{ "cells": [ { "cell_type": "markdown", "id": "789faccd", "metadata": {}, "source": [ "# 17 · Skinning Eigenmodes: a Subspace that Can Rotate\n", "\n", "A high-resolution beam is accurate but slow (tutorial 10): every Backward-Euler step solves a sparse system as large as the mesh. **Reduced-order modeling** restricts the motion to a small subspace, built once offline, and solves for its $r \\ll n\\,\\text{dim}$ coordinates $z$ instead. We compare two bases, **linear modal analysis** (LMA) and **skinning eigenmodes**: we time the full solve, show that the subspace shrinks the solve but not the integration, watch a cantilever sag in each space, and rotate the rest shape a full turn to see which subspace can rotate.\n", "\n", "$$x \\;=\\; B\\,z + q, \\qquad z\\in\\mathbb{R}^r,\\quad r \\ll n\\,\\text{dim}.$$" ] }, { "cell_type": "markdown", "id": "8f1a25ce", "metadata": {}, "source": [ "Imports, and every tunable parameter of this notebook." ] }, { "cell_type": "code", "execution_count": 1, "id": "939d9d9c", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:44.871678Z", "iopub.status.busy": "2026-09-24T03:44:44.871592Z", "iopub.status.idle": "2026-09-24T03:44:45.430411Z", "shell.execute_reply": "2026-09-24T03:44:45.429992Z" } }, "outputs": [], "source": [ "%matplotlib inline\n", "import os\n", "import warnings\n", "import numpy as np\n", "import scipy as sp\n", "import matplotlib.pyplot as plt\n", "from matplotlib.colors import TwoSlopeNorm\n", "import igl\n", "import simkit\n", "import utils\n", "\n", "warnings.filterwarnings(\"ignore\", category=sp.linalg.LinAlgWarning) # stiff pin -> benign ill-conditioning\n", "warnings.filterwarnings(\"ignore\", message=\".*encountered in matmul\") # spurious macOS-BLAS matmul warnings\n", "\n", "NOTEBOOK = \"017_skinning_eigenmodes\" # this file's name\n", "RESULTS_DIR = utils.notebook_results_path(NOTEBOOK) # results/017_skinning_eigenmodes/\n", "MEDIA_DIR = \"media\" # tracked copies for the website\n", "# beam meshes\n", "WIDTH, HEIGHT = 4.0, 0.5 # beam size\n", "NX_HI, NY_HI = 120, 30 # high-resolution grid of the timing study\n", "NX, NY = 50, 11 # grid of the dynamics and rotation studies\n", "# material and loads\n", "MATERIAL = \"macklin-mueller-neo-hookean\"\n", "YM, PR = 3000.0, 0.4 # Young's modulus, Poisson ratio\n", "RHO = 1.0 # density\n", "GRAVITY = -9.8 # vertical gravitational acceleration\n", "K_PIN = 1e7 # soft-pin stiffness on the left wall\n", "# Backward-Euler time stepping\n", "DT = 2e-2 # timestep\n", "N_STEPS = 80 # steps of the sag simulation\n", "NEWTON_ITERS = 30 # max Newton iterations per step (with line search)\n", "# subspaces\n", "K_MODES = 12 # skinning eigenmodes (bones); LMA gets K_MODES or 6*K_MODES modes\n", "WEIGHTS_SHOWN = [0, 1, 4, 8] # skinning weight fields drawn\n", "LMA_MODES_SHOWN = [2, 3, 4, 6] # LMA mode shapes drawn\n", "LMA_MODE_AMPLITUDE = 0.4 # largest vertex displacement when drawing a mode shape\n", "# validation\n", "FD_STEP = 1e-6 # central-difference step of the gradient check\n", "FD_NOISE = 0.01 # random perturbation of the subspace coordinates for the check\n", "SEED = 0 # random seed (gradient check and timing pose)\n", "# timing study\n", "TIMING_NOISE = 0.005 # random vertex perturbation of the timed pose (below the edge length)\n", "TIMING_MODE_COUNTS = [2, 5, 10, 20, 40] # skinning eigenmode counts that are timed\n", "TIMING_REPEATS = 5 # timings report the best of this many batches\n", "TIMING_INNER_SPARSE = 3 # calls per batch for the full sparse solve\n", "TIMING_INNER_DENSE = 200 # calls per batch for the (sub-millisecond) dense subspace solve\n", "# rotation study\n", "N_ANGLES = 73 # rest-shape rotations in [0, 360] deg (animation frames)\n", "SWEEP_MODES = np.arange(1, 21) # skinning eigenmode counts of the turn-averaged error sweep\n", "N_ANGLES_SWEEP = 49 # rotations averaged over in the sweep\n", "# videos\n", "FPS_DYN = 20 # sag video\n", "FPS_ROT = 18 # rotation video\n", "# colors\n", "FULL_C = \"#d62728\" # full space (reference / \"slow\")\n", "LMA_C = \"#1f77b4\" # LMA with 6*K_MODES modes (same DOFs as skinning)\n", "LMA_SMALL_C = \"#9ecae1\" # LMA with K_MODES modes\n", "SKIN_C = \"#2ca02c\" # skinning eigenmodes" ] }, { "cell_type": "markdown", "id": "31311514", "metadata": {}, "source": [ "## Two beams\n", "\n", "Both are $4 \\times 0.5$ libigl grids with the left wall pinned (blue squares): a high-resolution one for the timing study and a coarser one for the dynamics and rotation studies. The orange dot is the bottom-right tip vertex whose height we track during the sag." ] }, { "cell_type": "code", "execution_count": 2, "id": "858c5aa9", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:45.431670Z", "iopub.status.busy": "2026-09-24T03:44:45.431549Z", "iopub.status.idle": "2026-09-24T03:44:45.631949Z", "shell.execute_reply": "2026-09-24T03:44:45.631530Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "V_hi, T_hi = igl.triangulated_grid(NX_HI, NY_HI) # unit square, NX_HI x NY_HI vertices\n", "X_hi = (V_hi - 0.5) * np.array([WIDTH, HEIGHT]) # centered WIDTH x HEIGHT beam\n", "V_grid, T = igl.triangulated_grid(NX, NY)\n", "X = (V_grid - 0.5) * np.array([WIDTH, HEIGHT])\n", "n, dim = X.shape\n", "pin_hi = np.where(X_hi[:, 0] <= X_hi[:, 0].min() + 1e-6)[0]\n", "pin_idx = np.where(X[:, 0] <= X[:, 0].min() + 1e-6)[0]\n", "tip = int(np.argmax(X[:, 0])) # bottom-right corner\n", "\n", "fig, axes = plt.subplots(2, 1, figsize=(11, 3.8))\n", "utils.plot_mesh(axes[0], X_hi, T_hi, pins=pin_hi, lw=0.15,\n", " title=f\"timing beam: {len(X_hi)} vertices, {len(T_hi)} triangles, {X_hi.size} DOFs\")\n", "utils.plot_mesh(axes[1], X, T, pins=pin_idx,\n", " title=f\"dynamics beam: {n} vertices, {len(T)} triangles, {X.size} DOFs\")\n", "axes[1].scatter(*X[tip], s=60, color=utils.HANDLE_C, zorder=6, label=\"tracked tip\")\n", "axes[1].legend(loc=\"upper right\", fontsize=8)\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"meshes.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"017_meshes.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "91dba722", "metadata": {}, "source": [ "## Constant operators\n", "\n", "`beam_operators` builds, once per mesh, everything the dynamics reuse: the deformation Jacobian `J`, triangle areas `vol`, Lamé parameters, the lumped mass matrix `M`, the gravity force `f_g` and the soft pin `(Q_pin, b_pin)` on the left wall. The figure shows the lumped vertex mass of the dynamics beam. It weights the inertia term and the mass norm $\\lVert\\cdot\\rVert_M$ of every subspace projection below; boundary vertices carry less mass than interior ones." ] }, { "cell_type": "code", "execution_count": 3, "id": "50217424", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:45.633051Z", "iopub.status.busy": "2026-09-24T03:44:45.632957Z", "iopub.status.idle": "2026-09-24T03:44:45.725973Z", "shell.execute_reply": "2026-09-24T03:44:45.725465Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def beam_operators(X, T):\n", " \"\"\"Constant operators of the pinned neo-Hookean beam, built once from simkit.\"\"\"\n", " n, dim = X.shape\n", " mu_value, lam_value = simkit.ympr_to_lame(YM, PR)\n", " pin = np.where(X[:, 0] <= X[:, 0].min() + 1e-6)[0]\n", " Q_pin, b_pin = simkit.dirichlet_penalty(pin, X[pin], n, K_PIN)\n", " M_vertex = simkit.massmatrix(X, T, rho=RHO) # (n, n) lumped mass\n", " ops = {\n", " \"n\": n, \"dim\": dim,\n", " \"J\": simkit.deformation_jacobian(X, T),\n", " \"vol\": simkit.volume(X, T),\n", " \"mu\": np.full((len(T), 1), mu_value),\n", " \"lam\": np.full((len(T), 1), lam_value),\n", " \"M\": sp.sparse.kron(M_vertex, sp.sparse.eye(dim)).tocsc(), # (n*dim, n*dim)\n", " \"f_g\": simkit.gravity_force(X, T, a=GRAVITY, rho=RHO).reshape(-1, 1),\n", " \"Q_pin\": Q_pin, \"b_pin\": b_pin,\n", " }\n", " return ops\n", "\n", "ops_hi = beam_operators(X_hi, T_hi)\n", "ops = beam_operators(X, T)\n", "\n", "fig, ax = plt.subplots(figsize=(11, 1.9))\n", "utils.plot_scalar_field(ax, X, T, ops[\"M\"].diagonal()[::dim], title=\"lumped vertex mass diag(M)\",\n", " label=\"mass\")\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"vertex_mass.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"017_vertex_mass.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "14a46c91", "metadata": {}, "source": [ "## The system: one Backward-Euler step in a subspace\n", "\n", "Each step minimizes the incremental potential below (momentum target $\\tilde x = 2x_n - x_{n-1}$, neo-Hookean elasticity, gravity, wall pin). `subspace_beam_system` writes it in subspace coordinates $z$ with $x = Bz+q$: every term is evaluated on the **full** $x$ (full integration, no cubature), and the **Galerkin projection** $B^{\\top}g$, $B^{\\top}HB$ brings the gradient and Hessian down to $r$ coordinates. With $B=I$, $q=0$ it is the ordinary full-space step.\n", "\n", "$$x_{n+1} = \\arg\\min_x \\; \\tfrac{1}{2h^2}\\lVert x-\\tilde x\\rVert^2_M + \\Psi_{\\text{neo}}(x) - f_g^{\\top}x + \\tfrac12\\lVert x_{\\text{pin}}-X_{\\text{pin}}\\rVert^2_K .$$" ] }, { "cell_type": "code", "execution_count": 4, "id": "fa1c86a8", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:45.727372Z", "iopub.status.busy": "2026-09-24T03:44:45.727291Z", "iopub.status.idle": "2026-09-24T03:44:45.730040Z", "shell.execute_reply": "2026-09-24T03:44:45.729663Z" } }, "outputs": [], "source": [ "def subspace_beam_system(ops, B, q, x_curr, x_prev):\n", " \"\"\"Backward-Euler step of the pinned beam in subspace coordinates z, where x = B z + q.\"\"\"\n", " n, dim = ops[\"n\"], ops[\"dim\"]\n", " J, vol, mu, lam = ops[\"J\"], ops[\"vol\"], ops[\"mu\"], ops[\"lam\"]\n", " M, f_g, Q_pin, b_pin = ops[\"M\"], ops[\"f_g\"], ops[\"Q_pin\"], ops[\"b_pin\"]\n", "\n", " def energy_func(z):\n", " x = B @ z + q\n", " E_inertia = simkit.energies.kinetic_energy_be(x, x_curr, x_prev, M, DT)\n", " E_elastic = simkit.energies.elastic_energy_x(x.reshape(n, dim), J, mu, lam, vol, MATERIAL)\n", " E_gravity = -(f_g.T @ x).item()\n", " E_pin = simkit.energies.quadratic_energy(x, Q_pin, b_pin)\n", " E_total = E_inertia + E_elastic + E_gravity + E_pin\n", " return E_total\n", "\n", " def gradient_func(z):\n", " x = B @ z + q\n", " g_inertia = simkit.energies.kinetic_gradient_be(x, x_curr, x_prev, M, DT)\n", " g_elastic = simkit.energies.elastic_gradient_x(x.reshape(n, dim), J, mu, lam, vol, MATERIAL)\n", " g_gravity = -f_g\n", " g_pin = simkit.energies.quadratic_gradient(x, Q_pin, b_pin)\n", " g_total = g_inertia + g_elastic + g_gravity + g_pin\n", " g_z = B.T @ g_total # Galerkin projection\n", " return g_z\n", "\n", " def hessian_func(z):\n", " x = B @ z + q\n", " H_inertia = simkit.energies.kinetic_hessian_be(M, DT)\n", " H_elastic = simkit.energies.elastic_hessian_x(x.reshape(n, dim), J, mu, lam, vol, MATERIAL, psd=True)\n", " H_pin = simkit.energies.quadratic_hessian(Q_pin)\n", " H_total = H_inertia + H_elastic + H_pin\n", " H_z = B.T @ (H_total @ B) # Galerkin projection\n", " return H_z\n", "\n", " return energy_func, gradient_func, hessian_func" ] }, { "cell_type": "markdown", "id": "9c585bd0", "metadata": {}, "source": [ "## Two subspaces, built once\n", "\n", "Both bases come from the lowest eigenvectors of a mesh operator but use them differently. We build LMA with $6k$ modes (as many DOFs as skinning) and also keep its lowest $k$; the printout lists the basis sizes and the lowest eigenvalues.\n", "\n", "* **LMA** (`simkit.linear_modal_analysis`): the lowest vibration modes are *displacement* columns, $x = X + B_{\\text{lma}}z$, so $q = X$. A sum of fixed displacement fields is linear in $z$, and rotation is not.\n", "* **Skinning eigenmodes** (`simkit.skinning_eigenmodes`): the lowest Laplacian eigenvectors are skinning **weights** $W$, each carrying a $2\\times3$ affine transform, $x = B_{\\text{skin}}z$ with $q = 0$. That is 6 DOFs per mode, and affine transforms contain rotation." ] }, { "cell_type": "code", "execution_count": 5, "id": "3001e973", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:45.731161Z", "iopub.status.busy": "2026-09-24T03:44:45.731090Z", "iopub.status.idle": "2026-09-24T03:44:45.774992Z", "shell.execute_reply": "2026-09-24T03:44:45.774282Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "k = 12\n", " LMA small basis: 12 columns (k displacement modes)\n", " LMA basis : 72 columns (6k displacement modes)\n", " skin basis : 72 columns (k weights x 6 affine DOFs)\n", "lowest LMA eigenvalues : [-1.009e-13 -3.836e-14 4.272e-14 1.026e-01 6.580e-01]\n", "lowest skin eigenvalues: [2.243e-14 6.166e-01 2.464e+00]\n" ] } ], "source": [ "E_lma, B_lma = simkit.linear_modal_analysis(X, T, 6 * K_MODES) # 6k displacement modes, lowest first\n", "B_lma_small = B_lma[:, :K_MODES] # the lowest k of them\n", "W, E_skin, B_skin = simkit.skinning_eigenmodes(X, T, K_MODES) # k weights -> 6k affine DOFs\n", "q_lma = X.reshape(-1, 1) # LMA: x = X + B z\n", "q_skin = np.zeros((X.size, 1)) # skinning: x = B z\n", "print(f\"k = {K_MODES}\")\n", "print(f\" LMA small basis: {B_lma_small.shape[1]:3d} columns (k displacement modes)\")\n", "print(f\" LMA basis : {B_lma.shape[1]:3d} columns (6k displacement modes)\")\n", "print(f\" skin basis : {B_skin.shape[1]:3d} columns (k weights x 6 affine DOFs)\")\n", "print(f\"lowest LMA eigenvalues : {np.array2string(E_lma[:5], precision=3)}\")\n", "print(f\"lowest skin eigenvalues: {np.array2string(E_skin[:3], precision=3)}\")" ] }, { "cell_type": "markdown", "id": "83f7a2fd", "metadata": {}, "source": [ "The skinning weights are smooth Laplacian eigenvectors of increasing frequency. $W_0$ is constant (eigenvalue $0$): its affine bone moves the whole beam as one rigid or affine body, which is where exact rotation comes from." ] }, { "cell_type": "code", "execution_count": 6, "id": "56e66c67", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:45.776372Z", "iopub.status.busy": "2026-09-24T03:44:45.776249Z", "iopub.status.idle": "2026-09-24T03:44:46.075423Z", "shell.execute_reply": "2026-09-24T03:44:46.075016Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(2, 2, figsize=(13, 3.4))\n", "for ax, j in zip(axes.ravel(), WEIGHTS_SHOWN):\n", " w_max = np.abs(W[:, j]).max()\n", " utils.plot_scalar_field(ax, X, T, W[:, j], cmap=\"RdBu\", vmin=-w_max, vmax=w_max, edges=False,\n", " title=f\"skinning weight $W_{{{j}}}$\")\n", "fig.suptitle(\"skinning eigenmode weights = Laplacian eigenvectors\")\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"skinning_weights.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"017_skinning_weights.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "acbdad4b", "metadata": {}, "source": [ "LMA columns are displacement fields instead. Below, the rest beam is displaced along a few of them and colored by displacement magnitude. The first three eigenvalues are $0$: they span the two translations and the **linearized** rotation $\\delta x \\propto (-y, x)$ (mode 2 here is a mix of them, rotating about a shifted center). The next modes bend the beam." ] }, { "cell_type": "code", "execution_count": 7, "id": "7ba3997c", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:46.076504Z", "iopub.status.busy": "2026-09-24T03:44:46.076378Z", "iopub.status.idle": "2026-09-24T03:44:46.309400Z", "shell.execute_reply": "2026-09-24T03:44:46.308873Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(2, 2, figsize=(13, 4.2))\n", "for ax, j in zip(axes.ravel(), LMA_MODES_SHOWN):\n", " mode = B_lma[:, j].reshape(n, dim)\n", " magnitude = np.linalg.norm(mode, axis=1)\n", " U = X + LMA_MODE_AMPLITUDE / magnitude.max() * mode\n", " utils.plot_scalar_field(ax, U, T, magnitude, edges=False, label=\"|displacement|\",\n", " lims=((-2.6, 2.6), (-1.0, 1.0)),\n", " title=f\"LMA mode {j} (eigenvalue {E_lma[j]:.2f})\")\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"lma_modes.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"017_lma_modes.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "d69ea1c5", "metadata": {}, "source": [ "## Checking the system\n", "\n", "Before timing anything, two cheap checks on the dynamics beam. The projected gradient $B^{\\top}g$ in the skinning subspace matches a central finite difference of the energy (`simkit.gradient_cfd`) to about $10^{-9}$. On the first time step from rest, Newton cuts the gradient norm (in each space's own coordinates) by five to six orders of magnitude within two steps in every space; the skinning solve then idles at round-off, where the stiff pin meets a dense basis, until its step drops below the tolerance." ] }, { "cell_type": "code", "execution_count": 8, "id": "64ecc6de", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:46.310761Z", "iopub.status.busy": "2026-09-24T03:44:46.310659Z", "iopub.status.idle": "2026-09-24T03:44:46.615508Z", "shell.execute_reply": "2026-09-24T03:44:46.614799Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "skinning subspace gradient vs finite differences: relative error 3.7e-09\n", " full : 3 Newton iterations\n", " LMA 72 modes : 3 Newton iterations\n", " skinning 72 DOFs : 6 Newton iterations\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x_rest = X.reshape(-1, 1)\n", "rng = np.random.default_rng(SEED)\n", "z_rest_skin = simkit.project_into_subspace(x_rest - q_skin, B_skin, M=ops[\"M\"])\n", "z_check = z_rest_skin + FD_NOISE * rng.standard_normal(z_rest_skin.shape)\n", "energy_func, gradient_func, _ = subspace_beam_system(ops, B_skin, q_skin, x_rest, x_rest)\n", "g_fd = simkit.gradient_cfd(lambda z: np.array(energy_func(z)), z_check, FD_STEP)\n", "g_an = gradient_func(z_check).ravel()\n", "print(f\"skinning subspace gradient vs finite differences: relative error \"\n", " f\"{np.linalg.norm(g_fd - g_an) / np.linalg.norm(g_an):.1e}\")\n", "\n", "spaces = {\n", " \"full\": (sp.sparse.identity(X.size, format=\"csc\"), q_skin),\n", " f\"LMA {B_lma.shape[1]} modes\": (B_lma, q_lma),\n", " f\"skinning {B_skin.shape[1]} DOFs\": (B_skin, q_skin),\n", "}\n", "grad_norms = {}\n", "for name, (B, q) in spaces.items():\n", " z0 = simkit.project_into_subspace(x_rest - q, B, M=ops[\"M\"])\n", " step_funcs = subspace_beam_system(ops, B, q, x_rest, x_rest)\n", " _, info = simkit.solvers.newton_solver(z0, *step_funcs, max_iter=NEWTON_ITERS,\n", " do_line_search=True, return_info=True)\n", " grad_norms[name] = [np.linalg.norm(g) for g in info[\"g\"]]\n", " print(f\" {name:22s}: {info['iters'] + 1} Newton iterations\")\n", "\n", "fig, ax = utils.residual_plot(grad_norms, colors=dict(zip(spaces, [FULL_C, LMA_C, SKIN_C])),\n", " markers=True, xlabel=\"Newton iteration\", ylabel=\"gradient norm\",\n", " title=\"first Backward-Euler step from rest\", figsize=(6.5, 4))\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"newton_convergence.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"017_newton_convergence.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "d0d4b2bc", "metadata": {}, "source": [ "## The full solve is slow\n", "\n", "On the high-resolution beam we build the full-space system at a slightly perturbed pose (zero velocity) and time its two halves: **evaluation** (gradient and Hessian assembly) and the sparse **linear solve**. `utils.best_time` reports the best of several batches of calls." ] }, { "cell_type": "code", "execution_count": 9, "id": "62fd1727", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:46.618911Z", "iopub.status.busy": "2026-09-24T03:44:46.618481Z", "iopub.status.idle": "2026-09-24T03:44:46.984100Z", "shell.execute_reply": "2026-09-24T03:44:46.983740Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "high-res beam: 7200 DOFs\n", "full-space eval (grad+Hess): 26.1 ms\n", "full-space linear solve : 12.3 ms\n" ] } ], "source": [ "x_rest_hi = X_hi.reshape(-1, 1)\n", "q_zero_hi = np.zeros((X_hi.size, 1))\n", "x_def = x_rest_hi + TIMING_NOISE * rng.standard_normal(x_rest_hi.shape)\n", "_, gradient_full, hessian_full = subspace_beam_system(ops_hi, sp.sparse.identity(X_hi.size, format=\"csc\"),\n", " q_zero_hi, x_rest_hi, x_rest_hi)\n", "\n", "def evaluate_full():\n", " return hessian_full(x_def), gradient_full(x_def)\n", "\n", "H_full, g_full = evaluate_full()\n", "H_full = H_full.tocsc()\n", "t_eval_full = utils.best_time(evaluate_full, rep=TIMING_REPEATS)\n", "t_solve_full = utils.best_time(lambda: sp.sparse.linalg.spsolve(H_full, -g_full), inner=TIMING_INNER_SPARSE,\n", " rep=TIMING_REPEATS)\n", "print(f\"high-res beam: {X_hi.size} DOFs\")\n", "print(f\"full-space eval (grad+Hess): {t_eval_full * 1e3:7.1f} ms\")\n", "print(f\"full-space linear solve : {t_solve_full * 1e3:7.1f} ms\")" ] }, { "cell_type": "markdown", "id": "3ba61272", "metadata": {}, "source": [ "## The subspace shrinks the *solve*, not the *integration*\n", "\n", "We now build skinning subspaces with more and more eigenmodes on the same beam and time the same two halves. With full integration the subspace system still evaluates the neo-Hookean energy on every triangle and then projects, so **Plot 2** (evaluation) stays at the full-space cost. What collapses is the solve, from a sparse $n\\,\\text{dim}\\times n\\,\\text{dim}$ system to a tiny dense $r\\times r$ one (**Plot 1**, log scale, full solve in red)." ] }, { "cell_type": "code", "execution_count": 10, "id": "09ad0202", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:46.985343Z", "iopub.status.busy": "2026-09-24T03:44:46.985273Z", "iopub.status.idle": "2026-09-24T03:44:48.528440Z", "shell.execute_reply": "2026-09-24T03:44:48.528074Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " skinning k= 2 (r= 12): solve 0.00270 ms eval 24.1 ms\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " skinning k= 5 (r= 30): solve 0.00646 ms eval 25.0 ms\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " skinning k=10 (r= 60): solve 0.01504 ms eval 25.7 ms\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " skinning k=20 (r=120): solve 0.05279 ms eval 28.4 ms\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " skinning k=40 (r=240): solve 0.18921 ms eval 30.8 ms\n" ] }, { "data": { "image/png": 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W33bbbWofPHjwoH4Ztrlly5YWrTcmJkatd/PmzfplP//8s1qG46DhfvzRRx8ZHQvB3L66cOFC9bj169frlw0YMEAXGhqqO378uH7Zv//+q/P39y9xHMN9vKeGrwmfayx/9913S7ynOH5o8LoN3zPT44Yp03WkpaWp577hhhuMPrPPP/+8etzIkSP1y6ZMmaKrUqWK7sCBA0brfO6553R+fn665ORkXVmwLvy9KXNt2q9fP11cXJz+/pIlS9T24PheGhwjTD9n1n5+S/vcEJF79CU1ffv2Veeec+fO2dSXtPT8l5CQUOJYrfXR0P8wPL6ZHuvQJmiP3r17lzhPGR57LT2em3sOePDBB9X5yPD4h2M+nseS/in6C3jvzpw5Y3SOQvvcddddJbZz1KhRRuu85ZZb1P5RHrxmw22ytf8A2A6tj9WrVy/Vz9faRms37Xyya9cudR/PV5Y2bdroatSoYfZ3pbVnabR2xuvDediW89UTTzyh1vHHH3/ol2Fd6F+a7helnRtN9zV8DvHY7777rsRjtT6CpZ8NrV3xWTA0bNiwUrfHEI4xeNxPP/1kUX/Cmu9W5j47ODaY60+V12baunDMMexHjR07VvWNzp8/X26fzdL+1bfffqueC997NEVFReoYYvrasY1YhnWYsvQ7XlnHYtM2tfb7iSXtpcF6H374YbPbQfbDocekMseQKYHMIVzpxJWNJUuWqCtX5mC4F7I5kGFhOB8BrgjhSgaGLzgDhvGVdwXYEni9hnOIYNgKhl4iS0iDqym4QobXhytp2k0bWoMsp9JoGYPIfrJkqIWltMwawysx2kSzoM3RhitL5Q0DxBV1ZC1pMLwBmU/ausDwiiQyavD6ccUO74E2HBMp4uvXr1dXHXH1y5CWWYXH4wooroDh34btiatcuKpd1nBbS14XthtX8g3nRcKVrDFjxqiro+aGFhteJcb+bThcFZl+eC78Ds6ePauuguIqOYYMa9uPLEC8Bgw1Nxw6ZQm8rj/++ENdrbMUstJQ6Q1XlXFlX4P3DldrcXUXWQOGMFeT4bx22ucZGY2Gc7sg+9I029XazwGuhiI70vR1Yv/BFUlr4D3FduM9NIShyNiPkJFqK2xjly5d9Pe1q5x4XYb7sbbc8Nhg+LlAFgDaQ5s7R9uP8T4hAwPvE4Z/aTCMRMtaNndcxtAjDTLhcFXW8LkdAduJzBYcTwyHlJjL8sX+gKvFuAJsuD9g2/GacSywhWGb4niAdWJfwmvXpmvQjgPI5igoKLBq/bZ8fk0/N0TkPn1JVEDFse31118vMX+tpX1JS89/qPiMjHfDLBgcD9GPQL/H8Phm+G+MCMHxDcdUS6YcsZThc2jHOzwH+qOWDrk2hGwmjDZBHwHZbobnKAwJNOw3atC/MITnx/HWtH9SHlv7D6a0jE+MGjAH7QSG/WJz8HtrX0N5MHLAcKSBNecrtD36H/gOo8G6tOGltkB/HVP3mBslo/URLP1saPuGaT+urFFEhrQpXdDncAfIrjTsR2G/x7EAw2bLY2n/ClPS4PsN+igajHgx/Y5oCFmDpiz5jmcNW76fWNNeWruQYzFQSGq+AZx0cSDHXBj4MoaTT2m0DyzmBzOFk4QlB0BXgrk2TOd6wQEInTYNTsRIocYJ1/CGDiGgs1saDFvA8AakwyNFH22LNte+8NqqadOmRvcRVMDJQZubBkEtDFVAmj9S2dFxx1AFc8E103WhPRDEMJznBun+WscQXwDw+rXhudpr0YIY2vBccxBMxPBfDBMwbU8MQSqvPS15XdgH8ZpMq5BpQ1DL2kcxPBQBMsNOPv6Njr/2fmOoKk6eEyZMKPEakDJf3mswB/PdYP5DfMlCJw8d2fKCQmhLdPbNfRbxWtEmpnNNmg6j0drCdB9Ax8Pw5G7L58DckB18KcTjESDDZw9BZdO598zBdiLIZtpxt+Q9LY9pUFsLkBoOuzZcbnhsQCceQ560+VXRHtrr1j4XaBcMzcJnypS5Zea2ydxxyRFK2x/wukw759gf8N6Z7g9aoQBrPwMaDCfBOrS5r7BObQ5SrU1x7MEXKgzjxnEV82NhyJYlc8ba8vktbfgZEbl2XxLn7xdffFFNWWHuC7KlrDn/oZ+C45gWwEEwEr/XLjZqcKEDgR0EStG30qZMqGj/0BC2GUEenL9wsQnPoV0ct+V5ynrfcD7Gl3fT6RlMz2faucTa85mt/QdTGHqMIbqlzVWo9TO0gGFp8PvygonWMj3XWHO+0vq+psy9V9ZMIVBWn96azwa2D/1yw4ugtmyfPZJEnKEi+72l/Su0KYJvpvNolta3xHQu5uZZtuQ7njVs+X5iTXthH2AhE8fjHIWkghJapTpvVFqWiOGJCAc0zFmICn7mmAYUTL311lvqAIwsOFxhwdU0bW5Bc4FKjeFk0+UxXQeCFrjihE47rszjhIMOM67wYRusyY7BduBKMYIimMcQnXh8iUcnGK+rvIxFQ9pj0VEtbQ4NbR4xc+z5uszBnDC4AoZMiPfff1/NmYQOPzISTF/DU089VeoXodJO0qXB1WJcPcPz4nVg7iDMwYM510rLOrNFReaqsfZzYO65MC8RshGQYYssQNwQ4EFWa3nFZhyltH3GkmMD3jfMG4O5EhFMRgcL7YSAszWfC1ue2xr2OMaYwuvDcQFzz5ijfUmw9ksJ5p/CMQb7GfYpZLoiEwHzHWltiteDDB0cQzGHIfYnfGnEsRbLyppfy5bPb0U+N0TewBX7kghc4tyCLMXSsscccf5DQBBziSErCNlSuJiJQB3OCxoUD8C8bghaoa+BL/u4QIfz4YIFC+xyPMdFWXzZR4AQc+IiQIOgJDIW0ZeryDmqMs5n9uw/IMiGudIwZ5pplimO/wioYM7t0uCiFOYrtvc+b3qucUR/syy29Akq+h3JUtp8p5YGmB3R73HWfu+I/pX2Hcc0icKe3/Gc1V44tpnON0v2x0AhWS0mJkb9xAlSSyvXYJn2e3CFaL89tgGdK1SQwhdYW9eHkyhuuLKNwAKy4tBxRdEA7aoJDnyGyrqijqtNhlcecdURB3PDSaRxMsA244YTOIJdmDAXQTbtqpS2LtODMtanBewwKTEmJEZHDB0yjenwDy0DzbAysCmt0hlOTIbbYI3yXhf2QXTw0B6GJ0RtmI3hPmoOOvl4rZjMGhM4oz0MMwG014lOva2vwRx8UcAVc9xwtRATNqMwR2mBQrQlriLic2cKrxWvvbwOmtYW2AcMP88YzolqlRhyYs/PASDwgyFYuOE9wutFZx1XzEvr8GI7MXTM9Aq+pe+pI6Czin0EWW2YHL60zxO+3ODLGT5Tpswtq4jS3hfDY4zhlyLTY4zh/mCYUYqrw6adc+wPGMpvz88Agn74AoaJ0g2vLpc2vQOycXDD5wRfrjHECgUBkHFcWls46vNLRK7Tl8RUHsikQyAHgToEfirCmvMf+mYInOIiJibjxwU/XIDEl3TDIZ04LyDoZbgcga/yWHo8RyYjhmvi+RGQ1JirRG1pGxu+b6ZwPsaXdwQZHMWW/oM5CKAiUIgLsobnb8D2I+MQQ37Rpub6F9incK5CcT1HsuZ8he007X+U9l5hHzL9zoFpRzC03HS/L6tPb81nA9uH9wwXBA0zzcxtnzkIYFlSSV1jy3crZyutvSztX6FN0T9C9p5hVqE1fUtLv+OVtb2O+H5SGgQwsa+WV6iQKo5Dj8lq6HThiy+CXIbDvHBlD0EVw+pVWmfB9CBtD0iTtmR+FXtsA7KGcGCaPXt2id9h2EJZVTAxBwOqTBlCwBAHSa39cLUXnSvTOb1wlbk0Wol6DapTgRZUwpUhU8h4AtPheaiUbDjEApk66Cxo69Ku8hhe1cG/UbHP9MSAzuhnn32m3h9D2t9iXRgyiE6yuc4HAhJlseR1oVIr5p8xHD6M9wBthEwj04rGpnBiRvo9/h43dPgNg7LY/7Ur0aadKktegykETU1T+/EcGGpb1lBKtCUqvyJT1XCYOLIgETRBVTPsW+V9nvG+4fNsWNUWlRJNPzMV+RyYzjGjwedAC0iX9VrxnqKd3nvvPaPlyDJDx8WeWZeWMve5ANNqv3gc9ilU/jOcgxIduYrMrVja8c7csU4b6mN4jMH7ZZqFge3EFxJ8Vgxfl7kKxtgftmzZor7omsI2mB73bG1TfDZMvzwjaGna7qbHAa3TbNoe9v78EpFr9SW1v8eFUwzvLSsj2NK+pLXnP1xcRHYz+kMYjms67BjHOpy7DLObcB43rBBbGkuP5+aOpzjPm+tboo0tGWKIC5o41uK5DN8P9OcwGgLnakextf9Q3lyFmArHFC7qo92QUWU6PBmBKmR6oS1QCdaRrDlfoe2xz6FireHvv/zyS7P7kOl3DrSDabYd+usIAmK0iyltv7L0s6H109555x2jx5jrX5iD+U4RXML8ppaw5buVs5XWZ7O0f4UsU1zYN2x7BGNNvyOWxdLveNr2attQ3jor+v2kNNu3b3eZytaejhmFZDV8icQVOMwnh4ALCkbgg48DCjplY8eOLVHCHENtcTDDgQNzypUGV3m0kuvaiQAZd9pVkxEjRugfi6seKEpRXgo3Toa44orOKDKRcJBDUQJr5pzC8+LqISZkxpUbZAPiZIrOJZbjQF7a8ANckcQV5dtvv12liuPgjteoBcw0yIDBRNv4iXXhxIYrPKVBRwXDVjCUBSeT+fPnqwlitQwwDDPBOtBZRtshQw0nRwx1xgHaEIJiWIb3FO8lTtq4MqtNjoureGhHDH1AZwAHdwT6zKX/owOAdSEbDhPTop1xksAwYQwZAbxOtCPeBzwHikkgAIjhMMgaMxcM1FjyuvC86FShg4cTCvZLBD8xhBivrbw5ZbCPDxo0SGUmoYPzv//9r8RjcBLG8yHoi9eAq75oO7wXx44dUx0rSyFIi+1HERm8fwhmoh3+/PNPNZSyLPh84KoftgVX1pE1gdeOTjPm3ykPXivWgc4usjrwZQb7FgIzpnMUVuRzoMH+jfcXz4XXjM88glL44lHW1UFkD+AKPzJHsT+hnfClBJ0QDO0ynfPGGfA5QGAc7YyOGjqx2CZzV7vxhQS/Q5thniwt6Im5f7TPhT3gmIs5rvCe4jOMLxloa3TYkKGHebowTBrHH3yBRZDYMKiP+/icY2oEZErgiwcmssaXd9NhHlgPMv/wOHzW8Nz4vODqND5veJ+sHRqC7dQyRrBP4oo6OsB4HYZfkvAlFZ97ZAzhvcdnCI/De6J9UUVwAMcWBPtx7MVxDu2Nmz0/v0TkOn1JHAvwGPRPcIwyLYqC44Vh8SpL+5LWnv/wRR/HUtxw7DHNDEIfBiMi0IdD3w19GRyXcNwua8grWHo8xxdpZFVhmhe0HQKT6H+ae61oYxwrMaf2lVdeqfohOA6bg6lREPRBO2IbEAzCeRzDq3GucxRb+w+lwX6Hm7kCdzi3o++H9kAwEuc4BAbxfuNcg2AMpsRwRmENS89XCF7i/cU+hbmT8X0HwT9tlI1pW2JfxvcQDDvFOrAPmzvP43yO7zCY3gP7Cd4DnPvxvQp9MUs/G3if8DnHuRtBaeyfGJVhTfYb5iNG0NLSOeqs/W7lbKX12SztXyFTGckMKOyHdsT3Nfyd9j3Kkjay5jueNcfiin4/KQ3WieNf+/btbV4HWciOFZTJzWjlyP/8888yH7dmzRr1OPw0tGjRIl379u11QUFBuho1aujuvPNO3bFjx4weU1hYqHvsscd0tWvXViXWy9vltOcydzMtH4/7lu7CP/zwg65FixY6f39/o3LxWAdK05tCCXmUuzeUn5+vmzZtmno8XnP16tV1HTp00E2ePFmXnp5e6nMnJibqRo0apWvcuLEuODhYtVWvXr10v/76a4nS9Pfee68uIiJClY4fPHiwLi0trUS5efwby/bt26e77bbb1GOxLY8++qguJydH/7jVq1frbr75Zl1UVJQqI4+fd9xxh+7AgQMl2nvhwoW68ePH6+rUqaMLCQnR3XDDDbojR44YbR+eD6Xrq1atqqtVq5bu/vvv1+3evduoPTV79+7V3XLLLbpq1aqp19y8eXPdhAkTjB6TmpqqGz16tK5Bgwa6gIAAXd26dXV9+vTRffzxx6W2paWvS1v/Pffco7YVj2vdunWJ7QTT9tX88ssv6nfYb48ePWp2Ww4dOqS766671LbjNdSvX19344036hYvXlzmazB93ry8PN3TTz+ta9u2rXo/q1Spov79/vvv6yyxY8cOXb9+/dR7ExoaqvavzZs3W/V5x3PFxsaqfbtjx4669evXq8+H6efO0s8Bngvvrym0zXXXXaf2NbwvDRs21D344IO6kydPlvs6MzMzdWPHjlXvOdq7adOmujfffFNXXFxs9LjSPtfm4HOO/d2Uue1PSkpSy/GcGhzztH0dn93bb79dd+LECbP7FfZdHDPxunE8+OSTT3RPPvmk+oyU99zatuLYZPqeYrs0KSkp6vVgPzI9bm7fvl3XuXNnfbu//fbbZtdRVFSk3s969eqp40HPnj3VZ9r0+bX3BMeOJk2aqPXi89a1a1fd//73P7WvlAXrwr5u6scff9S1adNGtUujRo3U/vbZZ58ZbSf2eXzu8TqwH2J/wmdv27ZtRuvC5wD7J7bN9D2x5PNr6XmSyFu5Wl9SO06XdjM9hlnTl7S2H9itWze17vvuu8/s+j799FN1HsO6LrvsMtWWWh/PkLljr6XH802bNumuuuoqdSzHufOZZ57R/fzzzyXei6ysLN2wYcPUuQy/0/rAWnua9p/Qh8Xrw3rDw8N1AwYMUP1EQ9prOXXqlNFyc9tpjmlfvCL9h9LOq4bfO8ztw+gLoc+JcxvOE3hO9H8PHz5c5vPhPGz6PaIs5voXtvQ39+zZo/ZpnD/xmClTpqj9zNx5/tlnn1WvC/1G9CEPHjxodl87c+aM+o6B9aHdo6Oj1WNOnz5t9WcD31PGjBmjq1mzpjr/Y79BH7u0vrgpnPvx2A0bNljUn7D0u5W5fdJcH9ic0vpmpvuTuWNgWX02S/tX+Hzhs4t14HXefffd6nOP9X311VfltpE13/HKOhabew8r8v3EXHthv0Xf9MUXXyz1/SD78cH/LA0qEpFnwfw1yNLChNvIZiMi58LVYFQLNDevEBERERFdgrkQMTWPNgKNSsIUBhhxsXHjRpXh6UmvCxnYmOcSGb7kWJyjkIiIyAlM5zlCcBBDlzD/EBERERGVDQUMMUzelYqSuFLfEsO+MSQfQ4gxDZQnwXQVmM6LQULn4ByFREREToB5hTDXDH6ig4t5aTAfH+YVIiIiIqKyYX5zw+J73u6xxx5TwULMGYr5/1DlfPPmzSqgWlYhJ3eEeTnJeRgoJCIicgJMML5w4UJVZTEoKEh16tCRa9q0KdufiIiIiKyC4icofIgK77m5uaooCjIKkXlHVBGco5CIiIiIiIiIiIg4RyERERERERERERFx6HGZiouL5cSJExIWFiY+Pj7cX4iIiMgj6XQ6yczMVNUkfX29p9Yd+3pERETkDXRW9PU4R2EZECRs0KCBvd8fIiIiIpd09OhRiY6OFm/Bvh4RERF5k6MW9PUYKCwDMgm1hkSJcUdezU5LS5M6deq49FV8d9lOZ2F7EPcRIvKUc01GRoa6OKr1fbwF+3qXsF9TEtuEysN9hIg8sa/HQGEZtOHGCBI6OlCIsuZ4DlcOwLnLdjoL24O4jxCRp51rvG2qFfb1LmG/piS2CZWH+wgReWJfj9EeIiIiIiIiIiIiYqCQiIiIiIiIiIiIGCgkIiIiIiIiIiIiBgqJiIiIiIiIiIiIgUIiIiIiIiIiIiJSWMyEiIiIiIiIiIiIGCgkIiIiIiIiIiIiBgqJiIiIiIiIiIiIgUIiIiIiIiIiIiJioJCIiIiIiIiIiIgU/4s/qDRXhIRI3q5dkl2lisMaqbi4WArPnZPsY8fE19d168u4y3Y6C9uDuI8Qkaeca/IuXHDYuomIiIjIfTBQWI75DWPk9AMPymknvBlZ4h7cZTudhe1B3EeIiOcaIiIiIvIETAsjIiIiIiIiIiIiBgqJiIiIiIiIiIjIS4Ye33LLLbJ27Vrp06ePLF682Kq/HZ58RFauXClVHDxH4blz56R69eouPfefu2yns7A9iPsIEXnKueYC5ii85hqHrZ+IiIiI3INXBAoff/xxGTVqlMydO9fqv92RkyNB7dpJaHi4OPJLQGZqqoRGRrp0AM5dttNZ2B7EfYSIPOVcU5iR4bB1ExEREZH78IpoT8+ePSUsLKyyN4OIiIiIiIiIiMhluXygcP369TJgwACJiooSHx8f+f7770s8ZtasWdKoUSMJDg6Wzp07y9atWytlW4mIiIiIiIiIiNyVyw89xpw5bdu2VUOHBw0aVOL3ixYtknHjxsmHH36ogoQzZsyQfv36SUJCgtSpU8eq58rLy1M3TcZ/w3Aw7Ac3R9HW7cjn8KbtdBa2B3EfISJPOdfw3E5EREREbhEo7N+/v7qV5u2335b7779f7rnnHnUfAcNly5bJZ599Js8995xVzzV16lSZPHlyieVpaWmSk5Mjjnbq1ClxB+6ync7C9iDuI0Tk7ueazMxMh66fiIiIiNyDywcKy5Kfny/bt2+X8ePH65dhou++ffvKli1brF4f1oPsRMOMwgYNGqjMxHAHFzPBF4DatWu7dJEQd9lOZ2F7EPcRIvKUc01ISIjD1k1ERERE7sOtA4WnT5+WoqIiiYyMNFqO+/v379ffR+Bw9+7dahhzdHS0fPPNN9KlS5cS6wsKClI3U+iYOyMw5qzn8ZbtdBa2B3EfISJ3P9fwvE5EREREbh8otNSvv/5aob/nHIWX2sHwp7djexD3ESLylHMNz+1ERERE5PaBwlq1aomfn5+kpqYaLcf9unXr2rxeVFHGDdmKwDkKjXFOPrYHWYefGSKqKG+co/CDDz5Qt8OHD6v7LVu2lIkTJ+rnru7Zs6esW7fO6G8efPBBNV81EREREXlhoDAwMFA6dOggq1evloEDB+qviOP+o48+avN6R48erW6YozAiIoJzFP6Hc/IZY3tQebiPEFFFefMchZgu5vXXX5emTZuKTqeTuXPnys033yw7d+5UQUNAQbuXX35Z/zehoaGVuMVERERE7s/lA4VZWVly8OBB/f2kpCTZtWuX1KhRQxo2bKiKj4wcOVI6duwonTp1khkzZqi5CLUqyPbAOQorpz3cBduDuI8Qkbufa1zxvD5gwACj+6+++qrKMPz999/1gUIEBq0ZRZKXl6duGlwUBk4zwylVzOE0M1Qe7iNE5InTzLh8oHDbtm3Sq1cv/X2tKjGCg59//rkMGTJEXWnHUJSUlBRp166drFy5skSBk4pg5/FSOxj+9HZsD+I+QkSecq5x9XM7poNBMTpcDDYsSPfll1/K/PnzVbAQgcUJEyaUmVU4depUmTx5conlnGbmEk6XURLbhMrDfYSIPGmaGR8dxnJQqXMUHjhwQBISEiQsLIytRERERB4JncfmzZtLenq6hIeHi6v466+/VGAwNzdXqlatKgsWLJD4+Hj1u48//lhiYmIkKipK9uzZI88++6waXfLdd99ZlVHYoEEDOXfunENftztMReEO2+hsbBPiPkJEnnKuQZ+nevXqFvX1XD6jsDJwjkLz2Flie5B1+Jkhoory5jkKAcFLTDmDTu3ixYvViBIUMGnRooU88MAD+se1bt1a6tWrJ3369JFDhw5J48aNza4vKChI3Uxxmhnnt4U7YZsQ9xEi8qZpZhgodKEOk7t0QtxlO52F7UHcR4jI3c81rnpeR+G6Jk2aqH+jgN2ff/4pM2fOlI8++qjEYzt37qx+Ym7r0gKFRERERFQ2BgotwDkKL7WD4U9vx/Yg7iNE5CnnGnc5t2M7DYcOG0LmISCzkIiIiIhsw0BhOXMUAie4NsbJetkeZB1+ZojIkya4dpbx48dL//79pWHDhmr7MD/h2rVr5eeff1bDi7X5CmvWrKnmKBw7dqz06NFD2rRpU9mbTkREROS2GCg0g3MUmsf51tgeZB1+Zoioorx5jkJcqL3rrrvk5MmTEhERoQKACBJee+21cvToUfn1119lxowZqhIyCpLceuut8uKLL1b2ZhMRERG5NQYKLcA5CiunPdwF24O4jxCRu59rXPG8/umnn5b6OwQGUdSEiIiIiOzL9XqFRERERERERERE5HQMFBIRERERERERERGHHluCVY8vtYPhT2/H9iDuI0TkKecantuJiIiICDhHoRmselw2VnBle5B1+JkhooryxqrHREREROR8DBSawarH5rGCK9uDrMPPDBFVlDdXPSYiIiIi52Og0AKselw57eEu2B7EfYSI3P1cw/M6EREREal+IZuBiIiIiIiIiIiIGCgkIiIiIiIiIiIiDj22BKseX2oHw5/eju1B3EeIyFPONTy3ExERERFwjkIzWPW4bKzgyvYg6/AzQ0QVxarHREREROQMDBSawarH5rGCK9uDrMPPDBFVFKseExEREZEzMVBoAVY9rpz2cBdsD+I+QkTufq7heZ2IiIiIVL+QzUBEREREREREREQMFBIREREREREREREDhURERERERERERMRAIREREREREREREbGYieUVB3FzFG3djnwOb9pOZ2F7EPcRIvKUcw3P7UREREQErHpsxqxZs9StqKhI3U9LS5OcnByH7zGnTp1yi73SXbbTWdgexH2EiNz9XJOZmenQ9RMRERGRe2Cg0IzRo0erW0ZGhkREREidOnUkPDzcoVfx8QWgdu3a4uvruvVl3GU7nYXtQdxHiMhTzjUhISEOWzcRERERuQ8GCi2AjrkzAmPOeh5v2U5nYXsQ9xEicvdzDc/rRERERAQMFBIRERFRhZ0/f16WLFkiGzZskCNHjkh2drbKhGzfvr3069dPunbtylYmIiIicnFMCyMiIiIim504cULuu+8+qVevnrzyyitqXud27dpJnz59JDo6WtasWSPXXnuttGjRQhYtWsSWJiIiIvpPsa5Ycgpz1E9XwYxCIiIiIrIZMgZHjhwp27dvV8FAcxA8/P7772XGjBly9OhReeqpp9jiRERE5LUSzibIvH3zZEXSCskvzpdA30DpH9tfRrQYIc1rNK/UbWOgkIiIiIhstm/fPqlZs2a5xVLuuOMOdTtz5gxbm4iIiLzW8sTlMn7jePERHynSFallCBYuTVwqPyX+JFO7T5X4uPhK2z4OPSYiIiIim5UXJKzo44mIiIg8KZNw/MbxaqixFiTU4D6W4/d4XGVhoJCIiIiI7GLu3LmybNky/f1nnnlGqlWrpgqZoMAJERERkTeb+/dclUlYFvx+/r75Ulk49NgCxcXF6uYo2rod+RzetJ3OwvYg7iNE5CnnGnut/7XXXpMPPvhA/XvLli0ya9YsmT59uixdulTGjh0r3333nV2eh4iIiKgy5RflS0Z+hqTnpcv5vPPqJ27aMv3y/HTJyLv0uOzC7HLXjczC5UnL5eVuL4uPT9lBRUdgoNAMdGpxKyq6mAaalpamJuF2tFOnTok7cJftdBa2B3EfISJ3P9dkZmbaZT0oVNKkSRP1bxQvufXWW+WBBx6Qbt26Sc+ePe3yHERERET2kleUpw/sqVt+utn7CPZpgT/cR6ViR8KchblFuRLiHyLOxkChGaNHj1a3jIwMiYiIkDp16kh4eLhDr+LjC0Dt2rXF19d1R4O7y3Y6C9uDuI8Qkaeca1BsxB6qVq2qipU0bNhQVq1aJePGjVPLg4ODnXLRlYiIiLxTbmGuPrPPMKsPgT0s17L6TAOBCMa5okDfQAn2C66U52ag0ALomDsjMOas5/GW7XQWtgdxHyEidz/X2Gvd1157rdx3333Svn17OXDggMTHX6zY9/fff0ujRo3s8hxERETkmXQ6ncrUKzGk1yCrTwX+cs+XWIbMQFcR7Bcs4UHhEhEUIRGBERd//nf7/cTvqlBJsZQ+7Yufj5/Ex8ZXyrBjYKCQiIiIiOwCU7e8+OKLagjyt99+q69wvH37drnjjjusWhfmOsTt8OHD6n7Lli1l4sSJ0r9/f3U/NzdXnnzySfnqq68kLy9P+vXrJ++//75ERkby3SQiIqrkgB/m4it1OG8ZQ3wLigtc5r0L8Q+R8MBwqRZUTR/ow33t32p5YESJoGCwf+mZgAmxCTJ46WARXenPqxOdDG8xXCoLA4VEREREZBeocPzee++VWD558mSr1xUdHS2vv/66NG3aVH3hQEXlm2++WXbu3KmChiiOggrL33zzjZoq5tFHH5VBgwbJpk2b+G4SERHZAc6/FwouGM3NZziEVz/U97+sPsOgX2Fxocu8B6H+oUZZfUZZfv/9G8E+LfAX8d/9IL8gu29L8xrNZWr3qTJ+43hV3RiFSwwzCREkxO/xuMrCQCERERER2Q0y/fbs2aOKwRlWU8bwmQEDBli8HtPHvvrqqyrD8Pfff1dBxE8//VQWLFggvXv3Vr+fM2eOXH755er3V111Fd9RIiKi/xTriiWrIMvirD7Def4MA1mVrWpAVbNZfYb3tUCfWo5Mv8AICfALEFcSHxcvjas1lvn75qvqxihcgjkJMdwYmYSVGSQEBgqJiIiIyC5WrlwpI0aMUAVNTCFQWFRk25cN/B0yBy9cuCBdunRRQ5kLCgqkb9+++sdcdtllqojKli1bSg0UYogybhoUrgMENA2DmvamrduRz+EN2+hsbBPiPkKupqi46FLAL9+4Eq9hVh+CfIaFPXBDsNBVhAWElRzK+98QXqPhvFp2X2C4uh/ga1vAzxXPbU2rNZXJXSfLhM4T5FjKMWlQt4H4+fk5bHutWScDhURERERkF4899pgMHjxYzSVoj7kC//rrLxUYRJYiKiovWbJEWrRoIbt27ZLAwEA11NkQnjMlJaXU9U2dOtXsMGhkPzqjKjMqWLs6d9hGZ2ObEPcRsjdk6SHgl1mQqb9lFGSUfr8wUzLzMyWrMEsNTXUFGDZb1b+qCvoZ3sIDwsu8j7/x870YECsXXmquSGFuoZyVs+KpQvxD5PTp0w59jszMTIsfy0AhEREREdlFamqqjBs3zm4FRZo3b66Cgunp6bJ48WIZOXKkrFu3zub1jR8/Xm2fYUZhgwYNpE6dOhIeHi6Ogqv4CDbVrl3bodWrPX0bnY1tQtxHqDyYh09l7JWS2WduKC+WIejnKnx9fC9m7Blk9hkO4zXN7NMKe2AYsMUBP6r0c01ISIjFj2WgkIiIiIjs4rbbbpO1a9dK48aN7bI+ZA02adJE/btDhw7y559/ysyZM2XIkCGSn58v58+fN8oqRKCybt26pa4vKChI3UyhY+6M4JiznsfTt9HZ2CbEfcTzFRQVlAjyaUN3jYJ8/y3X7iMr0FWgEIbp/H1GQT9zRTyCLwb8ECwkzz7X+FqxbgYKiYiIiMguUPH49ttvlw0bNkjr1q0lIMB4LqExY8ZU+Ko75hhE0BDrXr16tdx6663qdwkJCZKcnKyGKhMRkXfKL8ovtTCHYeBPHxT8L/CXXZgtrsLfx/9iFt9/BTn0WX3mCnUYLKsSUIUBP7ILBgqJiIiIyC4WLlwoq1atkuDgYJVZiAImGvzbmkAhhgn3799fFSjBvDqocIx1/vzzzxIRESH33nuvGkZco0YNNWwY8yMiSMiKx0RE7i+vKM8oq89oOG8Z1XpzCh0/36yl/H399YG+0rL6DIt3aMtC/UONzp9EzsZAIRERERHZxQsvvKCKhTz33HMVHj6DAiN33XWXnDx5UgUG27Rpo4KE1157rfr99OnT1XMgoxBZhv369ZP333+f7yQRkYvQ6XSSW5RbYviuPrPPJKtPX7E3L0P9nasI9A00m8Fnbpl+eWC4KlDBgB+5IwYKLRzm4shy2tq6XbFktztup7OwPYj7CBF5yrnGXuvHvIGYP9Aec+x8+umnZf4eWYuzZs1SNyIicmzAD5l6JTL5TLP6DJZpxT3yi/Nd5q0J9gu+lMFnENzTinXol5vM84eAH5E3YaDQDK3TWVRUpL+inZPj+BRmVLpxB+6ync7C9iDuI0Tk7ucaDO21B1QlXrRokTz//PN2WR8RkSsr1hWrABp++oqvWwT8MBdfaVl9hpl9+mX/Bf4KigvEVSBwZ1GhDoPfIfAX7B9c2ZtO5BYYKDRj9OjR6paRkaGGutSpU0fNfePu5bC9ZTudhe1B3EeIyFPONSEh9smWwEXWN954Qw0RxlBh02Imb7/9tl2eh4ioMiWcTZB5++bJiqQVKmMOQ1P7x/aXES1GSPMazZ0S8EO1XUuz+gzvF+oKxVWg+IalWX3aciwL9Aus7E0n8mgMFLpAmWpnP4+3bKezsD2I+wgRufu5xl7r/uuvv6R9+/bq33v37jX6HedpIiJPsDxxuYzfOF58xEeKdBdHoCFYuDRxqfyU+JNM7T5V4uPiLVoXMhEz8zPNFupAgM80q89wrj/tuV1B1YCq5gt1BBoM8zX4vTavX4Cv8cUkInINDBQSERERkV2sWbOGLUlEHp1JiCAhAnymtMDd+A3jVTAvLCjMqFqvueq9CPiZW1dlCQsMK1mow2QIr1aoQ7uPv2HAj8izMFBIREREREREVAbM0ff+rvdFdGU3U7EUy2tbX6u0tkSmo2GAT1+8wyTTz3A4L36HgJ+fr1+lbTcRuQ4GComIiIjIZg899JC8+OKLEh0dXe5jUeiksLBQ7rzzTrY4EbmkouIiOZp5VA6dPyT/nv9X/Tx4/qAkpSc5dbivr49vifn7LCncgYAf/paIyFYMFBIRERGRzVBopWXLltKtWzcZMGCAdOzYUaKioiQ4OFjOnTsn+/btk40bN8pXX32lln/88cdsbSKqdBjyezzruD4QiBv+nXg+Uc05aC9+Pn5m5+srUajDMCgYFKHm/WPAj4jcJlCYl5cnf/zxhxw5ckSys7NVBxETV8fGxtp/C4mIiIjIZU2ZMkUeffRR+eSTT+T9999XgUFDYWFh0rdvXxUgvP766yttO4nIO6FCcGp2qvx77l+jLMHE9ETJKcxxyHP6+/rLTwN/UgFAVPZlMSci8thA4aZNm2TmzJny008/SUFBgUREREhISIicPXtWBQ/j4uLkgQceUENQ0CkkIiIiIs8XGRkpL7zwgrohizA5OVlycnKkVq1a0rhxY35JJiKnBARP55zWBwK1oCAyBLMKsmxeb/2q9aVJtSbqtjNtp+w6tavMAiTIILwx9kaJDit/OgYiIrcOFN50002yY8cOGTZsmKxatUoNK0GQUJOYmCgbNmyQhQsXyttvvy1ffPGFXHvttY7abiIiIiJyQdWrV1c3IiJHOZt7Vg6euzRcWBs6jCrCtqpbpa40rtZYmkQ0kSbVLwYG4yLiJDQg1Kjq8eClg8tcj050MrzFcJu3g4jIbQKFN9xwg3z77bcSEBBg9vfIJsRt5MiRasjJyZMn7bmdRERERERE5EXS89JLzCGInwgU2qpWSC19hiBuCA7ihiIg5Wleo7lM7T5Vxm8cr6oLGxY3QSYhgoT4PR5HROTxgcIHH3zQ4pW2aNFC3YiIiIiIiIjKkpWfJYfS/xsu/N9cgggInso5ZXPDVQ+qrjIDG0c0vhgU/C9LEIVCKiI+Ll4FFufvmy/Lk5arwieBvoESHxuvMgkZJCQiryxmcvToUTXXTHT0xXkXtm7dKgsWLFDBQcxRSERERERERGQouyBbktKT9BmCWpbgyQu2j0ZDJqBhdqD275ohNR3W+AgGTuk+RSZ1mSTJJ5IlJipG/Pz8HPZ8REQuHyjEPIUICI4YMUJSUlLUXIQtW7aUL7/8Ut2fOHGi/beUiIiIiIiIXF5eUZ4+IKiyA/+bT/B41nE1PNcWof6hJYKByBKsHVK70gom+fr4Soh/CAs2EZFHsSlQuHfvXunUqZP699dffy2tWrVSFZFR5AQVjxkoJCIiIiIi8mwFRQVyJONIiTkEkzOTy6wMXJZgv2CJqxZXIkuwXpV6DMgREblqoLCgoECCgoLUv3/99VdVERkuu+wyFjEhIiIiIiLyIIXFhXI08+jFOQTP/zeH4LmDKkhYqCu0aZ0BvgGqqrBRhmC1JhJVNUr8fDmMl4jIrQKFGGb84YcfqkrIv/zyi0yZMkUtP3HihNSs6bi5IIiIiIiIiMgxkAV4PPN4iTkEMYwYRTts4e/jLzHhMRcLi1RrLE2rNVU/G4Q1EH9fm76OEhGRA9l0ZJ42bZrccsst8uabb8rIkSOlbdu2avmPP/6oH5JMRERERERErken06kCIobDhXFDQDCnMMfm+foahjUsMY8ggoQBfgF2fw1ERORCgcKePXvK6dOnJSMjQ6pXr65fjgInoaGh9tw+IiIiInJDubm5EhwcXNmbQSTeHhA8lXNKX0xECwweSj8kFwou2LROH/GR+lXr64uJaEHB2IhYCfK7OD0VERG5L5tzvVH+3TBICI0aNRJXs3TpUnnyySeluLhYnn32Wbnvvvsqe5OIiIiIPBL6W6+++qqaoiY1NVUOHDggcXFxMmHCBNVPvPfeeyt7E4k81pmcMyWKiuCWmZ9p8zpRQMR0DkEEBEMDmBxCROSpbAoUnjlzRlU2XrNmjaSlpalOoaGzZ8+KKygsLJRx48ap7YyIiJAOHTqoIdOcR5GIiIjI/l555RWZO3euvPHGG3L//ffrl7dq1UpmzJjBQCGRHaTnpV8MAppkCZ7LO2fzOmuH1NYPGW5a/eIcgo0jGkvVwKp8z4iIvIxNgcIRI0bIwYMHVWcvMjLSZcvUb926VRVeqV+/vrrfv39/WbVqldxxxx2VvWlEREREHueLL76Qjz/+WPr06SMPPfSQfjnms96/f3+lbhuRu0EmoJYZaJgheDrntM3rrBFco8Qcgvh3RFCEXbediIi8LFC4YcMG2bhxo76IiaOsX79eFUzZvn27nDx5UpYsWSIDBw40esysWbPUY1JSUtT2vPvuu/qCKqjCrAUJAf8+fvy4Q7eZiIiIyFuhn9WkSZMSyzH6pKCgoFK2icjVZRdkS2J64qUswfSLgcGUCyk2rzM8MNwoEKj9rBlS067bTkREnsemQOFll10mOTm2VcOyxoULF1Twb9SoUTJo0KASv1+0aJEaWox5cDp37qyGtPTr108SEhKkTp06Vj9fXl6eumlQrEXr3JoOr7Ynbd2OfA5v2k5nYXsQ9xEi8pRzjb3W36JFC3VBOSYmxmj54sWLpX379nZ5DiJnKdYVqwrA+OkrvhVeX25hrqoqbDqP4PEs2xMZqgRUKZEd2LRaU6kVUstlR30REZEHBgrff/99ee6559Q8hZhzJiDAuNx9eHi4XTYOQ4VxK83bb7+t5r+555571H0EDJctWyafffaZ2r6oqCijDEL8W8s2NGfq1KkyefLkEssxD6MzAqOnTp0Sd+Au2+ksbA/iPkJE7n6uycy0vdiBIfQNR44cqfpcCD5+99136gIuhiSjwJyryt65U/yrOm4uNrRF4blzkn3smPj6Vjzg5K3b6CwHcpLlqzOrZFX671KgK5QAH3+5LuIqGVrzOmkW0rDcvy8oLpQj+SclMfe4JOYd1/88np8mxaKzaZuCfQIlNri+xAVFSVxwtMQF4d/1JTKgxqWAYM5/t5PJkiPJNj0PWYefGyJyl+NIdlaWxY/10el0Vp+t/v33Xxk2bJjs2LHDaDlWhRNVUVGR2BvWazj0OD8/X0JDQ9UVasPhyOicnj9/Xn744QdVzOTyyy+XtWvX6ouZbN68udRiJuYyChs0aCDnzp2zW/CztB0DXwBq167t0h0zd9lOZ2F7EPcRIvKUcw36PNWrV5f09PQK93mQUfjyyy/L7t27JSsrS6644goVQLzuuuvE1eB1o4+4tUlTqernV9mbQy5gYwsfeW+AryCeV+x3KSPPt0gn4iPy6E/F0n3fxa9PRT4iKdVFjtb2kaO1RY7Wwk8ftazI4G+tEVCok/qnRaJP66QBbqdE/ax9XuyQ00hERN4qq6hIOh3816K+nk0ZhXfeeafKIlywYEGlFTM5ffq0Ckji+Q3hvjZZtr+/v7z11lvSq1cv1dF+5plnyqx4HBQUpG5EREREZJurr75afvnlFzYfuZ3DdUQFCYvx1cbX+PuNChrqdPLuTb6yvqVOzob7yIkaIoX+tn0P8ivSSdRZkQandCoo2PDUxeBg5DkRP9uSDomIiOzCpkDh3r17ZefOndK8eXNxdTfddJO6WQMFUnDTMiM59NgYh9qyPcg6/MwQkbcMPTaEbELTuQ8dOUKDyFp5/iKZISKZofjpI9929bk4MLi0JAifi7/f1cTy4KBvsU7qnrsYEGyATMFTCApeXObPab+JiMhTAoUdO3aUo0ePVmqgsFatWuLn5yepqalGy3G/bt26FVr36NGj1U0bjoLCKBx6zKG2pjj0mMrDfYSI3OU4EhISYpf1JCUlyaOPPqqmfcnNzXXK9DT20OCT2RLu4DkKMZUNhne76vQthUWFkno2TSJr1BF/P5u+IlQa7F8XinMloyhL0ouy5Hxh5n8/L95Xt//+fb4oU9ILL0h6Uabk6exXidtHfKR+YG2JDaovjdVcgvXVv2OC6kqQb6Ddnodcizt8tonItRU76TiSgTkKe/a06LE29QIee+wxefzxx+Xpp5+W1q1blyhm0qZNG3G0wMBANefg6tWr9XMUooFxHx1Ue8Kb5YwDv7Oex1u201nYHsR9hIjc/Vxjr3UPHz5cBW1QWK6ypqexRWj79hLq4PmoM1NTJTQy0uX6UAlnE2TevnmyImmF5BfnS+CpQOkf219GtBghzWs4PykAFYYz8zPlfN75i7fc/34a3swsKywudOp2dq3XVbVPk+oXKw3HRcRJiL99Au7kPlz5s01E7qHYSceRwowMix9rU6BwyJAh6ueoUaP0y9ARtPfVYgxZOXjwoNFV6l27dkmNGjWkYcOGMm7cOFW8BBmOqGY8Y8YMuXDhgr4Ksj3fONOhM/Zev+FPV+Uu2+ksbA/iPkJEnnKusdf6UcBk+/btbjE9DYksT1wu4zeOV9lwRbqL/XcEC5cmLpWfEn+Sqd2nSnxcvM1NheBdRn6GxcE+LEvPT1fBQlcW6BsoH177odsEwomIiKxhU6AQATtn2LZtmypEokFgEBAc/Pzzz1XAEsNxUEkvJSVF2rVrJytXrixR4MRanKOwbJxvje1B1uFnhoi8ZY7CK6+80m7T00ydOlW+++47VaQOQ6O7du0q06ZNM1p3z549Zd26dUZ/9+CDD8qHH35Y4ef3dMgkRJDQXFBOCxri98iWQ+ZcQVFBicDeudxzkp6XXmoAEEHCyubv6y/VgqoZ34KrmV02Z+8cWXt0rf71m+Pn4yfxsfEMEhIRkcfy0SENkMzS5ijEeHHOUcj51kxx/jkqD/cRInKX4wj6PJgbJz09vUJ9nkOHDslDDz2khiC3atWqQtPTXH/99TJ06FAVfCwsLJTnn39eFdTbt2+fVKlSRR8obNasmbz88sv6vwsNDbX4NWh9vYq+bkveR8yjHelCwxNf3PiiyhwsKygGGE7r6+MrFwouSGUL8gsqN9iHn9WDqktEUIT6d5WAKhYH9RA8Hbx0cJkZjWiLr2/8ulKGZZPrccXPNhG5l2InHUes6fNYnFH4+++/y1VXXWXRY7Ozs1XWYcuWLcUTcI7CymkPd8H2IO4jROTu5xp7rRtBTQQLDaeBsXV6GowSMYTRJCgwh6HNPXr0MAoMVrSQnbdA9t+Bcwdk/5n9amixJUN8cwpzHLItof6hUj34UkCvrACg9jhHzwGI4B+GW5sOx9YyCXWiU79nkJCIiDyZxYHCESNGSFxcnNx3330SHx+vv5JrCFd458+fL3PmzFFDQzwlUEhERERE5cP81e3bt5eFCxfavZgJroAD5qo29OWXX6r+J4KFAwYMkAkTJqjgoTl5eXnqZnh13RPno0YAMDkzWQUFD5w9IAnnEtS/U7JTHPJ8YYFhJYJ7JQKAJssD/ayvBOyM9ru+0fUSGx4rX+7/8lKBF9+LBV7uvOxOFSTkfN1kuk9ynyAiT5qP2uKhxwUFBfLBBx+o+fsSExPVMI+oqCgJDg5WQ3MxfwyKj9xyyy1qaAiqIbs7Dj02xmGUbA+yDj8zRORtQ49xIRkFTZo0aWL3drjpppvk/PnzsnHjRv3yjz/+WGJiYlSfdM+ePfLss8+qAneY29Ccl156SSZPnlxieUJCgoSFhYk7yi7MlqTMJDmUeUgSsxIlMTNR3c8rvhQQrQhf8ZVBMYMkIjBCwgPCJTwwXP2MCIiQsIAw9W8/Xz/xRAi45hXlSbBfMOckJCIit4b5qDHPsyV9PZvmKESREXTSjhw5Ijk5OVKrVi119RiFR0yv8rojw2ImBw4ccOvOIxEREZE9O49lQUbf3XffLbfeeqtdG/3hhx+WFStWqP5ndHR0qY/77bffpE+fPnLw4EFp3LixRRmFDRo0cPh81IVFhXIs5ZhE140Wfz+bagmq4dvHs45fzBI8dylL8FjWMZvWhyw5ZMuVBcNtb4y7UV7uemkOSG/CC37EfYSIvPGisE09lY4dO6qbpxo9erS6aRmFmA+HxUzYWTLFziOVh/sIEbnLcQRVhe0BgcKxY8fKX3/9pUaXmBYzQVagtR599FFZunSprF+/vswgIXTu3Fn9LC1QGBQUpG7OmgMSxTHm7ZtXYgjriBYjypznDvMCHjx3UAUDsQ4tOJhVkGX1NqD4RqPwRtK8enNpVqOZ+onnPptzVoYsG1LmPIWYkw/b6u1zU3M+auI+QkTeNB+1bZc0vQyLmVROe7gLtgdxHyEidz/X2GvdqHgMhlWINdYWM0EG3WOPPSZLliyRtWvXSmxsbLl/s2vXLvWzXr16UtmWJy4vURQDwUJUGkYhERTFQNAwLTtNnx2IoCD+fSTjiEWFRkxhKLBhMBA/G1drLMH+wSUeWye0Dgt3EBERUQkMFBIRERGRXdhzIm6M7liwYIH88MMPagqYlJSLhTgw2gMZkKiujN+jyF7NmjXVHIXIZkRF5DZt2khlQsAPQUJzwT4taPjshmflld9fkcyCTJueo2FYQxUMbFb9UmCwXpV6Vs2lFx8XrwKJ8/fNl+VJy/VZj/Gx8TK8xXBW9yUiIvJCDBRawNMq4Xn6djoL24O4jxCRp5xrXPHcjiJ60LNnT6Plc+bMUfMgBgYGyq+//iozZsyQCxcuqLkGMTfiiy++KJUNw42RSVgeS4KEIf4hRsFA/Bu30ADzlZ2thXVO6T5FJnWZJMknkiUmKkb8/DyzOAkRERGVj4HCcoqZQFpamira4miYg8gduMt2Ogvbg7iPEJG7n2tQzMRW77zzjjzwwAMSHBys/l2WMWPGWLze8urtITC4bt06cTXIIsSchFrmoDWiqkSVGDocHRat5hl0NDwHgpLWZCQSERGR57Gp6rG30IqZOLoSnrsUPHCX7XQWtgdxHyEib6yEZwpzB27btk0N/y1rHkEEoBITE8UV+3oVrfZsKLsgWzovuFhUxRJPdnhSWtVqpQKE4YGO629asq+lpqZKZGQk+3lsE+Lnhog87PxrTZ+HGYUWYDGTymkPd8H2IO4jROTu55qKrDspKcnsv70VCodgnj/M91cePG5ky5HM4iMiIiKXwWgPEREREdkFqh1nZ2eXWI4pXMxVQvZEGMKLasZ+PmXP84ffo2gIh/oSERGRK2GgkIiIiIjsYvLkyZKVlVViOYKH+J23GNFihOik7Nl98HtUFiYiIiJyJQwUEhEREZFdYOprcxlyu3fvlho1anhNK6MQydTuU1V2oWlmIe5jOX6PxxERERG5EpvnKDx06JDMmTNH/Zw5c6bUqVNHVqxYIQ0bNpSWLVuKp00uiZsj12/401W5y3Y6C9uDuI8Qkaecayq6fhRCQYAQt2bNmhkFC4uKilSW4UMPPSTeJD4uXhpXayzz982X5UnL1ZyFmJMQw42RScggIREREXlMoHDdunXSv39/6datm6xfv15effVVFSjE1eJPP/1UFi9eLO5s1qxZ6oaOLaSlpam5dRwNVQ3dgbtsp7OwPYj7CBG5+7kmMzOzQn8/Y8YMlU04atQoNcQYVfU0gYGB0qhRI+nSpYt4GwQDp3SfIpO6TJLkE8kSExUjfn5lz11IRERE5HaBwueee05eeeUVGTdunISFhemX9+7dW9577z1xd6NHj1Y3rXw0gqDllY+u6FV8fAGoXbu2S1cTdpftdBa2B3EfISJPOdeEhIRU6O9HjhypfsbGxqoLyf7+Ng9a8UgYahziH8LCJUREROTybOrF/fXXX7JgwYISyxFQO336tHgadMydERhz1vN4y3Y6C9uDuI8Qkbufa+y17muuucYu6yEiIiKiymFTr7BatWpy8uTJEst37twp9evXt8d2ERERERERERERkasHCocOHSrPPvuspKSkqCEUGBazadMmeeqpp+Suu+6y/1YSERERERERERGR6wUKX3vtNbnsssukQYMGqopdixYtpEePHtK1a1d58cUX7b+VRERERERERERE5HpzFKJ63ezZs2XChAmyd+9eFSxs3769NG3aVDwRMiZxc+T6DX+6KnfZTmdhexD3ESLylHONvdaPqsczZ840KnYHFy5ckMcee0w+++wzuzwPERERETmGj06n0zlo3W5r1qxZ6lZUVCQHDhyQhISEEh1eIiIiIk+RmZkpzZs3l/T0dAkPD7d5PX5+fmoeaxS4M4Rid3Xr1pXCwkJxJRkZGRIREVHh121JIDY1NVUiIyNdtiCcO2yjs7FNiPsIEXnKucaaPo9NGYWILS5evFjWrFkjaWlpJa5Cf/fdd+LORo8erW5aQ6Kz6+jO46lTp6R27dou3TFzl+10FrYHcR8hIk8514SEhFTo79FnQv8QNwQdg4OD9b/Dhdfly5eXCB4SERERkeuxKVD4xBNPyEcffSS9evVSUU8UNPFk6Jg7IzDmrOfxlu10FrYHcR8hInc/11R03dWqVVP9QdyaNWtW4vdYPnny5Ao9BxERERG5aKBw3rx5KmswPj7e/ltERERERG4Fo0yQTdi7d2/59ttvpUaNGkZzW8fExEhUVFSlbiMREREROShQiOG4cXFxtvypx0GnGPPtYFhNRYYVFRQUSG5urktn6rnLdjqLO7RHQECAmi+KiIjIka655hr1MykpSRo2bOjxo02IiIiIPJVNgcKXXnpJDR9B5bqKzmnjzvLz89WE3dnZ2RUONiLohOrRrtyxdpftdBZ3aA9sV3R0tFStWrWyN4WIiLzAb7/9ps45t99+u9Hyb775RvWXRo4cWWnbRkREREQOChQOHjxYFi5cqCalbtSokcpaMrRjxw7xdAgQ4ao5srUwlAbDamwNFiHghMw0tKOrBpzcaTudxdXbA9uHCfCPHTsmTZs2ZWYhERE53NSpU9U81qbQZ3zggQcYKCQiIiLyxEAhrgZv375dhg8f7hXFTErLJkSwsEGDBhIaGlrhgA4Cjq4acHK37XQWd2gPVMk8fPiwCmhyCDIRETlacnKyxMbGlliOOQrxOyIiIiLywEDhsmXL5Oeff5bu3buLt3PVuemIwFUDmERE5JmQObhnzx414sTQ7t27pWbNmpW2XURERETkwEAhsujCw8PFWyBzEDfTZcgo0272Ys91OZK7bKe3t4e2f5rbh8nxtDZn2xORqx9H7LX+O+64Q8aMGSNhYWHSo0cPtWzdunXy+OOPy9ChQ+3yHERERETkYoHCt956S5555hn58MMPS1wx9gSzZs1SN62ScVpamuTk5Bg9BkM5taq39hjSWawrloycDAnyCxJfH9fOUsRrJvdoD20/PX36dIm5RMl5MFckEZErH0cyMzPtsp4pU6aoKS/69Okj/v4Xu5k4D911113y2muv2eU5iIiIiMjFAoWYmxCV6xo3bqzm5zMNQJw9e1bc2ejRo9UtIyNDIiIi1DAa0wzK3NxcVe0Wr70iAZiEswky7595sjJppeQX50ugb6BcH3u9jLh8hDSv0VxcMfDUrFkzlRnwxBNPiLfTipmsXbtWevfurfb9atWqiatAsBvD42vVqiXBwcGVvTleB1+O8eUec0VymgIicuXjSEhIiF3Wg+JuixYtUgFDDDfGelu3bq3mKCQiIiIiDw0UzpgxQ7wJOuamnXPcx/xv2s0WyxOXy/iN48VHfKRIdzF7EcHCZYnLZGniUpnafarEx8WLKw6vrcjr9hSm7eGK7aJtj7l9mJyH7U9Ern4csfe6MeIE50lcVNYyC4mIiIjIg6seU8UgkxBBQgw5NqUFDfH7xtUau2RmIREREZEpjDh57LHHZO7cuer+gQMHJC4uTi2rX7++PPfcc2w0IiIiIhdm8eVjDMM1/HdZN2+VmZ8pO1J3WHSbsd2yrMyZO2ZavE48vyUWL16shgFhOBAqEPbt21cuXLigftezZ88SQ4oHDhwod999t/FrzcxUE5ZXqVJFdfwxp6MGGQQvvfSSNGzYUIKCgiQqKkpNbG6YZYAhSaX9Pbz99ttqG/F7FM955JFH1FBvQ5s2bVLbi+Hv1atXl379+sm5c+f0Q7WmTp0qsbGx6nW2bdtWve6yvP/++9K0aVM1RDcyMlJuu+02/e/y8vLUa8AwdPweFb///PNPs+vBZwDPuWLFCqPlS5YsUZO740sUHD16VAYPHqyGKteoUUNuvvlmNa8TERGRuxo/frwacowpOQynvEBfA0OSiYiIiMhDMgoRiDl58qQKlCCwYW54JQJEWK4VAfE2/577V0autF+2JbINNxzfoG6WmHv9XLki8ooyH4P3EAG6N954Q2655RYV8NuwYYPVVXvffPNNef7552Xy5Mny888/qzkLMXfhtddeK99++61Mnz5dvvrqK2nZsqWkpKSoLw2W/r02BOqdd95Rgb7ExEQVKEQBHQTzYNeuXWqi9FGjRsnMmTPVsKY1a9bo9z0ECefPn68K7iD4t379ejW3JuZ4uuaaa0q8nm3btqlA4Lx586Rr165qrkG0iwbPjdeFDAnMs4T2u/7662Xfvn0qqGgI81neeOONsmDBAunfv79++ZdffqmCrghsYm5DBDa7dOmingfb/8orr6h17tmzR83xRERE5G6+//57FRC86qqrjPqK6A8cOnSoUreNiIiIiOwYKPztt99U1hMgIEPuCYHCwsJCGTRokH5icWTuWatbt2764UMI8CG7D8FBBPqSk5Olbt26KnsAhT6QWdipUyeL/x4MsxqRgYgg2kMPPaQPFCJQ17FjR/197UuIlv2Hyoq//vqrCsQBhj1t3LhRPvroI7OBQmwzshcR4EPWH9qmffv26nfItvzggw/k888/1wf+Zs+eLb/88ovMmTPH7DCqO++8U0aMGKGyBxEYRJbhsmXLVFYh4EsUsh4/+eQT/RcprAtBeGRhXHfddVa/J0RERJUNhVdwUdkUzqWuNIcvEREREVVw6DGCK9pk1Mjy6tGjh1pmeMMy/I5cF4bgIhMPwcHbb79dBby04brW0AJwhvf/+ecf9W+sNycnRwXn7r//fhUcQ3DS0r8HBPmwnRiWjMAdgm5nzpzRD9vVMgrNOXjwoHocgo5Vq1bV37744otSsxnwWAQHsc14LmT/ac+Fv0EGIIKbGgRAEfxMSEgwu774+Hj1mB9//FHdRzYiMg0RPAVkWGI78dq07UMgHtW0mXFBRETuChfxcGFMowUHcWHM9NxPRERERB5SzATBQG0YsiEM18TvvHXocdPqTdXwX0vM3jNbNp/cbLaYicbXx1e6RXWT+1rfZ/Hzl8fPz09lwm3evFlWrVol7777rrzwwgvyxx9/qPcOQ35NhyEjSGYNzCmIABqCfXguDBvGUON169ap4Fl5ME8fMvsefvhhefXVV1UADdmA9957r+Tn56sMPcwBWBptLkN8UUGg0RDmTDQHAbsdO3aobD60y8SJE9U8i6XNQ1geDB3GHIcYfjx06FD1c8iQIfpgO7axQ4cOKiBpCsOjiYiI3BEy+pF9j6k5cJEQ04Pg3+h3oB9gDUwj8t1338n+/fvVeR9Tg0ybNk2aN79U5A0X2J588kk13QlGFGBaD4w2MJ0WhIiIiIgcGCjU5iI0heCH4cTV3iYsMKzcOQI1T3R4QjYv3Vzu4x6/4nG7Vz3Ge4fsONwQEEMmHbL+xo0bp4JUCAJrEPTdu3ev9OrVy2gdv//+e4n7l19+uf4+OvQDBgxQt9GjR8tll10mf/31l1xxxRXl/v327dvVsNy33npLBS7h66+/Nnp8mzZtZPXq1WqOQ1MtWrRQAUEMJzY3zLg0COIh4w+3SZMmqWHAGHKPLx0I/GF4tDZcG8FTBBEfffTRUteH4cfIVPz777/VejB8WoN2wPBjBNuRaUhEROQJUOwLWf+vv/66Gr2Ai284523ZssXqqU4QWEQf4sorr1RBR8xtjKk5EHjEdCEwduxYdWHwm2++kYiICHVexvQqOGcTERERkYMDhQgkaYGmCRMmqMwuw4ASstLatWtnw2Z4HwT/pnafKuM3jhcf8ZEi3aUsTD8fP9GJTv3e3kFCvEcIsKGjjSAV7mM+IS1I17t3b/U+o9PduHFjVX34/PnzJdaDDjjmCURxDmQNooOuDTXCXH7YHzp37qz2ERQVQeBQC7KV9/dNmjRRgThkOyLQiMeiKIlpVUV84UC2IuYuRCAPc2di2HOtWrXkqaeeUl8eEHDEl5b09HS1HgTlRo4sWXBm6dKlqmgKhs+jcM/y5cvV3yJrAV9GkN349NNPq+xGzLmIbcfQ5HvuuafUtsa6MFcjAobI1kR7aLAMWZaodPzyyy9LdHS0HDlyRGVOoHAK7hMREWHkQU5hjvrpa/mMMZUK/QdMbVJRK1euNLqP/gX6LrigiHMszu2ffvqpytpH/0Wb7xd9GlyAREEVU8g6xE2DOYQB53zcHEVbtyOfwxu20dnYJsR9hIg85VxjzfqtChTu3LlTn1GI7DDDyqz4N+a/Q4CGLBMfFy+NqzWWefvmyYqkFZJfnC+BvoESHxsvw1sMt3uQEBAoQwXgGTNmqM4xgnfI3NOKdKCKMObPu+uuu1SGHYJtptmEgGE+qBSMjD6sEwFFZN4BMvGQSYCAIwKGCOj99NNPUrNmTYv+HvsR7mN4EQKC+DKA4UfYJg0KoCBLAdkFmCsQgUgE4lDRGaZMmaKyI/F3CABim5DRgMebg98jSIfhxhjGhErJCxcu1BdIwevBBwvzF6JSNOZgwhcYBBVLg4C6VmEamZuGEEDF+/Dss8+qzAesE8OkMe8iMwyJiCjhbEKJ/kH/2P4yosUIh/QPKgL9Ce3cpQXeSoPznzYNh7UQGAStuB4ChriwqM3/CxjBgAt6yGA0FyhEv8DcaIS0tDQ1v7Kj4eKsq3OHbXQ2tglxHyEidz/XIOZgKR+d6YR0FkAWFeac8fSABjq7GMaCjqnpa0UwKSkpSWWKVXS4Nd6CvPw8KfIpktCAUJetCojtRIcc8wxWZBtRxRhVjQ0rG7sje7WHI9lzPyXrIbicmpqq5srShtETEZVneeLyckcc4GKjs/o8lsx/rM1djWNdWedE/A4X4zCPoLkLkWUdT2+66SY1ygHzFgMyCdEnNcwQBFxAxLpxwdGSjELMrYzCbo7s12L78QUAFzFd9XzgDtvobGwT4j5CRJ5yrkGfB4lOlvT1bLqki2Ed3sTccBTcR6BIu1UUCpcEBVwstGGP9TlaRbfRXu3mKlz1tWjt7OghVWQehywRkS2ZhAgSmit2pgUN8fvY8Fi7ZhZW5ByBeXi1LD9MA1IWBOm+//57NaUHipRYCnMVYs5kLUhoK8xhbK6wGTrmzgiOOet5PH0bnY1tQtxHiMjdzzXWrNu2sR8ebtasWeqmVW82NxwFmWToVOMnrqTbg7XVhSuLPbYTbesur7c8rvw6tP309OnTFlWcJsfgkCUistTsvbNVJmFZ8PtPdn4iT7V6qlKGo5gyLBxmSRExzGe9detWi9ePAiWYSxhTdhjO4Yt5gPPz81WWIaYQ0SCTG78jIiIiIusxUFjKVWvctGE45irTYkgnqjwj+GKPAIw2hNXV2WM7MRTWU7j6+4aALK4coMALhx47H4csEVF5zuedl8T0REk8f/H264lf1fDisiCzcG3KWnmj9xt2m/oCc/3a89yDrMF//vlH3cd8vxg2rF1YRb8K8xSXBxnxjz32mCxZskTWrl2rptEw1KFDB3UORpG2W2+9VS1LSEiQ5ORk6dKli91eDxEREZE3YaDQxhRQbQ4e7WavYauuOtedO22ns7hDe2j7J4fMVC62P5F3w/kiNTtVBQST0pPk0PlD+n+fzT1r0zpR4CRfly8hfvYJ8NlrqMvBgwclPj5ejh8/Ls2bN9cXEME8gMuWLVMVkS2Fi7aYh/CHH36QsLAwSUlJUctxEReBTfy89957VfE0DH3GRV0EFhEkNFfIhIiIiIjKx0AhERERkR0UFRfJsaxjF7MDkSX4X6ZgUkaSXCi4YNc2RhXkYD/XK1I1ZswYFQz8/fff9fMWnjlzRoYPH65+h2ChpT744AP1s2fPniXmyr777rvVv6dPn66CnMgoxPyH/fr1U4VSiIiIiMjJgcJ58+bJhx9+qIaRbtmyRWJiYmTGjBlqWMjNN99s62qJiIiIXFp+Ub4czjh8acjwf0HBI+lHVKafrRD4C/ILkoz8jDKHH6P6cXxsvEtms69bt84oSAg1a9aU119/Xbp162b3QmGYVkObW5qIiIiIKilQiCu8EydOlCeeeEJeffVVfdEPTCSNYCEDhUREROTukAVomh2In8gaNFeV2FLhgeESFxEnjas1ltiIWPXvuGpxUq9KPfn33L8yeOngMoNkCCIObzFcXBEqCpsrjIJ5nQMDAytlm4iIiIjIwYHCd999V2bPni0DBw5UV4g1HTt2lKeesl8FPiIiIiJHwzyB5gKCmFewIuqE1JHYav8FAg0CgzWDa5aaDdi8RnOZ2n2qjN84XlU3RuESw0xCBAnxezzOFd14443ywAMPyKeffiqdOnVSy/744w956KGHVEETIiIiIvLAQCGGG7dv397sVeQLF+w7Bw8RERFRRSFDL+VCij4YiIIiKCaCf6PysK0QzIsOi9YHA1WGYLWL/w4LDLNpnfFx8SqoOH/ffFmetFwNZ8achBhujExCVw0SwjvvvCMjR45UBUVQkRgKCwtVkHDmzJmVvXlERERE5IhAIeYh3LVrl5qX0NDKlSvl8ssvt2WV5OQvSw8++KAsXrxYzp07Jzt37pR27dqV+3eYLPzrr7+W2267TQ4fPqz2A0v/1lpr166VXr16qe3DkHZHmjBhgqSmpsrHH38s7uT06dPSokUL2bFjh0RHR1f25hARuYTC4kI5mnlUX1XYMFMwpzDH5vX6+/pLo/BGKhCIIJ4WGIwJj5Fgf/sXFUEwcEr3KTKpyyRJPpEsMVEx4ufnJ67ev8jIyJCvvvpKVT3+559/1HL0DZs0aVLZm0dEREREjgoUjhs3TkaPHi25ubmqU7h161ZZuHChTJ06VT755BNbVklOhIDu559/roJxcXFxUqtWLa9t/5SUFJXh8Ndff+mXrV+/Xt58803Zvn27nDx5UpYsWaKG2WsKCgrkxRdflOXLl0tiYqJERERI37591TD8qKgop2073re77rpLJk2apIZ4ERF5k9zCXDmScUSfHagFBrGsoLjA5vWG+Ifog4DIDFSBwYjGKmsQwUJn8/XxVdvkioVLTKFPiIDg33//LU2bNmVwkIiIiMgN2dTjve+++yQkJEQFS7Kzs2XYsGEqQIKAy9ChQ+2/lWRXhw4dknr16knXrl29vmUR2EY7GGbHYvh827ZtZdSoUTJo0KASbYR9Hll82P+R0YcJ2lHYB8Oqtm3b5tQ2veeee6RDhw4qsGlYYZKIyFNk5mfq5w3UhgojMHg863iZlYHLUy2omj4YqA8MRsRJZJVIFZwj62HkAQKEZ86cUT+JiIiIyP3YfGn8zjvvVDcETRAoqVOnjni7osxMyTtwwKYr8Ji/p8Dfv0IZA0HNmolfWNnzId19990yd+5c9W88FwJkGEbcqFEjFezCTYMhxcike+mll2zanvfff1+mT58uR48eVVl3V199tRruDHl5efL000+r4UkYpoRCOHjslVdeWWI9+H1kZKR899130r9/f/1yZPohow7DhkNDQ9XzPPnkk7Jq1Sr1ZQXPh+A1Xltp8PwPP/yw0TI8h+HzmMJr+eWXX9T7huxCzMH03nvvqUnbk5OTpWHDhmb/rmfPntK6dWs1dAzvAao/vvLKKyrQ/uijj6q2wetEsSDt+TH0Gr/Da8LnDEOMn3/+eRUghJYtW6ogPdri3nvvLfc9ISJyRTiensk9owKBWnagyhA8nyRpOWkVWndkaGTJgGC1OKkRzIsrjoDsepzfP/jgA2nVqpVDnoOIiIiIXCxQiOAGgoSYow4BGtxIVJDwyJ3DK60pYr6cL6EdOpT5GATOGjdurObj+/PPPx023xEy68aMGSPz5s1TGXtnz56VDRs26H//zDPPyLfffqsCZghWvvHGG9KvXz85ePBgicy48PBwVUVxwYIFRgG8L7/8UgUysf8hYIe/x+TpeB5/f3+1n15//fWyZ88eFZQzhW3at2+fClJWVHp6ugq8ljefIl4vXjuG6y9atEgFKRHku+WWW1QAEMHSESNGqIAjXhfmT8Q2rlixQg01Rvvk5BjPsYUAJV4zA4VE5OqKdcVy8sJJsxWGM/IzbF4vMgCjq0aXyA7EsOGqgVXt+hqobLiAh4vIyMzHuRcjUEzPvURERETkYYHCb775Rs2L1rlzZxk+fLgMHjzYq+e5cyfIhgsLC1MBwrp16zrseRDoqlKligrw4fkQDNQqZWNoLzINME+iFvibPXu2ytLDXHvIRDCFwDQCaPjygQAasgyXLVumgmyAoFtxcbEaSqxlZc6ZM0cF7jAX43XXXWd2G5HFUtF5BTFX57PPPit33HGHCmqWBV+cMGQZxo8frzIv8Nm5//771bKJEyeqtkFw86qrrlLbiHbTgpnmsiOx/SgqQ0TkKjBHoCooYhIQPJxxuEIFRVD5NyYiRgUBMW9gbLVYfUGRIL8gu74Gss2MGTPYdERERETeFijcvXu3mqgaGV3/+9//1HDVa6+9VgVztAwv8m7YHxAcRLEUZPXhhqw57BuYIxEZgN26ddM/HsN3kRmnVUg0FR8frx7z448/qnkwkY2IoByKiGj7JLLtEJQ0DeLh+czRMvOCg22vVonXgQAhAo4I8JWnTZs2+n8jWFuzZk01HFmDoceQlnZxqB0yDm+99VY1JyKCnfh8mc4tiWwNBFCJiJwNQb/D6Yf18wZqcwgmZyRLoa7Q5vVWCaiizwhUQcH/qgzXr1pf/Hxdu/Kvtxs5cmRlbwIRERERVcYchZgb7bXXXlO3TZs2qWGhCBg+9NBDKtvLG2GOQAz/tXWOQn87zFFoK8zph+0wDYLZCgE7BLeQzYf59ZAph7kOMdzZFhi+dNttt6n9DIFC/BwyZIhqM8D8fSjqgeC1qdq1a5tdp5YFi3kAS3tMWdA+mF/wyJEj8ttvv5WbTQgIdhrC+224THv/kR0JyLjE+lFhGRmXffr0URXHEaA3HMZly/YTEVkqPS9dHwQ0zBI8kXWiQgVFME+gVlVYqzCsCoqERrpFlV8yr6ioSGX8axf/UPjr5ptv1p+ziYiIiMh12aXHhiGmyGpCMCczM1O8FQqJlDdHoDmGRTEq64sRAk0nT57U30ewNykpqULrxBcCZPzhhqHqGAaMgBrmEsS+ggCzVm0Yrx9BRMNiKqaQsYpMRWSzYj2Yg1BzxRVXqOHHKKpjScAOMFcjHos5AJtZGWTF9iJQiSzGNWvWqMxAR743yNDADQVaMDTbMFC4d+9eVSiFiKgicC46nXNanx2oion8FxzE8oqoV6WePkNQyw7ErVpw2fO6kvvBOfqmm26SlJQUad68uVo2bdo0dS776aefWOCEiIiIyFMDhQgiIasLt4SEBLnmmmtk8uTJKuuL3E/v3r3VnIEDBgxQAT1kAFak0MnSpUslMTFRevToIdWrV1cZcciSw5cGBJYxpBYBLxQuQZVgFDPB8NmyCnJgXZhXUSukgzkyNVj25ptvqoyFl19+WVUHRiYeKiWjeAjum8uiRBBz48aNakivBtmJCAAa7uu7du3SbyuChNjPkTGJjAlkTuALEeAx5gqn2ArvAzIlkcGLStFo18svv1z/e7TZ9u3bVWYvEZGlBUWOZx2/GAT8LzvwUPohVWE4s8D2i31+Pn7SIKxBiQrDCA6GBnBKEm9x3333qXMWiprh/K9l7t99993ywAMPyObNmyt7E4mIiIjI3oFCFFlA9hfmW7vnnnvUHG3169e3ZVXkIlBYAwExFB9BwZMpU6ZUKKMQwUYE6TDcGPMENm3aVBYuXKi+PACKeCBwiAIlyEJFsY6ff/5Z/6XCHGRbYl9DUBEBNEOY+3D9+vWqqMigQYPUOrFPYqhuWRmG+EKDQiJYJwKHgC83vXr10j9m3Lhx6icy+hBMPX78uJorEa688kqj9SG70J7ZfQg64r05fPiwytpFRuFXX32l//0PP/yggpdYTkRkqKCoQJIzk/XZgVqGIG55RXk2NxaKhjQKb1QiIIiCIgF+xtMrkPfBhTXDICHg36+++mqJcyYRERERuR4fnenEdBZ44YUXVAYX5pxxByiigbnyEDRavHixxX+H4bcImqWnp5cINiH4hUAaMtsqUgzDVYYee9J2WvuakJk4duxYFYR0t/ZA0H7MmDFqrkRz7LmfkvUQDE9NTVVFarRANJG9ZRdkS1LGpexA7SeqDhfpimxeb1hAmL6qsFZQBNmBUVWiWFDEA48jZfV5rNG2bVuZPn26GqlgCFOGPP744/LXX3+JK7HX6/aE84E7bKOzsU2I+wgReWNfz6aMQlwVdifomI4aNUrmzp1b2ZtCLgYBvo8//tjlvrhY4vTp0yp70toAJxG5p/O55/WZgfrb+UQ5eeHS/LK2qBlc0ygzUPt37ZDaHnNRiJxn6tSp6gIWRhTgYhb8/vvvaloQzFVoWPDOkYE5IiIiIrKNxYFCbfilJd5++21xJRgKioxCInPatWunbu4GVZsx/yIReQ5kKqdlpxkFArV/n809W6F1169aX19VWCsogvsRQRF2234iTGECgwcP1geatcErmAdZu4/fYY5fIiIiInLTQOHOnTstepy12QeYVw5FKFCQAVV3URzCsLAEzJo1Sz0GBSMwpOXdd9+VTp06WfU8RERErqKouEgVFDENCGL+wKyCLJvX6+/jLw3DG+qDgMgObBzRWBpFNJIQ/xC7vgYiczBXLxERERF5QaDQUR2/CxcuqOAfhgZjGKWpRYsWqWzGDz/8UM0lN2PGDOnXr5+qtFynTh31GGSDFRYWlvjbVatWSVRUlMXbgqqyuGm04TEYM46bIdzHFXHtZi/2XJcjuct2ent7aPunuX2YHE9rc7a998ovypcjGUf0QUD1MyNJDqcflvzifJvXG+wXrIJ/ceEXhwprmYKoOhzga76gCPdD9+Ss44i91n/NNdfYZT1EREREVDlsmqPQ0LFjx9TP6Ohom/6+f//+6lbWMGZUpUV1ZUDAcNmyZfLZZ5/Jc889p6+wZ695dSZPnlxieVpamuTk5BgtQ2ASnWoUs/Dz87PL82Nd7sBdttNZXLk9sG3YT8+cOSP+/hX+uJONTp06xbbzcNmF2XL0wlFJvpB88ZZ18efJnJNSrLM9ABPmHyYNqjaQhlUaXrpVbSh1guuIr4/JZMe5UuHhyeS9x5HMzEyHrp+IiIiI3INNkQMEHl555RV56623JCvr4hCpsLAwefLJJ1VFZHtVasnPz1dDksePH69fhnX37dtXtmzZIvaG5zGcixEZhQ0aNFCZi6YTbmNeHXSqsY147RWlVc91de6ync7i6u2BADc+M9iHXXk7PRWOlfhyX7t2bVaQ9BDncs/phwtrGYK4pWanVmi9KByiHy5s8BOFRlhQxLs56zgSEmL/oenoO+FiblxcnN3XTUREREQuFChEMPDTTz+V119/Xbp166aWbdy4UVW4y83NtVtVZFR1RUAOZaIN4f7+/fstXg8Ci7t371bDnJH5+M0330iXLl1KPC4oKEjdTKFjbto5x/3q1aurzju+xIWGhtr8ZQ5DQxFwwmt15S+E7rKdzuLq7aF9uaxSpYoEBga65DZ6C3PHEHLtzzYCf5g38FD6If0cgggMnss7Z/N6fcRHFRQxrTCMoGB4IKu/UuUeRxyxbledloOIiIiI7BwonDt3rnzyySdy00036Ze1adNG6tevL4888ojdAoX28uuvv1bo70ub3w1ZWuoLZWrFMkm053CHQIK7bKezuHp7YNsQHLf3XJpkGc5R6NoKiwvlWNaxS3MHGvzEUGJb+fv6S0xYTIkMwUbhjSTYP9js33D+QPKUOQqJiIiIyAsDhWfPnpXLLrusxHIsw+/spVatWmr+P9NAHO7XrVtXHAVVlnFDplhpcxRqkKUVERGhL25C5Cqwb+Lzc+6c7RlQZB+co7DyC4ocyz4mR7KOGM0jePzCcSnQFVSooEiDKgbzB1a9+LNeSD0VLDRSIJJ+Jl3wH5GnzlG4fv16o/voR23dulU/nzX06NGjws9DRERERC4WKESV4vfee0/eeecdo+VYht/ZC4ZLdujQQVavXi0DBw5UyxCQw/1HH31UHGX06NHqhjkKEQQ0N0ehN85j5i7b6SxsD+I+4lqy8rP0VYX1w4UzkuR41vEKFRSpFlTtYmZg+H8Zgv8NHY4MjSxZUITIi+coHDlypNH9vLw8efrpp/XFtHABKzExscLPQ0REREQuFih844035IYbblBDerW5/lBc5OjRo7J8+XKr1oViKAcPHtTfT0pKUhNf16hRQxo2bKiKi6Dj2bFjR+nUqZPMmDFDzTWoVUH2pPnF3GUeM3fZTmdhexD3EedB5jYq+2qBQK2YCP6dlpNWoXXXCa0jjSMa6wOBCAo2rtZYagTXsNv2E3nyHIXowxlCsbd169axmAkRERGRpwcKr7nmGjlw4IAanqsVFRk0aJCanzAqKsqqdW3btk169eqlv69VHUZw8PPPP5chQ4aoK+kTJ06UlJQUadeunaxcubJEgRNHKm2OQnuu3/Cnq3KX7XQWtgdxH3Hg50tXLCkXUowqC2vzB6bn2z58FxmA0VWjVRBQBQIjGl/8d3isVA2san5beMyjSsQ5ComIiIjI5QOFgICgPYqW9OzZs9y5/TDM2JFDjSsyR6E3zmPmLtvpLGwP4j5SsYIiJ3JOSHJWsn7+QG0uwbziPJvXG+ATINFVotWcgWoewaoNJaZKjNQPrS+BfoHGDy4SuXDuguA/IlflDnMUEhEREZGXBgqR0Ve1alXp3r27uo+g2uzZs6VFixbq39WrVxd3xjkKzeOcfGwPsg4/M5fkFubK4YzDKiPwUPohfaZgcmayChbaKtQ/VF9ZWLvhfv2q9UsWFCFyQ+40R6Gp4cOHO3SOZyIiIiKyP5u+RWFi6mnTpql///XXX2q48JNPPilr1qxR/54zZ454Es5RWDnt4S7YHsR95JKM/IyLRUT+CwQeOn9I/TyRdUJ0YntleMwTaBQQNCgoggIJRJ7OHeYoNPXBBx/YfZ1ERERE5IKBQkxWjexB+Pbbb2XAgAHy2muvyY4dOyQ+Pt7e20hERC4E00WcyT2jDwIaBgZP5VRseGTdKnX18wZqwUDcqge7d6Y6kbfCNC64qBwTE2P1iJP169fLm2++Kdu3b5eTJ0/KkiVLZODAgfrf33333TJ37lyjv+nXr58a+UJERERETgwUBgYGSnZ2tvo3Kh/fdddd6t+oVJyRkSGehsVMLrWD4U9vx/YgT99HUFAEmYBJGUmXAoL//Tsz3/b5zPx8/CQ6LFriwi9mBmqZgigoEhoQan5b3LQNibytmMkTTzwhrVu3lnvvvVcFCVEAb/PmzRIaGipLly5Vc1Nb6sKFC9K2bVsZNWqUKppnzvXXX280kiUoKMgur4OIiIjIW9kUKMTchBhi3K1bN9m6dassWrRILUcl5OjoaHF3LGZSNhbvYHuQZ31mCooL5ET2CVVIRN3+KyxS4YIivgEXC4lUaXjpVrWhRIVGSaCvSUGRQpHMs5mC/4jIfYuZLF68WM1NCD/99JMahbJ//36ZN2+evPDCC7Jp0yaL19W/f391KwsCg3Xr1q3wdhMRERFRBQKF7733njzyyCOqM4j5Z+rXr6+Wr1ixQl3ZdXcsZmIeCzOwPci9PzPZBdlyJOOIUTER/DyaeVQKdbYXFKkaUNVo/kDt31FVosTP18+ur4HI27hbMZPTp0/rA3fLly+X22+/XZo1a6ayAmfOnCn2tnbtWqlTp44a1ty7d2955ZVXpGbNmqU+Pi8vT9002kgYjh5x/yx4R2CbEPcRIvLG0SM2BQobNmyoho+Ymj59ungiFjOpnPZwF2wPcrV9JD0vXT9UWBUUQWDwfJKcuHCiQuutGVxTP28ggoGNqzVW/64dUpsFRYgczF2KmURGRsq+ffukXr16aq5AraAJpqzx87PvhQNcnMaQ5NjYWDl06JA8//zzKgNxy5YtpT7X1KlTZfLkySWWp6WlSU5Ojnh7hrm7bKOzsU2I+wgRedPoEZsChYZuuOEG+eSTT1SHkIiIjOf4yynMUT99xdfuBUVQOEQrKKJlCCI4iEIjFYFMQMNCItq/I4Ii7Lb9ROSZ7rnnHhk8eLDqF6Iied++fdXyP/74Qy677DK7PtfQoUP1/8a8iG3atJHGjRurLMM+ffqY/Zvx48er6XMMMwobNGigshLDw8PFWzLM3XUbnY1tQtxHiMgbR49UOFCIinTOuAJbmTgc5VI7GP70dmwPKk3C2QSZ/898WXl4peQX56v5+K5vdL0Mv3y4NK/R3KqGKyouUpmAWjBQGzaMW1ZBls1vgr+PvzQIa3AxM1CrMhwRJzHhMSwoQuRCXHE4SlleeukladWqlRw9elQNO9aKiyDD77nnnhNHiouLk1q1asnBgwdLDRRie8wVPOHoEee3hTthmxD3ESLyptEjFQ4UeiIWMykbh1+wPah0a06ukWl/TVOZNEW6IrUMwcJlSctkaeJSebb1s9KrXq8Sf4fHHL9wXBUQMSwqciz7mPqdrYJ8g1RBEVVUpOrFgiIxVWKkXmg9VWzECAuKELksVxqOUp7bbrvN6P758+dl5MiR4mjHjh2TM2fOcJQLERERUQVYHSgsLCyUBQsWSL9+/dQ8NDExMRIQYPJl082xmIl5HH7B9qDyMwmn7Z0mxVIsojP+nRY0xO/DI8LVfQwTVkOGMxLlWOYx/WNsERYYVqKYSGx4rERVjRJfH2aGELkrVxyOUpZp06ZJo0aNZMiQIeo+hiF/++23KniH4iYYHmyprKwslR2oQQXlXbt2SY0aNdQNcw3eeuutqngK5ih85plnpEmTJqqPSkREREROChT6+/vLQw89JP/884+6v3fvXvF0HI5SOe3hLtgepPly/5fiIz5lNgjmKxy/cbzNjYbCIfpgYLU4NWwYP1FoBFmMROSZXGk4Slk+/PBD+fLLL9W/f/nlF3VbsWKFfP311/LUU0/JqlWrLF7Xtm3bpFevSxnY2tyCyE5EkZQ9e/bI3LlzVcZiVFSUXHfddTJlyhSzQ4uJiIiIyIFDjzt16qSu6CKbkIiILgYAVyStqFBWoAbBRmQCalWFDQOD4YGOm2yfiKiiUlJSVHEQWLp0qcooRAAPWYadO3e2al09e/ZUhZtK8/PPP1d4e4mIiIjIDoHCRx55RF3VxUTVHTp0kCpVqhj93pphJURE7iyvKE9+P/G7/Hz4Z6vnEvT39ZeYsJgSFYZRUCTE3z7DAImInKl69eqqf4hg4cqVK+WVV15RyxHwKyqq+IUUIiIiInLBQOHQoUPVzzFjxuiXYcgbOoFqAn8P6wiy6vGldjD86e3YHt4rKz9LNhzfIL8d/U02Ht8o2YXZVlccXnzjYokOjy5ZUOQ//JwRkTtWPR40aJAMGzZMmjZtqgqL9O/fXy3fuXOnmj+QiIiIiDwwUIjJpD0Zqx6XjVWP2R7e6FzeOdl8arNsSt0ku87ukkJdoU3r8fPxk971ektoXqicPXXW7ttJRJ7JXaoeT58+XQ0zRlbhG2+8IVWrVlXLT548qUakEBEREZFr89GVNfmLl8vIyJCIiAg5d+6chIc7bl4wd6km7C7b6SxsD8+HSsTIGsRtV9ou0ZmWMjYZRtyqZivZfWp3mY9DBeKv4r+S5jWaO2iriciTOOtcgz4Phg2np6c7tM/jqn09R79uvI+pqakSGRnpsn0od9hGZ2ObEPcRIvKUc401fR6bMgo1+/btk+TkZMnPN56X66abbhJPwqrHldMe7oLt4Tlw3eTAuQPyW/Jvsjp5tSScSyjz8ZhH8Or6V0ufhn3k6uirJSwwTJYnLldVjVGQxLCwCTIJEUCc2n2qXF7rcie8GiLyJO5S9RjmzZsnH330kSQmJsqWLVtU8bsZM2ZIbGys3HzzzXZ7HiIiIiKyP5sChej43XLLLfLXX3/p5yYE/Bs8bY5CIvLsasXIAlx9ZLUKDh7LOlbm46sFVZOeDXqq4OBV9a6SYP9go9/Hx8WrasXz982X5UnLVYGTQN9AiY+Nl+EthjOTkIg82gcffCATJ06UJ554Ql599VV9n7BatWoqWMhAIREREZEHBgoff/xxdVV49erV6ufWrVvVhNVPPvmk/O9//7P/VhIR2VFBUYFsTdmqAoNrjq6R0zmny3x83Sp1VWAQt/Z12qthxmXBsOIp3afIpC6TJPlEssRExYifnx/fQyLyeO+++67Mnj1bBg4cKK+//rp+eceOHeWpp56q1G0jIiIiIgcFCjGM5LfffpNatWrph8J0795dpk6dqioho7IdEZEryS7IVhWKERzccGyDZBaUPXF/44jG0rthb+kT00da1Gihz5i2BuYjxPBkW/6WiMgdoeBd+/btSywPCgqSCxcuVMo2EREREZGDA4UYRhIWFqb+jWDhiRMnpHnz5moOmoSEsuf0IiJylnO552Tt0bVqzsEtJ7dIXlFemY9vXau1PnOwUUQjp20nEZGnwEiTXbt2qT6hoZUrV8rll3N+ViIiIiKPDBS2atVKdu/erTqDnTt3ljfeeEMCAwPl448/lri4OPHEKjS4OXL9hj9dlbtsp7OwPVxTyoWUi5WKk3+THWk7jAqKmEKBkY6RHVXmYK8GvSQyNFL/O3vs59xHiMhdjiP2Wv+4ceNk9OjRkpubq+awxvQ0CxcuVKNOPvnkE7s8BxERERG5WKDwxRdf1A8fefnll+XGG2+Uq6++WmrWrCmLFi0Sdzdr1ix10ybgTktLk5ycHIc/76lTp8QduMt2Ogvbo/IlZyXLprRN6nYg40CZjw3yDZIOtTpItzrdpHPtzhIe8F9p+EyR1MxUh2wf9xEicvXjSGZm2dMxWOq+++6TkJAQ1VfMzs6WYcOGSVRUlMycOVOGDh1ql+cgIiIiIsfx0Wkliyvo7NmzUr16dY+aiysjI0MiIiLk3LlzEh7+XzDBQVfx8QWgdu3aar5HV+Uu2+ksbI/Kg8PW3jN7VdYgsgcPZxwu8/FhgWFyTfQ10rtBb+lSr4uEBoQ6ZTu5jxCRuxxH0OdBPy49Pd1ufR4ECrOysqROnTri6n09e77u0t7H1NRUiYyMdNk+lDtso7OxTYj7CBF5yrnGmj6PTRmFmoMHD8qhQ4ekR48eUqNGDfXl3RNpBVs85Xm8ZTudhe3hHAXFBbI9dbusPrJaBQfTstPKfHztkNpqSDFuV9a9UgJ8A6SycB8hIlc/jjhi3aGhoepGRERERO7DpkDhmTNnZPDgwbJmzRqVQfjvv/+quQnvvfdedTX6rbfesv+WEpHXyS3Mlc0nNqtKxeuOrZP0vPQyHx8THnOxUnHDPqowCaoOExGR46HSsSWjSnbs2MG3g4iIiMjTAoVjx46VgIAASU5ONqpgN2TIEDWJNQOFRGSrjPwMWXd0nRpWvOnEJskpLHt+0MtrXK6vVNy4WmOPmv6AiMhdDBw4UP9vjDBB8ZKHHnpIjTghIiIiIg8PFK5atUp+/vlniY6ONlretGlTOXLkiL22jYi8xKnsUyowiMzBP1P+lEJdYamPRZZg+zrtpW/Dvip7MKpqlFO3lYiISpo0aZLRfVw0fvzxx9WIEyIiIiLy8EAhKh6bm3MGBU2CgoLssV1E5OGSM5JVYBC3Paf2iE5Kn+MU8wt2ieqisgZ7NugpNYKZoUJERERERETkEoHCq6++Wr744guZMmWKuo+hfqjU8sYbb0ivXr3svY1E5AEwFG3/2f364ODB8wfLfHyVgCrSo34P6R3TW66uf7W6T0REREREREQuFihEQLBPnz6ybds2yc/Pl2eeeUb+/vtvlVG4adMm+28lEbmlouIi2Zm2UwUG1xxdI8ezjpf5eGQK9mrQS2UOdq7XWQL9Ap22rURERERERETezqZAYatWreTAgQPy3nvvSVhYmGRlZcmgQYNk9OjRUq9ePfE0yJbEzZHrN/zpqtxlO52F7WFeflG+/JHyhwoOrj26Vs7lnSuzHaOqRF2sVNygj7St3Vb8fP1KtLG74j5CRO5yHKno+t955x2j+4WFhfL5559LrVq1jJaPGTOmQs9DRERERI7lo8N4QDIya9YsdSsqKlIB0YSEBBUQJSLzsguzZevprbIpbZP8eepPyS7KLrOpYqvGSrc63dQtLiyOlYqJiCpZZmamNG/eXNLT0yU8PNzqv4+NjS33MZiqJjExUVxJRkaGRERE2Py6rQnEpqamSmRkpPj6+oorcodtdDa2CXEfISJPOddY0+exKaMQzp8/L1u3bpW0tLQSV6HvuusucWfIjMRNa8g6deo4vPN46tQpqV27tkt3zNxlO53F29vjTM4ZWXdsnfx29Df5/eTvUlBcUObjkS3Yu0FvdWsY3lC8gbfvI0TkPseRkJCQCv19UlKS3baFiIiIiCqPTYHCn376Se6880415BgBNFwh1uDf7h4oNIWOuTO+5DvrebxlO53Fm9oDcwz+lvyb/HrkV9l1apcU60ofqubv4y+d6nVS8w1i3sHaobXFW3nTPkJE7nkc4TGKiIiIiGwOFD755JMyatQoee211yQ0NJQtSeShMDMBqhNjvkEECP85+0+Zjw/xD5Hu9burOQd7RPeQ8EDHZeISEZFrQ4G7jh07SlBQUGVvChERERE5MlB4/PhxNRk1g4REngdZgntO7VGBQQQIkzOTy3x8RFCE9IzuqTIHu0R1kWD/YKdtKxERua7+/fvLrl27JC4urrI3hYiIiIgcGSjs16+fbNu2jR0/Ig9RUFQgf6b8qQKDa46ukVM5p8p8fGRo5MVKxQ37SIfIDuLva/N0p0RE5KFYL4+IiIjI/dj07f6GG26Qp59+Wvbt2yetW7eWgIAAo9/fdNNN9to+InKQ7IJs2XxiswoOrju6TjILMst8fGxErAoM4tayZktWKiYiIiIiIiLyMDYFCu+//3718+WXXy7xOxQzKSoqqviWEZHdpeely9qja1VwEEHCvKK8Mh/fqmYr6RPTR2UPxkVw6BgREZXOtF+Yn58v77zzjtSoUUO/bOLEiWxCIiIiIk8LFBYXl17plIhcS8qFFDXfIG7bUrdJka70QL6fj58aSqwNK65bpa5Tt5WIiNxXUlJSiaHHx44dk/T0dP3FZCIiIiJybZxYjMgDJaUn6SsV/3X6rzIfG+QXpIqQIDCIoiTVgqs5bTuJiMhzzJkzx+j+4sWL5Y033uCc1kRERESeGCjE0JEHHnhAgoOD1b/LgorIROQ8yNrYd2afCg7ilpieWObjwwLCpEeDHio42C2qm4QGhDptW4mIiIiIiIjIzQOF06dPlzvvvFMFCvHv0mBYCQOFRI5XWFwoO1J3XMwcPPqbGmJcllohtaR3g4tDiq+se6UE+BkXISIiInIl69evlzfffFO2b98uJ0+elCVLlsjAgQONLpJNmjRJZs+eLefPn5du3brJBx98IE2bNq3U7SYiIiLyikCh4bwzpnPQEJFzoPjIlhNbVHAQRUnO550v8/ENwhroKxW3qd1GfH18+VYREZFTfPTRRxIZGWnz31+4cEHatm0ro0aNkkGDBpX4PYY1Y5TL3LlzJTY2ViZMmCD9+vWTffv2qQvbRERERGQ9zlFoYfEWRxZw0dbt6kVi3GU7Pa09MvMzZcPxDWq+wY0nNkpOYU6Zj29evfnFYiQN+kiTak0uTR6vEynW8b1zJn5miMhdjiOOWP+wYcMq9Pf9+/dXN3OQTThjxgx58cUX5eabb1bLvvjiCxWY/P7772Xo0KFm/y4vL0/dNBkZGeon+3o8Z5nD8ziVh/sIEXliX8/iQOG4ceMsXunbb78t7mzWrFnqVlR0sTpsWlqa5OSUHZyxh1OnTok7cJftdOf2OJt3VjanbVa3XWd3SaGusNTH+oiPtKzWUrpFdpOutbtKvdB6F3+Rf3HfpcrHzwwRufpxJDMzU9wJRrekpKRI37599csiIiKkc+fOsmXLllIDhVOnTpXJkyeXWM6+3iU8Z5XENqHycB8hIk/q61kcKNy5c6dFj9NnL7mx0aNHqxuuMqPTWadOHQkPD3doZBc7Re3atcXX13WHhrrLdrprexzNPKqyBjHf4O5Tu0WHFMBSBPgGSOe6nVXmICoV1wypWeHnJ/vjZ4aI3OU4EhISYvPftm/f3uL+344dO8QeECQE06HNuK/9zpzx48cbXfxGX69Bgwbs6/GcZRbP41Qe7iNE5Il9PYsDhWvWrBFvhTfLGYExZz2Pt2ynq7cHhk0dOHdAX6kY/y5LqH+oXB19tZpv8Or6V0vVwKoV2GpyJn5miMjVjyMVWbdhgZHc3Fx5//33pUWLFtKlSxe17Pfff5e///5bHnnkEalsQUFB6maKfT3nt4U7YZsQ9xEi8qa+HucoJHKiouIilS2oBQePZx0v8/HVg6pLr4a9VHCwc73OEuRX8ssNERFRZULlYc19990nY8aMkSlTppR4zNGjR+32nHXr1lU/U1NTpV69/6bc+O9+u3bt7PY8RERERN6GgUIiG6EwCAqL4KevlB6dzy/Klz9O/qECg2uOrpGzuWfLXG+9KvVUYBDDitvXaS/+vvyYEhGRe/jmm29k27ZtJZYPHz5cOnbsKJ999pldngdVjhEsXL16tT4wiGHEf/zxhzz88MN2eQ4iIiIib8QIBJGVEs4myLx982RF0grJL86XQN9A6R/bX0a0GCHNazRXj8kuyFaVihEc3HBsg2QVZJW5TlQnVpWKG/aRy2tc7hFzfRIRkffB/DebNm2Spk2bGi3HsuDgYKvWlZWVJQcPHjQqYLJr1y6pUaOGNGzYUJ544gl55ZVX1HMhcDhhwgSJiooyGgpNRERERNZhoJDICssTl8v4jeNVpeEi3cWq2AgWLk1cKj8l/iSDmgySUzmnZMuJLWp5WdrUbqMCg7jFhMfwfSAiIreH4B0y+lC0pFOnTmoZsvyQSYhAnjWQmdirVy/9fa0IyciRI+Xzzz+XZ555Ri5cuCAPPPCAnD9/Xrp37y4rV660OiBJRERERJcwUEhkRSYhgoQYamxKCxou/ndxqX/v7+MvHet2lL4N+6p5B+uE1mHbExGRR3nuueckLi5OZs6cKfPnz1fLLr/8cpkzZ44MHjzYqnX17NlTFf4qDbLvX375ZXUjIiIiIvtgoJDIQhhujExCawT7BUu3+t1U1mCP6B4SERTB9iYiIo+GgKC1QUEiIiIicg0MFBJZAFmEy5OW6zMHyzMgboD0iekjXaO6Soh/CNuYiIiIiIiIiFweA4VEZcCQpx1pO+SLv7+QguICi9tqQpcJDBASEZHXKSoqkunTp8vXX38tycnJkp9vPF/v2bNnK23biIiIiKh8vhY8hsjr5BbmypJ/l8jgpYPl7pV3y29Hf7P4b1EFGUOOiYiIvM3kyZPl7bffliFDhkh6eroqQDJo0CDx9fWVl156qbI3j4iIiIjKwYxCIgMns07KVwlfyXf/fifn885b3TZ+Pn4SHxuvJlgnIiLyNl9++aXMnj1bbrjhBhUYvOOOO6Rx48bSpk0b+f3332XMmDGVvYlEREREVAYGCsnrYXjxttRtsuCfBSpz0FxVYxQx6RjZUbanbpdiKfl7jU50MrzFcK9vUyIi8k4pKSnSunVr9e+qVauqrEK48cYbZcKECZW8dURERERUHgYKyWvlFObI0sSlsnD/Qvn33L9mHxMeGC6Dmg6SIc2HSHRYtCxPXC7jN45XgUPDwibIJESQcGr3qdK8RnMnvgoiIiLXER0dLSdPnpSGDRuqTMJVq1bJFVdcIX/++acEBQVV9uYRERERUTkYKCSvcyzzmCxKWKSGF2fkZ5h9TNPqTWXYZcPkhrgbjIqSxMfFS+NqjWX+vvmqCnJ+cb6akxDDjZFJyCAhERF5s1tuuUVWr14tnTt3lscee0yGDx8un376qSpsMnbs2MrePCIiIiIqBwOF5DXDi38/+bss2L9A1h1dp7L/TPn6+ErvBr1l2OXD1DDj0uYZRDBwSvcpMqnLJEk+kSwxUTHi5+fnhFdBRETk2l5//XX9v1HQJCYmRjZv3ixNmzaVAQMGVOq2EREREVH5GCgkj5ZdkC0/HfpJBQgT0xPNPqZaUDW5temtanhxvar1LF43AovINmThEiIiIpGCggJ58MEH1VyEsbGxqkmuuuoqdSMiIiIi98BAIXmk5IxkNffgDwd/kMyCTLOPuazGZWp4cf/Y/hLsH+z0bSQiIvIkAQEB8u2337JoCREREZEb8/hA4dGjR2XEiBGSlpYm/v7+qvN6++23V/ZmkQOgWvGWE1vky3++lI3HN5odXoyiI31j+qoAYfs67ZkNSEREZEcDBw6U77//nvMREhEREbkpjw8UIjg4Y8YMadeunaSkpEiHDh0kPj5eqlSpUtmbRnaSlZ8lPxz6Qb7a/5Uczjhs9jE1gmvIbc1uk8HNBktklUi2PRERkQNgLsKXX35ZNm3apPpcpv2tMWPGsN2JiIiIXJjHBwrr1aunblC3bl2pVauWnD17loFCD5CUnqSGF/946Ee5UHDB7GNa1mypipP0a9RPgvyCnL6NRERE3gQVjqtVqybbt29XN0OY05eBQiIiIiLXVumBwvXr18ubb76pOpMnT56UJUuWqGErhmbNmqUeg4zAtm3byrvvviudOnWy+rnwHEVFRdKgQQM7vgJy9vBiDCte8M8C2XRik9nH+Pv4y3WNrlMBwja12nB4MRERkZMkJSWxrYmIiIjcWKUHCi9cuKCCf6NGjZJBgwaV+P2iRYtk3Lhx8uGHH0rnzp3VMOJ+/fpJQkKC1KlTRz0Gw4oLCwtL/O2qVaskKipK/RtZhHfddZfMnj271G3Jy8tTN01GRob6WVxcrG6Ooq3bkc/h7tuZkZ+hCpMsOrBIjmYeNfuYmsE15fZmt8ttTW+T2qG11TKdTqdu3vy+UeXhPkJE7nIc4bmMiIiIiFwiUNi/f391K83bb78t999/v9xzzz3qPgKGy5Ytk88++0yee+45tWzXrl1lPgeCf8hSxOO7du1a6uOmTp0qkydPLrEchVBycnLE0U6dOiXuwJnbeSTriPyQ/IP8evJXyS3KNfuYyyIuk4ENB8rVkVdLgG+AFGcWS2pmqtO20V3eN6o83EeIyNWPI5mZmXZZDy7umoNhx8HBwdKkSRO5+eabpUaNGnZ5PiIiIiLysEBhWfLz89Vw4fHjx+uX+fr6St++fWXLli0WrQPZZHfffbf07t1bVT8uC57HsIOLjEIMU0bmYnh4uDjyKj6+ANSuXVu9PlflrO0sKi6S9cfXq/kH/0j5w+xjEBDEvIN3NL9DWtVqJZXBXd43qjzcR4jIXY4jISEhdlnPzp07ZceOHWqql+bNm6tlBw4cED8/P7nsssvk/ffflyeffFI2btwoLVq0sMtzEhEREZGXBApPnz6tOpqRkcZVanF///79Fq0DVfcwfLlNmzby/fffq2Xz5s2T1q1bl3hsUFCQuplCx9wZgSBnPY+rbmd6Xros+XeJfJXwlRzPOm72MXVC6sjg5oNVBeOaITXFFbjL+0aVh/sIEbn6ccRe69ayBefMmaO/yJqeni733XefdO/eXY0SGTZsmIwdO1Z+/vlnuzwnEREREXlJoNAe0Cmt6Lw7nKPwUjsY/rSXf8/9q7IHlyUtK3V4cbva7eSOy+6QPg37qGxCR2yHtTj/HHEfISJPOdfYa/0oPvfLL78YjcSIiIiQl156Sa677jp5/PHHZeLEierfREREROR6XDpQWKtWLTVUJTXVeL453K9bt67DnhdVlnFDNiNwjkL7z5OE4cVbTm2R75O/lz3n9ph9DAKCvev2lpsb3ixNwpuoZWdPnRVXw/nniPsIEbn7ucZecxQiexD9JtNhxdh+rUhctWrV1PQyREREROR6XDpQGBgYKB06dJDVq1erYiTaFW/cf/TRRx32vKNHj1Y3dGhxFZxzFNpvnqRzuefku4PfydcJX0tKdorZx0SGRsqQZkNkUNNBUj24urgqzj9H3EeIyFPONfaaoxBDj0eNGiVvvfWWXHnllWrZn3/+KU899ZS+L7d161Zp1qyZXZ6PiIiIiDwsUJiVlSUHDx7U309KSlJVjDG/TcOGDVVxkZEjR0rHjh2lU6dOMmPGDLlw4YK+CrIzcI7CirfH/rP7ZcE/C2R50nLJK8oz+5iOkR1l2OXDpFeDXuLvW+m7psU4/xxxHyEidz/X2GvdH330kZp/cOjQoVJYWKiW+fv7q77c9OnT1X0UNfnkk0/s8nxERESuBKMSCwoKKnszyM0uChcUFEhubm6F+mMBAQFqRK49VHo0Ztu2bdKrVy/9fa3qMDqUn3/+uQwZMkRdScd8NikpKdKuXTtZuXJliQInjsQ5Ci+1g+HP8hQUF8hvyb/JwoSFsjNtp9nHBPsFS3xsvJp/sFn1S9kFlT3/oCU4RyFxHyEiTznX2Gv9VatWldmzZ6ugYGJioloWFxenlmvQlyMiIvIkOp1OxSvOnz9f2ZtCbrjvFBcXqyQ6Hx+fCq0L07tgmr6KrsdHh62iUucoPHDggCQkJEhYWBhbyULn8s7J8uPLZdnRZXI677TZx0QGR8qABgPk+ujrJTzg0oTnRERE5HyYo7B58+ZqjkHDQiSeTptmxtGvG18AMMc2LnQ7MjPU07fR2dgmxH2ELHXy5EkVJMS0ZaGhoRUO1JD30Ol0KqMQGYG27jdYR3Z2tponGsHCevXqVajPU+kZha6IcxSaV1hUKMdSjkl03Wjx9yu56/x95m9VvXjl4ZUqm9CcznU7q+zBHvV7iJ+vfdJiKwvnKCTuI0TkKecae81RSERE5G2QYKQFCWvWrFnZm0NuRqfTqSHDFQkUGvblECzEvliRYcgMFFrA2+coTDibIPP2zZMVSSskvzhfAn0DpX9sfxnRYoTERcTJqiOrZMH+BbLnlPnqxSH+ITIgboAKEDapfrF6sSdx1feNXAf3ESJy9eMIz2NERES20eYkRCYhUWXS9kHskwwUOpg3z1GI4ODzm54XH/GRIl2RWoZg4dLEpfLjoR+lakBVySzINPu30VWjZWjzoXJzk5slPDDcZV+jJ75v5Bq4jxCRuxxHeC4jIiKqGA43Jk/ZB5lRWM4chVrqZk5Ojjgahha5kkOZh+T5Lc9LsZT8cqIFDc0FCTvU7CA3N7xZrqx1pfj5+EnOuRzBf57K1d43cj3cR4jI1Y8jmKOQiIiIKl+xrlhyC3Ml2D9YfH04co2cj4FCMzhH4UXvHXzvYkTagnI3of6hclPjm1QGYWxErHgDzlFI3EeIyFPONZyjkIiIyHWn/Gpeo7lLvj2NGjWSJ554Qt3IOi+99JJ8//33snPnTnE1DBRawBvnKMRVDBQl0TIHy4KswV9v+1XCgryzMrQrvW/kmriPEJGrH0d4HiMiIqo8yxOXy/iN481O+fVT4k8ytftUiY+L51tETsHoBpmFVGccmCyBA5m5KshEREREjr4aj9EPhrfLLruMjU5ERG6VSYggIZJ1TBN1cB/L8Xs8jsgZGCgks3458ovFLYOU6GC/YLYkEREROV3Lli3l5MmT+tvGjRv5LhARUaXKzM+UHak7LLrN2D7DonXO3DHTovXhuS21ePFiad26tZqCpGbNmtK3b1+5cOGC+l3Pnj1LDCkeOHCg3H333cavNTNT7rjjDqlSpYrUr19f1XvQ6HQ6dVGvYcOGEhQUJFFRUTJmzBijoctTpkwp9e/h7bffVtuI3zdo0EAeeeQRycrKMnrMpk2b1Pai6m/16tWlX79+cu7cOf00LlOnTpXY2Fj1Otu2bated1ny8vLkqaeeUtuD5+3cubOsXbtW/S4jI0OtZ8WKFUZ/s2TJEgkLC5Ps7Gx1/9lnn5VmzZqpbYqLi5MJEyboK2S7OqaBWcCbqh5nF2TLa1tfU+nNlsCwY8ybgAMAbt7Eld43ck3cR4jIXY4j7nwu8/f3l7p161r0WHT8cdOgs+9tfT133kZnY5sQ9xGy9FihfR/WvhMfOHtA7v75bvsdj3TFsuH4BnUrz+f9PpcrIq8o93G4uIYA3bRp0+SWW25RAb8NGzboXw+U9j3fcNmbb74p48ePVwHBn3/+WR5//HFp2rSpXHvttSogN336dFm4cKG6sJeSkiK7d++2+O8BowVmzpypAn2JiYmqpsTTTz8t77//vvr9rl27pE+fPnLPPffIjBkzVL9gzZo1UlhYqJ7ntddeky+//FI++OADtd7169fL8OHDpVatWnLNNdeYbZvRo0fLP//8o7YbwU0EAa+//nrZs2ePWseNN94oCxYsUMs0eA4EUhFExPNWrVpV5syZo/7+r7/+kgceeEAte+aZZ0q0obl2tYX2fpnr11hzfvfReVt0x8qqxwcOHJCEhAQVGfZ0BzMOymt7XpNj2ccs/htf8ZVZXWZJ47DGDt02IiIichx8OWjevLmkp6dLeHi42zQ1vlTgC0ZERIQEBwdLly5dVNYAMhdKe/zkyZNLLPeWvh4REdkfssRw4QnnHpyLYOepnXLfr/dVSnN/0vcTaV+7fbmPQxGNq666SsU8YmJiSvwegbo2bdrIW2+9pV922223SbVq1eSTTz5R95Exh/7DTz9dSjRCEA7t8eOPP6rAHR6L5woICCjxHOX9vTnfffedPProo3LixAl1/6677pKjR4+q4KApXBzExURk/+G1ah566CGV+ffFF1+U+Jvk5GQ1jcnBgwdVkE+DoOCVV16pMiB/+OEHGTVqlHpeZAxie5Ht+PXXX6tsRnOQGfnNN9/Ili1b1H2sB6/xzz//FHvJzc1V24++nGl7W9PXY0ahGd5W9Rix4gX7F8j0HdOloLjAKFuwT8M+8mvyr0aTqmq/04lOXuv2mnSN7SreqLLfN3J93EeIyF2OI+5a9RhDgT7//HPV8UVmBIKAV199tezdu9ds4A8ZC+PGjdPf1zr2nt7X85RtdDa2CXEfIUuDMxgKi8CMFpypzDn88dzmgnKmOnTooDLx8BPBLQQGEQjE0F0tkw/nA8N1acXVDJd17dq1xH1kAGLZ0KFD5b333lOBNzxHfHy8DBgwQGX9WfL38Ouvv8rrr78u+/fvV+dtZAqizRGgRZAOWX7YbnOvGUFQBATxvIby8/Olffv2Zv9m//79KmmsVatWJYKOOEfib2666Sb1EwFIvEYE/NCPQDBRe22LFi2Sd999Vw4dOqT2D2y3YQAP7Yg2xn28Fkves/Jgu7FeZEtqQWtb+noMFHp51eNzuedk4qaJsvbYxfH2mnpV6sm0HtOkfZ32atLU+fvmy/Kk5foy7fGx8TK8xXCXLdPuTKxoS9xHiMjdzzXuGhjq37+//t/IekDgEFkRuKJ/7733lng85kfCzZv6ep64jc7GNiHuI1TeMcKwqBY0q9FM5l4/16KGm71ntmw+uVkNLy71OXx8pVtUN7mvdflZik2rN9VvR1kQ0Prll19k8+bNsmrVKhXQe/HFF+WPP/5Qw3y1c4HhurQ59gyXGb5uw9/hJ7IskbWPYB+eCwlZ//vf/2TdunX6wFhZf3/48GEVWHz44Yfl1VdflRo1aqi5iHGOx7bgMQiAma5Do823uGzZMjXfoCH0B0r7Gz8/P9m+fbv6aQhDh/E3+FsEJzE0GcO38XPIkCH614SsQWRG4gImAqRIQPvqq69Udqbh6zNlyftWFq0dzJ23rDm3M1Doxf5M+VOe2/CcpGWnGS1HFuHkrpMlIihC3UcwcEr3KTKpyyRJPpEsMVExJT4wRERERJUNw6EwjAnDhYiIiCpLWGCYRfMEwhMdnpDNSzeX+7jHr3jc7ok6CCp169ZN3SZOnKgutmE+PmTfI3sO2fqG2WrI2O/Vq5fROn7//fcS9y+//HL9fQTyEOzDDYFCZBdizr4rrrii3L9HsA7Z3QiwaYEuXAw0hAuFq1evNju1SIsWLVRQD8NxS5uP0FT79u3Va01LS1OjFEpz5513qizMv//+W3777Td55ZVX9L9D8BVt+cILL+iXHTlyRNwFA4VeqLC4UD7e87F8tOcjo6sWyBR85spnZHDzwWYj2biKEeJ/MVpPRERE5GowtAdDfEaMGFHZm0JERGQRBP+mdp8q4zeOL3XKL/ze3kFCZA4iwHbdddepKThwH1NQaEG63r17q4AhsvEaN26s5tg7f/58ifWg4vAbb7yhCnkgaxDz8OFvANODIOiGjH8ME54/f74KHBrOiVjW3zdp0kRlDmIILwKNeOyHH35YYloRVEVGNWTMPRgYGKjmK7z99tvVEFxULx47dqwKOHbv3l3N0Yf1YBjwyJEjS7yeZs2aqSAg5j5EgBKBQ7QL2gpByRtuuEE9rkePHmr+QzwWGZh4jRoUPEFwElmEmNcQrwcBWHfBQKEFPKkSXsqFFHUA2pG2w2h5XEScTLt6mjSr3qzUykas/Mb2IOvwM0NEFcWqx2VD5x9fHPCFA5OaT5o0SY16wDAgIiIidxEfFy+NqzV26pRfCJShAjAKjmDuP5xLERjTpvVAsQ5UKEbADMOUEWwzzSaEJ598UrZt26Yy+rBOBBS1gh7I9Mf8ggg4ImCIgB4Kl9SsWdOiv2/btq26j8rMCAgiOIeiZdgmw8Aehk4///zz0qlTJxWIRNBO6wugaAiyI/F3qJqMbUI2Ix5fmjlz5qgMQWzb8ePHVcARxVBQ7ViDBCo8B4KcyMY0hDkM0V4ouoK5DRFcnDBhgiqq5g5Y9diLqh5vTtssb/39lmQWZBotv77+9fJw84dVtiARERF5H3eteowJxPEl58yZM+pLADIFMIcRMh8soRWuc/TrRsA3NTVVIiMjXXb+P3fYRmdjmxD3EbIECmskJSWprDLTAhI2HXt0xZJbmOsVo/kaNWokTzzxhLp5K51Opy9mUtH3u6x90Zo+DzMKvaDqcV5Rnry9/W35KuEro+VVA6rKhKsmyPWNrneJ7XQ3bA/iPkJEnnKucdeqxxjSQ0RE5Ekw5VdoQGhlbwZ5MQYKLeDOlfCS0pPk6XVPS8K5BKPlrWu1VlWNG4Q1sHqdrPzG9iB+ZojIuVj1mIiIiIicgYFCD05f/eHQD/LaH69JTmGO0e/uaXWPPNbuMQnwu1i6m4iIiIiIiIjImQ4fPswGd0EMFHqgrPwsmfL7FDUJqqEawTXkte6vSbf63Spt24iIiIiIiIiIyDUxUOhh/j79tzy9/mk5mnnUaPlV9a6SqVdPlVohtSpt24iIiIiIiIiIyHUxUOghUBlp3r55MmPHDCksLtQv9/Pxk8faP6aGG2NSVCIiIiIiIiIiInMYKLSw4iBujqKt29bnOJNzRiZunigbT2w0Wh5VJUqmXT1N2tRuI6K7GEyszO30NGwP4j5CRJ5yruG5nYiIiIiAgUIzZs2apW5FRUXqflpamuTkGBcEcYRTp05Z/Tc7z+yUaXunydm8s0bLe0T2kCdaPCFVi6tKampqpW+nJ2N7EPcRInL3c01mZqZD109ERERE7oGBQjNGjx6tbhkZGRIRESF16tSR8PBwh17FxxeA2rVri6+vZcODMbz4g90fyKd7PxUd0gX/E+QXJM9e+awMajJIfHx8Kn07PRnbg7iPEJGnnGtCQkIctm4iIiIich8MFFoAHXNnBMYsfZ4TWSfk2fXPyq5Tu4yWN6nWRN7s8aY0qd7EI9rDXbA9iPsIEbn7uYbndSIiIiJS/UI2g3v55cgvcttPt5UIEg5uNlgW3rDQ4UFCIiIiIiIiInJ/Op1OHnjgAalRo4Yakbhrl3GcoTR47Pfff6/+ffjwYav+1lFeeukladeuXbmPmzBhgnrN7ub06dNqtOuxY8cc/lwMFLqJ3MJcmbJlioxbO04y8y/NIxQWECZvXfOWTOgyQYL9gyt1G4mIiIiIiIjIPaxcuVI+//xzWbp0qZw8eVJatWolniwlJUVmzpwpL7zwgn7Z1KlT5corr5SwsDAViBs4cKAkJCSU+NstW7ZI7969pUqVKmpquh49ejilloWmVq1actddd8mkSZMc/lwceuwGDp0/JE+te0oOnj9otLxt7bYyrcc0qV+1fqVtGxERERERERFdUpSZKXkHDlRKkwQ1ayZ+YWEWPfbQoUNSr1496dq1q3iDTz75RL3WmJgY/bJ169apGhUIFhYWFsrzzz8v1113nezbt08FBbUg4fXXXy/jx4+Xd999V/z9/WX37t1On7rlnnvukQ4dOsibb76pskAdhYFCF08D/u7f7+T1ra9LblGufrmP+Mi9re+VR9o9IgG+AZW6jURERERERER0CYKER+4cXilNEvPlfAnt0KHcx919990yd+5c9W8MHUbwDMOIGzVqJE888YS6aTCkF5l2GN5ri7y8PJXFt3DhQjl//rzKXJw2bZr07NlTFZGNjIyU7777Tvr376//myVLlqgMutTUVAkNDZVnn31WLcPQ27p168qdd94pEydOlIAAy2MiX331lTz88MMlsioNff755yqzcPv27SprEMaOHStjxoyR5557Tv+45s2bl/lceG2tW7cWPz8/1c6BgYHyyiuvyLBhw+TRRx+VxYsXq9f9zjvvSN++fdXfnDt3Tv1u1apVkpWVJdHR0SpwiQAhtGzZUqKiolQ73HvvveIoHHrsAop1xZJTmKN+ajC8+On1T8tLW14yChLWCqklH1/3sTx+xeMMEhIRERERERGR1TAE9+WXX1bBKAw7/vPPPx3Wigh+ISsPgbo9e/bI7bffrjL0/v33XzWM98Ybb5QFCxYY/c2XX36pgpMIEgKGBiOIh0w/bPvs2bNl+vTpFm/D2bNn1d927NixzMelp6ern1rGXlpamvzxxx8qeIhsRAT3rrnmGtm4cWO5z4kAIYYMb926VR577DEVpMRrx3p27NihMhcRDM3OztbPn4htXLFihfzzzz/ywQcfqL831KlTJ9mwYYM4EjMKK1HC2QSZt2+erEhaIfnF+RLoGyj9Y/tL53qdZdauWXI867jR47vV7yavdntVaobUrLRtJiIiIiIiIiL3FhERoYJvyHhDhp6jJCcny5w5c9RPZMPBU089pTL5sPy1115T2YEjRoxQATMEBpFluGzZMpU5p3nxxRf1/0bWI9aBwOMzzzxj8XZg1Ka2DeYUFxerTMpu3brp52tMTExUP5FN+b///U9lV37xxRfSp08f2bt3rzRt2rTU9bVt21a/3Ri2/Prrr6vA3/3336+WISMSwcC//vpLunfvrraxffv2+mAmXqcpbP/OnTvFkRgotAB2FtzsCcHB5zc9r4YRF+mK1DIEC3889KP8cOgH4zfJx1/GXDFGRlw+Qnx9fO2+LZbSnreynt/VsD2I+wgRecq5hud2IiIi+84TiCHAlfXcrgRBsKKiImlmsl0Yjlyz5sUkqPj4eDWE+Mcff5ShQ4fKt99+qzINtSG5sGjRIjVMF/MqYlgu5hPEYyylFR4JDi69CCzmKty7d69RtqDWR3rwwQf1Q4ARzFu9erV89tlnqhhKadq0aaP/NwKyeL0YjqxBdqKWtQjIOLz11lv12YbIqDSdPzIkJESfgegoDBSaMWvWLHXDzqy9afasZnMo85A8v+V5KZaSnX6d6Izu1wupJ8+3eV6aRzSXU2mnxBWcOuUa2+Eq2B7EfYSI3P1ck5mZ6dD1ExEReRMUE7FknkBXhAIdyLwzVFBQYPP6ENRDkAxz/uGnoapVq6qfmL/vtttuU8OPESjEzyFDhqiiIYBhy8g6nDx5svTr109lQyKb8K233rJ4O7QhvJgHsHbt2maHR6P68/r169VwbA2KvUCLFi2MHn/55ZerDMCymM6fiLkgDZfhvmEwEnM0HjlyRJYvXy6//PKLylpE8BKZjIZDqM1tvz0xUGgG3gjckO6KHRBj0a2JVJfnvYPvXdwhjD97JdSvUl++vvFrqRp48cNT2bDz4osKdkpnV/dxRWwP4j5CRJ5yrsHVaSIiIiL0OTBnoQZxkaSkJJsbBtl3SMJCAtbVV19d6uMQCLz22mvl77//lt9++00V/tBs3rxZFVtBQRQNAmrWaNy4sYrrYA5Aw+xGBEUxfyCGOa9du1ZiY2ON/g7DfzHcNyEhwWj5gQMHjIqv2LP9R44cqW5or6efftooUIiMRxRKcSQGCi2Ajrm9OucoWLLy8Er9cOOynMo5JWFBYfoosye2hydgexD3ESJy93MNz+tEREQEvXv3VkVDBgwYINWqVVPz6JlmAloDQTkEAVG0AxmACBziIiiG7mJo7g033KAehwrDWjVjBOs6d+6sXwfmAUT2HrIIr7zyyhLzF1ra18FQZgwrxpBeDZLEkMH4ww8/qDkbU1JS1HIkjeFCKuIxCNZNmjRJzTmIOQpRpGT//v2qcrE9oa07dOigqhtjaDYyHJG5qMGQY2RmYl5HR2K0x8lyC3PVXISWwOMMKx4TERERERERETkKim6gqi8qESOIh6AasvEqAkVLECh88sknpXnz5mqdqLLcsGFD/WMQkLvjjjtk9+7dKlho6KabbpKxY8e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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "solve_sub, eval_sub = [], []\n", "for k in TIMING_MODE_COUNTS:\n", " _, _, B_k = simkit.skinning_eigenmodes(X_hi, T_hi, k)\n", " z_def = simkit.project_into_subspace(x_def, B_k, M=ops_hi[\"M\"])\n", " _, gradient_sub, hessian_sub = subspace_beam_system(ops_hi, B_k, q_zero_hi, x_rest_hi, x_rest_hi)\n", "\n", " def evaluate_sub():\n", " return hessian_sub(z_def), gradient_sub(z_def)\n", "\n", " H_z, g_z = evaluate_sub()\n", " eval_sub.append(utils.best_time(evaluate_sub, rep=TIMING_REPEATS) * 1e3)\n", " solve_sub.append(utils.best_time(lambda: np.linalg.solve(H_z, -g_z), inner=TIMING_INNER_DENSE,\n", " rep=TIMING_REPEATS) * 1e3)\n", " print(f\" skinning k={k:2d} (r={B_k.shape[1]:3d}): solve {solve_sub[-1]:8.5f} ms eval {eval_sub[-1]:6.1f} ms\")\n", "\n", "mc = np.array(TIMING_MODE_COUNTS)\n", "fig, (axL, axR) = plt.subplots(1, 2, figsize=(13, 4.2))\n", "axL.plot(mc, solve_sub, \"-o\", color=SKIN_C, lw=2.5, ms=7, label=\"subspace solve\", zorder=3)\n", "axL.axhline(t_solve_full * 1e3, color=FULL_C, lw=2.5, zorder=4, label=f\"full solve ({t_solve_full * 1e3:.0f} ms)\")\n", "axL.set_yscale(\"log\"); axL.set_xticks(mc)\n", "axL.set_xlabel(\"number of skinning eigenmodes $k$\"); axL.set_ylabel(\"linear-solve time (ms)\")\n", "axL.set_title(\"Plot 1: the subspace solve is orders of magnitude faster\")\n", "axL.legend(loc=\"center left\"); axL.grid(True, which=\"both\", color=\"0.9\")\n", "axR.plot(mc, eval_sub, \"-o\", color=SKIN_C, lw=2.5, ms=7, label=\"subspace eval\", zorder=3)\n", "axR.axhline(t_eval_full * 1e3, color=FULL_C, lw=2.5, label=f\"full eval ({t_eval_full * 1e3:.0f} ms)\")\n", "axR.set_xticks(mc); axR.set_ylim(0, max(t_eval_full * 1e3, max(eval_sub)) * 1.25)\n", "axR.set_xlabel(\"number of skinning eigenmodes $k$\"); axR.set_ylabel(\"grad+Hess+project time (ms)\")\n", "axR.set_title(\"Plot 2: evaluation is NOT reduced (full integration)\")\n", "axR.legend(loc=\"lower right\"); axR.grid(True, color=\"0.9\")\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"timing.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"017_timing.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b663ea92", "metadata": {}, "source": [ "## Fast solve, but does it look right?\n", "\n", "Cost is only half the story. `simulate` drops the dynamics beam from rest under gravity, one `subspace_beam_system` Newton solve per step, and we run it in four spaces: full ($B=I$), LMA with $k$ and with $6k$ modes, and skinning with $k$ modes ($6k$ DOFs). The printout compares the final tip heights." ] }, { "cell_type": "code", "execution_count": 11, "id": "02928999", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:48.529533Z", "iopub.status.busy": "2026-09-24T03:44:48.529456Z", "iopub.status.idle": "2026-09-24T03:44:56.677512Z", "shell.execute_reply": "2026-09-24T03:44:56.676708Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "full (1100 DOFs) : final tip height -3.47 (100% of the full droop)\n", "LMA (12 DOFs) : final tip height -0.56 ( 16% of the full droop)\n", "LMA (72 DOFs) : final tip height -1.27 ( 37% of the full droop)\n", "skinning (72 DOFs) : final tip height -2.99 ( 86% of the full droop)\n" ] } ], "source": [ "def simulate(ops, B, q):\n", " \"\"\"Drop the beam from rest for N_STEPS Backward-Euler steps in the subspace x = B z + q.\"\"\"\n", " z = simkit.project_into_subspace(x_rest - q, B, M=ops[\"M\"]) # rest pose in subspace coordinates\n", " z_prev = z.copy()\n", " states = [(B @ z + q).reshape(n, dim)]\n", " for _ in range(N_STEPS):\n", " energy_func, gradient_func, hessian_func = subspace_beam_system(ops, B, q, B @ z + q, B @ z_prev + q)\n", " z_next = simkit.solvers.newton_solver(z, energy_func, gradient_func, hessian_func,\n", " max_iter=NEWTON_ITERS, do_line_search=True)\n", " z_prev, z = z, z_next\n", " states.append((B @ z + q).reshape(n, dim))\n", " return np.array(states)\n", "\n", "runs = {\n", " f\"full ({X.size} DOFs)\": (sp.sparse.identity(X.size, format=\"csc\"), q_skin),\n", " f\"LMA ({B_lma_small.shape[1]} DOFs)\": (B_lma_small, q_lma),\n", " f\"LMA ({B_lma.shape[1]} DOFs)\": (B_lma, q_lma),\n", " f\"skinning ({B_skin.shape[1]} DOFs)\": (B_skin, q_skin),\n", "}\n", "run_colors = dict(zip(runs, [FULL_C, LMA_SMALL_C, LMA_C, SKIN_C]))\n", "states = {name: simulate(ops, B, q) for name, (B, q) in runs.items()}\n", "tip_y = {name: S[:, tip, 1] for name, S in states.items()}\n", "tip_full = tip_y[next(iter(runs))][-1]\n", "for name, ys in tip_y.items():\n", " print(f\"{name:22s}: final tip height {ys[-1]:+.2f} ({ys[-1] / tip_full * 100:3.0f}% of the full droop)\")" ] }, { "cell_type": "markdown", "id": "47847ebd", "metadata": {}, "source": [ "Played side by side, the full beam swings its free end down through a large angle. Both LMA subspaces stall far above it (16% and 37% of the full droop), even with as many DOFs as skinning, because each LMA column is a fixed displacement and a large rotation is not a sum of them. Skinning rotates and tracks the full reference (86% of its droop)." ] }, { "cell_type": "code", "execution_count": 12, "id": "ee6d8ea9", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:56.679077Z", "iopub.status.busy": "2026-09-24T03:44:56.678959Z", "iopub.status.idle": "2026-09-24T03:45:02.327771Z", "shell.execute_reply": "2026-09-24T03:45:02.327344Z" } }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "panels = [{\"states\": S, \"T\": T, \"title\": name} for name, S in states.items()]\n", "fig, anim = utils.animate_meshes_grid(panels, lims=((-2.5, 2.5), (-4.2, 0.6)), fps=FPS_DYN, figsize=(17, 4.3),\n", " suptitle=\"same sag in four spaces: LMA stalls, skinning tracks the full beam\")\n", "video = simkit.filesystem.save_animation(anim, os.path.join(RESULTS_DIR, \"dynamics.mp4\"), fps=FPS_DYN,\n", " copy_to=os.path.join(MEDIA_DIR, \"017_dynamics.mp4\"))\n", "plt.close(fig)\n", "utils.embed_video(video)" ] }, { "cell_type": "markdown", "id": "433b08d8", "metadata": {}, "source": [ "Two validation views of the same runs: the tip height over time, and the area ratio $\\det F$ of every triangle in the final frame, drawn on the rest beam (red = stretched, blue = compressed). Skinning reproduces the full beam's pattern, a stretched top and a compressed bottom near the wall. The LMA beams barely bend, so they barely strain." ] }, { "cell_type": "code", "execution_count": 13, "id": "4c0b7ea6", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:45:02.330050Z", "iopub.status.busy": "2026-09-24T03:45:02.329960Z", "iopub.status.idle": "2026-09-24T03:45:02.741132Z", "shell.execute_reply": "2026-09-24T03:45:02.740516Z" } }, "outputs": [ { "data": { "image/png": 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WGcFEbgwzuTEs9E3gaGqDsrauqO5RHuU9SkPfwKCwD5thGIZhGCZDWGAWAfyDAhFv/DDrjWJTmw+gPKMHmcIS+imWMEqxhC3sUMrIGdXtS6N55Tqo4FkuR8M4MQzDMAzD5AcsMIsA/qGBudpeJlcA8jAkgxoQA8AbwJlQ4LuzgPKkGQySHWCV4oCyBm5oVqIqPmnYFlZW1vn2GRiGYRiGYSRYYBYB6laqjj/Nd+HRy2eIgwKhsZEIjYtEREIMIpNiEa2IR4QiChHKCMTKIpEkj4RCLxIyPTJpvo1MPwbJ+jEIwQuE4AouBe7G4t0LoJ/oBNtkV1Q0dMfHZeqjXZN20NPnU4BhGIZhmLyF1UURwNDQEOVLl4GVqTmcnJwgl+cs9yo0IhxXHt3BpedeeBj1Cn7JrxEhC0KSXhCgH5lmW5lMAYWRH4Ko4SrOvNqNydvmwTq+FGrpe6Jb9ZZoVL9ljv82wzAMwzBMZrDA1GJsrazRrm4T0TRRKpV4GeCPfddO42LgfbxI9kaU3Bsp+oGQyZRvNtSPQbj5PZzAPZx4tA+4ZwmHOHe0Nq+Gwe37wMHFveA/FMMwDMMwWg8LzGIIJfiUcnHFqI97YFTquhSlEg99/bD3+ilcDvbCS8VjxOs9gUwv4c0bDSIRZHAPv+Mefjv4F6yj3dHMoAqGtOwFj/JVC+vjMAzDMAyjZbDA1BHkMhkquZVAJbeeasHpHRqJ3y8ew5nXN+CneIAk/aeQyZPE6zJ5MiIsn2MvnuOf8/thccgZDWUVMb79ELiWrVLIn4ZhGIZhmKIMC0wdFpwedlaY0vFTTMGniE1Mxv2AYPx8+Qiuhl9EpOwGZPpRYluZLAXRln44DD8cPnMarntLop9jc3TvMhh65uaF/VEYhmEYhilisMBkBKaG+qhT0hl1SvZGdMKXuP86Ar9dP4VrwecQprwOmWGwakN5MvzsnmGB4hmWbP8LDaLKYeyHX6JsozaQcYIQwzAMwzAsMJmMMDfSR72Sdqjr3hWB0R3xIDASu+9eweXAg4jUu6Quj5RsEokzJtdw5ul1uF4sgYmuH6Hl50MgNzLijmUYhmEYHYYtmEyWyUJOFkZwsnBAg1Lt8SioMc49e42DTw/jaewxKI0fp26ohJ+jD8Ymb4L9un8wyrghPuk5Fvo2Nty7DMMwDKODsMBkcoShnhxVnS1RydECLcu54LZ/F1x4+QgXAw4gXH4GMv1osV2w/WvMwm4s33YKA+Oromf38TD29OReZhiGYRgdggUmkyv05DKUczBHWXsz1HW3QYuASvAK6IuDz/bCX3kAcoMwsV2kTShW4jQ2/ncLI8Kq4MuBM2FQogT3NsMwDMPoACwwmXd2n5e0MYW7tQlquFihjEM/vAr9FAefHsCrpH8hN3ottou1jMBSy/PY9msvzEYDNBg8iV3nDMMwDFPMYYHJvLfQdLM2gauVMZ4EW8DJshuCoz7G4WfH8TR+D+TG3mK7QKcQfK38D9VWXMJcl4/h2W8Y5Kam3PsMwzAMUwxhgcnkWV3N8g7mKG1rinsBUbAy7YDIuNbY93AfvJV/Qm4QIZKB7pQNwqfJv6LD1H8xrsEgOHbvweWNGJ1AkaJEkiIFiYoUJKcooVQCqoFbVfOavyUDPWpyGMhlIiyFHuQYhmG0CRaYTJ5CN8WaJaxQ3tEc133CYWrUFf4RLbH38W+INj4MmTwRSv1E7P8gCCdC1mDKyL/x0ZiFMC5fnr8JRuugEbFiExWIES1ZTGOTVPO0PiFZJShJWCo0RGRuIGmpT4JTLoc+UmAVFQwzI32YGujB1FAPZgb6MDPSg4WRvhCnDMMwRQEWmEy+QDe/xqXtUM7eDOdfGMDZchju+H2E474/QWF2BTKZEnHmMZhV7xH++2EgZrl2htvwkYChIX8jTJGDLI6R8UkIj0tChJgmIzw+SaxLeUfhmFNo90kKsn4qxHJkRHyG28llgKWRAaxM9GFlbABrY5o3gLWJPvR5EASGYQoYrRGYoaGhGDVqFPbt2we5XI7PPvsMq1evhnkWQxU2b94cp06dSrNu6NCh+P777wvgiBnCycIYn1Rxxt2ASOjLZajiMgMnHl/HzegtkJu8EuaZy1XD8Xn0X5g4+CDaD5sLeJbmzmMK1ZUdFpeE4JgEBMckIigmERFxSanu7NxhmOrqNkxt5Pqmqb6eXFgmhb0x1ego2R7J0plMVs9Ul7oQlykpSExOQXxySqZ/i4QuiV5qQJx6Pe3XxsQA9maGsDczElNalpMiZRiG0XWB2atXL/j7++PIkSNISkpC//79MWTIEPz2229Zvm/w4MGYO3euetmUE0sKHIohq+FqJeIzL7wMQ+sKdfBBdBX84bUdMSb/QiZPFtbMua1icHD3BIxL+gD2s+ZCbmtb8AfL6BwJyQoERCWIFhSdgNDYxBy5s4XF0NgAlkb6YvQrstqbGUpNHyYGeuLczytSUlLgHxAAS1t7xCcr1e54csVHJSQLyypZVNMfOy2GxiWJ9ig4RqzTk8lga2oAZwtjOFsawcncSAhhhmEYnRKYXl5eOHjwIK5cuYI6deqIdWvXrsVHH32EZcuWwdXVNdP3kqB0dnYuwKNlMoNuxm3LO+BZaCwuvQrD0DqDcPrJh7gSuf6NNbNaFPrHXMGUYV3QbvwymNWvxx3K5ClkCQyIjkdAZAL8o+IRGksWv8wRFkBTA2H1e+N2NiiUmEf6e2aG+rAwlsMhk5jQaCE2k4U7n6yZITGJYl5TdyqUSmGZpXYnQPUZybJJgtPF0giOLDgZhtEFgXnhwgVYW1urxSXRunVr4Sq/dOkSunbtmul7f/31V2zfvl2IzE6dOmHGjBlZWjETEhJEk4iMjFRbD6jlF9K+8/NvFBVK25jA2dwQF1+Fo1m5aqgStRx/ev2KWNNUa6ZZLGZ1iMeNjSMx8mJP2A//GjJ9rThV8wxdOh/yux+USqWw3vlExMM3Il64vbMyUJJFksSWnanKrWxraijCOzLYsRB0Ra0vzA31RCthaaReR6526gP67CQ4g2MTEZWgiukk6FNoCk76uGTVLGFlDDcrY9EnRSWTnX8b3A98PhTe7yI3+9eKu3ZAQAAcHR3TrNPX14etra14LTN69uwJDw8PYeG8ffs2Jk+ejIcPH2LXrl2ZvmfhwoWYM2fOW+sDAwMRF/cmrim/CAoKgq5QyUwJG7ke7stNMazuIJx8/CGuRq2HHlkz5SnY0ywO957/gZl9z8Bh8gzInZyga+jS+ZCX/UBJOSEJSgTFpyAoTomELK6JFgaArZEcdkYy2BhRtjYJKbJqJkEZE4sQlVe5WJwT9sJSCVQwkyNBIUNogjK1pSAmOW08p38UWXgTcNUnAiZ6gIOxHPbGMtFPeen6f1f4t8H9wOdDwf8uoqKicrytTEmP94XElClTsHjx4mzd4yQIt23bJsShJiQ6SQwOHz48R3/v+PHjaNWqFZ48eYIyZcrk2ILp7u6OsLAwWFpaIj+fCujEcHBwEJZZXSIuSSFiM70j4vE6Iho7HnwPhcUJ9eum0aaY/a8SDcd+C4vWraEL6PL58K79QOWAvMPj8DIsDr6R8Zlmd1sZ68PV0lhY6JwtjGCkrx39m9/nBP0OpVhU6j+K8cwIsua6WhqhpLUJ3KxMCrz/+LfB/ZCf5wN5JehaQqE0CQqlmIrl1IQ7Ci+hREDRpPk3RW01kvZk6kV6IKOmn25KD7P0+6HEP83pu4TeFNTvgjSRjY0NIiIistVEhWrBHD9+PPr165flNp6ensK9TRZETZKTk0VmeW7iK+vXry+mWQlMIyMj0dJDX1hB3OgL6u8UJcyM5GhVzgHPQmJx8ZUMw2uPxc5b5RFouA0yvXjEmsdicjc99N06FT0vXIDT1KmQ60g5I108H3LTD1Rn8lV4LF6ExsIvE1FJCS0UV+iWKogodlKbya9zgn6HZYwMUMbeXIQVUBynT0ScaK+jEtR9S9bhV+HxoskQBicLI3jYmArBSclOBQX/NrgfcnM+0DmdoEhBdIJCxClTrdq4pBSRKEcPV9KUrimFjb5cJpIEpVq30jxNKYmQfmdmBnoZVoLI799FbvZdqFdaUtrUsqNBgwYIDw/HtWvXULt2bbU1khS7JBpzws2bN8XUxcXlPY6ayQ8ovquMvRmczA1x8nEAvvqgE04/LYvLkSuhZ+wHpZ4CP7VX4JbXQczo/wCl16yDvp0dfxk6CJXweRUeh6chMZmKSroQk+BxtzaBi4WRKAvE5O73SIlM1Ko6W4oYTuprn/A40fdSuSTqesnqSYl7FLNaysYUpWxNtV7IvyvUVyHRiQiMikcQVSaISkBg6jQmIVkImPgkBeKTFUhIotJTCiQlK2GgT9YsPZUVyyDVmmWgEhMOFkaqZm4ER0vV1M7MoLA/apGDRCSJxPB4qapCshCTVGWBplT6SxtITlGKY6aWGSQtSXzS+WFuSE0ORXwKrJIUMDUqGte7QnWR54YOHTrg9evXooalVKaIkn6kMkW+vr7C/f3zzz+jXr16ePr0qXiNMs3t7OxEDObYsWPh5ub2Vm3M7MzBVlZWOTIHvw8klunzOTk56bTFivqB4mqj9C1wxTscj4NCsevJOsDionobp9cWWHbcCBVXfw/jChVQHOHzIW0/ODg6IjA6SYjKF2Gx4gKcHnrCJ2FTysZEZEEXlaSU4nZOkAsxKDpRWI4pHCGzm6CdqaH6+6AKEsWpH+i26R8Rj2dBMXgaFI1nQdF4GhQjpv6R8WmG/sxPHMwNUN7ZEuUcLVDG0RxlHcxR1tEc9uaGxe78T9//FMJB9WpDYxIQEB6FBOgLQfmuIlJPpnowpUZuasllbSi5rkUdW7na3U2eEcndTYZE0d+pf1qpkUaYooTalU7XLWmanKJyuUujfVG5NJVbnuZVllV6Pbd0quQIe3Nj5Be50URa84hJ2eAjR44UIlIqtL5mzRr16yQ6KUYzNjZWLBsaGuLo0aNYtWoVYmJiRBwlvWf69OmF+CmYnEA/VBoBqISVCc4+N4Sj+VT8eutPRJruEFnmr52iMOzjFCwY2hN1ZyyBRatW3LHFFLqBPAhX4NRrf+HOykhUUn1VctE6FvObalGB4sPILU6tjpu1KIH0kmJfQ2NFprpESGyiaNd8wkXNTfqeyLqZl2KzoMSMT1gcbnqH47ZPOG55R+CeX0SmMaq5hQQKCReyfGb04JQVQdFJCHoSgnNPQtKstzUzRC13a3zgYYPaHjao4WYNE0M9aPPAB1SfVrS4JITFJiLxLfGVebkxEoBmVN5L1KzVg4WhvqpWreEb1zMNilDUrh/JirQufGlY2uhEssiqpuld+mTNLCpojQWzsGALZsGS3jpBp+eDwGhc9g7D7tvn8Fi5BnL9aLGtXqIxpv+RgOafj4TdkMFF7uKg7VaawoIumM9DY/A4OEaU1UkP3QhIqJSxMxMipzh979p+TpBb8mWYKiY2JJP6olT+qdR7iM387gcSere8w3H+aQiuvwrDbZ8IhGZwHmYE1UgtRaE+kkvbwgiOFsbqeQtjfRgb6MFYXy6mZCXTDN8gMSWSSsiSRS705BQxihQNACC526UWEBGHJ4FRiIhX5EjEVna1xAclbfChpy0albWHRREU+ikkJlNrtwantrC4xBwPx0riUT1MqmipgyAY6hV4zdqCgs5Xcv/TIAsBIWGoW8Y135N8ip0Fk9FNSDxUcrIQ9fgczFri75t2uBi1CHKjICgM4zGnpz78/9uIT58+gcu8eZBnkKDFFH3oQYLi+B4HR+NFaJwqKzOdBYISdEhUUrJOhnUpmUKHburVXaxEi4pPFuEM1DQfFEh4hsRG4JpPxHuLzbw69x6+jsLZx8FCVF56FpKtddLNxgQVnS3g6WAOT3sz4Z6mKVkO3+eBh1yuZFVTWRtV/eGejdDWN7PGs+BYPAmKxpNAVbvnF5lGFJNllIQytZ/OvxBDltYtZYuWFR3RvIIjyjiYFfiDmuTmFvVXSUDHJAhhmROvMFkdafADWxNDWJvoIyUmEqVKOMFQXzuttO8DWb9tTA2FmDZMUNXtLiqwBTMb2IJZsGRlnRA3gqBobLvkhb0+8yE3fZb6ggztr9ng62BXlPz+e+hZWUHb0QZrVV5Abh+6MdIQhhnF8tmaGMDJSIHqHk4wNSx6FpeCRJvPCfpuyapJjYq8ZwS50UWCkI2psATmZz/EJSpw+nEQDt97jVOPAhEcnbmFkkRjDTcrVHezRk13a1R3s4KduVGRv1a+CInFtZdhol1/GYZHgVGZxoaWtDUVYrNDVWchPPNjnHqyztKDRmCqmKQ4Xvr9ZwcJJ9XAB4ZCSNE1gay/xeF3kZcUVD/kRhOxwMzDznwf+EeS834gd8DOG8+x6toCwPyqen2V12Ux75wSpTf/AP0cVCcoyhTn84FufpSRTA8LlJGc/qZHAfVl7ExRzt4cNib6xbYfdPWckCybFAaRmRudhuWkuFoPGxMxr2lde9d+CItJxLEHgTh8L0CIy/gMYnoJe3MjNCprh0Zl7PGhpx3cbU2KZBhGbvuBXO0kNE89CsLxB4F4FarKV0iPq5UxOtV0RZeaJYSV9l0/O2XKv45OEIKSGonL7FzdFCPpQGLSzFAtKslCpwu/i/eFBaYWwgKzaP5ISKRcfRmK4f8uRoLFAfV6t+TamHveGDXmTIehmxu0leJ40YxNTBZxlY+CohGdgQuSip9TcldJG1O1C7w49sO7Uhz7IjM3enrRQSWnSqZWB6Ankpz2A4mqA3f88c9NP1x+ESqsaOmh+LwGnnZoWNYejcvao7yTeZEUlHl5PtD1k7LeTzwIxImHgbj8PDTDBCPqi841S+CTGq5wtzXNcn+RCcmiHBOJSmqU0Z0VVGScyi2RoJSmmpZJXf5dvAssMLUQFphF+0dCVoluv65FgOHPkMlUFgkHeT2MjmqGZq0awLpCOWgjxeWiKVkrKVGLRtlJfwszMZALS2V5e3ORAFFc+yEvKO59QZ4JITZDY0VcXkZQcoy7lTHMkYBK7k4wMnj7nKEEGbLS7b7hg6NegWI5PVTGp01lJ7St7IwGZezeSdgUp/MhKj4Jx7wC8c9NX5x+HPyWECe93ay8A76q74EWFR1FDUaqEECWSSEooxLUtVEzg8azpwcER0p8MjMUYRB5kXhT3H8X2iwwOcmH0WpszAxxaNA4fPW7Je4kfQeZTIGglMtYapaA4IBaqBXzEDVqli8SYyfrElRW43FQNB4GR4tyGumhpK0KDuZwtzLJl3gvRvugbF8q6k6NRll5FRaHl+GxCIhMUD+YkIh5HKJy7d4K9YOzhTHcrIzF+fQiOBZ/X/PBv7f9EJaB693DzhTtqjijbWUn1Cppw9cEDSijvEutEqKFRCdg/x1/7LnpJ+I3CQpjOfkwSDSKSf2gtC1qeFjDPJPELPpJk3ubsumFqDQ3EqWAGN2CBSaj9ZB4/K3nIIzaY4aT4UtFrcwI3MLm5/PQr+I8PL36HLXLOIk6fNrg+tJ2a+WjoBghDNLHVtINpry9Gco7mBfokIKM9mFmqC+qR1CjUj00ghCdU74R8WpXLk1ehMZg300/XH0egoDw+Lf2Q7F8nWq4omutEiI5h3//2UMCsnOtEmhQzh53/SJFzOq5x8GISBXtlJ1+9G4Ajt97jcolLFGvrJ3Ioic3t3OqhZLiJ/V12JrIqOCrPFMsoBvH2i5f4puDptgbMA8yeSKiZV7Y7DUZ/SsuwKlnIbjlH4larlYicYBvNPkQW5mZtdLSGBUc2VrJvBtUK5KGkaVGo5/4RcThxH0/HHwQimvPQ99ygVP8bkVXSzQu74Dm5R3gbmMCp2I4slNeQf1Hmf3BlIyTmuWtWby7bll71C5jhycBUbjyNARPXkerR3S66xMhWp1SNhjerIywPrNHgpFggckUG+gGsqBDF1idMMYvz2dAphePePlTbPGaiH4VFwKwxomnwaIcCglNGqeabzrvBt1cfCLihLXSJ6PYSn05yjmYC2ulro5JzeT9qCYH7gbgp3PPce1V+Fuvu9qYoHZpW1RxsxJjeBNeQdGikcvW3oxctYZwEFMjkdyja5BAD4lJQnCMKqubhGV2yTgky+1NDVG5hisGNyqNhESFSJr646q3utbm1RdhGPjiqkgKGtK0jEgKoiEWGd2Gr/xMsWNyi/awMjbFuvuTINOPQaLeK2y9NwkDKi+HmaEFQmOTcOxJsIgRqulqKQp3F9dRHvIaGhaQiqE/C4nNsIYdWStJVJJ457hXJi8QZcmueOPHs8/hGx73VthF55qu6FXfAxWcLRAQFQ//qAQRqkHnqgS506VyOUCUWGduqKfOXiZXuo2JobCWFpdwFfp90rWOhleUhlokMZldHXMac9uBhHhq7CT1T/pSQZVcLDG2TTkhNDeeeioy0olHr6Mx4c9bWH74IQY2Lo2e9UvCtAgNXcgULFwHMxs4i1x7M+F+u34ZC26MgUxfdUMxinbBCLvRQJlqbw0vVtHBAuUdzGBUREaCKEqZkfHJCiEon9LQjRkUyaZRNajvytrnvbWyKPVDYaNrfeEfEYefzr3Ab5dfiXJGmnjaGaNPQ098Wtst0xGAKNHMP5IEZzz8IxMyLOSfHjNDPVF305aKepsYwNrEQJzT2dViLKzzwT8gACZWdohKVCAiXjVcIIlIEtcJiqyzugmy7NJnpZhJao5mRrA01s+VZ4eGd6T6ot+feqpOCtLM1h/WrAy++tAj3zL1de13oU1Z5Cww87Az3wf+keRPP/x95xpmXRkBmZ7qCdskzBnzbpdB7PBJCE9nwCeLWxlbU5FYQBfdwqSwzwdyR/pExONpSIxwhacvkUf3H8oAJ2slZfDmlwW4sPuhKKErfUHja3934in23fJ7qzZj8woOGNioFMqYJ8PZ2TlX/UCCk4YkDIxOFCPJkIs4o9qPmZVHIqGp2Wg4R2P9N+OK5+XwpWSBpFJBJBLjklJEVj0NqxibqFDNJykQk5CcYT3ZzKDDI8FspxaURkJE56Wn4cqLUGHRpPJQmlDiz4gWZdGjnnueP8Tryu9CGwUm266ZYs1n1WojBasw58r/INOLQ5xNAGZU08d3o3qh2oYteGZqD99IVfYpXdBpyEJqlBRQ1t5MjCZSXNxmORWVVIuQalZmdPOlsaPJUulpa6qVtQOZosuDgEisPf5ElMjRrEBAIztRFvjAJqVR3slCfSPNLeROpyL+1KQ4YnIhUzwiuZCptFFYXCISMxgMm8ojxSeTME3MsnA4/SbIxUyiTWokPPVkqnnp79JPS5k6pWWFUimSbRIVKWJKwjKH2jfbsbop5pzmrYwM8j0Bh4aZpPYwIAprjj/Gf7f9xXoqwD5r7z1h5RzZsiy61XbnGE0dgC2Y2cAWzOLxFPbHnbOYe3UMZHKKwQJMgkvhu79DUXXjRiSWqwCv11F4EhyDpHRXdboe0wgzVOKopLVpgV0UC+pplG5mFK+WlaikYuhl7MxQ1s5MjAVckLB1ovj3xV3fCKw9/hiH7qUVjdamBuj9oQd6N/CAo4VxgfQDiT6yFGrGLJJrnVpOxs0uSAz0ZDCRA3bmxrAyMRRjdlO4AE2Likvfyz8Sq44+euu7dbMxwcR2FdCpuut7i97i+rvILWzBZJhConu1xkhRLsP8a+MAeRLi7F9gZNey+G7YcFTbthUfli2L2m7WwiXs9Toa4fGqBAHSW2TVoyaXhcLNykRYNV0tKQtV+xwAdAOl8Z99I+JETUFKesjIUEJWWw9rE5SyNYWLZf65wBnd5Y5PBFYfe/SWO5Xi9oY09RSJO2YFXIGAYg+pRis1SlRLn4FNZbgkwUmxyTSeefppTmIfM4OsnfTbI6utNDU2kIu6oGYGeiLzXcwb6kFPhlRhZVdkhRUlA23sXUc8RJDQlL5rn7A4jN5xEz+ceYYp7SuhcTn7wj5UJh/Qvjskw7wjPao3R4pyCRbemADIFIh1fIIRnSvi+2EjUHX7Nhg4O6Oio4UYYYbis56HxoomWS5IbL4KjxONIEsBiS8XC2M4WxqJeKyiKCgp+J9izyjZgURlZkO6pRGVFsZcz47JF54ERossYyo5lD5Ob2izMuhZr6SIbyxqUOFwaxNqGScVSUiubwq5SU6NpRTzKUpR8ocMdvTAJkudqpoqFCA31jyyWGkLVUtYYXPfurjpHS6++zOPg8X6u76R+GrLJTQt74Ap7Suismv+5TkwBQ8LTEan6FmjNZIxH0tvTANkKYh1eoCvW9TCxqEjUOXnH6FnpRrtQ5QvMTdCXXdrkRTwPDRGuJEp4F6ChFtEfLQYZ5ugWCcKnLc1UcU8FXTZE7qxkXikBIag6EQhkmk+KYOYMgnKGKXSQmStYVHJ5CdUYmj10Uf465pPmvhCFytjDG9eBt3ruBeLuF66fpB1kWIuCzdVsOhR090avwysjzOPg7Bw/wPc948U608/ChLrutYsgfHtKqBEOusxo52wwGR0jj41OiI5JQkrb82kKGREu93A1wmN8f3IMaj8wwbIjY3T3CxoPF1q9UraCJcyWQGp/AkJOE3ppqo5l5Rh2ROyelDgPbnVVVM9kXSQm8xTEpCUgECJAJRNGpmQJMq3RJLLTkyTMkxQ0IT+HlldxfjNliawMOZLAJO/0NjWlBW+/eJLce5K2JsbYVTL/MksZoo2Tco5oNEoe+y95Yelhx6Khw9K7Np1wxf/3fHH0KaeGNa8jFaGITFv4G+P0UkG1OqCyMRwbHmwXCyHe57DiKTW2DhxKiqsWgaZ3ts3PHJlOZM7PDXhIEmRgoCoBHWtvfTikqCEAWoUw5kR5BajYH3JTUbZppL7LCkpGbKQ16rMUkVKlpbIzCARS4WSRdHk1CkXQGcKgvgkBTafeYYNJ5+K34AEPdRQbcT+jUqxgNBhKBygS60SaF/VWTx8UAWBCKrfmZyCNcefYOdVb0xuXxFdapbgcB0thQUmo7OMqd8PYQnB2PV8G2QyJULKH8fwex3xw5z5KDNnRrbFhilTk1zLUjIAiUCp1IlU9iQ0LjFLYagSj1n9lbdFa2bQyCR086bSJDQCB9W6IwsqD4fJFCRUeHvfbT8sPvAAfhoPVhQu0r9RaQxr5gnrQq4zyxQdKCxiUBNPUbqIqgn8dP6FiFd9HZmAcX/cwrbzLzCzU2XU9rAt7ENlcgkLTEanmd1kPEITgnHS7z/I5AoEVT6Mobc7YfO6DSg96utc7YuskZI7PX3ZEyp3QslCVOyZpuTiFtOkZCgUb+rhqWvkpb6fYrmoNJLK0qmaSpmllkaqsiSWqVmvbJlkCpurL0Ix7z8v3PJ+M1Y4WeZ71CuJ0a3KwcnyTfgJw2hiZWqA6R9XFsNLLtj/AEe9VKWNbvlE4LMNF9CphiumdqgIV47P1BpYYDI6DVn3VrSah4EHQnAj+CJkevEIqHoIg292wtYdf8K9R7c8K3uSGxQKBQJev4ZLLkcrYZjCwDs0FosOPlAX1tYceWfaR5VEgXSGyQmeDubY3LcOzj4Oxrx/7+Pha9VQvzSy05H7ARjRvCwGN/UsFglhxR2+czE6j4HcAN+3XY0ylpVUPwqDSPhVP4KBZ7wRcOZ8ofQPCVOuPckUdeISFVhx5BFarTiVRlyWdzLHtgH18FP/eiwumXeCamP+97/GmN+1KmzNVCEVVGd0+ZFHaLPyFA7fCxAeIqbowgKTYcTQaqb4scP3cDF1F/2hZxQI76on0Pf3mwh+8IT7iGE0oBv7wbsBaL3iFNYceyxGhJKKpC/oWg37/9cEzco7cJ8x74W+nlwU3D8xvrlICpPCgLxD4zDkl2vo8+NlPE0tE8cUPVhgMkwqtsa22NJ+I6wMVcHk+qYv8LLCJfT67iTCAlSFgRlG13kaFC1u7MO2XxPlZaTyV1Ra5sSE5iKGjoQBw+RlfOasTlVwYHQTNCxjp15PBds7rDmLNWd8EJU6+hpTdOCrAMNo4G7hju/bfAdDuSpRx8D6Op6XfIAvlxxARGQs9xWjs8QkJGPhAS+0X3VaPRIL0aScPQ6OaYqpH1WChXHWo9wwzPtAsby/DqqPDb0+UBdjp4zz368HovXKM9h9w4fd5kUIFpgMk46q9lWxsMkC9bKR4yE8sfNBj4X7EBGbyP3F6Kw7fOOpZ+qyW3SD//6r2vh5QD2UdTQv7MNkdASKT+9QzQVHxzUTlQmk0dKCohIwductdPv+Au75RRT2YTIsMBkmY9qWaovRH4xWLxu7/oGHRmH4csl+RGRQUJ1hiiM+YbEY/PNV4Q73T61pSWWz/teyrLjBU5FsrrPKFAY0Xv3YNuVxZGwTNCtjpV5/9WUYOq09ixl77iKcDQKFClswGSYTBlYdiE/KfCLmZfJkmLhvg1dyDL5cdZQvXEyxhkap2nT6KdqsOI2jXoHq9U3LO+DI2KYY17aCuMEzTGHjZmOKRR+XwU/96sDT3kyso1rCv1x8iRbLTuK3S6+goBVMgcMCk2EygSwzsxvMRm2n2qofi340TNx/wv3oOHyx9hSCoxO475hix7VUCxAVu6aBAQgHCyOs61kL2/rXhYed6ibOMEUJevihWOApHSrCNPXhh0ZTm7b7Drp8d06c10zBwgKTYbLAQM8Aq5qvQkmLkmJZzzgAJq6/42FYPL7YcA4BmYwxzjDaBmXhzvznLj7//jweBKiKW9NoqX0beODY+Gb4uLoru8OZIg2Fb9A498fHNxcj/0jc8aXRgM5j/B+3EBjF1+yCggUmw2SDtbE11rVaBwsD1Wgk+hYPYOR4EE9D4tB943kRp8Yw2swxr9dou/I0fr7wElLt6iqultjzdSPM6VxVDEnKMNqCs5Ux1n5ZCzuGfIiKzm9Gkfr7ug9aLTuFzWcoWU1Vu5XJP7RGYM6fPx8NGzaEqakprK2tc5z9OHPmTLi4uMDExAStW7fG48eP8/1YmeJHaavSWNViFfRkKteLod1p6FvewKvQOHT//gKeB8cU9iEyTK6hzNuRv13HwG1X1Uk8JgZ6mN6xEv4Z0Qg13HN2rWWYosiHnnb4d1RjzPmkCiyNVcP1RiUk49v/vPDR6jM48ziosA+xWKM1AjMxMRHdunXD8OHDc/yeJUuWYM2aNfj+++9x6dIlmJmZoV27doiPZxM5k3vqudTDlHpT1MsmLn9BbuwDv4h4dN94AY9Sx8xlmKIOPXz/edVblB76V2OIR6ppeXhsUwxq4snF0pliARX979uwlBgEoEdddxH2QTwOjEbvLZdFlYSXIWwg0GmBOWfOHIwdOxbVqlXL8QV01apVmD59Ojp37ozq1avj559/hp+fH/bs2ZPvx8sUT76o8AU+K/eZakGugIXrT5DpRQlL0BcbL+CuL9dfY4o23qGxYiSeiX/dRkScquSWtakBVnSvIWpautuaFvYhMkyeY2duhEWfVRdhHzU1LPNH7r8W1RIWH3yA6IRk7vk8RGUzLoY8f/4cAQEBwi0uYWVlhfr16+PChQvo0aNHhu9LSEgQTSIyMlJMU1JSRMsvpH3n59/QBrShH6bUnYIn4U9wK+gWUoyiYeP8I0J9R4BCMXtsuogfen+A+p5vhjMrrv1QEHA/5F1fpKQosf3SKyw59BCxiarscOKTGi7CJW5vbiQezKkVZfic4H54n/OhWglL/DX0Q+y56YfFhx4K40CiIgUbTj7F39d8MKldBXSp6Qp56rjn2kJKAd0zcrN/mbKoX03S8dNPP2HMmDEIDw/Pcrvz58+jUaNGwmJJMZgS3bt3F5mQO3fuzPB9s2fPFtbS9Dx8+BAWFm+ChRndJjQhFCMvjEBwYohYNvOvhIDwvmLeUE+GOe1LoXlZm0I+SoZR4R0WjwVHX+GmX7S6SxzNDTCpZUk0Kv2mSDXD6BIxiQpsuxyAHTcD1SNUEZWdTPG/pm6o4cojVKUnKioKFSpUQEREBCwtLYuuBXPKlClYvHhxltt4eXmhYsWKBXZMU6dOxbhx49JYMN3d3eHo6JhtZ77vU0FQUBAcHBwgl2tN5ILO9oMTnLDadA36H+yHRGUSYly8UDZyD56kdEGiQolp+59j7iem6FVfVd6ouPZDfsP98H59QQWmt557geVHHiEh+Y3l4ct67pjSvoJWjh3O5wT3Q16eD3PcXdG/eYyo+yoNKnD/dSyG/fkIHas5C4umNoSNpBTQPYMSpnNKoQrM8ePHo1+/fllu4+np+U77dnZ2FtPXr1+nsWDScs2aNTN9n5GRkWjpoS+sIG70BfV3ijra0A/VHatjdqM5mHZ2mlgOLnsB9a4Z4bJFB1HqZcY/9xAcnYgxrcu9c/1AbeiHgoD7Ifd98fh1FCb8dRu3vN94e9xtTbD40+poWNYe2g6fE9wPeXU+eDpYYHPfujj9KAjf/ncfj16rLP3/3QnAEa9ADGhUGiNalNGKBzJ5Pt8zcrPvQhWYpLSp5QelS5cWIvPYsWNqQUnWSMomz00mOsNkRacynfAg9AF+vv8zFHoy+FY5iU+uGGKvUyvx+upjjxEUnYB5natCT8tiehjtJFmRgo2nn2H10ccitoyg55t+DUthYrsKMDUstqH3DPPeowHtL9MEO696Y8XhRwiJSURicgq+P/VUVF0Y17Y8vqjjzhUWcojWmEZevXqFmzdviqlCoRDz1KKj38QUkSt99+7dYp4sRhSr+e2332Lv3r24c+cO+vTpA1dXV3Tp0qUQPwlT3BhbeywauHwo5iPNZPApdxjDwi+rX6excEf8eh3xqcPuMUx+8TAgCp9uOI+lhx6qxSWNz/zn0AaY1akKi0uGyUFZo171PXBiYnMxKpChnkomkdj8ZvddtFt1GofuBRT5ZLiigNYITCqYXqtWLcyaNUuISpqndvXq1TSJOBR4KjFp0iSMGjUKQ4YMQd26dcX7Dh48CGNj40L6FExxRF+ujyVNl8LVVBWW8biEDK+N/sJcMx/op1otD94LEBnmPEwZkx/QqCTrjj/Gx2vP4LaP6hpIp97Qpp7YP7oJ6pSy5Y5nmFxAo1fRuOY0TGrH6m/C7J4GxWDoL9fw+fcXcPVFKPdpccoiL2jIrU7ljXKSMfW+AboUH+rk5KTTMXfa3A/3Q+6jz39fIUGpqi04/F8FynRbhbF3U9RlYVytjPFD3zqo4mpVbPshL+F+yL4vHgREYsKft3DXV1VSjSjjYIal3Wrgg5LFr5IBnxPcD4VxPlx7GYqF+x/g6suwNOvbVHbC5PYVUNbRQif6ITIXmkh371wMk8dUtquM6Q1nqpc3t5dD8dM0/NbFEy5WKqs5jfrz+YYLwsXCMO9rtVxz7DE6rT2rFpdktSS33n//a1IsxSXDFBa1PWzx57AG2NS7tniA0yzU3nblaUz+6zZ8w+P4C9KABSbD5CFdynZBt/LdxHySvgzL2sVDtmQy9gyuqx49Ii5JgWHbr2H9ySccx8O8E/f8ItB53TmsOPJIXb+vnKM5dn3dSLj1jA30uGcZJo+h3I62VZxxaExTLPq0GpwsVRVnUpQQiUEtlp7ErH/uIjCSh6MmWGAyTB5D45VXs60i5oOsZVhS8RGSvluBHUM+ROearmI9BaYsOfgQ4/+4hYRkTv5hcm61XHX0sRCX9/1VVkuqTvB18zLYN6pxmiHwGIbJv0SgHvVK4uSEFqIyg4WRqjIDJdZtu/ASTZacwIL9XgiNSdTpr4AFJsPkMYZ6hljRchVsDVRxlrdLy7HJ908kHDqIVV/UxIS25dXb7rrhiy83XYR/BLtWmOytlgN2PMSa40+QTCYTABWcLLD764aY1J6tlgxT0JgY6mFEi7I4M7mFqJNpaqjyHNCgBptOP0OTxcex/PBDRMSq4vJ1DRaYDJMPOJs5Y1nLldCDKot8dyM59m6bjqRXrzCyZTls6PUBTFLdmNdfhaPjmrOiyC/DpIcs3MsOPUSX9RfwJDhObbX8X8uy2DuqEaq7sdWSYQoTa1NDTGxXEacntcDAxqVhqK+SVjQU5drjT9Bo8XEsPvgAwdEJOvVFscBkmHyirnNdjK0zXr28rnUSrk4fhZTERHSo5iICxktYq4bdIldK362XseLwQzG8H8MQ11+FiYePdSeeqM+Lis4W+GdEI4xrWwFG+hxryTBFBXtzI8z4uDJOT2yB3h96wEBPZWCITkjGhpNP0Xjxcczddx+vdSRGkwUmw+QjfSr3QVs31ag+scYyLKj2DD7Ll4jlqiWs8N//GqNVRUd1XCa5P7/afAlBUbr1pMukJTYxWdyIPttwHk8CVYNJUE3VgfWdsefrhuLcYRimaOJsZYx5Xari+Pjm6FW/pLpYe3xSCn489xxNFp/A9D134B0ai+IMC0yGyeeswzlNvkVJY1Wh3pdOMiwL+h1RJ06oXSs/9KkjMn+loSQvPAvBx+vO4bpPFH83Osj5p8Fov+qMuBFJVYqru1lh78hGGPShq9r9xjBM0cbd1hTzu1YTrvP+jUrB2ECuTgbafvEVmi87iVG/38Btn3AUR/hKxTD5jLmhOVa1/Q7GMBDLJ2rIsX3bRCQFqGphyuUyUbvw98EfqstekAVz1K7HImOYMoeZ4k9EXBKm7rqDnj9cwqtUy4aRvhxTO1TEruENhWucYRjttGjO6lQFZya1FNd6s9RkIAp72XfLD5+sO4cvNl7A0fuvkVKMQqRYYDJMAVDOphxmNp6jXv6hcTzOzh4BZXKyel290raiQHbjsvZiOSXVZd51/Tk8es3WzOIKDaZ24I4/2qw4hd8vv1Kvr1fKFgdGN8HQZmVEWRSGYbQbBwsj4a06N6UlxrQuBzszQ/Vrl56HYtDPV9F65Sn8dukV4pO0v3wdX7UYpoDoVKYTupXqLOaTDGSYX/EhXmxY/VaQ+LYB9TC2dTmkxoeLUVo+XnMWG0895QSgYoZfeBwG/3wVw3+9jsDUuFuybszrXEXUTfV0MC/sQ2QYJo+xNjXEmNblhdBc0LUaPDVGBnoWFINpu++g/oJj+Pbf+3geHKO1/c8Ck2EKkCmNZ6KSSWkx/9pGhnkBWxF98VKabSgWc1TLsvjhiwpidBYpZmfhgQfovvGCVl9wGKhdY1vPPRdWy6NegepuoYSvw+OaoXeDUiJ0gmGY4ouxgR561i+Jo2ObYUvfOqhf2jZNyMzms8/RYtlJ9N5ySQwvnKxl4VIsMBmmgIuwr/xoAyyUqljLK+Vl2PDLKCSHhb21bSUnM+wd0RBDm3pClqo1rr0MQ4fVp/HTuedszdRS7vtF4tP15zBn331RJ09yna3v9QE2962jLl3FMIxuIJfL0KqSE3YObSCS+T79oESaZL4zj4Mx9JdrYoSgNccea82Y5ywwGaaAKWFeAotaLVcvb68Ti8OLRmY4LrmRgR6mflQJfw5tAA87U3Wpi9n77guRcsu7eGYfFkfIIjF77z18vPYMbvlEqNdTGZOj45rho2ououoAwzC6S3U3a6zoXhMXp7YSCX7utm8eOP0j4rHiyCNRT7PnDxfx1zUfxCS8ieMvarDAZJhCoKl7Mwwq+5WYT5HLsMj9Fp7/viXT7eukJnz0aeChXkcipcv6cyJeJ0zHx7wtylBWKN0IWi0/iZ/OvxDJW0RZR3NRbJ/KmFiZqCoMMAzDELZmhiLB79SEFtjavy5aV3JUe7LIFnH+aQgm/HkLdecfxbg/borllAyMFIWJaoR2hmEKnJENJuCGz2Vci3+EMAsZpj9Zjc2PGsO0fMUMtzc11MfczlXRsZoLZvxzF49eR4sLDWUcUhYyZSd2q+3OsXtFzB0+85+7uPryTQgEDRE6smVZDGpSmkfiYRgmW/d5iwqOovmExWL3dV/8fd0HL0JUpcxiExXYdd1XNGcLQyzppo+m5VWDdxQ2bMFkmEJCT66HZZ9shK3CWCzf8QBWbhmMlISsR/Gp72knyhlN71hJXU8tLDYJk/++g083nC+2RXu1ifDYRMz6565wh2uKy4+qOePo+GYY0aIsi0uGYXKFm40pRrUqhxMTmuPv4Q3wZb2SsDB+YycMiEosUjHcLDAZphCxN7HHsjZrIE/1bOysFIYDaydk+z4DPTkGNfHE8QnN8UkNV/X6m97homjviF+v42mQaohBpuBISFZg85lnaLb0JLZdeKl2h3vam+GXgfWwvlftInUDYBhG+5DJZKjtYYuFn1bDlW9aY+2XtdC8ggNqupqjtP2bkkeFDbvIGaaQqeveAF97fIV1r7ZDKZNhgekJVDz2D0yrfpjte50sjbHmy1roUdcdM/feU49b/d8dfxy8F4Butd0wunU5uFixqMlPKEFr/50ALD74QD0Kj+QOH9WqLAY2Znc4wzD5U+qoUw1XdKzmDF9/1ehwRQW2YDJMEWBw84loICsr5iPNZJh6bQ4Sg1/n+P0Ny9pj//+aYG7nKqJYu1RrcccVb2FNW7DfixOB8olrL0NFaMKI366rxSUF43/2gRuOT2iGr5uzO5xhmPxHv4jVzmWByTBFALlMjsXdfoRDgkocerkosPnv8VCm5LywLtVN69OgFE5NbI4JbcvDwkjloEhMTsGm08/QdMkJYWELjIrPt8+hSzwIiMSwX67hsw0XcOPVm7jXhmXssG9kYyzvXoMtxwzD6CwsMBmmiGBjYoPlrVdDP3UI2j2lA/Hvz7NyvR8zI32MbFkOpye1wJCmnuqCvVEJydhw8ikaLz6Bqbvu8IhA74iXfySGb7+G9qvOiDAECRp1aWu/uvh1UH1ULWH1rrtnGIYpFrDAZJgiRC3PRhjl/IV6eWHSXjy7eeqd9mVjZohpH1USFs0v67nDIHVwc7Jo/n75FVouPymEEiUGMTkrOUQWyw6rz+DA3TfCkkISaDxhqlPaoiLVqitabiqGYZjCgJN8GKaI0b/DN7i26SJOG79EjDEw4fg4/F72BIzMLd9pf5Tgs/DT6hjTujx+PPscv156heiEZFFDk4QStXqlbMWYuO2rOougceYNJMA3nHyCQ/fSxsTS8I7DmpVBz3olYZJaLophGIZRwQKTYYoYZAGb/+VP6PZLGwSYJ+OxXSK+3doP80bteq/9UsY5DTv5dYuyojj7j+eeIyhKVXPz8otQ0az3GYjkFLJ4lnW0gK5CVt79d/yx9fyLt4bjdJSEZf2SLMYZhmEygQUmwxRBLM1t8U2VqRj3dB6S9IE9lo9Rd/8qfPLRmPfeNw1LOLx5GfRvVAp7bvjihzPP8DQoRrwWHpuELWefi0ZWzS/ru6NdFWcxipAuEBgZLyy8v11+pRbfmsKS+o2KG7OVl2EYJmt0467BMFpIhQpNMMq7PVakHBTL3/puQdVXLeBZskae7J9EUo96JfFFXXdceREm4jKpfiZZ7zStmiYGd9GyoiM+quaCFhUdip3YTFKk4OyTYDEE24G7/khSpB3Pt5KLJfo3LIVParqysGQYhskhxetOwTDFjN5fLsT1Vddw0iEIcYbA2H1DsXPoSRjrq4aXzCuXfL3StqLN/Lgydt3wFWJTKtoel6QQwpMaFQ4vDmIzJUUpxPPeW35iHHcaalMTPbkM7ao4oV/D0qhbyoYTdxiGYXKJdt4dGEZHkMvlmN97G7rt+Bh+1il4Zh6Deb8PwfzeP+fL36PMcxp1ZkCjUmIM7V3XfXHw7hsBpik2jfTlqFvKFo3K2qNxWXtUcbWEvIgV+tWELLO3fMJx6G4A/r3tj4DIt+uB2pgaCBf4Vx96wJWHdGQYhnlnWGAyTBHH0skdi6tMwcAX85FoIMPelBuoe34LujQcmG9/k6yaJB6pzetcBRefheK/O344eDdALTYTklWuZWqLAVibGqBRGXshOGt72KCMgxn09QqvEhqNZEQ1K889Ccb5pyG48iIUsYmpRUY1MDaQo3UlJzGme7MKDjDS54xwhmGY94UFJsNoATVbf4lRK45gud0VsTzfazWqlmuMsg4V8v1vk0hsXM5etLmdq+LisxCRYX3qYRD8It5YASlBSLJuEmThrOhiiaqulqjiaoWqJSxR3skiX+IYyTr5PDgGjwOj8Oh1tBCWl5+HIiIuKePPJJehaXkHdK7pKsQlFadnGIZh8g6+qjKMltDn6/W4sag5jpeOQby+EmP3DsLOPodgamBaYMdgoCdHk3IOoimVSiHqzqVaMclKGBWfrN6WLJxU4kezzA/VIHcwN4KLlbGoz+libQzX1Cllt9P+qRnSVF8mhGBoeDwCkyMQGZ8sRGx4XBIi45IQHpsIn7A4PHodhRchscJimRWUBU7DONK47W0qOYlwAIZhGEbHBeb8+fPx33//4ebNmzA0NER4ePajj/Tr1w/btm1Ls65du3Y4eFCVlcsw2oTc2Bhzum3E4wNfwdsBeKEfjjn/jsGiLhsLJQmF/qang7lovRuUQrIiBXd8I3DhWQju+Ubinl+EEH6aUHH3wKgE0W75ROTr8ZFgbeBJgtJOCMsyDuacrMMwDFNAaI3ATExMRLdu3dCgQQNs2bIlx+9r3749tm7dql42MjLKpyNkmPzHukoNfHupH4YmbEW8kQz7Iy+g7u3f8HmNXoXe/eRKr1XSRjSJyPgkePlF4q6fSnA+DYyGf0Q8gqIThNjMC2isdRKP5Z3MxXjgVCC+nJM5StmZiWxwhmEYpuDRGoE5Z84cMf3pp59y9T4SlM7Ozvl0VAxT8NTqNxajppzC0irPxfLC60tQ1a02KtpVLHJfh6WxAep72omWPmbydWS8yOT2C48TojM2IRmJCqWoS0mNtqEWHRsLR2sLWJsaikQiskzSPE3J7e1ua8pCkmEYpoihNQLzXTl58iQcHR1hY2ODli1b4ttvv4WdXdqbnSYJCQmiSURGRoppSkqKaPmFtO/8/BvaAPdDzvrhizHf4/aKjjhULRmJ8hSM3T8MO7vthbmhObQBfTlQwtpYtNolrTPdjj5/UFAQHBwcRMmmjFGKupbFHf5tcD/w+cC/i8K+PuRm/zIlReprEWTBHDNmTI5iMHfs2AFTU1OULl0aT58+xbRp02Bubo4LFy5ATy/jTNbZs2erraWaPHz4EBYWujs2M1P0iD5xFONfLcZzF5UbuIlVPUyvN4/jDBmGYZh8ISoqChUqVEBERAQsLS3zVmDOnTsXEyZMEMJNk7i4OCxduhQzZ87M8b6mTJmCxYupgl7meHl5oWLFiu8kMNPz7NkzlClTBkePHkWrVq1ybMF0d3dHWFhYtp35PuTMUlP84X7IXT9cnzkaI9xPINZYJTKn1J6ELysXfjxmXsHnA/cFnxP82+BrRNG5VpImIo9wTgRmrl3kZN0bNmzYWwIzNjZWvJYbgTl+/HiR6Z0Vnp6euT3ELPdlb2+PJ0+eZCowKWYzo0Qg+sIKQvgV1N8p6nA/5Kwfak1ZiP+NbI9FLVQZ2cuuLkMN51qoal8VxQk+H7gv+Jzg3wZfIwr/WpmbfedaYJLBM6OSKLdu3YKtrW2u9kVKm1pB4ePjg5CQELi4uBTY32SY/ETP3Bxd/7cGd7f0wb/1ZEiWpWDckVH489M9sDKy4s5nGIZhCoUcS1EyiZKAJHFZvnx5MS81KysrtGnTBt27d8+3A3316pWogUlThUIh5qlFR0ertyFX+u7du8U8rZ84cSIuXryIFy9e4NixY+jcuTPKli0ramEyTHHB9IMPMKr8QFTwUUW7+CcGY+qpyUhR6nbCGMMwDFN45NiCuWrVKmG9HDBggHCFk6iUoMLnpUqVEjUq8wtyvWsWTa9Vq5aYnjhxAs2bN1cn4lBcAEFJPLdv3xbvoXhNV1dXtG3bFvPmzeNamEyxw+XrkZg84DRG2z5GlKkMZ/zP4ce7P2JQtUGFfWgMwzCMDpJjgdm3b18xpYzshg0bwsDAAAUJJfdkVwNTM1/JxMQEhw4dKoAjY5jCR2ZggOpzV2D0mK6Y3zUZSpkMa6+vQXX76qjnUq+wD49hGIbRMXIdg9msWTORrfTo0SMEBga+VROpadOmeXl8DMPkEKPSpdG25zQ8OjwbfzTVQwqUmHhyAv7s/BccTR25HxmGYZiiKzApprFnz554+fJlGoshQfGZFB/JMEzhYN29G/qcPoWHz07ilqccoYlhmHhqIra02wJ9ebEfV4FhGIYpIuQ6l51KFNWpUwd3795FaGioqA8pNVpmGKbwoIe8EvPmYcw5a9hFqh4Arwdex5oba/hrYRiGYYquwHz8+DEWLFiASpUqwdraWiT7aDaGYQoXfVtbVJy1CGN3K6CnUInMrXe34vir4/zVMAzDMEVTYNavX18UKmcYpuhi3qQJ6rfohd7H38RITz/7DbyjvAv1uBiGYRjdIEdBWVTuR2LUqFFiBJ6AgABUq1btrWzy6tWr5/1RMgyTaxwnTkDnzy/ggdcLXKwkR1RSNMadHIdfOvwCY31j7lGGYRimcAVmzZo1RWyXZlIP1cOUkF7jJB+GKTrIjY3htnQZhn3VHS8dlfC3k+FB6AMsuLQAcxvNLezDYxiGYXRdYD5//jz/j4RhmDzHuFIllPp6LMZvXYpv+uohwVCG3U92o4ZDDXxW/jPucYZhGKbwBKaHh0f+/HWGYfId2/79UPHMGQw9cAlrOuuJdWTFrGhXEVXsqvA3wDAMw+Q5uS6Mt3fv3gzXk3vc2NhYjPVNo/0wDFM0kMnlcF20EE07d8Gjq1E4WEeOxJREjDsxDn90+gNWRlz9gWEYhilkgdmlS5e34jHTx2E2btwYe/bsgY2NTV4eK8Mw74iBszNc5s5Fn7Gj8dRFhsclZPCL8cOUM1PwXavvIJfluqAEwzAMw2RKru8qR44cQd26dcU0IiJCNJqn8kX//vsvTp8+jZCQEEyYMCG3u2YYJh+xbNcWdp9+hnG7FbCIVT0gnvU9i423NnK/MwzDMIVrwRw9ejQ2bdqEhg0bqte1atVKuMeHDBmCe/fuYdWqVWmyzBmGKRo4T52K2CtXMGaPN77tIYdSLsOGWxtQzaEaGpdoXNiHxzAMw+iqBfPp06ewtLR8az2te/bsmZgvV64cgoOD8+YIGYbJM+RmZiixbBmq+eqhx2lVEXYllMJV7hvtyz3NMAzDFI7ArF27NiZOnIigoCD1OpqfNGmScJ1Lw0m6u7vnzREyDJOnmFSrBoeRI9H5ghK1H6tEZkRCBMaeGIv45HjubYZhGKbgBeaWLVtEXUw3NzeRMU6N5l+8eIHNmzeLbaKjozF9+vT3PzqGYfIFu8GDYFanNkbuS4FzqCoe0yvUC/MuznsrgY9hGIZh8j0Gs0KFCrh//z4OHz6MR48eqde1adMGcrlcnWnOMEzRRaanhxKLFyOhS1dM2BWFb/qoirDvfboX1e2r44uKXxT2ITIMwzC6JDAJEpLt27cXjWEY7cSgRAk4z56FlPETMGx/ClZ3URVhX3RlESrYVkBNx5qFfYgMwzBMcRaYa9asERnilClO81nxv//9L6+OjWGYfMaqY0fEnDmLRnv24IlrCv6rJ0dySjLGnxyPnZ12wt7Enr8DhmEYJn8E5sqVK9GrVy8hMGk+M6jIOgtMhtEunKZPR+yN6+h14hWeO8lw30OGwLhAITI3t9sMA7lBYR8iwzAMUxwFJiX1ZDTPMIz2o2euKl304sueGLMnGVP66yHUUobrgdex4uoKTK43ubAPkWEYhtEy3nl8uMTERDx8+BDJycl5e0QMwxRK6SLHMaNhHQsx0o++QrV+u9d2/PfsP/5GGIZhmPwVmLGxsRg4cCBMTU1RpUoVvHr1SqwfNWoUFi1alNvdMQxTRLAdMACmDT5EeT+g/+FUhQlg9vnZeBD6oFCPjWEYhinmAnPq1Km4desWTp48KWIyJVq3bo2dO3fm9fExDFNAyORyuC5aDD1ra7S+qUSLW6oi7PGKeIw+Phph8WH8XTAMwzD5IzD37NmDdevWoXHjxiKpR4KsmTSMJMMw2ouBkyNcFiwA/bIHHkpBWX/Ver8YP0w8NVFkmDMMwzBMngtMGhbS0dHxrfUxMTFpBCfDMNqJRcsWsOnZE4YKYMJfybCOV9XHvBRwCSuvZV5FgmEYhmHeWWDWqVMH//33JuhfEpU0TGSDBg1yuzuGYYogjpMmwqhcOdhGA+P+TICeUvU7//n+z5z0wzAMw+T9SD4LFixAhw4dxHCRlEG+evVqMX/+/HmcOnUqt7tjGKYIIjc2RokVy/G8W3dU9IlH/0PJ2NxeZcmcdX4WSluVRmW7yoV9mAzDMExxsWBS7OXNmzeFuKxWrZoYk5xc5hcuXEDt2rXz5ygZhilwyILpNHWqmG9zQ4lW91QCM0GRgDEnxiA0PpS/FYZhGCbvxiIvU6YMfvjhh3d5K8MwWoR1926IuXABUQcPYsB/CfApYYmH1rHwj/EXST/ft/meR/phGIZh8kZgpqSk4MmTJwgMDBTzmjRt2vRddskwTBGEYqxd5s5B/O3bgJ8fxv4SiWkjLBAqj8PlgMtYfnU5ptSbUtiHyTAMw2i7wLx48SJ69uyJly9fQqlUvnUzUijeFGhmGEb70bO0FPGYL3p9BdtoBcb+Go05vQ2RDAV+9foVFWwqoGu5roV9mAzDMIw2x2AOGzZMZJLfvXsXoaGhCAsLUzdazg9evHghRg8qXbo0TExMhIt+1qxZYrjKrIiPj8eIESNgZ2cHc3NzfPbZZ3j9+nW+HCPDFGdMataEw+jRYr6CjxKDzxipX5t7cS5uBt4sxKNjGIZhtF5gPn78WGSSV6pUCdbW1rCyskrT8oMHDx4IV/zGjRtx7949rFy5Et9//z2mTZuW5fvGjh2Lffv24c8//xQZ7n5+fvj000/z5RgZprhjN2ggzBqqSpG1OBuJj/2dxTwVX6ekn4CYgEI+QoZhGEZrBWb9+vVF/GVB0r59e2zduhVt27aFp6cnPvnkE0yYMAG7du3K9D0RERHYsmULVqxYgZYtW4oMd9oHlVMiNz/DMO8wlOTixdCzsxPLPX/2wQdKdzEfEh+C/x3/H+KS47hbGYZhmJzFYN6mAP9URo0ahfHjxyMgIECUKTIwMEizbfXq1QukW0lA2traZvr6tWvXkJSUJMZIl6hYsSJKliwpSip9+OGHGb4vISFBNInIyEgxJQtq+oSmvETad37+DW2A+6Fo94Pczg4uCxfAZ8hQ6KcAI9Z5Y+Z4R/gmBsIr1Aszz83EosaL8mxUr6LaD4UB9wX3A58P/Lso7OtDbvafI4FZs2ZNccPQTOoZMGCAel56raCSfMiCunbtWixbtizTbUgAGxoaCje+Jk5OTuK1zFi4cCHmzJnz1nrKmI+Ly3/rDA3FyXA/FOnzoVw5GH3ZAwm/74BFdDLG7UjA9M+NEZcSj4MvDsLVwBU9Svco/v1QSHBfcD/w+cC/i8K6PkRFReWtwHz+/DnygylTpmDx4sVZbuPl5SUsjxK+vr7CZd6tWzcMHjw4z49p6tSpGDduXBoLpru7uygmb2lpifx8KqATw8HBAXJ5riMXig3cD9rRD8opU/DqwQPE37gJ94chmPCgOuaVvy9e2/p4K2q61UQzt2bFvh8KEu4L7gc+H/h3UdjXB0q0zlOB6eHhgfyAXO39+vXLchuKuZSgJJ0WLVqgYcOG2LRpU5bvc3Z2Flnm4eHhaayYlEVOr2WGkZGRaOmhL6wgbnAF9XeKOtwPRbwfjIzgtmIFnnfpCkVEBKr9fRsDpjbDjzgHJZSYenYqtnfYjrI2ZYt3PxQC3BfcD3w+8O+isK4Pudl3oV6xSWmTdTKrRm5uyXLZvHlzdbJOdh+StqP40GPHjqnXPXz4EK9evUKDBqpMWIZh3h0DFxe4LF6kXm637BxaWtcT8zFJMRh5fCTC4sO4ixmGYXQQrTAJSOKSEnQo7pLMwBRHqRlLSduQIL18+bJYppJJVDuT3N0nTpwQST/9+/cX4jKzBB+GYXKHRfPmsE2Nx5YlJWPw+heoaFVe9ZuM9sXYk2ORpEjibmUYhtExtEJgHjlyRCT2kDXSzc0NLmQ5SW0SlDFOFsrY2Fj1OqqX+fHHH4sC6zSEJbnGsyptxDBM7nEcOwYmNWqIeb2Xfph22g72JvZi+drra/j20rdvjfrFMAzDFG+0QmBSnCbdoDJqEqVKlRLLZOmUMDY2xnfffSdGGIqJiRHiMqv4S4Zhco/MwEAMJSlPHWjBeP8ZfJvwEYz0VLHMux7vwi/3f+GuZRiG0SHeWWBevXoVv/zyi2g0zzCM7mJQogRcF8xXL9st+QXT3d9UeVh+bTlO+5wupKNjGIZhirzA9PHxQZMmTVCvXj2MHj1aNJpv3LixeI1hGN3EolUr2PbtK+aVSUmoOucPDC6vWk5RpmDS6Ul4Elawo4AxDMMwWiIwBw0aJOIdqT4luZ6p0TzVYKLXGIbRXRzHj1PHYyb5+aHztidoXbJ1mszy0PjQQj5KhmEYpsgJzFOnTmHDhg2oUKGCeh3N08g6p0+zC4xhdBmZoSFKrFoJvdTas7EnT2Hck3KoZFvpTWb5ibFIVCQW8pEyDMMwRUpg0qg2ZMFMDw0R6erqmlfHxTCMFtfHdF26hMaQFcvRq9Zjsd1AdWb59cDrmHV+FmeWMwzDFGNyLTCXLl2KUaNGpUnsoXmKxcxqbHCGYXQH8yZNYD98mGpBoUDy5PlY9cE8GOsZi1X/PvsXG29vLNyDZBiGYYqOwKSSQTdv3kT9+vXVwyrS/PXr1zFgwADY2tqqG8Mwuov9iBEwbaAa1CA5KAjW327BgkbzIYPKsvndze+w/9n+Qj5KhmEYJj/I0VjkmqxatSpfDoRhmOKFTE8PJZYuxfOunwqBGXvxImrsrYmxrcZixbUVYpsZ52bA1dwVNR1rFvbhMgzDMIUpMPumliFhGIbJ9gJjb48SK1fgZd9+wlUesuF7fF7ze7ws9xn+fvw3ElMSMfrEaGz/aDvcLdy5QxmGYXTJRR4ZGZlmPqvGMAyjiWmdOnAcN1a97DdpMia69UN95/pimcoWjTw2EpGJfP1gGIbRKYFpY2ODwMBAMW9tbS2W0zdpPcMwTHpsBwyAeatWYj4lIgKBY8ZjWcOFKG1VWqx7FvEM40+OR1LK2xUqGIZhmGLqIj9+/Lg6aefEiRP5fUwMwxQzZDIZXBctxPPPP0fSy1eIv38fsYtX47vJ36HXf70QlhCGi/4XMffCXMxtOFdszzAMwxRzgdmsWTP1fOnSpUUtzPQ3AKVSCW9v77w/QoZhigV6FhZwW7MWL774Asr4eET89Teca9TAmpZrMPDQQBGPuefJHpH0M7zG8MI+XIZhGKYgyxSRwAwKCnprPQ0ZSa8xDMNkhnGF8nCZN1e9/Hret6jwWh8LmixQr1t/cz3+efIPdyLDMIwuCUyyVGbkvoqOjoaxsaqIMsMwTGZYdeoEm169VNeTxET4jh6NVlb1MKHOBPU2s8/PFi5zhmEYppiXKRo3bpyYkricMWMGTE1N0wwTeenSJdSsybXsGIbJHqfJkxB/7x7ibt5Ekp8f/CZOQu/vN8Anygc7Hu5AsjJZjFn+U7ufYAlL7lKGYZjiKjBv3LihtmDeuXMHhoaG6tdovkaNGpgw4Y0FgmEYJjNkhoYosXoVnn/6GRQhIYg5exYh69djysgpCIgJwEmfk4hOisaI4yOwss5KOMGJO5NhGKY4Ckwpe7x///5YvXo1LC3ZqsAwzLtj4OSEEitW4NWAAaIIe/D6DTCuWhWLmy7GgEMDcC/kHl7Hvsb0G9Ox3XU7LIwsuLsZhmGKawzm1q1bWVwyDJMnmNWv91YRdj3v11jXah1KmJcQ655FPcP4U+ORpOAamQzDMMVWYDIMw+R1EXaLDu3FfEp0NHxGjoSNwhjrW6+HpaHKU3LB/wJmnp+JFGUKdz7DMIwWwAKTYZjCL8I+fz6MypcXy4nPnsFvyhSUtiiF1S1Ww1Cuivf+99m/WHV9FX9bDMMwWgALTIZhCh25qSnc1q2FPDW2O/roMQR//z0+cPwAU6tPhVymulRtvbsV2+9vL+SjZRiGYbKDBSbDMEUCw5IlUWL5MjJpiuXgtesQffIkGjk2wtR6U9XbLbmyBAefHyzEI2UYhmGygwUmwzBFBvMmTeAwNjXpR6mE/6TJUHh7o3v57hhafahqNZSYdnYaLvlfKtyDZRiGYTKFBSbDMEUKu8GDYNGunTrpJ2bGTKTExGBEzRH4tNynYn1SShJGnxiNB6EPCvloGYZhmIxggckwTNFL+lkwH0blyorllJcv4T9lqrBozvhwBpq5NRPrY5JiMPzocDH6D8MwDFO0YIHJMEyRQ25mBrd1694k/Rw7huB130Ffro+lzZaiukN1sT44LhhDjgwRU4ZhGKbowAKTYZgiiaGHB1yXLgHkqstU8Pr1iDx4ECb6Jviu5XcobVVarPeO8sawI8MQmRhZyEfMMAzDSLDAZBimyGLWpAmMhw5RL/tNnYZ4Ly9YG1tjU5tNcDFzEesfhj3EyGMjEZccV4hHyzAMw0iwwGQYpkhj1K0bLDt/IuaVcXHwHjECySEhcDZzFiLT1thWvHYj8AbGnxwvEoAYhmGYwoUFJsMwRT7px2n2bBjXUMVdJvv5w+d/o6FMTEQpq1LY0HoDzAzMxGtnfM/gm7Pf8JCSDMMwhQwLTIZhijxyIyO4rVkLfUdHsRx37RoC5n0LpVKJynaVsbblWhjpGYnXDjw/gAWXFojXGIZhmMJBKwTmixcvMHDgQJQuXRomJiYoU6YMZs2ahcTExCzf17x5c2H90GzDhg0rsONmGCbvMHByhNt36yAzVI1NHv7nnwj77TcxX9e5LpY1WwY9mZ5Y3vlwJ9bdXMfdzzAMU0hohcB88OABUlJSsHHjRty7dw8rV67E999/j2nTpmX73sGDB8Pf31/dlixZUiDHzDBM3mNSrRpc5n+rXn69YCFiLlwQ883dm2Neo3nq1zbd3oQtd7bw18AwDFMI6EMLaN++vWgSnp6eePjwITZs2IBly5Zl+V5TU1M4OzsXwFEyDFMQWHXqhISHDxGyeQugUMBn9BiU2rEDRp6l0alMJ1GuaNHlRWLbVddXwVjfGL0q9eIvh2EYpgDRCoGZEREREbC1VWWPZsWvv/6K7du3C5HZqVMnzJgxQ4jOzEhISBBNIjJSVVuPLKjU8gtp3/n5N7QB7gfuh5ycD3ajRyP+yRPEnDyFlMhIeA8bBo8dv0PP2hpfVvgSsUmxWHNjjdiWxKaR3Eg9zKS2wr8N7gc+H/h3UdjXh9zsX6bUwkj4J0+eoHbt2sJ6SS7wzNi0aRM8qFizqytu376NyZMno169eti1a1em75k9ezbmzJnz1nqymFpYWOTZZ2AY5v1QxsYiatT/kPLsmVjWq1ED5kuXQGZgIJa3PdmGX5/9KuZlkGFStUlo5dKKu51hGOYdiYqKQoUKFYSRzzJ1pLUiKTCnTJmCxYsXZ7mNl5cXKlasqF729fVFs2bNRALP5s2bc/X3jh8/jlatWgmBSolCObVguru7IywsLNvOfN+ngqCgIDg4OECeOnKJLsL9wP2Qm/Mhyc8PL7/oAUVIiFi2+vRTOM2bKxL66NK24voK/Hz/Z/EaJQAtabIErT1aQxvh3wb3A58P/Lso7OsDaSIbG5scCcxCdZGPHz8e/fr1y3IbireU8PPzQ4sWLdCwYUNhncwt9evXF9OsBKaRkZFo6aEvrCCEX0H9naIO9wP3Q07OByM3N7iv/w4ve/cRdTEjdu2CUZkysBs4QLw+oc4EJCgSRFa5QqnA5DOTsdpgNZq6NYW2wr8N7gc+H/h3UVjXh9zsu1AFJiltajmBLJckLsk1vnXr1nfqwJs3b4qpi4tqeDmGYbQfkxo14LpoIXzHjRfLgcuWwbCUByxatRKWzGn1pyE+OR7/PP0HycpkjD0xFmtbrUVD14aFfegMwzDFFq0wlZG4JJd4yZIlRdwlmYEDAgJE09yGXOmXL18Wy0+fPsW8efNw7do1UUdz79696NOnD5o2bYrq1VUjgjAMUzyw/Ogj2I8aqVpQKuE7YSLi798Xi3KZHHMazkH7UqpKFIkpifjf8f/hvN/5wjxkhmGYYo1WCMwjR44It/axY8fg5uYmLJBSk0hKShKJOLGxsWLZ0NAQR48eRdu2bYXwJHf8Z599hn379hXiJ2EYJr+w//prWHbs+GbM8uFfI+n1a7GsJ9fDgiYL0KqkKsmH3OZCZPqyyGQYhtFZgUlxmhSwn1GTKFWqlFgmSydBiTmnTp1CSEgI4uPj8fjxY1FkPT8TdRiGKTzIHe6yYL5wmRPJr1/De+gwKKKjxbKB3ABLmy5NKzJPsMhkGIbRWYHJMAyT4zHL138HAzc3sZzw4AF8x4yFMilJLBvoGWBps7Qic9TxUWzJZBiGyWNYYDIMU6zQt7OD+6ZNkFtZieWYs2cRMHee2uMhLJnNlqJ1ydbqmEwWmQzDMHkLC0yGYYodNGyk+7q16qLr4X/+iZBNP6hfJ5G5pNkSFpkMwzD5BAtMhmGKJaZ168Jl4UL1ctDKlYj497+3RGYbjzZpLJmnvE8VyvEyDMMUJ1hgMgxTbLH6uCMcxo5VL/tPnYrYK1fSiMzFTRenEZljTozBwRcHC+V4GYZhigssMBmGKdbYDRkM627dxDwl+3iPHIWE1PHLNUVmh9IdxDIVY598ejJ2P95daMfMMAyj7RTqSD7FAUocSE5OhkKheO9xRKmWJ5VU0uWhIrkf8qYfDAwMoKenl+ffj7aWL3KeNRNJAQGIOXMGKRER8B40GB6//w4DJ0e1yFzYeCFM9U3x9+O/kaJMwczzMxGbHItelXoV9kdgGIbROlhgvgeJiYnw9/dXF3d/X6FKoiI6OlrcEHUV7oe86Qd6Dw1KYG5unuffkTYi09dHiZUr8bJ3byR4eSHJzw/eQ4bAY/sv0LOwUBdjn9VgFkz0TbDda7tYt+jyIsQlx2FQtUGF/AkYhmG0CxaY7wjd/J8/fy6sRK6urmLkoPcRhiQoyGJFliddF5jcD+/XD/ReGk7Vx8cH5cqVY0tmKnrmZnDf+D1eftkTSb6+SHj4ED5fj4D75h9E/UyC+npS3UkwMzDDxtsbxbrV11cjNikWo2qN0unfJsMwTG5ggfke1ksSmTRikKmpKd4XEgUkVllgcj/kxfng4OCAFy9eCJHKrvI3GDg6CkH5smcvKMLCRMKP36TJKLFiOWSpIQXU3yNrjYSpgSlWXlsp1v1w5wdEJUZhSr0pwtLJMAzDZI3uBvvlEbocL8kUXdjSljlGpUsLS6bMxEQsRx06hNfzF6QZepYYUHUAvqn/jXp5x8MdmHR6khj9h2EYhskaVkcMw+gcJtWrw23NakBf5cQJ++03hGzc9NZ2PSr2wPzG86EnU1ktD788jOFHhwtrJsMwDJM5LDCLORSL17JlS1haWqJbaqmWrJg9eza6dOmSxhJ28+bNHP+9yMhIlClTRvxdJmMGDx6MH354M6oMUziYN2kCl2/nqZeDVq1C+N9/v7XdJ2U+wdqWa0XyD3El4Ar6HeyHwNjAAj1ehmEYbYIFZjFn48aNIgYvPDwcf/75Z77/veXLlwuBSjGAxIkTJ9CiRQtYWVnB2tr6re3/+OMPNGzYUMSx1qxZ863XKYZw5MiRsLGxga2tLUaNGiXKQuX09fQ0b94cRkZGsLCwEMdUtWpVjB8//i1BTPudM2eOEMsmJiYi1nbs2LEiq1vi5MmTQoBTprbUKHM7O7755hvMmjULCQnsai1srLt0geOE8epl/5mzEHX06FvbNXFrgi1tt8DGyEYsPwp7hN77e+N5xPMCPV6GYRhtgQVmMYcy3atUqVIgsaIk7DZt2oT+/fur15mZmWHAgAFYsWJFhu8hUThmzBghujLi22+/xdmzZ3H//n3cu3cPZ86cwYIFC3L8ekYsXrwYUVFRQnSTwPX19UXt2rXx+vVr9TY9e/bE33//LV4nUXn06FFhyW3btq0QnxIkUul1qVHmdnaUKlUK5cuXx19//ZXttkz+YztwIGz69FYtKBTwHTsOMRcuvLVdNYdq+LnDzyhhXkIs+8X4oc+BPrgddJu/JoZhmHSwwCzGkEv8559/xvr164V1bcuWLW+5wAmyLJI17n25fPmyKDhPVkGJevXqoXfv3sISmBGtW7dG9+7dUaKE6qadnh9//BHTp0+Hi4uLaCRE6XPk9PWsIOtj5cqVsX37dhFCQNZXgvrin3/+wZ49e4TwJAtwhQoVxPLDhw/x66+/Zrvv0NBQdO3aVVhWqX9pPy9fvlS/3qpVK+zduzdHx8nkL3QeOE2ZAstPOr0Z7WfESMRlEBpSyqoUfunwCyrYVBDL4QnhGHR4EI6/Os5fE8MwjAZcpigPef7Z50gODn7n91MWa06zf/Xt7VH676wtYOQS79evnxA4q1atEutIYOYXZOGrWLFinu0vLCxMWAQ1Xec0/+rVK0RERIgyUVm9TtbFnKCvry9E95EjR8TyoUOH8OGHH8LT0zPNdrS/jz76CIcPHxb9mhXLli0TFl2yjpJL/s6dO8ItLyEJW6ZoIJPL4bpgAVJiYhF97BiUsbF4NWQoPH75GcYVVGJSwsHUAVvbbxVjll8OuCwKsdP8uNrj0LdKX87gZxiGYYGZt5C4TNZws+oaJAjJEphXSPGOmrGb0jy5uKWyMpm9nlOBSZAFlayORHBwsCienxG0/vr16+plErKaf59iQOfNmyfqV4aEhODx48eoUaPGW/Gl1E/UX0wRG+1nxXJ4DxuG2AsXkRIZiVcDB6HUr9th6OGRZlsLQwtsaL0B089Nx4HnB6CEEsuvLceLyBeitJGBnkGhfQ6GYZiiAFsw87Iz7e3f6/25tWAWNcgdTFnkeYU0zCGJOPvUz0vzBFkDyYKZ1eu5gSyNFA9K0L7IFZ4Rfn5+6gQmgkQsxXKmZ+LEiWIccXL/0zF98cUXWLRokUgYIqifqL+YogWN6OO+bh1eDhiA+Fu3oQgOxqv+A+Dx268wcHZOs62hniEWN1mM0lalsf7merGOxjH3jvLGiuYrYGWU8wcchmGY4gYLzDwkO5d1URgikUSb5tjpMTExeSYKyUpHmdd5BQkwysom17sUw0nzlNEtWSezez0nkCubYi7J/U20adNGJCVRglTp0qXV25FQPHDgAJYuXZqjfqZkImq0n06dOolYWMpYJygpKaOseabwkZuZoeTGjXjZpy8SHj0S45a/GjBQjFuun/oQIkG/1eE1hqOUZSlMPzsdiSmJwm3+1f6vsK7VOnhYprV8MgzD6Aqc5KNjfPDBB7hw4QIePHggLGzTpk3LM0FLCT0EZXNLkJWR/g4NrUnQPDUJSgqiZRLXJLJpXrN8D2Wkz58/HwEBAaJRhvigQYNy/Hp2UD/07dtXiMdx48aJdVQ3lMQmJemQO5yO8dGjR/j000+FkO3Vq1e2+/3333/Fe+jzkzucHhwo1lPi+PHj+Pjjj3N8nEzBomdtjZJbNsOgZEmxnPjsmXCXKzKwVhMdSnfAlnZbYGusEqDkKu/5X09RM5NhGEYXYYGpY5B4Gjp0qKg9WbZsWVSrVi3X7uTMIAFF+966dat63enTp4VbuF27dkLE0bzkJiZ++eUXsTxkyBDcvn1b1MOkY5KYMWMGGjRogEqVKonWqFEjIYpz+npGTJ48WV0Hk0Sjs7Mzrl69CicnJ/U2O3fuROfOnfH555+LUktUy5Oy4ykRyNDQMNu+ePLkCdq3by/+DiX00DEOHz5cvEbZ5CRsc1L4nik89B0cUPLHH6Gfel4keHmpRGYmFv+ajjXxW8ffUNa6rFiOTIzEkMND8KvXr28NQ8kwDFPckSn5ypcl5D4mIULiSDOBhSxtkgvV2Nj4vb+IgnKRF0R/1apVCxcvXkwTq6hr/ZAVJKbr1q0rRvTJr37I6/OzsCALMNUnJfFfELVcMyLh2XO87NsHiiBVhQjj6tWFdVMvkwez6MRoTDg9Aed8z6nXfVT6I8xuOFs9GpC29kVRgPuB+4HPh8L7XWSmiTJCd69STL5AJ9zTp0/fSVzqClSMPitxyRQtjDxLw2PrVujZ2Ynl+Nu34T14CBTRMRlub25oju9afocBVQeo1+1/vl/EZXpHehfYcTMMwxQmLDAZhmGywahsWZTc+iP0UjP/qQi799ChSInJWGTqyfUwtvZYkU1uqm+qHl7yi/++wGmf09zfDMMUe1hgMgzD5ADj8uVVIjO1QkHctWvwHv41UuLiMn1PG482+L3j7yLLnIhKjMLIYyOx4dYGpChVZbYYhmGKIywwGYZhcohxxYpw/3EL5KmxR7GXL8P766+RolEZIT2e1p5CZLZ0bymWqSg71c38+ujXCI5795G/GIZhijIsMBmGYXKBSZUqIslHnjoQAI364z10WKbucikuc2WLlRj9wWjIoEraOud3Dp/v/Rznfc9z/zMMU+xggckwDJNLTKpVQ8nNP4ii7ETspUt4RYk/UVGZX2xlcgyqNggb22yEvYlq5KmQ+BAMPToUK66uQJIiib8HhmGKDSwwGYZh3gGTmjVFTKbkLo+7fl2M+KNIHa40Mxq4NsBfnf5CoxKN1Ou23tuKPgf6cJY5wzDFBhaYDMMw74hJ9erw+GmrGPmHiL9zBy/79UdyaGiW77MzscP6Vusxoc4E6MtVIzzdDbmLbv92w7/P/uXC7AzDaD0sMBmGYd4D48qV4fHLz9Czt1eP+POyTx8kBwVlffGVydG3Sl9s/2g7SlqohqSMSYrB1DNTMf7UeITEhfD3wjCM1qI1AvOTTz5ByZIlxagkLi4u6N27N/z8/LIdzWTEiBGws7ODubk5PvvsM1HpnikcaIjE8uXLpxlrvLjRtm1bHD16tLAPgylgjMqVEyJTGlYy8clTvOzdB0kBAdm+t4pdFfzR6Q98UuYT9bojL4+gyz9dcPD5QbZmMgyTLVT2LDY5FkUJrRGYNBb0H3/8gYcPH+Lvv/8Wo8XQONFZMXbsWOzbtw9//vknTp06JQQpjT2tSzRv3hyrVq3K9DUahjC9IFq6dKlYP2bMmLeGL6Txy0uUKAGFQpHrY5k5cyZGjRoFIyMjsUzfJ42JTuOP16xZM822JEJptBsa6pDG865YsSJ+/PHHLPdfqlQpMa45bW9tbY0PPvgAc+bMQXR0dJrtoqKixLnh7u4uti9Tpgzmzp2L5ORk9TY//fQT9PT0xIOJ1OhYs+Obb77BxIkTc9kzTHHAqHRpeGz/BQaurmI58cULvOz1lZhmh5mBGeY3no+lzZbCxkhVzD08IRwTT09kaybDMFlyM/AmvjrwFVbeW4mihNYITBIEH374ITw8PMSNfsqUKWK8axqvOSNonMwtW7ZgxYoVaNmyJWrXro2tW7fi/Pnz4n2MigoVKoh+0YSWSdCl5+TJk3j16pUYi/TAgQO56sKQkBDs2rULvXr1Uq+ztbUVIpZEWXpI7JGlmsQv/T0SfOPHj8fhw4ez/Du///67EJD092hIxtOnT6Nx48aISy2GTedLu3btcOPGDRw5ckSITxK6f/31F7788ss0+6pWrZp4XWp07mRH06ZNER4ejnPn3oxDzegOhu7uKpHpoXJ5J/n64kXPXoi7ey9H729fqj12d94tCrS/Zc18wdZMhmHeEBATgEmnJ6H3gd64F3IPp16fwvXA6ygqqKLLtYzQ0FD8+uuvQmgaGBhkuM21a9eEmGjdurV6HYkmcrNfuHBBiNWMIMuZpguXxI00kDw1CZoni57U8pL82F9m+/ziiy+wdu1aIYpoAPtLly6J9fXr13/rfSTYP/74YzHeOM137Ngxx8dw8OBBVKpUCTY2Nup9tmrVSkxJPErHKWFmZiasjxJ0PGTFPnPmDNq0aZPtZ5XL5eKhgoQj/V2yfn799dfYvn27sIKTBZw+L0GWThK/lStXxokTJ4RlVzqWjPrt+fPnGDJkCK5cuSKsnLR/Er5kiSXoOP/5558cWTzz63yQ+iH9eattSMeuTZ9Bz9kZJX/+WYxXnvjoERShoSIms8TatTBrkPF1RxOyYC5tshSHSh7CwssLhSWT2uQzk9HAoQGmN5wON0s36CraeE7kB9wPutsPcclx+OneT6LFK94M8uBh5gGZUpavfZGbfWuVwJw8eTLWrVuH2NhYIRD//fffTLcNCAiAoaGhcJVq4uTkJF7LjIULF6YRNhKBgYFqKxhB4pU6mqYkMogDj4IRl1wwJ7mJvhwdyquSCrKCRAa5szOy9NJr5E6muEESXiSaNm/eLOJbvby81J+PIAFKoQm0Hb2HxKWPj4/oz5xw/fp1EX+Z0XHQ8dGxaL6WfjuKp718+TK6d++eqdVasnxqvk5ClSzYZH0llzsJ3Q4dOggxqLkdPXjUq1dPvN6oUaMMj0li2rRpwnVPIpK4evVqmm3JKkyW16yOM6e86z6k8zM4ODjThzBtIiibhJmiiPHyZVBM+waKO3egjI2Fz7BhMJ02FYbNm+fo/bVMamHjhxux1mstzgaeFesuBF3Ap/s+RU/Pnvis1GcwlBtCV9HGcyI/4H7QnX5QKpU4EXACmx9tRnDCm1HALA0s0adMH3R06wg96OVrrgl5CLVCYJKbe/HixVluQ0JHctdSbNvAgQNFsgiJwD59+giRSfGCecXUqVMxbty4NBZMitVzdHQUljtNwUNuU7p5Szfw+GQl4pIKRmDSaCA5EQ7UNySAM9pWem3AgAGYMWOGmO7Zswd37twR/UBWQOl9FMdKwrJTp07Q19eHq6urcEfnNN6QQhbIYpjRcdAx0LFIr5E40tyOflRkfSxXrhy6desmjisz6NjS/w03NzfhEqf1ZP0mi2VGx0GxpeRap9fomO7evSu+d4klS5YIkUoxpPTA4evrK46J3OKakJWWPu/7Crv0/ZAbSCBTP9nb24vEOG2FRDLdOBwcHLL83oskTk5I2fYT/MdPQPSJE/SFInbuPJgrlbDp0SNnu4AT1rmvw6GXh7DkyhJRmD0hJQFbn2zF8cDjmFZvGj50yd4qWpzQ6nMiD+F+0K1+uBxwGWtvrMXt4NvqdfoyffSo0ANDqw+FuYF5gfQD5S1ohcCkmLp+/fpluY2np6d6nm6W1MgSRm5JEn4UT9mgQYO33ufs7IzExERhedO0YpKyp9cyg8SDlISiCX1hml8azZMokhphYqCyZL4rNEaxNIxcdtDfyqmw1jzGjF6jMIJBgwbh22+/FX1JsY/p30cu5p49ewqrMEFWTorVnDRpUo6OgeItyXKc0XFI62iq6Q6WlqkSALm1ySooWYtz81kpuYv+Pq2n88ff3z/D46DtmjRpot4HxWDevHnzre0oCWr27NnCVU/b0TlMCUzS+UFPeCQy3+fBJ30/5BbpM6Q/b7UVbf0cclNTuK1dA/9ZsxDx9y76YhE4dx5SQkJhP3JEjr/bjzw/QiPXRlh2YRn2eu8VGaMvI1+KUYDaerTFxLoT4WyW+XWtOKKt50Rew/1QvPvhdtBtrLmxBpf8VeFrEk1KNMGEuhPgaeWZxnWd3/2Qm30XqsAkpU3tXZA6M7OSNxR/R9afY8eOifJEBIkUSlLJSJDmBZ9UefcLvORipWPOS4tsTk+Yvn37Yv78+SJmMT0kssjFTXGLO3bsUPe7lMxCLuXsoCzxzLLZM0MSlxQXSt+jFDOZG8iSSMJ01qxZYplEIYliskxrWqQprpL+DmWTZwdZNdevXy/mydpL+yQxKp1n9+/ffysrntFdZPr6cPn2W+jb2iHkhx/EuuDvvkNy4Gs4z5wJWQ6t1BaGFvi64tf4stqXWHB5AW4F3RLrD788jDO+Z9C/Sn9RV9PUQBULzDCM9vIw9CHW3ViHkz4n06wvY1VGCMvGJRqjqKMVcp9u/BR7SUKH3OPHjx8XGb9UXkYSi+SuJFc6xekRJEbInU7ubkrcoKSf/v37i+0zS/AprlBcIrn0pZaRKKcsfUpUIRd4eiihp1atWnjw4IH4DqhR6AIl6dBrOYHiPOk9YWFhady4dDwkrElMpj+2kSNHCgFL2d5kEcztAwiJYnKpk8VaspR/9dVX4rzp0qWLeOCgY6DtunbtKhKYKEEnOyjrnB5U6JjJOk5WVXLNS9D5RvtiGAl6aHQcPw6OUyar14X/+RdeDRkCRWoiYU6paFsRP3f4GXMbzlWXNKKg//W31qPDrg7Y8WAHklJ4XHOG0UaehT/DpFOT8Pm+z9OISzdzNyxovAB/f/K3VohLrRGYlJBBWb4kaCiBgoRj9erVRW1LyZ1NIoUEAyUASaxcuVLc6MmyRHFyJDRoP7oGxUlS3ITUqA/TQy5kcpWnj/kj0UcZ+6NHjxb9p9moxBCJrZwE/ZJrmkQc7Uvil19+EcdDyUW3b98W81K8LT1IkJWQvlMqTSXVohw2bFiWf4cePChWlAQpnSeUyX327Fl13Ai5+EmwksWRkn8oCYjqqXbu3Bk7d+7MUX/Swwrtl46HHljo79BAAARluZNllFztDJMeu3794LpsmdpqGXvhIl70+BKJ3t656iwaBahrua7Y13WfiMGiWCwiND4U8y/NR9d/uuLwi8NcpJ1htIRbQbcw+vhodP6nMw68eFMG0NHUETMbzMTernvRqUwn6MnfLxSvIJEp87omTjGDXKlkDSVXa/okH3KrUjZxXiRRFKaLvKB48eKFsGSSWzmjONfi0A9UY3PChAlZllLKCe/bD3l9fhYWZImmuGmqVlCc4qtir1+Hz4iRUKRa9PVsbOD23Xcw/aDWO/UFxWOuvr5a1MzUpJp9NYz+YDTqOdfTyt+TLp0TuYX7Qfv7QalU4pzfOWy5swVXX19N85qtsS0GVh2ILyp+ASO9jO+XhdEPmWkirS9TxGg3NNLOo0ePUJw5dOhQYR8CowWYfvABSv2xE95DhyHx2TMhNF/16weXBQtg9XHO68tKeFh6YEXzFSIhYMW1Fbj2+ppYfyf4DgYdHoQaDjUwpPoQkRhQXIQmw2grSYok8TD4490f8TDsYZrXHE0c0adKH3xe/nMxwpc2wwKTYRimkEb9KbXjd/iMHi1c5crERPhNmIDEly9g//XX7yQEqztUx9Z2W0XSz8prK/Ek/Ina/Tbi2AhUsKmAQdUHoU3JNlrlamOY4jLyzl+P/sLfj/9GcNybOpZEKctSGFB1ADp6doShXvGob8sCk2EYppDQs7REyU2bEDB3rkj6IYLXrkPCgwdwWbgQeubmud4nCdOmbk1FWSMaXnLznc1qoUnWkomnJoqb2cBqA9GxdEcY6Gl/IX6GKcpu8EsBl7DzwU6c8D4BhVLxVhgLucJblGwhYquLEywwGYZhChFK+HGeOxeGpUojcNkyUSsz6shRJDx5Crd1a2FUpsw77ZcslGQN6VC6g7ix/XD7BzFeMfEi8gVmnJuBVddWCVdct/Ld4GSWs1G5GIbJnuC4YPz37D9hsaTfW5rfpkwPLUu2xJcVv0QdpzrFNmyFBSbDMEwhQzcYu4EDYFS2DHwnTkJKZCQSnz/Hi27d4bJ4ESzfI2mMrCKtSrZCS/eWuOB3AZvubFLHaNLIQBtvbxRWTl244TFMfkLlwo6/Oo59T/fhgv8FMSCCJg4mDuKB7rNyn+nEAx0LTIZhmCKCebNmKP3nH/AZ9T8kPHqElNhY+I76H+IHD4bd/0a9175JNDYs0VC066+vY7vXdnEzJJcdNUo6oFbWuiy6V+iODqU6wNr4zShoDMO8TXJKsnhgI1FJv5/Y5DelEiXooa1HxR7iIc5ArjshKSwwGYZhihCGHh4i+cd/xkxE/vefWEcjAMXduwf9SRPFGOfvywdOH4gmJR1QI2smQfGaCy4tEGOfU9b5x54fo5l7sxyVSmEYXSBBkSC8AcdeHcMp71MIS3gzgIiEq5mrCFGh2pWlrUpDF2GByTAMUwTHMHddthQm1avh9ZKlNOwVYs+fh2zwEFgtWwrz+vXz5O/Q+OUja43E0OpDhfVlx8MduBF4Q22ZodhNahYGFmhbqq0QmyRMi1syAsNkR2RiJE77nBZW/7O+Z4U7PD38O0kLC0ymwKDReagAeVaF1rWdwYMHo169emLKMO/r0rbt2xdGlSrBd+w4KEJCoAwKgnf/AbAfNlRVykhjiNL3gTLJP/L8SLRHYY+Eu2//s/0IjAsUr0clRYnSKtTsTezRzK0ZWri3QH2X+jDW195C/gyTVa1KKu9FsZQX/S7ibsjdt2IqCRN9E2Hpb1OqjfhNsKX/DfwYWsxp3rw5Vq1alelrdBM7evRomvVLly4V62koyPTlFsqWLYsSJUqIMbxzy8yZMzFq1Ci1uKxSpYp6CEhqtJ5GCNAc4pKGtaShH2lEmoULF2b7WWkftD3tp2rVqhg/fjyCgoLSbEcj5MyZM0eMSU5DSLq7u4ux2KOjo9XbnDx5UvSB5vG5ubll+xm/+eYbzJo1K8Px3hnmXTCrVw+ld/0Nk3p1VStSUhC8fgNe9u6DJF/fPO/U8jblMb7OeBz+/DA2tdmET8p8AlN90zTZsSQ0Rx4fiaY7m4rh7XY/3i2GqWQYbYUs9l4hXth+f7uoGdtoRyP0P9Qfm25vwu3g22nEpY2RDbqW7Yp1LdfhTI8zWN58OdqXas/iMh1swdRxSMBt3bpVjEMuQcvSmOCakOh69eqVEHEHDhwQ47znlJCQEDEOPI0PL3HvnqpkikSnTp3EGOcSNMQhvYeO5fHjx2jfvj3s7OzE2OWZsXjxYiGMSQx7eXlh7ty5qF27Nq5cuSKG0CJ69uwpxjincdRr1qyJJ0+eiDHOaRhLGt9eGo+dRGp4eDhyO1pR+fLl8ddff6FXr165ei/DZIaBkxPct2zBq1WrEP/TNuEyj7txA8+6dIXLvLmwbN8+zzuPyhw1cG0g2jf1v8FJ75OiribFnsUr4t9kzXofF00SpzQsJbXazrVhaZj1UHIMU5gu71uBt3Az6KaYkojMyO0tQclv9Fugagw1HWtCX87yKTu4h3ScHj16YM2aNWJcURJUly5dEuvrZxDjtWXLFiEqafxRaT43QyhWqlQJtra2Gb7u5+cnROvZs2fV6+bNm6eeJ5H56aefitezEpgSZH2sXLkytm/fLkTk8uXLsWTJEiGS//nnHzx48ACenp5qkb1nzx6x/Ouvv6Jfv35Z7js0NBQDBw4U+yIhS5ZQEsIeHh7i9VatWmHv3r0sMJk8RaanB+OvvoJjq1bwnzhJWC9ToqLgO2Ysoj8/C6cpU6Fnnj9Dy5kamKpd6HQTvuR/SQhOalJyEEHudWqUoU5xmhVtKwqx+YHjB6hqXxUOpg75cnwMkxVkXX8Q+gAPQx+KKbVnEc+yfI+dsR0+dP0QDV0b4kOXD+Fo6sidnEtYYOYhndaeRVDUu7tGlVBChpzVn3OwMMK+UY3xvlhbWwvL4O+//y6seD/++CP69+//lnWRLHl///03du7cKVzQZO17/fq12iqYHTdv3szQKiqxbds2IQhJ2JILOz0k5E6fPi0EcW7Q19dHly5dcOTIEbXQ/fDDD9XiUoLE9UcffYTDhw9nKzCXLVuG5ORk+Pr6CmsuxZRSn0hIwpZh8gOTmjVRes9uBMyahcj9B8S6iL/+Ruz5C3CeNxfmjRrla8dTzFlz9+aikduQxjs/8eqEiFUjFyNdxwh67X7IfdF+uveTWOdk6iSEptSq2FWBheGb3w7DvCt0jyAh+SLihShsTlOqiECiUoolzgo6N8kyWdOhJuo61xXWeK4H+36wwMxDSFwGRKpcR9oECcrp06ejb9++QkTevXsXU6ZMSbPNb7/9JkRUhw4dhGhzdXXFzz//LOIkc0JYWJiwfGZ2YSBhO3LkyEzfT8cXGxuL4cOH5/LTQcSMktWRCA4OFseeEbT++vXr6mWy6pIAl6D4UbKqkgudXP7ktq9Ro4awkGpCn5M+L8PkF3oWFnBdvhxmjRojYP58KGNjkeTnB++Bg2Dd7XM4TpoktslvyEpZw6GGaGMwBhEJEaIm4JWAK2J4vMdhj9Ns/zr2NV6/ei3Ku2hmspexLoOyVmXFVGpmBvljjWW0l6SUJFFayz/aH34xfvCL9oNvlC+ehDyBT5yPcHvnBHJvV7CpgFqOtVDDsYYQlXQeMnkLC8w8hKyK70NuLZh5Bbl0yeVL4qlBgwZp4iAlyCVOsYtSfGLv3r2FKMypwLSxsUFAQECGr1Hco7e3N7766qsMX1+0aBF27NghtjMzy/1NhyyNkmve3t5exF9m5qZ3cHjjwsssBpM+c3x8PLp37y5E6BdffCGOkRKGiMjISPF5GSY/IeuK9WefwrRuHfhPn4HYy5fFehrTPPr0GTjPmQ2L5s0L9EuwMrISxaSpEWRRIsFJVs57wffEUJUxSTFp3kOCgdo533Np1juaOKKERQmUMC8BNws3MaVG9QVTUt7O5mW0EzIwUHHy8IRwhMeHiyQyakFxQep5anSO0LqMMrmzguKAKVSjgm0F1dSmAjytPEXlBCZ/YYGZh7yPy5p+ZOQaJgFX0GZ5uVwurJfz588XySkZubfJsvf06VMh9AjKkibxde7cOTTKgUuOrHyZZbNv3rxZuLEpgYf6QRMSbt9//70QlznJ4k4PubIp5pLc3wSVSVqxYgWeP38uMtMlSChSDChl0GcHZZRTMhE12g8lJ61fv15krBP3799/y6rJMPmFYcmSKPnTVoT/8QcClywVo/8kv34Nn2HDYflJJzhNnQr9QnrgsTW2RRuPNqIRJA7IdUmC827wXXiFeuFZ+DNRBik95NakJtXl1IQexK2NrEVMJw2/R6WTaJ7i5kjk0ms0Fc3QSrjhKWmJyRvoOp2sTEaiIlHE5EotPjlePSXRGJUYJR4oopOiEZ0YrZ5GJEYIazeJSpqSZfJ9IRd3KatSKG1ZWj2lAudkmWRXd+HAAlMHIJFFFjcJ+rGlr0NJZXqaNWsmWkbWy1q1amH//v1p1pPFkV7LicCkmM2hQ4cK17GmdU+K7aSkmPRQUg4JNxKXUgJNbqBEHrLKkngcN26cWNeyZUshNrt27SossOTiJuFMrndK1slJ5ve///4rMsWpZBO5w+mhgMIGJI4fP44BAwbk+ngZ5l2RyeWw6dED5k2bwn/mLMSkJstF7t2HmDNn4TB2DKw/+0wkChUm5FL3tPYUrXPZzmqxQpYpipcjsUnTp+FP4R3lnSaBKL23h0ZPoUZJRdlBgpQSlcz0zcRUNP03U6pdSM1Qz1DU9aQpLdOwfuRO1ZPppZmnKX0WupbSspiHTD3N1BGlfHP84p9SNZXENy2nIHWqTFHP01Ce6adUVoeubWZhZmIftD2tF9MU1ZREYPp56b2iKVOnKarXSOipm0JjPiVJjF5DjUQlTXNrScyLhxUXMxe4mrsKK7aLuYuYOps6wyjOCKVKlBLGEqbowAJTByCXrqYrm8Taixcv0mxDLmTNUkUSJEwps5rKC6V3nVM5IEq6Wb16dZokl4wg1zSJOtqXZqwlxXbSfjP625MnTxbirVq1aup1TZo0EZbGzKD3zJgxQ1xoKPaSYkavXr0KR8c3GYCUqETW2s8//1y4xclySvMkRg0NDZEdVNbof//7n0hyImvmZ599po4NpWLyJGy7deuW7X4YJq8xcHWF+w+bELF7D14vWoSUyEgowsIQMHMWwnf+Aafp38C0Vq0i1fEk0ihDlxpl7GoSmxSrirOL9oVPtI+YUsydX6QfIpIjhDAlcZQdJMDIkibc85lXomEKEBLwkrVZsjhTfUmyRtuZ2L1lmc7MpU3hEnQtZooeMmV6nySTBoqno1g8elLUTFIh4SW5Wale4/tSmC7ygoJELVkysxrJR9v7gUoo1a1b971H8nnffsjr87OwkG4eVK1A160Tue2LpNeBCFy8SJ1pLmHVuTMcxo+DgcZDl7b2A/02yMVKrvTg2GBh8aRED1onWqorNjIhUrhnSWCS65aEK1nymKwxlBsKYUfWW00rrzRPr1FVARM9E5gYmKjm9U1grGcsphSaQMla5obmMDdQNVq2NLIUr+f1+aDL14iUAuqHzDRRRrAFkykwqAj5o0fZu7O0mU2bNhX2ITCMwMDJESVWrIB1jx54/e18JKT+9iL++QdRR4+KoSZten8FeQ6s9kU60cnYWjQqK5ObBzhy80piU3L7Si5gKiRP82pXcqo7mdzI0jJZRSWXtaY7W9N1LLm/pb9Jxyv+SdNUd7rkXtd0tUvjvUvzkitec7voyGhYW1lDX08/zTY0pZhTmteX6Yt56TVy76ub7M08vU7ikeZJUNKyNj7kM0UHFpgMwzA6MNRk2M6dCFqzFikREUiJiUHg0qUI+/VX2I/4Wlg182pcc22AhBPFWlKj2D5thC13TFFHd+3JDMMwOgKJR9tevVDm4AFYf/EFKSyxnmpn+n8zHc8+7oSI//6Dksv/MAyTR7DAZBiG0RGoXJHLnNnComnWtIl6feKLF/AbPwHPu3RF1LFjb5ULYxiGyS0sMBmGYXQM40qVUHLTJnj8uh2mdeuq11Ocps+IkXjxeTdE7t8PZXL2GdoMwzAZwQKTYRhGRzGtXRslf94G9y2bYVy9unp9/L178B03Hk/btkPITz9BER1dqMfJMIz2wQKTYRhGh6GEF/NGjVBq5w64rf8ORpUqqV+jGM3ARYvxpHkLvF68RCwzDMPkBBaYDMMwjBCaFi1bivjMklt/hFmzpupeSYmORujWrXjSpi18Rv0PUSdOsPucYZgsYYGpo/z000+Zjpf96tUrMUINFVLNC6pUqSKGVywoqBAsDfsYFBSE4gqNRPTNN98U9mEwxVRomjVogJIbN8Lz332w7vY5ZFKtTIUCUUeOwGf413jcogVeL12KhKdPC/uQGYYpgrDAZN6iZMmSiI6OFtX684J79+7h448/LrCeXr58Obp06QIHBwexTMNFkmCWGo1sQyMdBAcHi9eXLVuG6tWri1EJ3NzcMGHCBCQmJma6/379+okhJWl4TOojGpd82LBhYuSc9Kxbt04IbFNTUzHCwsCBA9MMa0ajGwkXpcbx5UTcjx49Gps3b0ZAQMB79BTDZI1R2bJwmTcPZU8ch/2IEdBzsFe/pggKRuiWH/Gs48d48UUPhO3YieSQjMcOZxhG92CByRQrkpOTxWg6/fv3V6+jsctJMEuNhnGksc9pfHRCoVBgy5YtCAkJwcWLF3Hy5EnMnj07y7/z9ddfIyoqSgjBQ4cOCcFZq1YteHl5qbchobpkyRKsXbtWbHflyhXxnsaNG78lIH18fNIcY3binkQoCWc6bobJb/Tt7OAwaiTKnTgBtw3rYdGmDaBRmD3u1i0EzJ6Nx42b4EWvrxDy41YkvnrFXwzD6DC6M3SDjrJixQqsWrUKYWFhsLOzw/Tp0zFo0KC3tvv++++FGNq/f7+w8NEY1vQea2trYbGjMbFJHP33339wdXXFxo0b0bx5c/FemjZo0ADXr1/H+fPnUa5cOWzbtg3VqlVTDxFJx0BWRXLN0/xnn30mhBdZ76ZOnYoxY8aoR6eYNWsWfvzxR+jp6Qk3MLU9e/ao/15WXL58WQjGqlWrZjpG96+//ooNGzao102ePFk9TxbMPn364K+//spxH1NfrVmzRgyDScf+xx9/4OnTp1i5ciVOnTolBKVkGf7tt9+ERZNey07EJiQkYOjQodi3b58Yl9zd3R1bt24VY50TrVq1EhZSdpUzBVmw3aJFC9GSQ0MRuW8fwv/epR6GEkol4q5dEy1wyRIYlS8Pi9atYN60KYyrVIHMwIC/rCIAFdSn0ZwotlYRFYWU6BikxEQjJTYOyvg4pMRRi0dKXCyUNE2IhzIpSdUSE9/MJyUBihS6cENJQ2SmKN/MK1XhFqBxsfXkkNHQlzQvl0GmbyDOBQq9EFONJjcxhszYBHJjY8hMjFVT8jqZmEJuagq5mRnkZtLUDEo9vcLuTiYTWGDmIV/8+wWC41Ru13eCahvncOhXexN77Px4Z5bbkOAhQUnCr2LFisI1q+melSBRtGvXLpw5cwYlSpQQbtv07Ny5E3v37hXibOHChUJ0am73yy+/CPFJ4omse6NGjRKWwMxc5r1794avry/OnTuHNm3aoFOnTiJukgTU77//jtOnTwtBNnLkSCFsc8rNmzfFZ82M3bt3C/d4165dM92GRCG5zHPL559/rhZ7R48eFX0piUsJfX19dO/eHYcPH85WYFKf3r59G0+ePBEWzcePH8PExET9euXKlcXnZZjCQN/WFrZ9+8KmTx/E37uPqEOHRJH2xGfP1NuQ8KQWvH6DEAcmtWvDtF5dMXylceXKLDjzQCgqwsORFB4BRVgoFGFhQvgraDkiHCmRkanzqS0yUqwjcVls0NeHzNQUMZaWkJubQ8/cXEzlFhaQm5tBz8ISepY0b6GaWlhAj14Tr9O8OWQmJlo17rpSqRTfe3JAAJL8/ZHk549EP1/EvHwF5epVKiFfBNAagfnJJ5+Im2lgYCBsbGyEi3Px4sXCmpYZZPEisaAJWYTIWpcfkLgMjA1EUYEsgHQikqDz8PAQMYDUJMjSN2TIEOHWJUFH/ZoZH330kdqCSO7nGTNmCJcyWUWJr776CjVq1BDzffv2Rfv27TPdF7mmx48fL+Zpn2ThpO+WBCaJS4pnpLhG+sEvWrRIWDNzClldKZYyMyhukcQtubQz4ocffhCi98aNG8gtJChDQ0PFPMV3ZnZu0vr0CUj0/UgXuM6dOwtLr2Q1pu+nfv36ok80oc9JsaKxsbEixpNhCgM6b02qVhHNcfw4JDx7JoRm1NGjiL91W71dSmwsYs6cEY3OfiE4P/gAxlWrwLhSZRhXqggDd3etutHnBynx8UgODoEiJFjEtFJThIQiOTQEiuAQlYAMSZ2GhSFC14f3TE6GMjISSZGR774PfX2VMBXC0xx6ZuYqC6m5NFVZS/XMzFTWVbKympCV9c18ekusjIQvTcV9mP6IUlj4pSaGZU1ORkpCApTx8UiJT4AygabxUMbFQRFBDwfhqkYPB6nzycHBQlTSNhmhCA2FnqMjigJaIzBbtGiBadOmwcXFRVi+KL6NLEbkks0KirebO3euejk/b8RkVXwvcmnBzA4SbOSqJjcqicIPP/xQuMGl7HFvb29hFSPLZFbiknB2dlbPm5mZiSmJH0lgpn+d4ggzQ1PkSttLVko/Pz/hCpagRB1y2ecU+hyURZ4RlIRz4sQJrF69OsPXyTpLFt8jR46I8yy30Hlpa2urFtH0WTKC1ksJSBIvX74U4QgS9GDQq1cv8UBFgpu+K3rIooQkKXaUPicJZRaXTFHCyNNTNPvBg5H0OhDRp04i9tJlxF6+jGSNByshOM+eFU2CbujGFSvCqHIlGJUrB0P3kjAs6Q59Z2fIiohV5p3c0ZGRSA4NgyKUBGMokkOCU8UiiccQISglAZlf1kXhfraygp7a0kfCiax45sKKJ4SUqWmqgDKB3NRE7ZqWGRkKd7Zc06VND+kkoigWVyaHTJ7qDpeTOzz1RiYJKXKbC/e5AkqFQlQj0HSzq93uiYkqoSXc9PEqwUUu+vg4IahSYmKREkvufGqxYqqIiUFSRARkJNKiolRu+9ySnKwWcNpOkr8/DFlg5o6xY8emsfZMmTJFxPRRbBpZejKDbr6a4ic/yc5lnRUkKKTPkpdP8OSOpRYXF4eZM2cK692dO3fEa2Q5JHd3z549RcxhTmIc8xuy7pGYkiBLH8VN5hQSz3PmzMnwNUqIqVevXobxmSQuKQ6UXNfv4h4nNPuQ4iMpVICsoY0aNUpjNf7zzz/xxRdfZLs/cqfTQxW53Sm04csvvxSfjWJXifv372daaophigIGTo6w6d5dNLrG0ZjnsZevCLGZXnASFBMYe/WqaJqQoDFwc4OBuxsM3NwRb2KCcI+SMLC3F656PTs7MSWRlF+Q+FFoCJuUSMn1HJnqfk5dJqEixGQoksPChJWRBFVeIjMygp6tLZSWljB2cICerQ30bWyhZ2OjatbWqc0KeqmisrDcwPn9Fylun66PZLig8KcUEqkUVxoVBUVUNFKio6CIjHozFevTTaNpGp06Hy0EZ1FFZmICAxcXVXN1EQ9fBi6u0HN2QoShoXhAKypojQVTE3JDkiBo2LBhluKSoO22b98uRCbF+ZFrNyuLDyVWUJOQrGF0ElOToHm6YEotL8mr/T18+FDUtKQ4QLJ0kaWQRIvmMZMrm/qHrME7duwQwkh6TXO79PM5fV3zM2W0TfrXe/TogQULFogkIHI5UwIQXTRy2s9SAszdu3dFPKimsCO3M4ns9Psht/z//vc/HDx4UAi2nPwdzeMh6yMlLlEGOlnUaT1ZjykOlayQFFdKIpNKClFCEbm1qcxQZv0nQdZWR0dHIYjpnCVLrhT2QBw/fhwdO3bM8Hil/aU/b7UN6di1+TPkFcWhLww8PGBFrdvn4vxM9vNDvJcXErweIP6BakpxZekhq1Ti8+eiSWT02Cksa8L6ZiqscGI+tUFfj/z5oH/C0kZiSzK0CevZ29Y04boUojJGLOcnIjaQhLKdnWpqnzq11Vi2tRWvU8wh9R89gJM3hK6R2ZEf96oi+bvQ14fcxka0dxE4op9IpEZHpyZCxaisprQcm5r0RBZW4comC6sqMSqNRZbc9klJQFKyakACca6lnm/SOUhTsgBTEpOREeTGRpAZUUITzZtAbmUJPavUBwV6SKCHBWvrTB8U6PNHBwWJpKf8vEbkZt9aJTDp5kzuXoo5I3dvdsW7yTJH1k6yilGyBL2fRBcltGQGWfQysoCRq5KsgBJkbaSOpind9PMK2l9eQf1Egppi+OgCRJY5ijGkv0GCS7KatmzZUiSUkLgjlzplgUvHIn1O6bNqHqP0ugg4VijU66lUUPrPQuvS/10JzfeThZWSWkiQkRim70wSVjntG8qSJ2slxehqlioKDw8XwjX9fshKSA8SFIYhQQlGmSXQUF9QFjrFhtIPnS7wZLkkgenp6aneP/19cvcPHz5ciFCqm0mlhSj5icoMSf2n2ZfpzzkSolTCiJJ76HuiY6XtYmJiRMY/Zc1n1C/S90axoNk9hGkDxblovk73BblXqdpEtWqgs5RaClkAnzxBircPUvz8oPD3F1Nq0Hj4zwjpBk8u6UKH3MnW1kIoyKysVfMkEGxtVPM2NpClCiFaVhez14Dsnm/ZPsnCphGCVKzOh/cgX/rByEjV7FShT1khtON7/jllastUwlEoWTZJr/l9PuQm6VamLMRHGnJza4qAjCBxJGUF082SrJd0syYRSJm1JDJzavYniw9Z6EjAkIUppxZMEgnpk0fIbUtZ1FSiJjcxglmRnbtfV9DsB39/f2HJJLc5TXMCfWcffPABLly48FasozaR1flAVl4SmTSiT0bQ+UkxpxQGkVfnZ2FAIjk3VprijK73hXgQDQ5GwitvhL54DnNKkKCs6ZBQ4Y6m+EbKmFaV2EmN2SOjwLu4p8myRDGHFIOYGpsolcVRN0vKTiYrk5UqttHqzbw+iUaKZ8xHl7Sunw8S3A8F2w90f6VcB6rlnFVCbaFbMCmTmMrdZAVZhCQouYEaZdNWqlRJCD+yGlENxpxAmbhEVgLTyMhItPTQF6b5pdE8XTyk9r5o6nxdzqIkUfXPP/+ITGoSUBR7S6EQVJ8yp9CDB9Wh1GayOx+yq30pnZfpz1ttpbh8jrxAl/tCz8kJ+g4OiHYrAZvUmLtsf0dk0STBSUIzTRavZC9Kda2TxZEaiUst6l9dPh804X4omH7Izb4LVWCS0n5XC5MUB6BpbcwOyeX5LhnCTMFANwTKlKYhFclFTuKSipMzDMPkFvFwZmgIvUzKkjEMk39oRQzmpUuXxDB7lKxCplmyTlFsIVkhJesllYgh9/fPP/8sMoVpGxImVL+RSulQDCZZw5o2bfrOWcJM/kMuYSr4ntfZ9AzDMAzDFBxaYVenDFpKzCEBWaFCBWHdIpFIRdQldza5VimBhxJbCMqaptFU2rZtK2I4yR1PCR407B7DMAzDMAyj4xZMGtOaEnSygpIZNOPWKD4z/Sg++YE2lwxhii/FsRwJwzAMoz1ohcAsipCFlIJdpVFZaPl9XLpS6R4q16PLrmHuh/fvB6k+Hr2PqxIwDMMwhQELzHeExCWVKKIyOpkNCZgbpKLYUna6rsL9kDf9QO+hzPu8rNHKMAzDMDmFBeZ7QFZLKshNRcTJ0vQ+SEWxqQyTLpec4H7Im34gyyWLS4ZhGKawYIH5nkhuyPd1RZKgoH1QUWxdF5jcD9wPDMMwjHaju0qGYRiGYRiGyRdYYDIMwzAMwzB5CgtMhmEYhmEYJk/hGMwc1hOkAd7zO/YwKioKJiYmOh+Dyf3A5wP/LvgawddKvmfwvbPoaQhJC+Wk1jILzGygL0wq3M4wDMMwDKPrREVFwcrKKsttZEoe8iPbpwKqc2lhYZGv9SnpqYBErLe3NywtLaGrcD9wP/D5wL8NvkbwtZLvGUXz3kmSkcSlq6trtpZStmBmA3UgFawuKOjE0GWBKcH9wP3A5wP/NvgawddKvmcUvXtndpZLCU7yYRiGYRiGYfIUFpgMwzAMwzBMnsICs4hgZGSEWbNmiakuw/3A/cDnA/82+BrB10q+Z2j/vZOTfBiGYRiGYZg8hS2YDMMwDMMwTJ7CApNhGIZhGIbJU1hgMgzDMAzDMHkKC0yGYRiGYRgmT2GBWYB89913KFWqFIyNjVG/fn1cvnw5y+3//PNPVKxYUWxfrVo17N+/H7rWDz/88AOaNGkCGxsb0Vq3bp1tvxXX80Fix44dYlSpLl26QBf7ITw8HCNGjICLi4vImCxfvnyx+G3kth9WrVqFChUqiLGHaQSPsWPHIj4+HtrM6dOn0alTJzFKCJ3je/bsyfY9J0+exAcffCDOhbJly+Knn36CtpPbfti1axfatGkDBwcHUWS7QYMGOHToELSddzkfJM6dOwd9fX3UrFkTutgPCQkJ+Oabb+Dh4SF+G3Rt+fHHH1GQsMAsIHbu3Ilx48aJMgLXr19HjRo10K5dOwQGBma4/fnz5/Hll19i4MCBuHHjhhAT1O7evQtd6ge6eVA/nDhxAhcuXBA30rZt28LX1xe61A8SL168wIQJE4ToLg7kth8SExPFjZT64a+//sLDhw/FQ0iJEiWgS/3w22+/YcqUKWJ7Ly8vbNmyRexj2rRp0GZiYmLEZyexnROeP3+Ojh07okWLFrh58ybGjBmDQYMGab24ym0/kACh3wU9aF27dk30BwkSunfoUj9oPoT26dMHrVq1QnEg5h36oXv37jh27Ji4NtB18vfffxcPpAUKjUXO5D/16tVTjhgxQr2sUCiUrq6uyoULF2a4fffu3ZUdO3ZMs65+/frKoUOHKnWpH9KTnJystLCwUG7btk2pa/1An71hw4bKzZs3K/v27avs3LmzUtvJbT9s2LBB6enpqUxMTFQWJ3LbD7Rty5Yt06wbN26cslGjRsriAt2edu/eneU2kyZNUlapUiXNui+++ELZrl07pS71Q0ZUrlxZOWfOHKUu9gOdA9OnT1fOmjVLWaNGDWVxAjnohwMHDiitrKyUISEhysKELZgFAFld6KmS3LuaY5zTMlnlMoLWa25PkEUjs+2Laz+kJzY2FklJSbC1tYWu9cPcuXPh6OgorNrFgXfph7179wr3H7nInZycULVqVSxYsAAKhQK61A8NGzYU75Hc6M+ePRPWq48++gi6RHG8TuYFKSkpiIqK0urr5LuydetW8Xsg676usnfvXtSpUwdLliwR3h0KIyLPV1xcXIEeh36B/jUdJTg4WNwA6YaoCS0/ePAgw/cEBARkuD2t16V+SM/kyZNFHEr6m0px74ezZ88KVwe5AYsL79IPdOM4fvw4evXqJQTVkydP8PXXX4uHDm29obxLP/Ts2VO8r3HjxuSFQnJyMoYNG6b1LvLcktl1MjIyUtxMKT5VF1m2bBmio6OFm1SXePz4sQgdOXPmjIi/1FWePXsm7hkUz717925xraDrZEhIiBDgBQVbMBmtYdGiRSLBhX4w9MPRFcgS0bt3bxFraG9vD123zJAVd9P/27vTkKi+P47jXzHXFo02Wy1Ey4gwhKIkWiiqB0WLJRVFgfggJNqMoCJtfxBCRVa/JyohiUQ90RILTMqwMipEQ0FLicyolAwrJM6f7/kzomaLzfzGn973CyZn7tw73jnMHD/3bP3zj8TGxkpCQoIdyH7p0iVxEh2brC23GRkZdsymTvIoKCiQY8eO9fWpoY/p+Ny0tDTJy8uz3xWn0Is0vfDS964tdk6vJ318fCQnJ0dmz55tezbS09MlOzvbq62Yzo34XqShwNfXV5qamrps18dhYWE9HqPbe7P/QC2HzlfkGjDv3LkjM2fOlP6st+VQW1trJ7XooP3OFYjSq3QdwB0RESFO+DzozHE/Pz97nEt0dLRtydKuZn9/f3FCORw+fNhedOiEFqWrTOhEgKSkJBu4tYvdCX5WT+pMaie2XuoFuH4mdAWS/tzL87cX4uXl5XZiU3Jyckc9qS38Wk8WFRXJ4sWLxQnGjh1ru8ZDQkK61JNaFq9fv5bIyEivnIczaqE+pn/0tLVFZ3S56AdfH+t4sp7o9s77q9u3b/90/4FaDkrHkWjLTGFhoR1X0t/1thx0qaqKigrbPe66rVq1qmPmrM6sd8rnIS4uznaLuwK2qqmpsRVqfwyXf1sOOha5e4h0he7/zwNwhoFYT/4tnSW8fft2+1Nn1juNXlR0ryd12IjOnNb7uvSXU8TFxcmbN2/sMInO9aTWGRMmTPDeifTpFCMHyc3NNQEBASYrK8tUVVWZpKQkExoaat6+fWuf37Jlizlw4EDH/qWlpWbQoEHmzJkz5sWLF3Y2nJ+fn6moqDBOKofTp08bf39/c+3aNdPY2Nhxa21tNU4qh+4Gyizy3pZDQ0ODXUUgOTnZVFdXm/z8fDN69Ghz/Phx46Ry0PpAy+Hq1aumrq7OFBUVmYiICLv6RH+m3+unT5/am/55Sk9Pt/fr6+vt81oGWhYu+t6Dg4NNSkqKrScvXLhgfH19TWFhoXFSOeTk5Ni/F/r+O9eTLS0txknl0N1AmUXe2sty0P0nTJhg4uPjTWVlpSkpKTGRkZEmMTHRq+dNwPSi8+fPm0mTJtnApMuSlJWVdTy3YMECGxo6y8vLM1FRUXZ/XYqjoKDAOK0cwsPD7Req+00rDqd9HgZiwPybcnjw4IFdsksDmS5ZdOLECbuEk5PKob293aSmptpQGRgYaCZOnGh27NhhmpubTX9WXFzc4/fd9d71p5ZF92NiYmJsuennITMz0/R3vS0Hvf+r/Z30eRiIAbP4L8pBL7iWLFligoKCbNjUZcza2tq8et4++o/32ksBAAAw0DEGEwAAAB5FwAQAAIBHETABAADgUQRMAAAAeBQBEwAAAB5FwAQAAIBHETABAADgUQRMAAAAEDAB4L/u7t274uPjIy0tLX3y+/X/6I6Ojpbv37//dt/CwkKJiYnp8n+8A4A7aMEEADctXLhQdu3a1WXbvHnzpLGxUUJCQvqkfPfv3y+HDh0SX1/f3+67fPly8fPzk5ycHK+cG4CBj4AJAP8Cf39/CQsLs62Y3nb//n2pra2VdevW/fEx27Ztk3Pnzv2r5wXAOQiYAOAGDWYlJSVy9uxZGyb19urVqx+6yLOysiQ0NFTy8/Nl6tSpEhwcLPHx8dLW1ibZ2dkyefJkGT58uOzcubNLt/a3b99k3759Mn78eBk8eLDMmTPHvvav5ObmytKlSyUwMLBj2/Pnz2XRokUydOhQGTZsmMTGxkp5eXnH8ytXrrSPNZgCgLsGuf0KAOBgGixrampkxowZcvToUbtt1KhRNmR2p2FSWwk1ALa2tsratWtlzZo1NnjevHlT6urqbKtjXFycJCQk2GOSk5OlqqrKHjNu3Di5ceOG7dKuqKiQyMjIHs/p3r17smnTpi7bNm/eLLNmzZKLFy/abvNnz57ZbnGXSZMmyZgxY+yxERERHi4lAE5DwAQAN+gYS+0O1xZJ7RL/lfb2dhvwXAFOWzCvXLkiTU1NMmTIEJk+fbptZSwuLrYBs6GhQTIzM+1PDZdKWzN1Uo5uP3nyZI+/p76+vmN/F32NlJQUmTZtmn3cUzjVY/RYAHAXARMAvERDaOfWQW0x1K5xDZedt717987e11ZK7S6Piorq8jrabT5ixIif/p4vX7506R5Xe/bskcTERBtolyxZIuvXr/+hpTIoKMi2sgKAuwiYAOAlnbuklY7R7Gmba7mgz58/2+7sJ0+e/DAbvHMo7W7kyJHS3NzcZVtqaqrtNi8oKJBbt27JkSNHbLe7dtG7fPz40XbvA4C7CJgA4CbtIv+T9SZ7S8dM6utqi+b8+fN7dZyO2+xOW0L1tnv3btm4caPtZncFzK9fv9oJPnosALiLWeQA4Cbt5n748KGd2PP+/XuPLViuYVAn52zdulWuX78uL1++lEePHsmpU6dsS+TPLFu2zC5V1LnLXCcL6exzHWNZWloqjx8/tguxu5SVlUlAQIDMnTvXI+cOwNkImADgJp14o13YOklHu5h1Qo2naCujBsy9e/fa5Y1Wr15tw6HO+v4ZDaWVlZVSXV1tH+u5ffjwwb6OhtYNGzbIihUrJC0treOYq1ev2uN0nCgAuMvHGGPcfhUAwH+Kzhj/9OmTXL58+bf7aqurhlddB3PKlCleOT8AAxstmAAwAB08eFDCw8P/qLteu/YzMjIIlwA8hhZMAAAAeBQtmAAAAPAoAiYAAAA8ioAJAAAAjyJgAgAAwKMImAAAAPAoAiYAAAA8ioAJAAAAjyJgAgAAwKMImAAAABBP+h8nsVGLwTybNAAAAABJRU5ErkJggg==", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "times = DT * np.arange(N_STEPS + 1)\n", "fig, ax = utils.line_plot(times, tip_y, colors=run_colors, xlabel=\"time (s)\", ylabel=\"tip height\",\n", " title=\"tip of the sagging beam\", figsize=(7.5, 4))\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"tip_height.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"017_tip_height.png\"))\n", "plt.show()\n", "\n", "area_ratio = {name: np.linalg.det((ops[\"J\"] @ S[-1].reshape(-1, 1)).reshape(-1, dim, dim))\n", " for name, S in states.items()}\n", "norm = TwoSlopeNorm(vmin=0.7, vcenter=1.0, vmax=1.3)\n", "fig, axes = plt.subplots(4, 1, figsize=(11, 6.6), sharex=True, layout=\"constrained\")\n", "for ax, (name, S) in zip(axes, states.items()):\n", " m = utils.plot_scalar_field(ax, X, T, area_ratio[name], cmap=\"RdBu_r\", norm=norm, edges=False, colorbar=False,\n", " title=f\"{name}: $\\\\det F$ in [{area_ratio[name].min():.2f}, {area_ratio[name].max():.2f}]\")\n", "fig.colorbar(m, ax=axes.tolist(), shrink=0.9, label=\"area ratio $\\\\det F$ (final frame)\")\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"area_ratio.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"017_area_ratio.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "f014df29", "metadata": {}, "source": [ "## The decisive test: rotate the rest shape a full turn\n", "\n", "Take the rest beam, rotate it by $\\theta$ through $360^\\circ$, and ask each subspace to **reproduce** that rigid motion: project the rotated mesh $x_\\theta$ into the subspace in the mass norm (`simkit.project_into_subspace`), reconstruct $Bz+q$, and measure the relative error $\\lVert Bz+q - x_\\theta\\rVert_M / \\lVert x_\\theta\\rVert_M$. `fit_poses` does exactly this for a list of target poses." ] }, { "cell_type": "code", "execution_count": 14, "id": "56c3be4d", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:45:02.742720Z", "iopub.status.busy": "2026-09-24T03:45:02.742604Z", "iopub.status.idle": "2026-09-24T03:45:02.775987Z", "shell.execute_reply": "2026-09-24T03:45:02.775397Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "LMA (12 DOFs) error: 0 -> 0.342 (peak at 180 deg) -> 0\n", "LMA (72 DOFs) error: 0 -> 0.055 (peak at 180 deg) -> 0\n", "skin (72 DOFs) error: max 8.5e-10 over all angles\n" ] } ], "source": [ "def fit_poses(B, q, targets):\n", " \"\"\"Best mass-norm fit B z + q of each target pose, and its relative mass-norm error.\"\"\"\n", " M = ops[\"M\"]\n", " BMB = B.T @ (M @ B) # reused by every projection\n", " fits, errors = [], []\n", " for y in targets:\n", " z = simkit.project_into_subspace(y - q, B, M=M, BMB=BMB)\n", " fit = B @ z + q\n", " d = fit - y\n", " errors.append(np.sqrt((d.T @ M @ d).item() / (y.T @ M @ y).item()))\n", " fits.append(fit.reshape(n, dim))\n", " return fits, np.array(errors)\n", "\n", "def rotated_rest(angles_deg):\n", " \"\"\"The rest beam rotated about its center by each angle, as stacked columns.\"\"\"\n", " poses = []\n", " for th in np.deg2rad(angles_deg):\n", " R = np.array([[np.cos(th), -np.sin(th)], [np.sin(th), np.cos(th)]])\n", " poses.append((X @ R.T).reshape(-1, 1))\n", " return poses\n", "\n", "angles = np.linspace(0, 360, N_ANGLES)\n", "targets = rotated_rest(angles)\n", "fits_lma_small, err_lma_small = fit_poses(B_lma_small, q_lma, targets)\n", "fits_lma, err_lma = fit_poses(B_lma, q_lma, targets)\n", "fits_skin, err_skin = fit_poses(B_skin, q_skin, targets)\n", "i_peak = int(np.argmax(err_lma))\n", "print(f\"LMA ({B_lma_small.shape[1]:2d} DOFs) error: 0 -> {err_lma_small.max():.3f} (peak at {angles[np.argmax(err_lma_small)]:.0f} deg) -> 0\")\n", "print(f\"LMA ({B_lma.shape[1]:2d} DOFs) error: 0 -> {err_lma.max():.3f} (peak at {angles[i_peak]:.0f} deg) -> 0\")\n", "print(f\"skin ({B_skin.shape[1]:2d} DOFs) error: max {err_skin.max():.1e} over all angles\")" ] }, { "cell_type": "markdown", "id": "c4416ba2", "metadata": {}, "source": [ "A rotation is rigid (no strain, the cheapest thing a body can do), yet LMA cannot represent it. Its span contains the linearized rotation exactly, but a finite one, $(R_\\theta - I)X = \\sin\\theta\\,(-y, x) + (\\cos\\theta - 1)\\,X$, also needs the uniform-scaling field $X$, which low-frequency modes capture only partly. The error is therefore $1-\\cos\\theta$ times the missing part of $X$ and peaks upside-down, where the LMA reconstructions (blue, target ghosted in gray) shrink and warp the beam; $6k$ modes only lower the peak. Skinning carries a rotation in every bone's affine block and matches the target at every angle, at round-off level. The still saved to `media/` is the $180^\\circ$ frame." ] }, { "cell_type": "code", "execution_count": 15, "id": "fbd37a6e", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:45:02.777231Z", "iopub.status.busy": "2026-09-24T03:45:02.777132Z", "iopub.status.idle": "2026-09-24T03:45:10.249838Z", "shell.execute_reply": "2026-09-24T03:45:10.249335Z" } }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ghosts = [y.reshape(n, dim) for y in targets]\n", "fits = {f\"LMA ({B_lma_small.shape[1]} DOFs)\": (fits_lma_small, err_lma_small, LMA_C),\n", " f\"LMA ({B_lma.shape[1]} DOFs)\": (fits_lma, err_lma, LMA_C),\n", " f\"skinning ({B_skin.shape[1]} DOFs)\": (fits_skin, err_skin, SKIN_C)}\n", "rot_panels = [{\"states\": F, \"T\": T, \"ghost\": ghosts, \"color\": c, \"title\": f\"{name} reconstruction\",\n", " \"label\": name, \"ghost_label\": \"target (rotated rest)\"} for name, (F, _, c) in fits.items()]\n", "fig, anim = utils.animate_meshes_trace(\n", " rot_panels, angles, {name: err for name, (_, err, _) in fits.items()},\n", " colors=dict(zip(fits, [LMA_SMALL_C, LMA_C, SKIN_C])), lims=((-3.0, 3.0), (-3.0, 3.0)),\n", " xlabel=\"rest-shape rotation (deg)\", ylabel=\"reconstruction error (mass norm)\",\n", " trace_title=\"LMA error peaks upside-down\", fps=FPS_ROT, figsize=(19, 4.6))\n", "video = simkit.filesystem.save_animation(anim, os.path.join(RESULTS_DIR, \"rotation_error.mp4\"), fps=FPS_ROT,\n", " copy_to=os.path.join(MEDIA_DIR, \"017_rotation_error.mp4\"))\n", "anim.set_frame(i_peak)\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"rotation_error.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"017_rotation_error.png\"))\n", "plt.close(fig)\n", "utils.embed_video(video)" ] }, { "cell_type": "markdown", "id": "4515a17f", "metadata": {}, "source": [ "## Does adding modes fix it? Average the error over a full turn\n", "\n", "The curves above are for fixed bases. For each of 20 subspace sizes ($k$ skinning modes against $6k$ LMA modes, the same DOFs) we average the reconstruction error over a full $360^\\circ$ turn. More modes let LMA chase the rotation a little better, but a linear basis never contains it, so its error plateaus far from zero. Skinning is exact at every size, even with a single bone (6 DOFs); its tiny error only grows with the conditioning of the larger bases." ] }, { "cell_type": "code", "execution_count": 16, "id": "cc874e65", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:45:10.251464Z", "iopub.status.busy": "2026-09-24T03:45:10.251373Z", "iopub.status.idle": "2026-09-24T03:45:11.428939Z", "shell.execute_reply": "2026-09-24T03:45:11.428272Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "LMA : up to 120 DOFs -> turn-averaged error plateaus at 0.024\n", "skin: up to 120 DOFs -> turn-averaged error at most 2.5e-08\n" ] }, { "data": { "image/png": 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XvXp1FdRgP7Wsf/21OFmDNPQIoqxtu7S+gxz5XDrsX8isiTJjHpm1IcSuOpaJvAF7yogoXRAQ6BPTjTBEzZ55SdaghwbztNC40Yf6YKgMGrs4C29tzpo9MFwRDVkM9cGQRfRwoVFha+4MGjx4LwQZmERv2dhEAwYBBhpbFStWVEknMM8J68ZEdqwfQ6xSg+fgbDlScaMhh9cvW7YsxVlzQIptPIb010gegMYRGo+Yc4IhSDp8xvfee08NK8M8FmwzXIMI60Saegw1wjZAoxPPQ0p89JTh8+E5GL5kT905Wk8I4lAOvDcabAh6jewtt6Mc2caOQGp2JCnp3bu3GhaJz4TABIEuhro6AwIOrBfDZjHXCD1QqCvsm+gVQpIWbEcMy0Wgi2FomGuVmTA0FPWCG+ZqWvbYoJwYMoxyY94SeqwwBwmfTe9hxTGDf2N/snYdMR32LQQvmI+F/QXH5ZdffqnqWD9JgOGTGBaL90BPI56HxCC25jGhBxrzqPDederUUd9pSFKDYct6ciJ7PoMOwQqCOWwX9LKjvLgmIS41oX83ojcP74dLHqCMSDFvGbzg+wUBHXqw8D74fsHcNHzfYk4a6hrQU4X14xIGSOaCYxe91Zi/iUt9YL+wxZHPpcNJHCQXwb5nmbADczaxL7rqWCbyChbZGImI0p0S35h2Wk9D/eGHH6ZYh55SXE87bZSQkKCNHj1apYQOCAjQihYtqo0YMcIs7TMgXTTSV9tr7969WrNmzVTK7nz58ml9+vTRduzYYTM9+ZdffqkeCw8PV6mfrdm2bZvWoUMHLW/evCr1O8rUsWNHbcWKFXZ91lOnTmnt27fXcuXKpUVERGhPPfWUdubMGaspz7HOatWqqXTdpUuX1qZPn65SzQcHB6dY788//6zSoIeFhalbuXLlVFp3pDI3+vTTT9V2Rtlr1qypUsRbpnC3xd560nXt2lV9LtSBLfaUG2WrWLGiZi9HtrG9KfFhy5YtWp06dVR9FCtWTJs4caJTU+Lr+2CpUqVUinFjavKkpCRt2LBhaj9GKnVcmuHw4cM2U+JbSyNvazvi9ViPverXr2/18ggwb948rUWLFuryC/p2Qvp3PX26cXsYy23N1q1b1WUlsA7sr1jnY489pm3evNnseTjOkNIf2yV37tzq/Xbv3m01JT72sSNHjqgy4vkFChRQ+wS2ryOfQd/Of/31l/b888+r98X3DPb5y5cvm5Xv77//1h588EEtJCREpZJ/7bXXtKVLl1pNPb9u3Tp1eQ18B6GsVapUSXEZApT/mWeeUZcywHFYuHBhtV1Q7tTY87ksU+Lr32XWbpbfGfZ+BxHRf3zwP3cHhkRE5DichcaZ84zOkSKi9EMPH3qzcJF0DA0mIkoPzikjIsoCkBbfCIEYrn+EeSVERESUtXFOGRFRFoD5Ikjfj7+Y/4E5J5ho/9prr7m7aERERJRBDMqIiLIAXP8J2SDPnTunkj7UrVtX3n///RQXrCUiIqKsh3PKiIiIiIiI3IhzyoiIiIiIiNyIQRkREREREZEbMSgjykZwkWFckPTSpUsZWg/WgXWl97X9+/cXV1i9erVa/7x58yQrKFGihErOQSIffvihSlKCCyLjArWuhovy4qLhuFB2rly5WAUZ+L7APox92dUy8r2TEbjIMd47tYtXk3dw5e8XUVoYlBHdgx9kfCFv3rw5zR9v3N577z2rz+natat6PEeOHDbXU7t2bfUcZNAj9zpz5oxqCG7fvt1jqsITy5QRy5YtU1ki69evLzNnzlQJSlxp//79KpAoXbq0fPnll/LFF1+Ipzt9+rR07NhRBZA5c+aUxx9/XI4ePeruYlE28s8//6jvlWvXrrm7KERkBbMvEqVDcHCwyoT35ptvmi2/deuWLFy4UD1uC64vhYuM4szz999/Ly+99JJHXhPL3987vh4QAI0ePVrVR2b04GTVMmXEypUrxdfXV7766iuVxt/V0KOanJwsH3/8sdx3333i6W7evCmNGzeW69evy+uvv6569/73v/9Jw4YNVWCeN29et5YPgS22Z3b93ilevLh6b2z37B6U4XsFJyzYe0zkedhTRpQOjz76qOzdu1d27NhhthwBWXx8vDRv3tzma7/77juJjIyUCRMmqB9J9L55AjS64uLi1L8RVHpLUEaud+HCBQkJCXFaQKZpWoqLaVu+H6TV8ExrPZnl008/VSdrFi9erHoUBw0apHoXz549q74n3A3BCi7D4Gru+t7BqAW8N4bWkmfCCc/sAr+zmXGSg7IeBmVE6YBrRJUsWVJmz55tthw9X7ieVJ48eWy+Fq958skn5bHHHpOIiIgU60jN5MmTpWLFihIaGiq5c+eWmjVrWn09hqfoZ0PxHj179pTY2FirY+dRZqwTja4lS5ZYnduhzz05fPhwmuu1BkM90VOC8jv6WaxJSkpSPQpRUVESFhYmbdu2lZMnT9o1n6tRo0bqpveo1KpVS/0bn0Ufmpra3BJ9W2CIHIabYagZejIGDhxoCmptuXLlirz66qtSuXJlNbwVr23VqpVZcG9Pmf7991+1n6EOsP3Qo/L333+bvRcuMN23b18pW7asCohQxqeeeirFSQD989gazmt8Pob2tmzZUvLly6fWiWOgV69eqX5mrANDFtGosvwsWN6kSRN1kgL7X4UKFawO6UVd4nhZunSp2k/w3p9//rnV98Nz33rrLfXv/Pnzm+3Lqa0HQwWxfXDsYps++OCD8ttvv1md0/jTTz+pHofChQtLeHi4Op7Ry3Xnzh155ZVX1OdB/aL+sCwtmCOJOtfrHTAfrmnTpuq9jE6cOKH2PXuk5xjDfoPexUqVKsn58+etzinTh3F/9NFHamgohomi/lB+jAIwwmuxLTA8s127durfqBccBziOjTLyvYPgesCAAWrfRJ3gOwHvac88NWtzynA9QLxPkSJF1GcrWLCgGlJqz0k01A/2CexLCPaw3X/99VezkwbYBvgewokBHT4nvs86depkWrZ27Vq1XxYrVkyVo2jRoipot3YyQf9Owrqxb+PYf+ONN0zbcujQoerfOG71YzGtz5PWdw32Xaznr7/+SvFaHFt4bPfu3XZvG+N3D9aJ7zAcT6iHVatWqeXz589P8V7Yr/HY+vXr1frw7507d5oe//nnn9WyDh06mL2ufPnyZttbt2DBAnUMYJvjGNJ/G42wf+H7r0CBAqbnzZgxw+p3xo8//qhG1uA7A9sxJibGru1L3oWnwonSqUuXLqrXa9y4cabJ8ji7jQQD1r7A9S9g/PCiMYpeA/xAIChCgGHPECI0OvCDpgcA+NHBOp9++mmz5+KHGT+8Y8eOla1bt8r06dPVD9v48eNTDCtDow/BGRozaU3mt3e9Rvghwhwi/ED36dPH4c9izZgxY9Q2HzZsmGrgTJo0SZo1a6aGeqExYi/8IL/zzjsyatQoef755+Whhx5Sy+vVq5fma7EtsL2wLTZs2CCffPKJXL16Vb755hubr0HDHz/2aGRhO6LRi+2CH2L0vBYqVCjNMqHOEMjVqFFDBR8IdvXgBg04zFcENI7RE9u5c2fVoEHjCwEPGoJ4LzQAHIHt3KJFC9XgGz58uGogY52//PJLqq/D8YCG+8aNG9X+YvwsKA8aMmhAo4dk0aJFqhGGs8j9+vUzW8+BAwfUMffCCy+o/QgNTmuwL6AO0HDD+hEEVKlSJdX1oB5QJjT0sV8igP36669VudDobN++vdl7oM6xn2E74HhG8IPeJNQF9gE0gLFPoHGJekZd2oLPin3fWnCLusR3yo0bN1SgAc8884xqrBob89ak5xg7cuSI2o/QYP7zzz/Vd0Jq0BBG2bAtcTx+8MEH6jsN+7lxKCCCLwTzderUUYHc8uXLVQ8ggjl7hm/b872DoA3fZd27d1cBNbZR69atJb2eeOIJ2bNnj7z88svqOMf+j22CoDi170m8BnMn0fjG/oEgC+VCQIrAAPsSyo59E98D2HdQT9gP8BlQz+g51c2dO1ftl9hO2C9xHOE1p06dUo/pULf4rsB2x/cGyoj6xDGF70vUy8GDB9WwewyN1esWx7Mt9nzXYBvjGMNnxPeY0Zw5c9TxjeDG3m1jhO8ClA/HD07q4LsLQSl+My2fi2XYn3DCFCe/sD+uWbPGdOyjvCj/unXrTK+5ePGiChItE3vgOfhew/ujPvDdjv0Bda8PJcZ3BvYz/eQmyvnHH39I7969VcCFkzNG7777rvrNx8kInKjBv+39LicvohGRMnPmTLRytE2bNtncItHR0eo5H374obZ7927177Vr16rHpk6dquXIkUO7deuW1qNHDy0sLCzF6/v3768VLVpUS05OVveXLVum1rFt27Y0a+Hxxx/XKlasmOpz3nrrLbW+Xr16mS1v3769ljdvXrNleJ6vr6+2Z8+eFOvBY1hXetfbr18/9e8hQ4ao95g1a5bDn8WaVatWqfUXLlxYi4mJMS3/6aef1PKPP/7YtKx48eKqHiw1bNhQ3XSob7wW9W8PfVu0bdvWbHnfvn3V8h07dtgsQ1xcnJaUlJRinwoKCtLeeeedNMuE/aZMmTJay5YtTfsQxMbGaiVLltSaN29utszS+vXr1Xq/+eabFJ/H1vGA8sH8+fPTPD5ssXU8WCsjPlupUqXMlmE74r2XLFli1/vpn+nixYt2reeVV14xO5bhxo0bapuWKFHCVGf6/lepUiUtPj7e9NwuXbpoPj4+WqtWrczWW7duXfWeqUEZsU5j/evwnYLH9u/fb1qGfdeen25Hvi9Qhn379mmFChXSatWqpV25ciVF/Rk/h/49iGPf+NyFCxeq5YsWLTJ7rbXPV61aNa1GjRpO+d7ZsmWLeh7q0ejZZ59NsU5r9M+jH29Xr141fc87qmnTplrlypXVsa7DsVqvXj117BphvwkNDdUOHjyo3gvvuWDBgjSPkbFjx6r97fjx46ZlDz/8sBYeHm62TH9vnf4e+jGdGke+a/A5IiMjtcTERNOys2fPqu9+Y73bu230754GDRqYrRNGjBihvi+vXbtmWnbhwgXN39/frJ6x73fs2NF0v3r16tpTTz2l1ot9HX755ZcU39m4HxgYqB0+fNi0DI9j+eTJk03LevfurRUsWFC7dOmSWfk6d+6sRUREmOpN/87Ad5qxLh3ZvuQ9OHyRKJ1wBhBn4XDmUT9rjOEttnogEhMT1ZlDDJXQh4vpQ7dwli8t6JnA2VHL4UHWvPjii2b3cQb18uXLpiETOpzZxJAxe9m7Xvy24ewhEi2gN7FHjx7p/izWoLdA7zkA9AZgeNHvv/8umcWyJwdn1CG1MmCIC86G6r0H2HY4y4zeGvQApAU9gZh7hJ4OvBa9s7jhLDKGuuHMsD5XwdhjmJCQoJ6PYWnY9va8lyV9fhbmPWF9zmAsI4b/4bNgn0RPC+4boacEvS0ZZW09qDOclW7QoIFpGeoFPQ7oDUTPouX+Z+wJQg8Q9nnL3i4sx7BaHPu26MPQrM3Z0hMGGYeqYThUWr1kjh5jGF6G7Y7eFfRiYaijPfBdZnyu3qtrLWukte8Oe7NLpvW9o49MQM+GtWPSUfr8R2xr9HzaCz006P1Azx56EPXjE2XFPodjF0PedFOmTFHD1vD9NXLkSNXLh98Qy7LocJxjfejVxT6wbds2U48Pjn3sfxjmaGRtaLI9HPmuwX6AnkRsLx16mPG4PjTQ0W0D6Mm2nOeHYw89TcbLouB3FcdYt27dzPYR9DYB3g9DxHE8o4dQX46/OE70njwdRl2g102H33kMNdf3V2x79Oy1adNG/Vv/LLjhs+C7y/I7Fr+Bxrp0ZPuS92BQRpQB+ELFEBIMYcJQsdSG3mEYEn480fjD83GLjo5WWdcQ2KX1BYyhemgo4vVlypRRQYGtseeWP8x6w8mygYEGqiPsXS+Gj02dOlUNs8FQsYx8FmvwGsuGBwKOzEyaYlkG/Igj4EqtDKhjDB3Ca9EIRwMBw14w9MgyCLEGP+L6DzxeZ7xhSBcaK/p60JDHsB8M9zG+F+Yb2vNeltBoxxAezKXCutB4xFAbe+ZM2YI6RwMIw5jQOEL59KG81oIyZ7C2HsyjsjYcEkNJ9cdTOw7QsAZsa8vlqPPUtrfeULO2HfU5io4MyU3PMYbGJU5yYK4dGp/O/j5AcGk5TA7PtTfgSet9UD849izrNr2ZN3G8YGgkhqNhvtDDDz+shmZinllq8J2ORjoCLMvjU5/nqCehAQwTxdA4HP/YV/BvSxgyh2GNeK4+H08fJqjvV3qwYBlcZIQj3zX6nCgERzr8G5lj77///nRtG1vHKuZaYu6i8UQm/o2hhMb6RlCGRDn6bzN+IzC00Ris4S+GU+onymztb5b7K37H8T2KYdmWnwXzEO35LI5sX/IenFNGlAEIOEaMGKHO6GGsOebc2KL/iOBMoTWYA4EAzRY0EDEfBj0VODOMM3WYe4CGNxrKRrayiFmeYXe0sWfvevFDhzOBOBOMz2uZ+MSRz5Jets4Qo4fKFVnW7Dkjjbl1aJTgjDbmGGC7oEGA+Qf2nBXVn4MLMdtKla9fHw+9BAiasG40RtBoQhkxx8z4XqltJ8vPh7PTmCuFeSpowONzYG4QlqV2XT5rMN8FZ4TRyJo4caIKaNA7gV4rBK6W2yM9gYk1zliPrf3H3uPDCPsAggA0IC3pyzDX0FGOHGMItjGHDt9RmB9mL3s/b0aPt/Rs14zCcYNgFXNAsa/juMWcNvT2VKtWzepr9H0W84Zs9epaBopYN6DBj55NY8ZQHIPI5IteJgTZOFZwAgM9SgjUXNmT4sh3DfZfzAvDPE7sY5hvhRMAxusRpmfb2DpW0VuGeZLYXghe8P2D3xojvdcbPU4IWqtXr662HYIyBL+4DAV6GjHfztH9Tf8s6JmzHAWiM85jtfZZHNm+5D0YlBFlAM6oIQDBsA1MxLaVzlm/fhmGcmCoiiVM9EaDKLWgDPTMXLgh9T4mb+NHBYFhatdGy2z4ccWZZUzMxlnUFStWmA03zOhn0c8yGn8scUbU+EOIM5vWLpKKs+qlSpXK8PAelMF49hPvjx/a1JIAIKhBHeN6XUYopzGpgq0y6UNq0JuBHqbU4L3QYDCmVEfPi+U20XsdsNzYILTsHdLhjDRuqCsM2cXF0pFZ7LnnnhNHILBDgwqZ0oxnppFhzR3XqUIAY0nPcojHXQVBObJxWrtoPZJyYF+1PHbsZe8xhoYhvrv0xAb2JNvxJKgfHHsYeWDswcYxmRE43oYMGaJuON7ReMbxhCHZ1ujfKxjamtbxCQiW0SuCyyDg+x/HK+pc/x3ZtWuXSs6BgBmBiA4JR6y9rzHLoTWOfNc58l0D2MdQTnzX79u3T30nG7MaOrptUoMTS4MHD1YjTPTry1lmUMR3Cm7oDUNQpg+tRa8nXosRLgh6cd9R6M3CcYLXp/ezOLp9yTtw+CJRBiHdO4ZfpDZ/AWcQEZhhCBGCMssb0nTjTHZqQ8Ew7twIvQqYD4YfP2fN8XEmBEjo9cAPNM44G+fFZPSzYHgk5gkYAxD0KiCTlfFHD2dQ0RjVodfAMnU+Gq5gLYBLDYZnGunp/o1lsHYG1vLsPhoHlnMpbJUJWbrwuZDBDmd6LWFYTWrvhTJa9oDpjQOcUdZhX0UDywhn8i3Xp5/hTc8QRv1stHGdGK6D3j13XHcQWe2QTtu4DTA8CUG2I/Mu0wPfAZj7ZQzMECSiVwYZ+tLDkWMMjXV8VpQDgYFlinJPp/e8GLMWgvESHI5AtkPLy1vgOEFDPLV9HfODcSIKGVWt9Xwaj08c2ziRgeGl6FFCcIZ5SMbeJWvHCP6NubqWQQKCC6Rjx3BHI+NrHfmuc+S7BhBYoNcXwxZxw+cynrRyZNukBSew8D2L4Fi/DI21TKEIxHAM4djWgzJ8Z6EekTUZvVf4nI5CvaB3Gb/Z1gJhez6Lo9uXvAN7yogs4IfNWkp7DJewBuP7LVMBW8IPB4Y32kq1jtTbSGGN6yJZXkdFh6GRuC4XeuYwzwHBDoZsICVxes+kuxp6VNBDiEYvGnwYCoSzmhn9LPjxx/AUjN/HUBmkQUfvnJ5yH9DgQbCGH2wMocRwOfyIGydwA+6jh2jatGnqvdFwQYKGtOYw4aw86g3rR2Me60YPQ9WqVW2+BsE30t2j3NgXcCYc+4ax5y6tMqHxhgYJEs1gPUgvjaAOPUw464oeKP29kI4ewxbRGEcZkcRBT+msQ13gjDJSOeM6Rmhw4BhAQ8/YwEOQhkYvUlGjfAiKsc/iPVG/jsL7IlBAwI4hc2iYYH1ovFlrtLkS0nPjrDu2K3qtsX/h86KO0fCynHPibOihwmfH/o/hXThGMKQTxwZ6aYzQsLUnJb6jxxg+I/ZhDEPD8YITKkhElBWggYtGMr4HEIzqKfHRy5Se3nC8DkNrsR1w7KDnCifW8F2DXpq0Ttbguwm9n/g+wrGN1+H4w3A7/ZqE+D1BWXFM4pjD9wi+s3CSD/M18T2C4Yo41rBP4BjHsYb90dpcPAzJw/timB4SWuC7AvNb8ZuCoeT6dgJcuwyfA/sZjj89WLPcH+z9rgGsC79d6DXHCQ0EG+ndNvZAz6E+6gRDwa1BIIbvV9S/PpwR2xrfvRg2imMpvRe0R1CH7YDvZXwW7CcYZorAGnWKf6fG0e1LXsLd6R+JPIWehtfW7eTJk2Yp8e1NAX7+/HmVrrd79+42n480uEiNjFTPtnz++ecq7TFSQSMlcOnSpbWhQ4dq169fTzMVuGV6c8vU9ZZspaZO73qRKhvboFOnTiq9uD2fxRo9vfAPP/ygUiMjDXNISIjWunXrFKmgYcKECSp9Pt6jfv362ubNm1OkxNfLV6FCBVXGtNLj69ti79692pNPPqnSUOfOnVtd7uD27dtmz7WWEh+XCUAqZZQbZUKaekfLhEsodOjQwbT98D5I/7xixQrTc5DWu2fPnlq+fPnUpRqQehmp1a1dKgApxevUqaNSQRcrVkybOHFiirrdunWrSn2Nx/Ge2PaPPfaY2qbpTYn/66+/alWqVNGCg4NV6vnx48drM2bMSLFPocyoY3ullhLf1nqOHDmi6jNXrlyqPLVr19YWL15sdf+bO3euXZfTsFUOa/D9gvfPmTOnqi9s20OHDqV4HtLIR0VFpbm+9H5f4LsI+yLKsGHDhlRT4lv7HrT87rBV99YuxZCR7x1cigTfO3ny5FFlb9eunXbgwAH1vHHjxjmUEh9pzrGucuXKqbIjxTmOD1x6wx7Yl5555hlVTwEBAeo7CPU5b948s0sH4PvJCJf5wHauWrWq6ZIL+J5p1qyZ+kw4lvv06WNK0W75PYXLtOA3RN+Hy5Ytq40cOdLsOe+++64qD9LV25Me357vGt2ff/6p1ol0/dif07Nt7L08zZ07d9T3LurG8ntXh8u9YD3ly5c3W/7ee++p5ZbbJrXfRWvfm/htx3NxmRt8FnwmpP3/4osv0vzOSM/2pezPB/9zd2BIRJRV4MLASJSA4SVpXVyXyJnQO4lePPQIWV6SgVJCDxGScqAHEHMfKftACnwkwEFPn+UcXaKsinPKiIiIsgDM+8MQJ+MwXbrLOGdVh+AVw8TSk8yBPBuGwuPEmDEBClFWxzllREREWQDmg+FGKSHb65YtW1R2U8wBwzXGcMP8Ksvrx1HWheyUuK4b5pGhFzSt+dxEWQmDMiIiIsrSkLwBqeLRWEfSGCSvwVBjJLWg7OOzzz5Tw1GRRXHWrFnuLg6RU3FOGRERERERkRtxThkREREREZEbcfhiOiUnJ8uZM2fU9V4cvQYKERERERFlf5qmqey5yBia2nUvGZSlEwIyTh4mIiIiIqK0nDx5UooUKWLzcQZl6YQeMn0D48rrlH17RC9cuCCRkZGpnt2g7IN17n1Y596F9e19WOfeJdnD2m4xMTGqI0ePHWxhUJZO+pBFBGQMyrL3gY3r36COPeHAJtdjnXsf1rl3YX17H9a5d0n20LZbWtOdPKekREREREREXohBGRERERERkRsxKCMiIiIiInIjBmVERERERERuxKCMiIiIiIjIjRiUERERERERuRGDMiIiIiIiIjdiUEZERERERORGDMqIiIiIiIjcyN+RJ1+7dk3mz58va9eulePHj0tsbKzkz59fqlWrJi1btpR69eq5rqRERERERETe2lN25swZee6556RgwYLy3nvvye3bt+WBBx6Qpk2bSpEiRWTVqlXSvHlzqVChgsyZM8f1pSaTpGRN1h+5LAu3n1Z/cZ+IiIiIiLJZTxl6wnr06CFbtmxRgZc1CNQWLFggkyZNkpMnT8qrr77q7LKShSW7z8roRXvl7PU407KCEcHyVpsK8kilgm7dXggON0ZfkQs34iQyPFhql8wjfr4+bi0TEREREVGWDcr27t0refPmTfU5ISEh0qVLF3W7fPmys8pHqQRkL323VSz7xc5dj1PLP+tW3W2BmacGi54YKHpimTy1XJ5YJk8uFxEREWWzoCytgCyjzyfHG4EIeqwNVNSXDfhhmzxY6oTkCPaX0EB/CQv0k9Cge39xP8jib6C/hAb5mf6GBviJv59vtgkWPTFQ9MQyeWq5PLFMnlwuIiIiylp8NE1zeBIS5pitW7dOLly4IMnJyWaPDRgwQLxBTEyMREREyPXr1yVnzpyZ+t6YO9blyw0uf58gf18JC0JQ91+wpv7ivr7c8HhwoK9MWHpQrt1OsLnO/DmCZFavWuLv6yvoTPBRNx9BvwL+qmX4z+IxXx/DsnuP+5ped+95Fsvwb/hz7zkZ8MP2FIGi3pfxaVcEilFWy4v9+/z581KgQAHx9XVestIlu89J3++3plkmfK7MZCuo1kvhjqA6s8tkb5174rai9HHVcU6eifXtfVjn3iXZw77T7Y0ZHA7KZs2aJS+88IIEBgaqHjFjoxH/Pnr0qHgDdwZlSOox8Mftmfqe5PmsxW+2QjqrwZ6mSZId3wb+vgh4rXzJOfT+1p5r7dmaxCUkW+0V1mGoYOl8YRIU4CcBfj4S4Ocrgf6+Eujnq/4d4I+/Puokg7p/7xbo56OeZ1rm7ytBfr7q8926eUPy582t1mlaz711Yz0I+Dt/uUEu3rhj/fOJSFREsKwb1oRDGbMAT/sBJ9difXsf1rl3Sfaw73R7YwaHUuLDyJEjZdSoUTJixAiP+KDeCPNW7PFyk/ukcK4QuRWfJLF3Eu/+jU+UW3fu/bWxPDY+yeWfgZzP2ukVm8GM4x3kJomqc9y8h9zdw3kPXrjpgjVHp/uV2LoY0oi5ZnVLczg3ERERpc7hoAzXJuvcuXO2CMjat28vq1evVqn9582bJ1kFEglg3grmaWmpnKV/pdn96TpLn5ysye2EJLmFAO3O3b8I2Iz3rQVzJ67EyoajV9Jcf56wAAn08xNNNEEG/7vxgf5vLL1bhnuLJfneMs3wb/Pld19L5GnOXb/t7iIQERFRdgzKevfuLXPnzpXhw4dLVjdw4EDp1auXfP3115KVINBCIgHMZ0HIZYxH9BAMj6c3A5yvr4+aK4abhDvWY9Fg/Mo0g0VXDunSAzQ9uFt/5JI8M2NTmq+b8WwtFexa6wLH3MnIyEinnYhA70mvWXaUqUdNqWUok9XELqllezHd1ex63aZjV+T5b7ekWa7Pu1WXGiVSbiub5bFRBmtltVy85fhVNfcuLW+3qSD3FwiXO0nJkpCYLAlJmiQkJUt8YrLEY9m92937dx9LMDwWn2h8fpLcio0TH7+Ae4/fe+ze4/g3epNvxCWmWa53Fu+VA+dvypM1ish9kTnSfD4RERF5J4eDsrFjx8pjjz0mS5YskcqVK0tAQIDZ4xMnTpSsolGjRqqnLCtCAgEkErDM/Bblxsxvrg4W7YG5Un5q9Xffo/59+e3qVWx4f36r5UJQdivQT3IE+TstKMN72VWmspGZOh+pafkCdpWrWYWoTCtXy4pRdpWpe90STiuTPWPR0zoBobsamyDT/jqibtWK5VLB2WNVCklEiPn3JhEREXk33/QEZUuXLlWNll27dsm2bdtMt+3bnZd8Ys2aNdKmTRspVKiQamjjwtSWpk6dKiVKlJDg4GCpU6eObNy4UbwJAi/0Ov3Q50H5uPMD6i/uuzPjmx4soqFshPvuyEanB4pg2WTPrEAxK5TJU8vliWVKq1y6YGQMMdh24pq8MX+31B6zXF2yYs3Biyq4IyIiInK4p2zChAkyY8YMefbZZ1269W7duiVVq1ZVwws7dOiQ4vE5c+bI4MGDZdq0aSogmzRpkrRs2VIOHDighprBAw88IImJKYcYLVu2TAV7jrhz5466GTOp6GfVLS8LkJnQIKxTMrdhiabmY7lTiwoFpGm5SDUc7sKNOxIZHiS1Sty9oK47thXKM/XpavLO4n1yLsa8V3Fk6/LqcVvl0pc7u9wZKZMreWK5MrtM9ta5rXIVvFeuh+/PJ8v2nJe5W07L+qOXTY/fSUyWX3ecUTc8t321wtKhemEplS/MaZ+BHOOq45w8E+vb+7DOvUuyh32n21sOh1PiR0VFydq1a6VMmTKSWdBTNn/+fGnXrp1pGQKxWrVqyZQpU0wfuGjRovLyyy87NN8NwxexjrQSfbz99tsyevToFMsRBIaHOzDxitwGvRI7ztyUS7cSJF9YgFQtlMPt6co9sUyeWi5PLJO95Tobc0f+2HdFft93WU5fj7e6nioFw6R1hbzStExudVF3IiIiyvpu3LghZcuWdf51yjB88ezZs/LJJ5+Iu4Ky+Ph4CQ0NVYGUMVDr0aOHXLt2TRYuXOj0oMxaTxmCwKtXr2b6dcoo8yDYv3jxouTPnz9bZBwl99Y5erE3H78q87aekt93nbN6+YngAF95pGKUPFG9sNQtlVcl3iHX4nHuXVjf3od17l2SPazthpghd+7czr9OGeZtrVy5UhYvXiwVK1ZMkejjl19+EVe7dOmSJCUlqYn4Rri/f/9+u9fTrFkz2bFjhxoqWaRIEZVVsm7dulafGxQUpG6WUNmeUOHkWqxn7+OKOsfqHiydT91Gt02UP3afk3lbTppdSgIXy16w/Yy64TqDGNqIBCHF83J4o6vxOPcurG/vwzr3Lr4e0ka3twwOB2W5cuWyOscrK1q+fLm7i0BEXgqXnECwhduJy7Hy89ZTMm/LKTl97b9rm+Hfk1ceVrfaJfLIkzWLyKOVC6psoERERJR9OPTLjqQZjRs3lhYtWqi5Ze6SL18+8fPzUxkgjXDfneUiIkqPYnlDZVDz+2Vg0zKyIfqyCs7+2HVOXcRdt/HYFXV7a+EeaVU5Sp6qUVTqlMzD4Y1ERETZgEN9ev7+/vLiiy+aza1yh8DAQKlRo4asWLHCbPwo7tsafkhE5Okwf6xe6XwyseMDsunNZvLBE1VUD5kRArVftp6WLl9ukIc/XCX/+/OgnLwSmyL5yPojl2Xh9tPqL1PvExEReTaHx8DUrl1bXZOsePHi4ko3b96Uw4cPm+5HR0er66DlyZNHihUrptLhI7FHzZo1VZmQEh9zw3r27OnSchERZQYMUexYq6i6Hbt0Sw1v/HnLKTljuFj8qau35eMVh9TtwVJ5VO+Zv5+PjPtjv9lF5Qu68aLyOgSGG6NxmYw4iQwPltol714mg4iIiNIRlPXt21eGDBkip06dUr1VYWHmk8+rVKnilO26efNmNVRShyAMEIjNmjVLOnXqpDKrjBo1Ss6dO6euSbZkyZIUyT+IiLK6EvnCZEiLsjKo2f3qmmdzN59USUJwzTMdkoUYE4YYnbseJy99t9UtF3CHJbvPyuhFez0uUCQiIvIUDqfEt5ZBBCnrsRr8RVZEb4D0lhEREWmmt6SsDcNiMVcRwb4nZPAh18sqdR4TlyC/7Tyr5p9tOX7VrtcE+vlI3dJ5JUdQgIQG+qlkI5Z/wwL9JTTI7+5f0zI/CcVzAvwcnsOGgAwBoeUPjb4WdwWKWbHOyTlY396Hde5dkj3sO93emMHhnjIMIyQiIvfKGRwgXWoXU7ejF2/Kx8sPycIdZ1J9TXySJn8dvJSh9w0JQKCmB3L/BWzqL+4H3fsb6CfBgX4yZeXhFAEZaPcCM/SgNa8Q5bahjBhW+e/Ry3Lo1BUpc8tf6pTK5/ZhlRzqSUTkfRwOylw9l4yIiBxTKn8OaVI+Ms2gzBmQaAS3SzfjM7wuBGYY0ljzvT8lf3iQCjRzhgRIzmD/e39x31/9DTf8W38OlgX6+zpxWOUxtw+r9NShnp4aKHpiuTyxTETk+dJ1sZsjR46oxBr79u1T9ytUqCADBw6U0qVLO7t8RERkBzT+7NG/cWkpnDtUbt1JlNj4JLkVn3j333fu/lstMzyG5TfvJJrNX3O2q7EJ6pbenjsEayposxLM6ffDTY/d/bv52FUZ/vPOFL147px/Z2uoJ+cEZp0A1hPL5MnBIsvEbeUNox9cNqds6dKl0rZtW5VYo379+mrZ33//LTt27JBFixZJ8+bNxRtwTpl38LRxyeR6WbXO8UPUYPxK1YC39qWOn6SoiGBZN6xJun6gEpOSJTYh6b/gzRTEIai7G8jdisfj9/7GJ6qskWsOZWy4pLtgGxXLEyJ+vr6CzeXr46PmTWPLYbfQ7+uP4a/5fTz+32Mpnu+rP//uMtE0Wbb3vNxOSE41I+dLjUpLkL+vugX4+aqeQv1voMX9AD8f28/z87VrfqCnzgnMSLlcdYx76rby1GAxM8tkb5174nby1HKxTM6PGRwOyqpVqyYtW7aUcePGmS0fPny4LFu2TLZu3SregEGZd8iqDXTyzjrXG4WgeUCj0J5AEcMWZ/aspQK7mNsJKoEJ/t6IS7z373t/7/37hvp3onpOYrJDP19kwd/XxyxguxvA+Zju4997z8SouYip9VQ+UrGA+PgiYL0biKJe7/69d9/nv73Q6uP3Eob997jFeu4Fw/gf/qWJJt9tOK72mdQC2N4NSppOQBjXhWbPrZs3JUd4DvH18U1RJr0cd//eXWK6ry+79xr9Aazzo6UH1L5pS+7QABnTrpIE+PuJny8Cf1/xuxeg++PfhmUo992bYZmfj/nzDcv05+snBzw9WMzsMtnzve6J28lTy8UyeUhQFhwcLLt27ZIyZcqYLT948KBKhx8X918Un50xKPMOWbmBTt5Z55529tJVgSJ+ujC3zRS0mQVy/wVu5oFdoty4nSAXb8TJjVQa9ERZmQrQfP4L0jAUObWGnp+PSIGcwf8Fm6YA1Mfw73t/9QDZsNAsqDYLYM0DXP31OHYPX7iZ6kkVnBAoWyA8RYCZXgjkExMSxT/A31Qus8c1TQ6cuyEJaZSpXNR/ZUqxFouyWj5uth1SPGb9tSjXztPXJSGVEyM4iVK7RG71e6WCcvTmm+ryXu++3jtvOlHiY/FcvWf/7nP0nnzjuvBXh8uyYESELTmC/OSZuiVMrzV9JottZ3kixMdiWxm3i639Ev9O1jSZuuqI+g0QF4wU8djsi/nz51cXcbYMyrAsMjIyfaUlIiKnQICDbIaeMncE5UHgZRkoRmUwUMSPNbI84oZ1OWL9kcvS5csNaT7v3XaVpGKhnKphhLZacvLdv6b76q+GkYf3/n33r/nj+vM1SU4Wm88/cvGWzPrnWJplalo+UnKHBkpCUrLEJyarv5jv9999LeXypGRJSLz3N5XGHWUP6KFWYZid5x2wSxgvSu8JsJ/uPhMjnlamXac9q0yA433d4cviSW7eSZJPVx8RT6HdSyqF30VcFsZTORyU9enTR55//nk5evSo1KtXzzSnbPz48aYLPBMRkfsgAPOkHx5PCxTx3ug9TGv+3dO1i2VaGdGQXrrnXJpl+qJ7zQyVCQGgHpzpwRv+Ypnl/R0nr8n4JQfSXGePusXVBc4RbKLs+gCcu/c1w/L/7utlsfaYehiP2VjH6WuxsmjH2TTL1bJiASkYEXL3fe69FhAIx8bGSnBIiLFP4u573Hu//8pvWKaXWy+7YZ0Xb95RwX5aEOTjchII8JM07W4AZXnTNElMuhvIG5clJd17DCcHku/+JSL74ffHkzkclI0cOVLCw8NlwoQJMmLECLWsUKFC8vbbb8uAAQNcUUYiIsriPClQRFnQS4dhlSrHhuExvYmOxzMzaMysMqGHMcjfT4Lw6x+U+nPrlMwr36w/nmagOKpNxUzdVghSkD0zrXJ92rWG1XK5YoiyvYl2fu3fwKnbSg/O9ADOGLBhGU6EvPzDtjTXM65DZalcJEL92zipxRRAG4Np02N6+Gp8jXlAa7aOe8/fc+a6vLv4bvbu1Lz5aHmpUMj2UC9HYFtcvXpVcufObTYMT4e5k+/9nnaZ3rhXJsuJP/9tiXv3UzxufMziuZZvYliw7+x1+WDpwTTLNbBpGSlTIIepZ17vjTf9vfe+dx+3WJZ899/G12LJfz35xnWKnLhyS37eejrNMrWpUlAK5rp7UsTmPmHYr8D0XIvnWH/9f8vPX4+TVQcvirOyFLuLw3PKjG7cuKH+IkjzNpxT5h2y+vwichzr3Ht42vw7TyyTpyWPcUa5XJ19MT1lyqpZWbNKmdKqc0/cTp5aLpbJdTFDhr6NEIx5Y0BGRERZHxrIaMzMfq62jH6khPqL++5Mfa2X6Yc+D8rHnR9Qf91ZJn1OoOW8Pdx3Z4p3TyyXJ5ZJ74G1mlzCzb3CLBO3VXbepzKlpwxnGl599VVZsWKFXLhwIUU3bFKSd2S0Yk+Zd2CvifdhnXsf1nnWvMhvesvl6vr2xG3laT2wmV0mXqfM+bx9n/KIlPitWrWSEydOSP/+/aVgwYIp0ng+/vjj4g0YlHkHNta8D+vc+7DOvYu31rcnBouZVSZH6twTt5OnlstTy/Tv0Uty6NQFKVMkUuqUyuf2MrksJf66detk7dq18sADD2S0jERERETkZcl2dCwTt5Ur9qkHS+WVkmGJUqBAXvH1gIDaXg6fIipatGiKIYtERERERESUSUHZpEmTZPjw4XLsWNoXuSQiIiIiIqLUOTx8sVOnTuqii6VLl5bQ0FAJCAgwe/zKlSuOrpKIiIiIiMhr+aenp4yIiIiIiIjcFJT16NHDSW9NRERERERE3pMLloiIiIiIyAMxKCMiIiIiInIjBmVERERERERuxKCMiIiIiIgoKwdlMTExsmDBAtm3b59zSkRERERERORFHA7KOnbsKFOmTFH/vn37ttSsWVMtq1Klivz888+uKCMREREREVG25XBQtmbNGnnooYfUv+fPny+apsm1a9fkk08+kffee88VZSQiIiIiIsq2HA7Krl+/Lnny5FH/XrJkiTzxxBMSGhoqrVu3lkOHDrmijERERERERNmWw0FZ0aJFZf369XLr1i0VlLVo0UItv3r1qgQHB7uijERERERERNmWv6MveOWVV6Rr166SI0cOKV68uDRq1Mg0rLFy5cquKCMREREREVG25XBQ1rdvX6ldu7acPHlSmjdvLr6+dzvbSpUqxTllRERERERErg7KABkXcYOkpCTZtWuX1KtXT3Lnzp2e1REREREREXkt3/QMX/zqq69MAVnDhg2levXqaq7Z6tWrXVFGIiIiIiKibMvhoGzevHlStWpV9e9FixZJdHS07N+/XwYNGiRvvPGGK8pIRERERESUbTkclF26dEmioqLUv3///Xd56qmn5P7775devXqpYYxERERERETkwqCsQIECsnfvXjV0ESnxkewDYmNjxc/Pz9HVEREREREReTWHE3307NlTOnbsKAULFhQfHx9p1qyZWv7vv/9KuXLlXFFGIiIiIiKibMvhoOztt9+WSpUqqZT4GLoYFBSklqOXbPjw4a4oIxERERERUbaVrpT4Tz75ZIplPXr0kKzk2rVrqpcvMTFR3QYOHCh9+vRxd7GIiIiIiMjLpCsou3Xrlvz1119y4sQJiY+PN3tswIABkhWEh4fLmjVrJDQ0VH0e9P516NBB8ubN6+6iERERERGRF3E4KNu2bZs8+uijKrEHgpk8efKojIwIbiIjI7NMUIbhligz3LlzRzRNUzciIiIiIiKPzr6I65G1adNGrl69KiEhIbJhwwY5fvy41KhRQz766COnFQy9WHifQoUKqYQiCxYsSPGcqVOnSokSJSQ4OFjq1KkjGzdudHgII665VqRIERk6dKjky5fPaeUnIiIiIiJySVC2fft2GTJkiPj6+qreJvQyFS1aVD744AN5/fXXxVnQC4eACYGXNXPmzJHBgwfLW2+9JVu3blXPbdmypVy4cMH0nAceeEANS7S8nTlzRj2eK1cu2bFjh7oA9uzZs+X8+fNOKz8REREREZFLhi8GBASogAwwXBHzysqXLy8REREqI6OztGrVSt1smThxokrMgRT9MG3aNPntt99kxowZpiyQCCDtvfYagrq1a9daTWICCD5x08XExKi/ycnJ6kbZk163rGPvwTr3Pqxz78L69j6sc++S7GFtN3vL4XBQVq1aNdm0aZOUKVNGGjZsKKNGjVJzyr799lvVC5UZkFxky5YtMmLECNMyBIrIprh+/Xq71oFeMcwpQ8KP69evq+GSL730ks3njx07VkaPHp1iOXrmbt++nc5PQlnFxYsX3V0EymSsc+/DOvcurG/vwzr3Lhc9pO1248YN1wRl77//vmnlY8aMkWeeeUYFMwjS0EuVGRAEJiUlqR4uI9zfv3+/XevAPLjnn3/elODj5ZdflsqVK9t8PgJADJc09pRh2CZ6C3PmzJmBT0OeDGc3cFDnz5/f1ENM2Rvr3Puwzr0L69v7sM69S7KHtd2Qg8MlQVnNmjVN/0ZAsmTJEsmKateubffwRsBFsvULZRuhsj2hwsm1WM/eh3XufVjn3oX17X1Y597F10Pa6PaWwf0lTQdkSUSSEcvEHLgfFRXltnIRERERERE5yuGg7PLly9KvXz+pUKGCCo5wnTLjLTMEBgaqFPwrVqww66rE/bp162ZKGYiIiIiIiJzB4eGL3bt3l8OHD0vv3r3VHC5cQ8wVbt68qd5Hh7T1GG6IwK9YsWJqflePHj3UcEoMRZw0aZJKo69nYyQiIiIiIsqWQRnSxq9bt06lkHelzZs3S+PGjU339SQbCMRmzZolnTp1UpP4kP3x3Llz6ppkmN9mmfyDiIiIiIgoWwVl5cqVy5QU8I0aNVJZEVPTv39/dSMiIiIiIvKaOWWffvqpvPHGG/LXX3+p+WVIDW+8ERERERERkQt7ynLlyqWCryZNmpgtR68W5pfh+mFERERERETkoqCsa9euEhAQILNnz3Zpog8iIiIiIiJv4HBQtnv3btm2bZuULVvWNSUiIiIiIiLyIg7PKUMK+pMnT7qmNERERERERF7G4Z6yl19+WQYOHChDhw6VypUrq6GMRlWqVHFm+YiIiIiIiLI1h4MyXB8MevXqZVqGeWVM9EFERERERJQJQVl0dHQ63oaIiIiIiIicEpQVL17c0ZcQERERERFRRhJ9bNiwQewVGxsre/bssfv5RERERERE3syuoKx79+7SsmVLmTt3rty6dcvqc/bu3Suvv/66lC5dWrZs2eLschIREREREXnv8EUEXJ999pm8+eab8vTTT8v9998vhQoVkuDgYLl69ars379fbt68Ke3bt5dly5aprIxERERERETkpKAMae8HDBigbps3b5Z169bJ8ePH5fbt21K1alUZNGiQNG7cWPLkyWPP6oiIiIiIiCi9iT5w8WjciIiIiIiIKJPmlBEREREREZFrMCgjIiIiIiJyIwZlREREREREbsSgjIiIiIiIyI0YlBEREREREbkRgzIiIiIiIiI3YlBGRERERETkRgzKiIiIiIiIskpQlpiYKN98842cP3/edSUiIiIiIiLyIg4FZf7+/vLiiy9KXFyc60pERERERETkRRwevli7dm3Zvn27a0pDRERERETkZfwdfUHfvn1l8ODBcvLkSalRo4aEhYWZPV6lShVnlo+IiIiIiChbczgo69y5s/o7YMAA0zIfHx/RNE39TUpKcm4JiYiIiIiIsjGHg7Lo6GjXlISIiIiIiMgLORyUFS9e3DUlISIiIiIi8kIOB2Vw5MgRmTRpkuzbt0/dr1ChggwcOFBKly7t7PIRERERERFlaw5nX1y6dKkKwjZu3KiSeuD277//SsWKFeXPP/90TSmJiIiIiIiyKYd7yoYPHy6DBg2ScePGpVg+bNgwad68uTPLR0RERERElK053FOGIYu9e/dOsbxXr16yd+9eZ5WLiIiIiIjIKzgclOXPn9/qxaOxLDIy0lnlIiIiIiIi8goOD1/s06ePPP/883L06FGpV6+eWvb333/L+PHj1UWliYiIiIiIyIVB2ciRIyU8PFwmTJggI0aMUMsKFSokb7/9ttkFpYmIiIiIiMjJQVliYqLMnj1bnn76aZXs48aNG2o5gjQiIiIiIiJy8Zwyf39/efHFFyUuLs4UjDEgIyIiIiIiysThi7Vr15Zt27ZJ8eLFJasrUaKE5MyZU3x9fSV37tyyatUqdxeJiIiIiIi8jMNBWd++fWXIkCFy6tQpqVGjhoSFhZk9jotJZyX//POP5MiRw93FICIiIiIiL+VwUNa5c2f115jUw8fHRzRNU3+TkpKcW0IiIiIiIqJszOHrlEVHR6e4IT2+/tdZ1qxZI23atFGZHRHsLViwIMVzpk6dqoYgBgcHS506dWTjxo0OvQfW27BhQ6lVq5Z8//33Tis7ERERERGRS3rKEhISpEmTJrJ48WIpX768S7fyrVu3pGrVqtKrVy/p0KFDisfnzJmjros2bdo0FZBNmjRJWrZsKQcOHDBdxPqBBx5QGSMtLVu2TAV769atk8KFC8vZs2elWbNmUrlyZZvDL+/cuaNuupiYGPU3OTlZ3Sh70uuWdew9WOfeh3XuXVjf3od17l2SPaztZm85fDSMO3QAgpjly5e7PCiz7NGaP3++tGvXzrQMgRh6uKZMmWL6wEWLFpWXX35Zhg8f7vB7DB06VCpWrCjPPvus1cdxHbbRo0enWI4gkBkoiYiIiIjIEi4hVrZsWbl+/bpKMOi0OWX9+vWT8ePHy/Tp01WKfHeIj4+XLVu2mC5eDcigiN6u9evX290Th0AOAdXNmzdl5cqV0rFjR5vPx3uhZ87YU4YgEL1yqW1gytqwj1y8eFHy58+v9jHK/ljn3od17l1Y396Hde5dkj2s7RYSEmLX8xyOqjZt2iQrVqxQQwAx3M8y++Ivv/wirnbp0iWVUKRAgQJmy3F///79dq3j/Pnz0r59e/VvrKtPnz6q582WoKAgdbOEyvaECifXYj17H9a592GdexfWt/dhnXsXXw9po9tbBoeDsly5cskTTzwhWV2pUqVkx44d7i4GERERERF5OYeDspkzZ4q75cuXT/z8/FRvlxHuR0VFua1cREREREREjkpXnx4yGiLZx+eff64mr8GZM2fU3KzMEBgYqC5cjWGUxvGjuF+3bt1MKQMREREREZFbesqOHz8ujzzyiJw4cUKliG/evLlKloHkH7iPFPXOgADv8OHDpvu4Dtr27dslT548UqxYMZV0o0ePHlKzZk2pXbu2SomP5B09e/Z0yvsTERERERF5ZFA2cOBAFQhhPlbevHlNy5E0A8kynGXz5s3SuHFj03098yECsVmzZkmnTp1UZpVRo0bJuXPn1DXJlixZkiL5BxERERERUbYKytauXSv//POPGkJoVKJECTl9+rTTCtaoUSNJ6xJq/fv3VzciIiIiIiKvmVOGuVtIIW/p1KlTvIgyERERERGRq4OyFi1aqPlbOh8fHzX/66233pJHH33U0dURERERERF5NYeHL06YMEFatmwpFSpUkLi4OHn66afl0KFDKk39Dz/84JpSEhERERERZVMOB2VFihRRST7mzJmj/qKXrHfv3tK1a1cJCQlxTSmJiIiIiIiyKf90vcjfXwVhuBEREREREVEmXzyaiIiIiIiInINBGRERERERkRsxKCMiIiIiInIjBmVERERERERZLdEHxMfHy4ULF9TFpI2KFSvmjHIRERERERF5BYeDMlyTrFevXvLPP/+YLdc0TV1IOikpyZnlIyIiIiIiytYcDsqeffZZlRJ/8eLFUrBgQRWIERERERERUSYFZdu3b5ctW7ZIuXLl0vmWRERERERElO5EHxUqVJBLly45+jIiIiIiIiJyRlA2fvx4ee2112T16tVy+fJliYmJMbsRERERERGRC4cvNmvWTP1t2rSp2XIm+iAiIiIiIsqEoGzVqlXpeBsiIiIiIiJySlDWsGFDR19CREREREREzrx49LVr1+Srr76Sffv2qfsVK1ZU1y6LiIhIz+qIiIiIiIi8lsOJPjZv3iylS5eW//3vf3LlyhV1mzhxolq2detW15SSiIiIiIgom3K4p2zQoEHStm1b+fLLL9VFpCExMVGee+45eeWVV2TNmjWuKCcREREREVG25J+enjJjQKZW4u+v0uTXrFnT2eUjIiIiIiLK1hwevpgzZ045ceJEiuUnT56U8PBwZ5WLiIiIiIjIKzgclHXq1El69+4tc+bMUYEYbj/++KMavtilSxfXlJKIiIiIiCibcnj44kcffSQ+Pj7yzDPPqLlkEBAQIC+99JKMGzfOFWUkIiIiIiLKthwOygIDA+Xjjz+WsWPHypEjR9QyZF4MDQ11RfmIiIiIiIiytXRdpwwQhFWuXNm5pSEiIiIiIvIydgVlHTp0kFmzZqkkH/h3an755RdnlY2IiIiIiCjbsysoi4iIUPPIAIGZ/m8iIiIiIiLKhKBs5syZpn+jx4yIiIiIiIjclBK/SZMmcu3atRTLY2Ji1GNERERERETkwkQfq1evlvj4+BTL4+LiZO3atY6uLltLTk62uq0oa9VhQkKC2r99fR0+h0FZEOvc+7iiznGpGD8/P6esi4iIsj+7g7KdO3ea/r137145d+6c6X5SUpIsWbJEChcu7PwSZlEIxqKjo9WPPWVdmqapOrx58ybnUnoJ1rn3cVWd58qVS6KiovjdQUREzgvKHnjgAfXDgpu1YYohISEyefJke1eX7X/gz549q86SFi1alD0sWbwucQYdZ72Z4MY7sM69j7PrHOuLjY2VCxcuqPsFCxZ0QimJiCg7szsoQ68PfmhKlSolGzdulPz585tdUDoyMpJDNe5JTExUP8iFChXiRbWzOOzzCK4ZlHkP1rn3cUWd40QlIDDj7yMRETktKCtevLj6y+F4acNwTj1YJSIi7xQaGqr+oheO88uIiCg1Ds9oHjt2rMyYMSPFciwbP368o6vL1jjcjYjIe/E3gIiIXBaUff7551KuXLkUyytWrCjTpk1zdHVERERERERezeGgDFkXrU1axhwzJLfIKg4cOKCSl+g3jP9fsGCBu4tFNly+fFnNyzh27Jjd2wgXOkf2s4y6//77ZdKkSWZnv521r+DzYH3bt293yvrIcSVKlDCr34xAFlp8n3CYNxEREbk0KEM2wb///jvFcixDYousomzZsqohjNu6deskLCxMmjdvLp4kKVmT9Ucuy8Ltp9Vf3HelZ599Vtq1a5dq4xUBxI8//mi1pxSPIRCyNuQV8yk+/PDDdJdtzJgx8vjjj6syGOH9qlSpIsHBwSpo69evn7gaTj60atXK5e+THTVq1EheeeUVya4eeeQRlSzi+++/d3dRiIiIKDtfPLpPnz6qUYWJy3pq/BUrVshrr70mQ4YMkazo119/laZNm6rAzFMs2X1WRi/aK2evx5mWFYwIlrfaVJBHKrkvvTKC8pkzZ0rnzp1NyzZs2KB6UG1tP8w3xP6Bv0OHDnX4PZHJ8quvvpKlS5eaLZ84caJMmDBBBXt16tSRW7duOdSTll647hBRaic3PvnkE+nevTs3EhEREbmmpwyN6t69e0vfvn1VenzcXn75ZRkwYICMGDFCnGXNmjXSpk0b1ftma7jY1KlTVc8JeknQKEeq/vT46aefpFOnTuJJAdlL3201C8jg3PU4tRyPu0vXrl3lr7/+kpMnT5qWIdjCcn//lDE+nnv79m155513JCYmRv755x+H3/P333+XoKAgefDBB03Lrl69Km+++aZ888038vTTT0vp0qVVj1nbtm1trufixYtSs2ZNad++vdy5c8fqc5C+GvsdhrOWLFnSao+HcX/ERcL79++vhvRiP0SWUvQMGp/72WefqZ41rBPHy7x581LN3InjC++N56NH9+OPP07xPGxz9E5iu+C9UQbdtWvX5LnnnlNDinPmzKlOnuzYscP0+Ntvv62G2GEdxYoVkxw5cqjjGe/9wQcfqKATvY7onTSyd73ffvutOi4jIiJU8H7jxg1TsIL9AZ9Hv+ahrSAar3/vvffkmWeeUeXDdsXJE9QhekyxDPW9efNms9f9/PPPpu2CdSBod7R+8TlffPFFtQ2sfU78u3HjxhIeHq4er1Gjhlk5sH7cP3LkiI1aJiIiIspgTxkaUsiyOHLkSNm3b59q3JQpU0Y1gpwJvR5Vq1aVXr16SYcOHVI8PmfOHBk8eLBKLoKADHNCWrZsqeaKoTEFaCDimmGWli1bZhpqqQcK1obkGaERb2zI43WAuSOW80dwH9e9Md7ik8yfYwuGKL796x6xNlARy3AFnbcX7ZWHyuQTP1/7rqcT6OfrUBYwlNcWbFtsZwwbRFCEXizUxerVq1WApH9eHXq40DBHwIa/06dPl7p164qjAToavsb1og6xnU+dOiXly5dXDf969erJRx99pHrzjJ8DfxFEtmjRQgV2KAOGU1r7nAgczpw5IytXrlTD0AYOHGi6AKzx+frnRICBYAHbAAEO3gc343NxrCBQwz6KgAXbYefOnarcxjLihsCocOHC6kRB3rx51b75wgsvqECpY8eO6rkI8tArjXUi2Lt+/boaPqyv66mnnlLHJYJZBEZIzoOeYBwbefLkUc9DwPDHH3+oG/6N1xw9elQdy6hLvC+CQ7wOx5cj60XAumjRIhU442QHyokAD5//4MGDKmhCkA4I8Gztb//73//U67Cf4d/oeUId9+zZUwWPw4cPV0Hb7t271f69ZcsWtY3eeust9b74DBjOirKhXlOrX+N+i3Xg+8zW58QJiGrVqsmnn36q9iMMgcb+rb8e+1+BAgXUfosgnLKW1L7/0rMu3Kz9TpD76HXBOvEerHPvkuxhx7i95XA4KNPhTHWtWrXEVdDYTG3eDoauYSglGmiA4Oy3335TZ//RWAN7kicsXLhQNdbRy5EaNCxHjx6dYjkadOgJMsLQTlSAfm2a+MRkqfTOCnEG7V6PWcW3ltn9mt2jmkqgf9qdonrDAeW2BUEDGsfDhg1TQxIRjKDhiYa2/rj+egSu6BVC4xTLEIyg1wGBE/Yfe6E3BUGJsVyHDx9WZX3//fdVbwgaz2iMY14gGue4Rpx+vTg02lu3bq160fBcWw0kBAwIUhDgIAjUAyCcHDB+LkCwj/soG3rpELggMECwj38bn4uTCj169FD/HjVqlPz5558qmJs8ebLpefr6AEGIDgECyoPtjB4+QKCCIcTo3dLhBARej+eixxjBqn6iBPsuAiWsAz1d+ufHMYPeHgRiDRs2lP3796vn+fr6qjrFyRcMTa5evbpD6/3iiy/UegG9mFgHetFwzSYEQjjWEHAa9zlb87NwUgbQC4/yoiz6vEeclHn44YdVmbB/oG7Rg6Uf/+gJQ91jeCsCKXvq157PeeLECRk0aJCqd9DnORrrHL2X0dHRqR5L5HmcXV/6b8GlS5fUvk+eBT3v5F1Y597loocc4/qIIacHZWj0pNbrgjPQroYhY2h4G4dLoiHZrFkzWb9+vUPrQo/E888/n+bz8F5oBOoQcOCMuD7EySguLk5u3rypfoRxS/a5Gxy4i3+AvwT4+6X5PGxD3FJrPCDIxPAxDJfDtkbvGBrO+mvwuP5vBGRouOoNYAwdxDC0X375RfXC2As9lOihsSwXGjyYu4OgGtDbicYwEregNw9lQcCMXo4uXbqkmWEPgR56PBBUYTtA5cqVVQZH4+cCPA/38dnx/nge3vOxxx4zlUdXv359s9eipxBD4PT9w7g+fVgu5u2h8Y/yY39H0IXHcRIAPT0IPq3V0549e9S+Z5khFetBAInX4LMhkECvjw7Px2PGHm8EOnpjMr3rRa8fvhT1suK7I619TIdgSX9ekSJFUizDugE9cjgW0ZOFwNu47oceekgFv3hPe+rXns+JgAzDG3/44Qe1b6EHUQ/QdAhA8T3AhnjWge8TZ9cXgn3sa/ny5UvzxB9lHgTK+F5CT73+XUDZG+vcuyR72DGONqxLgjI0Di1/yNAjhTPSem+Aq6GhiB87DBEywn2c7bcXhn3hrDjmoaQFjVVrQzT1QMZymT5nRr+5k6NlSO25eAwNF/SWoffj33//lfnz55teY3wv9FqikWts6OBAQcCBHgd7oUGDeT7GcunDT/Wsj4AAGc/F8EG9HKgzBOvoRUXPnt6QT+1zGz+DcSiT8f315yDgRI8IemCWL1+uhs3h/Yzzxiy3v7X30f+NwBLzNtHrg+ANPU7o6cF2xuNo7Ftbp3HYLwIKDEG0hOBDfx3qxLJM1pbh8+NveteLYwF1bm3bpQW9ncbtY7lMP+70Mjq6rY30ZfrnxPBYy8+if070mKPnDfsU6h3HAepN78mEK1euqP3R3cc+2cfWcZ5R+n5l7XeC3I/14n1Y597F10O+e+0tg8NBGeZ2WIOGCc4wZyUY8nb+/HmXvw/mdB147xG755Q1+Wi1nI+5Y3VeGZoLBSKCZeWQhg7NKXM29BBhGCKCkNy5c6d4fNeuXSrZARrxxp4TNFaRFh3Bs7WLkFuD+Tvfffddit4nQO+I3ouCdSNgR2+c8UDAPC4Mo0MvL8pj69INKA+GEaIXVh+ai/UjIEwNekqxHXB78skn1bA7lEX/3MhOiblPOtzHZ7IGw+cwb8o4NNGYMAJBGnqjMCQQn8cShvchEyZ6hCwvH5ARzlqvcVips2GOnuXlOnAf15lDT5g99Wv8nPfdd5/NBjrWiRt6zdALixMNelCGHjLUma06JiIiIrLktNZ6t27dVM9IZkBvCBpZlgEV7ntiunLVY+PvZ9ctNNBf3m57d36WZXNQv/92mwrqefau05Ezv+g91K/fpt+MmRaNDWAEQGiMWoMEH7Vr11ZzfipVqmS64T4axHjcXhgWiB43DFPToUGMYZRI1ICEDnpPLRrelsEK9hVk2cPQN8xpQ6PbGmQ6RECFxBromULjHfMWU+t2xtxGDGNDkIk5S3PnzlX7oPGi1ViGYwOPY94bemeN2RKNML8LwSzS/+P5SBKyadOmFCdA0JOGoZuHDh2SrVu3qiF6gF469LBh3hV6ezDkDtvnjTfeSJGp0BHOWi8COmxbvB77jzMn4SL5CYLVd999V227r7/+WqZMmSKvvvqqzfpFj62xfvXPiSGJ1j4nhjGi7hDcHz9+XAV9qB8cD8agGz20jia0ISIiIu/ltKAM84sya8w8zrZj2BgaYDo07nA/OzSEcB2yz7pVl6gI8+2J+1juyuuUobGJM/zGm7UEJ4BkDdYCFsyBQs/WE088YfV1WI65aPZOqse8H/RgYP6fEdaB+UFI4oFEFRhutmTJEqvzQtDzgeAJwx0RmOkZFS0hyERPGtaHBB0IyvRsntag5wqZADFfDsEmGvHI2mfsqsb2w/A2pHBHmVGOChUqWF0fAga8L3rd8NkuX75s1msGCD4xPw7Z//B5MI8NwRkgAMf7I/hFEhwEr0iwggDCcrivI5y1XgRICJLx+THWG/PmnEXfR7CtcQIASVWQ5VHPvGitfjGf1Fi/+JwYltigQQPVG2z5OVF21Al6PvEYErEgIZHxGEH9YnijPtSUiIiIKC0+moP5fy3T0+PlZ8+eVWeRcVYfPQHOgKGQmJgPCAzQI4EeEAwJQ+pxZEJD4xTpqtEjg0YqGmToschI49NeSPSB4Y/oWbKW6APzjJD9LSOBKoYyboy+IhduxElkeLDULpnH7iGL2Q0ayphrhR6xzBwfjP1bTwCQnrkmeA3m3OkZA8nzZaTO0fuHHjl8H+L4p6who8e5Lc76LSDnwklcjKxBW8ET5puQ67HOvUuyhx3jqcUMGZpThpUa4cOiEYIz0pZZ5zICjRrjMDQ98yECMVwjCz0JyKyCs+EYjoYEJOglyYyALLMgAKtb+m7qcG+H3jD0Bp0+fdp0HTIiT4OeUvRgMiAjIiIiRzgUlGGCPoYuYTiZteQOzoRkEGl14mFuh625OZT94NpcRJ4Mw1hxIyIiInJZUIb5FOgN27dvn8uDMqLswMHRwURERETkhRweaIkJ9EePHnVNaYiIiIiI3CQpOUk2ndskvx/9Xf3FfaLM4PCcsvfee09lUEPaaWRADAsLM3s8tQlsRERERESeaPnx5TJu4zg5H/vfJZcKhBaQ4bWHS7PizdxaNsr+HA7KHn30UfW3bdu2ZlmqMEwL9111YVgiIiIiIlcFZINXDxZNzKcdXIi9oJZPbDSRgRl5VlC2atUq15SEiIiIiCiTYYgiesgsAzLAMh/xkfEbx0vjoo3Fz9fPbWXcemGrXIy9KPlD80v1yOpuK4snl8mrgjKkekZKcstruaCn7OTJk84sGxERERGRSyGwMA5ZtBaYnYs9J88te05KRZSSXMG5JFdQyltEcISEB4Q79XqHnjqs0hPL5JVBGS4WHRkZabb8ypUr6jEOXyQiIiKirAI9PfbYfH6zuqXG38dfcgblNA/YgnNJRFCE5A7KfTd4C4owLcffnIE5xd/XP8sMq/TEMnllUKbPHbN08+ZNCQ4Odla5yMM8++yzcu3aNVmwYIHVx99++2312Pbt2516IV4E+tu2bVMXB3cnXMgcZZg0aZJkV7g2oDs+48MPPywvvviiPP300+o+vl/mz58v7dq1E0/jiv3cU+3fv18d9/is5cqVU38tl2FbeMoxmtkefPBBGTp0qDzxxBPuLgoRZQDatYevHXbaNkzUEuVK3BV1c0R4YHiKoA3B3cLDC20Oq4TR60eb/p2kJakhhclasiQmJ6q/atm95fq/Uzyuv0ZLtPqY2euSEmXdmXUePdQz2wdlgwcPNjWYRo4cKaGhoabH0Dv277//et2PsqtlpbG6yMj58ssvO3WdGCaLXtl8+fKJu/38888SGBjo7mJkO7/++qucP39eOnfu7O6iZGnr16+XN954Q30P43qS+C5eunSphISEpHudb731lsque+DAAcmRI4fVZbly5cqUYxTB8OjRo9W/8fnwvhUqVJAOHTrISy+9JEFBQWbP37Nnj3o+5kDHxMRI8eLF1T42fPhws9+uEiVKyPHjx81eW7hwYTl16lSaZXrzzTdl0KBB0r59e/H1dfjqMkTkAY5eOypj/h0jG89tTPO5CJL6PdBPYuJj5Nqda3It7pr6e/3OdfX36p2rciP+RrrLgtfiduLGCYdeh/dG75Sn0Id6/nb0N2l7X1t3Fyd7BmU4E6qfUdi1a5dZAxX/rlq1qmqYk3eO1UUDTW+4OQsaX1FRUeIJ8uTJ4/Qx4iTyySefSM+ePdmozWBA9sgjj8iIESNk8uTJ4u/vLzt27MjwNj1y5Ii0bt1aBTSpLcusY7RixYqyfPlySU5OlsuXL8vq1avVJVq+/fZb9e/w8HD1vA0bNkizZs3U7bfffpMCBQrIxo0bZciQIbJixQoVqBl/v9555x157rnnJCEhQQICAtT2s0erVq3U6/744w+1TYgo67ideFu+2PmFzNozS/UKpQY9P/BW3bfSbH9hXXrQhmDtatxVU9BmuhmCOQRy+IteqOzmjb/fkC93fal6zBoXayxV8lXx2I4FT2H3rzZ+yHDr0aOH+hHS7+OGM7Kff/65lClTxrWl9RL6WF3LSaf6WF087grz5s2TypUrq7PrefPmVY2aW7duWX3upk2bJH/+/DJ+/HjTmWxjTymGOGH42UcffSQFCxZU6+vXr59q+BjPUr///vvSq1cv1aAqVqyYfPHFF2bDFxEI6UPF0PDCfTSsatasqc5416tXT521N0JDDXMesU40mnB2PK1e3N27d6tGFgJLNOK6d+8uly5dMhu++Morr5juo3cADTFsKwzfmj17tvo8xqF/GO6J98d2wvX7mjRpohrLOn2boVGJ10ZERKiz+Tdu3DAbUogeSLx37ty5Vdm+/PJLVS8IZvAZ77vvPnVMGv31119Su3Zt1YOA7Y9tkJj43w8PXv/MM8+oz4vHJ0yYkGKb3LlzR51oQc8Bekfq1Kmj6kCHHoY2bdqocuFxNJp///13sdfFixdl5cqVah2pQe8Myrhz506rj+vbccaMGWofwmfq27ev6sH/4IMPVNCA/WHMmDFmrztx4oQ8/vjj6vmon44dO6peO6Nx48apbY7t3Lt3b4mLi0vx/tOnT5fy5cur4dsY0vfpp5+aHouPj5f+/fur8uNxBDNjx461+jmwbmzD559/3iwIwnvjs9mC3poBAwaoOsbry5Ytqz6LZe+R0ZIlS6RBgwaqxwnH5mOPPabeS4fjbMuWLSpgwb+xja0tS+8xunDhQqlevbraJqVKlVK9Wsb90xoES6jLQoUKqe8pHBfYz3Hs6t9DOGmIekJ9/PLLL+oYwDZ/6qmnZNGiRSqA/d///me2XmxfrFe/4XjV14XPiH0K2xLvi+1sPGmES8T8+OOPqZabiDzLqhOrpN2CdjJ913SzgOzx0o/LO/XeUSfAjXDf3jlSmBeWJziPSgZSLbKaNCnWRNqXaS89K/WUQTUGyeh6o+XjJh/L162+lgXtFshfnf6Sbd23yT9d/pHfO/wusx+dLZ82/VTeb/C+DKs1TB4r9Zhdn6ls7rJSp2AdqV+ovjxU+CFpVLSRNC3WVFoUbyGtSrRS62lbuq10KNNBnrz/SelUtpM8Xe5p6Va+mzxb8VnpVamX9KncR16s+qLqDRxQbYC8Uv0VebXmq/JarddkRO0R8madN1Vg2rNiT7u39bGYYzJzz0x55o9npMncJjLy75Gy8sRKFRSTE+aUzZw50+w+hoagYYXGCG6UEn7cE5L/C0bSGrI4duPYVMcPowcNB569ZxwCfAPS7OVBkNGlSxfViMVwHAQGa9euVWW3hPrGsCE819iAtISAHY1R/D18+LB06tRJNZ779Oljeg6CAVyI/PXXX1dBIYYiNWzYUDUsbcEwLbwOjSfMRUJQ9/fff6vHvv/+e9X4RsO4fv36qsGE5yJwsgXBEwImBFBosN2+fVuGDRumGrZoXFqDgAZBGxqhOLuO4b0XLlwwew4aggjaEDAh4MKJi6ZNm8rBgwdVzxugIYx5OYsXL5arV6+q90QgYAwgvv76a3nttdfU2f45c+aobYQ5V6gnbDeUGUEkggw0gk+fPq0aiwiMv/nmGzUPCNscDWA0MgFzYdCgReMYAQvWs3XrVrPgFcHE3r171TZEgxTviR4Z9JTjBAyCbAQda9asUUEZnutIb+m6detUedGAtgb7HhrB2DbYFxF82oLtiO2MYAP/fvLJJ+Xo0aNy//33q8/5zz//qP0EJxoQXKK3RQ/I8DgCAnwe7KP6ZT9++ukntb2mTp2qAhgEz+jZQxChw/42atQomTJlilSrVk2NKMC2xvbACSw8H0M0sS407pGh1laWWtQP1ofyIeBHoNStWzdp3ry5Krs12OcwZLFr164q+MFnx/cw9h+U2RYE5dhnq1SpouYD4zNgf0JwhR42fB9gW6G+EZhjO+FYs1xmPHFh7zGKusTxg23z0EMPqTLr3yMIwB2Bz4qTKQjAcDIG5cd+iJMklj2FGM2B8v/www/q+LZnyDKOLez/CHbPnTtndlIFEPTheCUiz3fu9jkZs2qM/HXqL7Pl9+W6T9588E2pUaCGuo/gJTOnjqB9hvlkuBUNL5qiTbjp3CZ1Ut5auxC9eAga5zw2J9N6oVCm36N/t1kmCPQNvDsvTZJNyzDHbsHhBeoW5BckdQvWVT1oDxd5WPKFuH+aikfQHPTUU09pkydPVv+OjY3VypQpowUEBGj+/v7avHnzNG9x/fp17Inqr6Xbt29re/fuVX/hTuIdrdKsSm674f3TsmXLFvV5jh07ZvXxHj16aI8//rj2yy+/aDly5NB+/PFHs8ffeustrWrVqmbPL168uJaYmGi273Tq1Ml0H49369bNdD85OVmLjIzUPvvsM3U/OjpalWnbtm3q/qpVq9T95cuXm17z22+/qWX6tq5Tp47Wr18/s7LVr1/frGyW3n33Xa1FixZmy06ePKnWu3//fu3OnTtaw4YNtYEDB6rH9u3bpx7btGmT6fmHDh1Sy/73v/+p+2vXrtVy5sypxcXFma23dOnS2ueff27aZqGhoVpMTIzp8aFDh6rPoMP7NmjQwHQf2zMsLEzr3r27adnZs2fVe69fv17df/3117WyZcuq7ambOnWqqrekpCTtxo0bWmBgoPbTTz+ZHr98+bIWEhJi+ozHjx/X/Pz8tNOnT5uVv2nTptqIESPUvytXrqy9/fbbWnphW5UqVSrFcnyWuXPnak8//bRWvnx57dSpU6mux9p2bNmypVaiRAn1eXXYJmPHjlX/XrZsmfp8J06cMD2+Z88e9d7//vuvqvO6detqffv2NXsv1I1xX0J9zp49O8X+hNfCyy+/rDVp0sSsLtLywQcfaPny5dP69++vFSxYULt06ZLN56LOUeY8efJoM2bM0LZu3aq98sorqn4PHjxo93tevHhRrWfXrl2mZfic2LZGlsvSc4xiH3r//ffN1vvtt9+qz2qL5feL0bBhw9S+C/heMpbH0oABA0zP1b+DsK1wTOm3jz/+WD02YcIE7f7779fi4+NtlmvhwoWar6+v2X6W2m8BeQbU15kzZ2zWG2UvaAN9vv1zrcY3NczaRrW/q63N2j1Li0+yfYx7gj+P/alVnlVZ3Yzl15fhcU8s07W4a9qiI4u0wasGq21tq42K53f7rZs2fed07ci1I9nyGE8tZjByeNIBzorj7CbgzDnaUOhpwFlPnKmkrAlnkdGLg2FB6OHBEDn03BjhjDweQ48BehTSgrPLGOKjQ6+ZZW8SztQbzxZh+JDlcywZX4N1gv4aDJPC2Wsjy/uWcPYbvSP6vDjc9F5f45AuHd4DQ6kw/EqHXhwM4zOuEz0QGBpmXG90dLTZOjFsUZ8LY882wvbEOlFPOgyvM26Dffv2Sd26dc16R9FriPIggQHeHz1c6JHRoefO2DuJ3jAM/0NPk7H86FXSy49eLBzzWDd6OGwNL7QFPZK2MrZiSB72N3zfYPhkWiy3I7YJEkEYe0uwzLiNkEgGNx2ej+F8eEx/jnEbAbarsbcJ2wLD5YzbCNtE30Z6pkJsW2yvZcuWpflZMPcJ2x29bxi2iPq2BT1+8MILL6jhrOitQ+8O3i+1IY+HDh1SPePo9cPQTWw/QG+rM6R2jOLYwBBI4zZD7yJ652JjY8UZGYGt9fDbgl5j9HCiJxp/0YsH+K7DPopthPLh985yiCV6wlEHGOpLRJ5nw9kN8sSvT8jk7ZPlTvJ/xymG9S1st1B6VOyhRhN5MgybxPDJyNDIdA+rdEeZkEESwyYnNJogazuvlWnNpqlhk5avQW/b9ovbZdLWSfL4gselzfw2MmHzBNl6fqvqlfMmDg9fvH79umnoFYYKIR0whiBhuA1+3ChrQmP/zz//VMO80HBEwgA9m5s+9K906dKqgYjGHuobw/ZSY/k4Gk56I9KR56S2Xr0xltZrUoNgBfOa9HkpRulNYoB1ojFqnIOlQ8M/o9vI2dvAWvmxT2AOkTGwBn2IIoZ7tmzZUiVTwD6DuVIYsmZvFk5k7LMM/HUYsodhZpiviqF5aUlrG+nLnL2NACcwLIM3fZshcEcgjqGVSFKB4akYQoehurYgeMEQV6wDwROGC9qiBzwIKI0wJDS1AAv7O+ZaoewYmortUqlSJRWsO0Nq+ye2G+aQYQi0pfRcVgXBs/4dhWBWX4YA1dpz9ecY90OcVNETfejlRcCOEzCoN3w3Yp7ihx9+qE5M6J8P1+fEUNWMZLkkIufD0MMPN38of0Sbz7cuFl5MXq/zutQvXD9LbXYEOUiY4UkZuR0pU6BfoNrmuL1R5w3Ze2Wvmtu36uQqOXj1YIp5aLP2zFI3zM/D8EbMkcNwx9CA/7LnZkcOB2X4ocJkaQRmCMr0Sc5oXPE6ZdbhLMyWblvs2r44K/DYgsfUWF1bcCZiUbtFDs0pswcaI+j1wA1zTNBow9lh/XIIaLxg7gaST6BxiXkyaQVmmQ09BEhCop/tBtxPDRrOmD+C3gLLzGtqPqAhOYn+HjhjjrPqNWrcHYOOOXPGAAPrxBwUrE/vhcgsaJDj8xh7EDCfBz1JRYoUUccu6g0BN+Y5AcqOQADz+QANWvSUIUDQe8ZtfR9gzhBuyP6HRr69QRneA9sI723sZYS2bduqwAHXLkNw4uyU+dhG+vwuvbcMc5HQ668HOHgOtpFxX0JmP2PPGwIazF1LLXBETxR6lnHDXDcEWWjM6ye3LGH+FXpC0QOHHhoEcbbm3WHfQhksE2mgLjHXyhpkLsTzUVd63WJ+X2bBsYH3T22OoL0wXxK/Q9j3AHMi0cuN3kLsM8aeUvTQIcCylWjFGgRb2A9xw5xDrBu9yHovOZKMWAv+iMg9MI9pzoE5MnnbZLmVcMtsjlPnkp2lf53+EhKQNU+ioM1XK6qWZPUyoV1SMW9Fdetfrb+cvnlaVp9crYI0XJjbmInS2jw0BGgNiza0OQ8N7ejN5zbLkXNHpLRWWmpG1cwyWR8dDsqQBQ4NEJwtR6MdDXTAMCPjkCoy3wFxlsAufqKy3OjXnDBOotTTsiItvrO/VND4RFKLFi1aqMQPuI/seJaNQTyGRB/IRojhTwjK7U0hnRkQEKAhi8xvSHyAxBgYVmdMzmAJjS00UPF5kFADjWUEWfhsWG4JDTM0lJGc4LPPPlMBDoacoQGnB0F4HEPdkIESCVFwdv7MmTOqVwkJFVA+V8EZfWSBxLZAsg40gDG8EME1Gqk4dtHgR882ej5Rp+gVNTZgUV4c5whI0PuFhif2B+wjGJqGnlJ8F6Dhj+cisMIQUFvBgzVYJwJ9BIxIamEJ2wlDZZHEBPsYAhpnQf3g+wqfEdsKQTa2G4JS1A0CcQw3xJBA3MeJCiThwPWvjPsSenzwPCRyQbCFYWybN29W2wPbe+LEiao3C58V23fu3Lmq99XYW2qEpCI46YV9FsEi9heUEcGgtevkYX9DPaJ+MQQZQQkSwyBYsdUbhwAY9Y5MpygbetSQuTGz4IQP6hsnBFCn2C4ImBDgpDYEHnWEIN4yJT4+sz5KA9vjq6++Uj2tGMWBYA3bG99nOEZxTBqzqKZm1qxZ6sQEekExGuS7775Tx7jxcgBIWoLvTCJyvx0Xd8h7G96T/Vf2my1H78yIWiMkMDZQNezJsxTOUVi6lu+qbrg8wLrT61QPGv4aA+s7SXdk9anV6uaz3keq5K+iArQmRZtIyYiS6vs/xeWkdnn25aQsOdyaRsMFc3Rwhhk/fHpDDg0Vzilz7lhda9cpG1Z7mEt2LJzNR2CNBqp+sVU0xq2dbUcjB4EZAnI0GJHpzFOgPOi5QHY4pBhHjx7m9WC+iC3oaUBggIxsaGChYY3Pj0Y29m9rQ96Q1RCBzcMPP6y2B86+o8Gu9xbjywHp4RHsoGGPgAbPw/P1OWCugjlYeG80VNFQR5CJsuJitzoMw9KHbaIHDQ1WDE22zLSKYxqPIaMjAqgHH3zQFEChwYqAFvPUsP9ge1mmG08NesCwbRDsWAvKAI12bH8EZqgLa0Pe0gP1g8yTCFxRJ1g3yo9huzr0bGFfQqCOfQmNfGS+xJBKHYZwosGO7YntjaFsCPb0hj+2LYJyDEPE561Vq5aqG2vXEEMghXUgqNB775BFFEHwyJEjrQ6vBbwXyod5eOiBQ51juB2GG1uD98YJBwSTGLKInl/MCdZPsLkahrwioybmleEz4aQGTnRgW6YGxxeCSGxHBMHo0UTQZXnxaJyMQRCLgBnfX8gkiwAQ2TDx/NQuFWCEwBmZFRFcY19HvSKtvj7HD8cEhnsjWCMi98F1vzAf6edDP5st1xvjSA2PkSOWlxkizxMRFCGtS7VWt4SkBJV5cuXJlaonzVh/6LBAEI7bx1s/luI5i0vJnCVVwGZJv5yUu+bfOcIH2T7cXYisCIELGgZoyKJBaoQGEuaRYJ5DRoZ0ogvWk8YPZ1U4eYCACL0ujtKHLxrnmliDwAQNaQyPQsIUsg96PpAQBun4jT0Q7mRvnVP2kZ46x0kc9Igar61oyVm/BeRcONGDaxLiBFlGL7JO7pOsJcvCwwtl4paJ6mLMOn8ff+leobu65pY+B4l1nvW/o/dd2ad60DDM8cBV8yH7adEvHbDkiSVuaUenFjNkqKcMZwwxrAPDmDDfxLIXAT0olH3HD3s6ZG+bNm2aOhuPM+pIFqFP1Hcm7OfoacLZc2SNQ28K5veg14Xsh2AZPUMYQucpQRmRPTDsV59vS0SZ68CVA2qoIrL2GeHkNa45ViZ3GVZJNuLj4yMV8lZQN1zc+szNM3cDtJOrZMu5LZKomWfGtYSetXOx51RHhye3qx0OygYOHKiCMswpwdAXnkkmT6IPG8TFc3GWGkOzkPQCc4icCWfVccFlDG/DEDUMmcIwPE9LfJIVYN4dUVaDYb1ElLkwx2jq9qkye99ss4QQyNI3pOYQaVOqDdulXqBQjkKmeWgx8TEyZesU+eHAD2m+DiPPPJnDQRnmIiDr3qOPPuqaEhFlACbio2fM1dAThxsRERG5fvja0uNL5cONH8qF2xfMhqV1LNtRXq72spqPRN4nZ2BOaV6iuV1BGaYCZaugDBnAnJHKmIiIiIgoNceuH5P3/31f1p9db7YcQ9lGPjhSKuWrxA3o5apHVldzxpDUw5i13HJOGZ7nyXzTM2Tj448/VmctKHXcRkRE3ou/AUTpF5cYJ1O2TZEOv3YwC8jCA8LVBYhnPzqbARmZcjAg06bx8lE6/T6yl3t6sjyHe8pwkVFcj+iPP/5QWdMs59Dg4sLeDgkmID4+Xg2nIyIi70w8BJxrSuRYluk1p9ao3jFcWNgIc8YG1xxs88LB5L2aueFyUm4PynDtFlzUlVLZqP7+6tpFuDYVfoyZcjfrp8pG1lEmtfEOrHPv4+w6x/oQkCFDMX4z9RN1RO7kaZfZSXGhXxEVbBUMKyi7Lu0ye27piNLyxoNveHTmPHK/ZsWbSeOijWXzuc1y5NwRKR1VWmpG1fT4HjIdr1PmomsOoJcM16exduFhyjrQuEIdIrBmUOYdWOfex1V1joAMl33gd4dn8cZrVlkLgPSLK7ujBwHlwQV9rc3/MQrxD1HXG+tevrsE+KU/u7E31rk3S/aw+nbZdcp06AU6cODuxduQdjx/fs/OaJLZkBClTJkyKjijrH1gX7p0SfLly+cRBza5Huvc+7iizjFKgj1k5AlsBUBIioDlGPLlrMAMJziQqj4hOUESkxNT3BK0BLmTdEfe3fBumgFZk6JNVNBYMEdBp5SNyNM5HJTdunVLXn75Zfnmm29MvUD44XnmmWdk8uTJatge3YUf9+DgYG6OLAz7OBpXqEcGZd6Bde59WOeUnYcsoofMWgCkL3t93esqcLMWTKn7mkVgZS3g0v5b7izdKnRjQEZexeGgbPDgwfLXX3/JokWLpH79+qbkHwMGDFCZGT/77DNXlJOIiIiIHOi1mn9ovtmQRWtuJ96W36J/87jt6ukX+iVye1D2888/y7x586RRo0amZbiQNLIMduzYkUEZERERkRuv6/VH9B/yx7E/JPp6tFvrwc/HTwJ8A8Tf1990Q4/c1birWf5Cv0RuD8qQUQoT5yxFRkaa0v8SERERUeY4d+ucLIleIr9H/y77ruxz+PVPl3taSucqnSKAMrvvk3KZ5fP15+nLrSW5wZDKlj+3zPIX+iVye1BWt25deeutt9ScMn2+1O3bt2X06NHqMSIiIiJyLfQ2LTu2TAViSHVvjR/+8/OT+CTrScf0AOi1Wq9lWtpw/UK/SDKC9zcGZlnpQr9Ebg/KPv74Y2nZsqUUKVJEqlatqpbt2LFDBWhLly51egGJiIiISORm/E1ZeXKlCsQ2nNmghgJaQmCDazO1KtlKmhdrLpvPb1YBEHhKAJQdLvRL5PagrFKlSnLo0CH5/vvvZf/+/WpZly5dpGvXrmpeGRERERE5B1LIrzm1Rs0Tw1/ct9o+y1tJBWItS7SUAmEFPD4A0i/060kXtCZyp3Rdpwxp7/v06eP80hARERF5OaSW33B2gwrEVpxYIbcSbll9XumI0ioQw61YzmJZLgDC+9eKquXWMhBl2aBs7NixKtFHr169zJbPmDFDXVB62LBhziwfERERUbaXrCXLtgvbVCCGuWJX71jPUFg4R2F5pMQjKhC7P/f9VpNpWMMAiCibBWWff/65zJ49O8XyihUrSufOnbNUUPbRRx/JzJkz1Rfa8OHDpVu3bu4uEhEREXnRtcSQLRGB2JJjS1QWRWvyBudVwxIRiFXNX9XuQIyIsnFQdu7cOSlYsGCK5fnz55ezZ89KVrFr1y4VXG7ZskV9KTZu3Fgee+wxyZUrl7uLRkRERFkUUr6nNUwQ1w9T1xKL/kOOxRyzup7wgHA17PDRUo9KrQK13D7UkIg8LCgrWrSo/P3331KyZEmz5VhWqFAhySr27dunUvjraf2RSXLJkiWqt4+IiIjIUcuPL7eaUAMp4Cvlq2QKxGxdSyzEP0QaFWmkesTqF64vgX6BrAQiL+FwUIYEH6+88ookJCRIkyZN1LIVK1bIa6+9JkOGDHFawdasWSMffvih6slCD9z8+fOlXbt2Zs+ZOnWqeg567xBUTZ48WWrXrm13FklcW+3atWuqp2z16tVy//33O638RERE5F0BGVLPW14QGQHaoNWDbL4OF1luUKiBCsQaFW0koQGhmVBaIsryQdnQoUPl8uXL0rdvX4mPv3sxQvQ2YS7ZiBEjnFawW7duqUALCUU6dOiQ4vE5c+bI4MGDZdq0aVKnTh2ZNGmSun7agQMHJDIyUj3ngQcekMTExBSvXbZsmVSoUEEGDBigAsuIiAh58MEH1QUWbblz54666WJiYtTf5ORkdaPsSa9b1rH3YJ17H9a5d3FFfWPIInrILAMyW3CNMGQdbFWilTQt1lQigiJSlI+ch8e4d0n2sLabveXw0dBNlA43b95UQwBxbbIyZcpIUFCQuAomtFr2lCEQq1WrlkyZMsX0gTG08uWXX1ZJOxz13HPPSfv27aV169ZWH3/77bdVz5olBIHh4eEOvx8RERFlbZfjLsu+6/tkzbk1svr86jSfXzSsqDxW5DF5OOphyRuUN1PKSETudePGDSlbtqxcv35dcubM6dzrlAGGDF65ckUefvhhFZAhtsusbEDoocOwRmPPnK+vrzRr1kzWr19v93ouXLigetUQWG3cuFH1utmC90LPnLGnDEEgXp/aBqasDcE+LvWARDbYxyj7Y517H9a5d0lvfcclxqm5YLsu7VK3nRd3yrlY69kSbelXrZ8apkiZi8e4d0n2sLYbOrDs4XBQhqGLHTt2lFWrVqkg7NChQ1KqVCnp3bu35M6dWyZMmCCudunSJUlKSlLXSzPC/f3799u9nscff1xFrWFhYSo1vr+/7c2BwNNabyAq2xMqnFyL9ex9WOfeh3WesYyC2am+caL55I2TsuPiDlMAduDKAUnUUk6JcERkWCTbDG7EY9y7+HpIG93eMjgclA0aNEgCAgLkxIkTUr58edPyTp06qZ6kzAjKnMWRXjUiIiJvlFpGQaRszw5uxN8wBV/632t3rqX5Ol8fX3UB50p5K8my48skJv7ufHNrc8iwzRDMEhE5JShDkoylS5dKkSJFzJZjXtnx48clM+TLl08l5Th//r8fCMD9qKioTCkDERFRdu+VspVR8ELsBbV8YqOJbg3M0rOt8JqjN47K2utrZdflXbLr4i45ev2oXUk68oXkUxdvrpyvslTJX0Uq5q1oypaIFPbYJmBcFwIyGFZ7WJbvXSQiDwrKkBUxNDRlulbML3Nlsg+jwMBAqVGjhkrFryf/wPhR3O/fv3+mlIGIiCi79kohcIlNiJX3/33farCiL0NZGxdt7JZgw95tden2JdXzpW6XdsruS7vlduLtNNcf6BsoFfJWUMFX5fyVpWq+qhIVFmVz/jzeE0GqtTIhIMsuvYpE5CFB2UMPPSTffPONvPvuu+o+vpwQEH3wwQfSuHFjpxUM2R0PHz5suh8dHS3bt2+XPHnySLFixdRQyR49ekjNmjXVtcmQEh8BY8+ePZ1WBiIiIk+5ztXbdd+W2gVry53EO3In6e4tLinu7v3kO2bLTbfEu8+JT4r/77mG16rliXEpXmPv3CmUreZ3NSU8MFz1GKmbf6iEBYSpv2b3A6wvN1sWECrBfsFpJg5La1u1K91OfT4EYmdunbHrsxQNL3o3AMtXWfWGlc1dVgL8AsQRCLwQpHpKTycRZeOgDMFX06ZNZfPmzSoLIi4avWfPHtVT9vfffzutYFi/McjTMx8iEJs1a5aaw4bMKqNGjVKZIHFNsiVLlqRI/kFEROTp4hLi5N0N76Y6hO7t9W+LJ0IAd/XOVXVzBszTshrQ+YdJSECIWvZH9B+pbqsFRxak+h6hfqEqAKsSWUWq5LvbE5YnOI9Tyo8ADNcgIyJyaVBWqVIlOXjwoLo+GK7PhR4tXNy5X79+UrBgQXGWRo0aqexHqcFQRQ5XJCKirAS/badvnjYllMCQur2X9mY4s192kawly82Em+rmDJjTdV/u+1TwhUAMSTlC40KlUFQhj8jMRkTkcFCWkJAgjzzyiLqe1xtvvMEtSERElIab8Tdl9+XddzP7XdylgrArcVfStd1C/EMkPCBcgvyDJMjvv1uwf7AE+gWqoX/6X+NzTMv9g22+zrTc/+7z/Xz8pPX81iqph7VeKQQ7kaGR8v2j36uhgpiDdivhlsQmxqp/46+6j+WJd/+aLdefZ3g8ITnBafvTIyUekSfvf1Iq5aukett0mHJhmSiMiChLBWVIhb9z507XlYaIiCgLQ4KMw9cOq8BLBWAXd9qd2c8eU5tOzdShcUiagblbCMCsZRTE4wXCnDdtICEpIc1g7sDVAzLv4Lw019WxbEcOIySi7Dt8sVu3bvLVV1/JuHHjXFMiIiKiLAK9SHrvFwKwPZf32JXZz9/XX8rnKW9KLFExX0V5bulzqfZKueM6V5mdURCJNSL8IiQiKCLVwHftqbUet62IiDI1KEtMTJQZM2bI8uXLVVr6sLD/hgTAxIkTM1QgIiKizIIG/uZzm+XIuSNSWistNaNq2syUh2Br3+V9ai7Yjos71N9zt87Z9T6FcxS+m1ji3rymcnnKqWGDjvRKues6V56WURDv66nbiogo04Ky3bt3S/Xqd88+IeGHUVopbImIiDxFiutc7frvOldNijWR4zHH/0vGcXGnHLp6yK5kHDkCcqh5THpqdfw7b0jeNF/nyde58rSMgp68rYiI0sNHSyvFIVkVExMjERERcv36dcmZMye3UjalTwjHpRaYpcs7sM69g63rXOmQAAPX77InfXuZXGVUSnW9F6xkREm1PCO9d57SK+Xp0rOteIx7H9a5d0n2sLabvTGDwz1lREREWSHQQNIIZDnE9bPU37i7fy/fviyz989ONfmGrYAsMiTybgCmzwXLW1FdQys790p5Mm4rIsouGJQREVHmDhOU/4YJOjLM7E7SHVNgleKvIfDSl2X0OlcBvgEq8NIDMPyNCovK0DqJiIisYVBGRESZPkwQmfMGrR4kox4cJRXyVZArt+8GVqkFXUiHnplG1xstbUq3ydT3JCIi78SgjIiIXDJc8cytM/LO+nesDhPUl72z4R2Xbn1cDDlPcB7JHZxb3fIE5VE9bsuOL0vztewVIyKizMKgjIiI0gXBzekbp+XEjRNy8sZJ0+3UjVNy+uZpSUhOcPqWDfEPkdxB9wKse8GWKegKyq2yHBofx/MtMwMjYNzx8w5e54qIiLJWUPbrr7/avcK2bdtmpDxERORBSTWu37mugixj0KXfbF2811EIooqEFzEFVgimzHq3DPcRZGUUr3NFRERZMihr166d2X2cdTRm0jeehUxKSnJm+YiIyIVJNZK1ZBW8WfZ06b1fMfExGUqUYU9v2YRGEzI92yCvc0VERFkuKEO+f93y5ctl2LBh8v7770vdunXVsvXr18ubb76plhERkWcm1Xi+yvOSNzivKfBSf2+eUsMQ0ysiKEKK5igqRcOLqt4u/NVv6N1q9Usrjx0miMCscdHGsvncZjly7oiUjiotNaNq8ppgRETk+XPKXnnlFZk2bZo0aNDAtKxly5YSGhoqzz//vOzbt8/ZZSQiIjuGLKKHLLWkGl/s/CJd2xGBkzHYKprzv3/nDLR9IUxADx0CRQRgxrLhPgyrPcytQZB+natiPsU85kKjRETkfRwOyo4cOSK5cuVKsRxXqj527JizykVERA7AHDLjkEVHhxkWzlHYPPC6dyscXlhlMEwvDhMkIiJyQVBWq1YtGTx4sHz77bfqrCKcP39ehg4dKrVr13Z0dURElEGYt7Xw8EK7nlspXyWpHVVbBVzFwoupv5GhkS7trdKHCTor+QgREZF4e1A2Y8YMad++vRQrVkyKFi2qlp08eVLKlCkjCxYscEUZiYjICiRcWnlipUzaOkmOxdg3UmFwjcGZnlTDOEyQiIiInBCU3XfffbJz5075888/Zf/+/WpZ+fLlpVmzZimuBUNERK6x4+IOmbh5oup9soe7k2oQERGRky8ejeCrRYsW8vDDD0tQUBCDMSKiTHIy5qTqGVt2fJnZcsz7alC4gaw4scJjk2oQERGRdQ6nmUJ6/HfffVcKFy4sOXLkkOjoaLV85MiR8tVXXzm6OiIissO1uGsyfuN4abuwrVlAhoCrbem2srj9YpnUeJL8r9H/1BwxI/SQTWw00ep1yoiIiCgL9pS999578vXXX8sHH3wgffr0MS2vVKmSTJo0SXr37u3sMhIReS1cQ+z7fd/L9J3T5UbCDbPH6hasK4NrDpZyecqZljGpBhERkRcEZd9884188cUX0rRpU3nxxRdNy6tWrWqaY0ZERBmTrCXLb0d/k8nbJsvZW2fNHiuTu4wMqTFE6heub/W1TKpBRESUzYOy06dPq2Qf1oY1JiQkOKtcRERe69+z/8qEzRNk35V9ZssjQyKlf7X+argi54YRERF5cVBWoUIFWbt2rRQvXtxs+bx586RatWrOLBsRkVc5fPWwTNwyUdaeXmu2PNQ/VHpX7i3dK3SXEP8Qt5WPiIiIPCQoGzVqlPTo0UP1mKF37JdffpEDBw6oYY2LFy92TSmJiLIxXFB56vapMv/wfDVsUefn4ydP3v+kvFT1JckbktetZSQiIiIPCsoef/xxWbRokbzzzjsSFhamgrTq1aurZc2bN3dNKYmIsqHYhFiZuWemfL3na7mdeNvssSZFm8grNV6RkhEl3VY+IiIi8uDrlD300EPq4tFEROS4xORE1Ss2ddtUuRx32eyxyvkqy5CaQ6RGgRrctERERF4iXUEZERE5TtM0WXNqjZo3dvT6UbPHiuQoIgNrDJSWxVuKj8/diz0TERGRd3A4KMudO7fVBgOWBQcHq8yMzz77rPTs2dNZZSQiyvL2XNojE7ZMkE3nNpktzxmYU16s+qJ0KttJAv0C3VY+IiIiymKJPsaMGSOtWrWS2rVrq2UbN26UJUuWSL9+/SQ6OlpeeuklSUxMNLu4NBGRNzp987R8vPVj+SP6D7PlAb4B0rV8V3mu8nMSERThtvIRERFRFgzK1q1bJ++9957ZhaPh888/l2XLlsnPP/8sVapUkU8++YRBGRFle0nJSbL1wlaVQTF/aH6pHlldXUPs+p3rMn3XdPl+3/eSkGx+DcdHSz4qA6oPkMI5Crut3ERERJSFg7KlS5fK+PHjUyxv2rSpDBkyRP370UcfleHDhzunhEREHmr58eUybuM4OR973rQsMjRS6hasK6tOrpKY+Biz59eKqiVDagyRivkquqG0RERE5Kl8HX1Bnjx5VPp7S1iGx+DWrVsSHh7unBISEXloQDZ49WCzgAwuxF6QhUcWmgVkpSJKyZQmU+SrFl8xICMiIqKM95SNHDlSzRlbtWqVaU7Zpk2b5Pfff5dp06ap+0iX37BhQ0dXTUSUZYYsoodMEy3V5+UJyiP9q/eX9ve1F39fJrslIiIi6xxuJSB5R4UKFWTKlCnyyy+/qGVly5aVv/76S+rVq6fu68MYiYiyI8whs+whs+a9Bu/JQ0UeypQyERERUdaVrlO39evXVzciIm9kmdbelhvxN1xeFiIiIsr6MjSeJi4uTuLj482W5cyZM6NlIiLy2GDs8x2fy7/n/rXr+cjGSEREROT0RB+xsbHSv39/iYyMlLCwMHUxaePNE7Vv316V7cknn3ToMSIiTdNkw9kN8uySZ6XX0l52BWQ+4iNRoVEqPT4RERGR04OyoUOHysqVK+Wzzz6ToKAgmT59uowePVoKFSok33zzjXiigQMH2ixbao8RkXcHY+tOr5Puf3SXPsv6yJbzW8wer5S3kikAM9LvD6s9TF2vjIiIiMjpwxeR+h5BTKNGjaRnz57y0EMPyX333SfFixeX77//Xrp27SqeBmVdvXq1w48RkZf2jF3cIHO2zJE9l/ekeLx58ebyQpUXpGyeslavU1YgtIAKyJoVb5bJJSciIiKvCcquXLkipUqVMs0fw31o0KCBSpXvqDVr1siHH34oW7ZskbNnz8r8+fOlXbt2Zs+ZOnWqes65c+ekatWqMnnyZFM6fiIiZ0jWktUFn6ftmCb7r+xP0fv1SIlHpE+VPlImdxnTcgRejYs2VtkYL8ZeVHPIMGSRPWRERETk0qAMAVl0dLQUK1ZMypUrJz/99JMKkNCDlitXLkdXpy40jUCrV69e0qFDhxSPz5kzRwYPHqyugVanTh2ZNGmStGzZUg4cOKDmtcEDDzwgiYmJKV67bNkyNazSGe7cuaNuupiYuxeGTU5OVjfKnvS6ZR1n72BsxYkV8sWuL+Tg1YNmj/n6+MqjJR+V5yo9JyUjSt59vsXxjoCtRmQN83XyOyFL4XHuXVjf3od17l2SPaztZm85HA7KMGRxx44d6uLQw4cPlzZt2qhrliUkJMjEiRMdLmirVq3UzRasE9dGw/sCgrPffvtNZsyYod4ftm/fLq42duxYNXfO0oULF+T27dsuf39yr4sXL7IKspkkLUnWnFsjs4/OluO3jqcIxpoXbC6dS3WWwqGFReJEzselfV0yytp4nHsX1rf3YZ17l4se0na7ceOGa4KyQYMGmf7drFkz2b9/vxp6iHllVapUEWdCun2se8SIEaZlvr6+6n3Xr18vmQllQI+dsaesaNGiqreOlwHIvnB2Awd1/vz51b5HWV9icqL8cewPmb5ruhyLOWb2mL+vv7Qt1VYej3pcqhSvwjr3EjzOvQvr2/uwzr1Lsoe13UJCQpwflKE37JFHHlG9VWXK3J1XgQQfuLnCpUuXJCkpSQoUKGC2HPcRDNoLQRx69zBUskiRIjJ37lypW7dumo8ZIdMkbpZQ2Z5Q4eRarOesLyE5QRYfWSxf7vpSTt44afZYgG+AdCjTQXpV6qVS2Z8/f5517oV4nHsX1rf3YZ17F18PaaPbWwaHgrKAgADZuXOnZDXLly9P12NElPUlJCXIwiMLVc/Y6ZunzR4L8guSJ8o8IT0r9ZSosCiPGoNORERE3sPh4YvdunWTr776SsaNGyeuli9fPvHz81NnrY1wPyrqbgOKiMia+KR4mX9ovkzfPV3O3Tpn9liwX7B0LNtRnq34rMqYSERERJSlgjJkOUSSDfQw1ahRQ8LCwsweT0+yD1sCAwPVe6xYscKUJh9nsXG/f//+TnsfIso+4hLj5OdDP8uM3TPkQuwFs8dC/EOkc7nO0qNCD8kbktdtZSQiIiLKUFC2e/duqV69uvr3wYPm6aN9fHwcXZ3cvHlTDh8+bLqPdPvIppgnTx6Vdh/JNXr06CE1a9ZUqfeREh/zv/RsjEREEJsQK3MPzpVZe2bJpduXzDZKWECYPF3uaeleobvkDs7NDUZERERZOyhbtWqVUwuwefNmady4sem+nuEQgdisWbOkU6dOKoPKqFGj1MWjcU2yJUuWpEj+QUTZW1JyktWLNCMY+/HAj/L1nq/lStzdi9nrwgPCpWuFrtKtfDeJCIpwW9mJiIiInBqU6dC7deTIEXn44YdVqkdN09LVU9aoUSP12tRgqCKHKxJ5r+XHl8u4jePkfOx/80sjQyKlZlRN+efMP3LtzjWz5+cMzKl6xZ4u/7T6NxEREVG2CsouX74sHTt2VD1mCMIOHTokpUqVkt69e0vu3LllwoQJrikpEXltQDZ49WDRxPzkzYXbF+T36N/NluUKyiU9KvaQzmU7S47AHJlcUiIiIqL08U3PxaORGv/EiRMSGhpqWo5hhhhWSETkzCGL6CGzDMgs5Q7KLUNqDJGlTyyV5yo/x4CMiIiIsndP2bJly2Tp0qXqQstGuJj08ePHnVk2IvJymENmHLJoy/sPvS8NCjfIlDIRERERub2nDJkPjT1kuitXrkhQUJCzykVEXm77he3y0aaP7HpuzJ0Yl5eHiIiIyGOCsoceeki++eYb033MK8O1wz744AOzLIpEROkZrrji+Arp9ns36f5Hd9l7Za9dr+MFoImIiMirhi8i+GratKlKZR8fHy+vvfaa7NmzR/WU/f33364pJRFl+ws+/3rkV/lm7zdyPMb+YdA+4iMFQguo9PhEREREXhOUVapUSV00esqUKRIeHq4u/tyhQwfp16+fFCxY0DWlJKJs6VrcNXWNsR/2/5DiGmMIuJoUayIV81aUydsmq2XGhB94HIbVHqauV0ZERETkVdcpi4iIkDfeeMP5pSEir3Dyxkn5du+3suDwArmdeNvssSC/IHm89OPqOmMlIkqoZSUjSqa4Thl6yBCQNSveLNPLT0REROTWoOy+++6Tbt26SdeuXVXGRSIie+2+tFtm7p4py08sl2QtOcU1xjqX66yuMZY3JK/ZYwi8GhdtrLIxXoy9qOaQYcgie8iIiIjIK4MyDFOcPXu2vPPOO1KjRg0VoOEaZVFRUa4pIRFlaQi+1p1ep4Kxzec3p3i8SI4i8kzFZ6Tdfe0kxD/E5noQgNWKquXi0hIRERFlkYtHb9q0Sfbv3y+PPvqoTJ06VYoWLSotWrQwy8pIRN4tPile5h+aLx0WdpB+K/qlCMgq5a0kHzX8SBa3XyxdynVJNSAjIiIiys4cDsp0999/v4wePVol/Vi7dq1cvHhRevbs6dzSEVGWExMfI9N3TZdHfn5ERv0zSo5cP2L2eMMiDWVmy5kyu/VsaVmiJYcgEhERkddLV6IP3caNG9VQxjlz5khMTIw89dRTXr9BibzV2Ztn5dt938rPB3+W2MRYs8cCfAPksVKPSY+KPaR0rtJuKyMRERFRtgjK0DP2/fffyw8//CDR0dHSpEkTGT9+vEqLnyNHDteUkog81v4r+2XWnlmyJHqJJGlJZo+FB4RLx7IdpWv5rrzAMxEREZGzgrJy5cpJrVq1VMKPzp07S4ECBRxdBRFlcZqmyfoz62Xmnpmy4eyGFI9HhUVJ9/Ld5Yn7n5CwgDC3lJGIiIgo2wZlBw4cYCp8omwuKTnJavr5hOQE1SP29Z6v5cDVAyleVzZ3WXm20rNqrhiGLBIRERGRC4IyXpuMKHtbfnx5igs1R4ZGyoMFH5SN5zbKuVvnUrymXqF68mzFZ9VzfHx8MrnERERERF4WlCUlJcn//vc/+emnn+TEiRMSHx9v9viVK1ecWT4iyuSAbPDqwaKJZrb8QuwF+fXIr2bL/H385ZGSj6hgrGyesqwnIiIiosxKiY80+BMnTlQXjL5+/boMHjxYJfnw9fWVt99+O73lICIPGLKIHjLLgMxSiF+IPFPhGfnjiT9k7ENjGZARERERZXZPGTIvfvnll9K6dWsVhHXp0kVKly4tVapUkQ0bNsiAAQMyWiYicgPMITMOWbTlg4YfSKOijTKlTERERETewOGesnPnzknlypXVv5ECH71l8Nhjj8lvv/3m/BISUaZcY2zajml2PTc2wfwaZERERESUyUFZkSJF5OzZs+rf6CFbtmyZ+vemTZskKCgog8Uhosx0/tZ5GbNhjLSe31ol8bAHsjESERERkRuHL7Zv315WrFghderUkZdfflm6desmX331lUr6MWjQICcWjYhc5dLtS/LVrq/kpwM/SXyyebIeW3zERwqEFlDp8YmIiIjIjUHZuHHjTP9Gso9ixYrJ+vXrVar8Nm3aOLFoRORsV+OuyszdM+WH/T9IXFKc2WP35bpPGhRuoK5BBsaEHwjIYFjtYep6ZURERETkxqDMUt26ddWNiDzX9TvXVbD1/b7vJTbRfE5YiZwl5KWqL6kLPiPgqpq/aorrlKGHDAFZs+LN3FB6IiIiouwtQ0FZzpw5Zfv27VKqVCnnlYiInCYmPka+2/udfLv3W7mZcNPssSI5ishLD7wkj5Z8VPx9//sqQODVuGhjlY3xYuxFNYcMQxbZQ0ZERETkgUGZpqV+PSMico9bCbdUr9isPbPkRvwNs8cKhRWSF6q+IG1Kt5EA3wCrr0cAViuqViaVloiIiMi7ZXj4IhF5DqSr//HAj2re2LU718wewxDE56s8L+3vay8BftaDMSIiIiLKYkEZMi9iCCMRuVdcYpzKpPjV7q/kStwVs8fyh+SX5yo/J0/c/4QE+fGyFURERETZKij77LPPnFcSInJYfFK8zDs4T6bvmi4Xb180eyxPcB7pXam3dCzbUYL9g7l1iYiIiLJTUIbrlOF24cIFSU5ONntsxowZziobEdmQkJQg8w/Ply92fmGWJREigiKkZ8We0qVcFwkNCOU2JCIiIspuQdno0aPlnXfekZo1a0rBggXFx+fu9YuIyPUSkxNl0ZFF8vnOz+X0zdNmj4UHhkuPCj2ka/mukiMwB6uDiIiIKLsGZdOmTZNZs2ZJ9+7dXVMiIkohKTlJfo/+XabtmCYnbpwweywsIEy6V+iubjkDOceTiIiIKNsHZfHx8VKvXj3XlIaIzCRrybLs2DL5dMenEn092uyxEP8Q1Sv2bMVn1ZBFIiIiIvKSoOy5556T2bNny8iRI11TIiIv6wGzdpFmBGMrT6yUqdunyuFrh81eE+wXLJ3LdZaelXqqZB5ERERE5GVBWVxcnHzxxReyfPlyqVKligQEmF/vaOLEic4sH1G2tfz4chm3cZxZog5cS+yxUo/J32f+lv1X9ps9P9A3UGVS7F25t+QLyeeGEhMRERGRRwRlO3fulAceeED9e/fu3WaPMekHkf0B2eDVg0UTzWw5AjRca8zsIPX1lyfKPCF9KveRAmEFuImJiIiIvD0oW7VqlWQ17du3l9WrV0vTpk1l3rx5puXXrl2TZs2aSWJioroNHDhQ+vTp49aykncMWUQPmWVAZslP/KRdmXbyQpUXpGCOgplWPiIiIiLKQhePPnXqlPpbpEgR8WQItnr16iVff/212fLw8HBZs2aNhIaGyq1bt6RSpUrSoUMHyZs3r9vKStkf5pBZXlvMmjEPjZHWpVpnSpmIiIiIyH18HX0BLhaN65RFRERI8eLF1S1Xrlzy7rvvpriQtKdo1KiRCsAs+fn5qYAM7ty5I5qmqRuRqxy9flS+3PmlXc/1EV4DkIiIiMgbOByUvfHGGzJlyhQZN26cbNu2Td3ef/99mTx5croyMqKnqk2bNlKoUCE1J23BggUpnjN16lQpUaKEBAcHS506dWTjxo3iLBjCWLVqVdXbN3ToUMmXjwkUyLmQSfGvk3/JC3++II8veFzWn11v1+uQjZGIiIiIsj+Hhy9iCOD06dOlbdu2pmXIwli4cGHp27evjBkzxqH1YdgggiIML8TQQUtz5syRwYMHq4tWIyCbNGmStGzZUg4cOCCRkZHqOUg8gjlhlpYtW6aCvdSgl2/Hjh1y/vx59f5PPvmkFCjAZAqUcTHxMTL/0Hz5cf+Pcurm3aG+9vaQIQsj0uMTERERUfbncFB25coVKVeuXIrlWIbHHNWqVSt1swUp9pF8o2fPnuo+grPffvtNZsyYIcOHD1fLtm/fLhmFQAzB4dq1a1VgZgnDG3HTxcTEqL8YsumpwzYp4/S6daSOj1w7Ij8c+EEWHVkkcUlxKR6vWaCmVMxbUb7e+7UKwIwJP/Qhi0NrDVX/5r6VNeqcsjbWuXdhfXsf1rl3Sfaw33F7y+FwUIbABcMXP/nkE7PlWIbHnCk+Pl62bNkiI0aMMC3z9fVVGRPXr7dvCFhq0DuGOWWYb3b9+nU1lPKll16y+tyxY8fK6NGjUyy/cOGC3L59O8NlIc928eLFVB9P0pLk34v/ysITC2XblW0pHg/yDZImBZvI48Uel1LhpdSy4gHF5dP9n8qlO5dMz8sXlE9eKveSVA6qrPZP8tw6p+yHde5dWN/eh3XuXS56yO/4jRs3XBOUffDBB9K6dWt18ei6deuqZQiQTp48Kb///rs406VLlyQpKSnFcELc37/f/MK6qUEQhyGKGCqJuWNz585VZT9+/Lg8//zzpgQfL7/8slSuXNnqOhAYYhilsaesaNGiaghlzpw5M/ApyZPh7AYO6vz586sTApZi7sTI/MPz5ccDP8qZW2dSPF4orJB0LttZ2t3XTiKCIswee6LAE9KuUjuVjfHS7UvqgtAYsujn6+fSz0QZq3PKfljn3oX17X1Y594l2cN+x0NCQlwTlDVs2FAOHjyokm/ogRHmYmE+WVrzt9wFAaQ1tWvXtnvoY1BQkLpZQmV7QoWTa1nW88GrB2X2vtny29HfrA5RrFOwjjxd7mlpWKRhqkEW1lmnUB2XlZvSj8e292GdexfWt/dhnXsXXw9po9tbhnRdpwzBl6MJPdIDmRCRtt5yGBfuR0VFufz9iYwSkxNl9cnVMnv/bNl0blOKjRPiHyJtSrWRLuW6yH257+PGIyIiIiLnBWU7d+5UF1ZGpId/pwaZGJ0lMDBQatSoIStWrJB27dqZuiRxv3///k57H6K0sij+tvs3+engT3L21tkUjxfJUUQFYu3KtJOcgRzKSkREREQuCMqQcv7cuXNq/hT+jeuJWbvIMpZjDpgjbt68KYcPHzbdj46OVkMK8+TJI8WKFVPzuHr06CE1a9ZUww2REh9zw/RsjESusv/Kfvl+7/fye/TvEp8cn+LxeoXqqSGKDQo34DwwIiIiInJtUIZACZPl9H870+bNm6Vx48am+3oyDQRis2bNkk6dOqnJeqNGjVKBIYLCJUuW8Fpi5LIhiitOrFDzxZCAw1Kof6i0Ld1WupTvIqUi7mZRJCIiIiJyeVBWvHhx07+RsbBevXri72/+Uly8+Z9//jF7rj0aNWpktdfNCEMVOVyRMiopOUkFWhdjL0r+0PxmmQ6vxF2Rnw/+LHMOzJHzsSlT0RcLLyZPl39aBWThgeGsDCIiIiJyGocTfaBX6+zZs2oooxGu84XHHB2+SJQZlh9fLuM2jjMLuAqEFpCu5bvK4WuHZUn0EqtDFBsUaiCPFHhEWldsLf5+6cqLQ0RERESUKodbmejVwtwxS5cvX5awsDBHV0eUKQHZ4NWDRRPzHlkEaBO3TEzx/LCAMHVdMVxfDD1kyPbp6+P+lKpERERE5OVBGa5FBgjInn32WbNrdqF3DFkZMayRyNOGLKKHzDIgs6ZEzhKmIYoIzPRsn0REREREHhGURUREmHrKwsPDza5OjdT1Dz74oPTp08c1pSRKp3Wn11mdI2ZpcPXB0qNSD/aIEREREZHnBmUzZ85Uf0uUKCGvvvoqhyqSx0pITpD1Z9bLr0d+lRXHV9j1mgJhBRiQEREREVHWmFP21ltvuaYkRBmAHty9V/bK4iOL1XXFkE3REcjGSERERETkDulKJzdv3jz56aef5MSJExIfb56xbuvWlNd2InKVc7fOyeKji1UwduT6EavP8fPxkyTNelZQH/FRWRiRHp+IiIiIyB0cTin3ySefSM+ePdXFm7dt2ya1a9eWvHnzytGjR6VVq1auKSWRwa2EW7Lw8EJ5bulz0mJeC/l468cpAjJcS+yp+5+Sb1t9Kx8+/KEKvvCfkX5/WO1hpuuVERERERF5fE/Zp59+Kl988YV06dJFZs2aJa+99pqUKlVKRo0aJVeuODZkjMiRLIobzm6QRUcXycoTK+V24u0Uz/H38ZcGRRqo7IkPF3lYgvz+yxA60Wei1euUISBrVrwZK4KIiIiIsk5QhiGLeup7ZGC8ceOG+nf37t1VBsYpU6Y4v5TktQ5cOSCLjixS88Qu3r5o9TmV81WWx0o9Jq1KtpLcwbmtPgeBV+OijWXrha1yMfaimkOGIYvsISMiIiKiLBeURUVFqR6x4sWLS7FixWTDhg1StWpViY6OVskWiDIKQROCMGRPPHj1oNXnFAwrqAKxx0o/JqUiStm1XgRgtaJqsYKIiIiIKGsHZU2aNJFff/1VqlWrpuaWDRo0SCX+2Lx5s+kC00SOwnBEDEtEr9j6s+slWUt50WZc0LlF8RbSpnQbqVGgBlPYExEREZF3BmWYT5acfLfB3K9fP5Xk459//pG2bdvKCy+84IoyUjaFwGvTuU0qEPvz+J8SmxhrNXNivUL1VCDWqGgjCfH/76LlREREREReGZSdOnVKihYtarrfuXNndcPQxZMnT6ohjURIzGFr/taRa0dUIPZb9G8qpb015fOUV8MTHy31qOQLyccNSkRERETZlsNBWcmSJeXs2bMSGRlpthzzzPBYUpL160GR91h+fHmKTIf5Q/JLg8IN5MDVA7L38l6rr4sMiZTWpVtLm1JtpEzuMplYYiIiIiKiLBSUoUfMx8f8ek9w8+ZNCQ4Odla5KAsHZINXDxZNzJO+IHPi/MPzUzwfwxGbFWumhifWjqrNbIhERERE5HXsDsoGDx6s/iIgGzlypISGhpoeQ+/Yv//+Kw888IBrSkkeLSEpQU7eOKku4Dzq71EpAjJr6hasqwKxpsWaSmjAf/sSEREREZG3sTso27Ztm6mnbNeuXRIYGGh6DP9GWvxXX33VNaUkt0O9X7p9SY7FHJPo69Hq77Hrx9Tf0zdPW82WaMtHD38kLUu2dGl5iYiIiIiyXVC2atUq9Rdp8D/++GPJmTOnK8tFTkiokd7U9MdjjpsFXfiLZTcTbjqlXpI0zjskIiIiIkr3nLKZM2eaZWKEIkWKOLoaclFCjQKhBWR47eHSrHgzm69DrxayHiLYio6J/i/4ijlmMxtiWsIDwlWWRKwvLQgeiYiIiIgonUEZrlH23nvvyYQJE1RyDwgPD5chQ4bIG2+8Ib6+vo6ukpyYUONC7AW1fGKjiVKnYB1TwGUachhzTE7EnJA7SXccfk9/H38pEl5ESuQsISUiSpj9zROcRwV7LX9uqcpgbV6Zj/iooBG9eURERERElM6gDIHXV199JePGjZP69eurZevWrZO3335b4uLiZMyYMY6uktIxZBE9ZNYCH33ZkNVDJFnsn+dlhAALgVbJiJLqb/GcxVXwhYAswDfA5utwoWf00iEoRABmLB/uw7Daw5hhkYiIiIgoI0HZ119/LdOnT5e2bduallWpUkUKFy4sffv2ZVCWCTCHzDhk0Zq0ArJA30AplrOYKfAy9nzlDEz/fEEMm0QvnbVhlQjIUhtWSURERETkjRwOynCR6HLlyqVYjmV4jFwPST3shWBID7iMAVhUaJTLeqwQeDUu2tipCUiIiIiIiLIrh4MypL6fMmWKfPLJJ2bLsQyPkevZmyjj06afykNFHhJ3QABWK6qWW96biIiIiChbB2UffPCBtG7dWpYvXy5169ZVy9avXy8nT56U33//3RVlJAvodUIPWFoJNeoVqsdtR0RERETk4RxOldiwYUM5ePCgtG/fXq5du6ZuHTp0kAMHDshDD7mnV8bboBcKCTWMCTR0TKhBRERERJSNe8oSEhLkkUcekWnTpjGhh5sxoQYRERERkRcGZQEBAbJz507XlYYcwoQaREREREReOHyxW7du6jpl5Bn0hBqPlnpU/WWGQyIiIiKibJ7oIzExUWbMmKESfdSoUUPCwsLMHp84caIzy0dERERERJStORyU7d69W6pXr67+jYQfRj4+5kkniIiIiIiIyMlB2apVqxx9CRERERERETlrThkRERERERE5D4MyIiIiIiIiN2JQRkRERERE5EYMyoiIiIiIiNyIQRkREREREZEbMSgjIiIiIiJyIwZlREREREREWek6ZXSXpmnqb0xMDDdJNpacnCw3btyQkJAQ8fXlOQxvwDr3Pqxz78L69j6sc++S7GFtNz1W0GMHWxiUpRMqG4oWLZreVRARERERkZfEDhERETYf99HSCtvIZhR+5swZCQ8PFx8fH26lbApnNxB4nzx5UnLmzOnu4lAmYJ17H9a5d2F9ex/WuXeJ8bC2G0ItBGSFChVKteeOPWXphI1apEiR9L6cshgc1J5wYFPmYZ17H9a5d2F9ex/WuXfJ6UFtt9R6yHTuH2hJRERERETkxRiUERERERERuRGDMqJUBAUFyVtvvaX+kndgnXsf1rl3YX17H9a5dwnKom03JvogIiIiIiJyI/aUERERERERuRGDMiIiIiIiIjdiUEZERERERORGDMqIiIiIiIjciEEZkYiMHTtWatWqJeHh4RIZGSnt2rWTAwcOmG2buLg46devn+TNm1dy5MghTzzxhJw/f57bLxsYN26c+Pj4yCuvvGJaxvrOfk6fPi3dunVTx3BISIhUrlxZNm/ebHpc0zQZNWqUFCxYUD3erFkzOXTokFvLTOmTlJQkI0eOlJIlS6q6LF26tLz77ruqjnWs76xtzZo10qZNGylUqJD6/l6wYIHZ4/bU75UrV6Rr167qAsO5cuWS3r17y82bNzP5k5Az6jwhIUGGDRumvtfDwsLUc5555hk5c+ZMlqlzBmVEIvLXX3+pgGvDhg3y559/qoO7RYsWcuvWLdP2GTRokCxatEjmzp2rno8DvUOHDtx+WdymTZvk888/lypVqpgtZ31nL1evXpX69etLQECA/PHHH7J3716ZMGGC5M6d2/ScDz74QD755BOZNm2a/Pvvv+qHvWXLlipAp6xl/Pjx8tlnn8mUKVNk37596j7qd/LkyabnsL6zNvw+V61aVaZOnWr1cXvqF43zPXv2qN/9xYsXq0b/888/n4mfgpxV57GxsbJ161Z1MgZ/f/nlF3VyvW3btmbP8+g614gohQsXLuB0qvbXX3+p+9euXdMCAgK0uXPnmp6zb98+9Zz169dzC2ZRN27c0MqUKaP9+eefWsOGDbWBAweq5azv7GfYsGFagwYNbD6enJysRUVFaR9++KFpGfaDoKAg7YcffsikUpKztG7dWuvVq5fZsg4dOmhdu3ZV/2Z9Zy/4LZ4/f77pvj31u3fvXvW6TZs2mZ7zxx9/aD4+Ptrp06cz+RNQRuvcmo0bN6rnHT9+PEvUOXvKiKy4fv26+psnTx71d8uWLar3DMMfdOXKlZNixYrJ+vXruQ2zKPSOtm7d2qxegfWd/fz6669Ss2ZNeeqpp9QQ5WrVqsmXX35pejw6OlrOnTtnti9ERERInTp1eIxnQfXq1ZMVK1bIwYMH1f0dO3bIunXrpFWrVuo+6zt7s6d+8RfD1/C9oMPzfX19Vc8aZY+2nI+Pj6rnrFDn/u4uAJGnSU5OVnOLMNSpUqVKahm+3AMDA00Htq5AgQLqMcp6fvzxRzXEAcMXLbG+s5+jR4+q4WyDBw+W119/XdX7gAED1HHdo0cP03GMY9qIx3jWNHz4cImJiVEnz/z8/NQcszFjxqihS8D6zt7sqV/8xQkaI39/f3Uylr/rWV9cXJyaY9alSxc1fywr1DmDMiIrvSe7d+9WZ1Upezp58qQMHDhQjSkPDg52d3Eok0624Ozo+++/r+6jpwzHOeabICij7OWnn36S77//XmbPni0VK1aU7du3q5NtmPzP+ibK3hISEqRjx44q2QtOxmUVHL5IZNC/f3818XPVqlVSpEgR0/KoqCiJj4+Xa9eumW0vZF/EY5S1YHjihQsXpHr16uosGW5I3oJJ4fg3zqayvrMXZGCrUKGC2bLy5cvLiRMn1L/149gyoyqP8axp6NChqresc+fOKhtb9+7dVfIeZNoF1nf2Zk/94i9+B4wSExNVdj7+rmf9gOz48ePqxKveS5YV6pxBGdG91LkIyObPny8rV65UaZSNatSoobK2YY6CDll90KCrW7cut2EW07RpU9m1a5c6e67f0IuCoU36v1nf2QuGI1te5gLzjYoXL67+jWMeP8rGYxzD3zDPgMd41oNMbJgnYoRhjOgxBdZ39mZP/eIvTrTiJJ0Ov//YRzD3jLJuQHbo0CFZvny5uvyJkcfXubszjRB5gpdeekmLiIjQVq9erZ09e9Z0i42NNT3nxRdf1IoVK6atXLlS27x5s1a3bl11o+zBmH0RWN/ZC7Jw+fv7a2PGjNEOHTqkff/991poaKj23XffmZ4zbtw4LVeuXNrChQu1nTt3ao8//rhWsmRJ7fbt224tOzmuR48eWuHChbXFixdr0dHR2i+//KLly5dPe+2110zPYX1n/ey527ZtUzc0ZydOnKj+rWfas6d+H3nkEa1atWrav//+q61bt05l4+3SpYsbPxWlt87j4+O1tm3bakWKFNG2b99u1pa7c+dOlqhzBmVE91KrWrvNnDnTtH3wRd63b18td+7cqjHXvn17dbBT9gzKWN/Zz6JFi7RKlSqptNjlypXTvvjiC7PHkUZ75MiRWoECBdRzmjZtqh04cMBt5aX/t3ffMVGsXRjAjx0VsfeCsRHsDXvvmpgYa9RYUTD2oLG3GI3lD7uisfeSWLGLgr0LaizYsCNGLNhinS/PSWa/WVhx937cb0WeX7JXdnba+w7mzvGcOfvPxcfH699n/EOah4eHUaJECWP8+PF2N2e83ilbWFiYw/9vIyB39vrGxcXpDbmnp6fh5eVl9OnTR2/8KeVd8+jo6F/ey2G7lHDN0+A/7s7WERERERERpVZ8poyIiIiIiMiNGJQRERERERG5EYMyIiIiIiIiN2JQRkRERERE5EYMyoiIiIiIiNyIQRkREREREZEbMSgjIiIiIiJyIwZlREREREREbsSgjIiI/lWNGjWS4cOH/zGzbBiGBAQESK5cuSRNmjQSGRmZ7MeYMmWKVK5cOdn3S0REfycGZURElKocPHhQ1qxZI3v37pWYmBgpX768u08pxcC8IZDFK126dJIzZ06pWbOmTJ06Vd69e5do/SdPnkjfvn2lUKFCkjFjRvH29pZhw4ZJXFxcosDd3K/19f379//j6IiI3IdBGRERpTg/fvyQnz9//qNt79+/LwULFpQ6depIgQIFJH369Ml+fn8zLy8vDWafPn0qZ86c0azjunXrNDP4/Plz23oPHjyQ6tWry927d2Xz5s1y7949Wbp0qRw9elRq164tr1+/tttv//79db/WF68NEaUWDMqIiFIBZCKGDh0qo0aN0rI9BCMosTM9fPgwUSnf27dvdVl4eLi+x594f+jQIalSpYpkzpxZmjRpIi9fvpQDBw6Ir6+v3rB369ZNPn36ZHd8ZDwGDx4s2bNnlzx58sjEiRO1jND05csXGTlypBQuXFiyZs2q2RfzuGaGJkeOHLJnzx4pW7asZMqUSR4/fuxwrMePH5caNWroOgi+xowZY8u49O7dW4YMGaLbYizFixd3uI9Hjx5J27ZtNROE8ylXrpzs37/f7lysdu3apftLaNmyZVK0aFHJkiWLdO7c2S6bhPHhPLF/7K9u3bp6XGv5Y1LbX7x4UZo3b67ziXlt2LChXLlyxe74uIaBgYGSP39+8fDw0KwgMoSmU6dOSf369fVa4jj4Hfn48aMkBePE7w/mFtfc399fg7MPHz7o75dp0KBBmh07fPiwnluxYsWkdevWEhoaKs+ePZPx48fb7RdjxH6tL9OSJUukdOnSOgaMpWPHjkmeIxFRSsOgjIgolVi7dq0GAOfPn5fZs2drydmRI0dc3g8ChkWLFumNOMrTECzMmzdPNm3aJPv27dOb8IULFyY6NrIeFy5ckPnz58ucOXNkxYoVts8RsJ09e1a2bNki165dk06dOkmrVq00y2JCoDdr1izd7saNG5IvX75E54ab/TZt2oifn59cvXpVgoODZeXKlTJt2jT9HMfGuIsUKaKZGAQ2jiCgQKB44sQJuX79uh7X09PTpXlCZmjbtm0SEhKiJZMREREycOBA/QxBYrt27TRYwXgxdmScrIFdUtvD+/fvpVevXhpYnTt3ToMWjB3LAZlEBEGnT5+WDRs2yM2bN2XmzJladmhmDDHHHTp00HPYunWr7gvXwlW4Ft27d9egGVlMZMEQvON8EfBZIdjCujieNTD/lUuXLmmwiOsWFRWlc9GgQQOXz5GI6I9mEBHRX69hw4ZGvXr17Jb5+fkZo0eP1p+jo6Nxd2xERETYPn/z5o0uCwsL0/f4E+9DQ0Nt68yYMUOX3b9/37YsMDDQaNmypd2xfX19jZ8/f9qW4bhYBo8ePTLSpUtnPHv2zO78mjZtaowdO1Z/Xr16tR4nMjIyyXGOGzfO8PHxsTvW4sWLDU9PT+PHjx/6fu7cuYa3t3eS+6lQoYIxZcoUh5/hXLJnz263bOfOnXp+psmTJ+uYnj59alt24MABI23atEZMTIwRFxen64eHhzs8xu+2dwTjy5YtmxESEqLvDx06pOtHRUU5XN/f398ICAiwW3by5End5vPnz06P3RQcHKxjio2NNc6dO6c/Y14cmTNnjm1d83ckQ4YMRtasWW2voKAg/Wz79u2Gl5eXER8f73BfRER/A2bKiIhSiYoVK9q9R/kZSg//l/2glAxlZyVKlLBblnC/tWrVsssC4ZkiZMGQVUEmCn+WKVNGs1HmC2WIyOaYUAqXcAwJ3bp1S/dtPRbKAlFah2egnIXMDLJr2Hby5MmaSXIVyvVQjmkdM7JXyPaghBSllC1bttQySWTwkLlzdnuIjY3V57CQIUP5IkpHMU6zrBOlqMgIYl4dQSYRpZjWOcf54BjR0dEuj9fMelnn3plMmAnZM5yz+Ro7dqwuR4kmGoTgd6xHjx6ycePGROWxREQpHYMyIqJUIkOGDHbvcfNsNstImzZtopvob9++/XY/2EdS+3UGAgmU1F2+fNnuphwBFoIVE8rgHD239W/o16+fNqpAEICgEQ0rzJJMzFXCYONXc5WU1atXa9kiGo6glA/BE8oQnYXSRcwT5gilpPg5d+7c8vXrV/08Ydmgo3nH82bWOUeghmC5ZMmSLo8H1wuBIc6hVKlSeq2w7Ffr4nm9vHnz2pYhsMR25gvPykG2bNn0WTk0C8E/JEyaNEkqVaqkz8sREf0tGJQREZHt5tiarUnO7+/Cc2xW5jNQCMbQNASZMmTXrDfleFmbPTgDjScQ6FiDJjxThRt7ZI1cgcYXAwYMkB07dsiIESNk+fLltrnCc1vWhhiO5goZK2s3QowZAZ2Pj49tGcaOjBCCKjThwHN5zm6PcSGjh+fI0IgEjU1evXplWx9ZRWQH79y543B8VatW1efMEs45XshKugLXDueO5+RwjgjMkOFCg47Pnz/brfvixQvNdnXp0sXpIBvPIzZr1kyfhUTWEo1pjh075tI5EhH9yRiUERGRZlVQYohGEMhioHRwwoQJyTYzCDCCgoK09A4ZD2Sd8H1VgAwRStd69uypARBK59AQZMaMGdo4xBVoLIHmI+iwePv2bdm9e7eWH+LYZjbQGfiyazSqwLkgSxMWFqYBH6AzJEo2x40bp+WVCEZQBpgQOgUim4Xs08mTJzWAQlMUBJrYL4IxBJDouIjmKMhQmcf43faAoHb9+vV6vRD0Yg6t2TE0EUFDDDTyQEMXHBNdMtEoA0aPHq3BIBp7IKjE8TFfv2v0gYAXgRUCeBx71apVmu1Dpgu/PyY0g0GzFJR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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sweep_targets = rotated_rest(np.linspace(0, 360, N_ANGLES_SWEEP))\n", "dofs, turn_err_lma, turn_err_skin = [], [], []\n", "for k in SWEEP_MODES:\n", " _, B_lma_k = simkit.linear_modal_analysis(X, T, 6 * k)\n", " _, _, B_skin_k = simkit.skinning_eigenmodes(X, T, k)\n", " dofs.append(B_skin_k.shape[1])\n", " turn_err_lma.append(fit_poses(B_lma_k, q_lma, sweep_targets)[1].mean())\n", " turn_err_skin.append(fit_poses(B_skin_k, q_skin, sweep_targets)[1].mean())\n", "print(f\"LMA : up to {dofs[-1]:3d} DOFs -> turn-averaged error plateaus at {min(turn_err_lma):.3f}\")\n", "print(f\"skin: up to {dofs[-1]:3d} DOFs -> turn-averaged error at most {max(turn_err_skin):.1e}\")\n", "\n", "fig, ax = plt.subplots(figsize=(8.8, 5.0))\n", "ax.plot(dofs, turn_err_lma, \"-o\", color=LMA_C, lw=2.2, ms=6, label=\"LMA (6k displacement modes)\")\n", "ax.plot(dofs, turn_err_skin, \"-o\", color=SKIN_C, lw=2.2, ms=6, label=\"skinning eigenmodes (k modes x 6 affine DOFs)\")\n", "ax.set_yscale(\"log\")\n", "ax.set_xlabel(\"number of subspace DOFs\"); ax.set_ylabel(\"rotation-averaged reconstruction error (mass norm)\")\n", "ax.set_title(\"Error averaged over a full turn vs. subspace size\\nLMA shrinks but plateaus far from 0; skinning is exact everywhere\")\n", "ax.grid(True, which=\"both\", color=\"0.9\"); ax.legend(loc=\"center left\")\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"integrated_error.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"017_integrated_error.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "beed3928", "metadata": {}, "source": [ "### Takeaways\n", "\n", "* A subspace $x=Bz+q$ replaces an $n\\,\\text{dim}$-DOF solve with an $r$-DOF one. With full integration the gradient and Hessian still cost a full assembly: the subspace shrinks the **linear solve**, the part that explodes with resolution.\n", "* **LMA** is a sum of fixed displacement fields, linear in $z$. Rotation lies outside it: the error of a rotated rest shape peaks at $180^\\circ$, and in dynamics the free end refuses to swing, whatever the number of modes.\n", "* **Skinning eigenmodes** attach an affine transform (which contains rotation) to each Laplacian-eigenvector weight, so they reproduce rigid rotation at every angle and track the full-order sag.\n", "* Rule of thumb: if the motion rotates (cantilevers, tails, characters), use a **rotation-aware** subspace such as skinning eigenmodes." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.13" } }, "nbformat": 4, "nbformat_minor": 5 }