{ "cells": [ { "cell_type": "markdown", "id": "0d3e23a5", "metadata": {}, "source": [ "# 24 · Subspace Mixed FEM (MFEM)\n", "\n", "A soft beam, pinned at its left edge, falls under gravity. We simulate it two ways in the same small\n", "**skinning-eigenmode subspace** $x = B\\,u + q$: **subspace FEM** (Newton on inertia + elastic + pin +\n", "gravity at every backward-Euler step) and **Subspace Mixed FEM** from\n", "[Trusty et al.](https://www.dgp.toronto.edu/projects/subspace-mfem/), which adds a per-element\n", "**stretch** variable $a$, tied to the deformation by a constraint, so that the elastic energy becomes\n", "element-local:\n", "\n", "$$\\min_{u,\\,a}\\; E_\\text{inertia}(u) + E_\\text{elastic}(a) + E_\\text{pin}(u) + E_\\text{gravity}(u) \\quad\\text{s.t.}\\quad S\\big(F(u)\\big) = a .$$" ] }, { "cell_type": "markdown", "id": "1edc6a10", "metadata": {}, "source": [ "Imports, and every tunable parameter of this notebook." ] }, { "cell_type": "code", "execution_count": 1, "id": "1051673e", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:45:00.085130Z", "iopub.status.busy": "2026-09-24T03:45:00.085064Z", "iopub.status.idle": "2026-09-24T03:45:00.645164Z", "shell.execute_reply": "2026-09-24T03:45:00.644753Z" } }, "outputs": [], "source": [ "%matplotlib inline\n", "import os\n", "import numpy as np\n", "import scipy as sp\n", "import matplotlib.pyplot as plt\n", "import igl\n", "import simkit\n", "import utils\n", "\n", "np.seterr(all=\"ignore\") # dense @ sparse emits spurious 'divide by zero in matmul' warnings; the products are exact\n", "\n", "NOTEBOOK = \"024_subspace_mixed_fem\" # this file's name\n", "RESULTS_DIR = utils.notebook_results_path(NOTEBOOK) # results/024_subspace_mixed_fem/\n", "MEDIA_DIR = \"media\" # tracked copies for the website\n", "# mesh\n", "NX, NY = 40, 8 # grid resolution (vertices along x, y)\n", "WIDTH, HEIGHT = 3.0, 0.5 # beam size\n", "# material and loads\n", "MATERIAL = \"macklin-mueller-neo-hookean\" # has a stretch (S) form in simkit, which MFEM needs\n", "YM, PR = 1e5, 0.45 # Young's modulus, Poisson ratio\n", "RHO = 1e3 # density\n", "GRAVITY = -9.81 # vertical gravitational acceleration\n", "K_PIN = 1e8 # soft-pin stiffness on the left edge\n", "# subspace and cubature\n", "N_MODES = 10 # skinning eigenmodes (subspace dimension 6 * N_MODES in 2D)\n", "N_CUBATURE = 400 # spectral cubature points (one triangle per cluster)\n", "# the drop\n", "DT = 0.05 # timestep\n", "N_STEPS = 120 # number of steps\n", "MAX_ITER = 30 # max solver iterations per step (both methods)\n", "TOL = 1e-6 # solver tolerance (Newton: step length, SQP: decrement)\n", "RHO_AUG = 0.0 # augmented-Lagrangian weight of the drop (0 = plain Lagrangian)\n", "SNAPSHOT_STEPS = [0, 12, 21, 41, 119] # steps drawn as still frames (start, falling, lowest, rebound, end)\n", "FRAME_STRIDE, FPS = 2, 24 # video: every FRAME_STRIDE-th step, frames per second\n", "# finite-difference check of the MFEM blocks\n", "FD_STEP = 1e-6 # central-difference step\n", "FD_NOISE = 0.05 # size of the random state perturbation\n", "FD_PASS = 1e-4 # relative error below which a block counts as correct\n", "FD_RHO_AUG = [0.0, 50.0] # augmentation weights whose blocks are checked\n", "SPD_RHO_AUG = [0.0, 50.0, 1e4] # augmentation weights whose H_u is checked for positive definiteness\n", "SEED = 0 # random seed of the perturbation\n", "# regularization study: one hard step from rest, swept over rho_aug\n", "H_HARD = [0.5, 1.0] # its timesteps (a larger step is harder)\n", "RHO_SWEEP = [0.0, 1.0, 10.0, 100.0, 1e3, 1e4, 1e5, 1e6]\n", "MAX_ITER_HARD = 60 # iteration cap (reaching it = stalled)\n", "# stiffness study: one very large step from rest, swept over Young's modulus\n", "H_SWEEP = 10.0 # its timestep (close to a static solve)\n", "YM_SWEEP = [1e4, 1e5, 1e6, 1e7, 1e8, 1e9]\n", "MAX_ITER_SWEEP = 40 # iteration cap of both solvers\n", "TIMING_REPS = 5 # repetitions of the per-iteration timing (best one counts)" ] }, { "cell_type": "markdown", "id": "1737b339", "metadata": {}, "source": [ "## The beam\n", "\n", "A $3 \\times 0.5$ grid from libigl; its left edge (blue squares) is held by a stiff penalty spring, and the\n", "orange dot is the tip vertex whose height we track." ] }, { "cell_type": "code", "execution_count": 2, "id": "1b157df5", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:45:00.646581Z", "iopub.status.busy": "2026-09-24T03:45:00.646457Z", "iopub.status.idle": "2026-09-24T03:45:00.724117Z", "shell.execute_reply": "2026-09-24T03:45:00.723660Z" } }, "outputs": [ { "data": { "image/png": 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mg9l5r2+dAcwJYZ0ozoVQaBRgQ044DmouF1rbXMAxR4iy2YlGqDgcRoSEI5QVoeoNwfyO4DDXPihASgV+H+HT06ZNUx5fU9+HdN+YCz2Z94jZgcY+rg3k1tctClUXzdnvyJnFz2G/Iv+1b9++/H5R0bm5ML8LpCTUru4M3mAd8S7MwOEJ6hFgDzXlmZfbpw3t0b8DcNiAvPLaDnNDbarM36/PuUZo/uWKg+EABnUbkMKAqvPoa409gxx4DQ0NjSsd2nHW0PiLUNdQw80NHFUUKKrtmJlR24B86qmnuCjN559/znltcA5gbCPvGfl6fxTMt0u43UlKSqr3Z8zjxI0WjH/kaeOWFk4n5ofcTfNzaqO+OV/u63WLg0mBHEY4Ryh6U9dxhmMAIxE3q2iFg5zI2sCNPIBCO3WBr8FBaegmDMCaoEiPuV0ODFPcLNceC9YMRXhwYFIf6h4w/BmOgPk9IuezPge4dhEm8ACOEG4NES2BXGhwFjm0DbWQag7Ma4AcTeD999+nXbt28drWzVOG04CvwdlADq35vcKxr8s/FOiSHtY09X0YtW+M2CPN2e9wnnCIhzx2yCT8Dg5LcAiE/dMcXO5dAHhf5ncB7qDIGv5G7feLAxMcQOBr2H84wKm9T+vuFXytsfoGl8PlCoDh1v/PAlp2QU6ZD0fw/9h7mzdvvuzv4AABe6O5vaix/ohEwB6GvMIHfMUhCQqRaWhoaFzJ0I6zhkYLASqdwtjFjQqqMTcGOFH4oLAVbmBQOAeVk9GXFFCp6Gq+YTID49m7d29Nf1CMse6N7eWAm1ncQMHJr32zU7tydUsBjEg4CXVv9DBeOHsIB0XxqPpuX3Hrgltg9JCtCxRPupzDUfeGB4Y9wrVxUwqHAP1iawNrjyJQCJFVrdbbnN/D38OaoNDX5eZg5gOM6cb4YP553DrjA67hueBH7WrAEphD+M238igKhpt7c2/m2oBTjQ8cPRxW4JYUqFtgDkXbEJ58uZt+M4yqoGz0vjFXg8Y+rn3rjdDrxg4DmrPfAXAYN5L4IAICPc9RcLC5jvPl3gWAUHBz2yhzYbn6CtzhdzFfFPXCIYSZw9intZ1kPM/cK1oFuG2v792Yb/r/DJiLJaLgG4DUE1ROhxzBOMwcqA0czkHuIfJDJboDchEfyAi8bxxO4TCsbmSDhoaGxpUEneOsodFCAOMPt0eoflv3tgj/hqELICcNNyq1AQca4aW1wxBhPDXX2IYjUTu8D0Y8bmPMhi8MWhjTqOxcX05w7TY4mEvdeaAS9B9xE9PUdlRYj/p+5s033+T/r337gnEiVHrlypWcX4zbv8sBYaKoTlu7dRdyM+FwI9S3MeDdIZ8cFZFhBOP91q2UjRs9OAPIua0L3K41pUKyuS1NU3gBZxLjQjXtujed5vcKQ93cB7e+dTXzAbn4dVtGgUcIE22szVB9qNtuCQBvkceMEFOz44VbWjjGdT8AQonx38jFBlAZGAcASH+oPVbkz4MLaK3UEMx92KUHQ0bvGxy04PbRXFHdjBdffLHR323qfsfY6h46YS1xc6zyftGKC9EWiKjBoYUZuMnGHjO/C6QI1Pd+cciBvYz/hnMHoA0YHG5U66+9llgXHHpg/6kA64O5177dhTwy8+yPBpxjtJ7CIcHYsWNrvo4DVfAIkUl187cPHDjAtR1w0NGUbgu1YdZDZkBGmA9WVd61hoaGxt8J+sZZQ6OFAAYYbovROgYhhnBc4FjAyIERhhsRFCuCoYRcTjhkuJmGkwVnCwZ37Tw/GL24JUVoLwxYGFZmJ+FyQFgjbjzRMghtl+CI4AbB3C4LRhKcTDjSMETxc7hxhUOHIkxwouD8AbjJwLgQaoqbWjigGA/CXo0G1gxhglirhgqEoTgVwtphJCOfG7eJCL9GqCcMbeSJm4Fb0YULF7LhjdDfureitX8WBangXOOWBzmXcDIQqooDjfp6NNcHOMpwkNDyB7+HQmC1gVBy3BIhhxdrjVtUOAA4MMDXETrZWNiluW0TbrbBHbxvFNTCpy7w3nHrDaMcIbg42EHIOdolgU8Is8b7huOBseF2EY4qnBbcBKLAFsYIBw0HCHDg4Pzj78ORA6fBMXO7LbOTivVC6GdD/YVRHAoh33g3yPGFo/L222/z3wXnzP234SiZbyfrAvsBe8wMzA3vDLe9iADAnPA8FJ4yz78hmJ11rBnmhJoEGJ/ZoW4qjN43CHcGJ3GDjVoIyEVF5AJCbHHI0NBNeVP3Ow4tkCKCfQWHF+HbGDO4UvvmHPsPewQcr927uj7gphgOMuQRnDs4p5Bl4C0KhQF493VzvAHcMGPetd8vgPeLNUBeLt4R+j6Dn8hdr7vfmgo8B62w0OINsgWHRNgTGKdKD+uGgHeG/Q6Zj70DXYAiXbhRhqwyFyMEwGEceKAeBhxb7Cc4yvh9HL7hMAxFHxvLc68LrBXkIQ4t8M5xow25hRt91TXU0NDQ+Nvgry7rraHxT4O55QdaA9WHefPmVXXs2JHbSeETHR3NbV527drF39+/f3/VlClTuEWOvb09txPp1q1b1aJFiy55zs6dO6s6d+5c5eDg8Lu2M3Vhbovy4YcfVt13331V3t7e/Hto6ZKTk/O7n0dLrCFDhnC7GDs7O25XMmLEiKoff/yx5mfQgmjy5MlVrVu35pY+aGmDMdVtyXK5ViuXWyf8LtZFpR3V3r17qyZMmMBtnjA/rF9sbCz/rXPnzl3ys2h5VV9rFvOnLrZu3VrVq1evKkdHR27RNHbsWG4F1FSg3U9QUBA/+z//+U+9P1NaWlr12GOP8Zix7mjNk5KSUvXoo49WFRYWNthuyYxffvmFf8fW1vaSVkj1tc8B3n77bW5zY/57WJcffvjhd/zB+0VLHKwpuDlp0qSqtWvX8vdPnDjB4wGX8e7wcxkZGdzurDZeeOEFHsO3337b4Fp9//333ArJ19e3ysbGhtcba1+bfw2hofXBHkhMTOT5ov3RTTfddEmLtobw73//m1u6ofVUbT429PfqtqOS7pv6WhyhddBDDz3E6wXed+/evWrHjh28f2u3e7tce6TG9ntJSQm3XsO6ubi48DvGf9dtDYaWa3g+Wqg1BeAZ2kSZ5dz48eOrcnNzG/29+tpRmTF//vyqpKQkngda2z344IO8rxrD5dpRmfmIdmjYU2htN3v27D+kHZX5g7+Dd4k9gFaBDfHz559/rho4cCDzCXslODiY28Sh/WFzdRPw6aef8l6DjsA48Lxrr722Se9FQ0ND4+8OC/zPX+28a2hoaGho4EYa0RbIDdf4Y4GQctw2Isqlbj79HwWEB3/44Yecb91YwTwNDQ0NDY2WBh2qraGhoaHxlwNnuAjlNapQmMZvQI5r3are5r7WyO3+s4DwbhSQ0k6zhoaGhsbfEfrGWUNDQ0ND4woGcsfxQUE05B8vX76cb36R64vceA0NDQ0NDY3GoW+cNTQ0NDQ0rmCgOBQKsj3++ONcld9cMMzcuk5DQ0NDQ0OjcegbZw0NDQ0NDQ0NDQ0NDQ2NBqD7OGtoaGhoaGhoaGhoaGhoNADtOGtoaGhoaGhoaGhoaGho/JNynCsrK+nYsWPk4uJCFhYWf/VwNDQ0NDQ0NDQ0NDT+wq4NRUVF5O/vT5aW+s5QQx1XnOMMpzkoKOivHoaGhoaGhoaGhoaGRgvB4cOHKTAw8K8ehsbfGFec44ybZvPmcHV1/UNutI8fP07e3t761OoKhn7PVz70O77yod/xlQ/9jq986Hd85eOPfsfoJoBLNbOPoKGhiivOcTaHZ8Np/qMc54sXL/KzdbjHlQv9nq986Hd85UO/4ysf+h1f+dDv+MrHn/WOdQqnhhQ60F9DQ0NDQ0NDQ0NDQ0NDowFox1lDQ0NDQ0NDQ0NDQ0NDowFox1lDQ0NDQ0NDQ0NDQ0NDowFox1lDQ0NDQ0NDQ0NDQ0NDowFox1lDQ0NDQ0NDQ0NDQ0NDowFox1lDQ0NDQ0NDQ0NDQ0NDowFox1lDQ0NDQ0NDQ0NDQ0NDQzvOGhoaGhoaGhoaGhoaGhpq0DfOGhoaGhoaGhoaGhoaGhoNQDvOGhoaGhoaGhoaGhoaGhoNQDvOGhoaGhoaGhoaGhoaGhoNQDvOGhoaGhoaGhoaGhoaGhoNQDvOGhoaGhoaGhoaGhoaGhoNQDvOGhoaGhoaGhoaGhoaGhoNQDvOGhoaGhoaGhoaGhoaGhoNQDvOGhoaGhoaGhoaGhoaGhoNwLqhb2qYcOjkBTpfWsH/XVVZSSdPXaTTlUVkYWk6d3CytaJgT0e9XBoaGhoaGhoaGhoaGlcgtOPcBKd50Mu/1vOdg5f8a8ENmdp51tDQ0NDQ0NDQ0NDQuAKhQ7Ubgfmm2aif09DQ0NDQ0NDQ0NDQ0Ph7QTvOGhoaGhoaGhoaGhoaGhoNQIdqG4QLJWVUdLG0Wb+z4/Bp2p93lvqlhYj//oKVBymhjQe19XMVPedccRl9tHQfTeoZRdZWFqJnrdlTQBdLyqhznD9JMeenPdQjIYB8PWS55PmnL9CijUdpTNcIsmhgepWVVXSuuJwcL5aRpWX9P7hk8zFq5WhLyeGtRWPC33rr+100uksYOTvYiJ6191ghbc05TYOy2pAUX6zKocgAN4oKbCV6zsXScpq9eC9N7BFJtjays7qN+0/SqaJi6p4YQFJ8uHQvRXtZk6Orx2XfcVNwsqiYvlx1iMZ3j6TqsgfKWL4tj2ytLSk9ylv0nKqqKnr3x900MKMNebjYiZ6Vc7yI1u45QUM7hJIU36w9TMFeThQb4iF6Tml5Bb37w26a0COS7G2tRPt4a84pOnryPPVuH0RSfLpiP6WGe1EbHxfRc85eKKVPlx/gPWMllMMrd+RTZVUVdWjnS1K8v3g39U0JotZuDqLnHDt5nn7emkcjO4c1KIebgu/XHyGbygvURbiPyysq6e3vd9G47pHkaHd5TjUFO4+coX25hYbo9s9/PUhxwe4U5u8mes754jL6cOk+mtgjimysZYu+dk8B2zx/lm5vyj7OP3ORFm040qhubwp+2nKMXO1tqH2EV4vR7ftyz9KWg6eM0e2rcyjS3zjdDjlsJ9TtWKuSMh25qdHyYVEFC+sKwtmzZ8nNzY0KCwvJ1VXmRAI7coto7JtrGv253AN5VFpc1qxnl5ZVUGUVkY2Vpdg4qqiopPKKKnZMLCxkxgOeY21pQdZWlkSCYZWZ52dtKTJogJLqUHhbGyuRUiwrr6CKSuJDAZ5fQ8DWaOCPVVZWUll5lXh+eE5peRVZWVowFyRrbiSnoMjKyivZkbMQzA/cLKswZn4lpeUQW4ZwClyorJRzqry8gsrBKQP2jHkfS+cHsY49A1lgZ2Ml3scVf2dONbKPjdwzkJ8VLIeFnDJQDpvHZMSeKS4pZ079qXK4iZySzq+iWp63NDmsdXvT9nFL5JTW7c2DnbUl7X19JDna21JL9w00/rnQN84G4ZYR7cnLtXk3O9/8coA27D5OJwuLqVtqMPXObKOsq//77iqyt7OmI8fP0ZBu4dQhQe0keFfOKXrz8y38311Tg6h3VqhyPP/cH3bR4fwiyj15jnqmhVCvDPX53ffSMvJyd6RjBedoSPcIyo5Xm9/qbXm0cNleKi6tMM0v8/Lzwy2NZQOK+vX5mznKAGMa2DmcOiao3YKeLLxI/++tlWRlZUldqsekamstWp1DK7fkUuG5EjGnnpyzlo3II8eLaEjnCGVO7T96hl76dCOvpZRT8xbvoX1Hz1D+qfNiTj382gpyd7Wno8fP0eDuEdRBkVMbdx+njxftotLySvH83vlyK50qLKZjJ87RVWkhdJXi/GC43//KcvJr7US5BedFe2bp+sP00/rDVHS+TMyp5z5az/tKyinIlac/WMf8xJ7pk6W+jxcu20fb9p+gE2eKqXtqMPUSzO/fb/1Kzo421XJYfX5b95+g2V9vp/LKKjGnZn+znfJOXaBcIaeAu55fSv6tncVy+JfNx+jbXw/ShYvglEnmqY7p5Xkbqbikgo4WFNEgAafyTp6n/763mh1dqRz+ZuUBWr/rOO9lsW5/bzVHVUh1++5Dp+mNBZuN0e2LdtHhPIN0+8vLyKtV47q9sX28ZnseLVi6l28tG9PtjQHrhKiPlqTbf1xziH7ZfJQKz5WKOfXUnLW8lkcKpLq9kF76dIMhuv1iSTk98voKPhDV0GjJ0I6zQbC1tWLHtTnAaWagjwsri7cWbOHT/BFXRTWoHC4H3AL0yQ5lJ+WzJXv4az3Sgpv9HDtbK7KztabrhiXSCx+tZ2E2slc0WSmMCSe/MW096aqMEDbeYNwM7xmpND9oiFG9o2nFxiP02eI9BNHaI7X588ONvJuzHU3rGUUvf7KRiosraESvqHrn15iihtGeHuvHB+Hzl+zlr8GIaC7sba3579w6qj299PFGuliMNY8ia4W4XxtrK/LzcqJRvaPYsef3p8gpHLT3zAhh40HGKWse1y2jkun5DzfwmEZcFc23ac2FtbUFRQS709UdQun9L7cJOWVBQ7pH0rodeTR/8R4CqVTmh9s3Jwdbuq5vO3rpY8yvgt+fyp6xsrSk5Ggf6uwYyAdPOOAZ1qP588MtCX5jysB4+urnfbxnADiGKvNr3cqRxl3dhl77zMQpyCmV+WFcHRMD6fTZi8ypKqpS3DNW7ODcMTaVnXETz+vnVGP7GLeCoQGtaFAXL3p74RYOPxzRU1UOEw3oHE7b95+Q7Rkbkz6ZNiieXpi7QSiHLSk+3Iu6pwXTB9/uYH6q7hn8xvh+7WjRqhwhpyzJ3dWOJg+IpVc+3cRjUuUUfic7MYCKS8qEnDLJ4TvHptKzH66XyWErSwr0dqFh3SPoTaFuB6Wh2w9IdbsNdLsVXT8siZ4X63ZLig71oF6ZITTra5lux2+YdPvRBnV7Y/sYcsrV2Y5G9YpmOdyQbm+KHIZuJ6Fud7AzUrdbkm9rZxrVO4hen79JpNthL/bICOHDNBOnqqiHohwGF24d3Z51+4UG5LCGxpUCXRzMICCsRxWJEd502+gU+nXLMXpzwWa+uVLFkG6RdE2ntjR/yR76asV+DtlUQVhAK7p/Ugat25FPr3+2mUrK1MeUHufHynrFpqN8m626VhD24/rGUve0IHZ0vhbMLyrEg+6dmEZrtufSG/Nla46DgTG9o2nBkr305fJ9ymMK8nGl+ydn0Kbdx3lMxYJ8n7gwL7pzTCqt2iqf3zWdw2lI13Axp0L9W9F9k9Np/c58HpMknyk1xpduHpHMJ/AwTCX7b3TvGLoqM4TnJ+EUHPp7J6XTWgM41TEpkGYMiqflG4/SW5I9QxbsPHdI9GcD6etf1OfXrm1rumtsCnPqTeH8+nUMo+E9Iqr3jPqY2vi7sZzasPO4mFNJUd506+gUWrn5mJhTw3tGUd8OoXI5HOhO901KZzlsmp/6mLLi/em6IQkshyWcAiYNiKMuKYEmTgnmF93Gk+4en0qrDZBTuO2CIyHlVIifG8thRJK8MX+LiFMJEd50+xhjdPtgg3R7WwN1e1qsH91ggG4HxvVtRz0M0O2RkMMG6faeLVK3t/4DdPteQ3T7BgN0u4ZGS4d2nBuBUwOFZ2oDJ/nnLjYvx7k2wgJb0b8mpdOunNN8GoyTO6kBgVBwPoFXFIY+nk40c1oWHcorpOc+WsfFRVTRLhQGUhrt2H+Snp9rOu2WHA7079SWvsb8flKfX4CXCz00NZP2HzlDz32I+amPqUNiAE29Jo6+W3mQw4lVx4Rw9IemZfEt7/MfrRNxyuRUpNOeQ+DUOhGneqSH0Jg+MXJOeTjRw9Oy6HDeWb4plHAqMsSD7hmfRjsPmjglmR/C8QZ1DRdzCmGsmN+Bo4ViTsHoxk3Ftn0n6YWP1fcMDpxwONArI4S+XnGA5v+0V3l+wX5u9OCUDNpzWM6prinBNL5vDH278gDNE3DK28ORHp6WSUfyTZxCgUNVhAe2onsnptPOg6fEcrhfh7Y0rEeEac8IOOXrCU5l0sFjhbzmkj2DA7U7xqTQtv0n6QWhHB7eI4quzm7De0bCKTgVkMP7IIeFnOqcHEiTBsTSd1JOQQ5PzaSjx4tMnBLIYTiq903OME639zJSt2PPyDgVY6Bux+HAgM5hxun2o8bq9k8X774idfvYq43X7RI5rKHRkqEd50YQ7OlIC27IpDnT0vjz9NB2dGx/Lo3tEPTbJzuIykrK6IlZq+lE4UXllwEDaeb0LCo4fYGeeH81nS4qVn5Wp+RAmtw/ln5ad5g++G4HF7tQAUKfZk7P5ly0x99fQyfPqs8vyMeFHpiSQXknztETs9aI5ten+nDgp7WY307l+bm7OtCj12ZzTjDW/JRgfgixvXF4Ev284QjN/lZ9zV0cbenBqVlUXl4p5pS3hxM9MiObTp65KOZUdoI/TRsYz5yaI5ifq5MdPTw9i8MXmVOC+QV4w0DKovyT5+lJIad6woDoEyPmVCsXe3p0RjYVnS8Vc8p8oIY8bMzvjGB+uF0Y3CWclqw9RB8K5oewbcwP+ZuP8/zUx5QR50/XDk6gpeuPGMCpbC4e94SQUzj8gBzOP32enyXhFA4HJvRrV80p9fm5OdvzPj53AZySyWGz0Q0DXiqH+3UIo2HdI8Wc8nBzYE6dOSvnFKJRrh+aSD+vl8lhcAqODorjSeUwnApw6sQZA3R7UiBN6R9nkG7PogvFxuj2B6dkGqLbkbtrmG6fYaBuH5FEyzYcpdnfGKHbq1qUbkc0itG6XSqHNTRaKrTj3ETnOcbPhT9hXk5cPdvHzf63Tyt7Nm7dXexZAaHwjSogeB69NouroD723mo6duK88rNSqg2IVVvz6O0vtnJ1VRUg9+uhaZnk5GBNj7+3ho4WnFMeE4zu2k5T7snzIgNiUv84+nXrMS6qpDo/Bzsbmjkji6ytLekxzO+E+vwQeogbnXXb8+mthVuoTHFMyEfDzZenq4OYU86OtvTItdmciy3lVFKkN900IpnWbMvj+Uk4hUMUF0cb0/wEnEKBL7w/VJHG/CScMhsQCIN7R7Jn7Kzp4emZnFMo5ZSvpxPfnpy7WEqPCfcMbhdG946mlVuO0buCPYOc7keuzeL8xMfeB6fU54f821tHJXNxHwmnsGcQDunmZMvrJOEU6iDA6EalXimn0tv50bVDEgyTw8iblMphGN0P13KaJPPrmhJEE/rFMqckctjR3oYdAdSOkHIKaQW3sRzOE8thI3U75ldRKdft7WN8OP3JEE5NzeRWSVJOebZyoJkzsg3T7ZMHGKfbbYzQ7SHQ7akc4i7X7Wl/kG4/J9ft21uObtfQaInQjrNBQDEJhFVGBbvTk7PXcgVLVdjb2rDR7epkyyeJe4+cFhkQt49pT1v3nqDXPtvEhqDq/O4el0Zt/F35RHn3YfUxuTiaTrrtbax4fqiSrIqUGB+6YWgSbd5dwMWwVOdnY2XFtzCoQoyTUoSiSm50YGwh3PPVeZu456zqmt88MpnatfFgTu0ScMrOxmQgubvYiTmF/PA7x6XS9v0n6dXPZPNDIZ6wADe+TZXsGSd7W+aUkz2UNeanzqnESG++Xdi8t4CLYalyytrKiv41MZ0CfZzFnMItNiI/UHAPz5LsmeyEAD4c2Li7gPPRVOdna21ND07NJC83e9P8BJwKD3Rn+bL9wEnxnkFOaWRQKzGn2OienlVtAMr2DEKkURxvqwGcumdCGgX7uojlMDty07O4NZhUDqe186VrhyTSJqkctraiByZnkI+Ho5hTbf3d6J4J6bTjwEl6Tcgp6PboECN0uzWH3bs5G6DbQ02HtFv3yXX7XeNSDdHtzg4mOYyiUVJOtcct77Bk2ryngHOxJboddQL8DdHtri1Tt0/LJA9X6PY1ct0+1jjdHh4o1+0aGv9Ix/mll16iNm3akL29PWVkZNDq1asv+7NvvPEGderUidzd3fnTs2fPBn++JQG5hFMHxlOnpADOH1u3M1/5WWx0T8qg0AA3eu7D9dy2ShUo3IDby31HCrlCazH3wlWb3/VDkyg91pcrbq/fpT4/VFp+YGom36ZhfijEIsmxwu3C7kOn6MWPN1b3+m0+LC0tuUhbfHhrzkWTjAnzQi4ocsika86FeNoH0otz19NaAafQEgOGZHiwu5hTwb6udN/EdM7lfVE4vxlDEikzzo/3jIRTqKp6/5QMCvRy4RwryfuLCvagu8al0d7Dp0WcwvxuHtGekiO9mFMbdqmPCTdyCEtv7WbP72/TngLR4QCKq+3MOUUvfaI+PzaQxqVRdBsPev5D2fzQYQBFi5DLK90z0wYlcIsVE6fUxwRH7r7JmRTi6yrmFB8OTEhnw/aFj2Xzu3F4MqXG+IjlsL2dDYeOIqfXJIcLREWL4GDuzjlFL34ik8O42YsN8xRzyt/LmR6YkkkHc+VyeMo1Bur2icbodj6kbYm6fYoxuh1yBQdhuw+f4i4YEk6h8F9CtW6XcMpo3d7VCN2Oi43xLU+3Tx+cSFnxct2uofGPcpznzp1Ld9xxB82cOZPWr19PiYmJ1Lt3bzp+vP6N/dNPP9Ho0aNpyZIltHLlSgoKCqJevXrR0aNH6e+Cod0jaVDXCHpn4VZasu6w8nPQZgDGLcKy0K4KubOqwE0qbodyT5ynZz6QFQMZ0zuGc4zf+nwr58SoAm0M7hoPo9udK3JK5hfKBkQGHc4/y61EJPObek08hx+i8iz616oCOVYzp2VzXht6zkqKgQzuGsF9Yd8VcoqN7mFJlBHrJ+aUN4cQZ3H/Uymn0EKkX8e2Yk7BgLhjbArFtfXkysiS+SFvD0V9EEr3jJBTE/vHcQuZN4WcwuHAPRPTqa2/K1fplcwPVcBxy5uTe5aeRdEixfmBU7htRA485rdUMCYU0EGBmfxTF8ScQmXrazqHGSKH4RAmRXiLORVQ7cgdO36Onv1QNr9xV7fjnsy8ZwScQhjr3RPSKCIIcljGKeTk43AOBYIgh1U5BUwbmMCOqpRTnm6Qw1lUYACnjNLtpgO1ZE6nksphduQM1O1XZxup2z3Eur2Nn1m3F4l1Ow4/uqUEieWwkbp9kNG6Pc4Y3f6wQbod7amM0O0aGv8Yx/npp5+m6dOn0+TJk6ldu3b06quvkqOjI7399tv1/vycOXPohhtuoKSkJIqOjqY333yTKisr6ccff6S/E2AkT+ofS/MW76YFS9UrFUIYTu4fxy2YPv5hF32xTL0lggdyQadncrGMp2avpbPnS0kVEIRjekXRpz/ups+XqldUtaw+6YYj9/Ei2fxMJ8GZXHDj6Tmy+cFAGtglnD5dtJsW/qw+P2dHU7hncXE5PTV7Da+9KrqlBtOUa+Los8W7ab6g4qi59QeqLINTCwVr3srFFHaPQlhSTuEwZtzVMcypBQJO8S324ATqkBQg3jPm6rooLPO0cH4wkIZ2j2BOfS7gFIzSW0anUGKEF32yaBd9uUy9jQhueRHZgoKET89ZJ5ofKnf369CGPgGnBPND0SKEEKMQFsIYC8+pjwmO5firY6rlsIxTiCbqmhIo5lRrOHLTs+h0kVwO42AA/YGlnMKB000jkig12qeaU+rzwy3v/ZMz2al4SiiH0e8dLZiknHJxsuVc1/MXy+jJWWtFcthI3Y7nGKbbZ2TRWQN0e98ORur2RMo0SLc/YJBuH9I9kgZ3NUa3PzI92zDdPnWgQbr96nbUK7ONWLe7tUDdrqFxxTvOpaWltG7dOg63rvmDlpb8b9wmNwUXLlygsrIy8vDwqPf7JSUldPbs2Us+AJztP+rTVKS286WbhifTkrWH6b2vtlN5M363vhZMg7qG0fe/HuRKoRWKz3J2hFFqKnrz+KzVoqqHHdBrdnA8/bjmEL3/9XblMcGAGN+3HV2VHszzQ1VH1WehOusj01D0ppzztSTVWVFleXy/dvTDqhya9Y36/JCzjhwkS0sLHpOkkibyvm4Z2Z5PbqWcuqZLOA3rHkE/CDmFQlFQsCgmglxQCadQnAvG1mJw6isZp0b3iqY+2W3EnEJ+MfbMRVRsniWr+Ns91WR0LwKnBHvGstqR65gYQN+vOsDt8FSfhXxSHDidPV9CT86W7Zm+HcK4XQ72zGzBnuFCUdOzqarSVFlewin0kUe1ezOnJHtmWI8oGtCprZhTLsgvnpZFpdUVm08Wqq95l+RA5sKi1TliOTyxfyxH23z360ERp1q3cuDIAZOjKuMUWjCN6RMt5pQ5Z93CglgOSzjVInU7y+GWp9txSNvTAN2OIpBG6vYJBuh2hKVDt6Og3eNC3Z4cZaBu7xxGw3pEmnT7Ny1Itw9rXLe3BNtdQ+Mvc5xPnDhBFRUV5OPjc8nX8e+8vLwmPePee+8lf3//S5zv2vjvf/9Lbm5uNR+EdgMIBc/Pzzfks373YVqx7SB/1u89Rrb2NpR35mLN5+S5Eqqsqqr3ExnizoU3Nu05zjk6yBcxf8986ob/r2zCp3uaqd/e6q25XOyk9rPMaMqzbG2tOMQWRWFQ9TDv5LlLvt+cMcWhIu7oZG58/7v5NWNM+Ayo7qWLisYodqI6PwcH5IJmkgVVsbCvPb/mjKl20Zu12/PplU/V54f84vsmZVQXfEPFUfU1DwtCOGQaba6PU9S8Z3XmirjtaM22XC52ojo/GxsrDhdEURgpp2LaetLto9tzntbv90zzOIXbExgQq+rdM00fF6pkY8/AYf0dp5o5P6Re3DA8iauz1uVUc8aEnxx+VRS3b1m1LZcL6KjuGdzywtFBCzTMD+29VN8f+p5OviaOq7PW5VRz5mdlbcm3TE721tVVetU4ZS56gxB+5FtK98xVmW04taB+TjV9ze2YU5kcQQBHR8KpxEgvDv1dDzkskFP42cHdIqh/p7b061ZwSn1+To62zCkYrHX3DHe7qWr6/DLj/Wn64ATm1CufbhLK4XSuRizhVKO6vZm6r7Zul8hhs263q0+3U/N1+22X0+3NXKtrDNDtQEO6vbnvD4cfOKStX7c3Q05ZWXLUTivnP1i3N/NZndsH0kTo9u25Ijls1u0OdibdLpkf6tGgWG19ut38LPgNRtnutT+XSw/V0Liiqmr/3//9H3300Uc0f/58LixWH+677z4qLCys+Rw+bMqh8Pb2Zgdd+imxcaEZn+yjWxcc5M+/F+eSf1s/+uCXIzWf934+RIUXytioru8T5OPK+SJH8os4HBL5MPg6TmMB/L9lEz+Zcf503dBE2pWDxvfr+UQfXzejqc9CriRumTzd7OnJ2eu4DYX5e80dU1iAOzuFKMCCfJia+TVzTPj0SAuh8X1jaefB01xQQnV+XEhpWhafmD41ex33LG3umAD8P4re3DU2lQuwcF6i4vxgIN89Po0CvZ059Emy5gFeLty39uhxcGptrTVv/rPS2uFGLpkrX6KwiOr8bK1N7YAQ3izlVGhAK66ui/xbcw6Zac80n1Nd2gfRlAHxtPN3e6Z540IbIDgCOPx4sjanFOYX08aTDaT9Rwsv2TPNHRM+/TqG0fAeUbTj4CkuVqO6Z+BMmCriWtOTc9bWzE/l/bWvvj3ZU4dTzZ0finPBKPX1dFTeM+Z9jFxJGICH8+rIYYU1x+HA9EH1cap5a44bqwerq93X3jMqnIoM9qB7J6TTwaNyOdw7M5RG94mhHSyHN4jkMFoU4f+fmvPbnrGspkJzxpQQ7kW3j07l4moSOQxO3Tshjfy9nMRy+LK6XWHNWbcPS6TdOae5EJ2yHLax4gMnpARcIocVeN72crpdYa2g2yeYdbvCnjHvY7Nuh7yqrdtV3h+6juDw4/e6vXnP4pzucWncQcE43X7uUt2u8KzUy+j25sph6HbwALr9Kalu96/W7XmX6nbzs1q3bm2I7V73A59AQ6PFO87YAFZWVnzaUxv4t6+vb4O/++STT7Lj/P3331NCQsJlf87Ozo5cXV0v+ZhDwo34XCxrWi5GaXll471mp2ez4Hr8vdV0/LR6yEsst5hK4T6QyAE8cUbtWZgfHLkQPxfO3zxwrFB5TD6eTlyApbCohE9dCxTHBKCyJ/qeHsk/x+NSnR8MpPsnp5MPjO45a+lgrvr8gv1c2Sk8eeYih4mpzg8KBr0S0e8ZClbSrqMVckFndKCL6Jsp5BRu5KD480+d59BKCadws9c2wI3f3X4Bp1AoCnum6Bw4tVrEqeRoU4spGFlYd9X58e3CxHQKqDa6Dwg4FeDtQg9ORv50sXjPdEoOpMn9Y9mAf2bOWuWQOpMjl8E5k08L90x4kDsXMpNyCnsG1e4jAt3FnOJCUTOyOX8ae0ay5gkR3lw0TMwpS0u6Z3waBfk4i+Uw8otxI3e6SM6pbPQ0HxRf7RTK5DAMZa9WDmI5jErUMOALTpvksIRTONiJDPEQc4pDiGcYpNtDW9PtY1MozwDdftf4VGpjpG5nOSzjVFqsL103NIF7+0p1OyIHDNHtvq7MT0N0+/BkPhQ1RrdX98RuYbo9zEjdfr70d7rdKNu9vo+GhhH4Q5lka2tLKSkplxT2Mhf6ysrKuuzvPf744/Tvf/+bvv32W0pNTaUrBU4ONvTItaYehwgzgnEj7RV8/kIpC3vVZvXmdjm4VcWJ8sG8IuUxIdxz5rXZfJaJ+RVdKBMfDpw5Z8q7rFJMT/mtn2Arnh8OGyTCHifdyCGDsEfOq3K7nIHx3IIJp8C7BX0XcQsKBYT/x5qfEnDKXEUalXDBqbJGDoMamt8Nw5IoIdKLnv1gHR3INdUdUC3q88i12WRpYckGhKRACVpMof80ngEDQjXnCQr49jGpFBXiTs/OWUdHjp9THpNHK1OhKHM464US9T2THI0Q8ER2xJ/7cF1NWLtKuxy0rwMfsGfyTl1QHpN/a2e+UUVIHsKRkdOrXLl7aCIlR3kzp/YJjDZnlsPZZGtjSY+9t5pljKiK9MR0KqqWwxUcg6zYLmdUCvfmxZofyleXw62qHTkQAJySVPzFLe/No5Lp9FkUnVqjzCkcOOGQFt0PWA6fVJfDPh5OnFcKLmF+xQJOzRiUQKntfJhTe4+qy2HOyb9Et5fIqkhDt1+U6/abRrTn9oqs2/PV5TAX7JtRS7cL5HC70Nbcf9qs2xW3zO90O25BVdEa1fyr88Olun1qLd2+S9AzmiOcoNs5VUVWWwOy/P4pmXSxRrer75nrhyVxaohJt6vLYRdHW3pkRha/R+h23EBraPwdYFH1B5e3QzuqiRMn0muvvUbp6en07LPP0scff0w7d+7k8IkJEyZQQEAA5yoDjz32GD388MP0wQcfUIcOHWqe4+zszJ/GgOJgyHVG2Lb59lmCHblFNPbNNY3+XGaIC7naWzfpmSiKMPf7Xew4hwW5c47ibwFLzQOegeqJEGg9M0LYMFF91rcrD9D+I4VkZ2tFUwbGKz8HQvmD73bQ+YvllBTpTVkJ/srPQj7Ngp9QhdFU6drbw1H5WagQCifHw82ecxQbew7ynH4LlPsNF0vK6INvd7KRjMJDqG6sOia0jNi27wTn98wYnMitYVSA3wcPcNOI2/H+HcOUx1R4voTmfr+T5941NYhvDlWf9f2qHO6FjFA25CiqPgfG44ff7WCnNz7ci29YVZ91/PQFrl6KcLUBXcLIv7VTve+5KUClWIT+wsFHERzVMaE/KQrnlJVXUUqMD39Un5WTW0hfLt/P/z326nbk5myn9CwoBlQORr6zn5czt0RTHdO5i6X04bc7YHlRx6RAblOj+qwf1+RwOCuehbQV1X0MOfzhdzu5andUGw+ulqw6Juy7T37cxX+nT3ZbCvZ1UX7WVyv2U86xs+ToYM1tzFSfA8cSBb7gWOLAIT3WT/lZaMn2xc/7WOaN6h3NN/eqz/psyR7KPXGODyLRMkz1OTjgg56B44XCQ3Fhnsr7+Kd1h2jHgVP8LNQfUB3TJbo90J16Zxmj23ukh3AUj+qzvlt5gMORkQM91SDdjl7w2X+ibr/cPgZQUR4Rau6udlzdX3VM0O2QCeUVVRz5hjkaodvRzxg1ZcS63deV+ncyQLcjhSkliFvQqT4LhdX2HD7NhdFmDGlcDjem2y+WVPBh34G3RpObkx0ZDaN9A41/Lv5wxxl48cUX6YknnuCCYGgz9fzzz1NGRgZ/r2vXrtSmTRt69913+d/475ycnN89A32gH3nkkRbrOB/bn0elzex1V1pWTtbWVpfk+ZBA+FhZ/Zabo/yc8gqysLTgU0ApSkvLycbWSjwmI+cHxY/bHQh7KfAsa2tLQ9YcToC11W+5R6q40jkFB9O2hXHKNL+WxSmIdTg5RsyvFGOysjSIUxV8+2jcnjGAU2XlnMNnziG80vYMHGgbG/maGzk/5hSHT7YsToEDeJYUV7oc1rq96Wt+xet2g/YM9jG8kZy3RpOHqwMZDe04a/ytHOc/E3+V4zw8zZ+8XJt3SvbNLwdo2cYjVFJWwb0FO8T7K4/zv++u4nBBhNfi5isx3EvpObtyTtGr8zdxaCyqq3ZMUB/T3B920ea9BVRcWsH9a5Ezp4r7XlrGJ84VFVWi+a3elkef/riLKqqquA1Ihwbmh5PehpTU6/M3c25VaVklt9PCzbMKcJL86Jsr2Xgf2DWcOiUGkCrQkgY3csi5l3IKBaJOFV4Uc2r/0TP0wscb+MBicLdw6pigPr95i/fQ+l35hnDq4ddWsKOK2wXJ/FCpefa321npD+4WKdoz73y5lW/oS0oreX64SVN1lu5/ZTlZW1rwLRp6aCLsVgVL1x9mWVVWUdnonmkMKHqEXDvwc/zV6nvmcH4Rh3nCkERPVrTlUt3H6HW6assxvpnFzZeEU/9+61e+CYVhKuHU1v0n6J2FW9jolnIKLZxQOK6kFHpGtmfuen4pOwHIckAVaNX5/bL5GPdzxQ2tlFMvz9vIedhSOZx38jz977urDJHD36w8wDeOpUbo9vcQGl0ilsMoEPXKZxuN0e2LdtHmPQbp9peXmQ76GpHDje1jVFxHv2j8nJRTbyzYzHnhLUm3ozXYotUHDdHtyAvH2FgOi3R7IRdxtbSS63bUapn52nI68NYYfeOs0aLRtNhijUaBWzC0rGkOEJYbHerJOVufLd7DCefdUoOVVhunfmP6tKOf1h6i2V9vJ/tBCUrCHmHaTva2bIwiZAkBUj3TQpTGBAMrOzGAT6cxP4yxW4qpXVizYUF07eAkmvfjbprzzQ6yH2itND/kNXp5OFKHhACat2QPP7fHZda8MUWNG0aEZe4/coZ7QdrZxVNSRPMrN6KKMZ6FtlDomWnuM2mhWDQF4f/Ik+M1r+4drAJcBo24KppWbj4q5JQ1f0b1iqLZX+/grylzyhqVQn3ZIZwn5pQFTRmYQF/8vJfmfLOd7AeqzQ9VbN1dHLhX6ceLdpOFRRX1SFWbH26DeqS3oYJT52vmh766zQVu8vDubx6VQrO+2sq9PKcq7xkrCvJ1pXZtPTnMFltCmVOWFmz0oRUXHDp7u3hKVNozVtwmZULfdtwT1LxnVPaxjZUlxUd6k6ujrZhT+DMT+sfS9ysPyvaMjRX3eu7fsS199D1CwKu4KrEKcCuP1jTIS5XKYazi9cOSae53O8Ry2M/LiVJjfJlTDcnhxmBlYcGtDLfvO8FyWJ1TkMOWNGlAHL375Vaeaw9VOWxlyQUg/Tzluh1yGLp9qVS320C327BTiRB+mW635BQsHDwawakZQxrX7Y3tY8gp5Cp3SgrgfSzilKWlIbodecrG6XZLahvozul4Ut2O9zX8qmj6tUa3q8th2L6je0eLdbt5XBoaLR26zJxBkFzbo1k9HFUI+69/OaD8HITe3DY2hfNW3lywmftLqgIO79RBcfT5T3tr8iVVMap3DPXKDGHFiJN4VeBg4u4JaRTo5Vw9vwLlZ3VLC6bxV8fQ/MV7OKdQFZDzM4YkUEq0D705fwvfPqoC+VQ3DkuihT+b1lzCqX4d0b84ghXs1ytknLplVArFtPHgU3gJpzLi/GnG4IQaTknmN6xnFPXrEGrilGDPwNi6C5XlfV3FnOrcPoj7Zs5fslfEKWBC/zjqkhJInwr3DAoS3jMxg3w8HOmtz7eI5tcnK5RGXhUl5hQXLRqZzAUA31iwhTYKOJUW68cV+FG/QMop3MIN7BTGnJLIYRxe3TEulXNSpXK4Q1IgTR4QS/PFctiC892Rxy2Vw4721lwQDbUB3vpctmfgRIztHW2AHLag64cnUXKkN70BOSxYc9QXuGFoIufNSjk1oHMYDelmjG6/dWwKRQbLdTscXsN0e68Y6pXVRswpHNgbpttTg/lAbf4Sg3R7jHG6HXUCjNDtw3tEynW7pQXdMjqFYkKh27e0GN2uodHSoR3nRuBka9WkhVy8+lBNA3dVA2JMn2j6esV+PoFXjaDHSSmMUlTJlhqlyZE+3APw+18PsgEvmd81ncP5cOCrZftp/k/q84OjY5RRmhnvT9MHx9O3vxzgIkiqY4LRNnlAHBdKeXPBFtogULAxoZ50x+gUWrRKvubdUoI5DOvrX2Scwi0hKmkaYZQmRHjRzSOM4VTfDjgciKSvlu9nI0l1fnB0bhtjjFGaXu3IgVOfCjgFoDdz3w6hPD9TER21Z+HWw9w/XHw4gLZXA+Lom1/2c8SGMqdQJdsgoxTF4tAW6gcDOAUnAIUDpXIYN3K3GmSUpsT4cpX67341cUoyPxwO4KBWKocRQXLnOGMOnPiQdmCcIXLYXNFYyin0971tlDFyGJECY43S7SNaoG7vFMZhukbpdrQ7ksrhjDg/mjHIIN3eP446JBqj228f3d4QTiEKaXw/A3Q7DpyGtjzdrqHRkqEd50YQ7OlIC27IpDnT0vjz9NB2dGx/Lo3tEFTzuTquNa3ZcpSr4iJ3VhXZCQE0fWA8LVl3mD783pSroyoMcfpnhFGK6rdoHbF841H64Ludovkh7A15cYvXHKKPflCfX41R2kZulCI86eaR7TkfTTq/MX1iqFtqEL21YAut36U+ptCAVnTPhHQOkQanylX7dZgNiMEJ9BNzaqfympuNUjxPyin0Tr1rXCqt2HSUQwYrhAYEbnkXrz3EIa2VLcAojQ+DI5dCywzglPlwAHnrqBlQKTFKxxpjlEKuXD8skZauO8zzqxQapUYcOKHy+93jU+kXAzjVMSmApgyIoyVrD4nl8CVGqcSRY6M7hZYbwKlemTgciGI5LOEUQkdNB04eYk4lR5kcuaXrTfOTGN3Ik+2UHCDmFFqN4cDpl2o5LFnzrGrdbpLD6mvOLbQGJ1Cqkbp9kwG6Pc043W7ULWiCgbodlbq7tzTdjkNaA3V7Zrwxuv1ug3S7hkZLhXacm+g8x/i58CfMy4mrZ/u42dd8YoLduf/txl3H6Z2FW6msQq1Hnjmk56bhSVys5r0vt3HxlL/6pJR7Rk9Mo3U78nh+5YpjAlDsCD2MYeC+L5gfG6UG3YLiphH9IFFc5N0vZPNDcSEYpm9/LlOwAV7OzKlNu4/TO1/IOIWiULeMbE+rtubSu4I1B8YbZJSircZ9E9Np/U7TnpGsuSlcN5FWGrBnjDJKw4NMRvdaAzjVtX0Qje8by8bI+1+pz+83o9RTbJSiF+tto9vT6m259O4X20Tzw4GTEUZpoI8r/WtSBm2okcPqY2qPntjDkuhXAzhVY5QukHGqbbXRvQ6cEu6ZjtUh4FJOmQ6ckrhXsPTACY7cnWNTaM22XJZ5kvmNvCqaaw6IOeXtQvdNMlC3j0hm3f6ukFOTjNTtE4zT7TgcwEGDWLcbdODEun2cMbodtRnQXqwl6fZ4A3X7uKvbcS0EKaeCDNTtGhotEdpxNgje7o704NRM2nPoNL3+2WaulK2KqBAPvh1C+BsqN6Py4V99Uurb2pkemJxJOw+eotd4fpViAwLCGcYWqoX+1Sel7MhNSqdt+07y+5OsOUIh+3dqK1awXq0c6cEpmbTvsIlTqPorceTuGpdGWwzglFFGqY+nEz0wJYMruZs4pT4/3BQjXBccgLEl4ZRRRimM7vsnpdP2/XJOoacobhdgjGBcqvMzGaWJhhilJkcujbbsK6A3hJwyyihFLjc4tTvnlFgOc9rEmBTatBt7Rn3NjTRK/b2c6f7JGbTjgJxT7aNNIeAbhJzCnpk+CAdOvmI5HOLnRv9iOXxCPL9BXSM41UHKKSN1Oxw56PbNLVC37zJAtydEenO4rqG6XXpI6+PKcnibAXJ4QKcwGnAF6/YRPaOoZ0ZIi9LtGhotDdpxNhDuLvb00NRMOlZwnl76ZAOX11dFiB9uT9JZWb/8yQaR4DHKKG3dyoFmTsuiw3ln6aVP1lNxabnocADhulDWL3+6kdt2/NVGKaqb4/2hDQXeH3oGSwopIZ8Qa75uZ77yc1q52LOCzT1xnnkg4VSQjwsb3XsPnxFzyiij1NPNgR6elkVH8op4zSWcModW7joETsnmZ5RR6sWcyqKD4NTHmJ/gcIBzeZPZaXpFsGeMNEoDvFzowcmZtO/IGdOeEay5UUYpeoCCU0ePyzlljrbZc+gUvSTklFFGqZe7Iz00LYtycs/Six/L5DDnXY5JoR0HT4rksOnAKdaQAydfT2d6cGoWHThaLYcFa45Uh0Fdwk1yWLDmf4xuP2OIbu9jkG5/2CDdjtB9I3V7l/aBvGc27lbPo/eGHJ7ym26XyOHeWaE0xCDdDt3Q4nR7l3BjdXu+XA5raLQkaMfZYDg72rKCPXuulHuWnrtYpvwsXw8nkwFYcI6fJRGsRhmlLk627DyfKiymZz9cT+eL1ecXxKGV6XQo76x4fkYZpe6u9jy/46cu0PNzN3BPVlWggi3GhXCstQIFC07BeUY7GSmnYHSDU8dOnKPnPlwnWnOjjFIXR1t6eFomnSkqMXFKMD/c8j4wOYMO5xXR80JOGWWUtnKxo0emZ1PBmQv03EfrRJwKC3TnW94DuYX0/Nz1VCyYX22jVOLoeMLonppFeSfOM6cuFJf/5UYp9gx4XlhUQs9/tEHEKdzI4cbxaL5cDhtllLo529HM6Vl0srCYxyThFA4H7p2QTjm5heL58YFTmjwaxQNyeHoW5Z88T88KOQW9gDoB73y+RSyHWbefN0q3Zxqi2/tDt3c2TrefPmuMbr/PIN0+vFq3S+cH3f7IdJNul8phcHzEVXLdjq4HLV+358t0+1RjdLuGRkuBdpz/AKBtEk7/kG/y9AdrqfB8qehUkpVZ4UVuWl90oewvN0od7G1YQJeWldPTc9ayISG95S04fYGfJVEcRhmlMJBgtJ27UFq95urzw0346F7RnF+1dke+cpsGcAq5dqieCU6dOVciM7qnZfMzpJwyGaURYqMUnIIBgb6g0j3TupXJgICjKuVUf4MOnBwdbHgfX7hYxmt+VsApf77lzWBHFWslmR+M0qsMOHByrXbkCs+V8pgke8YooxR75oEpmVReXkFPCTnFt9jTs+jUGZMclqy5UUapI+Tw1Ew2kJlTgvn5VR8OHD8l5xR0TJ/sNobIYRw4wal4as4aEadQRBAF0d41gFP3TzJOt8ORO11YLNftmcbpdtyCGqHbvQ3W7VcbwCknB7NuL5Pr9uSWqduxZ4zT7ZGcp9xSdLuGRkuAdpz/IKCK7T3j08nJzpqemr2GThRelN2eTM+mktIKenL2ajpdVPyXG6WY332TMrmVz5Oz19DJs8UiAwLzw2nkk7PWiBSHUUapva3J6LYgoidmraFTgvl1SAzgntHvfQkFm6esYLnn8Lg0cra3YUOkQMApnHTDeYYye3KWjFNdU4INMUoxv39NzOD/f0rIKddqAwI3VXh/p4tK/vIDJ7TwQQgq2ns9KeSUZ/XhQOG5Et5/kj0zsEs49esoP3BiR256FpVXVFavefFfbpSCS3dPSCcHW7kcxu3JzBnZVFICTmHPlPzlRik4hfxUFH6TymHT4UA2nTtfKpbD/TsacwsKpwI8R3FelsMCTqEg2rg+MfTeF3I5bJRuZ0duRhaVGqTbR17Buv1qA3U7HPorVbdDDhun24No1FXVun2HXLfbmXW7YH4aGn81tOP8B8LcrsPb3YGFYf6pC8rPQi/Wh6dXG0izZMraKKMU80MLGIRAQRjmn1afnzMcuRlZ3FIByuxEYfFfbpSyATE5g5wdbdiAOH5Gfc0z4vxpYv9YrjaKSsuSNb91dHsugvSMkFN2tlZsQGCeWHOJsmajtLfcKMX8kB+H/Cgpp9iAmGEykKR7xqgDJ8zvXxPTydXJVswpvuWdAQOpkucnMXCvzm5Lg7rKjVIYRg9OyWB5xZwSzM8ooxRrfsfYFPJqVS2HT0vlcBZZVR9+SDgFo7S2HCbB/BC+38rZjvfMccH8TIcDWXyjKpXDRt2CQj6h0JCTvQ2vuYRTmfH+3BngPQPksFG6nR05g3R7p+RAGtP7ytbtw3sap9tdrnTdbmuQbu9jjBy+06zbhXJYQ+OvhHacm4BDJy/Qjtwi/uwrOE+29jaUX1hc8zndQOgJ2nXcMDyZwvxbcbjZkYIi5ZdlY2XFIeBuLvb0+PuruajEX22UYn6oZhzs48IK9siJc8pjsrMx3S442FnRE++vpryT5//yk1LMDyfBvp5O9OT7qzl/SBWoOjt5QBy9//V2bo+h2sIRY0IrLhTDggI6clydU9ZWJgMCOYVPCDmVmWCMUYr53TwymYvoMKcK1Nfc1tqaHpyWSc4O1vTE+2tEnOpskFGK+aGyrn9rZ+bUUQGnHO1sOPQQRsnj72HPqBsjPdONMUrBqXsnprOjipvZYwJOGWWUYs1vHJFMof5uYk7hJg7RKMgJffz9NZR7UiaHjTBKMT84coHezux8SThlb2uKHLC3kctho25BMb+7J6SRj7ujmFPpsX5cOR9tuCCHJWvOuj3AON3eygDdnp0QQBNYDrc83e5ogG7v0t6YAyfM785xaeTXAnV7uFG6fVIGeRqh2+Nbnm7X0PiroB3nJjjNg17+lca+uYY/d8zbTv5t/WjOisM1n3eW5jToPKMFzJSBcZQY4U3PzFlH+48VygyIcakU5O3CJ6U5+UV/uVGK+aGPbrtQT3pm9lo6mHtWeUw4dUcOmZc7jO41dEgwP6NOSjE/tNiICHanp2avpZy8s6L+sFMGxNJsKNgdULBqo2JODYij5EgveuYDGafwLPSxDvF1FXPKKKMUY5oxKIHbTOH0HcWwVGFtacmOnI+no5hTRhmlmN+Nw5O4uvzT2DMCTtla45Y3k9xd7NipOCyYn1FGKeZ32+iUGkdVsmfMRuksoVGKMaGHPPqaM6eEcvjeCWkU4OXEjqqEU0YZpeb+t9GhniZOCeQwO3JTMsjTzV68Z4y6BcX8bhnV3nRgKORUSowPTbkmziSHhZzCc4zS7Yi2QYVkI+Swkbo9NrQ16/YDQt1+n0G63agDJ8zvphao2ycbqNvvuIJ1u4bGXwHtODeC801sW9BY7zy06xjbJ4Y6JgXQCx+tp12HTjf9LdXzrJtHtudWIhA8aAXzV5+UmvvfZsT5cRXU3YL5WVbf8rYNcOMwuP1HzxhmlKrC3Ks0Ocqbldmew+pjSo4yGW1zqhVshaKCxZhQxbZTsjGcunF4MsW2NSmzvQJOGWWUYkwT+sZSVrw/Pf/hejGn7hiTyj0vwal9Ak4ZZZSa20JhDz77wTraLeCUlZXpcABG99NCY8Qoo9Si2pFLCG/Ne0bCKRilkw0wSjEmVBNH2yRUXZdwCs+6dVQKReLwwwBOGWGUWlQfqKHvN8vhw6dlh7Tj06iNn6tYDht14IT5XTs4kZIiq+XwEaEcHhBnCKcM1e0jjNXtNQdOgjFB3kG3P9fCdPuEfrHiAyezbm8f3RJ1e2ANp6qEuj3uD9HtVX+5btfQ+LNh/af/xX84BneNIEc7a+61Fx/eWvQs3J588O0ObmOA3DSJUWphQfTOF9uoS0qQaExov+Rob00vfryBnZQAexvlZ0HYv/3FVm5jgPFJjFIYge9+uZUy4v3VH1Tdwge5di/MXU8B3s7Kz4HhN/WaOJ4fKjdLMKgLOGXDnEqK8hY9C0px7vc72alwd7UTGRAWZMHz65EeIhoT8tXBKfRBjgxxJw83B+VnwZF776tt9NyH6zm8WWKU4uT83S+3UXaijFOje0eTA/bM3PUU7OuCTFNlYwS3vK99tolenLtB+cDCbJTCGYdRCvkgwcT+ceSwaBdzCv1iRZyysKC3F26lXlltRGMa0i2SHOxsuL9ou7aeXGRLFdcOTmBDEpzCe5QYpZaWJjncqX0gSTDyqmjOxwYPQgPcyF1xz5gPad9csJnlsIRTkMMojAdOpcb6krInQMSHoZAJcCqQRqMKyMupFiY5fHWH0Jal27+r1u1Oxuj2rqnBYt0O3QfdHhHUivy8nEW6HeH74BTkqCrS2pnl8FaWWRKM7QNOmXQ7Uh4M0e2dpbo9vIZTydEy3T75Et1ub4gcNky3f7KBxveLFT1LQ+PPgkUVauBfQTh79iy5ublRYWEhubq6ip+HvGaEaDeG3AN5VNqMvoDl5ZVUCSvEwhRqyRWMFIFn4fcrK/EsS+VnVZRX8gkpGIHiGRbCMeFZcJ4kYzI/y2ywiedXWcX2WpPmhx+0+IPXvMLEgwqsubUlG5aydTLNz84QTlnw2KRrjjFhfnZGcKqyipW2EZzCOjHXW9CeMWJMQFlZBe8Z6VphfuXVcsquBcmpZnGqkX1s4pRBcpiI170lccoI2Wnk/qsth/H+WoScqiWH7awtyUIqh1uobq80Sg7/Fbq9gX3cbN3+Z+gGrdubteaQK3jJOW+PITcn9UP7P8s30PjnQt84GwQYcs0JW7G0suBquBDKJWXlXHBGVUDzs6oN5bLyKrJSvEmzsLKgqjKTIispLTcpDUUDgsdUgvlVUUlZpXx+JRX8+9L5QZkBPL/GjDZ+nxaNrnlpWSVZK84PBlpVZSX/qdKyCr4FtRCvuTGcQv9bLBfSEHh+Ak5VGcQpjMXCIE6hBQzesJRTlaUmQ6tJnGpkTEZwCrDCs0pNa1VeUUWWVoL5meVUaTnZ2PwNOdXYPjZSDpdWcEisoXJYuubVPDdkz5QbwymzHC42Yn5mTmHP4Fkkk8MlRsjhFqrbq/7Our2Bfdxs3d7YmLRu/9M5VVGBw8KqmveoodFSoR1ng3DbyBTyamZo6ze/HOActKPHz3EV6N5ZbchK8aj0v++uorCgVrR6ax4N6BxOnRMDlJ6zK+cUh+Dg9K9T+wDqlRlKNorCcO4Pu6joQik/s1taMPXJClVOqr/vpWWUHudLyzceo2s6h1Mnxfmt3pZH36zcz/19O7c3rbn1ZdYcByENhZG9Pn8z2dtZ0ea9Jzgkq3NSoJKuRk/DR99cSQ72NpyvfFVGG7JVNEoXrc6hTXuOU/6pi2JOPTlnLQX6ONPabfkiTiGP7eVPN7KjhPlJODVv8R46cfYC7T10Rsyph19bQUmRXrRic66IUxt3H6d5S/bwwQdzKrMNWSvO750vt3LUwda9J7gicW/F+WEs97+ynDolBdDPG47QwM7h1FFxfkvXH6aVW3PpVGGxmFMIPfXycKD1O47TgE7hPD6VJ6EA2tMfrOUQ68b2TGP7eOGyfXQ4/ywdzC2ibql4f6FkpWh0//utXyk61IN+3ZIr2jNb95+gD77dzg5h5/aBPCZVTs3+Zjv3dN1+4JSIU8Bdzy/lXN5lQk79svkYLVl3iM6eK+X0oF4NyOHG8PK8jdzebeOuAhrQKYw6KcphVHr+33dXGSKHv1l5gHbnnKajBQbo9vdWU1igm1i3I4/0rc83k4WFpVy3L9pFRecN0u0vL6P0dr60fFPDur2xfYyc269+2UcXi+Vy+I0Fm7mlU0vS7T+uOUQbd+cbottRsRupZmu3S3V7Ib30yXqysTHJYQmnLpaU08zXlnOKkIZGS4Z2nA0C+uXZ2zVvOXGqjVyTUb2iuZALBMfIXlFcBbi5gKMbH+7FxZ2QO4RjQAjp5oowKAvcKqF6KXJhiksqaFjPSFOYZjNhbWXBeVB9O7blZ/H8ropWU2YWyLsMoBA/N/rgmx18g9JLIb/G1saS85iuH5bMhU6KS8q5P69NPcK6MUWNXq6hAa248A3ySjGoXpnNX3P08cSz0KbhtXmbeM2H9ojkdjDNBU7/0a5sXN9Ynh/WfESvKLJR4BReE/iUGO5Nby3cwqfBvZQ4Zc1OM6p7viDllLUFebs70TWdwtkJu1isvmcQz5fSzo/Cgtxp1lfbBZyy4neIXFAzp4ZfFaVkICEXP9DHhXPHsFYmmRDdbAMJzjd+o0tKMPm1dqaPf9jF87tKcX6ooYBCQ8jjvdjAnmnKuKJCPDn38q0F1ZxS2jNWbGAxp+Y2zKnG9jHm4dnKkYZ1jzLJYQGn8GeQAxjTxoPz31kmZDR/zRFOa2tjze2Onv8InKpQ5hSqGXt5OFGvrFARpwCL6uJxgd4u9NF3OwWcsiRHBxuaNiihRjeocgrzCA/yoIxYPz7MrBLJYROnUG9AJIetLKkVdHtvuW6HHDZEt9uYdXuKAbrdknxbOxmi2/EbqD3Sxt+N5jSg2xvbx5BTDna2dMOwuEZ1e2MAD4zQ7agzYJxutyRXZ2N0O+zFdm1bU1KETLdDDtfo9kbkcFPHpaHR0qGPdgzCxSZW364Pwb6u3IIJN4VvzN9MxYJnwSC9YVgSfblsPy38eZ9y1UNU5/3XxHTavv8kvfX5FrpQUq48JrSkwfw27DTND6FwqkAVxumD4+mLpXv5pqhKMD+0xti67wSfLkveX2xYa+53+fWK/fT50r3Kaw5j9J4J6bTz4Cl6Z+EWOnex6Tnz9XEK89u8p4DeFHIKBXTQjusr5pT6/LDmqPy8/YCJU+eL1TkFIwt9T3Hb+8b8LSJOoWjRjCEJJk4J9wzWfNu+E1xMSbJn0BsWz1q3I796z6iHr6EyKypSL1y6l74Q7BmWU5MzaMveAvGeQfse5tRyAzg1IZ12GMCpYD/T/DYxpzZTsYBTKTG+dP2QRPpi2V76XCyHM2jbfjmn2tbi1OufyeQwnGdUhF8olMNmOWUEp+LCvfjA92twSiCHseYmOXzSJIclnKrR7QWG6PYbr2Ddnllbt//cMnU78qhbgm6/f3KmIbo9Mcqb23EZotsnGKPbWzIqKiqouLhYf4qvvDWoRCGJJkI7zo3AybZpJ2cff7+TTp8rIVV4uTvSQ1OzuEn983PXiQQr+infPro9LV6TQ5/8uFtZGKIC7r8mpdOpM8X04sfrqbCBXtWNwdvDkR6elskhkbgpPNeMQmr1Gd0Q9otWyecHQ7ng9AV64aN1dPaC+vzCg9y5F/LSdYfp40W7qKIZm7DumO6ZkEZniko4vFnKqQenZtZwqkjAKfQbvmNsCi1ec0jOqYnpdLqwmEO8zkg4xXsmk44eLzJxSjA/9Pa9ZWR7DnX/VDi/+yZn0InTF/nWSsIpVAueOS2Lco4V0nMfraPzgj3DjtzQRPphVQ59uni3slGK+T0wJZOOnzTtGQmnIqs5tWTNYfpk0S7RmuNA5vRZcGoDnZHK4WlZdKzgHN/0SjgFo/u2UdgzcjkFR+DkmYtiOewDTk3PosN5Jjks4RRa8+GQ1gg5zJw6JZfDEZDD41JpyToTp1QdHZMcBqdKuKKxXLcbI4djjNbthcbp9iMG6XYcqEEOtyTdjv7a0O2f/NgydDueBd2eZ6BuXwLdLpTDl+p29fm1NEBf5ubm0u7du+nAgQP6c+DKW4M9e/ZQaWnT5IR2nBtBsKcjLbghk+ZMS+PP00Pb0bH9uTS2Q9Bvn+wgsrMieu6DdZR36oLy5kQ4JAyIivIqemLWajpReFH5WQgzumd8Gv26+Rj3cVQ1IDCmuyekcbgT+i7mC+bn6mRHM6dnU0lJOT3x/hrO/5EIeyizXzYd41YwkvnhRgchQk/NXkPHT18UnQTDGFmzLY9mfbODyhWLXGBMCH1COJeZU1VCTkHXPzlrNRWcUZ9fGz83PlVetcXEKRQIUh3TXePTOKz8GQM4BUcHOb3SPRMR7E53j0/l/Espp+DIISz5qdlrRZxydbajmTOy6cLFMtOeOav+LITm3TaqPS3feJT5KZkfDgfw24ZwamIardqaV80p9T2D/rAIAUZPbAmn8KwHp2ZxpVcpp8ICW3EvZCPkMBw5hPqyHD4t2zMPT8/ikPTHhXIYjtwdY1JoxaajNFvKqUkZHOsOOSzhFN9iT0znehazvpFxCk64nY2lcbq9oor3jFS33zvhN05J5DC4aZRuf9gg3R5psG43yWGZbg/yaZm6/X4jdfvE9Fpy2AjdLpPDLQl5eXl05swZ8vb2pjZt2lBoaKj+hF45axASEkJWVlZ8ONKUSwXtODfReY7xc+FPmJcTt53ycbP/7dPKnm9AQ/xc6ZkP1tLBvEJlYYg8pHsmplFrNwc2ao4cL1J8ElGAtws9MAVhcCfozc83c4EY1TEhBA7hOFCwOXlnlceEZ90/JYOLuTyG+RWckzmqk9Np4+4CevPzLVSmqMwwJpy4+rd2ZgV7KF99fj4eTvTA5Azasf8kjwkOneqYbhyRRG38XelZAzgFh9CrlSM9MUvGKX8vZ3pgciaHwYk5NTKZ+xajyNNBIafum5ROrVzsTXtGwCkYSPdPSufQSuZUdYshlTHdPiaFArycTJwSzA+5lw9Ny+R+l4+/t4YLDqmibaDJ6N6wK59D6iR7Bsatj4cjPTlrDRfrUgVysCGnTJzaIuIUbqtqc0qyZ2BIerjK5TDCNM0h7lJO3Tq6PQV6OdPTs2VyGJx6cGoGuTjaiPcM0ibgVGw0gFN3jk3hSAspp3CzDjm8HSHukMMCThmq2ycYo9v9vX7T7W8tvIJ1u1kOV8jk8D9Ftx8+LpTDkzMM0+0hBuj2lhKebXaaPT09ycHBgezt7fXH/spZA0dHR/Ly8qILFy5QeXnjaQbacTYIKCYxqX8sZcb5cQGdHQdPKgtDPAvKOjbUg56cvZZ25ZxWHlfrVqZw3QNHC+mVeZu4PYbqmKZeE0dp7Xz4Rmf7wVOi+eGWIiKwFRtIqPapCl8PJ57fvsOn6ZVPNyrnWGFMMwYncD4vTkp35JxSHpOHG0IPM+hIfhGv+cVS9TWf2C+WMuP96Hlw6oCMUzcOT6K4ME8xpzwRJjYlk3Jyz9LLn26iYgGnpgyI44qqKHayXbhncJsaFewu5pS3mVNHztAr88Ap9flNH5RA7aO96ZkPZJzCs3A7FOLvygYSqvFLjO4HJ2fS7kOn6NVPNyk7FRjT9UOTKCG8NVdp3SmYn6ebiVM4YGBOCfYMiphlxJo4BTmsCjwLBiAKffGeEXCK0yamZHGFeSmnpg2Kp9RaclgVeBbSS9oGuIn3jJ+nM7+/PSyHoWfUOXXdkERKjPAScwpyGGM6nFfEY5Jw6hLdfsAI3S6Xw/8I3T7lN91eKpgfdHvyFa7b48M8OcKppej2yQbp9r8aZWWmMHg4VxpXLmxtbWsOShqDdpwNBMJ9B3eN4JYKMEjRHqFK8KyJ/eO47QBykNbuzFceVytnO86xKjh1gZ6fu4FbMamOaViPKOrXsS29+ulGWrNDNr/pgxMoO8GfqzGu26U+Pw9Xe3p4mik/HM9CtUnVMY3uFc1tHpDXtm5nvvL8ELqGW6bTRcX04twNdF4xBwljGtQlglu/vDrPxCnFyDV+1oS+sdQ9tZpTO9TX3K2aUyfOXKQXPpJxamj3SOrPnJLvGRQsQosc5pRgz7i7gFPmHLINIk6h2uzV2eAU9ow6p/CsG4YmUVqMD1dHXi/YMzCQsGeOFBTVVMVVHdPYq9txZeWXPt4g5hSMtlOFF+kF7BkBp4Z0i6RrOoUxp9YK1xwGYJfkQM5Zl3CqlYsdPTw1k8MXWQ4L1nx4jyjq2yHUEDl87ZBEdgqxZyScglOBPXOsoEgsh8f0iaHeGXJOQQ7D0UH+u5RT0O215bBMt8dSNyN1+2ljdHv/lqzbP94o4tSoWrodcpiEuv1MC9Pt4/vGUg8DdfvJFqTbWwJ0xe8rGxbNqOiuHec/AFCIqGKL/Bz03lMVhsCgLuE0rEckvbtwKxc8UYWTA/L2Mjmv7ZkP14qKZfRMD6EJ/drRrC+30eK1h0TCcETPKOrfqS2987lsfs6OtlxI6ez5Ug4PKrqoPj/0pBzbO4beE84Pba+Qa4dcyWc/WkeFgmIZXWtxavHaHOUCHgAOdrDu734hW3PM78EpGXyTI+VUj7QQPoGf9ZWcU9gvA7uE0zvCPePsYMtG27kL1ZwSzA/9LcdfHUPvf7lVPD84qn2y2tBbn2+ln9YfFhmAj0zL5mI1uBE/J9gzOEyDYfouz0/GKRilCIN8FpwS7JluqcF8U4icvcVCOTy4WwQ7Tu8YIIfhPCNn/Rkhp9CSaBxzSr5n8O76dmhr4pRgfi6OpjoWhedMnJLI4as7tKXRvc2cEsrhSekcWQFOGSWHf1wDOaz8KJZRhun2Kcbo9h4G63b01TZKtxcZqtu30o9CTv2rBep29GRGCy4jdPsDLVC3a2i0BGjH+Q8CenkizO/Ln/fR/J92K1diBLq0D6Kpg+Lps8W7af5Pe5Qr4qKfLgwIc4EZ3IaqIjXGl/MJ0fZj/pI9ygU8gN6ZoWwAzlu8mxYs3as8P/TRxkkpfh0hS5LqumiNcf2QBPr8p7285pWCNb9rfCo52FqzIXnybLGMU6OSuR0JxlReKWtRNL0WpyTzgwFhLjBzSsCplBgf7oUMTn22ZLeIUzjcwa2OiVN7RJyCUYquyAgdlVRCRdurG4YnmTi1RH3NgX4dw2j0VVH06aLd3CZFdX4O9tZ8S1heUSHeM2hRdO3gBJq/RM4p5ILaWlvR0x+sE3EKLXxuHpHErVakcrh7WjBNviaW94yEU5gfDgfQk9YITiH01whOXZ0dSmP7RHNVeYkcdqiWw1hrKafQRxdtvcAnMafGp5G9TbUcFnDqN92+/wrW7e0N0e3ofTyubztDdDscOaN0O6rBX7G6PQm6PaGF63b1+Wk0H87OzrRly5a/ZOmeffZZ6tq1K11J0I7zHwi0MYABuHJzLt9eljYhdv5ySI705iIeuA1476vtyoIV1Q5RKRQhXsixOi6ozorql5jf8k1H6b2vtlGZYH7sqA5L5Juh979CJU31+UHYO9lbcy6opNJkTNvWXABp2foj9O6X20Rrjnfn1cqBFVDeqfPKYwoPdK+ull7NKcX8VCAx0psLp6DNBt6fZH6oFIrwZhg1koq/kcHuXLkbFVUxPwmn0tr50k3Dk2nJWvmeAc9RMRR5ewiLVEVMG08u5rJso4lTqkVvgI7JgTRtcDxHtbzP1WfVnmVrA0cuk+xsrXjPIPxeFfHhXqa2bOuPiDkFbnq6VnNKUJ0VchicWsmc2i6SwynRJqfCCE4hZ93NycQpiRyOMsvhjUerOVUhclSvHZJgksNCTqFKtqOdXA6jrdddY01yGDJBsuYorobiXCiuJqmSbbRuv7XF6XbT/FYYodvj/AzW7TZiTqFlZ4vV7VuM0O1e1br9iCG63cNw3b5dxKm/Cw6dvEA7cosu+8H3/wycO3eO4uPj/5S/9U+AdpybSf59BefJ1t6G8guLaz6nG+iBiCrECGfde+QMvSzI0TH3qIQxguqsyJcsVizAYm2FojeopIlKk2vp2An16pcBKDQ0JYN255yilz7ZqFwsA4gNbc1G98bdx8Xzu3NsGvl6mCpN5p6UVfdEGxEU73jp443KBWYwJhRSauvvxgVKJBVHubL1lAzaf7SQ10k1VxJoG9CKWwtt3XtCvOaIQAhBddbZa+mogFPmPYNCQ1JORbfxoLvHpdHmPcfpFeH8bh+N6qxO9MTstSJOoXI3brF3HjhpWnPB/JIivOnW0cm0YWe+qCgT5nfP+HQ2AE175ryoyvL9kzJo274Tpj0jGNONw5OpjZ8rG6VSTmHP7D18WiyH4VTAAASnpHvm1lEpXCUbjs4xAadQuRtVsncdNMlhCadw+IECTxt2Ha8uEKQ+P7QI83E3c0p9fiF+bny4s32/WQ6rjwm3jaEsh9eK5bBRuh2OuNbtTdXtqYbq9p0G6fawAIN0+2QjdXu6IbqdK8v7GqzbsWcEcurv4DcMevlXGvvmmst+8P0/y3nWMA7acW4m+e+Yt5382/rRnBWHaz7vLM1p0HlGmxwYysjRQWieJMwIrTqQd3n0+Dlur6Cae4LehtcOTqR2bT3p6TnruCWCKtCyBaF5KMACRxz5bapA2w8os0N5RSykJfODsI8Kcucx5QjaULRu5UCPTMvim0Y8SzXvEmOack0cJUV6cfXS/cfU21CAU1Cw5y6WiUPz0GYDeYnHCqo51QCXG5sfisLghggGxIFcdU65V3OqsKhEzKlAHzgVWXQoX84pGN3RIdWcErTZQBXpmdOz6MSZC+w0SXLkwgLc6d6JGXTgWCFzQTI/3HyhyrK0dYu3hyPNnJZN+SfP01Oz1oj2zLSB8RQfbgynUOeh0AA5DAOQi6sdB6dkcvi6oYlcuRvclLRugRxG2P2pwmIxp8yHHznHCtnBlMwPIZoRQa14z0g45eVu2jP5p85Xyyl1TqGKNCp3Qw5LOFWj2y9cmbrd/R+g28Ep6HbsGQmnUETwitbtgxIozkjdfk6u21syzjfxcK+pP9cY0F/6f/7nf6h9+/bk6upKvXv3pmPHjtUUvtq4cSP/9yOPPEIDBgygm266iVq1akXBwcE0d+7cmudMmjSJpk+fTqNGjSIXFxeKioqin3766ZIq4w8//DCFhYVxe65rrrmm5u8A27Zto8zMTP7dbt26XfK9KwXacTaI1KWN9ObkYhLVoWuPv7+a8gQ3Oqh6+MiMbCopKafH31utHJJlqrLcrrp1y3o+BZQVKMkiG2tL7lEpCa00KzMUZcJaqYZkYX5TBsZxnuOzc9bxzYAqnBxNhaKgDB97b41yyJK5umenpACu0ou2QpICJbj5MoeuSTiF3pvgVGlpBT32voxTKIKVhTYbH8k4ZSoUlUm2NpY8JgmnUJ31kenZXAEVe0bCKRhIyAOEgbT3iGzPPDQ1iywtiPszS+bn19qJHp6axYW+nnh/DZ0oVJ8fWrckhHuxgSTZMy5OtjRzRjaVV1RyX1cJp8b2ieEqveCUdM/AIXSwtRLLYRi4j0zvwLdCJjmsvuYoYpbezo+e+2CdWA6DU9ZWFmJO4fDj4enZdPYcOCXbMzj8QEiylFMoFIV9XFlZxZySyGEUHuuYaAyn/jWxZep2cwutK1W3pxih26uLQJJZt59qQbrdwUDdXibX7eMM1u3o+SzV7Rq/4c0336QPPviA8vLyyNfXl8aNG1fv8nz33XfUuXNnOnnyJP3nP/+hadOmUVHRbz3A4Uhfd9113L96/Pjx7Eyb8cADD9CKFSto+fLllJubS5GRkexkA+iBDEe6R48e/Oz//d//5TFdadCO858IKJ7bxqRQGz83FoaSYhIowPLwjGxytIeyXsPGqXJrk55RXEzpxY838EmpZH7I2/P3cmKlKKnEyJU0Z2RzYQoYEFWKqaDc2qR3DHVJCeLWGIcLfhMOzYWtjRUX9YHyx5guKIYZYUyoqIpiPK98vFHUqxRrjrw9hGUxpxQdJsDe1poenp7Fubx4f40dBjXWhqJXRhvm1L6jZ0TzQ7hnkLcLj0lyOg0jZOaMLJOyfm81VSrmfZkNpO6pwdziRnLjAU7hQM3bw4Hnd75YrbUJ4OYCoxsGYBXfVKjWiWKju18sdUwKYAPp2Al1ow1rjVte5F3CQFINJTe1mIqg3pltuEXRniMyTt0+NpVDNbFnTp9Tl8OQv3DkULwI70+1kBLmh2q4PdODec9Ibp4xv3smpJOvpyOPqUixXY7Z6IYcRiEzlsMCTqEafOfkQJbDknBWlsNTMvgwDGNSDUHldkBdI7jSMjgl6Y1u1u0IAQenThmi221Yt6vWQTC1mIr8Y3S7IJqhrm6XtGAaXVu3H5frdqSqYH6SVnGX6PaDQt0+6jfdrnoYWqPbp2WRa7VuL1PMn66r2/cKdTty8oN8TLpdcoutYcL1119P0dHR3HP68ccfpyVLltCRI0d+tzy4lR4xYgRZWVmxY1xaWkq7d++u+X7fvn25oBe+P3nyZMrJyWFHGMX9Xn75ZXr66afJz8+Pex/D8YYjffjwYVq5ciWdOHGCb7XxvaysLBo5cuQV93osqlTLHLZQnD17ltzc3KiwsJDDFaRAXjNCtBuDc1kJWTVxKbHke46c5rAZtIRBGBuq9qqgsqqSNu89wf/t29qZ88lUn3U4v4hPIy0sLSg50kv5OZgfnEH0//NoZU9tfF2Vn4VCIpv2FhB8HBglHq52ys9CyNqJM8V8gxkf1rrR52BtLS0s653f1gMn+bACTjRyFFXHhBwt9KiEwZ0c5c1VUVWAMeH2E2GoMEyigt1FnNqy7wQbyT6eTpxPpvqsowVFNUV4cOMEA1yZU4dO0bkLZRzmHOqvzik4zBv3FsC/pCBfV2rtZq/8rJxqTllbW1JCeOOcamh+2w+epNKySvJsZc8HBarPglGEPYP3h9zJVs62ys/af+wMOwEw4hFOLJnfln0FBBfAy92R/D2dlJ+Fmgy4gYHB3T6qcU41tI93HT7NYba4PQ4PcBPtGaw5VVlQgLczG+Cqz0I4c8Hpi2RpZUFJETI5vCPnFBWXlHPf7mAfdU6h6vqmvSf4pjcssBW5u6jLYaQUnDx7kQ8bYkM9RfPbeuAEVVRUUWt3Rwpo7SSXw1VVlBLlI5JTRut2WBV+Ut1+vIiOnzJOt+OAD3IY9Qf+LN1+uX2sotsbmt+2at3uaaRuj/Qiaysr5TFd6bp916FTproFVUQH3x5Nbk521FJ8g+LiYjpw4ACFhoaSvb294b7DnGlpFOPnQkaEaj/22GOXOKoY79KlSzl0esOGDZSUlMROLcK2FyxYUPNzCNnGv+Es43YZ/0Y1bAC3zu7u7rwGTk5O5O3tzetXu+9xSUkJ/fjjj+w84/k7duyo+d7//d//0bfffntJuHdLRHPes/WfNqorHDsOnqLS4ubdsJZXVHH+ytodeWSl6DCZUVZeSTm5hXQk/6yyAOMxQYtVEjerR1EI0ZgqKllZnzh9kawQjyoAFBmUB54jmV9FRSVdrKyktdvzyKrR+cFksWhwzZE7hDxOyZjMNwrrd+aL1xycwq2sUZw6lHeWjh4vknGqen4Yk3R+MEIKzlzgm3Upp3Cjvv/oGcrJtRDPD/vGkD1TXsnGFvaNZEz4VXBh96FTBuyZKnYum7ZnGl+rI/lFlFtwzpA90zRONbyPMb9ThRdp7dliMadwaAHHEPumpchh8BwHDeCUZH4W1fsPIZpGcAppE0ZxCjIq78Sfyal/tm7H/HDIjgr8f55ub2wfN0e3NwzDdfuu4y1Lt1e0TN2OoeA9aqgBN8NmHD9+nB3agIAAw5YTOc2Ojo60atUqvtmui2XLlnFOM/KgbWxs+GuHDh2iKw3acTYIqELq5dq8U7JvfjlAm/YUsPLpmRHM/YxVRdh/311Fbi62tO9IIQ3pFkkdEvyVnrMr5xS9+fkW1k/dUoM5jE1VHM79YRffDh05fo6uygjhMEvV+d330jIK9nWhvTy/COX5rd6WR18s38e3MOjL2ruB+aH/YUNK5fX5m6mkrJwO5p6lwV0jqGOimoCCE/jomyu5b2LXlCDqndWGrBSV2aLVObRqWy6dLiqhHukmTqm+vyfnrCUHOyuu8Dm4WwR1TFCbH5zTFz/ZwCfuXVODeExWikSYt3gP3/IeKzhPPYWcevi1FeTb2on2HTkj2jOoAv/xol1sbDXGqcbwzpdbuYggCo+hBypC4lTmh3y2+19ZzoW+9h8ppMHdI6hDvNr8lq4/TEs3HOFbtB7C+T330XqysrJg51LCKUTHIBzdxsaq0T3T2D5euGwfV6NGnp2UU/9+61eOGJByauv+EzTr6+18w9stTSaHZ3+znU4WFnNxvF4ZIcwr1fnd9fxS5tQ+oRz+ZfMx+n7VATp3sVzMqZfnbWRH/GCujFM4XPjfd1cZIoe/WXmANu0+zregYt3+3mpyc7YR6/bdh07T6ws28U0RdLtEDs9dtIsdS0N0+8vLOBqiMd3e2D7GgQD6tePmUiqH31iwmatstyTdjraDv249ZohuRyE7e0N0eyG9+Ml6Q3Q7qtLPfG25+NDjn4zXXnuNBg4cyAW/7r33Xs5jDgwMNOz5lpaWnPt855130quvvkpBQUEcwr1o0SK+6cbNtoeHB/373/+mBx98kG+5kS99pbXC0o6zQbC1teLQs+bmePh7O9PIq6LolXmb6GJJBee5qQhWkzIMoZg25+mzJXuoiqqoZ1pIs5+DXq4Q8jeNSKJnP1xPF4vLaWSvKKUQYhSoQa/nqzuE0lsLtrCzivkpnXBaEA3qFknrd+bx/AAYXM0FQrmQt3ft0ER64aP1LKxH9oqud80bU9Q4IU+K8qHMOH8+JMB5+FXpIUr5R3gWcpW5/VL1OiEHTKXvIkKwkE/ILSiKK2hELzVO4SKhc/sgig/3pvlL9vLX1DhlzX1d0c7p2Q/XyThlbUGhAa1oQOcwPrjg96fMKQvq1zGMdh48KeSUFReYmXxNLD3/4Ybq9xdN1go3MbhJiAv3Ymfp/S+3UXFJBQ3vGdns+aEKKn5jTJ92tHhNDs1fvIcvbFTnh7DMSf3jOBcUcmqkKqcsLSgrIYCSo73ps8V7eUzIwWwu7G2tyKo6R445VXJ5TjW2j7HPgvxcaUj3CHrtMxOn1OUwUa/MUDp47IxMDttYca7rtUMS+bDBxHM1TuEmKDrUk67KbEPvLNzCLWBG9FTbM/gN1MRYufmYWA67udjTtEGRXCegITncGPA77WN9KS3Wlz5ZtJvDUNXlsIlTz1VzCrLTRkFOgVN+Xi48J7SJk+h2vHLo9nahQt1uY8VzREVquW63pIhgd0N0O35jYNcI2rgrv0FONbaPIaecnezoumExXJtBxClLS5Nuj/enud+r63bsYej2W0a3Z30s0+2W5O1hjG6HvdgpOYgShLodcph7PY+plsMCTpnHpaGOKVOm0OjRo2nv3r3sxM6ZM8fw5fzvf//L+dPdu3fnImS4hUYxMDjOuGVeuHAhFxtDHnRaWhqPac2axkPW/07QjrNBQG6iKmDU3D0+lVtHIBRnyjXxZGutJnj6ZIeSk4M1ffzDbja6+3UIVRJGpr6ZGVyUAjdNaKMExauCxAhvum10ChfwQFGRSQPU54cTd1SRnr9kD58I981Wm19YQCuurvv4rDWcOzRlQDzZ2aiNqWNyIOeAvvvlVlaMAzq2VRoTerFiTE/OxphKaPKAeK7+q4KoEA+6d2Kaqd3DeRmncKPgZG9NH36/kw2kfh3U5hfs51qLUyU0+Zp4slfkVFyYF90JZf3Req76O1kwv2s6h5OzAZwK9Tf1zcT8Cs/J9gyqdrs52tJLn25kmYBK3jCcVIACOiiMhvmVlJZz4RqV+cFQvndSOj1Z/f4knOqeGkJOdjY0+9sdvObKnPJ15T2D3trMqQHxbMypoF3b1nTX2BR6+kM5p3Ag4+xgQ5/+uEckh81toSCnzgo5hRoKLqPac1EfPEvCKTjPZk6J5HAg+hdjz+D9YUzqcrhL+yCubP3+19t5TP0lnJqc+ZucEnAquo1xuh03qNAzH/+wq0Xp9tvHpLCjKtXtgw3S7W1r63beMwLdnlSt27+Q6fagFqrbEWGDAocfftdydPuVAqcmvt+m/lxTEBsby1Wv66J2KSvkINcF8pjNePfddy/5HvKda/++ra0t3ybjUx9wu4xQ7isZOibCIFJ/+N12UfXSIB9Xrj6LEL/nPlonanzfOTmIJg2Ipe9WHqB5OKFWrP/m7e7I/faQB4NbD/QVVAUKyvxrUjrtyjnNSlYyP4Qt4pYRoe6fCeaHm9mZ07Lo0LFCXnNJReOUGB+6flgSLVqVQ58u3q08JhQbQ6/L4ycv0AsfrePcUlUEeLnw+9sPTn2I+amveYfEAJoyII6+W3mQw6VV54fCUA9Ny+Iwv+c/WifilMmpSKc9h8Ap2Z7pkR5CY/rEyDnlYerFejjvLO8ZCacQrXHP+DS+EX9+rmzPDOwcToO6htPXmN9P6vPzb23qX3zgaKGYU7jNQW9QcEqyZ5hTUzM5N/z5uetEcjjYz40enJLBebxSTnVNCabxfWPoW6kcRluoaZmc48pyWMCpiCD0/E7nar9SOQwje1iPCNOeEXDK1xOcyqSDxwp5zSV7Jj3Wj64bkkDf/3pQLIehjxG+LeUUdPtDhun2wBan2+Go3jc5wxDd3tto3c5yWKjbo3/T7Z9cobodfc1bkm6/EhDs6UgLbsjk4l+X++D7+DmNvxf+FMf5pZde4opvqFSWkZFBq1evbvDnP/nkE048x8/j9OLrr7+mlkL+p4e2o2P7c2lsh6DfPtlBVFleSU/OUu9LCCAc8tEZ2XTmbDGX55e0tMCN1fVDE+nn9Udozrc7OFdOBagMCmFYVlZBT8xaLWqJAAMJPRwLTl/gvqAonqKKTsmBNLl/LP207jB98J1gfs523BrjAvr7vo8WYerzaxfqSbeNbk/LNx6lWd/sUG5Ng3ZQMETw2zihlnDK3dWBHr02m287sOanBPNDP+wbhyfRzxuO8E1hpWB+D07NovLySjGnELqGHpUnz1wUcwp9gtFvFpyS7hm09cIJPnNKML8AbxhIWVykBje9kvkhJBr9kH9aiz2zU3l+qEANOYVcbCmnEiO86JZR7WnZhqM0+xsZp2CUItcVchh1I1TRupUjzw95wVI5nBHnT9cOTqClBshh9FRGxMATQk6ZDj8yKf/0eX6WhFOmw4F21ZxSn5+bsz3vY/T35fkJOIVolFtHGiOHcfOMmlpS3e7xB+n22S1Et+PA0EjdPqV/nDG6fXoWXSg2Rrcj1WjFFarbk6HbRxip26vEnLoSAP8BFbMv99FO898Tf7jjjMTwO+64g2bOnEnr16+nxMRE6t27N1d8qw+//PILx+hPnTqVE8sHDRrEn61bt1JLIH+YlxOVFpeRj5v9b59W9hyO5dXKkUNVJP0EERYEAwIpMOh7iuJaqkDoIXpLomjGWwu3KPd6RhgXbovdXexZAR0RzA/K+tFrs9jARS9dSY/YlGoDYtXWPHr7i63K80Pe10PTMjnE/fH31tBRQY9RnL7fOyGN87Xe+nyLcg9OrPld41LZIGFO5auvuYOdqX8xWiY9hvkJOIXQQxTCW7c9nzklmR9uvjxdHcScQouOR67N5txGKaeSIr05B3DNNtmeAacemJJBLo6mXqySvrXurvb8/kpKK3h+uSfV55cVbzocWLU1l96R7Bn0mp2eyTURpJzCLSi4vm5nPr0p5NQ9E9KotZsDh2lKOIWcdcgpBC1K5XB8uBfdOirZEDmMcEg3J1t6TMgp8+EHqoBLOZUR60fXDkkwTA4jL1Qqh9GGDdEaG3bK5TDrdncjdbuFYbp9XTWnylqSbq+U6/b2iOAySrdPzeS0CSmnQgPcWGe1RN1uY4RuD4FuTzVIt6cZots1mo6DBw+yr6RxBTjOSBCfPn06N9Fu164dV2JDOfO333673p9/7rnnqE+fPnT33XdTTEwMV2dDs+4XX3yRWjJQTAK3ceghiNyTnTmnlZ+FYgsPTM4kHyjr99dwX0hVtPV3o3snpNOOAyfp1XmbqFSx8T3md+uo9txD8MnZa7lCpyrsbW3Y6EaRLpyUohWFxIC4fUx72rr3BL322SY2BFXnd/e4NGrj78rKbPdh9TH5e7nw+0MroFc/la05jIfE8NZcBRP9M1VhY2XFYc1+rZ1MnBLMDyHSMLZ2HJRz6uaRydSujQdzapeAU3Y2JgMJ/WWlnEIOGQoEbd9/kl79TDa/O8emUliAG98WS/aMk70t354gBxA3VnuP/JaT1FwkRnrz7cLmvQVcDEt1z6CS6r8mplOgj7OYU+ZcZVS3lnIKBx+xbT1NnBLIYVtraw7X9XKzF8vh8EB3li/bDZDDyCmNDGol5hQb3dOzqg93ZHsGt7y3jEqmrQZwCocf6KAglcOI1nhgcoYhcvjGYUbq9gzDdPs91br9NQN0e3SIQbp9Wia5Obcs3Q5H1RDd3tqZdTvSgwzR7RFehuj2+wzT7a6s25HK0VJ0u4bGP8pxLi0tpXXr1lHPnj1/+4OWlvzvlStX1vs7+HrtnwdwQ325n0efMjQ2r/0BKisr/7DP5YCiCghbQ0XIlz5eT2t35CuunGmd7hibSu3aetLzH66nDbvqv6FvCvy9nDmMEe06UMEUhTdUgPlNHRhPnZICuNAXbohUwUb3pAw+xX0O89utPj8UZcJJMNp1SOd3/dAkSm/nyxW3JWvu2cqBc0GPFhTVVPhUHROqaKKiJyoaSzmFIm3x4a15TJL5+Xo60UNTMjmHTLrmkwbEUZfkQHpx7npaK+AU2ljAkMRtE3NKMD84cvdNTOdc3heF85sxJJEy4/x4z6zfpT4/VI29f0oGBXg5c14i2mCpIirYg+4al0Z7D5/mYlGS+d08oj0lR3pVc0p9fsjlxeEH8sPNlZZVxzSxXyx1Tw2iFz9eT+t3qq+TqcpyGkW38RDL4UAfU4EgtOKS7plpgxK4bY9UDsORu29yJjuqUk7x4cCEdHaWXhBy6sbhyZQa48NyWLJnWnMubxbfeknlsNG6PbaF6XYUmTJMt080Xre/9PFGuW6P9RVzCrodkRGG6PY+MVx80yjdnmCQbkedB6N0e9f2zdPtf4XtrqHRYhznEydOUEVFBfn4+FzydfwbZczrA77enJ9HaXQ3N7eaD/qKAQgFz8/PN/yDnmXm1giX+/Tr2JarjqIS4+K1hy77c+YiDPj/y/0MHNWOSQH05ueb6af1hy/7c2Zc7lkI94QBcfzUBXr6AxSmKGnwWQ2NCX3/BnYJp3cWbqUl6y4/JvOoLvcsALf07aO9uaXFUsH8fDwd2alA+NszH6AwRanSmPAZ1Tua+mS1obcXbhHNDyHEyCE7U1RCz3ywVrTmaPuBoimo3N0gp6jxZ6GaLirQMqcE80M7GXAKeW2oGiuZ38Cu4dwv811wqsE90/CY8O3rhyVyaxr0I2+YUw2Pq7WHIz1QXSCoQU41YX5oQdK3Q1t66/OG90xjY4IxghvH2FBPehN7ZoP6ngnwdubbBTgVzzYwv6a8v/HsqAbzmv8kmB/yEnHgdOLMBV5zCaf6dwqjoT0iGpfDjYwJ350+OIGy4v1M8xPIKTa6kbN+qppTl5lfUzg1tEck9e/clt42QA7fMrI9334xpwTzw63XfZMy6NjxhuUwp1BWNTy/MdVOBcJiJXLKxQlyOJNOny0Wc6rJur0JemZKE3V7lVG6nQzU7Y2sVdVfoNub8v5G9TLp9sbkcGMywVDdnv2bbv9RaC9OaqJub0wOm3X7CQN0+zVdmqbbzc+C3/BH2O6XSw/V0PjHVdW+7777qLCwsOZz+PBh/rq3tzc73EZ/0LMMQD/Bhj6ofomKsWit8PlSU5+8uj9jLvtv0ciz0L9zQKcw+nTRbvpy2T7Ou6v7M2Y09Cw3Zzt6ZEYWF8J6es56Lu5T3881ZUwoNDSpfyzNW7ybFv68t94xmUfV0LNwo4PWDLgdQg/Or5bvV54fchsfmZ7FxTIg7M9dKFMaEz5oJzPqqmia9+Nu+uLn+te8Kc9CaC1C18orquipOeu4/YfqmqM1BgoNzf+pAU5R0541rEckDeoSQZ/+eHlONWV+CLcHp4pLwKl1Ik51Twvm1iifNbhnmvb+JvSNpd4ZIcypL5dfbs80Pi4PF3sOZ8W8TPOrh1NNnB8MpHFXxzCnFv6sPibsGeSUdkj0p09+kO0Z5NnBQEKxomcus2ea+v5gdA/tHsmc+uKycqrxZ3HO+gwUwqoQc6pr+2CaOjCuYTncxD2Dntj9OrQRy+FWLnb0yHRTIaynPqhfDjeVU70zQmlC33bVclh9H4NT0wYmUJeUQLEcRsVm7Bk4FZeTw9yO2qLx+aFVHHqiM6cE83N2MKU6INz3aaEchm6fATncIKeoybr9mkZ0u4VRup0M1O1NWCujdTsO1BrS7U19f9DtY3pFNaLbLf583T4kgRY0pNstmq7b4ag2pNubIodNuj3bMN0OOdyQbjc/q3Xr1n+I7Q6fQEOjxTvO2ABWVlZ82lMb+Levr2+9v4OvN+fn7ezsyNXV9ZKPOXTlj/o0FYmRXnw7tHTdEXrvq21ULggVQQum0b2j6YdVOTT7m+1Uofgsc14b5CbyfSTVWVPb+dJNw5NpydrD9N5X20XzG9I9kgZ1DeM2IqjqqDo/Z0eTUQoD6fFZq7kyrio6JAXQ9MHx9OOaQ9wbVHVMtjbWXNQHfRux5pKKvyg0hP7FqNL73pcyTuE2Z3y/dsypWQJOIa8Np++Wlham+RXKKnfj9gun5e8LOYWT7mHdI+iHX3NEnEKhKOwZFKhBpVDJnkFxLuS2LQanvlJfcxgq6M/cJ7sN7xlUbFZ9FgpFwUC6iIrNs9aIKv7i1hlGN1q3zBLsGeSsPzg1g6ytLLnQl2TPIKf71tFmTsn2TN8OYTSyV1S1HFZfcy4UNT2bqiqrxHI4I86Pb/eknAKG94ii/p3aijnl4gQ5nEWlpaaKzRJOIY0DkVeL1uQYIoeR8iCVwwkRXlwk0QjdjhZMY/oYp9strljdbmugbsfhh/G6XVIlOz7MON2Ow48JBuh2Oy7YZ9LtLIcFnEqOappubwm2u4ZGQ/hDmYRG2SkpKfTjjz/WfA15Bvh3VlZWvb+Dr9f+eeCHH3647M//GTh08gLtyC3iz76C82Rrb0P5hcU1n9PnSxvtcYgCFy9/spGKy9SKLZj77eGke832fC7cUKL4LOS1PTg5gxURqh4iFFUVyP27e3wabd5zXDy/nult+EZuzbZcLjCjOj9U/J05LZtsra1YwSIsUhWJEd50++j2nLv5yqfqaw4H4O7x6eTVylTxV1LF1tS/OIO27T9hyvsSrDkq4iL3a50BnMKYEGr7hJBTEcHuXHTKCE51rXbkpJyCAYEbD674O2uNiFOxYa3Z6EY+6cufyubXv2MYDe8RSau25dLrgvnBkcOegW2BQlH5py7IjO4RyZwnKdkznH87KYM8XO3YKJVwCvm34OcWA+RwpySTI7dme65sz9hYcU63qeDbGsoTcCqmjScXQGJOCeeHQ9pRvWPEnHLAjdz0LNPhB3NKfX7JUd7cYmqDAZxCsUy0fnxCKIdDq3X7NgM4lZ0QQNcOSTREt6P4mItBuv0eA3X7+KvbGabb7QzQ7Qk1uh1yWK7bvVvJOWWkbkdP8xsM0u0oiNaqhel2jcbh7OxMW7ZsUV6qnJwcioyM5FpSfxYsLCxo48aNhjyrVatW9NNPP/F/z5kzh8aOHWvIc//wIxi0onrjjTfovffeox07dtD1119P58+f5yrbwIQJEzjc2oxbb72Vvv32W3rqqado586d9Mgjj9DatWvppptuor/KaR708q809s01/Llj3nbyb+tHc1Ycrvm8szSnQefZxwOha9mUW3Cenpq9hkN6JDeOEPaonGjK1ypVLqSEtkn+Xk7cT1DSZiOwutfskfwienr2WjqrOKaavqdDErm67nMfqs8PrZdQ4MLT1Z6emLVWND8YSCh2gqI+T89Rnx9ObVG9NCzQjXlwKN9UyE61kBIMCPT3fWoWOKUu2FCADtWf9x4+U52vpc6pu8elcu6slFN+6DU7PZuOHgen1og4hbZlKDa0K+cU5/Iqc8rKkquXenPbORmnYCDB6M45dlbEKaBz+yCa0j+edgj3DFpLPTw1y1TtXtjOCZXJYXTvP3qG51ck2DNokYLiVVJO+Xg68eHHsYJzJjksWHO0LcPtCarrSjiFPYM8c19PR66SLZkfCtqhCvihPLkcRuGx6QPlnMLtLsaE8HTsGQmnuMXUhHRD5DB0KCoIS+UwdDvkVO4JuW6PC2vNvYKN0O33GKTbAwzU7elxaFuWyHJYqtvR6q+1QbodRSAPGsAp9KMPb2G6PQa6fZxct2N+OJhDBwXjdPs5sW7/u6D8+EEqmvc4Fb59F/8//m002rRpQwsWLLjka+fOnaP4+HjlZz788MN08803c2Qv0LVrV3r22Wfp7wi0OV69ejW3OW7xjvPIkSPpySef5BeQlJTEJwlwjM0FwA4dOkS5ubk1P5+dnU0ffPABvf7669zz+dNPP2UyxMXF0V+B86VNOxErLW84FMacL1JaVsE9HI+fviAT9pMyuCiTJOQMJzsw/iKDPVgp7j9WKOs1Oz2bzl8so8ffw/zUQ3piuQ1FCveBRCsD1fkhNAe34SF+Ljw/GFySSpMzkWNVVMKnrqohWVxleVACF+JBTqmkrRCK3syckc0hxOjrKuFUsJ8rh5ydPHNRFHJmqrKczP2e0bpl31H1+eGEe+b0Dly1VMopOHKoIo0bCjgoEk7dMTaF2ga4ifeMKRc0m4rOgVOrRWF+ydHeHK5rcgrXKodpsiM3MZ2NbjznQG6hyOh+cHImh+ni9kvCqRuGJbFceFrIKeSCYs2RP23i1AWZIzcxXcwpzA8VcSMC3cWcwk0qZALypzE/CadwI4eDPjOnVOeHXFccogT5OJs4JZgfqkijmv/pomKxHL5uSCIfREMOSzjFuh0hxIbodjdjdXuIMbodtouRuj3XAN1+l0G63ces21kOyziFujZI0WtRut3XON2O8H2jdLspf1qu21syqsrL6Mxrt1DBTYl07pP/0oUf3uH/x7/xdXy/pQKFkD/77LNm3dJWVVVxQeiWCMgMzOXll1+WP4v+BOC2GFf+uO5ftWoVZWRk1HwP1+jvvvvuJT8/fPhw2rVrF//81q1bqW/fvnQlgG90ppludBC6dqpIPUfHVNQnk0pLy/lZELDKjtzgBG79gZuTg7nqJ6VODjb0yLVZZG9rxWNSPd2s3Sv4/IVSFvZViuk+5nY5OM3HKf7RE+phRghDnnltNpfVwPyQE6o6pvF9Y02tPz5aT7sOq/dwtDPf6DjbsdEm4ZQXWrdMMxXQgSNX1shhUIPtcgbGc+4l2pFIjBpHe2t2dDhE+v3VohudIB8XvuW9UFzGnFJtT2F25BIivXjPHD5+TmQgPXJtNllaWLIBgbFJ+09jjZ79cF1NBXKlw4ExqRQV4k7PzllHeSfVjTaPVg6cd4m1xvvDwaHqmqMafGa8iVP7jqpzClxCCDHkFRz6M+dKRH1dsf/YAJy1miq4XLTa/K4dmsghyeDUoXz1Gx1nlsPZZGtjSY+9t5rOXVTnVFhgK24xBVmOwwEJp24dlULtQj1ZDuNQVBWtqh05DAacUg33NLcty070Z05JeipDt0N2ulXr9tNFJTLdPi2T94pYtw9KoNR21bo9T123c05+bd0uuAVt41et2y+adLvilvlNt4dX6/aCcyLdDk4ZotuvjqVOydW6/ZBct7tX6/aTZ43U7RUi3Y72itgz+3OlcjibHOxNuj1HwM+WisK37qSLi98zVTGvrCCqKDP9P1Xx1/F9IwCfCZeQuFVFePZ11133u7BnRO/279+fpk6dyrWgIiIiaP78+Zd95nfffUcxMTHk4eHB/77zzjtp2bJldO+99/LfuPrqq2tuutHdKDMzkxwdHWn79u00e/Zsvux0cXGh4OBgeuihh2qqwgPokjRu3Djy8/PjcOrOnTvTxYu/PzzZvXs3hYWF0Ysvvsj/Xr9+PXXr1o3HFB4eztHMZsDGwN/Bpay/vz+99NJLv3tejx496IsvviApLKpqz+YKAPo4oy0VKmybC4VJgLxmhGg3hjgve3Kybdo5BJb8qxUH6ExRMYX4uXFLit9qSzYPMLS5mqqFBRsACJtWfdaKTcc4ZMnGxpJbbqg+B8bjF8v20vmL5RQT6snGoOqzsEZf/3KADbbeWW34RkX1WWiFcLTgPIcNoq1IY8/BxqjvZ+BQojIk5okiMcgFUx0T8kARlo5WDCN7xZCNldqTwKlvVx7km0Z/LxfqlhqkPCbc8C5E5UsLC3Z+Q/xclZ/165Zj7ORYWVrQyF7Rys/B+qBS89lzpRQd6skHParPKjxfwhVe8XZ7pAfzza/qs1DIBWGMzo42XIxM9TkwjsGpsvIqigvz5Dxo1WfhdgKFeACMCfmOqs9CcRncqMKY75kRovwc5Nd9/tMeqrKwoNQYX76xV33Wqm15tO/wad6cKJCmuo/BKfAAN02oRZGV4K88JrTIMVUSt+DQebRlUn3W8o1HKCe3iOztrWlItwiBHAan9lFJaTm1a9uaZZXqsyBXvlt5kGUe2nxBhqo+CwWZck+cIw83B640r/qc0vIK3jNwvJIjvTl/UvVZa7bncdg9njX26sY51RTdHuTryhW4jdDt4CYO/lSf9cumY3yAaaRux80j2k0Zodt7Zbah1q0a1u2X28e1dbubsy3zU3VMrNt/3ksVFVUcjRAT2tJ0uzN1Sw2W63ZLC65v0lJ0O6p/Xyg2HVYcfGs0uTmZQoNbgm9QXFxMBw4coNDQULK3t2/y75XnH6CCm5NqWn/VDwvyenETWXu3ISngwCKMetCgQb893cKCQ5MR7QvH+T//+Q87lHCev/nmG3a4t23bxs5pXdxzzz3s4L7//vs1X0Oo9qBBg+i222675O8ilHvhwoXszOLGGXWq8Ew455s2baLevXvT008/zTe+cHBxeRobG0vPPPMMO9e//vorpaWl8XPMYy4tLaUhQ4bw740YMYLHgt955ZVXaOjQoZz626tXL5o1axY7xG+//TbNnDmTa2LBWb/xxht57BgLxm2+RUfR6mPHjrHTrvqeteNskON8bH8elTbztqi0rJysray4Cqa51YAqcIKIMEtLA56DsUAYSsdUUlbOhSX4OKEFzY9bHxgwP6PGVI7TX4PWHJxCJXu0e2kp8/sncMqo+eGWCTl80jHB2IIzbtiesby0JcoVx6krWA6znsGe4ce0nPm1NE6xHCYLsrIyaM2N4lRFBYe7tyROXfFyuLyCa1po3f7nrXl5RQUfouS8NZo8XB3o7+44I5cZYdmmG+bLwNKKnIffRy5D76E/w3H++OOP+UbYDNwad+jQgR588MHfPW/69OnsyJpvextynG+77bZLvlYX+B5qW+GGGFHHcHQLCgrIweH37xljxg32888/zzfX3bt3568/8cQT9Msvv1xyS/7AAw+wQ/3WW2/xM+Ggw+Gv3Y1pyZIlNY5zWVkZF63GYUG7du2U37N1g9/VaDJQ8dPLtXmnZN/8coB+2XKMT5bRc/aqjDbKZs1/311FxaXldL64nG8psuP9lZ6Dwh2vzd9EVVWm27jemepjmvvDLtpx8AQVXSijPpltuEWC6rPue2kZn5ZfrJ4f2vqoYPW2PJq3ZDc7Fb0yQqhXA2uOk9CGFOfr8zfzzQnmN7h7BHVQHBNOkh99cyVZWlpxz0u0J1HNoVi0Ood+Wn+YT5alnHpyzlo6d76Ezl0spyHd1TmFAlEvfLzBEE7NW7yHtuw7zmuO51wl4NTDr61gP0LKKVQy/uA7tFkh6pUezLcnqmN658utdCjvLJ09X0Z9stT3DBzw+19ZTo52VlRcWsF9PVXnt3T9Yfru14N8a9zYnmkMz320nvNT0YdVwqnD+UVchMfSwop6pAdR78xQ5X28cNk+Wrcjj0OapXvm32/9ygagVA5v3X+C3v1iK9+AXiXcM2hxtPfoGe7DKuEUcNfzS8nR3oouFleI9swvm4/RF8v3UmlZ43K4Mbw8byMdP3WBOSWRw6gW/L/vriJLK7kc/mblAfpl81G+RRPr9vdWcy9dKad2HzpNr3620RjdvmgX7ThgkG5/eRnZWDeu2xvbx4ga+HQxdHsV9coIFnHqjQWbObf/bLWcagm6HZEauFlHGLmUU0+hYOP5UpZ5Mt1eSC98vN4QTsFmmfnacj5EuRJQWXicyAJzacBxtrA0/dyfhJCQkN/9++jRo/X+rLu7OzulTUFwcPDvwrwfffRRDrWGs4q0W3NoN9J2AwIC6nWazcABABxhs9MMHDx4kL7++msO7TYDt9udOnXi/8Ytcu35IWTbXNSs9uGJeW4SaMfZINjaWnGrhOYAygLhZVHB7vTJot1s4KJ5vcopJ05pEA6EFiloMm/uqaqSq+Vob0sT+8fS6/M3sTAbeVWU0pisrSwoLdaf81S/Wraf8wCHKs4P0nj6oEQO6THPDyFLzQXy/hAShhBB9ErE/Eb0rH9+jSlqnLJ2Tw+hE6cv0PzFezgip0da88dkb2vNz0Le7GufYc0ruFeslcI64RYA+eFJEd700Q87RZzCDdWQHlG0efdx+myxhFPW/Jk+KJ5bkfCaX6U2P2trC0qM9OGQfYSclYg4Zcqb/eHXA0JOWZGbsz0bfW8v3FIzP5Ux4WapU3IQ979FaCze39DuEc1+FkdUoL7EyBT68LsdNP+nvaL5odBXdoI/9/YtLqmg4T0VOWVpQQM6h9OeQ6dEnEKupbWNFRdEQ3si7JnLcaqxfWxjZUkxbVtTkLczzV+yVyiHicb2jaVlG47Q/CV7+B2orDnyG9EucHTvaHpzwRaWnaqcws1ZVnwA72cJpwD8xnVDk+mzxbt5fhI57O3hRD1Sg7nft4RTeOd9skM5ZUIuhy3p5pHt6aWPN8jksJUlhQd5UEwbD/r4h11iOWyIbreBbrehif3janS7shy2sqTUdn6cT/+lULfjN6YNSmAboSE53Ng+hpxC+H//jm350Kkh3d4YwAPo9pNnZLodebzG6XZLCvF349S3j77byXtmWE91exGHTGiTKpXDWPcZgxOr56fOKfO4rhRYunlTo8V5qipNP2fE32tCn2o4rbWBvGgUZK4PuKWuW0H7cn/DstbXzSHWKMI1atQodl5x4wzHt7azjhvey93sokD0XXfdxRW9X3jhBf5aUFAQDR48mD766KN6fwd5zbXnd/z48d+10cJtOxzqumHazcWVcbTTAlBWUSVrJ3NNHBtbb32+RVCUCc5lAhdugFHz9S/7L0nIbw5QTOvOMam0amsuvTF/c6NVwxvrCzq6dxT9vOEIvbNwq/L8EMJ686hkimvbmueHG3vV+aFFEao/r9x8jA1T1TEB6HnaKzOEx/TVCvU1RyEeVDReu12+5h2SAmjGoHhavvGomFNTBsZTh0R/NmoknEKeJVpagFNvCud3VUYIjesbw5x6W8ApOHI3jmhPSZFePD8Jp5LQa3Z0Cq3cYuKUZH4Du4azI/7z+sOiPQOjBlVsw4NasfMsmV9mvD9dNySBVmyScQqA8d4lJdDEKcGeQZ7l3eNTabUBcqp7WghNGmByekWcQsXmoYmUEu0j3jPca3ZMCv26JZdvwSTzQ+4nnFMpp2DAg+dRbTzEnEpDr9lhScypN0WcsqCxV7fjW6/5Qk5FBrvTvRPTDJHDnZIDaeo18bRsozG6Pcsg3X7XGGPkcG+jdLvVb7pdKofbR/vQzSON0e04sEAEUYvS7YkBNGNwPC0XymEuuHhNHNfYket2Ux/51QZw6kqBQ8fhqFjV8A9VVpJDpxGG/D04hPv27WvwZ3ADjHDp8vJy+uqrr2jx4sXc+ag+IH8YecSnT59u1t8oKSlhp9jT05OdZoRmwxE2A7nMUVFRdMMNN9CZM2d4LMuXL7/EyUXxL+Qmr1y5klsYg5fjx4/n8c6bN49vsfFB4bM1a0yptCiMhvxtFJZGoTG0Oa7r6OP3+/XrR1Jox7kRONlaNWkhP/xmO4dSqcIs7LfuO8GhLzi5UxWG465uR93TgumbFQfYsFEVhri5fGByBveVfP6jdXRBcUxAh8RAmjYonjbtKaAX+TRf7Vk4CZ4+BJVCfdk4WiCYH1p1oE3KzoMn6fm560Xzu6ZzOA3uGs4K/zMUQVIcE/c4nJZFB44Wcq/L84Iqy+Z2Mtv2nRRzCkWYEFL5tZBTaI3x0JQM7isp5VRmHBy5RNos5BSc5ynXxPONqpRT4dUG0s6Dp7iqqmR+2MMT+sXSpj3H6aVP1OeHKATczMaHt2Z+LliqPr+4MC9ux7V9/0l6Ya46p4DhPaI48gMFgiScCvJx5Q4D+46coeeEnELhsptGJNOWveCU+vzgPCNqB46TVA6jcNl9k9Npdw7ksIxTXdoHcZSFlFNwdK4flkTto7zEnEIBSbQN3LFfLoeRknBNlzDmlEQOB3iZ+hcjzcQkh8tFreLQGsoI3T7WIN0eYrBun26gbk+PNUC3B0O3pxuk28NocLcWqtshh4WcGtUrmnpnGqPbHzRIt18JsPYJJYceEy9fA8DCgr9vRGEw4P777+d8ZIQywymtD3369OFCXHBMb731Vs4hRgGv+oAiWrjhnTNnTs3XcHO8aNEi/huo0F0fUOwLDuyMGTM4l/x//ud/LnHO4cyisvWFCxfYgcbfQY513S4nCKfG30IlbTwLN8oIAX/ttdf4xhhOPAqAmcOvp0yZwpW6Ebrdtm1bSk5O5rGYgedjLvgdKbTj3AiCPR1pwQ2ZNGdaGn+eHtqOju3PpbEdgmo+o7MCqPDsRS7zf+qsej86FvYT0jjkDE3mUXVSYkD079SWc2I+/H4nVSr2fEAbA/So5B6A3GZDfUyJEd502+j2lJNbyH0AVecHo3R833bUNSWIFq89RB8J5ocQVBhI+SdNvVgl8+uRHkLj+sTQT2sPc86r6phaudjTo9dmcw4S+kpKOMUn3ZPS6ejxc+L58eFAl3ATp75TX3PPVo7c+sPU3xd7Rn1MqD59+9gUzgtGzqsqp8yHA6gcLeUUDCS0YMo/fV68Z9La+dL1QxPZ2Hp6jvqegVHKLcJifWnJ2sNcf0B1fmgng16zx06c43Yykvn169CWhnePFHMKIZqPzsimMzWckvb8TuU86ieFnEKoKCJulgg5harmj0zPohNnLog5hUNaHA6gyrKEU6bDAdONFTglmR8qRj84JZPyTsjlFHJbR10VXS2H1ceE/sXglKm/r4xTEUHudO+E9Jap2wuLxZxKMFC34+DfGN3ubJxuTzNYt18wSLdPNOl2qRwe0CmchnRtWbr9SoDb1KfIoftEU0KCpRWRlY3p/8mCv47vG4UBAwZwcSvc4pp7FeMQBCHXZlhbW3MhLTibe/fupWHDhjX4zP/3//4fF+ky3wajGvaOHTv4b3z55Zf8NYRg1y5IBqAdFnKO8XdQbRvh1gsWLKj5PpxghFyjgBeehbbE5pzn2mOGg44ba9ySQ5/CGf7+++/pxIkTdOrUKVqxYgXnQpsdcjjpCNHOzc3lNsh4trkwGP4ebrvbt28vXmvtODfReY7xc+FPmJcTV8/2cbOv+fi5O9LMGVkcwvbYe2vo6An1foI46X5gShY7TegxmntSvd8lCuYgPxkhS+9+uVW5HyRy7dAXFAeR6AsKg1kVuD1BX9DTRRdZ2KMgiwqwiYZ2j6S+HdpyoZn3vtqmPD8YSI/MyKKS0gqen2TNEc6Km/VVW/PonS/U1xz5dg9Pz+SccymnfD1NPb/RMkfKKRwOjOkTw+HIEk5xz+8ZWSyA0KNSwqlQ7guaQWeKSuhxAaeAgZ3DaWCXcDGn3Jzt2Oguq6gUcyomtDXdMTaVTpy5SE/OWivaM3h3KFKD+b0vmJ+3hyPfnlwsLhNzqktKEN+sg1MojqY6JlOv2WzOKcSekXAKt9j3Tc7k9mfS+aH13bDuEbzmkj3j4mTqNYuWQCY5fF50SHvXuDQuXiSVwzgc6J0VQiu35Ir2jCd6fs/INvXEfl+2Z+DM42b9160yTjnYmeSUEbodrYQenNoCdfuMLMN0+z0TjdPt2DctTbdPN0q3T6ul2wvkuh09saWcQqoKWrEZptst5Lr97w4Laxtqde3z3HIK1bMdr5pMziPu53/j6/h+SwYqZiO8u26Rrb8jxowZc8ntuQTacTYIaGdy36R08m/txCeJCIFShaebPRulCCHFs/YdPaP8rI5JgWxAbNxdwLk1qo3v7Wys6aFpmeThas9j2ntEfX4BXs50/+RMrn4JBSuZH0I9R/aMovW78qvzmdTmh4JouCV0srdho00yP9ys3zQiiTbvLeBiWKpjQjsTnCgH+jiLOYWT7pnTs7lojZRTqHqK20spp2ytrenBqZnk5eZgmp9gzX08HPlZVZVyTqFCLIoySTkFo3vmtCxycZRzCv02wYXisnK+PVGdH4zSQdU3Vut3Ha/OkVObn6uTHe8ZW2twarVozXGzzmH3uwu4Wr3qmCCHEYLq4+nIhqRkz3i1cmCZB0jWHOiSgrD7dlyBHbnKqvMzG904mHlCyCnc8iJyAPmI0j3Tr0MYp6pswJ4RcMrZwSSHMU8pp3CzfuOwZE7leF0oh1m3e8nlMPSnobr9mpal2/1bm3Q7+iBLOYVIDSN1OwqZmeTwGdHN+s0jkziVwwjdHgTdPmsN7Rbq9kcM0u1If0KhNkN0+5RMlqFS3X4lAOHYaDnlNuVJchlyt2Hh2Rp/DbTjbORiWpqKpiSEt+ZctA271MvM4yQYJ4nuLnb03IfrOX9IYkDcMDSRduacopc+2Uglpeo5SMhFQyVwjEkyP1RFhqPjaGfNayWZX8fkQJrUP5a2HzhBL3+6SXl+KKR0/5QMCvR2oec+2kCbdh8X3ehgrfYePs15X6pjgqNz84j2XElTyincyGHNW7vZizmVGOnNxdWknMKeuXNcKkW38aDnhZyCAfHQNJOBJOVUdkIAHw5sP3BSxCnkF+PmMsTXldccjpMqfDyd2CgFT18Qzs8UzhpF2/af4KrUqvOztwOnsvjgwjS/AlHY/a2j29PunFP04scyTt0xJpXiwjyZB5I1x+EAHB1XJ1vmp2TN09r50bVDEmnHgVP0smDPmI3utgFuJjksmB/CdWHgOthaifcMKiEjnHW7kFOowP/AlEzybe0s3jOQK+DC7sNyTiGn1DDdPi2LPFwN0O1ROBxI4poKRuj2SIN0+wNTM8nJzsZQ3f6qVLdPzqQg1u3rRJyKCPKgu6p1+wtC3X7TiPbUPsqb5blkzR3Mur2VAbo9wssw3Y6oluhQuW7XkAN9nGuHS2uoQzvOfwBQaKhbShCfvKOnripgQCAEtY2fK725YDNXe1VFdKgn3TEmhQ7mnuVequgdrSrsUQU1I86Pb6tQTVMVLo62bCD5uDvys1B5VBUp0b503dAk2n/kDD0/d4Py/GBAYJ3iwzzprc+3iuYHB/y+yRl05Pg5ekZYDGRiv1gOk5ZyCgbEPdVGNzglmR8OUO4el0Y5uWfp2Q9lnIJDgeJcmN9SwZhwOHD/lEzya+1k2jMCTiFyAAYEFwgS7Bnk7cHoxuEHbk4ka45bIXDK3cVevGeyEwO44i9umF4Q7BmEsd49Pp2N7jc/l3EK4Z73Tkynw/kyTgHTBiZwcS6sE3pRqwJtBnEzi8gPKadi27am20a15/xiqRxG2yQUM3tLyCncXmPPtHZzEHMqPc6fpg9O4Fs9iRxG8THkmceEerBMkMwP0Rr3TYQcNnFKIodZt6cGy3W7jRXdOzGD2vjLdTuqmyOVwwjdjoJvGfHG6HYcQhul268fmsQ3qVzoS1UOW1pwhfqEsNZiOQzdfv/kDM4vlur2CUbq9gkG6vbxct0OXDs4kSuBS3W7hkZLgXac/yAM6R7JoWufLtpNC39Wr1QIo/S20Sl8G/Pxol305XL1lgEhyAWdmE75Jy/Q03PWca6VKlDAA83u0aNy4bJ9ymOCUYrT21B/V+5lLZlfu1BPXitWZh+ozw8GBFp/oAUT5veFYH7e7sgFzaTTZ4vp6dlr6axgzQd1CedcSXDqcwGnYJTeMsrUgukTcGqZ+poH+rjw4U7BGROnJPNDca5+HULpE3BKMD8YpXeONd2e8PwEnIIBcefYVMo9cV7MKRjdXVMCxZyCUQrnEikP4MJXgvkhcuDG4cl0+HgRPfuh+vy4rdfwJEqL8WE5JZkfiqs9MDmTC2E9NUe2Z5B/O6BTGMsWCadMbb1Mjhzen4RTbQNNdR6QA/q0gFMAKnejBZOUUzhwwoFasK8Lc0oyv/gwL7p1ZHs6Ck4J5sdtvYYkcgsm6fwQrYGbdeR0Py3kFNrEDTFKt49K4Wr3ct1uSuXIP2WAbu/TjnpnGanb3cS6PaZGt8vl8PTBiZwDL+WU15Wu23Hwb5BuR+VuI3T7X4m/45g1/pj3qx3nPxDIlURe2w+rcmjWN9uporGebg0YpdcOTqDMeD/6/teDXClU9VkoJoGWAWfPl9ATs1HVUVCJsXMYDesRST/8epBmf7NDeUwwSnF7gtDKH1Yd5KqOqs8KDXDjHpwwkJ6coz4/KNiRvaI5hxprPudb9fm5OZvyiy+WltMTs2SVJnHbgZz1ReDU1wJOVTtynZIC6btVB+gDwfwQpvvQlEyuFIqKsZL5odgblCz2jIRTMErhECZFeos5hTYbyHGEgSSd37AeUTSgc1sxp2CUmvozu9Oi1Tmi+aGKNFpMFZy+yI6qZM+gynK31CCTnBLMD4WiECJ9/mIZ5wBK1hx9WMf0MXNKfc/AKEVUS2o7H7Ec5joPkzKosKhYLIdRZXlQ13Ae02zBmuPACc5JdBt3WiTcM2FBrThM80ShnFNowdQrM0S8Z9xdHTjX9UIx5LBszXsYqNtxSIvCUy1Kt1f3/DZCt9+C/swG6Ha0xzRCtwPQMVd3ME63F1+hut3bYN0+uka3q8/vz4aNjamAF9onaVy5KC01HQxZWTXeglg7zk3AoZMXaEduEX/2FZwnW3sbyi8srvmcbuAkLj3Wj0Ob123Pp1fnbaKSsgp1A6JPO3bGV23NpTfmb1F+lrubySgtqy4Kc/y0ukBA24jJA2JpzfZcem3eZuUxwShFUQr0cFy9LZdDqVSfZb6xgoH0pHB+qOw5vGcUrdqWywVmVMfEFX+nmyr+okAJbgZUkRJjaiezbme+KZdQwKkRV5l66WJ+KAai+iw3FB+blkUVFZVc1Eey5rgNmDoontZszxPtGRilMEQ6JARUz0+dU94ephsrVPyV7hlUxMXt+mohp2CU3jA8keLDWtPa7XmiPRPiC6M0nQ0ktPUqEMxvaLdI7qXLe0bAKVSRhlFKVMV7RrLmyFlHOsAaoRyGUTqhbyyn4qwWyuHW7o7cLqe0rELMKegFtOhbsy2XixZJ5PC1Q5KofbQ37z8JpxCNghsrVPx9UsgptMLDTa90zzg52HJbL7RWlcrh2rr9FbFuj6GrjNDtribdXm6Abjf1/Jbrdm6FZ6Buhxw2RLd3aMsRKUbodsgpKytLQ3T7zSON0+19jdLt043R7R2SArjriFQO/5mAI4W2SGhzdPLkSbp48SIVFxfrT/GVswY4FCkoKCBHR0du2dUYtOPcBKd50Mu/0tg31/Dnjnnbyb+tH81Zcbjm887SnAadZ4QZoQASGsM/88FaNk5VcU1nU/VSFC1CQQnVZ6FASU1F3Fmylgjto335dm/XoVOm0DzFMcEoHdM7hrqnBdOOAyfpxbnq8+Mbq6m/VcSVzK9zciBNGRBPOw6eoucQzqo4Jjg6MJRdnW15zY8cL1IeE24J7xmfxvm3CD2UcKpvtulwYPuBU1zMRfVZjg4wILI4N980P/U1T4rw5puKPYdOizhlNiCQVrDj4El6QcCpVqiIOz2LrCwsxJxCPjdam0g5BaN00jVxlB7nR7sOnhLtGfONFdqQPDl7rWh+V6W34cOBHUJOOdihinQWc0vKqTj0/B6dQnuEchicGtwtggZ0astySiKHXZ1NlcltrOScgiN37dBE5gGH3avKYUsLGt83ljolB9DOgzI5zMXHqqvdSzmFGzkcWmDPPC+YH+QTQmyhA58UymHoduRi7zNAtyOCa3A343S7nUG6HYe0Run2HgbodvRsN0q3owbCVKN0+xRUu5frdhQWRa6yEbr96mzT4YBYt/PhQBZHOknlMGqH3GqAbv8z4evrW+M8o28x+iXrz4ErZg1ycnKooqKC/Pz8WL83Bu04N4LzpU07EUNLj8bCPdEm5eQZU4/DgjMXRQbE+Ktj6FB+ET0zZy33d1UBWn7AqGnlYse3TCguInHkUEwi/9R5VmaqYwJpcbswsHMYHc435cipPgs3VmizAeP7qdlrRfNDYacbRyTRsYJz/CzVMeFU+l8TkJ/qxM85kFuoPKYAbxc+fUcIMVrvSDiFsC7cLhzJL2JlrTo/WxtwKoOLWD09B5xSn194oDvfgh4/dZ73jOqYzGFiyCE7nFfEOXKqz8KNFTiFyt1STsWHe9Nto9uLOQWjFD1dkesKgwZ7BuGMqjdWONyxsbZgHkjmh7ZlOByQcgqVyR+YlEFe7g70lJBTSOVAUZ8Tpy+KOdUzA4cD0SynJHIYbcsgh1G5W8qpWO75nUJ5J+RyeEi3SA5nlcphhLNifnY2lmJOpaJt2dBEOlJwjvNKVcdkbjGFtmUIJZfI4SAjdXuKMbqdK5NXd+WQ6nZzhwgjdPsA6PYu4S1KtydFmYpAGqHb752QToHeBuh29Pw2SLd3NFC3PzAlgzwN0O1h0O2TjNHtfwbAXThVkZGRFBoaqj+hV94aREREkK2tbZP4oB3nPxEIzXt4ejb3xkPIy+lzJcrPSov1o+uGJNDJwmJW/KrN6rldzsQMCvB25hNzKGxRpckpmXSx2JSXWHRBvRJjt7QQGtMnhgUqhH2VYjqM2ShFCyYo6mMnzyuPKSrYgyMHUCQDBgRyllXbNKDQUFQbd3pmzjpRX0k+fZ+eRZWVlRwmdrpIPQcpOcqHbhiexHlMMLYQyq9qlMLhhUEJJ/VgnrpRw2H3UzOppKScHp+1WlSgpFNyEBdTMnMKa6ZqlILn3h4OvGckNx6oIo2iTDh1x565UKJeEbdfxzDOdYXTjJt11VomuLFCiyk3J1u+ucwThB7Gh3txRfHTZ0uYUwhLVjVKUcEdFWPBqf0CQxkF+x6clsljwZ4pPK8uh5GbOnVgHMthcKqiUrX4mDVXS0c1eHBKcmPFRSAnp3MlXHDq3EV1OdwrI5RzXbFnMC5VTuHACZyCIwdO5QrkMIpAovPBmXMlHAJeLAghRuG/iEB31g2S/rd1dTvGJtLtQ6t1+2yZbv/XRFN7RZNuPyvX7SXVul0gh3HwX1u3K26Z33R7K+j2tXTshLoc5iKQ49MM0e23jTa1V4Ru3yPU7TNnZNfo9lNC3Y6D/990u3r/aVMRQZNuPyDR7Z7Q7Vnc7grzk9ief2bYtr29vf7YX3lrgL3bVFhUXWGl4s6ePUtubm5UWFhIrq6u4uchrxkh2o1hYLIvtXZp2mkFhDJCsU6dLaH4iNY0plcM51ypAOE873yxFa+SRvWOpnZtPJWeBRK8/fkWduJwiotbJ9UxoTgJ2tugsE+HpEDOs1F91pa9BTT3h11skMKpC/RyUXoWfv/VeRv5Rg6GM4rgNPYcbI36wjZQZRJ9WMsrqrjwUMfEAOX5ffT9Ttq8p4Aqq6ro/13XkUPnVYBcIThLMLZgBEzuH6c8pkN5Z+mNBZt57kN7RFJCmJcyp977civtyjnNxboendFBeUznLpZyqBkMm6yEALqmU5jysxCyPeebHewEIJc61M+1SeE5dYF39tpnm+hQXhG5u9qzY6c6Jhg06PeNw4puacHUrX2Q8rOQm/r5T3uovLKKjcHWrg5Kz8LvvzR3PTs5oQGtaMagBOUx4XDhtc82spxCRElKtI/ys2Z9tY125JwiC7Kg/1zfUXkf45AC/UULz5VScrQPDe8RqTymPYdP0/tfbqMqC+Iw58ggd6VnwYlAKxm0q0L1dOQIq44JzhtkQnFpBeerIodW9VnowTpv8W4qq6hk2enr4aQsh1/6ZAPlFpwjf28Xuml4svKYUJUceZLYh1d3aEuZsb5K+xj44LsdtHXvCV7//97YSXlMKBL1fLVujwtvTWN7G6PbUagyNlSg2xdu4VQxhNo+bJhuD+A0H2Xdvq+A5n5v0u1og4Ueyw0963L72KTbN/FhE1IDkI6hOiazbq+oqKKemSHUKTFQ+VmwWzbtPs78fPTajhxx8Zfr9vyznO/MESXdIykxvCXo9jJ6Ye46ulhcQVVURQfeHE1uTnbU0n0DjX8utONskOOcs+cYlVxs3ikshDOKRZGiwKkNS7JgAS19VmVFFVlYwiQl+bMqqziM1Ij54RF8xGPU/IwYU5VJgRgxJuQVkgHPutI5ZeT8MKKqFjY/E6Hkz2Ej0/wQo/jZwjil90zTgPxidjgMeH9G8dNQOWygbtCcauJaad2uOfUH2IvQ7TlvjSYPVwcyGtpx1jAKjZcP02gSbh/dnrxcmndK9u3Kg9z2w9LCkiuGot2UKv7v3VUc+oRQGlToRG9IFezOOc2nt5bWKIATSdmCMaFPIm6/YIzgWZlxvsrPuv+lZXzyamttxUVGVOe3Zls+ffTDjpo1z2pgfjDw2fG/DHByu/vQKQ7xQMuUBMUx4ST532/9ynmlg7pGUocE9TX/cc0h+mbFfkM4hRQA3AyBUwitU53fgaOF9PzcDWQFTnWNpGzB/OYt3kMrtxzlNR/SNZIy49U5NfO1FXzabVs9P1VObdpdQO99vY15jrzQhjjVGN79citt23eC5yfZM6VllfTAK8vYGLGztuJCXarz+3n9Ee69CU6hKJZkfriNw60HqjeP6aO+Z47kn6Mn56zlPdMYpxrbx18s309L1x4yZM/8561f6UxRMdkIObVt/0l66/MtZGkll8NzvtlOG3cfF3MKuPv5pYZwauXmXPp08a4myeHG8Mq8jbT/yBmxHM4/eYH++97qJnGqMXz760Fa9KtBuv291XTi9AWxbt9z6Ay98ulGY3T7ol20ZptBuv3lZVRS2rhub2wfr92eTx9+3zTd3hgQ9bErp2Xp9sVrD9PXy/cZwimEyB8zRLefpefnrjdEt18sqaBHX1/OaTkaGi0Z2nE2CMi3QR5Xc/tmJkf78inb/J/2ssBAeyfV3IsxV8dy30X0SnSwj6fECK9mP8fB3ppcnO24F+sCjMnSgrqnBitXmuyaGkz5J8/Tgp/28LNU52dpZUlT+sbSZz/u5vBmR/t4SlCYn72dFRfVQg6Sec3RWkZFUSOHrF+nCNqy5zh9+O0OchyUoLTmxSUVZG1lQcO6R9G8JXsIbeR6pIaQCuxsrKldmBe5OtqKOQXnZkSvGFq67hBzylGZUzZcFfnqrFBasBRjUueUna0VdUwKosJzJbRgKdZKwikrmjQgmhYu3UsfijhlTd7uTpQc7d0opxqDjbU19c4Oo32HTpv2DObXvvnPsrGuqG4DE8/c/OiHXVwZVXV+4cEe3K97gXB+1tZWNLRHNK3cdFTEKUd7a+YCCg1hTHAwe1yGU43tYziB6fEBVFZWQfOXSuWwJY3rF0ffrNjHnFKWw3bWHP7fITGA52dtacG5oar50z0zQ+lQ7lkRpwBwasrAOPrk+51iORzi70Zt/d3EnMIhxcBukbR2W56QU2Us89Bh4NMfdzfIqcYATiVF+5KNAbodYxp9dTvu7yvS7XbQ7bYse+W63dqk20/JdbuJU43r9sb2MeSUn5cLxbZtXLc3RQ6bdfsHAt2OAwHo9qHdI2n+kr1C3W5F7dp6cVcOzM9SMD/Yi9DtPwt1O+QwbEYU35TqdivL8mblmWpo/FXQLP2rYUE0+Zo47l0LZf3tygPKj3J2tOHCDa1bOfBtxaY9BcrPgiBEzt9ni/fQ1yvUxwTldcOIZEqK9OYcue8E80P+EuaH4kVvLZTNb1iPKOrfMZTm/bibvvlFfUy2NpZ0x7g0NgJxSi0ZE3LGJvWPZQX71Yr9ys+BbTGhfyx1TQ1kTn0j5lQG+Xo4ijnVK6sNjeoVJeYUbjlQWTc1xpc5JdkzcE7AKTdnO/H8BneN4Grw4NTXAk4hZ+zm0e251Q3vmV8PKj/L38uZ7hqfRg62VpzniHx6VeDmBZW7ec8I1hwG/N0T0si/tZN4z6B/8dg+0TR/8R7xnsEhQ1acH30q5BS4hD3j4SLnVP9OYTS0WzhHWkg4BefkppHJnHeL9yfhFA5Q7p6YTk72NiyHJZwacVU09c5qI+YUDgzB80BvZzGn4ABO6NuO5i+RcQpAqzi0PJLKYeS732uQbkc++IiekYbI4RuGG6PbMS/IYcxTOr+h3Y3V7aEG6HZUtp40oFq3LxdwCrq9Xyx1Sw0U7xknBwN1e2YbGl2j22V7RkOjpUM7zo3AydaqSQu5ZM0hU76kApB/NqpXNPXKCqEvl+/n02DVZ5mEYTr5eznRW0YYEP3a0Te/7KfPluxRHhNOiadcE0cdEvxN81uqPj84OjAgjDBK0eMQFWOhyGAkqY4Jjg4KkkSGeFQr2OPKY0pr50vXD01kwx0GvKR2H26w+3Zsa5qfgFNwdIwySk1tr+KYU7hdl+wZcBNFj74ScgqOzr8MMkphQKBIH4wHyZ7BLRMOB1BE66vl++hzwfy84ehMMMYoNR8OfLUMnFKfHyqT32mQUZqdEEDTBsXRt78cYANewikcDvRMCxbLYZOjY4xR2j0thMZdHSPmFJxnFHhDv+cvl8k45enmwHIYrQyl8xvQKYyGdI8QcwoRTneMTaWwwFZiOZwR50fXDkowhFNoFYfDga+EnELEiFm3S/cM5CY6DBim2xMDDNHtmB9aGRqh29G/GAcfUt2OYnhot/mGkFM46GXd/qtct+NwoJ8But2+WrcH+bgYcjgwhXU79oz6mmtotHRox7kRBHs60oIbMmnOtDT+PD20HR3bn0tjOwTVfLpGuNPKTUfog+92UoVAWFzTKZyGdA2nH9fkcEVGLqKjGNJz59g0ahMgN0phZF07JIF+WneYQw8rJYcDvWOoV0YI/bg6h3OkKluAUQoDAre8i9ceoo++Vx8TTt9vGp7EuUJvLNhCGwUKNrZta7p9VAot2yDnFCqaD+8RRYuFnDLSKE2J8aEbhiXR0nWHeX4STg3rYeo1K+WUkUYpqqxPvSaelqw9RB9KOGVhQRP7xfJhA3LXPxHMz8N84OQmN0qvymxDY3pH0+I1h0ScMtIoTYr0oZtGJHM+toRTwKCuEXRN5zCWwxJOGWmUou3VjIHxhsjh8X3bceX2RcI94+psx31rvQw4cEJ457i+McwppBVUCg6cbhnVntq19WQ5LOFUfIQX3TKyPf1sgBzmw4FuEYbo9ruq27JJOYVD2muHJJo4JZTDfPCf2cYg3Z5uiG7v3D7QMN1+4/AkrkD9xvyWo9uvzg6lEYbp9hQKD5Lr9vbQ7cOTaOl6mW7X0GjJ0I5zE53nGD8X/oR5OVFpcRn5uNnXfNpHtKa7xqVyIax3v9hK5Yr9YWtuF/q0oxWbjtKsr7ZTheKz2CgdZYxRGhdm6sW6amsuvfvlNuUxAQM6h3Ov2eUbj9Lsr9Xn95tRKr8FTW3nS9cNSaSVW47Re4L5wYCYPjiRDZI3oWB3q69528BWdM/4NFprAKe6tA/k8C5w6v2v1OdnpFGKMGQU1Fu9LZfe/WKbaH5oiQIHGpyaJeCU2SgNNcAoTY7yphuHJ9OvBnAKOZe4sVom3DNIcYCjY4RRmp0YwLmuUk79ZpTKD5wg62AArtmWy218JJzqlYG0gmgTpwRy2EijNCHSmw8HVm2Ry+EhXSPYmZPKYRw4IWw7wEsuhzPj/Gn6oARaufkot/ZS5pSFBcvz9lHeJkdHIIfR/scw3Y7Dgavluh1y+FbDdHtrk27fZoBu7xRmmG5HKocRB0645UXkjjG6PYHSYluWbsfhACIHpHIY0Sg3jzRIt7dBn3VjdLuGRkuEdpwNQpCPK90/KZ227z9Jr3+2mUrL1YVFRrwf59ut25lPby3Yyr1dxSelQqMUN43oU7tlTwG9Pl82vx5pIVw9E8bI25+rzw9G6e1jUg0xSmNhQIxuzwoRxpbqmADcEiJn/c0FW2iDQMGiiNn9kzMM4RSceRiT63ce53Epc8pAoxS9ge+dkEZb9xVwhXLJ/BA5gMOBtTvy6C0Bp2CUGnXghAJ0d4xJ4arbrws51a9DWw5nXbMjj95eqD4/I43S5Egfli8bdh5n+aI6JiMPnEL8/n975wFedZX0/0nvnVQSCISS0AkhTUWkC6uiSFfpiKuurqworgrv67v/fRTsK7vuYgEEFAuKddcVKyoBAoL0UJKQRhLSSCXJ/T/fubkxINwkv3NCLnE+z3PFhOTHOb8zZ+bMOXNmfOjh2fGcmVx1ziD8FPknWA8ryJTORWmvLn60eGYc3ytW1cM4IZwyurdZDyvIFEc43Ran5RQUSaHumRLLelNVpube2J+SBoQq62Gttr3fL7ZdSQ9bbHtP9VNQtu2367PtyPytatuReFPXhhNOee+fHss1lbXY9sG2Zdt5c0CjbR+iwbZHhv1i21VlShBsDXGcNRLk70GPzUukE9kl9NLbu6mqps7wswb2DKJ7pwyi/ScKuNxGzbk6tZ1SDYvS8GCzsk/LLKZVb+/m8lBGSRoQxguIfccKuPyV0f7B0dG1KI3qbN4JPpxxhla9s9twmwBOq0YM7UKvvL+PUg+fVkqI9vj8JErPKaWXNqnJFG8OTIulgycKuSyJikzpWpSGBXrRn+cm0rFTxTxnVGTKEnr4M8uU8f7pXJRGhsGRG0pHM87QS++o9e+6IV3ojuv70L60fHr5PeNz5pdFqZ/yojQapwszh9Chk5gzxt+5zkVpSIAnPTovqVEPV9fUGn5WbG/z5sB+VZnSuCjtEupNS2fHa9HDlpwDqjJlOQXFZpHqhhM2B+DIHdYgUzPH9aFrh4SzHt6toIcttv0kZGqTHtt+AHpY1bbjzno/Dba9wZHTIVO4VjB/4gBl227ZcOrbaNuNb8h0h22/YyiXj4RtV+nftNF6bftJTbYdmwM6bPucG/tzWSldtv24BtsuCLaEOM6a8fVypeULkuj0mQp6/s1dVFF1zvCzenbx5zAxcx3cVKqqrm33RSmU/bL5SZRdcJae37iLKhXaZF5ADKa0U0X0IgyHwWfpXJRiJ/jPcxIoM6+M37lK/3Cn7frkSHr1AzUDi+RVeOcFxeoyhdMF3CE7kVNCzyvKlK5FKRINoX+5BeUsUxVVxtvUD6cL02Lp2KkSelGhf42LUg2heWZHLpGy8s7S82+qydTQvqG08OaBdCSjiP6mMGfMi9LBTRaliqe8s4ZSBmRKsX+6FqW40w2ZQik81BBXmTOWEPDjinpY56I0GI7c/ESuxar6zmOjg+muWwfR0QxFPYwsy7fq2XCCI7d0Tjxl5JYq9w85HsYkduXrCSoyBdu+DLa9SI9tf1CTbb9jfF+6RqNtz9Fi2wO12XZshg6JDmKdsEeDI8e2/U3bse3LNdl2bA7Atp/UYNtnjOvDyWF12fY8DbZdEGwFcZzbANRzhoEtrzhHT6/fSWUVNWphYnPiKaegnJ7ZsJPOVp5r90UpksIsX5BMxWerG/p3TvkO2am8Mnp24y4qN9g/nYvSTr7mneCC4kp6Zr3aO59wdRTdMKy7soFFHWS0CYYV77xUQaZCO3nSo3MT2JipypSuRamXhwstX5hEpWdr+J2rzBm+Q3ZHHJ3KP0vPbjAuUwDh3zoWpf7ebqwTzpRU8vipvHPLvUQ4Fc8pzJmmi1LVDSfLKe/pM+oypWtRijvd0FNl5TXKetgSAg5H9RlFmdK1KPX1NDtyRaVVynoY9xL/OCOWMnPV9bCuU1DURscpb35RhbIevnFYD85CrCpTjba9Ul0PhzfYdmwYqs6ZqaOjaaQm277MFm37DXoinODI6bTtSCIImdplQ7b9zw22/WlFmULeEF22fZkm2y4ItoA4zm2Eq7MjnzKhPuiKdTvoTGmV4WcF+nnQ4/OSqLismp5+YwcbtfZelCIpzLL5yVRbW0cr16VQUVmV0ubA0jkJVFhcSSvf2EklCv3TtSj19nBpMGa1PH5FZcbbNDaxG793NrCH8gw/ByV8Hp2bxCc7KxVlKsDHvDkAY7ZSUaZ0LUrdXJzosQVJnOCE54yCTPHpwuwEfkeq/dO1KIUjh0VpdTVkCnOmWilyAMnxcPqFxZbROWNZlCYPCFNelKKczOMLkulsRQ3Lp8o717UoxZ1u6GGgKlN8yjs3iXWdqkzpWpRaHDmEZqrqYb6XOHsoFRSZN3dU9LCuU1DzKW8yO10YP5V3jizESF5llqk8Nds+F7ZdXQ/Dtj+mybbfzLa9m03bdpX+TR8bo822Q6YqNdh25AlA7onXPthHOzXYdkQCabHtDRuGWmz7NbZl2wWhvRHHuQ1B8qqlsxO4xAIU2OniSsPP8vEy79qZF0g7qFBBsepalLo4O/CiFH9CGeaXGO9fkJ87P6ui0qzsVfqna1HKC4iFiWRHxO+8QKF/OOmfOqY3Z/tVMbDIlo6awzgZUJUpPl1YmES1tWZjpvLOdS1KkWgIO+aoHY13nq/Qv05+7hzOigWSqkzpWpSiX48v+GWBpCJT5nDWRCorx6J7p1L/ZoyLoevi1Bel0HVYlNY3LJAKSqrafVEKPYz7m6hxrypTfj7mU96qmlplPYxF6e80LErhyEHOoRu4fwoyFRrgSY/MTTRvfijKFDacRmnYcMK4QU+RyUQr1qrNmVHxXWnyqF702hY1PWy27fHabPtybba9O914rY3a9qoa3hxQt+2RGmy7Iz2+MJHs7TTY9jizbX9dg21/aNZQDt9Wtu0e5g01LbY9qRvbP1223V2DbReE9kQc5xaQUVhBB3PK+HMsv5ycXZ0or6Sq8VNUfunQEyyQkXE0NMCDVq5N4bvBRvFwdeadRAcHO3pqbQrlFlZoWZSqnII6OjjQw7MTOARqxdoUDilXOV14fCEW3VggpVDemYp23yl1dnSkR+cnkqebEy/acgrLlRLxIJv4GhjYg3lktMIhZArZmlECBjKVpSBT2AmGI+fsaE9PrYFMlbf7ohQyhbtagb7ufDKbrSBTfLrAi25Slildi1Ik58ICwtvTmZ5SlCnU0EWIdA1Oh9buUOrfpBF6FqXsyC1IIlcsullPlbf7ohRzBgmngv3VZcqTT3mTOfJDVabGaVqUOjk48MkedKiqHg7wcaXH5idRXV2dcv8matpwcnEyy5SHqyPrYRWZQgb+6WOizTKlqIfZtnfyUNbD7g223VGHbU+IpEkaNpwstr2TLtu+QJdtj9Ky4cS2fV4iebrrse0zNdn2P2q27S4abDsirnTZ9iWz4nkzRVUPC0J7IY5zC5zmiat+pJmrd/DngXcPUFj3UFq/LbPx89rX6VadZ9wlRP1NZAvFyVB6bqnSrh3uffl4OHMYFRJdqC5KVU9B0T84cpGh3rxTmq7QJg9X830fLL6xU3rqdFm775Q62pt3gkMC3HmnNEOhfwiJvX18H1rzEQxsrmEDi3eORDy9I/3pmTd20kkFmXJ2NJ8u+Hu78DtXkSldi1L0D1lCUeIGpxQqc4YXEPOT+JQBxlqlf7oWpVggIYN7eKCHskzhhAL9w6J7peKc0bUohSOHJHudfFxZplT6p2vDCTL1h6mx1CPcV1mmeHNgXsOGmqJM6VqUQqZwp7RLsJeyHsZJKmQKJ6uqMoUNp5s0bDhBD+OeeZC/m7JModTYbeNitOjheyabbfszGmw79LCPh4uybb9O04YT+vdHG7TtujacMGdQNikEmx+KMpXUVrY9R822/5ltu6tN2Xbk6NBh2wWhPRDHuRnKW1gioLk6dbgPhRINsdFBnLDoaGYxqezaIQQ8LNCTky0czy5u90Up+vf7Wwdz4qJn1++ktFPFavd95iVSgLcL37VT6Z+uRak97wTHUc8IX37nx7KMtym+byjN+l1fWvvRfq53qfLO593Yn4bGhNBzG3bREQWZYkfujnhedKu+c12LUvRv0S2DuLYr5oyKTMEBQEZV7HSrzhldi1L07w8o4dPVX1mmcK0Ap4QI0cOzVBZbuhalmDO4h42SXPzOFfqna8MJ7xxZyQf1UtfDiBxAWHNIgIeyTOlalKJ/qIPcp1uAsh52xb3EeUnk62XRwyWGnzVa04YTZGrxzKEUFa4uUyibhGoT0MM7FfWw2bYHa7Lt8XziqMO2/3IKmmtbtt3HVYttnzKqtx7bPn2IRtveT69t36jDtg/9xbZnKdr26/XZ9oEabLsgXG7Ecb7McAmf2HAulZNXZDxcya5hJxg73c9tSDVc9P7CRSnqsaqAmqBJ/UO53INKAgjUBX1odgIr++c3pHKIl45F6bEs44s/sGjSIIrtHUTPb0ylswqlI+JiQvhdvfHJAaWyLWDa2Gi6bkgE/e2tVKVwLMjUfdOHUJ9u/ixTqrU8LYtS1CtVAc+BwYZMFSrcmbWE63YL8+H+1dXVa1mUHs0sIhW4znpMMMuUSsZRvnc5J4GCAzzob5tSSWHKnLcoVYlmgEyhLE2/qAB6bmMq3w3WsSjdd7yAVIC+u2ZQZ9bDKnftcHqyeGYc9YjwZZmqVZCppotSlBtTYd5N/SmhbwjPGZXkQLh3iU1aOHIoJ6MiU9hwmtaw4YQa24ZX3UTsyGHRDZmqUCi7E9cnhGZDpj45QHvTjNcJBjPHxfxi2xVCkTFn7odt72rWw81tyrfsFHQ/HUrXaNtLFW37rPgmtt14m4bFhjfadlXni217dINtrzSuh+Nightt++4j+cq2fUSc2bbn6LLtGxVtez99th1VK65usO0HFNeegnC5sDOZTArmy/YoLS0lHx8fKikpIW9vb+Xn4V4zQrSb/4fLiFqxaMJ9ISySkSwoPMiTFZtRUJPXVI+0/84cGmn0WShrgiQZ+P3uYT58h88oWafLeEGDrK+hAe7G+2cy0bHsEnacA3zdyM/TxfCzUIICfXRwtKduId5kZ61/JvzT9WRnZ0+cHewCMnLLeJGMUhLBfm6G24TETlhkYUEa1dmHHByM72XBaUYmTSR0iQj2UpIp1IJEmxCyqSJTxaVVjYllojr7KskUSgGhvAaSBYV18lCSqePZpVRvMnEmaH8v4zKF8lJw5jFu3UKbkalmQBgd7iojpBF3cVX6d/RUMf6gIH93vtZh9FnI2o2Mv3DKu4aoyVR6TinVmUwc3oy72YZl6mw1FRRVELRtj+Zkqpl5jDt2SISFE/vOgR5qehh6ymTi0PkAb+Nz5kypWabglGOTR2XOIBy2qqaO50yIokxh07Gu3sT1fn09nZX0MBwvJyd7ioQeVnjnKMlWW2/iOROkoIdLy6vptEUPh/vwJptRxLa31rYTBfi6WrftzczjVtn2FuhhHETotO1YTzk6qtt2Z2cH3nCwCdteVk35xRXabDv0FEh/dTpfV7B130D47SKOsybHOTMth2qqWrdLWXMOhgCnFubTsIsZhJaC7InYAXGwt1NSYJaTa7TLUbFN587V8+9z/xQcwqbvSrl/DW1qUf/wQu1a8M7t7MjewXibcPIJQ2bXsBuv8s5tWqZ0909RpiyycFllqhl0yRQegpMqc5vslBaSOvtXV1vPDq9q/1olU83M4w6vhxuepSxTTd7Vb16mWvieOqoebhfb3sw8tkU9bKu23dIuW5IpS1Rh+ivTyd/bjXQjjrOgC0dqI86cOUP33nsvffjhh3yHZNKkSfT888+Tp6fnJX9+2bJl9J///IcyMjIoMDCQJk6cSE888QTvEtk6D0wfQoHerdsl+/T7E/Tz8QLelURo5NikboZj5//6+nY+XULoDO4nXj2gs6HnHE4/Q69s2ceqEDUTxyZFsvEwwlufH6b8ogq+bzkqoQvXMzaqV5e+9C31jvSjfWkFdMt1veiqAWGGnpOyP5c+3naMT8MROog2Xcou4vQIpz6X4p+b9/LP4E4bSjFdM9DYOy8sqaT/Wf0D15wdFhtBYxMjeWFqhP+mpPPdI5xYjVCUqZXrd5KvlzMdPHGGbh7ek0OqjIA7VS+9vZscHByUZerdrUcpq6CMT/xHxpvHz2j/Hn95G3Xr7EM/HytQmjN7jpymd744wo7q8LgIqzLVHK999DNVVdfRsVPFNCqhK8uCkUehtM0jf/+OQ6RV58zXqZn03U9ZfMKgKlPPv5nKSdoQNqoiUzgVembDTk5+M6xBphwvIVPNzeMt3x6jtFNFlJ1frqyHn3jlR+oc5En7j6vJFOzC+k8PcBCT6px549MDVFpRQ8dPlSjJFPjTC19rkanv92bT5ykn6WzFObpuaBe+V2/0na96dw8v2g+nFynpYZzq/b/Xt2vRw5/+cIL1ihbbviaFT9NVbTvC/1d/sFePbf/vYco/o8m2r/qWendt3rY3N49xp/jDb49RZU3ztr05/vX+Xo6usCXb/sWODNpxIEeLbcddZ1R1wNU8NdteQi+9narFtldW19Kyl79T3ogRhCvWcZ45cybl5OTQ559/TufOnaM5c+bQwoULacOGDRf9+ezsbP6sXLmS+vTpQ+np6bRo0SL+3jvvvEO2DkJooBxbe38M9xFxR+fFTbupsrqOkw4ZUTwIt0ke2Jn6du9Eb39xhHdnUR6otSDM19nJke6dOpjvtEGZTRnTm5wMhK4hy2+3cF/Oqvr3d3/i/k0Zbax/sMpjk7pT1xAfeu/Lo2QiE40a2vr+OTvZk6e7M99nwiIeNX7xznmHupWGGru1MZEBlDQwjNZ9dIBDY8cktL5NyDKKZ/1hWiz9/e09VFVdS5NH9yZnAwYECYtQv/i2CX3pRfSvGv2LNvTOYd8T+oXRwB5BvAmC/eDRhmTKkZycHPlOPr9zyNTo3uRkoH+OjnYUEezN5cZW4V1V1bF8GpMpOxoxtCtFhfvR5i/T+FvGZMqB3Fyd6N6b+nMiF2sy1Rw4Segd6cOLUWzM8PiN7m1VDi8GThHwGxOH96LQTp48ZwAW8Ub6h3Iyc27sRy9s3M2bTqjRa2QBiHbFxoRQbEwwbfzsEJ8+jzEgUyh1hQXW4tuHsp6qsiJTzc1j/E5YoBfdOqI3vaSsh3HvMoI3+d7bmmZcDzs58Ly569ZBZpmqNi5TcCoh48gIb5Epo3oYvzHh6ijqHOSlrIdRRx6J2iw6wahMoR8DegbR0D6hvNlgMixTjg0lpn6RKcN62MGegvw9aPrYaHrxrd3Kephte1Qnevu/R9jOGNLDTrDtDnTv1FgNtt2eIjv7aLHt+I0xid2ate3NzWP0zcPdmX4/GXPGum1vDshBdDc/ZduOq3iNtv0dVdtuTwG+emw71ouw7YN6qtl26GFHRwd6YGacsm23tEsQbJ022do5ePAgffbZZ7R69WpKSEigq6++ml588UV688032RG+GP369aN3332XbrjhBoqKiqIRI0bQX/7yFz6xrq01nvzjclGNMCGDREX40cOz4mnXwVz61+a9Ss+6dkgEzZrQh97/Oo0+/O4YGb3C3iXEmx6Zk0h7j+bT6s17G++fGCG6WwA9eHscpfycw/1TSXYyLrkbTRnVi97/Mo0++u644f4h0+8jcxL4tPBfm/cpJcuI7xNKd94ygD78Jo22fHOMDbwRwoO8uG4mTqtWv79XKekN7hw9MjuBdh3Mo3++pyZTVw8O52QnW75O49M5JZmanUD70vJ5R79SQaZ6d/XnEmHYgVeVqdEJXWnG2Gh6/yvIlEL/QjFnEugnlqm9VKUgU/2iAmnxjDjarmHOYJPhluE9aPOXR+njbcbnTLcwX1o6J552H8pr0FPG+5c8oDMnsPpQUaZwl3+pJpnq2cWPHpodTzs1yNSIuK50+/UxrIeVZKphzvx0NN8sUwr9g+P1p5lDWKZWK/bvd1dH0eSRPfXo4dkJtPuQec6oJSQMpQU3N8jUN+oyhRNj6GE4A0bBhgWyZEMPK9v2WLNt/6AD2/apo9Vte9dQvbZ90SRNtn2Wjdr2G23LtgvCb9Jx/uGHH8jX15fi4uIavzdq1CgO2d6+fXuLn2O5xO/oeOmT3Orqar670PQD6uvrtXzcnFq2A/bmZ+ZwOKPgVOjx+Yl0MruEXnhzF5UrZGxG9lk4cv/54SS9s/WIYWXfydeNS0fkFpTTC2/torJK423CKSGedSyzmJ5/cxdVVNUqLSBm/64v/fuHE/QudqgN9g+liVCLFYnMsFuKxFNG6d8jkGvEfpGSzmG7Ku8ci7bCokrOjFyiIFOIZlg2P4kyckr4navI1JCYYLpr0kD67/Z0ZZlCWajThRX04pu7lLJIdw704vE7fqqYT1BU+oeMxnNv6Ef//uEkvbsVpzrG+ofESSgLhWQnmMcqMmV2KuLpaEYRP0tlsTUyvivNGBfD10P4VMdg/4L9PbgWa2ZuqXnOKLzzwb2D6O7Jg1imECWjKlMIHYVMqejhMNbDSXQiq0RZppBZfsHEASxT76jK1LxETjqlqoe7hPrQo3MTOBO8qkwNH9KFbh8fQ5+p6mF/d7Z9p/LUZWpgzyCOlsKVFVWZgvOFJHTIkq0iUyEBem37Itj2HzXZ9kI9th3yieslqrZ92OAImn2Dbdl2bGLeN22IfttebiO2PTqYI1tYD9uAbde1dr/YRxBs1nHOzc2loKCg874H59ff35//riUUFBTw/WaEd1vjr3/9K9+BtnwiIiL4+6dPn6a8vDzlj8u5Mvrn5Ch6fmIkfx4bEUrZx3NoRnL4eR87k4mLuaPEFBRPSz4Wo2Bq+NrLw4UeX5DECmfF2h2c4bqlz7JgeRZCtv8wbTB9tyeL77ghA3RrnmV5DrKxosQNdM7KdSmcZbfF/bugTchgvGxhEme/fGptCt//Mdo/hHreectA+iY1k9749GCL+3dhmxC2jQVETU0trViXwqVpmv6brXlWVIQvLb49ju/vrfvkACcYMfrOH7xjKIelPQOZOtOad37+szw9nFmmKirP0VOtlKkL+4fTBYScsUx9oiZTD8+O5+evfGNH62SqoVGWZ/l4mWWq5GwVz5nWydT57RrUO4juunUgfbM7q3UydZH+YQGB8b9QplrbJoTdY/yQNVZ1zuBEbt6N/eirXZm0/rODhscPc+ax+YlUWXWOVqxN4bYZ7R9K7iCEf9tP6jKFEjeI+3z6Aplqfh6f/yyEEC9bkMSZllsvU+e/8/49OtE9UwfTt7uzaF0r9PDFZAqOXF2difVwfpHxeezv48b9w11JVZka2jeUNwdwD/6NVsmUJVNyU5lKourq2lbL1IX96xHhR4tnDqHvf8pWlinUtkf46NOt1sOkzbZf+Kw+sO1TDdh2uohtn23Qtl/wrnxh2xdosu3RFtt+6jw93Nw8vnD8Gm37ubpW6+ELdUL3cJ8LbHudmm23t6Nn1rdSpkzN2HYFPRwd6c+2fVs72nbLs7D217F2v/ADn0AQLrvj/PDDD7MRsfY5dOiQcqNwajxhwgS+67x8+XKrP7t06VI+mbZ8MjMz+ftw3IODg7V8YntF0FV9I/kT2yOMaqrOUYiv23mfB2YO4dOKZ97YySVA4PQ097Hc57Br8j13FyfencbdERhYnDK05FkWmj6rZ4Q/Lbl9KIfBvbrlZ0520dJnNX0O7n4hHCvQ151WvrGTsvLPtqx/F2mTp5sz/c/CZMIVmKfW7eAdb6P96xfVie6fEcfJsF77sGX9u1ib0D9sDuAe54p1O/i00PJvtvZZXYIRshTPYXCvoE119YbfORwK1E99Zv1OOpXXQpmiXz/LzcWJHR0PN8dWydTF+tcj3JceumMo7T6iLlN/ui2OTzBZpk63UKYaGtX0WR6uzrRsYTKX+8ACAvUuW9amX7erT7dO9MCMIRwG12KZukT/4MghO2hTmTLSJm8PF/qfO5N5rbNCcc4M7h1M90wZTDv2m+dMvcHxg0xhUYqSJty/FuupXz8LJZew2NqjQaZQUzkkwIOeZj3c0nl8ET3s6sSOAHI+PKWoh3t38WdZT4UeVpSpJXcMpU4+brTijZbL1MXmsZc7ZCqJ/05VD6Oe8n3TYmnngZbrYb7KbPfr/j0yN4FL0TzVCpm6WP8QrotrBQhxfwUyVWdcphpt+/pW2PaLtMli23HvVVUPG7LtZMW2+7m3Ug/bXdq2O9hpsu1DzrPtzc3jS40fQuX9LrDtzb9zu2Zs+3412z79F9uORIdG3/l5tn1da/SU3cVt+yw9etiIbbc8q1OnTtrW7k0/Fx7mCcJlcZwXL17M95etfbp3704hISG/2t3BPWVkzsbfWaOsrIzGjRtHXl5etHnzZnJycrL68y4uLhzO3fTDHbO3b7PPpZJJLLx5AIcfPrt+Fx1MN17M3dHBgRVYlxAvVoZHMosMPwtJXHBScST9DP3jnZ+4TqwR0D+EVfaP6sSL0kPpxtuEBFY4kQv2c+cFxNFTxp+F+ohYTB48UUgvv6vWv/unxVLvLn6s7JGB1ChICvNoQwgxEqdUn6s13Cac5sTGBNGzG9RkCs968LahFBnmrSxTSKT06JxEOpKhLlMI/x7YoxNn+USmZaM4OTjwoia0k4dZphT6F9ngyB08WUj/UJQpnAzFRPqzTB1WkCkXJ0cOPfTzcuH+IQu0yv3wxbfF0YHjhfSP99T6B0cV9cdXQqYU+hca4EmPzk3kcUMSHaP3EtGmRbcMZGcOi1JVPYzcE+HBnjxnVGTKcgfw8MkzyjKFjY++3QPMMqWgh50dHVlPoZarqh7uEe7H+uWABj2MDcNeEb7KMoWFO+zMMcjUu3uU9LBO2w57pcu2/xm2XYMevvvWBtu+XoNtn5OgzbY/dEd8o20/p9A/bOxEd7VN2/6cLdn2Tp70Z522vWdgq2375V67C0JraZUkoURUdHS01Y+zszMlJSVRcXEx7dq1q/F3t27dyncMkCzM2knzmDFj+BlbtmwhV1dXupLArtu0MdGckn/V27tpx8G8xjArI8+6e/Jgvn+CDIq7D+cZbpf53mUi75a/0JD50Gibbh/fhzPzvrQplXYeNN4mKDFkYuzTPYBe2Ij+nVa664oF0smcEs5gWlVjvH9IWHTNoM58rw0nREbBDjfeeR7fITNnIjbapqmjoun65G6cRVpVpu6aNIji+4SwTKUqyFSArxvfBc3KV5epmdf34YyeyGisKlP3Tx/C4bFok4pM4dTysbmJlJFbqixTSKx27eBw+ttbqbTzkPH+IYs0QkcRivo85syR00qO3NJZ8XyX92+K/Vt4y0BK7BdqnjMKMoUQYpzI5eSf5WepyBTuc49N7EqrNu2mXYfU5sy9U2JpcK9AZZnCXV5sfmRqkKlZE/rSiLgIviupJFP29vSn24ZS70h/ZT0cHuzFmwMnstX18PyJA7gsEeRgl4pMebtyOCvydFiyW9uKbY+LUbftuMrx2Lwkm7Tt2NxRlamwQM9G2/63TWoyNffGX2w7dIKKbX/cVm17Xxuz7eNiOPmmqm0XBFuiTbZgYmJi+NR4wYIFlJKSQtu2baN77rmHpk2bRmFh5hp9WVlZ7Gjj75s6zeXl5fTKK6/w17gPjU9d3ZWVoQ81KWeOjaG1H/1MW3dmGFaGAMZsdEIkrf7gZ/oq1RyGbgQfz1/uIOH08myl8cQUN1wTxSUHXv8Q/TPeJoBd16sHdabVH+yjr3efMvycANzbm59Mp89UcP9UkmVMGtGLJg7vyf37cpfx/iF0DYua8opz9OyGnUqJsMYkRnKWXh0yBacCMvoKZEqhfwghXrYgmev7qsoUyppgYfo69y9TqX/zbuzPNSVZphTmjJ+3WaaQIOgZ7p9xmUL9VXxe36ImU+ZF9yBK6BtKr7y/j75RmDNB2ByYl8QhlapzBmOHMVSVKYQQQ6ZKzpplqkxBpq5P7k7Tx8bQmo/205eKc2bW7/qxUwGZUtHDuA6C/hUWV9Iz69XmDLKl3zqylxaZwil9Uv8wZT2MTVokLcLdTVWZmjyqN904LIpe+0BdD8MRKCuv4drfKjKl07bfdr0u226+k19UWq3PtjfoYRXma7ftldps+2uKc8bDVm37WBu07Vfps+2CYAu0WezC+vXr2TEeOXIkjR8/nktS/fOf/2z8e9R2Pnz4MFVUVPDXqampnHF737591KNHDwoNDW38WO4tX0kgoyoyFX7wVRpt/uroeUkwWgsWDyjB9M5/j9AH36QZzjRpubeHZBkIty4+W224TdcMCmend/OXR5T7h/qdN1zTnd7+/DBtUeifl4czLV+YROWV52jlup28+DYKFsl3TOjDGZbf/9p4dk/U9v7z3AS+M4WQpSKFNiGjKpwmlqkv1d45nJzpY3pzllCUNzHaP9zXw+47komsVJQpZLa+8+YBtPmrI/S+okzxAunaHlz3VEWmPN2dOPlYVVUtJwhSkakRcV1o7o396L2t5jljtE3gNt5Q60qbMGcUyoj4epkX3XAqoBNKFTK9YsF22/UxLFMow6QyZ3AyW1dfr6ynkgeEcYUBlBpT1VNYcE8a0VNZDyOBDmSqusash1VkChUG5k3s3yhTKv3DhtqEqyKV9TCSqy1fkERnK2pYJ5ScNS5TcCyxeWzWw2oyhRBboCpT2m376N6abHsihzPrsO0LbdC2o3+6bDuqcnRk2z7DFm37LXpsuyB0WMcZGbQ3bNjAd5aRtOvVV18lT0/Pxr+PjIzkCT18+HD+Gn/i64t98LNXIn26BXCShG9TT9HrH+2nWoV0+LxAuqk/l9lY+8kBXlQawdnJrOydnRz4PgwyMRplYK9Avo/29a5TtOZjtf5h0T19bDR9vj2dM4Ua7R+SZcARQO4L9A/ZPY0S1yeE7pk8mL7cmUlrPj5guH+494V7bUikhHt7yDRplOhI1M0cSt/tMcvUuTqFGo7Y/Li5P32xI0NZpnCPnhPaKcoUynqhfvHXqeoyBcfy9gl9WKaQ0dho/1ydzQlYkAmV+6cgU8gYi7JlOA1QkSlw07U92JH7/MeTnNHYaP9weoI5gwWSJSOuUXBqibttWyFTH6vJFDL+uiOR0rodnBHXKKgwgCzL0MM4fVZ559j8wKIbpVuQXddo/3Bn/dF5CeToYM+JlFTmzOBeQXTfdLNMrVWcM+OviqKpY3o36GHjMmXZpDXVmzijsYpMJfQzOxWqMgU9jDuznm5OyjKl1bYPDtdm26GHddj2AT0DOUmiLts+Y5y6bXcV295irsLmh0bb7qbDtkc1se2Kc0YQ2hO5Ld8CMgor6GBOGX+O5ZeTs6sT5ZVUNX6KrJzS4C4h7ugcOlFIL23aY/iODkBykvumxtLuQ3n093eQmKJOaQER4G3ONIksxEbp3tmXM1L/nFbA93SqDLbJsiuJJCw7DuRxAh2V/j06J4HLUSAjLkJRjYIyDXBU9x49rdQ/LJCRSTOskznTZE7hWcNtigj24kRKh04WmtukIFOoe/rH6bF8z26Vgkyhf0tuj6dAXzdlmTLXL06g/ccKzHNGQaYQ0oy7X7s0yBTahNO0FYoy1bOLH88/VZkC1zU4cjv259DL7+013D8XZ5wuJPEpAxy5vDPG+9c3ypyZHNlZV72jNmdw/zbYzyJTxucMsiw/MieRk1eZ9XCd2obalMF8T1JVD2NzwN/bRXnOIDkX5HOfBj2ME8e5N/WnHQdylOYMFt2IHPBwdTLrYQWZiok0O6osU4p6+IEZcRQa4KEsUzZt25F5XVGmujXY9v2QKUU9nDwAJ44Dtdl2L022fYlG2965k6dm2278TjcY0GjbTyvb9gdvj6cgnbb9eMF5eti1+BT12P5PWlr/Dp3b8jTVnj5p+N8QhLZGHOcWOM0TV/1IM1fv4M8D7x6gsO6htH5bZuPnta/TrTrPKAyP3ff8ogpWrKgPahQkBnrwjnhOwIKssaUG79bg9AynxcjEiBDUjLxSw20K9nfn+zA5+eX8LJVwT5w4Qtkjgy3fcTTYPyRSQtmksEA4qjso83SZ4TaFB3mZE7DklXG5MZV3/vtbB1FMV38Op0vPNf7OuRbrfHN9Xw6HVJApLJAenpVAJzXIFLKXdu/soyxTSKSEe21IwPL0OsiU8f4hAR2yP6dlFivdR4NMPXhbHHUO8lSWKSS9eXxBMmWdhkztMPzOwZCYEE42dDj9DGdoNdo/LJBQuiXI151WrNup1D8skLDoTs8uVZape6fGUs8IX54zKjIV6OdGy/n+rUVPVStlJsei+3hWMfevTKF/cOSQZRltUnnnwQEevPmBkjtPK8oUTrHx3o9mFCnJFOYMMtSHBLhztI1K/+CoItw6I1ddD+MEGxUUVPWwbtu+RJdtnx6rzbZDT8FZUrXtKDGly7Yv0WTbO2u07XfdOlCzba/SYtuRBFKHbUedZ9Sz1mnbn1v3A3X/8FFKfnkc9fzx7zTFtI3OfbCC8u8ZSMUv/4FMtcbvswtCWyGOczOUt/Bkoqa2vtlwSCxqUKnuyTXmwvdGQf0/7Eoi0RdOv4yGnFmSwqAMBcpsHMsqNtwmb75fnMz3p59cm6IUjszKfnYCL0ZUwoPQP4TF9uriz0bxeHaJ4Tb5eZuT+uCO1VNrUpTe+ewb+tLQmBBekKYplI6wyBTqHz6lKFPIIg1jXVJWrSxTiBpAGQrIVNop4zLF99oWJnMI8ZNr1ULcu4R6c8gZkjKphGmasywP5pB5LJBU5owvJ/W5irOWQqZOF1UqOXI4kYNTCAfFaGisOSPuEN78UJ0zQUgUtSCZys5CptTmzPyb+nMNalWZ8nB3puULkvmOHethBZnCohtl2c6UVvHpl0r/sKGGkPJnFGXKnCgqme9Pm2XKeP96wpGbFd8oUyp6GNnucSquKlOcKGphMt+fVtXDyDcwJLpBDyuUTdJp27Ghhmz+RWWabHuPQD22fUEynbNF295Vj23H2sVi243q4Ubb3se2bHuwTts+Ua9tv7f0Dep64H2yIxPZm+rJieqI6rHmNlHl1jVU8spiw/+GILQV4jhfRnD3CKcwOPnAXcIzZVXKyh53wPEsOBeGS5v8rh8n0UGJm5PZxncSXZwdWNnD0KJNKiceqMGJML+amlp+lsngdRiLI4fSHzBmWfnGw6gsSX3QzyfXpFClQmmMqWOiacTQLvTipt10KFOhfrGj+UQnyN8sU4UKMoUw5GV3JvMCEM8618xmkPXSJn3NpT/eTOVTOaO4ODnwKROcTCzaShROPMxl2ZI4gQ4cOZTHU3HkcPcSc0blxMPd1ZEdHQ6RXptCFQoZYyOCvVm/4Bk40TGaf8XiyA3oFchzJqfQ+KKNE/bdmUz2dva8KMXGmkppk2Gx4VxOJk1BpqCHEWLr7+PKbVJJeuPfcOIIWcL41dWblMqWJfY3y1R6rnGZ4qQ+C5JYX8GhV8kGz3Vd5yZSFTZ31qUoydSiSQM5JBkylV1gPNwTd5QhU85O9qyHjYbYok3Iq4EM/ChVdVjBef61bTcuU746bfuEvpQ80GzbT+So2XboTp8G216mcArKtn1+IusCPMvglGl05OL6WGy7ih6GTCVxng60SaUEExKiNdr2DA22PaDBtpfqtO11Wmz7sWyFTb7ybLqh5juyv1SebZOJKr9YI2Hbgs1hZ1JJ7WqDoIyVj48PJyTz9vZWfh7uNSNEuzkiPe3J1QFqqXnwyr/7KZuKy6ooLNCLhkQHGW4fFODnKRm8MzmwVxCFBrgbftZPR/MpM7eMHB3taVyS8YRs6N+XqZlUUVnLd6D7dPM3/Cw4ASgbASnFHWg/LxfDz0IdwZyCcnbsr40Nb/bnMTEuNqI4rfpvSgbV15uoVxc/Pp0zyqH0IjqWWcTPHH9Vd3Kwb5kM/aqtJhN9vzebT7+C/D0ooW+I4TZhoYbkR2RnxycWnQM9DD9r37ECSs8p5VCv8cndDD8H/UNJk9KzNfy+EfZnFDgBX+zM4NGFo4K7/kZJPZRH2fnl5ObmSCPjuij1D4lcsFmBkE2EJhsF4ZSWMly4Aw1Hwyjbf87hEyac9GFzzShwKD/ffpJlCierEUG/JIpsLfuPFXJdV0sGWaPzGO/82z1ZnKEXmw6DegUabhOcgP/uSOcMuwidD/JzM/ws3OM9lXeWnRUkuDMK+ofyL9U1tRQV4cehyUbBCe9XqadY5107JIIdKKOkHMjlME2U5sIC3ChoC945HK/orv4UGWrc3h88UUjHs0r4WcgCbZSmtj000JPiooM7nG1H6axytu0+nCTtctn2S83jprbdy8OJhsdGGG5TfYMerquzMdu+L5vOlMC2u3PeDmXbbm/HkYaIXmwv2z4q4y0ak7GBHMjKxpC9A3lOXkpek5aQrfkGwm8XcZw1Oc4D/ZzI06l1B/h7jhXQoawSmnxVN763o8K2A7mUfaaCbkmKVHrW0awS2nE0n6Ze0125TTuO5NPxvFK6NVm9f9/+nEO5xZXK/TuYWUR7jhfSlKut9w/GqrKyktzc3HiX9WL8eDCPMgrO0iTF/p3ILaXvD+bRtGFRyu/pp+OFdPBUsRaZ+v5ALmVpkKm07BKWhSkaZGrX0XxKy9UjU9/tz2mcM46ODoafcyizmHYfL2hWplrC9kOnKT2/TFmm2Cncn0uniyvpZsXx259+hvadLKLJV6u/8x8O5tKpggq6JVmtTcdySmn74dPN6qmWzOPUtAI6ml1Ct16lR6ZyitT11JFTxbQrrUDLnEk5cppO5qnLFPgGGykaZOpARhHtPVFIkzXMGchURn45TUpWm8fHc0rpx8N5NPUadT2s1bYfzKXsQtuy7TuP5tOx3Mtn21syjw9lFtHuFtj2lqDVth/Ko2nXaLLtmcVa9LCu9SJse8oRYzI15vAqGpz1CTmYrJx+OziR++g55DN3JakijrOgC0dtT/qNs2TSIIoJ9Wr178EgXMoQtNezbLFNOp/Vkucg9DIvL4+Cg4P53qcttOlKfpYttgljnJubSyEhIVbH+HK2yVafdaW26XLPY53PssU26XyWzOMr951f7mfJPL7877ytn1P27jY6+/Yn5lCCSz68nux9jEdkCkJbIHec2xldSlDns2yxTTqfJW2Sd/5bkCmdz5I2yTsXmZI5IzqhY+hOnc8y+hy3qydjR8T6D9XXk9s1U4w1TBDaCHGcBUEQBEEQBEG4LDgGdyO3kbM478VFsbPjv3cMMn4nXxDaAgnVbgYPZwetPycIgiAIgiAIv2V85j3NfyJ7NuEqDZxoZIvDSfOIWY1/Lwi2hDjOzdAlwJ3e/31iYz1nU309FZ4ppAD/ALJruDMHpxk/JwiCIAiCIAiCdewcncj3zhfI8+YHqOKbt6g8J508wiLJ/ZopctIs2CziOLeApk4xJ6mwr6DgYC/lhEKCIAiCIAiC8FsF4dietzxI5Xl55NlMIkdBaG9EOgVBEARBEARBEATBCuI4C4IgCIIgCIIgCIIVxHEWBEEQBEEQBEEQBCuI4ywIgiAIgiAIgiAIVhDHWRAEQRAEQRAEQRCsII6zIAiCIAiCIAiCIFhBHGdBEARBEARBEARBsII4zoIgCIIgCIIgCIJgBXGcBUEQBEEQBEEQBMEK4jgLgiAIgiAIgiAIghXEcRYEQRAEQRAEQRAEK4jjLAiCIAiCIAiCIAhWEMdZEARBEARBEARBEKwgjrMgCIIgCIIgCIIgWEEcZ0EQBEEQBEEQBEGwgjjOgiAIgiAIgiAIgmAFR+pgmEwm/rO0tLRNnl9fX09lZWXk5uZG9vay79BRkXHu+MgYd3xkjDs+MsYdHxnjjk9bj7HFJ7D4CIJglA7nOGPigYiIiPZuiiAIgiAIgiAINuIj+Pj4tHczhCsYO1MH237BrlV2djZ5eXmRnZ1dm+xawSnPzMwkb29v7c8XbAMZ546PjHHHR8a44yNj3PGRMe74tPUYw9WB0xwWFibRooISHe7EGSEe4eHhbf7vYGKL49zxkXHu+MgYd3xkjDs+MsYdHxnjjk9bjrGcNAs6kEu6giAIgiAIgiAIgmAFcZwFQRAEQRAEQRAEwQriOLcSFxcXWrZsGf8pdFxknDs+MsYdHxnjjo+MccdHxrjjI2MsXCl0uORggiAIgiAIgiAIgqATOXEWBEEQBEEQBEEQBCuI4ywIgiAIgiAIgiAIVhDHWRAEQRAEQRAEQRCsII6zIAiCIAiCIAiCIFhBHGdBEARBEARBEARBsII4zi3gL3/5CyUnJ5O7uzv5+vq25Fdo9uzZZGdnd95n3LhxLfpd4coYYySkf/zxxyk0NJTc3Nxo1KhRdPTo0TZvq2CMM2fO0MyZM8nb25vHeN68eXT27FmrvzN8+PBfzeNFixbJENgQL730EkVGRpKrqyslJCRQSkqK1Z9/++23KTo6mn++f//+9Mknn1y2tgptP8avv/76r+Ysfk+wTb755hu64YYbKCwsjMfq/fffb/Z3vvrqK4qNjeUSRj169OAxFzrWOGOML5zH+OTm5l62NgvCxRDHuQXU1NTQ5MmT6a677qLWAEc5Jyen8bNx48ZW/b5g22P81FNP0QsvvED/+Mc/aPv27eTh4UFjx46lqqqqNm2rYAw4zfv376fPP/+cPvroIzbkCxcubPb3FixYcN48xrgLtsFbb71FDzzwAC1btoxSU1Np4MCBPAdPnz590Z///vvvafr06bxpsnv3bpo4cSJ/fv7558vedqFtxhhgc6zpnE1PT5fXbaOUl5fzmGJzpCWcOHGCJkyYQNdddx3t2bOH7r//fpo/fz79+9//bvO2CpdvnC0cPnz4vLkcFBQkwyC0L6jjLLSM1157zeTj49Oin501a5bppptuklfbQce4vr7eFBISYlqxYkXj94qLi00uLi6mjRs3tnErhdZy4MAB1Ks37dixo/F7n376qcnOzs6UlZV1yd+79tprTffdd5+8cBslPj7edPfddzd+XVdXZwoLCzP99a9/vejPT5kyxTRhwoTzvpeQkGC6884727ytwuUZ49bYacG2gI7evHmz1Z9ZsmSJqW/fvud9b+rUqaaxY8e2ceuEyznOX375Jf9cUVGRvHjBppAT5zYEoSbYHevduzefZBYWFrblPydcRrDrjZAhhGdb8PHx4TDCH374QcbCxsCYIDw7Li6u8XsYO3t7e44WsMb69eupU6dO1K9fP1q6dClVVFRchhYLLYkS2bVr13lzEOOJry81B/H9pj8PcHopc7bjjDHAFYyuXbtSREQE3XTTTRxpInQMZA7/thg0aBBfhxs9ejRt27atvZsjCOQo76BtQJj2LbfcQt26daNjx47RI488Qtdffz0rfQcHB3ntVziWezbBwcHnfR9fyx0c2wNjcmGIl6OjI/n7+1sdrxkzZvACHPey9u7dSw899BCHjr333nuXodWCNQoKCqiuru6ic/DQoUMX/R2MtczZjj3G2Kh+9dVXacCAAVRSUkIrV67k/BVwnsPDwy9Ty4W24lJzuLS0lCorKznfiHDlA2cZ1+Cw2V1dXU2rV6/mnCPY6Mb9dkFoL36zjvPDDz9MTz75pNWfOXjwICeRMcK0adMa/x8JaGDEo6Ki+BR65MiRhp4p2NYYC1fOGBul6R1ozGMYc8xfbIZhPguCYFskJSXxxwKc5piYGHr55ZfpiSeeaNe2CYLQMrABhk/TeQy7++yzz9K6devkNQrtxm/WcV68eDFnvrZG9+7dtf17eBbCPdPS0sRx7gBjHBISwn/m5eWxM2UBXyO0SLCtMcZ4XZhMqLa2ljNtW8ayJSAUH2Aei+PcvkCfInoHc64p+PpSY4rvt+bnhStvjC/EycmJBg8ezHNWuPK51BxGQjg5be7YxMfH03fffdfezRB+4/xmHefAwED+XC5OnTrFd5ybOlnClTvGCMGHAf/iiy8aHWWEiiGMqLXZ14W2H2OcQBUXF/N9ySFDhvD3tm7dSvX19Y3OcEtAFlcg87j9cXZ25rHEHERmbIDxxNf33HPPJeUAf49MvBaQZb3pCaVwZY/xhSDUe9++fTR+/Pg2bq1wOcBcvbCEnMzh3wawv2J7hfZGkoO1gIyMDJ6w+BNGGP+PT9MasAj33bx5M/8/vv/ggw/Sjz/+SCdPnmQjjwQlqDeIRDTClT/GqCeIxff//d//0ZYtW3hhdscdd/BdWMsCT7AdEKqJvAMoLYUasEgygoU3rlRgzEBWVhaPsaVGLMLCENoJZxvzGOOMMR42bBhfvRDaH5Qp+te//kVr1qzhkHxsWqHsyZw5c/jvMV5I6Gbhvvvuo88++4yefvppviO7fPly2rlzZ4udMMH2x/h///d/6T//+Q8dP36cy1fddtttXI4KJYsE2wM21mJvLYk3LbYYYGwxxhYWLVrEY7tkyRKew6tWraJNmzbRH//4x3brg6B/nJ977jn64IMPOFIE5QKx3sJm99133y2vW2hf2jut95UASkvhVV34Qbp8C/gaZTBARUWFacyYMabAwECTk5OTqWvXrqYFCxaYcnNz27EXgs4xtpSkeuyxx0zBwcFchmrkyJGmw4cPy4u2UQoLC03Tp083eXp6mry9vU1z5swxlZWVNf79iRMnzhvzjIwM07Bhw0z+/v48vj169DA9+OCDppKSknbshXAhL774oqlLly4mZ2dnLl30448/nldODHO7KZs2bTL16tWLfx5lbT7++GN5qR1ojO+///7Gn4VuHj9+vCk1NbWdWi40h6Xs0IUfy5jiT4zxhb8zaNAgHuPu3bufZ5eFjjHOTz75pCkqKsrk6urKNnj48OGmrVu3tmMPBMGMHf7Tzr67IAiCIAiCIAiCINgsEqotCIIgCIIgCIIgCFYQx1kQBEEQBEEQBEEQrCCOsyAIgiAIgiAIgiCI4ywIgiAIgiAIgiAIxpATZ0EQBEEQBEEQBEGwgjjOgiAIgiAIgiAIgmAFcZwFQRAEQRAEQRAEwQriOAuCIAiCIAiCIAiCFcRxFgRBEARBEARBEAQriOMsCIIgCIIgCIIgCFYQx1kQBEEQBEEQBEEQ6NL8fxY1ImybyDMpAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "V_grid, T = igl.triangulated_grid(NX, NY) # unit square, NX x NY vertices\n", "X = (V_grid - 0.5) * np.array([WIDTH, HEIGHT]) # centered WIDTH x HEIGHT beam\n", "n, dim = X.shape\n", "q = X.reshape(-1, 1) # rest positions: x = B u + q\n", "pin_idx = np.where(X[:, 0] <= X[:, 0].min() + 1e-6)[0]\n", "tip = int(np.argmax(X[:, 0]))\n", "\n", "fig, ax = plt.subplots(figsize=(10, 2.3))\n", "utils.plot_mesh(ax, X, T, pins=pin_idx, title=f\"rest beam: {n} vertices, {len(T)} triangles, {n * dim} full DOFs\")\n", "ax.scatter(*X[tip], s=40, color=utils.HANDLE_C, zorder=6, label=\"tip (tracked)\")\n", "ax.legend(loc=\"center left\", bbox_to_anchor=(1.01, 0.5), fontsize=9)\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"mesh.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"024_mesh.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "9620a757", "metadata": {}, "source": [ "## The subspace: skinning eigenmodes\n", "\n", "`simkit.skinning_eigenmodes` returns `N_MODES` smooth weight fields $w_k$ (Laplacian eigenvectors) and the\n", "linear-blend-skinning basis $B$: every weight carries its own 2D affine transform (6 DOFs), so\n", "$x = B\\,u + q$ has only $6 \\cdot$ `N_MODES` unknowns $u$, and $u = 0$ is the rest pose. $B$ is **dense**:\n", "every mode moves every vertex. Below, each weight is scaled to $[-1, 1]$: $w_0$ is constant (it carries the\n", "global affine motion), and the others oscillate ever faster along the beam, then across it." ] }, { "cell_type": "code", "execution_count": 3, "id": "8f5e0ece", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:45:00.725493Z", "iopub.status.busy": "2026-09-24T03:45:00.725390Z", "iopub.status.idle": "2026-09-24T03:45:00.971651Z", "shell.execute_reply": "2026-09-24T03:45:00.971307Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "B: 640 x 60 dense basis (10 weights x 6 affine DOFs)\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "W, eigvals, B = simkit.skinning_eigenmodes(X, T, N_MODES, mu=np.full((len(T), 1), YM))\n", "n_u = B.shape[1]\n", "print(f\"B: {B.shape[0]} x {n_u} dense basis ({N_MODES} weights x 6 affine DOFs)\")\n", "\n", "fig, axes = plt.subplots(N_MODES // 2, 2, figsize=(12, 0.75 * N_MODES))\n", "for k, ax in enumerate(axes.T.flat):\n", " m = utils.plot_scalar_field(ax, X, T, W[:, k] / np.abs(W[:, k]).max(), title=f\"$w_{{{k}}}$\",\n", " cmap=\"RdBu_r\", vmin=-1, vmax=1, edges=False, colorbar=False)\n", " ax.set_xticks([]); ax.set_yticks([])\n", "fig.colorbar(m, ax=axes, shrink=0.6, label=\"weight / max |weight|\")\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"skinning_weights.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"024_skinning_weights.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "e09e8827", "metadata": {}, "source": [ "## Cubature\n", "\n", "Both methods evaluate the elastic energy only at a subset of triangles. `simkit.spectral_cubature`\n", "clusters the triangles by their (averaged) skinning weights into `N_CUBATURE` clusters, keeps one\n", "representative triangle per cluster, and weights it by the cluster's total area. Top: the cluster of every\n", "triangle; bottom: the weight of the selected triangles (the others are blank). On this small mesh 400 of\n", "the 546 triangles survive and no cluster holds more than 3, so the saving is modest; what matters is that\n", "the elastic cost now depends on `N_CUBATURE`, not on the mesh resolution." ] }, { "cell_type": "code", "execution_count": 4, "id": "9c04e982", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:45:00.972885Z", "iopub.status.busy": "2026-09-24T03:45:00.972803Z", "iopub.status.idle": "2026-09-24T03:45:01.208733Z", "shell.execute_reply": "2026-09-24T03:45:01.208395Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "400 cubature triangles out of 546; 259 clusters hold one triangle, the largest holds 3\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cub_idx, cub_w, cub_labels = simkit.spectral_cubature(X, T, W, N_CUBATURE, return_labels=True)\n", "cluster_size = np.bincount(cub_labels, minlength=N_CUBATURE)\n", "print(f\"{N_CUBATURE} cubature triangles out of {len(T)}; \"\n", " f\"{np.sum(cluster_size == 1)} clusters hold one triangle, the largest holds {cluster_size.max()}\")\n", "\n", "tri_area = simkit.volume(X, T).ravel()\n", "cub_field = np.full(len(T), np.nan)\n", "cub_field[cub_idx] = cub_w / tri_area[cub_idx]\n", "fig, axes = plt.subplots(2, 1, figsize=(10, 4.4))\n", "utils.plot_scalar_field(axes[0], X, T, cub_labels % 20, title=\"cubature cluster of each triangle\",\n", " cmap=\"tab20\", label=\"cluster id mod 20\")\n", "utils.plot_scalar_field(axes[1], X, T, cub_field, title=\"cubature weight of the selected triangles\",\n", " cmap=\"viridis\", vmin=1, vmax=np.nanmax(cub_field), label=\"weight / triangle area\")\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"cubature.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"024_cubature.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "760c55b8", "metadata": {}, "source": [ "## Shared operators\n", "\n", "Built once from simkit and used by both methods: Lamé parameters and quadrature weights `vol` at the\n", "cubature triangles, the reduced mass matrix $M_B = B^\\top M B$, the deformation gradients at the\n", "cubature triangles $F = G J B\\,u + G J q$ (`GJB`, `GJq`, with $G$ selecting those triangles), and the\n", "pin and gravity terms rewritten in $u$. The pin penalizes absolute positions $x = B u + q$; substituting\n", "leaves a linear term $B^\\top(Q_\\text{pin}\\,q + b_\\text{pin})$ that anchors the pin at the rest offset $q$.\n", "Left: the lumped vertex mass (lighter on the boundary); right: the reduced mass matrix $M_B$, dense like $B$." ] }, { "cell_type": "code", "execution_count": 5, "id": "2d20d9b0", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:45:01.209906Z", "iopub.status.busy": "2026-09-24T03:45:01.209819Z", "iopub.status.idle": "2026-09-24T03:45:01.366943Z", "shell.execute_reply": "2026-09-24T03:45:01.366526Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "GJB: 1600 x 60 (4 entries of F per cubature triangle), 8 pinned vertices\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mu_value, lam_value = simkit.ympr_to_lame(YM, PR)\n", "mu = np.full((N_CUBATURE, 1), mu_value)\n", "lam = np.full((N_CUBATURE, 1), lam_value)\n", "vol = cub_w.reshape(-1, 1) # cubature weights (cluster areas)\n", "\n", "M = sp.sparse.kron(simkit.massmatrix(X, T, rho=RHO), sp.sparse.identity(dim))\n", "M_B = B.T @ M @ B # reduced mass matrix\n", "\n", "G = sp.sparse.kron(simkit.selection_matrix(cub_idx, len(T)), sp.sparse.identity(dim * dim))\n", "J = simkit.deformation_jacobian(X, T)\n", "fem_precomp = simkit.energies.ElasticEnergyZPrecomp(B, q, G, J, dim) # holds GJB = G J B, GJq = G J q\n", "GJB, GJq = fem_precomp.JB, fem_precomp.Jx0\n", "\n", "Q_pin, b_pin = simkit.dirichlet_penalty(pin_idx, X[pin_idx], n, K_PIN)\n", "Q_pin_B = B.T @ Q_pin @ B # reduced pin quadratic\n", "b_pin_B = B.T @ (Q_pin @ q + b_pin) # reduced pin linear term (anchored at q)\n", "f_g_B = B.T @ simkit.gravity_force(X, T, a=GRAVITY, rho=RHO).reshape(-1, 1) # reduced gravity force\n", "print(f\"GJB: {GJB.shape[0]} x {GJB.shape[1]} (4 entries of F per cubature triangle), \"\n", " f\"{len(pin_idx)} pinned vertices\")\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(13, 3), gridspec_kw={\"width_ratios\": [3.2, 1]})\n", "utils.plot_scalar_field(axes[0], X, T, simkit.massmatrix(X, T, rho=RHO).diagonal(), title=\"lumped vertex mass\",\n", " cmap=\"viridis\", label=\"mass\")\n", "im = axes[1].matshow(np.log10(np.abs(M_B) + 1e-12), cmap=\"magma\", vmin=-6)\n", "axes[1].set_title(r\"reduced mass $\\log_{10}|B^\\top M B|$\", fontsize=10)\n", "fig.colorbar(im, ax=axes[1], shrink=0.8)\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"mass.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"024_mass.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "6f706708", "metadata": {}, "source": [ "## Subspace FEM: `fem_system`\n", "\n", "The classic recipe: the elastic energy is a function of the deformation gradients $F(u)$, evaluated at\n", "the cubature triangles (`simkit.energies.elastic_*_z`). Its subspace Hessian\n", "$(GJB)^\\top H_F\\,(GJB)$ is dense because $B$ is: every element couples all subspace DOFs. The system is\n", "rebuilt at every step with that step's history $u_n, u_{n-1}$." ] }, { "cell_type": "code", "execution_count": 6, "id": "02378df9", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:45:01.368075Z", "iopub.status.busy": "2026-09-24T03:45:01.367991Z", "iopub.status.idle": "2026-09-24T03:45:01.370714Z", "shell.execute_reply": "2026-09-24T03:45:01.370356Z" } }, "outputs": [], "source": [ "def fem_system(u_curr, u_prev, h, mu, lam):\n", " \"\"\"Backward-Euler step of subspace FEM: inertia + elastic + pin + gravity, in reduced coordinates u.\"\"\"\n", "\n", " def energy_func(u):\n", " E_inertia = simkit.energies.kinetic_energy_be(u, u_curr, u_prev, M_B, h)\n", " E_elastic = simkit.energies.elastic_energy_z(u, mu, lam, vol, MATERIAL, fem_precomp)\n", " E_pin = simkit.energies.quadratic_energy(u, Q_pin_B, b_pin_B)\n", " E_gravity = -(f_g_B.T @ u).item()\n", " E_total = E_inertia + E_elastic + E_pin + E_gravity\n", " return E_total\n", "\n", " def gradient_func(u):\n", " g_inertia = simkit.energies.kinetic_gradient_be(u, u_curr, u_prev, M_B, h)\n", " g_elastic = simkit.energies.elastic_gradient_z(u, mu, lam, vol, MATERIAL, fem_precomp)\n", " g_pin = simkit.energies.quadratic_gradient(u, Q_pin_B, b_pin_B)\n", " g_gravity = -f_g_B\n", " g_total = g_inertia + g_elastic + g_pin + g_gravity\n", " return g_total\n", "\n", " def hessian_func(u):\n", " H_inertia = simkit.energies.kinetic_hessian_be(M_B, h)\n", " H_elastic = simkit.energies.elastic_hessian_z(u, mu, lam, vol, MATERIAL, fem_precomp)\n", " H_pin = simkit.energies.quadratic_hessian(Q_pin_B)\n", " H_total = H_inertia + H_elastic + H_pin\n", " return H_total\n", "\n", " return energy_func, gradient_func, hessian_func" ] }, { "cell_type": "markdown", "id": "a87b2742", "metadata": {}, "source": [ "## Mixed FEM: the stretch constraint\n", "\n", "The polar decomposition $F = R\\,S$ splits off the symmetric stretch $S$, which is all an isotropic\n", "elastic energy depends on. MFEM gives every cubature triangle an auxiliary stretch\n", "$a = (s_{xx}, s_{yy}, s_{xy})$ and the constraint $c(u, a) = S(F(u)) - a = 0$. `Ci` (from\n", "`simkit.symmetric_stretch_map`) extracts those 3 components from the 4 entries of $S$, and the metric\n", "$W = \\mathrm{diag}(w)$ weights them by the cubature area, counting $s_{xy}$ twice because it appears twice in $S$.\n", "`stretch_residual` evaluates $c$ and `stretch_jacobian` its derivative $\\partial S/\\partial u$. The printout\n", "counts the mixed unknowns: the 60 positions, plus stretch and multiplier components that the solver eliminates." ] }, { "cell_type": "code", "execution_count": 7, "id": "db77f4da", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:45:01.371719Z", "iopub.status.busy": "2026-09-24T03:45:01.371630Z", "iopub.status.idle": "2026-09-24T03:45:01.374802Z", "shell.execute_reply": "2026-09-24T03:45:01.374463Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "state p = [u; a; lambda]: 60 + 1200 + 1200 = 2460 unknowns\n" ] } ], "source": [ "_, Ci = simkit.symmetric_stretch_map(N_CUBATURE, dim)\n", "n_sym = dim * (dim + 1) // 2 # independent stretch components (3 in 2D)\n", "n_a = Ci.shape[0] # stretch DOFs\n", "w = np.kron(vol, np.array([[1.0], [1.0], [2.0]])) # constraint metric weights (s_xx, s_yy, s_xy)\n", "W_c = sp.sparse.diags(w.ravel())\n", "a_rest = np.tile([[1.0], [1.0], [0.0]], (N_CUBATURE, 1)) # identity stretch\n", "u_rest = np.zeros((n_u, 1)) # rest pose\n", "ll_rest = np.zeros((n_a, 1)) # zero multipliers\n", "\n", "def stretch_residual(u, a):\n", " \"\"\"Constraint c = S(F(u)) - a, three components per cubature triangle.\"\"\"\n", " F = (GJB @ u + GJq).reshape(-1, dim, dim)\n", " c = Ci @ simkit.stretch(F) - a\n", " return c\n", "\n", "def stretch_jacobian(u):\n", " \"\"\"dS/du^T, shape (n_u, n_a): the derivative of one polar decomposition per cubature triangle.\"\"\"\n", " dSdu = simkit.stretch_gradient_dz(u, GJB, Ci=Ci, dim=dim, GJq=GJq)\n", " return dSdu\n", "\n", "print(f\"state p = [u; a; lambda]: {n_u} + {n_a} + {n_a} = {n_u + 2 * n_a} unknowns\")" ] }, { "cell_type": "markdown", "id": "d8def412", "metadata": {}, "source": [ "## `mfem_system`\n", "\n", "The unknowns are $p = [u;\\,a;\\,\\lambda]$, with Lagrange multipliers $\\lambda$ for the constraint, and\n", "`simkit.solvers.sqp_mfem` minimizes the augmented-Lagrangian merit below. It takes gradient blocks\n", "`[f_u, f_a, f_lambda]` (the gradient without the multiplier coupling, which it adds itself, and the residual\n", "$Wc$) and Hessian blocks `[H_u, H_a, G_u, G_a, G_a_inv]` (its docstring calls the stretch block $z$). The\n", "elastic Hessian $H_a$ is **block-diagonal** (3×3 per triangle); the positions only see inertia, pin and\n", "the constraint Jacobian $G_u = \\tfrac{\\partial S}{\\partial u}^{\\!\\top} W$, and $H_u$ drops the curvature of\n", "$S$ (Gauss-Newton). Since $G_a = -W$ is diagonal, the solver eliminates $a$ and $\\lambda$ and solves one\n", "$n_u \\times n_u$ system per iteration. The penalty gradient in $u$ is\n", "$\\rho_\\text{aug}\\tfrac{\\partial S}{\\partial u}^{\\!\\top} W c$, weighted by $W$ once, like the penalty itself.\n", "`solve_mfem` runs the solver and counts its iterations.\n", "\n", "$$E(p) = \\psi(a) + E_\\text{inertia}(u) + E_\\text{pin}(u) + E_\\text{gravity}(u) + \\lambda^\\top W c + \\tfrac12\\,\\rho_\\text{aug}\\, c^\\top W c$$" ] }, { "cell_type": "code", "execution_count": 8, "id": "6a68bee2", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:45:01.375798Z", "iopub.status.busy": "2026-09-24T03:45:01.375743Z", "iopub.status.idle": "2026-09-24T03:45:01.380365Z", "shell.execute_reply": "2026-09-24T03:45:01.380094Z" } }, "outputs": [], "source": [ "def mfem_system(u_curr, u_prev, h, mu, lam, rho_aug):\n", " \"\"\"Backward-Euler step of subspace mixed FEM on the stacked state p = [u; a; lambda].\"\"\"\n", "\n", " def split(p):\n", " return p[:n_u], p[n_u:n_u + n_a], p[n_u + n_a:]\n", "\n", " def energy_func(p):\n", " u, a, ll = split(p)\n", " c = stretch_residual(u, a)\n", " E_elastic = simkit.energies.elastic_energy_S(a.reshape(-1, n_sym), mu, lam, vol, MATERIAL)\n", " E_inertia = simkit.energies.kinetic_energy_be(u, u_curr, u_prev, M_B, h)\n", " E_pin = simkit.energies.quadratic_energy(u, Q_pin_B, b_pin_B)\n", " E_gravity = -(f_g_B.T @ u).item()\n", " E_lagrange = (ll.T @ (w * c)).item()\n", " E_augment = 0.5 * rho_aug * (c.T @ (w * c)).item()\n", " E_total = E_elastic + E_inertia + E_pin + E_gravity + E_lagrange + E_augment\n", " return E_total\n", "\n", " def gradient_func(p):\n", " u, a, ll = split(p)\n", " wc = w * stretch_residual(u, a)\n", " f_u_inertia = simkit.energies.kinetic_gradient_be(u, u_curr, u_prev, M_B, h)\n", " f_u_pin = simkit.energies.quadratic_gradient(u, Q_pin_B, b_pin_B)\n", " f_u_gravity = -f_g_B\n", " f_u_augment = rho_aug * (stretch_jacobian(u) @ wc) if rho_aug else 0.0 # skip the Jacobian when unused\n", " f_u = f_u_inertia + f_u_pin + f_u_gravity + f_u_augment\n", " f_a_elastic = simkit.energies.elastic_gradient_S(a.reshape(-1, n_sym), mu, lam, vol, MATERIAL).reshape(-1, 1)\n", " f_a_augment = -rho_aug * wc # dc/da = -I\n", " f_a = f_a_elastic + f_a_augment\n", " f_ll = wc\n", " g_blocks = [f_u, f_a, f_ll]\n", " return g_blocks\n", "\n", " def hessian_func(p):\n", " u, a, ll = split(p)\n", " dSdu = stretch_jacobian(u)\n", " H_u_inertia = simkit.energies.kinetic_hessian_be(M_B, h)\n", " H_u_pin = simkit.energies.quadratic_hessian(Q_pin_B)\n", " H_u_augment = rho_aug * (dSdu @ W_c @ dSdu.T) # Gauss-Newton\n", " H_u = H_u_inertia + H_u_pin + H_u_augment\n", " H_a_elastic = sp.sparse.block_diag(list(simkit.energies.elastic_hessian_S(a.reshape(-1, n_sym), mu, lam, vol, MATERIAL)))\n", " H_a_augment = rho_aug * W_c\n", " H_a = H_a_elastic + H_a_augment\n", " G_u = dSdu @ W_c\n", " G_a = -W_c\n", " G_a_inv = sp.sparse.diags(1.0 / G_a.diagonal())\n", " h_blocks = [H_u, H_a, G_u, G_a, G_a_inv]\n", " return h_blocks\n", "\n", " return energy_func, gradient_func, hessian_func\n", "\n", "\n", "def solve_mfem(p0, energy_func, gradient_func, hessian_func, max_iter):\n", " \"\"\"Run sqp_mfem and also return its iteration count (it calls hessian_func once per iteration).\"\"\"\n", " calls = [0]\n", "\n", " def counted_hessian(p):\n", " calls[0] += 1\n", " return hessian_func(p)\n", "\n", " p = simkit.solvers.sqp_mfem(p0, energy_func, counted_hessian, gradient_func,\n", " tolerance=TOL, max_iter=max_iter, do_line_search=True)\n", " return p, calls[0]" ] }, { "cell_type": "markdown", "id": "7ae302b5", "metadata": {}, "source": [ "### Checking the blocks by finite differences\n", "\n", "At a random state we compare against central differences (`simkit.gradient_cfd`) of the merit $E(p)$: the\n", "gradient blocks plus the multiplier coupling the solver adds ($G_u\\lambda$, $G_a\\lambda$) must equal\n", "$\\nabla E$, $H_a$ must equal $\\partial f_a/\\partial a$, and the Gauss-Newton $H_u$ is exact only at\n", "$\\lambda = 0,\\ \\rho_\\text{aug} = 0$; it must also stay positive definite for every $\\rho_\\text{aug} \\ge 0$,\n", "which the condensed solve needs. All errors land near $10^{-11}$, far below `FD_PASS`, and $H_u$ is positive\n", "definite for every tested weight (smallest eigenvalue about $2\\cdot10^{-3}$ against $2\\cdot10^{10}$ for the\n", "largest: the stiff pin makes it badly conditioned, not indefinite)." ] }, { "cell_type": "code", "execution_count": 9, "id": "e140cb5f", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:45:01.381360Z", "iopub.status.busy": "2026-09-24T03:45:01.381304Z", "iopub.status.idle": "2026-09-24T03:45:22.518671Z", "shell.execute_reply": "2026-09-24T03:45:22.518300Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "gradient, rho_aug=0 relative error 6.1e-11\n", "H_a, rho_aug=0 relative error 7.1e-11\n", "gradient, rho_aug=50 relative error 6.7e-11\n", "H_a, rho_aug=50 relative error 7.1e-11\n", "H_u, lambda=0, rho_aug=0 relative error 1.2e-11\n", "H_u at rho_aug = 0: min eigenvalue 2.18e-03 (max 2.26e+10)\n", "H_u at rho_aug = 50: min eigenvalue 2.23e-03 (max 2.26e+10)\n", "H_u at rho_aug = 10000: min eigenvalue 6.57e-03 (max 2.26e+10)\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rng = np.random.default_rng(SEED)\n", "u_t = FD_NOISE * rng.standard_normal((n_u, 1))\n", "a_t = a_rest + FD_NOISE * rng.standard_normal((n_a, 1))\n", "ll_t = FD_NOISE * rng.standard_normal((n_a, 1))\n", "p_t = np.vstack([u_t, a_t, ll_t])\n", "\n", "def relative_error(approx, exact):\n", " return np.linalg.norm(approx - exact) / np.linalg.norm(exact)\n", "\n", "fd_errors = {}\n", "for rho_aug in FD_RHO_AUG:\n", " energy_func, gradient_func, hessian_func = mfem_system(u_rest, u_rest, DT, mu, lam, rho_aug)\n", " f_u, f_a, f_ll = gradient_func(p_t)\n", " H_u, H_a, G_u, G_a, G_a_inv = hessian_func(p_t)\n", " grad_u = f_u + G_u @ ll_t # + the multiplier coupling sqp_mfem adds\n", " grad_a = f_a + G_a @ ll_t\n", " g_blocks = np.vstack([grad_u, grad_a, f_ll])\n", " g_fd = simkit.gradient_cfd(lambda y: np.array([energy_func(y.reshape(-1, 1))]), p_t.ravel(), FD_STEP).reshape(-1, 1)\n", " H_a_fd = simkit.gradient_cfd(lambda y: gradient_func(np.vstack([u_t, y.reshape(-1, 1), ll_t]))[1].ravel(),\n", " a_t.ravel(), FD_STEP)\n", " fd_errors[f\"gradient, rho_aug={rho_aug:g}\"] = relative_error(g_blocks, g_fd)\n", " fd_errors[f\"H_a, rho_aug={rho_aug:g}\"] = relative_error(H_a.toarray(), H_a_fd)\n", "\n", "p_t0 = np.vstack([u_t, a_t, ll_rest]) # lambda = 0\n", "energy_func, gradient_func, hessian_func = mfem_system(u_rest, u_rest, DT, mu, lam, 0.0)\n", "H_u_fd = simkit.gradient_cfd(lambda y: gradient_func(np.vstack([y.reshape(-1, 1), a_t, ll_rest]))[0].ravel(),\n", " u_t.ravel(), FD_STEP)\n", "fd_errors[\"H_u, lambda=0, rho_aug=0\"] = relative_error(np.asarray(hessian_func(p_t0)[0]), H_u_fd)\n", "for name, err in fd_errors.items():\n", " print(f\"{name:26s} relative error {err:.1e}\")\n", "\n", "for rho_aug in SPD_RHO_AUG:\n", " H_u = np.asarray(mfem_system(u_rest, u_rest, DT, mu, lam, rho_aug)[2](p_t)[0])\n", " eig = np.linalg.eigvalsh(0.5 * (H_u + H_u.T))\n", " print(f\"H_u at rho_aug = {rho_aug:7g}: min eigenvalue {eig.min():.2e} (max {eig.max():.2e})\")\n", "\n", "fig, ax = plt.subplots(figsize=(7, 2.8))\n", "ax.barh(range(len(fd_errors)), list(fd_errors.values()), color=utils.MESH_EDGE)\n", "ax.axvline(FD_PASS, color=\"0.5\", ls=\"--\", lw=1, label=f\"pass threshold {FD_PASS:g}\")\n", "ax.set_yticks(range(len(fd_errors)), list(fd_errors.keys()))\n", "ax.set_xscale(\"log\"); ax.invert_yaxis()\n", "ax.set_xlabel(\"relative error vs central differences\")\n", "ax.set_title(\"MFEM blocks: finite-difference check\")\n", "ax.legend(fontsize=8, loc=\"lower right\")\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"fd_check.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"024_fd_check.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "c9a72aa0", "metadata": {}, "source": [ "## Dropping the beam with both methods\n", "\n", "Each backward-Euler step rebuilds the step's system from the history $(u_n, u_{n-1})$ and solves it:\n", "Newton (`simkit.solvers.newton_solver`, started at $u_n + h\\,v_n$) for FEM, and `sqp_mfem` warm-started\n", "with the previous stretch and multipliers for MFEM. We record the full-space vertices $x = B u + q$, the\n", "iterations per step, and MFEM's largest constraint violation $\\max|c|$. Both runs reach the same lowest tip\n", "height and end in the same pose, and their vertices never differ by more than $2\\cdot10^{-4}$; MFEM needs\n", "about twice as many iterations per step." ] }, { "cell_type": "code", "execution_count": 10, "id": "9e9020c8", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:45:22.519690Z", "iopub.status.busy": "2026-09-24T03:45:22.519623Z", "iopub.status.idle": "2026-09-24T03:45:58.248800Z", "shell.execute_reply": "2026-09-24T03:45:58.248485Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "FEM : tip height -4.101 (lowest) -> -3.468 (last); iterations per step: mean 7.7, max 13\n", "MFEM: tip height -4.101 (lowest) -> -3.468 (last); iterations per step: mean 15.8, max 30\n", "MFEM reached the 30-iteration cap on 33 of 120 steps\n", "largest FEM-MFEM vertex distance over the run: 2.1e-04\n" ] } ], "source": [ "runs = {}\n", "for method in [\"FEM\", \"MFEM\"]:\n", " u_curr, u_prev = u_rest.copy(), u_rest.copy()\n", " a, ll = a_rest.copy(), ll_rest.copy()\n", " frames, iters, residuals, stretches, multipliers = [], [], [], [], []\n", " for step in range(N_STEPS):\n", " if method == \"FEM\":\n", " energy_func, gradient_func, hessian_func = fem_system(u_curr, u_prev, DT, mu, lam)\n", " u_next, info = simkit.solvers.newton_solver(2 * u_curr - u_prev, energy_func, gradient_func, hessian_func,\n", " tolerance=TOL, max_iter=MAX_ITER, do_line_search=True,\n", " return_info=True)\n", " iters.append(info[\"iters\"] + 1)\n", " else:\n", " energy_func, gradient_func, hessian_func = mfem_system(u_curr, u_prev, DT, mu, lam, RHO_AUG)\n", " p, n_iter = solve_mfem(np.vstack([u_curr, a, ll]), energy_func, gradient_func, hessian_func, MAX_ITER)\n", " u_next, a, ll = p[:n_u], p[n_u:n_u + n_a], p[n_u + n_a:]\n", " iters.append(n_iter)\n", " residuals.append(np.abs(stretch_residual(u_next, a)).max())\n", " stretches.append(a.reshape(-1, n_sym))\n", " multipliers.append(ll.reshape(-1, n_sym))\n", " u_prev, u_curr = u_curr, u_next.copy()\n", " frames.append((B @ u_curr + q).reshape(n, dim))\n", " runs[method] = {\"frames\": frames, \"iters\": np.array(iters), \"residual\": np.array(residuals),\n", " \"a\": stretches, \"ll\": multipliers}\n", "\n", "times = DT * np.arange(1, N_STEPS + 1)\n", "gap = np.array([np.linalg.norm(xf - xm, axis=1).max() for xf, xm in zip(runs[\"FEM\"][\"frames\"], runs[\"MFEM\"][\"frames\"])])\n", "for method, r in runs.items():\n", " tip_y = [x[tip, 1] for x in r[\"frames\"]]\n", " print(f\"{method:4s}: tip height {min(tip_y):+.3f} (lowest) -> {tip_y[-1]:+.3f} (last); \"\n", " f\"iterations per step: mean {r['iters'].mean():.1f}, max {r['iters'].max()}\")\n", "print(f\"MFEM reached the {MAX_ITER}-iteration cap on {np.sum(runs['MFEM']['iters'] >= MAX_ITER)} of {N_STEPS} steps\")\n", "print(f\"largest FEM-MFEM vertex distance over the run: {gap.max():.1e}\")" ] }, { "cell_type": "markdown", "id": "3e400773", "metadata": {}, "source": [ "Validation plots of the run. The tip heights coincide (top left) and the methods stay within $2\\cdot10^{-4}$\n", "of each other (top right). On many steps MFEM's SQP creeps up to the cap (bottom left): it converges only\n", "linearly there, because the Gauss-Newton $H_u$ ignores the $\\lambda$-weighted curvature of $S$, which matters\n", "when the stresses $\\lambda$ are large. The constraint stays satisfied to $2\\cdot10^{-6}$ or better (bottom right)." ] }, { "cell_type": "code", "execution_count": 11, "id": "76a46aeb", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:45:58.249853Z", "iopub.status.busy": "2026-09-24T03:45:58.249788Z", "iopub.status.idle": "2026-09-24T03:45:58.663400Z", "shell.execute_reply": "2026-09-24T03:45:58.663068Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(2, 2, figsize=(12, 7))\n", "utils.line_plot(times, {\"FEM\": [x[tip, 1] for x in runs[\"FEM\"][\"frames\"]],\n", " \"MFEM\": [x[tip, 1] for x in runs[\"MFEM\"][\"frames\"]]},\n", " xlabel=\"time (s)\", ylabel=\"tip height\", title=\"tip height\",\n", " colors={\"FEM\": \"0.6\", \"MFEM\": \"C0\"}, ax=axes[0, 0])\n", "axes[0, 0].lines[1].set_linestyle(\"--\")\n", "axes[0, 0].legend(fontsize=9)\n", "utils.residual_plot({\"max vertex distance\": gap}, times, ax=axes[0, 1], colors={\"max vertex distance\": \"C3\"},\n", " xlabel=\"time (s)\", ylabel=r\"$\\max_i \\|x_i^{FEM} - x_i^{MFEM}\\|$\", title=\"FEM vs MFEM\")\n", "utils.line_plot(times, {\"FEM\": runs[\"FEM\"][\"iters\"], \"MFEM\": runs[\"MFEM\"][\"iters\"]},\n", " xlabel=\"time (s)\", ylabel=\"iterations\", title=\"solver iterations per step\",\n", " colors={\"FEM\": \"0.45\", \"MFEM\": \"C0\"}, ax=axes[1, 0])\n", "axes[1, 0].axhline(MAX_ITER, color=\"0.6\", ls=\":\", lw=1)\n", "utils.residual_plot({\"MFEM\": runs[\"MFEM\"][\"residual\"]}, times, ax=axes[1, 1], colors={\"MFEM\": \"C0\"},\n", " xlabel=\"time (s)\", ylabel=r\"$\\max |S(F(u)) - a|$\", title=\"MFEM constraint violation\")\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"drop_validation.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"024_drop_validation.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "c3f59ed0", "metadata": {}, "source": [ "## Snapshots\n", "\n", "FEM (thick gray) and MFEM (thin blue) at the start, while falling, at the lowest point, at the top of the\n", "rebound and at the end. The blue edges sit exactly on the gray ones." ] }, { "cell_type": "code", "execution_count": 12, "id": "6bc7d023", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:45:58.664460Z", "iopub.status.busy": "2026-09-24T03:45:58.664403Z", "iopub.status.idle": "2026-09-24T03:45:58.908301Z", "shell.execute_reply": "2026-09-24T03:45:58.907905Z" } }, "outputs": [ { "data": { "image/png": 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LSwsdfPDBoX/84x/7eOWO43QkOnMcXLt2bRDTUlNTQ4mJiaHjjjsuNHv27Pcd43HQcZyOHAd5vQ/72hXi4+6PcZ4f9twPipn//Oc/Q5MnTw7Fx8eHcnJyQtdff32osbFxr+d40003hWbMmBHMN4m1zA1vvvnmj/Rcx3E6B+0VB4lVHzWOeRx0HKerzgerq6tDl19+eahfv36huLi40IQJE0J//etf9+v+ILS0tIRuueWWYAxeZ9y4cR/4Orvj+4OOV9A4juM4juM4juM4juM4juM4juMcYMxA3nEcx3Ecx3Ecx3Ecx3Ecx3EcxzlguEDjOI7jOI7jOI7jOI7jOI7jOI5zgHGBxnEcx3Ecx3Ecx3Ecx3Ecx3Ec5wDjAo3jOI7jOI7jOI7jOI7jOI7jOM4BxgUax3Ecx3Ecx3Ecx3Ecx3Ecx3GcA4wLNI7jOI7jOI7jOI7jOI7jOI7jOAeYGHVgWltbtXnzZqWkpCgqKqq9T8dxHGevhEIhVVdXKzs7Wz167LsG7nHQcZzOhsdBx3G6Ox4HHcfp7ngcdBynuxP6GPuDHVqgQZwZOHBge5+G4zjOx6agoEA5OTn7fOc8DjqO01nxOOg4TnfH46DjON0dj4OO43R3Cj7C/mCHFmionIlcSGpq6n4fn8z0rVu3Kisra79kund0/Hq7Lv7edhyqqqoCYTkSv/YVj4P7l+70u9KdrhX8ejsOHgc7Nt3pd6U7XSv49XYcPA52XPz3pGvj72/HweNgx8V/T7o2/v52zjjYoQWaiK0Z4kxbCTR1dXXB2N1l0ebX2zXx97bjsb9sGT0O7l+60+9Kd7pW8OvteHgc7Jh0p9+V7nSt4Nfb8fA42PHw35Oujb+/HQ+Pgx0P/z3p2vj72znjYNdfqTiO4ziO4ziO4ziO4ziO4ziO43QwOnQFjeM4juM4juM4juM4juM4juM4B6YKp7GxsdOca1NTk+rr69utYj4uLm6fX9sFGqfNyC+r1fbGlv95PDkuWoP6JPmddxyny+Nx0HGc7ozHQMdxujseBx3H6e54HOxcIMysX78+ED46A6FQKDjXmpqa/Wap+HFBnBk6dGgg1HxSXKBx2iwAn3rPex/686e/fYiLNI7jdGk8DjqO053xGOg4TnfH46DjON0dj4OdC8SOLVu2KDo6Omhu3xl6OIZCoaCCJjY2tl0EGsShzZs3B/dt0KBBn/gcXKBx2oQPqpzZlYKiEmUmZQW/QPzit5fK6TiO015xcG8/dxzH6cx4DHQcp7vjcdBxnO6Ox8HORXNzs2pra5Wdna2kpM7hfBQKhYJ95fYSaCAzMzMQabh/nMcnwQUap12Ys3CpytaF1GO3353k5GTFxMSopaVFdXV1wfepqamBaltdXR182LOysoJjoLy8XCkpKcEXv4gol9u2bVNGRkbwfVVVVaCk8suamJgYPMYXAYdgExGHeB5flKNFfqE5B14n8n3kOM4l8hiBACKq8q7H7ArH7frYJz0m8hrtReR6d2X38/yg8/4oj32cYziPyBfv0/4ce3dcPHQcx3Ecx3Ecx3Ecx3G6Muyvwb5YdXVH4sL3i/vnAo3Tqbh7mTQ6XcpIsO/XVkkkk4/ptX3HMRuqpUE9qxQfXaW4HlJrSKpq4rFqxfSQYqKk8kYpK6FEsT2k6CgFj9c0Sb3iNwbiD4+1hOzf+GgJaYP/IzNwLN9zHP8G/+8hsUXvBT3Oh4GwN23aNKWlpflNchzHcRzHcRznE7Fo0UKlhYapX79+ncJGxnEcx+keeKLygb9fXkHjtAlF2+r3+PNeCVHaXBvSp3OkIanSw6ulghqpqVU6c7gd85M50vIK6bvjpbhoaXm59PImE1QO7WvHPr1BamyVTs81waWlWfrLKml4mjQtQ0L7nV0sFWyXThhg4yD0/LdQSouTpmZItL0qq5MWlEnTMqWeMSbgzNlqQs30zJ3n/XaRNCpNyky071dXSmUN0iFZO0WdWcVS3yRpSIp9X9Fg1zEjS4GQBPNLTTAa12vn2O8WSWN7S+lxO8fe1igdlLXzGM6pf7KUk7xz7BXhsWN2GTspWhq969jF0vheUmp47LxKqbJJOijzw8cub5BWfsDYidEIaR//vPslSQN7fvg9WVBq78+u92RmsQl5veJ3Cnml9dKMzJ33m7GzEqXB4ftd3SQtLrNrYzxYWGqfm4l93j/2yDSpT8JOQbCoVjp4l/dybon9fGh47OYQ96dWWVkFLtA4+xwHN1ds15j+4Q+X4zhON4uB/NxjoOM43TkOPrG8WvU184OkxZycHE2aNMk3xRzH6VZxsKCsxueDzl4ZMmSI4uPjA2ckmD59evB38+6779aAAQMCdx1EktNPP13XXXedbrzxRv30pz/VU089pdNOOy14Dsfk5uaqoqJClZWV6mi4QOO0CXVNe+6tQPXLZROkO5dI547gF0U6eZA0p0R6ZLX01ZFSUoz0xVzpt0ulKyZIyXG2eV+43TbgPzdYSomVjhsg/WejdNVEqWec9GK+iTcIJycPlrbWStnJ0uwS6XsTpPR4ExoQaKi2+cpwKW+bVNEord0mfWuc1D9JWl8tZcRLZfXSxWPtvBEViuqkY7OlUb2kf6yV0uptc/97E03IWFVp1UCIOEf1l5aVm9iBcHFl+Bz5P6+/qyC1tFzKr5ZOGC0NSpEeXSNtrTPh6rLxVt2zqkKqaZQGZEmH9JWWltn5rd4mXTXJ7hljp8RZ5dAZw2zsJeV2jt8YYyIJYxfX2r387ridY1c3SjlZ0sHhscvDY3P/I+edutvYu5/3Y4xdJ+XXSJfvct61zVK/ROnw/iYqIbTsek/WVdn517dIXx1hY3PvENeOy5Zy06Sn1kkJ0dKGGnsvI/e7ocWqsY7OtuvcUmvnfXn4/eZc4ntI25ukc0ftHHtzrXTMABNqnt1o1VXrqu2cImM3t5r49Kkc+7y8vcXs0BxnX+PgkuWrdHhuuhISwiqh4zhON4qBtY3NB+xcHMdxOmIcHJMuvbvFEgUvaygMNo2mTp3qiWCO43SbOLh0xSodM7KPW2o5e+Wxxx7T5MmTd3yPCPPVr35Vv/71r4PWFrv3oMH55oEHHtgh0LzyyitBOwz+1nZEvI7WaRMSY8OlC3uAjXM2wv+SZwIGHmMXjpGaQtJDq+wYNs4RcO5YYuIBVRDfG2+b6GzWU+kyobeJHL9cLFU2WPUDwsDGaumJtXYMVSHnjZR+vVgqqbOxLxlnG+5U3CAQIfZ8e5x07zITHHjs7BFS73jpd0vZlLdqj+9PlB5ba1UZHEMVzoy+0u0LrZqHc7x6slXSvFhgx1DhceYIO0dED87x2+OlumbpgZV2PlTUICg8sMqEAc6bSqFxvaXbF5tQgNjxwynS65ulVwrteVSmfDlX+sXCndd/6Xi7X5H7iKiBIPanlSZcwKH9rBLml7uMfc0U6bVdxu4bHptjKiLnPc6Ejgc/4LwRXoDKGN6XXyzaOfYPJlslD/eEwJMZvidcG2INXDhaammV7l9u31MBg/D2cJ4JRjCZ+50Zvt/NO+831S6ILEDFzTkj7P1GiAJEH0QX3t/I2LyXj+aF30tJ43tLh/eVblso1YfH/sEkaXG59K8N4Q9u+7UAcrpYHFxWtD2YJKxfv/6AnZPjOE5HiYFVFaUH7Fwcx3E6YhzExntqpq1Jf7VIenrVdr36xltasmSJGhsbD9h5Oo7jtFccXF1Sq/fee89jnrPfOeKII7R27VoVFRUF3yPWXHDBBeqoeAWN0yb0S9tzRvjWupBuWWAb9VTTrKky2yvsstjwx8qKieoLBSYuHJQhPb5Wyk6yaogvDbXqFSypqOYYlR4WYJbYRBdB4DvjpT+ssAqUiJUalTB3LbWNd0AQeiTPrNL6xJsgQWXGbxBkQnbcl4dJz220sYFqD8QGRIuEHjYulTLYit3GNYV74SAs3LVMWrPNxB/EpgtGSb9ZsvP1zx9tFSf3hEWD3gkmGtyxWOoZK41IlU7IkZJjTDQI7hdixyQ7R14zIcaElvNG2TlGVFeu7e9rpN+Hx+6zy9hU2OSmSifmmKUbY0d9wNjx4bE57zvD543gFDnvu5fudt5L7FqppDmesWOlny8wYWfXe0J1UmyU3ZOLR0u/W2LVK0CFC+Lbb8P3OzV8v1m0MHYGlUnZUnKsdNuinfebKp/fL5cKa0xEoeLmW2Pt3iKscQ4Ibs9sMOFm1/fyV4ul1Fi7Vip8GBvBi7H5LF0x0e7jE+tMEEOdd5x9jYNJMSH9fmlIF7cuC8p1s7Oz/aY6jtNtYuC2onzV1g4Lers5juN0xzj4n/yQTh9qa1kS1lizsMadWLlRBQUF6t+/f2B75v1pHMfpqnGwqSWk19dWqbb2VR122GFKTU09YOfmfDTeeustNTSQVd82sBdy5JFH7vW4r3zlKzsszm644Ybg30ceeUSvv/76Douza6+9Njguwte+9jX9+c9/1je/+U3NmTNHN910U3BMR8QFGqddfCaTY6LU2hrS9ydJcTHSHxAyqqQRabYBTtXI31ebnRQ9YLCwwh5rfY301PqdvUWozvjRLBNWgE1/7K1unGvCDlQ1SI+vk94y0TTYzMc67MY5Jm5AaZ1t7CMmBMdEScX10v/NlZJi7TGqU7Y3S7ciOITLzzbWSFvXSa9tsmM4T/qv3Dx/p+CwZbuJA9hpAZv+TMB/Nm9n/xVsynjurq+PiMF50ncHqFqhv8ot83cKJRuqbOwtkbG5lnrppnk7+8bwfeNuY2Mnhrj16oeMDZGxfx4em+spYez5O+9/5Lwj9yQyNtf8xmY7hkqUbbuNvY4qnqid58TYW+tN4EIUAiqN6ncZm2P4jGDLhpAHXFflbve7aLsU2mVs7gOWawg8ieGxEQPrdnsvqSzi/aQSB7Cf231srPCo0O2oJZFO54qDOclRej4/FIiIl4Tma8ZBUcFC3HEcpzvEwPe2Rmny4sU6+OCDveeC4zjdMg6GQlH6+5pQ0D/10nHS7YukqydJK7dJf13Vqmnlm7Rp0yYdd9xxLmY7jtMl4+DQ1CiV1oX01JpmNTe/qc985jOKifGt6o4E4kx9/Z7fx/awOFu0aNEeLc7g61//uk444QT17NlTZ5xxRodOePBPvdMuPpNUVlC9cVt4EkrVIz1Nni2QTh1sFlmIBwg2bMh/e6z1OsEia0uddEGuNYVnEx77sroW6aIxNjaiCq9+1nA7hiykgmpKK82eCxAwaPh+2hDrJUM/Eo5DMKGCJrqHdOt8q86h3ww9WeDa98yCC2EJcYd+Oau2mTUW/W4A4QerMybZ2Hhhn8XYVLBEzhGxgmO+NEQa28se++F79i9jIyr8dbW0slKalmlVNHBDeGx60lC1srhU+vtas1C7YPT7x/7yEGn0h4z9dyzDKsye7cSB7x/7u+PtXLknnMOu5809aWi1a+Wa4Zrw2FcitpH1tcYswSb2lk4K35OfzrHn8T4ipiGGYJFGbxd6/gAVK/Sp+cxAszGL3G8qmai84X5TWUP/ICpdvjBk5/uNUBPpHYSwdO8Kq7a5ZKxVwCDOYPnGfeR+AsIe7yW9exBu/rXe+hSRwXba0PePTeXVgGQTsRCHPNvX2R9xMK/KeidR5fe3NcSbeZo2eYIGDw7/4jiO43ThGEjiS96mUg0oLNTAgeHJiOM4TnfqQdNLmlVk/VVZl9Ib9e5lZmk9MFm6eYE9HnrlVU2dOiVohOw4jtOV4iAJyVeOl773rjS4p9Tjv/8NRJqOvJHe3aDCpbOOP2DAgGB/5ac//aneffdddWRcoHHaxWcSTZONcioqyBRiY51Ncuy1+J4+NPClXOv98btl0lH9zHrqe8PMgivSSP5rI83+jCz0b42x6o5vjrFjsLSi0uTIbKsyuXOxiRuIFN8bZ5Zcpwy2yo+hqdKQnvb6CBkIr9hf3bHIBKBjsqW0eOmkgWYJhmjAhZwySJpVYiIMIhNCwjkjzUrt4jHW2wQRhooeetl8B9EgPDbCQd1AaVqW9U1BDEJ0uir8+qcOkd4usgqXU4faPTp7uNmkYd/VGh4bWzjsxgJBIsrsxrA7O2mQ3WfGPma3sb8wmOxVs5L7Yq6NzT3FWgxBAhArENOwIPvOuPePjZiCkEYvoeMHWPVLZOzPDrRml9igsdCgKubrI+09os8MDE81AQu7MXoGMTa9bDiG68VqjPvNWIg39CtibEQWet1gTcf58n6fP0q6Z7n09RE2zpAUW9RwnozZI9yX5/4VNjYWaVincX8Y+4rw2Nx/7PUQpvhcMTbny3vJ+XO+kJKS4pHD2ec4yO92rzjpc4OlBSXW26o5tCTI/hg2bJhnlDuO06Vj4LBU6fl8Ek4Wq3fv3kpOTj5g5+Y4jtMR4iCuEcnR0iubpJsWWPLcsDTpb3nSuF5Sbk/pxUJbx9Y0LdCoIcWaMGFCkCXsOI7TFeIgvY5xKmFf6aHVUq+EVi1cuFBTpkzx9XAH4aPYj3Vkfvazn2n+/PkaPny4NmyINJfueLgk6bSLz2RxXUj3LreqGMQDsoaoulhRaWIBogzCARZmp1Dlkib9c4MJO70SbLOeiSvHwOnDrJLmt+GeKByDkEClCBNaPuhUXCBm0G8kFOk/Mkn6z0arJuGYYwaYkIHYQOUGFSGINfNKrA8NTMyQzgo3t8cmK9LvhgqNh1bZMVRbXDZB+sNKaRMWZ7JeNsNSTBTi9ZNipB9Oskn3m1vseVTqcL2IBliHUcnzvYlSUZ0JEkB/FyqBqBLBzgsQhhAlECQi1xaMXbBz7EP62j2IjI0gwTligYYgAQN7St+dYEIG563weY9I33nfEKDI6qLCKWLtNj1L+nKujY2lWUQQwRKOShnon2zVSQ+ssioX4FqptPnFIhPSELF+OFl6p1j6b4EdMylDOnOE9fxBFAKqZah+occQUJVDD5qH8+yPO7DpjTh1+8LwexltohhVMmwIBe9lH+mcEXZtCDeAOMV13r/cvkeUQXhi7GUV9l7ib+k4+xoH02NDgY0hPaxqW0zwfGKtNHvxSi1evNg/Z47jdOkYuKAsFFTjvrgxFHhHO47jdLc4+O6WUGCpTFJefA9be7I+5mv2VnNDGJ1m68Z/b5ReWrpZb775psrKyg7YNTiO47RlHIyOCunBVeYKQ1uDf2+QFq3drBUrwps9jrMH6EGDmHfQQQcF/15xxRX/c8z06dN18cUXq6PjFTROu4F11KFZZhtVXCvNLDLBA1sxbH+wwbp+tinpwM9mbZUKwoIHVS+ljdJP5tik9YN6i8SG+5bQg4TSSUSJynqpptkqYxASesaYbRUb+FRvRFRLesbct9xeJy1OenWziQKIMIydmSAtKrPXXF5hwgWVHVzP39fYGENTpJcKpJQ4qyYBxti83b7nfHJTTZBCRKASCPomSgtKTfRZu03KiLfXYuwn19kxI1KlFwpMjIk8xhiMzfec48g0+wPHPcUeDLKTrM8K551fYxZmC8ukqsad44xKNUGK/jtsGAPnuqlGenKtCUeITc/l29iR8x6QZAIIghLWdNiMscBg4YH1GSeFxzLPQ4yh6ghYjKyrttei2obSVt4v+sBE7hvnPatYyk+y/jlUDdHvpqJx5zFk4z6bbz+LPBYcV23XT5VQTpL02mYbO/L6VNtgn0clV1nDzrHpsRO5Nu4lx5PZ5osiZ39ApR3VeFSRnTvCREBE0yfWIaIWaMuWLfr0pz/tmUOO43RJttTY39YHVkpH9A8pPz9fgwYNau/TchzHOWBsqLb16GHhJD0S666ZrGCzkuRF3B3OHWk9QL893uyvH11Rp201M5XRKzXIat7db99xHKczceEY6a4lljiMewnW3+xzxUevU0JCgnJzc9v7FJ0OwIYPqHy58cYbgy8SqHfvQcPjH8SQIUNUWVmpjohX0Djt0gisb1JUIHpgg3VEf6v+wG4KweDMYVbFwYY84gwT1mumWJUIVTJAVct10+wYNvc/NcCOue2QnY3gOeZH06QZmSZWHNHXbMlumC71jDZBgtf62iiz+2ppsZ4onAfWWekxNmme1Ec6sp/1eKFvTXmDNCXDLNc4n801JiiNpnfJEFM9EWoQMKjYISue10KQ4jqp0EnqYb1UEGLok/PFodb/hetnTF6zf6K0vsrEAoQDerPwC0tPm6wEG4sKEcZGyGGsQ/tKCT1MyMAerF+SWbghRiBSkJWA1zH3jSqW6Ch73qdzpOhdxqZKh/NGEKpqsnEOyZKSoqV5pVb1lJ1s940qJ86T8yYTFnGlsMb6+fAY5809WVRulUWIKLwXVNdw3oN6Sof1k1Ji7BiEr8g9aWXsavueaheuGXGGsXnsM4NMhKMCi+ofxJ9jqEZolrY12jGMnRoWinifhqTuHHvNNnt9zjs3PDb3hLHozcNnC6GM6+e1PzfQxED3Q3X2RxxcUxUV/I7Qg+bRcJ8qxFPiEiLzhspmvfHGG2rlw+o4jtPFYiALKKwdmaOxGKdy0OOd4zjdKQ7m9IwKkuZIHpvSx9Ysr2+RLhkn9YmX/p1vG5XnjpL+sFw6op90cJZ0w1xpXXGV3nnnHbWwiHUcx+mkcfDdoiidPNCSY9kfopoQl5WnN0jzFy/Xpk1h2xbH6eIcEIHm7rvvDlQq1M+DDz5Ys2fPPhAv63RgWIx/fZRthmOBhWFUbppZh2FlheiA8InIQtXMy4VWHcImOX1CyDpvbA73iZliP387bOUV6eWy6zGn50rvbJVe32yVLlRZYqWGlReCBkIQNl38UWCDlE38nvHSN8daOTk/R2xBYEBA4JywOkM4wV6NXi5U4tBLJjNJOrK/Ta4Rcujjgki0qdZstLAx65VoE23OZ0y6iQhs1CJaYdF1aD8TSU7LNUEECy96smTxbz97PSzLxveRpmVIW+pMPELs6pMofX203Q+EB/rvcN70uqC/SiCIpVqWFpUzjMlj/EtvlpnhsbEWY6FQUifVt9gxvROl80ZLbxVZyf0R2SbU8FyqiDhvRBHsxaj4oc8Lj3FP6B3z5mYTlSZlShN6W/VLeb29HudNxgT3DbGEx7BFQyzhPPmePkGfHWRiC2IRj2Uk2mMsbKb2kSZn2HtFlRT2URyDTdl5oywrbeguYzMeQhnvD37PiDLLyq2659Dw2CcPtufxXs7oaz158Mp3nH3lpUKLJ4i7/O5vrZVeKbSqNETIO5dIK4pqNG/ePF98O47T5Ti6v/XfYm6HheiW7dL69evb+7Qcx3EOGKy9SJZbUi7933xLZJuz1aymSdJjjkglDVX8rLmeCbsusJbGInphQaXee+89NTQ0+LvmOE6nhPhX1mhJxLQIYN8IV5TPD5aeXC/NmbfA7c6cbkGbCzSPPfaYrrzySt1www1BU55JkyYFli1bt25t65d2OrDP5LbGkBaVWmUKk8xVlTstubD6uWOxVWbE9LCqFzb76QOD2MLmOlUZty3a2Sfm6slmUfVyuG8Jx1AJwzH0W2Gz8+qJNsF9NtJLps/O3iZUidBLhsqdkvqd/V7YNKDfCdZnZLlHbIkQO363S78X+t08ts6qLYA/Kof3NZGI6hXGpt8NFSJYjgGNHylZp28MFm/wjTFmH0Z/HmDTNtJvhyoRoGoEkYd+L83hPjVXh/vkRK7tg8amdJT78PtlNFEx8YTzfjTPKmci5817Qg8eKn4ouWdsBJGnw3smvEcXjJJ+u2RnnxrED8a7K9wDKDnG3pOn+IMa/lWncuj4HBu7Idyn5soJVtkTsRoL7vcY6e5lUn61PUY1E16kdy6286ZCil4yZJRhiweIR7zfP19k1TN8Tr433mzWHl3z/t49vJdURsFZw00Y+w3nHe6Bw9j0qIkIfohnnxtk9zvSp8Zx9kccbGoJBT2yvj7SfpcQCBEW71tGRqWJzfRimplXrLlz57pI4zhOl4qBVU2hwAKWuEfCC70Gly9fofr6PWdaOo7jdJk1cUMoWO+yjsEqmjUKa0fsfuAboy1R7rMDzX6Z9Ql9QI8bYNU2M1n/rq4IKmmqq8MLHMdxnM60Jm4NBS0H2HNhH4m9Iazysfo/Ltv2BtesWatt28LNhh2ni9LmAs0dd9yhiy66SOeff77Gjh2re++9V0lJSXrggQfa+qWdDgz2Vv8ttJJtbLQQAxA8fr5A+ke4Dwp9Y342z7KD+Dmeu+8V2zFMTINeLrUmCuBf3jvOepvwPDblqUTB0gpx592t9lpj020iS2UF1RxkrFMl8q+NZlU2v8TKxtk0xe6KjM7KBunkQbaxX9skrdtmfUioqmHs0lqzPfvaCBMxsNYiC5TeMvTYQaSoaTLh56xh1luHqhS+qMY4I1f63VITkqjgQXxiwk3VSE2jCVUXj7FxuFcV9dKEXlZJ88R667nD+BeMtGtmXM6Zzd2vDd85No8x+e8db1U5PKcpPDbZWFQtMTaZWkdnm+USY9M/BrEHwaQ4fK3JsXa9iD31zXbeLBTIAKO6iPNEKLlojPR8gb0254UA86ls67XBz+n38pVh9n7QO6e0zoQbRBmqm3h9XpNqFqzI3iliIWP3+PxR1qcGWwCOIePixBzpz6vtfeJ+f2moVehgHcfrw9dGSn9cYa/P83i/qap5oyhsF9ckXRiubuJa8UJls/yzg6Xfci9bpaqqqnb9/XG6BojExKvnCqSDMm3hffFoEy2xHCReUGWGgPpOXolmzZoVeKs6juN0lYzJwzJtLsbch7/JWN+uXLmyvU/NcRzngMAalDUtSWwkDOLoQHJebLStj5pl4szbRTvtvXFSYP36leG2fkLA+eeqWr399tsqKSnxd85xnE4Fey/ssbBnxT4bbirswVBFg0U/SbfYnb311lu+Fna6NOFuHW1DY2NjYM1y7bXX7niM3g3HH3+8Zs6c+T/HU5q7a3luZBMUP+q28KSOjNld/K4P5PVurgyXbXwI/ROj1NASCjb1sbyiYoQKGipSvjXWjrlxrokTfI9F1RubTWQZkWoWWkxGf7nQJqZnDjevyqmZ1lSRTU96qNA7hAX/8jIpI94qJNiQxxKNzX28Lbkb/ROkDTUmLqDW04eloNrs17AgA5o0LqlQ4JfeO8HOlXN+eqM0aptVbfAHBCEJ0QgLLUiMtsodJt2UqsdFmzDy84XWrwXoPYH9GCIQVTNAdRBi1dBSEy3oj8MxCFYIIRAXZVU5iBSMC4z9f/NM0AAEGTZ8f7Pk/WNTLjo/PDaC0Lp6q/jhngHWb8sqpT+utPPmYnk/6I2B0LLreXO9CEIBIftjyn1g7LRYE0d+tdgWFUAPIIQqhDV6ugCLE45B2OJe8p4jOPHZ4H4D4720KbyB3cOuh7HJqkBEgdQY+/lDq6Sk2PD1tppQtfvY3G9szIBLfHWzfQ5iwveEhRGVM5HeR7wHZVi+1dd/6O/Rvv5+eRzsPnGwoiFKk/uEgp5R43pb1iR2fUxM+d38Uq5VCGKTyO9T89pybdv2sg477DClpIR/CfeA/43r2nTk99fjYMfmQH129hYDG1qitLo6FFT3UiVMFjk9/MZtLNTAgQPVq1evLv170hb49XYcPA52XDrSXDA1Nkqbt4eCJMRvjjFnhx9NtoQ5nBlIViThrK7FssmvmCR972077top5o7Aeog12d9Xt6i+aZZy+vfVtGnT2uV6OwJ+vR0Hj4Mdl44UB8saotQnPhT0I7x2qiUBf2GIJd4+uc72zLCcp99wxrx5Ouigg3Y0gv+oeFz4ePcqFArt+OpshNrpnCP3a3f94uP8jrWpQFNaWhpYsvTt2/d9j/P9B2XH3XrrrfrpT3/6P49jh1ZXF05/bwO6W6bJgbje4tLKPf486B0zycQGfn/4orpjToltmmNFhZiCnRib/9iMAeIK4gsKOqIM9mJUoPw5T7psvDQwxnqgICiw2YmF1epKy0qi3wMNFxEgqIxBLKASA+svrLIQDGhIj80XwZ/qHKzC1lRJl483Ief2hdYfgj4nnAsCDhv5yyutXw72W7fON2GAvi+nDZVmb7XKHKpyvjrWhBuqgIaGMwMuGWsWaDfPk2jxSP8a+p08vNqEArLqr5pkvXMYm9egdwp/tJi4Uw6KkHDOKLMI+bCxW8NjI4j9fY0JItyjq3Y5bypjECPoz4OtGX1dqGr56nBpQE+zJ+PeYMd06Tgb+5bw2AhiWMs9vtayH7iXV0yw94ix0+Kt2SXZXtzrFzburKChJ84vF1m2BALJ93YZG2GILDFszP4Zrkbinlwx0WzVuF7EIcphqY7hmp5eJ1U0SV/Otd4yv15sohJi0vcm2CbQLfPtc0gvHOzXsJ6jYobnXz7BKqQYmwVP5LNIhQ0LqMTERBUXF3/gZ3tf7QU8DnafOFhYK/14slkRIppGenLxu87nDsHyG6PMPvH6qWZhuKK8RS0tb2nixImKjQ0rkHvB/8Z1bTri++txsHPQ1p+dvcVA5ljMY8gOf7HQeuqRtEGVdK9FizR69OiPvQDvTL8nbYlfb/vjcbDj0xHmglgp/3u99TylDyF9NO9faeud746X/rrabLyxPSFJ8LQh0tjethb61SJbDz/OPHGKJZLdNE/60dRixcYu/p89GI8LXZuO+P56HOz4dIQ4SJJsfIxE+iGuOiRdsyfzhcHm9MI+ENPBd7bgkFOq6Oj5ysnJ6TK/J23JJ7leHDsQFfg3OjqcBd5JaGpHt5HIfUMH2XWf5uPEwTYVaD4uVNrQr2bXChoy6LKyspSamrrfX4+bxwc2MzMzqOzp6hzI6+1XwfjhJh4fQhy9RKaERY9WC7pkjLMJT7UDIHJE+oZgB0SW0DfHSn9aYQIG5KaZPy89UeiFwitTdcNGJ1UUbHwixkTGoRE9nDvK/C15DMsw7MYoKWczn419+PwQmyzfvki6bIJVbdAT545FUl34d39Mb2lUL6u0QDTgOtjgv2+59bIZnmoCAmINr0W/CUCo+M9G25xFNAh6yUywjKhIrxM2L/iisoVzC3qrTJTuXWZjM4kna4rzZWyuf/exL999bGrlZZlZk/u8/7y5xj+E7y0iEdVEiFyIZNiOAQsDqo/YPOZ5kf46CCyR86bBJZZNvB7CGWNz/3lPqJrhjyxiENZpdy6Vzhhmz6N6AAs6hLsrJ9nYCF80S8ejHsigwPKM10ckAj4TLGDuX259PBJipavG2Hv5xaF2zKcGmEDE5433kGocxqayKHLefN7owcN9+3a4kgubNu41lTxnD7fHqF7YfdETAfFmX/A42H3iIBVp+dulTw80u8Txva26j99pYgKWeo+ssYo5fucQSYlpQbXY4sU67rjjlJDw4Z6+/jeua9OR31+Pgx2bA/XZ2VsMpKoVC0fmI2+Ek01IAJnQR9pYVqvcxkYNGjSoy/6etAV+vR0Hj4Mdl440F8QFgc1IksjOHiH9J98qZRCr6Z+ZmWQW3ZwmSXB/WW1rQSqttzfaY6xhcS/om2RJcvTtvEKFysjIUHZ2tseFLk5HjvseBzsuHSkOYoffM8b2bWhZsLTMEoCvm2rizcoK6bzR1saAtXJqbHGwF/NxRJqO/HvSFuzL9eIWU1NTE4gMHzUhtCPQ1NTUrudLcQr3mr+9u+7RfJw42KYCDSeG4rZ7pjnf9+vX73+Oj4+PD752h4tsy1+ith6/o3Egrrd/r7CX1YewuTYUZPhQyUBuJP1CEB1oFgv0NGGCSXkjFj80TcTijOoXqkqokqEyhcX8vBITbug/wiY6ogI9YE4eLP1rg1VrUCFBRvrl4U3PSD4mwgDHkLmJrRAVGTSJR2yg/wl8KscmyTyGjRrnE9nYpwKHqhE2VpOiLZOJa4qIBggd/BGh6oRJM4IGz8OGDDhHKj8QgEIR0YqM+sX2+pN6SxMzpMRYEyTIsAcqiv6ySnox3zZrP2xsJuyMrV3GRuxgbKzixvexa+O8EXF2FSS4L9nJ1scHcYjJPt6ggAjCeSMcIXTEhEWa3yy1jC+qcBCtLhhl58QxcP5oE8WeWGt2cOkJdk68Pu83YHvHeVOtEx0e+8oJ0t3Lpcp664/D/aR3DsJRJLmW6pl/rpP+lme2bpH3krGxw4Ojsk0Yum3RzrGp8rl3hX3mEH4Q/L41xgSvyOfkq+H+Qny+JvVRUNH3Yb9D+/q75XGw+8TBpOhQ0Gvp3BH2+aNyjWotsihT4+13m2o4+mXRR4nqN2ICjbSJF8mzZumQQw7Z6x99/xvXtemI76/Hwc5BW3929hYDZ28NBX+TsaYlmaWwxqpmSchBlO7Xc0WwXtiTEN2Zf0/aEr/e9sfjYMenI8wF3ysOBT24DutrFTI/nCLNLpb+kmdJOecMl36+yCqpEWqun2NrYBLmfjZfunqydPdS28QkoYe1LmsYqmqiohbqkOjoHUllHhe6Nh3x/fU42PHpCHHw1CGhYI+IxB2cdQ7tJ/23wPaM2BeiNzTuLKx/iZW46STFLQmSZj+uHW5H/D1pSz7J9XI8FeyRr47CkCFDVFtbq02bNu0QYl577bUgafWyyy7TySefrFNOOUWjRoWz1iX93//9X/AYz2Wfbdd9k4cfflgTJkzY47iXX3657rzzzo90fpH7tfs9/zj3v00Fmri4uMD/9JVXXtGpp566Q8nj+0svvbQtX9ppZ4q21e/x533io9QcCunSsWYlRSkjdldH97eATOP562dZg3eU9PpWyzZfuU2q6Gl2WWRc0liWYE4lCdZj/ROlNfQfWW0CAtUzzS22kU91RCCC9DC7setmm5gDvB52XqvoJcMvRpQ1i7921s6+LY3N0tYmKx1nY58/Hqj9NJynpwkgRCAa/XRuuG+LzDbrnWL7o6Lw2KWN0vWz7Q8OIGog9mC7xRiMjUUZvpuZBXYM57X72AhbWLHROA1iP2Ds7eGxb55vokQwdp3ZnLEBEjlvernQ9ychct719seQr8h5lzRKP56zU0jjvlU27rwnwNgsCt4IJ0nwmpznjXPMugm4b4xLP5uo8DGc4//NtfcWEJq2Nuw2dr1VWFHqH5xTD7snP5mzs5cNY2/ZZWyuLXJv+axBc3hsfJ0R94DeMlhIzS15/9g3zDELOMDijA2kSH8sx9mXOJgQG6WE6JCeLZBGpZmgiy0hAg2/54ieVJhhQ8jvL597HitaZXHlxTXb1dr6rg499FAlJe154us4jtPRYmBxXZR6xYWCv+1BQ9g6m1M8n29VvLO2tCj6zTd14oknHrBzdhzHOZBxsKklSi8VhHTRWEteI7GPdQxiDH1WcRUYnWYJaCTNMV/Emps1CtbVT60zkYZEOiyBsNLma2CyVdf0iJqvgw/a2Y/GcRyno8XB6sYoxUaFggRdkoxpR3B4P+n1zdYveHwvs6M/ZbBVC+JM86/1IfXQu0GyYp8+fQ7YtTjty6BBg/Svf/1LX/rSl4Lv//SnP2n69Ok7fo44s3Dhwg987mOPPabJkyd/onEPFG1ucYZl2de//vXg4mbMmBGoT9u3b9f555/f1i/ttCN1TeGShQ+BjfovDzErKSoY2En/xhizqUJowQIrI8kyxtm8pIKC3jNMOBeVS2cOk0b3suoYGmizaf6dcVJ5o/QQvr3NKPHSmF6WRYTIwvO/N35nbxPO8PgB0vQs6bVNZjFU22z2V1Sb0DeFTXoqJqgYoeqEniTNIek7Y6ReCSbOIAjwhyNiL4bIQKEJdm0j0qxnySubTISgyoUxGRuovqG6BxCkECWwNkKkoEIG8QVhif4ngKDA60fGxrsdK7P/GTvqf8dGlPhOuLcKk/yN1VaRFDlvxube8wePe0oPGib9iBxsEDP2z8N9WyjFp1cP/Hi2ndMlY6xKCcEMX2T+TzUO3BQemz+4VBvxvj2aRyctq87hfmM9hoCGpdvnBtvzEF6aQtJFo6xKCHFmVaW9n9jYcS6Mzf0m+4zeQCxO/hy2tuO95LP260U2DqLeKUNsbIQXzvsb4d493EeuGdEu0ruHzwmFVFwrn0UEmllb1SaWi073i4N8Rk/PtQwhftex9nkh3/owrKi0ijQ2Ld/bKv1kmnTtbFu00yz2hULrg/X82jq1tLwdTE79c+k4TmeKgWw2VtRbjzgSRkgsYQ6wsMwqC380h/lGY7BuSE5OPmDn7TiOc6DiYO9EqabRMsWZF+Zts8SwayZLtyyQvjnGEg+L6qT0WOlH06RfLLAq61nFUmOrPR8nBJLSsKqmvyf/Yqv9j7UhRUXN08jhwz7UntlxHKc94+DcMnNJYc375haLaziYsKdEIjL9uBChmSuSXMt+Td8E9v1oyj5TJ510UreqiunOnH/++XrggQcCIWXbtm167733dNZZZ+1zAvWHjbuvfbQ6nEDzla98JfC++8lPfqKioqJAsXrhhRd8gtDFSYzdczMpNtaxkjp/pIk0KTFW/YF1GFZebOYrvDFO5cbti005T4qVvk8PmMXSqeHeIggKz220TPOzhlmDMTbv71hijcWoGDkuW1peYXZfiA1MYhnnl2H7KybElFQihtwWPoZzZIP/d8usb8sJA8w2iw1VbMIuCfc/OWWoNHer2bHxWFy09VvBpozycy4FMQUxhH4vvG7Ubv1PECR6xkln5Np5R/qfnDRIWlJu/WywTOMP0uW7jA2cN31ZPmhsJuwnD7GxEbV27a2CJdzqKhOwsPRi7CvG2et/frB9j/cxogbC1K735J7lZDqYJRP2JPwBpQfQxeGx+QNL1heP0ScGceeqCTv71CBuca/pgcP9jvTX4dwo539sjfXRoSrm66PsHLFHU7islQxb3oPLx9vYiFp8bgJ7tbDl2yFZ7++vc3HYtxRxCo9nFj/nM/Zy6evh/jrTM81qLdK7h7/z1+zSu4fz3R99Zpzuwd7iIOIu4iAVgmxGIohiUUH8YGLaO84yiBA0iWF481JVd+EoqbHFfocQnp9b16jGxjc1ZcoUDRgw4IBdn+M4zr7EwGl9pH/nWxIMiRUcTZwjMeTJ9TZ/e3uLlDRzpo4//ni/2Y7jdLk4yDqRpEKS7uh9SizEZaCuxdbBZItfM0W6d4m0fJtU22QJePSsYb2GeMMalGQ1Hqc3DY4ArEdJ/KO35uNrQzo9tCZwN8nNDTdadRzH6UBr4jHpUl6VNChZWlJhlo/D0syFBuEaBxf2Yl4qMCeYcb2tjyH2+IsWLQrWwU7b8fnfva2S6oY2Gz8zJV7//u4Rez3u8MMP1z333KPNmzcHFS+nn3560FYlwqpVq95XJTNv3rwdP0eb2HUfb+bMmTu+39u4B4oDIjNiZ7Zx40Y1NDRo1qxZOvjggw/EyzrtSL+0PfuFb64JBZv+j641YWZDjfTEOunJdVbG/XyBWfgwWWUDk34pVLlgM0ZFBKXcz2wwGzI4abA0sbf0h5W2sEeQwAoIqyBKwMkoopfMEf1s0x5BhokrPUqwDaJygmOokqA6hWoOKk7YoGejnk1Q8/I10YINVCbDVFTwS8SGf3aSKfuAkPPDyfb6VHzAUf2tGTiCBAJUpP/JxhoTJGBH/5PlNjYgfuApvPvY/9ooLS+3x6g4+uwg8yjedWwakCNKwJBUqwxB7EDggLOGWwk84pbC9+2aSWYvsqTMHqMSh6qTX0TuSZR02QSzG6PiCQb2lL47QUE/DazRgPs4Mt2EExYfCCL4KmMlNzdsUTYtS/pyrgk3bDgz9nfGWyXTAyvtGN5/BBiEG95L4Hx4vyn7Z2w+Ez8Mv5fvFtkxVNOcNcLElUh/G3r3cA1klUHQu2eC9HCe9S0CxDI+B5GKnkjvHvyeI5Zwzc3hBkWOsw9xsEfI4uDx2dIja6zCjd8BKmrOHm6Wjl8eZnHu7mX2+5QRLz21QZrSxyaniIrY8v1huTR//gK333Mcp9PEwIXloSAZ5K0tJsyQMMOinAScOVstMee5Aml7XX1QReM4jtPV4mBDc0gH97W5XkOzreeYCzI/JPGMyhk2LyubbYOSdRVJf6wfR/aSrp5k670ZmdJnBlliIw4B9EZF6CZxrbzOkvuWL1+uxsbwItBxHKeDxMG4HqFAbCa5mpiHxSPiy7Jy2/NhzXtMf2lxubVDWFlpP6fnMY42azdu+p++587+BXGmqKq+zb4+jvhzzjnn6KGHHgoqXi644IL3/SxicRb52lVkweJs15/tnnS9p3G7TAWN43wQ9DmhOgLBgMnn3UvMcgtrLQSWw/tKLxWawDEgybLJmay+uElaFhY8mIAiYuzaJ6auSVpV9/7+Iwg9VFtEjqGCo6rp/T1Z1tZYE26EGkDkQICIHANF26XW8IQ5eP0e0rqwnVak3wt9dLBCQ8wIetn0kOaVmBjE+IBAwHEIAJwfvLdNamm1yiBIjLbN2a31Zo8GiBOcOxNsnsb9owyUnjr0jwkISVvqpDsW7RybTQ7svSICD715qCZCkHgrLGbg+87CACswBuf9mVls58/rAcMxNguDSE8YevaQnRU5hsXA0gqpYLs9HyoabOxfYQUZZe8b5819/dWinWNj8cQ5cq8U/p5qWMQbfs45UU2EhdmccJ8Yqnh4L3/J/Y4ysQxLuR67jM3rcT400Iz0wMEmCkEocgz3mz/4ZKNhdRd8Tpqtdw3HMHZUyJq1Y9FWXh7+oDjOPjAl00q3/5Vvn921lVKveMsUQrBBQESsxN4CgYZGsfRleGeLWe0RFxFpiR1kHD2XL+mNN3XUUUcqLS3N3xvHcTo0/J1nwf3qJuslmB5niRZUBfN3l14LxDYSJAauWqWpU6e29yk7juPsV1gj3bvMXBRIGGPud2rYnYH1Cmtb1jC4SNCTgUxyNit7x0tPr7e+Nb3ibC45NNXWu8TVlzZJBTVSXqWtO1kvkfiYMX9+kCzbkRo/O47TvWEvDSGaikH20rDgJ34h1nw77PBCxTX7R8dmSysqbA19y8EK+taQuNwzYYGOPvpodzppwwqXjjL+ueeeG6wJRo4cqREjwlY4+4G2Gvfj4AKN0y6NwPokRik3NaTfLzcLrJ7x0mnDrH/JpeOlzEQTS6i6IEuIqoZ/bTDRhD4NZAux2U7jdzbjD+1rtlr51VZpwYbl98PHsOnPJufUDLPRgOvpm9IqfXeiVaRQMfJOkTQ0xay1Ij1Z2MS/eIw0oKcJDbwef0Cw4qK65p4lUmGt9bKZlBEee5ZlQFF5g9hAI8f/bLCxyYqCX8wzcQnbrqyEnefEJi22W8yZ/7baBKCDcqSJYWutW+aaaMDrMzZVLv9cZxU29GCB3yyyKpavjbTHgYbjVA2dN9LGfnKN2Zux2UuPHbhtvlXWYNOGGELlz2N5Uma82bgBAg6vT1UP9kpwQ/hecp8Ym/Mh24ESVLK54NZ5tgBhbASitdtM2MJ/nn4awPuEAPWFIdKgnuGx50itrfY8bOn+tV6aX2KZFIf333lPEGouGW/vZUG1LXTY6MGDGe5aIlU3W+UN7wPcOMfeXyp2uO8vFEjvFZn/PZVWQM+dbQ1mmcfYLG645wkJe84CcZyPEgczE6JUUhfSsQOsket9K21DEpEG4Rh7ixcLpOunSQk9pH+st140CDFUg921VPprnvnwEgMRuZnYxs6c6T1pHMfp8DEwOipKOUmhICucZBrmCWw2kvVNEsqrW6yKlr/7BxVuDhZMPXuGJwiO4zhdIA4mREepsjGkv62xNRZrMaxsqY5mfcn6lmSxI9MsgREngmsnm5MDa0z6ll471ZIDH1wlfW6QbWSyDiWBjbkiNtXEVQSa7IJS9e6dF8RTx3GcjhAHW0JRGpUWCmy/cTBhXUyv1SfWm0jDnHBSb0vi4TGs/6+bY3te7NFkJkhvFDYrZf58HXrood6Ppg34KPZjB4rs7GzdeuutGj16dKcY9+PgnZScdoGcHRrGD0uVfrvUAjEWYQRbJpLFtbbZf9l4U8fJEIr0iWEDn0ko/VUQZxBiqKjAFgj/3awk6ZTBO48BbMOoGsEWDRBZzhlhFStl9XY+2IQh5DwUttbCdiOw7Voprdtm1SmIEmzw06MksPuKNoX/xUKr3KCyJD3BPITvDB+D5eah2VYBw+vzByYxzoQo+kkgOiEk9U+2+/EnKnJipIRYsyCjUdriMvvjk54ofXGIdO9yu3bGmtZX2tZkNiD0dkmIs/MmuwpRicf6JVsvmQdWW3l8Urz0pWFmB0bFSHq8ROXp6cOs3w3QW2ZipvXHeGq9vT7nid0YnqBkdfFY32QTejin4Npipc+T+VUizdxqtmkpCdLZIxUIcg2tdv3jwsLQ39faMVzvpRPMSo6yfR7LTJJm9LXPBPeW/kLY2S0ql17fZK+HuEefGhYqVGNxzKjedq5UIUTGplrrn+vt88RjGUnSkf1tbKqQOP7Tg6TlldJr2K3E2dgXjJbuW2EVNXxuEOa8OsHZH7xdJJ05XHohX/rJdBMMEWYQFhEDsR8k6xFhcmCKxSSq48iMRMy+bqpV0WBlgQ95Sb2Um4IA2xx4qlZUVPgb5ThOhyU+2hba/cLJJMxZaGqN2EwyB6LNhN4mVlOVu3p12FfVcRyni8BaijUu641vjDZbZqx+SGDDCpxKGeIhldOsa4b0tDXWZRPt+axhSWjk64JRlqjD2hZb8JxkW2Mzp6SHJxs/JP4sXbFaW7dube9LdxzHCUCcJuaRrEuCMY4sOK6wrv3TSumIvpakzT4c+2IkV5PkfNcy6bMDpRWVNmdcUlChlSvDm3lOl+b8888PxLiPAz1o6E8T+Xrttdf2y7j7ExdonHbxmSzaHgo2GCM2ZOurzAKMssWgcfuynT1gEBuwwSAY84GlmuSMYWa1xTFs3F85wQQY+tQEx2TYJmek/0hMtPS9ida4ftd+LxeNtkb2bAoE1SujbYOfCgygwuOqiVZyzsY9otGOHiWLbELNBgM9Stg8QCSK9D85M9z/hOoOxqYKhHP50279T5iE80cFEHboLfGL8NhsyEbGpsJD4Ws7KywuIcxwD6nw4Hj6UETGJluK847YtiFsUNGCtRoVRlh/0cuHST7NJAH7LoQrLMu4J/CNMXaNvCfAQuH7E+0+kokFx+dIR2Wb/VvwniCcTbTyUxqfw8g06cLw/S6ttccQVijL5zE2pinL53oRhLBmU7jhJU0yKV/FTo3PC+831UV8hiLvJfcACwCs6Hbv3cPYQV+icO+eiP3arr172Bzn/f3eeCupfWyX3j1UK3D9PA4hBnScfYyDdS2hYNKJiEsMpL8MVntUoBELZ2RJR4dtKk7MkQ7KtM86Vo8IvgjKfRPM4hCBmGq4NVUmxj65pkXvvDtTRUVhH0PHcZwOFgPje4SCvjPMtagERIhZUGbzDIRn/mWeQVVy4XZpY+Fm77PlOE6XioPJMSF9bYQl7bEGJUkPgYXvWYtRFcPGJcl0WDJvqrUqGpwlsAbHkYG1JWu8WSW23mSTk36mHDs4RfpbnjXg5vuTBtlaaP78+aqri3hkO47jtF8cbA2F9Ng629cjibtXrK116WlMTMSWn/3Ac0eYGD231KzP2JJ5s8hiJmvlVzdLy1evU15enr+dXZANGzYEwsru3HjjjbrzzjsDi7sFCxZ86HNXrVr1vh40xx577Eca90DiFmdOu0BPFAJpeqpl92yosgkoFTJkhGPfRYUGNlSRviEcTyUNpY0f1CeGAE11BBv4kf4u0eH+IzSFJ5jzGD1heA2a0PM99hls2GOrgfKOmMIfBMZ+cp0dg+3Vk2ttI/XfG+yxtFhpZYWUFoNlm4kbr282EYb+OYCnOtU12cnSK4WWEU+1D39g8FyHQ7OkP680Cy+ej0iAxdvCMqvsIIOeRuD0osGTkz4owGYs58J5U2XDBByfdkSo4JgoswF7OJxwyjE8RqUOf9QQdLa32NicC9YikbGnZZiw0jvBHqMPEMIHmQtvbDbhDB/kR9fYfecxwDeeDC8qWaiUQUyj0oWsCK4NeD0yZskYQ1Drk2ALBgQ6Xov3/pC+0hPr7Bw5BsigwIYOCyjee94TGgtXNO485qAsE20QY3gMwYf7iv8yfTuS48wK6pn1NkbknEakSm9skYan2sRgbHhsPnORa6PMls8o/3oPGmd/gJASG2V2gnxu+ewRD4lxw9Okf6yTLh9vv59U3105Ubp1oXT+SOtJg50jv2cj0qTnC6RP59ii/eRBJtzSv+n72qSBAwcqIyPsweg4jtNBqGm2+cWyCksEOSjDxGaSK6ikJUGDuUufeItzzAFyVq3SQQcd1N6n7jiOs1+gt+a8UquSIWEO21viIHbeuANgC/2dcbZ2G9tbGpQi/XW1rTdvmCb9fGG412m1VFBrSYxsauKkcOvBlvBGz1AEG+Jsj3DSHHZAoddf1/HHH6/Y2HAzVcdxnHaARB32glgHY8d4XLb02Hrby2PfjZhFLMOd5aSBVl2I2wt7PSTxkOQTWQOzPv5m9CoNGDBASUlJ/n46nQqvoHHaxWdyYM+oIFOSOoQv5pp9z6cGmHBCdQTWPZQthqLMAuiaKWZHhWCAoML3/3eQBXMqH6i6wX8X2zA2PHmcxtp83zdeKq2TDs60Pi0Xj7WG74gwiAVs2LPpzzEIIkNSpBMG2v+pLqGXSUaidGQ/s7nijwcTYTZQsbziGDJAgd4lVJBgHcbEGQsu+qkU1lj1Bc9n8z863POErCc2WA/Jsp/hs46YwfkzNn+IEKp4jHNl7JcLTbSJCCKIPQhFnD8iBn/I/r3Rrq+qwbLuGZvJPsekxtoXi4HCahMhEHuoqvlvoQlTZK4iVjAGlUO8HpUkbCD/J9+OoVwesaI2bD1Clhf2afTPoGpnU42dN43QEXFeKrDvsaEbzf2ut41phCHKVeN7WNk94yBEUYpfHx6bY1LC/qIrK00o4jEqlULh8+ZeIuhgh4LQRvUO58j9Z+yXN9m1siGEAMT7g2jDOdF4k88bjTfpYcNjkb4/lNAyHp9NhCteo5XGOI6zj3FwRmaUNtSYtSO/m3y2Ts21308+43xRPcNnmt9FLAIReYkJ9E5as81iABV1PAdhhwkqv6M8t7hOeiRPmjnzPbc7cxynw8XA5tYoTc+yTUP+htPLj7/7QVVzOBGGTUuqBZlXYH+bv7lYlZXhsmPHcZxOHgdjoqKCxDbWRaxx2IikMob1D+sVEm5uWWD2tjg1TM+wvoSsg1jTsEmJk0Ek+XFRqa2LmA9Spc0Y9NNk3KYWWw+xxplVLM0pavnQbGPHcZwDFQeHpEQF+2Yk0CJKzy61JGTWvrQAIKEX236SoBFi2G/Cpn5cb2lYmvWiYa+LMdgDItH29ddfd9cTp9PhAo3TJtQxA9wLWElhS4ZQgVBDE8SpfXZalyGCcAwqOBuRQDYlAsQfwzZhLOoj9lMIAowzupcJCSjrBG/6nbCZSTk3++oIK/RNYfL7anjzE4Ho0wMti5PXRbRBlKHRIhPkw7KkQ/tLI1PNgoPLO3Gg9aQ5Y7hZclC9gY0YFSpUArGJSonm1EwTG8gG5XEa1WNBxtj8AfnMILM2G5Rs4gUCE312EEh4HPszqlVOHWqVOKN62WbtaUOtQgbhhtfieMQuxub5qysti+DLwyxDFbs07gvHcI8ocSejimvlMc6bCTuCz6lDpKMHmHCDfRKbwrweWa1n5Nr7xv3ieYzN4gABg3OksgVLstXbzK6Nc6EHDvcHG6fPD5KOzZHG97KFBKLLKeFjuJd4jpI18QWuN8neQwQmjqFKiYaZeVXSxN47n8f9XVtt18vYY9OtySZZt7x+dk/LKGODh7E5T947/tizKOIYrv3YbLOImtArfN7hPjVUZvFeYofGc/r0Cas3jrMPcfCNIvMSJ3uS30MElWDR3SxdPNo+a2RTfmW4/V5HqvyIWwjJSdFm/4OlIJVi5ww34ZFJKdV02BWurbLqm/fee883NR3H6VAxkPkcf5cRY0iKYeE9Pt0EGZIrXg5X1SLS8HcYW9Igvs2efcCuwXEcpy3j4LB0S+K7YbollNFTgU1G1p98YavNuubRdbb+o5r/6BwTYLCkZm2EA8GFY8w2mp/TL5SERsQdHALY9GTNRszFMpxYSzLaf0jo21qi+vo9b546juO0ZRwkAZp9H/bciH8kGrLXxPyPfS5iIfuClQ3mwkJyM3s9rJuXlFlPaNbIuLsg2jyzUSqva1VhYdjWxnE6CS7QOG1CIl5ge4AYjdDx3fFW/bG11j6Mx+VY34VfLTKxBaUcWx+ywLfW20TzayMtMEd6ojABpU/N/StNpIFzdjmG6g0qUq6YKP2FXjLhvtkIDiPTpTuW2MQVC7QfTpKey7fKCmAzgD8Oty2yqg6svajwQQx4Yq2dIxulbKb+bsn7Xx/vdHqrkBVPhQb9T/65S2+Vo3fprcJmxO69VThvRIRvjbEMAUrXd+2t8pvw2IhUP5ws/Ttfmln0v71VahrDvVXo5bPdfIgBGzW8O+9dIa0LC2CIGFTh3BEem43fH06xiXxgBxYlTcuy0nls5Cp5T6LsfaTXzoMr7T1CVLl8gvTAKmlV+H4jirCIoHcP1TrR4bHxDWV8nodoc2a4d1BZeOzde/ekxe/s3RN5L3ft3RPpXbR77x7+WJ89wgRAstR47xD3OBcs8Piez0zkc0IfEKDn0NQMO2+y06AHL+A4+xgHmYyyQGbxTD8pPn/3Lrffg6c2SJfSW0pWkUcDRCai2PyU1EuPr5NG9jILyDuXmO/ukxusrxQbnRxDhRnCLBVqT61tcZHGcZwOFQOZ4yAiM98haYVEFmIhCR/MBZl3sWGJrQ9VNcxJiIeVtY3Kz88/YNfhOI7TVnEwPdbWddg5sn6iIhoHACqr2Yw8ZbC0vtp6e+IaQbU/8TIhWjp9mPT2FksuY01Er07WtGSTkxTInJF1J7GTZCDWy1QrYvdNj1US4OaVhLyptuM47RoH2ZshMfGVLdI3Rts8cFiK7UfhKsPP2Q8ikRnBBitIetO8t9WcX0isPiRTml9qPY6Jo+zpLVmyxHttOZ0K32V02qURWN+kUDARxYqLBTriCEGUni8EYMQKNvz5ns17ql6ww6KBNt9TdcHPySQiU3xjtXTCAOnZfFvEc+yUDNuopLEsKjyVEmSUI/aw6KcyBPsvmibia45ghN3YpeNsw5TNUI5DVKCagk18KnDQ/y8Zayo9rxvp6xIRifjjAYgYCECcbygiAE2x0nIm3IC1B8eRAcVGLPv+2LJxbVSg8AvK2BGxg/OBSKUK94+x2aRFpEHs4PqB64+IHfxxQ+xAkGDyTsaqvQ8mgD2cZyIRUAVEo8l/0F9Gdg/Z9GUyz2IBsGn7+kjp10ttIQBkbpHxgHUa54QdHYsJGr5x74ESfISpv+bZ9VLRc/VEqyQqqrVjuGcXjDJxi3MFsiLYvKa/DWPTKBMBhs8HJf7AH2ps8qi44hjGZvFBJRHCFLBQuTAspkXGPneUZZwh5iASRcZ+av37x6Zy566wcNXY2Lgvvx5ON2FvcTA1NhRUxSFGkh1+9nATk+eXWQx7odAmp8QQqmuIWVS+UdVFtiT2j8Sncen2eUXs4fd4eIot4vlMY4lBPyv63Ty1pllvv/2OZxM5jtMhYmC/xFCw8OZvbWGtVQUiLjOXoDdhSvhnbE6ycCfbm7kZNj+LFy/2d9FxnE4fB0vqQzpugFVHs/5lbcYa76j+JtTg7sBmJetIRBnWgkH1dA9zX8BNAPtHEgevmWoJeCSajellc0sS3UhyZK379AZrQEySXGq8rXmYb67bWOhWuI7jtFscTI8LaVGZ2TEiurD/RL9V4h4iNfHuV0vM0YYYGOyvsY8z0kRn9gBxx2F7Z8t2603DHuNbm1uDZvAhNoccpxMQbr/uOAeW00Yla9yAtKCXx/bt21VdXa3o6GjFxcWpqakp+NoVNsW/OMSqI1qj7F9EAoSOxFirgmiJs418JrNsvvMcysL7JtgGKAGb2ExFDJUuZBq1hsUNKiQI9vRwAKoxyORkskw45wtLLTI7EZIYhwkwm6FkLjHR5Rg2SrEIQziIgE0HGw6Rx2hITxbTrscgQCH4RB5jwowIhdiB5RcgJCE27fo8/vCwWRF5jM1czm3XY/DtZGM38hibIWwCM+HnPCJjc727Pg/bN64v8hi9LrjvT683sQfo3YOwEjmGP57YgpERy2IA2Bim+mfXscnoRxCLPMZ11Ddbo3MWJ5Hn7To2j1MtxUZNWfixUR80dqpU2/S/Y7+QbzZQkeftOjbXw3nTDyTyGK+/4QPGxs6tuTmsZjnOPoDQQqXW6blmycjnizj07bFWsYWX7i0HW5Udi3E2K4k/iDpAxdr5o6U7F1tl3X3LrUKOeMPn998bpC8ONSGZnxPvHloZ0tdDC5Wamhp8OY7jtBeLyq3PHxmRWFRgq8rCnM1JrGP5GX9zyZb8xiiz/uFvNbGRTUlseRIS9rzodxzH6chgoUyvUuIgPWW+lSvdt8KEamIgiYj05rp7qSXlsMYiQS8znNATE16DImLzHCqnsXNmDsg6jjXf5wfbeubQftLxA62HQ8SZgSQ01rtZy5bp8MMPV1Rkkec4jnMA18Qry81dgv04km4XlloiMP1YvzPWnFJOHWzuO4g57PFgD4ndGXNHknJxgvnjSukLg62PMj2MV20qU78NGzR48GB/P50Ojws0Trswbdo0jemfssdjULpbWloCEYd/a2trg0kj9lI8xiZ5WVmZ0tPTg2P52rZtW7Bg79WrV/A9jWTr6uqUnJwcfPEYYhBfvXv3VkxMTDB2aWlpMC7P4zV4LcZKSUlRYmLijrEQjjgGMYn/81hsbKzS0tKCc66pqQlej+fFx8cH58kxPD8ydkNDQ/D6jLvrOTEeG6aMx/+rqqqC14mMzTlFroUNCcbmHHk+x0RELQQvhK6ePXsGP+Oc+BnnxNhcL2NzvbuOzX1LSkracb2MzWtwDOdB1QjnydiMBXzP43zP44zN87hOrhc4Z8bfdWxen2N57yL3kucxRmTTmLG5V5F7uevYnBOvy1hcL2PzFTlvjo2cd+Recu2RsbknkbF3P2/OiX+5H4zNOUfG5lq4b+PGjWuz3w2n+8BCmoq3CX3M1vCmedJR2bZwxmcXa0WyIhGDj+xn2ePYL7Jh+eWh1gT273kmMpN5flHYDvGkgdKUTOnhVWbxx+L8RRrLZtqmZ2ogsr6p4447LvhsO47jtAdU+iVGS4NTLO5h04OQTBIFm5AszKl8pQ9hKLxniN0ZFYRU3o7auFGjRo3yN89xnE7LwdOm6ODKQh3Rb6uWlFsmOG4MJOwQC4mBbEiStPfd8Nzw8nHSLQssU5w5IaJ2WYM0L2yjfXBf28DEQYJYSXwF5oFkm9NU+29rLEudHg9U6KwtqtTgwkINHDiwXe+H4zjdD8To0gZzhPnJ3J1JjMwJV1ZakjDi89/W2rqYCsGXCy3B+fuTpLeKrIcNPYWfz7d+xSQ2XzXMbMF7xy8L9sacrsuUKVP0yiuvBHu8B4Ivf/nLOvnkk3Xeeeft13FdoHHahGS6uu7Dz4FNcgSUCGyU705WVtb7vh8wYMCO/yMuFBcXq2/fvl2+Z0h3utbueL1O52RvcW59lTQ8VXpktWU+kiE5q9iq/bD0Y9FMxjjWjC8WSt+fLP3gPVtQBzZnRdaDqkeT9M8N0leH2x91LBrJPMKT9zvjzC6wYLtZXZB1/sqmcKble+/psMMO8wx0x3HaJQYiHmNVy2bk0J62mMaWgopB4h+Vttjv5CSbyIxGs7zc4hc+4+Py8jR8+PAgGcNxHKczxsF+fdI1aGR2kDyWvWqVxmzaomc3SnNKFFifkcCDiI2TwIOrzP46LsYSd54rkK6bKv1jnYkv9CNljtjQbK4SV820/qdYTt+xWHp8rVVeNxXbhig9aBBwsKCm4qZPwiJlZmb6vNBxnAMaB7HjRmBZWG5zvd8vM4cT+tH83zxzeqGCkHjFGpfEHb7HzntZmcU9EnuIb1QE4oJCZSE2uYf2lZ5YRwydpalTp/o724bkl9VqO9lXH/D+D+rTtkmhCxYs+B8Xps6ICzROm8Av4NPfPqTdfkEdx3E6chxsadiughUL9HJ+SyDKDOhpFTUssPEIJ0OcxTXCi00qpbom27TERpF+XGxuTs00UYfvKemmFxR9tug9dUhfE3auniL9eJbZBNEriybb2DK+ur5W0dGzdOihhwaVZI7jOG0dA2trt2vO3Hn600ppckYoyArfUid9YZBZmGL1yAIcS0cyx7FjpZ8c2eKjySTfJh2aZTaq9JfbtGmTBg0a5G+c4zidek1MdjcOE7m5FYqLfldTMkJB5QsVL/QO7ZtoG45Yeb+YLy0us3kjPUozw0k+Zwwzu9tXN1vfzuRw35qecRL7o73jrb/X9ibrb0qmOpWLWG0jjJM0lL18uW9iOo5zwOJgTWWZNq5aGvQofmOz2ZLRnoB+XMwR+Zd+xvRXJqFnZpH1bf7RVGnOVuu5dcVE6RcLrQKROHkevZKXmNvEwGQTcugnjGtOv379/N1tI3Hm1Hve+9Cf8/7v6x5wVFSUrrvuOj377LOB080NN9ygr371q8HPSNomgZskgyFDhujcc8/VSy+9pKKiIl144YW6/vrrg+OOOeYYTZ8+XbNmzdLmzZt1wgkn6N57793h4HPllVdq0aJFgZvOIYccorvuuivYJ1m5cqUuuOCCwHVnxIgRgUNQW+ACjdNmuAjjOE5358PjYIqGZh6lltdeCxbKKyrNI5zqlnNGSg+tknLTrLT7glHSb5dJv1kqjabp6zbpmQ020SSrnEnpT+ZIpfXS+D5Ser4JPbOLpaaQLeBZ2NOEm/5bWGYwwcXS4q311WppeTvwHcdK0HEcp21jYIqaSvro662lyttm/RPIlnyjyLIl2UCkVx5Zj2PTpXkl9iz66x2TbbYVkT6DLLhHrV8fWPJ43wTHcbrCmhiL6M985jNaunSpUuMK9IsFUk5P6ydz9gjp5/NMgLllhvSbJTafw+aHTc3pKZaAwybn9VOtChuryEi/GeaXty80qyCab8/IMCFn7TZ7jTml0uHl5YGts8dUx3EOSBzsn6LecS2qb1mhn82z/snEtJpGqyTE3ow5YXwP6z89It3iFj2G2cxmrds/2YRqrB37J1pS4oxMez7VNlRiP7le6p2Qr5EjR3qVYBvwQeLbx/n5RyUqKiqollm3bl0gtLCHgSCzO7SZmDlzZiDKDRs2TOeff/4Ot6W1a9fqtddeCypuxo4dGxxHwupVV12lI488Un/4wx+Cv4MXXXSRfvOb3+jqq6/WOeeco29961uB2LNkyZLgtc8++2ztb9wbyHEcx3HaAfpJkcXx+aFRgb0ENmT0pBmZZtk/t863bCGawF46Tiqus/4y+O4y6aRpIhlG1Y02HtmTCDZUziDWHJRl/z61VkqIZVJqjWeP6GtNZ7HOYAL77sZavfrqq4F1oOM4Tltz0EEHaVRGvMrrzYoRuwpiGb7ieI6zwQiLys3a555l1mfh+XBPrQ01tlkZ00PaXF4d9CN0HMfpKmDbOHHiRI0amKUfTrH4h3i9usLmekwSw2FS3xyrQOzG/vHnC6U+8RZDSc4BRJ1H19r/EWWYQzLXxD6Sr4ZWE3OwPKPvTWl1vcdUx3EOKLm5ucpIjtFZw623Kl+nD7derP2STHxBYGF9fHquJffcNF86cbDFMERpqmr4GdXVs0ukL+VavByRKk3obetl+nytWrXK391OzDe+8Y0dn5mjjjpKb7755gceFxFPMjIygmPXr1+/42df+cpXglYatNCYPHlyINjA008/rdtvvz14jJ42b731ltasWRP0s164cOGOfjMTJkzQEUcc0SbX5wKN4ziO47QTWFpQWnt0bmqwqMaK4s+rpCEpljG0tMysLdjExL0X6zLEHDYuLx9vi+mbF0hfGCz1S5Tml9iklWyhT+VIx/SXXttiVTiT+khje0n3r7RMdcSbUWnSQ6uldZUtQTYK2SKO4zhtvfmIPcBR/c1qB2GGyDM0RapstNg3NcP6Zn1xqGVSfnmoidj9k2xjEoFmWoZZNpJF5ziO05UgS3jGjBmaOGKQTh4sbdpuG5Q5KVJuqvWjgegeVhFDfMTyJzbaGmW/UGA/H5Bsc0ssguCgTOvv9Vy+dMk4mw/S04t/x/eS3iuWNm7c2G7X7ThO94x3rIcPHRCrQT2tH82qCquaQWum5yoJjMwRSS7k57VNVlndN0GBHSRCDuvirCQpv8b62vBcKq8PzrIer4tKpbUbClRRUdHel+zsJ6L44/UBJCQkvG/d0dzcvNefsQ/y5JNPBmIMX4h5991338d63X3FBRrHcRzHaUfwNcXj9JABccGGJX7gk3qbXziWZQgpj621TCCaINI4kc1MFuQs2tngHJYmTcmUxqRLr2+2cu+CGqmozoQdFvUnDLCmiV8ZZhueNI59ZI2JNvj+Llm/RatXr/bPguM4bQ59Y7CkoPcBC2tiGraLaXiPN0iH9zMRhsxvssGxp0A/5qtPgsU9GsJid7GpaKvKy8v9XXMcp8tBpm52apw+N9hEFPrEYFW7vdlsf26Zbz272MhsaTVLM+aLWPtEOGeE9bL5+QLrbchcEhGcKkQ2OonBQJVOCf29thQF/vuO4zgHCjbKDzvsMB07QMINa9U2W+surbA4RRIPW+JPrjOrW5IXl1dYn9bjsqWiWquQuXCUiTf0dD13lIk69DhkTJIXsRPHosqTEjsnDz74YPDvhg0bggoXLMn2F6eeeqpuu+22HYINQh4VNKmpqUFFzV/+8pfg8WXLluntt99WW+ACjeM4juN0AJHm6KOP1oy+tmgmywexhYkpWT8lddKR2bZReWg/25Qk+/HNLVKveGuEeFiW9bK5apJ5kv9xhS3Up2eZMEMlTSRLnRLwJWVW9v35IZZd+dxGaeHyPOXn57f37XAcp4tDM08sfE4bahYWKTFSXqVtQLLRSEY3/8ZFWW8FLB2xuNhca4vt9Hhras1G5VPrpNmzZ7f3JTmO4+x3yNINmhpnRWlib2lbk9n/jOtlostl483a59MDpcfX2gYmwgtV02V10gv51ouG+d+JOda3kHkjPbyIpYjibHRSucgx9P5aXh5SQUG4BMdxHOcAkZKSonFjRgfxrLTO7B1JWGTut6zCqqqpiPnuBKu+/uc6O4a5IAI1lTOIzEBsI9ExI1761wZbUyfH2No4r6gqEGmczkdLS0sglpx44on67W9/+4H9Zz4pv/71r3fYnrFG+dSnPhUIQYA4c//992v8+PG6/vrrA3u1tiDsTuo4juM4TnsSHx8fNLqLinpXrxaGNLCnZfmcMsQW0o+tMXsfJpyH95Ve3mTiClnmTGJZgLO5yQL74jHSHYvNm5zFOgLPygqpZ4xtdE7PtNfEMoMx8eg9daj01HomwouDc+nbt69/IBzHaTMGDhyoPosXBzFtSM+wHUUPi09zw41ha1usp8LqbVJitC3U2ZQ8aZD0xDppHg1gq6SvNDcHfbQQfhzHcbpaEg8bRmV1C/TLRdK2BquSZsORSprWkHTMAOn/5prFGUk8zPvqiaHN0g8mST+bb3NJqqaxC2KTEqugpLDY82Kh9aeZkBGlx9eENH71ag0dOjTw6XccxzlQ0C9k5cqVGplu31MhQ8VM4XapptkqDOhbSPzD1ow18MpK6dyR0q8WmZX3iQNtnYy1I88ntq2osB6sJ+RI9y6TshLzA7tdNuSdfSeZCfo+/PyjctVVV+lnP/vZ/zzOGqCpybw8I6JKhLlz5+74/+uvv/6+nz3xxBPvs56/6667PvB1R48erZkzZ6qt8VWM4ziO43QQevXqFWRKfiY3PrA2Y+GNZRk9acgcSo2z71mIU2VDOfex2TstgWj8+lKh9PBqJp7S3UultHjb5CRrEmuz2cXSH1ZIX86ViutM+OmbKOVX24SWbPRZs+eosLCwvW+H4zhdPDMckeZbY6WMJLPpIUYR04hlnxlsi3D6a/UIi89UGHLMiDQTcFiwA5uRxcXF7X1JjuM4bUJ2drZ6J0gZCbbpODjFhGrsaiMgdG/ZLt27XIGFJFXX43pLG2sU9HUgdtLbCyuzI/rZfJKMcv6PJVBrq/TfglBgj1ZaG9LmzWHvM8dxnANcYX3RGEtKZP7HmpWKQBwi0hOkv1tPd505TNpab5a32Hq3yCy9caFgHfwXnLujpFMG21oYCzR6F2J5Ro/XxYsX+/u6nxjUJ0lPf/sQPfKNg/7ni8f5ubN3XKBxHMdxnA5EcnJy0BiWhTd2ZGu2SV8faZuXwQS0VvpbnjQlwyaaZAORWXRkP+mQLOnlQmuaeHS21C9Z+vViKT3ObM6unmyWFqPTbEGOeEMGZW+Eny0m1PA9wg6T1oaGhva+HY7jdGGwCshOiQ6qYhJj7OutIhNjiFP8y6KaSr9tjdYAlmOosGHhHrGsIA7iE+04jtNVBe3BgwfrK8MV2OEiXtN3gexxhBj6yywus4qYa6aYaP3pHEvawQ6SyhlEmjeLLJ4e1teO6RlrQjexlv40CDXMN9fXSNu3hxVwx3GcA9yncFBOtoamWmU1fQdDUdLR/ayaOiq8kb21Tjqqn4ktr4UTGnGfyEkxYQdBh55biNSIPAXV0ttF0vjeVjVYvLVEdXV1/t7ur/etT5LG9E/5n6/9Jc6EQiGlp4dLq7ooLtA4juM4TgcjLS1NM2YcpPNH24Ia6zJEmMsmmMfuhhrpq8NNeJmzVUroIc0ttQobFtlkSR6SaVmWVNZQjUOm5FtbbDOT7MiGVikmSrpwtLS80rIu2eTEKoOJ7Kyi1qAkGK9Xx3GctmoKm5OTo8E9pepm65vwxhbrScNGItnixCaEGRbZ66oV9GGYtVWqa7Eqw4xEszmrqNzmja0dx+myYLFCs+zNNTbXK66Xqpus4pC5HJnl9OfC1oyeDfRxwO6MOd3UTOnkwWZ3S/UNogzzPTY1aabN3JA+Dl/MNeF7Y7VUWVnZ3pfsOE43ZdSoUZqRJTW2SPPL2JyX/rvJBOkvDbWKGZIPSTxkjXz5BFsHI1IvLLXjvzbC5pDLK2w+2RiSzshVYCOOEI1N7urVlNk4TsfABRrHcRzH6YDQAyZ3yGB9Z7z07EbLCppZpMCTlwxHFuCAaIPF2YsF5i8+pY9lly8ut8kpmUWj06Vl5TYRZQJLQ8U7F9vj7xZL35tgG51YZVw6wewvqNRZkF+hpUuXBhkrjuM4bQE2Z1QE1jVZg2rCTXaytLrSNgoRqKmimdzHKvxOG2r2jPiNVzdKA5MtmzJvm7Rp0yZ/kxzH6ZLExsaqR4+ooH8Mm5IPrpASoqVMNh5bbW43gczwfIudtOTqm2R9u+gkg1Uuz31yvfTMBhO9x6TZPJJNzeJaG4cNUI6rqKjwJB3HcdrNUaJvZoaOz7E1LOtgYhk9tBBasDB7Lt+EZqpqnl5vosuhfW1NDFg95iTb+vdPK6WsBOnf+Qoqc6iwob/h+o0Fqq6u9nf5A/D1/4G/X971zXEcx3E6KBMmTFBSUpLqW1bo8bVW+ULfBTKE7loqDUuzLKErJ0o/nWf/1rdYJtGz+VKveGlRuVmeYRtE5jmTVRblbIgyMWUxfuwAKT5cCg6ZiTb2O0XYCBUoJSUlaNroOI7TFhWD2JYNTzOrxeCxOBOJiXcT+khvb5FOmmDWFMQ+Wo2SAckmZHm9PWdJmTS9sDCIVdgBOY7jdDUyMjI0cFNJsLlIDKSXQkGN9J+N1vyaPjQ3zpWOG2DVMlUNtqn5qyVmm0t27heHmOXZLQukonqpodlshBBl8ipt45P5Y2ltayDS8JqO4zgHGnrRbC15NUggpJoGKzP6aG3eLqWGReVzR0m3zpdWVVqlIAmMxMbl5TbGsFSrvLl1hvRwntmiJYTnjscPs0TFnFWrNH36dH+Dd0kGYB5dUlKizMzMTjGnDoVCampqCpIK2uN8eX3uF6/N/fukuEDjOI7jOB0YNhtra2tV07RRv1ooDUqR+iSYh/jSCptoYlVBFuWfV0k/nhquhBkv/WKh9OZmqaJRmha2Dhrdyxbi9KDhefmV0u+WSKcNk/65zvrP0KR7drECr3OEoeSY5YFH77hx49r7djiO08VgMdOvXz8dXV6k+5dbfCI7HKEY+wri0aubLEuSDUSqBLH1+W+BVfvl11gmJM/bWlGtbdu2dXmPasdxuifDhg3ThMKSILnmzS3SZeOl3y83QRtxhnkeFrbzSm2OR6Y5tmfXTrEehWSOk7jTGq5UZINzYZltaBJ3sY9EyMlNtSSeGaWlLtA4jtMukKSY0jNZnx+8XU0UJ0RZBc17xVY53RyyGMZ+/OQME5iJZWcPk75fomDdTPxjjogVLgmOxMnH10mtsnhIzNu4qUhZWflB7xtnp/1wYWGhNmzY0CluSSgUUmtrq3r06NFughKvy33j/n1SXKBxHMdxnA4Mf+wRRjZu3KhP5VijxLG9bXI6rpcJMDyG1/iCEum+lTZpZRJ6/ijp7mXSt8aa9cW2Junh1dKYXjYhvWCUdMW7lo1+SF/ptU2WOUkWEv7lZLWPSJN+sUi6rsd6DRkyJCg5dxzH2Z8Q4zZvKQoW3sQumlcTe+g5QxPs+B6W7Z0SjmP0S1i1TYruYXY89KMhc3J+qTS6oMAFGsdxuiRUNNN/EAtI5nVsMlIlQw8v5nuI1sTEb461ePmrRWb/09pqPQu/PU66d7m0rVH6TI70zEarzqbihoxy+tF8dpDUN9EeLygoCHrfOI7jtAfTpk1TRdWbgTUj1YD0WP3vZumGadLvlkpPrLPjThokXTfHBBl6qwbxMk66cIz0s3lmh0afw5ho6+FVH7YKpwci9mfJ8ctdoNmFnj17asSIEUFVSmegtbVVpeGEAkSa9oDKmX0RZ8AFGsdxHMfp4DDROO6449Tj9df1SkFrMLOkB8M3xkivb7bJ5SFZ0oJS28gke3J+iTR7q9mZIeJcMt7Kvr820kQa7CvoO8O/G7fbwpzF/nHZ0iNrbBKMbcYLhVJTi2Vqps2bp8MPP3yfJx+O4zi7kpiYqNiYaB2S1RJkOdIUFiEmNdZEF6wbaWCNDeOKCqlXglRRL8XGWG+a/+RL/RLMlhExmw3FfbEYcBzH6YjExcUF2eIbayyTnKpnKgrJHj9vtG1EHpxl9mbYn2Fxu6hMWlJhVYZp8VY9U9kg5aZJI9OkVzdLo9OkhhTpsbVmH/TcRmltlfTl3IYdWcmO4zgHmtTUVGX2TlNywbZgbkgsIxER5wjWrRUNO6uox6fbnBEBeniqtGm7jYEdLok9dc229j0jV7p9kTSn2KqxmW/WNTYHvWgQwR2D9X5nWfO3trYG8/6EhIRO/feq85654ziO43SzMu+jjz5aJwyO0YpK683AApzMyPllUkm99Z6haoapFBlFvROk8b3N4owJKAxLkY7qb9ZBNNW+fILUK84yL0enW8bkZeNsg5TMpEvHWT+ImiZpQUGVlixZ4k0DHcdpE+ueIakWx1hIb2uQBiVb3xkaX1PVFx9jAnTPGLOxqG60jHEW62RMbq2VlldICxcu9HfIcZwuWVXNF30VsC3D8pbeM1VN0gv5VnlIdTVCNyLOEf2tvxdzQqpkbAwTd0jEiYmyJJxfLZZ+vch+TgxF+CapB1vJ+vpwoy/HcZx2svvG6QHhJS7a5nyzS6SWVumwvrYG3lhtfWeojvneRItzVNCQ1ANnDpcWl1ncwy6cBEYqCImjiD0kNa5bFy7HcZx2wgUax3Ecx+kkYC9GqfcXhtjklJLsi8ZIfeKlh1bbZLO8UYEVGhnnnx1oAg2bnFhbMKlduc0W9Cy6x6RbJjqZRUxwmcQi2lD1HRtlIhAVNgOSze4CW7Rl6wqDDHXHcZz9CbYEbC6S3Tg4xcQXmsEi1qSERWIW0RkJlv2dk2wbiJtqLT6xuKYfDZWExcXF/uY4jtNlrWeYxxVstw1LLMmIj+9tpeJFGpluzbSppMHGJyJ4zyuRblsgbdluVdh/WGH9Z5gb0rfw4L42jzxnpI1Njxo2M12gcRynPenfv39gwY319tdGSFlJZvWNGEOVIEIN7hBnjLDjWc+yzj11sPSf8JKVvoY946Syeuk3S6QeIUv2iYsxa10EnoLCQo93TrviAo3jOI7jdCIyMzM1OKe/LhknJcVaI1dKu08fagvuVwql/xaasHLPMmlCL6mwVvruBGukSCXNvzdKk3ubbRmVNEAjbrLTOQbP8rNGWbn4fcutZw1VO6cOlf61QVq0eKnWrl3b3rfCcZwuRFpaWrBIRjDG2qy2xTYaEZuJcQkxUm2TWfJsrbeMcY7HjufTOdKScunYAdabIWJ34DiO09VoaGhQKCT9Pc+SdHBzoW9X/yTpkTzpziVWiYjV7W+XSs8XWFylguabY+z/R/STrppkx1GFyMYnSTgIPyTnUEVzdLbZB9XV1bX3JTuO043Bsoo5In1msCOjzxZfiDCPrjWh5vgB9hhzRPrN8LN+SfYzXCFgYm+pcLt0eF9pfIZUibVZuBcNCY2LS0Nav359u16r071xgcZxHMdxOhlTp07VwF4JOnu49aBJirHMoIMzzQ7ovJE2KcUC4+E1ChbybGR+bpB5il85wUSX0b2kh1bZ4pzKmQtHWbPtKX3M3gLrs5jwwp9NUF4HizQyj1auXKnGxsb2vhWO43QRIj7X9NRCgAH6KrDIZnFNPGNhTUxCsKGKhgxxYtO7W21RwwKbfgz01KJZqOM4TleDps3M2RCvf79M+tEsqTlk1YU0wabHDEk61061bPPIHBGrs7+ukQ7rb5U3C0vtceJpab1V0qSEM8nZ6MwMVyt6BY3jOO3NhAkTNLGPtKzcYhyCM0mFiMxU17xZZBXYGYk2Z6RnIYk9Jw82ofmXi2ytiwPF2N42Bva5T2+w8Zk/Unm4YcMGNTeHVRvHOcC4QOM4juM4nQz8x4855hhNHZAc9GMg45HMx0hPPHrOYBVE80QmqJWNUmGN9NpmW4D/O1+a0McW5J8fJG2oMZuL3yy1BTkiTyPJ51Em2tCXhkkvE9eXNklFddLCklDQ5yGE+uM4jrMf6N27t0Zhz1Nhm4aIL2w0FtRIA5MsDpHtmJMklTWYNSPxbmiK+Y1jz4MYTVPsoqIif08cx+mS2eR9k6TLxktnjbB+MlTPfCnXKglJwEGUgQdXSheMtv8zD8QWkmQerMuorPnKMPvZ0+ulTw2Q0uOkZ/Ol6ZkWe72CxnGcjgAVNMmxUcG6F7DAZQX69VFWFYjNGfGK2EevVVwlOHR2sQnYXxgsnTHMRGjcIEj+mZ5hog0w56Q3zZqKFs2dO7ddr9XpvrhA4ziO4zidkJiYmKAfzYnhfjMsypdVSP0SbaE9PNUmr98aa5NWql4uHmMZlgXV1quBxrDTshRsiL5TLI3vJR2VbdU39y6zhTr2aN8eZ1mUT66Trp5si3YmtMvzt7rVmeM4+42srKwgi5HMxsRoq/gbgBhTbwttFt5sMJI5WVQr3YGPuKRPDzRxBnGZPjVb60ygcQHZcZyuRnx8vNLiLNYhwCDUsLlIr0GaZZ821I5jzsb8DvEGsD/76ghLxCFGEmPT4xXscm6ulaZkWEU1FTTYmyF2YydUWRn2jXQcx2nH5ER60eSmWE+ttWFhZU343xlZ0tytUlK0dGhfc4+4Zb40JNVEbOaT5Q2W0MMalnkmwg7jIeyQmDh/q/Tn1VJZWZnPH512wQUax3Ecx+mkpKamatLECUEGJBuYWJ7ROPGI/ubJG/HVjQ379LJIR1yh3PvxdfYYBMeFrOpmTLot9NkI5fHl5Tv71MT3sMdjoqTjc8zjd+mKVSovL2+/m+A4Tpdh8ODBwYbhQZlSz1izOkuMtWo+4tWQFFtkE7/ok3D9VCm6hzS3xGJbZMFOhmRpTaPHJsdxuhy1tbWBrQ/9ZaiO6ZVgNj9Uvlw6zo7hexplfzEs1jCfI6YOSLZqazYq6T24Dqu0ZtuopIchMZRY+8BK6TeLpVUV0rZt4cDqOI7TjgwYMCCwJaMi5vRhUnaS9FKh/SzSM4sknlsX2mOfHywd1c8su+eXmrVjSqzUN9Hsu7HMPXWIxUDEHKoPSUjc3hRyYdppF1ygcRzHcZxOzKBBg5TRM04XjrYMSESWaizOUi2TkgX8pweZn/gDqyxzaH212Vqw+fnbJbaxiWfvw3m20MdG6IJRZo02u0R6Pl/67CCputkmwniWU4FzQo70nw0hvfvuu76Adxxnn4mNjVVSUlJgxcjCuTVsZcGCmoX3xm3WX+ayCWZtgUjDz7BhxOIMWsONYBeXS8XFxf6uOI7TZYj0Rpi9VUqMsUSZ2xdaRQxB8Y7F0i3z7HsyxH+xSLp5ngkybE7+fIF0wxzrw0DPhv8WSmWNUlqszf2wlWTzkobbbH4SiyP9wRzHcdqTzMxMJcZG6aAsRBQpO9nmhJGNbeIalt/fGG32329usbiXFGtVNNjlMmf8Yq5ZoCFc/2GlzRvPG2V9uhiTpJ+CggJ/s50Djgs0juM4jtPJS76PPfZYTctOCDYwsTjbWCN9eZgtzrH9OWaA2VbUNNlj/HxsLyk5xmyCzhxu/z8m26zNgAzLT2VbZc5VE6VRaVJOsvResU1usU+jImfTdumptdLs2bO9HNxxnP1SGUiVHrEqnj4K2FBE2aJ7apZtGBLXOAYBmU1KRGlgcV1Rb1nim2qkwsJCj0uO43QZ6urqggbYxLrPDpQOyZKqmqQ+8dKNB0mXT5CQcLAn+8l06fuTTMzGEu1HU63CBvEbK9vvjrcEHeZ/p+WasM3cLzfVejGs2iYN7in17NmzvS/bcRwn6L9FYmJWorSu2tajrG+pmrl5gcU2BBZ6dDFXrG2SCrebZfcJA6R5JRYb+ULM+dsa6aSBNs5rm2wuGVnbbt68eYcg7jgHChdoHMdxHKcLZJ1PnTo1qHJhw5KJ6ttbzJIML/FG5pdR0rfHmsBCttGja2xSS8YkFhdMSFmk42lOpuXiUumNInvsodW2WCcLiT42THDJQrp/uYJmje9ulQorG7wfjeM4+0xKSkqQwU1mY1aCtJqqmfCiGcEG6x4aXLNAX1Rmz2EhTjUNvWnqWiyzEguMoppmlZSU+LviOE6XoKamJsj8npphm5HPbLS5XUK4P9fti8zWjA1H+N1S6y2IvRncvcyScqiqLq6V1lSZNS5zvb+vkQ7pa5nm2Ege3s8qE72CxnGcjtSrcFwvaXmFCS0IMtiSnT9K6p1ga1xiIUk8I9OlNzZbNc3EDOszw7zx1vkWAyf2kUb1sniJKIPYTW8uqgc3bmsOehk6zoHEBRrHcRzH6QL07t1bY0eN0KcG2OT01U3SGcNsUnrfSss4r2+1BrFYX2BfdvlEaxb7lzxpUE+risHPvKXFsorIvCTrko1P7DTIwiQricoaNk3JUr90vL0GNmjej8ZxnH2FbO3+ydYHgQxHRGR6Y1EBiDCDsLy4zBbikcqZ8b1NWCYWITIvKDMhmS+3OXMcp6uA4Lyl1pJknlonXT3JEnAQVX65UPrSUIuH8NBKaWCydFR/+/4fa62PFxXR8OAq6dyRUlOLtKTc4mdgaRZlTbTpNRjJWnccx+kIZGRkBFbbzAmplJ5ZbHErp2e4WjBemlVsc0WqDOlbmBEv/XO9JfgQzX481ay9V1XaGpfeq8wpWQcnx0rTM83mbPXq1e19uU43w//aOo7jOE4XYcSIEYFoMjrdJqVkDtH4lcU22eQrK+0rEFoSwzZBPazsm8qbzeFFPwdwTEIPm6ji1YtPOZNYGilSMcMEAvGGMdhEpR/NsxtDmj9/vhobw7umjuM4n7CCJhSyTULiTE2zxTEEmXG9pSUVJsREh63QjuhrmZF8YWXxzHoFjWSDCkKPR47jdBGw3aESGstHYiH/f6VQ2lBldrZDU+047GnrW8zuFrD6YfPxK8MtuxxBm6rEgT0thr5caGJNQ4u0oNQScSK4QOM4TkchUtGXGisV1krTsb7tIW3Zbj8/Nlt6bbNVWSfF2Hr22QKbLyLsNIXMypHqQNbAeZVSSpxZnTG3pNoQwXt5uVRZVavKysr2vWCnW+ECjeM4juN0EVhET58+XReOkVZus4wiNiwvGiOV1Un/LbAF+ohUW4AHYoykw/ubHRr9aLAzO2+0lYZTWYNPOQv/c8OVN7ctlL4wxCppXt5kmwBAxjt2RLMK6/Xaa6953wfHcT4RycnJQV8ZKv4GptiGIXZniMVsKh7a12IVx7AZSRZlzzgTbJ5eb7GORTjWF1gBgfuIO47T2QmFQmptbQ1EayqkseVZWm5iDdnfS8qke5ZJV75jcZNK6Z8vkH42T6potCSbXy2S7ltmIg39Z97ZoqB/4cg02+TkcYQd5oWI5NDU1NTel+44jrODzMxMfXqQdOoQs2o8op/0fIEJKwjXzAtZn/5sviUdHpolnTLEkharm8z6G8Hm4CzpuQKrthmSKrW2SsvKpZvnW1zEAtKrsJ0DiQs0juM4jtOF6Nevn8aPG6vPDJReKLDHmJDS/BWB5bLxUr9k6fC+Zm9B9QsT1ZMH28L8/JHS2N62uVmK+BKSCrabIMOkgQ0BPHuZ2JJtee+yna+NdcZf86QtVU3Ky8trr1vgOE4XyI4c38uyH4lRQLPqkjopI8G+R5ChQTYNs18ssH+3slDvbwtwMiMRdXhOeXl5+12Q4zjOfuo/U99kAg02ZtiSkYiDRe0VE6ULR9txuWn282umSGfkmoUZVYk/miKdM0LaUiflJFt8XVphfbsQs3+xSJoZbrmAsHPTfGnzdqm6utrfP8dxOgyjR48O3CKwL2O+h4vD6kqzMsOCGyszHr82bGW2rMIEauaTWHu/vNlEGfps0XumT7z0rw32PMRtLNCwSsN1orS0tL0v1+lGuEDjOI7jOF2MoUOHamR2r8DqZ1ujLbgpA8dj98VCa35II0Qy0UvqpVkl0gMrzUro0bW2sUni5LfHWTPFwhrLupyWZTZoqyps4sokArGG7KWXC6Q/rDAP8yfXSytW5XlZuOM4n4j09PQgxrDAZhMRCx6yIhtadwovCMj/3GCPbW8y4SYzyewrWGQj8xDr8Bj3BbbjOJ2dgoKCHRuSv1goHZctXTLONh6pLvz5QgV9CBGzqS5cWCo9nCedOtSqoamovneFCThsTM5gTrfdrIC+N1GanGG2Pz+eJv1gksXRUenWF8xxHKejkJqaqtTE2KDaD2J36Z317w1mU5YeXqcyZ6Sn4ZptJsqcmCO9tcXmh0Cl4CubbJ6JmEMMxAKtR9gevKy8Qg0NDe16vU73wQUax3Ecx+liREVFaeLEiTqyv21S0j/m+5Msg3JOifVooJqGjKPEHtY48dLxZgtEZhHfAxujLOw31khfHCodnCnlpkp/W2tZSjz++SE2qX23WPrRVFvos6B/Pt/60bg1huM4n8TmDLsdMhnZWKS6b0SaZT8+tsZszLBe/MJgewybCxbh9JzhOSzMyxrMoxxR2QUax3E6O/n5+XqpUJpXYr0GEaOrG8yK5+HVViE9JUPKrzGLn+fypR9Othg4IMkSbU4ZbMILVre/XSJ9KdfsIvOrpTlbpX6J9v2fVyvoaTgoRRo4cGB7X7rjOM771rkk8lBJjfgyd6slHg5Mlq6aJKXEmI33+moTZRCsiZ2DU8zKrKFZWrVNumWBzSGnZth6N2KBRr9D5qBDU2yMoqJwaaHjtDEu0DiO4zhOF93gTEtN0QWjrVk2m5dkBZ03Unpmg01AN1Sb1zjZQ2mxJs5wLI0RI30fEHcQebDEYGLLov/zg6yyhrLw3y2xqhkmxvXNJv4wuaAaZ3ZhrebNm+f9aBzH+VgkJiYGi2riEPY9VPRhY8ZCnDiVnWx9r8hw5GttdTjbsdWyxMf1sg1HjmfxXVVdo/r6cMMsx3GcTkZjY6OampqDJJjrp5lF2btbpGvnhCsLo6Q/rpQeXGm2P8zjrp4kJYTFl5lbpU/lWJUMgvfj662KJoip8dIDq6xqmoBJ5Q09a4anWW9B5pOO4zgdiZiYmGB+SK8ZkgSpoq5pNlvbpFibE9KXi8TC4wdIeVVWNXPfchO3iaE/mWZrWOaQzB0jVt4ziy3hEKtI+nxt3ry5vS/X6Sa4QOM4juM4XZThw4drYnZy0AiW0m4gG5JFNxPYh1ZJ351gdkH3rbRNz0210sVjbcJ76wKb1GYl2WQVuzQW89OzLMtyVrE0Ml06YaA0pKd0z3Kb6JK5TsNGJrUrCko1e/bs9r4VjuN0MoGGuIXgkoMlY6NUXm9iy1HZFoeIR2SKs8heXGbPI/uxtkma3MdEY+wpBva0TMotW7a092U5juN8ItggJKmGXn81jdI7xRLuPnx/xQTrtXDaEOvDQFUzVYS/XCzdPE9aURkWqhulTTUWS7EAOnaAtHabtLpK+vRAq5xBDcc68pKxUmWDjeMCjeM4HY3+/fsHFS5UV182wSpeSDpkPkjFDG4Oc0ssYYcERZIR/73RrB0RYRCqmWNGY+sdMvtunCQO62sWaFTjEBNrG6nCLlNtbW17X7LTDXCBxnEcx3G6KD169NC0adN0bE5UILCwQKcqhsksmUJfG26CDQt1JgTYZNAolo1RJrpwcF8pPlo6a5j1mGHxzoR2W4PUKtsIZYMUv142QpdX2KKeLxb+dyyWiopLvB+N4zgfmfj4+GBjkKzwv+RJidHSMQNskU02eLDYZtOy1qwp2LgEMiWJYYjOiDXEKjIs39gs5eXl+TvgOE6nZMWKFXq3SHpts/TUBuncEdY3prFlZ1Y4j39+sDS2l/Sd8Vbt3EiFdJz09ZE278PWjMrELdvN8uy9Yqt8xsIWcQf72zPCtmdsWsbFxgTx2HEcp6MJNL0SewSVMyQdErP4Wlphoswx2eb68Nha6U8rrKLmjGHSmHSzv8UFYmWl2X8zT6QPzbBUm1MGrhAt0u0LpdkllgzkST7OgcAFGsdxHMfpwtDcdczo0UG/GZpqkz30QoGVgj+6VmpFZZF00VhpQYn1dvjlImliH5vYLi61qpi6FrPGKKqVfr1YOizbHr9/hVXT4Nd71nCptM6aNP5mqXTmMGvayOt5PxrHcT4OWJxRJTMwxQSZvEqpf5K0qtJ+zmK7uFYa1cv8xGFapi2s6Z9FjKNy5vfLLCZhEeQ4jtPZqKqqUl1jS1AJw6YhwjV2PfTh2t4s3bLQ5mz0m1leKR3aV/rzKumFQunLQy2Jhkob4mFSnHR0tlXcRJJ1yCa/baH00EqLqwXbbb4YsRGi34PjOE5HgrjUp0+fwMKbHjTD0qRJva0XIQIMMZBEHvpufXOsxbl3iqQl5TvnlVTb0M+LmLiuShqeKv1jnVUh0mcVm/A0XCiItdu3t/clO90AF2gcx3Ecp4szdOjQoNE25d5kC/1gslXFkGH0+Do7hooZMouK6syX/KTBZnn25IadG50nDbTJbp94y0xiDErFH86zx4ENVPrb4H0+LN2qc1LjpFmFtVq0aJH3o3EcZ6+kpqYGmZBsOsZGWTVM/nar2GOTkriCMLylVuqfaNV8xDA2IRGF65qsyq9wu/XdYhOTbPCmpia/+47jdCrWrVun2Vuli8ZIP50unTxIenWTWZhtb5Iy4i3ZprHZYh59BunV9f1J0oJSS665bZE1vKbfIBa0z+eb2M0871vjpCmZUihKunS81NIq/XqRVSi2tGCk5jiO0/Ho3bt34N4wp8Tmh+N6S02t1lMLoRrBGQFnXok0LcOqZpaVSxN6mRhDP1V6rzI/ZB3759UK1svxPaSRaVIKVTnRZvtdUlLia1inzXGBxnEcx3G6gdXZlClTdP4oW6AzCU2Itowhmslie4anOb7j0bLNzN5xNsk9dYhNbKmc+T09ZuKlldvsOeRUfmqAZbnjbX7XUqlnnG2eUlkTgc0ArM+WbyjSggUL2vNWOI7TSXrQkB2JzRmZ3MQUqmUQjyOiDItnssmxV6TaBiHn1ULLfLyfnlo9TRxuCJmYTG+syspw+Y3jOE4nqZ7JLygMssKxb8RyB8se+iTQxPrOw6WTh1iT66vfs41E4l3vBLN4XF8tvZAvfW6g9JlB1ndh1lZp9TbbsCSOvrbJegYyHr0bgueGpE/nSDk5Oe19CxzHcT6QXr16BbZkWHS/VCjds8zWptdMsYRDqmPo10ViD/1T+dmWOmlsb+mo/lJ9s/S7pdIT4WTFb481C7SMRBNvFpVLOT2tarFqe51X0TidV6C5+eabddhhhykpKUnp6elt9TKO4ziO43wEBgwYoDGjR+rYbOmVQuvRUNogXTxWKm+Qbl9kvuN9kxRkapaE7S2mZJg/LyXhNE88eoA0KFm6d7n5mm/eLn1zjFXNYKNx5nB7vFec9J+NNgZl5Hih379cKijcrNLSUn/PHMf5UBBnIn0PqI5BgMFyMSXOBBgqZeizwP+xMMOaYn2NVNlolTRfG2EZkIjMCMgDkq1PjQs0juN0JrCHfX6jZYhjQ3vhaLMnS4ixDPCttWZdS5XzgJ5mLfuloZZ8c817JnCz2cicr7zehGqOvXyCbT4mx5hgQ+8aEnAWllp1zkGZUm6aNGTIkPa+BY7jOB8I+8z0TSUeIjZjc0us21Rj1rY4QzD3w4abShsE6KoG6zdz7zKbX9KvC5EbW7R3i20NTB8axGzWvpP6mH0aMdXXr06nFWjweT799NN1ySWXtNVLOI7jOI7zMRg+fLjGZqcG/yezksU6AgsZRfSToZcDYsp5I6Q/rtQO3zLshVpCCsSdIWQS9bCJLBufZGfes9x6PlAlE+HckZZ9xASXkvI7FksVjdIzGxVU0Xg/CMdx9kRsbKz9J2SWE2R0Y+OD/Q59rX671BbXZHmzMEdI/mKuPWVZhVTeaJWClQ3S4BSpEAHHK2gcx+kkVFdXq7KqJohlXxlm/bVIjvnPBku0QWh5aLV04gDpuqlSQ4vZ+iBms5mYGm/xkSpmYuaNcy1+YgXEHHBrnTSv1KzQZhZbks2/NkhXTbTYmpqcGCTbOo7jdETokcVckWpAKqyxbcSCm3jW1GJr20ivVfptYX2LSwTr1xMHmiUuMZEeNp/KsUobqgsRqOOibf1KFQ5zzNWVUl5eXntfstPFaTOB5qc//amuuOIKTZgwoa1ewnEcx3Gcj2l1NmnSJB2fYwvzNzZLzxdIUzPNwmzNNss8io+x7PSt9dKfVtgmJ5YXVMCQiU6WOnZpTHSpksG/lwkslTOPrbEJLxNhSsUpO39wpXThGGlQuEx81qaGQKQJYfrrOI7zAdD7AGEYQTg7yezMfjbfNg5p3PrpgRZPyPJmA5NjEZ3T46T1VVJji/XEInsSy0Y2JBFoPO44jtNZqmfeLpKO7G/VzAdl2Xzs1c02tyImTs+w7O6lZVLPGOlXi6U3i6QrJ9hc7MRBCvp5URVNljk9CPNrpB+9Z0IOm5psCBEz55ZKV060xBqqFjMyMoJqRsdxnI5KdnZ2sEalOpCqaazLEFmiwzvdxEV+dtsCqa7F4iGVNUsrpIm9TcwhJiJkI3Izd+yVYFZn2H+/tUW6e5k0q1hqaGjwOaTTpsSoA8EHnq9dPVehtbU1+NrfRMZsi7E7In69XRd/bzsO+xpPPA62Ld3pd+XDrjUlJUV9M/vopIFl+u8m6bop0lPrpCP6S4/kWaY5vR6+MNh8yVmoI678fIGJNnifI6tE+j4U1lofGrx/WcZjmYHuQnn5K5utpw1+6GyUYqWRm2oZTgPyS9SrV15Q1dOW19tV6cjX63GwY9ORPzu7QpUdsYQ+Mk+utU3EH0+VrpxpWY1U7FG5h4c4xxF/Vm2TRqRZZR8PkPX4YqF0ZD/r31Bb16Da2tqgx01XpLO8t93hej0Odlw68ucmwurVq7W2uFrP51vyC2LL8DTpqyOsAfZFY8zO8cVwZQx9AImHl4yVBqdary5sHv+62vrSnDNSenq91C/RhJ1mma1twXbphrmWeIM9Gn0EZxZJo9KlPn36dOh71Jnf3+5yvR4HOy4d+XPzcW3OhqRsDPqlEgMRYLDdZi742yXhJJ0E6cfTpF8vtp6G9FEtrTOL7gdX2xySihliZkOr9PYWaXaxCTrETywgqV5kTUyiT1pamjo6XeX97QrX+3HOqUMJNLfeemtQebM7W7duVV1dXZu9bklJiboTfr1dF39vO4Ydwb7gcfDA0J1+Vz7oWulHM6O8XFvrQ8FGJ5NVssuPzpZeKrAFPJuaZKLzc34WZGLmWDPF7U3SQyutcSJVNg+slA7rZyXi3xkr/Xi29MBq6eAss0ejxw22GbwOdkNMdB9dy6bDam3btm2/NqHtTu9tR71ej4Odg4742dkVKl1YRK+psp4zVP0VbpdSYs3ah6o//MRXVko9osyeMa9SGtPLBBoEm4l9pMfXSWnxUv9kaXOttHLlyiDjsivT0d/b7nC9Hgc7Ph3xcwNNTU1av369Xt5k1o1sCmLbwzxrQanNzcj0fma9CTFpsTZHo1n2w3kW78j8RnSZnGEVh39cIR3RV7ptoTS+t4K+DUdmS3O2SnNLzNJneaX1n2kKSTdOt02l4uJidVY66vvbna7X42DHpyN+bj4Ozc3NQX8ZYtzxA6R5W22diq0t/QhZb0YgoQfHB8QX6J1o/WmomKFfF+vV2hZpY400It2qbL48TPrHWutLs3abNHLjRvXt21edhc7+/na3OPixBJprrrlGt9122x6PWbFihUaPHq1PwrXXXqsrr7zyfRU0AwcOVFZWllJTzTN/f8KkgzcwMzMzsH3p6vj1dl38ve047GtWrsfBtqU7/a7s7Vp79uypptaZ+lteSLkptnF50mDpjU2WkXnWCKukYUP0/hWWwUmmJdmZ1862MvLzRtsklmxMMpEoIcdCIzbGSsRPGSL9e4PZorEBgMVZVdiKaEu4L8010Vs1duzYff7d6U7vbUe/Xo+DHZuO/NnZFex1RqUX6+C+1gSb7MaFZba5WFRnGY+De5o9BT1qIK9KOnWo9HKh/Tw9fqfHOD0bOH54n3JNmTJFXZHO8t52h+v1ONhx6cifG4Tpd955R7OLWoIqlrNHmEDztzyzlK1tsrj2+FoTbRBgmEudP0wakmqbk09vMHGG/gskxSB005OGOdzZw208BO9/rjdrW6qhzxxhvRoYKx3Bp0fUfk2eOZB05Pe3u12vx8GOS0f+3HzcmLls2bJgnoe9I720cG4gNpLcE6G6wSxzD+trVYiReSMVM/RjJdmQ51G1TaUizhG94kzsJn5eOs7sJanu7gwCTVd5f7tbHPxYAs1VV12l8847b4/H5OaGu3N+AuLj44Ov3eEGt+VNbuvxOxp+vV0Xf2/bn32NJR4HDwzd6Xflw661d+/eGj1imI6uWRM0j8XXnJJuso6wMMOXd0GriS9YA1HmjW0Z2ZvYllU07hzrW+OkW+abBRGLe7I8GeuJtWaZlrdNunS8dNM8KTNRmlUifWaA9Ey+9G5RSOkLFuiwww7bL+9Jd3pvO+r1ehzsHHTEz86u9O/fX5mri4OYxMIboYVFMgvnPyyXYqPNwoz49eVc63u1qMwW12xMIgbTl6E1ZBmUVAaSGY6VaEe+7u7w3naH6/U42PHpiJ+befPmaenmqqDqmCqX/xba48Q/NhfTE6xiEFFleKrNy5pbpMXl0l/yrF8XVmjYyh43wMTqH75n87rvjpJGpku3L7TxGCeSYU5PQfosUIVDX5pRo0Z1uHvTFd7f7na9Hgc7Ph3xc/NxiY6O1vg+LUFvGURp+hHShwYrXIQYnCD+tdFszwb0tJ8j5LAuZY5Jn6/Th9laljkj8G9QbbPVEn5SwpWLFRUVQW+uztKfqyu8v539ej/O+XwsgQY1ii/HcRzHcTo/I0aM0KZNmzR7a10wAd3eLF0yXnp4tXntfm6wlXdfjG3ZLKuQoRrmoL7WUBFv9Mj09OsjTZw5ZbD1pFlZYdZEfZOsZJwmjVgTUZFz+6Hmnf5Gkf1sUUGl0pYt04QJE9r5jjiO01GIi4tTcqzZLLIODoXtKbISpaomaUqaLbBZMI/vZVnhLKLJLMeGAsFm5lbbhPzGGOnRNVJC51hPO47TDSktLVX+pi3B3IoqZfr2kdyCMENFM9XM9A1kr+etzdLN823eRt8FQtuPwoWBbDJSKfPUemlFhfVkOHekVSLW5kklDTa/+/RA6b7l0qg06a5l0sVjpDe3SMPSojRo0KD2vh2O4zgfiaFDh2rUljWB5SNV1fRVfWOz9N5WSxpEhPn7Gun7k6zvajN9C6OkqyaZ7SPzTCoNEa4JpiT3kOhDBTfWaVioAcmMVXVNKisrC6q8HWd/02bSUn5+vhYuXBj829LSEvyfr5qamrZ6ScdxHMdxPm7G0fjxQU8Y+snQdBYrMzLQWdCzyUmjRcQUJqrbGqVvjrVM9LHpZltGFvvGastip7JmU61tHgDl4PS0ITPzjiXSmN42+WVyHOGzg6S3tkjL1mzUkiVL/P1zHGeHQEPfqiADMlFK6GGL6giZCdKT6+3/v1sm3bvC7BMRhQemWEy7cJT9nFhW02TxraM2EXUcp/tSXl6uWbNmBZUzXxgi3XKwNChFumm+VST/YYX1QLhvhQkwbxdZNQ2CdUai9eJaVy39c50CYfuWBZYY88WhVsk8rrc0Jl0qbbA5Hg21l5WbxdmCMunqiWbvk5Fg1YvEX8dxnM4ArhDYmbEeXV8lzcgyYRvBZnSaNDTFRO8/YWPWQ4qJsuqYyLyQBJ/3iq3ChmOf2WhjkJRYUW/zTXqvIv68UyStWbOmvS/Z6aK0mUDzk5/8JPB3vuGGGwJRhv/zNXfu3LZ6ScdxHMdxPib46A7J6RdYBP23wBb0ZJ5fOFqatdW8d7HDGJZmkway08lap5nit8ZaE0Yy05ngDko1X3M80KFnnG0O0C8CywxeA4szGnwvLLVjEGwQiO5ZJq3fsFGVlZX+HjqOE1h+kkGOrdmYXmYvQXLj75baYhrhpk+8VchcO0U6OMuyG4/qL1U12GKcDUv6NVDxh7YT28Mer6ur8zvsOE6HoL6+XjNnztTDq0KBYPLkOsvqxlIW0YQG1VjNrquSTsyRfjRVumqyZXyTEc7XyYOl+5ZZDwaSaq6ban0F6VtzdH+rtimrl3onSDfNsIQcrCKpQGSexnxtzlbpoEx12t4zjuN0T9LT0wMRhUoY5oSIMwjTWN3evtgqBZk//nia9erC5gxL3HeLpQnh5EF6HLJWnZFpFYslddJtC6QWGs/XWU+bdHrSYAVOubbjdCaB5qGHHgo+uLt/HXPMMW31ko7jOI7jfAKmTp2qsdlpSoiRCmrNd5fJ7Qk5Ukm9dGy29KVcy0zHtgwBB2syxBYmxPj90siW/3Psv8P2HGwe8H82C8hoivDd8dbElmPwCL5ziQk+LxaY/zoNGB3H6d6Qwc1Cm3gUHyMtLzdh5nMDbTF96hApLtoW3cQkBBs2GSFiDb6swvppIRIDMau0Tl7R7zhOh4D5DpUz7xWFgnkV/f2w5LlionTNFBNksNe5cbpVCDJ3YvOQbO5pGdJja62PwnP5JkaT8AK/XCS9UmBzK6zNvjHa4ughfc32jH4zVED/cIr0UqH08/m2udknKdot7R3H6XTzReZ9xLDecdJdS6W5RTZ/vHi0NL6PgopsEgRJPjxhgAnWqyulQ7IsxiKCY4WGNSTyC0LM+aNsvjkpw+aSVHEz36QAwUUapy3oWN1zHMdxHMdpl+Z1VLkeNyBKM4tsE+Cvq82/F3GFDPYI3xlntkKIK2R1JsXahJVjaU5LOfm5Iyzb6OcLpM8OtE3RzdstG5R9U4QgetZQbfPMeunyCWbTwWbre4V1WrBggU98HaebgwVj8G+UxRfEFyppFK6EwU6RjEcq+jbXWH+aRCwXq8ziBxCGj+gnVTRYJnrfRBNr3HLZcZz2prq6Wq+88oreWFcdiM+XT4wK5kPPbpReyLc5EuLK5eNt04Z+CMS4n82XlpTb5uK4XtZ7hioYKghPHCh9bYT1r/nnRrOrxW4Wm1pEbjYon82XjsuWRqabhQ99A8sbrZl2QkJCp2l+7TiOEyE2Njbox1XfKp00UMpIlnrFS70STJQ+OtuqBItqrWoGWMsGPbxaTZz5T740Kn1nEhBW3uN7m+vDnBJpcE+bf9bUNWj79u1+8539jgs0juM4juOoZ8+eGjd2jD4zSCqvt0nttVNNXFlfbZUugHf55wbZBJdNTzYT6A/BBioWRAg0+AAzgWWNPz3LJr9nDttZNYOlxuPrrGcNzyHrk2NoVIu9x9KNJVq2bJm/K47TzWGjEB9w4gxbhthVzCqRRqZZFjnfD02V8rZJ0T0sbr28yRbYHM+mZ1aSVNtk4gxfbHqWlJS096U5jtONwWbxnXfe0dPrWvTXPMvqvnV+SH9eZRXMr26SfjZPam61Hn4PrZbyq62XDDY7p+dKNc0254JH8qTpmWbJc/9KE6mpsDlzuHTHYquQqWqSclPMEu2tIumMXLM5o4cg8y/mdjNmzGjvW+M4jvOxGTBggI7KNvcH+ncROxFaWlqskubwvjZXZG5Ir9T0WOutSp+vNdVWYXPZBGljjVXUrNxmVdjEWuaN9J/5VI6JNPS6oW+Y4+xvXKBxHMdxHCdg6NCh6pscrdOHWVZ6hG+Pk/6WZxNcJrxsJATHp9i/CDH4mT+30USbu5fbBmk1m6nFVh1Dtvv54aoZvNCPybaeNQ3N0suFJtBglXbKEOn5fGn56g1asmSJvzOO041JSUkJbM4QY+hzxYYkC2MsgHiMn1G5N69UGp5qAgxiMn0U0uJNDI7EKDLF3ymWFpVKZWVl7X1pjuN0U+i199Zbb+n1gmYl9LC4RcNqLM34unKSlJFg8yEqi6mSwfKMjcJ3i6RzRijYiORYKpyveNfseuhRc/EY6Yrx1nfrnJH2fASfrfUm7CDwEAPZuMRednia9JmB0pRM5oBDlJy8y+TPcRynEwk0EfHkzc2WyEOS4bMFNk+kCrsyXCn44EoTa0gmpKcXbhBUILa22lr0yP7m+kBSIXNJ2N4s9U+ynqzE3fXr17f3JTtdEBdoHMdxHMfZka1Or7gjBsQEmUNMUnevmsG2bGy6TVIRajbV2DH9k23DACszNhvYSGBC/HyBPR9bDZrTMvFgEkxWPD7B2Gy8Vyw1ttjEect263PzqyXSho35gQWI4zjd17ICyFyc1IfGrCYUUzWzrtpE4pye0uZas//h/yyoiTV9WFRHSU+sNeuK1zZJW2tN5HHvcMdx2oONGzfqrbfe1r/WNAZ2rycMtD4wJLfQN4G50K8WSp8eaJng10+xmHXLfOmepSZKP1dAtY3068UmvpD5TcY3vRGS46QHV9s87faFZpVGAsxXR0gXjLZm2WxOEkepTCRZBqvIqZlRGjZsmH8oHMfplKSmpiotPiroHTOn1OweJ/aR3twiHdVfWlpuc0FcIbDLpbqaSkNiKMk8rF3pZUg19uQMs0XDGhIQtLHRvX+5dPdSW7f6+tRpC2LaZFTHcRzHcToliYmJmjx5sqrq5+qpdTsfr26ypolkJx2XI80vk76aK/1xpWVoknWECANYnuH52xiSLhwt3btcykywzQQy38lKwr6DzKaieunS8dLP5lqDxpgo6ezhZoH234KQkufM0RFHHBE0gHQcpxs2fpX1WqCS740tlv3IhmNti3RoXxOLo0J2zIpyE2huXSCV1VnlTAb9rXrYBuXKSosxgEjjvRYcxzkQEG9Wr16tpSvzAjuyRWW2IUgFcQRi1lUzpaRo6ZVN9hUBAYckGaqb6THD/AlBBuHmqkkmSr+1Rbr2XalRVpHzzbHW6Prva62qkP4KzOWYsyH0INJQcTgiTRo0cGAw/3Mcx+msfQupAGwJ1ail1ZIDsdBGfHlkjbk5UDFzdH9pRqatQ5k70jOVXl30pfnXRmlsL5sz1jWZjS6uDyT3EGOPGWDJi0+ss36tWFV63HT2J15B4ziO4zjO++jXr59G5w7SIX1t4krVDCXjeJevrpI2bbeMTSanNJfFauj3y8PPTZJe37zTF52sziP7WTk41mlkuQ/qKb1TZBsEWJ5RUUMGU3mD9MPJ0vB0myyzCTuzoFYLFixQKwqQ4zjdbsGdGG76ij0FC23sfogxVNOw0Ul8QjzGSzw1XkqNla6dYotpKm0OybJYRayhOm9w2Jqxubm5vS/PcZxuQE1NjV544QW9tShPj62RvjDEElGIW1dOMKsyeh9gpXNstpQQa02uI5ZnbCgiyPz6ULNq/NNKqaJe+v0y6fB+0n8LTahBoGmNMtGazG9iIP1tEGt+Nt+qc8gYv+kg6z/z2yXSvzZI0zKl4cOHt/dtchzH2Wfqw44MxMSn19mG93VTpJMHm3UkVTLLK00gZ35JDy7EmamZVo2NcH3zPEsyZP547WRL9KHiEds01q9UHhbWeB8aZ//jAo3jOI7jOP/DuHHjNCI9KvDaZSJ6/mibnH5xiPTHFbYJWlIvHdbXJhOl9dLXR5lwgxBDGTjQs2Z+qR2DfRnZnzSqJRuezQQs0W5baB7oZCz9ebX9ywT5CISdbdLiDSV68803/V1ynG5GVVVVUPGSHENFnVTbbD0YEImJKddOlaZnmch76lDrs0CcAjIoOX72VhOOyxqs51WveNuobGgIezg6juO0UdVMYWGh3njjDT2zrkW3LZCaQzYnQjz5dI502yLb6PvFQum0odIXc6VrJksvFioQcxZTcbxZuny8Na+OVBD+eK71nMG2h3nVDyZbn64v5VpPBQoFr55pmd9kgRMr6aFwVD9rkD2rxKoQ6ReYGB+npKQk/ww4jtOpSUtL09QMW6sSB0nsIdYi2FAx86kcqyrENvfQfmZ1hsXjlAzpsbUWN4F4G99D2kYVTZOUGHaK4Ku2STo4S1qzzfsZOvsfF2gcx3Ecx/nAzPVJkyYFFhk0UqxrttJw/M2PzpaWlZvg8vOFltHJBgCbpmRtsilKZQ0//9UiE1r6JknvFpsgAxx33ABrZHv+KBuTjVM2EMiOB+yJRveSfrNEKq6oUX5+vr9TjtONoHKOBTKVfFTIsHjGzqdXnBQTbccsKTMrC6gPx6kN1WaziEDM4pueVzTRJqawiclY9fX17XptjuN0XSorK/Xyyy/rzdkL9be8UDBPIiaRwU0l4GthCzM2C0lSQVD+90arCGTOQ9UffQ7+QL+YVunOJdJLm2yOxBgDkqyqmVhIogzzK+IbAg69bJZV7Gxw/dlBVnGDEIQoc9N8KS1WmthbOmVIlA477LD2vl2O4zj7DJWAI9Ol4nqLm8z7EGzmlth6c3qG9Sakonp0mjQi1RJ27l0m9Qv3myEpcV6Z9T1cVWlr0okZlvzz+hZb87KGJemnvLzc3zVnv+ICjeM4juM4H0hOTo4mTRgflIWzcUBlCxugTF75P1mdZHwirmChQWUNvWYQYY7ob00VsSE6KtsszC4eLT2wyjYe2HClgoZx3sLuLDwj+dZYexzv3z+vkv6z0bJF/7leWrhoiU+GHacbkZWVpTHpVp3HZiRxhAX30gqpd7wJMGxC8nh+9U6h5u0tluEIbIDiKY5oQ6a5CzSO47QVLS0tysvL01tvva2HlzXojkXStAzL0L56klXPIIxcPNZ6v5CY8u2xZvn61eHvtzUj8/vsEVKLpHNHWk+Z4WlWOXP1ZOnyiXbM/82VnlxrsRG7HuzRqCr83gTp4jHS75ZIdy6WapptDnf9VJtzkUgzduwY9ezZ0z8QjuN0eohlyfExgehCrB2YbFXWS8ptnkjcw9qMXly/Wiz9ZbX1JbxumlnpDkmxqmt6pZ4w0MQbehceGa62eSFf+vRAey2WrVXVNaqurm7vy3a6EGETAMdxHMdxnP9l8ODBKikpUUFNceBVzuQV33KEFwzU2SRFQEF0OX6A9Npmm/z+bqmUnSQV1Ukbquy4yibzXn9gpWV4IsY8tNoymWYVhycmPaTzRpndx5Q425jl/wg+z2wIKT5ujo488ki343CcbkB6enqQtUiF3syt0tAUqbTORBnEGDLMySanIoZsdPzCX95kmZJnDjdbtNhoy3aksevkDItX/J++EI7jOPvLzmzx4sWBpdmGqpDe3CKlx0l1LdYj5sl1dlzPGAWiDcLKgJ7SDybZpuFlSTZv+nKuVLhdWlxmvbSYEyFO37tcmpEhvVlsvRI4FrEFO9jyRhNkLh1nVTqPrrGkGV6DeRtVzQ2t0ldypcP7myUtG48j+6VoyJAh/gFwHKdLEBUVFdic9YgqCypfzhttc0T6otJX9S+rpOVlUqiHrS8RXBBgcIlYvU06a5j0xHr7nmpEEg0bW60ym6Jt4jlW3MBcdHxvKXfjRo0fP769L93pIrhA4ziO4zjOHie7WJ2VlLys1za16rl8y+ikB81T66X7V0hXTLBsJBb+bCqQ3Y5YQzNFNksfXC1N7WMZ7If3NZsiRJz+yZY1Slbo7QtN9MEmjUocetlg0XHKYNtQjY+WhqVKr+Q3qeX113XMMce4SOM4XZyYmJjA+7u42UQYqmmWVFj8iAlX3506xCwoyCr/+kjzGW8Ni73YAU3vZf8n7jSxWbrFYsrhmzZp9OjR7X2JjuN0cmFm8+bNQdXMxtIa/SHco+/CMTZvQUxGILk0vH/HhiCNqLHHiYuWfrFo51hsAiLEkJmdnSz9cpefkQTzXKGUEiv1iZOOG2n2ZtijXTDaxCBs0E4aZPMwKnNWL7NqHeZTN02WfrvUxByqComb9BrsESlfdhzH6QLQT6tvYpkWllolzIoKs5VkjogDBPbbzVRoJ5oYPrmPWaBRkT0wxRKCiJmN4dhN/xrWqMmxVm3z/Uk2p7xhjrSp1qomHWd/4QKN4ziO4zh7JC4uTqNGjdK3m1fo73nWVLY8vLnAxPava2zzoKbRHkdowbs3I9GyjdgI+Oc6aWBPq5ThZ2QqzS+xDQZEGapp8EW/b7n03fHSI3lSbqr0++W2IYEl2sQ+0q8X06CxVfEzZ+rYY4/1zQXH6eICDZnhZD8iqmBPNmeTdN5IaUWl9cIiU5zFNWJvZK8xMUZ6bqO0vcmaaK+sMNFmUZk16Ya6urp2vTbHcTovzc3NWrNmTfBFRcqbm02QIQ4hDFMlQ6ihXwHJKdguEqeYN/18hrS5TnpolXTlRKsGJFZRWYy1GcdP6CN9Jmylw3zpb3nSjdOkx9ZJW+utKpAqmoOypOGpVmGIZezDedZX4asjpd5x0q0LTMCJjzHrM2xmsTbLSEtWRgYNGRzHcboOiM4I1MRfqgw/nWPizGdypLG9pZcKTQRHgKFv14y+0j/WvL+XIT+7fYH9H5u0qyZbnxp6eiFwU6Wd09NsJb0PjbM/8ZQJx3Ecx3H2yrBhwzR21Iig2Sx9YRLDmaHH5VhzW4SZ2xeZPQfl5GwCkAVCRhLe6/imLy6XPj/E7DnYVP3XRss03VhtlkNMSshOyky0zQcEneQYqaDGbNDY8EAIemOLtKa0TkuXLg2yVx3H6ZrExsYGYgsbm9MyzbKnvkUa1UuKoyRG0sOrpUWlVsVHg20yIsmWjO5hC/QfTpY+Pcg2RrG74DjEnpSUlPa+PMdxOhlFRUWaPXu2XnrpJb2yYE3Q2+Xm+WYt9tmB0mXjrdcLwssPJkvjetkm32NrTWhmc++RNVLeNulT2dKvFkkLSqyShn5/pw+Trpoo5VVKT6yVFpdKj+ZJ359oVTFfGmqbg1e/a/ax9EsgkWV7o9mYnTnMqmQQa/62xvomkBjzs3nSfzfZ98zjJk6c2N630nEcp03Wq8Q51p6sOd/baj0JF5SZLS7Jfz3jpOc3mjMD1t1FtbbuZA5J/Mb1gb40qfEWV4GqxxmZ0rtFVrVNvEeQr6re7gk/zn7DK2gcx3Ecx/lIjBw5UpWVlSrcXhJkpSO+8IVYg1/vRWOs6S0boScMkO5abs8jE4lNU/ZT8fAdkmo2RBeNNsuNfonS20XWeHF+mfTnVWbvsXm7baj+aJb0bL41yaWvzaNrpdc2Id7kB6Xsw4cP93fQcbpoBU18OL6MSpP+vcFizq3zzf87NsYyzcmOHNtLOmO4dNW71tA1K8nGoIqPBTW9H3gumi5ZkwkJCe19eY7jdAIaGxsDG7P8/HyVlFdpZrHZlA3qKX1thM1jNtVYtQqVKrk9zf6VngfP51uT6iP6Sr9fIX1jtAk166ulNdvMToeElswE6d8b7SsCfWxISOmfJN21zB4jaYWEFmIYlo/fGGOPIxRhLUu/PiwgEWQQqvsmSTOyrJ8NItFpQ6Vp06aqT58+7XMzHcdx2hDWhUmJCWoN1QffI2hfM1n65WLrv0WfU5J6niswMZyKmqaQVFEvfXOMdMcSqbjeXCGwMqPPV/F26/N1aF/pTysttlJBM7jWxqdX66BBg/x9dfYZF2gcx3Ecx/nI/WimTJmiqqo39OiKhqBqBlsyLDkQYLDguG6qHTstS1peqcADGO/eE3KklwqkJzdIl4+36hsa5B6cKb22Rbp5hm24Fmy3DQsqacha4vlU6LS2Sr3jLcOJbNQvjZEeX8uEeWXQ7NuzQR2n6xEdHR1kKCLSkHXe2Cz1TZCunSr9dK55iE/qLT3Gz1rNyoxjsRhCBKbJKxUzVU1me4YfOZuq0NTU1N6X5zhOBwULxK1bt2rlypVqaGwKRGB6uxBnyMKm0pe+L+nxlpiCiPK1kWZ585fV0toqq5JBOCYJJSXeGlDfs0y6ZooltswvlT6VY1ncj6+TrpwgxcXYfOdPq8zelQ1CqpK/lGvn9eBK6+9H8srdS62nTUm92ZnRK+G2BSZoc56cGxWEjEFSC0LN6NxBys7Obu/b6ziO02b06tVL8dFbglhNYl9stMXV+pCtI3PTpIYN0h9XWvJPdJSJ28wXEbi3NZhtJG4PxFOsvKdmWKUka1+svhmP2LywTBq1cqULNM5+wQUax3Ecx3E+Vj+aSZMmqaZudmBZRvYRpeKztkqH97MGt8DE9eRBZr8xNt02BtgwPX+4dPcya4ZLFumichNjXi6UThlimaFXTTLLECbFlJ1fP036zRLpgZXSFRPNtojN1qOyzVbtRz0KfcPBcbpoBQ0QP9igvHmeFBNtIi0VeWQxzimxPg80c31ts/Wq4v9kSrJpyiYpvWuwFsLq4guD7Tn0kHAcx4HW1lZVVFRo1apVQaVwU0trIMosr7D+McSYi8dIyXFR2loXCqpV8qqk2xZKSdF2HPMS5jn036NfDD1lsNmhp8y7xVbBRwLK1TNtDsScZ3QvE1c+P1i6fbH07bFmWcbzsCKD3y4xIYZMbewZj86W3thscY3qYuxhaW7dN3yOVPQwN+P4O5dIZ+SaNeTk7GSNHTvW33DHcbo06enpGtxzi/6xztaNrElJDCTxj3kkVTGIMj+eZhaQJBnOK7EEH+x0X99kVTb072Lu+MtF0mFUQS4zEWd9ldlSUpHN91/MbQost0lkdJx9wQUax3Ecx3E+FllZWcrum6nvjC/RCwU7MzuP7C+tqDCRhZ4RbBywQcpmKFmiTIbJTKJEHKsiGi5+e5zZe5BtuqTcxBeyPadlSC8WSt+fJKXEWT+Js4fbxgM/ZzMEuw6qa55cz0buXI0aOdLfScfpYs1e+ZJag43NIAsyZP7fk/pIKytt45MmsC9vkqobpYMyLTMdKyAsKRCP8QonVjHGoBQXaBynu4MgQ3PnNWvWqKqqKqio29YQ0qpKs7yh6mVShnRijs1rqNbDImdgcigQU55YJ11Nf6sc6eE8syz7+xrrnTc8VUqKtc29P6+Wrptir/l8gcUe+sMg1iAAzSu1ZBSoaJB+MtcqcxaV2Zedq82nEHWo3MEGjfNj45DXQ5C+cJQJNog8JMcQ54h/2KRRjfOTqdLkyZN3iN6O4zhdleTk5KBaurZJ+sMKS+ghvo5INxH8DyvN1gwbMxIJ6Z/6SJ4994xh0tptts7cWGPuD6xNWafiBoE4Qy9VBPY/rrBYX98cCtwcvLehs6/4X2jHcRzHcT42M2bMUFTUHG3avjXwY4/AJsGVM6VnNpjn+dMbbNOATFI2OMjopEycn49MNX90Zr6XjpduW2STaDJDV1RaQ9x7lts4PE5JOpshTKKfWS9dPVG6e7lt1D6zrlWnReUF4lFqaqq/o47ThWzOEGheLDDxBcEFS4nLJlicYHNyeNgiCBtEbIGomqHZ9qbtUnm99P/svQV0nOe5tX2JGS1ZYMkyW2YKOUwNlJsyQ8rMbUoHCmnKDCkzc0ppmzQNg5mZZYstZulf+73l0/7f6WmTNo5le19redmWRyONxvPO8zz73nsvLg3BN0dazzgDAwMn8mEZYx5BMaanpydxyEiQUaeMHHQaJtG1Qg6ZqrwQRuaMR9o09kU3Xk0eXFId15r3rIh4s+/vjA6a9z4gETkKqLX2kTgiZ43WOZ/eGAMkcvn996r4PuaXwruWx5DJpzfEfT9vbjgCdWAoUVmCi9x/x7pldP1S/8w106OPRl1/itXRkIumwd887pRRdFpZFuSlhWit650EmpExeO1CKCzIo6ioyP/njDGnRcSZ4sg0EKhuQgkxH10fLhpdsxWpLZeixBk5YCRoa/hHBhgJ4m19IYDLVaMOsYa9IeLs74nuGQn5QikPT5wefWLLmpst0Jh/Gws0xhhjjHnIyMatacyurtv50dY+eoZge0d0QRRmwOBYHEIUZUXWumKHZCNXEe53lddbBBuOxufkZURHhMoZP7CGRPCRc0bxZRdXRbyZ0KJZU6pCoo+i1fS1ZEmfXgC/3zfCyMhfOP/88xN7uzHm5OdYZIQOUlVwrQNSTTMq6keOmRmF0dvQOgBPnAb5uv6MwhllcLgnrg8PtEBzLxRmwofWRr74k2eMOZLCmFMMCS9yxHR1dXHkyBFaWlqS17mEkgPd4UrR74os0/VAa4fDfbEGWVkZ1xN1yswriSEROWAyUqJ3QLGsm9pC9JC4or/L0aJJa4kmL54bYsq7l8choNwrN8u5NwRZqTGBrXWN1kT6+nL9aap7fTs8bmocBAq5i+X4q80jieh54VyYVhBdNYrYWVgSa6ELKkOYVjxPc1+ISoqDVASavj8NwmjSe8G0SsfAGmNOG7KyspJhvZSUziSG7Gd7w/2iAcDdHdHPpWulBv4UTSm0Z1Wfl6LLFL2tYR8J5RK/1SUmMWdbB1w2Ja6t29qjz0bvF7pe671mxozxSAlj/kUs0BhjjDHmX+6jWb58Od09d3LXEfj5Hnj1Avjz4YgSUteMMnsP9IRlfHUz3NIAb10Cm49G/Nl3tsPMItjdFYcgOoodGolM9fz0OCw50ge3H45+Gy2ktVAeHouFtQ5FDnZHueMvVkVBb3r6PVx88cVkZ2f7mTXmJEfT7oqp0OZZv1SELSeN6B2J6XaJN1Jt5K450h2TkHLkSZRRZ40ORnXNkOC7oBSuX/vXyfpw6BhjTib02m1ubqavr4/+/v5EkGlqamJ0dCwRROSe0y9NQGttoWgbTT5PUexqE/QMwzNnhjNXQszrF4XjV24XTV3LPaPugqfOgJ/tievOB1bDGeXw9mVxLdLB3dnlIdL86VDEkOla9Z/3h0Azq+ivjpn3rYYX18dttU6580g4dbRekrtYYo1+HeOmffG71kly7ByjtQ9u7YuJ7+2dIdpIfJL7Rj0zKq+WC0cxkNMLYVndpGSYRj8rY4w5rVw0WZ2JC1E9YM+eFaL57w7C5TUhkjf2RpTlDWugoSeunW9eCh9cE0NAiqKU0/L5c+Enu8Ntoz2o+g4l+jxjVgwB6Rqs95+RkRGvKc2/hQUaY4wxxvxbC+CKyWW8ZWlLMkGkqSQtajUhqpx1TauqP+aBJugbikJFoYWxplifMwe+tDkWwB2DcGkNbD8KX9sW8WfKaNfU/O0N0NQH/3km/HJvHEbIfaNJeR3Mfnx9HHxsbIfbDw2Tfc89rFy5MpmiMsac3BzqhbPKYX9XxAHp4PX6NbF51oS5ptNTU+DiKXBfI6R0RTTiO+6FpWXwqCnhzKvOj5gguWyEBRpjJj6KI1RfzO7du5MOFf1dgkzXwFjiGjn2S5FidzfFYIfEWAm5WkPIpaL1woVV4brV4dpL5sPXt0UMmA7l1A3zzFnhrtN6Qo686+6BKfkRW6ZBEhVF6/Y6vJP75uLqEG/kmLmqNgQeXZO0lslPjTWOBlXmFMGTpsWQyRsWwQ93xW0kACmiUdPYbxvvqZETRp0JZ5XBnm5429IQeLTWUSzauVXhnnny9BBg5FqWMPPyBTA4DB9YGzE+WmudV5fPihUrxnu8jDHm9EFJCtML9vHLfeFA1GVQzsJN7eGClBtR11UJ5YqO1LVagzxKa9CQj94XlPyg66/2rHofUeKDTN1yMep6r34yie36/ZzJJO9Rs2fPPtEP3ZzEWKAxxhhjzL/F2WefTfqqVTT1HUkcMnK5KN/3mbNj4lTRIDqMeM8ZkdGurPXXLYqPyxquiU8JOR86J3J8j/bHgYNy2LVI3rQlpkjlpNEh67R8WNP610i0OzoVVwTnVMTByuAI3Lq7m+Hh2znvvPPIycnxM2zMSRxxNjI6lrhjFCUkjfcJ0yPeTEKuptm/tjUOVHUQ+sOdUabd3h+fr424+hgUr6jN+NajEV90TKAxxkwMFEUmR0xHRwe7du1KemP0+u8fGEzWC/c3qo0qDtSECpwV76Wy5sfWxeter28JNRJhXloPC0oiikxT0p/aGJ11ojQzolQ1PPL9XfH7XxriME5dMbq+6L51KCfH7yw5cPKgrgCePivEYvXAyA3zhrtI+g6ePjOuLZrYVgeNxBWtfST+yGEj8eW6+6IrS1PY6rHRGkiHhz/aFcMtq1vg+XPCIfOng/DN7fCEafDZjXBlLZxdEV9T7h11b+n708ck1Oj71fpHMZASf84888zE6ezrnDHmdBwglMiyrgXOrYxr6MEu6BmJ3jE5JdUlIyH/WGyunDC63lfkRLfYt3bE71oqyj2j66v2td0D8TkSaxTZvbU90iL0nmXMv4MFGmOMMcY8LH003d13sH9rdxLB0TcShyKa4tSCVwW6ORnhqtEhw1e2xqTp+pY4VND0+83jtvPfHoA3LYb3rwnBZkU5PKEevr09DiwePTVygvtHIw5NIs4xx46+nvLXdRhy695+BgZu4fLLL7eTxpiTFEUV1pf0JSLsTXtjqlwHmuqm0jS8kKNGrhiJutnjsRRy9CVxiKNRoq2Nuqbjk6i0lLhW+ODSmBMnxugwS2JMY2Nj0hejjw2NjCXFy3K+rGqJHhYdgknUuP0IpKXAi+rDPSKRRA4WxaeqV0AxNBlp8NJ5sKEt3CRyv0jIeepMeNcy+OaOEEbetypuq/uWaKMhEYm5tbkh9uiQRF0E71gGfzkCn1gfawyJMrqmaFhEThVFLEqAKcuK7+VX+0IU0n3qa10zPSJc5ZRR1Os9TXB+RRzuKXZHYorEJ/1SFJucw9/dGY9T0Tm7OmBtC1TmRmyZhCehIRhd7yQaaXp75viwi9w1EnTq6+eSl5fn/97GmNMSXf8y0+Kaqq4YdYx9bwfkjcJL50d0pCIr17ZGDK72mutb4Y8H4YraEM8V1y335bo1sd+US+YpM+EzG8O1ecUUaBuMXlRFpKn/zJh/Bws0xhhjjPm3UezIGWecQVf3bXxu41hyAKLDhxfMhS9uieJcRQ6JZWXRGXH3EfjFvpgy/dh62HI0DlFlMZcVXQczijW7qCriywZGYypUJbtjo/DhtfC0WdF98/sDEXM0nqCW/EExIhlpY+TdfTfnnHOOO2mMOQmJQ8a+5M/r2uIgNJlmHAwxRoe0ihvSAejv9sN5leNFsDqorItIM8US6XBVLhxNS2qqXYexFmiMOf4okkxijA6v9KuhoYHh4eFkGlniqoY0VMCsIK66wnDMTs0niaY5Fj+jNYDWCBI35HiRSPu06fG6v255DG+8f3U4YxRhc+ZkqMsPJ4te7/o33b+uGRJutQapyICnz4BphZC6Pe5TyImrXprcjLidDuWOOVO6hsPtMqcYHlcXThf9Wf0x71gO3YPRX3N/S7j61IGjOJxr66EqDxZPivt/53JYVApf3x5l1BJvJP7IESjUZSO3sXr2hsbgZfPjEFDXvk9sjHg1iVD6uK5/ioaVw/Aps9ISV3Npaan/axtjTuvhwcLCQuYWdybXS70PyIEp8VtoAFD7T0VXNo47szW4o+uwxJaf7o7by6E5swD+ezXsHzfISLjRx9a3hcCj+5c4frSjM3m/c7y2+VexQGOMMcaYh4X8/HzmzpnNM/q3c+NmeMt4drps4zoUvXHLX2+rA4XhcbeLDkzkoHnDwijvlsiiuA4doCqWSHnsEmaE8n9fNDdEmufNicJvHeIo113TrjpE+f1+2NAeByc6/Pnjrm5GR+9KOmkcd2bMycWx/gSVuUpo0dS6hJbpBREpIafMpVOiVFui8LNmwR8OxLUiMz0+9pQZ8buE41cvjM+xQGPMw4cEF8WTtba2JoX0itbq7e1NHDJDQ8PJ4Zhef3pPlpPtvuaIJFRHlH7XYVki1nTDo2tjXTApC549O7oCzqoIweWwYsKWhVtF64V4Hce0s+K+VAK9s3N8aCMtnCw6QNP0s1wm6pnRukSCjdYQmqKWI0bO3F/vh7cuhfOq4NZD0Xen4RK58xRz8/rFIfR+aC2cXxndMZ1DsU7Rgd3G1nDrrGmJie0nTo/vU6LTj3ZDj3r4iO/lXffGIIquTcvL42eovgNF71TnRrSOOnMumRLdNbp+SbRStNljp8KKySEMfXUrXDU1BJonz0pLhlEU7WOMMac7FRUVVOd1Jj2Gv90fXWFyYsqVqDWiXJRKYdAeVOK6Is8kiCtGUtdmieS6tus9RAK+hBsNBRVkRh/YLYfCzfi82bGnlVtb7381NTUn+qGbkxQLNMYYY4x52JgzZw5NTU08b+RoctihqA1xWU1YyLWQ/fKWWMjqEEKHIOqUETqsePl8eN/qiO54lQSbNfDsGfCpDXGooqlSFftq4lQHsor00KGtpmiVJ69SX5UEv2c5/GxvTMHq8OXmXb309d2SZLJPnjzZz7gxJ9EUpNDrXUKMDl41oa6JdIm+ctktLI1px/zMuI4oLkiHlpkpIehIIN7XBfnpf40408eHhoZO9MMz5qRBB08tLS3Ja1JTwsccMULxZIoz1cGWImH0vnt0MD5vQyt0D4U4otdi0bjLRa9dRXgtnwQzCuPj6nj54Nq/rh00aPGu5REXJpFCUWd6X5fYoYM1rRXecjfMKAoB5o2L4fObo29KAsf5VTEkIiTYaH0hR0xuWnxMwx8Shr65bTz67IG4hmiIRF0ziktVlKLcKoq0UfyZhBF14r1mUdyHhBo9HrmFtR7RdeqCyrgeKTJH15vXLoLBYfjhbtjWEcMk03LhDwcj3lVIbFLUmiTpxWXx85OYPKMAvr8dxlLDgSwBSm5CrXt0IKjDxmfOTkmGUFSMbYwxhuR6KGFly/j7jQYC9J4hF6RiL3VN7hmOKO4vb429pSKzde3/+tZIcJALUnvWq2vh53vhpv0h0GuwQO8b1XnxnqH+MSVDbN261QKN+ZexQGOMMcaYh5Vzzz2XtHvv5XBvaxJbcownT4f/XBV/lhCjSdCLq+Ar22JSVpNJymfXuYkW0Drg0YGqYkYeUwff2BYHN4oCUf67JugVFTKrKKaetMhWzJmmnRRLMrsQVrdGzNp3t8MXN40xNnY/559/ng8xjDlJOBZDpsPTa8tCoNHha6mif/R7VtxOB7bnVMQEvQ5u7zoSZd36s9x1cuBInPngmijrXlEGXV1djgIy5kEgJ8xtd96bRLrovVnvs3rP1XuvDrQkpGSkxutRsaNye7x6UThOssZFUx1sPWpKOFTUDSAnjG6rvjnFEUrMuGZGRJB9cTNJF82Pd0DjQHw9xc9I/NGks7rs1Eslh4o66XT/VxZGXJmEnjcvjcMzTUtr7SERRa5euXZ/vCti1T6zAYrGhzhy0mFmYaxDJM7MKox+Al1nFJ347hWwsS2iU3WtUdfetvZw0CiS7e1LQ2hJIslGQyTS73LfrBvvyGnsj4M9ufwk0kicedt4pJmcM4pJUwyaCqoVfyYBRkMpf1HfjcSqXJicE4KRvkd9P/OKQxBavny51zXGGPP/CDS6Zn52I6ysiL2lBHBdt3+zPzpP+4ZgaXl0mGl9qDhNDRpozfnc2XDDurgv9Z7puiwnjsQaiTxyhioyTZ+ntaYGEa6a2p8MLBwbLjLmoRCZAcYYY4wxD2MkkQ4Lzq/NTg5YdIijgwhFhUzJCydNe39MwXYPwzNmxmSsinG12L2gOkodP7spDj40YbtoUiyCtQDWtLyiTvpH4uBFhzoqz1WsyGsWxsGQMup1rKuJKYk1+qXS4V/uHePOu+5KJoGNMRMfvVb1Wte1QFpN/3BMOeqQVY48CS/aHPeOxGGxrhe6VigaSS49XQ/U66AD4Stq4I1LImYoLTViGY0x/5ykQ2YIfrAr3k/lTHnSdCjOhP7RcJcoJkwf1/u3IsE+sPqvBfZyh6ijRU4UDVboNXp0IGLAXlQf96vXrrrlPrE+umfkeLm9KeLL1BXwX2fGa1oihsQMCRjqdJFg8aoFIdZ8YVO4YyTCvngevGBO3Lei01TsrHgydQVowENrE32d5WXwuoXw2oURXfPWJdA3Eg5eddtI6FUsm649+r517qb4RPUR6M/6PsUzZ8MDzRFBJjFIApJ+ZnK+qD9HThrFMyq+TCKPhKZVTfFz0rVLP5+3LAlHjzp05CpSl41+ptefHd/vo2oiEk0/R0W8Pn5uHhdddCFVVVX+b2yMMX+DumAUX6brttyJ39kBa8ZdjYqzfM0CKMuJ9y8N/mgIYEFJCObJ56XFxzJS4M7DEUMp4V3Cjt7nNIBwQVWsMbU31XuB3lOOOUuNeajYQWOMMcaY47IoXrFiBT29dyYuGokjKsXV9KkmPyXWKGZEh6tnTB0/UOmPRa5ur4WyFtQSc7TY1VT8uZWxwFa/zRW1McWkuJH5zfBAC3z4nFgs62DlLePFj5o+1YJch7KaoNLC+wc7RhkavpcZ06ayePF4uY0xZkKSkZHB0YGhZEJeThgVb9fkxyS5hBZtsjUV+fENETmkzipFC2kKsqEvJtoPdMd9SbS9ZXzKXX/WlKMx5p+j0nm9blZOjvdY9aK8ckG8FuekR7SX4sMkjAq5ZNT/8oUtUJQRr1u9P0u00Hv3/c0hTGhQQyKHnLByhEh0kbCiYY4HmiI6TOKGnDMvrR8XX+fAoe5w4epQTHFjcrroff/X+8Jl98l1UJId34tcLFpH6DqgWBoJKYo9+/TG6CTQkIe+d30PlTmwti3EJzl8tWbR9/6u+6EkE144F6YXhetGPTZvWwKrWkIEOib4fGB8mlo9NLq9Hst/PRDfn647m9rgnsbo0/n69rge6fr2rW0hROtn+Yl10DUMr5gf1zIhceqPB2OyWw6ixdMqWLZsGenpPtIxxpi/hwZxzpjcnTgNdd3X+45EGQ38/OYArKwc7/9qiPhKObFvWBuOG0Xj6tqs96i93dFD0zEU7326jmtYUK7Sy2tCNFdvjcT2Zc3NFBUV+QkxDxk7aIwxxhhzXFBRbVXl5GTyVYtimb01basYFMWM3NUYDpePro8uGaHDEMWMSLhRlJliR3SQo4W1xBhFl+i+/nIopm81faryx7z0uJ/h8a+t2+gwRwcm51aEKKR4I0WHKBv+xk2wccd+NmzY4ENaYyYw2uRqU6yOqefOiY2yrgW6jmjCUQeemmbUFL1oGr8eqDRbh786KFUflvLBR0ZhdUtswPVnCzTGPPihi8yMeCPX6/DKmjjE0mtwX3e4PF6/CH6yG1p7I7dfkaWKPFNnilwh77k/nLJJwXJFvCerqPl1i+CF9XFo9tL50TOntcDcohBf9e9nyZGzNkRZRYtJyHjM1HDOKpbsP+8Px4vcMZdURSSYegPURaWemZfMg9r8cJ18bF0IubrdzQdCNFLPjYQSRY99ezv85wPw1W3RbXPDOfFvcrXInSvH3m0NsW75U0P06uj7kwClNYuGTfTYFMumEumdHdEdo0gdfa/qtdHa5E1LQhDS8Ircv+dVxudKfNrdFa6/r2yNr6dfGlhRdKMOAc9bNIszzjjD4owxxvwDpk6dmjipJdBL6JcDW2tKCfFaJ6qrLCMt3q/kUNR+UW7Jta3ROSNXjCIvNXygzq+aPNjfBbc2xFpUtz3cE/tOCTwaSFQXqzH/Ch63MMYYY8xx46yzziInZwMdg/uS/HkdRugARdOfW9piAfyc2XHAcWhdHF5oilYTuppQVQSIOJYRrwOX58wJF40OMjT9pAz3j66NCaYPr4noIok3mtydkgt3HolDJC3QN7THx3Z1wac3wSvG9jEyMsKiRYtIk5fdGDOhyMkZHx8n+ip0DZG48pcjMZmuuAnlheugV5tvTdIrKvH3B+HyavhDQ8QdaRpSUUUSdjShLuHGAo0xDw7l6SdOjbHhpFhZIqiGHeSG0fvz9atDPBUjKdEZJxHm7Ap4zqzI8ddrT8439c0o1lTxXxI2JPRIbFGXjUQOCRY/3Q2f3Bj3rcMwvXbVVad4NYkripfRe7pi1eSwletWB2TPmxMHbFs6Ir7m2zujQ0aF0LouSJzVr/ub4Me7oX0gBBvFKMqdo2g2TULre9HHBkdCbFEfjb6X65bHukRiy9qWEFoUgyYnz4vrw7Xzta0hBCk6TbeR60WPQY4YHepJ3Lq4GrLTI75VIpGuTxKa9SP8zzPjMSr6TS4cFVjr5ywB67wKqK2tob6+3v91jTHmQfTQ1BWEa1FuSb1HSPiX0/LY8J4EmDuOhCDeMxiDP4q9zMuEj6wJF43eY4T2qxow1PuJBHy978hBqQhdvcdpn9ra2sbw8LAFdPOQsUBjjDHGmOPKggUL6O7upqm/NSnK1aL27iMR7yF0wJo67ul99UK4YU3EhCgr/tKamEC97XDElBxD07qylatMWAc6OuiQ80bCz7e2x+dq2klRICqAlOij2x0dhN8dgBfUx6GK/tw5dJD29nbOPPNMd1IYMwEPhiWw6jqhTXJ5NnQNRTyFNs86AK3OCzeeDjrV//C9nSHSqtS1fTfJ5lyHrxvb40BXh6DqxLBAY8yDR8MMh3vhbfeGe0RiyzXT4Wd7w9mi2Be5XJMYrp4QTCWkKFpUB1eKMP3F3ogAe/6ceD+Ws2RBMdy4FQ52wW/36UUf7916jSpe7FMb4dJqeMK0cOQo6lD/psnms8pDSJFIO68YPrUhpqPllt3ZBa9YEALtN7eHM1fRZ+rMkUArJ4/uR9cOiR8SieS0m1EA69piGOT3+6MXRzGsTePdefc1h2hSXxxfV9+HHEKKfdPPRVPY394BS0tDiNIwybTCKJDW96jHJPFJ1zD93PR9Sbh5XF24aDRkooETCdKXTIkhE0WxzZ1SytKlS8nNzfV/W2OMeZAubL0vyf0i9J4k4fuLm+GMyRGH3dQDI0Ryw97OGPDRe4BScOWK0WCAemnUp7ZicriyNSAk9P6lYUFdxxXJubkNtpbC9K1bWbhwoZ8j85BwxJkxxhhjjiupqalJH8051ZmJSKJ8XnXGKFJEMSU6mNBBjtAk08sWRMavJlY16arDWUWn6GBnYBjWtcCPxuNPdF+/2gu1eXH4urQsDkt0YKPD2cWlERXy+sWx6JFQ87QZsKg0su6fMSumZX+3o4c///nPLnY0ZoKiaUcd5up68OeGmHTXn+9uioNVbaQlyuggVAKOrgm6nrQPwmPq4rYq5taBrv6sg9lRnZAaYx4UkydPZvEkWFEeYqlEBHXNKP5LB1sfWx/RZpOzQ3hQ6b0Otj6xPkRRvedKZFEvixyuR3rgMxsjnrRrEGTQkfghh5wiv/7jjBBbLqqKj0tIUb+U3C3vWha/v3c1ZKdGjNr8UnjXivh+1Fvz3R0hrnx5Swi8ijjb0x3fm4QlRYwp/kyHdc+dHWuR962KwugDXTHJqnWIhj8kJqnT7md74uu+YG4MejxrDgyMO2vetDgmsnXwJ8HmzfeES+jtSyO67bHTosdAwyOaztYBn1w5GjBZOinWMB9eF3Fmcsxsboc9nfDcuSlctGI+K1eutDhjjDEPAaUjaNDnYHdcjxWFqUFAvQ+oV+yY81EOTV2TtaZ8+szYL6pf7LIp0bWmYUH9WddsvV/p/UjOUX1cK8nu4Yg/k9CjyLP+/n4/T+YhYweNMcYYY447mZmZSV56/8BdHBzvl9HhqQ5KdRCjCSZNjbb0wWc2xZSqYktkJS/OiskkHaT8x32RYf/u5WFH10GO4soUWaS89/uaYgGtiVO5aCTsyI0j9JtEmj8cjClXHRjpUFd//uxGOKrQ+ttvZ/myZVRXV/t/hTETAIkoik7SZvndKyI6STGJKhKXsKsIIk1EHjuA1eZZr3kVa/9yT7zOJe4e6gpRRqXcHQNxnWhtbaWqqupEP0RjTppJ5OLMQ1RXRB+LhBUdZIlZRfCOpfC5zZClmBc5Ywnnh6aRJaB8YFVEEepFKQFVfS865DrWD6P3ebnfFBEjJ4wivvRxrQfUZfe1bfDnw/E6lijyuGkRLfaVLTHU8b7VoKBSrSs0hKEIVUWQKYrtkupw6r5/NVxbH5E0P94Dl0+Ja4f68eQAau+HG7dA8wC84a4YIlFnnnpfJNxoOEQuF/0uR4wEJAnCcv/occr5MyUflmXDkXGXsEQXXYc0NKJ+GUWgHeyJ+33e3Oiz0X2/ck44e+5tCueNvs/KvBQuvPBCCgoKTuhzb4wxJ3NU7jkVvclgj2Jw9T4jQUVDgHJDqoNGyor+rDWlIirlYNSFW+LNktKIxZT4rvcXiTuPr4Nl5fDRdfEe8Php4dbU/rNlgCQ5wpiHigUaY4wxxjwilJaWUj93Di8e3c73d8JTxg92lGWvw1ZNun58A7x8fogzsqQrBmTJpBBhNKGkAx8tnrUYri+JKdNXL4jDnN3d8OhauHJqFIE/cxZ8XJO7KbEY1yHP1AKYo9LftTFlu64VfrkPlk2Khfl3t4/RO7SambWHkygR99IYc2I5cuRIMrmuOKX08YNfXRvkjNNEpDbL2iArRkjoOqID3iT2aCCuL1fVwDe3hetOXQ8SeTXlaIx58GRnZ1OUFYdQEmjesjgGKhp7YE1LuD0UZSYBVa+//14dr1uJMSOl8XqVw+Ql9ZCZHpPML5oLX90GVTkRKSZxVY5Xdbaoa06OGXW+yLmjThcNYeztg3feG7FkKnw+qwI2tIbQUpgVbhgdqrWvD2Hl9iMh3pxbGRPTcsMoTlX3q0jUI73wzvtiGERuFkWnXjMjYsqy0uGWhriWXFEbooycuXLrygH0je0Rc6aOHYk1L50XgrH6CtSN98rl8bPb1RnCjCa4tx4NQWhrewhKelyf3gg7O+DuxvjZXlSbyYwZM5g5c2Yy/W2MMeZfQ9fRGQ0bONAT70Hbj8L5leGQ0XuN1oj3NsMPdsYeUegarkQG7Rc7+iMm981LoaE7rvtKX1CHmN7r1I0ot6jc3Yq41LW8o6s7cdHofdOYB4sFGmOMMcY8YsyZMycpTewb2ZyUAMv5ooPV5KBVNxiLidW6fJKs+6eOH5JITNFU0huWwrd2RNa7hBwdtGgqNlOnHGMxLXsMFQi/fEFY0HVwpLgVTURpwf3E6TGJr0W6DoUk3vx6X0SPqDj4ot7DtLS0cPHFF5OVleX/IcacICSStg0MJ5FKiv5RdFDisGsIofbCKrh4CvzXAzFlL2edyrafPCNur8244il6RmBWVhyiSozNSYfCwkI/r8Y8SPTenZ8O39g/HusyNu5ySwkB9OpaePL06H+ROKMDLUW+yOmi/P6yLKgtgA+sjVhCvRfr13XLordGIsrQCGxsha0dkJsRjpO+kRA4dBh2XsVfu+Z0gDa7GK6sgerciDVT/NrnN0dsmQYv1F+n93Xd9sc7QzzSFLTibIQEGPXb3NEYU9ESfFZWxpojIyWiyCQK/+5giL/tffF9ShiWG0guGHXRfGlLCEDf2RlRaFrHKNJNXXf3NIVQLDFKPTb6Hp4+A3Z0RofWzQdj7aI1z7Nmw+yZM5g9ezYZGX9TvGeMMeZfori4ONkT/ulQ7Af1PrG8HH64M0TzhZPifUaxmM+dE0N/7QPh4JTDU4JMW38cnut6rfWl4rXvOgKzCuPXXYdD7Jd4r/ebA93Q1NTE1KlT/ayZB407aIwxxhjziDJ9+nQWz65Lym8Vb/KdHXGAoT6Y/Az45IZY7GqhK5u5pksV9/GGRXHQqlMURZFIpJGbRvnyOoypyouItG9vjwNcfY4mozJT4uPKxtd9aXpVpcUqdtQiWrOpOrTtGIwJWuXNf2Ij3NswxO23305bW5v/hxhzgigpKUle94o4lFtOB6PqkVKhtl6880rh3saY3Jcr5v7meP3rcFQRhrq9xF0dmOpAWUKsiroVjzimGxhjHhSaBFY8jF5buenwlqXRvaL+lCRatClivTQ0oeGLdy4L4UFDEnpvV+yLImauWxpOmIOd8ONd8V6u160EEYmuX94KuWnwvDnwoZUh+Mj9KmFDrhnFkurrq8dOvVPqoZHDVgdicr9oGEPOW4kq9zWGsCI3y74emFcS1wG9988ohFfPhyfOCMHmbUtg5WT46tboKJCb5s7G6L+RQCQq8qJ/R1eOwgyYXhDrBrl35M5742J4zuwQW7Sm+NW+iHzT2qOmIA4G93XFz0jilL7vi6vh/WfBJbXpXHrxRcyfP9/ijDHGPEwoIjI3IyXpIVRygtIWtCZUJKX2f4qZ1C+5r3W9f9zUEOAl1Os6L7elbqdeMDlIFa2p94B7GuHqqbCkDDa1x3uKkLCzXoMGW7f6OTQPCTtojDHGGPOIoriOBQsWJJNFl1T38UBzHPLooOWuxsiyVxGv8oE1XbqlPQ5jlAuvEl6hCBE5aD6wJhbZT58VE6yaptdhrcSdPxwKAeiNS0ki1dQ9o0MSddWsaopJVsWvqHx8/3hUkr4H3U7TuDqE+cHWfrp772J6XS0LFy505JkxJ6C/SjqKhNQf7B4XWoCf7Q2XnA5b1TVRmRvFrUKT+7/bH4ehijtUbNDl1bDxaAi0T50ZsRTqtzHGPPhDrrTUFM6cPJZEuqjPRQXLOsSSmCHhRWKL3tMTcTQ1okYV5aX+GA1UJBGE4y+7nMyIidFh11sXyy0Xztby7HhNS+yRw1UHZZpYlqgq54wcs3rd63402KH3bw1qaOL5v++PPgGlgimqRq93xZLVFcRttZbQdPQ10+PfFE0mASg5pDsCl1WHcHJrQ6w9JKZIgNHj1H0ICU5asyjWTY4ZxbIpAudGxb31RwSjevaGxuCeI/DYunDyKIpRPxetLTSprUM8RbDVVlcmjhl1/BhjjHl4SU1NTRygDT1DSVSu9pNKYNCwgYR9vS/Iba33Gu0tbzkYgwe7O2FNK0zJC2eM4i51O6H3qX3d0U2j9xI5cOTOUXSnBPv+YfXSDCaDQI6pNA8WO2iMMcYYc0IWy+eeey5X1qVy6RS4+0gcgmiqVUWLBZnQ1As37Y/YIuW1LyuLjhotrjXNJJt5TmpMtioGZXYRbGqL0l0duKhUXNOs1XkRafTWJVEqLtFG96voEh2kKK++pT8Odz6yDq6ZFgtxTf6eUR79NXdtPsCtt97K4OD4CbAx5hHhmMtFB7Iq1pZ4qg9pilEbZImqcs/ouqCYJL1mheKOdG05dhisa4oiKtShkSm3jR00xjwkdMiksmWJpedXxUGW+mMO90VUqUQaxZJKEDnUC/91f4gZcpEsKg3Hmw7EnjwzBA4NXEgY0cDF+9bAA02wsCQEDLlg5KTV5+u1r8ELxRKeVwUjYyHeXHcvvH8VSVyqDtPkrBkcF4aeMRNeWA8XVIVrR86Zj62LXhtFnymi7fKacPlI9JWjR5E1/7EqxJSzK+Dj58a/KQJNgooEFk1QH1uDyG07Ne+vMW+KZZM4rClqicfqvNIgiB7fE6ZF54FEnour4Okz4anLKrn8kos444wzLM4YY8xxRAKN9oNKULiqFh47Na7leq940rR4T1EMp4b45KJRDKdQJ6q6TTVIsKsjkhw+sxG2tcc+Ua7PS6rj2v/4uojsLM2CKfkh1PT09Ph5NQ8aO2iMMcYYc0LQQc+ll15K9l138asdvYkd/BiahpfVfE5hZMSrKFiLan1Mh7DKmC/PgcdPjzLGG7fCk+piolXTUEd0WJQWi+g3LPnr/Soy5V33QXpKHOIoDkUL8RfVwyfXwa6uiFKZVRylvTpUyU4NYej5c/rhL39h2bJlTJo06YT8zIw5HdEBrXplzigLMVWuGB3GSniV604HqIoiUqeD3HTKBVd/hTbfKvCW6Ks/a9L+9YsgLTWuJXbQGPPQD7mERFKJn4tL4Vb10RCHVxq0kDChf1MXi/7+wrkh3ui9+WXz4evb4z1YnSxysun1qWLlr2+LqWb10MjlqpgwdbdoAEORpXLCSei5sDK6btQlo9exppt1H/pcOXDU46LBComweg+X206DHoogU0/Az/fG19X0sw7V5AB65uyIP1Q8oq4xurZojaDrxpnlJJGs+n7kxtXjePf94cA9a3LctwSqH+2Cl86DPx6Cj68PF0/HQHTfSVQ6c3LEmMmJpNLqyspK//czxphHgBkzZnBG46YkenJaYXQUXj4l3Jq6tiuuUu836kvTEEL+uKOmtQ8aeuLar/c5DQVJ3JForxuq01R/1nuBojrrS+M2j6kLR01rayv5+crnNuafYweNMcYYY05opv1ZZ53FVdMykgMYTS79eHdMqWqSdmcn/HIv1OVHvq+mnpRNr8X082bD4kmRa69+mp/vi6l6RZ28dmFMMOngVotw5d/LPfOJ9TFRqwgU2dDnj3+N5GsPh3VdYszujjjcae+HLR0xqd81DN/b0s9td9zN3XffzfDwsP/nGHOcGRkZSbK+9fq/ojY+pteyOmi0iZYrRtGFY6OQkxYHqprSP7s8bqeDUYm1W9vi9jqM1aGsXt9dXV1+/ox5CAwMDCQOl7fcE8KHDrDevSIcahJLNEjx6LqYNpYLRa/ND64NESdz/PUpZ6vem+VI0Xv2L/bE+/YxcUYCyfd2xRDGS+fDx86L92BNLitypiArBimSr7084mkUt6a+GcWNyfWiryERR+XOB7vhfavCjXNHY0Qfak2QpkO4jBBxdLgmcUaRbFo/KJbtv1eFq1ffn6Lb1E0jYUpOGDnxhOJvFNOmr6l+AwlRmqaWw0jT2nLuyKnzvEV5PGblIi6//HLOO+88izPGGPMIUlpaSk1evB/s6Ij3De0H1W0ml4xcNMvLI8bs3IoY+DvcAx1DsKE1BH6tHS+qIuli06CPUFKukhzUjdjYF/G6SnxQqoO+jgQaYx4sdtAYY4wx5oSiyaKzzz6bgcE72Nga06kqBP/TQagYjMVzUQY0jsF3dsS0rBbDH9sAb1wUBzrHMuJ1EPTEaTApOz5WngvPmgWf3wRf2grPmhml4p/dGAcxmsDVQa0md3Uoox4bTfh+cUvY1j+5AZ49J7pwdDst2vU9LGtvpavrliSmzZNRxhw/Ojo6EhfMtPyYLNMhcEF6TLgrBlFxZTrM1XVCB7YSZBU7oUnG1JaYYpdzZnt7/FmvbcUZzimG9vZ2P3XGPAQmT57M2ZMPRO/KYAgxk3IgPx3eshS+uR3uWxOOGL0Gr5oagoicLQe64HMbomtGr2MJNlJNFSmmg7InTY+voY4YOWXkjtME8rNnx/u5ipslgKiH5hejIbAoSu3RU2NY49s7/hp9pmJnHaDNKw6njPoAdKimHhqJKfr6ilDTWkHfs64NU3Lh3qb4XnRbHbbp2nNPb6w7tDaQwCt30O518PZlITBpiEQxbhow+eGu6LBZUQYXTUlNhlDq6uqS6W33EBhjzIlBe7Xs9BQGR8f46R54wZwYytN1+5jgrkQGrS3/ciTidHUt13vBC+rjfemianigJW4rUV9DQLcrojsT0tV9BqxrjZgzDSNoLdrQ0MCSJUvcYWoeFBZojDHGGHPCKS4upn7uHN42tp0f7oYjvXHgIjFEwsnH1kf/hA5tXrYgJmGXT4IPq3SXcLpIgKnNg9sPx32qIFgLZR3qTMqKnHx1VWhqSgcss4oi7ug9D8DyoliETy+E9W0RWfK+B8Kdo4kruXEk4mhxrsW7DojaBwYZGv4LC+bPTw5gfPhizMOPep90GNw5BB9aF1ETBRlROq6DV71mFamkotZXLYwp9s9ugjcugS9sio2zYs/euyquD4o81PVD8USKGjLGPHhqamqo3XkgcZ/KHSLni/4sgUMoLnRPR7wfK+JMgqlcJ6kpUJsPB3ri95fWhzhyT2Mciul1q9fo1bUhbuh271we/XQfWhvRM39uCBedppP13r69Gz68NkQTvX/LvbOgGO5uCgHmiikhDik+dVVzTD7rvVvrgPMqIirx5QvgFfPhdwdj7aA4xQeawyXzqgUhCKmbTpE2ctDoYUoQ0mPS0IaizXS4p4M+uXwk7kwun5T8nKqqqv4nEs4YY8yJQ3u0jIwM+oYHk42jhnpubYjOM0WXKTpbQz4aBNJ7j4QbDfdpvyiXjP6uFIdPbYThEbhmWTgwf7ArxHu5uRWdqQ62j47vTeUG1dCg3Nra5xrzz/CKwRhjjDETgjlz5iQHpmMpq/nBzjGuqIG+8Rx4iSQ6jFXEidBh0PnVMd2kxbEOUF48L5w1OuhRRFqRSsEH4AtbYOEkGG2FXx8IoedYya8+tzonPk8HTVfWRFRakqE/FnFqcuXIeSNhZn9XTA3rQEjFv9/aOsqjezcyeetWVq5c6aJfYx5mSkpKmJzbxEvVMTEQsUOaglfZ9nvuj4PUY9cEbaJ/dyBEGcY3xyoW18Y5Q7Fm4/nhij0TWVnjY5PGmAdFYWFh8vpSHJlcJe9YFrGkEk5vWA0pqSFiKM9/69E4sLq4On7p9an308fWhXtVooocroo/u255RBNKQNHrtncwIsIUaaaIwsZ+2NsNG9rhzLKIEXtJPbxvTThltBaQa0fiy8b2GOyQo+b3B+KATLGoM4rgrUtDrFGfgL63/3oghjY0sKGp5xu3xECHRBoJSBJ4dLnQGkK/NDyi710OW01hy4mniLTSooLELaNumbKyMv9vMsaYCUgiro/Bvi6oyIn3K60pJfBroEBrSyU56H1JQ3m3NUQE2syiWE/KjalIT7krdx2NveGP5ZxMj6EEdai+bnF010jMUYS2nOAWaMyDwQKNMcYYYyYMmjg9a8UyRkdXJ+KJFr4q3lUG8NT8mJodGo0F8Oa2ODz5ye64naZXJcqogFj581/bGvEoiiVTgfCWdnj9Qvjajog40rSUpuifUA8/2h129m/tiMg0xSAlZcbbYrpWIo+EmS9vjanaO45ENvGTZ8T3l546zPDwHSxevIja2lq7aYx5mEhNTf2fCXwVf2v6Xn/W605/FpqCVASaRFW9TrWJVn64oow04a74oYunxAT+L/bGYXEyNakTY2PMg0YTyOnpafQOj/CDnSGgSMDQ+2dTfwgzz58bjpJPb4DHTQtnitwxx3qjZhbCO5bDqib4+PpwwH5vOzT0weBIHKCp8+3nu+HqqfCMmeFkkfNN6wD1UVXnQ05GTDC/aRGsbg03jQQTfb5uL3dMQ3e8f+s9/70PxHCGrg8SeO5ujJg1/V3XBHXQSOCRE0/T0hJxfrM/hCM59DRxrQ4Cve/PLdaBXCqzZ89O1i2OOjXGmIkf0Xlh9cEkmvLMySG2nz2ZJF5bSQl6f1B6g9aPGgp8zux4j/v9QXj70vi4Bn605/zuzojb1XuGBgz03iW3pxw3it6VgK9eGg0AtrW1JUkLxvwzLNAYY4wxZkJRXV3NWStGGWMt//kAHOqB1y+Gn+2OXPnNHRFDotLGX++Dp86MqfmPrA/xZGA47keHLkL9Eyr6lftmfTu8fD58aHVEqLx6YdxOrhsVG2tC6jMb4ZxyqMqLIuKtHZE1r8Od1oGY5r1sSvTVXFYDjb0RhaZjqrb+9cxpaGDx4sXk5uaeyB+jMacEx0QUOV8kvkh00YFwQ29MvctlJ2GmKD0m4/UxTUZKtHn2rIhC0zXgubNDoNk/vumWUDMyIk+NMeahRsV0DcKGLnjOHFgyKQ6lJJBI+FB327QCWDQJ7muC584Jx6oGHvR++aFx14vex+V80eTx/S2wtCwcNTokU5eLDrnWtYUjRq9ZRaopgkYCieJPbzkEpZkxMHFpTYi039813kNzTzh0dF+KYJO4osln9dk9b0502mzrgOfPiWuJomwk0EjcUaSiHDKKT9TXa+mL+9JAyKTSEiorK6moqLAoY4wxJxFFRUVU5x5MekXnD0WH2HMWw+c2xbCfhvnKsiJWW4ME2k4qylKxZZ/ZFIMIek+5sDrizm5YOx7d2R3izbH4TQk4GgpYVh7vZa2trYyNjXl4z/xTLNAYY4wxZsKh/PYjR47wrpEj/HRvTCydMTkOVV+zED67Ae5rhmfNhpUVcfD6vLmxgNYByy/2xIT88rI4YNHkrSLTNrTF/Y+mRKmx4launRvxSBJxFMmiiagNR8Oyfl5liECyvOuYWPf18Q1w+ZS4/ZrmmOItTw0rvA6FN7W30NR8CzVTqlm6dGniADDG/GtoUys0ragJfB34PtAUcRR6DervcsmprFWHuW9ZAp/dCH1DEUMo8VVRTHoZSuSpL47DYd2rBRpjHjqzZs3i6ratidj5lwb4w8EQQPWakhiiKLBbDsYvHWwd6o44MdlnFDOmiWIJrU+fGX+XaCPBRXEz718dE8yXVYe4+ualsKsDvrI1hiMknpxRFmKNLg3qjNt8NCJojvXILS6NiWcJt4+fCgtK49+bemF+aVwfFJ9WlRNxqOdXQV0+/HIfbDsK390RDhl14ZTlpiY9Mootmz9/fhJjZowx5uRDsba5WekMjw4nDsnLa2JfJ0FF60l1lyodQcNAEl0+ujbeu+QIVS+NnJRyVG7V+0ZFvAdpn3lvU7x3vGVpxGlqGEEfF+kp0N3bn/TQKCLUmH+ETwyMMcYYMyE544wzWLG4nqfNhF/vD6eLpnbFWEosYhRzJnTgKnv6GxZBxwA8oPLfeTGR2zMML5wLv90P24+G20YF4ioaf82CiETTwZIik/Tvr1gYB7o63NHHlDOsfpqXzovPefPiOBRq64Mf7IYXzAmLvGJcNNmrr69ujNU7G7jjjjtob28/oT9HY05mBgYGks2zxBVN5Ou1KjHmsdPi3xv74AL10IxF/JA20tpQ6wBXU/s6IFZPjQ525bZRX8Qx+vv7T9jjMuZkHqDQ0IKcJa9ZBE+ZDl/dGu+JOvT69Ea4pyly+iXKyHkql83blsBrF0UcqVwsv9gXkTDJa3MYHjUF3r08DrQ0bKF4stsb4K7GeG2rm0ZuF/VQySWn6eQPnhPv/XLh5KTB1TURV6a409ctgj8disLmqeM9dhKQ3rkCpuSHa+ePB2PCWS6ccybDR1bCtfPgmWfVcvVFZ3PllVdyxRVXsHz5coszxhhzkrs/lW5wzIW9fBKsb4n3Mq0XP7A6oq7F25ZGdJkcM3njtgYN4T1zVrxfaV96TkVEpW1qi9vI9blsUuxNFcetRAaJN3J3b9++/YQ+dnOaO2j27t3Le9/7Xm655ZZkAlZxJc95znN45zvfSWbmeHOnMcYYY8w/mdTVxFMK65JDFB2warpVUSSalJUwk8Sp5McCWAJKblocyt58MKajfnsgosqePRs+vSkOb7SIVv+MDndVcvyBVXBvI3x4ZUSuSAiSU0e5xOqj0SStIs9mF8H9zfDKBRGTdrA3poHl4pHVXaxpjQW9SoZXt3TS0n4nk4oLEsEpLy/Pz7cxD4Hu7u7kNVabB+tbob0v4ol0eHuwO17LEko1Ca8scJW8yj0nN5wm7yW03tIQPTSKVPrC5jg0ToNkotEY89CQi6QwP49RepL4F72PqsslIw3uboqYQcWS5qbDz/aEcKJBifeujqnimryILn3D4pg2/u72iJpRrIycboop1etaUxg/3g1nTY5eGN2fuuWE4sn0nqyPaT2gQzN1BXxgbRyaqetGLlkJQroOfHVbTD4rxkbXAX2e3LMaxijJSU1iy+SS0S/HkxpjzKkbm6tIToksn9gYAwNKSHjiNDi7MuIuFVu2uyu6yLT27ByK95eRsXBqKnVBg0JPnQEDo5HyoH2f0hok9GiIMDcDnjQ94rCPjg8XGnPCBJqtW7cm//m/+MUvJocrGzdu5CUveQk9PT185CMfOV5f1hhjjDGnGLW1tUlMWErKmiT+RLEq6oS59VAcxOqwR/Ele7tCwHnXGfDJ9ZE5/y0NLI2FC0YRSdPzIx9Yh0Oa6F3dEjFIOsTVAdNH1kWPjUrIB4fj4ElTUeqh+ea2yBz+9s6IQ1FiS1l2TFTdOT7hq8MoiTg6ACrOjE4bFSlX5nXR3f1nFi5cyNSpU51DbMxDmHhU7rc2xcr43t8b8Ui/OxgRFColV1b4fY0Rs6TJ+P94IKIm1FFxpD8OaRWh1D0cE5ESYxXLpPs2xjx0FPuVnQpvvgcWlsDz58b74XtXwVnl8LF1UJ4DT5oW4ojes+Ve++Ve2HI0xFa9h+vAS2rKtMI4AJNg8uJ58bkSbRQVI3HnE+vhGTOj40aTy+9aDt/eEZFoev3LwfqUmTHNLDeP3ru/sQ3yM0OsUW+c3pMXlkJebjY5OTmUl5cnQxMaJPW1wBhjTn2qqqo4/8iOZMhPYv5Ne2PftqMTlpSFU1PDfdoral+pgbx7GmM/qfcf1SLqPUX7T8Vka5ZgZFzgUZymBg3SB+BRNTHkV5kTQo8HgswJFWiuuuqq5NcxZsyYwbZt2/j85z9vgcYYY4wxD4kpU6ZQ39nJO8d28bO9cZCjhfWnNsDbloW4ojgy9U8oT1ir55fNg5/vJSmD/Pj6iCjTge7BnphsksNmZNyC/rL58M3t8JQZ0TFTkvnXPPo3Lobv7IwD4hu3wOBIWODlsPnG9vHJ3S748c44FPrwOZFfrPx8ZduXZEe8Wkv/GJf1bmDWvn0sWLCASZMm+X+BMf8ETbMXZ3XxxBmprG4aTUQalY5rwn5bO5xXFa43Td6npMYBsGLOFC8hV92krLgfXTPksBMSVRXRlJEx/gFjzENi2rRpXN66ju2dcKQ33n/1XqhpYznZ3rUiXn96z2zqg89v/OsUsUTVHR3hdJWg8pip8fqV2PLE6dE3o9fwc2bH++2L66FtMIYkpKnq/VXTynq/VhfAD3aFmzYhBeYURy+VnLO6n5KSkiT7X31W+r7z8/NpbGykoqLCHXHGGHOaRXRWb9uRpCFIbNGg3puXRDSnek713rF0UsRfKlpb7yGzCsOFrbhNxWE290aP2VvGhwWHj0TspoYF+oehMhd2d0Skttartx+Bru6eJFbXPWbmhAg0f4+Ojg5KS0sfyS9pjDHGmFOEefPmUVRURGbGWn6+ezSxp2v6VgvsOw9DfkZYyV8yLxbHm9pjoumuIxFtIlHmzPJYKGuaV7Foii/TbTR1r8/R7a5bCh9aA7d1wvvOhKKssMI/ti6yhTUxpUW4BBvd358b4Omz4O7DkXEvwUcHSurNUEG5DqnmFcNcxaM1qdS8k8vb7qYoL4tzzz3XsWfG/AN0qCrkzNcGWcKKDmcVeSiHmiYZf38gyl3lXDvQE5P8TT1xUKxrhPLBNZGvHhtNR8rtpoijY/dtjHnoh1zlO3cyNb+Ha6ZH5r6iYSSU6PWo6WJNIEtQUUeM4mA0sSwRR6/FX+2NPikJqYo+03tpfdFfHbLrWmIAQ+6Z2w5DTX6IObpPva/+cAcUZIWbTodrZTm6LqQkZw0SY+TwkRCjaWk5cP8WXUuMMcacfkggycnOZHR0MNkPziiM/aEG9jSU99TlEXnW2hfvK+qlUa+h1o2vXxSOmQ+ti+QFIXfNC+bCD3fH7VaUh6ij+9b7m1IapuRCQw8cOnSImTNnnugfgZnAPGICzc6dO/n0pz/9D90zSQnowMD//L2zs/N/FlHHYyF17D5Pl0WaH++pi5/bicO/ez3xdfD4cjq9Vk7Vx6qc+JXnnENa6n38du9wcnjzqY2wqPSvi2U5VxRjcl9TTDpdWhMljRJOdJCkQ1whB40OjiSwaBGtwx9FH0lM0alvRgp8dhO8fH5M6CtjWL0WpZnQ3B/lxsqwV7SKhJeM9BB5LqqGj66Pxbwi066sJYlokptHUUuyzL/rfmUTD9A38GdmTKtL4mAfSkffRH5+fR2c2Ezk/zt/j2Pf520NkQuuqAhN1XcNhVhzTKhVFOGOo3FgK6FV3VPqm1JJuF7rikeS400dFFfWRJzF8PDwSfNzOBWf21P58Z4O10GJNAsObEuGIRQNo5iXn+8Jceb345PDS8tiiOL9a+K9UPFjcrzqvVgRZe9cDo+fFp+3vo2kG0Diqdyo9cVwpC/eM/VeLRFW080SgSS6aD0gMaagoCA5dJMg8/eiyv7fxzSR/98cD/x4T20m8vN7OlwHT1ZOp8f6t49TgzmJiJ/akqwr37o0XC9yeErL1xCeZneGgafNDEemOkY18KP3npv2wRnlEbmrgR91r2mAQPehLkQNGOhLKd768inhytnQGuvXWWV7mD59+iP6eE+353d0Aj7eh/I9PWSB5u1vfzs33HDDP7zNli1bqK+v/5+/SylU3NlTn/rUpIfm/+L666/nv/7rv/7Xx5uamujr6+N40dzczOmEH++pi5/bE8+/my/q6+Ajw+n0WjlVH+ucOXMYHd1Kz9Aoq1rgdXUxHf+VbeGAUQawDnYk3Dx6asScafJJFnYd8H5yQ8SsaFGtmKSGXth+NA59FXGmz9HBruJWPjVeIqnoJMWjvWM5fGxD/NtnNkVMy0374Z1L4ef7In5Fh06KdNEhsMQZRa3o62qNJheAJvzbB1SOPMaytr3M37OXgoJ8Zs+e/ZAiVybi8+vr4MnBRPy/8/cYHBxMNssSUtUf89mNsUHWYe+W9oicUL+EJvTXtMLrFoW7Rq/pFWURUyERR4Xiuh/FLS0ui9emNk1Hjhw55fonTpbn9lR+vKfDdVBDBfUlcP2q6F9TH5yGEJKuqO7ohvvN/sjzr8iBgeGIJN3bGbFk6piRMJMMV6TA8rK4X703nz0ZMtPVPZeS/DrWF6PuGEUT/u1rVq/j3t7e5NfxeqynAn68pzYT8fk9Ha6DJzun02M99ngl+klwkSijCGwJL3K/XDAZnjw9BuoSF82461rvNtMKojttYxtctyx6TtVzpvWn0P5uNCXishX7qcGhvd0xaKChA73PjYyMJPGaj/TjPZ1oPsmvgw9ZoHnTm97EC17wgn94G/XNHKOhoYFLLrkkifC48cYb/+HnXXfddbzxjW/8/ynkKgaePHlyonI+3GgxpydQC76HchhysuLHe+ri53bioI3jv4Ovg8eX0+m1cjo8VnW4jI7ensSNaTGtKVxN1memw5NnwCc3xt+1aJazZWdHdNS8+/6YyH3VgrifPx2Mg19FoX1vJ6ysgDMmxwHToe4oI/70hnDPvGcFZCXRSDCrIISYN98FAykRxaKFukqNL6yEo0PReaH7lN19ck7kESv67Nmz40Dr1Qsj//gDa+A5s7oZGtqciE/q3PlHz9tEfn59HZzYTOT/O38PbWg1lbhkUvTOaMJeYqdiJBSr1D4Y7jdFU2gTrfgkOeIkqmrz3TUIy8rj8/QaXTZ+CPy315FTpYvmZHtuT+XHe7pcBzdv3szUgpHksEqvNwmgl1aHY+bdK6B7MKJfFD24fzfs6wnBdFYRnDU5sv2n5KlrKifpm5KrTe9/epz6GR4P8XQi/785HvjxntpM5Of3dLkOnoycTo/1/328OjA/o7ErSUfQAIHWmBoWOOai2dgOT5kOdzZGrObVtRHJefMBmJQdMbsLiuGneyNBQT2jTf2xz9P7mmI4NYTwhGnh6lYMmhw0g4NDSSfaQ0lMeDge7+n2/KaexNfBhyzQ6AHr14NBzhmJMytWrOBrX/vaP/1BZWVlJb/+X/R5x/OHfLzvf6Lhx3vq4uf2xPPvXkt8HXxkOJ1eK6fyY1UfzZVXXknZqlUU723h+xJCMmKqXgvj8yrCRSO7ukqI726C7IwofdQBrnKFXzY/Ft0ScXSwlJsai3H1y5xXGeKKYpL6RiLmTJFnT50Rrph1bSH0zCuJOJZPb4piSU1h/XhPxKzJ1aMD4cHRWPxr8uo9Z4SDRofMyRcfg44B+M0BuKd5gIuPbqA6f3NySLVo0aJ/eEA1EZ9fXwdPDibi/52/h+Ioekfida1D3obu6IySS0bRSuKj6+BAdwg4H1wDh3oiEkmTjF3D8W+6jdxtKhVX9KAOiZ84SlLa+vf2HyczJ8tzeyo/3tPlOrhkyRIe17uauxvDsfaTPfDj3fEeq/hPTSmrH04Ca1EGnFcFhdnpySGVemJ0yFpXV/eIHFidDP9vjid+vKc2E/H5PV2ugyczp9NjFXqsihnbtm17kmQg5MpWd+hXtsLdR2BqfjhfNEgnJ82iSTA0Ej2nc4tj/3h03MClWGu5a96/GooyY++nCOwrppC8L2pAb0Fp7PvkrGlvb0+60R7Jx3u6Pb+pE+zxPpTv57h95xJnLr74YqZOnZr0zkjNUoSAfhljjDHGPBxo8v2ss85iZX1NEksmIUULbOX+PqYupuYVRfbTPXFI+53tEcFSkgUvqIcvbI77kaCyowNesRBq86LM8bs7I77s85sjbkVFkhJn5IKR7V2/y1Xz0vlhj3/Xsui+aOoNkedJ08NRo6JITVQpO196jIqU17fE1LCiYH69H16zKD73CXXxsc9tGGHV1v3cdtttSZSDy8zN6cix//cqEH/b0ogeVC64Xo96nSrz+/yq2Fir8+kpM+DVCyA1BZ41Gx5fF/fzonp4+ngvq6IpXjovxBp9vhw6xph/DR00TSnJTd4ry3JTeOe7JhYAAGmNSURBVMX86JfRWMGGtpge1uvyRUsLecbSSVxy3tnJYMXZZ5+dDHEq1vNEiDPGGGNO371jYWFB8ufG3ni/mpwb/3ZrQ7hndKaudaL+TYM/16+Jfz+/Et6+FEpywk0jwUada1qX6n1QrlHFm108BXZ3wupmeEwtzC6KKN59+/adwEduJjoP2UHzYPnDH/7Azp07k18qEPxbfMhgjDHGmIdzMkVOk6GhIV6V2sjnNke3jKaW5FypL4peiv94IBbQ+vjMosjBV0TZ9avhjsPw4XMivqxzCF69CFY1R1yZsoMvq4HiTHigGd60BH69LwQaHQzL4CLnzqHeOIha1ww9g/DlLfC8ueGUae+PKDN14ihn/y9HQuSRjf5RNWF912GxHADnTIY/Hog+nflN3VzSfh8VRblJrIMOs4w5XfjbYk1tlvW60+v3gmr4SwNkpEdE0tpWyE6L1+Iv9kW8mcTZ3x2CKbkRK6iPK35CQqhyxPVaGxrjlOufMeaRRK8fOWCWHd6SdKop+kUHUYo3y8pISyI79d5lEcYYY8xEobi4mKLMLr69Ax47Psyj1aBizrSP1BpSQ3/nqsu0Fn6wO3pk5M5u7IeMNMhJiaE8rSnfvixSEn62NxIYstMjUUFR10pcuK8pUhUuntJ6oh+6OR0FGvXU/LOuGmOMMcaYh+uQSAMhikx5Y/qhpJhYkWV1+XB/c4guZVmxeL5xMzxxGnx7J5xbGfZ1HdZ+aB28fD5kppHY3rVQz02Dw73w9a3RG/P7gxGHJoeMBBu5X3T/Z5TDbQ3RcfGo2ohTqx+3wWuS6tMbY6Jf1uXfHYzuGblovrQ1unE6K2BqQdyXSs+fPSeyji+ogj8chOF9vTyqbVviRJYYdTyyt42ZaPytu0WTh4pN0mZX/PkwzCyILHBFKamsXGhisW5c8FT/zLE4QU02FmfFa1Tl5ZdMic2zOi+MMf86EmAW7NpFceYgVQXpSYKGRJu8vDz/WI0xxkw41HkmJ/bv9sMv9kacmSLIavLglfNhd1fEdY6OxTpTPWvqV9M+TbHWis5WMoP2gYo2022mF8IDTbCgJIb02vpj3aqOxIqciN8dGR1jYGDglIvWNQ8PEyuczRhjjDHm30B5+BdecD5PmZv9Px+77TDcdQTetiym7+sK4MYtcWj7xc1xUKtOC8UhfW4T5KTFgvuX++Ddy6OPpjIXrl8bk/g3bg0XjMST+SVRdiw3jUSbwRG4tCam+XVg/I7l0TEjt0xWKswoCvFHqHNmekFENX1qQxwmKwc5PSV6ayTs6DBasWerWuBTG+Enmzr40213cPfddyc5xsac6gKNNscSS3+4E140Nz7+p4MwUxplCuzrjteoui60CZYbTZGDyv7W61Qf/9OhiEnTa1CxhOrEkMCq17MFGmP+PeSOueCCC3jsxWdz+eWXM3/+fIszxhhjJiwFBQXUFoSo8vpF8IbFEVkmt3Z+5nhKwjzY1RmpB3KGnlURQ3Wt/dE/ek5FpCNoL6fhvzWN0D8K69vi37QXVHLCc+bAzs6IvZZI09LScqIfvpmgWKAxxhhjzClnWz///PO5Yk5x0k+hfOEnTAu7uQ5u1QXzrFkx2STh5MKqiBVT4bgiz0ZG4d5GuHYu5GcpmhUur4GXzQtRZ08nXDU1BBod9l5cHYv4ZBp/LCKUdBh8y6HIIlY3hqarvrcrBCBFpqngXNNUyupX8fm7VoTY0z4+8S+Xjjpv7mmE7+2MryVnjzYEmvL64YZ2Nm3fzX333Udf33hTpTGnGBJPNH0o55s20SXZ8Xq84wg8dWZMNiqe8Gnj/TK6nV5TEjn398AVtSHQ7NXk45R4DUmsefIMyEoLgcYdNMb8++Tk5FBeXp64WI0xxpiJTEVFBcU56ckAnvaHv9wb+8GhEWjpj8GgqfkRdXbnkUhe0P5N4oxirT+7MYbrRMdQdM6U5cEkdZzOjWE8iTPaM2ovKDR8p32jBRrzf2GBxhhjjDGnHNnZ2axcuZJ5k3OSLHyVFR/shhVlcPNBqM4Lp4xEmm9si4gy2ddlUVeucEYKfGUr7OiIg2EJNjrMlaNFh8LvXx1Zwvrz8Eh01awoh/x0+NDaEGk0ZSWHzgvqw7lzbX0IQUd64lD5ObNhWmGUUAoJNVrYK//4vavjYFkxTvu7Ix9ZB9MSdZ4xK+LUVFj5m80t/OmWW9iwYQP9/f0n+sduzMNKV1cXXUPxmrhAcYSjEVeo+EDFEsqxJtFFoqaEHG2eFWGmCUX9u5xzEmckxuzvCjebNt1T8mKy0RFnxhhjjDGnXzR2WVlZsj5UJK5idC+qin3g93fC1bVxO+3z+obhy1sjtlq9NNrTPa4OFpZCTjpcVRtpCNon6u8SZLT+fML0ZNmZpDKoA3VSTkoi3Bw8eNC97ObvYoHGGGOMMackaWlpXHrppaxcOo9nz05JbOhaOCsG6Wvb4Mkz42BXhY/qn5EAcuuhcMGcUwlnTYaf7I6FtuKSvroNXr84eixeOCf+rkX7DevCyv6U6eGAedfy6L9Rd43KyqcVwFnlMbm/vDyKyuWq+cCaWMDLXbOqObKMJeLo68vJowNn5SEvLo3Hoyg19dPcPB7vJIFJgtG3t43x6zX7+MMf/pgINXYEmFOF0dHRZHpRmeC/2gcfXBtdMsoG/+Ca6JvRa1B/vr8pBBe9ZiXGaAMth5w2w4o0++MhWNMSm2uJm4qvaO6DhoaGE/0wjTHGGGPMI0hpaWkyhKd46erciDdTXJlcL7cfCUFGfTN56fCkafDk6bHv0t5OvaEa/lMvjRw2ug/tG+cWwZ8bQpjROlSDdYrA1v1+dctYslYdGB6js7PTz7X5X1igMcYYY8wpPSE1c+ZMLjj/XJ5Wn51MSsmerql8LaQllmjRrMiz9v7onXnZfLiiJiLP3r4MJudGz4Um+NV1UZULzf0hosjmrgg1LciVWSxRRYsrRZIp6GVHZ7ho5NCRo+buI5CbATX58JJ5sKUdGnrgW9vh+XNiwa8YNU1w6evkpsX38b5V8Xd9vkSd586Jxb8ykZ81Ow6l37ca/rJxH7feeisHDhzwdJY56cnIyEheU+dVwqsWhqCqzfF1y+AZM+M18NYlET+YmhKxZ3KYpY5HGepXSkq81hU5odfV5VPgLUti0lHOHAuaxhhjjDGnn0CjgTfF5mqteP3q2GeJR9VEL01JVgz3ad920354UT1s7YhIXQk151fG4N+xyGtFa9/SEOvOvxyGg10xWKQhIzlutFZVOoNjzszfwwKNMcYYY055SkpKkhLj82uzk2gxFUFqev7qqfCnhogxq8qJ/pmvbImJ+8HRyB7W5FRWSkzg/3xPHPCqMFJCT+9IlI1/dyd8dWtY3OW2+cZ2eNPSEHSWTAqHjib5NbV/7byIOtOE1bE/j4xFR40cM3LUaPF+awO8bAHkZcBrF8H6VjjYA+dVxEHzsY6azW1QoH6dlIhp++amfv507zp+85vfJDZ6Y05WhoaGEleM8sH1mlAcoCYShbqZtDnWv+n1V5sfr4Ef7IQ5RTAK/Hh3dDvpdfzzvSGASpgZHI9Kk3tO1wZjjDHGGHP6UFhYmETjak+ojs+3aN+WE3s3pRaol0axZ4qt1vCc1o76uOJ1tZ970vQYztO/aS+olAPFo2mw6L6mGODTHk4iz2sWQdtAJCooTq25uflEP3wzAbFAY4wxxpjTgqysLC6++GIunVOSiDSabJJI0zUIW9sgLT0OeeWoUceMDm9vPhDW9VcvgsqciFD69g5o6YXPb4IXzoXaAnjsVJiWHxNUP9odIo6mrST4yD2j2DP9WVNUezrg7IoQUxTPtHrc+n5JdXTZqNtGrpsrayPK7NihtDYJWrjd2QgfXRflk9oA/HgPvHR+PEZNcqmvRr06n9kwxt0PrOWBBx6gp6fnRP/4jXnIDA8PJ9ngWanwvR3wkvr4uDqhtKFW/4w2xvql16uEGLli5IzTRlqiqGIrtFne2g7LJ8XHtYFWLIX+PKZsQ2OMMcYYc9qQmppKQUFBsp9SR6n2hBJs0lNifyYhRa4YdYJq+OfSKfF5SmPQ3vHeptiPad2poT0N2Uno0bCQ9oeKROs71o84FDG7V9fFmrS5uSVZ4xrzt1igMcYYY8xpQ3p6Oueddx4Xnns2z6zPTPpe5IL5+vZYTEvgaBmA1y6Elj747QF43hyYVhixaE+bQSLuqGtGNnVN5F9ZE26XS2vgqppww0g40aGxJq1knb+/Oe5D7hjd56c3xvfz+c3whGkR4bR5PFJNtnhN+csyrwNkRTrt64Sf7glrvfKMr5kednmJPGeXxwRXXQE80ByH1No4qAdHkW0/XnuEW//8Z7Zs2ZJ0ehhzMjlo1Bnzx4PR31ScHV1RmlxUzJ+Qe+bx06LI9bbDIbyI+xsjaiI9DbYchTnF4bbRJOQhOdEq4/XliDNjjDHGmNOPmpqaJJFgVyf8Yl9EXGs47oe7IlpakbmKk9Y6cldHdB4e6IqBPUWfKSJbnaASZp42E9a2xsCd1qPqPlWygpzc6iHVOJDEGg0RaY+2c+fOE/3wzQTDAo0xxhhjTjvKy8u58MILuWxmAS+uD/u5Dm7Pngx7O6EkO3pkxHd2hE1djhhNP+lQtyQznC3vXxWTUhJjugfhlsOwbFLEj31yAwyNwD1H4PcH4OULYgpLHTePqYvOmwPdsKAUziyH/d3x9VY1x9S/HAHKQ5YQ9KWtkV28pCws8opkU2eNkAD0ne1wYVUIQzdugWfOjgkvTW9J0PnWtjHuWL+L/fv3n7gfujEPkaampsRRpv/zcoYJ9T8tnhQb42NipF5D+rMmGFdWxu3knrmwMrqg9Dq7Zlq8JpQbflF1xATq9WmBxhhjjDHm9KOsrCwZplOMrhw0Wk9qHamBNwkvEmTuOhxDQNrbvWEhFGdFDJp6aiTEKPFgdycMDpO4vuWSkZjz58Pw2Gmx5vxLA9QXh/CjdIZf74dDhw6d6IdvJhgWaIwxxhhzWpKdnZ2INMunFvPGJbCqBe5ojDixYwtr2dk1SSXRQ+KKemMk2Lx+cfTUXFsP39wefRYfXgdPnxniy+4ueOcyyM2AQ70h2mSmxsGypqhmFcTnZ6TAB1aHI0D//tt9MVl1WU0IQO9eDpOz488SbIQ6cQ73xteVk0ZiTUVudODs7YLCDJhbDFPzY3pLk1+a2JJ7QDFvxpws9PX1cVDCpcpb18AHVkU0hARRxU209ENhFnx7O2zriA30x9bDHYdJ3HHqfvrd/vj4d3bCA42RHX5+RQifmmYcGBg40Q/TGGOMMcacgB6avIyUJM6sOANu3BxdpEIOmtctiqE9xeqeUwH3tsCs4oitFhJ25JjRelKii9ze2s9p3ak0BN3ut/thQFG7R2OPp/1cyrhL3MkG5m+xQGOMMcaY05aUlBTOP/98Lr7gPJ4+LzcpHdck/hc2wwWVcHVtxIhJbNGB7t5xx4sW6+qrOdgD1y2PsnJN7GtBLrGkbyhKyrW4z02LiLOPr4+M4w2t8P1dcOZkKMuJxb/i0+TSufkgPHcunFEWjhpZ61sHoCgDtnbAe1fFfepAWnFpykZu7IPLa+CtS8PdI7fAxtborFFXh6LT9DlzasqprBy3Fxhzkmyc9Vp753K4Tq/B1HitLSuD7LR4valXRoKkXrfPmAnXzoWUVHjitIgMzEyPHii93vR61ev4hrUh9kjQPHr06Il+mMYYY4wx5gTsA9PS0hJRZYSIv60vicG2MybHQFBGWgzVyWGjAaAn1kXywi/3QnVerE31u1IMtCb9zb4YIJL7+3s7w3Gjtefj6sLZLeGmMhfaeodpb2/3c27+Bws0xhhjjDntKSkp4YILLuDyhVN46fyYlCrPCdeJnDNtg2FlTxsvKP/ZHnjM1LC2a/HeMxwTUYoy+/QGqC2If5Mz5m1LoSATHj01osqUO6ysYzlt1Dfzh4Pw9FlhfVd/zcfWwf6eOIDe3BbuGd1WXTQSc5p6Q7y5bIo2FnE7bQS+uyPuT1Fscv9IBFIclGLZLpiSxuLFi5ONiDEnC5oslAijGMFbDsbvU/LCiba+LV6jiqLQn7V5VvzEnUfCZaY4s/UtMaWYlwFzCmOCUY4yiaqKDNTEo18TxhhjjDGnJ1OmTOGKWrhkSgzh7TgaQo3Wk7/YG700i0vhpn2xtlTvpyKx/3QQ5hbF0Nz29tgLyq2trZbWpHX5kbig+F0N/f3lMKxpjXXsolLY0AYNDQ0n+uGbCYQFGmOMMcYYICMjg2XLllE/vSYRVfqG4ce7YWUF3LQXvrGNRLzR1JRilmSDl3ii+LOnzoyJK03qq5hci3st6h83FUpzYtJfkWPvXhEHxnLb3HkYzq8Me7wElsZ+qCuAJ0yLr6vujS9vjQLKY904il+rKwz7/I92w6c2wKIS+MWecNI8Z1bc16sXRtyaspCvqoU5c+aQk5Pj59mcVCj+QbT1w+1H4vWiTa+mFucUhXiqja/cZ3KUZY671STCqGPmpv3x+tXk4g92w/KyEGXkNNMmeVo+5OXlneiHaYwxxhhjTgDTp09P4qw1PNfQE/HU6vVUZ6H2VhoKOrcyBt7U66m9l9ahSkrY2QHzSiIRQYN6b1gcYo4G/ZSOINRPo0hq7f3UG6qBP4k0+7pg3759jI1pZWqMBRpjjDHGmP8fS5cu5VGPupzHLizn0uqIQVJMmA6D55dCWmpMU71oHvSOR5PVF4VD5u7GiF968vQQZX5zID5fH5O7RtNTEnJKMmHLUfjQ2ohm+tLmEFQuqIL7m+DNS2Dl5DhIlsNGt8lKj6+lDYJEHLkFFG12bxOsbYWnzQybvaa72vvjUPpRtVCRn86MGTP8LJuTjmP9MF/cAs+bE5tduWjWtsBTx/9Lq4tJAqm2t5pulAij156i/hQrkZMeGeB6HZ5VEbf73o6IB9SUox00xhhjjDGnJxrUKczLSfZa6pFRQoHWjxoAUtTZZzbCR9fF+lFpBlpzKq1Af9YQ3YIS6B+JtAQNFP1iX0Rk699XN8dgkfZncne39sHmo9GrqIGi3mHo6Og40T8CM0Gwg8YYY4wx5v8hOzubs846i4vOXMSzZsd0lIod5UhRfrAOgiuyIzpJC/b3roZDPTFN1TkQi/PLp4SI8sNdsLsD1rXCLYfgBfUxnSWR5dp6GBiOCS3d/7HuGaEJ/9q8yCm+fm0cTH9yQ7gINMmlSa/5JRGPpu/hG9vh1/viPv5wKCLWdAi9cuVKH0Kbk5L+/v5kgnF6AUwvDIFmtcSZcTGyZ3w6UY4ZiTKKi1D0oDbZEjqfPSs+LlFTJa4SLQdH4jV2UXV8ricXjTHGGGNOTzSoU1pamjhgDnRFVNlH1sXvipF+fF300UhwmV0c+7/DvTEQdGcj/HJfJB0smxT7PAk7c0viY9/fGetPddc090LHUKQvPGd2pCKsb3XMmfkrFmiMMcYYY/6PBXtdXR3nrjyHlyxMTyzpP9kTC+o9XfDjPVE8Lrv7C+bCbw+Eo+ZD60JAUW+MpvbfuhRWlEf0mBb1iie7qGpc5MmNnhv9kvii3hhNWimyTMLMlbVwpBfevRxqcuOAWg4ZxTcd6575yW64siYmuLSZ+HNDFFUq33jW9DqKior8/JqTjpER1bVG1OCeTvjEeljVFCKLIgb3dcLRwYgRVHGrIgElpB7oiZ4mvY400dg9FIWsih7U5+o1KXH0mHPGAo0xxhhjzOlLZmYmtfnQOwK7OuCZM8M9IyfN1IJwwijpQPHUtzbA3GK4eEoM0207GiKMBui0/5pVCBtbYWs79I3Ab/bHEJ8cNhKBnjIjYnuvqomYs8OHD3stahIs0BhjjDHG/APKysq48sorufjMRTx3bmoy+dQ1GNP6j1apZHVMTL1xcSzO9e8ZKRGJpnglTVlJxCnMiMn9960KkUeL9d/si0W+nDLPnAVl41NZf2qI6aqlZfF3uQU6h+I+5CB4/yqSjcQ3t0FRFlw9NTYUijl74xIoywqBZu7cuX5uzUnJ4OBg4n6RCHrdcnjSdOgaDjeNHDFf2hKCi2IEFXOmTbCEmt/uh4a+EELlXrv1UDjMPrgGPrcBRsYiD/xwT2R+9/X1neiHaowxxhhjThDTpk1L3NhnTYbnzk3hgZYYptsvAaUnBum0r2ruj2hpuWq0Z1OkmfZmNx+EL2yJtagSDu5rjj2g0g9eszBieYfGIuZMMdQSZrS+1f22dvXR2trq595YoDHGGGOMebBumosvvpgrZxfwygVQlw9r28Idc7AnbreuLcQYxZkpX3j5JPjVXvjODnj94og20+f+al9Y4FUWqUW7YpnkwLmiFs5XT8YYfHgdbGqLosl1LSHUPHN2OGdetTA2DHLyXDElHDXqqJGjRofXz5gNNTVTkokwY05WgUbZ3IoRFBJbijLheXNjY6w4wXnF8NpFIdRoylGvi2mF8Xp4yfyI/5O4eVUtvH1ZvEYk8Mhd8+0d0d00PDx8oh+qMcYYY4w5gT00pSXFyQH58OhYsv+6vDYGfH6+N5IKtJ4cHQ1X9vd2wvWrYyhPTm0N/1xcFcN56rB5UT3s64bzKuHPh0PU0fpTosyvD4Rwo7XqtHz440FYt26dn3tjgcYYY4wx5sGSm5vLhRdeyMq5VbxkfkQkKZZMjpgf7fpreWRGWpSa391I0qEhe3x5Tog3cs68aUkIL4os+9FumJoPHQPRj7G6FZaVxeSWnDlNffD17XHIvLA0/q7D6CSyCfj2ziiwVBbyTXtDyJlblsXixYv9xJqTloGBgeT1odfUT3dDdV4IK9r83rgFVlbE606CpD6mqcTBYbinMV5niqaQs6a+OERN3S4tNe7j8ppw2FTlQkbGuAJkjDHGGGNOS8rLy6kriHgyiSeZ4wKKXNca6PnAamjqj6GgM8vhpfNijTolP2Kt72iMoTuJMd2DMDwGj62LfaAG8h49NQSbNc1QkgU3rIEf7IqhPq15HblrHHFmjDHGGPMQ3TQrVqzg8ssv57GLq5M+Cy207zwSoowiy+SOqcoJ14zQ4ly5xY+bBn84BIe6Y/Gvg2Q5BP57NWSmwUfXwQWV8PhpcG8zvGZRxJap9Pye8QW/DpV12Py7A9F9o/u4sCoKKLWBkLAze/Zs0tLS/Lyak9pBoyhBdctsPRp54OJ3++M1oFgIbYx/sReurY9/++aOmHIU2zvGhZsMyEoN19oVNfGxLe0x7ajXTk5Ozol7kMYYY4wxZkIINPUlMTinOLNvb4e1zdF7qF4ZDdepQ0bRZQsnhbPmmmkxeKd9mvZ+KyujD/RX++G8irjtyCgMjkJjX8Tz6s+6z5fMi+G9GYXQ0T9KW1vbif4RmBOMBRpjjDHGmH+BrKwsli9fzkUrz0yEmZfNg5/uiZ4ZLbbvaoSvb4tC8klZsPkofGNbHDh/Yzs8f85fp/vfsRRy0qChNz5XucZy0/QPRxmlNgbKOP74hljUy1Gg+1xWHrFmC0vgrUth0SSoyoOpU6f6OTUnNS0tLXQOwl8ORyygoiX0mlCut/qZ9Dpa3xa9T9oAD4x30GhzLPQa0WtMn6MSV8WhaeoxPSU238dEnVTdsTHGGGOMOW0pLi5OBn80wCNXiyLJyvNiCO/sCritARZPin3YyEjs2c6oiHXlz/dEkoHQ7RWRNrMQfrYnhBv9uv0wnFsZ+z4NGpVmk0T5Xlwd69RDhw6d4J+AOdF4R2KMMcYY829QUVGRuGkuW1jNs2ansP1oLLBUGKlc4stqwub+/Nnw3NnQOwRtAyGwPLoO7m+CzHRZc2LaX5Fpn9oQ4s3Pdkf0mQ6TD/XCu1eEQ+foYGwAlIWsLpz7m+H2I9FlU19f70Nnc9KjSUI5XeQ008Thd7aHGHlhJbQPxp8lviiubGA4/v7s2fG5EnYUG6gowP4R2NsNT54em+pdXSFoKh5NWKAxxhhjjDm90XpQw3ca/Hn1whBl5HZR/+GRXnigOWLK5L7+zs7YjwnFT999JKJ2b9wM+zsjwvone2K4riATqnPhpfNJ9oiPqgln+OZ2KM+GKXnRK3rgwAH3Ip7m6DjAGGOMMcb8G2RnZydumlmzOinbsIGdh9uTiCV1yYyNxcSVBJurpoYIo0PjD6yFcyuiF2NDS7hlHl0bE1m6/U92RdaxFvT5mVEo2d4fwkx+emQiv3c1rCgPl42cN9Mn5TBjxgw/l+aUKGwtyurlP1aEwPnFTfFa2dUZEX+7u8Jp9sE10N4X7pjv7oTRsdgYS9DUvzX0RO+M4s96VOY6CE+c9tev48xvY4wxxhgzd+5c6pvWs+1oOLXnFkFlLty0D7LSIl5XsdLq/tT+S+vMjn4YGotBoYunxF4tdwxeuwj2d8GGtog901CdBJq3LYPVLfCn8X2hhook2OztHGPXrl3J92BOT+ygMcYYY4x5mCgsLOTcc89lyawa3rMCJufEobEEl3VtEXEmR40Oll+1IAQY2d6/si36azS1tbMD5pfAi+phDPj+Tvjl3uiW+cU++M1+ePPSOIi+bnlsIBp7o7tm+vTpdgSYU4LR0dHE8aJupt0d0DUccRHXzoOynPj4u5fDaxbCWGpES7x9WQiYcsdctwyeMSteQ29cHP++pyscOTesjbJX5YZ3dnae6IdqjDHGGGMmQA/NtIJYL8oxc1UtnFMB61vDIXPDGvjWjrit9mpvXASlOdFNc830SEfQKXtuOrT1x77t8XXhoLn1MORmxDpUA3z6GtrffXZTDO5psM9r0tMbO2iMMcYYYx5GUlJSWLp0KfPnz6du61bq9+znT4diokrogFml5b87AM+dA7/JhN8eCLu8OjN0wLyjI/psnjEzNgU6qP7t/nAGzCqCSdnhxJEw89SZUXyu7pna2lo/l+aUYGBgIBFXNFn4oz1wVU24ZpTrragJxUKoPuaLG2OTrNfNtvbI81aGuFDBq24nQWdfV9z+6qlwUTV8YdyRk57u7ZAxxhhjzOlOTk4O+Xk5DI/2MTwKD7REfJnWo9MLwz3zla2RaqChoW45Y8ZgWmEM4t3bBFfXRpT1Hw5GTPWMohBl1CN65ZSIQdvXTXL/2ueVZEe0tQb21L84MjJCWlraif5RmBOAHTTGGGOMMceBzMxMFi9ezCUXnscTZ2fxonkwJRfua4IzyuPAWN0ZKj1XjvHiUvji5liwf3tHxJidXwWtA/CkafCOZSHUHOiOiCdtAH61L0onL6iCBQsWkJExfjJtzElOf38/Y6Pw2Y3w7FnQPgDFmfDD3fCK+XEb/d/XlKKmGkszo7/pxfXxb3ptSMyU00avqV/th3nF4a5Rt416nJT7rWlJY4wxxhhjtJdK0YDQUAwEaahHQ3Hqk9FAnNajSjz4cwP8ZDdcUQuXVsPtDdDcF6kJ51ZGx+j0AvjZHvjBrliL7u6G86qgKje6bUqz4Y8HYemk6LY51DVCY2Ojn4TTFAs0xhhjjDHHkZKSEi6//HIunVfJtQvSksNkxZ6pM0PTVBJaHlsXh8bvWB62d01RTc6OvGJNaN3RCPeMCzkqm7y3MconJdbotjMmZVNXV+fn0ZwSaHpweHiY1a0wrwTmFIdQqclE9ceok0kbXTnTJMh0DJLc9sxyOdhINtZrmuFp43VM39wOF1eHwFmQHhvlZ82CnLQQUo0xxhhjjKmuruZRNSS/FJV7TxM8aybc3ww3H4BFpSHQqDfmSF/s26YWwP7u6Dz8wmb46FoYGI0oawk76qtRh80VNTCvKESelRWxjt3UHmtU3Y8G8DZt2uQn4TTFAo0xxhhjzCMQe3bGGWdw2WWX8Zjl03jmLFhQEgfLOoBW3rH+LEGmsS9imfZ2w3tXx0TVnYfh1kPwEvXSjMEL5oaLQAu5JZNg8uTJ7p4xpwxdXV2JAKNfW47Cx9fD2hZIT4HctIgLbOqDp82M2AhtdBWF9ug6aOmDw73wlJkRadY3ErfV5lfxZ78/CBdWRryZyl4dcWaMMcYYY4T6PMtyU5OYMq1D+4ZgcRl0D8GaVnh0LWSmRseM/v2Da+D61SHIyM19xRR49NRwdysdQd2jGqzT3u+WQ3DHkXB4XzIF1rXEz1wdND/eDX9pkIN8gKGhIT8ZpyEWaIwxxhhjHiE0rb9w4UIuvvB8njQzNSkyl7Vdv6bmw80HYyLrTYthZAyuWxo5xQ3q3FAxenrEo/1mP2SkwfJymFeakvTdGHMqOWgkuKgvRq8RTTEOjoaoqY2tNsJyyqhcVX/W1KIywLVJVkyg/vz7A/ClLbGBXj7uSusZig32pTXQNxwOGgs0xhhjjDFGqP9l0qRJiQgjQUUubpE6FsNAH9sAHxx3yCg6981LwhkzOQfS06JzRj2jL58fgk5DT8TtykXT3A93NcLjpkJOegznHR0I101ZdqxtD/bgmLPTFAs0xhhjjDGPMMXFxVx99dVceu4ZPGdhLvXFMDACvz0QfRuKcFIh5dAYPHk6ZKXA3s44jFZvxub2sMVfOgWWLVvmQ2ZzyvXPqCNGnTODwzFVKIHyyTNDrElJjTizty+DmnzIToP3nAGvWwTDY3BVLbxIXTRjESmhKchvboPDfSH0yJEjR5pKXvW1jDHGGGOMEeonlMtFAo36Yj60Fhr6oCAj1ppPmQG1eRFhJif3zYfg1QuiX/RwT7i0pxXG3u6nuyPKWmSlhsjz1W3w/lXhnFH/jNazEmaePRvWSdRpaPATcRpigcYYY4wx5gTFnlVWVnLRRRdx+Rn1vHgeXDM9Jqt2dsQBtASbL28l+TeVm79sPtzSEH0ccgBUF+dQVVXl58+ckgJNURZ8djM8dmrESUhc0aZWU4iaVNzUFgWuk7Lj8+Seqc6DqryIM1PUmSIClSFekhXxaO9eAc+ZDds79CJUZKCkUGOMMcYYY0gcNLOLYuhnRwdcOzccLhrskfPlpv3w7DnQNRR9oBoGKsmOflH1HD5hWvwUJ2fB/h64e9z9fbA7EhKeND32dlqzKilBEddy0iwoDbd3Y2MTg4ODfipOMyzQGGOMMcacYCv9rFmzuPDCC3jSwlKeNScl6cxo7IX7m2IjUF8aAk3nUExoKdNYdvra2tpE6DHmVKKvr4+OAbjrSGyIz5gcH//CJriyNsQXffyHu6OLSSi3W50y2iRX5sBXt0ZEmgpbJXg29kPpuJCjKMGizJh+VBmsMcYYY4wxoqCggOz0FM6aDC+al5L0IcpRo5EeOWD6hyPRQGvM7+yAJ00LkWVSJuzt+msE75Z2GBmNqF1FoWlYSPu52nz42d4YQFIs76qWuD8h0UZx1+vXr/eTcZphgcYYY4wxZgJQVFTEueeey2WXXMxTllcnJefTC6EkM0rOr6yB3+4P6/uSMphalp8IO8acajQ2Nia9S5o0VORf92B0yUisXFkB7QPwh4PwxGnhrNE0opxlL66PycM7G0kmH0XR+Ob5pYo8A3Z3xLSjphQVVZGVlXVCH6sxxhhjjJk4pKamMmXKlGSYp61/jDuPRExZXUEMC51fFa7u/LTomPn+TrhhLWw/GoNCL5kHb1sKxdkxHLS4DG5tgPmlkJ4CXQPQ3AcLJ4Xw89M9sKwMPr0BfrE3bnv06NET/WMwjzAWaIwxxhhjJhB5eXksX76cs5Yv4dWL03nidFjdAhvb4VBP9M+cWZHGjBkzTvS3asxxYWBgINnwjgI3rItNb98IVGTDfU3hLivNis2shBwJmM+aHTngKm3d2g5PmQ6t/bCtA1ZWRvSE0sy+tQNeNi8mFpURnpmZ6WfRGGOMMcb8/3po1BG6piWcM3K+LCmFAz1w+2H46FrY1REumuuWw1uWQkF2OLR1Ww0OzS2G3PRYt2r9+oTpsKgUvrwN5hSFI3xsFLqHQpR5zNQYzFMHY3//gGPOTjPST/Q3YIwxxhhj/jeKL9Ov1tZWarZvZ/+R1mQBf0k1zJw5k4yMDP/YzClJeno6MwoHefIMGByBd9wLC0shLyM2yj3D4aL54Bpo7k2qZJISVgkwmkjUNOIv94WYKSHm8upw4Rzpi9xviTXHJiT1tYwxxhhjjDlGWVlZEkUmx8zUgogs0/pTDhi5Y+R2eP+a+LvcNL/bD0snRTfitna4uxHetgzua4Tv74q+RLm+tZ79zYFwfH9qQ/TayHXzuoXRnZibAdMKYH/3WOIo117QnB54R2KMMcYYM8GLKleuXMn0I0coL9pMbm5u4p5pbm4+0d+aMQ87Y2NjDA0NJdOK4rOboCKXJAdcsWS3H4HyHHjrsogr+8wmuGYaXFgN394ORwfhqppwm2mjW5MHH1oHR/tDrJFoMzAyPrUoRccYY4wxxpi/QRG4aakp5GeOJd0xz50da1I5ZrTWXNcSLhhVgd7TCGtb4R3LYEcH/Hg3VOXGgbt+Vxei1rIfWB1rUQ0WvXkxZGfA+1bB/BJY0xrdo+panJoPf26ABbt3W6A5jbBAY4wxxhhzElBZWZn8EqNqojTmFI03GxkdSzavyuGelAXtg7FZ/dxGuKo2Nq2Dw/DNHTC9IESYTW2RA65N9NySiIpQrMSblsDwKLznfjivEs6tgN8eiGg0Y4wxxhhj/i8XzcXVzdTlR+yuxnrOngy3NcDWo/CmxdAxCJ/aGGJN52D0HB7uG4/pXRvxu+JVC2KN+vH1MC8L1rVDYUZ01DyqJpzgnUMh1mjIaHUzPKazKxlacmrC6YE7aIwxxhhjjDETgv7+/iTKr2MANrfBc2ZD3zDceRiKs6KgVVFnn90Mj5sa3TRl2fDD3fC0mSHKPNAUcRPaCGtj/MUtEU9RmQtlOSHkLCyB4uLiE/1wjTHGGGPMBGT69OlJD822ozE0dFE1rKyAtS3RM6MBotsO/1WY+cZ2ONgTDpnXLYpumozU6J1Z1wrt/eHiVheNXDe/3g9Pnk4SpaZoNB3Qy2Xz3R3h0pET3IkJpw8WaIwxxhhjjDETAuVtq0xVUWSvWqieGOgbgk3t8LzZsQFW/4xKVFdMjqiIL22NmDNtlAsy4Kb98PJ5cX8qclXmd046TM6Bz2+K+AiJN0VFRSf64RpjjDHGmAkaM12Wk0LrAOztgrPLI65MrpmWPvjhrridemSePxfesBha++GCqnB7t/VD/whcMyMcMT/YBY+eClPy4OgADI3A7i746DroHo6ORN2HXOPqHF3fBkeOHDnRPwbzCGGBxhhjjDHGGDMh6Ozs5FAvFGZF1vf7V0HbIKSmwDe3wx8PQNcgPLZOUX+xwS3NgiVlcLgHthyFp86AzHQYGoU/HYKXzIvN9M6jUJwZG+OiTMjOzj7RD9cYY4wxxkxA0tLSki4arSF7huD9a+DPh2NN+sTp4ZLZ3w1XTY3YMzlehNaoW9pDkHns1HB69wxDS3900vx8T4g3ut9dnRHfm6xL02KgaHsHPGZq/HtTUxMjIyMn+kdhHgEs0BhjjDHGGGMmBLm5ucnvr1wA1y2DtFQoz4ZXLIDFpZHrXZML39kJ/7U6NryKhfjgGvjDwYiVkMtmQws09cGzZkfMWe9QFLi+cG5seC3QGGOMMcaYf4QEGnUdKtrs3Sti/XhhVUSUyS0zMgqXTwmh5ke7QrjJHR8Sau2LWN4f7w7HjaLQvr0j/j07PfpmFOWr3sTnzIr1rOLTKnLCQS63eFP3MHv37vWTdBpggcYYY4wxxhgzYTpo5IqR0+X7O6E8JwpUlfX9x4b4XWLNK+bB2ChU50bG97NmwfAYPH5a3M8PdsaE4092R553Y19MJSrvW1ONRVkxGWmMMcYYY8zfY8GCBUn3jAQTObcVdfZExeoOhCCjyDINAo0R/YnqOVScbnMfdA3D7w5AWVYIMvNKIsJMQs3FVdFXo55FDQ7Vl0ZfzW/2wxOmwe/2R0ya1q379+/3k3MaYIHGGGOMMcYYMyHo6+tjZAw2t4UTZkFJOGhUmDqtAPIzIr7s05vgrMkwKRsGR+Gr2+J2KydDfQkoDGJFWbhw6gpiWvHpMyErFe5uhNw0SEmR38YYY4wxxpj/TUlJCUU5GYmQclcjTC8MsSY9JRwvcmt/fD009UaPTHM/PKoG8jNj3aqhos4hOLciItAk8qhXUX2IGiT60W44rzI+XpoR9/nlLTAwEoNFus3Q0BBjY5KAzKmMBRpjjDHGGGPMhKCrqyuJI/vJXnj1wphE7BuJTe3TZsZt5IqpzIWCzMj1/sKm2OhmpMEo8I1tcObk+DfleEvoKcmCqQWwuzs+rs9V+asxxhhjjDF/Dw3zaL2Ylw63NMBl1eHS1rq0ayjEl2fMDGd2RS48ZUbElF1QFS4bCS9rWuAxdZCWAr89EE4aiTxzi2BNc/z79WujR1FO8XeugEWlEadWkAFHewfp6OjwE3SKY4HGGGOMMcYYc8LRhKCKUNUVo0lD5Xof7oHtR+E1C+I23YOwswOePTumDBVdJneMssHlh7lxC1w2BXqHQ4iR8+bF9TGBuKoZ+ofDYZOamkp6evqJfsjGGGOMMWYCk5OTQ21+CC7f2hFDQhJPJufAk6aHM1vrVq0xjzlkrpgCWWkRUTa7KGLQJMz86RAMj8L1a+DOwxGN9oxZ8LalUJQda1r9+y/2wTXTw0m+uR0OHjx4on8M5jhjgcYYY4wxxhhzwhkYGEg2pVV54xnem2FrB2SmwUc3wAdXxaTiokmwqyNuownGF82Nz2/rByVAnD8+tfiXI3BlDXQPxYb3l/vg5fNDyMnOznbEmTHGGGOM+YdUVlYmQolEmLcujXXptEKSSF4JMhslyNSEaPODXVBfHA6ZpZPglkMwOgYflCDTEJ8zNR/etCQEGQ0TVeXCL/fCGeURy3v74RB7avJhSn4MGO3bt8/P0imOBRpjjDHGGGPMCae/vz8RVrRBfWF99M1IWPnPM+BtSyLbuzovJgt/fwB2dUFmKtywDt57f0ShTcmDdS2RCZ6dCisrQ8TZ0wlPng45GdE7I4HGGGOMMcaYf4QizgoL8hK3iwaB/nwInjI9hJXv7oTpBSHIqBvxnkZoG4APrIY/HIhOxJlF8MZFIchMyorOmQ0t8fly4ah3cWNbDBVdWh1ijYaVPrw2hJ2tR2FoZIze3l4/UacwFmiMMcYYY4wxJ5y+vr5kU6vN65/GkxzUHSNu3AqTcmBJKTx+GvSOQGEGvGsFvGUJ9I/GBlmizr1NcHQQuoZjY/ujXTG9uKEN/nhgLBF45NYxxhhjjDHmn1FRUZEMAd3fBNnpkJ8J51fCfVpzjgsyP9ut0hq4rAbersiyLCjLgjPLYV9PrFElyqhr5uaD0a0o1/cPd8GMAri/OaJ5h8dA80TX1kNFTgg6uzqhsbHRT9QpjAUaY4wxxhhjzAlHk4GKKesfgbsa4aXz4uM3H4jfS7OgJi82r4qHKMiMj39pSxSzzi2OycOW/rjtdcticztKbIJVxnr7kXDajGkE0hhjjDHGmH9CeXk584ojwkyiyQ1r4Rvb498eMxXesRwKsmByNlTnwP5uyEkP98wDzfDzPbEWvbAKbtoHeRnhAldcb+sA7OmGHR3hFJd7XMKNfm/th8fVwZZ2CzSnOsdVoHn84x/P1KlTkwiBqqoqnvvc59LQ0HA8v6QxxhhjjDHmJKStrY3m/uiKeeWCcMEMjcZE4UvrYwMrh82RvtjkKqxMThv9Pik7Slu/sxMWlsamWLngX9wM5TmwoBQKMiIeTf9eXV19oh+uMcYYY4w5CSgtLaU0O0QTiSuvmg/FWbH2LMyCA92QlQbLyuAvh+Gne+DJM2Jw6M/jx+ASdlJS47Za035iA+zsiHXsaxbCc+bAzk546gy49VDch4Qa3e/AKDQ3t9gBfgpzXAWaSy65hB/+8Ids27aNn/zkJ+zatYunPOUpx/NLGmOMMcYYY05C2tvbk/6Y7DS4rQFu2huTg69eENne3UNw22F49cKIk5DYcsxpI+dN12B0zzx6amx2lQu+eBKkpcSG+nu7YspR0Wj5+fkn+uEaY4wxxpiTgLS0NHJzczlzMjyqJgSTkdEQUG45BD/ZDddMC4fMqhYYHIXafOgbDpdM5yBcvwZ+szfu77UL4O3LoGMILp0CtzbA3Y1QmwfLy+BgT4g351WEWLOmOVw0O3bsONE/CnOcSOc48oY3vOF//lxXV8fb3/52nvjEJzI0NERGRsbx/NLGGGOMMcaYk4w5xXBGORzsDpFGMWaf3xxumOY+qM6NjO+Usfj7f5wR4k3HYGxutdk93AsjY3CoN6YRN7dHDNrlU+LjhZmQlTVebmOMMcYYY8w/YebMmcw/vIGt7dE9c/VUmF8S/TPpqRG/u7Uj1qdaa+rjcm8rVPcFcyPu7HObSEQeDRytrIghoqtqw02j9errFsIwMYikaaMPr4NZhZCWGrFp6ms0pybHVaD5fyMLvvOd73Duuef+n+KMyjr/trCzs7Mz+X10dDT59XBz7D6Px31PRPx4T1383E4c/t3ria+Dx5fT6bVyOj1W4cc7cfB1cGIzUV8rIyMjyfekDag2sIqDyMuEF9fDtEL48FooyYKXzYdtR+EHOyErHb64RX0y0NgXBav3NELvUDhp/vvMuG85a+TK0ZTjb/bHpln7kYn2MzhVn9vT8fH6Ojhxmcj/b44HfrynNhP5+fV1cOIykf/fTOTHW1ZWxvRC+NEukkheubR3d4TbOzcDPrgWJo3P/zyhDs6sgG9tj8GjO47AlLxwfF87Fz62IVwyT5wG2emxdtUQ0Wc2wehYOHDOr4SnzYJf74MzymIYqbW1leHhYVI1nXScH+/JwugEfrwP5Xs67gLN2972Nj7zmc8kpZ/nnHMON9100/952+uvv57/+q//+l8fb2pqOq4qYXNzM6cTfrynLn5uTzxdXV3/1uf7OvjIcDq9Vk6nxyr8eE88vg6eHEy014rW+v3DIaRInOkfiSiymnz4+jaoK4C9XST531uPhrPmqTNjc/y1rbFpvWwK7O6KKAiJN5pS1L6ocyh6aL69Pdw1V9dCR0fHKTuFONGe29Px8fo6OPGZiP9vjid+vKc2E/H59XVw4jMR/99M9MebkZbKvu5ReofDIaO1qpBL+7Ia+PEuOLcS7mmCFeWwpwveuRQ+uA5+vjf+TWtUxaO1D8D61hB82gdj0Ogl82BbRzh0do0fLa1qhncshz8dguae4STmrLi4+BF5vCcTzSf5dTBlbEwzZw8exZTdcMMN//A2W7Zsob6+PvlzS0tL4p7Zt29fIr4UFRUlIk1KipKh//nkeG1tbZJHXVhYyPFQsvQElpeX/0P18VTBj/fUxc/txEHXrZKSkuTg51+5bvk6eHw5nV4rp9NjFX68EwdfByc2E/W1cuTIEX75l9Xc3wwb2+C6ZfCRdXBWOWw+Gnnftx+GaQWwvSMEHLlrVrfE7dVPo3izX+2F24/A82bDwknwkbUkm+iXzIcNrXDzQfjISrjqqqsm1OM/lZ/b0/Hx+jo4cZnI/2+OB368pzYT+fn1dXDiMpH/30z0x3v77bfzi61diVNmSRn8cm/0zBzogTcvgf9eBe9aBtevhbMmhwjztJnwwdXQPwpPmxH9iVqT5qTD5TWwsAS+tBXyM+ANi+H61fCqhfCZjXBeJezrgufNhQPdsKkNnjQ3J+l8fyQe78nA6ClyHXzIDpo3velNvOAFL/iHt5kxY8b/zwKmX3PmzGHevHmJ4HLPPfewcuXK//V5yoL+e3nQ+gEfzx/y8b7/iYYf76mLn9sTz797LfF18JHhdHqtnE6PVfjxnnh8HTw5mGivFQk0R3ojouxtSyPLu2coNrESXuSqEZoofPtS+NC6iImQaPP6RRF1tqMDNrRBVS5U58Fv9sXmNysNKrLhy02RFa6i1/T0RyzpmdP9uT0dH6+vgxOfifj/5njix3tqMxGfX18HJz4T8f/NRH+8ixYtorH9Lv54MASata3wjmVww1q46wjU5Uc3ouJ0/9IAL50HP90dvTSjKRF1tnJy9MkoulcCzec3wZOmwS/2wd7OWLvq82cVxeDR2RVw/RroHISMVLi6rj8xPfw948PD/XhPJlIn4ON9KN/PQ96ZSJHSr38ne+1vXTLGGGOMMcaY0xs57te3RcTZjVtgeCTiHpS/vbkNdnfCrk549/LY+Coa4mvbQpxp6IX89Igwe9OSiDbTNOOqFnh8XWyev7MTVpRB3wjk5OSc6IdrjDHGGGNOMuSGKM3Ppm+4Pxkqqs2LoaLqXLhpX7i7f7YHGrqgdxR+sgeWlkFhVgwMvXQ+ibizqDQc4eqaaekP1/edjfCN7fDUGdG1uLYJBsegOAvesAg+vj56GrsGx5KkqdLS0hP94zAPI8dNWrr33nuT7pm1a9cm8Wa33HILz3zmM5k5c+bfdc8YY4wxxhhjTk8yMzOTHO//PCMiIvpGYwqxMhceaCERbzRR+OmN8KkNcKQPLqyCokxo6IGdnbGh1cShApy/sjWmFrXpVemqbvPour9+LWOMMcYYYx4Kcq3ItFCRC7/eDxdURu/MzqMRt3vT/uilKciCSdnw+sUwNS/cMqNjMDwK9zbCE+ri37+6JaLQjg7A4FCsW3W/coMX5UBpFlxWDft7IC8DzqmI3prDhw/7iTvFOG4CTW5uLj/96U+57LLLmDt3Ltdeey2LFy/mtttu+7sxZsYYY4wxxpjTD1Vi9vX1QYo2vvCpjTAlDxaUwIWV0NQHBePizXXLYWAknDaKNLtBpat7YtN7XzP86WDc/twKks2zNrpb2mNiUbdRGMSpHG9mjDHGGGOOH+oSqS8Kt/ZvDkB5DhRlh5jy2kURfSZXTU5axJIpuuxJ06GuIDprirIgMz2c3Zvb4YFm+NIWaB+OQaO3LIXZxXEfswpjffuLPfD0meHYUd+NjBAPsVLeTHCO2+5EuXxyzRhjjDHGGGPM/8Xg4CADg0OJePKt7bH51IZ2ZiF8YQssK4PVLXHb7+2IDa9yuV82P7ppJNAo6qx7GG4+EI4ZuW70S86Z7HT44ubI7da0ogo7jTHGGGOMeaioW71y0ybOnByiiYaBFHemNeb+rhBtrq4Nt/fvDoSQU5sPl06B61fD3GJ4/yroHYHUlOheFOqZqciBA93w873w+GlQlAFf3hrxaBJsFJ+2qkn3P5r0N1ZVVfkJPEWYWO05xhhjjDHGmNOKjo6OJNphTxccHYSnarM7EB0yiom4sjZup8xufXxBaWxgt7XDHYfDKVOTFz00HQPhvnn7MrioOj7vPcsjNk3RE+XZkJ2dfUIfrzHGGGOMOTmRE7u6ujpZo3YMwg93wePq4PyqWKs298GiSRF/dtdhmJQFH1sPN24GeV4UU3bdsnCHV+VBa38MGC0shQuq4Lf7Y1BpThF0DEFjb3ydr28LB3l6Gmxsg9bW1hP9ozAPIxZojDHGGGOMMSeMPXv2JHnaR3rg/IrY2Epo0UTic+bE7/3DcH8TvGo+NPTGROF3d4VzRs6b/lH4yja4ZryHRpvd3x+ASgk3mZHnrfxviTmVlZV+to0xxhhjzL+E1pKLJ8EDTdDeD/NLYUlpCCfqR/z0BvjoOhgGSrPhubNhan64bEoyobk/HDGK8v3ToRhKekxd3IeiedVV875V8Nt9sc597FR40xI43AtPnAb7u6OHxjFnpw4OYDbGGGOMMcacMIaHh+kagnMrYUNbZHXr7wVDEQUxMAxHh+BNiyE1FZp6Y/P6ivkhviiC+1Mb4KnTI+ZMG9/Pb4IXzYXv7oRDPbChNTa0aamQmZnpZ9sYY4wxxvxLlJeXU50Ln90YosuH18LQCAyOxd8vro5+mb80kNxOLhp1x1wzHW5tgMFReMxUmF0EN+2DspyI8d3XBUNj8KiaWBd/bSs8bhrccQSWTYohpWvnxSBSY+cATU1NVFRU+Fk8BbCDxhhjjDHGGHPC0PTfwIjcLymcVwmjozCtAK5bDi+cC+2DMLsw8rg/sAp2d0FWKmxqD7dNUx/ML4GFk+LPWzvgjMkwtSDEm69uhZfMg74RyE2HjIwMP9vGGGOMMeZfQmvJtLRUqvNgaVkMDZ1VAZU5EV2muF310rxsHtzXDLc0wNwiWFgSLhgJLLqNehQ7h6B3GOaVwPmVMC0fdnaEi0aizuU10D8CP9kDK8e1GPU0ynmzbt06P4OnCBZojDHGGGOMMSeE0dFROjs7kz839o7xzR3RHaNOGUVGfH4zVObCM2fDqxdAVjrkZcAL6mFgFD6yBkbGQqxRlMSdh2OCcX5xbGwVIbG8LKLNeobjc+2gMcYYY4wx/w4zZ85MnC5yx8jRfVcjvHZROGfk3FbvYU1BiC/3NsETpkWnjMQZdcpojZuVFr0yi0rhrMlwdxO8cgEc6I6o3sWl8bVm5MN9TRGh9oHV8M3tsKoZBgYGEye6OfmxQGOMMcYYY4w5IfT09NA3NJqIKZ/bBK+cH5OFEmg+uRGurScJ31ZcxOc2Q31xZHvX5kNZdhSlnjk5ylavroWekZhAVOfMf9wfIo1i0z64Bn69D7JTYWhoyM+2McYYY4z5l6mtrU2cLDs74e4jUJsXPYijY/Cb/fDUmeEKHxkJUeaj6+ErW8Pdfc5keNtSaOyDJ88IUWdPZ7hvcsd/yYFTnBnxaQ80x9d8+kx4x/JwhF9SDQd7oKGhwc/iKYAFGmOMMcYYY8wJ4cCBA0nR6QMt8Pw54XRRZ8zNh+CZMyOmTHxpC1TkkESgadpQE4R/OhjijLK9OwfhB7viNs+ZExvYlBSYXgBvXwZnlcMo4aApLCz0s22MMcYYY/5lcnNzKSrISwQZxY09fRb0DUMacKQXvrgZPrgW2gZirXrdUrikCupLYEdnDBFpKOmcihBtfrYn+hI3tkJLb0SfScBRTG9xNkzOjXXs9o4Qcs6vCuFGa2lz8mOBxhhjjDHGGHNCULnpmmbIS4cf7o7YBk0D5qdD6wAcHYCm3oh/0CTiro7on/nxbnjTkuicSdw2G0LgyUiNDe9nN8GlU6A4S9FpUa6qaUWJNllZWX62jTHGGGPMv4XWlLlpIcJ8cj18emOsW0uy4O1LwwmunprBUUhNhT9oAGlWuGz+cDA6FIUEnH3d8I3tEZWWkRbRaRJ9DnZHXNoFlfCrffCLPfCUmZCTDiOj0NjSzuHDh/1MnuSkn+hvwBhjjDHGGHN6kpaWRmoK/OcZ0SVzw5qIMLuyBrYchR/vDOeLRJuvb4OO/ihMfefy2Ji2D8Iv9pFkgM8oivvUxOIFVTGNqGiIG7fAtfMiKiI1NTX5msYYY4wxxvw7VFVVcX5lW7KWfXQdHOqG7+6EoXFBRu7uJ82AH++CvV0xSFSUFVG9fz4EZ1fA+1dDcy/kZMC7lsORPvjOjhhO2t0Bvz4AL66HkswQdXLSYEsb/GAnNPRCZhqUlexIvhdz8mIHjTHGGGOMMeYRZ3R0lK6uruTPEmc+tBaWTIKqXFhcFh/LzYTH1MFblkRc2Y4uyM+AL2yGj66Dw91QmgVnlIdzprkvNrQXV0NLP2xqjxi0KXnxNTMzM/1MG2OMMcaYf5u6ujom5aXRPRx//94ueMYsSE+Fhh7oGYLZRTC9EL68JfoS1YkogaVvJNasb1oMpTkRW6bhop/shsfVwRW1EXumg/uU8fuWU6drCI4OwjNmhuO8ewi6u7vdsXiSY4HGGGOMMcYY84jT2dlJ58Bo0imjAlRFkimCbGYRfGs79I+EWKP4B5Wr3nIIyrLgPSvguuXhtNHtFRPx4XXwnnsjQkIb129vh3UtkQU+NR/2d8HQCN68GmOMMcaYhwU5sydNmpSsZbcdDSFF7pj6YvjcJriyFra0xwBRxyD8cl98Xl4mlGWH60br20WlUJcPdzZCxwDMLYbqnIg9kxjz1W0wJTeGkkqy4ZoZsPkozC6OAaZdR0c5ePCgn9WTGAs0xhhjjDHGmEecffv2sbczNqNyvKgkdXdn9MxIdHlRPXQOxoZFm9yXL4Cs9IiMUPSDqMiFl86Hp8+AIeC8SnjuHKjMgaNDMKcY7m2Er2yFnZ2aTBzzM22MMcYYYx4WysrKEpfM17fCJdXwuwOwsyMEGf1ZPYj6s2J3374M5hVH92JeRgwgrWoJx8xlNfDzPVCWE67yT2wArVqfUAdvXgL7uyPSV/FpWh/fdQSeNA1WlMMDzbBnzx6vc09iLNAYY4wxxhhjHnEaGxu580hsSG47HCKMxBltPJ89O24jF80Xt8ArF0RBqvj+TugfDlFHk4SHeuAbO2DRJKgrgKxUuL0RJmfD8+fC5TUk2eALSqG4uNjPtDHGGGOMeVgoKipiZgGMAPc0KcI31rISZN6xHJ48HdJSID8znN0/2QNPnxmxvho4qs6Fxt4QZ+QEV8fMS+qhJh8eMzXWyIrx3dsN51eFCHTjZpiUHQLO9o7oZzza1ZtEnZmTEws0xhhjjDHGmBNCaTZ84OzI31aGttwx6phJIsvuiazteSVxW8WUHR2IqcFr58GuTijOik3qqxdEJMS0/Jg4fNasKE2VkCP3jFw1yvYuLCz0M22MMcYYYx6etWxpKdkZKZxZHgNFC0sjgveYIPPtHXDNdJhRADcfiH+ryoOlk0JcOdgDP9odvTVaqy4vg4LMcMxcNTXEGfXWLCyJjprKXGjojf6aPxyMIaRXzofy0iJyc3P9rJ6kpJ/ob8AYY4wxxhhzetHX10df/2CyqdTG81MboSYvNpsvngcbWmNDu6AkXDLf20kShzaWEpEQyvPe1xWRaK9aCOU5JAWt398FF1ZHdrf4zCZ4wjTIHBd+srKyTvRDN8YYY4wxpwgpKSlJzFna7ubEOfOdnfCCufCXhuiX6RuBuSWQqwGkteHo/sBq6BkO18Q7l8fv710dA0i/3Q/bOkgEH7FiMvxuP1xQBT/cHV017zsLctOhsrIy6cDRr4KCguR7GZWFx5x0WKAxxhhjjDHGPKK0tbUlE4MV4znb6o6Rg0aOmjsOR5yDxJn6EjhrMuztgow0eOk8aB+EWxtgc3uINz/cFeKOClg1jXhhVYg+iotQr82yshB0NJWYnu7tjzHGGGOMefgoKSmhNq+ZX+2FSVlQlQvLy+EzG+CcSvj4emgfiEiy+uJY916/BiqLYo2rNa0iz2YWwtH+6KZ51YLosGnrh3Mmw5W1MKkgh6qqKiZPnpx8zbS0ND+NpwjeoRhjjDHGGGMeUXbv3s2Oo3Dr4Yh9UMHpJzdEb8zGXnjbUvjYerhmRmxqpxXEZlUb17ZB+PX+EGf++0zoGoQvboaRMWgdgA+ugfa++Puervi7YtHUa9Pb2+tn2hhjjDHGPKw9NNMLo1NGfYgSX7rHBZm8dHj2LPjSVijLhgsq4ZYGktvXF8HdR2B3F7xreUSiDY/F561qgbPKoTwvjezsbBYuXJg4deSSMaceFmiMMcYYY4wxjyidnZ3c1xyRDsfcMPs6QVvONy6KLpqhEfj0Bji7Ai6dAte3w+G+6JxRDNq3t8d93bQfstJiQ/yGxbCmBb63Ay6qhifPgPua4AfjLpvy8vG8CGOMMcYYYx4GFC9WmhkDRc+cBZOy4f2rYXIGPH4a/P5ARJN1DUU87x1HQpAR398ZYs1P90QPzXNnx98nTy5j+vTpydo1VQtjc0pjgcYYY4wxxhjziDE0NMTo6BiziuBpM6FjAD6xPqYFB0fhhrUwOgZH+uDKmhBn+oehfwRu3AKvXhgRZuqU0aSipg3PHI9B29YON6lItTQ2wrs7Ih7i7MlRuFpYWOhn2hhjjDHGPGzk5uaSlZVBTf4QFbnwlS0RuashIbm4724MQUa9NN/aERG82zsiglc9iudXRjfN5LJSKioqkm6ZvLw8P0OnERZojDHGGGOMMY9o/0xjX/TPSFz57CaYWQS9w/DS+bC/Cz63CSbnwIGeKFLtHICeEXj+3Mj2luumpT8KUuWm+d5OKEiH7+2CNy+OGAnd7uvb4U1L4A8HIS01haysLD/TxhhjjDHmYXfRQBs7O6BtAK6dEtFln94Ij6+Do4MwIhf5UKx5R0bhcXWQlZ5CaWkpixcvtihzGmOBxhhjjDHGGPOI0drayq5OKMoMt8xTpsOmdlhQAvc3wW/3w7yS6Js5vwr+eBB+vS9cMIov+8MBONwLGalRwnqgGw50xYb3TYshPxN6h+CbO+DaeijMjK+bkZHh3G5jjDHGGPOwk5OTQ346fHM7vGwebD8KgyMh1mjd2z4Ic4vhsimQk52VxJfJKZOfn+9nw1igMcYYY4wxxjxy7Nu3j81tcLAHXj4fqvLgtwfkcIE9nfD25fCpDfDk6dEzo4lDCTHqk8lKhc9siozu1y6KaAj1zchpo4iIL26JHhvFo6mT5v7mEH90H6Ojo36ajTHGGGPMw05KSkrSPVOWDevboDoXrpkeju683KxEjJFTpri42E4Z87+wg8YYY4wxxhjziDAyMpL82tcN2enwje1QmgWHeqJTRg4Y9aAODsOXt4Ywo86Z61eH8CLHjfpmeoZDgFFnzd1NIc68Z0V009ywJu5LE4oqY1Ux65Tc2DgbY4wxxhjzcFNfX8/5zc2cO2WU8vLy/xFi5KxxB6L5Z1igMcYYY4wxxjwiHD16lKMDcEEVXFkLXYMhqKSlhOgiAYYxONwHV5XBY+pCdBkai397/DRYUAyrWmBtC/xyL7ykHn64O2734bUwvyQcNMvK4IubYUYhzCuGKVOm+Fk2xhhjjDEPO9nZ2TzqUY/yT9b8S1igMcYYY4wxxjwitLe3J4Wp6pdRd4xcMosmJZoMz5gVEWef3xRxENs7YN1q6B+Co0Pw4nmweBKsalZcGfx6P7x1KdzXHA6ZD62FS6ZAxyDUpcHXtkb/jASbnDQoKirys2yMMcYYY4yZUKSe6G/AGGOMMcYYc3rQ1NTEvi443Atf3QqvXRgxZEsmwV8a4Ns7oL4Erp4Kb1gMF1dD5xDMLoI/HIyoM/XSNPXB1bWxmdlxFNa1wqNqYGUFyf1LBFKi2TNnQXMfTM7Bed/GGGOMMcaYCYcdNMYYY4wxxpjjjrpn2traWNcCBZnwzuWQnhoCyn1N0DkI1y2Dj66DJbPgezvhSC9U5YV7Jic9XDGNvXDNDNjQBr/bH3Focsr8uSGEmm3tUJQFF1TC/q4Qc/TvygE3xhhjjDHGmImEHTTGGGOMMcaY405vby+DIxFnNjjeF/PhNeGmGR2D1ywKwUZdMl/YHJ8jF43+LS0VPrIOijKhIhcurIaramFwDIoz4f1nwasXQvcQjAKLSmF9G3xjG6xpgdQUyMzM9LNsjDHGGGOMmVDYQWOMMcYYY4w57hw9ejTpnXnCNFheHh006pvJz4DuYfjAahgdgSMD8JgyuLqORNAZHoMProYrayMKbUcnbDsK390JL5wLP9wVnTQSY0qzYGAkHDZ3N8L+blhRDjk5OaQo88wYY4wxxhhjJhAWaIwxxhhjjDGPiECzpwuWl8Edh+GWQ3BGOWSkwuOmwcZxx0tVDmztgDWroWcoOmpeMg8WTYJ7myBlLESZtyyGje1Qkwuf2AizCqE2P7pnbmsIgebl82FVM5SXl/sZNsYYY4wxxkw4LNAYY4wxxhhjjjuNjY209cMv9kYU2TuWR5TZk6bBL/fC5naYWwxnlcPisuiU+dluqC+Bmw/Cr/ZFn4ziyp4zGzLTYXMb7OqCR9XAxdXwnR3QPxKdNm9eAjs6oDoPCgoK/AwbY4wxxhhjJhwWaIwxxhhjjDHHlaGhIfr7+xMHzLxieNUCSE2FzgH46R4oyIC3LoEPrYP5pfD1rRF7VpkHL50XxZk3bg2B5prp0S/zm/3Q2Befe38T7OoIkSc7HZ43G7oG4VB3xKkVFhb6GTbGGGOMMcZMOCzQGGOMMcYYY44rXV1ddA6GQ4YUuGFtdMtIcJHD5TlzQrAZHoWPrYc5RfCCerh+NQyNwic2wLJJ0N4P51fB1Hz4ylYoyYL/PhN6h+HGzXGfi0vh9iPQ2Ast/XBZTXTQGGOMMcYYY8xEwwKNMcYYY4wx5rjS0dHBvm64oArmlcCqJvjJHqjMhbRU+NBaGByGlkF4bB1cVUsi6EhwkZgj18yUPNhyNDplbtoHz58DP98Ho6Mh1kzKhoERePos2NgKP94DS8ogPT2N3NxcP8PGGGOMMcaYCYcFGmOMMcYYY8xx5ejRo+zv+mtPzJFeOGsy5KbDFbVw95GIOpteEFFlH2iGjgHoG4GXzYcFpXDzARgcgT8ehOuWwp8Px+1vWAdnKMYsA9JS4I7DcFsDvH4R3HYYysvL/ewaY4wxxhhjJiSKczbGGGOMMcaY40ZjYyNHB+EzGyE7Dd60BPZ2wbIy+OY2km6amYXwuDp41cIQZPpH4OwK+OOhiDqTa6a5D1ZWQM9w9M080AxX1sCjamBTO/QMwT1N8LZl0NoPtXlQVFTkZ9YYY4wxxhgzIbFAY4wxxhhjjDluDAwMMDQ0nESTyTFzTkV8vHsIvroVCjLh9YuhfQBmFISI09Yf8WfPnAmvWAAZaZCZGr006q357CbY1QkZKfD7g/DpDbCuBfZ3w6OmxH3t64KpBRZojDHGGGOMMRMXCzTGGGOMMcaY40ZXV1cimMjlok6Yn+yGd98HR/qgNDsEFTE0Ch9cC/OL4YX18TG5bj64Gi6sjI6ZhaUwrQCGR2FyDvznmfCWxdA7Aump4bhZ1wo3boZf7YdJWZCXl+dn1xhjjDHGGDMhcQeNMcYYY4wx5rj2z+zrhtlFMKsIugbDBTOrEKpz4XObobMfjg7DY+uip+ZQD4yOwSc3wrVzoW8YynLgV/tgSzs8aQY80BQf//h6WFACWanx+fc2wt7uiE9LT08jJyfHz64xxhhjjDFmQmIHjTHGGGOMMea40d7ezoFuqMgJMUU9MkvLQkB5TB0sLIGBMVhcCoe6w0Xz0XXQ1A/XTIOaPFjTCo29cLgH3rwYNrZFfNkNa+Hx08I9U18Mv9wLtx+G1y6E8mzHmxljjDHGGGMmNnbQGGOMMcYYY44bTU1NHO6Fj66Hx06FMybDR9bBZVPg0xshNw1q88P9Up0HX9saYsyjp8K9TXDTvohDU3+NnDJbOmBnB2w7Cq+YD1V58IeDIdLkpMGblsCmdqgrcLyZMcYYY4wxZmJjB40xxhhjjDHmuNDb28vI6FgiqEg86R2GwVHoGQpxZskkuHZe/L00KxwxJVlQmQtXToWnzoCRMSjMhDcuhpJs+OluaOmHrDT4xna4fjXs6STpuVGE2s7OEHDUVZOfn+9n1hhjjDHGGDNhsUBjjDHGGGOMOW79M+qTuWYGvLA+nDDvuS8EFkWezS2C0VHoH4losytqwklDSogsn9gAT5sJxZlQkQut/ZCZCnX58M7l8MoFMDgCBRnwqJoQaX6wE+44Eo4b988YY4wxxhhjJjKOODPGGGOMMcYcF9ra2tjVCfNLwiHT1AfZabCwFGYUwvd2wuFu6B2Fx0yFRaWwuT1cM/o3xZWtbQ1B5gub4nPPKIfOIZJemy9vgXMmQ2M/rKyIDho5a84sh+zsbFJSUvzMGmOMMcYYYyYsdtAYY4wxxhhjjgstLS209EH3ILxvNSybFPFlZ1eEsJKXAWMpcHkNtA7Ah9fCV7ZAa1901Mgts6ktOmWm5sML6mHrUchLh69uhdcugpYBWFgCN26G5j549uzosqmqqvKzaowxxhhjjJnQ2EFjjDHGGGOMedjp6+ujq6ubDa2wowNetzA6ZG47HJFl718DZ0+O2LKra+JzPr0J0lIjDm1jG/zpULhuFGF2sAd+dwD2dUHHILxtKWSnh5NGMWpy3zymDu5ujP6Z4uJiP6vGGGOMMcaYCY0dNMYYY4wxxpjj4p450gsDYzAK/Ho/NHSHuPK5TfCCuXBFLYyNQfMAfGAtXFQF5dkhtiwvg+ExmJQN/30mXDoF7muEgRFITYGPb4D3roLDvTA4Cn3DcE8j7DwaDhoLNMYYY4wxxpiJjh00xhhjjDHGmIed9vb2JI7sjYuhLAvuaoQPro1/U6dMz1BEkvUMR5fMK+ZDemq4Yv7cAHcchufOgt8eiKmy3+yHilwozYZXL4S9nfCVrVCVC8+fA3u64I8H4/7SUqKDprOz08+sMcYYY4wxZsJigcYYY4wxxhjzsDI2NkZzczPN/TA5B+5vgj8egrJseNZsGBmDWw/B5va4/ZW1kJMOdx2BzkGSWLS3L4tIs+mFIeycNTncM4pAW9UUjpxLqqGxH6bkw80HQ7yZnwOFhYWkpKT4WTXGGGOMMcZMaB6RiLOBgQGWLl2abJLWrh0fmzPGGGOMMcacksi50tHdl8SXfWI93NsE1y0Nh8ysIshKhca+EGXUJTMGfH5jiC5dQ1CTD/u7YGt7xJY9tg4ur4FdnSHgSOx5+1LY3wNzCuEj66A4Cx5XB1V5UFFRcaJ/BMYYY4wxxhgzMQSat771rVRXVz8SX8oYY4wxxhhzgtmwYUMSUyZhRr0yiiTrG4GMVPj+TvjezvhYUWa4X+YWQ+8oFGbCO5dBcSb8YBfs647PUbzZFzbD7k7Y0QGvnA+Z6XCoG27aD+dVwpOmw4FuqM0LB40xxhhjjDHGcLpHnP32t7/l5ptv5ic/+UnyZ2OMMcYYY8ypHW/W19dHaz+cWQ6/ORCOl9SxcM3MKoTrlodDRoLMT3fDtqPw2gXwpa1Qkg29w7ofqMiBd62AwRH48DpITYEpeXDjVugcgrZ+KMmCB5qhoSfu/+zJUFRUdKJ/DMYYY4wxxhhzYgWaxsZGXvKSl/Dzn/+c3NzcBxWFpl/HOFbqOTo6mvx6uDl2n8fjvicifrynLn5uJw7/7vXE18Hjy+n0WjmdHqvw4504+Do4sXkkXisdHR109AyQnR6ulsHhEFQkwpRnw7YOuGkfNPeFqCKBRYLN3Y0wNR8+uxGy0+Dps6JXpnsQPrkRVpTBpnb4/9q7+9iq6jyP45/bp9tCobQ8ttOWPjCOzKrIyBZxnUR2THAmq2uirtk1CoYQMbq7CYyBMDHErIbo4MrCOKtkk65/uDuQZYR9yM66qwYmMyCEZyh0pFCgLX2ihT5QWnrv2fzOAXZcUCy9D+f8zvuVXOu9vbc9v/s751PO+d7f77foO94aNVtOeQWcVbO9dWj++QupfcBboyYajZILlvNz7pOD/uXn/SYZaK/d/Ny/5KB/+Xm/SQbaa7e4j/fnkWxTVjI/Obdo0SItXbpUc+bMUWNj4y1fs2bNGr322ms3PN7e3u5+Ci9ZzAKmYUJ77UXfpl9vb++oXk8OpkaYjpUwtdWgvelHDgZDMo+V06dP68B5aVaR9G+N0r5O6fvFUt8VaeVsaWDYm67MrCdjpjIza8rsbpf2dkjnLkl/XCL9oFTaerUAs/aQ9HS1N2KmZKy0vUX6Tau0+E7pl6ekjAzpP057o3Gmj/OKM+b8IRVt9SPam37koP9xnNiN/k0/ctD/OE7sRv8GKwcjjqmkjMDKlSv15ptvfu1zjh075k5rtnnzZm3fvl2ZmZlugaayslL79+/Xvffe+40/OV5WVqbu7u6kzCNtKllmh508ebIyzJmd5Wivvehb/zC5VVhY6H56+HZyixxMrjAdK2Fqq0F7/YMcDPexMjw87J4HrDvkFV5mFkpPVEr/csobPVM5XvrwC2lanjfaxYycOXlR2twgNV+SiqLSuBxvJM2R81LMkf7qbmnqGOmfvvBG3ZiTF7N+zZ526XSv97rq8dKPyqVfnZVemFes2bNnkwuW83Puk4P+5ef9Jhlor9383L/koH/5eb9JBtprt7glOTjiETTLly93R8Z8naqqKn366afauXOn+wm232dG0zzzzDP64IMPbnidee7/f75h3uBkvsnJ/vl+Q3vtRd+m32izhBxMjTAdK2Fqq0F7048cDPex0tzc7E5b1tzvFVvMCBgzuL++W+rIlfZ0SEtmeqNqJud5RZyPGqUJUe95q77nTWn293VS95BUOlaqrZfijtR6SYpmSQ8VS3Xd0u8uSHUXpMemS39U7P3OSblSfn7+l9pGLtjNj/1LDvqfH/ebZKK9dvNj/5KD/ufH/SaZaK/dMny4P49ke0ZcoDEVKXO7lfXr1+v111+/fr+lpUULFizQpk2bNHfu3JH+WgAAAAA+FovF1NDQoF+3Sq/XeFOZmanHfvxbaVje9GRLvivlZEgHO6W7i6R3Dkl/Vi31X5GOXfAKNj8/KlWNl4bj0oqrU6KtO+ytS2OmNTOjZn59znu+KQKZ3/ebNm8bflSW7ncBAAAAAJT+NWjKy8u/dN98ks2orq5WaWlpsn4tAAAAgDQ4c+aMGs5f1qSoV1Qx05a1DUh52dKfz/BGvLx9QBoaljqHpDFZ0k++J2VlSO/XSd8aI719SPqLGV7hxR2J0ydtPC49VSn9+xnpOxOkSET6bZs3Zdq11+9okbY1ShNzpdzcXPofAAAAQLgLNAAAAADCwaw9U1dX546Y6b0i7e6QHimTSsZI//g76Z6JUl6WdKpXuhD31pgxa8n89IBXcDnX701htmKWNCZb+rRJyohI/3Bc+su7vKnLTIHm8zbp4ybpx/dIPzvqFWd+dUY63CXN/5ZUEJU71zMAAAAABEHKCjQVFRVyHHMaBgAAAMAmfX19Goo5auqXvl0g/bDcK6qsPyz9QaG0Zp80Nlt67g6v6PLXd3n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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lims = utils.auto_limits(runs[\"FEM\"][\"frames\"] + runs[\"MFEM\"][\"frames\"], pad=0.15)\n", "fig, axes = plt.subplots(1, len(SNAPSHOT_STEPS), figsize=(3.3 * len(SNAPSHOT_STEPS), 4.6), sharey=True)\n", "for ax, s in zip(axes, SNAPSHOT_STEPS):\n", " utils.plot_mesh_overlay(ax, {\"FEM\": runs[\"FEM\"][\"frames\"][s], \"MFEM\": runs[\"MFEM\"][\"frames\"][s]}, T,\n", " colors={\"FEM\": \"0.7\", \"MFEM\": \"C0\"}, lws={\"FEM\": 2.0, \"MFEM\": 0.4},\n", " pin_pts=X[pin_idx], lims=lims, title=f\"t = {times[s]:.2f} s\", legend=(ax is axes[-1]))\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"frames.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"024_frames.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "eb1d44e2", "metadata": {}, "source": [ "## Animation\n", "\n", "The whole drop, FEM in thick gray under MFEM in thin blue: the beam falls, swings past vertical, rebounds\n", "and settles into an oscillation that backward Euler slowly damps." ] }, { "cell_type": "code", "execution_count": 13, "id": "1277226c", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:45:58.909313Z", "iopub.status.busy": "2026-09-24T03:45:58.909254Z", "iopub.status.idle": "2026-09-24T03:46:00.375441Z", "shell.execute_reply": "2026-09-24T03:46:00.375038Z" } }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "steps = list(range(0, N_STEPS, FRAME_STRIDE))\n", "fig, anim = utils.animate_mesh_overlay({\"FEM\": [runs[\"FEM\"][\"frames\"][s] for s in steps],\n", " \"MFEM\": [runs[\"MFEM\"][\"frames\"][s] for s in steps]}, T,\n", " colors={\"FEM\": \"0.7\", \"MFEM\": \"C0\"}, lws={\"FEM\": 2.0, \"MFEM\": 0.4},\n", " pin_pts=X[pin_idx], lims=lims, fps=FPS, figsize=(6, 5.5),\n", " titles=[f\"drop under gravity, t = {times[s]:.2f} s\" for s in steps])\n", "video = simkit.filesystem.save_animation(anim, os.path.join(RESULTS_DIR, \"compare.mp4\"), fps=FPS,\n", " copy_to=os.path.join(MEDIA_DIR, \"024_compare.mp4\"))\n", "plt.close(fig)\n", "utils.embed_video(video)" ] }, { "cell_type": "markdown", "id": "fdce4e88", "metadata": {}, "source": [ "## What the auxiliary variables hold\n", "\n", "At the lowest point of the swing, per cubature triangle on the deformed MFEM beam: the area change\n", "$\\det a$ of the stretch variable, and the size of its multiplier. At a solution $\\nabla\\psi(a) = W\\lambda$,\n", "so $\\lambda = \\partial\\psi/\\partial S$ per unit area: the multipliers are the element **stresses** the\n", "constraint transmits. Both peak at the pinned root, where the beam bends hardest (compressed on the inner\n", "side, stretched on the outer one); the swing also stretches the whole beam slightly along its length." ] }, { "cell_type": "code", "execution_count": 14, "id": "a1071edd", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:46:00.376736Z", "iopub.status.busy": "2026-09-24T03:46:00.376675Z", "iopub.status.idle": "2026-09-24T03:46:00.515838Z", "shell.execute_reply": "2026-09-24T03:46:00.515564Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "t = 1.10 s: det a in [0.616, 1.351], |lambda| up to 2.49e+05\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s_low = int(np.argmin([x[tip, 1] for x in runs[\"MFEM\"][\"frames\"]])) # step of the lowest tip\n", "a_low, ll_low = runs[\"MFEM\"][\"a\"][s_low], runs[\"MFEM\"][\"ll\"][s_low]\n", "det_field = np.full(len(T), np.nan)\n", "det_field[cub_idx] = a_low[:, 0] * a_low[:, 1] - a_low[:, 2] ** 2\n", "stress_field = np.full(len(T), np.nan)\n", "stress_field[cub_idx] = np.linalg.norm(ll_low, axis=1)\n", "det_range = np.nanmax(np.abs(det_field - 1))\n", "print(f\"t = {times[s_low]:.2f} s: det a in [{np.nanmin(det_field):.3f}, {np.nanmax(det_field):.3f}], \"\n", " f\"|lambda| up to {np.nanmax(stress_field):.2e}\")\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(8, 5.5))\n", "utils.plot_scalar_field(axes[0], runs[\"MFEM\"][\"frames\"][s_low], T, det_field, title=r\"area change $\\det a$\",\n", " cmap=\"RdBu_r\", vmin=1 - det_range, vmax=1 + det_range, label=r\"$\\det a$\")\n", "utils.plot_scalar_field(axes[1], runs[\"MFEM\"][\"frames\"][s_low], T, stress_field,\n", " title=r\"multiplier size $|\\lambda|$ (stress)\", cmap=\"magma_r\", vmin=0, label=r\"$|\\lambda|$\")\n", "fig.suptitle(f\"MFEM auxiliary variables at the lowest point, t = {times[s_low]:.2f} s\")\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"stretch_stress.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"024_stretch_stress.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "5a1de93d", "metadata": {}, "source": [ "## Regularization study: convergence vs $\\rho_\\text{aug}$\n", "\n", "We stress the SQP with one large step from rest ($h$ = 0.5 s and 1 s) and count its iterations for each\n", "augmentation weight; reaching `MAX_ITER_HARD` means it stalled. At $h$ = 0.5 s every weight up to $10^4$\n", "converges in the same 13 iterations, $10^5$ needs 38 and $10^6$ stalls: a large penalty dominates the\n", "condensed system and ruins its conditioning. At $h$ = 1 s the SQP stalls for every weight ($10^5$ stops just\n", "short, at 58), so here augmentation does not rescue a hard step; it can only slow down an easy one." ] }, { "cell_type": "code", "execution_count": 15, "id": "dd3aa483", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:46:00.517005Z", "iopub.status.busy": "2026-09-24T03:46:00.516940Z", "iopub.status.idle": "2026-09-24T03:46:08.280735Z", "shell.execute_reply": "2026-09-24T03:46:08.280363Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "h = 0.5 s: SQP iterations per rho_aug 0: 13, 1: 13, 10: 13, 100: 13, 1000: 13, 10000: 13, 100000: 38, 1e+06: 60*\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "h = 1 s: SQP iterations per rho_aug 0: 60*, 1: 60*, 10: 60*, 100: 60*, 1000: 60*, 10000: 60*, 100000: 58, 1e+06: 60*\n", "(* = hit the cap: stalled)\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "iters_rho = {}\n", "for h_hard in H_HARD:\n", " iters_rho[h_hard] = []\n", " for rho_aug in RHO_SWEEP:\n", " energy_func, gradient_func, hessian_func = mfem_system(u_rest, u_rest, h_hard, mu, lam, rho_aug)\n", " p, n_iter = solve_mfem(np.vstack([u_rest, a_rest, ll_rest]), energy_func, gradient_func, hessian_func,\n", " MAX_ITER_HARD)\n", " iters_rho[h_hard].append(n_iter)\n", " print(f\"h = {h_hard:g} s: SQP iterations per rho_aug \" + \", \".join(\n", " f\"{r:g}: {k}{'*' if k >= MAX_ITER_HARD else ''}\" for r, k in zip(RHO_SWEEP, iters_rho[h_hard])))\n", "print(\"(* = hit the cap: stalled)\")\n", "\n", "fig, ax = plt.subplots(figsize=(6.5, 4))\n", "for k, h_hard in enumerate(H_HARD):\n", " ax.plot(range(len(RHO_SWEEP)), iters_rho[h_hard], \"os\"[k % 2] + \"-\", color=f\"C{k}\", label=f\"h = {h_hard:g} s\")\n", "ax.axhline(MAX_ITER_HARD, ls=\"--\", c=\"0.6\", lw=1, label=f\"cap ({MAX_ITER_HARD}) = stalled\")\n", "ax.set_xticks(range(len(RHO_SWEEP)), [f\"{r:g}\" for r in RHO_SWEEP])\n", "ax.set_xlabel(r\"augmentation weight $\\rho_{\\mathrm{aug}}$\")\n", "ax.set_ylabel(\"SQP iterations\")\n", "ax.set_title(\"Regularization study (one step from rest)\")\n", "ax.set_ylim(bottom=0); ax.legend(); fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"rho_study.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"024_rho_study.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "ebb8d53e", "metadata": {}, "source": [ "## Iterations vs stiffness\n", "\n", "One very large step from rest ($h$ = `H_SWEEP`, nearly a static solve) for materials from soft to very\n", "stiff: Newton iterations on FEM vs SQP iterations on MFEM, both capped at `MAX_ITER_SWEEP`. Both use the same\n", "subspace and cubature, so only the formulation differs. On soft materials ($10^4$, $10^5$) MFEM hits the cap\n", "while Newton converges in 15-20 iterations; as the material stiffens Newton slows down (30 at $10^6$) while\n", "MFEM speeds up (20 at $10^6$, 5 against 11 at $10^7$), and on very stiff materials both need 3-4." ] }, { "cell_type": "code", "execution_count": 16, "id": "839ec0ef", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:46:08.281768Z", "iopub.status.busy": "2026-09-24T03:46:08.281706Z", "iopub.status.idle": "2026-09-24T03:46:09.586369Z", "shell.execute_reply": "2026-09-24T03:46:09.585925Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "YM = 1e+04: FEM Newton 15 iterations, MFEM SQP 40 iterations\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "YM = 1e+05: FEM Newton 20 iterations, MFEM SQP 40 iterations\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "YM = 1e+06: FEM Newton 30 iterations, MFEM SQP 20 iterations\n", "YM = 1e+07: FEM Newton 11 iterations, MFEM SQP 5 iterations\n", "YM = 1e+08: FEM Newton 4 iterations, MFEM SQP 3 iterations\n", "YM = 1e+09: FEM Newton 3 iterations, MFEM SQP 3 iterations\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fem_iters, mfem_iters = [], []\n", "for ym in YM_SWEEP:\n", " mu_s, lam_s = [np.full((N_CUBATURE, 1), v) for v in simkit.ympr_to_lame(ym, PR)]\n", " energy_func, gradient_func, hessian_func = fem_system(u_rest, u_rest, H_SWEEP, mu_s, lam_s)\n", " _, info = simkit.solvers.newton_solver(u_rest, energy_func, gradient_func, hessian_func, tolerance=TOL,\n", " max_iter=MAX_ITER_SWEEP, do_line_search=True, return_info=True)\n", " fem_iters.append(info[\"iters\"] + 1)\n", " energy_func, gradient_func, hessian_func = mfem_system(u_rest, u_rest, H_SWEEP, mu_s, lam_s, RHO_AUG)\n", " _, n_iter = solve_mfem(np.vstack([u_rest, a_rest, ll_rest]), energy_func, gradient_func, hessian_func,\n", " MAX_ITER_SWEEP)\n", " mfem_iters.append(n_iter)\n", " print(f\"YM = {ym:.0e}: FEM Newton {fem_iters[-1]:2d} iterations, MFEM SQP {mfem_iters[-1]:2d} iterations\")\n", "\n", "fig, ax = plt.subplots(figsize=(6.5, 4))\n", "ax.semilogx(YM_SWEEP, fem_iters, \"o-\", color=\"0.45\", label=\"FEM (Newton)\")\n", "ax.semilogx(YM_SWEEP, mfem_iters, \"s-\", color=\"C0\", label=\"MFEM (SQP)\")\n", "ax.axhline(MAX_ITER_SWEEP, ls=\"--\", c=\"0.6\", lw=1, label=f\"cap ({MAX_ITER_SWEEP})\")\n", "ax.set_xlabel(\"Young's modulus\")\n", "ax.set_ylabel(\"iterations to converge (one step)\")\n", "ax.set_title(f\"Iterations vs stiffness (h = {H_SWEEP:g} s)\")\n", "ax.set_ylim(bottom=0); ax.legend(); fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"stiffness_iterations.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"024_stiffness_iterations.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "cc1fa753", "metadata": {}, "source": [ "## Cost of one iteration\n", "\n", "Iteration counts are half the story, so we time one full iteration of each solver (assembly, solve, line\n", "search) at the rest state of the drop, best of `TIMING_REPS`. An MFEM iteration costs several Newton\n", "iterations here: on top of the same $60 \\times 60$ solve it differentiates a polar decomposition per\n", "cubature triangle ($\\partial S/\\partial u$) and assembles 400 blocks. On this small mesh, in Python, FEM\n", "therefore stays faster in wall-clock time even where MFEM saves iterations." ] }, { "cell_type": "code", "execution_count": 17, "id": "ada57988", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:46:09.587358Z", "iopub.status.busy": "2026-09-24T03:46:09.587301Z", "iopub.status.idle": "2026-09-24T03:46:09.634203Z", "shell.execute_reply": "2026-09-24T03:46:09.633829Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "one FEM Newton iteration: 1.4 ms (60 x 60 solve)\n", "one MFEM SQP iteration: 7.2 ms (60 x 60 condensed solve + 1200 stretch DOFs)\n" ] } ], "source": [ "energy_func, gradient_func, hessian_func = fem_system(u_rest, u_rest, DT, mu, lam)\n", "t_fem = utils.best_time(lambda: simkit.solvers.newton_solver(u_rest, energy_func, gradient_func, hessian_func,\n", " max_iter=1), rep=TIMING_REPS)\n", "energy_func, gradient_func, hessian_func = mfem_system(u_rest, u_rest, DT, mu, lam, RHO_AUG)\n", "t_mfem = utils.best_time(lambda: solve_mfem(np.vstack([u_rest, a_rest, ll_rest]), energy_func, gradient_func,\n", " hessian_func, 1), rep=TIMING_REPS)\n", "print(f\"one FEM Newton iteration: {1e3 * t_fem:6.1f} ms ({n_u} x {n_u} solve)\")\n", "print(f\"one MFEM SQP iteration: {1e3 * t_mfem:6.1f} ms ({n_u} x {n_u} condensed solve + {n_a} stretch DOFs)\")" ] }, { "cell_type": "markdown", "id": "75bbcd35", "metadata": {}, "source": [ "## Takeaways\n", "\n", "* **Mixed FEM** moves the elastic energy onto per-element stretch variables: its Hessian is block-diagonal, the positions only see inertia, pins and the constraint, and `sqp_mfem` condenses everything into one $n_u \\times n_u$ solve per iteration.\n", "* Subspace FEM and MFEM give the same motion here (within $2\\cdot10^{-4}$). MFEM needs more iterations on soft materials, where its Gauss-Newton $H_u$ converges linearly under large stresses, and fewer than Newton on stiff ones.\n", "* Augmentation weights $\\rho_\\text{aug}$ up to $10^4$ cost nothing in this study; larger ones slow the solve until it stalls, and no weight rescued the hardest step.\n", "* simkit's `examples/interactive_demos/012_interactive_mixed_fem.py` is a mouse-draggable version of this solver, and `tests/test_mfem_blocks.py` holds the block checks." ] } ], "metadata": { "kernelspec": { "display_name": "simkit", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.13" } }, "nbformat": 4, "nbformat_minor": 5 }