Bd4P5rBXidn5+CHKVnTDspX58hgVCCCHth7KyMp8Vrn+vgXwITllZGSZMGo+lK+qvGfXt19/xoFVWdha0tbUxdtwYrH7jVVGR2eioaJhbSH6fCOVk5+DHNT/xH7xjR9Rka7EA2MJFC/jy+x++h2UvroCHixeqqqswd94cjBk3WnTfhm7f/N9m/PbrHygoKOA/oHt498LU6VPw+luNz8wipEMGD9yceWPBgof3AuHi7ixxnzMnzsHY1Bgubs58ZrTGYAEi1oTTxosHr1nR8+zE3KdqS7EglTg2Mx9r8Q+TROsGvdQL3uPcRdfZD+mqqmroW+rywufshzZpGywTatioweg3qA+CHwTj/t0HyM7KQUlxCc+ou3PrniAI5esFlSYGoUaNE5wcIc+HBZRY3SfWSgtLEXYtmgei4h4k8mLlrID58R8v4NJ/t3gQymNkFwr2kmcmVy2cK5WIaj79+Oe30NOXPAPbXFhaso2jpUxt7cSIZGx79SBQLQd0Ahz6WmPI4r7tdkieLO6jjob2kfSjfSSb+4cdEuTm5PJAVEPZrqy2U1lpGb8fq70hPmROaOjA4di1dwevC/IkFuRKTUl9ar2mlibPvhLH+qSkrFRn9lVdt7Ogk7AwuZCaujq0xYqUE+k/fqLPE+mSnJSCbf/t5Ms6utro0ccPqopqsHUWzFTZnFhxZFabJishhwenWG2prMRcZCfmIC+tgN9n6uejYeNlIXrM1jcOIClE8NmioKzAhw3pW+rAwEoX+lZ6MLTR65BBKWn4d8S+Y2Jj4nDrqj/i4xJE69nnN8uC6tbdC6qqkrXCOhJp2EdCBZmFCLkUifvHgiSGzCooycNlkCN8xrtD3+rp7/b2Tpr2kSyizCfSoPzCAiiYyaEisRqokkP4xVhEXImFyzAHDJrfGyqaNJUuIYS0ByyQpKPbuPoO+vo19V7qwuo41RZ4Ylh2lKmZZAZEXVgw7FluZ0GsJwNZhJDnw4ZPsX/XbKaznOxcnDh8iv8761fZG05dHEWZj82BDT9mgSLW2JA9cWUl5chOyJEYqseCGyxIJepraQXSIjN4E8dm4RPPwGLZHdommlDV7LiBj9b6jrHpbM1bQlwirl+5ibiYeH4igw2ju3v7Prx8PODNglANDPWMjxUEryytawKPpPmwLETfiV15kCnydiz89z/kGYcVZZV4cCKEt84+lvCZ0BXWnuZUnoU0CgWfABw7eALHDp3kZ2HJ05w9HGC71hpXT9zAvf3BqEyTQ3UlEHQ8HCFnI+A51gV9Z/pREUhCCCFNDlARQmQL+7G/4MU5CA0Ow/XLN3gAimUZHjt4Ejeu3Eavvn5w7OLQ4j9GlVQUYWwvmGxAiL3m0o2zeXZUZly2oMULLrOT8ngmFWNgXZOhx9Ztf/sQD1SxH9wsM4q3zvowsjPgxc5ZEIw0L1biY+qsSUiMT+JBqNjoOD7k++a127jrfx9e3h7w7elT53C8Kxev8cuZ86bRrmlBLEPQ3s+Gt9TIDPgfeIDQi5H83020fzxvBjZ68Jngji4DHKguFKkXDbsTQ8PuGsbGaF88dBWBR8JRlVVzUGE/0BIT3xiF9oDSKaUf7SPpR/tIutH+Ic2Jht11XOzEbXBgKJ8Vr6iwSLR+5LjhvB6UNGGFlPmwvYRcOPWpmRWTZUr9++KOOh/Hhu4ZdtbDzK/H8UkdZJW0f+6zmfFYEComKla0jg2l7jOwF9y6ujyVUZeZkSWarbG9kPZ9JD4kj00EcP94MEryBZMFMGo6qvAa7YpuY93a7cgYWdlH0ooyn0iTqKiqYPj0weg7pifO7r6ERyejUV0oh36za6bfZWh2PEIIIYSQ9o0FBFhgQE1JHQXF+aIZyByd7SFtWODI0EafN3Gahup8GF56TBbSYzL5ZUZMFsqKy/ntLCOqKLtYIvDEglgHvzwNYzsDGNnqiy6V1dvnD+7WYGZhiskzJiA5MQXXr9xAdGQsiouLcfrYWTy4+xCDhg3g9xFqT0EnWcMyBPvO744e070QdC6cZ0OxIG5RTjGubvXHnUMP0XNGNx6IkuWALWl+FHwiz4QVlx27YAT6T8pHVGAs9E1rvgCSolOw79MT6DvXD10HOdMYYEIIIYSQdh6E6urlxmfFy83O5TPmCaWnZSD8UQR8e/hAUVH6fnooKCnw+k/iNaCqq6qRk5qHtMhMXi+KZT+JSw3P4AEq1oLO1qzXNdfmU9ObOhnBwsXkqWGBpGGm5iaYNH0Cz4A6f/oisjKz+ayL2zft4tl0fQf1gYaGOlKSUvj9TcxMaLO2EUUVRXiOcoHHiC6I8o+D//4HiHuQxLOhzv9zHXcPB6Hfgu4807Clh+ES2SB93wBEpmhpacKzl5vEuuO/n0dxeilO/XAJV7bewpAlfeDYgz50CCGEEELaMxZ00jfUl8iEP3fyAhLiExH0IAQDhvSDvaP0HxOyOje6ptq8iQ/RE1LTVYVj785IjcxEbkrNTGAs+4O1kAsRsO9pg4kfDBfdlpOSh7KichhY61INqUawsbXGvMWzcc8/ANcv3+T1oNgQz/CwSPTs44eIR5GAHNV8kpZ/L3bdrXmLC0jEhXU3eH0o9m/j8Ndn4O9khAGLesDCtXGTjJD2i4JPpFmxgwwVQ0VAqRook0NRagkOfX4GWpbqGL60P2w8aYwsIYQQQkhHUFpaxgMETF5uHg7tPcKDCgOH9oeevuxO027tYc4bU1pYirSoTKRGZPBZ85LD0pCTnAdTRyOJxwQcC8atvQE8i4oN02MZUmbORjDrYgItQ5qVszby8vLw8euGLq5OuHzhGoIeBKO8rByXzl2BppYGfPy8W2V/k8az8jDH3J8mIeRiBC5vvIW89AIkP0rD9rcO8YBs/wV+0LNo3Ky6pP2h4BNpVuxM1uy3piApPhkn151Hxr08oEIOefGF2P3+MejZa2HkikEwczSmLU8IIYQQ0o6xmcqmzZ6MR8FhuHj2MgoKCvlwqk3/bkWvfj14YOHJQtKyhtV5snQ3402oOL8EqJa8HwtMCWtIJQan8HbnoOA2TQN1mDkbo9t4dz5cj0hS11DHiDFD4eHljnOnLyAlKRX5eQV8WB6bJW/c5NE8UEWkJxPKZaADzw68ezgQN3beQ2lhGSKuxyDyZiw8RnZBr1k+UNdRbeuuklYm25/2RGqZWZpi4SezMO370dBxVwPkBd/AWRF52PrmAZQUlLR1FwkhhMi4jRs24def1rZ1NwghDZyYdHZ1wsKl8+Db05sHmyorK/kMebu27kVuTm67236qmipQ1VKRWDfq9UEY//4w+E3z5NkhyupKotvyMwrx6EoUSgtqZg5jHp4ORfj1aBRm18wk2NHrQc2aPx3DRw/hgU1GQVGBAk9SitVT6z7ZE0v+nQnv8e7opNCJ11O7fzQY/y7ejus77qK8RFDYn3QMlPlEWpS1vSWWfD0X4YGROLPhMgrCSmDhawwVDckvZEIIIW3rq8+/xulTZ/jy0GFD8O4H79R7/5XLViE4KJj/kFRXV4OtrS3GjBuNwUMHN/o1F8xdiFdfexWeXh7P1OesrCxkZ2U/02MJIa1LSUkJ/Qb2gYtbFxw/dBJpqelIjE9CZHg0uvl6tvvdwbKbNA06w7FXZ36d/QjPjM9GUmgqEkNSkRSSyrOfxEtZXFx/E8V5ghO2OqZasHA1gaWbGS+Orm2iKfW1s1oCe89uHq54cC8Q+Xn56D+oT1t3iTSABWIHvdgLXmNd+VC8R5ej+GySVzbfxv1jwRi0pCec+trRduwAKPgE4NjBEzh26CSqqqraen+0Ww5udrBfY4uQe49gblWTlsxs+WgvlFWVMHLpYGjoqrVZHwkhpCNbtOQFTJ0xFev+XofU1NQG758Qn4BxE8ZizLgxyEjPQMD9ALz26hsYP2EcPvvi00a9ZlxsPJ9KmxDScRgY6mPWgum8iHRKciq8fJ4t+NwehiYZWOvx1nV4l6duL8gs5EP0hFgdKdYCz4SJglksCDXs5X5QUlFER9NvsCDopKWt1dZdIY3ECviPe2cokiak4sL6G0gMSuF/54e+PgPna9EYsqzPUxmDpH2h4BNLgx0/greszCysXvpWW++TdoudqXDp5iyxLjYkHsl32Bh4Ofx5YzPsB1hj+JIBUKXMKEIIaVVGxka8aetoNzogZGBgAHt7O9569PSDj483pkychqnTp8C9q3u9j/3mq295AOv1V16Hiqoqlry0GDNnz0BhYSF++O5H+PvfgaGBAZaueAk+vj78MWx4zpeff4XQ0Efw9PSAsrJg2IXQa6tex/37AVBSUoSTsxPefOdNWFiYY9+e/bjjfwdffP25xJC9pMSkBjO8CCHNj9Xn6TOgFz/xK569k5KUgvz8Ajg42Xf4za5poIFVuxciPTqTZ0YlBCUjITBFNASPDdVj09orKtf8nGNZUmymPQt3Uxha6/EAV3tlYSko+E5kD8vwm/nNOIRfj8G5v67yv+XQS5GIf5iMYS/3hb2fTVt3kbQQCj6RNlVSUgpFY3mUp1ahugIIPxOLiEsb4TLMHkMWdswzOYSQ9qWstAwZ6ZltmmWgpFxTW6Qleft6w8HRAZcvXWkw+LTwhQU4cugoXn3tFXh4ecBAXzA9+/KXVkJBXh4ff/oRggKDMHfmfBw+fhD2DvZYsXQlNDU18clnH8P/lj++/fo7HrASev3t11BcXMK3+eFDh7FgzkKcPn8Sffr1wfvvfIA3334DOrqCWXY2rt+Idz98t4W3CCGkPuLFxsvLy/lIhOysHLi6d+Ez4ik/ruvTUXWS7wRje0Peuo1140PxcpLyEB+YzINRKhrKEsG7+IdJOPvXVb7MbrN0N4WVpzlsPC34Y9uTnGxBrTAdXe227gp5Buzvlg1BtepqhvP/XOMZfSywuv+zk3Ab6sSH4rFi/qR9oeATaVNOXvZw+NcW14/fxq2dAajIrEZ1GRB0JAIhZyLRdawTBs7uAwVFmsGCECKbWOBp+6Zdbfb6M+dNg5mFaau9nrm5GTIzGg62sSwrRUVFmJmb8cwpJi42DteuXMPtezd5kKibtxceBDzA1s3bsHDRAty+7Q//+7d4AMqrmyeuX7v+xGvXnAl3ce2CE0dPIDQkFF1cuqBX7544eOAQ5i+cB//b/sjJycWAgf1bYAsQQp41mFBWJig+HPQwBHGxCRg9fgTMLSXLNXT0H+y65tq8dR0uOZqAyYitqYFXUlDKM0tYY1R1VGDnYwXn/vbo3M0Ssu744ZOi7zgiu1iQdOTqgXDo2Rknf72EopxiBJ5+hNj7iRjxSn/YeFm0dRdJM6LZ7ohUnPXqPdoPqzYsgs9CF8g/PoFRVVKN+7tDcXit4MuFEEJI2zhz6iwG9RvC27IlyxssAq6urv5Mr8OG4bGglDA7iXHu4oz4+AR+m6mJCQ88CTk6O0o8/vq1G3hx0VKMGDKK9zU5OQUpySn8NlbPas+uPXx5z669vF4VC34RQqSDoZEB5i+eDUdnB36dFZNms+GxwtKkcXrN8sayzXMw9u3B8BjlAl2zmqyg4pwSnl3C6uyIy0nJQ2lRmcxt4p59/Hgj7YN9Dxu88Mc0OPcTnIzKTy/A7g+O4vTvl3lxctI+UOYTkarx/wOn9EWf8T1wbucVBB4O4wGogXN6t3XXCCHkuYa9teWZWfb6z8uvZ3f8vf4vvqyiUncx0LS0dIQ9CseqV19u1PM+OVOTjq4ur+vEpmFn3wlMRkYG9PR0oa2jg+ycHD50RPg4VqtR2B8W9Fqy8EV8+Mn7cHV34+tfWrQUZeWCg9bBQwbh/bc/wP17ATh6+Ci27Nj8jFuDENJSVNVUMWbiSIQG2eLU8bOoKK/A6eNnkZ6WjgFD+ok+F0jdNPTU4dzPnjcmLy0fsQGJCL4UjoyobFh7StZKOvPHFcTcTYCpkxFsulnA1scKJvaGUl8vysbWuq27QJoZKzY+9u0hcOhpg9O/X0FJfinuHw3mf58jVw+AhWvrZXGTlkHBJyJ12Jno4XMGYsCU3oh6GAMdw5qzNrEhCTj4zUl+ZsdnWPuflpcQIvtYvaXWHPbWEli2kXjGUW2io6Lxzlvvwd7BDgMGDeDr/vz9L17Uu67Z77S1tflMeUIOjvbQ1dPFhnX/YfGLi5CYmMizlP735WdwdHKAhoYGtm3ZjtlzZ/HXO370OCZOnsgfy36cyivIY8SokdDW1sLVy1cRGxMr8d0yYdJ4rH55NYyMjeHh2TFn2CJE2rHgchc3ZxgY6ePA7iPIy83D/TsPkJmehQnTxkJJqXVq2LUXWkaacB/qDE1rdVg7WABipZ8qyyuREJiM6qpqJIWk8nZt6x2oaavAxtsStt5WPCAljTOQFRQU8ksNjWfLtCXSiwVOLdzMcOrXS4i8Fctnedz+9iH4TOiKvvN8oaBEIQxZRcPuiNRSVlFCF1/JIRUn/7qA0vQKnP/5Jn5dtB4BlygVmxBCmsP2rTv4ULUdW3fi7GnBMLtff1pb72N++uFnfj8PVy+MGzUenTvbYNPWjaLshPCwCKipq9X5eDYr3jtvvotBfQfz12cBop9+/ZEHn3w8u2Nwv6GYNGUiRowczm/7/qc1+P7bH9C9Ww/MnTUfPXr1FD2Xo5Mj+vTpjZ4+vdDLtzd+WPMTbO1sJV5v2oypiI6OwaTJE557exFCWpahkSFmL5wBSytBzRcVVRUaKtsMgT3xjCa2POV/o9F7tg/MXUxEtxXlliD4XDiOfHcWv83ehPyMAkibw/uO8kbaJw09NUz8aDjPeFJSU+JBU//9D7Bp1V6khLOZ0oksorAhkSn61rrIjS4AKuRQklKOU99cxZWttzHghZ5w9Xu68CIhhJDGGTlqBHz9fCXWsQyiuqz981eUlJRADnJQV1fjtZrEZ65iWLHwbbu21PkcbKa6sePHIC01DXp6enydt083XL15Gakpqbz2k7JyzWw3PXr6wT/gFs9yMjYx5kPt2BA94Y+q3/5ay4fpKSoq8b6zzCkdnZr6Ubq6ulBQUMAECj4RIhPU1FQxeeYE+N+8Cy8fj6eG6pLnn03PwsWENzaqgA1zirmfgGj/OET5x/PizzqmWtA00BA9hs1IdnHDTXT2tuSFy1U022ZGMt8e3m3yuqT1sH/vbkOcYOVhjhM/XeBFyDPjc7DtzYMY8Wp/uAwQ1IcjsoOCT0SmTF49Gnnz8nHsr7OIv5ECVMqhKKEMxz67gEudb2Lwoj5w9BIUqiOEENJ4LNAjXui7IRYWknVDavPflvUwNDSs9z5sKB1rT2LBpdqwAJfwNmHASpyBgUGts98xO7fvQq8+vZ5aTwiRXiyT0q+XZGC8pLgEwYGhFJBqZiyQ5NzXjjc2FC8tKgNFeSUS94m+E4+gs2G88eCVmykcetjAvoc1H+LXWuwd6Xi/o9Ay1MDUz0fj/rFgXPj3OirKKnH0u3PIiM1C37ndpb4+GWmnwSdW2yEtLY0vu3ftChWVtonEk5alpa+JGe9NQHZqLo7+cQbJd9KBKjkURJfg4KensXKbOVTVpG9sOiGEdDTSFOQZ0HsgMjIysXn7prbuCiHkOVRVVeHowROIiYpFQlwiRowdSnWgWgD7QW9s//TJg/LSCqjpqPKsqKrKKsQFJPJ29q+rMLYz4LOWOfW1hb6lLlpSSUkpv6Tfex0nC8prtCtMHAyx/38nUZhVhJu77iMzLgejXx8oGJpHpF67Cj6dPHEKp06cQlBgMI6fPgqbzjZt3SXSgnSNtTHnk8lIT8jEsd/OIe1hJqx7mUkEnsRnTCKEENJxrdu4DsYmRrVmWRFCZAfLeiosLOLL4Y8ikJOdg/FTxkBbp2aCGtJyWADAc6QLUiLSEXkzFuHXY3gGCpMamcFbJ3k56E9v2eDT/l0H+WVbziZLWp+poxHm/jgJBz4/yWs/RdyIwdY3DvL6UDomdZcKINKhXQWfXly6hLdhg0a0dVdIKzK00Mf8r6YiKTIVWmJj0pkN7+yEnGI1hi7uDytbQcFKQgghHY+dvWTxcUKIbGKTGMycOxUnjp5GWEg40tMysH3jLkyZOREGRjXDbknLZkWxIABrfeb6IjsplwcBWEsITuHZT+IOfXUaCsoKcOhpw2tFNcdsZZ7eNGNpR6VpoI4Z34zjdaBCL0Xy4OeW1fsx/v2hsHQza+vuEVkJPqWlpWP/3v182uU333mj1hTamzdu4eqVq7wA6fCRw2FvT+N9iYCZnWR9kIj70cgOzmNfkdi5+gj0PbUw7IUBsLCmDyVCCCGEEFmlqKSIMRNG4paRAa5cvM4zoXZu3YvJ08fDxMykrbvX4eiaacN3kgdvRbnFUNWqGYVQnF+CsGvRvIYUqxOlpKooGppn080SCorPNkKhi6tTM74DImsUlRUw5q3BMLTRw+VNt1GcV4Jd7x/F0OV90HV4l7buHqmD5LQ0bejzT7/A+FETcPXKNfzz178oLy9/6j4/fv8TFs1fjPy8fERGRGHU0NE4c+psm/SXSD82BlzL8nEmVIUcMv3zsf3VQ/jvf9uRFJ/c1t0jhBBCCCHPUQPGr3d3DBs9hC+z4Xi7t+3ndaBI21HTVpWYlbC8pAIuAx1EAamy4nIEnw/H/s9O4vfZm3Dsh/OIuh2H6urqJr0OK60hnO2UdEzs76zH9G6Y8MEwKKoooKqiCid/uYRzf1/l9ciI9OkkTVM8X7p+AbPnzqqzmPjan3/Ddz98g48/+wg//LwGc+bNxgfvfkgfPKRWFs5mePGP2Rj3wRCom6gKVpbJIf1GHra+egCbvtqB5KRU2nqEEEIIITLK3cMVo8eP4DNhlpWV4dypC00OZJCWnals1GsDsXzLXD5jWdfhznxWPaa0sIxnQ13aeEsiYNUYu7bu5Y0Qh56dMWvNBGgZCZIO7hwMxJ6Pj6MkX1CUnkgPqQk+eft6Q1FRsc7bz5w+y8d4Dx0+VLRuyrQpSElJwYOAh/x6SnIKbt+6jeLiYjx8EIjQkNB6X7O4qBhZmVmixgoWkvaFfZE59bTDsn/nYuQb/aGq/3gGxJJOSL2Sixt77rR1FwkhhBBCyHNwcnHkRcd19XQxYerYJgcySMvrJN8JNl4WGL6qPw9ETfl0JNyGOkFZXQnOfSVr8gVfCMfJXy4i9n5CnRksbh6uvBHCGHXWx5wfJ8HcVTDsNvZeAra8vh9ZifT7XppIVc2n+kRFRsHc3AwKCjVdtrax4pfRUdHw6uaJW7duY9OGTTA2NsLGDRvh6uaKTz//pM7nPHHkFA7sPvzU+vioZORlFrbI+2AfoDFh8S3y3KR+GubqGP3eIETdisPDY49QUVIBp972EvsjPz8f6mrqtI+kHP07kn60j6Rbe9k/J0+eQGFRESZNnNQqr2fjaNkqr0MIaTpb+86wsbXmGVBEuskryKOzjxVvw1b0RWWFZIDp4alHiAtIxIOTodDQV4PLAAe4DnaEgbWeRMYbIeLUdVQx/YsxOP37FTw8FYrsxFxeiHzsO0PQuRt9f0sDmQk+FReXPDU9srq6OuTl5VFUJJhuddz4sbw11ogxw9B/cF/RdZb59Om7X8LS1hR6+jUfbs2JHezTwWvb6uxshQGzeiI9Ngsmdoai9RH3onDi+wvQ9dDEiJmDYGFl3qb9JHWjf0fSj/aR7O2fkpJSbNm0hWcQ6+npY/bcmXBzd6vzOT758FOEh4XzH3osM9nWzhajx46Gm1vjfxC8+dpbWLhoIVxcn604aNHhQuTkZdP3KiGEezLwdPXSdaiqqqKbrydtISklryjPmxArTM5mM1NUVUR5cTkKMotwa28Ab8Z2BjwI5dzfngcaCKnt72n4qn68EPn5f6/zoZ37Pj2Bce8M4cPzSNuSmVMD6upqyMvLl1hXUFDA6z1paKg/03OqqqnyIJOw6ejqNFNviSyccREPPDFn110FcuWRfakI2987iC2/7kR8bALVDSCEdAivrXoNGRkZmDx1MoxNjDB14nQ8Cn1U5/3v3wuAo5MjXlr2Iq/byE4STR4/Bb/9+nujX/OO/13k5uY20zsghJAa9/wDcOPKLZw/fRE3r96iTSMj5DrJ8RpRK7bOw9i3B8PWx4qvY1IjM3Du72v4c94WbNuwEzs372nr7hIpxIbdeo93x+RPRvIgJitEfuirM3zWRdK2ZCbzycHRHvv27EdpaSmUlQV1eyIjIvmlvYP9cz33sYMncOzQSVRVUVX8jooVpuzS3RH+iQ9QWVYFZMsj+UQOdvgfgkl3PfQd1ZMP86QaAoSQ9urbH74RZRgPGz6UB4bOn7sAJ+e6p7O2s7dDn359+PKESRPQr18fLFqwBMNHDGvwu/mvP/5GclIyvvjsS2hra2H6rOk8e7miogL/rfsP/v53YGBgwDOj7OwF9UDYMcDva//gQTEPTw9UVlQ+NXNuSHAIn4ad9Xv5imXQ1tHG0cPHEBYWhtWvvyq678H9BxEXG4+XX135XNuNECKdrDtbQVNLA/l5Bbhy8TrkFRTg49etrbtFGklRWQHO/ex5K8wuQsjFCASdC0daZAaMbPXRxd1OdF9WWDojNovX+6FjdSLU2dsSUz8bhT0fHeOzLB7++gzGvD0YTr0la4yR1iMzwaehw4bi80+/5AeL02ZM4+u2bt4GGxtrXtvpeYwaP4I3VnR89dK3mqnHRJawL6p+8/zgO8EDJ/68gKircaiqqAYy5JFyLAe7/Y/AyFcX42eOogw5QkiTlBWV8WG+bcXQWg9KakoN3k98aDubsjwhLp5/xzbFoCGD0LmzDc6fvdBg8GnQ4IHYuH4jxk8Yhy4uzrCxFaTDv/7qGzwotOSlRQgKDMaEMRNw4uxxmJub47VVryM9IwMLX5iP27f8sX3rDkydPkX0nOMnjsOAgf35jFdHDh3F/DkLceDIPnT1cMdbr7+NJS8tFr3Pv/74B0tXvNSk90cIkR16+rqYMXcqnxEtNycPF89ehqqqCly7urR110gTqeuqwWdCV97SY7JQWlQGCxdBYWkm5FIEzvx+BdomWnAf6sSbhv6zjYwh7Yu5iwmm/G8U9nxYE4DC20Pg1IcCUB06+HTyxCn43/JHTEwsv/7dN99DUUEB02dO4wewpmameP+j9/DR+5/g8qUryMnJxb0797Bu478U4SbNRlVLBV4TXDF0UV9c2eaPwFOhqK6SA9IUkH4mH6ov0PhyQkjTsMDTtjcOttlmm7VmPMy71Byk12fn9p3Yv/cgIiIieFBnxKgRTX49KxsrPhNtQxwcHaCiqgq3rm7o2asHX8cyoViW0tWbl2FsYoxRY0bx44JN/23GgoXzcfrUGVy7fYVnRI0cPRLBQSESz+ne1V20PHDwQPTp0Q8R4RH8OKKrR1ccO3oc06ZP5UGt+Lg4DBtWM4MuIaT90dLWwpSZE7F9024UFRbh5NEzUFZRgb0j/fCUVayWz5PCrkTxy9yUPFzZfBtXt/rDzs8aHiO68Bn22Ex7pONix0BTPx+N3SwAVVSGw9+cAaoHw6lvTfYc6WDBJw11dRgaGfLm291HtF5JqeZs7fyF89C7Ty9cv3YDyspK+P6nNTAykqzb8yxo2B156u9RXx0jXu6PHlO8cGXLLYRciITjIBsoqwiGfDLpaRnISM+AUxdHmlmFENIu+PXwg4mpKcJCw/DXH3+hb98+6NWnF65evsqHuzGssPj/vvyszufIy82HiorKM71+dHQMn7GWBZ6EvLw8cPPmbX6biakJDzwJeXh2RXFxseg6G463bct2xMXG8eynvLw8JCYm8eDTtBlTsX3bDh582r1rDw9eqag+Wz8JIbKD1XSdPGMCdm3Zg9LSMhzZf4wHpGhiGdm2d8cBfsn27cSPRiDsahQenn6EhMBkXrQ84noMb1qGGnAf7gzPUS5Q06aTyB2VmbMxpvEA1FFehPzwt2d52RU2rJN0wOBT7769eWsIO4B83hpPT6Jhd6QuOqZaGPPmEPSY7g0dE02J2/Z/dRx5Jbm46nId3fv6wsXNGQoKUvNPihAiJdiwN5Z91Jav31g2nW146z+gH7Kzs/nwdhZ8cnByxLIVS/l9NDQlPwvF5ebmITwsDIuWvNCo13uyNoempgbyCwr4AaHwtrz8fGhqavLJRQoLCiXun5+fL/rcZa89ffJMLFg0H3379YWKijI+fO8jlJSU8NtZUfSPP/wEERGROLT/EH7/+7dGbxdCiGwzMjbEhKnjsHfHflRUVOLgnsNYtHwh/5wgssnS2kK0rKSqCLchTrxlxmfjwclQBJ0NQ3FeCfLSC3B1iz+69LOn4FMHZ+pkJMiA+kAQgDry3TlUVwFdBlAAqrXQL2VCGsHASlfienxIEnLDilg5RGQnl+LUowu4Zn8D3Xt5w93TjRe7JYQQhtVbauywt7ZSXl6Oo4eP8qLhDMsaun/vvqimIssybijTOCc7B+++9R709fUxZNhgvo5lIbEheK+9sbrWx2hoavDsJCEHBwee8czqO7K+5Obk4sC+g1j16stwdHQEi0edOH4SI0YO5zPznTpxig/NY5ISE3kW6vKVy/hzhIaEIjEpSfTcLMtpzNjRWP3yaj7brV+P7s2w5QghsoJlOo2ZOApHD5zAsFFDKPAk47r3rBkpI07fUhcDF/dE3/ndEX4tGg9OhLAzHdA11xbdpyi3GPeOBPHaUFpGdZ9QIe2PqaMRpn0xBrveP8IDUEe/P4dqVMNlgENbd61DoOATDbsjz4D9sDF3MUZicCpQLofqaEXkJ1bgXNRVXL98Cz49vODh7UEHNoQQmSAvL4+bN27ju6/X8BqLUZHRcHRyxMpVK+p93IZ1/+H40ePIzMxEbEwcuvfojs07NotmpX0Q8KDeIXhsVrz33nqfFx6fMXsGn+3u2zVf47VX3sC6f9YjMSEJffv3waQpE3lg6fOv/ofXX3kDf6z9gw97dnB0lKghxWbFG9hnEIyMjXlWlJmpqcTrTZ0+lQfE2PuiGZEI6XjsHGyxePkCqKmrtXVXSAtTUJRHl/72vFWUS86MyrKirm27g+s77sKuuzW8x7nBsqsZfS90ECYOhpj+JQtAHUVJQSmOfX+eD9V0HVRzTEFaBgWfaNgdeQbGdgaY+e14xNyJx+VNt5EamQGUyaE6UhFFiVW4nHATwYGhWPDiXPoiI4RIPRbY+erbL5Ceno64mDiYmJnw2eXq8+nnHyM/L59/xqmpq8PWtjO0dWrOLDP37t7Dv//9W+dzsCwlNhyOFRq3ejyzHpsx7+qtywgPi4CBoQEsLGr6wQqg9+jZgxcht3ew47PUlpdX8NvY8Lude3cgOCgYioqKsLO348vmYo9nM/Gx9zpx8sRn3laEENn2ZOApLTUdmlqafCY8IjsO7jnCL8dPGdOoQJS4rMRcfslrQ92I4c2wsx66jXXnQ7AUlekncntnbG+IaTwAdQQl+aU49sN5VFcDboMpANWS6F8WIc+I/eDq7GMFG29LhF2L5rNrZMXnACWdUB2mBAMnY4nAk3gNE0IIkUaGhoa8NYaHp0eD9/n2+29gaVlTl6M2nW078yZOXV0dnl4edRYP9tTV4csaGhoSt7HAkpu7m+g6m+FO3P59B9DN24tnSBFCSHxsAg7sPgx9Q31MnTmRyibIEEPjmsknmmr4y/3QfbIH7h8LxsNToXz4VXp0Fk7+chGX/ruJriOc4TOhK9WI6gDJBMIheCwAdfzH8+wHG68dRloGzTtJyHNiASWn3rZY+NtUjHxtILSNNaGqrYwhs/tJ3O/AnsM4fugkMtIyaJsTQjqExgSoWsuMKbP4sMJVq1ehPWN1slhRdfFZABuSlZWFyIgoFBQUtGjfCJE2EWGRvMZdcmIyDu07ispKyeFZRHr16tuDt2ela6bNa0Mt3TgHQ5b1gZ6F4KQGK1J+a08AyksFWbWk/Qegpn85FqpaKkA1cPynC3h4OrStu9VuUeYT1XwizaSTfCeeqtmlnx2yk/OgqlkznWvIrTBE7E+AnFUFH45na98Zvj29YWFZ/7AWQgghzePlV1bAytoKllaW7XKTsh/NH7z7Efbu3gsDA31kZ+fgnfffxvyF8+p8THxcPFateBXhYeEwMjZCYmIihgwdgu9//I4XaCekves/uC8KC4rwKCQMMVGxOH74FEaPH0GZ6h0ImynPa4wrPEe5IOZeAu4ceghFZUVoixUiL8gqQuz9BDj3tYP8E0P4iOwzstUXDMF77wgPPp74+SJUNVVg38OmrbvW7lDwiWo+kWbGvpSenB0v4EAokCuP6ofyqNatRGRBDKIiomFmYcpn62DBKBqSRwghLad3397tevOyAu2s+PuJM8dga2eLUydP46VFS+Hi2gW+3X1rfcxH73/ML2/duwE1NTXExydg7Ihx+Oevf/Hyqytb+R0Q0vrYUN2R44ahpKQEsdFxeBQcBh0dbfQZ0It2h5Q7dvAEvxw1fkSzPJ9cJzl09rbkraqySuK2gOPBvED5xfU30W2sKzxHu0JFQzCxBmkfjDrrY/pXY7DjncN8CN6Rb89i5rfjeG0o0nxo2B0hLYwVM7R0M+NnVrhseVQHKKMqVBGJYSm81sDGf7YiIiyK9gUhhJBnsn3Ldj4rIAs8McOGD4V7Vzds37qzzsekpKTyGlgs8MSw+lzs8SkpKbQXSIea7XPc5NEwNjXi129eu82DUES6aWhq8NZSoxnExdxN4JeF2UV8oqG/FmzFxfU3UJBV2CKvT9qGoY0+JnwwDJ0UOvFhl/s+O4H8DBqO3pwo+ERIC2NnUnrP8sGL62fBd7IHFIQzaGTKo/qeMqrCFZCRkIVCqrVBCCHkGbBaTdHRMfB4okh7N+9uCAoMrHe2wUMHD+PAvgO4e+ce/vjtT8TFxWHegrm0H0iHoqSkhPFTxkL98Ux4J46c5rPgEenVb1Af3loDy4CZ+OFwWLiZ8utlxeW4tTcAf7+wHafWXkJ2smD2PCL7WMLA8FX9+XJBZhH2fXqC72/SPGjYHdV8Iq2EFbIb8EIP+Exwx42d9xBwIgRVFVVAmgI6FSrB2cVZ4v73/ANg72QHzRY6q0MIIaR9YPWdGF1d3admBszKyq7zcQMHD8D5s+fx3tsfwNjYiGdCrXxlBRyd6p9qurioWKKgec7j1ydElrHjrXGTx2DX1r2oqKjAw/tBGDx8QFt3i0gBlgnF6v+wlhicgpu77yPyViwqyysRcDwEQWfDsGzTXKho0lC89oDV8M1JysX1HXeRFpWJI9+ewYQPhj+VEUeajoJPVPOJtDINPXU+q4bvJA9c2+aPoHPhGLSgN5RVlET3SU5MwblTF3DhzCU4uzrBx88LhkY05pgQQsjTFBUEh3NlpWUS69l14W21YTWhKiureM0nDQ0NJCQkYvL4KSgtLcVrb6yu83EnjpziQ8afFB+VjLzM5h+GwuqvxITFN/vzkubTnvaRp6cHioqLYWtj227eU3vbR8ydO3f5pbd3t9Z9YQWg20xX2PW3ROi5KMTfS4aFpylSktOA5JptzUY+NLWea3vbR7LMvLsxLB+Z8v0beSsOh9achudEF9pHz8DGsWaiFwo+EdJGtI01MXL1QPhN9eLL4k79fAnVefKoNKtE8MMQ3mxsreHj1w1WNpZUnJwQQoiIgaEBHzaUlpYmsVVSU9NgamZW65bKz8/H1SvXsPaPX3ngibGwMMfoMaNw/OiJeoNPI8YM47OEiWc+ffrul7C0NYWevl6z7xn2Y0z84JVIn/a0j9rL+2jP+4iJionkl232nhwBjwGuyEnJ4xkxWoY1IxVYPaiE4BT0mOYFWx8rHojqiPtI1ll+ZIad7x5BUmgqwi/FwMrVHHqO2rSPngPljhHSxvQsdCSmbWVfVmlB2aiOV0SnADUgSRHVleBTAO/Zvh+b121DYEAQTwknhBBCFBQU4NvdB+fPXRBtDPYdceniJfTuUzNrV0pyCsLDwvkyKzKupKyEjIwMiQ3IrrPZvuqjqqbKg0zCxob3EdJelZaUIjoypq27QZ4waNgA3tqajomWROCppKAU948FIykkldcL2rhqLyJuxKC6urpN+0maTkFJARM/Gi5KEjj31zUkh0ie5CFNQ8EnQqSMkooirDwEZ6orS6pQFS0PhYcakM9QQXUVkJ6WgZNHzyDikeCMDyGEEPLq66/gwrkL+P7bH3Dt6nW8suJV/mNn3sKa4uF//fE3Fsx9QTTD1/QZ0/DLj79i187duON/F7/9+juOHDqKWXNm0QYlBEBWZja2/reTDzNNiE+kbUIaxLKgeszoBjUdVX49PToT+/93Elte249o/zgKQskYNW1VTP5kJJTVlfgM5jc23kNadGZbd0tm0bA7KjhOpIyRrT6mfzkWsfcT+HSuyY/SUF5YATwCVHS0IG9dhU7G1XBwthc9hv3AyMzIgoGhfpv2nRBCSNvw7e6LLTs2Y90/63Hp0mXY29tj74HdMDAwEN3HxNQEDo413x0ff/YRnLs449TxU8jMzIKZmSnW/fcPBg4e2EbvghDpUllZiYL8AlRVVeHw3qOY/cJMaGlJlkogbeP86Yv8cuBQwcxk0kJJVRF+UzzhPc4ND06G4saueyjMKkJKWDr2fHwc5i4m6DPHB1Ye5m3dVdJI+la6GP/eUOz56DgqSit5RtucHybwOr6kaSj4RAXHiZSy9rTgX0xsNo0rm28jPToLJTllQA7Q/0U/ftZaKC4mng/Js7SyQLfuXrC1t0GnTpTYSAghHYlfj+681eWlZS/yJj5cb/bcWbwRQp5maGSAEWOH4vC+YygqKsbBPUcwY+4UKCoq0uZqY2Vl5ZD2IVvdxrrBfZgzH4Z3a/c9FOWW8NnyQi5GUPBJBn+XDV3RByd/uYT89ALs/+wkpn89lo9YIY1Hv04JkWJslgx7PxvM/2UKxr49GLrm2nzcsfcod4n73fMP4JfxcQk4uOcwNvy1CXdv3eN1CgghhBBCyLNxdHZAjz6CoG5aShrOnjxPm1IKDB89hDdpp6isAN+JXbFk3Sz0m98d6rpq6DlDcoa+wuyiNusfabyuw7vAaZAtX04JT8exNef4UDzSeJT5RIgMYLNkOPezh2NvW+Sm5ksUKGdnUPKulsHF2xUxmVH8zFxOdi7On7mEKxevw8XdGZ7eHjQkjxBCCCHkGfTq24PX3IwMi0LQgxBY21ihi5szbUvStOF407zgM6kr5BVqjuOLcovxz5IdsO5qhs59LfksekR6uY92QlVJNcKvRSP8egwu/ncTA17o0dbdkhmU+USIjBUx1DWTnIWIDclLDc9A4I5I6CSbwK+rH4xMjPht5eXlCLj7EBv/2YKkhOQ26jUhhBBCiGxnoo8YPRSaj+s9nT5xDtlZOW3drQ7t8vmrvMka8cATc3vfA5QXlyPiZixOr7mCw9+cQU5KXpv1jzScEDD69YEwcTTk12/vDUDAiRDabI1EwSdCZBhL9ezsYwVVLRV+PSEwGdf/CIBqrDaGDxgGZxdHXvtJR1cbpuYmosexwplFhZTiSwghhBDSGCqqKhg9YQQPRJWXlePKBdkLfLQneXn5vMk6n4ldeVNQEgSlQi9FYv1LO3Fh3XWUFFD5DGmkqKKIiR+OgJahBr9++rfLSAiik/yNQcEnQmQ8+t59sgeWrJuJ3rN9oKSmxNdH+8fj+BeXUBEsj8kTJmHkuOH8YEkoMjwaf69dj2MHTyAhLpGmfSWEEEIIaYC5hRl69evBT+4Nk4F6Q+3Z6PEjeJN16jqqGLi4Jz+Wt+ttxY/tKyuqeEbUv0t24O6hQFRWVLZ1N8kTNPTUMOmTEVBUVeTJAEe+PYvivBLaTg2gmk8A/wF+7NBJng1CiCxSVlNCr1ne8BrrytM/2RdVeWkFwq5GIy0qE4v/niFx//t3Avj0wSFBj3jTN9BDVy93uLh3gYqKcpu9D0IIIYQQaebXy5dfip/UI+R5aeipo9sUN/Sf0wMX1t9A1O04Hsw4v+46bH2toGOqRRtZyhja6GPYyr44+t055GcU4sRPFzDhQ8kT/kQSZT4BGDV+BNau+xGfr/n4ic1DiGxR1VRBvwV+WPzvTHQb5wZ5hU58Rg12FkWouroa/Qf3hYeXOxSVBNODZmZk4fzpi/jrl39x4shpJCemUDYUIYQQQsgT2A9L8R+X7LiqrLSMtlMru375Jm/tjb6VLiZ/MhLTvhgNw8766DbWTSLwxP7eiPRwGeAA96FOfJnV7WIJAKRulPlESDtNBR38Um/4TvLgy+L2fnwcehba6Dm1B/oN6sMznwLuPUR6ajoqKioQ9CCYtzkLZ8DY1LjN3gMhhBBCiDRjMwyfPHKaHz9NmTmRMh5aUVpqOtoza08LzPt5Eh+CJ+7yxlsoyCpC33m+0DQQ1BwibWvQ0t5ICk1FZnwOz1ozdzGBiYOgIDmRRMEnQtoxYSE8odiARETfieftwYlQnh3lO9kDXb3ckJKcigf3HiI0KIwXKBfOmMewwprsdgsrczqwIoQQQggBcO/2fURFRPNtceu6v2hIHml546eM6RCzXLMmlJuaD//9D3hA6tGVKPhO7MprvwprvpK2oaSiiLHvDMWW1ftQUVbJZyyc98tkXhaFSKJhd4R0IJr66nDs3Zkvs5pQN3ffx98vbMf17Xehp6OH4aOH4qVVizFqvOR45bDQcOzauhfr/9yIG1dvIT+/oA3fBSGEEEJI2/Pr7QsjY0GGw9WL15GUQDNekZbDZsRzGegAyAEVpRW4vuMu/n1xJ0IuRNBwvDZmaKOHQS/15ss5yXk49esl2ie1oOATIR2InoUOxr83DHN/mgRbHyu+rqyoDFe3+uPvF7bh5p77kEcnGBpJpoqGBofxy5zsXH5w9c/a9di38wAPSrHC5YQQQgghHY2CggJGTxgJRUVF/kPz6MHjKCkpbetudQi3b9zhrSNR11XDiFcHYP4vU2Dtac7XFWYX4ch3Z7Hr/SPIjM9u6y52aF2HO8O5nx1fDr0UiYenQtu6S1KHgk+EdEBsHPLkT0di5nfjYeluxteV5Jfi0oabCLsmSB8XN27SaAwfMxTmloL7sgOs6MhYHN53DH/9sg7nTl1EXm5eq78PQgghhJC2pKevi8EjBvLlvNx8nD52hjIeWkFcTDxvHZGRrT6mfj4aEz8aDm1jTb4uLiAJ/63cg0eXI9u6ex0WGzUy7OV+0DYRFIg/+9c1ZMRmtXW3ZCv4VFpaipjoGAQ+DERCQiJlOTyHje/vwu2j91FRXvE8T0NIs7FwMcGMr8fyGTVMnYx4ZlSX/vYS96mqrOKz4rl1dcGMuVOx8KV56N7LB+oa6vz24uJi3PO/j3L6uyaEEEJIB+Tq3gVd3Jz5clhoBB7epxmvWtrkGRN468iBDns/Gyz8fSp6TPdCJ4VOUFBSgLmrSVt3rUNjdZ7GvTOE7w82NPLQ12dQXlLe1t2S7oLjLF308MHD2LdnP+7cuSMxfaimliZ69uqJ6TOmYuDggejUiZKnGiP4+iOk3WepkNn45cZ6eE9xQ9/JPWj7EamZUcPKwxxFOcUShQ1j7yfg1NrL6DXLmwel2G3sDF/fAb3Ru19PxETFIjAgGIWFhdA30BM9rriomGdFObs6wtHZASqqKm30zgghhBBCWt6Q4QORnJjMSxRcOHMZ1p2toK2jTZuetChFFUX0ndcdroMc+WxrGnqCk8NMcX4JyorKRdlRpPVGmPRf4Ifz/15HZlw2zv19DcNX9afN/2TwiQ2lYQGnb7/+DpUVFRgybAgmTBoHM3MzqKmpIy8vD7Exsbh9yx8vL38FllYW+OiTD9G7r6C4FqlbSVEpOqnLoaqwGpUF1bj130PcOxSMPnN94DPMkzYdkYozKGwsufjnweXNt3nRvGPfn8fNXffQe44vHHt1hlwnOR44tbXvzBu7r7hHIeGIj0vgjQ3Js7W3gbOrEzrbdYaiIk2ySQghhJD2RUlZCaPGj8D2jbugraNFGeEt7J5/AL/08vFo6ZeSCWz0AmviWDmN4AsR6DmjG58ZT15Rvs3619F4T3BH3INERN6Kw4OTofwkf5cnRpd0RBK/AtPTM/D3n3/j408/xLARw3gRvdoseGE+z3RggaqvvvgGR04cgiw7dvAEjh06iaqqqhZ7jW6Du6JrPxfs+/UY4q4ko7oUKM+qxPmfb+LGrnsYtLgXXHo4tdjrE9Jk1YDXaFcU55bwABQ7m3Loq9MwsjNAnzk+sPW1Es2IJz4znvAATFdPF9lZ2XyobvijSN7Y8D07B1s4dXGAja11nZ8xhBBCCCGyxtTMBJOmj4eltQXk5emHfksKCwnnlxR8ql1eegECz4Tx8hmXN95C0NkwDFneB9YegkLlpGWx30asOPzGl/eiILOQz35n4mAIXbOOnQ0pVy2WsiAMvjRlKF1FRUW7+QGZlZmF1Uvfwo9/fgs9/ZohRM0pJiwexmaGOPbPWURdiAcqan60a3ZWw4hl/WHjKpiFjLQNto9sHC1p8z9WWVHJv7Cubb+L/PQC0XYxdTZC37m+PJL/ZPCJYR8tqSlpCAkMRWjQIxQVFUvc3ndgb3Tv6UP7qJ2if0fSjfYPkaXjJ/p7lX60j6Qf7aOOt49SIzNw+vfLSA5NE63rMsAeg17sBTVt1WZ7nY6kqfsoITAZO949jOqqahjbG2DWmglQ6MAZaBJRJhZ0amoNp/YSeGpNqhoqmLx6NF5cPwvmPQyBToL4X350EXa/dQzr39qOlNiaDwlC2pK8gjy6Du+Cxf/MwOClvUVD89gX2Zk/rvIP09qwgJSJqTEGDu2Pl1YtxpSZE9HV001U/4nVghJ367o/oiKieUCbEEIIIUTWsRP77ATck+UJCGkNxnYGmP3dBAxf1Q8qmsp8XciFCGxYtguPrkTRTmgFFm6m6D1bcLI9NSKDD4XsyOqNHOXn5yMkOATd/brz6+fPXcDO7Tvh3tUdy1cuqzXbgTSetr4WZn04CekJGTiy9gwyAnOAajlkBuVh88p9MPU2xJjlQ6Bj1LHT84h0YFH6bmPd4D7UCfeOBuHWngD0nuMjUaC8vLQCispPf6ywoDYrvMnaoOEDkJKUCh3dmr/rwoJCXLlwjR+cKSoqorOdNewd7dDZvjNUVARfloQQQgghsiI/vwCH9x1FcmIKysrL+Qk40nwCA4L4pZuHK23WerA6rewksn0PG1xcf4MPxSvKLeGlNIau7AvPkS60/VqY31RPXv8pLiAJdw4+hJWHGZ+psCOqN83p26++Q3hYBF9OT0/H8hdX8B+J6//ZgI0bNrVWH9s9QwsDLPx6BqZ/Pwba9myGgmqgSg7JtzPwz5Lt2LPmMIryi9q6m4SIZtXoPtkTL66bCafetqKtwgJHu947gv2fn0RadGadW4vVQDC3NJNYl5GeCSUlRb5cXl7Opylmddj++Olv7Nm+H/fvBPCDOEIIIYQQWaCiooKS4hK+fPHMZeTl5rV1l9qVhwFBvJHGYcPsRq4eiCmfjoSmgTo0DTWoAHYrYSfqR78xCGragtEfx3+8gPyMjvm7pt7g08EDhzBx8gS+fO7MOfj4emPz9k1Y8+O3OHzwSGv1scOwcrLAiz/PwdhPBkPN/HG2R4Ucos8n4fd5m3Hkz9MoKy1v624SwimpKfGzKUJRt+OQFJqKiOsx2LhyDw5/cwaZ8dmN2losI2rZqy9i8swJ8OjWFRoa6qJ09djoOJw9eQFH9h+jLU8IIYQQmcBm9x0+ZihfLisrw+nj52j4XTOaOmsSb6RpOvtYYeHvUzHpoxFQVlMSrS/MLuKNtAwNPXWMen0QXy7JL8XJXy91yM+DOoNPeXl5fIOoqQnqu9y66Y/+A/vzZQcnR6SlUU2iluLs64AVfy/A4Nd6QslAUJCsugwIORyFX+esx9mtl/nMBYRIE1MnI/hM7AoFJcHfbOilSGxYvhvHfjjPZ8trCMuIsulsjSEjBuLFlxdh9oLp8OvlC30DQfFaNgxPXMDdhzhx+BQeBYeJziwSQgghhEgLcwszeHf34ssxUbEIehDc1l1qN1jdYao9/GyU1ZVhZKsvus5+85/85SI/bg+5GNEhgyKtobO3JbzHu/PlaP94BJ0TzNjYkdRZ80lLS4v9JSIoMJj/ILxw7gIWLprPb0uIT4CZueSwGdL8ug3uCs+Bbrh28DZu7QpAZV41qoqAu9uC8eBoKHrM9ILf6G5NLhJPSEul8w5c3BO+E7vixq57CDgRgqqKKj5THitu6DbEET1nekPLUKPB5+LFys1MeOszoBeyMrOfqv3ECngmxCci6GEIv7+puQk629nwZmRsSDXpCCFS79ef1mLg4AFwc6daMIS0V73790RkeBRysnNx4cwlnu2tqaXZ1t2Seew4kHF2dWrrrsi85EdpiLwVx5ePfHsWjy5HYsjyvtDQEyShkObTZ54vIm7GIjclD+f/vgYbL4sOtZ3rjVrMmjMLk8dPQb+eA2BhaQ5XN0FBtxPHT2L0mJGt1ccOjQWW+kz0w6pNL8BjuhM6PZ4VsyK3Clf+vIO1izbgwSU6i0Kkh4a+OoYs68Nnx+s63JkPzWOZeg9OhvJhec9CT18Xauo1H8zsjIyOnjZU1VRF15MSknH14nVsWb8df/7yL44eOI7cnNxme1+EENLcbt26jTEjxmH8mInYvXMPZXES0g6xiVSGjxYMvystpeF3zeXenQDeyPMzczbG1M9Hi04Qh1+PwYbluxB8IZyyoJqZkooiRqzqx5dLCkpx5vfLHWob1xt8euf9t/HT2h/x2pursWnbJp5JwGqw6OnqYvrM6a3XSwIFRQUMmzcAKzcvgOMoa+DxEN3StAqc/OYyfl+6ERH3o2lLEamhbaSJ4av6Y9Ff0+EyyIGn9z5ZoLw479mGy7HPInYgt+yVJXx4Xq++PXjmk1BRYRFCg8P4AZ/464WFhPNJEwghRBps3rYRu/btgLW1Fd5/5wP4+fTE/z75HFGRNAU2Ie2JhZU5uvl68uXoyBgEB4a2dZdk3sSp43gjzYNl4Cz4fSo8RnYR1SU6+t05HPjiFApzimkzNyMrD3PRdmaBvrArHec7v85hd8IfeCNGDn8qE2fV6pchrdisfOGPwuHo7AgDAwO0N8qqyhi/YgQKZhfi6J9nEHctGaiUQ2F8Cfa/fxI6jpoYtWIgzO1pWCSRDrpm2hj9+iBUlFc+VaCcFSX3HucO30keUNGUHFbXGOLD83r29UNRUTFio2MRFxPPA1Di2VI52Tk4/LhoOasjZWltwWsxsJn3KP2dENJWuvt15y0zMxM7t+/Cti3bsf7fDejVuyfmzJuNYSOG8Zp4hBDZ1qd/L0RFRENTU5Mff5Dno6IqmDmMNB9WgHzYyn5w7G2Lkz9fRF56AZ9IKCkkFdO+GANDG0EdVvL8+r/Qg/8Wys8oxJk/rsCyqxkvYdKhgk9sJobi4hJoa2s1+gnS0tJhZGQIaXDtyjW8vPwVODg6ICI8HH/88zt8u/uiPdLQUcf0d8YjMzkLR/84i9S7mUC1HHLCCrDt1UMw8tDD6BVDYGBGHxJEOigoyktkIV3Z4o/ykgpeH+re0SD4TOgK7wnuEjNvNJWamiq6uDrz9qSEuETRcmZGFm/37zzg17W0BQeCrF5UF7enH0sIIS1NX18fLyxaCAMDfXzxv69w9co1XL92AzY21vh6zVc8QEUIkV2KSoqYNmcKn9GXnTwjzyciTJAtYu9Yk1VPmi8Lis2Id37dDTw4EQI1HVXomjU+PkAaGeh7uR/2fnwcRbklOPf3NYx5c3DHGnaXn5+P/r0G8AKYaan1z2b3KPQRPnzvI0yZMBXS4vvvfuQHaDv2bMPnX/0P33/7I9o7fVM9zPtsKmb/Mh66zmycbjUPQqXdz8aGpbuw48sDyM8paOtuEiKBHXQNW9EXNt0s+PXSwjJc3eqPv1/Yhpu776OspLzZt5ibhyvmLZ6NAUP6wda+s0QB87zcfIQEPUL4o0iJx2SkZyImOpbqsBBCWhQbZseG2wmH3U2cNAFnL57BxWsX0L1Hdyxe+CJKSkppLxAi4zQ1NSjw1Exu3/DnjbQMJTUlDH+5HyZ8MAxj3xoMBaWanJWOVKOoJdn6WMF1sCNfZpMzRdyMQYfKfGJn3f7bsoEf+Pz0w8/w6uYJTy9PmJqZQl1dHXl5eYiOioH/bX9ERkRi5KgR2LpzS7N1JuxRGHbt2I2MjAx8s+ZrKCs/PQznyKGj/GygsooyL3ountkUEhyCfv378uUBgwbirTfeQUdhZmuKxd/PRkRANE7/dQkFsSV8OF781VT8eWsrHAZaYcSSgVBRoxRVIh1MnYww9X+jkRCUjCub/RH/MImPL7/03034H3gAvyme8BrrCnkF+WYLeBkaGfDGpj1mX5ws+ykxPgmJCUn8kg3BExcYEIQ7t+7xZV09HRibGsOENTNjGBkbQVGx3pHLhBBSrzOnzmLDug24dvU6z9p+463XMWnKRH7MJfT1d1/h4vlLSElOhk1nG9qihLQT5eUVuHvrLrx8PKGk/OxZ3x3VmImj2roLHYJDz84S19kkQvs/Ownn/nZwHSQInJBnN3BJT0TfiUdRTjFO/3YZFq6mUNFoeikSWfHULydPLw/sPbgbd/zvYv/e/bh44RJiY2NRVloGNTU1ODo5YviIYZg6fQqsbaybrSOvv/omAu4HwLmLM44cOoIvvv78qeATy7Q6fvQ4XljyAnJzczFr2hx+UDZ56iReCL2iokJUYFhJSRGlpR3vLKG9R2fY/94ZD68G81TJ0tRyoBwIPxWHiEsb4T7aEYPn9uUFzAmRBuxDdsbXYxEbkIgrm2/zceXsAzjw7CN4j3dvsddlwSgDQ33ePLoJXod9johLTa7JAM3OyuFNOLWv8PH9BvWBjW3zfRYSQjqO7775Dra2tti2ayt69upR5/2WrngJWk0oiUAIkW6sLuW2jTuRm5OH4pJSDBgsOHlOmpZFRlrfjZ33EOUfxxsLmgxd0fe5SmZ0dKqaKnwbHvziFAoyi3Bx/Q0+YVN7VWcEwtunG2/i9aCUlFruD2vZyqWwt7fDyROnePCptqyozRu3YPP2jejbT/ABzYJTX3z2JcZNGMuDToZGhoiJjoGtnS1PYTc1qZn9qqNx7+0Ct15dcOv4XVzbehcVOVWoLgEe7A1D0Mlw+Ex1R59JfryAPCHSwNrDHFZdzfgXGQtC9ZzhLVGgPC8tH+p6as2WCVWbJ/89TJoxHmkp6UhJTkVKUgq/zMnO5bexzKn0tAzgibINRw8cR3lFBc+wYvXwDI0NoK2jTWn2hJCn7Nq3q1F1NucvnEdbj5B2RFVNFXr6ujz4dPfWPbi6O/PfMaTxWFkExqYznQBsTdZe5gg88wi5qfl8qFhSaBrGvDkIZs7GrdqP9sSxV2c49bXFo8tReHAyFE597Xjdrfao0ekvLRl4YljgqT7nzp6Hjo4OevfpLVo3bvxY/PLjr7h39x4vxMkyoN55811Mnzkd27dux9QZ9dejKi4qRnFxscRsWO0Jy8zwG+UN3xFeuLDrGu7tC0ZVYTUqC6pxc8MD3D0YhL7zfeE9xKOtu0qI6G+WjX/u7G0psUWqq6qx/38nUVZcjp4zvaFu3jrDR1lQmw3FEx+OxyZlSGXBqMdNfMIFFpBiUyiXlpYh8nEhTOHzsINMPQM96OvrwqNbV5qlhRACBQV5Xurg3Q/egYJCzSEZm/GOZYJ38/airURIOz3eGTRsIDb+sxkVFZU4c+I8ZsydSieqmuD65Zv8koJPrcu8iwnm/zoZp9ZeRuilSOSm5GH7W4fQZ44Puk/xlDhxTBpv8NI+iAtIQnFeCU7+chELf58GJVXBiK72RGbGXsXFxvHaU+KZCRYWgohgXGw8Dz69+tor2KiriyuXrmDs+LGYt2Buvc954sgpHNh9+Kn18VHJyMssbIF3IRgnGxMWj9Zm280aVu7muHv8AeKuJaO6VA7lWZU49+MNXujZa4IrLLuYt3q/pFFb7SNSt6SgVKRFZfLl4z+ch4ahOlxHOMDS07SNvuQ6wcTQlLe0RNYvQd/Y0F9TU1Pk5OYiLzdPNIyvvLwcqSlpvDG62vqigD4LWN26eYvXe9HTaz+zU9K/I+lG++fZ2DhKBsaf12+//A49fT2JwBPT3c8Xy19aiVPnTjTr6xFCpIeOrja69/LFtUs3kJSQjMAHwXD3cG3rbsmMEWOGtXUXOixldWWMeWswnzjo7J9X+ezVlzbeQsz9RIx+fSA09GvqFpLGUddRxaCXeuHod+eQl1bAa+AOWdan3W0+mQk+sVle1NXVJNapqKpAXl4eJSUl/DoLTC1ctKBJH1r9xcZYs8ynT9/9Epa2pvxgsCWwoEZzH7w2hb1rZxTnF+PoP2cRfTEBqJBDaVoFbvwdgGDbcIxYPhDWXdpnmp+s7CPyNCs7cz405dr2O8hJykNBeiFubr6PyEtx6D3bGw69OkvN2UJ7F0FhRhZ4ysrMRnpaOjLTs3hx86zMLJSVlcPRzU7icychIRG9+veApXX7+bdH/46kG+0f6XD16jV8+r9Pnlpv72CP7OxsPgGLgYFBm/SNENLyfHt4IyQwlNeUvHTuCuwdbPmQPNIwNhEMaTvsuNt9qDPMXUxw+JuzSIvMQFxAIi+aPfGjEbRrnkGX/vYIvRiJyFuxuHckCM597WDhZtqutqXMBJ+0tDSRm5snsY7NvldZWQlNLc1nek724d4RP+BVNVUx5bUxyJmXh6N/nEbSrXSgSg55UUXY9cYRGLjpYPSKwTCyorHnRDp0ku/EZ9RgH8pBZ8NwadMtFGUXIyM2Cwe/PA0jOwMMWtITlu6Ss9W1JRYMFxY0F/dkUXM2RM/I2BD6Bu0n64kQ0jid5DohIz3jqfUsW5JNrELTWRPSvrGsx8HDB2LP9v0oKS7B5QtXMWzUkLbulkxgsxQzT85UTFqXnrkOZn8/AZc33kLg6UcYtLSmRA5pekBv6Iq+fCbw0sIynPj5IuavnQJFZZkJ2TRIZqpNOzk7IT4uXqJG06NQwaxTzs5Oz/Xcxw6ewMpFq/HBG5+iI9Ex0MLsDydj3u+TYeCuDchVsz97ZATmYuOKvdj22T7kZkgG/Ahp6yCU+zBnjHyvP/9wFqb1srMt7ENaFjxZ1NzYxAhzF82C2hOZnYSQ9s+vZ3f89uvvKCgoEK1jAacf1vwIC3NzGBrSSSBC2jvrzlZwchFMWf/wfhAfgkcadun8Fd5I21NQlMfAxT2x6O/p0DaqSQqprKhEaWHHm33+eWgaqPNtyWQn5fLyOO1JncEnVrskMiKqybe1lKHDh/AfbVs3bxOt2/Dvf7wgJwtMPY9R40dg7bof8fmaj9ERGVsaYuHXMzD129HQsnv8A7hKDok30/H3ou3Y+8NRFBcKhjYSIg06KXSC5ygXLPl3Bga/1Bv2ftaw87OWKFCeEJzSpn0khJCGLHlpMVJTUjCg90C8vHwV3nr9bYwcOgr//PkvPvzkA9qAhHQQA4b0g5KyEpxdnaCt0/AMmAQYMmIgb0R6qGlLjii6uP4mNr+6n49UII3nNtQJ1o9nu/Pf/wDJYYKase1BnTlcWVnZmD5lBvzv32rSbc9q7+59uHzpMpKTBT8Y337jXT4LzJKXlsDVzYXXPPjquy/xzhvv4sypszwdndVC+G/zhud+bZb5dOzQyaeGw3Q0Ni6WeOmXuQi5+Qhn/72G4qQyoAKIOpuA365sRJcRdhi2YAAUldpP6h+RbQpKCug2zo03cWHXonHoq9N8GB6bfaO9jZcmhLQP+vr6OHD0AP787U/cunkbpaWlcHRyxFfffgWvbp5t3T1CSCvR0FDHwpfm8UvSOIZisw0T6cNOAt85+JAvb3ltP0a8OoDXMCKNG343/OV+2LB8Fy/mfuKnC5j782SeYSbrnimKwA6OVFSad6pzewc70XCUGTOni9brixX+Hj9hHHr17ok7/nehrKQEv55+UFN7/qEqLPOJNVYMePXSt9DRdfFz4s3/dACubL6N8sxKVJcCwQcjEXomCt6TXNFvak8+BIoQaXT3kODLLv5hEra/fQjWnuboPceHTw9LCCHSxMjIEB99+mFbd4MQ0sYo8NQ0whmEWfkCIn3Muxhj8NLeOP/PdR5AOfz1GaSEpaHfAj/6DdkI2saa6LfQD2f/uIqM2Gzc2n0fvWZ5o90Fn1ixuz279/L6A6UlJdiyaavE7azA95XLV2FrZ9usHfHw9OCtIaz+wYiRw5v1tUntfIZ6oNtgd1w5cBP+ux6iMr8aVYXVuL05EPcPB6PXHG/4jvCSmlnGCBGa9MlIfraFpaqyWlCx9xN56+xjid6zfWDqSAcqhBBCCJFOxUXFCAuNgEc397buitQ6d+oCv5w5b1pbd4XUgv0+7DbWjU8KdOjL0yjMLsLtfQ+QGpGBse8MeWqIHnma1yhXhF6KRGJQCm7uvgeXQQ7QMdFqX8GngsICfPm/r3jBy5KSEr4sTklJCXb2dvjsi45VnLujYtlo/Sb1RK+xvjiz5RICj4SjugQoz6nCxbW3cXP3fQxc1BNuvbu0dVcJEVFWU0Kvmd7oNsYN/gce8EBUWXE5ov3jebPrbo3Rbw7i9yOEkLYU9igMF85f5LPePTm73dIVL/GheYSQjiMhPhEH9xzhCQGs/pONbU1NS1JjwOB+tDlkgIWLCeb9MgmHvjqDxOAUxD1IwqZX9mH8e0PpZHAD5DrJYejyPtj48l5UlFXi/N/XMPGjEWhXwSdWWyk4PJDXU5o2cTrOXT6L9o5qPjVMQVEBIxYOwoAZvXH8n7OIOBcPlAMlqeU4/uUlXLa+jeFL+8O2K31BEumhoqmMPnN94T3eHbf3BeDu4UCe+luUWwwlVcW27h4hpIM7f+4CFi9YAn0DfRgbP52ROf+F+W3SL0JI22GfB3IQjCo4e/I85i+ZAwUFqrf6JFNzKqUgKzT01DH9yzG4sO4GPxbPTy/AwS9PY8k/MyDfDuoYtSRDG310G+uKOwcDEXEzFlG342DrawVZVecnGQtCdYTAE0M1nxpPRVUZE1eNQv7cAhz94wzib6QAlXIoiC3G3nePQ6+LFkatGAzTzsYtuMcIaRpVLRU+xtx7Qlfc3nsfNt0sJYaLsqKIqhrK0LfSpU1LCGk1G9b9hyVLF+Ptd9+iIeyEEMExi6oK+g3ug5NHTiMnOxd3bt2DXy9f2jpPyMwQzKCmb1BTH5hILxZkYjWgTBwNceb3Kxj12kAKPDUSKxkScjESRTnFOPvXVVh5mPFJl2RRvRWjt2/dgU8+lBxex1LCZ06djfv3Alq6b0SKaepqYMZ7E7Dwz6kw8tQF5NhQATlkheRjy8v7sfmjPchKzWnrbhIiQV1HFQMW9YTN4+lLmarKKpz8+SLWL9+FI9+dRVYi/d0SQlpHdlYWxowdTYEnQogEV/cuMDUXzNR789ptFBQU0hZ6wqljZ3gjssV1kCNe3DALVl3NJNZXlFW0WZ+knbK6Mvq/0IMv5yTn8dpZsqre4NOP3/+E5S8vl1jHsgVeWv4ifvnxF7SnYXcrF63GB29QHaumMjDTx/wvpmHGj+Og46jBwpNAtRxS7mRi3ZId2PXNIRTmFrXIfiOkOaRGZiAnJY//6YZciMD6pbtw7IfzyE7KpQ1MCGlRrIZmXGwcbWVCyFO/twYNFdQ0Ki8rx5UL12gLPaF3v568EdmjqqkicT3oXBg2LN+NzPjsNuuTtHMd5ABzF8FQ0xu77iE3LR/tKviUm5uHgvwCPgXwk6ytrRAWFo72NOxu7bof8fmaj9u6KzLL0sEMS36cjfGfD4W6pbJgZaUcYi8l448Fm3Ho95MoKylr624S8hQ28x0bc+4xsguf+rW6qhpBZ8Ow7qWdOPHTBUFgihBCWsALixdizbc/4Mb1mygsLERJSalEe7IAOSGk4zAxM4GLu2BCn6AHwUhNTm3rLkkVKxtL3ohsY5k8bAQCu9z6+gHEBiS2dZekNiA9ZFkfXoS8orSCFx9vV8EnDQ11ftATER7x1G0B9wN4MTxCnuToZYflfy7A0Dd7Q8lQMBa1ugx4dDQGv87ZgNObL6KyopI2HJEqWkaaGLayHxb/MwNdhzvzD3YWhHp4+hHWvbiTFysnhJDm9urLryEqMgozpsyEq6M7nO26SLTIyCja6IR0YH0H9IKiomCClHOnL1JAWkxebh5vRLbpmGphwJKe/Ni7tLAMez48hoenQ9u6W1LJyFYfnqNc+HL49RhE34mHrKmzUpW8vDxGjByOV1auxrfffwNXNxdUVlbiyuWr+PyzL/HS0hdbt6dEpngOcEPXfi64ftgft3YEoCKvClXFwP0doQg8FobuMzzQc6wPOnWqd+QnIa1K21gTw1f1R/epnrix4y6CzoXzmlCGnSnYTghpfp/872MU5NedOm9iQpN3ENKRaWhqoHsvH1y/fBMmpsb8txjNfCdw9OAJfjlz3rQ23Ufk+XUb4wYdEy0c+voMyovLceKni7z8Rd+53XlQitRgs3g/uhyJotwSnP3zKhb8PhUKMjRjYL1l0j/89APMmTEPo4ePgaqqKioqKlBeXo6Ro0Zg4eIFrddLIpNYYKn3+O7oMdob57ZfwYNDoagqAg9EXfv7Hu7se4h+C/14oIoQaaJrqo2Rqweix7RuCL0cCWtPc9FtLBh1fcddeIzoAg199TbtJyFEtvXr37etu0AIkXLe3bvBwcmeZnV7As0A2L7Y+lhh1rfjse/T48jPKMTNXfeRk5SHka8NhKKybM7s1hJUNJT572dhgM5//wP0mOYFWVHvntTT08OhYwdw/twFhAaHQkFRAT6+3vDt3r6m+2QFx48dOomqqqq27kq7JK8gj6Fz+6P/1J44sf48wk7H8KF4pRkVOP3dVVzb4Y8hL/aDYzfbtu4qIRJ0zbXRc0Y3iXUhFyNwbdsd3Nx9H56juqD7FE9o6FEQihDybNiJvf17D8D/tj+SEpPw9ZqvEBQYDHd3N5iaCWa7IoR0XIqKChR4qoWtfefW3xmkxYeVzflhIvZ9eoJPCPToShQKsoow4+uxvC4rEXAb7ISAEyFIDk3jIzVcBtjzEiKyoMG9yFI7hw4bgpdfXYllK5a2u8ATQwXHW4eSihLGLR+OZRvnwLq/KSAvKKRaGF+Kgx+ewj+rtyIhPKmVekPIs0mPzuSXleWVuHMwEP8s2o5z/1xDYTbN6kgIaZqMjAyeXf7FZ18iIz0D9+8HoLi4hNcx+emHn2lzEkKewj4fCgoKO/yWKSos4o20L2xUwYxvx8G+hw2/7tzfjgJPT2BDEYcu6wPIAeWs+Pi/NyArKIRIWp26ljqmvTUOi/6ZDhMffaATC0LJISesANtXH8LG93chI1HwA58QaTNgUU/MXzsFDr0EZ9wqyipx58BD/L1oO87/ex2FOcVt3UVCiIz4+YdfYGxigqu3LmPdxn9haCiYYXjs+DE4fPAIn/GOEEIYNhEUq/204a9NuHT2coffKAf3HuGNtD9KKooY/95QTPhgOK8HRZ5mbG8Iz5GC4uNhV6MQcy8BMj3sLjsrG/Nmz6/zgbp6eti09b+W6hfpAPSMdTH30ylIik7F8d/PIis4D6iWQ9r9bGxYthsWfiYYvXwwtHRlI42QdBxGnfUx4f1hPCX42vY7iLgew6c9ZeOuA44F8+J/rHAiIYTU547/XXz6+cdQV5ccuqusrAxdXR2kpabCytqKNiIhhE+1npeXj4qKSoQEPYKnjwfMzDvu0Fzv7rJT54Y0HRtm59BTkP0klBqRjtTITD4zNQH6zPPlQxOL8x4XH187BfJSXny8zswnRSVF9OjZQ6KxIXfq6hoIfBgENzfX1u0pabfMOhtj0XezMPnrkdCwURGsrJRDwrVU/LVwG/b/fBwlRSVt3U1CnmJsZ4CJHwzHvF8mi9KDTRwN+ax5hBDSEHasVZBf8NR6VoMyJycXmpr0WUIIqdGnf08oKSnx5fOnL/JsqI7K0dmBN9Ix5GcUYN9nJ3Dyl4u49N/NDv23L6SqqYJ+C7rz5ayEHPgffAiZzXzS0NDA+x+9V+ttX33xdbua5pMKjksHW3drLPttPgKvheD8uusoSSkHyoGIU3FYe2kj3EY7YMjcfrzwPSFSF4T6cDg/IwM5OX52UrxAeUZMFnwmdoWq1uPgKiGEAOjRww/ffr0GLq4uMDYxFm2Tg/sP8YwnXT1d2k6EEBF1DXX49fbF5fNXkZKUipDAULi4d+mQW6i8rFwUxCftX2lROZ9JnWGT/hTllmDYyr4dvh6U+1BnPDgRiuSwNFzffocXH9c00EC7qvk0ddoUXLxwEe0FFRyXLm69umDlvwvR72VfKOoK/kSrS4CHe8Pxy5z1uLTnOs1MSKR2/DULRAlVVlTi8qbbuLHrHv5+YRsub7qF4nzK4iOECLy4bAny8vIwoM8gzJu9AOnp6fj0o8/wwbsf4oM6TgASQjq2br6e0NHV5sssCFVWVoaOaM+O/byRjsHAShezf5gAw876/PrDU6E49PUZVJRXoqMXHx+y/HHx8ZIKXFgn3cXHnyn4xGZYyM/Lb/7eEPIYyxzxG9ENqzYtgu88N3RSF2SSVBZU4+aGB/hl/nr4n7pP24tItZL8UuiZCw4Qy4rLcWPnPfy9cBuubL5NQShCCPT19XHo2AHMnT8HOdnZMDExgZamJrbt2oLefXvTFiKEPIWNPuk/uK/oN9nt63c65Fby8HLnjXQcGnrqmPH1WJi7mvDr4deisffj4ygr6pgBWCETB0N0HS7IgAy9FIm4gERIqzrHL7Eo+rWr159az6YC/vvPf9DNp1tL940Qnl45YHpv9Jnkh1MbLyL4WASqS4HyrEqc//kmbuy+h0GLe8PFz5G2FpE66rpqmPLZKCSGpODatjuIuZvAg1DXd9zFnUOB8B7nBp8JXaGiqdzWXSWEtGEA6r0P322W5woMDMLG9RuRmpoGe3s7LF3+EoyMjep9DDve27l9F65cvgJFRSVMmTYZAwb2b5b+EEJahp2DLaxsLBEXE4/bN+7A3dMVWtoda6KTjjrcsKNT0VDG1M9G8aynqNtxPNCy8/0jmPzJSKhpq6Kj6je/O5/1jp34PvPnVcz/dTLkFeRlJ/OJFbpcMGfhU+29d96HlZUl3nn/7dbtKenQWJ2nUYsHY8Wm+bAdYgEoCIrMFSeV4ehn5/HXy5sRExzX1t0kpFbmXUww9X+jMeu78bDpZsHXsbM0LAh1/MfztNUI6UByc/OQlZWFyspK0XJdjd2nsR4+eIjJ46dATU0Ns2bPQGRkFCaOnYTc/7d3H1BRHW0YgF96ExBEBQVFKSKKIAqIgL333mOMPTExMcXExERN/DXFdJOYGGNi713svSMiiL0AiqKI9N7/M0MkoqCowBbe55w5u3vvluEOuzv73ZlvEhJLfExmZiaGDx6Bpf8sQ5euXdCnb28s+2cZThxX7mH7RJWdmCHQpkOrguuaGoi+dx+VjUg4zaTTlZOOvg76TO8E57YFCefvXY1BwPoQVGYGJvrwe7Ug+XjsrXgEbTkPlRr5VL26BUIuFp3WJHLoikTkD5N9EVU0gyr66D+lOxJHJmH7r3txJ+A+kKeBpLA0rP3AH9UamaL7pPaoWffpZ3qJFKG2c0EQ6s7Fezi+smAklEc/1yL3ER2pRxOWE5F6EQGhsBth2HtoD8aPniCvl0TcR4xgKo3vvvlerkw8a/ZMebtNu7Zo6eGDJX8vxVvvvFnsY/74bSGuXr2G/Yf3yhFYQodO7ZGWlvZCfxsRVZzqNSzQpUdH1K1XB1WMlTfBcHlZtXStvBw6cpCiq0IKIEb1dHu3rZw9IFZ683vFo9K3Q5NOIvn4JURff4DjK4PQqL2j0o0GKzH4JH78mFay4ZukOkyrmWDYp/0Qc/sBtv+yFzGhCUC+BmIvJGHJmxtg1bw6erzRAVWrF+TbIVLGIFRMRCyq2xb84BNys3OxdMpGOLS0RbNeLnJoMRGpl6/mzUVqahpq1bIqvF4ScZ/SECOkjh8/gemffVK4TV9fD63btMKRw0dKDD6tX7sePXp2Lww8PSRGTxGR8mvUxBmVVSNOu6v0xKi/duNbIjcnD1o6yjfFrKJpammi3QQfrPxgs5xhIVJ+dHjdF8qEa9YD8N+8E/5bdnEFNRVU3doCo+YOwa3Lt7Hzt4NIvJ4iR0LdDXiAhUErUc+vNrpN7ADDKsoV9SUSHg08Cef3XUVMeKwsZzaFolkfFwahiNSMh6dHsddfhsjHmZmRCUurgiSsD9W0qomAUwElTrmLiLiJsRPG4sfvf0LQmbNy1Hvvvr3g16ogmXFJ0tPSkZ6eXng7IT6hTP4OIno5IhCtpVU5foQ3YbJx+nfAjPYjgaecrBxs/XIvmvV2QR3X2pXuGFk7W6KBb31cORqGYP+LaNqjEarZmEEpg0/xcfEYNnhEqR5obm6G5auXQR10691FlrjYOEyZOFXR1aEXUMfJGuN/HIHLp69h38JjSLuTCeRoIPxAFH49vgROneqj02ttoKunw+NLSqu6rbn8ohTJEzNTs3B8+ZmCIFRvF1k4EopIvaSmpsrpctOmfyRXsHpoxbKVcGroBPdmTUv1PFnZ2YWjnR5lYGBQuO9xGRmZ8vLbr7+TScZHvTYS50MvYPTIsfjfl19g0JCSp7Ls3LYbm9ZufWJ7ZNhdJMWmoqzl5eYh4mpkmT8vlR22kWJlZGTg0sVLiIuLR7v2bYudvs82Un5so5d34u8g3A65h7AzkWgxsilqu9REZWuj+q3r4NqJCFnXHT8dhO+45gqtj62jTfHBJ109XbRuW5C8Toi6E4Utm7bCrakbXJo0RnZ2NgJOBiA8PAJvvPl6xdaaqBScPBxkCdp3Dkf+CUBWbK5cHe/S1jBc2RcOtz4N0XaIjxyWSKRsajnVxOA5PXD7/F0cW3HmvyDUijMIlEGoxmjem6vjEamLX376FebVzIsEngRPLw+8MeFN7N6/s1TP8zBNQvxjI5DEbVPT4qefV6liBB0dHbg1dcUnn30st7Vt3xbR0dFY+PuipwafuvToVLjU+8ORT7OmzYFNfSv595Q10dF/tPNKyodtpFjBZ84hLCxcXk/NTEHjYqbjqVsbrV2xQV4OHNYP6kLd2kgR8vrm497lPcjJzJGBqC5vt0bjDg0qVxs5Ag/6xOP0+hDcvXgfSNWAbdOCBY8UrcgvcCMjI3z08YeFJfZBLD6dOR2btm3AF3M+x5ffzJXJLwcOHiADUUTKyr19E7z192h4j3WDlknB2Z+8tHwErbiIH0cuwoltgZxmSUrLurGVDEIN/boX6rrV/m91vJVBiL0dr+jqEVEZOXbsOHx8fZ7Ybu9gj/j4eDx48KBUz2NiYgKbOja4EHqhyPZzwefQqHHxOWHE1JyGzk6weiyvlLgtXvtpDAwNZJDpYalqVrVU9SSi8uHi1ghm5gXvw2OHTlSK32n17evJQlTk/8KjDgZ+0Q16RrrIz8vHju8PInDjuUp3kFoMaipXwBMOLjohR0EpgxKHf4i5/GcCgzBq9KtFH6CpibHjx2Dvnn0VUT+iFyb+V337emHyktFwHdQAGv+mfcpJyMPR385g/pjFCDlStKNOpEysG1lh0P/+C0LZulujdsP/crrkZOciPTlDoXUkohenqaEp8zU9TvxwTExMfK5lxAcOGoD16zbIUevC8aPHcTborNz+0D+Ll+DN1ycX3h48dDD27d2P+/dj5O3k5GRs27Id3i1bsFmJVIgIJvu1LQhkpySnICjgLNRdM8+mshAV138e8lUvGFYt+PF34M8TOLU2uFIdKP0qevAZXjDdLiY8Duf3XoVSB59ycnKQlZUlP8AeJ+YTV4aIOqkHbR1tdHq1Dd5a9hocu9aFxr9pnzLv52D3l0fx6+v/4PrZkpe6JlKWIFSfTzoV2R66+zL+eG0FjiwJYBCKSAV5eXvil59/RUrKf30tEXD6bt73sK5dG9WrVy/1c02cNAFeLbzQvnVHdOnQDaNGjsZ7H7wL31b/rXQTER4hA1IPDRsxFF26dkb7Vu3Ru3sf+LZoJXN6zvxiRhn+lURUEewd7VDLumAkY8CJM0h7ykqaROquRr1qGDavN0xqVJG3D/99CifXqH9Q9lGuXRvC3LpgROTRpaflLAqlXe3O2NgYLq4umPzmO/jfl7NhbV0w9eP8+Qv47JMZ8HukM0OkCvT0ddH7zS5IeSUV23/bi1vH7wK5Gki9lYGN03ejagNjdHujraKrSVQiHf3/Eubn5uTi1JqzyErPxsnVZ3Fmy3m492yE5n2awNCUqzsSqYJxE8Ziy8YtaOPTFt4+3jJB+LmQc7h+7QYW/vX7cz2Xrq4uflnwM27fvoPoe9GoV98W5uZF8y+9+tpI9Ozds/C2SEo8a/ZMTJo8Cbcjb8PSsiZq1a5VZn8fEVUc8X4WudhW/rNGDiA4cTQA7Tu3Udsm2Lhmi7zsO6iXoqtCSsrMyhRDvuyFVR9tQdL9FJzddh5uXZ2hb1x0cQ51pamliTZjWmDDrJ1IjU9DwPoQ+L7iodg6PW3nt99/gzu378DXyw9NGzeDi1MT9OjcEzVqVMeHH39YcbUkKkNVTI0w+KPeGPP7YNR0Nwc0xLQGDSRcScGKd7Zgz8JDeBAVy2NOSk1LWws9P+ogp+IJ2enZOLUmGH+MXoFDf51EWuJ/y6ATkXKqVq0aNm3fhF59eiE8TIxKCoadvT3Wblwjk3+/CHGysFlz9ycCT4JtPdtiV9AT/TqxnYEnItVWq7YVHJ3s5fVzZ0MRF6u+eSLFKK+HI72ISmJa01hOwavtbIkhc3tVmsDTozmwHuaPPb0hBEkxT85qU4qRTw8TXu7atwMH9x/EjRthclUUkbjS08uz4mpIVE7Mrcww8ouBuHPjHnb8uh/xl5OAfA0kXEzF4olrYdPCEt1f7wBjs4LhmkTKRuR/GvhFd0RdjsbxlWcQHhiJ7IwceWbj7LYLcOvujNavtYCG5pNLLhORchCBn89mfaroahCRmvBt44PrV8PkwjqnjgWga6/OUEdeLRU7goNUh2kNY5k/VYwOrGw0NDTQZqw3/nlrHXKycuVq8N3fb6ecwaeHCezad2wvC5E6qm1nibHfDsP14HDs+eMwUm5myOl4kceisSBgORza1UHnse1gYFi5IuWkOmo51cSAWd1w98p9nFh1BjcCbiE7MwexkQkMPBEREVUiYtU7kYhbjOv38i5IOExU2T0eeArcdA6ZqVmFSbnVPf9Vk05OOLfrMi4euAb3Xo1h5VhDOYNP/tv88ftvf8j8Aw9HPr039b1ih22rKv/NO+G/ZZc8Q0CVl71bPdj/Wg8H1x1D6PYryLifDWQD13bdwvXDf6Nxdwd0GNFKJjAnUkZWDWqg34yuuHctBidWnkGLwe5F9keGRqGqlSmMLYwUVkeiym7r5m1yJTuRe+nwwcPyeknEfUxNTSq0fkSk+lq1U//cvFs3+svLnn27KboqpGLO77mCAwtPFC7yIQJQ6j4qymeEBy4dui5nSIjV/4Z+pZiRYE/9Fb140d/4YuZsdOzcAZ26dCpIXnf8JAb2HYSlK5egpY831EG33l1kiYuNw5SJUxVdHVIw2yZ10Lp/SwT4B+H4iiDkJOQhPx0IXXcNF3ddR/MBLvDt5wVNzaemTCNSGEuH6uj7WZci23KycrD1633ISM5Ek85O8BzgBpPqnFJKVNHECb2wG2GyD/X9tz/gbtTdEjuA4j4MPhERPUmszEn0Iuo2tYZZLVPERyXixMogiGGCPiPUOwBVxdwQXgObylXv7ly4h6vHw9HAp77yBJ9EFFAs//vtD/PQt3+fwu1T3gP+9/kc/PbLArUJPhE9Tnz4eHVvBo8uTXFozXEEbbiIvLR85Cbn49TicwjacgG+rzRH845uPHikEm6FRCE1rmDZZZEP6tzOS2jcyQleA93kXHgiqhjbdhas0PTQ1p1bYG9vx8NPROUiMSEJQafPoq6NrVodYZ/W/B1KL0bMABg8tydWf7wV8XcScWJVEPLz8uE70kOtA1DN+zZByM5LSI5JwaG/TsHOsy60dbQqtA4lDt1ISkxCSnIKevd9cvnKwUMHIez6jfKuG5FSLFHZdqgvJi8fjUa97aDxb9qn7NhcHPjhFOaPW4yLp64ouppEpVrtYtQvA9HAr75Y3BG5OXkI8b+IP8euws4fDyH+bslTf4io7PTu3gfhYeE8pERU7qLvRmPx70sQdDoY4eH83CF6NAA1ZG5PmFtXlbdPrjkrk3GLATjqSkdPG61eLVg4LvFeEs5uPV/hdSgx+KRvoI+cnBzExcU9sS8q6i6MqnC6BlUeOrra6Da+AyYtGYn67a0LxwymR2Vh++cHsOCtJQi/cEvR1SR6quq25uj1UUe89usgNGxjL5OR5+XmIXT3ZSwavxpBCvgSIqps0tMzkJGRoehqEFElUMOyBsyrFUxPu3Txskyhoi52bt0tC9GLqlJNjIDqURiAOrU2GIcXn1LrAFTD1vawdKwur4sRX2mJ6coRfNLT04O3jzcmTXwL169dl9tEQwScCsD0aZ+ibfs2FVlPIqVgUMUA/d/tjvGLhqK2V3VAU3w4aSA5LB3rPvTHoqkrce9mtKKrSfRUFnXM0OOD9hi9YBAatXeUQSgx3Li2syWPHFE5q1ffFt9/+yPWr92AlJQU7NuzDxvXbyq2JCcnsz2I6IWJKUS+bVrK65mZmTgTcFZtjqYYKCEK0cuoYl4wBe9hACpgQwiirz9Q24OqoamBtmMLpqyK1f5kzitlSTg+58vZGDd6Ajq06QRDQ0M5EkpEzNu0a423p0yuuFoSKRlTCxMM+6wf7kc+gP8v+xATGg/kayDuQhKWvrkRVs0t0P2NDjCrXvBBRqSMzGtXRbd326Ll0GYIO30LNe0sCvdlZ2Rj34JjcO/lghr1qym0nkTqZOpHU/HBu1MxberHsk81d/aXJd5376E9MDZmTjYienH17GxhbVMbtyPvIPBkEFybusDQyFDlD2mbDq0UXQVSo2TcQ77siTWfbIdHvyZy4R51Zt3ICo4+9XH1WBjObr8At+7OqGZjptjgU25urizbd23FoQOHcP36Dejo6KBRY2d4ehXMFSSq7GrYWGDUl4Nx6/Jt7Pz1IBJvpAJ5GrgbEIs/g1bB1q8Wuo/vAEMT1f+SJ/VV1coE7r0aF9kmEhKG7rkii30LW3gPcVf7L2OiimBnXx8btqyT19u16oA//vqdCceJqFxHP/m188HKf9bIgPep46fRtmNrHnGiRxiZGWLkj/2gVcEJuBWl1WueuHEqQuaAFcnH+80oukp2hU+7i4+Px4C+g6ClpYV2Hdph/MRxeG3MKAaeiIpRx8ka438agZ4z28Ow9r9ZyXM0EHHgLn4dtRRbF+xCVqb6zLMn9ZeVng1t3YIv4OsnI7D0nQ1YN8Mfdy7dU3TViFTasEHDcTPipqKrQUSVSK3aVqhVy0peDwkKlQtLqbq9O/bLQlRWHg88xUTE4vwe9VxYyszKtPDE842Am7gZfFuxwSdTU1OkpqQiOzu7QipCpA6cPOwx6Y9RaP9uS+hWKxhYmJ8JXN4agZ9fWYw9yw7JEYVEyk5MxRu3aKhcllVbr+B/OTwwEive3yyXpr11LkqtEzISlRexkEt6esUm+CQiatS4kRwFJfqhxw6f5AEheoq7V+9j1YdbsePHg7h44JpaHqsWg91hYFKQN+3AnyflIkQKm3Ynpth17d4V83/6Be+8+7b8sFJ2Wzdvw769++T19z54FzZ1bBRdJaqk3Nu7wK1tI5zYEoiAVSHISc5DXioQvPIyzu+4Aq/BbvDu6aES7yuq3EkYRVJCzwFuOLPpHIK2XUB2ejZuhUTJMnbhEJjVMlV0NYlUim09W/zx20J07dEV6WnpOHn8JG6GRxR7X7Hwi8i5SUT0skxMTNCoSUNcvXQd5uZV5QkkVe6HdujaTtFVIDWmq68jk3MjH/D/7gB09LXh4F0P6kS/ih5aDmsmc7xq6WgiLTFD5r9SSPApMTEJtyMjsWHdBrkiS327+tDW0ioyMur7n7+DMhF1FEnRf/7hZzltkMEnUiRNTU349PFEix7NsH/5UZzbchl5GUBOQj6O/X4WpzeGotWrHmjapgkbipSaUVUDtBrlBY/+rgjach5nNoeijmvtIoGn3OxcaGppFnxRE1GJxIItb785BRs3bJI//sQKwk9LOG5vb8ejSURlwq+ND/za+sLQ0IBHlOgpqtUxw8DZ3bF62la5KtzWL/ei38yugJF6HTbXrg1hZG4IR+96FdKHLzH4JALhNWrWRI9ePYrdb6CEH1oiGbooy5cuV3RViAppaWuh46ut0XqwN3YtOoAreyKQnw1k3c/B3m9O4PjqM+gwzhcN3B141EipGRjrw2d4czkVLyutaA6zwE2huHTomhzC69hSvc4MEZWlhs4NsXv/Tpn4t0v7rvjp1x9Rr37x7xmOeiKisqQOq9w9dHDvYXnJVe+ovIhVoPvP7Iq107cjOzMHm77YBd/xzWHraKNWv1Mb+NSvsNfTftrQzPm//VRmLxR9LxqrVq7GmpVrEPPgAYLPBz3RqRL3+XzGFzh29Dj09PXQo2d3TJ32AfT0ChI4r1i2EgGnAp54brH63rARQ8usrkTlQVdfFz0ndUa7V9Lg/9s+RByLAnKBtFtZ2PLpPpg6nkSX19uijqM1G4CUmp6hriwPZWdkI3BjiByuK84MmVtXhV2rOqhjV1uOhiKiJ+nq6uLTmdPlNDwjIzU7lUpEKiE+LgFVzUxVcvpdRnqGoqtAlUBtZ0v0+bQzNszcIQNQRxYGwsa+FmracwXoMg0+lbUZn86Eg4MDxk4Yi1mfff5EolqR/O61kWNgZlYVm7ZtQGJiIl4f9wbS0tIx9+v/yfs0cGoAA4MnR1zVqVunov4MopdmZGKIgR/2RHx0Arb9shf3gh4A+RpIvJqG1e9ug0WTquj+RnvUsOaHGqkGDS1NtBzeHAFrg5EUk4K42wmIW5GAq/vC4TnQDY07NIB2JVm6luh5tG3fVqYLWLt6HQJPByLqThS+nDcXF85fhItLY1j9uzoVEVFZSk/PwKF9R3Ax9BJ69e8Oe0fVm97bpWcnRVeBKgnbptbo+VFHbJ6zGzkZOVj7qT9GfNcXVa1MFF019Qs+iVVZVq9cg+vXbsizdGJa24BBA6Cv/+9y8qW0YOFv8nLXzt3F7j986AguXriIw8cPFgaTPvjoA7w/5QN88NF7MDc3R7Pm7rIQqQOzmlXxyucDcC88Gv6/7EfspUQZhHoQkoh/3liPWl7V0WNiB5hWY0JnUm4isNS0eyM06eQkVwQ5ueYsEu4mITE6GXvmH8GJlWdk0vJmvVwUXVUipfLgwQMMHzwC0ffuy/5NcHCI/FEolkH/4bsf8dW8LxVdRSJSQ9raWrgZdlMOBjh68Djq29eTuUqJqHgO3rbo9l5bbJ+3H3Wa1IKxBUcsv4infsocP3YCrVu2wYJff0dEeAQunD+P2bP+h45tOyEy8jbKUmBAIGpb1y4yisnHt6UcEXX2zNlSPceJ4yfxzltTEB4Wge/mfY9vvpz31PuLVWbiYuMKS0J8wkv/HUTPy7JeTYyeNxQDvuwG47r/TkXN1UDU8Qf4Y+xKrPthK9JS0nhgSelp6WjBpZMTxvw+GJ4jXGWyRiElNg1Rl6IVXT0ipfPjdz+hpqUljgUcwaJ//kT16gUjXnv27iFX8M3IyFR0FYlIDYlVzb39WsjrsQ/icCH0ElTNsUMnZCGqKM5tHND6DS/0mNpe9nmpjEc+TZv6MXr16YVPZ0yHvoF+4UioNye+hblfzMWvf/yCsnL//n1YWFQrss28mrmcgxwT86BUz1GrlhVat2kti1C16tNHjOzcthub1m59Yntk2F0kxaaiPOTl5iHiamS5PDepdhtp6GmgyzttcPP8bQRvvoisBzlAlgbC90Th1yNLYONjiWadXaGtU2GzZZUW30fKz8bNCnWa1kLUhWhc2nsDdbysiryv7l97AFMrY+hVeb5RtFQ2+B56MWWdZPRMYBBmzZ7xRM4nketSpCG4Hx3N1AJEVC4auzoj8FQQ4uPicfzwSTg5N4COCvUx4+LiFV0FqoRq2Fcrks9U5IHKycyBgUlBrISersRPmMTEJJl74NOZnxaZYiemv02b/hFeHz8JZU1Do+hArIfJ7x7PD1WSurZ1ZSmtLj06oXV7v8LbYuTTrGlzYFPfSga+yoP48aVOGfLVkaLbSLx2q74tcGb3ORxdchrZCbnIz9DArX3RuB2wG259GqLNQB9oaVXeiLui24hK30b1nOrAp79HkX1ipbytn+5DbnYumnRpCI9+rhy+XMH4HlIOOro6SElOeWJ7Xl4eEhISYWxsrJB6EZH6E9PsfNt4Y+sGf/k5FHwmBB4tmkFV9OzbTdFVoEpO9Gc3fL5LXg6e2wN6Rjyh+sLT7kxMjGFgaIDiFj8QQaGaNWuiLFlUt5Cjqh4lbovAk9hXHsTfJ4JMJ48G4LOpX2De/34sl9chel7iPda8syveXjoGXq+6Qsuo4K2alwwELb2En0YtwvHtAaUOzBIpk7AzkchIyZRni85sDsXCMSuw6+fDMk8UUWXSooUXvv5ynlzt91GbN26RI57MzAumrhIRlQeHBvawrFXwmy7g+GlO9SV6DqF7riAyNArRNx5g0/92Iyc7l8fvRYNP4sdvu/Zt8b/P5yAz87+cA4kJifhqztfo0rUzypJ7M3fcunlLjrZ6NIeTiMq7urmiPHXr3QXzF32P2fNmlOvrED0vDU0NtBrUApOXvYYmfR2h8W9APScuH8d+PYufxy5C8JFQBqFIpTj52eGVH/rB0aceoAHk5uTh3M5L+HP8Kmz7Zh9iImIVXUWiCjH+9XFISkpCG992GDl8FGJiYuSKwNOnfYrpn33MViCiciV+7/m18ZHXRY650ycDVeaInzp+WhYiRXHv1RiN2jvK67dCorDjuwPIz+PAgBeednfn9h1sCtiMbVu2w6GBA7KzsnH50mWkp6dDS1sLJ44XJHkzNTXF9z9/h5fRpm1r2Nnb4bPpM/H1t1/KINcP835Arz49UaMGl5ynyk1bVxudx7ZF66EtsfPPA7i2/yaQA2Tey8WeL4/hWN1AdBjvhwZu9oquKlGpWDpUR++PO+HBrXicWnsWlw5el1/Y4lKUdhNacnU8UnvVqlXDFv9N+P3XP3DyxElYWlrCxNgYK9YsK/cTb0REQh1bG9jWr4uIsJu4fOEKWvq1UInUDlG37yq6ClTJieBt58mtkJaYjvDASFw+fANGZoZoO867MH0QlTL4JI6XWIGlR68eRbbXql2r2Olrz/L5jC+wbOnywmhgU5eCOcW//7kAbdu1kasuLF6yCB9/+Am83L2hra2N7j27YdbsmShv/pt3wn/LLpljgUiZ6Rvpoc/bXZD8Sgr8f92HW6fuAXkaSLuZhS3T98K0wQl0mdgGdRyYD4lUg0UdM3R/rx18hjfH6fUhcghzbk4u6jXj/zBVngDUx59OU3Q1iKgS82vrI6ffNfdyV4nAk9B3UC9FV4FIDsjpNa0jVk/bintXY2Q6iSrVjODZnyeQiqORX0FJY3JycpCT8+Q8SF1dHTm17lEiCPT4tooQFxuHKROn4vsFXzPheCWmSol4Y+/EY/svexEdIqYp/Rth18yHhWtVdH+9HWrUrgF1pEptVFm9aBulxKXiZvAdNGpXMIxZyEjOxKb/7ULTHo3h4G1bZJURqtj2IVJE/4n/r8qPbaT82EbKj22kum0kRj8tf38TEqIK8pd2e69tkb4sFaiwHrwYySRWzXu8FBdkUkTgiUgVVatthpFzBmL4D31g5vDvqkh5GnhwNhH/vLEBy+esR0JsoqKrSVRqVcyNnviyPrv9AiJD72LL3D346/U1CN1zWa6UR0RERJXTmYCzshApA0NTAwz8vDsMqxbMCDu2LBA5WTmKrpbSYZTn32l3b46Zgunvz1J0exC9kFoOlhj7wzD0m90ZVWz+nQabo4GoYw+wcNxKrPtxK1JT0nh0SSVVqWYIYwsjeT3+TiJ2/nAIC8etkkObszKyFV09IiIitREXG4+tG7Yj+t59KLOw6+GyECmLqlYmGPB5N1g51cCQr3rJnL1UFI/Iv6vdifJw2DiRqrJraovXF9ji/JHLOLDoBDJisoBMDYTvjsJvR5fAqUt9dBzRGnp6/y6bR6QCXDo6wbmNAy4evIZTa4NlACo5JgX7/ziOE6uC0LRHI5mcXN+Y/9dEREQvSiwutfzvVcjKzEJmZhYGDO2rtAdz4LB+iq4C0RNq2llg+Lw+TDheAo58IlJDjf2c8ObiUWgzyQs6JgWJI/PTNHBpQzjmj/obe1cfknnYiFSFlo6WDEKN/m2QTOwovtyF9KQMGYDKTMtSdBWJiIhUmo6uDpo2K0iUfDP8Fm5FRCq6SkQq5/GV7s7tuozUhHSF1UclRj7l5uYi8lYkbOvZVmyNiKjMPvg8urmhWecmOLL2FM6sO4/c9DzkJQFnl1xG6PYr8BziCu8uHsyzRipDJBtv4Fsfjj71ZGJyMRKqirkhTGsaF0n6mBqfjuq2ZZ/4mOhlJSYmITe3dMF/U1NTlVl5iojUg0eLZgg5G4qM9AwcOXgMw14drJSjOM6dDZWXTZq6KLoqRMUS67odWnxKruZs6VAdg+f2hK6BTqU+WiUGn+Lj4zGg7yAEBgegMuR88t+yS66yR6SOP9ZbD/FGy77NsX/JMYT6X0F+FpATm4/jvwQjcEMofEc2h7ufq1J2LoiKI/5XbZtay/J48nGRC+rk6rOw86wDzwFusG5kxYNISqNvz34IuxFWqvvuPbQH9vZ25V4nIqKH9PT14OndHIf3H8W9qGhcv3IDDk72SneALoRekpcMPpEy91Xz8/Ll9XvXYrB5zm70m9EFWtqV96SS9tPOtqWmpCI7Oxs6OuodoWPOJ6oMdPR00HlcG7Qe6o2dCw/g2oGbQC6QdTcX+786iROrg9ButA8aujsyCEUqNyXvodycXDm8WbgRcEuW2s6W8BrohvrN60BDkwFWUqyv5s1FamrpFoCoVYuBUyKqeG7NXBF0OhgpySk4cvA47BzrK90o+SGvDFR0FYieqc3oFkiNT8Olg9cREXQbO388hG7vtq20v7VKDD6JgFPX7l0x/6df8M67b1faA0SkbvSr6KHPlC5IeiUZOxYcwK2Td4F8DaRHZGP7jAM40uAUOo1rjXpOdRVdVaLnJs4mvfpzf5zZFIpg/4vISs/GnYv3sGHWTljUNYNHP1c0bG1fJGBFVJE8PD14wIlIqenoaKOlnxd2++9DfFw8Lpy7CBe3xlAm/G1KqkCc9Oz6ThukJaTLdBEX919DFXMjtH7NC5WR9tNyEtyOjMSGdRuwfu0G1LerD+1H8g6IkVHf//xdRdWTiMqYiYUxBk/vhdg78fCfvw/3zsXKIFTS5XSsm7oD5k2M0XVCe9SyseSxJ5Uiv9RHt4DXoKYI8b+IwM2h8kv/wc147Pj+oExQPnrBoEo97JmUh1j8YeP6TQg8HYioO1H4ct5cXDh/ES4ujWHFkU9EpCCNmjjj9MkgGXw6fuQUnBo5yaCUsrj477Q7Z5eGiq4K0VOJE569P+mEVR9uwf2wWASsC4ZxdSO491CugG5FKHH8pBjoVKNmTfTo1QNuTd1gYmICQyOjwmJgaFCxNSWiclGtthlemTsAw77vDXN7k4KNuRqIO5uC5W9twtI5a/HgfiyPPqnkKD8RgJqweBg6vukHs1qmcnudJrUYeCKl8ODBA3Tv3AP/+3wOHsQ8QHBwCNLTM5CUmIQfvvtR0dUjokpMTLPzbeMNfQN9NPNsKn8bKhORFF0UIlWgZ6iL/rO6FS6Qs//347gRcBOVTYnhaxFsmv/bT6gMmHCcCKjtaIkxPw7FjaCb2L3gEFLupAPZGrh3LA6LA9eijp8luo5uDxPT/1YVI1IF2rracOvqjCadnHD91M0nVsE79NdJuQSumJLHFfKoIv343U+oaWmJDVvWw8jICO1adZDbe/bugc8+mYFZs2dBX1+PjUJECuHQwB5169WBnp7yfQ4NGNJX0VUgei5VzA3Rf1ZXLH9vE3Iyc5CVll3pjmCpxk6Gh4XjypWrSE5KxoBB/REbGwsLCwuoCyYcJ/qPnXtdTPz9FVw4fAUHFp1ARmwWkKmBW3uj8fuJ5XDoWAcdh7WBkZEhDxup3MqPji3rFdmWkZyJs9svIDsjBxf2XZVJyT36u8LGxYr5JKjcnQkMwqzZM2Tg6VHih56ZWVXcj45Gnbp12BJEpLC8SsoYeBJ0dNV7QSxST9VszND3087yuo1LLVQ2Tw0+JSYkYtrUj7HDf6ccemlmboaBgwdg7Kjx+GLOLLg0cam4mhJRhXY2Grd2QiO/Bjiz4xyOLg1EdnIOkKqBa5sicf3AEjTuYY+2/f2UtlNCVBo52blwamWPi/uvIjcnD2GBt2SxdKwOz36ucGhZTwatiMrrx5NYTepxeXl5SEhIhLExR5oSkfKIvncfVaoYwahK0YC5Ily9fE1eOjo5KLoqRM/FphIGnR56ao966vsf4t69aGzevhHHTh0p3D5m3Ggs/P3PiqgfESl4hYbm3V3x1tJRaPGKG7QMCj4y8hM1ELr8BuaP/xsHtxxFdnYO24lUdgh0l7dbY/ziYfAa5AY9I125/d7VGGz5ci/+HLcKITsLkpoSlbUWLbzw9ZfzEH0vusj2zRu3yBFP4qQfEZGiiYD49k07sOyvlThx9BSUwZmAs7IQqbrb5+9i2zf7kJebh0o78ikjIxP79x7AyTPHUa1aNdy/H1O4r2Gjhvjmq3kVVUciUoJVGvyGeMGrjzsOLjuBc9suIz87H3kPgNO/n0fwlovwGuIGz7bNoPXIqphEqrRCXqtXvdBiYFOc230ZgZtCkRyTgsToZMRGxiu6eqSmxr8+Dtu2bkcb33bw8PJATEwMZn32OYICg/DHogWKrh4RkSRmwOT/eyzOnT0Pd4+mMK+m2OB47/49FPr6RGXh9sV7WPPJNjn6XtdABx0n+al12ocSRz5lZmTIqQZVq1Z9Yl9+Xp5aHRSRcPzNMVMw/f1Ziq4KkVLT1ddBp7Gt8MaSV9CgQ71/P0E0kH03H0d/CMIvb/2FoBPn5BkyIlWka6iL5n2aYNyfQ9Djg/awcqyBZr2KTjE/t+syoq//d0KG6EWJk3tb/DfhlVdHICE+HpaWljAxNsaKNcvg4+fDA0tESsO3tXdBECo/H8cOnVB0dWBoZCgLkSqzdKiOWg1ryushOy7h9IYQVMqRT6ZVTWFqaoqtm7eiT78+RfadOH4Czs4NoS6YcJzo+RiaGKDXlE5IGpGCnQsO4uapO0C+BjJv5mHfnOM4YR+Itq+2REPXBmoVqKbKQ0tbCw3b2MvyqNT4NOz99Yg8QyXm7Hv0ayKTlIspqkQvGoD6+NNpPHhEpNSqmlVFk6YuCD4TIvMt3Y26B6talgqrT9j1cHlZ377oQiJEqkRbRwt9PumM5e9vQtztBBz66xRMa5qggW99VLqE4+PGj8V773yA48dOwMWlMXKyc7D0n2X45qtv8dc/zPlEVNmZVK+CQZ/2wIPIOOz89SDunosB8jSQdjUb22ccxJGGp9BhlB/qN6jHIBSphbtX7xcGmiJDo2Qxt66K5n1c4NzOETp6pVpEliqxxMQk5OaWLk+eOAnIqcxEpCy8fT1xIfQisrOycXj/UQwa3l9h/btTx0/LSwafSNXpG+uh/8yuWP7eRqQlZsD/2/0wtjBCLaeCEVHq5Km95LETxiArKxMLfv0da1atldt+/nE+5n41Bx6eHhVVRyJSchY25hgxtx+irkbLIFTstQQgRwNJoRnYMG03zN2qoNOoNrCpa63oqhK9FHsvW0z4eziC/S/i7LYLSEtIl2eqds8/giNLTsOtmzPcujvLHFJExenbsx/CboSV6uDsPbQH9vZ2PJBEpBTENDcPr2Y4fuQkbt+6g/AbEQoL/nTv3UUhr0tUHqpamaDPp52xeto25GTlYuPnOzH8275ye6UJPolI9qTJkzD+9fGIvBUp5/mK1VfEJRHR42o51sToHwYjLOgW9iw4jKQ7qUCWBuICUrHq3FbU9DJHp1fawNJK/SL5VHkYmhqg5dBm8OzviosHriNw0znE3opHelIGTqwKkvfxfYUnaKh4X82bi9TUtFIdnlq1rHgYiUipNPNqiuCgc0hLTcORA8dgW7+uQn4bmpiq149yotoNLdH9vbZytWUxAmr9zB0Y/m0f6FfRU5uDU6r5ATo6Oqhvp57zDomo7NV3r4Pxvw/H5SPXse/PY0iPzQQyNBF9KAFLAzfAxq8GOg5ti2oW5jz8pLK0dbXRpLMTXDo2QHhQJM5sDkXkuSi4dW9U5H5Rl6NlQkmxiAcRR44TkSrT1dWFt68X9u06gPT0DCQmJMLMvOJXvrsVESkv69jaVPhrE5WXBn52aBWdjMOLT8HW3VqugKdOnhl8iouLw+qVa3D92g35YdOosTMGDBoAfX31icARUdkTIycbtnJAAx87BO+6iCNLApCVnA2kaiJy5wP8dWI17NpZo/2AVnKBAyJVJXJAiaTjoqTEpaGK+X+r7yTeT8aKDzbL/GhNezZGk04NoGfE78/KjDmfiEjVubg1kisbi0sxSEERjh0uWHGPwSdSN579XWFpb4G6buqXruSpwSeRaHzCmAnQ1NKCvb09srOzsHH9Rvz+2x9YsWY5bGzU44D4b94J/y27uDw8UTkQoz3cuzVGk44NEbAxGKfWnEVOei6QqIkbG6MQdngFnLrUQ5uevqhiXIVtQCrt0cCTELr7MvLz8pEYnYyDf57AseWBcOnQAO49G8OsNoOulRFzPhGRqhMLIbh7uCm0Dp26dVDo6xOV5wn8uo8FnvJy89RiBP1Tg0/Tpn6MXn164dMZ06FvoF84EurNiW9h7hdz8esfv0AddOvdRZa42DhMmThV0dUhUtulRFsOaobmPVxwdNVpnN1yAXnZ+ciP1cSl5RG4si8cjXs0gF9nbxgaGii6ukRlwnuIO6pZmyFw8zncuxqD7PRsBG09j6Bt52HnUQfuvVxQ1602V4OsRJjziYjUkRgJVZG5n5i6gSqL5Acp2PD5LngNdIOTn516Bp/EsPCoO1H4dOanRabYmZubY9r0j/D6+EkVVUciUiO6hrpoN9oHLfq74+A/J3Fxz1Xk52kg754Gzi26igs7r8C9T2O0aOvJ6b2k8rS0tdCwjT2cWtvJ3E9BW87jytEwORrqRsAtWTq96QfXrs6KripVEOZ8IiJ1EnP/gUw8blGjGlq19a2w17175568tKptWWGvSVTR8vPzZeDp/o0H2PHdAZjWMIZVgxoq2xAlhqdNTIxhYGgADY3ih4LVrMnVqojo5VYM6za5LcYtGgZ737qA+KzJ10DubU2c/vUCfnt/MY7tP4GsrCweZlJ54ntTrGLS88MOGP/XMDmfX99YDzp62mjgW/QsVlJMisLqSYobMXA36i4iwiOKlOzsbDYJESm1owePI/xGBM6eDkZSUnKFve7BfYdlIVL3/mPHN3yhpaOFnKxcbPh8p0r3EzWf9oe2a98W//t8DjIzMwu3ixUNvprzNbp07VxRdSQiNSYi+H2ndcFrvw6CTdN/lxXP00BOuAaO/xiC3z5cjIDjZ5CTk6PoqhKVCZF8vPXoFpj493AM+KKbDEI9FHsrHr+/thxrP92O66ci5Bx/Ul/ic+2LmbPR0KERvD180Ma3XZFy8+YtRVeRiOipfNt4y8ucnFycOHKywo5Wu05tZCFSd7WcaqLrlIL/9bSEdGyYtRNZ6dnqN+3uzu072BSwGdu2bIdDAwdkZ2Xj8qXLSE9Pl1MJThwvWGXA1NQU3//8XUXWm4jUjEUdMwyZ3UtOTdrz+xHcvxoL5Ggg6ypwaN5pnHIIgt9AT7g0bazoqhKVCR19HVg3+jfg+q+z2y8A+UBE0G1ZTGsaw617I7h0agAD44Lci6Q+li1Zjj279+LnX3/CrM8+x9RpHyA5KRk//zgfnTp3hLW1eizsQkTqq3qN6mjk0hAXQi/hwrlLaObpDovq1cr9dWtaqu7UI6Ln1bC1PeLuJOD48jOICY/F9m/2ofcnnVQuCflTRj6JN7UlevTqgZa+LVG9enXUql0L7Tq0Q/ee3VGlijEMjYxkEdPziIjKKro/8rv+ckRIVWuTgo2ZGsg4n4c9Xx7Hgpl/Izw8gqtTklryGthUJik3rFrwvSpWyTv010kseHU5dv10CNE3Hii6ilSG9u3djw+nTZWBJj09PTRq5IwRI4fj76V/Ycf2HdDVVcwS5kREz6NlqxZyBTyRn+bIwWMVcvBi7sfIQlRZtBzaDE6tClI1XD91E4f/CYDajHwyMTHB/N9+qtjaEBH9O+23nrsNxv42BFeOheHAouNIiUkD0jWRFpSDwKvncfX0NbTu64MGzo5cKYzUhrGFEXxf8UCLIe64cuQGzm67gLtX7iMnMwfndl2WRZzpcmxZT9FVpTJw7+492DsUdCQNDQ2RnFyQx6Ghc0Noa+vg7t27qF27No81ESk1E1MTuDV3xZlTQQi7Fo7bt+7Auk75fnbt3XlAXg4dOahcX4dImX4fdXmnjTwxKfqGp9eHoKadhRwVpSpUa5wWEVUqGpoacknRCYuGo+ObftA30S3YkaKJpBPZ2DpnHxbNW4JrV67Ls21E6kJbRwuN2jlixHd9MeL7vmjU3hFa2prQM9KFrXvRqViiE0KqKTc3F1raBecBrWpZIfTcOXk9KSkJCQkJcjTU8zofeh779uyTCcufR1xcHPy3+SP0XOhzvyYRkZd3c+jpFfTTDu07Uu79MrGyXkWurkekDHT0tNFnemcYV68CGxcr2Da1Vo+RT0REykLMZ3br6ix/jAdtPY9jKwORm5ELJGgh/mAGNoXuRvVmJmjV3Qf17Gw5EorUipVjDVi9WwNtxrSQ8/x19f+binX36n0sm7IRdd1qw62bM+y86sqcjKR6evbugY/en4ZzIaEyAOTgaA8LC4tSP17k4xw7ahwuX7oCxwaOCAkOwZBhg/HZrE+f+VjxI/HtN6fg5PGT6DegL76a9+VL/jVEVNmINCxePp44vP8o7t2NxvUrN+DgVH4jMmrb1Cq35yZSZlXMDTHky54wrmYkV8FTJQw+AfDfvBP+W3YxhwyRCkT7vQa4wdzBBHeDY3B64znkZecBsVqI2Z2C9SH+sPSohtZdfVDH1kbR1SUqU4amBqjrVvQMV4j/RXl5M/iOLFWqGcKlkxNcuzSEsUUVtoCS++Ov32FjU9CmvXr3RFJiEnbv2gOXJi549/0pz/VcP/8wH+Fh4dh9YCeqVauG4LMh6N97AFr6tESHTu2f+tgFv/4OXR0duLo1eam/h4gqt6bNXXHt8nU4uzihvkP5Tg+Pj0uQl2bmVcv1dYiUUVXLf/PiPnISSaRoEIvZKDMGnwB0691FlrjYOEyZOFXRbUJEz6BjoINWr3qhWS8XHF95BiE7LiFfrEgfrY172xOwOmgLrFvUgF/HluWec4BIkXxGNEcVCyOZCyo1Lg0psWk4sTIIJ1eflaOg3Lo0RN2m1iq3GkplIUYaVevRrXB6nUg2LsqL2Lh+E/oP7CcDT4JbU1d4enli4/qNTw0+nQ0KxpLFS7F152ZMHPv6C/4lRESAtrY2hr46qEJGoO/ctlteMucTVXY5WTnY+eMhpCWko/+srko9Ap69USJSWUZmhuj4hh/GLhyChm0KkvYiXwOI0sbtzbFYNXcj1ixZj6g7dxVdVaJyIUY3+Y7wwITFw9D7445y+p2Qn5eP6ycisG7GDtwIuMmjr6SWLVmGmJiXX60pMSFRJid3auhUZLtTwwa4dOlyiY8TuaUmT3obc76a/XxT/NLS5Qm7hyUhvmAEAhFRRQSeBG8/L1mIKrszW87j0sHrcgT8vgXHlDoPbqlGPolh3FeuXEVyUjIGDOqP2NjY5+qkEBGV99DTHh90kMvUH1p8CuGBkUCuBvJv6eDm3RjcCliPei2t4dvWGzWtarIxSO2Is1yOPvVlibuTIEcDnt97BZqaGqjfvE7h/URQKizwFjSMFVpd+ldd27q4cvmqzNH0MpKSC5LOm1YtOgzfzMxMBphKMm3qJ2jXvi3atm/73CMONq3d+sT2yLC7SIpNRVnLy81DxNXIMn9eKjtsI+WniDaKfRCLuPh4ODjYl9sYCnX6bOD7SPkpYxtVdzZDdftqiLkeK/t/GnqAQ2vlWRXZ1tGmdMEncSZt2tSPscN/JzQ1NWFmboaBgwdg7Kjx+GLOLJmTgIhIWVS3rYYBs7rhzsV7OLj4JKIuRgPZGsgP10FY1D2EB6yBfUtb+LRpgeo1qiu6ukTlwrx2VbQd6w2/kR6IjUwokozyVmgUNszaCb0qunDt3BBNOjeEWW1TtoSCTHxjohx5ZGRkCPdm7tA3MCiyX6wcVZpRBHq6BStMpadnFNmempZa4op5+/fux4F9BzB77hdylTshPj4BtyNvy9sdO3eEjk7xuSO69OiE1u39Cm+LkU+zps2BTX0rmFczR1kTHf1HO6+kfNhGyq+i2ygo4CwOHjwsP8PcPZugWvWCKcFlJTk5RV4aG6tPfkO+j5SfsraR1eyaWP7uJsRHJSJky2XYudmivsd/Jx9VYtrd1Pc/xL170di8fSOOnTpSuH3MuNFY+PufFVE/IqLnVtvZEsO+7o0Bs7rCwtasYGOmBvKv6eLa2tv456tV2LJ+Ox7ExPLoktrS1tVGTbuio5QvH74hLzNTshCwPgR/jl+FVR9twYX9V5GdmaOgmlZe773zPiJvRWL0q2Ph1tgdTnYNi5QbN8JK9TwW1S1gYGCAqDtRRbaL23XqFN/5NDA0ROs2rbBn1x5s3bxNFjGF7ubNW/J6Tk7OU1e1EkGmh6WqGRP+ElFRdo71oaWlJacAHdp/tMwPz7aN/rIQEWBgrI9+M7tAv4qeHOW+9au9iImIU7pDU+LIp4yMTOzfewAnzxyXySvv3/8vJ0HDRg3xzVfzKqqORETPTZxpq9e8DmzdbXDl6A0c/icAifeSgTRN5F/WxZXbt3A1IAwNve3RwtcL1SzK/mw9kbLp8LqPnIZ3akMQ7l1+IDsokaF3ZRF5ApzbOsC9V2M5eorK38wvZiDl3ylzxbG0LN00YTE6vVUbP/hv34FRo1+V21JSUnDo4GFMeuuNwvtdvHAJ0dHRaNuuDbxbtpDlUQP6DISdvR2+mvflC/9NRESCaVVTNPVwQ+DJMwi/EYGb4bdQt17ZjcTwaNGcB5roEaLv1uvjjlj3qT+y0rOx8fOdGPF9X7lastIHnzIzMuTqOFWrPtkBzc/Lq7BkckREL0NDUwNOrezh0LIezu+5gmPLA5Eanw6kaCL/vC4u3g7H5dPX0dDLEd6+nnJ6MZE654Zy8LaFTjUtVDM3Q+ieKwjdfRlJ91OQmZqFs9suyFXyGHyqGK1a/zd17WW9P/U99OvVX07j827pjXVr1qN69epFVs9bu3otdu/aU2Q0OxFRefFq6YHzIReQkZ6BQ/uOYMTooTJYXhbsHeuXyfMQqZO6rrXR/nUf7Jl/BInRyfD/9gAGfN4NSh98EtFqU1NTbN28FX369Smy78TxE3B2blgR9SMiKrMf3a5dneHczhFnt52XS9GLH9tI0EJesBYuRN7ApdNX0cirAVr4eKGqGfPgkPqvlNdyaDN4D3ZHRPBthO66jOgbD2TH5aHcnFzZcRHBW3uvunIqH5W9vLw8RN+LRmZmZpHtta1rl5h36XEOjg7YumMLVixbiZMnTqJN29YY+dpIGBkZFd7HuZEzsrOzS3wOEbSqWcrRVkREz6Kvr4eWfi2wf/dBxNx/gAuhl+Di2qhMDpwIaMnXMNBnQxA9wq2rM+Ii43HteARavaZcK0I+tRc5bvxYvPfOBzh+7ARcXBojJzsHS/9Zhm+++hZ//cOcT0SkenT0tOHZ300mWj69IQSBm84hJzMXiNVCXqwmQu9cw4XAy2js4YwWPp5PrB5FpI6jA+u528gigk1i1PND4WciZZ4oUfSMdOHU2h6N2zvCqkENjoAuAyKv0tzZX2LZ0uXIzCgaeBL2HtoDe3u7Uj+fbT1bfPzptBL3i0VjRCnJe1PfLfVrERGVRpOmjXE2MATxcfE4dugEGjR0gO6/iyS8jI1rt8jLoSMHsSGIHtNmjDdaDHZXqil3zww+jZ0wBllZmVjw6+9Ys2qt3Pbzj/Mx96s58PD0gLIRq/Mt+O13XL92A+7NmsrE6GXx4UZE6kck5PMb6YmmPRrj5OoguTSpWD4V0drIu6+Fc3eu4ELQJTRu5iyHjTMIRZVlhOCjRM6AKtUMkRKbJkcKhvhflMXcuqoMQjm3c5AjqOjFLFuyHHt278XPv/6EWZ99jqnTPkByUrLsa3Xq3BHW1tY8tESk0kTS8VbtfLF53VakpqQi8GQQWrYqmm/uRTRt5lom9SNSR5pamk8EntKTMmBgotiRgk+ddCvyOk2aPAlBoWew//BeHDy6HycDj6NHr+5QRm9NehsmJiboP7Afdu7YhZ9/mK/oKhGRkqtibogOr/tizB+D5Q9piHR2+RpAlDZyT+vg3JZLWDT/H+z234fEhCRFV5eoQjm3ccCExcMx4ItuaNjaHtq6BcGpuNsJMon/glHLcXrjObbKC9q3dz8+nDZVBpr09PTQqJGzzNH099K/sGP7Dujqlm7KHRGRMrNzqAebOtYwMTWGRY1qZfKcTo0ayEJETydWnBSzPf4YsxL3wxW70nepkjeIfAP17eqX2RBzkdPg0RwEj8vNzZXJ6J43qfmvv89HlSoFZ2BFZF3kpiIiKo2qlibo/l47OSXv6NLTuH4yAsjVQH6kDnLv5ePcvUs4H3wRLm7O8PLxgIkpp+NR5Tl79nBaXmZqJi4fCcP5vVcQdSkayAesHKsXuf/dq/dhUddcTnGlp7t39x7sHQqm1RkaGiI5OUVeb+jcENraOrh79y5q1/4vBxcRkSoSv+m69u4MAwN9aGtrl9lvSqGsno9IXcXfSZQnDPNy8rBxVsEKeEZmhgqpyzPfrbGxsbh44aIcBv4ocYaufcf2pX6h69euy+HlG9ZvRFJiEi5cDX0iAHUz4iY++uBjnA44LYf+d+/eDV/M/bzwfr//9gcOHzz8xHO3atMKE14fXxh4Sk5OxqoVqzBr9qxS14+ISKhua46+n3bGnUv3cOSfALkEPbI1kB+ug9yofIREX0JoyEW4uDIIRZWPnpEeXLs0lEV0Zq6dDEfthpaF+3OycrDmk+3iNJtMUi5GS9V1q10kjxQVPdmm9e8PJ6taVgg9dw5N3d2QlJSEhIQE2dciIlIHxsZlO0V77YoN8pI5n4ieTqRK6PiGH3b9dAhJMSnYNHs3Bs/toZBFZJ76ihvXb8K0qR8jI6NgNYFHWVS3QGBwQKlfSASOxJm86TM+wdR3P3xiv1h95bVXRsOhgQPOhJyWHa9XR7wmX/+nX36U92nXvq0ckv64R1dmefDgAd56/W28/+H7cG7EFfmI6MWIH9SD5/ZERNBtGYQSq4AhUwP513WQeycPIQ8uFgahPJkTiiohs9qmcqTgo0SC8qy0LHn9wr6rshhWNYCTnx0atrFnovKn6Nm7Bz56fxrOhYQi9FwoHBztYWFhUb6NSESkoGlAkTdvw6au9QsvXlFWq+YRVQZNOjshNjIegRvPIepyNHb9dBjd3mtb4YvHPDX4NPOzWXhz8iQMHTEERkZFo9XPW89vvvtaXu7aubvY/Qf2H0R4eASWr14G06qmskx57x28/eY7mP7ZJ6hRs4ZcRliUkty4Hob33nkfX8yZBZcmLs9XQSKix4gP5HrNbGDb1BpXj4XhyNLTcrQH0jWRf1kXuVXyEBJ/EefPXUSjJg3h6e2BqmamPI5Uadl51sWgOT1w6eB1+Z4RScrTEtIRtPW8LKY1jeHWvRE8+zNRrPDHX7/DxqYgqXiv3j3lyPDdu/bIPsy7709RcGsSEZW9lJRU7NiyC7ciItGtdxc0fMG8TY0ZfCJ6Lq1f85I5O8NO38LFA9dQrY4ZWgxqCqUIPiUmJiE7Kxtvvj2pQioSdCYINnVs5LDzh7x9WiAvLw/BwSEyGeezjHttnLz88n9fycvGLo0xbfpHJd4/PS0d6enphbcT4hNe8q8gInVdir6Bn52cRiRy3RxbfgYpsalAiibyL+gixzQX5xIv4nzIRTi7NEQLHxGEqqroahNVODG9rq5rbVk6vOErOzgiEHUj4CZys3ORGJ2MlLjUIo/JSMmEnqGufJ9VNvb2BfmeHhLJxkUhIlJXYjpxQnyivH543xGZjJyrkxNVTB+tx9T2WPH+Zjy4GSdndpjXNoWjT9nk9n6p4JOJiTEMDAyQmJAoRyGVt9gHsTA3Ny+yzczMTI48EPtK46tvv0RmRmbh7armZk+9/85tu7Fp7dYntkeG3UWS+GFZDsRS7hFXI8vlualssI2UnyLbyKReFXSa6ovrx27i8r4byErNBhK1kH9OC7nmuTifegkXQy/JYLqTk1OZ5zhQFXwfKbeKah9dC224DnCCc3c73AmNRmTwXZjWrVLktU8uOYsH4fGwbmIJa1dLVLM1U9pAlK2jjaKrQESk0nR0tNGmQytsWb9NjoI6dew0/Nr6PPfzrF66Tl4OfmVAOdSSSD3pGeqi34wuWDZlA9ISM+D/3QHUbmQFo6oGig0+iaDP+NfH4d2338OnM6fD+t9h4Y/u19IqWHK5rOTn5z12O7/wtUrDw9PjuV6vS49OaN3er8jIp1nT5sCmvhXMqxUNhJUV0eFm51W5sY2UnzK0kV1jW7R5xVsuXRq4KRTZ6dlAnBby4zSRWyMXN9NvIfJWpFwG2KulB6pZlM9nirJShjYi5WofB9f6wIii27Izc3Dv0m5kZ+Tg2uEIWYzMDeHYsh4a+NZHbWdLtU9WfjYoGN9/+wPOnzsvR2PXq18Po8a8ioGDBlR4LgYioopg71gfdevVwc3wWzgTcBaNXZ1h9oxBA49zbFhyKhYiKplIgdD7k07YMGsnOr/VqsICT8/M+eTW1A3fzfsebXzbvXTC8WepWbMmjh87UWRbXGycDEDVqFF0GeeyYmBoIIv/5p3w37JLTvEjInqeswe+IzzQtEdjnFoThODtF5Gbkwfc10Z+jBZyLXNxMfMyLp2/jAYNHeHl44HqNZhAmOghEVvp9GYrXDkWhvDASDk1LzUuDWe3XZBFJCu396qLduNbQkdfR+0O3PGjxzFy+Ch4enlg7IQx0NfXx6WLlzB92qe4fvU6Pv50mqKrSERU5kRgvW3H1ljy53K56ufBvYfRd1Dv53qOps2ZO5DoRVk3ssKExcPkKsYV6anBp3cnvwtXN1f07dcHRlWMiuwTHaSy1NyzOeb/9AtuRtxEXdu6ctuRw0ehra0NN/eiq+mUNZHsThQR7JoycWq5vhYRqR9xxqDdeB8069MEx1eckSt8yYGcd7WRH62F/Fq5uJxzFVcuXYW9o53MCVXT6r9VOokqK7HMr3NbB1nEKnk3Tt+SicrDAiORk5kjk5XfDL4Dbb3/uivZGdnISs+GkZkhVN2C3/7AK6+OwIzPPyuyvW//vnh1+Ci8/e5kGBkV7X8REakDMSK8qYcbzpwKQtj1CIRdD0d9+3qKrhZRpaFXwYGnZyYcv38/BnsP7ZG5n15WVlYWsrOzkZlZkJMpLS2tMIglpu+1au0nE4R/9MHHmD33CyQkJGDeV99i8NBBT+SCIiJSRqY1jNH1nTbw7OcqV8a7djwcyNMAbmsj/54WYJ2Da7k3cP3qDdSzs0ULH0/Usv5vkQWiykzXUBcNW9vLIoJLYYG3cP1kBKpamhSZfnb91E1s+2YfrBrUgIOXLexa2KKaTVWVnKImcloWt6pdSx9vuWiByLvJ4BMRqStvX09cPn8ZqalpOLDnEOrY2siBB6WxftUmedl/SJ9yriURVUjCcdHhKavVB76e+w1WLFsprxsaGqJ1y7by+q9//II2bVtDU1MTfy1ZhC9mfoHB/QfL1+3Zuwfe//A9lDdOuyOisiSWLu3zSSfcvXpfriQhRm4gRwP5ETpAlDZgk4OwvAiE34iQHS0RhLKuU1slfzwTlQddAx04+dnJ8rgbp24C+cDdy/dlOfxPAKpamcDOqy4atrKXQSlVIfI7hd0Ig1vTotNH4uPikZGRAUsrS4XVjYioIla+82vni51bd0NHRwepKWkwrWpSqseK/hMRqZanJhxv0dILixb+hfETx730C02f8YksTyNyO/3860+oaJx2R0TlwcqxBgb9rwduhtzBkb8DZDAKWRrIv6EDjSht5Ntk42Z+JG5FRKK2dS14+3nJBJxEVDLvIe6wsDXH9VMRuHvlvgxEJdxNwplNodDS1lKp4NNrY0ZhwpgJMueJXytf+UPs0qXL+Gru1xj12qvIysouvK+eni4D1ESkdpwbO8lZMI5O9nIwQml5tGhWrvUiogqedhdz/wHmfDEXa1evg81jq92Zmpri+5+/K4cqERGpl7qutVHnuz5yCtGRJacReyse+ekawFVdaETlyyDU7fwome+AwSeiZ48sFKXFoKZIiUtD2OlbuHEqAhHBd2RyclXywbtT8eBBrLx8XMjZEPz84/zC2yINgr39kyPBiIhUmRjw4OTsqOhqEJFiRz4BVrWs0KNXj2L3i1Xi1AWn3RFRRXSuHLzrwc6zLi4evI7jywORGJ2M/BQN4JIutMyA2h05hJzoeVQxN0STzk6yiETkWjpaKnUAZ34xAynJyaW6r6UlFykgIvUnVh8XOaCMjas89X6b122Tl70HFP9blYhUKueTCeb/VvFT4BSB0+6IqKJoammicXtHNGxlh5Cdl3BiVZBc0Ss3Htg8aw/qNbeB30hP1LSzYKMQPQcdfR2VO15isRUiIioQdfsu9u06gPz8fIwYPfSp0/Bq1KzOw0akYkq3nAAREZUpMULDvWdjNO7YAEGbQxGwPgSZqVkID4yUxamVHXxGNId57ao88kRERKT27t2Nxv3oGHn93NlQuDUruhjDo0SeTCJS4eBTQnwCJox7HVWrmuKrb76U10si7vP7nwsqoo5ERGpLV18HLQa7w61bIwSsD8aZLeeRk5mDy4dv4MrRMLh0bADvoc1gUv3pw8+JiIiIVJlbsyYIDT6PBzGxOHboBBwbOsJQjVK9EFV2RYJPYpUYW9u6MDY2LrxeEnEfdcGcT0SkaPrGemg1ygvuvRrLqXjndl5GXm4ezu26jAv7r8Gtu7NMsGxoyk4YERERqR8xza5dpzZYs3w9MjIyceTAMXTu3qHY+27fvFNedu/dpYJrSURlEnwSAaWv5n1ZePvR6+qMOZ+ISFlUMTdCxzf84NHXFcdWBOLigWvIzc6Vy8iLQFTzPi7w6OcKPUNdRVeViIiIqEzZ1LWWq99dvngV50MuwLmxk9z2OBMT9RkIQVRZlJjFLTU1FX8sWPjc+4iI6OVVtTJB9/faYdT8gbD3tpXbstOzcWJlEBaOWYnTG0KQnZnDQ01ERERqpU2HVtDT15PX9+zYj5ycJ/s7fm19ZCEitQg+pT0l+JSGhb//WZ71IiIiANVtzdF3emcM/7YP6rjWksckPSkDBxedxJ/jViFkx0Xk5uTyWBEREZFaMKpihFbtfOX1+Lh4BBwPVHSViEhRq93dv38fpqamUBfM+UREyq6WU00MntMTN4Nv48g/p3H36n2kxKZi9/wjCNgQAt/hHnKFPA1NDUVXlYiIiOiluLg2wqXQy7gdeQf378cgPz8fGhr/9XF2bd8rL0vKCUVEKhB8SkxIxBsTJiE7OxtJiUkYPnhEkf05ubm4duUaOnftBHXBnE9EpCrqulmjjmttXD8ZgSNLTiP2VjwSopKw7Zt9OLXuLPxGeqK+R50iHTQiIiIiVSL6MR26tkNMdAwaODs+0a/R1dVRWN2IqIyCT+KsuaWVFTIyMgqvP0pXVxcdO3XAsBFDX/AliYjoZYgOmIN3Pdh51sWlQ9dxbFkgEqOTERMehw2zdspRUn6veqJOk4JpekRERESqppqFuSzFaduxdYXXh4jKOPhkYmKCb3/4BsnJyfjxO0tMn/HJS74EERGVB00tTTRq5wgnPzu5Et6JVUFIjU9D1OVorJ62FXWbWsNvpAesHGuwAYiIiEilZWVlyTyXBoYGiq4KEZVlzidjY2MGnoiIVICWjhaa9miExh0cEbTtAgLWBiMjJRM3z96WxcHbFr4jPWFRx0zRVSUiIiJ6bmHXw7F3535Y1bJCz37dsH/3Qbm9Xac2PJpE6pxwnIiIlI+Ovg68BrjBrWtDnN5wDoGbziE7IwfXTkTg2skIOUqq5bBmqGppouiqEhEREZXajathSE5KQXLSNdy4FoYcrvRLpHIYfOJqd0SkZvSM9OD7igea9myMU2vPInj7ReRm5+LCvqsyR1STzk7wHuKOKuZGiq4qERER0TP5tfOVQafU1DTs23UAo8a/InMRE5Hq0FR0BZRltbv5i77H7HkzFF0VIqIyY1TVAO3GtcTYhUNkwEksIpGXkyeDUQvHrsKhv04iPSmDR5yIiIiUmr6+XmGScTEC6tihE4quEhE9JwafiIjUnEn1Kug8uTVGLxgEp1Z2cltOZg4C1ofgjzErcXzFGWSlZSm6mkREREQlcmzogPr2tvJ60Olg7Niyi0eLSIUw+EREVEmY166Knh92wMif+sPOs47cJoJOx5YHyiDU6Q0hyM7MUXQ1iYiIiJ6goaGB9p3bQkdHR96+cT0ceXl5PFJEKoLBJyKiSqamnQX6zeiKYfN6w8alltwmpt8dXHQSf45biWD/i3IpYyIiIiJlYmJqAp/WLeT1zIxMRN68regqEVEpMeE4EVElVbuhJQbP7YGbwXdwZEkA7l2NQUpsGvb8ckROyfMZ3gwNW9tDU4vnKYiIiEg5NG3uhvv3YuDWzBVWtS0VXR0iKiX+oiAiquRD2G2bWmPEd33RZ3onWNQ1k9sT7yXB/9sD+PvNdbh6LAz5+fmKrioRERERNDU1YWpmivCwCB4NIhXCkU8A/DfvhP+WXZwzTESVOgjl4F0Pdp51cfnwDRxdFigDULG34rF5zh5YOlSH7ysesHW3lvclIiIiUpSY6Ac8+EQqhsEnAN16d5ElLjYOUyZOVXSbEBEpjJhi59zWAQ386uP8nis4vjIIKbGpuHctBus+84d1I0v4jfSEdWMrthIREREpRO8BPXjkiVQMp90REdETtLS14NrVGWMXDkGbsd4wMNGX229fuIeVH27B2k+3y4AUERERERHRs3DkExERlUhHTxsefZvAtbMTzmw5j9MbQpCZmoWIoNuyOHjbyul4FnXNeRSJiIioQgScCJSXnt7NecSJVARHPhER0TPpGurCe4g7xi0aCq9BbjIoJVw7EYHFk9Zi2zf7EB+VyCNJRERE5S7y5m1ZiEh1cOQTERGVmoGxPlq96oVmvVxwau1ZBG+/iNycPFw6eF0mKnfp2ADeQ5vxiBIREVG56T+kD48ukYrhyCciInpuRmaGaDfeB2P/HIomnZ2goamB/Lx8nNt1GX+OXYngjReRGp/GI0tERERERAw+ERHRizOpXgWdJ7fGmN8Hy1XyoAE5Eura4QgsHLMShxafQnpSBg8xERERlZmzgSGyEJHq4MgnIiJ6aWa1TNH9/XZ47ZeBcGhZT27LzsxBwLpg/DF6BY4tD0RmaiaPNBEREb20q5euyUJEqoM5n4iIqMyIVe/6fNIJZ/edR9jhSIQF3kJWejaOrziDoK3n4dnPFU17NYauvg6POhEREb2Qwa8M4JEjUjEMPgHw37wT/lt2IS8vT9HtQUSkFsxsTNF/VmPcuXgPR5edxq2QKGQkZ+LwPwEI3BwKr4FucOvmDG1dfg0REREREak7TrsD0K13F8xf9D1mz5uh6PYgIlIrtZ0tMXhOTwya0wO1nGrKbWkJ6Tiw8AQWjl2FYP+LyM3OVXQ1iYiISIWEhlyQhYhUB4NPRERU7uq61saweb3Rf1ZX1LSzkNtSYlOx55cjWDRhNc7vuYK8XI4+JSIiomc7H3JBFiJSHZzvQEREFUJDQwP1m9dBvWY2uHYiAseWncaDm/FIjE7Gjh8O4uTas/AZ1hwN/OpDU4vnRoiIiKh4g4b356EhUjHs3RMRUYUHoRxb1sOrPw9Ajw/ay5XyhPg7idj2zT7889Y6XDkahvy8fLYMERERPUFLS0sWIlIdHPlEREQKIUY3NWxjL0c6Xdh/FSdWBslRUGI01Ja5e1C9XjX4jmgOO6+6MmBFREREJFy6cEVeNmzUgAeESEUw+ERERAoPQrl0dIJzGweE7r2Ck6uCkPwgFTHhsdj4xS5YOlaH7/DmsG1mwyAUERERIfhMiDwKDD4RqQ4Gn4iISClo6WjBraszGndogHM7L+HkmrNIjUvDvasxWDdjB2o1rAnfVzxk8nIiIiKqvPoO6q3oKhDRc2LwiYiIlIq2jhbcezaGSycnBPtfRMDas0hLzEDUpWis+XgbbFxqyel41o2tFF1VIiIiUgB9fT0edyIVw4TjRESklHT0tOHRtwnGLRqGVq96Qt+4oKMZGRqFlR9uwZrp23Hn0j1FV5OIiIgq2PWrN2QhItWhVsGnu1F38fq4N9CiWUuMHjkGt2/fUXSViIjoJeka6MBrUFOM/2sYfIY3h56Rrtx+8+xtrHh/M9Z95o+7V+7zOBMREVUSp0+ekYWIVIdaBZ9WrliF/gP7Y/P2jbCzt8Pc2V8qukpERFRG9Ax10XJYM4xfNAzeQ9xlUEoIPxOJZe9uxPqZO3DvWgyPN1Vau3ftwaB+g9Hapy3GvDoWFy9ceur9b928hRnTZ6Jbpx6yfPrxZ4i+F11h9SUielE9+3WXhYhUR4UHny5fuoyjh48iNze32P0Z6Rk4ExiE8+cvIC8v77me+933p6BDp/aoaVkTtWrXgoGBfhnVmoiIlIWYficSj4uRUF6D3KCjX5C+MOz0LSx9ZwM2fr4T0TceKLqaRBXq8KEjeGP8JHTp1gULFv6KGjVrYsjAoXJUeEnGj5kAO/v6+Oa7rzH36/8h7EYYBvcfgpSUlAqtOxHR86pSxUgWIlIdFZZwfPtWf/yx4A/cuX0HDx7E4sLVUBgZGT3RcZr8xtswr2aO1NRUuX/xkkWoa1tX7p8+7VNs3rTliefu3acXZs/9Ql6f+eksrFqxGmZmZlizcXUF/XVERFTRDEz00epVLzTv0wSnN5zD2a3nkZ2Zg+unbsri4G2LlsObo0a9amwcUnvzf5wvA0+jx74mb8/5ajYOHTiIv//6B9Omf1TsY7bv2gYtLa3C29//9B083Vvg1IlTaN+xfYXVnYjoeUWE3ZSXtvULficSkfKrsOBT1J0ozPxiJu7fv48JYyY+sT8xMQlvvTEZI199Be9NfRc5OTl47ZXRmDL5PWzYsk7e55PPPsYHH33wxGN1dQumXggfffwh3nx7kgx2vTv5XazduKac/zIiIlIkQ1MDtH7NC837NsHp9cE4u/0icjJzcO1EhCyOPvXQclhzVLc1Z0ORWsrKykLQmbP435cFJ+IEDQ0N+LX2w6mTASU+7tHAk5Cdky0vtXX+61cRESmjE0dPyUsGn4hUR4UFn8ZNHCsvd+3cXez+Pbv2IC01rfB+2tramPjGBAwf8oocBl7frj4MDAxkKcmP3/+EV14dAQsLC1haWSIuLv6pdUpPS0d6enrh7YT4hBf864iISNGMqhqgzRhvNO/rioD1wQjxv4icrFxcPRaOq8fD0cC3PloObQaLugxCkXp5EPNAnrSrXr16ke2iP3T43pFSP8/Xc7+BlZUVPL08nno/9p+ISNG69uys6CoQkbIGn57l4oWLqFO3DkxMTAq3NXZp/O++SzL49Cz29vbo2rE7EhISULduXcz56n9Pvf/Obbuxae3WJ7ZHht1FUmwqykNebh4irkaWy3NT2WAbKT+2kfJTdBvVb20DK7fquLwvDGEnbiEvJw9XjoThytEwWLtawbmTPUytjFFZKbp9VJWtow2UUV5+vrzU0i7ardPW0UZuXvE5Nh83/8dfsGvHbixftfSpJ/oU0X/i/6vyYxspP3Vto4SYJKgLdW0jdcI2erm+k9IEn8S0u6pVqxbZZmJqAk1NTSQmJpbqObr37CZLdnY2dEoxZLxLj05o3d6vyMinWdPmwKa+lcw7VR7EB4qydl6pANtI+bGNlJ+ytFFDDwckP0jFqbVncW7nJeTm5OF28F1ZxEgo76HNKuV0PGVpHyob5uZmcppdfFxcke3xcfEwN3/2//fvv/2B+T/9gj8X/4FmHs2Urv/E/1flxzZSfurWRrcj78hLa5vaUBfq1kbqiG30cpQm+CTyNmVkZDyRw0CseKfzSE6n0ihN4EkwMDSQhYiI1JexhRE6vO4Lr4FuOLU2GOd2XUZudq4cBSWKo099tBzmjuq2TExOqsnQ0BAOjg4IPH0Gffr1KdwecOo03Jq6PvWxCxf8ie/mfS8DT76tfEv1euw/EZGiHTlwTF4OHTlI0VUholLShJKwtq6N6Hv3imx7uDywtbV1ub62/+adeHPMFEx/f1a5vg4RESmOsUUVGYQa9+dQuPdsDC2dgmTLV4+F4e9J67B5zh7ERMSyiUgliZyXmzZsxtmgYOTn52P1ytW4euUqhr8yrPA+33/7A/r27F94e9HCv/DtN9/JwJNfq/9GMhERKbuOXdrJQkSqQ2lGPokVWb756lucOX2mcMi3SE5epUoVuLs3LdfX7ta7iyxxsXGYMnFqub4WEREpfiRU+4k+BSOh1gUjZMclORJKBKFEEavjiel4NepxJBSpVvDp3t17GDZouJyCZ2hogO9/+hYuTVwK75OUmCRXHRYyMzPxxczZ0NPXwwdTPizyXFPefxuDhw6u8L+BiKi0LGpY8GARqZgKCz7duB6Gu1FRuHzpsrx98vhJ6Onpwbmxs8xH0MS1CXr06oG335qCd959WyYNF8PAp370AfQN9CuqmkREVElUqWaE9hN84DXATa6OF+z/MAgVLotDy3rwHuKOmnbs4JJq+OCj9/H2u5ORnJwMMzMzmTfzUVPefwevv/m6vC76YCdOF0xbeZzIuUlEpMyi70bLy5pWNRVdFSJStuDT0SNHsXvnbnndx7cl/vpzsbz+/ofvFybDFGfolv6zDDt37IKeri5++Ok7dO3etdzrJqbd+W/ZJfNLERFR5QtCtRvvA8/+BUEoMRIqJysX146Hy2LnWRfeQ91h5VhD0VUleiZdXV1Uq1b8qD2xovAjiwrDqpYVjygRqaT9ew7JS+Z8IlIdFRZ8evW1kbI8K1H46LGvyVKROO2OiIgKg1BiJNS6EITsuCiDUDcCbspSr5mNHAlV29mSB4uIiEiB2nZoxeNPpGKUJucTERGRMqhiLoJQLWVOqNMbzyF4+wVkZ+Qg/EykLHVca6Hl0Gawcaml6KoSERFVSpa1eCKISNUw+MRpd0REVAwjM0O0Gd0Cnv1dcWZzKIK2nEdWejZuhUTJYt3IUiYmr+tWWyZ4JiIioooR+yBOXlazKEjfQkTKr2gmykpKTLubv+h7zJ43Q9FVISIiJWNoagC/kZ6YsHg4Wg5vBj0jXbn99oV7WDt9O5a/t0lOyxPL2xMREVH52+2/VxYiUh0c+URERFQK+sZ68BnWHM37NMHZbRcQuPEc0pMycPfKfWyYtVOuitdicFM4eNeDhiZHQhEREZUX39YteXCJVAyDT0RERM9Bz1AXLQY1hXvPxgj2v4jTG0KQlpCO6BsPsHnOHlSzqQqvQU3h1MoOWtpaPLZERERlzKauNY8pkYph8Ik5n4iI6AXoGujIfFBNezTCuV2X5Ap5KbGpiI1MgP+3B3BsWSA8+rvCpWMDaOvy65aIiKisJCYkyUvTqiY8qEQqgjmfmPOJiIhego6eNpr1csG4RUPReXJrVK1V0BFOjE7G3l+P4o/RKxGwPkQmKyciIqKX579lpyxEpDp4KpaIiKgsvlB1tNCksxMad3DElaNhOLnmLB5ExCE1Pg2H/jqJU2vOwr13Yzldz8BYn8eciIjoBbXw8eSxI1IxDD4RERGVIU0tTTRsbQ8nPzvcOH0TJ1eflUnJM1IycXz5GZzecA5uXRuied8mqGJuxGNPRET0nOrZ2fKYEakYBp+Y84mIiMqBWPHO3ssWdp51cetclAxC3Qq5g+z0bBmACtp6QY6S8ujnCrNapmwDIiKiUkpLTZOXhkaGPGZEKoLBp39zPokSFxuHKROnKrpNiIhIjWhoaKCua21Zoi5Hy+l310/dRG52LkJ2XELIzktwbFkfXgPdYOlQXdHVJSIiUnqb12+Tl0NHDlJ0VYiolBh8IiIiqiC1nGqi72ddEBMRi1Nrg3H58A3k5+Xj6rEwWeq41oLnADfYNrWWQSsiIiJ6UnNPdx4WIhXD4BMREVEFq25bDT0+aA+/kZ4I3HQOobsuIzszB7dComSpYWcBz/6uaOBbX+aQIiIiov84ONnzcBCpGPZoiYiIFMS0pjHaT/DB+MXD0HJ4MxiYFKyCd//GA2z7eh/+HLcKQdvOIzsjm21ERET0r6zMLFmISHUw+ERERKRghqYG8BnWXAahRDDKpEYVuT0xOhn7fjuG319bgeMrzyA9KUPRVSUiIlK49as3yUJEqoPT7rjaHRERKQldfR2492oM124NceVIGE6tC8aDiDgZdDq2LFDmiRIr5DXv3QRmtblCHhERVU6u7k0UXQUiek4MPnG1OyIiUjJa2lpwbuuAhm3sEX4mEgHrghEZehc5mTkI3n4Rwf4XYe9li+Z9XWDdyIrJyYmIqFJxbuyk6CoQ0XNi8ImIiEhJiRXv6jevI8vdq/cRuPEcrhwNkyvkXT8ZIYulQ3U079MEjr71ZNCKiIhI3eXl5clLTU1mkSFSFXy3EhERqQArxxro+WEHjFs0FM37NoGugY7cfu9aDLZ9sw8Lx67C6Q0hyEzNVHRViYiIytXqZetkISLVwZFPREREKsS0hjHajvVGy2HNELrrMs5sDkVSTAqSY1JwcNFJHF9xBi6dndCsl4tcTY+IiEjdNHJpqOgqENFzYvCJiIhIBekZ6soRUCJB+dXj4QjccE5OzctKz8aZTaEI2nIeDt710KxXY9RuZMm8UEREpDaaNHVRdBWI6Dkx+ERERKTCNLU04eRnhwa+9XHnUjQCN4Tg2skImRfq6rEwWarXqwb3no1lAnMdPX71ExEREVHFYg8UgP/mnfDfsqswcR0REZEqJie3draUJf5uIoI2n8f5vVfkSKiY8Fjs+ukQDi0+iSadG6K6s5miq0tERPTC1ixfLy8HDe/Po0ikIhh8AtCtdxdZ4mLjMGXiVEW3CRlMFWkAACqgSURBVBER0UsxszJF+4k+8B3pgQv7riJo63nE30lERnImAtYFAxrAVe8IORrKxsWKU/KIiEil2DvUV3QViOg5MfhERESkxnmhRICpafdGiDh7WwahwgJvAfnAtePhsljYmsv7OIspefoFK+gREREpM3fPpoquAhE9JwafiIiI1JyGpgbqNbORJT4qEYeWnsTNwChkpWXhQUQcdv98GIcXn0Ljjg3g1tUZZrVNFV1lIiIiIlIjDD4RERFVIma1TOHW1xndJreTU/LObjuP2MgEZKRkInDjOVnquNaSQSj7FrbQ0tFSdJWJiIiK2Lhms7zsO6g3jwyRimDwiYiIqBLSNdBB0x6N4NbdGTeD7+Ds1vO4cfqWXCXvVkiULIZVDeDSqYFMUl7V0kTRVSYiIpJqWdfikSBSMQw+ERERVfJV8mybWsuS/CAF53Zfxrmdl5ESm4q0hHScWhOMU2uD5X5XMRrKqy40tTQVXW0iIqrEvFp6KLoKRPScGHwiIiIiydiiCnyGNYf3YHeEnb6F4B0XEX4mUiYojwi6LUuVaoZw6eiEJp2dYFLDmEeOiIiIiJ6JwSciIiIqQoxsEvmeREmMTsa5XZcQuvsKUuPTkBKbhhOrgnByzVmZwFwkKbfzrAtt5oYiIqIKsnWDv7zs2a8bjzmRimDwCYD/5p3w37ILeXl5im4PIiIipWJa0xh+Iz3RclgzXD91EyE7LuHm2dsyN5QYHSWKvrEenNs4oHEHR9Sws5BT+YiIiMqLeTUzHlwiFcPgE4BuvbvIEhcbhykTpyq6TYiIiJSOlrYWGvjUlyU+KhHndl3Ghf1XkRqXhozkTARtPS+Lha05XDo0QMO2DjCqaqDoahMRkRryae2t6CoQ0XNi8ImIiIiei1ktU7R+zQt+Iz0QcfY2zu+5gusnI5Cbk4cHEXE48OcJHFp8CvU96sjRUPWb14EWp+URERERVVoMPhEREdEL54YSgSVR0pMzcOnQdVzYexX3rsUgLzdPBqREMTDRh3NbBzRq74ga9atxWh4REb2UHVt3y8uuPTvxSBKpCAafiIiI6KUZGOvDvUdjWWIi4nB+7xVcPHANaQnpSE/KwJnNobJUs6kKp1b2aNjaHma1TXnkiYjouRkaclo3kaph8ImIiIjKVHVbc7Qd641WozwREXQboXuu4EbATeTl5CE2MgHHlgfKUtPeQgainFrZwaR6FbYCERGVSuv2fjxSRCqGwSciIiIqtyTldp51ZUlLTMfV4+G4fOg6Is/fBfKB6OsPZDn010lYN7KUgagGfvVhaMoz2kRERETqhMEnIiIiKncioOTW1VmW5AepuHLkBi4dvo57V2Pk/tsX7smy7/djqOtWGw1b2cOhpS30jPTYOkREVMTeHfvlZYeu7XhkiFQEg09ERERUoYwtjNC8bxNZ4qMScfnwDZmsPPZWPPLz8uVUPVF2z9dEHbfacPCuB3uvujAyM2RLERERoKHBo0CkYhh8IiIiIoUxq2UK7yHussRExMog1OVDN5AYnYzcnDyEB0bKsns+UMupJhy8bWUwSjyOiIgqpw5d2iq6CkT0nNQy+JScnIyQsyFo7tEc+gb6iq4OERERlUJ122qy+I30xN0r92WOqGsnwpEQlSRzREVdipbl0F+nYFHXDPYtCgJRInG5Bs+CExERESkttQw+zfrsc+zZvRebt22EbT1bRVeHiIiInoMIJIlRTqK0fs1LrpB37Xg4rp+MwL1rBTmiHtyMl+Xk6rNyGl9BIMoW1o2tZKJzIiJSXwf3HpaXbTq0UnRViKiyBp+WL10BH18fBJ05q+iqEBERURkEoizqmMkipuYlxaTg+qkIXDsegcjQKJkjSiQwP7vtgixi1byhX/fmcSciUmMZGZmKrgIRKXPwKTLyNtauXosHMQ8w4/PPoKf35Ao2B/YdwLGjx+W+rj26onHjRoX7rl29huh70U88pqZlTTg4OuDqlau4du06Zn7+GX7+cX65/z1ERERUsUyqV4F7j8ayZCRn4sbpm7h2IgIRZyKRnZmDOq612SRERGquS4+Oiq4CESlr8Gn6tE9x6OBhODV0wp5de/DJZx8/EXya88VcrF61Bq+MHIHExET07dEPP/z8Pbr37Cb37993AIcPFgyxfFSrNq1Qp24d+RoTXh+Po4ePIiM9HWcCg1CjZg0YGnJ1HCIiInWjb6yHRu0cZRGBp5vBt2FRx1zR1SIiIiIiRQWfhgwfgs//N0vmYhLBp8fduB6Ghb//iT8X/4H2HdvLbUZVjDDj05no3LUTtLW1ZWBJlOKIEVE6Ojr468/F8nZ8fAJWLFsJzxaeDD4RERGpOR09bdh7Mc8jEVFlcPTgcXnp26aloqtCRMoWfHp0+lxx9u/dDxNTE7Rp16ZwW99+fbDgl9/lynXNPJo99fFi6t3y1csKb7dr1QHf/vANbGysS3xMelo60tPTC28nxCeU8q8hIiIiIiIiRUiIT+SBJ1IxSpNwPDw8HFZWVtDS+m+FGps6NvIyIuLmM4NPj2vW3B0GBgZPvc/Obbuxae3WJ7ZHht1FUmwqykNebh4irkaWy3NT2WAbKT+2kfJjGyk3ts+LsXUs6JcQEZFi9ejblU1ApGK0lWnFgipVjIpsE7maRDDq0dFJpfXNd18/8z5denRC6/Z+RUY+zZo2Bzb1rWBerXxyRojAEzuvyo1tpPzYRsqPbaTc2D5EREREVCmDT8bGVZCUlFxkW3JyMnJzc+W+8mBgaCALERERERERqYaTxwLkZQsfT0VXhYhULfjk4OiANavWyhFQ+voFq+Bdu3r9332O5fra/pt3wn/LLuTl5ZXr6xAREREREdHLuRcVzUNIpGI0oSQ6de6IvPw8rF29tnDbkr+XwN7BHs6NGpbra3fr3QXzF32P2fNmlOvrEBERERER0cvpM7CnLESkOips5NPWzdtw4vgJ3L59R97+fMYXMp/TyFGvwKmhE2rUrIEv/jcLn30yEwf3H0RCQiJuXL+BxUv/qqgqEhERERERERGRqgafLK1qwrmRsyxilNNDxibGhdcHDRkEb5+WOH3qNHR1deHXyhemVU3LvW6cdkdERERERKQaAk8FycvmXu6KrgoRKVvwycPTQ5ZnsbGxlqUiiWl3osTFxmHKxKkV+tpEREREZSEjPQN79+xDdHS0TFvQqrUfNDQ0yvwxRESKFn4jQl4y+ESkOpQm4TgRERERvZjY2FgM6jcEOjo6aOruhj8WLIRLExf8/udvMs1BWT2GiEgZDBzWT9FVIKLnxOATp90RERGRivvum++hqamJTVs3QN9AH7du3kKHtp2wacNm9B/Yr8weQ0RERKTSq90pEle7IyIiIlW2Y/tO9OnbSwaRhDp168DX1wf+2/zL9DFERMogJOicLESkOjjy6RG5ubnyMiE+odwOeGJikswtRcqLbaT82EbKj22k3Ng+L04shKJsU9LE9Lm4uDjUt6tfZLu4vWf33jJ7zEPpaelIT08vvB33IK5c+0/8f1V+bCPlp25tFHQ6WF7a1K3YXMHlSd3aSB2xjV6u78Tg0yOSk5Ll5axpc17wsBIREZE6+37B1zCvZg5lkpaaJi+Njf9bQVgwMTFBampqmT3moZ3bdmPT2q1PbGf/iYgq2sG9h3nQiVSk78Tg0yOs61hjxtyP8c3sH/C/b2cWe+Cmvz8Ls+fNKNX2x7eJM4KiYyZeo6pZVShCSfWviOcp7WNKc7+n3UeV26is2kfRbfQi7VPSPraR8rRRabfzfaTcbaTo9nm8PhX9PM/zmOLuK87eKRsDQwN5mZKSUmR7cnIyDA0Ny+wxD3Xp0Qmt2/sV3s7KysKMD2dj9ryZ0NJ6MqMD/1+ffhzK8/+1MvSdiqtTRT4P+7fld2zL6nnYRuVzXMvyudi/Ve82eth3YvDpEbq6uqhvX18OCSvprKZIzFncvuK2l3Rf8cWsqLOmJdWpIp6ntI8pzf2edh9VbqOyah9Ft9GLtE9J+9hGytNGz7ud7yPlbiN+F1XsZ3J5srCwgImpCSIibhbZLm7Xq1+vzB7zaODqYfDqIbFiXvUaFsXen/+vTz8OZfWYivpMUbbP/KfVqSKeh/3b8ju2ZfU8bKPyOa5l+Vzs31aONmLC8WJ069X5ufcVt/1pz6MoZVWnF3me0j6mNPdT1zYqy/ooso1epH1K2sc2Up42et7tilKZ30eVrY3Ks31e9PkVpVPnjtiyaSuys7Pl7Xt37+HIoSPo0vW/v+HYkWNY+s+y53pMafH/9eWOUVk8pqI+U5TxfaEKnymVuX8rsI3K53iUFfadyveYlIVuatC/1cjPz89/7lemFyISyE2ZOFUp80VQAbaR8mMbKT+2kXJj+6gnETjq33sALK2s0NyzGXb674KVlRWWrvxHjkoSZn32OXbv2oNjp46U+jGKxv9X5cc2Un5sI+XHNlJ+bKOXx2l3FcjAwAB9BvaUl6Sc2EbKj22k/NhGyo3to54srSzhv8cf27ZsQ3R0NN6b+i66de8Kbe3/unq+fj6oUbPGcz1G0fj/qvzYRsqPbaT82EbKj2308jjyiYiIiIiIiIiIyg1zPhERERERERERUblh8ImIiIiIiIiIiMoNg09ERERERERERFRuGHwiIiIiIiIiIqJyw+CTknjw4AGmvPUuevfoix+++xF5eXmKrhI9xsfLD471ndCjSy8eGyUk3jN///UP+vUagJHDR+H40eOKrhI9Jj8/H3/9uRh9evTDmFfHIiQ4hMdISW3dvA0uTk1w6mSAoqtCVKKcnBx8Pfcb2Xd6f8oHSExI5NFSMu9Ofk/2nUSJj4tXdHWoGIcOHsaIIa9gQJ+BWPr3Uh4jJXTwwCEMGzQcg/oPwaYNmxRdHSpBRHgEPN1b4Ocf5vMYlYDBJyUxZfJ7qF6jOmbM+kz+aF6+dIWiq0SP2X94L7bv3IqsrCweGyW0acNm3Iy4iU8++xjde3TFuNETkJqaquhq0SN2bN+BmJgYzJo9A+07tseYUeN4fJRQ5K1IHNh3AE1cm/BECCm133/7A6HnQjHz8xkwMjLCxx9NV3SV6DFfffslzl0MgbmZOfKRz+OjZCIjb2PxosWY+MYEvPXOW5j/8684duSYoqtFj7h/PwarVqzC5CmT8cabr2P2rP/h2tVrPEZKRvw+/HLOV+jVuydycnMUXR2lxeBTGbpz5w5uXA976hk68eP48TM/4gdycNBZfPDR+3Bv1hTvvPs2/LftKMuqEYDMzEwcOXwEZ4OCn9qG4j7Xr994Yp+enh50dHR4LMtRbm6u/EIVX7QlSU5ORnhYODIyMots79WnJ2Z8/hmaNXfHoCGDYGBogJycXLZXGctIz8CVy1eeOsIgLi5OftaJz7xHde7aGR9OmwpXN1d06Nge+Xn5DG6Ug+vXrmPfnn1ISkoqsYMUeDoQJ0+cQnp6epF92dnZ+GruN/K9RFQRRJ9IfKY87cRO1J0oWR63a8cuTHl/Cpq6u2HaJx/h4P6D8nuEytaZwCAZkC5JYmKSPHEafDbkieMv+k36+npsknJ26+Yt+b1bEvH+EqMyRFs9qlYtK/y9dDF8W/midZtW8r2UkZHB9iqHkd/it8XdqLsl3ictLU32bx//Xq5WzRwLFv6GFt5e8PFtieo1aiArK5ttVA6zkPbv3S/fSyW5eOESjh4+Kk+kPu67ed9j4hsTYWpqyrZ5CgafyoD/Nn8MHjAU7Vt1xOABQ4q9z97d++Dl7o3+vQfAq5k3JoydWPjhEnM/BtWrVy8MbFjbWCM6Orosqkb/Bp3m/u9LtG7ZFu+8+S7mfTWv2OPyxczZsg1/+PYn9O3RF+PHTOQopwoifiTP//EXtPZpi+6de+K3+b8VO61u5qez0KyJB4YMHAZ3l2ZY8veSwv3a2tqF17//9gcMGz4UpqYmFfUnqD3xw0+cbWvl0wZdOnTDDv+dT9xHBNLFiLMWzVrKz7oWzVsW+cGipaWFw4eOoK1vO7Rv0xFfzJkFTU1+DZUVcbZaDMl/ZeirclSZ+KHxuPPnL6CVdxt8MGUqZkyfgZYevjh+7ETh/h+/+wnjJoyBaVV2nqh8iWm3kye9LT9TOrfvilu3Ip+4T9iNMPl506ldF3Ru30VeF9seuh8dA2vr2vK6voG+/MyPjY1j05WRlctXoX3rjpg04U2MfW18sffZsnkrWnr4yH7WG+PfkG0lTuRRxVizei16d+8jj/vEcW8Ue591a9ajmauH/H7wcPPE1Pc+LDw5JL6XH51+l5qahjbt2rD5yoj4rbdwwZ9o59ce3Tv3wFdzvy72ft998z2aujST/dumjZsVmbYl2kgEDdu16iDb0dfPB40aO7ONyogI2r71xmT06NxLvod27tj1xH3E8e/feyBeGToS877+Dr4tWuHP3/8s3C+CVpaWlnBr6sp2eQb2+svAsaPH8faUyXj3gynF7hdfwpNef1MOaQ0MOY2jp47IyOmcL+bK/cYmxkhKTi68v7huYsIfzWVFjJCpWrUqtu/eWuIXqpgOtPSfZVi7cTXWb16LXft2IjAgEAsXLCyzelDJxI9k8QW9at1KNHByLPY+/yxegg3rN2Lrjs04deYEvv/5O8yYPqtIThpxZkkESHKyc0p8P9KLORdyDjVr1sSuvTugo1v8CEBx7K9fvYYTgcfkZ91ro1/F6+Mn4d7de4X3EaM7//jrd8z9ag7+98Vc5mgpQ2LE4JT33sHSVf8FZR8P4E5+4220aOmFA0f3y8+5Pv16ywCAGNEmzoz/9ssCDOw3WOZnOXH8JEYOe1WOBiUqayLo2a59WyxesqjE/9fXx7+BOnXrIPhCEIJCz8iTc2Lbw7yYj/efklNS2H8qQynJKfj9z9/w3tR3i90vPts/eHeqHLm/dccWHDp+UI7S+Oj9aWVZDSqBGGUWcDIAM7+YiVdeHVHsfS6cvyiDTZ/PnoWAoJPYvX8n9u3Zj19/LnqSb/tWfyxZvES296MBKXo54j0iBhQs+udPeLXwKvY+mzduxu8L/sCK1ctl/3bx0r/w0w8/FwmCVKliJPtOC/74FUcOH5Xfz1Q27t+/L0fjHz5xECYlnLSeO3suEhMTcfDYfmzatgE//fKj7MOKad/CLz//hjmz58q+04/f/yRPqH/79XdsomIw+FQG/vflbLT08S5x//o1G1DFqArGjB8tb9eoUR2jRr+K9Ws3yFE51apVQxUjIzmMT9iwdoOcOkRlQ5wJfX3SRHmcS2yjdRvR0tcbLk1c5O1atWuhV99ecjuVP5FbRnReH57BLs6KZSvRp29vNHBqIG937tJJTt9auXylvC3eS2+98bbMnTZ12gdstjLWpVsXjJs4FmbmZsXuF8HDjes3Ycz4MYXvtfGvj4eevp4MGj48Qy6G8zs4OsCvtR/ycvMQH88EtGWlb/8+8G7ZosT9YsqxGDUy4fX/RjCI67EPYnHo0GHo6uriwtXzMj+LKKKjLDrMPr4+ZVZHoofE93Kffn3k/11xxNTQK5ev4r0PpsiRrWJ0uAiuim1nAs8UBrM3rS9Ivrt71x7UqVOHU7zKkPjMt3ewL3H/tq3bZfsNGzFU3hZtNHrcaBw9cgzR9ziCv7yJING877+RU+VKInIFiTYU3w+CbT1bDBwyQI5qe0iM4Ni+dTt+W/grDA0Ny73elUm9+vUwfcYnqG9Xv8T7LF+2Eh07dSz87Se+x/1a+cp+78PPwgvnL8De3g5e3l6wqWPz1CmW9Hw8PD3Qu2/vEr+LRDqCLZu2Yvgrw2BsbFz4G6RePVts+Pd34sq1ywv7TpMmvyG/395+dzKbohgMPlWA0NDzaOLqUmR6SbPmzeTc3oc5oj6f8znefH0yPJp6yWj2hDcmVETV6F+XLl5CQ+eGRY6Hc6OGRXILiVUmxLBmkZNIRLbFSByqGCKwIfLYuDUt2sESX9Sh587L66tWrMbunbuxeuUaOTRZlOJyd1H5EO8LEVhye6QTLH6INGnigvP/tpGNjY1cjVAMV/b18kXvfr1kR5gq7nNOfA89DOAKllaWcqSC2CeI3CwPi6amhmxDTo0kRRCf7QYGBkX+X8VUE319/cLPfZEgWUwBFn2naR98jJlfMFdZRbp08TLs7e2L/Ghr1MhZjkK+fPmKvC1WcBZ9pnv37smp2GIKH1Uc8V55fCqQ+A1y9+5dmbdG5Fub/fkcXLxwUU5rFX0ncXKcKs75YtvIvbDvVNe2rhxlI1IauDV2R052Nnr27sEmqiA3b96Sv9kf/53YsJGz/AwUxGfgw76TtpY2tLS1iqQDof/wqFSAhPh4+aPrUWZmVeVlfFxBboJWrf0QGBIgz0DXtKxZEdWix3IOial5RdvITHagkpOToK9fHX8vW4y8vP9WatHR4dunoojk1qItHr5vHm2jhwn8xagoH7+iIzRsbKwrrI6VXXx8grx8vI2qmlVFzP0H8ro4O3vo2AFERUWhWjULjlBQwOecmNL9eDCpqpkZkh5LQiuIzzxOvyBFSYhPeOLz5PHPfTFadt+hPXKUjUV1C/6/KqTvZPrEZ77c9+9nypuTJ8kkvA9pafG8d0X/BhHvmeJ/g8TLE0B7D+0psr+6hUWF1rEyE6P2RWDj8TYS38tiZLjo+4q8wKvXrcT96Psytx1Ts1Ssh59lj3/WifeRGKTwuDfeel22GxWPv54rgJaWNrKyi65K8HBVF+1HVk8TEVIGnhRDV0f3idUlHt4W++RlCcMxqfyJMwhCce8j7X+DgCJBMpMkK472vzkisrOebKNHA7UaGhqoXbvk6ZVUfnR1dJCeUfRz7uFnXXF5vLi6Jyn6c//xz/zHP/cfYt9JcZ8pyUn/5dwS0tMLVkp7+Jki+rYcAaA4WtraTyyek5X5728QbW25krOYzkWK8fAEj5ja9SjRZmKf6DM9VKNmjQqvH4nffzpFPtseEreL6zvxpN3T8fRDBRDLmIpkZo8S0euH+0jxrOtYF0mKLIjlUEUyUwY0FM/c3FzmDnr4vnlIvK+s+B5SCg/b4cnPuhi2kZKwrmODzIzMwlEjDzu4Ynnhx0fnEima6B+J0U+P/nAWowQSEhL4maJUfaeiS8ffjYqSl/xMUabfIEWXhRff0yKoIaZdk2KJAKAIKhXXvxX5Z0nxHn6WFfdZx8+558fgUwVo4dMCwUHBRVZ12r/vgFy1RSSNI8Vr3aYVDuw/KDu2ghguuWP7TrRu01rRVaN/zyJ4enni4P6DRVZ5OXTg8FMTLFPFJtW0srKS76OHRFBDrJLn3bLkBRmo4nh7t4Cunm6RFXTEd5EYrSamfhMpkxbeLeTn/MPFWITDh47Ile7E/zIpnugjRUTcxOVLBXlPBP/tO+RItIbOTgqtGxVo0bIFjh89XiSIKz73xYItTC6uHEQ/9tG+k3Bg30H2b5WEGITg2tS1SN9J5Es7HRAofz/S8+G0uzJw+/YdpKakIOZ+DHJzcmXyvoc/xsRUrd59euGP3xbijQmTMGnyJNy4dh1L/l6Kr+Z9WRYvT6Vw7MgxmQxZRK3j4uKxb88+mfekbfu2cv/oMa/JBItjR41D3/59cejgIdy4fh3zfviGx7cCiB8TImG1kJmZJc92i/eRSCwrEi0Kb095C0MHDsd3876Hr5+PXAVEBAtF21H5E1Ozbt28VXAjH3LpYNFGIveAGPUkzqJOef9tTP/4MzmtTqzsIpabtXewQ/ee3dhEFSAy8jauXr6Cu/+O4hQdI/G9JFYXFMvViw7U2++8hdmz/ie/s0Qg6odvf8LIUa/I/UQVKS4uTv5/3owo+FyJCItAbk4OLC0t5f+q+J8cMKg/pk/7FLPy8uR9Pvt4BgYOHsATdxXkwvmLst8kFiQQJ+VE30lo7tFctpFY6VksUT5x7OuYOGmiTGK96I+/8O0P33ChggoiVj0T/VuRH0j0iR7+BhGf+6KfO+KV4Vj69zJMnvQ2XhvzmlwpcvtWf/y1ZFFFVbHSu3rlqnz/pKWmQkdbW7aRtrYO7OwLVsB7483X0bt7X3w+4wt06dZZrqwWeSsSv/4+v9Ifu4qQkpKCUydOyesiSCsWOBKfdSKPoAjSCtM++QivDB0pZ2I0atwI/yz+B04NG6BPv95so+ekkc+MWC/t4w8/QeDpgmV/H7Xo74WFHSQRIf3h2x/lKABTU1MMGTYEPXp1f/kXp1J5750PCpO7P6SppYU/F/9RZJTGXwsXIywsDJZWVnh11CsygEgV88EvVkF7nJ1dfbn070NiJchFfyzCvXvR8kt78juTC7+8qXydP38B705+74nt7Tu2w4fTphbe3rxpC9asXCMT0YrVCd95721Uq1aNzVMB9u/dj2VLlj+xfdDQQejStXPhbf9t/nJZ+pycXHnWTvzAfzSvBFFFWL1yNRYtXPzE9snvvFXYPxI/BBYuWIh9ew/I2+07tMW4ieOYg7GCLFzwJ04cP/HE9mnTP5LBjYdttHzpCpw+dRqGRobo26/PE4t/UPl5fdwbuHGjYOXsR23Ysg5VqlQpPDEhfoOIoIdF9WoYNXoU2rTlyP6K0rVjdzmK81HVq1tg+eplhbdDgkPw2y8LEHnrNurWrYM3Jr+Bxo0bVVgdK7M7d+7g02lPrpQqRju9PWVy4W3xG37l8tUyib8IQI0a82rhe4xKj8EnIiIiIiIiIiIqN8z5RERERERERERE5YbBJyIiIiIiIiIiKjcMPhERERERERERUblh8ImIiIiIiIiIiMoNg09ERERERERERFRuGHwiIiIiIiIiIqJyw+ATERERERERERGVGwafiIiIiIiIiIio3DD4RERERERERERE5YbBJyIiFfXr/N/gWN9JlgZ2DeHj6YsJYyfi6pWriq4aERERkdI5c/pMYd9JlOauHhjUbzD27dmn6KoRqT0Gn4iIVFRuTi6yMrNw7mIIQi4E45/lfyM+Lh6D+w9FbGysoqtHREREpFTy8vNk3+nPxQtl/2n7rm1o6NwQY0aNw7EjxxRdPSK1xuATEZGK09fXk8XewR7/+3I24uPj4b/VX9HVIiIiIlJKOjo6su9U07ImPpv1KWrUrIEVy1YqulpEao3BJyIqd8ePnZBDmzdv3IwBfQaiaeNmaOvbDsuXrij2fls2b0XvHn3h4tQEX839Wu5bs3otunbsjsYNmsC3RSvM+WIuMtIzijz+0MHDGDpwONwauaNVyzaY99W3yMzMLLJ/8IChaOLsBk/3FvjskxlIT08v3H/50mWMHjkGHk294N3cB5MnvY3bt++Uen9p6jlj+kwM6j8Ev/2yAK192qKhfSMEnw0p1XOXhm09W3l5+87zP5aIiIiUQ25uruwTLfj1d4wbPQEtmrWUfYRZn31epG/z6P3GvjZe9rH69x4o9wWeDsSwQcNlv0dML3vrjclP9C1uXA/Dm69Plv2i5m6eeOetKbgffb/I/kkT3pT7XBs1la9x6+atwv2JCYmYNvVj+Hj5wd2luXy9gFMBpd5fmnpu3+ov/8adO3ahW6ceso/1x4KFpXru0tDS0kKdOjbsOxGVMwafiKjc5eUWTA+b/fkcvP3uZOw5uAvjJo6TgRjRoXj8fiJoNO2Tj3DyzAm898G72LBuIz75cDpGjByOg8f24+t5X2LLpq34aOq0wsdu3bwNr70yGp4tPLB1x2YsX70M+vr62L93v9y/038nRo14DW5urti5xx9Llv+NM4FB+PD9jwqfQwy5rmZRDZu3bcRm/03o1LkTFv+5uNT7S1PP7OxsBJwMQGhIKP5e+hfOng+Cq1uTZz53ad2OvC0vraysnvuxREREpBzy8/ML+0St27TCtl1b8P2P32L7Nn/MnvW/J+73w7c/olv3rth/eC9Wrl2OiPAIDBs8Anb2drLfs3LtCkRH38fwwSMKg1fhYeHo07MvsrOzZL9ox57taNO2NZYtXS73iyBTv979kZScjJVrlmPH7u0wMTGRz/vwOT6fORvnQ89j8ZJFOHBkHyZPmYyFvy8qrN+z9pemnrl5Bf3DH779QY7wDjh7EmPGjX7mcz/Psb5zOwpWVpYv0WJE9Ez5RETl7MihI/l1a9XLX7ViVZHt773zfn7n9l2euN/OHbuK3M+3Rav8jz6YVmTblk1b5X1vXL9ReJ+333ynxDq08WmbP3TgsCLbzodeyLetXT//2tVr+enpGfL67l17in38s/aXtp7Tpn6c37iBS35qaupzPXdxfvr+Z/ncD0VH388fNeK1/EaOLvlRd6Ke67mIiIhIeWRnZ8vv+HfenFJk+9rV6/Lt6jjkx8TEFLnfzE9nFbnf+1M+yG/r1z4/Nze3cJvoG4jHrli2svA+ou+SmZlZbB1En8bVuWl+YmJikT5LM1eP/KX/LJO3+/bsn//5jC9K/Duetb809dy8aYv8GwNOBTzXcxdHPId4ruPHTsjboj/27dffyW27du5+ruciouej/ezwFBFR2Wjm0bzo7ebNsGnDZuTk5EBb+7+Po0aNGxVeT01NReStSHh4ehR5rKdXwe0rl6/AtKqpvM/bUyYX+7oiCXd4eARGvjayyPZGjZ1hZGSE0HPnZb6kwUMH4d3J76JHrx7wauGJlr4+qFGjuryvyAvwtP2lqWd9u/ryer369WBoaFh4n2c997OIoeiCnq4unBs3konHrWpx5BMREZGqa+bRrOjt5u6y33T92g1YWFgU23cSxHT+5h7NoKn530QX0TewsbGW+wQx7V/0OXR1dYt97aAzQfDy9pSjnR7ts7i6NkHouVB5e9iIofj4o08QGXkbfn4+aNGyBRwcHQrv/6z9palnSX/js577aUYOexUamhrQ0NBA3bp1Me/7b9Cpc8dSPZaIXgyn3RFRhdHU0Ch6W1NDDnXOy8srsv3RTtDDfeK+RR6rVfDxlZeXL5/j4Zz94uTk5shLkX/p0eV1RUlJSUFUVJTc/+U3c+V0PWvr2li/biN8vfzw7dffFT7P0/aXpp7F/X2lee5nEau1hF4KQejlc1i9bqXsmBIREZHqezQo8+htkargUbp6RfsWot/x+GPl47W0Cvssov9UUt9JyMnJxd7d+57oOx3YfxBRUXflfQYM6o99h/bC168lTp06jX69+mPk8FGFU+aetb809Syp//Ss536aRf/8KftPl69fxO79O+VzEVH5YvCJiCqMOMNW9PY5mSC7pDNugrGxMWrVssLZoOAi2x/edmzgIM/8iRxHp06eKvY5qlevLvd/OO0D2dF4tFy+cQkT35hQeN8mrk0wafIkLF3xD2Z/+QV+/nE+kpKSnrm/NPV8lme9dknEWUg9Pb1n3o+IiIhUS/DZov2K4OAQGawRI7afpkEDxyce++DBAzlK2/Hf0UEuLo1xOiBQJi0vjkuTxmjXod0TfaeL1y7gr3/+LLyfGKU0ctRIzP/tJ/jv3o7DBw/j8KEjpdpfmno+zbNe+1mr3YmRT0RUMRh8IqIK8+3X3yIkOESekdq2ZTvWr1tfJPBTEhGQWbVytUxOLh574fxFzPl8Djp37VQ4vHrKB+9g7ep1WLzobyQmJskVUJb8vQR7du+V+z/46H388vNvOHjgIPLyciH6GtevXcPHH34iE2qKTs6Ut97FuZBz8jXEiKiQsyGoVq2anJr3rP2lrWdxSvPcREREVPmI9ARiFWDRPxBT3b75ch769u+LGjVrPPVxEydNkFPzRMJy0a8QK9hNffdD2bfo/+8on9ffnIi7UXfx0QfTcO/uPWRkZOLAvgP4df5vcv+bkyfh5PET+Puvv5GWlgodHW3cu3sXv/3yG/y37yi4z+uT5UgocbJMLKpy6mSADOjUrl27VPtLU8+SPOu5iUi5MOcTEVWYiZMm4oN3P5Qrm1SpUkXmaBo4eMAzHzf8lWFIT0vDnNlz8ebrb8HYxFiu6PLJZx8X3mfQ4IFydbtff/4NX8ycDXNzM5k/qd+AfnJ/vwF9UcW4itz/1uuT5RkvB0d7vPraq6hrW1fep3XbVvj0kxm4cumKHIbe1N0N/yxfLK/Xtq791P2lrWdxSvPcREREVPmMnzgOy5euwMdTP0F2Tja6d++Gz/8385mPc2zgiD//XiiDOr/9sgBa2lpo4d0CS1ctKcw7Ke6zZsMqfPm/r9DKpw10tHXg3bIFPp05Xe4Xo6vWblwjn+PnH+YjKytLjjTq068P2rVvK+/z2uhX8cvPv2LypLfl/vr16+OnX36Ec6OGpdpfmnqW5FnPTUTKRUNkHVd0JYhIvR09fBQjho5EwNlTMom2mMNf3Px+sT0rK1sOgy6JGBr+rIBMSc//KPHRV9JQ66ftK83+p9VTJAkV9StpqmFpnvvR18jOznnq8SIiIiLVI/oL9nUd8dOvP6JX756F+S2L6yOIEUu6ujol9n1K0y8qTR/kWc/zsv2nl+kflrb/JO6XmZn11ONFROWDI5+IqMKV9GUvtj8rkFKakUCl6Uw8rYPyrM5LaTo3JdXz0VX9XvS5H30NjowiIiJSf0/rHzyr71TaIMuz+iDPep6X7T+9TP+wtP0ncT+etCNSDIZ7iYiIiIiIiIio3HDaHRGVu9IMlyYiIiKi0k+nIyJSJQw+ERERERERERFRuWEYnYiIiIiIiIiIyg2DT0REREREREREhPLyf/DzBF5gqVObAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1210x462 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "a_si = 0.5431\n",
    "L_cells = round(44 / a_si)                                        # 44 nm cube: 81 cells\n",
    "N = 8 * L_cells**3\n",
    "planes_si = 4 * L_cells\n",
    "per_plane = 2 * L_cells**2                                        # atoms in one (100) plane\n",
    "cub = np.array([(24 / round(P ** (1 / 3)), hmax) for P, _, _, hmax in dec[\"3-D cubes\"][1:]])\n",
    "c_cube = np.median(cub[:, 1] / cub[:, 0]**2)                      # halo ~ c l^2 (interior cubes)\n",
    "print(f\"44 nm Si cube: {L_cells} cells, {N / 1e6:.2f} M atoms, {planes_si} planes of {per_plane} atoms; \"\n",
    "      f\"cube halo ~ {c_cube:.1f} l^2 atoms (l in cells)\")\n",
    "\n",
    "settings = {  # t_atom (s), bandwidth (bytes/s), latency (s)\n",
    "    \"2001\": (20e-6, 100e6 / 8, 100e-6),\n",
    "    \"today\": (0.5e-6, 100e9 / 8, 2e-6),\n",
    "}\n",
    "print(f\"t_atom today: 0.5 us assumed; measured in section 1: {nnz_atom * ns_per_nnz * 1e-3:.2f} us\")\n",
    "\n",
    "\n",
    "def step_time(P, kind, t_atom, bw, lat_s):\n",
    "    if P == 1:\n",
    "        return N * t_atom\n",
    "    if kind == \"1-D\":\n",
    "        halo_atoms, msgs = 2 * per_plane, 2\n",
    "    else:\n",
    "        halo_atoms, msgs = c_cube * (L_cells / P ** (1 / 3))**2, 26\n",
    "    return N / P * t_atom + msgs * lat_s + halo_atoms * 20 * 16 / bw\n",
    "\n",
    "\n",
    "P1 = np.unique(np.round(np.logspace(0, np.log10(planes_si), 30)).astype(int))\n",
    "P3 = np.unique(np.round(np.logspace(0, np.log10(32768), 40)).astype(int))\n",
    "fig, (a1, a2) = plt.subplots(1, 2, figsize=(11, 4.2))\n",
    "for (name, prm), ls in zip(settings.items(), (\"--\", \"-\")):\n",
    "    for kind, Ps, c in ((\"1-D\", P1, style.CONTEXT), (\"3-D\", P3, style.OPEN_NEMO)):\n",
    "        T = np.array([step_time(P, kind, *prm) for P in Ps])\n",
    "        a1.loglog(Ps, T, ls, color=c, label=f\"{kind}, {name}\")\n",
    "        a2.semilogx(Ps, T[0] / (Ps * T), ls, color=c, label=f\"{kind}, {name}\")\n",
    "a1.set(xlabel=\"processors P\", ylabel=\"time per product (s)\", title=\"44 nm Si cube, sp3d5s* + spin\")\n",
    "a2.set(xlabel=\"processors P\", ylabel=\"parallel efficiency\", ylim=(0, 1.05),\n",
    "       title=\"efficiency T(1) / (P T(P))\")\n",
    "a2.axvline(planes_si, color=style.CONTEXT, ls=\":\", lw=1)\n",
    "a1.legend(frameon=False, fontsize=8)\n",
    "fig.tight_layout()\n",
    "\n",
    "steps = 3000\n",
    "for name, prm in settings.items():\n",
    "    T1 = step_time(1, \"1-D\", *prm)\n",
    "    print(f\"\\n{name}: one processor {T1:.2f} s per product, {T1 * steps / 3600:.1f} h for {steps} steps; \"\n",
    "          f\"slab halo transfer {2 * per_plane * 20 * 16 / prm[1] * 1e3:.2f} ms\")\n",
    "    for kind, P in ((\"1-D\", 64), (\"3-D\", 64), (\"1-D\", planes_si), (\"3-D\", 1000), (\"3-D\", 32768)):\n",
    "        T = step_time(P, kind, *prm)\n",
    "        print(f\"  {kind} P = {P:5d}: efficiency {T1 / (P * T):4.2f}, {steps} steps in {T * steps:8.1f} s\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "57f2b999",
   "metadata": {},
   "source": [
    "With the 2001 numbers one slab must receive 2 planes of 13,122 atoms, 8.4 MB, which takes 0.67 s on\n",
    "100 Mb/s Ethernet whatever the number of slabs, while one processor needed 85 s per product. At 64\n",
    "slabs the efficiency is 0.66, the 50–80% of slides 6 and 8; at the limit of 324 slabs it has fallen to\n",
    "0.28. In this model cubes would already have done better (0.90 at 64 processors), since their halo\n",
    "shrinks as they get smaller, but slabs are the simplest decomposition to program, need only two\n",
    "messages per product, and suit long structures such as wires.\n",
    "\n",
    "Today the arithmetic is about 40 times faster per atom and the network 1000 times faster. The 1-D\n",
    "decomposition now runs at 0.91 efficiency at its limit of 324 slabs and cannot go further. The 3-D\n",
    "decomposition goes on: 0.54 efficiency at 32,768 domains of 130 atoms each, and 3000 Lanczos steps in\n",
    "0.4 s instead of 21.7 s at the 1-D limit, a factor of about 55, the same kind of gain as the \"10 hours\n",
    "to 20 minutes\" of slide 13."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cbd0f34c",
   "metadata": {},
   "source": [
    "## Summary\n",
    "\n",
    "- The Lanczos solver spends its time in sparse products $H\\mathbf{x}$, linear in the number of atoms;\n",
    "  open-nemo's product and Hamiltonian build both scale as $N^{1.0}$.\n",
    "- A stored sp3d5s\\* Hamiltonian takes about 17 kB per atom: 16 million atoms need 265 GB, more than\n",
    "  the whole 2001 cluster, so NEMO 3-D could also recompute $H$ on the fly, and large systems had to\n",
    "  run in parallel to fit at all.\n",
    "- A domain receives the atoms bonded to it from its neighbours. A slab's halo is always two atomic\n",
    "  planes, so a 1-D decomposition cannot use more processors than planes; cubes have smaller halos\n",
    "  and can be divided down to tens of atoms.\n",
    "- A simple model with the product time and the halo sizes reproduces the lecture's picture: with 2001\n",
    "  hardware the slab decomposition gives about 66% efficiency on 64 processors; with today's hardware\n",
    "  it is limited by the number of atomic planes, and a 3-D decomposition scales to tens of thousands\n",
    "  of cores.\n",
    "\n",
    "## Exercises\n",
    "\n",
    "1. Store the halo counts for 2-D decompositions (cut $x$ and $y$ into $p \\times p$ columns) and add\n",
    "   them to the plot of section 3. Where do they fall between slabs and cubes?\n",
    "2. Repeat the timing of section 1 with `klimeck2002_sp3d5s` and `spin=True`. How does the time per\n",
    "   non-zero change, and how does the model of section 4 change with it?\n",
    "3. In the 2001 setting of the model, what network bandwidth makes the 1-D decomposition of the 44 nm\n",
    "   cube reach 80% efficiency at 100 slabs? Compare with the 100 Mb/s Ethernet and the 2 Gb/s Myricom\n",
    "   network of slide 3.\n",
    "4. Weak scaling: keep 50,000 atoms per processor and let $P$ and $N$ grow together. What does the\n",
    "   model predict for the time per step with slabs and with cubes?\n",
    "\n",
    "## Further reading\n",
    "\n",
    "- [MPI energy scaling](../../book/14_performance/14_02_parallelism/14_02_01_mpi_energy_scaling.ipynb),\n",
    "  [spatial domain decomposition](../../book/14_performance/14_02_parallelism/14_02_02_spatial_domain_decomposition.ipynb)\n",
    "  and [threads, MPI and GPU settings](../../book/14_performance/14_02_parallelism/14_02_03_threads_mpi_and_gpu_settings.ipynb):\n",
    "  open-nemo's own parallel layers, including the distributed Lanczos solver\n",
    "  (`opennemo.solvers.distributed_eigen`).\n",
    "- [Cost scaling](../../book/14_performance/14_01_kernels_and_solver_options/14_01_01_cost_scaling.ipynb) and\n",
    "  [Negishi cluster scaling](../../book/15_benchmarks/15_10_performance/15_10_03_negishi_scaling.ipynb).\n",
    "- Previous: [Lanczos eigenvalues](21_4_lanczos_eigenvalues.ipynb); next:\n",
    "  [validation](21_6_validation.ipynb).\n",
    "- G. Klimeck, F. Oyafuso, T. B. Boykin, R. C. Bowen, P. von Allmen, *CMES* **3**, 601 (2002) (the 2001\n",
    "  benchmarks).\n",
    "- G. Klimeck, S. S. Ahmed, H. Bae, N. Kharche, S. Clark, B. Haley, S. Lee, M. Naumov, H. Ryu, F. Saied,\n",
    "  M. Prada, M. Korkusinski, T. B. Boykin, R. Rahman, *IEEE Trans. Electron Devices* **54**, 2079 (2007).\n",
    "- B. P. Haley, S. Lee, M. Luisier, H. Ryu, F. Saied, S. Clark, H. Bae, G. Klimeck, *J. Phys.: Conf. Ser.*\n",
    "  **180**, 012075 (2009) (SciDAC 2009, NEMO 3-D Peta).\n",
    "- T. L. Sterling, J. Salmon, D. J. Becker, D. F. Savarese, *How to Build a Beowulf* (MIT Press, 1999)."
   ]
  }
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