From 1a8052cb27e801b957e9d83dc309f8f80f0b0ca5 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 26 Mar 2024 15:50:46 +0000 Subject: [PATCH] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- .../Evaluations_1rdm_properties.ipynb | 1140 ++++++++--------- .../Evaluations_basis_and_potential.ipynb | 798 ++++++------ .../Evaluations_electron_density.ipynb | 1136 ++++++++-------- notebooks/tutorial/data/c2h4_q0.fchk | 16 +- 4 files changed, 1545 insertions(+), 1545 deletions(-) diff --git a/notebooks/tutorial/Evaluations_1rdm_properties.ipynb b/notebooks/tutorial/Evaluations_1rdm_properties.ipynb index f07a8bdb..b7415527 100644 --- a/notebooks/tutorial/Evaluations_1rdm_properties.ipynb +++ b/notebooks/tutorial/Evaluations_1rdm_properties.ipynb @@ -1,585 +1,585 @@ { - "cells": [ - { - "cell_type": "markdown", - "id": "158f041c", - "metadata": {}, - "source": [ - "# Evaluations: One-Electron Reduced Density Matrix (1RDM) Related Properties\n", - "\n", - "Besides the electron density ($\\rho(r)$), the 1RDM $\\gamma(\\mathbf{r}_1, \\mathbf{r}_2)$ is another quantity with a one-to-one correspondence to the ground state wavefunction $\\Psi_0$ of a many-electron system. Because of this, the 1RDM is also useful in the development of Density Functional Theory density functionals.\n", - "\n", - "Given the 1RDM of a system expanded in a basis of spin orbitals $\\{\\phi_i(\\mathbf{r})\\}$:\n", - "\n", - "\\begin{equation*}\n", - " \\gamma(\\mathbf{r}_1, \\mathbf{r}_2) = \\sum_{ij} \\gamma_{ij} \\phi_i(\\mathbf{r}_1) \\phi_j(\\mathbf{r}_2)\n", - "\\end{equation*}\n", - "\n", - "[`gbasis`](http://gbasis.qcdevs.org/intro.html) supports the evaluation of several local ($\\mathbf{r} = \\mathbf{r'}$) properties that depend on the local derivatives of the 1RDM :\n", - "\n", - "\\begin{equation*}\n", - " \\left.\n", - " \\frac{\\partial^{p_x + p_y + p_z}}{\\partial x_1^{p_x} \\partial y_1^{p_y} \\partial z_1^{p_z}}\n", - " \\frac{\\partial^{q_x + q_y + q_z}}{\\partial x_2^{q_x} \\partial y_2^{q_y} \\partial z_2^{q_z}}\n", - " \\gamma(\\mathbf{r}_1, \\mathbf{r}_2)\n", - " \\right|_{\\mathbf{r}_1 = \\mathbf{r}_2 = \\mathbf{r}_n} =\n", - " \\left.\n", - " \\frac{\\partial^{q_x + q_y + q_z}}{\\partial x_1^{q_x} \\partial y_1^{q_y} \\partial z_1^{q_z}}\n", - " \\frac{\\partial^{p_x + p_y + p_z}}{\\partial x_2^{p_x} \\partial y_2^{p_y} \\partial z_2^{p_z}}\n", - " \\gamma(\\mathbf{r}_1, \\mathbf{r}_2)\n", - " \\right|_{\\mathbf{r}_1 = \\mathbf{r}_2 = \\mathbf{r}_n}\n", - "\\end{equation*}\n", - "\n", - "The following examples show the different supported 1RDM properties and how to evaluate them using `gbasis`.\n", - "\n", - "\n", - "## Load Data\n", - "\n", - "To evaluate properties dependent on the system state, we need its wavefunction or an equivalent representation. In `gbasis`, this is done through the **one-electron reduced density matrix** (1-RDM). As a case example, the following code will load this data from a `fchk` file corresponding to a `ub3lyp/aug-cc-pvtz` calculation on ethylene. The file can be [downloaded]() from the data folder of this repository. For simplicity, we will be using the [`iodata`](https://iodata.readthedocs.io/en/latest/) package to load the data:" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "efec5c94", - "metadata": {}, - "outputs": [ + "cells": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "Loaded: neutral optimization\n", - "Basis: aug-cc-pvtz\n", - "Atom numbers: [6 1 1 6 1 1]\n", - "Atom coordinates:\n", - "[[ 1.23259516e-32 0.00000000e+00 1.25179332e+00]\n", - " [ 0.00000000e+00 1.74006999e+00 2.32755241e+00]\n", - " [-2.13097115e-16 -1.74006999e+00 2.32755241e+00]\n", - " [ 1.53300468e-16 0.00000000e+00 -1.25179332e+00]\n", - " [-2.13097115e-16 -1.74006999e+00 -2.32755241e+00]\n", - " [ 2.85042961e-16 1.74006999e+00 -2.32755241e+00]]\n", - "Molecule is planar: True\n", - "Number of atomic orbitals: 64\n", - "One electron RDM shape: (184, 184)\n" - ] - } - ], - "source": [ - "import numpy as np\n", - "from iodata import load_one\n", - "from gbasis.wrappers import from_iodata\n", - "\n", - "# formchk file available from\n", - "#\n", - "\n", - "# load molecule info and basis from fchk file\n", - "mol_data = load_one(\"./data/c2h4_q0.fchk\")\n", - "ao_basis = from_iodata(mol_data) # basis definition for the atomic orbitals\n", - "\n", - "# one electron RDM from fchk file\n", - "rdm = mol_data.one_rdms[\"scf\"]\n", - "\n", - "# atomic coordinates and numbers\n", - "atcoords = mol_data.atcoords\n", - "atnums = mol_data.atnums\n", - "\n", - "print(f\"Loaded: {mol_data.title}\")\n", - "print(f\"Basis: {mol_data.obasis_name}\")\n", - "print(f\"Atom numbers: {mol_data.atnums}\")\n", - "print(f\"Atom coordinates:\\n{mol_data.atcoords}\")\n", - "print(f\"Molecule is planar: {np.allclose(atcoords[:, 0], 0 , atol=1e-6)}\") # atoms in yz plane\n", - "print(f\"Number of atomic orbitals: {len(ao_basis)}\")\n", - "print(f\"One electron RDM shape: {rdm.shape}\")" - ] - }, - { - "cell_type": "markdown", - "id": "9974158d", - "metadata": {}, - "source": [ - "## Define Auxiliary Grid\n", - "\n", - "The loaded system is planar and all of its atoms lie on the yz plane (x=0) in this specific file. For simplicity, we will perform all successive analysis on the yz plane. " - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "b15e6f10", - "metadata": {}, - "outputs": [ + "cell_type": "markdown", + "id": "158f041c", + "metadata": {}, + "source": [ + "# Evaluations: One-Electron Reduced Density Matrix (1RDM) Related Properties\n", + "\n", + "Besides the electron density ($\\rho(r)$), the 1RDM $\\gamma(\\mathbf{r}_1, \\mathbf{r}_2)$ is another quantity with a one-to-one correspondence to the ground state wavefunction $\\Psi_0$ of a many-electron system. Because of this, the 1RDM is also useful in the development of Density Functional Theory density functionals.\n", + "\n", + "Given the 1RDM of a system expanded in a basis of spin orbitals $\\{\\phi_i(\\mathbf{r})\\}$:\n", + "\n", + "\\begin{equation*}\n", + " \\gamma(\\mathbf{r}_1, \\mathbf{r}_2) = \\sum_{ij} \\gamma_{ij} \\phi_i(\\mathbf{r}_1) \\phi_j(\\mathbf{r}_2)\n", + "\\end{equation*}\n", + "\n", + "[`gbasis`](http://gbasis.qcdevs.org/intro.html) supports the evaluation of several local ($\\mathbf{r} = \\mathbf{r'}$) properties that depend on the local derivatives of the 1RDM :\n", + "\n", + "\\begin{equation*}\n", + " \\left.\n", + " \\frac{\\partial^{p_x + p_y + p_z}}{\\partial x_1^{p_x} \\partial y_1^{p_y} \\partial z_1^{p_z}}\n", + " \\frac{\\partial^{q_x + q_y + q_z}}{\\partial x_2^{q_x} \\partial y_2^{q_y} \\partial z_2^{q_z}}\n", + " \\gamma(\\mathbf{r}_1, \\mathbf{r}_2)\n", + " \\right|_{\\mathbf{r}_1 = \\mathbf{r}_2 = \\mathbf{r}_n} =\n", + " \\left.\n", + " \\frac{\\partial^{q_x + q_y + q_z}}{\\partial x_1^{q_x} \\partial y_1^{q_y} \\partial z_1^{q_z}}\n", + " \\frac{\\partial^{p_x + p_y + p_z}}{\\partial x_2^{p_x} \\partial y_2^{p_y} \\partial z_2^{p_z}}\n", + " \\gamma(\\mathbf{r}_1, \\mathbf{r}_2)\n", + " \\right|_{\\mathbf{r}_1 = \\mathbf{r}_2 = \\mathbf{r}_n}\n", + "\\end{equation*}\n", + "\n", + "The following examples show the different supported 1RDM properties and how to evaluate them using `gbasis`.\n", + "\n", + "\n", + "## Load Data\n", + "\n", + "To evaluate properties dependent on the system state, we need its wavefunction or an equivalent representation. In `gbasis`, this is done through the **one-electron reduced density matrix** (1-RDM). As a case example, the following code will load this data from a `fchk` file corresponding to a `ub3lyp/aug-cc-pvtz` calculation on ethylene. The file can be [downloaded]() from the data folder of this repository. For simplicity, we will be using the [`iodata`](https://iodata.readthedocs.io/en/latest/) package to load the data:" + ] + }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "Grid for evaluating the density matrix has shape: (1600, 3)\n", - "Distance between grid points: 0.2564102564102564\n" - ] - } - ], - "source": [ - "# Sample n points uniformly along x and y axes within [-coord_limit, coord_limit]\n", - "coord_limit = 5\n", - "plt_pts = 40\n", - "plt_lmts = [-coord_limit, coord_limit, -coord_limit, coord_limit]\n", - "y_vals = np.linspace(-coord_limit, coord_limit, plt_pts)\n", - "z_vals = y_vals\n", - "\n", - "# Sample 3D points uniformly in the molecular yz-plane (x=0)\n", - "y_vals, z_vals = np.meshgrid(y_vals, z_vals)\n", - "y_vals, z_vals = y_vals.flatten(), z_vals.flatten()\n", - "x_vals = np.zeros_like(y_vals)\n", - "points = np.array([x_vals, y_vals, z_vals]).T # gbasis evaluates at 3D points\n", - "\n", - "print(\"Grid for evaluating the density matrix has shape: \", points.shape)\n", - "print(f\"Distance between grid points: {2*coord_limit/(plt_pts-1)}\")\n" - ] - }, - { - "cell_type": "markdown", - "id": "7e9930e2", - "metadata": {}, - "source": [ - "## Positive Definite Kinetic Energy Density\n", - "\n", - "The positive definite kinetic energy density is defined as the sum of the diagonal elements of the kinetic energy density matrix.\n", - "\\begin{align*}\n", - "t_+ (\\mathbf{r}_n)\n", - " &= \\frac{1}{2} \\left.\n", - " \\nabla_{\\mathbf{r}} \\cdot \\nabla_{\\mathbf{r}'} \\gamma(\\mathbf{r}, \\mathbf{r}')\n", - " \\right|_{\\mathbf{r} = \\mathbf{r}' = \\mathbf{r}_n}\\\\\n", - " &= \\frac{1}{2} \\left(\n", - " \\frac{\\partial^2}{\\partial x \\partial x'} \\gamma(\\mathbf{r}, \\mathbf{r}')\n", - " + \\frac{\\partial^2}{\\partial y \\partial y'} \\gamma(\\mathbf{r}, \\mathbf{r}')\n", - " + \\frac{\\partial^2}{\\partial z \\partial z'} \\gamma(\\mathbf{r}, \\mathbf{r}')\n", - " \\right)_{\\mathbf{r} = \\mathbf{r}' = \\mathbf{r}_n}\n", - "\\end{align*}\n", - "\n", - "This is a property commonly used in conceptual density functional theory. It can be evaluated using the [`evaluate_positive_definite_kinetic_energy`](http://gbasis.qcdevs.org/_autosummary/gbasis.evals.html?highlight=evaluate_density#gbasis.evals.density.evaluate_posdef_kinetic_energy_density) function closely related is the [general kinetic energy density](http://gbasis.qcdevs.org/_autosummary/gbasis.evals.html?highlight=kinetic#gbasis.evals.density.evaluate_general_kinetic_energy_density).\n", - "\n", - "$$t_{\\alpha} (\\mathbf{r}_n) = t_+(\\mathbf{r}_n) + \\alpha \\nabla^2 \\rho(\\mathbf{r}_n)$$\n", - "\n", - " which can be evaluated in a similar way.\n", - " \n", - " The following example shows how to evaluate the positive definite kinetic energy density and plot it on the molecular plane. The positive definite kinetic energy density is represented as a scalar field, where the color represents the magnitude of the positive definite kinetic energy density." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "a9e34c7c", - "metadata": {}, - "outputs": [ + "cell_type": "code", + "execution_count": 1, + "id": "efec5c94", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loaded: neutral optimization\n", + "Basis: aug-cc-pvtz\n", + "Atom numbers: [6 1 1 6 1 1]\n", + "Atom coordinates:\n", + "[[ 1.23259516e-32 0.00000000e+00 1.25179332e+00]\n", + " [ 0.00000000e+00 1.74006999e+00 2.32755241e+00]\n", + " [-2.13097115e-16 -1.74006999e+00 2.32755241e+00]\n", + " [ 1.53300468e-16 0.00000000e+00 -1.25179332e+00]\n", + " [-2.13097115e-16 -1.74006999e+00 -2.32755241e+00]\n", + " [ 2.85042961e-16 1.74006999e+00 -2.32755241e+00]]\n", + "Molecule is planar: True\n", + "Number of atomic orbitals: 64\n", + "One electron RDM shape: (184, 184)\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "from iodata import load_one\n", + "from gbasis.wrappers import from_iodata\n", + "\n", + "# formchk file available from\n", + "#\n", + "\n", + "# load molecule info and basis from fchk file\n", + "mol_data = load_one(\"./data/c2h4_q0.fchk\")\n", + "ao_basis = from_iodata(mol_data) # basis definition for the atomic orbitals\n", + "\n", + "# one electron RDM from fchk file\n", + "rdm = mol_data.one_rdms[\"scf\"]\n", + "\n", + "# atomic coordinates and numbers\n", + "atcoords = mol_data.atcoords\n", + "atnums = mol_data.atnums\n", + "\n", + "print(f\"Loaded: {mol_data.title}\")\n", + "print(f\"Basis: {mol_data.obasis_name}\")\n", + "print(f\"Atom numbers: {mol_data.atnums}\")\n", + "print(f\"Atom coordinates:\\n{mol_data.atcoords}\")\n", + "print(f\"Molecule is planar: {np.allclose(atcoords[:, 0], 0 , atol=1e-6)}\") # atoms in yz plane\n", + "print(f\"Number of atomic orbitals: {len(ao_basis)}\")\n", + "print(f\"One electron RDM shape: {rdm.shape}\")" + ] + }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "The kinetic energy density has shape (1600,) (one value per point)\n", - "The kinetic energy density is positive definite: True\n" - ] + "cell_type": "markdown", + "id": "9974158d", + "metadata": {}, + "source": [ + "## Define Auxiliary Grid\n", + "\n", + "The loaded system is planar and all of its atoms lie on the yz plane (x=0) in this specific file. For simplicity, we will perform all successive analysis on the yz plane. " + ] }, { - "data": { - "image/png": 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", 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" + "cell_type": "code", + "execution_count": 2, + "id": "b15e6f10", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Grid for evaluating the density matrix has shape: (1600, 3)\n", + "Distance between grid points: 0.2564102564102564\n" + ] + } + ], + "source": [ + "# Sample n points uniformly along x and y axes within [-coord_limit, coord_limit]\n", + "coord_limit = 5\n", + "plt_pts = 40\n", + "plt_lmts = [-coord_limit, coord_limit, -coord_limit, coord_limit]\n", + "y_vals = np.linspace(-coord_limit, coord_limit, plt_pts)\n", + "z_vals = y_vals\n", + "\n", + "# Sample 3D points uniformly in the molecular yz-plane (x=0)\n", + "y_vals, z_vals = np.meshgrid(y_vals, z_vals)\n", + "y_vals, z_vals = y_vals.flatten(), z_vals.flatten()\n", + "x_vals = np.zeros_like(y_vals)\n", + "points = np.array([x_vals, y_vals, z_vals]).T # gbasis evaluates at 3D points\n", + "\n", + "print(\"Grid for evaluating the density matrix has shape: \", points.shape)\n", + "print(f\"Distance between grid points: {2*coord_limit/(plt_pts-1)}\")\n" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "from gbasis.evals.density import evaluate_posdef_kinetic_energy_density\n", - "\n", - "\n", - "# Compute expected electron density using GBasis\n", - "k_vals = evaluate_posdef_kinetic_energy_density(rdm, ao_basis, points)\n", - "\n", - "print(f\"The kinetic energy density has shape {k_vals.shape} (one value per point)\")\n", - "print(f\"The kinetic energy density is positive definite: {np.all(k_vals >= 0)}\")\n", - "\n", - "# plot the electron density\n", - "fig=plt.figure(figsize=(9, 6))\n", - "ax1 = fig.add_subplot(111, aspect='equal')\n", - "# Plot the electron density as contour plot\n", - "ax1.set_title(\"Positively Definite Kinetic Energy\")\n", - "ax1.set_xlabel(\"y\")\n", - "ax1.set_ylabel(\"z\")\n", - "\n", - "X = points[:, 1].reshape(plt_pts, plt_pts)\n", - "Y = points[:, 2].reshape(plt_pts, plt_pts)\n", - "Z = k_vals.reshape(plt_pts, plt_pts)\n", - "# Add contour plot of the electron density\n", - "plt.contourf(X, Y, Z, 10, cmap='viridis', alpha=0.5, levels=np.linspace(0, 1, 10) ** 2, vmin=0, vmax=1)\n", - "plt.colorbar()\n", - "\n", - "# Add atomic symbols to the plots\n", - "symbols = ['C', 'H', 'H', 'C', 'H', 'H']\n", - "yz_coords = atcoords[:, 1:]\n", - "for coord, symbol in zip(yz_coords, symbols):\n", - " ax1.text(coord[0], coord[1], symbol, color='red', ha='center', va='center', fontsize=14,fontweight='bold')\n", - "\n", - "plt.tight_layout() # Adjust layout for better spacing\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "id": "0ea10f7f", - "metadata": {}, - "source": [ - "## Stress Tensor\n", - "\n", - "The stress tensor is defined as:\n", - "\n", - "\\begin{equation}\n", - " \\boldsymbol{\\sigma}_{ij}(\\mathbf{r}_n | \\alpha, \\beta) = - \\alpha \\left. \\frac{\\partial^2}{\\partial r_i \\partial r'_j} \\gamma(\\mathbf{r}, \\mathbf{r}')\n", - " \\right|_{\\mathbf{r} = \\mathbf{r}' = \\mathbf{r}_n} + (1 - \\alpha) \\left. \\frac{\\partial^2}{\\partial r_i \\partial r_j} \\gamma(\\mathbf{r}, \\mathbf{r})\n", - " \\right|_{\\mathbf{r} = \\mathbf{r}' = \\mathbf{r}_n} - \\frac{1}{2} \\delta_{ij} \\beta \\nabla^2 \\rho(\\mathbf{r}_n)\n", - "\\end{equation}\n", - "\n", - "For an infinitesimal cube centered at $\\mathbf{r}_n$ containing an electron density $\\rho(r)dr$, the stress tensor represents the infinitesimal force acting on each face of the cube ($i$). In the following code, we will illustrate how to evaluate the stress tensor at a set of points using `gbasis`." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "6e4aa440", - "metadata": {}, - "outputs": [ + }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "Center of mass of ethylene: [[ 1.00919914e-17 0.00000000e+00 -1.18660335e-17]]\n", - "\n", - "Stress Tensor (α = 1 and β = 0):\n", - "Shape of a stress tensor at one point: (3, 3)\n", - "Stress tensor at center of mass:\n", - "[[[-1.87726104e-01 -7.77597789e-20 -2.52579715e-17]\n", - " [-7.77597789e-20 -9.71848693e-02 -1.49077799e-18]\n", - " [-2.52579715e-17 -1.49077799e-18 -1.10293816e-02]]]\n", - "Stress tensor at center of mass is zero: False\n", - "\n", - "Stress Tensor (α = 0.5 and β = 1):\n", - "Shape of a stress tensor at one point: (3, 3)\n", - "Stress Tensor (α = 0.5 and β = 1):\n", - "Stress tensor at center of mass:\n", - "[[[ 3.07457965e-01 -3.85569669e-19 -4.73025271e-17]\n", - " [-3.85569669e-19 3.46365806e-01 -3.29326410e-18]\n", - " [-4.73025271e-17 -3.29326410e-18 6.88026285e-01]]]\n", - "Stress tensor at center of mass is zero: False\n", - "\n", - "Stress Tensor evaluated at 1600 points:\n", - "Shape of a stress tensor result: (1600, 3, 3)\n" - ] - } - ], - "source": [ - "from gbasis.evals.stress_tensor import evaluate_stress_tensor\n", - "\n", - "# center of mass of ethylene\n", - "com = (np.mean(mol_data.atmasses[:,None] * atcoords, axis=0) / np.sum(mol_data.atmasses))[None,:]\n", - "print(f\"Center of mass of ethylene: {com}\", end=\"\\n\\n\")\n", - "\n", - "alpha, beta = 1, 0\n", - "print(f\"Stress Tensor (α = {alpha} and β = {beta}):\")\n", - "st_com = evaluate_stress_tensor(rdm, ao_basis, com, alpha=alpha, beta=beta)\n", - "print(f\"Shape of a stress tensor at one point: {st_com[0].shape}\")\n", - "print(f\"Stress tensor at center of mass:\\n{st_com}\")\n", - "print(f\"Stress tensor at center of mass is zero: {np.allclose(st_com, 0)}\")\n", - "\n", - "alpha, beta = 0.5, 1\n", - "print(\"\\nStress Tensor (α = 0.5 and β = 1):\")\n", - "print(f\"Shape of a stress tensor at one point: {st_com[0].shape}\")\n", - "print(f\"Stress Tensor (α = {alpha} and β = {beta}):\")\n", - "st_com = evaluate_stress_tensor(rdm, ao_basis, com, alpha=alpha, beta=beta)\n", - "print(f\"Stress tensor at center of mass:\\n{st_com}\")\n", - "print(f\"Stress tensor at center of mass is zero: {np.allclose(st_com, 0)}\")\n", - "\n", - "print(f\"\\nStress Tensor evaluated at {points.shape[0]} points:\")\n", - "ef_vals = evaluate_stress_tensor(rdm, ao_basis, points, alpha=alpha, beta=beta)\n", - "print(f\"Shape of a stress tensor result: {ef_vals.shape}\")" - ] - }, - { - "cell_type": "markdown", - "id": "7c6bf842", - "metadata": {}, - "source": [ - "## Ehrenfest Force\n", - "\n", - "The Ehrenfest force accounts for force exerted on the electron density at a point $\\rho(\\mathbf{r})$ by the atoms and the electron density elsewhere. It is defined as the negative of the divergence of the stress tensor:\n", - "\n", - "\\begin{equation}\n", - " \\begin{split}\n", - " F_{j}(\\mathbf{r}_n | \\alpha, \\beta)\n", - " =&\n", - " \\alpha\n", - " \\sum_i\n", - " \\left.\n", - " \\frac{\\partial^3}{\\partial r^2_i \\partial r'_j} \\gamma(\\mathbf{r}, \\mathbf{r}')\n", - " \\right|_{\\mathbf{r} = \\mathbf{r}' = \\mathbf{r}_n}\n", - " - (1 - \\alpha) \\sum_i\n", - " \\left.\n", - " \\frac{\\partial^3}{\\partial r^2_i \\partial r_j} \\gamma(\\mathbf{r}, \\mathbf{r})\n", - " \\right|_{\\mathbf{r} = \\mathbf{r}' = \\mathbf{r}_n}\\\\\n", - " &- (1 - 2\\alpha)\n", - " \\sum_i\n", - " \\left.\n", - " \\frac{\\partial^3}{\\partial r_i \\partial r_j \\partial r'_i} \\gamma(\\mathbf{r}, \\mathbf{r})\n", - " \\right|_{\\mathbf{r} = \\mathbf{r}' = \\mathbf{r}_n}\n", - " + \\frac{1}{2} \\sum_i \\delta_{ij} \\beta\n", - " \\frac{\\partial}{\\partial r_i} \\nabla^2 \\rho(\\mathbf{r}_n)\\\\\n", - " \\end{split}\n", - "\\end{equation}\n", - "\n", - "The following example shows how to evaluate it at a set of points.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "6fe2d43b", - "metadata": {}, - "outputs": [ + "cell_type": "markdown", + "id": "7e9930e2", + "metadata": {}, + "source": [ + "## Positive Definite Kinetic Energy Density\n", + "\n", + "The positive definite kinetic energy density is defined as the sum of the diagonal elements of the kinetic energy density matrix.\n", + "\\begin{align*}\n", + "t_+ (\\mathbf{r}_n)\n", + " &= \\frac{1}{2} \\left.\n", + " \\nabla_{\\mathbf{r}} \\cdot \\nabla_{\\mathbf{r}'} \\gamma(\\mathbf{r}, \\mathbf{r}')\n", + " \\right|_{\\mathbf{r} = \\mathbf{r}' = \\mathbf{r}_n}\\\\\n", + " &= \\frac{1}{2} \\left(\n", + " \\frac{\\partial^2}{\\partial x \\partial x'} \\gamma(\\mathbf{r}, \\mathbf{r}')\n", + " + \\frac{\\partial^2}{\\partial y \\partial y'} \\gamma(\\mathbf{r}, \\mathbf{r}')\n", + " + \\frac{\\partial^2}{\\partial z \\partial z'} \\gamma(\\mathbf{r}, \\mathbf{r}')\n", + " \\right)_{\\mathbf{r} = \\mathbf{r}' = \\mathbf{r}_n}\n", + "\\end{align*}\n", + "\n", + "This is a property commonly used in conceptual density functional theory. It can be evaluated using the [`evaluate_positive_definite_kinetic_energy`](http://gbasis.qcdevs.org/_autosummary/gbasis.evals.html?highlight=evaluate_density#gbasis.evals.density.evaluate_posdef_kinetic_energy_density) function closely related is the [general kinetic energy density](http://gbasis.qcdevs.org/_autosummary/gbasis.evals.html?highlight=kinetic#gbasis.evals.density.evaluate_general_kinetic_energy_density).\n", + "\n", + "$$t_{\\alpha} (\\mathbf{r}_n) = t_+(\\mathbf{r}_n) + \\alpha \\nabla^2 \\rho(\\mathbf{r}_n)$$\n", + "\n", + " which can be evaluated in a similar way.\n", + " \n", + " The following example shows how to evaluate the positive definite kinetic energy density and plot it on the molecular plane. The positive definite kinetic energy density is represented as a scalar field, where the color represents the magnitude of the positive definite kinetic energy density." + ] + }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "Center of mass of ethylene: [[ 1.00919914e-17 0.00000000e+00 -1.18660335e-17]]\n", - "\n", - "Ehrenfest force (α = 1 and β = 0):\n", - "Shape of a Ehrenfest force at one point: (3,)\n", - "Ehrenfest force at center of mass:\n", - "[[-4.13928549e-17 6.26804381e-19 -3.20923843e-17]]\n", - "Ehrenfest force at center of mass is zero: True\n", - "(should be zero, it is Lorentz point)\n", - "\n", - "Ehrenfest force (α = 0.5 and β = 1):\n", - "Shape of a Ehrenfest force at one point: (3,)\n", - "Ehrenfest force at center of mass:\n", - "[[-1.40026771e-16 -1.84153486e-18 9.68978885e-17]]\n", - "Ehrenfest force at center of mass is zero: True\n", - "(should be zero, it is Lorentz point)\n", - "\n", - "Ehrenfest force evaluated at 1600 points:\n", - "Shape of a Ehrenfest force result: (1600, 3)\n", - "None have out of plane components: True\n", - "(should be true, yz is molecular plane)\n" - ] - } - ], - "source": [ - "from gbasis.evals.stress_tensor import evaluate_ehrenfest_force\n", - "\n", - "# center of mass of ethylene\n", - "com = (np.mean(mol_data.atmasses[:,None] * atcoords, axis=0) / np.sum(mol_data.atmasses))[None,:]\n", - "print(f\"Center of mass of ethylene: {com}\", end=\"\\n\\n\")\n", - "\n", - "alpha, beta = 1, 0\n", - "print(f\"Ehrenfest force (α = {alpha} and β = {beta}):\")\n", - "ef_com = evaluate_ehrenfest_force(rdm, ao_basis, com, alpha=alpha, beta=beta)\n", - "print(f\"Shape of a Ehrenfest force at one point: {ef_com[0].shape}\")\n", - "print(f\"Ehrenfest force at center of mass:\\n{ef_com}\")\n", - "print(f\"Ehrenfest force at center of mass is zero: {np.allclose(ef_com, 0)}\")\n", - "print(f\"(should be zero, it is Lorentz point)\", end=\"\\n\\n\")\n", - "\n", - "alpha, beta = 0.5, 1\n", - "print(\"Ehrenfest force (α = 0.5 and β = 1):\")\n", - "ef_com = evaluate_ehrenfest_force(rdm, ao_basis, com, alpha=alpha, beta=beta)\n", - "print(f\"Shape of a Ehrenfest force at one point: {ef_com[0].shape}\")\n", - "print(f\"Ehrenfest force at center of mass:\\n{ef_com}\")\n", - "print(f\"Ehrenfest force at center of mass is zero: {np.allclose(ef_com, 0)}\")\n", - "print(f\"(should be zero, it is Lorentz point)\", end=\"\\n\\n\")\n", - "\n", - "print(f\"Ehrenfest force evaluated at {points.shape[0]} points:\")\n", - "ef_vals = evaluate_ehrenfest_force(rdm, ao_basis, points, alpha=alpha, beta=beta)\n", - "print(f\"Shape of a Ehrenfest force result: {ef_vals.shape}\")\n", - "print(f\"None have out of plane components: {np.allclose(ef_vals[:, 0], 0)}\")\n", - "print(\"(should be true, yz is molecular plane)\")" - ] - }, - { - "cell_type": "markdown", - "id": "c6afcd3f", - "metadata": {}, - "source": [ - "A graphical representation of the Ehrenfest force across the molecular plane is shown below. The Ehrenfest force is represented as a vector field. The atomic domain boundaries can be easily inferred." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "9c9d1d24", - "metadata": {}, - "outputs": [ + "cell_type": "code", + "execution_count": 3, + "id": "a9e34c7c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The kinetic energy density has shape (1600,) (one value per point)\n", + "The kinetic energy density is positive definite: True\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "from gbasis.evals.density import evaluate_posdef_kinetic_energy_density\n", + "\n", + "\n", + "# Compute expected electron density using GBasis\n", + "k_vals = evaluate_posdef_kinetic_energy_density(rdm, ao_basis, points)\n", + "\n", + "print(f\"The kinetic energy density has shape {k_vals.shape} (one value per point)\")\n", + "print(f\"The kinetic energy density is positive definite: {np.all(k_vals >= 0)}\")\n", + "\n", + "# plot the electron density\n", + "fig=plt.figure(figsize=(9, 6))\n", + "ax1 = fig.add_subplot(111, aspect='equal')\n", + "# Plot the electron density as contour plot\n", + "ax1.set_title(\"Positively Definite Kinetic Energy\")\n", + "ax1.set_xlabel(\"y\")\n", + "ax1.set_ylabel(\"z\")\n", + "\n", + "X = points[:, 1].reshape(plt_pts, plt_pts)\n", + "Y = points[:, 2].reshape(plt_pts, plt_pts)\n", + "Z = k_vals.reshape(plt_pts, plt_pts)\n", + "# Add contour plot of the electron density\n", + "plt.contourf(X, Y, Z, 10, cmap='viridis', alpha=0.5, levels=np.linspace(0, 1, 10) ** 2, vmin=0, vmax=1)\n", + "plt.colorbar()\n", + "\n", + "# Add atomic symbols to the plots\n", + "symbols = ['C', 'H', 'H', 'C', 'H', 'H']\n", + "yz_coords = atcoords[:, 1:]\n", + "for coord, symbol in zip(yz_coords, symbols):\n", + " ax1.text(coord[0], coord[1], symbol, color='red', ha='center', va='center', fontsize=14,fontweight='bold')\n", + "\n", + "plt.tight_layout() # Adjust layout for better spacing\n", + "plt.show()\n" + ] + }, { - "data": { - "image/png": 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", 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" + "cell_type": "markdown", + "id": "0ea10f7f", + "metadata": {}, + "source": [ + "## Stress Tensor\n", + "\n", + "The stress tensor is defined as:\n", + "\n", + "\\begin{equation}\n", + " \\boldsymbol{\\sigma}_{ij}(\\mathbf{r}_n | \\alpha, \\beta) = - \\alpha \\left. \\frac{\\partial^2}{\\partial r_i \\partial r'_j} \\gamma(\\mathbf{r}, \\mathbf{r}')\n", + " \\right|_{\\mathbf{r} = \\mathbf{r}' = \\mathbf{r}_n} + (1 - \\alpha) \\left. \\frac{\\partial^2}{\\partial r_i \\partial r_j} \\gamma(\\mathbf{r}, \\mathbf{r})\n", + " \\right|_{\\mathbf{r} = \\mathbf{r}' = \\mathbf{r}_n} - \\frac{1}{2} \\delta_{ij} \\beta \\nabla^2 \\rho(\\mathbf{r}_n)\n", + "\\end{equation}\n", + "\n", + "For an infinitesimal cube centered at $\\mathbf{r}_n$ containing an electron density $\\rho(r)dr$, the stress tensor represents the infinitesimal force acting on each face of the cube ($i$). In the following code, we will illustrate how to evaluate the stress tensor at a set of points using `gbasis`." ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# use fixed length for the gradient vectors\n", - "grad_length = 0.2\n", - "ef_sc = ef_vals/np.linalg.norm(ef_vals, axis=1)[:, None] * grad_length\n", - "\n", - "# plot the atoms boundaries (ef = 0)\n", - "fig=plt.figure(figsize=(9, 6))\n", - "ax1 = fig.add_subplot(111, aspect='equal')\n", - "# Plot the electron density as contour plot\n", - "ax1.set_title(\"Ehrenfest Force\")\n", - "ax1.set_xlabel(\"y\")\n", - "ax1.set_ylabel(\"z\")\n", - "\n", - "X = points[:, 1].reshape(plt_pts, plt_pts)\n", - "Y = points[:, 2].reshape(plt_pts, plt_pts)\n", - "Z = np.zeros_like(X)\n", - "\n", - "# Plot the vectorial map (omit the x-component)\n", - "ax1.quiver(points[:, 1], points[:, 2], ef_sc[:, 1], ef_sc[:, 2], color='k', angles='xy', scale_units='xy', scale=1)\n", - "\n", - "# Add atomic symbols to the plots\n", - "symbols = ['C', 'H', 'H', 'C', 'H', 'H']\n", - "yz_coords = atcoords[:, 1:]\n", - "for coord, symbol in zip(yz_coords, symbols):\n", - " ax1.text(coord[0], coord[1], symbol, color='red', ha='center', va='center', fontsize=14,fontweight='bold')\n", - "\n", - "plt.tight_layout() # Adjust layout for better spacing\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "6884bc57", - "metadata": {}, - "source": [ - "## Ehrenfest Hessian\n", - "Another related quantity is the Ehrenfest Hessian, which is defined as the negative of the gradient of the Ehrenfest force:\n", - "$$\n", - "\\begin{equation}\n", - " \\begin{split}\n", - " H_{jk}(\\mathbf{r}_n | \\alpha, \\beta)\n", - " =&\n", - " - \\frac{\\partial}{\\partial r_k} F_j(\\mathbf{r}_n | \\alpha, \\beta)\\\\\n", - " =&\n", - " \\alpha\n", - " \\sum_i\n", - " \\left(\n", - " \\frac{\\partial^4}{\\partial r^2_i \\partial r_k \\partial r'_j} \\gamma(\\mathbf{r}, \\mathbf{r}')\n", - " +\\frac{\\partial^4}{\\partial r^2_i \\partial r'_j \\partial r'_k} \\gamma(\\mathbf{r}, \\mathbf{r}')\n", - " \\right)_{\\mathbf{r} = \\mathbf{r}' = \\mathbf{r}_n}\\\\\n", - " &- (1 - \\alpha)\n", - " \\sum_i\n", - " \\left(\n", - " \\frac{\\partial^4}{\\partial r^2_i \\partial r_j \\partial r_k} \\gamma(\\mathbf{r}, \\mathbf{r})\n", - " + \\frac{\\partial^4}{\\partial r^2_i \\partial r_j \\partial r'_k} \\gamma(\\mathbf{r}, \\mathbf{r})\n", - " \\right)_{\\mathbf{r} = \\mathbf{r}' = \\mathbf{r}_n}\\\\\n", - " &- (1 - 2\\alpha)\n", - " \\sum_i\n", - " \\left(\n", - " \\frac{\\partial^4}{\\partial r_i \\partial r_j \\partial r_k \\partial r'_i} \\gamma(\\mathbf{r}, \\mathbf{r})\n", - " + \\frac{\\partial^4}{\\partial r_i \\partial r_j \\partial r'_i \\partial r'_k} \\gamma(\\mathbf{r}, \\mathbf{r})\n", - " \\right)_{\\mathbf{r} = \\mathbf{r}' = \\mathbf{r}_n}\\\\\n", - " &+ \\frac{1}{2} \\sum_i \\delta_{ij} \\beta\n", - " \\frac{\\partial^2}{\\partial r_i \\partial r_k} \\nabla^2 \\rho(\\mathbf{r}_n)\\\\\n", - " \\end{split}\n", - "\\end{equation}\n", - "$$\n", - "\n", - "The following example shows how to evaluate it at a set of points." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "51ddce6b", - "metadata": {}, - "outputs": [ + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "6e4aa440", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Center of mass of ethylene: [[ 1.00919914e-17 0.00000000e+00 -1.18660335e-17]]\n", + "\n", + "Stress Tensor (\u03b1 = 1 and \u03b2 = 0):\n", + "Shape of a stress tensor at one point: (3, 3)\n", + "Stress tensor at center of mass:\n", + "[[[-1.87726104e-01 -7.77597789e-20 -2.52579715e-17]\n", + " [-7.77597789e-20 -9.71848693e-02 -1.49077799e-18]\n", + " [-2.52579715e-17 -1.49077799e-18 -1.10293816e-02]]]\n", + "Stress tensor at center of mass is zero: False\n", + "\n", + "Stress Tensor (\u03b1 = 0.5 and \u03b2 = 1):\n", + "Shape of a stress tensor at one point: (3, 3)\n", + "Stress Tensor (\u03b1 = 0.5 and \u03b2 = 1):\n", + "Stress tensor at center of mass:\n", + "[[[ 3.07457965e-01 -3.85569669e-19 -4.73025271e-17]\n", + " [-3.85569669e-19 3.46365806e-01 -3.29326410e-18]\n", + " [-4.73025271e-17 -3.29326410e-18 6.88026285e-01]]]\n", + "Stress tensor at center of mass is zero: False\n", + "\n", + "Stress Tensor evaluated at 1600 points:\n", + "Shape of a stress tensor result: (1600, 3, 3)\n" + ] + } + ], + "source": [ + "from gbasis.evals.stress_tensor import evaluate_stress_tensor\n", + "\n", + "# center of mass of ethylene\n", + "com = (np.mean(mol_data.atmasses[:,None] * atcoords, axis=0) / np.sum(mol_data.atmasses))[None,:]\n", + "print(f\"Center of mass of ethylene: {com}\", end=\"\\n\\n\")\n", + "\n", + "alpha, beta = 1, 0\n", + "print(f\"Stress Tensor (\u03b1 = {alpha} and \u03b2 = {beta}):\")\n", + "st_com = evaluate_stress_tensor(rdm, ao_basis, com, alpha=alpha, beta=beta)\n", + "print(f\"Shape of a stress tensor at one point: {st_com[0].shape}\")\n", + "print(f\"Stress tensor at center of mass:\\n{st_com}\")\n", + "print(f\"Stress tensor at center of mass is zero: {np.allclose(st_com, 0)}\")\n", + "\n", + "alpha, beta = 0.5, 1\n", + "print(\"\\nStress Tensor (\u03b1 = 0.5 and \u03b2 = 1):\")\n", + "print(f\"Shape of a stress tensor at one point: {st_com[0].shape}\")\n", + "print(f\"Stress Tensor (\u03b1 = {alpha} and \u03b2 = {beta}):\")\n", + "st_com = evaluate_stress_tensor(rdm, ao_basis, com, alpha=alpha, beta=beta)\n", + "print(f\"Stress tensor at center of mass:\\n{st_com}\")\n", + "print(f\"Stress tensor at center of mass is zero: {np.allclose(st_com, 0)}\")\n", + "\n", + "print(f\"\\nStress Tensor evaluated at {points.shape[0]} points:\")\n", + "ef_vals = evaluate_stress_tensor(rdm, ao_basis, points, alpha=alpha, beta=beta)\n", + "print(f\"Shape of a stress tensor result: {ef_vals.shape}\")" + ] + }, + { + "cell_type": "markdown", + "id": "7c6bf842", + "metadata": {}, + "source": [ + "## Ehrenfest Force\n", + "\n", + "The Ehrenfest force accounts for force exerted on the electron density at a point $\\rho(\\mathbf{r})$ by the atoms and the electron density elsewhere. It is defined as the negative of the divergence of the stress tensor:\n", + "\n", + "\\begin{equation}\n", + " \\begin{split}\n", + " F_{j}(\\mathbf{r}_n | \\alpha, \\beta)\n", + " =&\n", + " \\alpha\n", + " \\sum_i\n", + " \\left.\n", + " \\frac{\\partial^3}{\\partial r^2_i \\partial r'_j} \\gamma(\\mathbf{r}, \\mathbf{r}')\n", + " \\right|_{\\mathbf{r} = \\mathbf{r}' = \\mathbf{r}_n}\n", + " - (1 - \\alpha) \\sum_i\n", + " \\left.\n", + " \\frac{\\partial^3}{\\partial r^2_i \\partial r_j} \\gamma(\\mathbf{r}, \\mathbf{r})\n", + " \\right|_{\\mathbf{r} = \\mathbf{r}' = \\mathbf{r}_n}\\\\\n", + " &- (1 - 2\\alpha)\n", + " \\sum_i\n", + " \\left.\n", + " \\frac{\\partial^3}{\\partial r_i \\partial r_j \\partial r'_i} \\gamma(\\mathbf{r}, \\mathbf{r})\n", + " \\right|_{\\mathbf{r} = \\mathbf{r}' = \\mathbf{r}_n}\n", + " + \\frac{1}{2} \\sum_i \\delta_{ij} \\beta\n", + " \\frac{\\partial}{\\partial r_i} \\nabla^2 \\rho(\\mathbf{r}_n)\\\\\n", + " \\end{split}\n", + "\\end{equation}\n", + "\n", + "The following example shows how to evaluate it at a set of points.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "6fe2d43b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Center of mass of ethylene: [[ 1.00919914e-17 0.00000000e+00 -1.18660335e-17]]\n", + "\n", + "Ehrenfest force (\u03b1 = 1 and \u03b2 = 0):\n", + "Shape of a Ehrenfest force at one point: (3,)\n", + "Ehrenfest force at center of mass:\n", + "[[-4.13928549e-17 6.26804381e-19 -3.20923843e-17]]\n", + "Ehrenfest force at center of mass is zero: True\n", + "(should be zero, it is Lorentz point)\n", + "\n", + "Ehrenfest force (\u03b1 = 0.5 and \u03b2 = 1):\n", + "Shape of a Ehrenfest force at one point: (3,)\n", + "Ehrenfest force at center of mass:\n", + "[[-1.40026771e-16 -1.84153486e-18 9.68978885e-17]]\n", + "Ehrenfest force at center of mass is zero: True\n", + "(should be zero, it is Lorentz point)\n", + "\n", + "Ehrenfest force evaluated at 1600 points:\n", + "Shape of a Ehrenfest force result: (1600, 3)\n", + "None have out of plane components: True\n", + "(should be true, yz is molecular plane)\n" + ] + } + ], + "source": [ + "from gbasis.evals.stress_tensor import evaluate_ehrenfest_force\n", + "\n", + "# center of mass of ethylene\n", + "com = (np.mean(mol_data.atmasses[:,None] * atcoords, axis=0) / np.sum(mol_data.atmasses))[None,:]\n", + "print(f\"Center of mass of ethylene: {com}\", end=\"\\n\\n\")\n", + "\n", + "alpha, beta = 1, 0\n", + "print(f\"Ehrenfest force (\u03b1 = {alpha} and \u03b2 = {beta}):\")\n", + "ef_com = evaluate_ehrenfest_force(rdm, ao_basis, com, alpha=alpha, beta=beta)\n", + "print(f\"Shape of a Ehrenfest force at one point: {ef_com[0].shape}\")\n", + "print(f\"Ehrenfest force at center of mass:\\n{ef_com}\")\n", + "print(f\"Ehrenfest force at center of mass is zero: {np.allclose(ef_com, 0)}\")\n", + "print(f\"(should be zero, it is Lorentz point)\", end=\"\\n\\n\")\n", + "\n", + "alpha, beta = 0.5, 1\n", + "print(\"Ehrenfest force (\u03b1 = 0.5 and \u03b2 = 1):\")\n", + "ef_com = evaluate_ehrenfest_force(rdm, ao_basis, com, alpha=alpha, beta=beta)\n", + "print(f\"Shape of a Ehrenfest force at one point: {ef_com[0].shape}\")\n", + "print(f\"Ehrenfest force at center of mass:\\n{ef_com}\")\n", + "print(f\"Ehrenfest force at center of mass is zero: {np.allclose(ef_com, 0)}\")\n", + "print(f\"(should be zero, it is Lorentz point)\", end=\"\\n\\n\")\n", + "\n", + "print(f\"Ehrenfest force evaluated at {points.shape[0]} points:\")\n", + "ef_vals = evaluate_ehrenfest_force(rdm, ao_basis, points, alpha=alpha, beta=beta)\n", + "print(f\"Shape of a Ehrenfest force result: {ef_vals.shape}\")\n", + "print(f\"None have out of plane components: {np.allclose(ef_vals[:, 0], 0)}\")\n", + "print(\"(should be true, yz is molecular plane)\")" + ] + }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "Center of mass of ethylene: [[ 1.00919914e-17 0.00000000e+00 -1.18660335e-17]]\n", - "\n", - "Ehrenfest Hessian (α = 1 and β = 0):\n", - "Shape of a Ehrenfest Hessian at one point: (3, 3)\n", - "Ehrenfest Hessian at center of mass:\n", - "[[[ 5.71189313e-01 5.78670326e-18 -5.46746091e-17]\n", - " [ 7.86975199e-18 1.43964907e+00 1.74771216e-17]\n", - " [ 3.15253890e-17 2.31407724e-17 1.55423892e+00]]]\n", - "Ehrenfest Hessian at center of mass is zero: False\n", - "\n", - " (should be zero)\n", - "\n", - "Ehrenfest Hessian (α = 0.5 and β = 1):\n", - "Shape of a Ehrenfest Hessian at one point: (3, 3)\n", - "Ehrenfest Hessian at center of mass:\n", - "[[[2.00735231e+00 1.21588767e-17 1.80469926e-16]\n", - " [1.42419254e-17 3.76607579e+00 4.81604688e-17]\n", - " [2.66669924e-16 5.63157020e-17 1.05069660e+00]]]\n", - "Ehrenfest Hessian at center of mass is zero: False\n", - "\n", - "Ehrenfest Hessian evaluated at 1600 points:\n", - "Shape of a Ehrenfest Hessian result: (1600, 3, 3)\n" - ] + "cell_type": "markdown", + "id": "c6afcd3f", + "metadata": {}, + "source": [ + "A graphical representation of the Ehrenfest force across the molecular plane is shown below. The Ehrenfest force is represented as a vector field. The atomic domain boundaries can be easily inferred." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "9c9d1d24", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# use fixed length for the gradient vectors\n", + "grad_length = 0.2\n", + "ef_sc = ef_vals/np.linalg.norm(ef_vals, axis=1)[:, None] * grad_length\n", + "\n", + "# plot the atoms boundaries (ef = 0)\n", + "fig=plt.figure(figsize=(9, 6))\n", + "ax1 = fig.add_subplot(111, aspect='equal')\n", + "# Plot the electron density as contour plot\n", + "ax1.set_title(\"Ehrenfest Force\")\n", + "ax1.set_xlabel(\"y\")\n", + "ax1.set_ylabel(\"z\")\n", + "\n", + "X = points[:, 1].reshape(plt_pts, plt_pts)\n", + "Y = points[:, 2].reshape(plt_pts, plt_pts)\n", + "Z = np.zeros_like(X)\n", + "\n", + "# Plot the vectorial map (omit the x-component)\n", + "ax1.quiver(points[:, 1], points[:, 2], ef_sc[:, 1], ef_sc[:, 2], color='k', angles='xy', scale_units='xy', scale=1)\n", + "\n", + "# Add atomic symbols to the plots\n", + "symbols = ['C', 'H', 'H', 'C', 'H', 'H']\n", + "yz_coords = atcoords[:, 1:]\n", + "for coord, symbol in zip(yz_coords, symbols):\n", + " ax1.text(coord[0], coord[1], symbol, color='red', ha='center', va='center', fontsize=14,fontweight='bold')\n", + "\n", + "plt.tight_layout() # Adjust layout for better spacing\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "6884bc57", + "metadata": {}, + "source": [ + "## Ehrenfest Hessian\n", + "Another related quantity is the Ehrenfest Hessian, which is defined as the negative of the gradient of the Ehrenfest force:\n", + "$$\n", + "\\begin{equation}\n", + " \\begin{split}\n", + " H_{jk}(\\mathbf{r}_n | \\alpha, \\beta)\n", + " =&\n", + " - \\frac{\\partial}{\\partial r_k} F_j(\\mathbf{r}_n | \\alpha, \\beta)\\\\\n", + " =&\n", + " \\alpha\n", + " \\sum_i\n", + " \\left(\n", + " \\frac{\\partial^4}{\\partial r^2_i \\partial r_k \\partial r'_j} \\gamma(\\mathbf{r}, \\mathbf{r}')\n", + " +\\frac{\\partial^4}{\\partial r^2_i \\partial r'_j \\partial r'_k} \\gamma(\\mathbf{r}, \\mathbf{r}')\n", + " \\right)_{\\mathbf{r} = \\mathbf{r}' = \\mathbf{r}_n}\\\\\n", + " &- (1 - \\alpha)\n", + " \\sum_i\n", + " \\left(\n", + " \\frac{\\partial^4}{\\partial r^2_i \\partial r_j \\partial r_k} \\gamma(\\mathbf{r}, \\mathbf{r})\n", + " + \\frac{\\partial^4}{\\partial r^2_i \\partial r_j \\partial r'_k} \\gamma(\\mathbf{r}, \\mathbf{r})\n", + " \\right)_{\\mathbf{r} = \\mathbf{r}' = \\mathbf{r}_n}\\\\\n", + " &- (1 - 2\\alpha)\n", + " \\sum_i\n", + " \\left(\n", + " \\frac{\\partial^4}{\\partial r_i \\partial r_j \\partial r_k \\partial r'_i} \\gamma(\\mathbf{r}, \\mathbf{r})\n", + " + \\frac{\\partial^4}{\\partial r_i \\partial r_j \\partial r'_i \\partial r'_k} \\gamma(\\mathbf{r}, \\mathbf{r})\n", + " \\right)_{\\mathbf{r} = \\mathbf{r}' = \\mathbf{r}_n}\\\\\n", + " &+ \\frac{1}{2} \\sum_i \\delta_{ij} \\beta\n", + " \\frac{\\partial^2}{\\partial r_i \\partial r_k} \\nabla^2 \\rho(\\mathbf{r}_n)\\\\\n", + " \\end{split}\n", + "\\end{equation}\n", + "$$\n", + "\n", + "The following example shows how to evaluate it at a set of points." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "51ddce6b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Center of mass of ethylene: [[ 1.00919914e-17 0.00000000e+00 -1.18660335e-17]]\n", + "\n", + "Ehrenfest Hessian (\u03b1 = 1 and \u03b2 = 0):\n", + "Shape of a Ehrenfest Hessian at one point: (3, 3)\n", + "Ehrenfest Hessian at center of mass:\n", + "[[[ 5.71189313e-01 5.78670326e-18 -5.46746091e-17]\n", + " [ 7.86975199e-18 1.43964907e+00 1.74771216e-17]\n", + " [ 3.15253890e-17 2.31407724e-17 1.55423892e+00]]]\n", + "Ehrenfest Hessian at center of mass is zero: False\n", + "\n", + " (should be zero)\n", + "\n", + "Ehrenfest Hessian (\u03b1 = 0.5 and \u03b2 = 1):\n", + "Shape of a Ehrenfest Hessian at one point: (3, 3)\n", + "Ehrenfest Hessian at center of mass:\n", + "[[[2.00735231e+00 1.21588767e-17 1.80469926e-16]\n", + " [1.42419254e-17 3.76607579e+00 4.81604688e-17]\n", + " [2.66669924e-16 5.63157020e-17 1.05069660e+00]]]\n", + "Ehrenfest Hessian at center of mass is zero: False\n", + "\n", + "Ehrenfest Hessian evaluated at 1600 points:\n", + "Shape of a Ehrenfest Hessian result: (1600, 3, 3)\n" + ] + } + ], + "source": [ + "from gbasis.evals.stress_tensor import evaluate_ehrenfest_hessian\n", + "\n", + "# center of mass of ethylene\n", + "com = (np.mean(mol_data.atmasses[:,None] * atcoords, axis=0) / np.sum(mol_data.atmasses))[None,:]\n", + "print(f\"Center of mass of ethylene: {com}\", end=\"\\n\\n\")\n", + "\n", + "alpha, beta = 1, 0\n", + "print(f\"Ehrenfest Hessian (\u03b1 = {alpha} and \u03b2 = {beta}):\")\n", + "ef_com = evaluate_ehrenfest_hessian(rdm, ao_basis, com, alpha=alpha, beta=beta)\n", + "print(f\"Shape of a Ehrenfest Hessian at one point: {ef_com[0].shape}\")\n", + "print(f\"Ehrenfest Hessian at center of mass:\\n{ef_com}\")\n", + "print(f\"Ehrenfest Hessian at center of mass is zero: {np.allclose(ef_com, 0)}\", end=\"\\n\\n\")\n", + "print(f\" (should be zero)\", end=\"\\n\\n\")\n", + "\n", + "alpha, beta = 0.5, 1\n", + "print(\"Ehrenfest Hessian (\u03b1 = 0.5 and \u03b2 = 1):\")\n", + "ef_com = evaluate_ehrenfest_hessian(rdm, ao_basis, com, alpha=alpha, beta=beta)\n", + "print(f\"Shape of a Ehrenfest Hessian at one point: {ef_com[0].shape}\")\n", + "print(f\"Ehrenfest Hessian at center of mass:\\n{ef_com}\")\n", + "print(f\"Ehrenfest Hessian at center of mass is zero: {np.allclose(ef_com, 0)}\", end=\"\\n\\n\")\n", + "\n", + "print(f\"Ehrenfest Hessian evaluated at {points.shape[0]} points:\")\n", + "ef_vals = evaluate_ehrenfest_hessian(rdm, ao_basis, points, alpha=alpha, beta=beta)\n", + "print(f\"Shape of a Ehrenfest Hessian result: {ef_vals.shape}\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.12.1" } - ], - "source": [ - "from gbasis.evals.stress_tensor import evaluate_ehrenfest_hessian\n", - "\n", - "# center of mass of ethylene\n", - "com = (np.mean(mol_data.atmasses[:,None] * atcoords, axis=0) / np.sum(mol_data.atmasses))[None,:]\n", - "print(f\"Center of mass of ethylene: {com}\", end=\"\\n\\n\")\n", - "\n", - "alpha, beta = 1, 0\n", - "print(f\"Ehrenfest Hessian (α = {alpha} and β = {beta}):\")\n", - "ef_com = evaluate_ehrenfest_hessian(rdm, ao_basis, com, alpha=alpha, beta=beta)\n", - "print(f\"Shape of a Ehrenfest Hessian at one point: {ef_com[0].shape}\")\n", - "print(f\"Ehrenfest Hessian at center of mass:\\n{ef_com}\")\n", - "print(f\"Ehrenfest Hessian at center of mass is zero: {np.allclose(ef_com, 0)}\", end=\"\\n\\n\")\n", - "print(f\" (should be zero)\", end=\"\\n\\n\")\n", - "\n", - "alpha, beta = 0.5, 1\n", - "print(\"Ehrenfest Hessian (α = 0.5 and β = 1):\")\n", - "ef_com = evaluate_ehrenfest_hessian(rdm, ao_basis, com, alpha=alpha, beta=beta)\n", - "print(f\"Shape of a Ehrenfest Hessian at one point: {ef_com[0].shape}\")\n", - "print(f\"Ehrenfest Hessian at center of mass:\\n{ef_com}\")\n", - "print(f\"Ehrenfest Hessian at center of mass is zero: {np.allclose(ef_com, 0)}\", end=\"\\n\\n\")\n", - "\n", - "print(f\"Ehrenfest Hessian evaluated at {points.shape[0]} points:\")\n", - "ef_vals = evaluate_ehrenfest_hessian(rdm, ao_basis, points, alpha=alpha, beta=beta)\n", - "print(f\"Shape of a Ehrenfest Hessian result: {ef_vals.shape}\")" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "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": "3.12.1" - } - }, - "nbformat": 4, - "nbformat_minor": 5 + "nbformat": 4, + "nbformat_minor": 5 } diff --git a/notebooks/tutorial/Evaluations_basis_and_potential.ipynb b/notebooks/tutorial/Evaluations_basis_and_potential.ipynb index 4a31dd7f..154fe696 100644 --- a/notebooks/tutorial/Evaluations_basis_and_potential.ipynb +++ b/notebooks/tutorial/Evaluations_basis_and_potential.ipynb @@ -1,410 +1,410 @@ { - "cells": [ - { - "cell_type": "markdown", - "id": "158f041c", - "metadata": {}, - "source": [ - "# Evaluations: Basis Functions and Electostatic potential\n", - "\n", - "Other than the electron density $\\rho(\\mathbf{r})$, the one-electron reduced density matrix (1-RDM) $\\gamma(\\mathbf{r}, \\mathbf{r}')$ and their derived properties, [`gbasis`](http://gbasis.qcdevs.org/intro.html) supports the evaluation of the basis functions $\\phi_i(\\mathbf{r})$ and the electrostatic potential $v(\\mathbf{r})$. These properties are commonly used in the analysis of electronic structure calculations and are obtainable from other packages (for their supported methods). In this tutorial, we will show how to evaluate these properties using `gbasis` for a set of points in space. We will also take the opportunity to show how to interface `gbasis` with other packages to load the data ([`iodata`](https://iodata.readthedocs.io/en/latest/)) and to define the grid of points and export the results as cube files ([`grid`](https://grid.qcdevs.org/)).\n", - "\n", - "## Load Data\n", - "\n", - "To evaluate properties dependent on the system state, we need its wavefunction or an equivalent representation. In `gbasis`, this is done through the **one-electron reduced density matrix** (1-RDM). As a case example, the following code will load this data from a `fchk` file corresponding to a `ub3lyp/aug-cc-pvtz` calculation on ethylene. The file can be [downloaded]() from the data folder of this repository. For simplicity, we will be using the [`iodata`](https://iodata.readthedocs.io/en/latest/) package to load the data:" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "efec5c94", - "metadata": {}, - "outputs": [ + "cells": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "Loaded: ch2o_q+0 ub3lyp/aug-cc-pvtz opt-stable-freq\n", - "Basis: aug-cc-pvtz\n", - "Atom numbers: [8 6 1 1]\n", - "Atom coordinates:\n", - "[[ 2.27823914e+00 4.13899085e-07 3.12033662e-07]\n", - " [ 1.01154892e-02 1.09802629e-07 -6.99333116e-07]\n", - " [-1.09577141e+00 1.77311416e+00 1.42544321e-07]\n", - " [-1.09577166e+00 -1.77311468e+00 2.44755133e-07]]\n", - "Molecule is planar: True\n", - "Number of atomic orbitals: 46\n", - "One electron RDM shape: (138, 138)\n" - ] - } - ], - "source": [ - "import numpy as np\n", - "from iodata import load_one\n", - "from gbasis.wrappers import from_iodata\n", - "\n", - "# formchk file available from\n", - "#\n", - "\n", - "# load molecule info and basis from fchk file\n", - "mol_data = load_one(\"./data/ch2o_q_0.fchk\")\n", - "ao_basis = from_iodata(mol_data) # basis definition for the atomic orbitals\n", - "\n", - "# one electron RDM from fchk file\n", - "rdm = mol_data.one_rdms[\"scf\"]\n", - "\n", - "# atomic coordinates and numbers\n", - "atcoords = mol_data.atcoords\n", - "atnums = mol_data.atnums\n", - "\n", - "print(f\"Loaded: {mol_data.title}\")\n", - "print(f\"Basis: {mol_data.obasis_name}\")\n", - "print(f\"Atom numbers: {mol_data.atnums}\")\n", - "print(f\"Atom coordinates:\\n{mol_data.atcoords}\")\n", - "print(f\"Molecule is planar: {np.allclose(atcoords[:, 2], 0 , atol=1e-6)}\")\n", - "print(f\"Number of atomic orbitals: {len(ao_basis)}\")\n", - "print(f\"One electron RDM shape: {rdm.shape}\")" - ] - }, - { - "cell_type": "markdown", - "id": "9974158d", - "metadata": {}, - "source": [ - "## Define Auxiliary Grids\n", - "\n", - "For the next examples two grids will be used:\n", - "1. A uniform `grid` spanning a cube containing the molecule (support export to cube files).\n", - "2. A planar mesh spanning the molecular plane (that will be used to plot the calculated properties in the plane)." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "b15e6f10", - "metadata": {}, - "outputs": [ + "cell_type": "markdown", + "id": "158f041c", + "metadata": {}, + "source": [ + "# Evaluations: Basis Functions and Electostatic potential\n", + "\n", + "Other than the electron density $\\rho(\\mathbf{r})$, the one-electron reduced density matrix (1-RDM) $\\gamma(\\mathbf{r}, \\mathbf{r}')$ and their derived properties, [`gbasis`](http://gbasis.qcdevs.org/intro.html) supports the evaluation of the basis functions $\\phi_i(\\mathbf{r})$ and the electrostatic potential $v(\\mathbf{r})$. These properties are commonly used in the analysis of electronic structure calculations and are obtainable from other packages (for their supported methods). In this tutorial, we will show how to evaluate these properties using `gbasis` for a set of points in space. We will also take the opportunity to show how to interface `gbasis` with other packages to load the data ([`iodata`](https://iodata.readthedocs.io/en/latest/)) and to define the grid of points and export the results as cube files ([`grid`](https://grid.qcdevs.org/)).\n", + "\n", + "## Load Data\n", + "\n", + "To evaluate properties dependent on the system state, we need its wavefunction or an equivalent representation. In `gbasis`, this is done through the **one-electron reduced density matrix** (1-RDM). As a case example, the following code will load this data from a `fchk` file corresponding to a `ub3lyp/aug-cc-pvtz` calculation on ethylene. The file can be [downloaded]() from the data folder of this repository. For simplicity, we will be using the [`iodata`](https://iodata.readthedocs.io/en/latest/) package to load the data:" + ] + }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "Number of points in the molecule grid: 4788\n", - "Number of points in the planar grid: 1600\n" - ] - } - ], - "source": [ - "from grid import UniformGrid\n", - "from grid import UniformInteger, LinearInfiniteRTransform, Tensor1DGrids\n", - "\n", - "# create a uniform grid for the molecule (interface to cube files)\n", - "mol_grid = UniformGrid.from_molecule(atnums, atcoords, spacing=0.75, extension=5.0, rotate=True)\n", - "\n", - "# create a planar grid for the molecule\n", - "coord_limit = 5\n", - "plt_pts = 40\n", - "plt_lmts = [-coord_limit, coord_limit, -coord_limit, coord_limit]\n", - "x_vals = np.linspace(-coord_limit, coord_limit, plt_pts)\n", - "y_vals = x_vals\n", - "\n", - "# Sample 3D points uniformly in the molecular xy-plane (z=0)\n", - "x_vals, y_vals = np.meshgrid(x_vals, y_vals)\n", - "x_vals, y_vals = x_vals.flatten(), y_vals.flatten()\n", - "z_vals = np.zeros_like(x_vals)\n", - "points = np.array([x_vals, y_vals, z_vals]).T # gbasis evaluates at 3D points\n", - "\n", - "print(f\"Number of points in the molecule grid: {mol_grid.size}\")\n", - "print(f\"Number of points in the planar grid: {len(points)}\")" - ] - }, - { - "cell_type": "markdown", - "id": "7e9930e2", - "metadata": {}, - "source": [ - "## Obtain HOMO and LUMO\n", - "\n", - "`gbasis` supports the evaluation of the basis functions $\\phi_i(\\mathbf{r})$ for a set of points in space. It also supports the application of an arbitrary transformation (defined by a matrix) to the basis functions before their evaluation. This is useful for evaluating any function given its expansion in the given basis set. For example the following code will evaluate the HOMO and LUMO orbitals of formaldehyde. The results will be stored in a cube file for easier interface with any molecular visualizer.\n", - "\n", - "#### Evaluate Orbitals in Uniform Grid\n", - "The following code shows how to evaluate the basis in the uniform grid points. As we desire to evaluate the MOs instead of the basis functions, the argument `transform` is used with the matrix of the basis set expansion coefficients (transforms from AO to MO)." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "a9e34c7c", - "metadata": {}, - "outputs": [ + "cell_type": "code", + "execution_count": 1, + "id": "efec5c94", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loaded: ch2o_q+0 ub3lyp/aug-cc-pvtz opt-stable-freq\n", + "Basis: aug-cc-pvtz\n", + "Atom numbers: [8 6 1 1]\n", + "Atom coordinates:\n", + "[[ 2.27823914e+00 4.13899085e-07 3.12033662e-07]\n", + " [ 1.01154892e-02 1.09802629e-07 -6.99333116e-07]\n", + " [-1.09577141e+00 1.77311416e+00 1.42544321e-07]\n", + " [-1.09577166e+00 -1.77311468e+00 2.44755133e-07]]\n", + "Molecule is planar: True\n", + "Number of atomic orbitals: 46\n", + "One electron RDM shape: (138, 138)\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "from iodata import load_one\n", + "from gbasis.wrappers import from_iodata\n", + "\n", + "# formchk file available from\n", + "#\n", + "\n", + "# load molecule info and basis from fchk file\n", + "mol_data = load_one(\"./data/ch2o_q_0.fchk\")\n", + "ao_basis = from_iodata(mol_data) # basis definition for the atomic orbitals\n", + "\n", + "# one electron RDM from fchk file\n", + "rdm = mol_data.one_rdms[\"scf\"]\n", + "\n", + "# atomic coordinates and numbers\n", + "atcoords = mol_data.atcoords\n", + "atnums = mol_data.atnums\n", + "\n", + "print(f\"Loaded: {mol_data.title}\")\n", + "print(f\"Basis: {mol_data.obasis_name}\")\n", + "print(f\"Atom numbers: {mol_data.atnums}\")\n", + "print(f\"Atom coordinates:\\n{mol_data.atcoords}\")\n", + "print(f\"Molecule is planar: {np.allclose(atcoords[:, 2], 0 , atol=1e-6)}\")\n", + "print(f\"Number of atomic orbitals: {len(ao_basis)}\")\n", + "print(f\"One electron RDM shape: {rdm.shape}\")" + ] + }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "MO orbital values shape: (276, 4788) -> 276 MOs, 4788 points\n" - ] - } - ], - "source": [ - "from gbasis.evals.eval import evaluate_basis\n", - "\n", - "# extract MO coefficients from iodata object\n", - "mo_coeffs = mol_data.mo.coeffs\n", - "\n", - "# Compute expected MO values using GBasis\n", - "mo_vals = evaluate_basis(ao_basis, mol_grid.points, transform=mo_coeffs.T)\n", - "print(f\"MO orbital values shape: {mo_vals.shape} -> \", end=\"\")\n", - "print(f\"{mo_vals.shape[0]} MOs, {mo_vals.shape[1]} points\")" - ] - }, - { - "cell_type": "markdown", - "id": "1042ebcc", - "metadata": {}, - "source": [ - "#### Export Desired Orbitals to Cube Files\n", - "\n", - "Here, we select the orbitals we want to extract and a cube file is generated with the results. It is important to understand the correlation between the values generated by `gbasis` and the corresponding MOs. For each grid point, the function `evaluate_basis` returns an array of floats, corresponding to the orbitals sorted by increasing energy values from left to right (index 0 corresponds to the first orbital). In the case of an unrestricted calculation, the alpha orbitals are listed first." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "c603ef3c", - "metadata": {}, - "outputs": [], - "source": [ - "# Save the HOMO orbital (alpha)\n", - "homo_vals = mo_vals[int(mol_data.nelec / 2 - 1), :]\n", - "mol_grid.generate_cube(\n", - " fname=\"ch2o_homo_alpha.cube\",\n", - " data=homo_vals,\n", - " atcoords=atcoords,\n", - " atnums=atnums,\n", - " pseudo_numbers=mol_data.atcorenums,\n", - ")\n", - "\n", - "# Save the HOMO orbital (beta)\n", - "homo_vals = mo_vals[int(mo_vals.shape[0] / 2 + mol_data.nelec / 2 - 1), :]\n", - "mol_grid.generate_cube(\n", - " fname=\"ch2o_homo_beta.cube\",\n", - " data=homo_vals,\n", - " atcoords=atcoords,\n", - " atnums=atnums,\n", - " pseudo_numbers=mol_data.atcorenums,\n", - ")\n", - "\n", - "# Save the LUMO orbital (alpha)\n", - "lumo_vals = mo_vals[int(mol_data.nelec / 2), :]\n", - "mol_grid.generate_cube(\n", - " fname=\"ch2o_lumo_alpha.cube\",\n", - " data=lumo_vals,\n", - " atcoords=atcoords,\n", - " atnums=atnums,\n", - " pseudo_numbers=mol_data.atcorenums,\n", - ")\n", - "\n", - "# Save the LUMO orbital (beta)\n", - "lumo_vals = mo_vals[int(mo_vals.shape[0] / 2 + mol_data.nelec / 2), :]\n", - "mol_grid.generate_cube(\n", - " fname=\"ch2o_lumo_beta.cube\",\n", - " data=lumo_vals,\n", - " atcoords=atcoords,\n", - " atnums=atnums,\n", - " pseudo_numbers=mol_data.atcorenums,\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "5c965062", - "metadata": {}, - "source": [ - "## Plot HOMO\n", - "\n", - "The next code computes the HOMO (alpha) for the grid of points in the molecular plane. A contour plot representation is also generated." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "1bdf1b91", - "metadata": {}, - "outputs": [ + "cell_type": "markdown", + "id": "9974158d", + "metadata": {}, + "source": [ + "## Define Auxiliary Grids\n", + "\n", + "For the next examples two grids will be used:\n", + "1. A uniform `grid` spanning a cube containing the molecule (support export to cube files).\n", + "2. A planar mesh spanning the molecular plane (that will be used to plot the calculated properties in the plane)." + ] + }, { - "data": { - "image/png": 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", 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" + "cell_type": "code", + "execution_count": 2, + "id": "b15e6f10", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of points in the molecule grid: 4788\n", + "Number of points in the planar grid: 1600\n" + ] + } + ], + "source": [ + "from grid import UniformGrid\n", + "from grid import UniformInteger, LinearInfiniteRTransform, Tensor1DGrids\n", + "\n", + "# create a uniform grid for the molecule (interface to cube files)\n", + "mol_grid = UniformGrid.from_molecule(atnums, atcoords, spacing=0.75, extension=5.0, rotate=True)\n", + "\n", + "# create a planar grid for the molecule\n", + "coord_limit = 5\n", + "plt_pts = 40\n", + "plt_lmts = [-coord_limit, coord_limit, -coord_limit, coord_limit]\n", + "x_vals = np.linspace(-coord_limit, coord_limit, plt_pts)\n", + "y_vals = x_vals\n", + "\n", + "# Sample 3D points uniformly in the molecular xy-plane (z=0)\n", + "x_vals, y_vals = np.meshgrid(x_vals, y_vals)\n", + "x_vals, y_vals = x_vals.flatten(), y_vals.flatten()\n", + "z_vals = np.zeros_like(x_vals)\n", + "points = np.array([x_vals, y_vals, z_vals]).T # gbasis evaluates at 3D points\n", + "\n", + "print(f\"Number of points in the molecule grid: {mol_grid.size}\")\n", + "print(f\"Number of points in the planar grid: {len(points)}\")" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "\n", - "# Compute expected MO values using GBasis\n", - "mo_vals = evaluate_basis(ao_basis, points, transform=mo_coeffs.T)\n", - "homo_vals = mo_vals[int(mol_data.nelec / 2 - 1), :]\n", - "\n", - "# plot the HOMO\n", - "fig = plt.figure(figsize=(9, 6))\n", - "ax1 = fig.add_subplot(111, aspect=\"equal\")\n", - "# Plot the electron density as contour plot\n", - "ax1.set_title(\"HOMO Isovalues\")\n", - "ax1.set_xlabel(\"x\")\n", - "ax1.set_ylabel(\"y\")\n", - "\n", - "X = points[:, 0].reshape(plt_pts, plt_pts)\n", - "Y = points[:, 1].reshape(plt_pts, plt_pts)\n", - "Z = homo_vals.reshape(plt_pts, plt_pts)\n", - "# Add contour plot of the electron density\n", - "levels = np.array([-0.1, -0.03, 0.03, 0.1])\n", - "cs = ax1.contour(X, Y, Z, levels, colors=\"k\")\n", - "# Add atomic symbols to the plots\n", - "symbols = [\"O\", \"C\", \"H\", \"H\"]\n", - "xy_coords = atcoords[:, :2]\n", - "for coord, symbol in zip(xy_coords, symbols):\n", - " ax1.text(\n", - " coord[0],\n", - " coord[1],\n", - " symbol,\n", - " color=\"red\",\n", - " ha=\"center\",\n", - " va=\"center\",\n", - " fontsize=14,\n", - " fontweight=\"bold\",\n", - " )\n", - "\n", - "plt.tight_layout() # Adjust layout for better spacing\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "7087d39c", - "metadata": {}, - "source": [ - "## Evaluate Electrostatic Potential\n", - "\n", - "The following example shows how to evaluate the electrostatic potential of formaldehyde. In this example, the same grids will be used. " - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "4d3d9556", - "metadata": {}, - "outputs": [], - "source": [ - "from gbasis.evals.electrostatic_potential import electrostatic_potential\n", - "\n", - "# Compute electrostatic potential at grid points\n", - "v_elect = electrostatic_potential(\n", - " basis=ao_basis,\n", - " one_density_matrix=rdm,\n", - " points=mol_grid.points,\n", - " nuclear_coords=atcoords,\n", - " nuclear_charges=mol_data.atcorenums,\n", - ")\n", - "mol_grid.generate_cube(\n", - " fname=\"ch2o_pot.cube\",\n", - " data=v_elect,\n", - " atcoords=atcoords,\n", - " atnums=atnums,\n", - " pseudo_numbers=mol_data.atcorenums,\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "7660a4f9", - "metadata": {}, - "source": [ - "The following code computes the electrostatic potential for the grid of points in the molecular plane. A heatmap representation is generated for visualization." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "077ab425", - "metadata": {}, - "outputs": [ + }, { - "data": { - "image/png": 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", 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" + "cell_type": "markdown", + "id": "7e9930e2", + "metadata": {}, + "source": [ + "## Obtain HOMO and LUMO\n", + "\n", + "`gbasis` supports the evaluation of the basis functions $\\phi_i(\\mathbf{r})$ for a set of points in space. It also supports the application of an arbitrary transformation (defined by a matrix) to the basis functions before their evaluation. This is useful for evaluating any function given its expansion in the given basis set. For example the following code will evaluate the HOMO and LUMO orbitals of formaldehyde. The results will be stored in a cube file for easier interface with any molecular visualizer.\n", + "\n", + "#### Evaluate Orbitals in Uniform Grid\n", + "The following code shows how to evaluate the basis in the uniform grid points. As we desire to evaluate the MOs instead of the basis functions, the argument `transform` is used with the matrix of the basis set expansion coefficients (transforms from AO to MO)." ] - }, - "metadata": {}, - "output_type": "display_data" + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "a9e34c7c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MO orbital values shape: (276, 4788) -> 276 MOs, 4788 points\n" + ] + } + ], + "source": [ + "from gbasis.evals.eval import evaluate_basis\n", + "\n", + "# extract MO coefficients from iodata object\n", + "mo_coeffs = mol_data.mo.coeffs\n", + "\n", + "# Compute expected MO values using GBasis\n", + "mo_vals = evaluate_basis(ao_basis, mol_grid.points, transform=mo_coeffs.T)\n", + "print(f\"MO orbital values shape: {mo_vals.shape} -> \", end=\"\")\n", + "print(f\"{mo_vals.shape[0]} MOs, {mo_vals.shape[1]} points\")" + ] + }, + { + "cell_type": "markdown", + "id": "1042ebcc", + "metadata": {}, + "source": [ + "#### Export Desired Orbitals to Cube Files\n", + "\n", + "Here, we select the orbitals we want to extract and a cube file is generated with the results. It is important to understand the correlation between the values generated by `gbasis` and the corresponding MOs. For each grid point, the function `evaluate_basis` returns an array of floats, corresponding to the orbitals sorted by increasing energy values from left to right (index 0 corresponds to the first orbital). In the case of an unrestricted calculation, the alpha orbitals are listed first." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "c603ef3c", + "metadata": {}, + "outputs": [], + "source": [ + "# Save the HOMO orbital (alpha)\n", + "homo_vals = mo_vals[int(mol_data.nelec / 2 - 1), :]\n", + "mol_grid.generate_cube(\n", + " fname=\"ch2o_homo_alpha.cube\",\n", + " data=homo_vals,\n", + " atcoords=atcoords,\n", + " atnums=atnums,\n", + " pseudo_numbers=mol_data.atcorenums,\n", + ")\n", + "\n", + "# Save the HOMO orbital (beta)\n", + "homo_vals = mo_vals[int(mo_vals.shape[0] / 2 + mol_data.nelec / 2 - 1), :]\n", + "mol_grid.generate_cube(\n", + " fname=\"ch2o_homo_beta.cube\",\n", + " data=homo_vals,\n", + " atcoords=atcoords,\n", + " atnums=atnums,\n", + " pseudo_numbers=mol_data.atcorenums,\n", + ")\n", + "\n", + "# Save the LUMO orbital (alpha)\n", + "lumo_vals = mo_vals[int(mol_data.nelec / 2), :]\n", + "mol_grid.generate_cube(\n", + " fname=\"ch2o_lumo_alpha.cube\",\n", + " data=lumo_vals,\n", + " atcoords=atcoords,\n", + " atnums=atnums,\n", + " pseudo_numbers=mol_data.atcorenums,\n", + ")\n", + "\n", + "# Save the LUMO orbital (beta)\n", + "lumo_vals = mo_vals[int(mo_vals.shape[0] / 2 + mol_data.nelec / 2), :]\n", + "mol_grid.generate_cube(\n", + " fname=\"ch2o_lumo_beta.cube\",\n", + " data=lumo_vals,\n", + " atcoords=atcoords,\n", + " atnums=atnums,\n", + " pseudo_numbers=mol_data.atcorenums,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "5c965062", + "metadata": {}, + "source": [ + "## Plot HOMO\n", + "\n", + "The next code computes the HOMO (alpha) for the grid of points in the molecular plane. A contour plot representation is also generated." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "1bdf1b91", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "# Compute expected MO values using GBasis\n", + "mo_vals = evaluate_basis(ao_basis, points, transform=mo_coeffs.T)\n", + "homo_vals = mo_vals[int(mol_data.nelec / 2 - 1), :]\n", + "\n", + "# plot the HOMO\n", + "fig = plt.figure(figsize=(9, 6))\n", + "ax1 = fig.add_subplot(111, aspect=\"equal\")\n", + "# Plot the electron density as contour plot\n", + "ax1.set_title(\"HOMO Isovalues\")\n", + "ax1.set_xlabel(\"x\")\n", + "ax1.set_ylabel(\"y\")\n", + "\n", + "X = points[:, 0].reshape(plt_pts, plt_pts)\n", + "Y = points[:, 1].reshape(plt_pts, plt_pts)\n", + "Z = homo_vals.reshape(plt_pts, plt_pts)\n", + "# Add contour plot of the electron density\n", + "levels = np.array([-0.1, -0.03, 0.03, 0.1])\n", + "cs = ax1.contour(X, Y, Z, levels, colors=\"k\")\n", + "# Add atomic symbols to the plots\n", + "symbols = [\"O\", \"C\", \"H\", \"H\"]\n", + "xy_coords = atcoords[:, :2]\n", + "for coord, symbol in zip(xy_coords, symbols):\n", + " ax1.text(\n", + " coord[0],\n", + " coord[1],\n", + " symbol,\n", + " color=\"red\",\n", + " ha=\"center\",\n", + " va=\"center\",\n", + " fontsize=14,\n", + " fontweight=\"bold\",\n", + " )\n", + "\n", + "plt.tight_layout() # Adjust layout for better spacing\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "7087d39c", + "metadata": {}, + "source": [ + "## Evaluate Electrostatic Potential\n", + "\n", + "The following example shows how to evaluate the electrostatic potential of formaldehyde. In this example, the same grids will be used. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "4d3d9556", + "metadata": {}, + "outputs": [], + "source": [ + "from gbasis.evals.electrostatic_potential import electrostatic_potential\n", + "\n", + "# Compute electrostatic potential at grid points\n", + "v_elect = electrostatic_potential(\n", + " basis=ao_basis,\n", + " one_density_matrix=rdm,\n", + " points=mol_grid.points,\n", + " nuclear_coords=atcoords,\n", + " nuclear_charges=mol_data.atcorenums,\n", + ")\n", + "mol_grid.generate_cube(\n", + " fname=\"ch2o_pot.cube\",\n", + " data=v_elect,\n", + " atcoords=atcoords,\n", + " atnums=atnums,\n", + " pseudo_numbers=mol_data.atcorenums,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "7660a4f9", + "metadata": {}, + "source": [ + "The following code computes the electrostatic potential for the grid of points in the molecular plane. A heatmap representation is generated for visualization." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "077ab425", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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mzJghSaqsrNQXX3xhc6MlSRo8eLDWrl3ryVv1WFQF4UOHDiktLS3YwwAAAAFUWFio1NTUYA+jVmfOnFGHjsk6cvhkQM/TpEkTnTp1ymbb1KlTNW3atBr79u/fX++88446d+6sw4cP69lnn1VOTo527typFi1a1Ni/pKRErVu3ttnWunVrnTt3TseOHVNKSorTfUpKSiRJx44dU1VVlct9AiWqgnDTpk0lSX98fI4S4hsFeTQAAMCfTp/5QeOn32v59z7UVVZW6sjhk9q+c4qaNo0PyDlOnjyjrG6/V2FhoRITEy3bnVWDhw4davlzjx49lJ2drYyMDL399tuaNGmSw9fYV5vNrlvr7Y72sd/mzj7+FlVB2PwwE+IbEYQBAIhQ4db+2LRpvJomBiYImxITE22CsLsaN26sHj16aM+ePQ6fb9OmTY2q7ZEjR1S/fn1LBdnZPmYFuGXLloqNjXW5T6CERwMNAAAA6lxFRYV27dqllJQUh89nZ2drxYoVNtuWL1+uvn37qkGDBi73ycnJkSQ1bNhQffr0qbHPihUrLPsECkEYAAAAkqRHHnlEq1ev1r59+7Rhwwb94he/UFlZmUaOHClJmjx5su655x7L/mPGjNGBAwc0adIk7dq1S2+++abeeOMNPfLII5Z9xo8fr+XLl+v555/XV199peeff14rV67UhAkTLPtMmjRJf/3rX/Xmm29q165dmjhxogoKCjRmzJiAvt+oao0AAACAc0VFRbrzzjt17NgxtWrVSgMGDND69evVoUMHSVJxcbHN2r7p6elaunSpJk6cqL/85S9q27at/vSnP+nnP/+5ZZ+cnBzNmzdPTzzxhJ588kllZGRo/vz56t+/v2Wf4cOH6/jx43rmmWdUXFys7t27a+nSpZbzBkpUrSNcVlampKQkzX5mPj3CAABEmNNnftADTw1XaWmpV/2wdc3MJfsKfhewHuGTZWeU3v7JsPlM6hqtEQAAAIhKBGEAAABEJYIwAAAAohJBGAAAAFGJIAwAAICoRBAGAABAVCIIAwAAICoRhAEAABCVCMIAAACISgRhAAAARCWCMAAAAKISQRgAAABRiSAMAACAqEQQBgAAQFQiCAMAACAqEYQBAAAQlQjCAAAAiEoEYQAAAEQlgjAAAACiEkEYAAAAUYkgDAAAgKhEEAYAAEBUIggDAAAgKhGEAQAAEJUIwgAAAIhKBGEAAABEJYIwAAAAohJBGAAAAFGJIAwAAICoRBAGAABAVCIIAwAAICoRhAEAABCVCMIAAACISgRhAAAARCWCMAAAAKISQRgAAABRiSAMAACAqEQQBgAAQFQiCAMAACAqhW0QzsvLU0xMjCZMmBDsoQAAACAMhWUQ3rRpk2bPnq2srKxgDwUAAABhKuyC8KlTp3T33Xfr9ddf10UXXRTs4QAAACBMhV0Qzs3N1Q033KBrr7022EMBAABAGKsf7AF4Yt68edqyZYs2bdrk1v4VFRWqqKiwPC4rKwvU0AAAABBmwqYiXFhYqPHjx2vu3LmKj4936zV5eXlKSkqy/KSlpQV4lAAAAAgXYROEv/jiCx05ckR9+vRR/fr1Vb9+fa1evVp/+tOfVL9+fVVVVdV4zeTJk1VaWmr5KSwsDMLIAQAAwo+nK3T95z//Uf369dWrVy+b7YsWLVLfvn3VrFkzNW7cWL169dK7775rs8+sWbOUlZWlxMREJSYmKjs7Wx999JGf3olzYdMacc0112jHjh022+6991516dJFjz32mGJjY2u8Ji4uTnFxcXU1RAAAgIjg6QpdpaWluueee3TNNdfo8OHDNs81b95cU6ZMUZcuXdSwYUP985//1L333qvk5GQNGTJEkpSamqrnnntOF198sSTp7bff1s0336ytW7eqW7du/n1zVsImCDdt2lTdu3e32da4cWO1aNGixnYAAAB4x3qFrmeffdat1/z617/WXXfdpdjYWC1ZssTmuUGDBtk8Hj9+vN5++219/vnnliB800032ezz+9//XrNmzdL69esDGoTDpjUCAAAAgefpCl1z5szRt99+q6lTp9a6r2EY+uSTT/T111/riiuucLhPVVWV5s2bp/LycmVnZ3s0dk+FTUXYkVWrVgV7CAAAACHPfuUsZ+2jnq7QtWfPHv32t7/VmjVrVL++81hZWlqqdu3aqaKiQrGxsZo5c6auu+46m3127Nih7OxsnTlzRk2aNNHixYvVtWtXt8bhrbAOwgAAAOHu27Mt1bgyISDHLj97WpJqrJw1depUTZs2zWabuULX8uXL3Vqhq6qqSnfddZeefvppde7c2eW+TZs2VX5+vk6dOqVPPvlEkyZNUqdOnWzaJi699FLl5+frxIkTWrhwoUaOHKnVq1cHNAzHGIZhBOzoIaasrExJSUma/cx8JcQ3CvZwAACAH50+84MeeGq4SktLlZiYGOzh1MrMJSu/naXGTQMUhE+e1rUZv1FhYaHNZ+KoIrxkyRLdeuutNgsQVFVVKSYmRvXq1bNUc00nTpzQRRddZLPt/PnzMgxDsbGxWr58ua6++mqH4xo9erQKCwv18ccfOx37tddeq4yMDL322msev293UREGAACIcOayZK54ukJXYmJijf1nzpypTz/9VAsWLFB6errTcxmGYXPTM2/38RVBGAAAAG6t0DV58mQdPHhQ77zzjurVq1dj/+TkZMXHx9tsz8vLU9++fZWRkaHKykotXbpU77zzjmbNmmXZ5/HHH9fQoUOVlpamkydPat68eVq1apWWLVsWwHdMEAYAAICbiouLVVBQ4NFrysvL9eCDD6qoqEgJCQnq0qWL5s6dq+HDh1v2OXz4sEaMGKHi4mIlJSUpKytLy5Ytq3FBnb/RIwwAACICPcI1mT3C4fKZ1DXWEQYAAEBUIggDAAAgKhGEAQAAEJUIwgAAAIhKBGEAAABEJYIwAAAAohJBGAAAAFGJIAwAAICoRBAGAABAVCIIAwAAICoRhAEAABCVCMIAAACISgRhAAAARCWCMAAAAKISQRgAAABRiSAMAACAqEQQBgAAQFQiCAMAACAqEYQBAAAQlQjCAAAAiEoEYQAAAEQlgjAAAACiEkEYAAAAUYkgDAAAgKhEEAYAAEBUIggDAAAgKhGEAQAAEJUIwgAAAIhKBGEAAABEJYIwAAAAohJBGAAAAFGJIAwAAICoRBAGAABAVCIIAwAAICoRhAEAABCVCMIAAACISgRhAAAARCWCMAAAAKISQRgAAABRiSAMAACAqEQQBgAAQFQiCAMAACAqEYQBAAAQlQjCAAAAiEoEYQAAAEQlgjAAAAAkSbNmzVJWVpYSExOVmJio7OxsffTRRy5f895776lnz55q1KiRUlJSdO+99+r48eM2+5w4cUK5ublKSUlRfHy8MjMztXTpUsvzHTt2VExMTI2f3NzcgLxPU/2AHh0AAABhIzU1Vc8995wuvvhiSdLbb7+tm2++WVu3blW3bt1q7P/555/rnnvu0csvv6ybbrpJBw8e1JgxYzR69GgtXrxYklRZWanrrrtOycnJWrBggVJTU1VYWKimTZtajrNp0yZVVVVZHn/55Ze67rrrdNtttwX0/RKEAQAAIEm66aabbB7//ve/16xZs7R+/XqHQXj9+vXq2LGjHnroIUlSenq6fv3rX+sPf/iDZZ8333xT3333ndauXasGDRpIkjp06GBznFatWtk8fu6555SRkaErr7zSL+/LGVojAAAAUENVVZXmzZun8vJyZWdnO9wnJydHRUVFWrp0qQzD0OHDh7VgwQLdcMMNln0+/PBDZWdnKzc3V61bt1b37t01ffp0mwqwtcrKSs2dO1f33XefYmJiAvLeTFSEAQAAIlxZWZnN47i4OMXFxTncd8eOHcrOztaZM2fUpEkTLV68WF27dnW4b05Ojt577z0NHz5cZ86c0blz5/TTn/5Ur7zyimWfvXv36tNPP9Xdd9+tpUuXas+ePcrNzdW5c+f01FNP1TjmkiVLdOLECY0aNcr7N+wmgjAAAEAQ7f+hhRrFNgrIsX/44QdJUlpams32qVOnatq0aQ5fc+mllyo/P18nTpzQwoULNXLkSK1evdphGP7vf/+rhx56SE899ZSGDBmi4uJiPfrooxozZozeeOMNSdL58+eVnJys2bNnKzY2Vn369NGhQ4f0wgsvOAzCb7zxhoYOHaq2bdv6+O5rRxAGAACIcIWFhUpMTLQ8dlYNlqSGDRtaLpbr27evNm3apD/+8Y967bXXauybl5engQMH6tFHH5UkZWVlqXHjxrr88sv17LPPKiUlRSkpKWrQoIFiY2Mtr8vMzFRJSYkqKyvVsGFDy/YDBw5o5cqVWrRokc/v2R30CAMAAEQ4czk088dVELZnGIYqKiocPvfDDz+oXj3bOGkGXsMwJEkDBw7UN998o/Pnz1v22b17t1JSUmxCsCTNmTNHycnJNj3GgUQQBgAAgCTp8ccf15o1a7R//37t2LFDU6ZM0apVq3T33XdLkiZPnqx77rnHsv9NN92kRYsWadasWdq7d6/+85//6KGHHlK/fv0srQ2/+c1vdPz4cY0fP167d+/Wv/71L02fPr3GGsHnz5/XnDlzNHLkSNWvXzdNC7RGAAAAQJJ0+PBhjRgxQsXFxUpKSlJWVpaWLVum6667TpJUXFysgoICy/6jRo3SyZMn9ec//1kPP/ywmjVrpquvvlrPP/+8ZZ+0tDQtX75cEydOVFZWltq1a6fx48frscceszn3ypUrVVBQoPvuu69u3qykGMOsW0eBsrIyJSUlafYz85UQH5imdAAAEBynz/ygB54artLSUpt+2FBl5pK/7vh/atQ0QBfLnfxBo3vcHjafSV2jNQIAAABRiSAMAACAqEQQBgAAQFTiYjkgyuTvKrZ53CszJUgjAQAguAjCQISzD76SlJXT+cLza3fXegzCMgAgEhGEgQhkH36tg689V89J0va1u22ORygGAEQKgjAQATwJvp6yP5ZZQSYQAwDCHUEYCGPWAdif4deVrJzONlViAjEAIFwRhIEwZQbRugrA1sxzEogBAOGMIAyEmWAGYHv2gZgwDAAIJwRhIIyEUgi2Zo6H/mEAQDghCANhIFQDsD36hwEA4YQ7ywEhLlxCsCkrp/OFCrGDNYwBAAgVBGEghIVbCLZmBmLCMAAgVNEaAYSgcA7A9rJyOit/7W7aJAAAIYeKMBBiIikEm6gMAwBCEUEYCCGRGIKtEYYBAKGE1gggRNRVCN6472CNbf3S2wX0nJLtihK0SQAAQgFBGAgBdRGCrQNwz94dbZ/bst/ha/wdkAnDAIBQQhAGgizQIdhVAHa1fduW/TWqx/4IxoRhAECoIAgDISAQIdidAOyK/WvMYEwYBgBECoIwEET5u4r9HoJ9DcDOmMcy2yh8DcSEYQBAsLFqBBAkgVhBwQzBPXt39GsItmYJxA4uuvMUd6ADAAQTQRgIAn/3BW/cd1Ab9x0MaAC2RhgGAEQCgjAQJP4MwZ4G4PVFRZYfb5nnJAwDAMIVPcJAHfNn2DNDsLvM4Ns7M+3Ctl2FDvcdkJrq0Tj81TMMAEBdIQgDQeCParAnlVjrym/vzDStPVogScpp1d4mFNu8xkFAdhSOe/bu6NcVJQAAqCu0RgBhyPqiuNpYV4GtQ7AkrT1aYPmxZ+5v/lgfy56/eoazcjrTHgEAqDMEYaAO+WO5NHdDsHUPsBmA1x4t0GUZaTJanpXR8qwuy0jTZRnVIddVKDaPYR7Xkbq4SA8AAH8KmyCcl5enyy67TE2bNlVycrJuueUWff3118EeFhAU7oRgqWYV+LKMNG0s3WvZb2PpXm0s3WsJxLWFYnfCsD8unqMqDACoC2EThFevXq3c3FytX79eK1as0Llz5zR48GCVl5cHe2iAW/wR7mq7OM6+CizJEmaNlme1sXSvBqSmKblFmZJblGlAavU+ZiCWVGsori0Mm+P0FitIAADqStgE4WXLlmnUqFHq1q2bevbsqTlz5qigoEBffPFFsIcGuM2XtojawqV9FViyDcGSNCA1TXtP77S8Zu/pnRqQmuYwEEuOQ7F5DutzWvNHv3AgbjkNAIC9sAnC9kpLSyVJzZs3d7pPRUWFysrKbH6AcOSqL9isAlsHYKlmCE5uUaa9p3eqf6sO6tbskLo1O6T+rTpo7+mdtQZiSXUehiWqwgCAwArLIGwYhiZNmqT/+Z//Uffu3Z3ul5eXp6SkJMtPWprjZaKAQPMl0NUWgiXVWALNUQiWpP6tOujU2XXqkXSJJOnU2XXq36qDJDkNxNa8CcPeoioMAAi0sAzCY8eO1fbt2/XBBx+43G/y5MkqLS21/BQWOr5xAFAXfAl2rkKluyG4W7NDlhCccG6l+jU+oB5Jl+jU2XWW6rAkS+uEGYgdtUtYn6e2nmGqwgCAUBV2QXjcuHH68MMP9e9//1uptdz5Ki4uTomJiTY/QDhxdXGc2Q5hzVUIlmQJwamNekqSEs6ttKkO27dLSI4Dsbth2NcWCS6cAwAEUtgEYcMwNHbsWC1atEiffvqp0tPTgz0kwC3ehjhX4dE+cNqvESzVDMFXbdugAcmj1LPtXLVo9qgyFlcqtVFPm+pwk6ITurPjjZpxWa5mXJarzn/8g00gluR1GPYWLRIAgEAJmyCcm5uruXPn6v3331fTpk1VUlKikpISnT59OthDA2rlbZjzpCXCeo1gM7Sa7Q5m1dcR6+pwl6a252vXKMnmsXlc63O6GpM1WiQAAKEmbILwrFmzVFpaqkGDBiklJcXyM3/+/GAPDQgp5hJpZgh2hxmGA4WqMAAgFNUP9gDcZRhGsIcAhB3ri+PsNWk0VBU6Vusx+rfqoA1Hd6pTQrdADBEAgKAJm4owgGqOLpJzR6u4i2tsa5H0iOXPqY16Kq7qPz6NLdBojwAA+FPYVIQB+NmyZdKxY4o/s8qyqcXRA7W+bEBqmtYX7VW/pE4BHFxNWTmdtX3t7jo9JwAgshGEgQjnqC1CkjR/vjR/vhpbbWrseM9arT1aoJxW7b18NQAAwUFrBBBhzOXOrO8g5+3FcJXnHd8kw5r9yhGBlJXTmfYIAIDfEISBCOTWihFz5kiGYfk5fuIFfb9tstPjmQHbF74uoQYAgD8RhIEIsbF0b411fq3bIpKaDK/rIdnwdQk1AAD8jSAMRDh32yKsV5CwdursOo/O1zszrcbd5fyJ9ggACJxZs2YpKytLiYmJSkxMVHZ2tj766COn+3/++ecaOHCgWrRooYSEBHXp0kUvv/xyjf0WLlyorl27Ki4uTl27dtXixYtr7DNz5kylp6crPj5effr00Zo1a/z63hwhCAMRyLo/2Bet45o73D4g9cJd7AAAkSM1NVXPPfecNm/erM2bN+vqq6/WzTffrJ07HbfHNW7cWGPHjtVnn32mXbt26YknntATTzyh2bNnW/ZZt26dhg8frhEjRmjbtm0aMWKEbr/9dm3YsMGyz/z58zVhwgRNmTJFW7du1eWXX66hQ4eqoKAgoO+XIAyEoI37Dvq1lcBZtdfeRYkP+O2cgUZVGAD876abbtKwYcPUuXNnde7cWb///e/VpEkTrV+/3uH+P/nJT3TnnXeqW7du6tixo375y19qyJAhNtXcGTNm6LrrrtPkyZPVpUsXTZ48Wddcc41mzJhh2eell17S/fffr9GjRyszM1MzZsxQWlqaZs2aFdD3SxAGwtzaoxe+LVvfWjnh3Eq/3jrZXxfM+QO3XAYAz5SVldn8VFRU1PqaqqoqzZs3T+Xl5crOznbrPFu3btXatWt15ZVXWratW7dOgwcPttlvyJAhWrt2rSSpsrJSX3zxRY19Bg8ebNknUFhHGAhR27bs97gqXFRWKumAujWTjlQcl7TtQhgeNKh6hQgXjl+0QDrxgop+2CZJ2lh+YfWJDVY321hfVOj0GFt2OX/O3/J3FatXZkqdnQ8AAuF4eWOVx3i7krtrZ8pjJElpabYXU0+dOlXTpk1z+JodO3YoOztbZ86cUZMmTbR48WJ17drV5XlSU1N19OhRnTt3TtOmTdPo0aMtz5WUlKh169Y2+7du3VolJSWSpGPHjqmqqsrlPoFCEAbqwPa1uz2qYvZLb+dyqbEtuwott1nOadVea48WKOZYAzVsmaaiskJJbaVmkrRF0jZJL9baHnG89EVJqhGCd55oK6k6BHdK6HZhjD/eWW7TtxeCrxmCB6Sm1jj+ti37XZ7fU9xpDgDcV1hYqMTERMvjuLg4p/teeumlys/P14kTJ7Rw4UKNHDlSq1evdhmG16xZo1OnTmn9+vX67W9/q4svvlh33nmn5fmYmBib/Q3DqLHNnX38jSAMBFivzBSv+ln7pbfTRgdV4QGpqVpfVFQjDEvVbRLehOHjpS9aAvCRiuPaf663JDME2wbg9UWFNUJwTqv2LkOw9XvyN6rCAFA7cxUIdzRs2FAXX3yxJKlv377atGmT/vjHP+q1115z+pr09HRJUo8ePXT48GFNmzbNEoTbtGlTo7J75MgRSwW4ZcuWio2NdblPoNAjDIQ4R5VUZ2Ezp1X76srw2TQVlZVq54m22n+ut45UHFfRD9t0vPRFS+VXkuWxdRV4/7ne2nmirUchuLZxBYpZZefCOQAIHMMw3OopdrZ/dna2VqxYYbPP8uXLlZOTI6k6ePfp06fGPitWrLDsEyhUhIEQ5qpFYkBqqtZbVYVNZquEs8pwaqOeNmHYcSuEbQCWbPuC7UPwll2FLkPwti37A1INli60SFAZBgDfPf744xo6dKjS0tJ08uRJzZs3T6tWrdKyZcskSZMnT9bBgwf1zjvvSJL+8pe/qH379urSpYuk6nWFX3zxRY0bN85yzPHjx+uKK67Q888/r5tvvll///vftXLlSn3++eeWfSZNmqQRI0aob9++ys7O1uzZs1VQUKAxY8YE9P0ShIE60CszRfke9glbc3Xh3BYXYfhYbKIanv3xV2HNJOsw7CwASxdCsHX4dVYJri0E1wXrMCyJQAwAXjp8+LBGjBih4uJiJSUlKSsrS8uWLdN1110nSSouLrZZ2/f8+fOaPHmy9u3bp/r16ysjI0PPPfecfv3rX1v2ycnJ0bx58/TEE0/oySefVEZGhubPn6/+/ftb9hk+fLiOHz+uZ555RsXFxerevbuWLl2qDh0uXLQdCDGGUctl5BGkrKxMSUlJmv3MfCXENwr2cBBl8ncVex2EzaqwozBs3sXNPgxL1T3DB2OPqe1FSUpuUaZuzQ6pY/0tSo5rUX1cJ1VgRwHYtOnbQpsQLLluiTBbOwJVEXbE+iI6QjEQPU6f+UEPPDVcpaWlbvfDBpOZS55f/y/FNwnQqhGnyvXYgBvC5jOpa1SEgTBQa4uE3cVzpurKsHTw+2OSkqo3NpP2n6v+o30V2FUAljwPwdbjr0vmFw6qxAAAVwjCQB3ydBk1e85aJMwwuv7HcGodiB2F4WYN/6sTldXL4JgB+IiqX+ssAJvHktwPwf5eMs1TBGIAgCsEYaCOeLuMmqm2tYUl59XhGmG4RXUIPnI80WEAtl4b2PoYkmeVYHPcwUYgBgA4QhAGwkxtd5yzDsOS7G68YdcmoeoAvOnbQm06Zht+rZdFM3kSgoNdDXbEUSCWCMUAEK0IwkAd86U9wqwKuxOGJTm88cbao5KOXdjXDMCOgq+rY7s73lBk/fkTigEgehGEgTrka3uE5F6LhMnZXejWHi2oNfia1V/747kjFKvBzjgLxQRiAIh8BGEgTNVWFTY5upDOVduDo9d6Oi4pdKvBrliH4nyrJdhMhGMAiCwEYaCO+XpzDcn9Fglr9r3DzvbxRTiHYHv280MLBQBEHoIwECS+LqXmbRiWLtyEw593hIukEOyI/Vzlc9MOAAh79YI9ACAamcFpu4Nfv3vCDJ3btuz3qC93QGoqIdhHWTmdLeE4f1ex5QcAED6oCANB4o8L56QL4dOsDkuOb8UcKNEYgq2xAgUAhC+CMBBE/ugXNtkH4kCH4WgPwI6wAgUAhBeCMBACfO0XtmYJxAGsDhOCa+doBQoCMQCEFnqEgSDzV7+wPW/7h2tDCPacfS8xACA0EISBEBCoSmG/9HZ+DcSEYO/ZX1wHAAg+WiOAEOLPFglr7l5Q505QJgT7xhKGaZcAgKAjCAMhwlxFIlBhWHIciB09j8DLyunMBXVW3KmSR/tnBMD/CMJACKmLMCwReEOFOcfREIjdCbqu/s7bL03nSKR+dgAChyAMhJi6CsMIHfaBOBICnX1o9fXvcm2vZw1nAN4gCAMhiDAcncK1XcJRpbau/966urGJFD6fJYC6RRAGQhRhODo5Wn9YCp0gFwqhtzaOxpPvYHnCUPlMAQQPQRgIYf66DXOk27jvYET2PYdCD7G/WxyCxX7ctFIAkAjCQMjz522Yw93GfQedPldxUQOf1kkO5SBdl1XicKj4+gO3wwYgEYSBsBBtYdhV4HV1y2hfbie9MUyWk/N3lThagq8roVB5BxAcBGEgjER6v7AZgH0JtN6yP+e2LftrBPJQCsaOwpuvx4p2kbh6BwDXCMJAmIjki+eCGYCdcRWMQzEQw3+4+x8QPeoFewAA3Gf+g7zdwRXw4WjjvoMhGYId6dm7o2WM1uNG5LIE4l3FXLQKRCgqwkCYiZTKcLgEYHvmeEO1Qhzu3PmCUZefN/3DQGQjCANhKJzDsHXQCbcQbM0+EBOGvWMffGv7O+God9teIOaC/mEgMhGEgTAVjmE4XKvArljaJX5cdYJA7JyjAOvp3wVPgnIgAzH9w0BkIAgDYSxcwnAkBmB7PXt3pF3CAU8rvr6qq9YV69thE4aB8EUQBsJcKIfhSGmDcBf9wxcEe+6tz2m9RrQ/54MwDIQ/gjAQAULxVsyBrgKvLyry6/EGpKb67VjR2j8c7PDrjKMvKJJ/QjFhGAhvBGEAfheIEOwo+PbOTPPf8XcV1tjmaziOlnaJUA3A9uzH5q9KMWEYCF8EYQB+5a8QHOjgW9uxt+wqrDEGb4JxpFaH/R1+/VXh92SO/Dk3hGEgPBGEAfidt8HIPgwFMvjWxtG5zaqxt4E4EsKwPwJwIL/kWFf23Z0nf80NYRgIPwRhIEL0ykxRfpAvmNu476DP4SiY4bc2vTPTLJXiaAvDvgTguvyCYx7bvqJf23z5axk8wjAQXgjCAPwiGCF47dECr85nL6dVe7f3NcfobXU4HMOwt+0uvny5MefWk7mxZn1O61DsTiD2dX4Iw0D4IAgD8Jk7t8V1xpuwZB2AL8vwvbq49tsLx3M3ePlSHQ6nm3DUZQh2NK/Wc+MOR/NnPQZ3Wif8cZEjYRgIDwRhAD4JdlDyB/NYm74ttDlHbaHYOgxLkVUd9rYVwtN5rW1OPZln6/lzNneOWicczZs/LqQjDAOhjyAMwGt1EYIDFX4dsT6+O6FKqhmsIiEMB3pe6/ILjbuB2J3qMGEYiDwEYQBeCfWwtLF0b6379Evq5PQ563O60zrhS3U4lMKwN/Pqzpx6Mp+O5s7VXNnzJhC76vn2tZWFMAyELoIwAI8FMgT7GphMA1JrD8/riy683p1QbAYrX6uMjgS7bzhQc2rOpztfZqzn037+rOfKFet59DQQB7I6bIZhAKElxjAMI9iDqCtlZWVKSkrS7GfmKyG+UbCHA/hd/q7igC+fFqiKoeR+aHIVmLyxvujCBVTuVB43fVu9v6uWiS0+rDm8rY7DcCDm1N0vNP6cy9rm0Zw3yfncuTNvvszP9rW7qQoH0OkzP+iBp4artLRUiYmJwR5Orcxc8vz6fym+SeOAnOPMqXI9NuCGsPlM6lq9YA8AQPgI5K/N1x4t0GUZabWGJjM4DUhN80sItj+W9Tmcsaxo4GL5tt6Zaeqdmab1RUUe3zXNUh3ed9CnFTncEcgQ7Go+AzGXtc2j9XiczZ2lVcLFnFnPjzfydxV79ToA/kdrBBBhtgf4phqB6h31pWq49/ROt8dkr1NCtxrHXl9UaHNOR9XFyzLSam2VkC78yt1Tgb41sy+tEN7Mp30o9fc8mjoldHM4j45aJszeb/v5s+4b9nebBP3CCHV5eXlatGiRvvrqKyUkJCgnJ0fPP/+8Lr30UqevGTVqlN5+++0a27t27aqdO6v/f71o0SJNnz5d33zzjc6ePatLLrlEDz/8sEaMGGHZf9asWZo1a5b2798vSerWrZueeuopDR061L9v0gqtEUAECWRrhKfBydcQ7M6vzK2DU/9WHdwal7UNRw9Y/mwdiK1Z/7pdqhmK3WmTkKp/5e5Nm4Tk/1aJQIRgdwKwO+G3f6sOOnV2nVvjadIgu8Y2c06t59NVy4Sr+QtkmwQtEoFBa0RNnrZGXH/99brjjjt02WWX6dy5c5oyZYp27Nih//73v2rc2PEYS0tLdfr0acvjc+fOqWfPnho3bpymTZsmSVq1apW+//57denSRQ0bNtQ///lPPfzww/rXv/6lIUOGSJL+8Y9/KDY2VhdffLEk6e2339YLL7ygrVu3qls3x/+N9hVBGIgggQ7CdRGCPQlOZvh1Nzg50qRBtk0glmoPxd6EYV96hk2+BmJvA7DkWwi2nkdHwVeqOYf9Gh/Q6frXOh3PjtI9Tp+znlP7uXQUiv0Rhr0JwpIIw35GEK7J1x7ho0ePKjk5WatXr9YVV1zh1muWLFmin/3sZ9q3b586dHBepOjdu7duuOEG/e53v3O6T/PmzfXCCy/o/vvv93js7qA1AkCtvOmF9CUEexOAeyRd4vEYd5Tu0amz69St2YXq4oajByznsg9RA1LTLL9ut/9VuzsrSni71rDJ21/H+xKAJd9DsLPwK9Wcw4RzKy2Prf9sr5+TzLCxvIPNnG44ajuXDtsmMjo5nT93583bFgmgrpSVldk8jouLU1xcXK2vKy0tlVQdSN31xhtv6Nprr3Uagg3D0Keffqqvv/5azz//vMN9qqqq9Le//U3l5eXKzq752x9/oSIMRJBAVYT9WQ32NAQ7a38wA5R9ePLU6frXWqqL9r9qd9Y64awyLFVXF0OlMuxrAJZcz6cnIdhV+JVsQ29qo55ejbXoh22SHM9pbRXifkmdfKoMe1Otpyrsf+FaEc5buVzxTtoOfHWmvFyTrx1cY/vUqVMtbQvOGIahm2++Wd9//73WrFnj1vmKi4uVlpam999/X7fffrvNc6WlpWrXrp0qKioUGxurmTNn6r777rPZZ8eOHcrOztaZM2fUpEkTvf/++xo2bJhb5/YGFWEALgUrBLsdgM9VBxxvwlPRD9uUcG6leiRV/wp+R2n1sc3wZJ7XvkrsrDJsvre13wa+Miw5X3PY29sj23M2n+70dtuHYPvWB/sAbD9/LZIecWuMx0tftPzZPEbRDyvVr/GF6nD1GMxAfOHvVY259KEybFbrPUFVGHWpsLDQ5suBO9XgsWPHavv27fr888/dPs9bb72lZs2a6ZZbbqnxXNOmTZWfn69Tp07pk08+0aRJk9SpUycNGjTIss+ll16q/Px8nThxQgsXLtTIkSO1evVqde3a1e0xeIKKMBAhAlEN9qSi6K8QXFsAlmyrwN5WD01mFVGSpSe1tgqxWVWsrTIsuV6v1peqsMm6EumvACz5LwR3a3bI8rx1+4qvAdgZMxi7qg5LNav9/qgMUxUOPirCNZkVYU8/k3HjxmnJkiX67LPPlJ6e7tZrDMNQ586ddeONN+rll1+udf/Ro0ersLBQH3/8sdN9rr32WmVkZOi1115ze+yeoCIMwCVPApW/QrD9ChDuVIG9CVDHS1+0qiJWV4dP179WPZIusfQPS7YVYrM67E5luLa+YV+qwibrvmHzsa/8EYKtq8DutD/4GoCtj2POqzmn/RqbgfjCfNpX+wekdvO5MuxNDzdVYYQawzA0btw4LV68WKtWrXI7BEvS6tWr9c0337h9YZthGKqoqPB5H19wQw0ADnlygZyrmw/4EoJPnV2nU2fXqUfSJTWqwGaQapH0iNchyvp15vESzq38sV3iEkuAM8dhPT5zvNY3cLDnam1kd27c4K6evTtafnzlSwhOblHmMASbn6lkO3eSb/PnjHlM63OZcyo5n0/ruXR14w1XF4J6OwfcZAOhIjc3V3PnztX777+vpk2bqqSkRCUlJTbLo02ePFn33HNPjde+8cYb6t+/v7p3717juby8PK1YsUJ79+7VV199pZdeeknvvPOOfvnLX1r2efzxx7VmzRrt379fO3bs0JQpU7Rq1SrdfffdgXmzIggDcMHXlghvQ7B1UHHVS+qPAGUdxOyDk3l+6wBlPU53w7AvdzGrS96G4AGpaUpuUX1FuqMQLNUMwJL/qsDOWM+rJIdfcMwxS56HYVfz5skXyUDfFh3wxKxZs1RaWqpBgwYpJSXF8jN//nzLPsXFxSoosP3/RWlpqRYuXOi0GlxeXq4HH3xQ3bp1U05OjhYsWKC5c+dq9OjRln0OHz6sESNG6NJLL9U111yjDRs2aNmyZbruuusC82ZFjzAQMfzZI+zur9nd6Qv2JgRLgQ/AjlhfeOWod1iq7h92thKBt6tJ+GMlCV95GoJruyjOVR93oAOwPfu+Yan2lSXc6RkORL8wvcK+oUe4Jm97hKMFFWEADrn7K95ICcHmsV1Vh82xeVMZlhxXFiXXv2qvC3UVggPRBuEOV60SzubTncqwq4q+P9pUAAQeQRiIAP6uBnvSEuGIo8DnSQi27ymV6jZEueodNsfoaRh29Wt2qfZftQdKXYbgYHPUKiE5n09PwrAznrZI0CsM1C2CMACvuQoBjvpJ3Q3BUs0L4uqas+qwyZcw7EowwrCzeXQ2Xuv1nmsLwcGqAjtjP6euwrBk+16dfR7OvsRQFQZCH0EYgMe8qQbb3zHOfok06zVmQ6mSaF8dtr+LnaPwJDm+TbQpVFskamMd7M3VIUzO5i8U2f+dsp5T+xt/OOJs/gCEH4IwAAtP7iLnaTXYGXN5NKk6kIRSCDY5C07W4c9kfUMQRzz5bALN2RcaR/3dJlcBP1TnzxH7NgnJdj77t+pgU+E3vwS4mj9nVWFP2iMkllID6hJBGIDfuOoNNllXEq2rb/aV1lALUc76SyXnVWHJ8wvn6pq7VWjrqr512De/yIT6/DliPaeeVoXt+auaz1JqQN0iCAPwK1e9wY44+pV6qIao2qqI9py979putFEXfcKuqsH2HIV5R6E/1FsiHLH+u2Z90w2Towq/q7WhAYQXgjAAj/gS0uwriSbrX6mHagg22Qcnk/X7sQ9PzqrCwebJRXKOQr35nsOxGmzPPsSfOruuxkVz7sxjqNwcBYB7CMIAJPneH+xq3WBr9hdY2YeocOHo1r2S+xfN1VZVDGSg8uTYrlpbpAsV8XD5IuOIfYuEt1VhV+0RnvYJA6gbBGEgzIX6hTXO+kqthVuIctYi4a+qcCBvvVzbLbF9rQaHK0eVfvuqsLdYRg0IXQRhIAIE+wIbb/pKzWpwuIVgk6sWiVBfSs2TC+SsRWI12J75XhxVhR21RziaP1+/wHBjDaDuEIQBuM3VP/Du3EBDcr7KQLhy1iLhSLBvsLG+qMjlLbEdcVXRt57DSAjBjlokXFWFHc0f7RFAeCEIA/CpP9jdq+et70BmCvdKoqMWCelCVdg6PLqqCjvjzxYJd45hHezcqehL4blShCvOWiSsuVMVtkd7BBCaCMIAfOboIjlnwa9OWiKKi6Wnn5auuEJq3Vpq2LD6f/v0kcaPl9Z5vk6sM7VdaGXPUVXYVZDyR4uEq75gVxxVg0110taybZv04INSjx5Ss2YX5vHqq6UXX5RKSwNzXtVskTC/2Nj/vXZWFWb1CCA8EIQBBJTZV1pnF1e98oqUni5NmyatWSMdOSKdPVv9v1u2SH/6k5STI504EZDT21cRfa0KS/4JVq5CsP1Fcq5uiX3q7Dr1a3zAsj0gIfjcueovLL16SbNmSV9+WR16zXn897+lRx+VLr5YWr7c76d3dKON2m6y4e5vRmiPAEILQRhAnQn4xVV5edJDD0kVFdWP69eXbrmlujr89NPSL38ptWzp33OqZouEdRUx2Fz1BfsioC0R48ZVf2ExtWsnTZwoPfusdMcdUmxs9fZjx6SbbpL+8x+/D8H672ZtVX53b5tNewQQeuoHewAA4Bc7d0pPPnnhcXKy9PHH1VVFaxUV0uzZUoMGdTo8uGndOunVVy887ttX+vRTqWnTC9t+/Wvp2mulqiqpsrL68fbtUj1qOwA8E3b/1Zg5c6bS09MVHx+vPn36aM2aNcEeEoBQ8Mor1cHINGtWzRAsSXFx1RXHxo3rbGjwwGuv2T7+wx9sQ7AkDRpUXRk27dxZ3QYDAB4KqyA8f/58TZgwQVOmTNHWrVt1+eWXa+jQoSoo4J7vQNT79NMLf77oouqWCIQf60DbvLl01VWO97vtNuevAwA3eRyER40apc8++ywQY6nVSy+9pPvvv1+jR49WZmamZsyYobS0NM2aNSso4wEQQg5aXYTUuTO/Jg9XxVY3kmjf3vl+Hez6r4u5AQUAz3n8L8XJkyc1ePBgXXLJJZo+fboOHqybK2ArKyv1xRdfaPDgwTbbBw8erLVr19bJGAAAdSgmJtgjABDhPA7CCxcu1MGDBzV27Fj97W9/U8eOHTV06FAtWLBAZ8+eDcQYJUnHjh1TVVWVWrdubbO9devWKikpcfiaiooKlZWV2fwAiFDt2l348+7dkmEEbyzwXkrKhT8fOOB8P/vnrF8HAG7y6neHLVq00Pjx47V161Zt3LhRF198sUaMGKG2bdtq4sSJ2rNnj7/HaRFjVyEwDKPGNlNeXp6SkpIsP2lp/l9CCECIuPrqC3/+/nvp738P3ljgvcsvv/Dn776z7f229v/+n/PXAYCbfGqiKy4u1vLly7V8+XLFxsZq2LBh2rlzp7p27aqXX37ZX2OUJLVs2VKxsbE1qr9HjhypUSU2TZ48WaWlpZafwsJCv44JQAgZO9a2L/g3v6leUsteZaX05z9L5eV1Nza474EHbB8/9ph08qTttlWrpPnzLzzu2pUgDMArHq8jfPbsWX344YeaM2eOli9frqysLE2cOFF33323mv64xM28efP0m9/8RhMnTvTbQBs2bKg+ffpoxYoVuvXWWy3bV6xYoZtvvtnha+Li4hQXF+e3MQAIYd27V980w1xLuKSk+pbKP/3phWXUdu+Wli2rvhHDL38ZtKHChZyc6nWBzWXUNm+WMjOl22+vvhnKjh3SggUXlspr2LB6XWgujgTgBY+DcEpKis6fP68777xTGzduVC8H63QOGTJEzZo188PwbE2aNEkjRoxQ3759lZ2drdmzZ6ugoEBjxozx+7kAhKEnnqheH/i3v62u/J47Jy1aVP2D8PHnP1ff8OTPf65+fPCg5Oi3jC1aSO+/Lw0cWLfjAxAxPA7CL7/8sm677TbFx8c73eeiiy7Svn37fBqYI8OHD9fx48f1zDPPqLi4WN27d9fSpUvVwX4ZHQDRa+LE6urh669LK1dWV4FPnJCaNZPS0qpD0x13VD9GaKpfv/oGKfffX13tXb1aKiyUTp+uXiO6Wzdp2LDqNoqkpGCPFkAY8zgIjxgxIhDjcNuDDz6oBx98MKhjABDi2rWTpk2r/kH46tVLmjkz2KMAEMFoqgJQZ3aUVq8oU/TDNknS8dIXgzkcvzHfh/m+zPe54aiL5b/q0JZd/r9Q2Hyvkcr676Y5n85s+ta9z3fblv2+DAlAABCEAQRUp4Ru2nD0gJo0yJYkna5/bZBHFFjm+zPfb6eEbpbn1hd5F0i37CrUgNRUr15rvs5VGM5p1d4mzPVL6lRjrGaob9IgWxvLL7SjRcqXGWvWX2zs59OZnFYu7oJnpV96u9p3AlBnCMIAfGZfEXMUpEyRVhW2D021VQ/7JXWyebzp20KXIcof1Vx3wrAj5hxah3nT6frXRswcOuKout8poVuNv9eOqsG+fHEBULcIwgDUL72d27+2tQ9T7lbCHFWFwz1I2bdEmJo0yLYEJ5M31WDzs/ZHqHLnGPZVYXvWrR72X2gihfXfRWfVYPvPxp3/D9AWAYQmgjAAt7kKU44qY84qijtK90Rci4S31eDa+Luy6Kwq7CzMOZpDR20u4fplxpqj6r75pcZdrqrutEUAoYcgDESA7Wt3B/X8jkKUs4qiGaLMMByuVWFHfaSSHAYnV9VgZwE0EBe4edoiYT+HZr+3KdLaXCTnFW5nbRGO5s/XLy/b1+5Wr8wUn44BwD0EYSDMhfo/mK4qiqZwC1KOWiLM6qHJvgru6IuBM/5sibDnKgzbXzRnchTkI+3iR/uWCGfVYE/m0URbBBC6CMIAJPnWJyw5DlHu9JmGa5AyQ7B9S4S71eDaLpIL5MVWnhzb017hcPkyY622Cx4dXSzoaP5oiwDCD0EYgEd8CWjOqsLh1CLh6GIqSX6rBtclZ8HN3X5vZ1XhUJ9DR5xd8GhaX1To1jyyWgQQXgjCAPzK3V+tm6yrb6Eehp21RDjjqhrsTF0tveXsHJ70e9sLxxUkHLVEWHNWDQYQGQjCAPzGnRBlfcGVfVXYWqiFYfsQ7Kga7CgcOqsiurvsXKB5cuGcs6qwoxaXUJs/R1xd8FgbT9oiPBHsC1+BaEMQBmDha5+wyZOKmRmkJNsWCSl0wpT9OMzQ5Kga7KiCaC2UqomuqsLOxumquh+q8+dIbdV963WgrdsiXM2fo89z25b9HvcHh/oFsEAkIQgD8JirX907qwo7u2WvyVGLhBT8MGV9fvvKoeS8GhwqS6b5k3V129lSalL4tUj4Wg0GEL4IwgC85mlV2P5X6/YtEta/Yg+FMGxdNbQPd45WirCuIEqhcQMNd3hy0ZxkG/IdrQ0thW6/9/HSF3W89EXLnFpX9x19qbF+r84+D2efH8umAaGPIAxECH/1FrrbHuFNVVhyPwybv2a3DlR1Faqsz2XdE2wfmqxXFnA3BLuqBgcjBDtbV9gcp7Ml8dYXFdrMYW1hOBQCsbM+b0ch2PoGGv2SOjmdv9rWfPakLYIbaQB1jyAMRIBA/OPpa6+wq3WF3QnDkoJSHXZUBbb+1bmz0CQ5D8GmUG2JqIswLAUvEDv7YiMFLgRTDQbCA0EYQA3uVrHcuWWvL2G4LqvD7lSBvQ3Brm6eEci7yHmirsKwVLftEvZfbMw5dTWf7oRgk6sQTDUYCH0EYQBOedIi4exuc5J3Ybguq8OuqsBmYDLHZT1Od0OwM6ESgk3ehGHzQkh3wnBdV4cdfbGpbT7dDcG1tbJ4GoKBUJGXl6fLLrtMTZs2VXJysm655RZ9/fXXLl9TXFysu+66S5deeqnq1aunCRMmONzvxIkTys3NVUpKiuLj45WZmamlS5danu/YsaNiYmJq/OTm5vrzLdogCANwyJN/yN3pF/Y0DEsXArF1dVhSjeqwt9ypAluPw3p8noTgQN9KeduW/ZYfX3kahqULq4IcOZ4oyXEYrstAbH9BnGR7swxn8+lJCHbG2zmgGoxQsXr1auXm5mr9+vVasWKFzp07p8GDB6u8vNzpayoqKtSqVStNmTJFPXv2dLhPZWWlrrvuOu3fv18LFizQ119/rddff13t2l34t2bTpk0qLi62/KxYsUKSdNttt/n3TVqJMQzDCNjRQ0xZWZmSkpI0+5n5SohvFOzhAH6Vv6tYWTmd/XrMjfsOSpJ69u5Y677ri4okSb0z0xw+v/ZogSTpsgzb5zeW7pUkDUit3r739E5JUv9WHWz2O3V2neXPPZIuUcK5lZKk1EaO/6PrLutQ5igAW/NnCPbXxXHWv4b3ZL5q42w+nc2jZDuXe0/vVP9WHWrMmyTL3Ek1569F0iM+jdtZFViynU/rL1zehGB/tkRIBGF/OX3mBz3w1HCVlpYqMTEx2MOplZlL8lYuV3zjxgE5x5nyck2+drDXn8nRo0eVnJys1atX64orrqh1/0GDBqlXr16aMWOGzfZXX31VL7zwgr766is1aNDArXNPmDBB//znP7Vnzx7FxMR4PHZ3UBEGIkSvzBS//4rVm6qwq4vnJPcqw+YateaPVLNdwlmF0RP2VWDrvlH70OTvEOwP9sGrX3o7y6ofvlaHva0MSxf6hjccPaCdJ9rW6PveWN7BYe+35HmF36z+Oqrubyzv4LANwnou/RWCLZ+BhzfPkAjBCG2lpaWSpObNm/t0nA8//FDZ2dnKzc1V69at1b17d02fPl1VVVUO96+srNTcuXN13333BSwES1L9gB0ZQMTYtmW/W1XGAampWl9UpC27Ch1WhnNatdfaowXa9G2hTUWxX1InbSzdq/VFhZbKsBk4957eaQku/Vt1UJMG2Tp1dt2PAaeDpTrsbRi2rhhKrquGJm8vjJP80xdsHXIdBS9z28Yf9/O2QuxsPq3nUZKLuexmmb/+rS58rhfmT+qRZH6huVDh97ZVwvrvwMby6t8oOFob2Nlc+hKCvfniQW8w6lJZWZnN47i4OMXFxbl8jWEYmjRpkv7nf/5H3bt39+n8e/fu1aeffqq7775bS5cu1Z49e5Sbm6tz587pqaeeqrH/kiVLdOLECY0aNcqn89aGIAzAJetfubvDDE/OeBKGJWeBuDrcmIHKDFOeqg5jji+csj63tVAJwe5UHv0RiJ3Np/k+a5/LbjZzJ8kmFO8oNVsnqr/UWAdiyfO71JkBWJLNOs+S4wBsjtcfIZhqMLxVvyxGDaoCU/U8V1593LQ02+LE1KlTNW3aNJevHTt2rLZv367PP//c53GcP39eycnJmj17tmJjY9WnTx8dOnRIL7zwgsMg/MYbb2jo0KFq27atz+d2hSAMoFb90ttpo5tVYZOzqrDkXhiW5HYgvhCmPOduAJa8v1mGVPch2Jr5ZWabl4F4QGqq1vtU5b/weToLxfZVfjMQ29/S2p51Nd90IQAfqDGX9gFYcj1/7s6bp3NCNRh1rbCw0KZHuLZq8Lhx4/Thhx/qs88+U6ofrmdISUlRgwYNFBsba9mWmZmpkpISVVZWqmHDhpbtBw4c0MqVK7Vo0SKfz1sbgjAAt/mrRUJyHaAkeRWIPWWGJevj2rMOTtbjM7kTgk3ehuDaWiHcYakOexmIfQ3D1cdIq/E5bzi688c/VVd9+rfq8OMXG7OyWzPoWnN8QaN7AVjyfWUPX3qxqQajLiUmJrp1sZxhGBo3bpwWL16sVatWKT093S/nHzhwoN5//32dP39e9epVX6K2e/dupaSk2IRgSZozZ46Sk5N1ww03+OXcrhCEAbjF2xYJb8KwZBtW1hfttTqubQ+xZB2mPOeq/cHRWKy5G4J9WSHCl1+7O2IfiD2tDrvT/y1d6Bt29MVGcjyPF77cePKr0AM2j1y1P9jzdWUPb+eGajBCWW5urt5//339/e9/V9OmTVVSUiJJSkpKUkJCgiRp8uTJOnjwoN555x3L6/Lz8yVJp06d0tGjR5Wfn6+GDRuqa9eukqTf/OY3euWVVzR+/HiNGzdOe/bs0fTp0/XQQw/ZnP/8+fOaM2eORo4cqfr1Ax9TWT4NiCCBWELNmjfLc9W2rJrkekkum/OX1gzE/lRbcLLmSQiWPK8G+6MK7I5AzKk78xnIuXQ3AEvet0P4GoKpBgdGuC6f9sKiFUoI0PJpp8vL9ejPrnP7M3G2QsOcOXMsF66NGjVK+/fv16pVq1y+rkOHDtq/f7/l8bp16zRx4kTl5+erXbt2uv/++/XYY4/ZtEssX75cQ4YM0ddff63OnQP375ll3ARhIHIEOghLgQ/DUt0HYk8CsBT4nmB/V4FrE8gwLNVdIPY1AEuBDcESt1IONIJwTZ4G4WhDawQAj1hfeOVucLJuk5Achyf7VQgk5wHK2a/bq8/lfpgKRACWwisEm+fyZk4lab2TOXW1qoTNuWtpgbnwnHtrL3sbgCVCMBCNCMIAPOZTcHKjb1jyLBBbsw5TtXEn/EqeBynJ+1aIugzA1rxdas2dtaMlae23tVeIXX3BsX7eXe7Om1Q3IRhA6CEIA/CKN2FYcu8iOsmzQGwzLg/DkjP2d06LtCqwM4GoDku2n19todjXOQxUAJZ8C8FUg4HQQxAG4LVAh2HJcSCW3AvF3vAkRJkiJQSb6upLjuRepdgTnravSIGrAkuEYCDUEYQB+MSX0CS5riJaswlPHlaJa+NN+JV8v0lGKIZgky+tEpLn8+rqi459dd6d4znjSfsKIRiIfARhAD7zdI1ha55Uh03OwlNtXIUrTwKwFHlVYGfqouovOf+iY/+cNzzt3fbH/BCCgfBAEAbgF97chtnkTRiWvAhIZbbLenkTsHy5IE4KrxBs8lfV3+RJ9d9bW+zO6e5cEYKB6EIQBiJEXawh7A5v7lYm1VxiTao9MHnDl5AVya0QtbFvlZA8b5cw2QdjyX9z7e0XFX/NDSEYCC8EYQB+423l0GQdXOxDsRSYYOyM/bkl7wOwFN4h2Jr9LZolz27EITkIxg7m2hfBWrqOEAyEH4IwAL/yNQyb3AlL/gzG/g6+1iIlBFuzfi/eVImt+etz9pQ/b2NNCAbCE0EYgN/5KwxbC3QV0dE5fBWJAdgRf1SJ64J18JX8Ny+EYCB8EYSBCJC/qzjYQ6jBOgxL/g9GwaoiusOflcZw4s8qsT8Fcj4IwUB4IwgDYc4MwaFwoZw9+0phsANRoEVrAHbEUZVYqrtQXBdzQQgGwh9BGAhjoRyCrQW6OhwKoqUNwlM2VWK7UCz5/+9CXX0ZIQQDkYEgDISpcAnBpkitDlMFdp/95+NtMLZ/TW3n8ScCMBBZCMJAGAq3EGzN21v3hhoCsO8cfW4bawm5zl4XaGYAlgjBQCQhCANhJpxDsLVwbpegDSJwQvEzpQoMRC6CMBBGIiUEm8KpXYIKcPQhAAORjyAMhIlIC8HWQrFdwlEfaqgGYOtf23sjEv9O+YIADEQPgjAQRiI9sNgHYnuBDMjhFHwl//Ws5u8qrhGkI/3vmTP0AQPRhyAMhIH8XcVRFU6cBVBPAnJtKwu4e85Q4++wZn8M+2AcDX/vCMBA9CIIAyEu2kKwK54E5HAJtu6oy6BWIxhHcLWYAAyAIAyEsFC8dXIoiqTQay0Ugpr1eR21UUjhEY4djZvwC4AgDISoSL44Dq6FQgB2xNFYQjEcO7t4MJQ+SwChgSAMhCBCcHQKx9UK3A3HdfF3OVS/QAAIXQRhIMQQgqNPpAW42i7Ac8Sdv++1HSMSPjsAdYsgDISQugrBG/cdrLEtUvtsQ1mkBWBn3Hlv9hfleXscAPAEQRgIEXURgq0DsP2SY86WJrNHYPaPcGyDCCQ+BwDBQBAGQkigQrCrAFzbdmvbtuzXxn0HCcM+iJYqMACEA4IwEAICuUyaGYL9cVe2nr07Eoa9RAAGgNBDEAaCLFAtEf4MwNYIw56jDQIAQhNBGAgB/gzB7rRB+IowXDsqwAAQ+gjCQBD58/bJdRGArZnnMC+yIxDXXN6LAAwAoY0gDASJv/qC6zoA26M6TPUXAMIVQRgIAn/1BXvbB7y+qEiSNCA11afzm6IxDBN+ASD8EYSBIAlGCDYDsLPHvgTjaAjDhF8AiCwEYaCO+aMv2JcQ3DszzeHzW3YV+hyMIykMO7qdL+EXACILQRgIU+6GYOtwa4bgtUcLlNOqvc1+9gHZ22AczmGYii8ARBeCMFCH/HGBnPXFcbVxVAVee7TA5n9NtQVjSVq/q9CjMBwOWOkBAKIXQRioY/5YLs2darCzEHww9pjaXpQkSeqX1EmStOnbwlqDsfVx3W2ZCOWqMNVfAABBGAgjG/cdrDUEO+sFtg7ByS3K1Cmhm9YX7a1+suWFUCzVDMZmKO6dmWZpmagtDIdiVZjwCwCwRhAG6oivbRHutES4G4Ilae/pnUpuoR8DcaE2llaH4n5JnXRZht3rv60OxTmt2nsUhs1xB7sqTAAGADhSL9gDAKKJr20RzqrB64uK3A7BzRr+V92aHVK3ZockmYG4TANSq1+3sXSvJRSbLstI02UZaZYqsXkO+4vp3B1vXdm+drclBPfKTCEEAwBsUBEGwoCrarCrZdHsQ3C3ZofUsf5eJce1sNlv54m22nt6pwakdvvxmLYVYvtjelMZrktUgAEA7qAiDIQ4V2sGex6Ctyg5roVSG/WUJPVrfECSbKrD1YE4zWGF2GyZsK8Mu9Kzd0ePVrrwlln93b52t6X6SwgGALhCEAbqgK830XDVYuBtCE5t1FOpjXqqX+MD6lh/S412CUmWQDwgNc0SiB2F4dpaJAKN9gcA8I/PPvtMN910k9q2bauYmBgtWbKk1tdUVFRoypQp6tChg+Li4pSRkaE333zTZp+FCxeqa9euiouLU9euXbV48eIax5k5c6bS09MVHx+vPn36aM2aNf56W04RhIEQVltLhLMQbLQ8q5bJZU5DcIukR9Qi6RFJ1YE4Oa6F0+qwyawQSzUrw+Z4nAlkVdg6BAMAfFNeXq6ePXvqz3/+s9uvuf322/XJJ5/ojTfe0Ndff60PPvhAXbp0sTy/bt06DR8+XCNGjNC2bds0YsQI3X777dqwYYNln/nz52vChAmaMmWKtm7dqssvv1xDhw5VQUGBo1P6TYxhGEZAzxBCysrKlJSUpNnPzFdCfKNgDwdRxNuKsLPl0lxdGGe0PKvKBoVKTUyyCcEdv2iipJtevbDznDnSqFE6XvqiJKnoh21qUHhKXfsvseyy7FfDtOyBG9QpoZvVuQtt1h+WqleT2LKr+s/O+oW3bdnv99UjCMEArJ0+84MeeGq4SktLlZiYGOzh1MrMJS8sWqGExo0Dco7T5eV69GfXefWZxMTEaPHixbrllluc7rNs2TLdcccd2rt3r5o3b+5wn+HDh6usrEwfffSRZdv111+viy66SB988IEkqX///urdu7dmzZpl2SczM1O33HKL8vLyPBq3J6gIAwHm7bJpziqo3oRgsxLsiFkdTm3UUynxmTbPtYo/KalmddhRz7A7K0kEoipMCAaA4Pnwww/Vt29f/eEPf1C7du3UuXNnPfLIIzp9+rRln3Xr1mnw4ME2rxsyZIjWrl0rSaqsrNQXX3xRY5/Bgwdb9gkUgjBQBzytBru6QE7yPAS3SHpESU2Guzyn2Sphr1uzQ+rfqoMkWS6kk2qGYetxOQrD/l5Kzf7WyAAA58rKymx+Kioq/HLcvXv36vPPP9eXX36pxYsXa8aMGVqwYIFyc3Mt+5SUlKh169Y2r2vdurVKSkokSceOHVNVVZXLfQKFIAyEKHeDo3WfbmpikiW01lYJduSixAdsHreOu/BrLvO4km2/sD13VpLwF6rBACJBw1OGGp4M0M+p6g7YtLQ0JSUlWX781W5w/vx5xcTE6L333lO/fv00bNgwvfTSS3rrrbdsqsIxMTE2rzMMo8Y2d/bxN9YRBsJcTqv2ljDcKaGbNhzdqW7NpNP1r1XRDys9DsPObDh6wKZXOJioBgOAZwoLC216hOPi4vxy3JSUFLVr105JSUmWbZmZmTIMQ0VFRbrkkkvUpk2bGpXdI0eOWCrALVu2VGxsrMt9AoUgDISgfunttHHLfr+1ExwvfVEt1Nd247Jl0rFjNpt+KPlI4XIZKdVgAHBfYmJiQC4gHDhwoP72t7/p1KlTatKkiSRp9+7dqlevnlJ/vHg6OztbK1as0MSJEy2vW758uXJyciRJDRs2VJ8+fbRixQrdeuutln1WrFihm2++2e9jtkYQBiJQkwbZ2lG6Tv1cXYQ8f371jxX7EHy44juHL7VeOQIAEDlOnTqlb775xvJ43759ys/PV/PmzdW+fXtNnjxZBw8e1DvvvCNJuuuuu/S73/1O9957r55++mkdO3ZMjz76qO677z4lJCRIksaPH68rrrhCzz//vG6++Wb9/e9/18qVK/X5559bzjNp0iSNGDFCffv2VXZ2tmbPnq2CggKNGTMmoO+XIAxEuKIftvnUHtGkQbZH+2/ZVRjQWy7TFgEAgbN582ZdddVVlseTJk2SJI0cOVJvvfWWiouLbdb2bdKkiVasWKFx48apb9++atGihW6//XY9++yzln1ycnI0b948PfHEE3ryySeVkZGh+fPnq3///pZ9hg8fruPHj+uZZ55RcXGxunfvrqVLl6pDhwvXpwQCQRiIEP2SOml90V4lt7iw7XT9a5VwbqUkqfTUfCVZv+DHdYRNx0tfVL0D3+minoFZr3Hblv1+OxZtEQAQGIMGDZKrW0y89dZbNbZ16dJFK1ascHncX/ziF/rFL37hcp8HH3xQDz74oFvj9BdWjQAi0IajBzza37yphqvj+eNCOX/fUAMAAF8QhIEIYwbW6j7hPZKq2yPcUXxml83jhvVqb3Ew7y5XF7av3U01GADgNwRhIMKdrn+ty+drqwa7I6dVe5+PAQBAXSMIA/BIsFaM4CI5AIC/EYSBMDMgNVVbdnnejnC04psa26yrwUU/bFNF7ECfxhZotEUAAPyJVSOACGauJ9wj6VopZ6WOn3hBktQi6ZHqHezaIirat9L6I29pR+key7JpoXRHOQAA/CksKsL79+/X/fffr/T0dCUkJCgjI0NTp05VZWVlsIcGhKTqWy27XjnCvhocymiLAAAEQlhUhL/66iudP39er732mi6++GJ9+eWX+tWvfqXy8nK9+KLvF/oAoWqbi9ssb9lVqN6ZaZbHm74tVL+M6rWEJSm5RXU1t1szaUfpHvVrfOHmGo5C8On611pWmWjSINthkF5fZNuSYb9ihLOWjW1b9vu8dBptEQAAfwuLivD111+vOXPmaPDgwerUqZN++tOf6pFHHtGiRYuCPTSgVr0yU7yqaLoKjvZ3bstp1V45rdpXh+EfL2Q7crz6nvI7T7SVJG0sr747jxl8i37YpqIftul0/Wu1sbyDwxDcKaGbpS3CDMHm8c0QbK4YYYZg+7H5eiMNqsEAgEAJiyDsSGlpqZo3bx7sYQAB1S+9ncsgaV+BNcNwzLEGkhyH4dP1r3VaBd55oq2lJ9g6APsagqkGAwBCUVgG4W+//VavvPKKxowZ43K/iooKlZWV2fwAweJLZdNRGDZDp6MwLMlpGN5RusemCmwdgCU5DcCehmCTLyGYG2gAAAIpqEF42rRpiomJcfmzefNmm9ccOnRI119/vW677TaNHj3a5fHz8vKUlJRk+UlLS3O5PxAovoQ5M0j6Kwxb33HOURuEswAseRaCaYkAAIS6oF4sN3bsWN1xxx0u9+nYsaPlz4cOHdJVV12l7OxszZ49u9bjT548WZMmTbI8LisrIwwjLPVLb6eN+w46vHjODKHrfwyl5gV0Oa3aa+3RAsUcayCj5VkdOZ6oAalp2nB0p/q3MgPwgRo9wJIc3jDDmxBMSwQAIJQFNQi3bNlSLVu2dGvfgwcP6qqrrlKfPn00Z84c1atXezE7Li5OcXFxvg4T8Jvta3crK6ezV681w7AzA1JTtb6oyGY1CfswvL6oUANSu2nD0Z2SZKkAW85hF4DtV4WoqxBMNRgAUBfCYvm0Q4cOadCgQWrfvr1efPFFHT161PJcmzZtgjgywH29MlOUv6vYp2P0S2+njS6WVHNUHbYOw5dlpGl90V4NSK0OwEdkexGc5Dz8mmrrCTbH6SuqwQCAQAuLILx8+XJ98803+uabb5Rq94+vYRhBGhUQPK7WF5Zsq8OSlJNZHYbt1xq2vwDOZB9+TbWFYH+sF8wFcgCAuhIWq0aMGjVKhmE4/AHCja+/9nd18Zy1AampNhfT2a81HHOsgTZ9W2jT+2v+OOJOCAYAIJyERUUYiBT+aI+QXF88Z89hdfjbguo/Owm9kuO7xNUWgqkGAwDCCUEYCFO1XTxnzdI7/GMgzsm8EICd3RbZ+nWu+CsEAwBQ1wjCQB3rlZmifB9Wj7BW28Vz9uyrw+Y2f4zDV6wUAQCoawRhIEh8WUrNmhmGJbkViP0RfCX/VoLNEExbBACgLoXFxXJApDEDn7+qoNYX0NXFRWuEYABAJCAIA0Hi7+DXL71dnQRiQjAAIFIQhIEg6pWZ4vfe2EAFYutjEYIBAJGAHmEgBPirX9iaGVbNZdYk93qITY4CtL9WhiAEAwBCAUEYCDJzbeFAhGHJvUDsrGociCXRCMEAgFBBEAZCQKDDsOQ4EDt6vi4QggEAoYAgDISIugjDUnBvfMGd4wAAoYSL5YAQ4u9l1UIJIRgAEGoIwkCIicQwTAgGAIQiWiOAEGSGxvwfw3AgWyUCjRAMAAhVVISBEBbO1eHta3cTggEAIY0gDIS4cAvDZgCWWB0CABDaaI0AwkC4tEoQgAEA4YSKMBBGQrU6bN0GQQgGAIQLKsJAmLFeb1gKbnXYOpATgAEA4YYgDIQhS6tEkAIxARgAEAkIwkAYcxSIpcCGYvqAAQCRgiAMRAD7UJpv10PsazCmAgwAiEQEYSACWYdV+2qxZBuM3bnwjvALAIhEBGEgwtWoFjsIxgRdAEA0IggDUYbQCwBANdYRBgAAQFQiCAMAACAqEYQBAAAQlQjCAAAAiEoEYQAAAEiSPvvsM910001q27atYmJitGTJklpfs3r1avXp00fx8fHq1KmTXn31VZvnFy1apL59+6pZs2Zq3LixevXqpXfffddmn1mzZikrK0uJiYlKTExUdna2PvroI3++NYcIwgAAAJAklZeXq2fPnvrzn//s1v779u3TsGHDdPnll2vr1q16/PHH9dBDD2nhwoWWfZo3b64pU6Zo3bp12r59u+69917de++9+vjjjy37pKam6rnnntPmzZu1efNmXX311br55pu1c+dOv79HayyfBgAAAEnS0KFDNXToULf3f/XVV9W+fXvNmDFDkpSZmanNmzfrxRdf1M9//nNJ0qBBg2xeM378eL399tv6/PPPNWTIEEnSTTfdZLPP73//e82aNUvr169Xt27dvH9DtaAiDAAAEOHKyspsfioqKvxy3HXr1mnw4ME224YMGaLNmzfr7NmzNfY3DEOffPKJvv76a11xxRUOj1lVVaV58+apvLxc2dnZfhmnM1SEAQAAgijuxFnFVdQMjf5w/nT1cdPS0my2T506VdOmTfP5+CUlJWrdurXNttatW+vcuXM6duyYUlKqb+JUWlqqdu3aqaKiQrGxsZo5c6auu+46m9ft2LFD2dnZOnPmjJo0aaLFixera9euPo/RFYIwAABAhCssLFRiYqLlcVxcnN+OHRMTY/PYMIwa25s2bar8/HydOnVKn3zyiSZNmqROnTrZtE1ceumlys/P14kTJ7Rw4UKNHDlSq1evDmgYJggDAABEOHM1Bn9r06aNSkpKbLYdOXJE9evXV4sWLSzb6tWrp4svvliS1KtXL+3atUt5eXk2Qbhhw4aWffr27atNmzbpj3/8o1577TW/j9syroAdGQAAABEtOztbK1assNm2fPly9e3bVw0aNHD6OsMwau1TdmcfX1ERBgAAgCTp1KlT+uabbyyP9+3bp/z8fDVv3lzt27fX5MmTdfDgQb3zzjuSpDFjxujPf/6zJk2apF/96ldat26d3njjDX3wwQeWY+Tl5alv377KyMhQZWWlli5dqnfeeUezZs2y7PP4449r6NChSktL08mTJzVv3jytWrVKy5YtC+j7JQgDAABAkrR582ZdddVVlseTJk2SJI0cOVJvvfWWiouLVVBQYHk+PT1dS5cu1cSJE/WXv/xFbdu21Z/+9CfL0mlS9drEDz74oIqKipSQkKAuXbpo7ty5Gj58uGWfw4cPa8SIESouLlZSUpKysrK0bNmyGhfU+VuMYXY0R4GysjIlJSVp9jPzlRDfKNjDAQAAfnT6zA964KnhKi0tDUg/rL+ZueTVP/1LCQmNA3KO06fLNeahG8LmM6lr9AgDAAAgKhGEAQAAEJUIwgAAAIhKBGEAAABEJYIwAAAAohJBGAAAAFGJIAwAAICoRBAGAABAVCIIAwAAICoRhAEAABCVCMIAAACISgRhAAAARCWCMAAAAKISQRgAAABRiSAMAACAqEQQBgAAQFQiCAMAACAqEYQBAAAQlQjCAAAAiEoEYQAAAEQlgjAAAACiEkEYAAAAUYkgDAAAgKhEEAYAAEBUIggDAAAgKhGEAQAAEJUIwgAAAIhKBGEAAABEJYIwAAAAohJBGAAAAFGJIAwAAICoRBAGAABAVCIIAwAAICoRhAEAABCVCMIAAACISgRhAAAARCWCMAAAAKISQRgAAABRiSAMAACAqEQQBgAAQFQiCAMAACAqEYQBAAAQlQjCAAAAiEoEYQAAAEQlgjAAAACiEkEYAAAANmbOnKn09HTFx8erT58+WrNmjVuv+89//qP69eurV69eNZ47ceKEcnNzlZKSovj4eGVmZmrp0qWW5zt27KiYmJgaP7m5uf56WzXUD9iRAQAAEHbmz5+vCRMmaObMmRo4cKBee+01DR06VP/973/Vvn17p68rLS3VPffco2uuuUaHDx+2ea6yslLXXXedkpOTtWDBAqWmpqqwsFBNmza17LNp0yZVVVVZHn/55Ze67rrrdNttt/n/Tf6IIAwAAACLl156Sffff79Gjx4tSZoxY4Y+/vhjzZo1S3l5eU5f9+tf/1p33XWXYmNjtWTJEpvn3nzzTX333Xdau3atGjRoIEnq0KGDzT6tWrWyefzcc88pIyNDV155pR/elWO0RgAAAES4srIym5+KigqH+1VWVuqLL77Q4MGDbbYPHjxYa9eudXr8OXPm6Ntvv9XUqVMdPv/hhx8qOztbubm5at26tbp3767p06fbVIDtxzF37lzdd999iomJcfNdeo6KMAAAQBDVO3FK9c6cD8yxz/wgSUpLS7PZPnXqVE2bNq3G/seOHVNVVZVat25ts71169YqKSlxeI49e/bot7/9rdasWaP69R1Hy7179+rTTz/V3XffraVLl2rPnj3Kzc3VuXPn9NRTT9XYf8mSJTpx4oRGjRrlxrv0HkEYAAAgwhUWFioxMdHyOC4uzuX+9lVYwzAcVmarqqp011136emnn1bnzp2dHu/8+fNKTk7W7NmzFRsbqz59+ujQoUN64YUXHAbhN954Q0OHDlXbtm1re2s+CbsgXFFRof79+2vbtm3aunWrw6sSAQAAcEFiYqJNEHamZcuWio2NrVH9PXLkSI0qsSSdPHlSmzdv1tatWzV27FhJ1aHXMAzVr19fy5cv19VXX62UlBQ1aNBAsbGxltdmZmaqpKRElZWVatiwoWX7gQMHtHLlSi1atMjbt+u2sOsR/t///d+AfzsAAACIRg0bNlSfPn20YsUKm+0rVqxQTk5Ojf0TExO1Y8cO5efnW37GjBmjSy+9VPn5+erfv78kaeDAgfrmm290/vyFFpDdu3crJSXFJgRL1f3GycnJuuGGGwLwDm2FVRD+6KOPtHz5cr344ovBHgoAAEBEmjRpkv7617/qzTff1K5duzRx4kQVFBRozJgxkqTJkyfrnnvukSTVq1dP3bt3t/lJTk5WfHy8unfvrsaNG0uSfvOb3+j48eMaP368du/erX/961+aPn16jTWCz58/rzlz5mjkyJFO+439KWxaIw4fPqxf/epXWrJkiRo1auTWayoqKmyuiiwrKwvU8AAAACLC8OHDdfz4cT3zzDMqLi5W9+7dtXTpUstyZ8XFxSooKPDomGlpaVq+fLkmTpyorKwstWvXTuPHj9djjz1ms9/KlStVUFCg++67z2/vx5UYwzCMOjmTDwzD0LBhwzRw4EA98cQT2r9/v9LT02vtEZ42bZqefvrpGttnPzNfCfHuhWkAABAeTp/5QQ88NVylpaVu9cMGW1lZmZKSkgKaS8LtM6lrQW2NmDZtmsNb6Vn/bN68Wa+88orKyso0efJkj44/efJklZaWWn4KCwsD9E4AAAAQboLaGjF27FjdcccdLvfp2LGjnn32Wa1fv77GUh99+/bV3Xffrbffftvha+Pi4mpdHgQAAADRKahBuGXLlmrZsmWt+/3pT3/Ss88+a3l86NAhDRkyRPPnz7dcjQgAAAB4Iiwulmvfvr3N4yZNmkiSMjIylJqaGowhAQAAIMyF1fJpAAAAgL+ERUXYXseOHRUGi10AAAAghFERBgAAQFQiCAMAACAqEYQBAAAQlQjCAAAAiEoEYQAAAEQlgjAAAACiEkEYAAAAUYkgDAAAgKhEEAYAAEBUIggDAAAgKhGEAQAAEJUIwgAAAIhKBGEAAABEJYIwAAAAohJBGAAAAFGJIAwAAICoRBAGAABAVCIIAwAAICoRhAEAABCVCMIAAACISgRhAAAARCWCMAAAAKISQRgAAABRiSAMAACAqEQQBgAAQFQiCAMAACAqEYQBAAAQlQjCAAAAiEoEYQAAAEQlgjAAAACiEkEYAAAAUYkgDAAAgKhEEAYAAEBUIggDAAAgKhGEAQAAEJUIwgAAAIhKBGEAAABEJYIwAAAAohJBGAAAAFGJIAwAAACPff/99xoxYoSSkpKUlJSkESNG6MSJEy5fs2jRIg0ZMkQtW7ZUTEyM8vPza+xTUVGhcePGqWXLlmrcuLF++tOfqqioyOdzO0IQBgAAgMfuuusu5efna9myZVq2bJny8/M1YsQIl68pLy/XwIED9dxzzzndZ8KECVq8eLHmzZunzz//XKdOndKNN96oqqoqn87tSH2PXwEAAICotmvXLi1btkzr169X//79JUmvv/66srOz9fXXX+vSSy91+DozrO7fv9/h86WlpXrjjTf07rvv6tprr5UkzZ07V2lpaVq5cqWGDBni9bkdoSIMAAAAj6xbt05JSUmWICpJAwYMUFJSktauXev1cb/44gudPXtWgwcPtmxr27atunfvbjmuP88dVRVhwzAkSafP/BDkkQAAAH8z/303/70PF4HMJeaxy8rKbLbHxcUpLi7O6+OWlJQoOTm5xvbk5GSVlJT4dNyGDRvqoosustneunVry3H9ee6oCsInT56UJI2ffm+QRwIAAALl5MmTSkpKCvYwatWwYUO1adMm4LmkSZMmSktLs9k2depUTZs2rca+06ZN09NPP+3yeJs2bZIkxcTE1HjOMAyH231lf1x/nTuqgnDbtm1VWFiopk2bBmSS6kpZWZnS0tJUWFioxMTEYA8HP2JeQg9zEnqYk9AUKfNiGIZOnjyptm3bBnsobomPj9e+fftUWVkZ0PM4CojOqsFjx47VHXfc4fJ4HTt21Pbt23X48OEazx09elStW7f2eqxt2rRRZWWlvv/+e5uq8JEjR5STk2PZx1/njqogXK9ePaWmpgZ7GH6TmJgY1v/BilTMS+hhTkIPcxKaImFewqESbC0+Pl7x8fHBHoZFy5Yt1bJly1r3y87OVmlpqTZu3Kh+/fpJkjZs2KDS0lJLYPVGnz591KBBA61YsUK33367JKm4uFhffvml/vCHP/j93FEVhAEAAOC7zMxMXX/99frVr36l1157TZL0wAMP6MYbb7RZtaFLly7Ky8vTrbfeKkn67rvvVFBQoEOHDkmSvv76a0nVVd42bdooKSlJ999/vx5++GG1aNFCzZs31yOPPKIePXpYVpFw99zuYNUIAAAAeOy9995Tjx49NHjwYA0ePFhZWVl69913bfb5+uuvVVpaann84Ycf6ic/+YluuOEGSdIdd9yhn/zkJ3r11Vct+7z88su65ZZbdPvtt2vgwIFq1KiR/vGPfyg2Ntajc7sjxgi3SyuhiooK5eXlafLkyT5d8Qn/Yl5CD3MSepiT0MS8IFoRhAEAABCVaI0AAABAVCIIAwAAICoRhAEAABCVCMIRpKKiQr169VJMTIzy8/ODPZyotX//ft1///1KT09XQkKCMjIyNHXq1IAvmA5bM2fOVHp6uuLj49WnTx+tWbMm2EOKanl5ebrsssvUtGlTJScn65ZbbrEsm4TQkJeXp5iYGE2YMCHYQwHqDEE4gvzv//5v2NxNJ5J99dVXOn/+vF577TXt3LlTL7/8sl599VU9/vjjwR5a1Jg/f74mTJigKVOmaOvWrbr88ss1dOhQFRQUBHtoUWv16tXKzc3V+vXrtWLFCp07d06DBw9WeXl5sIcGVd8yd/bs2crKygr2UIA6xaoREeKjjz7SpEmTtHDhQnXr1k1bt25Vr169gj0s/OiFF17QrFmztHfv3mAPJSr0799fvXv31qxZsyzbMjMzdcsttygvLy+II4Pp6NGjSk5O1urVq3XFFVcEezhR7dSpU+rdu7dmzpypZ599Vr169dKMGTOCPSygTlARjgCHDx/Wr371K7377rtq1KhRsIcDB0pLS9W8efNgDyMqVFZW6osvvtDgwYNttg8ePFhr164N0qhgz1xgn/9fBF9ubq5uuOEGy127gGjCLZbDnGEYGjVqlMaMGaO+fftq//79wR4S7Hz77bd65ZVX9H//93/BHkpUOHbsmKqqqtS6dWub7a1bt1ZJSUmQRgVrhmFo0qRJ+p//+R9179492MOJavPmzdOWLVu0adOmYA8FCAoqwiFq2rRpiomJcfmzefNmvfLKKyorK9PkyZODPeSI5+6cWDt06JCuv/563XbbbRo9enSQRh6dYmJibB4bhlFjG4Jj7Nix2r59uz744INgDyWqFRYWavz48Zo7d67i4+ODPRwgKOgRDlHHjh3TsWPHXO7TsWNH3XHHHfrHP/5h8w98VVWVYmNjdffdd+vtt98O9FCjhrtzYv6DcujQIV111VXq37+/3nrrLdWrx/fOulBZWalGjRrpb3/7m2699VbL9vHjxys/P1+rV68O4ugwbtw4LVmyRJ999pnS09ODPZyotmTJEt16662KjY21bKuqqlJMTIzq1auniooKm+eASEQQDnMFBQUqKyuzPD506JCGDBmiBQsWqH///kpNTQ3i6KLXwYMHddVVV6lPnz6aO3cu/5jUsf79+6tPnz6aOXOmZVvXrl118803c7FckBiGoXHjxmnx4sVatWqVLrnkkmAPKeqdPHlSBw4csNl27733qkuXLnrsscdoW0FUoEc4zLVv397mcZMmTSRJGRkZhOAgOXTokAYNGqT27dvrxRdf1NGjRy3PtWnTJogjix6TJk3SiBEj1LdvX2VnZ2v27NkqKCjQmDFjgj2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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "v_elect_xy = electrostatic_potential(\n", + " basis=ao_basis,\n", + " one_density_matrix=rdm,\n", + " points=points,\n", + " nuclear_coords=atcoords,\n", + " nuclear_charges=mol_data.atcorenums,\n", + ")\n", + "\n", + "# plot the electron density\n", + "fig = plt.figure(figsize=(9, 6))\n", + "ax1 = fig.add_subplot(111, aspect=\"equal\")\n", + "# Plot the electron density as contour plot\n", + "ax1.set_title(\"Electrostatic Potential\")\n", + "ax1.set_xlabel(\"x\")\n", + "ax1.set_ylabel(\"y\")\n", + "\n", + "X = points[:, 0].reshape(plt_pts, plt_pts)\n", + "Y = points[:, 1].reshape(plt_pts, plt_pts)\n", + "Z = v_elect_xy.reshape(plt_pts, plt_pts)\n", + "# Add contour plot of the electron density\n", + "plt.contourf(X, Y, Z, 10, cmap=\"viridis\", alpha=0.5, levels=np.linspace(-0.1, 5, 10))\n", + "plt.colorbar()\n", + "\n", + "# Add atomic symbols to the plots\n", + "symbols = [\"O\", \"C\", \"H\", \"H\"]\n", + "xy_coords = atcoords[:, :2]\n", + "for coord, symbol in zip(xy_coords, symbols):\n", + " ax1.text(\n", + " coord[0],\n", + " coord[1],\n", + " symbol,\n", + " color=\"red\",\n", + " ha=\"center\",\n", + " va=\"center\",\n", + " fontsize=14,\n", + " fontweight=\"bold\",\n", + " )\n", + "\n", + "plt.tight_layout() # Adjust layout for better spacing\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.8.13" } - ], - "source": [ - "v_elect_xy = electrostatic_potential(\n", - " basis=ao_basis,\n", - " one_density_matrix=rdm,\n", - " points=points,\n", - " nuclear_coords=atcoords,\n", - " nuclear_charges=mol_data.atcorenums,\n", - ")\n", - "\n", - "# plot the electron density\n", - "fig = plt.figure(figsize=(9, 6))\n", - "ax1 = fig.add_subplot(111, aspect=\"equal\")\n", - "# Plot the electron density as contour plot\n", - "ax1.set_title(\"Electrostatic Potential\")\n", - "ax1.set_xlabel(\"x\")\n", - "ax1.set_ylabel(\"y\")\n", - "\n", - "X = points[:, 0].reshape(plt_pts, plt_pts)\n", - "Y = points[:, 1].reshape(plt_pts, plt_pts)\n", - "Z = v_elect_xy.reshape(plt_pts, plt_pts)\n", - "# Add contour plot of the electron density\n", - "plt.contourf(X, Y, Z, 10, cmap=\"viridis\", alpha=0.5, levels=np.linspace(-0.1, 5, 10))\n", - "plt.colorbar()\n", - "\n", - "# Add atomic symbols to the plots\n", - "symbols = [\"O\", \"C\", \"H\", \"H\"]\n", - "xy_coords = atcoords[:, :2]\n", - "for coord, symbol in zip(xy_coords, symbols):\n", - " ax1.text(\n", - " coord[0],\n", - " coord[1],\n", - " symbol,\n", - " color=\"red\",\n", - " ha=\"center\",\n", - " va=\"center\",\n", - " fontsize=14,\n", - " fontweight=\"bold\",\n", - " )\n", - "\n", - "plt.tight_layout() # Adjust layout for better spacing\n", - "plt.show()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "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": "3.8.13" - } - }, - "nbformat": 4, - "nbformat_minor": 5 + "nbformat": 4, + "nbformat_minor": 5 } diff --git a/notebooks/tutorial/Evaluations_electron_density.ipynb b/notebooks/tutorial/Evaluations_electron_density.ipynb index d115fbea..8410b443 100644 --- a/notebooks/tutorial/Evaluations_electron_density.ipynb +++ b/notebooks/tutorial/Evaluations_electron_density.ipynb @@ -1,588 +1,588 @@ { - "cells": [ - { - "cell_type": "markdown", - "id": "158f041c", - "metadata": {}, - "source": [ - "# Evaluations: Electron Density and Related Properties\n", - "\n", - "The electron density $\\rho(\\mathbf{r})$ contains all the information about the electronic structure of a system in its ground state. It is defined as:\n", - "\\begin{equation}\n", - "\\rho(\\mathbf{r}) = N \\int \\Psi^*(\\mathbf{r}, \\mathbf{r}_2, \\ldots, \\mathbf{r}_N) \\Psi(\\mathbf{r}, \\mathbf{r}_2, \\ldots, \\mathbf{r}_N) d\\mathbf{r}_2 \\ldots d\\mathbf{r}_N\n", - "\\end{equation}\n", - "where $\\Psi(\\mathbf{r}, \\mathbf{r}_2, \\ldots, \\mathbf{r}_N)$ is the wavefunction of the system, $N$ is the number of electrons, and $\\mathbf{r}$ is the position vector. [`gbasis`](http://gbasis.qcdevs.org/intro.html) supports the evaluation of the electron density and its most commonly used derived properties at any set of points in space. The following tutorials will show the different properties that can be evaluated and how to do it.\n", - "\n", - "\n", - "## Loading the data\n", - "\n", - "To evaluate properties dependent on the system state, we need its wavefunction or an equivalent representation. In `gbasis`, this is done through the **one-electron reduced density matrix** (1-RDM). As a case example, the following code will load this data from a `fchk` file corresponding to a `ub3lyp/aug-cc-pvtz` calculation on formaldehyde. The file can be [downloaded]() from the data folder of this repository. For simplicity, we will be using the [`iodata`](https://iodata.readthedocs.io/en/latest/) package to load the data:" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "19e73ac7", - "metadata": {}, - "outputs": [ + "cells": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "Loaded: ch2o_q+0 ub3lyp/aug-cc-pvtz opt-stable-freq\n", - "Basis: aug-cc-pvtz\n", - "Atom numbers: [8 6 1 1]\n", - "Atom coordinates:\n", - "[[ 2.27823914e+00 4.13899085e-07 3.12033662e-07]\n", - " [ 1.01154892e-02 1.09802629e-07 -6.99333116e-07]\n", - " [-1.09577141e+00 1.77311416e+00 1.42544321e-07]\n", - " [-1.09577166e+00 -1.77311468e+00 2.44755133e-07]]\n", - "Molecule is planar: True\n", - "Number of contracted shells: 46\n", - "One electron RDM shape: (138, 138)\n" - ] - } - ], - "source": [ - "import numpy as np\n", - "from iodata import load_one\n", - "from gbasis.wrappers import from_iodata\n", - "\n", - "# formchk file available from\n", - "#\n", - "\n", - "# load molecule info and basis from fchk file\n", - "mol_data = load_one(\"./data/ch2o_q_0.fchk\")\n", - "ao_basis = from_iodata(mol_data) # basis definition for the atomic orbitals\n", - "\n", - "# one electron RDM from fchk file\n", - "rdm = mol_data.one_rdms[\"scf\"]\n", - "\n", - "# atomic coordinates and numbers\n", - "atcoords = mol_data.atcoords\n", - "atnums = mol_data.atnums\n", - "\n", - "print(f\"Loaded: {mol_data.title}\")\n", - "print(f\"Basis: {mol_data.obasis_name}\")\n", - "print(f\"Atom numbers: {mol_data.atnums}\")\n", - "print(f\"Atom coordinates:\\n{mol_data.atcoords}\")\n", - "print(f\"Molecule is planar: {np.allclose(atcoords[:, 2], 0 , atol=1e-6)}\")\n", - "print(f\"Number of contracted shells: {len(ao_basis)}\")\n", - "print(f\"One electron RDM shape: {rdm.shape}\")" - ] - }, - { - "cell_type": "markdown", - "id": "0de600ce", - "metadata": {}, - "source": [ - "### Define Auxiliary Grid\n", - "\n", - "The loaded system is planar and all of its atoms lie on the xy plane (z=0) in this specific file. For simplicity, we will perform all successive analysis on the xy plane. The following code defines a grid of points in the xy plane spanning the area enclosed by: $-5 \\leq x \\leq 5$ and $-5 \\leq y \\leq 5$. This grid will be used to evaluate the properties of interest." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "584073ac", - "metadata": {}, - "outputs": [ + "cell_type": "markdown", + "id": "158f041c", + "metadata": {}, + "source": [ + "# Evaluations: Electron Density and Related Properties\n", + "\n", + "The electron density $\\rho(\\mathbf{r})$ contains all the information about the electronic structure of a system in its ground state. It is defined as:\n", + "\\begin{equation}\n", + "\\rho(\\mathbf{r}) = N \\int \\Psi^*(\\mathbf{r}, \\mathbf{r}_2, \\ldots, \\mathbf{r}_N) \\Psi(\\mathbf{r}, \\mathbf{r}_2, \\ldots, \\mathbf{r}_N) d\\mathbf{r}_2 \\ldots d\\mathbf{r}_N\n", + "\\end{equation}\n", + "where $\\Psi(\\mathbf{r}, \\mathbf{r}_2, \\ldots, \\mathbf{r}_N)$ is the wavefunction of the system, $N$ is the number of electrons, and $\\mathbf{r}$ is the position vector. [`gbasis`](http://gbasis.qcdevs.org/intro.html) supports the evaluation of the electron density and its most commonly used derived properties at any set of points in space. The following tutorials will show the different properties that can be evaluated and how to do it.\n", + "\n", + "\n", + "## Loading the data\n", + "\n", + "To evaluate properties dependent on the system state, we need its wavefunction or an equivalent representation. In `gbasis`, this is done through the **one-electron reduced density matrix** (1-RDM). As a case example, the following code will load this data from a `fchk` file corresponding to a `ub3lyp/aug-cc-pvtz` calculation on formaldehyde. The file can be [downloaded]() from the data folder of this repository. For simplicity, we will be using the [`iodata`](https://iodata.readthedocs.io/en/latest/) package to load the data:" + ] + }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "Grid for evaluating the density matrix has shape: (1600, 3)\n", - "Distance between grid points: 0.2564102564102564\n" - ] - } - ], - "source": [ - "# Sample n points uniformly along x and y axes within [-coord_limit, coord_limit]\n", - "coord_limit = 5\n", - "plt_pts = 40\n", - "plt_lmts = [-coord_limit, coord_limit, -coord_limit, coord_limit]\n", - "x_vals = np.linspace(-coord_limit, coord_limit, plt_pts)\n", - "y_vals = x_vals\n", - "\n", - "# Sample 3D points uniformly in the molecular xy-plane (z=0)\n", - "x_vals, y_vals = np.meshgrid(x_vals, y_vals)\n", - "x_vals, y_vals = x_vals.flatten(), y_vals.flatten()\n", - "z_vals = np.zeros_like(x_vals)\n", - "points = np.array([x_vals, y_vals, z_vals]).T # gbasis evaluates at 3D points\n", - "\n", - "print(\"Grid for evaluating the density matrix has shape: \", points.shape)\n", - "print(f\"Distance between grid points: {2*coord_limit/(plt_pts-1)}\")" - ] - }, - { - "cell_type": "markdown", - "id": "47ec6a05", - "metadata": {}, - "source": [ - "## Evaluation of Density-Related Properties\n", - "\n", - "### Electron Density\n", - "\n", - "The electron density \n", - "$$\\rho(\\mathbf{r}_n) = \\sum_{ij} \\gamma_{ij} \\phi_i(\\mathbf{r}_n) \\phi_j(\\mathbf{r}_n)$$\n", - "\n", - "is the most basic property that can be evaluated from the 1-RDM and can be evaluated at an array of points using the [`evaluate_density`](http://gbasis.qcdevs.org/_autosummary/gbasis.evals.html?highlight=evaluate_density#gbasis.evals.density.evaluate_density) function. \n", - "\n", - "In the following example, we will evaluate and plot the electron density and its gradient on the molecular plane." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "c1e784da", - "metadata": {}, - "outputs": [ + "cell_type": "code", + "execution_count": 8, + "id": "19e73ac7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loaded: ch2o_q+0 ub3lyp/aug-cc-pvtz opt-stable-freq\n", + "Basis: aug-cc-pvtz\n", + "Atom numbers: [8 6 1 1]\n", + "Atom coordinates:\n", + "[[ 2.27823914e+00 4.13899085e-07 3.12033662e-07]\n", + " [ 1.01154892e-02 1.09802629e-07 -6.99333116e-07]\n", + " [-1.09577141e+00 1.77311416e+00 1.42544321e-07]\n", + " [-1.09577166e+00 -1.77311468e+00 2.44755133e-07]]\n", + "Molecule is planar: True\n", + "Number of contracted shells: 46\n", + "One electron RDM shape: (138, 138)\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "from iodata import load_one\n", + "from gbasis.wrappers import from_iodata\n", + "\n", + "# formchk file available from\n", + "#\n", + "\n", + "# load molecule info and basis from fchk file\n", + "mol_data = load_one(\"./data/ch2o_q_0.fchk\")\n", + "ao_basis = from_iodata(mol_data) # basis definition for the atomic orbitals\n", + "\n", + "# one electron RDM from fchk file\n", + "rdm = mol_data.one_rdms[\"scf\"]\n", + "\n", + "# atomic coordinates and numbers\n", + "atcoords = mol_data.atcoords\n", + "atnums = mol_data.atnums\n", + "\n", + "print(f\"Loaded: {mol_data.title}\")\n", + "print(f\"Basis: {mol_data.obasis_name}\")\n", + "print(f\"Atom numbers: {mol_data.atnums}\")\n", + "print(f\"Atom coordinates:\\n{mol_data.atcoords}\")\n", + "print(f\"Molecule is planar: {np.allclose(atcoords[:, 2], 0 , atol=1e-6)}\")\n", + "print(f\"Number of contracted shells: {len(ao_basis)}\")\n", + "print(f\"One electron RDM shape: {rdm.shape}\")" + ] + }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "Electron density shape: (1600,)\n", - "Electron density is positive definite: True\n" - ] + "cell_type": "markdown", + "id": "0de600ce", + "metadata": {}, + "source": [ + "### Define Auxiliary Grid\n", + "\n", + "The loaded system is planar and all of its atoms lie on the xy plane (z=0) in this specific file. For simplicity, we will perform all successive analysis on the xy plane. The following code defines a grid of points in the xy plane spanning the area enclosed by: $-5 \\leq x \\leq 5$ and $-5 \\leq y \\leq 5$. This grid will be used to evaluate the properties of interest." + ] }, { - "data": { - "image/png": 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", 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" + "cell_type": "code", + "execution_count": 9, + "id": "584073ac", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Grid for evaluating the density matrix has shape: (1600, 3)\n", + "Distance between grid points: 0.2564102564102564\n" + ] + } + ], + "source": [ + "# Sample n points uniformly along x and y axes within [-coord_limit, coord_limit]\n", + "coord_limit = 5\n", + "plt_pts = 40\n", + "plt_lmts = [-coord_limit, coord_limit, -coord_limit, coord_limit]\n", + "x_vals = np.linspace(-coord_limit, coord_limit, plt_pts)\n", + "y_vals = x_vals\n", + "\n", + "# Sample 3D points uniformly in the molecular xy-plane (z=0)\n", + "x_vals, y_vals = np.meshgrid(x_vals, y_vals)\n", + "x_vals, y_vals = x_vals.flatten(), y_vals.flatten()\n", + "z_vals = np.zeros_like(x_vals)\n", + "points = np.array([x_vals, y_vals, z_vals]).T # gbasis evaluates at 3D points\n", + "\n", + "print(\"Grid for evaluating the density matrix has shape: \", points.shape)\n", + "print(f\"Distance between grid points: {2*coord_limit/(plt_pts-1)}\")" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "from gbasis.evals.density import evaluate_density\n", - "\n", - "# Compute expected electron density using GBasis\n", - "rho = evaluate_density(rdm, ao_basis, points)\n", - "print(f\"Electron density shape: {rho.shape}\")\n", - "print(f\"Electron density is positive definite: {np.all(rho >= 0)}\")\n", - "\n", - "# plot the electron density\n", - "fig = plt.figure(figsize=(9, 6))\n", - "ax1 = fig.add_subplot(111, aspect=\"equal\")\n", - "# Plot the electron density as contour plot\n", - "ax1.set_title(\"Electron Density\")\n", - "ax1.set_xlabel(\"x\")\n", - "ax1.set_ylabel(\"y\")\n", - "\n", - "X = points[:, 0].reshape(plt_pts, plt_pts)\n", - "Y = points[:, 1].reshape(plt_pts, plt_pts)\n", - "Z = rho.reshape(plt_pts, plt_pts)\n", - "# Add contour plot of the electron density\n", - "plt.contourf(X, Y, Z, 10, cmap=\"viridis\", alpha=0.5, levels=np.linspace(0, 0.8, 10))\n", - "plt.colorbar()\n", - "\n", - "# Add atomic symbols to the plots\n", - "symbols = [\"O\", \"C\", \"H\", \"H\"]\n", - "xy_coords = atcoords[:, :2]\n", - "for coord, symbol in zip(xy_coords, symbols):\n", - " ax1.text(\n", - " coord[0],\n", - " coord[1],\n", - " symbol,\n", - " color=\"red\",\n", - " ha=\"center\",\n", - " va=\"center\",\n", - " fontsize=14,\n", - " fontweight=\"bold\",\n", - " )\n", - "\n", - "plt.tight_layout() # Adjust layout for better spacing\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "90785d6a", - "metadata": {}, - "source": [ - "### Gradient of the Electron Density\n", - "\n", - "`gbasis` also supports the evaluation of the gradient of the electron density. \n", - "\n", - "$$\n", - "\\begin{equation*}\n", - " \\nabla \\rho(\\mathbf{r}_n)\n", - " =\n", - " \\begin{bmatrix}\n", - " \\frac{\\partial}{\\partial x} \\rho(\\mathbf{r}_n)\\\\\\\\\n", - " \\frac{\\partial}{\\partial y} \\rho(\\mathbf{r}_n)\\\\\\\\\n", - " \\frac{\\partial}{\\partial z} \\rho(\\mathbf{r}_n)\n", - " \\end{bmatrix}\\\\\n", - "\\end{equation*}\n", - "$$\n", - "\n", - "This can be evaluated in a grid of points using the [`evaluate_density_gradient`](http://gbasis.qcdevs.org/_autosummary/gbasis.evals.html?highlight=evaluate_density#gbasis.evals.density.evaluate_density_gradient).\n", - "\n", - "The following example shows how to evaluate the gradient of the electron density and plot it on the molecular plane. The gradient is represented as a vector field, where the length of the arrows in the representation fixed and the color represents the magnitude of the gradient." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "f33a27a6", - "metadata": {}, - "outputs": [ + }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "Shape of the gradient of the electron density: (1600, 3) (npoints, 3)\n" - ] + "cell_type": "markdown", + "id": "47ec6a05", + "metadata": {}, + "source": [ + "## Evaluation of Density-Related Properties\n", + "\n", + "### Electron Density\n", + "\n", + "The electron density \n", + "$$\\rho(\\mathbf{r}_n) = \\sum_{ij} \\gamma_{ij} \\phi_i(\\mathbf{r}_n) \\phi_j(\\mathbf{r}_n)$$\n", + "\n", + "is the most basic property that can be evaluated from the 1-RDM and can be evaluated at an array of points using the [`evaluate_density`](http://gbasis.qcdevs.org/_autosummary/gbasis.evals.html?highlight=evaluate_density#gbasis.evals.density.evaluate_density) function. \n", + "\n", + "In the following example, we will evaluate and plot the electron density and its gradient on the molecular plane." + ] }, { - "data": { - "image/png": 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biU2p2LI0di42jN05SHiStuLebKzsLanUuixlGhcT0pRqWJSus9uQmJDEoFU9hK/vCXuH4p7LhYAyeSlcvYDQWB553Ok2uy2xkbF0nNpcaCwzK1PKNilOdn9PvAOzE1g5QGgs1xxZKNukOAlxCbQY2QADQ+0L49YOlnj4uJI1jxvegdkpUqOgVg1AQNm82LvaolKpaDGyISYWYpOrf4vkFNV3eclQvnx5vLy8WL9+PTdv3kz79/DwcCZNmoShoSGtWrVK+/f379/z8OHDP5R52NnZkStXLl69esXy5cv/8PfDwsKYMWMGoM5A/2j8NMEzwKMrT5jVYRFNXDvxS88V1O5RVWtmMiw0nNWjN9E8a1fmdluGvastldtm/EOoklUcW3eG9r59mdpqPu+ffqDr7DZaj+/l/TcMrzGZoVUm8PzuK6q0LYtL9r8uRaQnMSGJ38ZspkvAAG6fvo+JmTG1umnP0j668oQu+QdyePVJAKq21/4AVKlUzO26jIV9VpKclIy9q63Qw+HFvdeMbzSLr6Hqk75ABT+tGoDVozal1VZ7+XsK3Xhf3HvN6a2/18dlEQyeDyw7irG5+gZoYWMmpLl/IRiV6veHnMgDLyUlhZsn7mLvaouhkQERnzIu59Fw5cANsuXzAEClShEqR0lKTOLN43dY2prjkt2Z+xceCY11/chtsuXzwNjUiM/vvgplfhLjE4n4HIm+gT7ehXJwQbAG/MOLj5hZmWLjZM3j68+E6ihjo+LSzgUzazNun7ovNJaBkfphau1oxdE1p4U0NumCu3vnHwlng919XAGI+BzF+knbhc6NnOkmiPuWHuHqYbFSIO/A7ADExyawfMha3j/7IHiMvwfLuxcdSpvsi6AJFgyMDDix4Zyw7sv7MIxN1VmgmKg44ax1SkoKIc9DMTE3xjswu/D5BRB89SkObna45syida+LBpVKxauHb7C0s8Ajt5vwSkXw1ac4uNsBqMcTKGsDeHAhmCxeTthlsREu5YoKiyY5SR2wZA/w5OLe60K60FefMLM0xcbRSviai4uOQ6FUTwDtXGy4dlisTlpPXx0iWNpZcG7nFaGxrOx/XyH78v4rVw/dFBpLM2lMSkhi07RdJCZkvD8JIEeB36+5Q6tOcHHvNaGxNBP2pzdfMKXlPGIjxVZ7dPyOvr4+y5cvR6VSUapUKTp16kT//v3x9/cnODiYSZMm4enpmfb+oUOHkjt3bnbs+GPp7OzZs9HX16djx45UqFCBgQMH0qFDB7y9vXn48CH169enQoUK3/nTaeenCp41RIfHsGvBQQZVGCu8xBkfm8DexYdpl7sPbx+/F9KoklUcXXuadnn6cGjVCbIHeArprh6+RZf8A5nXfTnVO1cU0rx6+JYBZccwq+MiyjUrKbRcGBMRw/S2CxjfeBaW9pb4lRYzEt8xbz+DKozj64cwSjYQy5wGX31Kn+IjePskhALl8wlp4mLiGV5jMrdP38fIxJCsedyEdNtm72XnL+qlctEs3NsnIcxotxBAKHOvYU6XpUSn1s6LZotOb7nA/QvBgHqVQoT42AR2pX6mN4/Eg5wjq383mb9/PlhI8/TWCz6/+wLAuV3a69M1BKcuw5/bcVlrjb+GkBfq+vzP77+yf9kxIU1ctPqaValUzO+xXPh711wTq0ZuEA6CbbOoN6xcPnCDlcM3iI1jqI9zNke+hIQxpPJ4wkK12y2BuqQBYNWojWyaulNIA+BdMDvxsQmMqj2VG8fEN4V65FZfT0sGrBaeTIB69cTM0pSE+EQmNpmd9nuIoAmW42MTWDtui7AO1JMXgAeXHvPq4Vth3fldV9L+9+UDYqUDAGe3XwLUx3rnjFgQnJKSwuXU8oTL+28Ib6q7lW4CeGyd9g3mGp7eegGoAz/R30Gzqfzzuy/sW3pUeCzNs3Jhn5VaN85r0Exy9y49IhwEa8rL3j5+z7Q24hsMXXM4kxCfyJi603n1QGyjZs4C2QBYN3Eba8aKnY92WWzw8HHlxvG7DCg7Rvj6/jdRkfJdXrKULVuWs2fPUrx4cTZt2sSiRYtwcnJi48aN9O/fX+hvVK1alfPnz9OwYUPu37/PnDlz2LRpE56ensyfP59NmzZJH9f34KcMntMjc+MH9c1RNJugQZWs4shvp6QcKlTJKvYvO8qaMZulju3AiuP0LzMauyzad6lqOL3lAp39+5Mlm6Ow5vbp+3QLHIyDq51w/eG7pyH0KT6ciM+ROAuOFRcdx/Dqk7lz5kFahk2ERX1WcX7XFVy8Ms7cp+fs9ktsn7sPc8HMM8DH15+kd/CDOmABdWZSlF0LDhIbHSeVIXx8/RnP77zi5f03RH4VH+vywZskJyVzSTCbBeoJEqizpqKEvlQ/yDdN2ylc26hKVpEQl8DBX4+njSmCgZEBt0/dZ+tM8XpIW2dr3j5+z+Tmc4WdYlxyOBMXHcewqhO1bt5NT4782VgzbgvrJmwT1igUCjzyuDG6zlSuHxV3TQDwyOXKpmk7pepDAYzN1JnjpQN+SwveRPny/iugPpc/vf0ipb17Tn3f1ayWifLs9ktCXoTy8PITqUDn5ol7RHyJ4vap+8LnJqj3QQBc2HNFyzt/5+PrT4S8COXRlSfCyRkgbRK4e8FBYY0meN44VfyaA4iNjOPsjstS7hxKPSXvn4eydMBvwhpLewviYuIZ22BGhpv6/zyOg4c9M9ou4PZpsZUoUE9YN0zZwSoJ1xe/Mr6c3nqR4dUnERMZK6zT8fcEBQVx4MABwsPDiYmJ4dKlSzRu3Pgv71u1ahUpKSm0adPmL/+tUKFCbN68mXfv3pGYmEhkZCSXL1+mR48eP5xFnYYf2m3jv4E4AQu5P5OZmfCnt184tOqktGZKy3noG+gJLZEBhH2MYEDZMdi72QmPow6gJ1GkZqCwRqVSMbn5XNpMaCKsAVg2aC2evnK+4PuWHqV0o2LITLzvXwjm9JYLhAuWbQBEfoni4IrjfHorvjkI4PBvJ3HPJV7PCuoyEeesDlIBd/DVp7wJfsfNE3eFNSEvQvkSEsZ+iQwYwMfXn/l1mFgmWENCbALzui8TDoJB7RQwqs40YdcWAOdsjoyuM006sLxy8Aa7JS3fHNztmNpynlRAo+H+xWBWDF0nrTO1MOHsjsvskgjYNESFRfP1Qxgbp2TsWvR3BF95SmxUHCc3ipeJaLiw56rwKo+G5KRkLu6+ytPbL6R014/cJjY6jisHb0rpbp+6z5Ob4u47AM9uveDy/uu8fRIirAl99YlPb+WyzqB+rizpv1pKo6enZEbbBcIrvABW9pbM7bKU53deCWsc3e35bfQmTkieGzeO32HPor9uWMuIkOehTGwyW+o+8m+jQsU/fbT//Aj/XShSZAxWvzMRERFYWVlRhtrS9j86/jswMjEkPlauu5KDuz2f3nyW8g7O4uVEXHS8lNNEFi8nzKxMpezqnLI6kDWPm9Tys62zNfnL55NaDtZs2tm7RDyLrG+gT/VOFaSDqirtynHwV3EfXYCgagW4vF88Kw7qzVwyD2RQP8hlJjigXqqW8cD9t1DqKTPlEmBpZ0GKKkVqYpWe8s1LSp2L6WnQvyZbZ+6R1uUvn4/osOi00iJRitYM5O2TEOEyAA2NB9Vm07RdUpoKLUtx7fBtqXuIa84suGR3kg7UK7cty6GV4p7eAEVqFBSuCdbgXdBL+ju3d7WVXpUwNDaUyqL/p0lKSeQkuwgPD/+huhlrYqB3j9y+i8+zS643P9x38KOiC5516PjOKJVK6axHZgI6fQN94drG/884CoVCaqKi43+XzE5M9PT1UCWrpM+zzFwDmdVlRqMpmZP9XLpr7j/Ljx48v37o+l2CZ3eftz/cd/Cjoivb0KHjO5OZ5cLMBByZCRoyM47uIa5DlMxm9DOry8w1kFldZjSZvXZ015wOHf8u/7XBc2aW+0G9KUmm2QCol09JkQ+KMpuFyUzmEnTZCh06dOjQoeNnI7NuGLJj6BDnp3DbqNu7mlRHqtxFvPnt6QLyC1qqaajaoTy/XJqMvautlK7H/PYMWdtLuEEEqAPumSfGUKdnVamx7LLYsOzuLHIXziml8y2Wi0XXp2FhI27jBuoGMaO3DpDSAHSd3YbGg2pLaQyMDJi0fzh+pcQs9zS4ZHdm5smxmFuLu2wABFYOYNj6PlIaUJ+PzYbVk9b1WdKZohKbJkFtuzdm+0BhdxMNeYp6M2JjXykNqK+BVmPEOzRq6Dq7jXCTBw1KPSUT9w0TtoDUkDWPGxP3DsXU0lRKV6FlKXoLNEn6M11nt5G+ThUKBZMPDJfqQAnqFsXzLkzCI9VnWhQPH1dmnhgrZdMI6mYRIzf1Q6mUexSUqFeYHvMFG5ako1rHCrQY2UBa13J0Q+HGPekZ+Gt36eeAlb0lY3cMEu44qsG3WK5MXXNV2pWj9di/uhNoo/PM1pRrVkJKo1AomLh3KLkK5ZDSZfFyYsrBEcJdTjWUaliUgSu7S2kA2k9uLtVIB9SfbdL+4cKNUjRYO1ox69RYKY0OHT9F8NxsWD0m7R+GtaMV2QM800z6v8WTG8+5tP86kw+OoOEA9QUociO8tPeauhPWxclpHQVF2roeWX2SwMr+jN46QLidqypZxbH1Z+g+t53Wpi3p+RISxvPbLxm7azDOnuIB1Yt7rzExN2bgqu5SE5EnN15QtFYglVqXEdYAfHj5keYjGmDnIj4RSYxPJDkpmRajGkqN9fndFzzzelBRoMtiemKj4ijbpLiwl7QGc2szyjUrKaUBdffEvCVzS2kS45MoXicIRw/trd7TY+diK+VuoiFPUW+y5RPrwpeeMo2LS09ecuTPRlDV/ESHidlZpR/L1dtF2AZLQ/0+NUBy5cXRw55a3SpLO+CUa1aCgHJ5pVwUAJoOq4u9qy0fXn6U0jUeVAcTC2Miv8htAizXrATWTlbSK1n+ZXzTfKZlyFUoe5oftgx5injjJdDl9c8EVgnA2VMuCDaxMKZY7UIYaXnO/Bk37yz4lxXrvpoe/zK+0m46oN64aWphIqXJHuBJULUCUu4zAGUaF8M9t6v0+VWvVzXpiZmtszV1e1Uj/JOcu0rZpsXJXz4vb4LFrQIBus1uk9Zg60dFRQrJ//BLl3mW46cIngeUG4ODuz1Lbs6g9djG9FzQIcP3J8YnMqvDIn7psZy2E5oyfENf+q/opjVb+yUkjP5lRvPkxnNmnR5HkRoFGbm5n9Zg88GlxwwsNxafIjmZsGcIeUv4ULap9ozAnkWHWTZ4Df2WdaFM42KUqBuEkYlhhpqUlBSmtVnA+6cfmLB3KGZWpkIPo+jwGMY3mkXBin40GlgLhUIhlEV4fP0ZGybvoNuctji42Qln13f9cpDQV5/oOLWF0Ps1rBm3hfzl8kpln+NjEzi86gS1ulaWmhjcP/+IT2+/UKphUaljvHXyHlnzuGHtaCWle3n/NZ6CjWI0xEXHERcTLz0WgMRXkUZm3CksbM2xdbbmxb3XUrqAsr58ePkxrdGKKKUaFuX0lvNSGt9iuciRPxu7FshZyTUdWpd3T0I4veWisMbAyIA245uwd8kR4W6BoJ7g1+5RldWjN0mVnDl62FOueQlp+zg9fT2K1wn6Q0dPUbLmduPlfbnfG8DY1Ji4aHn7TlWySl0eJ0lyUrK0Tt9AXc2YLFnDbGFrLh1cgnrl7L2EnzioHYVsHK2kfNIBClbyJ+RFqJQXNUDZJiU4uem8VNlfdn9PfIv7sHuhnHtPwwG1+PohTKrxj5GJIe0nN2fP4sNCPvqa50Th6gUo27QEC3qvlDpGHTp+iuD55b039AgaQvDVpxStqc6CimRr9y45Qv8yo/Ev60v+cnkZ/FtPrVnruOg4RtedxpHfTjF+9xCCquYX6hL49NYL+pcehUduNyYdGE6HKc21BsIAm6fvZv3E7Qz+rSddZ7elRpdKWjUJcQmMrjMVQxNDxu0czPjdg7V+LlBn5Bf0Xknbic3oNL0ltbprbwMOsG7CNkKeh9JvWRc6TmshtFyenJTMwj4rKd+8JP5lfIWz68FXn3Jx7zVajm6Is6ejcOZ6z6LDuHm7kL98PmzTtWTOiJSUFM5su0ipBurgWfPQ1MaDi49JiEsQ7uio4cW912SV9KAGCP8YgbWD3O7nzNa2WztYEi7YXVCDxlf75T05OzD/0r7cOiHWNhnUnf+8/LLi4ePKyU1iwbOxqRHm1mbU7l6F26fu8+KumNVdrkI5cHC3p3LbcqybuE04M1u0ZiC1ulXG0s6CdeO3CmkMDPUJqpqfNuOa8Pbx+z90lcwIhUKBZ14PGg6oxftnoZzdLt5NUt9AH/8yvljaWUjpNGT1deel5GQJ1A1a4mLkWyEnZzJ4ViWrpMrp4PeW1JrW2aJY2FpIe1EDZPFy5N1TuRWKXIFeJCYkSVs3FqzgJ+UpbmBkgKevO9nyeQj7c+sb6GNlb0nNbpUJvvaMB5ceC+m8C3ph42RN9c4V2Thlh/B+oHLNSlC/Xw1MzI2Fuwz6lc5DiXqF6bWwI/uXH+WeZOO0782P2mHwf5mfIngGsHOxwcbp9+xbz186kC2fh1adm3eWtOVk15xZ6DSjlVaNgaH+H2qDO0xuLhTEGZsZ8yUkDBMzYxzd7dNKRrQR8vwD8TEJOHrY03hQbaFAGIWCczsv41c6D3YutlRoJVaycPfMA149eEODfjWp1LqscKZ23cRtBFYOoH6fGgRVDRDS3Dxxl6uHbjJ+zxDq9a4upAF19jmgbF6mHRud1n5VG++ehnDl4E3aTmjKkDW9hMc6teUC3gW96Dq7DQHlxJZcE+MTeXDxMUVrBNJsuFjts56+Hi/vvcEpqwP5SuYWWvJWKBSYmBsTFhqOjZO1cJ27g7s9SqX6dzWzMsXMSvtkx8TcGE9fd6wcLAn7GC5cT1y0ViA+hXPy+f1XosNjhJZoXbI7U7t7FfKWzM3Nk+INWTrPbE3TofV4/eidcHtu52yOTNgzhJINirBLIgNWp2dVZhwfzYcXocKBuqGxIcM39qXlqIZsmblbuMV5Nr+sDF7Ti3LNS7By+AbhQN3ezY5xuwZTtX15Nk/fJVV60WtRR+r0qMrdsw/TWrkLHWs+D/xK5UlbaZAJTLPmcVMHz9HxWNmLTwbtXW1JTlKhp6cUrv03MDLAyt6S5KRk9PT1hEuzHNztfy/VUyB8nN4FvbC0U2eeRa43UD+PchZQB4whzz4Il/xVaVeOvCVz8/zOK+EAP1s+D+r3rYFvCR+uHb4lpAHoPKMVLUY24O3j9zy+Lub3bJvFmvF7hlCuWQn2LBJf6anSvjyzz4wn8ksUhwUbflnYmjNwZXeaDKnLpmm7hDP/harmZ8Smfphbm7F5+m7hY9ShQ8NPEzy/fRJCj8JDae/bl3UTt/ElJIyRm/tjoqVW6chvp2jp1Z2VIzfw4eVHanapRFDV/Blq4mMTmNVxEXO7LeNN8DvMrEzpPret1mN8fP0Zq0Zu4NGVJwA0GlRbaPPhrVP307IBNk7W1OymPSMc9TWa6PDotM6A9XpXFwqErZ2s0iYTWbI5kq+U9hpcQxPDP9Q8F6tVSKsGoEKLUuSv4IeJmTFeflmFNita2lnQb1mXtOMTmSCBuvlC7iI58QnKgZtg/aCDuz09Uzc91etdHQMjscxzj/nt8cjtSoWWpfAr5SukyVkgG71Sy41mnRon1NwiJSWFMdsH4pozC40G1qJcc7E6a79Suem9qBOGxoasuDebJIHukXHR8Uw7NhqnrA407F+Lii1LCY3lE5STTtNaYmxmxNQjI4U0CXEJ9JjfHlMLE5oPry+cwXfK6kCZxsWwdrSkz5LOQhp7V1t8i/ugb6BP+0nNcPMWOzc8fd1xye5MFi8nusxsLaTJkd8TIxNDzKxMaTSgNr7FfYR0PkE5sLQ1R6lU0m1uW+H6dvdcLmTJ5oiRiSFtxjWW6qyZNbcbRWsF4u7jQgeJ0iqFQsHMk+rNVQNWdJMas9+yruQplouyTUsITzoBei3oSEBZX0rWL0KbcWIdRxPjE5l1aix2Lra0HN1QuDTLwc2WKYdGADD/4mStzxcNDQfUpkLL0uQp6k2/ZV2FNCmqFOZfnARA36VdyJFfLFGQv1w+6vepgVNWe4as6SmkUSWr6DKzNYZGBrSd0BTvgmJ15w5udpRuVAwrB8u0+7I27F1tyV04JyZmxrQc1RAvP7E9FFnzuOGawxm7LDb0XNBB6HmWu4g3+gb6mJgZ02hgbeF6+qAq+dHTU2JqYUK93tUytarxPUlOSfkuLx3i/NhnzN/w6sEbVo3cSKvs3ZnRbgHegdm1aj6/+8L6idtplb0Hw6pNpHCNglqzA/GxCexdfJj2efoyuu40rB2tKFZbe9B45eBNehQeyshaU3jz6B3tJzXXqgl5Hsr4RjPT6q0bD6qt9aadlJjE2nFb6ZJ/IPfOP8I9lwuFtEwKQN1CtnPAAM7uUC/VVm6jvZwiJiKG0XWmsXHqTkDdHU6kxOHw6pOMbziThFTrv7wltAcTEZ8jGVV7KqGvPgHg6SsWPG+btZfbp+4D6g0nIhnQj68/sWP+/rT/b2isvcwGYMPkHWnZKdG2tQ8vP/lD/avohrCTm85hbm2GobEhjy4/EdJcPnADs9QJUvC1Z0L1sykpKTy98Rw9fT2s7C2EO8hp6pXNLE3Zv/yYUPYzfc3r05sv0n43bWjKoBLiElk5XKy1d/o28ksHrhGqh1Qqlbinul2c23GZxf3EWhprHAxio+IYVm0i986JLQVrdO+fhzKg7Ji0c18bmk1miQlJTGuzQKrmXDNRjImIFS4vAQh58ft5++rBW6kW5nfO3MfY1AgbRyvhbD7Ahb1XMbc2w9zajKuHbgrrrh+7g5GJIRY25lwR7Oj5MN019vH1J+F6/PsXH2FsaoSlnQUnNgheO89DSU6dRH95/5UHF4OFdF9SOxha2VuyRbBbY2L87xPoWyfvCncNNDZTr4LGxyawYuh6IU36hNHKkRuEV4k0E7FrR24zr9tyodKzPEW9AfgaGs6AsqOFsuMObnZky+eBSqViUb9VzO+xIlOdOnX8b/PTBc/puX8hmFsnxWsmVSoVVw7eZH735USHi+3UV6lUnN91hX6lR/FYok3pxb3X6BY4mNPbLgjb+9w+fZ/uhYawbPBaStYvIqR59eANfUuO5JeeK6jWobyQJvJLFGPrT2dut2UUrl5AKLuiUqlYMXQdk5rPRd9QH/8yYtnCczsvM6L6JGKj4oSy3AChrz4xuNJ4voaGC2eeU1JSmNpqftpSsrWj2HLroZUnOLv9EoBw5vnzuy+sHa+urYsTDJ4B1qYGKZ/ffRH2Ej+x8TwxkbHAHx/sGRH5JSotcLu0T7wd78PUFZPTWy8K78b/kBpMvX70jlOCAZEmeI6NjmNxf7HAFMDQWL2sPaPdQuFNjZoH+cqRGzi3U6y2N4uXOpt77fAtprScJ1wOkatQDmIiYxladSJ3JWoofYJy8P7ZBwaUHS3lsqFZYZne5heuHxWvYwV1WUNysoqpreYLTwBBPZGOSF0aXztBPOgGuJla3/7+eahwoAhwYfdVVCoVKpVKKng+l5og+Pzui3AAp0pWcT11FfDsjkvCY90/r/48YR8juLhXrO28SqXibaozhGgQDPA15CsAJzedFy6l0KxQfgkJEw6CgTTHkeltfhG+5jQljptn7Bbe9GftaIWlnQX3zj1kXIMZwg1n8hTNxae3X+hfepRw/XdglQDiYuIZW38G2+fsE9Lo0PFnfurg+Xvz8c1nac2F3VelNpGoVCoOrTwhtdM4JSWFXQsOsqDXrxgYive92bv4MAPKjpFaej2x4Sz9So+S8gm9cfwuA8uPJWse8XHeBL9jaOUJWDtZCW/ki4mMZVTtqUR8iZKyyJvdeQmf338VzjwDbJ+zn9eP3hEbLR543Dv/iBvH7vwhe6eNuOg4Tmw8R1RYtNQO+Qt7rgIIP8iBtMz2geXHhDUhqS4B6yeJb6pLSkwiKTGJ9RO3SV1ThiaGbJ+7TyqAsnO15cTGc6yfuF1Yk9XXnfsXghlTf0Za0CGCu48rw6qKZ5wBTC1NUeop6V9mtHDGOW08bxcW9VvFCcGNXOkxMDJg09Sd3Dv/SFob8jyUywduSDs93Dv3kOSkZE5uPCulCwsN5/75YIKvPhOuIwd1MiLicyRXJM4XgKuH1e+X2Uj59OYL4mMTOL7+jFSnwVcP3vD2SQgXdl8V1nwJCSMpMYlVI8VWX4C0yfrifqukbOqMTY3YMnO31CZDO1dbLh+4wYoh64Q1WfO48fTWC0bUnCLsNKPUU2LtaEm/0qN4/Uj7ipKGHAGe9C89ivO7rghr/m1U3+mlQ5z/2g6DPzuZ6SCYmeBe1l4M1I4Ysru8H115wqK+q6S6HD699YIxdadh72orvHz6/tkHJjSaKZx5BnWpyIy2C3DNmUVYk5SYxIJeKyhQUa4JxtoJW6neUbt7S3r2LzuKs6ejlIPGxT3XKNe0hNRmsIeXn/Am+B23T4uVUYB6aftN8DuOr5cLiB5ff862WXulNG8fh7Bc4oEM6uXwxX1XSWlUySqGV59EnMTEyMBQn196rpDKqAJY2VswsPxYPr0V/500nN99hd0L5az3NDy/80rYmeDPhDwPZess8UyphtioOB5decrxDfLB/rldl4XrjzWoklVc3HNNuGRDw9VDt3j18C2vHoi7xyQlJhF89SmHVp6QGuvVw7fcOnVP6n7/NSSMAyuOS3mIJyUkcfXQTemJ1quHb4VLpDTERsYyqdkcqc9kYKjP0CoTpQJ7S1tzhlefzMfXcpPOVSM3EflV3lJQh470KFJ+4H7NERERWFlZUYba6CvEdiLr0AHqm7FM1hDU3Rs/v/8qpcke4MnTmy+kNIGV/LkqseMdoFSDIpzeKu41DFC2aQlObJALatUeynK+v5n5PNn9PaXqZUG9mfZrar2nKPoG+lKZwP8VMnOua8jM760hM+ckgGsOZyxszYVLlzQUrl6Au2cfCpfpaSjXrIT0hLB0o2Kc2iznP56/fD7un38k5evtmsOZuOh4qd/PwMgAe1dbKd9xUFtXymT7IXP33n+bpJRETrKL8PBwLC3lbEH/STQx0L0HjlhY/LOFApGRKnxzh/5w38GPii541qFDhw4dOnT8z6ILnnXBsyy6sg0dOnTo0KFDh44flOQU9eufHkOHOP+1GwazSrZBBnUjC2dPMRP+9FjYmKd5J8tg52IrZKn2Z0Q76P0Z2S51GkT8mf+MUqn8vdmABIbGhpn6TmQ2SqYns/6eMm3Adfznycw5Irrx9M/IbCRNj1Czo/+gLjPXgO48/t8js795Zu6V+gb6mRpPpDvv35GZZw6AqZVJpnQ6/nf5KYLnkVv7p1lOiVyIvsV9WHp7Jm0nNJXqgFWrW2UW35hO0ZqBUsfXbU5b5pydgFNWB2GNUqlk8sHhDF3XW+oYbZysWfloHjUEWoanx7+ML6sezye7v6eUruGAWsw5O176gT5sfe+0BiSi6Bvos/TWDCoINujQ4Obtwsa3S3HJ7iylK9WwKL/enyN9c28/uTmDVvWQ0gBMOzpaqP16eiztLFjzbIFwowENgZUDWPlwrpQGoMWoBgxeLdZ4IT0T9w2jTs+qUhpDY0M2vlmCb7FcUrq8JXxY+2KhcBdEDQ0H1GTKIbFGLukZvW0A7SY1k9IYmRiy/N5s4eYcGpyzObL+9WLp39u3WC7WvVwkbIupoXidQqy4N1s6MKraoTwzjo+R0gC0GNmAwb/Jn18DV3an5eiG0roFl6dQqoGY7acGe1db1jyT20AM6m6by+7MktIAtBnfhIEru0vrphwcQd1e1aQ0BkYGbHi9GL9SYlajGnyCcrD+1WLp86tOzyrMOjVOSgMwZG1vuswSa06kwdjUiGV3ZlKuWQkpXXZ/T5bfnS2l+d7o3DZ+PH6K4Nkuiw3L786mctuyFKlRkAIV/DJ8/71zD5naaj61e1Rh9ulxOGdzpGzTElpns7sXHuLw6pOM2zWYVmMaoVAohBp7LBmwmpiIGOZdmIR3QS+USqXWzoIqlYrZHRdTsJIfo7cOwMDIQGi2/fVDGKtGbqTngg6UbSp+k7hz+gF3Tj9g3O7BUpnrI7+dwtzGnB6SgfCBFceo1KYMgZXE3SiSEpO4sOcqbcY3kco8vH38ni8hYTToX1PqGIOvPMU1ZxYCyop1CdTw4eVHgqrll85+JsQmCDX1SU9UWDSOHvY4uNtpf3M6DI0NhFsSpyeLpxNGpvJZH99iuYiJiJXTFM+FnYstb4LFLfgAyjUryac3n4mJEN8Epm+gT61uVbh77oHcMRbLRVDV/FzaJ275B+qOlybmxmmewaK0n9ScDy8+8uKunAtOwwG1eHH3tZQtJkBQ9YJ8evtFukmEey6XTGUirRwspVpzp+nsLbF2tJLW2bvZSU+yjM2M1e42Krl1bEd3e2lHEFAHb8lJyVIaA0N98pXKLb3pM3+5vFg7WUu7LFVqU5ZPbz5LnV96+nrU7VWdO2fE3XtAHaiXqBskZd8H0Gx4PYzNjLly4KawxsBQn8G/9eThJbmNqDp0/BTB84AyY9gxbz99l3Sm79LOjNjUV2tW4Pj6s3QtMAgUChbfmE7rsY3p8UvGAWByUjIL+6xkSst5NBxQi/G7hzB620CyB3hmqAv7GMHA8mO5f/4RM06OpemwuvRZrL198INLjxlYfiy5i3ozftdg6vWpTkDZvFp1O+btZ83YLQxe3YMiNQrSbJj2VrcqlYrJzecSHRbDmB2DMDE3pmDFjCchoPZYndJiLhVbl6ZCy1I4uNsLLX9fO3Kbw6tO0ntxJ4zNjIUz1+snbsfYzIj6fWsIvR/UPtebp++icpsyUg/YkBeh3Dp5j4qtyghrAK4euomlnQXegWKtYDU8vvGMHFrOpT+jSlbx9UO4lG+1RiezoqHBws6ccMkAzN7VFjMrU+kHcv5yeXl664Vw8wVQP5BLNSjCcUnHhpINimBpb8HexUekdK3HNeHygRtS3s12WWxoPLgOa8dvlbLe8gnKQZnGxVg6aI2UzZd7LheK1wli8/RdwhpQr+IFVc3Ppf1yEwMAp6yOaR7fMugb6EkHiqBu8pGZspQUlQqFUm5lSdOMJyFO3AEDwNrJiq8fwqU0oPYHl7HFA8iRPxuGxobcl/TpLlIzkAcXgqWCYAMjA8o2Kc7h1SelxirVoAg2ztbs+uWglK7thKZcO3xLuAGaUk+Jey4XGvSvxfIha4Vs6CxszFEoFLQc0wh7N1t+6blC6hi/NyoUJP/DLxW6Ei4ZforgOSkxid/GbGbXgoPYOFljYWPO+N1DtNYZv3/2gUHlxxLyPBTXHM5UaVuOym21t6M+tu4MgyuOI3+FfFg7WDJkTS+tdY/xsQmMbzSLI7+dos24JhSuXoDSjYppHevpzRf0LzMaz7zutJvYjC6zWgtlNNeO38qOefsZubkfLUY1FGodHhMZy8haU3DO5sj8i5PpMKWFVg2om5ysn7idXgs60ndJZwpVDRDSLe6/GiMTQzrPaCm8VBv5NYp1E7bReHAdClb0o2gtsRKaExvOEf4pkjo9q1KoitjxARz57SQl6hfG1MJEuOwm5Hkorx+9I7BKgFQ97NMbz/HM6yFde/v53VfsXGykNJoARbYkxcrekkjJ4FnTZOfVg7dC79cE9QHl8nHj+F3hceyy2FCwoh/mNuac2ixmp2fnYksWLyfq96nOifVnCQsVC24qtipNYOUA8pfLy+pRG4WPsdWYRrQe34TPb7+wZ9FhIY25tRm1u1eh0/RWXD5wgxvH7giPV7CiHw361+TprRdS9nHGZsbkyJ8Nuyw20ll1AGdPB6luiBr09PVISpQPnpMTkzJVs65SpaAnmSFP3wZeBltneStFAyMDnLM58uqheJMPhUKBb/FcfHj5UdgfXJMRL1y9ABf2iDcHcc7mSLHahTA0MRT2iLZ3tcXN24UG/WpyYv1Z4ex41fblCKpWgAIV/Ph1hJi3tKGxIV1nt6H7vPY8vvaMw6tOCukqtSlD55mtaDSwNgt6/cqXTNo26vjf5acIngFMLU149eANl/dfJyE+EfdcLgzf0Efr0mFWX3dePXhLXIy6JXDPXzoI1f36l/FNayPs6etO+8naax6tHS3xLvj7snz3uW2FNhJ6+rphnHpzy+7vSeW2ZbRqjEwMMTY3xtDYEANDfVqOEqsHtM1iw9vg92TN40aO/NmEylL09PUIeRGKQqmgUJUAKjQXq0k2tzHj4r7r1OhciRL1CuPgpr30QE9fj/vnH6FKVjFx/3DylRRr6W1uY8bx9Weo07MqI7f0F8q6Ghjqp7UMnnFiDCXrFxYay9rBkquHb1KqflFGbxsgpLGwMedN8HsMDPVpMqQOhasXENJlzePG53dfcM2RRWjiB+DllxUzK/VSdY782YS+dyMTQ8o0LoaVvQXR4THCG25rdatM4RoFef88FDMrU6Hv3d3Hlb5LO+MdmJ07p+9jYSu2IbX3ok60HteEWyfuCjeM8cjtyqxT48hVKAentpwXXlav0rYcY7YP5N75R0SFiZWHOHs60nJUQyq3KcPJTeextBP7XD5BOeg6py35Subm1ObzwpuPrR0sGbV1ABValubYujNS9ajtJjalzbjGvH38nqiv0cIlSNYOllRuWxbnbI58evsZ52ziG6wDK/ljYGRAikolfF2DusY9OUmFobEBQVXzC2mMTY3IXTgnqmQVppYm+BbXfp8DdYv1LNnV5U62WWywyyI2aa3ctiz2rnaEhYbjmddDSJO/fD5qdKmInp6Sz+++CJez9FrUkcLVC3L/QrDw8fmX8WXUlv44uttz/egd4etg4K/daTW6IZf33xBeyfLI7cbMk2PxDswudc1VbFWG0dsGcO/8I2Ffbt9i3tTpUZWCFf04s+2C8DVQvE4Q9fvU4PPbL8IT6n8TVcr3eekQ56cJnqPDY9i39CjDa0ymvn07xtafzpf3YTQZUidD3aMrT5jUbA4NnTowucVcbhy7w9B1vbXWwW2YvIMmrp2Y1Hwut07eo07Pqlprrb+EhNGr6DBG1ZnK7dP3sXGypuM07dnd01svMrTyhLS2w23GN9V6w4mPTWDtuK0c+e0UoA6SRLK0j6894+rhm2km9nV7at9wkpyUzKc3n4mNUndcK1KzYFpwlhGxkbF4+Lim/f9CAg++5KRkAqsEYG5thp6ektyFvbVqAOxcbKjZtTJmlqaYmBkLZZGTk1UMXNkdEzNjchbwwkwwaClcoyC1ulUhWz4P4dbmKSkpTDs6CoDWYxsTHyO2JNygf00KVQmgfPOSwpt8TC1NGLquNwCzz4wXWqKNj02g3cRmuObMQtsJTfEpnFNoLCsHS+r0qIqjux1D1vQUWpKPj4mnWocK6OkpGbK2l3DQYGlvgXdBLwpU8KNmV7GNl05ZHdL2H3Sa3gqFYJDo5Z8VIxNDchfJSa5CYnXqeYqpz1WlUknxukGIOuj7FM6Zlh2t0KIUSYINJrJkd8bUwgRDIwMaDawt5fhjaGJIULUCZMnuRI/57YXLRMI/RdJ9Xjss7SzoMb/9H65vbZRqWJQKLUpRvG4Q1TpUENZVbFWaMk2KUbpRMeF9HnEx8Qxa3QMHdzs6Tm2JR26x4zQ0NmDoWvW1M/fcBOEgrlT9IgRVzU+l1mWo0KKkkCY+Jp5us9sC6s3Eor+Bh48rAWXzUrJ+Yap1Ev8eS9ZXb5wct2uwcCBsm8Uaj9xulKgbRGnBza9ZvBzT9tW0n9xcaPVLoVCoS1GMDPAJykF2f7ENswHl8v3+v8vmIz41SZYR1o5W+BZXb1I2NDH86Rq66Pgx+GmC5/TERcdxdsdlprdbwMbJO4U1x9efZWStKfQtNVLIti0xPpETG84yoNwY2ufpS9Y8blpvOikpKVzYfZX+ZUbTo/BQTMxNhNwEHlx6zNCqE+lbaiSvHryh6dC6WjWf331hWptf6FVsOA8vP6HV6EZaNUmJSaybsI1uBQfx8PITitcNwsHdXqvu2pHbdM0/kJsn7mJobCi0g11TC67pKCaaNVozdgsrU5ftchb0ElqufXrzBeMazEjrJueSQ7vzhipZxaRmc9KWWkUt+Q6tPMHtU+pNMKL1m1Fh0eyYtz/t/4u2zd694FDa5xftyHf/fDDhn9QB853T94W7lz289BhQB9KiZREfXqiX7vX09Vg3YZuQJiHd8eyYu583wWJL1poJ5e3T94XH0kyivoaGM7LmFKFNhk5ZHdIC0VkdFgkvV+cpqr7OH19/xoCyY4SX8H2C1BOVa4dvMbLWlLRVMm24pp7jcTHxjKw5mXdPxds1azL3UV+jWdBLvN4zJSWF16nlOe+ehHDl4E1hrea9SqWSszsuCevObLuUlhm/JlGacn731TTd5f1iLbofXHxMbGpb9isHbgj/FsHXngHq62D/smNCmndPf+/2d2jlcSK/iLWMjvqqrqMPC41gy/TdQpr0zO++XLgW3zz1nnhy03l2LRCrXdZsVP709gsjakwmJlL7RmLXnFkwMTcmOVnF1Fbzhbup+pdRb/Y+vOoko+tOE/q9itUuhFKp5MmN53QvNDjtXv4j80/XO2teOsT5KYPn9MhsrNEQ+SVK6kED8Cb4HTvm7Zfa7KLJemturCLcPfuQgeXHcnHvNeHd7A8uBtOr6DC2z91HrkI5hDQv7r2md/HhrBi2XqhMBODz+68MrjieNeO2ULapWHYlMT6RSc3nsmbcFvKXzye86Wf9pO0sHbQGIxNDvPzElkGvHbnNrI6LAXDNKWZb9yUkjEnN5qJSqYSy6RrmdllCQlyC1PmwY96BtIDq8zuxGrvH15/xIDWofXLjuZBGpVJxcY96p/rlg2JBA5A2zqnN54lLDSC0EfJCvWnszpkH3DwhVr+secCFvAhl/USxIBjA2MyIiC9RTGk5X9gdwimrAwlxCYyuMy3tWLWh2SA8r/syDgnWUALkKerNg4vBDCw/VmpDlk/hHFzad52RtadKtWnOkt2J5NQJoGzbak1afGGfldLtlzUbQ7fP3SdcPgNw/ehtkpOSiYuJT1tlE+Hm8btpwd41CfeS8zsvA+qJtehkNSkxiTun1Y4spyTa1AdffZp2fKLPlrDQcGKj4kiIS2DrzD3CY2mC7BXD1gkH9xqOrTvDhT3iLhYWNma8CX7H7E6LhTVZsjkRExnLiBqT+fjms5AmZ4FsqFQqZrRdIDxZNTE3xicoB5um7WR6uwXC9+LidYI4sfEcfUqMIPTVJyGNDh1/Rtdh8DuQGC+38QTg/oVgqfenpKSklXCIokpWsWXGbinrKJVKxW9jNuNfxhcTc+O0Ug5t/DZmM28fv8encE7unBGzC9syYzdJCUnkLuItPAE58tspHNztcM0h7tF688RdfhuzWbhEBODtkxDWjNtChRalhTVx0XGsn7SddhObCWVjNOxeeJDchXPy9OYLYc3ZHZep2r68cMYN1JMwgAMrjgtrNJnnteO3Cms0meeFvVdKBYsm5sbM6rCIj6/FH3iOHvZMa7Mg7bOJ4OWflcX9Vwtv+AN1jW3U12hG150mfE0AuGR35t65R0xoPEt6+dgluzMLe/8qbekF6o10l/Zd59i6M9Lal/dfE/4pgqNrTkvposNjeHDxMWGh4VK/e1JiEhd2X8XLL6vUhrwHFx/zNTScywfkNkTeOHabfKVyc1nChUQTPO9bKufm8u5pCPfOP+JLSJiwJjIsmuCrTzm2Vu63+/ohjAW9fxV+v4m5MUmJyYxrOFPqfuXgYc/EJrOFV8oAsufPxqyOizm6Vvyc8i3uw7LBa9k2e6+wxtjMmGtHbrF9zj5hzY/A98gM6zLPcuiCZx1SVmEaRG2E0nNs3Rlpb9gd8/ZLNZ8Btd2dqEtHek3zkfWlNFtm7CFrbrGaZw37lhyRbsJzavMFanevKlx/CXDj2B2e3nzB28fiHspPb75QZ7olAs2Pbz5z58wDrh8VzwgmJiRxdsdlqQwYwJE1pzmXmk0U5eCvxzm1+byU5tLe6zy+Lr5aBGBgbMDIWlOkgkJQ26GNbzQrrdxIhnM7LnF2h9z3oSE6LJq5k3dkSvvi3hv2Ljki/VkBrhy6kTbhkuHM9ot8CZFzRNCswFySmEACXD96B+/AHFKf7/P7rzy+/ozzu8SdLABeP3zH5mlyFoORXyJZ1G+VVNYfYF735cKlIQAWtubM77Gc53deSY2zbfZeLh+Q+86PrjnNi7ty49w//0hqBQPUCYyfLXDW8WOiSJG9Ar8jERERWFlZUYba6CsM/u3D0fFfjp6+vAetlb2l9OTDw8eVVw/FbN005C6cM62sQhS/Unm4fVquns+3uI+UpzFAtnwe0g9Yuyw20g0eDIwMMrWKo+OvWNiaSwVS6XFwsyM5KVkqW6rByy8roa8+Sflfg9qSLFs+Dx5dkStP8S3uw4OLwVJNYDRWcHfPyl0HeYp6S68YZvf3lMrQgto+TtZj29zaTPo7z8z98GclKSWRk+wiPDwcS0v5Jj7/FJoY6OxdF8wt/tkq26hIFSXyvvvhvoMfFV3wrEOHDh06dOj4n0UXPOuCZ1l0ZRs6dOjQoUOHDh0/KLqa5x+Pn8Jtw9TKROr9Sj0lFVuVFjb+12BhYy5sp5Ye91wuwn6/6fEtlku4QUR68pfLK107DAj7BKfHwMiAHPmzSess7Sxw9NBugfdnsng5CbfyTo+bt4u0BpBq8qBBqadM8zGVwdDYUKu/+N9hainWfCQ9Sj1lpsYyNjPGwEh+lcfSzkK6myEg3OQhPfoG+pnSWdlbSjmqaHDO5pip1tAeud0y9Z145BZrUJMehUKBs6f8uWxkYpip78TIxDCtE58MBkYGGJuJNc1Ij6Fx5sYzMTeW7kyoVCoxszKV/u0MjQ0zde8ytzbLVPdEGyfrTJ1fIk2T/oxSTylkafpnLGzNM/WMc87mKNW9VYNnXo9MfSc58ntKa3T8b/NTBM8Lr06lYqvSKBQKbJystV5UOQI86bWwI3POjk/rlCbS5ahY7UAm7htGzwUd0m7UIhdinV7VmHdxklA7bg0KhYJuc9oy7/xEXLKL2aqBOkgZvW0gw9f3kbrh5i3hw8yTY6navpywBqB2jyrMOD4G91xywWmfxZ0YtaW/1DHq6esx4/gYmo9sIDWWczZHVtyfTUDZvFK6cs1KsPjGdOEOWBp6LujAoNVi7cbTs/DqVGp1E2vuocHSzoJdYavxDhRr1KGhaM1AtoaK+/dqaDO+MRP3DpXWTTk0ghaj5H43Cxtz1r9eLP27Fa5egN+e/oKphdykuuXohkw5NFJKo1QqGbtjEB2nt5TS2WWx4ZdLkykv2DBDQ+7COVlxb3aaXZ4oQdXys/LRXCnnHICitQLZ8HqJ9OSsctuy/PpgrpQGoO2EJozfPVhaN2b7QDpM1d5w6s/89nQB5ZuLNVbR4OTpwM6vq6XveSXqBbHx3VIpDUC7Sc0Yt0v+O5l6eCTNR8htcrayt2TN84XkLyd3zRWpUZBVwfOkGvEAtBjZgOlHR0tplEolo7cOoOvs1lI6Rw975p2fSMVW4g5IoG7eM/34GCmNDh0/RfB8fMM5+i3rwuzT46jctgwjNvbNMPMafO0Znf0HkBCXyMJr02g2vB5Nh9bVmlU+tOokw2tMpmT9Iiy4MpXs/p50mtFKa8ZjQc9f2TF3PyM29qXzzNYYGOpTuU2ZDDUpKSkMqTKBsNAI5p6fSJ6i3mTxctLavCXicyRDKo8nf4V8jNrSHwMjA6Es6N2zD1ky8Dd6L+5MiXrqNtQige2OufsJvvaMcbsGS904lwz4DTdvF1qN1d64RUNyUjKrRm2kQb8aUpn8kOehnN95hbYTmgprgDSLr/ItxNqNa7i8/zoBZX2Fm6poCL76lDxFtDfMSU/E50hio+NwyiqX9UlMSMLAUF86C2NpayG9kUypVJI1jxsv77+R0uUvn5ekxGQpdw9Qd5y7euiWlH2Wlb26rbSslVi55iVw93Fl+2y5HfrtJzfn45vPnNwo5/TReUYrLu+/LmVLCFCvd3Uu7rkmvXnVv4wvDy8/kd8o62Ap7Q8Naou8zKyaJcQlYGgsvyKSkpICkteAsZk6exwbLeeh7OBmx6c3Yn7S6fHK58GLe3Ibbq0dLMmWz0N6U2OxOoWIi4qT1tXoXInL+65LbTq0drSiWscK7FpwQGqsiq1K4ZHHjc2SDWD6LO7M28fvpewXnbI60HdJZ3bMlzvG700yyu/y0iHOT/Ft/TZqE50DBpIQl0j7Sc0pWiuQvks7Z6h59zSEgeXHsqjPShoNrE3jwXUYtqEPnnkzbrhxef91OvsP4MPLj8y7OIkanSvSa0HHDDUqlYqVIzYwqs5UqrYrxy+Xp9BrYce0rPe3iPwSxaCK47hx9DbTj42my8zWdJnVJkMNwMPLTxhYbiy5i3ozbucg+i7tQrZ82huJbJ25h83TdjJ0XW8KVQmg54L2WjXJScmMbzQTPX09RmzsS3Z/T/IU1e6H/OHlR+Z0WULjQbXxL+MrnDk98tsp7p17RK+FHVEoFMJLfqtHb8KncA6CqhUQDhhjo+I48tspanWrLPR+DdcO3yYhPpEiNQtK6e5fDCa3wHf3Z0JffsJJckle40qhbyCXUbS0syDii3iDD1A36zA0NuSFpONGgYr+3Dv7UMoSzNLOgsLVC3BkjZynea3ulYkOi+aYoI+sUk+JgZEBbcY1Yc+iQ8INVoxNjchdOCcVW5Vmcb9VwhZ0Bob6lKxfBJ8i3iwbvFZIo8EzrwcFKvixfa68BZdfaV9un5K3nbR2tCIsNFxap0pWpbUilyEhLhFDI/ll/BRVivQEUrMSFSfh1w3g4G7PJ8GmIBoUCgWe+Tx4dvullM6vjC8J8YnS7h6lGxTlwu6rUp7iztkcKVQlgD2LxX3PAer3rUHE50iO/CZ2zWlKetpOaMrO+Qd4/+yDdhHqVZ4KLUpRoEI+ZnZYJDQR9C7ohaGxIUPX9ebt4/esHy/erEmHDvhJgmeAt4/f8zZd56YqbcvRfnLzDDUpKSlc2n+Dx9eeqevYLE0Zv3sw1o5WGeq+fgjj1+HriQ6LxtjUiEptylCtYwWtx3hh91UW9V2Jl19W9YW5trfWWsnE+EQmt5jHjWN3KVa7EOWblySwcoDWsZ7eesHAcmPIXdSbIjUK0nmG2BLXr8M3cHjVCcbvGUq1DhWElocjv0QxstYUchf1ZsrhkdTqVkVorJObznP0t9MMWdOL0dsGCNdAz+u2DJ/COem5oAOtxzYW0ry495oTG87RdnwTWo1pJJwl37PwENnyelCwop+wN3RCXAJX9t+geJ0gnLM5CpemPLgQjLWDJS7ZnaVqIz+8CMXZU87rOin14Shbv2xpZ07EZ/HMs1KpJFs+DxLiE3n7RKyzmoWNOfoG+hSs6Mc1CX9o3+I+lG1SnJjIOC7tvSak8QnKQUDZvNTuXoXtc/cJBw1dZram6dC6mNuYCbcCNzIxZMjaXnSb246Le68Jt652cLen4/SWdJjSnIO/Hk/r4CdCxValqdurKo+vPxNuPgTq38DW2RoPH1fhzpDpsba3JDwzmedkFQrJvSgAiXGJmc48K5SZC55lmt0A2LvaEioRPOvp6+Hk6YCZpSnPbokHzxa25gSUzcuDC8EkxIlNPN1zuWDjZE1Aubyc3ireObForUCqd6rI2ych3Dh2R0iTv1xeClcvQK1uldk8bZfwBLL3wo60ndAEPQN94c6j2QM8GbiyO11nt2HrrD3CXVgb9K/F7NPjyJbPg0nN5mbKZ/17kpKiQPUPv1JSdBsGZfhpgufkpGQW9VnFwPJjWTthK3fPPqR+3xrU61M9Q93nd19YNXIjG6bs4PmdVzh7OjJ2xyCtQUViXCJ7Fh9O8+PtPq8d3gW9MtQYGBlgYmGS5nmbPcCTNgKlBNnyeaQtFQL0WthRKLgqUa9w2uabghX9CKpWQKvGwc2OXIVypGV/mg8Xq5nLW8KH+Jh4rB0sKdWwqNYJCKg3tKSkpGDvaouju71wTbhHblfeBL+jZpdKFKzoJ6RxcLfnTfA7cuTPRouRDfDyzyqks3ez49XDt4zePpCyjYuLHZ+PKy8fvCGwcgCzTo0TeqibWppibmNGQlwC3ee1o3rnikJjBVYOIDoilpwFvOj5i/aVAlDXzWo2eZZrXlKoBMbAyIB2E5tim8UGI1NDAiv5C43VZnxjKrcpS8jzUPKXzye0JO/mnYVZp8fh7OnI15Aw4SY43ee2pcWohjy4EEyOAhlfixo883ow5dAILGzN+fI+THhSVapBEVqOakjw1Wd45hUrIcpdxJvidYLwCcrBu6chwptRcxfJSd2e1XDJ7kzoq4/Cm1ENDPXpv6IbFVuV4cGlx1pX1dJTvkVJhm/oS2JCEvoG+lKbBjtMbUGW7E6kpKRQuLr2e46Gsk2KY+dig4m5MXV7VxPe0F2uWQmMzY2xdrKiQb8aQhoTc2OqdiiPUqnAw8eVEnWDhHTFahcioFw+kpOSKVy9ADZO1lo1CoWCngs64J7LheTEJApUELtnVWlXlnYTm5GcrMLSzgJLOwsh3ZSDIyhcvQCvH73V+kzSUKCiH3PPTSA5WUVCXILwfoEBK7pRu3sV7p9/JFyH7+XvybhdgzEwMiDya5TQBlGlnpKSDYpQr3d1nlx/JrSSClC4WgEKVvLH0s6CxPgkofPYxNyYorUC8Q7Mzud3X8kp+B3q0JGenyZ4BnXG7+aJu6wetYm+pUZSz7YNz++8ynDDlypZxb3zj/h12Ho6+fenuWdXjq49Rcn6hTMc69XDt6wZu4X2efrQOWAA22bvpcPUlhmWESTGJ7Jz/gE6+fenZ5Gh7F9+lOqdKmjdEPXs9ksGlBtD90KDObHhLI7udkK1wmvHb6WDb1+Orz+LSqWi8/SWWjf+fHzzmSGVJ7B36RFUKhUl6xcReuge/PUEO385kFZLW61jea2arx/COL/7SlpnvDKCwemTmy/SMvZu3i5CGevP777g5fd7wCx6o3f0sMfDxxUTM2PsXG2FNAlxidTvWwMjE0Mc3OyENlvFRMTQakwjDI0NCaqaX7hboEduV8o2KU6uQjmEd7t/CQmj25y2AHSd3UaooUJifCJBVQvglNWB+n1qYCy4iTIxIYkiNQri4eNK+eYlhZpRJMQnkrtwTgDaTWxK5FexOkpzG3OsHSwpXL2AcLDnksMZPX09lEolfmV8hWo27VxssXNRnwuuOZ2F61jzlvRJ+9/GZkaEvhRrI567yO+lPFb2lsLNR+zd7NDTU2JgqE+xWoWI+iq+YhAbFYdf6TwYGOrTclRDqe6V2fJ6kLOAF5Val5Fy+LC0s6BK23Jky+dBYEV/VCqxxiUuOZwp1aAIfqXy4OXnKaSJjYqjdrcq2DhZ06BfTeFjjImIpcngOujp69F5ZmuhduApKSlk9/fEI7cbNTpXEp78hH+MoGyT4ujpKekys7XwXgNrRysc3e2p0bmS8HVgYGRAFi8nDI0MqNWtitB+AQMjAyztLDAxN6Z43SDhBkUeuV1RKtXnpWdeD+KitWfws+X1SAvoHdztef9UrGRDs48pIT6RVw/fCp3HxWoXSktOPbryhEv75Nq3/xtorOr+6ZcOcX6q4PnPxMXEc+PYHanltdBXn9iz6DDH158V1jy7/ZJfh61nUIWxJMaLLe88vPyE2Z2W0NSts3DdafC1Z0xqPpdWOXqgSlYJuXC8CX7H5BZz6ew/gJf331C9k/bykojPkcztspTuhYZw79xDoexzclIy6ydup0fQEJ7ceE71ThWFsoznd12hW+Bgnt58gXdBL1xzZtGqCXkeSu/iI9I2kolkn1XJKiY1m8vF1OX8HAFi9noHfz3Ojnn7AfWyqwghL0JZ1HdV2v/XE/x9l/Rfnfa/Iz6L1RUfXHGc6Aj1A+Evy/kKxd++Prz6RPDVpwDcO/uQuNiEb743/et+6vcd9jFC/T1+673pCH2pbrWcnKwSXmpNfw0t7LOSmAixwM3cWh0orJ+0Xbgtr2vqNXT5wA3mdhFzQvAOVGeiQl9/YkDZMbx7KlaO4ldSbQW5ecZuZndaIhwcaiYSm6bv+sN5pQ1Nxj42Oo5Rtafy6a34ZrW41M1wyUnJ/NJLzpVF0+UvPjZBanPW+d2/t2OXad98esvFtP99/Zh4mY+m/XtiQhLXjojpHlwMJiE1SDy5Ue4ZAfA1NFy4HXzo699LPFaP2STcblsTjJ7cdJ4bx8VKbgxTV1q/fghjdqfFQpr0k4BprX8R3hCcNdVqcf/yo/w6bL2QJk8x9QTy6c0X9C8zWqj7qIWtOT5FvAn7GMGg8mM5sUHs9yrXtAQJcQnM7ryEqa3mCwX3OnT8mZ86eP43kL3QYqPiuHr4lpQm9NUnlg9ZJ/zQBnVgNa7hzLTgUYQnN57Tp+RIzu+6LLwx79ntl/QsMoyDvx4X9sR+9zSEXsWGc3Dlcco0FivdiPgcycDyYzm/6wr5y4stgyYlJjGu4UyuHb4lZfW1uP9qrh25LRw8gzro1nzXojZfwdeecTR1w5pQ8KxQEBMVx6GVJwDUD69vBLF/5vQ2dcAhGjQAacHzsXVnSErMYNPNnwJ1gJObzvE6+L3QsWkyWJf3X+f01osZvvf3IRWYWZly+9R9Vo/eJKQBcM2ZheBrzxjfaJawo0SuQjkIfaUOnEU3Lekb6ONTJCe/Dl/PskFrhI/PwFCfnAWysXbCVpZLbhR0ymqPSqViasv5PL7+TEqrSTjsXnhIurX6w8vq4Pn0lgtS7gsfX38i+Jr6OC/tF8/2vXrwhud31cd445h4ffaF3VcAuH3qvnCCJT42gYeXHgPIJVhSW2zvX3ZUuK7+Y2rwHHztWZrzjwhx0fHERsWxZMBq7W9ORVOmOKP9ImGXFE3wvGbcFs7tvCw8lntuN85uv8TcrsuENXmK5uLBpccMKDdG2DEmsJI/bx+/p1fRYdw7/0hIY2VvibOXE72Lj2D/sqPCx/dvk5yi/C4vHeJ8t29rypQpKBQK+vTp872G/J8k9JXYUnF6Tmw8J2VPlpSYxJqxW4Q3kIC65GZm+0XcFMyUgPpBNrbBDN4+eS+8Yz4xPpHRdacRFhoh3NhClaxiYpPZfHz9WcrQf1bHxYR/ipBytPh1+AbiYxP+uClPS4Z3x/wDqFQqXtwVD3LObr8EwNUj4hO3B6k79w+tOiGs+fDyEyqV6q+b6jL4TInxicTFxDO/h3jG08TChPBPkUxqNkeoNCTtMJQKRtSYLDXptXGyYkA58cAZ1E0Wlg9ey4bJO4Q1oK4PXT9pO6tHiU8INDhmdWDF0HVSgY2GuOg4vn4Ik5qIaAhOzTzvXy4ffFzYfYVXD94IlRKl5/TWC7y8/4bP78Sz68HXnvHp7Rcu7RdPKIA62H5+55XUxs2nt16SnJTMXglHirDQcBITkqR/g7joeNaO3yK10mBgpM/eJYe5LDFpsc1iw/ldV1gzdouwxsbJmqc3XzCp+Vyp61SVpGJIpfFSkzFDYwN6FxsudZ2a25jRq+gw4Y2FOnR8i+/SnvvKlSssWbIEPz+xDKKOnwMZizENohkCDapkFatHbZKym4qPTWBs/ekYGBsKZ4Eiv0YxqvZUTC1MhCcSXz+EMa/bMqng+eObz2yfs4+IL1HC/rMhz0M5u/0Srx6+Ex7n7ZMQrh25JbWL/+2TEK4cuimVifz4+hPH15/l9SPBY1MoSEpMZu24rYS8/Kj+DgSWq80sTZjacp7Qcq4GYzNjxjeaJVS3mp7lQ9ZJe10/vfUyLSMrw+uHb9PKIGS5efyulMNGeuKi4lg2eK1UrbOGsI8RXN5/XdorGNRlXJnpaHh6y0UsbcU21KXnwp6rXJasab154i7xsXIez8/vvOLMtktSAW1KSgpntl6UCmgBgq8/Y/uc/VKaDy8/cmS1nL1j5NcopraaL1xOAqBUKhhTd5pwfTSoV5Xm91hOXIzcd35o1Ump94PatetnRIUC1T+c61Qh/jvrAEWKzJWRCaKioihQoAALFy5kwoQJBAQEMGfOHCFtREQEVlZWlKE2+gp5myIdOr4HSj3lt7MsfxMgm1qYEB+bINWYwtnTgZAXH6WOyz2Xi3hQm4prDmdhyzkNdllspIJaTZnLNz//P3tL0oF6YhEfEy8VGKXHJbuzVFlZejJzXmZWlxmNobEh1o6W0qt4ztkcpTPqNk7W0pM7E3NjaRs9pVIpXIP/v0hSSiIn2UV4eDiWlnJdOv9JNDHQvttemFnIefbLEh2ZTHW/Zz/cd/Cj8o+XbXTv3p3q1atToYL2jWzx8fFERET84aVDx4/OXwJnLXXJMZGx0h3dZANnIFMBimzgDEgFzqAOmjP8/IJ13ToyT1x0XKYDZyDTgTNk7rzMrC4zmoS4hEyVv8kGzoB04Azy/tOALnD+ydG5bfx4/KNlGxs3buT69etcuXJF6P2TJ09m7Nix/+Qh6dDxz6AL9P4Z0n+vuoy0Dh06dOj4AfjHMs+vX7+md+/erFu3DmNjMc/YoUOHEh4envZ6/Vq9YcMn1cpJFGMzY3ou6ICDm52UzjWHM63HNZbuylawoh/lm5eU0gBUbltW2OQ+PQ0H1MLaQW5ZxdDYkIYDagnZy6XHLosNFVqWktKA2mc5X8nc0rqgagWkXC9AvSRZtklx6c9mYm5MkRpyLbZB3WgmdxFv6Qxp9gBPsng5SY2lb6BHvpK5hZsaaLCwNcevlPz375rDWbgpSHp8gnJg52IjrQus7P+HBkEZkvpdm1qZUrCin3TbZQ8fVykXFg3+ZXyl7yWgbmIk+7sBlGlcTLhrpQYDQ32K1Cgo3HhEg4WtOXlL+EjrbJ2t8QnKIaUBcPZ0JLu/p7TO09cd1xzarTv/TO4i3kKNTtJjaGyIX6k8GJnItQO3dbb+g2e3KB653XDP5SKty1vCR/qzARSuXkCqwymon6mFqxeQvuZcc2YhVyH588S/jK+Uh7iGMo2LYWopV1OvVCqp1KaM9FjfE53bxo/HP/ZtXbt2jdDQUAoUKIC+vj76+vqcOnWKefPmoa+vT3LyX5dtjYyMsLS0/MMLYOrhkYzbORjPvB5kzeOmtfuZvastfqXysOLBHJqPqI+hsSG+xXJpfZC55HCmVrcqLLk5A79Sas9WN2/tN7VsflkZuKoHw9b3SetgJnIBB1XJz+yzE9Jaf4vcmMysTKncpizzLkzCw8dV6/s1uHlnofmI+gxf30fqwZy/fD4Gr+4pHUBX71SR0dsGCHePA/VNrN3EpgxY0U3qJm3jbE2/5V2p2bWS1DEGlM3LmB2DhPy001OvT3X6LesipQHou7gTNQQ7C2owMDJg1smx5JIMVPIWz8X0Y6OlNAC1e1Sly4xW0rqBK7tTsWVpKY2zpwOT9w8X7iamoVzTEozc3B8jUyOpjH/7yc3pOquN1FimFiYM39BH+tzKkT8bIzb1o4Bgh0wNxesEMWRtb9y8tfuhp6dE/SKM3NIfcxuxDooaAiv5M/ngCGRXbIvWCmTM9oFyIqB654r0mC/WKTM9Haa0oF5fse6C6Rm3azCFqgRIaZyy2jPz5FjpSXzhGgUZu0P+O2k2rB7tJjaT1o3Y2JfyzUtIaTx8XJmwZyjZ/MQ6sGqo3KYMQ9f2zrAh2d/RcWoLus5qLaUxszJl2Po+1OxWWUrnVzoPQ9f1pkD5jJuS/Zk24xtn6vvX8b/NPxY8ly9fnjt37nDz5s20V2BgIM2bN+fmzZvo6YkXvw+tOhFLewuW3JxOr4UdGbtzEIGVA775/jfB7+iSfyArh2+gQb+aLL83myZD6jJu12AMjb+dTbhy8Cbt8/ThyY3nzDw5lr5LO9N3SWdK1Mu4G+HWmXvoX2Y0PoVzsvT2TPKXy8v43YO1Zi7GN57F6lEb6bWwIwN/7Y53YHatwVV0eAx9Sowg5MVH5pybgH8ZX4rWDNS6g/3Z7ZcMrjie/BXyMWpLfwyMDIQyQEfXnmbliA0MWNEtLUsr0uJ4Ud9VvHv6gTHbB2JkYigUDKtUKqa2mk++0nmoJXHj/PzuC5um7qT12MbCLW4BLu69xuuHb2k4sJaYIDXzeXTtaTx93dNaYIty8+Q9Asr4Smlio+L4/P4rrjnlAvz42IS0Ll8yWNqZq51AJDAyMcQ1Zxae3RF39gAoVCU/EZ8jeSTpUlG1XTmObzj7++58gey/l19WitUuxLoJW6XGajK0LgAbp+wU1igUCnr+0oGbx++mWQaKoG+gT8epLTi86oSUTRpAjc4VOb3lgnDzHQ3ehXLw9MZzKVsxUGciM1N7Gx8bj6FkRletS8DYRC5bmlk091JZJ5IsmdgwCOAdmJ1HV+WugWz5PLBzseXygZtSugotS/H28fu0BlQiKJVK6vauzoEVx4Q6E2rwCcpB8TpB/Dp8g9QxthnfBFWyirXjxC3yTC1NGbSqByc2nOPsDnHrxqK1Amk6tB7ze8o1CvreqN02/vmXDnH+seDZwsKCvHnz/uFlZmaGnZ0defPKzQzvn39EnxIjmNRsLr7FcmFobMjYnYMybNKRnJTMjnn7aePdi/vnH1GkRkH8y/gycnO/DJtahIWGM6nZHEbUnExg5QD8SudhyJpeaV3AvsW9cw/pEjCAG0fvMO3oaPxK5aHvUu3Zyc3TdzO44jgKVQ1g6uGRdJ7ZWmtGOSosmmFVJ3J+5xUmHxxBx2kt6TCludaxHl15wsByY8ld1JvxuwYzbtdgodbX6ydtZ+cvBxixqR91elal9bjGWjWJ8YmMazAD2yw29FvWldo9qggtMT6/84rVozbScVpL3HO5ZDhJSs/m6buJDo+h9bjGGJsaYWGj3a85JSWFTVN3Uql1Geyy2Hy77ONPwdnTWy95fueVdKnOrZP3yJ4/m7RV19vH73HNIZeJ1NgIGkkuz1rYmhP5WS54zprHDT09Jc9vyzXbKFQ1P9eO3EalEq9lzh7giXdgdg6sOPbX//g3QbRmlaX58PrcO/9IuCObjZM1zp6O1O9TnZUjNwoHDVm8nKjUpgw5C3rxi+ADWaFQYGFrTo0uFbF1sZH2fPb0dcevVB4pj2ENuQKz8yi1G6UMxmZGaV0KZUiITZAuhwCIj4nHyFRelxkyGzw7e8oHz2ZWprjnciH4qlyTm6Cq+Ql99YlXD8S6/oH6PCvXrCRH152WGqtwjQI4Z3Nk5/wDQu/XZKfbTWzG1UM3uX36vpDOJbszOfJno2bXyizqt0pocmbrbI2XX1a6z2mLUk8pfM3V7lGFbPk8GLy6J9vm7OWcxCRXhw74yToM2jpb8/TWSxITkjA0MmD09oEUrl4gQ01CXAIm5sYkp2ZWitQoyKBVPbTW+H39EJ6WtTMyMWTsrsE4Z8u4BismMpYnN5+TEKcOXMo3L0mdnlW1fq5nt15yce81zKxMMTY1Yui63lozhkmJanP9909DcM/lQo3OlYRqjJ/eesH0tgsoWMkfRw974eWqJf1/4+qhm3Sf245qHcr/oXXrt/j09gvjGsygZIMidJzWkqrtywmNtXXmXh5decLEfcPov7yrUNY6IS6BpQPXUL1TRYat70NAObEJ2omN5/jy/ivNRtSn+7x2f/yPGWQ0j649TbmmJfAtlkuo5Tig9sVNScGvVG48couX3Lx9EoJrzizCGXyA+JjU4FkwUNH8XQsbucyzha052fyyEvElio9vPmsXoK6rtnOxIX+5vFw+IO5xW6dHVaq1L8+TG895fD2DJgfpfrfSjYrSZEgdStQvLJV1HrGpL70XdeT1o3cc+lWsaYxzNkdGbu5Hhykt2DpzN2+CxZwe3LyzMGhVD1qOasjm6buk3EsaD65Dza6VeH7nlZSHupW9JQZGBuQokC1TPtPGZsaZC57jEjE0lrcdjY+Nl54IZhYzK1MS4hKEPeL19PVQ6inVVnUvxINnW2drchZQ73l5fE0seDYwMiBbPg8CKwdw+aB4i/NitQsRVC0/TlkdOL5OrHOiQqGg88zW1O9Tg7PbLvLhpZjjT/VOFegyqzX5y+dj5QixrLNCoWDivqH0XdqFm8fvcnrLBSFd8bpBjNk+kEptyjC97QKhJitKpZLGg+ow99xEnt1+ybJBcp09/w1UKEn+h1//tI/0fxvf9ds6efKksMfz37Fj3n66FxpMbcuWdC80mIW9f6VQlfwZbiSJjYpjdN1p1LNtw9CqE9kweTuOHvZ0mtEyw7GCrz6lrU9vxjWcyYFfj5OcmMzEvUO1liwcWHGcqa1/4fSWC8TFxNN5RiutQW10RAxnt1/izLaLJCUmkSN/NtpObJqhBsDSzoJHV56SlKi+yfdZ0lnrZkcDIwPylcydtuRdvnlJoY0/PoVzpm2GMTQ2pEH/mlo1evp6VG5bFj19JYZGBlTrWEFoY1KeYt5Y2lmQxcsJe1dbchfRvmHU0NiQ3EVykpyUTNFagcKbFYvUKMinN1+o1bUyJeqmludoKQPI4uWEmZUpts7WTD82WmgiodRTUr5FST6++UyP+e2p3b2K0PGVblQUUwsTvAt6MfXwSCF7sTxFvSnfTF0L2XJ0Q/KW8NGq0dNXMmb7QJyyOuCa01m4xr3D5ObU61WNsNBwanevIhTcZ/FyYsmN6RibGmHvaoezp1hdfPMR9aneuSJfQr6KtYZXKMjq6077Sc1JiEskZ0GvDMu2NJhZmZK3hA+BlQOIi4oTrlvOXy4vOQt4Ye1giXM2J+xcxGpmcxfxpkiNgljaWeDo4SB0Pmlo0K8mtbpV4dPbLwRVyziRkB7XnM4suDIFEzNjXHI445lXvO68/eTm5CnqjamlCW3GNxHWVWxVmtyFvTG3MaP/iq7Cmykb9KuBs6cjLtmdhPcamFmZ0m1uWwyM9Ams5E+VdmIT9zo9q1K+eSkS45NoPbax0N4VhULBrJNjccvlgl0WW4rXCRIaq2a3ynSf147wTxGUa15C6NxUKhXMOjUudZOnQvg+F1AuL6O3DeTz+68EVvYX2lxtm8WGBn1r4F/Gl8SEJOGNfznye1G/Tw3CP0VQoKKf0D3fyy8rbt4ueBf0wsBQX+tKr4aS9YqQxcuJ+NgEitcJynBVWUNgZX8c3OwwMTfGzTsLfqXzCI2lQ0d6fsqpRmJCEsHXnrFv6VF+6blCyJs2JjKWq4du8uvwDfQtNZJfh23QeqFFh8dwZttFZnVYRFP3zkxoMht3LSUVcdFxnN5ygfGNZ9HQsT2Tm8+lZIMiGS7Vq5JVXD5wg3ENZ9LEtTOL+68msFIABSpk/NB+eusF09r8Qots3dkweTvWjlY0G14vQ01ifCIrhq6jVfYebJ+7j4T4RLrM1L6h48HFYNr69Gbr7L0kJyVTo0slrOwzdvxITkpmbtdlrBm7haTEJJyyOhAosHnn7tmHbJmxOy2DX7JBUa2ahLgEzmy7RHzqpEAkYAR1uY1NarBi62yNqUBJRcjzUHLk9wTULgciZRiqZBWWNuY4ezri6G4vnLX7GhJG6YZF1WUlSrGs87PbL6nRRb3BrVLrMjzJKEubSlJiMlZ2Ftg6W1O2cXE+C3ZK+/ohDC+/rHj4uGJlbyEU3Ccnq9LOnUKVA/jwUrunrlKpwNLOHD09JTkLePH01guh48uaxw1QTxpf3n+Tdk5lRO4i3mkP/E9vvwi3lPcvo17tSExI4uyOS8KtpDWTQ5VKxf3zj/gSEiak09PXS3Pd8fLz4KlEy+Gw0AiypQbMFVuW5o2EH3Lkl0j8SuXByy+r1AaykOehlGtWAgsbc7LmcRcuhYmOiCWwcgAeud2E98pEh8fgUygHZpamlG1aQriz3NvH7ylWuxBmVqb4FvchJkJ76UZSYhIWtuZY2JhTqU0Z4XbRYaHhePq6Y2VviWdeD6FzMzlJhbm1GfoG+hSvE8SrB2+FxjKzMMXAUB+7LDYkxicK1binn9Q6uNnxTPCay1lAvRdE30Cf60fvCHlMp18pvHnyLg8uPdaqsbSzSAt8H156zNpxW4T88zUTqY9vPjOx6RxuHLujVaPj21y5coVq1aphbW2NmZkZRYoUYfPmzcJ6T09PFApFhq8zZ878g58gc/yUwfN/goQ4uQ5voK7HldloERcTz+mtF1nYe6Vw/Vz4pwi2zd5LJ//+wsu+n9994dfhG2ju0YXQV5+EgrmvH8JY1HcVbXL25PndVxSrXUirJiYihiX9V9M5YAAPLz6mXp/qWjXJScmsHb+VXkWH8/L+G2G3icOrT9K35EhCX3+iRF2xTM6Di8H0LzOaLyFhZA/wFMoahX2KZGjViWnNCkTcVVJSUpjWZkFaK17RGuYtM/ekPcRFg+fbpx+knXOvg8UCgLjoeC6ltiR+cDFYuO3t/dRxQl6EcvPEPSGNplQjKiyabXP2CWk0D+6EuARmdV4iFHBb2JqjVCpJTkpmQpPZfH4nVtqQNbc6eJ7deQnndl4R2lzoWzwXoD4HJzWfm7ayo42AcnmJiYxleLWJwsvOALkLe5OcrGJ6mwUc/PW4sM7GyQqAhPhExtafIVXukb45x8oRG4Q/I8Ctk7/XsB5fL1YCAOpJsWZCIROwnN1+Ke34bpwQ113cew2AiC9RwiUt984HpwV7R9eIt7N+eV9de3z96G2e3RbbOPv1Qzigfk6sHSu2OS79M2txv9WEfxJrJGZqqc7yH19/lgMrxM4xp9Tg+fWjd4ytP0OojMXY1Ai3XC7ERMYytOpEggXr6QPK5kWlUjG361LWCH4XxWoXQk9fjx3z9jO40njCPmr/LqwdLClaK5DTWy7Q2X8At06K3ef+bX5Uq7oTJ05QvHhxzp49S6NGjejSpQshISE0btyYmTNnCv2NPn36MHr06L+8unfvDoCNjQ2FCmmPT743/7PB88+AbJeruJh4Diw/JrXR5eObz8ztuoxrh28Ja17ef8OgiuO4c/q+cA3u4+vP6BY4mNeP3gl75gZfe0b3wMGEvvwk7If9/M4r+pUaycfXn/EtloHnarog6v2zDwyvMZmYyFhhv9XwT5FMaj6X5GSV8PJzYkISv/T+FVCvUIiyafouAN4KTqYATm4+DyAcBANpQfrh1aeEu899fK0OnrfN3it83mmC5zXjtgpnBK1SM6zLBq/l9ukHQhpDYwOcvZxYOmgNh1b+qW45A49u36K52LP4MDPaLRR2oXDP5YJSqaB/mdHCmxJBXTvs7uPC5OZzObpWbiOXbRa1r/b87suFMnXpiY2KIy4mnuBrzzi1WTzQB/W1HB0Rw9snIVL10ikpKZzeehFQB5miRH6J4voR9ftvSZzPF/ZcBeDKgRvCv2NMRAzPbr0kLiaeM9suCo/1MnXj3rbZe4U1YanB8465+4QnPikpKSQnq7h2+JbU+WJmZcrbx++Z23WpsMbZ05HwTxGMqDGZyK9i+yCy+WUlPjaB4dUnCSea9PT1yBWUg/ENZ7J3yRHh4wuqmp+preezsM9K4URY8bpBzO60hPGNZwl/Jh1/T1JSEh07dkSpVHL69GmWLl3KzJkzuXXrFt7e3gwbNoyXL7VPJPv06cOYMWP+8sqWTb2C0aJFC+FeId8TXfCsA/jdnUGGq4dvSbX4TYhLYNmgNVIZsrCPEQyqOE5qc9LbJyH0LTkyLeD6A98ImB5ff87YBjOkfKnvnHnAb2M2S7lnXD10i7M7L0t9nvO7rvLq4Vve/DnQVCi/+bp84CYxkbHcOHEvw/elf92/qA6EDv92WkwDhL7+RMSXKLbP2y/8eVTJKp7efMGWmXuENdYOlpzcfF44uw3qVYQtM3ZrHyfdOaHUU3L33EPmdVsmdW47ZXWgT4mRPJEonQDI7p+Vyc3ncip1siODrbM1uxYclMpWpycsNJzlQ9ZKt+lWJau4c/oBJzedkx7z1ObzxMcmcP+C+AoewIlN53gT/E54UyqoJ9IfXn7k4t6rUmPdOfuAczsuS1nxvbr/hlcP3nDl4E1hzdcPYUR8iWLTtF1SxxcTEcMciSAY1GVLE5rMlrKas3OxYXTd6VKt2D18XBhZc4p6c7QgrjmcGd9wppTFnEKh4LexWzi6Rm7CeXTNaQ6vPiml+RFQpW7o+6dfMhw/fpynT5/SrFkzAgIC0v7dysqKYcOGkZCQwOrVqzP9mVesUDuntG8v7wv/PfhH23Pr0PF3yHrKJicl8+qhWG2fho9vPv/xxiqQIb9+9A4v7sr5626csgN/Se/mxf1Wk6tQdrE3K5SkAFtm7uXN45C0oFUbCXGJHN9wjocSGckvIWEcWHFceFc9CiUf33xl66y9xETG//HYUr79GyfGJzKr02KpsqmIL1HM7LBI+P2gPgdWDFsvLlAoSEmB38aI1+tpuCqxcpOeB5ceS18PGkKeh7Ko76pMaUHtGJPZes9bJ+9KBYoa7l8I5viGsyTGJ0rpzu+6muZMIcPZHZe4ekjut7l79iExEeJBJsCLe6/ZNmef1ETk64dwNkzaJm2J9+vwDdKWeGvHb5Ge2G2bvU8qcAY4uem8dCLm1cO3IHl/T0lJ4cVdOWtMyFySSMffc/LkSQAqVfprA6nKldV9Gk6dEi99Ss/58+d58OABgYGB+Ptn3BTv30KRIpt2+I5ERERgZWVFGWqjr5C3N9KhQ6YD3fdEqaf8+6DpG8GxgaE+KBRSQYe1g6VQHWB6LO0spBttGJsaidVVpwbUCoVCOtv5r/AzHOP/AwMjA+kgVoOVvaVwve2fycx5mVldZjQWNuZER8RITWoMDPVRKJVCm/7+oMvEb/DTXD8/EUkpiZxkF+Hh4WmdjX8ENDHQmhv5MLUQbyyXGWIik2mZ/47wd9CwYUO2bt3K1atXKViw4F/+u4WFBTY2Nrx6JT/Jad++Pb/++iuLFy+mc+fO0vrvgS7zrOO/lx80cIbU7LtgFhkQ9pxNT2YCFNnAGRDekKj5vCmg/m0yyE7/ECgU/9UBdGYDZyDTgTNk7rzMrC4zmszUwmbm+oTM/Qa6wFnHP0lExB+vGSMjI4yM/uqxHh6urtm3srL6279jaWmZ9h4ZoqKi2Lx5M6ampjRtqt2y999CV/Os47+THzVw/lPN8P80f1ND/cMh4M6hQ4cOHf8k/3SDFM0LwN3dHSsrq7TX5MmTv+tn3bRpE1FRUTRs2PCHWgX4Mz/oE+uPNBpUK63dsom5sdbuezZO1iy4MpUyjYuluUGImKfnLeHD1MMj8fLLKnV8NTpXpPfiTlobqPyZLrNaU6dnVWHHClAv94/Y2Be/UnLG7tYOloza0h+71B36ouTIn41eCzsKmeqnp1TDotTqVllKo1AoaDasnrBBvgYTc2M6TW+pPkckgh1nTwdajmooNRaorcxEm4gAacFh2SYlMnYA+RuMTAyp3b2yVOMMUHe7q91d7vsHyFfSh2K1AqV1FZqXFHZESU+TwbWxc0k9JwUDaQc3OxoNqKW1IdCfyV8ur9zvlkr1ThXUfrKSQXSrMY2ErA/To6evR7tJzbB2/PtszrcwtTCh2bB6QvaM6XFws6N29ypa76l/xsPHlWodK0hpAHIXzkmphtp92/9M0ZqB0nsLAKp2KI+HFm/+P2NqaUrdXtXSnjmieOR2y9R3EljJX6rBjYaq7cuRPcBTSqNQKGg+or70c8Auiw3NhtcTauSSHv8yvlRuW1ZKA+pnakBZsS6x6ekwtYVwx1cN5tZmdJ2tvdfB/wqvX78mPDw87TV06NC/fZ8m4/yt7LKm5EQWzUbBDh06SGu/Jz9F8FytYwXWvVxE55mt8Smck4n7hmX4kEhJSeHx9WcM/q0nS27OoETdIMo2LU7FVqUzHCcqLAY9fT0WXZ9Gv+VdsXW2pk7PqmmNCL5F6OvPBFXJz68P5lC+eUkAoS5Tn999peO0lkw9MgpHD3v0DfQz7JYIauP5xPgkph0bTePBdVAoFEIPTH1DfVxyODPv4qS0yYFI0G5obEC5piUYsbEv+gbiD1hrB0u6z2tHmcbFhDUpKSl4+WVl5Jb+UsFDSgqUqFeErnPaCGtA/ZBsMbK+WLe6dOQKzEHXma21txn+UyBYoWUpqks+XJOTkukyo6X0hMLDx4Uec9sKN1bRUKZRMap3LC+lAWg3sQl5ispNDHIWyEb7iU3/3uovgyC6eqcK1O5eRWrDoUKhoPOMVhSsKLf5xDmbI91mt8EjtdmKaABdvE4QzUfUx8JGbkJdrWN56vaqJjTZT0/pRkVpPLgOKknvet/iuegwtQXJSXIlND6Fc9JOoAvqnylUNT+NBtSS1lXtUJ6yTUtI6zpMbo636ObcVBw97Ok2py0mFnL2WAUr+dFkSF0pDUCdntUoVb+IlMbQ2JCus9tKJ3oCyuWlzbgmGJrIBcEN+tekSrvyUtecUk9Jj/ntKVBerEOnhqx53Og6py1ugrahGur2rka93tUxsxSzDgX1ZHXEpn4ElM0nNdb3RpWi/C4vUJdbpH/9XckGQM6c6mfS48d/3ZQeEhJCVFRU2ntEuX//PhcuXMDHx4cSJeSv9+/JTxE8d8w3gKUDf6NYrUCmHRlF/vL5mHVq7Ddnz2Gh4czpvIS2Pr15fO0ZIzb3p/vcdgxa1SPDJh0v7r5iQLkxjK0/A7+SuVkVPJ/6fWsw5fDIDLMQl/dfp71vX46tO8PAld2ZdmQUfZd21toSdsuM3XQvNAQLGzOW3p5J02F1GbtzcIa+wQlxCUxtPZ953ZbRanRDxu4cRPVOFbRmPD69/ULfkiN5duslc85OIKhaAVqMaoCxWcYPiPsXghlUYSz+ZXwZs30ghsaGFBXITO5eeIj1E7czaHVPClb0w8reUqgb2cwOi4iJiGXExr4o9ZRCGbG4mHhmd1pMxZalKVxdPIPz7PZLjm84R/tJzaSCzMOrT2JoYkjpRn8zMcgge3r5wA0KVQmQWmlISkzm9aP3ZPV1E9YAaTZb2n7fP2NpZ0HEF7maT2sHSxzc7Hhy84WUrlitQF4/esfrjLrb/en7NDDUp1qH8uxZfFhqQ1ephkXw9HVnzVg5J41us9vw8v4b9i89mu6YMl7dMDE3ptvctuxbelTKf9nUwoSWoxuxbfZe4e6EGiq1LsvprRfE689T8cjtxptH74S6wKVHoVRkyiUkJjIWE0Ff9PTERcdjbPr3D/GMUCgVqUX24ljaqu/1kZLXgZu3i5QXO6gndXmKeXPvvLi1G0D+8nkxNDZIawQjSvWOFbh25LZwF0RQ3xOqd67I5mk7pYLnah0rkMXLieVD1wlrlEol/Zd35cGFYPYJeD5r7qXegdnpOLUlywatIfjaM606TcKp6+w2+ATlYHzjWcLHqENN6dLqZOThw4f/8t8OHTr0h/eI8qPb06XnpwieE+MS2LvkCKNqTyUqLBqA7P6ezD0/McMluZDnoUxvt4BZHRallVT0XtSJ+n1rZDje+V1X6JC3H1cO3sTZ05Hs/p5MOTQiwwxvXHQcSwb8RvdCQ/DI7YqVvSV9FnfSmtV8cfcVPYsMY8e8/bQa3YisedwYtLqH1gBr/7Kj9C4+gqx53Og0rSXd5rRNa0X8LWKj4hhdZxoHfz3OuF2Dadi/Fm0nNMlQA+pmJQPKjcE70IvZZ8YzaFUPLO0stOpWj97EoZXHGb1tIJ1ntEprGa3tGMfUm06OAtnoOLUFfRZ3zrhkJPV7unH8LnuXHqHPok44Z3MkqJpYNnn1qI24+7hSrnlJXLI7CWmiwqI5sfEcNVM/j56+nlC5waX9N7B2sBS3qUvl5f03eGr5bf9MTKQ6eJZpnwxgaWdO5Ge5oEHTqvzZLbHOahqK1ijIBYmHv56BASXqFcHM2owDK44JaRzc7FDqKWk9pjEHV57g3VOxoMG3WC6CquWnaM1A5vdcgUr1NxHYn65RfQN9/Mv40mpsYwwM9VkhGDQolUpcczjTaFBtADZL+v665sxC3hI+HF51UkoH6g6Mmu54MiiVir//TrQQExEr3FQoPXEx8RibZSJ4zoQzhaWdOYkJSVI+zwBuObP81YtdCx65XbGwMefeObEOiBqK1wni9ukHwgG+UqnE2sGSYnWC2L/8qHYB6syxqaUp9fpUJzoshkOC55eXX1bMrExpPbYxW2bu5uNrsWZfZRoXo27vamTzy8qsjouFfrfC1QtQtFYgIzb25fL+6+wQ9Jsf8ltPGg+uQ40ulZjYdLZUe/p/g+9Z8yxK+fLl8fLyYv369dy8eTPt38PDw5k0aRKGhoa0atUq7d/fv3/Pw4cPv1nmkZiYyJo1azAwMPiD7kflpwieNaSoUpjbdSmrRm3k6JrTfHn/lXG7BuNb3OebGk1L321z9nLj+F0iPkfSZWZrmo+on+FYVvYWhH+K4OmtFyQnq/AOzM6kfUO1ZvLs3WzTAhc9fT1GbO6ntRZUpVL9oUyheJ0gWoxqkKEGIDYyltjUsYxMDBm+oa/WmjSVSsXdcw+JDo/BxNyYOj2rkruI9uX2kOehHFx5Au+CXphbm9FytFit8MoRG/n45jMVW5WmQb+aQjVzb4LfMb/7chr0q0mlNmW+PQH5U/CybNBaVMkqFlyaTKVWZYSOL+TFR/YsOkTbcU2YtH+4cHZr98JD5C6ck+YjGlC+uVgdbcjzUF49eEuRGgWokFreI8LL+6/x9HXHwc1OOICI02SezY21l5cA+gZ6GBobYGlrTsQXcceN7AGeZA/w5O3j98INGALK+lKwoh/ZAzw5v1u8gcXQNT2o3aMKp7dcJPxztJCmavtyTNgzBCdPB9ZN2Cak0dPXY+yOgfT6pQOHVp3gwcUMssfpzsE8Rb0ZsqYXdXtVY1G/1cL+vVl93Ri5pT/1+9ZgzdjNUo0s2k5oSp2eVXn3NIQ7Z8Q6L4J6RcIuiw0eedx49UAueFbqKVEolaSkBs9KpfhjJDYyFlNLExQKhVT9bFx0HMZmxsJ17poJt0KhDvJFj9HUwgQLOwuprLOZlSkWNua45XKRCsL8SuchbwkfIr5EZbz6kg7nbI4Url6AIjUDOb9LvKlI24lNaTykLlFh0ZzfeUVIk8XLiaFre1G7exW2zNwt7AzSaGBtph8bTXJiEpumik0E3bxd6Le8K23GN2HVyI3C/tIVWpRi9NYB6BvqM7O9mA98tnweFK0VSIfJzdk+Z2+m/Mp1gL6+PsuXL0elUlGqVCk6depE//798ff3Jzg4mEmTJuHp6Zn2/qFDh5I7d2527Njxt39v9+7dfPz4kZo1a+Lo6PidPkXm+amC51cP33Jy03nWTdjG1Nbz6VVsOG1y9eJpBsvFKpWKY+vOsLjfagZVGEt9h3Y0de/M4+vPM9w08fn9V+Z1W0aX/AOpa9OaQRXGcuXQTWp2rZRhVvjSvuu0y92bZlm7MqP9Qi7uvsqAld1xzvbtk0GVrGJul6W0ydWL5UPW8uDSY1qMbECx2hn3c3/7JISxDWawZtwWQl6Eki2fB51ntMxQA3D71H12zNvH1w9hactk2sojkpNUfP0QxtcPYQDU7FJJaCOOb7FcGKXW19k6W1OlnfbNI9YOltTuUTXt/1dt/6ca3G8sm9fqVhkrB0ss7SwIrOyPvoH2utHsAZ7kLe6Do4c9rjmchTbgGJsaUb1TReJjE2gzthGOHmLtxhsNqElysoomg2pTuW0ZIU3phkXxCcqBu48LC69MJulPllgKpeIvr1yFstNpWnMABq/qhn8Z3799X/qXSpXCvHPjyeLlRP5y+ajfp1qG79fQZFBtGvWvSUoKtJ8kVgNr72rLpH1DUKlUlG9aAit77asYphYmlG5YFN+i3jhmtSewkp/QBsMc+bNRqHIA8THx1O9bQ6g8xzvQCyt7S5yyOpC3uA+5i2ip20s9HwtU9MPe1RY9PSXVOpTHyl5sp7hP4Zxk9/fE2NSIEnULY+9qK6QDKFDBjzo9qpIYn0Td3tWEdcmJSSy6Pg037yzkKZrr70uQvkHDAbWo0rYsJhbGTDk4AgMjsb0QFVqUonKbsphamDD3/ERMBWuK201qRp4i3nj6ujFhzxAhjZmlKdOOjsbA2IAanStSvbPYXoNGg2pTt2c19PSVDFvfRyhYVygULLk1A0d3ewpW9Bfa7wJQoWVpOs9oTWxkLO2nNBcq5zI2NWLcrsHYOFqRr0Ru4cYxuQKz06BvDeKi4mg4oKaQxiO3K0VqFMTc2oyCFf0zfIalx7d4LnIW8ELPQJ/aPaoIaYrUKICJmTHGpkZUal1GqNOrmZUpRWsFoqevh4ObHXV6VdWqAajT8/f3BVYOwCO33Krev4EKSE5R/KOvzBiHli1blrNnz1K8eHE2bdrEokWLcHJyYuPGjfTv31/qb/0sGwU1/FTB87eIi5ZbXvv09guX918XbhMdGxXHjeN3WTdhG1tm7BZaTvr4+hOHVp5gUvO5dPYfkJYhzoi3j9+zadouehUdRgvPbphbm2m9eb9/9oHfxmymVfYeDCw/FhNzEwpUyHiDRlhoOGvHbaW5Zzemt11AUmISTYfVy1CTEJfAjrn7aZW9B8sGryE6PIaO07QH6hf2XKV9nj6snbCVhPhEGg2srXUzVNjHCPqVGsX6SdtRqVQUrl7g94lOBg+YjVN3sn7SdkD98PQrrd2R5OnNF+xPVwLgHZhBSUVqoBYXm8jFfdfTggbRnetXD9/CPVcW9PT10rJ22rh58h5+pfKoN4rGJZKcrPrbIDY9j68/x8vPU/15Cnpx77z2JeGUlBTCQiMwszLFr1Rubp68l+H7NeN/ef8VSzsL3Lyz8OzOK63HBupMpeYVFRZN+CftmW5719+/47ioOK4f/VNnvG8E0tn9PQGI+BzFlhm7hUoN/EurXR2SEpNYPWZzxpnndGiuu7dPQpjdaYmwF7JmM2hcTDwbp+zg01vxemeL1Ppca0dLzm67JKxLTEgiMT4JfQN9/Ern4frR28La26fuk7uIN2aWpsTFxAt3bbt6+BYB5dQOCqYWJsIezA8uBpOrUA7sXGwJeSHWWS/yaxR6+koMjQzwK5WHG8fuCumCrz4lWz4PrOwtiY6IEcq2RoVFp63u5CuVW7hrY9TXKEzMjXHK6sDz2y+FnitKPWVaFt3YzIjH17XX9wJpK5tm1mac2CjWVj19cuTczstCXQ3tXGxx9lQH2ffOPWT77L1CYxWurm6y8fZJCBMazxLqclqyfhEMjQ2JjohhQpPZrBm7RavGwtac8s1LkZyUzNoJW+keOFh65UXHHwkKCuLAgQOEh4cTExPDpUuXaNy48V/et2rVKlJSUmjTps3f/p39+/eTkpJC1apik6B/m/+K4PlHJyUlRbqpwMc3nzm8+qTwUllKSgo3T9xlWptfuHlc7EGRGJ/I4dUn6ZJ/INeO3BZy04iLiWfz9N209OrOw8uPMw42U4mPTWD1qE10ytePl/deU6GF9pKFpMQkVo7YQP8yo/n45rPa7kggM7N+0nbGNpxJXEw8RWqIWa7tW3qUOV2XAt8Inv8mKLu07zorR24C+N1qTQvPbr9i47TdAH+7QevvMrwRnyPZtUi9+SJEsG12SkoKJzefB9T16qK1mw8uq4PEx9ef8ey2WFcozQT02Z1XnNp8Qevn0fw7wPO7r1kzbqvQOHap2dhXD98ysfm8jIPg1N/LwtYcRw973j8PZWCFscKT5YCyvsRGxzGy1lThQMPc2gzvwOw8vPyEPiVGSLU19gnKSWxUHMOrTeKG4LWrwcLGDJVKxZQW8/j45rOUVhMM7V50SKpM4dHlJ2n3swu7xUoAQD1pv3ZEHaTfOXNfWHf14M20xiU3T2Q8qUvPpX3qevrXj97xRnAjX/qJ0qFfjwuP9fax+vfevfCQcNlN1Fd16dGDS485vv6skEZTjhL5NYpZnZYIH5+1oyUqlYrJzecKt/b28FFnZFeO2MD+ZWJ10horzuPrzzK+0Syh5jFmVqbkK5mbWyfv0bPIUOESlgotShF87RndCg7mVOr9ThvVOpTnzaN3dA8awupRmzLd3OZ7o0L5XV46xNF9W/+FyO6cB3WWIClR/EYSExnLugnbCL76VFjz9kkIw2tM5tEVcc3dsw/pnH8gegb6wi4VZ7dfom+pUWT3F7dx0gTQf6hP11ISsHHqLk5sPCflmbp+4nZePXhLiirlm6UQf2bb7H3ERccJZWM0HE8N+m6dFg9SNIHDodWnhDWagHTV6M1CmTOFUoFSqSA5KZkZHRYLP7zsXWyJ/BrFqDrTiYkQC05y5Pci9PVnBlUcz8fXYoGlvoEe7rlcGVxxPFcP3xLSgNoC7PKBGwwsP1adURX0GzcxN8bB3Y6hVSdyW+K3AnW5gLmNGesmbJM6Vg3vn30gPjaBrTP3SOlUKhVXDt4kOVnFxb3XpbTH1p0G4PZp8frsxIQkzu5Q1/feOiE+ubi0T31sF/aI19V//RDG++ehvLz/hoeXnwjr3j5+T3xsAjvm7hPWaDa/L+q7SnhToyZ4Xth7pbAji1KpxNLeklUjN3L10E3h43P3cWHHvP1pq3ki+Bb34cCKY0xtNV/YmSOwcgCHfzvFkMoThCdxDu72PL31gj7Fh0tNVD+//0r3oCEZlnrq0CGCrj23ju/Oi3uvxd+sUBATEcuacdqX5NLz5MZzJjadg7GZEXHRYvZd+5YeRaVKwdTSTDh7NLPjEoZv6C30XoVSQVJSMrM6L6GphB9s+KdI9iw+QoJEK98Xd1/z/O4rbp8SD1IeXHpCfGyCcLYV1F7lDy49lrLMUiiVbJq+m8fXn/1l0vCtchYbJysmNJ3L2yfiD0prRysGVRxPyIuPv0+CtLQEt3e1ZWi1ibx68FZ4HIDPb78wpt70v9q3aQLobwRHrjmzMKzaJB5cDJYaD8DU0oQbx+6yVjB7/2dCXoSyf9lRwkLlW+hePnADRw976RW187uuEhsdxx3JicKJDWfxLZaLLyFhwpqX99/w/nmoVHYc4MGFYB7fECuH0PD2yXsO/npcqh145Ndojq8/K/Xb6+kpObfzMkfXnhbWWNiac2HXFTZM/vuNWt/i8fVnLOq7Sk5z7RnH1p2Rcjh5duuFcOZYQ9iHMOljAzi6Rvx7+5FITlGSnPLP5jr/6b//34YueNbx4/L/bIss86BVj6fkwIoTUpL42ATmdl2u5c/+8XPcv/iYnQsOSo2zZfY+AsoKdlhLDRSPrjvLvQuPhVtfR4XHsmn6HiLDYv+q+UbQ+fn917TyFVFePnjzzYd/+u8qfSB9dO0Z6d/z5Kbzf32IawmiQ16IZ/fTo9XP+RtB9JMbzzM1nvpPKpjSYm6mVppAXQJzX6Ae/u+4eugm1o7yrXPjouPYOnOPVF03wK0T9zixUay0IT1HfjvJ/QtyE5M7Z+5zTtCRQsPL+2+kA7PP775IeSCDOls9p8tSKY0qWcX0tgukNEqlkkV9V0vb/MkE9RpEyzTS87OUW+j470WRInt1fEc07R3LUBt9hVwrXh0/Mf/PoFl+vP/8jDujMozMotRTqjObgsdraGxAQpx4tjozmjQfXS0Z3f8vohssM/GH/5m/m+GYP8YtN+18yiRGJobCmwXTY2hsSEKcvC4z42VGk5nj09PXk2ogouPHIiklkZPsIjw8HEtL+UnhP4UmBpp3rQgm5v9srjM2KoleBS/+cN/Bj4ou86zjx+InD5z/iaBZc4wqFVLHKxs4Z0aTNvf+u+P6Dwammu/1Px5EC5Zz/GfHzLiU43vx/wmcgUwFzkCmAufMjpcZTWaOTxc469Dxv8V/bZFLRt0Av4VCochUC1gDIwOpRgEaZJoE/GE8gZbVf4c2i7hvkZnPBghv8EsnyNQ4mUKgI6Dcn8t405/kHxPyMP7h+Qc+g8gGy0z+4f/s3xMa8ztPFHXo0KFDx3+En+LJPH7PEMo2KY6BoT72rrYUqhKQ4ftdc2Zh8/tlDFjRDS8/teOCp687FjbmGepK1CvMb88W0HhwnbQWso4e9lqPr8XIBiy+MZ2gagXS/k0kCB+1pT9jtg8UMoTXYGRiyOKbM2g9trGQtZwGl+zOrAqeR5EaBYU1AEFV87Pw6lSh7yE9TYbUYejaXuIBe2ogMXxDH6p3EmtooMHCxowZx0an/dbax1Kf9tn9szJx7xChDnzpKVW/MJ2mtUj9U+KBXPPh9SjT+BvNKL4RaBqbGtFvcUfcc2WROkavfB70W9xRSgNQplFR6vcRb7ahoc3YhgRVDfj2G/5mQqBvoMfw9b1x85b8bH4eDPmtB8ZmRlJBdNV2ZWk7/q/+o385xj/RfW5bIXvF9Cj1lIzbOQjf4rkyfuOfAmgTc2Mm7h2Kaw5nqfGsHSwZsbEvNk7WUjo3bxf6LesinTTIXTgnPea3l9IAFKtdiGbDM/aU/zvq9qpGhRZinTzT021uW/IU1d5BNT3Wjlb0X9FV+rvMVzI3XWe3kdLwf+yddXQbydLFfyPJzGzHjuM4icPMzMzMzMzJhpmZYcMb2DBvmJmZmeMkjtkxSt8fAkuyYJS3u2/3fb7n6FgedU33jEYzt6urbgF1ulelXq/qFtv1mt+RwlVNa/rrw8bOmvG7huKfzdLfXCbGbBts8XVSs3MlusxoY5ENQP/l3ajeoYJFNrYOtsw+Od7i7ztTrgBmnxxnkc3fDXXC4F/9Sod4/CvO1vdPEQxZ25st71fQdlxTJh8YQcsRxtUKQl9/ZW7XZWTOG8iK27OZeXwctbpWYcHFKWTIYvyhdPP4XfYs/INmQ+qx8fVS2o5rSuvRjWk/wcQDFzi06gQvbr9m0r7hzDk9gZwlQhiyppfZG9SW6bvxDfJm9cP5tBnTBBs7a3rN72jSJuFHIttm7aVhv1osuTadbIWCyZQrgMx5A03afX0fxuUDN5i07xe6z2mPzEpGplzmKys9v/WKxIQkFl+Zprkp2Tmarwx25/RDitYsyNjtg81X6dIiEI8uP6Pv4i6UbmC6uqI2YiLiSExIYszWgZpJj+F+dMlR2MdwchTLavJaMoTkpBQa9a+FfzbLCI5vkBe1u2hVSxThmY2PS6B0g6LkElFCXRsuXk7U6FgBKztrkAiiXwUq5CJf2ZzK/0VCEATq96yGq5cFcXKChIJV8lGmYTFiIsSVsVaj8YDaZAj20SzJi5nA2DvZmSbOemNTI3+F3DToU5OIL5apSjTqX5sClfIQJiYxTkvWrsnguoQUzUp4qGUKGGWblKBQ1XwW6TUDBOXJSJW25S0Ob/AJ8qJa+woW2YDSiVG+qfhqhmrkr5BbVNEjfVRtWx6/YB+LbLwDPanRsZLFfeWvkJsCFfNYbFetQ0WLx+ju60r9PjU00nViUal1WQpVzUekBaogoCwD7+bjQnycOOUiUE5Cus5sS6KF11aF5qWo1aWyxcm7Q9f0IiDET7SONYBXgAdTD40iWqW5nY50iMW/gjzP67aclgHd2Tx1F8VqFkIikdBpSivG7RhikCwlJyVzcvN5ehf7hQFlxxD9PYZ6vWuQMXsGFl2eSp4yOQz2ExsZx+apu2gd1IvNU3dRp3s1anWpQpsxTei3tKvR8IXPr78wo/0iehUeTnxsAgsvTqF0w2LMPjneJIF+cOExvYoOZ+XQDTQaUJs1jxbQsF8t2oxpYvJ8HFl7ii55BvL1XRiLLk+l94JOTNw73CR5SUpIYkm/NUxoPIsaHSsy79wkOk9rbbZ86vfPEQypOJ7bpx4w6+R4qrQpx+jfB5r1QDy6/JQhlcaTq1R2Ju0dToYsvoYftnqet10LDrJjzn5GbupP3rI5yVEsq9mSygqFgultF2FtZ83gVT0ApYyXbj9pv7uIr1Gs+mUTzYfWIzBHBpN9pO5G4PLBm7x7/IFmQ+qJslHjzPbL5C2bA/cM7haFCTy//YpshTKbbqRHgmNVFS0dXExMJgzA2dOJyLBog/vUvPQQEOKLg4u9RfrdAOUbl+De2UdEfI0WfT48/d2p2LwUO+an1dM1RaKbDa0LgsBWVZEasxAkWNna0H9pV05uOW+RjrJvkBftJzRjw7htFhEAN19Xmg6ux6bJO0RLJapRoXlpzu+6YpFWu3qsX958tVhVITkpBamV5WFg0eExOLo5WGwXH5vwUyF1P5MU6ertglwut1iGLyh3Rl7ft0CGE2V4YUiRLBYXxynfrBTR32PSVto0g4b9anFswxmNxrQY5C6VnRJ1CrN65GaL+uo+qx1R36JFS+TJrGR4ZfSk/7JubJ+znztmqpwCuPm4IggCLX5pQIl6RZjQeLYoVZ6cxbPh5ObItMOjCf8cwfR2i0SN8b+FFCR/yysd4vGvOVtRYdHcOf2AhB+JGpmaMo2Ks+jyVAJCjBOfBxcec+vkPQ1Hc/ZwYsaxsVRubXwZNj42nt0L/uD87tRyt3V7VGPEpv4mQyVe3HnNlBbzeHjpKTIrZYjJnFOmCbQ8Rc6+pUcYVG6sptRu+wnNqdOjmlEbUJYYH113GhsmbKNg5bz4BnkzbudQs/HQ53dfpUdBZbuSdYvQfXZ73cIgBpAYn8jUVvPZMnUXwzf0pVitQnSY3MKkDShLXw+uMI6gPBlZeGkKnaa20vVaG4n5XDViE6e3XmTinmH0W9KFsk1KmO0rKiyayS3mUap+UdqNa8qQ1b20+jF+mR9ee5on157Tb0kXStUrgldGD6NtNUlrCgVbZuyhattyeAW4i/NACxJunXpI9PdYyjYsZpHH6Pmt12QrqCLPIgltbKTSm+voYhlRcfFwMu+91Os7pEgWfsTEi5ackkgEZFZSStUrzBntktJmPPGe/u7U712db++/a4pmGII2gS5YKQ8+mbxoPKA2GyaIJ6UN+tSgxfD6uHo7s3zwelE2zh5OVGtfnv7LuvL20Qd2LfxDlJ1EKiFPmRy0Gd2EiC+RHFh+TJSd2tbT35185XJZpM+thk+Q90/J86UkpSD7CfIcEx5rNnzOEH7ExmMrYsVLHxKpxOJkPjcfF6LCYiwm3UF5Annz0DLynK9cTlAouH9OnB67+r5RoXlpzu28LPrYXL1dKFg5L5nzBLJH5HXpldETT393Ok1txZWDN3lw4bEou9rdqlCoSj6qtC3Hwt6rRFXJdfV2odPUlvyyoS+fXoayfszvovpqOqQuPed1oOPklizqvcq8ZCRK3esJe4cz+cAIZFZSRteZRoLIWgDpSIca/yq1jRe3X9MhpC+gLIfr5uOCq7cLPpk8+fDsk1HvyYHlRzmz7SK+Qd74BHnhk8mL7MWy8vH5Z6M/NoVcwY45+7n6x00y5QogMEcAgbkCGLGxH7M6LSU+1nDJYztHW/YuOcSjK0/JXiQrWQtlZs6p8QyuOJ4Pzz4ZPTbfzN6c3X6JfBVy45fZm76LOxMVFs3Z7ZeM2tja2+AV4EHktyhcPJ3JUyYH/Zd1Y3bnpUZtQLnk5+brCiiTD0f9PpCehYcTF2V8+VwikWDrYENKcgpSmZSG/WpxbsdlHpjRiVXI5bx+8F4Tm9fil4asHb3FZLKUIAic332FMo2Kk61QMC2HN0xT+tkQXt9/x/GN52g7tilyuRyvAA++fjBdklmhULCwzxqWXZ9O9qJZWNxvLUfWndYdjwFyemb7ZdqNbcrYbYP49DKUqW2MeC60iGBKcgoX9l6jcsvS5CyWlekdTH9Pajy7/Zp6PauRq1QI4aGRfDKzLGljZ02s6rt09nDEO8GDL29NV9iztrXCzdsFJ3dHIsOisbKxEvXQq9SiFDmLZeXZrVfIQZfIG1HGqN2tCp4Z3LBzsjOup6unguHm48LE3UPxDfJiw4TtZomN+jur070quUpk48ubbxxaLa7csm9mb3rMaYc8Rc6Kob8R/iValF3hqvnov7Qr1rbW9Cs9SjT5ypQrgNG/D8TF04mZHZaQbAHZ6zCxOU7ujoR/iRTlqdNGzhIh+GTy4svbr0gkEtF60Q4u9iQnJSvvCfY2yKxlojyZ1rbWRIfHYudoi7OHExKpRFSBFlsHW6Xn2cEWr4yefH33zayNvZOd0jsukyJPkePk5qgp8W0KQbkz4ubjQnhoBFKZFIVcYfa8+AX7YOdoi382X17dF1fWHqDRgNpkzJ6Bp9dfiJ7UFa6ajzxlcpKrZAirLdCIHrVlADZ21lw9dEv0JDd3qRA6TGqJf1ZfehQaKrqvliMa4ezpxNntl7h5/K4om7KNi9N0sHIlb1jViaJ0nK1srKjeoSLOHk48uvKMGyJXhxr0rYmbtwtu3i5smLCN5KR/vlKKXCEgV/y1CcZ/9f7/1/Cv8TzrIyYilndPPnLv3CNuHLtrdtkx+nsMz26+5PyuK+ycd4Cl/deanKXK5XI+vQzlysGbbJu1j9mdl9Kv5EgmNZ9LsokfdtincE5uPs/yQesZWG4M9V3a8Uv1yfgGmU4KvHzgBrM7L6Vdlt60ydyL2Z2WUrByXgJz+Bu1iY9LYEHPX2nm25UBZcewddZecpbIRpPBdU329ejKM9oE9WRcw5mc3XEZzwAPBv/aw6SNXC5n7ejfmd52IQ8uPEYikTB4dS+ziiHvn37i4MpjmqqCTQbVwdtMgqRCoSA+LlFTSCFLgSCK1Sxo0gaUsYpqL7pEIqFK2/Jmbewcbek9vwNSqZIIaCfgmAoD6DChGW4+LmQvkoWM2fVWPox4UCu3KkP+8rnIUSwrZRoaienW8+rmr5CLpgNqY2NnzZzjY0QRMhcvJ2YdHgXAhO2DyJTTfGx7YnwSc46PJkMWH2q0L0+D3qZXPjTH1LIMdbpVxieTF73mtjN5LGpi7ezuSMvh9UlKSGLAsi7Y2Jm4hlTn0S/Yl6wFgnB0daBer+oE5zMd469GzmJZ8fR3J0NWH9qMaSzKpnCVvEilEqysZbQYVl8Z0iNCNaRI9QKa30O3GW1xcBGn+JO9aBY8/NyQWcloN66pMoFYHQdtRpHDJ5M3dbpXQyqVMGB5N4sUbvou7kyhKvnIXyE3naa1Em1XqEo++i5RJqOufjRf9CpKoSp56Tm3PQBrHy9AKtKuw6TmlG1UnJAiwYzZNkjcIAWBNY/mY2Uto/uc9hSvXci8DVCrWxWaD2uAh58bU/8YKWpCIQgCS65NR2Ylo82YpqJjs4vVKEid7tXw8Hen+5z2omzsHG1pNVKZcNl+QnM8/d1F2WUpEETOEiFkLZjZ7KqmGlkLBeOf1Re5XE6v+R1N55Oo4J/ND59MXtg52FKqQVHKNja/aghQoVlpzfu6PaqJyqsp37Qkzh5OgHLVR0xSu52jLQ36KhOif8TEa17pSIel+NeS5/8mLIkrlKfIef3gHTeOiZuBA4S++cqxDWdY0GMlbx+bLxMsl8t5cOExq4ZvpHPugZzfdcWsvFxSYjIX915jUrM5NPfryvWjt8lWyHT4RkpyCqe3XmRA2TH0LjqcR5ef0nKk6WQ7hULBuZ2X6Z5/CFNazuPz6690md7a7DHdOnGP7gWGsGrEJn7ExtNKRFLfm4fv6VtyJHuXHAGgenvz5PlHTDwjak3jrCp8oGClPEikErMJaBsmbNdULgsIyaCMyzZDsE79foHvnyIApRdOEMyHX9w5+4gEle6sVCrhu4FEMkEQdF5f333XePSc3B14dOV5mjaGXq/uv8Paxgq/YB9Ob7tktj1AxNdIJBJl6MDBX0+YOduARMBaRZatba3YveiwqGQ1v8zemvdbZuzj5V3zHj5Pf3dNGM6+ZcfYMEFcifci1fID8Or+O/qVGcPbx1qeOiPfsSAIGrsz2y8xvPokTeiMOWQvkhVQxuBPaDqH0Dd6YRQmSLSNvfJcSq2kbJ66y6LY5TcP32NjZ02GLL4c1VttMYVrh2/jrlq5Cv8cQVSYOM/8tcO3cVKRndioH4R9Mr0qpMa5nVfwyeSFg7M9j0UsywPERcVpEse8Ajy4cvCmKLun117g6OqAs4cTlw+KKzn/9d03zQQiJSmZu2fElR5XJ9+5eDqzd9EhUTY2WnHfJzafE1Wp0d7JThMq8/DiEw6uEBcWpA4V+/QilKkt54vyjheqkheA2Kg4RtWexrmdl83aePi5kadsDlKSU1gxdAMTm84RRWjrdK8KwP7lR+lRcKjZVVBQrno5uztyZttFOuXsz445+/8VGt3yvyHeWZ5OBy1C+tn6H8TnV18sKtkbExHLodUneXbzpWibpzdeMqvjEnYZSNwyBLlczultl+iadxBXDt4U5TFJTkph68y9dM49kPAvkeQtm9O0gSAhMSGFxf3XMrbhLJzcHcldyrxKRVJCEpNbzGfn/IO4ejmTJb95ybvkpBQmNp/H46vPsbGzxjuTt1kbuVzBjC7LNEvc1vbidL5Xq8pfR3+PITkx2SCJ1cfxLcr419f334smcY+uKhP+bhy/xzcz4S6gJIyRX5XE6djGc7x9/NHkmNRQSwPumP8Hd849Mjl5UMNXRZ5/m7yLY7+dFaVUkqOYkpRun7Of5UM2KMdsRidaIpVQsFIebp26z8Dy4/j6zki4i17fwfkz4e7rytaZe5nScr5FxWZCimQh/EskQytPMJ1wZoBEq5PoFvVeZZHKAKBZDbp2+DZvH70XbRcfG8+1w7cBLEqkTElO4cSmcwCi42dBSfi+vFWGatw+JT6x7trhWwDcPfNQVMgGwJNrzwFlnofYcttJicmaSfFvE8VN0AAS4pSTxt+n7+bza3Hfna2D8vs+t/Myf/x6XJSNeqXv6Y2XzGi3SPQEK2uhYD69DGVo5QmiJzqFquQn7FM4g8uPEx+y0aQEkV+jGFZ1Ijvm7BdlkzlvID5B3oyoOYWFvX41GkapDStrGcVrF+aX6pOY3GKexSXi05EObaST53T8R7BUGksuV3BikziPiRpf34Uxockc3pnywuuRqEv7b9Ct4DDxGtoCrBi2keVDNlCwcl4R7SXExyUxusEs3j35SEZTah1a5PDL2zAW9lsLoPHAGty9Fjl+eOkZVw7fNuh1Nobzu6+S8COR+5eegkQi6vXkunLydGTD2dTtZhDxNYqEH4n8Nnmn0fHrk2lrGyte3HnD+gk70u7QCJH2y+zNsY3n+G3SzrQ2Rkh0jmJZ2Tx9N7+OMKwSYIhE5yiWlUsHbjCq9nRxkw5V34Wr5GNBr19ZNWKTRd5fKxsr3HxcGFZloobMmu8zlUTbOthwYtM5DSm1BG9U/e2af8Bi2wuqZOrrR25bZHd03SkAHl4y7yVUQ6FQcOr388jlcu6dFZdYB3DlDyV5vrDHeHKpPt4//URsZBxnd1y26N4W+uYrj64800wqxCDhRwIfnn9m68y9om1sHWz58u4b87qtEG3jHejJ1/dhjK03XbTUnE8mL+Ki4hhSaTxf35vOl1BDIpXg7utKv5IjeXHntejxefq707PwcNEee1B667vlG2zR9WdtZ83ImlMsWgX+p0CukPwtr3SIx78qYTAd/2L8CdXUIoxpkxrxPoZ9DOfkFtMKBPrkadfCQ6bj0/X6igqLYUSdGeQomiVtWyPezdPbL1O0en5s7KxRL3ib89auG7+drlNaGujD8LHHxSZy8cBN7otYylTj8Y2XfA+N4LKKdJjaPwByORFfo9iz5IhZT7X28SmA6R2Xmk8K0jp/oW++smWGGZKhl2R48/g9bp4wL+WlXfr76/swZrRfYtZGHye2XCDsgziSoQ2PDG6MqDmFNw/Fe341EATCv0SysPcqy21RJti+efjeIu+xGpcP3CDiaxSPLosLo1Dj1b23PL/1igcXxF+XAKe2XKBw1fyiPcgAr++/5cu7b1zcayQp1QAUCgVPb7wU7dVVI/T1V05sEuepViM+LoHFfVeLSsxVw9rWihltF1l0Hpw9HBlbf4Zo7zGAi5czQytP0Hj8xcDeyY7RdaZZNDaANaO2WKxsYskKhBpiV+DSkQ4xEBSWCnz+jYiKisLFxYUK1EcmWFYFLh3/IPxVZYj/g5LKFpd3tqQvEfu2d7JDKpNYVCCkaI0CXDsq3mtSpGo+Xt1/Z9FDs1rbshz9TbwXM3uRYN4/+6z7YDITMuQT6Emo1kNZzC1IKpMqYxONKHgYhMKyB7LS5E+4Hf5Evz8Lr4weuqElFtzOBUGgQovSnNpy/qf6rtW1isUkE6B6hwoc23DWotAygJpdKnNolYi4ei3U7laFgystG2O19hU4uv60RTalGxSzyMMNSrWTR5efWmTjFeAh2hOshpW1TJR6xf9nJCuSOM1eIiMjcXa2oNjTXww1B5p0tRK2jn+trzM+JpkxxU7+487BPxXp5Dkdfy3+PxFnEfu1RA1BTNiEiY4QBMHi4hcGbf7TW4QFJEn0eP/pJPpvJNAm8Rfe3i2Rt9PgJ69LpanldhKJgNzcd6m3z58dXzr+vUgnz+nk2VKkh22k46/Dv504/zdIs6WE2cR+f4YAGLQxNXYxfWgfkxmypRPeYWrf6nMuhuTqhXOIgSAR/jMCLUj+GQRa/7v7E0mhhjhb+Dv/WWL6M3ZmiTOkGb9Ce1s6iU7HPwB/R0xyesyzZfhXnC1bx1R5Hhs7a1G6onnL5tSRazMn3QbKZIzgfOaVFvTh4eemkW6yBBmy+JrWuDUC/2x+lnkwVfDNbF4RwhDEaolqw8rWWrTOrTYcXOxNl+M2QmjFaJAaIs5q5Qex/aghkUrMKkQABhPm0u5MIi5BT1v7V4QG8N8CS8ck9lgxfe4020V8B2pIrSxbvVInFJqr2mkMVjbWPzXRM1eO/j+Coe/rP339L+N/8Jh/5tkBytApSyGzkv1Ufz/zXARE6UMbgr2L+edHOtKhjX8Fed7wfAnjdgyhYovSeGRwZ+6ZifgF+xhtHxCSgdmnxrPx9VI6T2tNYA5/ilTPT/PhDUz+kEvUKcSK27OZf24SlVuXxcrGiqrtyhNopshEwwG1+e3VUgav7qlpW6ZRcbOEfcDybmx4sYSG/Wtpiitkzmu6+IOVtYx5Zyey4OIUcpfKDijlqsw94P2z+rLuyUIGruyOo6uyZLOYCUW5piVZ82gB1TtWNNtWA0Gg/YRmLLo0NW0BETMYv3MIIzcPMFz61xhxdrZj9f05VO9QwfiQDBCSkMLBrH+yAL9gb/3GJsdYq3NFZh8fbfJaMkT8Bi7rQmttXWwRJNLazppFZ8eTq2Q2k+10IJGQq2QIi89PQJBKRattIJHQZEAtes9tZ/hzExj/ez+qtCylPnhRJMPJw4m192aTOa/pCav+uSxaPT/Lr07VnfiIINEdJzbjl/V9LCK0giAw/fAomgyqI9oGlJO5VffmUKxWQYv6c/d15bcXSyyexHsHerL6wTyT5eUNIThfJpZcmWbxRLdw1XzMPT3BIhtQxiAPW9fbYrte8zrQfFh9i+1mHR8rqsCSNnyDvFhydbppp4EBMl2uaUmmHRpl8Ri7z25Hp6nii9SoMe/sJMo3K2WRjZuPKxteLCYod0aL7ErWLcKK27MtJrWdp7Vi1JYBFtlYWcuYdWKcxd+3f1Zf1j1dpFPoSgzKNyvFyjtzLLL5u5ECpCD8xa90WIJ/BXle1Hc1CAJD1vTi13tzyF0qO8tvzTJKlt4//UibzL05sPwoZRoWY/XD+fRd0oUu01ozad8vmqpE+ji99SL9So7kw/PPDPq1B1veLadhv1osvDSFknWLGB3f2lFbmN1pKVkLZGb1g3lM2vcLbcc2ZeyOwSZvNhObzuGPX4/TfkJzNjxfRP0+NZj6xygKVMxj1CYpMZlB5ccRERrJ/POTGbVlIPkq5Gb01kEmPQMfnn9mXMOZFKlWgNUP51O+WSmqtC1nVjv5/K4rbJu9l4ErezD694E4ujpQsUVp48Rb9SDZNmsf3z58Z9GlqUoCAQSE+JnsC2DViE0UrJyXCbuHYmNnLcrrFxf1g92LDjFweVdNXzpDMkKqXtx5Q+ibr4zc2E9J1kVUkUMicO/CE3IUzUKFZoarZxkj1V/efqNWpwpIrGSmyajWQzkxPgkHZzvyls5uZDyGSa4gCGTLnwkHCz0qmXJkwN3HSLybkb5s7KwpWi0fsdEGtFZNEOnyjYvj4unEhxefRRF0NYluO6ohbx5/MKylbIREZ8zuR6N+NbhxQpWlL+a7Bup0r0KO4lm5eviW2bba6DKtFda2VqmqEiIJdOtRjUlJTrFIdxmgVL2iOLk7Emahdq13oCdZC2W2uMqajb0NuUqa11DXh72THdmLZrXYzivQk4AQyybioNTQtne27DfgncmLkMLBxEWJK5kNgCCQq2R2ZRETCz2tZRuXsFgJIqRwMHnK5DAt32kAjQfVQRAE0SW6AU2VxoeXn4oqaKRGnjI5aDSgNmdFFErRRvc57QnInoEz2y6JtnHxdGbKH6N4/+SjRZJ3ZRoWY8TGfj+V+JqO/9/4V5Dnc9svMaHxLJr6dOGpSovW3smOIWt6M3b7YJzcHdPYfH33jc1Td9ExR38GlBmNvbPSs1K8diGW3Zyp8drq49GVZ8zquIQWAd3Zs+gQ2QoF4+Bsz8S9w2k9urFBYpSSnMKpLefpWXgYw6pMwN7JjuB8mSjdoBizTo7H1cswGYmJiGX9uK20De7NkXWn6Ty1NZ7+7kw5OMJkOdn3Tz8ytsEMhlWdSMYcGZhyYASl6hfll9/6mfQmXzl4k865B3Lq9/OM2NSfbrPaMn73MJMPJXmKnI0TdzCo3BhCimZlxZ3ZdJrailajG6VtrHVuosKiGVFzCsd+O8OkvcPpMLE5Uw6MMLus9uTaCwZXHEfWgsFM/WMklduUpWzj4mbJx7bZ+9m39Chjfh9AjmJZKd+0pHJIJryRKckpTGu7CP+svnSc1AJBEHD1NpEoodrXu6efOPDrCbpMbqEzOTIXonF4wzncvF0oXiO/4QZGSOaDy8/IUzLEIm9wlEqj1tnAb8MUXDydiPwmrmIcABIJ2YtmQWYl4+HVF6InBQCVW5bm7K6ruiTYzHEVrpKXHEWzsnnaHjPj0j2Pvee158n1lxzfqKckYuS6srKxwjfIiy5TW7Fx0k7ePf5osriKGjIrKXnL5qBuj6os7LNalxSZIey+mb2p1bUy68dvIznJMj9QqXpFuHLwprgYXy24+bgQ+S3aYqmw+Nh4pDKpxSEtUWHRRp0XpvtL0BQIsQRWNlYkW6g04envTlz0D1EV9bSRtUAQz2+9Uv4jcvUlMGcAPpm8uPqHuAqIalTvVImn11/w8u4b0TZObo7U7VGNbbP2WlRVr0G/Wrh6O7N21BZR7W3tbbC1t2HImt6c3X6Zs9vNk2ArGyu8MnpSqVUZ6veuwfS2i0QVjilWsyB2jrZM2jeclKRkxjeaZVZZRCKR0GZME0rWLcKo3weyfc5+Nk/ZJerY/ltI13n+5+FflTBoY2/D2R2XuLT/Gta21ljZWGFta0XdHtXYMfcAifGGZ8VSmZQz2y7i6GKPg6sDjq4O9F/Wja0z9xgtLhD9PYakxGQeXX6Ku58b7n5udJjYguB8QczquMRoRaMn116QlJBESoocqVRCzuLZWHBxCiNrTeXDs09G+7q07xo1OlXCztEWa1trxu8ayrQ2C03eeG6duMeOOfsZsqYXUpmUCs1LkfgjkdmdlxpNromPjWflkN+wtrWmbo9qAEw5OIL+pUYZ11EGHl56Sp9iv7D46nT8MnvTdmxTHl95blKkPiU5hSX91/Lm0Xv6L+kKQLeZbVnQ61ejNqDUnx1Ufiwzjo5hwPLufH0XxpU/bput2rZs8AbcfF2ZvG8YMmsZX9594/HV5yZtQt98Y17PVYzZ0h9bR1uivkUbL96hhd+m7KZSi9I06V+LhPhEdi4wUV5XRQbDPoVz5dBtanWqyIPLz0hOSiHOkLdWD/cuPaP7lBbilANQkvjocGUVQ2d3Rz69+mrGIhWunk68uPvW6CTA0HWVu0Q23j37nEq6zSQIunm74OBiR67iWVk1+nfDA1HvQ2XvkcENF08n2oxsyLndV3nz6IN5VQSJQOtfGvD51RcKVMxNn5JjjCRE6ib32drb0HdRJzwyuPH+6Ue2zz2g19xwMmFgjgxUalWG8k1KcnrbJS7tN1LeWa8/iUSgfPNSFKtRkHePP1okHWdta4WNnTX5yudiQpPZou3UcPN2IcKC4jtqxMcqi23YOthYJIMWFRaNk7ujxYoW8bHxP5d78RMybZ4Z3C2uPicIAlkLZuaIIYk77d+S1jHLrGQUq1WQr+/DeHXvrah+PDK4ExMeQ6WWZVgzynDxH0MoWDkvecrkID42gcNrTomyKd2gGDERsbQe3ZjNU3YSHhohym7Epv58D43A3smWRX3EaZCXblCUqu0qkLdcTjZO3iFqMiEIAt3ntEchV+Dk7kj/UqNEaUxXaFGKliMbIQgCexYfZvWITaLGmI50aONfRZ7DQyPYvfAPi+3unn3I3bPil3LU2DpjD1tn7NH87+zhhLufG65eznw2Qp7jon/wS43JyKxk+GTyxC+LLxmy+FCuSQl2LzxklHQ/vvqcHgWHkjlvIMH5AsmcNxPNh9ZHKpOafJjeP/+YmR0Wk7tUdnKVzE7ltuVIiE9koQmCau9sx4vbrzi/6woFq+QlQxZfJu4dztDKE0wuy2UrlJnPL0PxDvREKpUwYmM/ehUZTuibr0Y9LFY2VuQulUPzf53uVbmw56rZwgyeAR5IZVKkUgm+QV40GVSHzVN3m7Sxsbcm9O1XXDyV3uPmQ+sxoelckzYIEsI+hvPm0QfqdqvCx5ehuuTZhKfx2MZztB6pjKM/uOqkhlCk2urO5K2sZRxef4bx2wYwbd8w5vRYxUtD5Zi17GzsrHl05TmOrva0HFKHF/fecfnQbZMebkcXe81DOiCrLxKpRFN62xjsHG3JUSRY6XkOi8E7owdfDJSm1u+3x/SWBOcJ4OHlZ9g62Jg+Byoi3HZUAwKzZ+Djyy88vfUGQSJREilDZEplH5wvE0NWdMXVy5lhNadhZWNFUkKSZjzGiFj1DuXxzujB9aN3ifxmfHKorchRsHIeqrYtB8CSAeuwdbBJs6yuXVhFjWK1CtF6ZCNSUuSsHLYRa1sr4xM+LQKdMYc/g1b2wNrWigW9fsXazjrteTSChn1rEZw/E0mJydw+9SBVD1sEStYrgmeAB+GhEXgHeoouiKEdVx2QPQNRYTFGHQPa8MjgRlx0PFKpMiY/4muUKLuM2TMoPc/2NuSvkJs7px+I6ku9yiWRSvDP6suH55/N2pVtXBzfzN6EffiOp784Ep2/Qm4Cc/jj4GLPyzuvsXO0NR4Go/X7GbG5P94ZPbl66BbWttZGnT/aKN+sJGUblcDa1oqz2y8jkUrMrhpYWcuYsHsYKckp7FpwUFTCPUChKnmp3a0qMRGxXD5wU5Q0YcbsGShVvygAuxf9IXplokbHShSulp/YqDhe3X0jqq8SdQoTmMMfgJvH7+Lgaj5uX2Ylo/2E5ljbWCGXyxEE5flJtqBQTTrSAf+SsI1/CqLConl9/62o5aTkpGQ+PP/M9SO32bf0CFum7TZKnNUID43g5vG77Jh7gFkdl9C72C+c2XbRpM3n1184ufk8i/qspmfhYTR0a8+5HZdMlqWOiYjl4MrjTGgym8aenRhYbgy3Tt6n0YDaJvu6cewuw6pOpGVAdxb3Xc2bh+8ZvXUQVrbG47qTEpKY0W4RnfMMZPeiQ8RGxjHo1x5mE5TunH7AuMazuXxQ6YFoMby+Wc9TfGwCF/Zc4/nt1wCUrl+UwJz+hhtrLaEnJSZjY6dMPssQ7EPO4lnNJqB5+LlRsXlJZFYypDIp2YuoKgyaCKlwz+DGoGVdkEgkZM2fCTcfl9QPjdjZ2tswZdcgANqNaog8RW6cOKvGnJiUzNLzymSuwcs6KZVgtMteG3j9iEtg6Iou+GbyouOYRhSokNO0jQp5S4eQr0wOytQvQqNe1TShKwZDWFTH5+zhRN7S2fEJ9GDQkk6pxNfEUnemnP6a8KfuM1qlUUkx1KdPoCe+mbyQSCTkLpWdDFl9DZ83nR1JKF6rsObffOVymlz21w7jKFazAABSqYT8FXObDxdQXYPZCmXG1t4GiURC86H1NQm9YmBla0WllmWQWUmZfni0aDuAknUKU7dHNXKVyk7Pue1F29na2zDz2FhAmbQmlqy7ejkzad9wAOaemWD2fqhG1XblqdujGnnL5aLDhOaibH5Ex7PsxkwARm8ZgHegpyi7ojUKUrdHNXKUyEav+R1F2SQnJtNvSRcAphwcKTrGOluhYHIUy0qllmWo3b2qKBsXT2fylMmBzFrGhD3DkIogwhmy+mLnaIujqwNNh9QjKLfpBHg1cpfOgVQmxcXTmYotS4vS9C7VoJjmfbaCwaSICAfyDvSkYJW8AMTHxBMdHiuqryaD6ypt4hK4cewOrw05IvRQo1NFMmTxJSVFzqHVJ9k2c++/ooBMikLyt7zSIR7pZ+sfDktjEX/ExHPr5H2lN1gEUpJTuH/+MWtHb2HLNNOeXTXCQyPYu+Qwg8qPZULjWaJk+t4++sDSAWtpkbE7GyfvoFr7CqYNBAlPr79kTP2Z9C4xkjunH9J5qoHy1DomAo+vPqdPyVEsHbiO2Kg4mqlusPr71sazm6/oVXwUF/ddB6Biy9LG+1ARtDcP3zOk6hRNta9c6pjktAaaV+ibb8zovELzQHHzcTVImLWJYNT3GHYvO6b5LDYm3iyhTYxP4qKqxLZEIuHRjVepkwUTr6c3XwMgVyg4u/em6RhdVZ+xkcq40NioOHYtO5ZmwmGITDuqJk4fX31l4aDfDE829Ih0JtUk6MPzz4xsMFuZnGgkNlrdV75yymTYiC+RDKsxhTtnHxk8X/q2xVUkePO0PUxuucBskpQgEXBwtSdvmRykJKewsM9qlg/eIDr+OGsh5cTr06svDKk8waKQAbWsnUIB83qssCiW9ekNZf6Irb0NBy1ImHr35KMmUe3b+zA+vzLvTABlgu67x8pEtW8fvhP2UVzly1O/X8DGzhqpVMJtEV5nUK4APr2mXG35ERPPHZFJZC9UE287B1v2Lzsiyka7gueJTedEH5dCRRBfP3jH3sWHRMnhOXsocxiiv8cwpeV8UcQvo8o7m5yUzMTGs82GsoFSMlSt/LRy2G+sH7tV1DGVqqf0Ov+x6jhDK08g4ov5kKBqHSogkUi4sOcq3fIP4daJe2ZtchTLSr5yubh2+DZd8w5i26x9Zq99a1tr2oxpwpWDN+mefzDzu6/g++cIUceVjnToI508p+M/wreP4aKJOii9w3/8esJ0+I0eYVOT6N2LDhlNGtL2AMpT5OxZcoTOeYcgSITUZWYTZDAmIo7xzeezfNhGytQvkka5xJAn9cPzzwyuNpWPL7+Qq7iegoCRB+DNM49YqwoL0U5ONO6tFdi/+jTvniqXt2Oj9LLyjRDho5uVKxah78L4/llcTOvjm8pkp9M7r+qGDZgg3DEqRYI143emkkwjpF59nA4u9iT8SGRK+6W6y9vGvPaCQKac/nz98J0R9WYR8SUqrY0B5C+Xi9C33xhYeRLPbr1O28AAgc5aIBNOHo7M6LCUdeO3o0CcckKhynlJ+JHI6Poz2b/8mHkDLWQrGETom68MrTJJt9S2CKiX4H+bsF2U500bT64pSdTn11+4eeyuRbanfr8AICqEQhtH1irjbR9feSba5tW9t7x+8E7V333RdjeOKUPDLu69JtoJ8eLOawDePnrPrZPi+vquIs+xUXH8rhXmZw7yFDnJScnM7bbc8ETLAJF2dndCLpczrfUCvr4TF2ajDm2Y2WGJ2XA5NdQJ9fN7rGD77H2ibNx9XclWOJhFfVYxr9sKkpPME3tBEKjQrDTze6xgfKNZRIWJS1au0rY8U1vNZ2StKaInb7lLZ2dGu0WMrjuNNw8tU7P5b0OBgPwvfom916VDiXTynI6fx19RLMCEGsHT6y8NxoIaU0D4/imcWZ2WKcmWCAk6gF2LDjOp1UIyqmT1TCpoSCSEvv3GkOpTcXSxV7Yz5jXSInnbFxzm7O5ruHm7GCXM2sQzJTmFFaOVnp/YqHhdAmvoOCQCz+6+5dWD9zy+8cpsyIb69URFMA9vuiAqZAOUIUCPrr3g9O7rxselZ+voYseyYZt5/fCD2RAP9Xfg4unMyPqzCX0XZvb8quHi5cTAShP5+CLUbKiLGtmLZmFYtSmc2HIhtY0IWbtMuQIYWH4cN47dtaiKpSAIOHs4MbTqZFXugDgJPc3wJRIeX33O1ll7Rduo8ereWxITkji06oTFKh2nVeFkYj3Bapzccp7E+EQeXRZPnkFJ1hMTknh46aloGzVRPLfrimibl3eU6hX7lorzOoNypScmIpYdc/YT/d18wpoa8hQ5v0/fI27So7qvOHk48duE7dywYLKTMYc/SwestSgRNWeJEKa3XcTBleJXJHKXzsHImlMsOnee/u5MbDLbon4A1ozcrJnAicWtE/dET4jSkQ5z+FclDKbjfxw/UY1NDFFJSjSzlK23j0dXlB45U6RZG2GfwhnfciF2Tra66hkmwgrm9llLnc4VjY4htbFyH9dPPOTqsXvEqrVnRRz3kS0XUwm9CDy9/YYX99/x9PabtDbaCXlafcdE/mD56G2p29QkTP+7VKtLSASuHL3L4U3nlTZapM1g8p8qRnpKuyW81damVY9PP1FQdc5lUoFZnZdrVEfU+zeq8KAa/+G1p43LxJkoub1t9n6StJKOxJb3dnS1Z3zjOXx6GZq2LzBb4jspMZlZnZZYHN4FkJyUwrMbLzmy7rTFtl/efuPBhcfcPmUZGYmJiOX87qs8ssDzDHB66wUKVspjVnFHG89vveLD88+iwgDUiIv+wfNbrzj221mLxvfyzht2zj9okc3rB+/YPNUyibTHV5+xacou5fUvUq3kwu4rnN991aJ+Dq0+ITqBNLWfq6JilbWhDnuzFJbKCP7b8XfEJKfHPFsGQWGJXtDfjKioKFxcXKhAfWSCZaV10/EX48/2Ov9FxNnkfk3YGyTOZgrDmGpraH8SK6lh0mPEoxyQxYf3L0INtDcSH+nugLe/O8/viV/OL1g+J7fOPjFL2tTImNWHd8+MqBgYIY/WNtK0JMhAW6O3JkMPaEvamtq3kbGk3YG48yOGQIvckcHNFuty66FQlbzcPC6eXGqjaI0CXDt822K7vGVz8uTac4uI8M/2V6xmQa4esqzATYGKubl9yjKPepYCQZp4abHwyOAmOj5aDYPSe//cR/i/BsmKJE6zl8jISJydTWj9/81Qc6ChF2tj4/jXcqCEmCRmlTr4jzsH/1Skk+d0WI504qxuKKqdwbCMNI2MhGAYHqDh7cb282fDHHE0dEsxRiIN7UuvrcFblDEPlyVtje3byDjSGov3sv3VJDod6Ugn0T+Pfzp5Hnyhzt9CnueUPvCPOwf/VKSHbaTjX4d/JHH+K0nzz5JlC2JvzUKb/BnqU5vUGSoKoT0WQ/vSttcLATEWzqFso0cmDS1nG2uLiFAOU6TXRBhH2qbiwjhE7Ej5N51Ep0MfxkKZ0pGOdPzp+FcEuRSsnEdTBtkjg7vJ0tWgzEBvPqw+wfkyabYF5vDH1dvFhJVSu7dO96o65bR9M3ubHV+WAkGUql8UmVXqXMRcGWqAQlXyEaLWB1bBVPELNco0LIaHn5vZdvqo2KI0VjaWzV6tbKwoWbdI6gaRXmePDG5kyZ/JfEM9IhaUOwAXT+Ple40R52wFM4sT/9ezD8qVqnlqKmlNqxEIAj6ZPHXb6TQxnAQolUlxcnNQH4jusRtKyFP1ZWUtQ2YlNax4Yche9ZKYIc/6MnKCICCVSswnMRpIHLRxsDU8LkNJlFr70JQPN5VoqDdemZUUF3WJZ1Myd3pw8XYxqNZi8jcnEfAO9DR+bZlI8NO5RkBUeW9AV//bGAz0+TPlq/8TiLlX/Zl2fxcEwfxvxxCsrGU/ZWfvJE4XWh9Gy5ybyXP4mWeHRCrBI4O7xXYuns5mNf0NIUMWX53nqVhkyR9ksQ1A1kKZf8ru70IKkr/llQ7x+FecrbE7hrDr+zpmnRhHra6Vmbx/BON2DMErwMNge++MntTuXo0Vt2ez6c0y+i3tSumGxVj9YB6VWpUx2k9Qnox0ntaa3z/+yoyjY6jdrQo1O1dm4t7hOoRaHwUq5mHs9sFseb+CnvM6kCV/ED3nd6RC81Imj6tqu/IsuTqdRZenUbVdeaxsrBiyupfxmyLKm1jHyS3Z8HIJA1d2xz+bHy6ezmZ1k30yedF/eTfWPV1Izc6VkEglZMoVoKnGZwwFK+dl/O6hTD88moDsGQBxN99aXaqw+Mo0Wo9qrJF9S0NADBCAbjPbsPTadLIXzZLmM2PEw8bOmsn7hjN26wDl5MCUNrEWgvMGsvzaVCo1L2WYOKcZgLJNvW6VWXByjJLkm4tt1iKAI1d3p+f0loZJr3YfWg8/K2sZm+/PpFjVfIb3a0QOrmC5HOx/swAra5lBkmyMwHQZ25CJv/XU7Md00ZPU/hcf+4V6XSpoDcIEkVbBP9ibzQ9nkTlPQFo7/X60UKdzRZZdmKBbvUzE6sDAJZ0ZuaGPweM2dk7sneyYdXQUrUc0MGinM24teAd6suLmTMo2KmagqXFiExDix6ZXSwxe/wb7VPUbEOLH7rC1+GfzM2+nhexFs3AofrPJ+5shlGlYjL0R6y2yQZDQenQTFlyYbHgiaOI1ce9w+izsbLHdzq9rqNC8tOHr0Qgy5Q7gYNwmnUqKYlCjUyXWPJxv2TkBBq/qwaBfe1hkI7OSsvLObKp3rGi8kQESnbVgZja+XkqmXOIKpajReGAdllydZpHzRRAERmzqz4iN/S3qyyvAg7lnJ9LilwYW2ZVuUIwl16ZTpFp+i8bYd0kXpv4xyqK+0pGOfwV5bhvcm2mtF/DuyUcNSSzTqDirH86nyaA6aTR5P7/+QrssvemSZyD7lh4hc55A2k9sgbOHEyM29mfi3uEGZ9E3jt2lmW8XxtafwbcP3+k6oy2tRjaiZN0irLw7h2K1DHu8d847QIuA7myZtosCFfOw/NYsKrcuy6gtA+m7pIvREqUz2i2iV5HhvH7wlv7LurHl3XLKNinB4ivTCMqd0aCNPEVOt/xDmNN5KTmLh7Dm0XyGrevN0LW9aTWykdFzGPrmK+2y9OHMtov0WdSZ1Q/m0XhgHWadHGfSI3/1j5v0KTYCOyc7Vt6ZQ5dprekwqQVV25U3agPw28TtLOq7mmZD67Hg/CQCc/ozYFnXNJXh9DG5xQKeXHvO3NPjqd21Mg4u9hTWJ456SPiRyKi608lVIoSpB37B3skOjwx6BN8AYXl57y0bp+5h8MpuFKiQS6utaSJ2ZOM54qLj6bewg14TA95VzYcSjm29RPlGxcgQ7G2cNGu1R5CQlCTnxf13FK2S2yRZ1ie40eGxSGVSpZa0NiE383L1clYWINH/zEhfgiDgmcGVjFl9eXb3rREPumESXadTBT6++sKrhx/M26g+d3Cxo9WwuhxafyatKoYJL3T5xsUoViM/m2bsNdzO0HcI9JjZGisbGXuWHTXYXtc4dZ8Dl3Xlw/PPXNx3w0hTwwS6zejGvL7/jifXTJdT1++3cLUCRIfH8lFECWpt2DvZIbOSWaxe8CMmHjtHW917mzkyC8RGxpldATSElKQUbOyNVzI1BjtH27SVHs2M0TfIG0Ei4funCIv6ylUyhNcW6gfb2FlTtGZB7p17ZJFd2SYlcHJ35MoBw9eXDrR+w52mtOL++ccW6Rz7Zvam3fhmbJ21V0dRxhxa/NKAPGVysOqXjaJt7BxtmbT/F8I+fBelL61+9hetUYBRvw9kx9z9orSs3XxckcqkDN/Ql2rtKzCt9XzRY/xvQK4Q/pZXOsTjX0GeY8JjOb/rCssGruPTyy/ERsUR/iWS6O8x1O5WlSFrehn0nLx5+J6tM/YwoclsHSH1knWLsOr+XIOz9qTEZK7+cZNZHZcwuOI4EuOVhR/cfFyZcmAEfZd00YSQaCPiSyS75h+ke4EhLBu0DmvVDL1ez+rMPz/ZaPjHs5svmdN5GS0zdufJtRfYOdriF+zDgotTdMMltJCSnMLJzefpln8wY+pOJ2uhYAA6Tm5J38WdkRghBlFh0awc+hvts/XlzpmH1Oxcmcx5AplzarzJKoHPbr5kQNkxzO+xgmrty1OjY0UG/9qDEnUKG7UB+OPXE3QvMIT42ASWXZ9B1XblGbiiu/JDIx6guOgfTGw2j/XjttF3cWem7B/O0DU9cTHjGXt++zUDK03EN8ibWUdH0XlyC0rUUU12TFST2zR1N8c3nWPslv4E5w2k2eA6hhrq/JsQn8ys7qsoWasglZuXxCvAXbdMbpqYZeVnVw7f5e3jjzQfWFN33wZIs/a+rp14QNHKeXTGbdAbrEV2v6sKibjrnzftQiQGXm5ezkR8izYeCmGAUBcsm4O4mHie3XlrdgKhftk62FC1RUkOrD2je/xGbNTL4c0G1iYlKYUdi47onIs0x6iCi6cTzh6O9Jrdlj1LjvDk+kuD7XQPVcA3yItSdQtTo0MFZnddqZS8MzBx0YZUJsXJw5kaHSuSv0Iu5nRdbrLqmT6BzpQrgIotSrF+wnajNsZQuGo+bh6/pyx0YCy0xwDsne1ITkoWr3yh2md0hLJYj4Obk2iPLkDk1yiLvdygLK5kY29ZWIpEogx5SrBE1UOQ4BPkzbf3YaSkWBY7nKtkCI8s0KEGKFI9P1bWMi6pqpuKRYPeNTmz7SIRX6NE2+SrkJuiNQqwZuRmUe3VZeIHLOvGmwfv2LvosCi7bIWCyVMmB+0ntmBJ/zWaAjemkLNECMH5MjFy8wCc3B0ZW3+G2cqeAP2WdqFQlXyM2zmUgyuPseqXTWZtgvIEMnBld8btHELx2oX4pdokbp1I139Oh2X4VyUMJiUkMazKBIvtEuISGFxhXOoGrYQKqUxq9AGXnJjM6LrTsba1wtrWWvXXilylshvVDhUEgfDQSFYM3YCTmyOObg44uTnSaUor1o35nY8vDHuGpFIJ759+JCEuAU9/dzz83RmzfTC/Tdhmsmx2UkISoW++YmUjw8nNkXq9auDu68a0Ngs1xF8fYR/D+aHlaQrMGcCc0xMYWtl4aWCFQsGNY3ep0bGSZtY++veBjKg5xaTX5PPrr6wc9htT/xiJi6czVdqU48WdN+yYZ1oTddvs/QgSgS5TWwEwcHlXJjSda9xAkPDh2WcGVpzA3JNjqdK6DLlLhXDj2D2SDFS60iZcC/utw93PjdlHR2FtZ83JrZf4ppaQMkLMHl17wbZ5f9B7Vmse33jFltkHuH/xaVripwWFAJvn/cHwZZ05uuUiLh5OXPzjtsG22vu5dvIBXcc1Ijh3AGGfI4j6Hmt4bFpjjAyPIyVFjpuvK9wT72Vy9XIi/Hy0zrHqQCvpTpBIsLGzokDZ7Ny7/JyUZLlqWMpxKYwkCxaukBOfjB5IZRKOb7useyzaNloJdqXrFcHaRkbDHlVY+stm4vUerGkS/yQSkMsZu6kPEV+jiYuOZ/1kA78jVTttZC2QiZ6z2xKQzY89S49wU7+wgpFEwrxlslO7a2WKVM3Hlul7eHn3bdr+9KBOJGw1ogHB+TLx5PpLrhy8adZODQcXexLiEihQITeL+q4x1knabaqEQzsnO+Kifogmv2rEqPSzndwcRJVgViPiaxR2jrbY2FmLIkdqxMclpF1NMgNrlZPDkn4AfIO8UqumGtMr14LMSoqjqwMZsvjy8LJ48uyV0YMyDYtz+9R9YiJizRugnCTFRf0gV8kQlgxYK8rG3smOBn1qULx2YS7svcYjEeW5AdpPbE5KcgoFKuWhd9FfRGk4+wZ5M3bHYCRSCWe3XeTQqhOi+mrUvzb5K+TC1sGWgWXH6JQ8N4aQIlmo1aUK1TtW4uj60yztL+589JrfkYKV8hAbGcfgCuM0VSX/yZAjQf4X+zr/6v3/r+FfRZ5/Fj9i4nXLAIvEm4fvLS7jqVAoLKrkpEbE1yiWDVyns00ikeDq7YyVjZXR5bJbJ+9zq+RIQJmc4Z/Nl4CQDBSomNuovqlCoWDFkA1snLSDLAWCyFYomKwFM9NvaVcW9PyVsI96BFpFbMI+hjOz4xLyV8hN/vK5yF8+N5P2DmdQhXG8vPvG6LEl/Ehk1/yDlG5QjJAiWegyvTWvH7zj+tG7Rm0cXOxx9nAi/Eskbt4ulK5flBodK3JYVd5Xd3ypP/r85XJqEq78MnvTbHAdNk3fo3c4uqTTK8ADB2c7TWJLg17VWDVmm24fekTS1t6G2Mg4bB1sKFwpN2+ffuS+umqaESIskUqIDo8lLvoHM3YNYt/q01w8dDdNO+0xSmUSZFYyvn0Kp/fUZjy++ZpVk/YYHJPKEBs7a7LmDSAyLIYCpUNwcrXn+I5raduq2gM4uthTtWlR3LycUCggpGCQsliKPqRSDcFVADN29MfTz5XDmy/in9WXD1o61IIg6ExUFQoFSAS6TmiMh48Ld84/xTujJ68fqYqfKOS6JFrrfOQqloWGPaoQG/WDyG/RupNeI6oc/tn8yKMqM3x6xxUyBHvz6sH71P2roafGUbZhMY1dVFgM9k52acMa9IvCACVqF6J8kxIkJyUTHR6Hta2VKI+uX7A3HSe1AGDLjD34Bnnx+bW4kveFq+SlVpfK2Dna8vn1F5w9nMSVOBYklGtSguB8QfyIiadojQLcPfNQFNH0yeSFT5AXAMVqFsDdz5U7px+atQsI8cPBWZkcV6NjRR5fey4qPKVYzQJIpRKc3R2p070qB1aYL38emNNfkzzmndGDLPkz8eKO8XuUGh0mNiNLgSC+f44kd+nsPLjwRLeBgUlG9Y6VyF8+FynJKcRF/8DR1cEsGZZZSZlzagLO7o7smHcA38zeospMV25dlhJ1CvP+6UfRyYlZCwbRcXJLAFYO+w0PP7dUcmpCmaN4rUL4Bfvw4vZr5STcfDQElVqXwTdIucp66XsMLp7ORH4z7R33yuhJ2cbFkcqkfPvwneD8mUQR2vYTmgNKx1OmnAG4+7qaJd1lGhWnYCXlKp6dky1Faxb4V5DndPzzkD7V+AdDLpfz/XOE6DizyG9RPLz0lKPrT4sqDBAbGcfdMw/ZOe8AM9otYmz9GUaJsxqfX33hyNpTzOywhNaZe9Gj8DA8/dPGj2vjzcP3bJ62m97FR9AqqDfLBq6nZufK+KoewMbG9uvwTbTO3JuJzedx7fBtus9qQ4asvnrj072ET2y5QLvsA9g+9wDxsfE0H1oX78DUxB9DSWGh78JYOmQjj1UP8lqdKupmiBtICkz4kcj7F6Ek/FB+N6XVISLGkgEFAblcQfaCQTi7OyKzkhIY4qsTI5wmFEMQSElR0LRXFTz93MhdLIvy+5BIlCRWP4xCIgFBICE+ia6j6+Pu7UyDzuWRWstAKjH8UvUdE/2DJt0r4eLuSKcRdXF0s1d+bihcQ5K6PTDEF3dvZ1oNqIGrl1PaUBAtO/Wxefi64uTmQNEqefDwc9U6R9rhBrrhITkKK0OTHJzt8PBzUy6pq8+1EVWOYtVTY+Vl1lI+apMTA8lU6jGXaVAUUE663z7+aHrirdVv8doFAWXlvrBP4SQmpIjy6GbOG6h5X6x6AWJUIRFikJSYrMkJGLyyu0VOAgdnO5oOqoNPJi/ajWsi2kMb+TWKcdsHAdBjdjtiI8WNNy7qB6N/HwBAn4Udja5y6SNrgSBqdq5E7lLZKVazgCibbx++M3x9bwCGr+utW/nTBDLlDKBgxTxUaFaSwlXyirKJi46nYovSyhjadX2UfZn53mVWMvwye+PgYk/LEQ1FqTMBePp74OTmSEBIBvKUySnKJpsqrA+UBWB0JleGfgeAf1Zf/IJ9ACXJFEPsASq3Lgco7993Tj8wS5wB6vepgVQmJTEhif3Lj3Bqi/my27lKhlCsZkFSUuTsX36UcQ1mmCXO1rbWdJ/djpQUOcc3nqVL7oH8rudY+aciRSH8La90iEc6eU7Hf4TPr75YVMHr6/sw9i49wqTm8wh9Y7r8qyARSE5K4fzuq4yqN4NuBYfhr02ejTygwkMj+XXU77TJPoBdiw7T+peGyuaGwhxUxPjF3bcMrDyJRQPWo5ArqK0una1FnPXjay8fvsOAalN4//wz3gEeZCuYWWWjS5o1DydBwtZFx9i57DgAgdn90u5Xn6RKJKyYsJvI7zEAyBUKw4RWiwgjETi46aJmnM/vfzBso/d6pqpE+PldGLfOP0vdr96+kQgaYq32rB7ddoUH118bJtpaRNrGzhonV+XEZNXE3dw881h57PqJhlpxtDJrGVnyZkQulzN/4G8cWHdW9xowQqKLV1dm3W+d9weT2y0jIT7ZcCy3FoJyBxCQzY8Pzz/Tv8IEzqnKGptSKEEikDGnP/5ZfPn24TuDK0/i3C6tcshmYoLVkppvH39gRO1pxEaJJ8/aSZMLeq+2KKHr7rnHmvcnNolfLYuPS+DsjiuAcoIhJjwF4PvnCC6pEty+ffguurre6W2XNO/FVv6Li/rB0+vKyfDT6y/Slj83AnXCX2JCEvuWmfdwA0SHx2jerxi2Ebl2iXojsecyrUTL9WO38uqeuHPorVIAObz2FDvm7hdlk0018bxx7A7jG89JW6EQ0pDoIjUKAPDw0lP6lRzF+6cfzfYTUiQLgTn8eXLtOT0KDeXczstmbWwdbKnVpTIPLj6hZ6FhbJ6yi2QDYXb66DCxBdeP3KZHgSEs7PWrqNjvxgNrc/fMQzrnGsCMdot498T8MaUjHcaQTp7TYRzGyMJP708vBtjEkqEhNYKv78JSy/Oa8uyobKPCYlg3fju/jtycRpHFkOKCXAEHVp+iS+ERuHo5Y2WbmhhqLBHu7ZNP9K86javH7lG6biGjpFmb4K2atIdjWy/j7e+OvaOtSbKJIBAZHseKCcp4XXmKijzrk1k90nr2j7tER8aRlJDMm+ehosjz07tK4nB46xUU2seg523WJuyJ8UlER8SxZsYBHVJtzGOtVrk5+vsl9qw6rTlHOuRUj0QH5wlEZi1lXv/fOLzpQto2Bs6xnbMtOYoEM6f3GtZO2Gm4wErql6sZR9kGRbly+DZ9y0/gzeO0D1djBLpE7YI8ufGSvmXG8uzmK4NtjF2zwXkD+fgilOE1pmhIgFoT2pwutJosH/vtLLf0Y7PN4MOzT3z/HEFKcgqnt140b6CFoxvOAPDoyjPDJeaN4NDqkwA8viYu7hbg44tQTfs7p8WXzVafj9PbL5lpmYo3quS2k5vPi47lVntyrx6+zY1jxkPRtIm0zFqZUH7v3CPRJBjAM8CDe+cesbDXr6JtshXMzM3jdxnbYKb5yZXq+i5avSBnt19iaOUJorzHAFXalGPXgoMMLDtGtKe6bOPibBi/jUHlxvL2kbgQSa8AD3bM3c+ImlNEJSOqcXTdaWZ1XMKHZ59E2/xTkK628c/D/4uY53T8BP5s4mxJ1+Zi+UQQZ23ERurHqxqOFVYj/Fs0K0dt1RClNMRZbxyxUT8Y32YJFZsU192XfgiHFuYP2Yyjqz0Zs/ny9M5b3TFpe6FVOLXvFhUbFFF6ntPoZQtp/k9ISObErhvkKhJEcrJcp43CyPl98uA9KckpHN19A4VUgqCfFCcIaWIkExKS2LzoGJHhcal9aA9Pj1d5+Lny4PpLFo/anibWGEA9MoVWzHO2/IHM7rOBkzuv6h6vdly0trdPISdrvkyMa7mIu6qY1bRJjGn7RhB4+/gDG6fu0W2nlyhlqOJhQlwiQ6pONh/6oL4mtBLPnNwcGV5jslFPrPr3YKhCYVJiMlFh0awY+pvpfo3g3rlH2DrYWKTaAHD//GM+vgjloYXqEteP3OHLuzDLpPiA01svkiHYR7SXG5TkudWIhhovuRioPc87F/wh2ib6eywpKXJWDhMvySa1khIX/YOZnZapSIt5ZQ9nDyfCQyOY2NSI99gA7Bxt+fbhO2MbzBStqGJla82T6y/YOHG76fL1eji99YLF18PprRctWi0B5erl1/dhFtkAopIQ0/G/B7lcTmhoKElJhq+zwMBAg9vNIZ08p+PvgYXZ/D+1HwOk0JLiJ4Y+N0ec1dvlcgUntl9JS5wNJAEiKNtP77VOuQyr9urqj0dPB3rRmB2Uq1XAIFlWQ5sYH9x2BWs7axRiKi8Cz+5/4PLJR3z/FgOCgEKaliyDoEOq715+weFtV41PtvSItEKhYHK3NSQlyVPJuDaRVU9Y1MejUHD+j9tEhqmWxrXJpzESLUi4d+l5KkHVUscwpsqhxpldBhIrDRBo/X3tW661xG9EjUPXWEnyBUFgfu9VZkOYlCZpSXRyYjK//rKZyG8ikgQN4N65x+ISDA3g2G9neCxCuUF7MqwAjqw/zZPrL8xPkrVwducVcpUMAcG4918fDy8/4/bpB3x59013DCa+mw9PP3H18G1e3xfv0YwKi+bQqhMWJZdbWctYPnhDqofWwKRKH46u9oypP8OiiY7MWsa4hrMsUhxJTkzmt4kquUQDE2ZjsJQ4AxYT5/+vUCgkyBV/baCA4i/e/9+NjRs3Mnv2bB4+fEhKimFFNUEQSE4WNxFNY6uwZGr5NyMqKgoXFxcqUB+ZYFlZ6XT8B/iLwzVMN/1Jr/OfTJzFkuY0+zHweRotZu2+RJBm7b+29tbE/0h94KTxIuvtL1NWb948F7eECpApmw9vnunFh+rfIrT+d3CyJTY6XtdLrTDz3lBb7XbaRFWt7KHzudombbu0+5cb3q6/T/1+9fdp6HNj+zHSn1GYIEzmYOdgy4+YeIs8hNrwz+pL2Mdw4uMSLLb1yeRFdHiMxUpGXhk9iI2MU0rkWYDg/Jl4KUIx4z+1CcjmZ3E8rKu3i0WSfTIradoiP/r4D66LPx3/XJrwpyBZkcRp9hIZGYmzs+U65H8V1Byo25mmWDv+tRwoMSaJleW3/+POwc9g9uzZDB8+HCsrK8qUKYOfnx8ymWFf8dq14iQO9ZFOntORFn8mef4vEWcQQZ6NfP4fE2cj3uY0Y0jzWdpwDUMhHApDfRs6nj/zezRBoPX/N0ikjRFqucJ4OzVZ1Ze707YD8yT6zyTQhtoY2o9OexG32P+QKJnypv4ZsMRL/L+Gv/rcihjAf7d/bfxz6cJ/hHTy/L9FnjNlyoRCoeDixYsEBFhWil4s/nVhGzZ21iTGJ1nsaUmzXJsOw/gvxTr/U4iz0X1bSJxFeZstIM0KQ22M2eiP0Vh7c9D5veiFIugv52r9r736J5h67uuEWxj6TC8uWaFI/R3rhWloCIb2uNThE9pL4nox0gZjofXioNMQBiNx0EbvLxaEcfwsxJBbUyTw/zM5NgdD5+ZvJdQiQjr+NlgQxpGOPw8pCKTw1/5G/+r9/534+vUr3bt3/8uIM/xL1DY6TmlJxZZlCAjJgJO7I4uvTNNomxqCjZ01E3YPo/nwBuQtmxNrW2uK1ihAj7ntNSVHDSEod0aGr+9L9Q4V8MroCUD1DhUoVrOgyfGVqFOYnvM6ULByXmRWMo2dk7ujSbt6varT4pcGZMiSKr9m6rjUaD+xOVXalMNWVa7Wxs5ao2JgDBKJhN4LO5G7dA7NNlsH89qirl7OdJ3RBg8/N7NttRFSOJj6fWois5Kab6yFknULU6BibotsAKq3K4eXSsZJLHEWBIFaHSsgs7HS+shQ6IQucbZ1sKFEzQLmibO2UoVEgoevK5lz+euMIQ1x1lOoUEiUWsqOrvZpPtNRwNCWk5NKsLa1IjhHBl31DkOKGXovT18XPH1d0u5fvw89hY8suTIoy9br2Skkypex/vKVzJr2PGi/tL8/1f9Obg7kLBKsZ6eltmFkEhGUKyMZgr3Tfr/a35l2fyrkL5cTJze9+4aByZb+dVe4Sl6s1JJkYsipavz5y+cSXQBDu+9shYLTqsro7F5I87K2syYoT0aTdoZg62BDUJ6MFtkAOLk74p/N13xDPXhl9LC4wiAoS57bO9lZZGNlY0VQnoxITOQKGFJDcfNxwTezt8VjDMzpb/ZZoepU516Uq2RI6vVlAYpUy2+xjYOLPfnK51KNQ/y1mTlvIJlyWU5gitUq9FNl3Kt3rGjxObF1sKV6xwoW95WOfy5CQkIID/9rE0T/FeQ5e5EsDFzZnbWPF7DqwTyyFsrM9CNjmHl8HDmKZU3T3s7JjpiIWGp2rszcMxPZG7merjPb0nhAHdY/W6QRZdeHta0Vjm4O9FrQic1vlrHu6SJqdqnClIMjGbdjiIZQ60NmJSVXyezMPDaWnd/WMG7HEGp1rcrqB/Mo16SE0eOyc7Slbs/qrH+2iOU3Z9FqZCP6LOrML7/10y3SoQVBEPDO6MmAFd3Z+ulXBq/uSa5S2Vl6fQaFqhgn3i5ezmTOE8j8c5NYfnMWNTtXIk+ZHAxb1wcrG+PLQb6ZvSnbuAQbXiym/7Ku+AX7ULNzJXKWyGbUBiAwV0Y6T23JqntzNOegXOPiBkmB9gOoQIXczDwymqFreuLi6aQcg0qsPw1UdjIrKXW6VWHZ5SmUVBUr0Tz4THicfYM86TSxKRO29sfWwcZwIpIBj3OxqnkZu647JWvmN02ctfsXBDr8UodfFrdTarwakZjTJ51SKykzN/WgSoPCBsizYSKLIJAjXyBLd/bBzskWhSCIfjXrUp7+4xukbjNFuFVkWmIlZdqaLlRrXMTs8WjOjSBQpEJOpm3sgX+wl+7xaJ8/7fOoGkvn0Q0YvqR96sRMXx9aqw/157YONoxe150Ooxul+T5TL420BDogmy8Ttg2gZqeKaa8NEwQ6R7EsTN4zlKLVtYiKvryeAYQUycqsY2MIKZLFZDt9BGT3Y8nlKQSE+FlklzFHBn69PQtXb8uISqHKeVl2dZrh34wJ1OtZjVGb+ltkAzBgSRdaDm9gsd2iC5MoWsMyshicN5CVN2dq7j/moCbRNTtXYvofIywe44BlXek6vbV4A0GCq7crM4+NpUKL0hb1VaF5KSbv/0VXL18E+i7uzJDVvVJ/cyK+dxdPZybuHU6bMU0t6qtYrUJM2D3UomMTBIG+S7rQf1k3i347nv7uzDs7kebDGlg0xr8bcsXfIVf33z7KPw8DBw5k7969vHnz5i/r419Bnn+pPpkGLu3pkmcgJzadQ6J6aBWslIdFl6cxbudQHe9txJdIZnVcQoeQvjT17cKkZnM1ySnOHk70WdiZlXdmU6xWIZ1+nt54yZh602nk0ZF+pUZxdN0pTUW7Mo2Ks/rhPJoPq6/xLqtxfvdV+pYYQTO/riztvwa5XEGO4llx83FlzLbBjNsxBHdf1zTHtXXmXtoE9aJfqVHcOnWf2t2qEhCSgcqty7LyzpzUmb4WFAoFszouoZlfV5YPWkdAtgzMPDYWd19Xph0eRdtxTTXnRxvhoREMqTServkG8+jKU3rO78iEPcOo2q48s0+OV47PwA3x8dXndMjej7ldl5OndA7WPl5Ai+ENmHlsLMVqGffIH994jg7ZB3DrxD1GbuzLokuTaT++GYN/7WHSq7Zs8AZG1JpK7pLZWX1vDjU6VGDm4VF4Beh51rX2kZyUwqBKEzmx5QITtg+i5+y2FKqUm8ot9W6+esf36U0Yg6tPI1OODMw6MAwXTydyFc+alohp9ycInN17g13LjjN8WWdCCmRSEkipxCRxBlg34yCefq407Fohdbsxkqn6PyVFwemDd6jSoJBxwqzj6ZWgEAQ+qWTPfAPclL9ykS8PbyfCvkXrbFNIBZNkOnehTDi72nPpzBPRkwKAVn2rcuHIPT68DjM8KTDghc5bKoQarUqxdNR2UpLlGIxP1/7eVJ/3nNYce0c7lgzbnPZ7NRSjDljb2zBqfS+e33nDjgWHDBMGA781Gztrhq7szqUDN7i4/4YBG+PXf6tf6nPnzEMeX3upO04zyFU8hJiIWN4++iDaBkCqGr+lYQjfP0cglUlx9hDhMdVCRGgkbj4uFtkAJMQnYmNvbb6hFiQSAVsHW9HVBdUICPEjNiqO8NBIi+zyl8/FnTMPRelzq+Eb5EXeMjk4sfmcRX017FeTyG/RnNoivriNrb0N3Wa2Zd+yo3x4/lm0XcWWpanYojSzOy3RTXI0QaBlVjLGbh9MYnwS87qvMNuHenUgX7lcjN0+mP3LjrJn0SGzdplyBSCRShi2rg/V2ldgbL3pPLj4xKSNrb0NxWsXIluhYBZfmYZcrmBIpQlm+0rHvwft27dn5MiRlCpViilTpnDgwAHOnj1r8PWz+NfEPMvlct48fM/bR+9Z0n8N3z+F8/1zBOGfIwj7FEF8rOEbZMSXSG6fekDRGgV4fPUZ0d9jiA6PISY8FgB7Z3vi9Cp6pSSn8OjyU5ISkihYOS/PbrwkIS6BhB+J+GXxpXrHChxadRK5XtxjeGgER9adxsrGityls6OQK1AoFIQUycKUgyNZMWQDt0/pFjJQKBQ8uvyUJ1ef4+zuSLX2FQDwDvRk1olxbJ+zn/Vjfk+j6xkXFceh1Sc5teUCM46NJVfJECQSCe3GNSNP6RxMa7PQYPb36/tvWdDzV3bMPcCSq9OxtrEiV8kQFl+dzriGMw0WeJCnyDmx6RwnN5+nUf9a9JjTHoCJu4cxt9tyjq4/o2ugeuh//xzBgt6r2bXwEIN/7U5gTn8Cc/ojl8uZ220lCoXC4EPmxvF7dCs4lNajGtFvSWdkVjIm7x3GwIoTjGboJyUms3zoRu6cfcTgZV2o1rYsgiDw9NZr3j01IIqvIg1vHn9kUPVpTN4xkLlHRpCcnMKa8Tu5cvSeVls9UgysnrQX30xejP+tJ9N7riFr3kB2rzxpmDirtoV9jeK3uYdpP7QWZw7cRqGAr58iNJ/re2bV70/svUX9NqUIyu7L6+d6JaYBhQ6BVP75FhZDSnIKPv5uvHwWKnqp1cPLmdcvvirHryPpppW0h5AaoywIlKyUi2cPP/AtNErr+FWfGwjTlEgE8pcKJmfBTPSqs1Npo66cqP1XE7Ms4BfowbfPEfSb3ozTe29w7eRDTTuduGXtOGeFnKKV82DvZEvVlqUY1XSBruSddgypVlyyq5czgdn9qNC4GO5+boxuPDe1EIj6+AzI3Tm62uPo6kC97lVw9nBiYT8TWdx6cdCCIJApVwCl6hXhl1rTUtuJjIXOVTIbj648tzwXRHXNWVLoBNDcW9x8XCySyfseGoGrlzMSqTS1Ep8IJMQlYmNnY9GEwtZRScjiY8XLtAH4Z/PlowXkEpTSc7lLZefI+tOabab0udWo1KoMX96FcffMI1H9CIKAnZMt9XtVZ/2E7SQnK8xeI7YONqCAFr80wMrGig3jt4nqK1/5XHx6GUq/xV3YNmsfd88aGKP6t6qCk7sjFZqXIjhfJjLnC6RviZFpnq+G0HpMEz48+0S3WW05/fsFlg1cZ9bGw8+NSftH8OL2awpWysOIGpO5f/6xWbsOk1tQpFoBfIK8uH7kDjPaLiQmNsas3X8T8r9Bqu6v3v/fjaioKCIjIxk7dqzJdsZk7MzhX0Oe1di7+LDFNnFRcSzoKb4ikxrPb71iaGXLZ6QHVhzjwApxpV3VUCgULO67mhVDNmBlY4WVjQxrW2usbGQ4uDoYlUGysrFi+aB1OLo54OjmiKOrPU5ujlRuXZZ9Sw4bFdN3dndk3djf8QzwwDODO14BHgxZ3Yu1Y37n8gED3jKU90mZtYyL+64REJIB/6y+DF3TGzdvV7bO2mv02JISkpRe1OQUpDIpNTpWRCFXML/XKqMP+8T4JEJff9U8YDPnycjYrQMYXW8myQYe9GoCdf/8Yy7/cYuqbcoCMOq33vSvMJEE7QIBepJ0X99/Z1KbxSw4ORoHZ3t6Tm/B7XNPlNqoacIIVJ46hYJZ/dYzY8cApm3tS1hoJPvWniFFi1Tq/FV5Uvf9doEqjYsycGYLHJxs6ddgQaqnWd9O1ffTRx95+/ILlesV4tGdt1w4pXpAaN/r9OzlcgVfQ6Pw8XdHsJIhN0PA1AlvHt5OhIVFKzWe5VoeWX21DCm4ezkhAUpUzMnxfbeUJF4QlG3VD1WNVrSSLEpkUnqPrkvGLN5cPP6Al08/g0QwnlioOsaOv9TBzsEGF08nZbVFEcmEmUL8GbqkA1KZlB1LjnHr7OO0iYaQRg+6QuNiNO1fE88MboxqNJewUAO6unqkAYmEYjUK0KhvDbLkz8S0dkuI/BqN2ETCXvPa4eLpzOOrz7l5Qq9SoDZh1Pse7Z3sSE5KJmeJEM7uMF8OOc0QVOFNlhBZQOOVdfNx5fUDLX1jM+Q2PDRK5bF2skivOOFHEq7elsUu2zkpczrion+II90KOTIrKQHZ/Hj/TDx59g70xDujBzZ21tw5/TDN5/oOAoVcgUcGNzz83KjSuiwnt5wXPenpOKk5KckpJCclc2jVSe1ONMegj7xlc1K1XXlKNyjG4n5riImIFdXXkFU9SUpI4vOrL6wft9V4Q60JZY1OlWg3vhlWNlaMqjVFVDU/Vy9n6vWqjq29DZcP3GBut+Wizkenqa3wy+yNX2ZvRtWeKoo45yyejYb9aiGRSHj35CMLeq78KZnGdPyzMXbsWKZOnYqXlxctWrQwKVX3s/jXkef/VSgUCn7ExFusmRodHsOjK88s7u/RlWe6diI8k3K5gq0zU0myzEqKX7APAdkz4JHBTVkhzcBD6vPrrwwoOxYbO2uyFgwipEgWchTNSpNBddg+x3hp2j/WnOb+xWcUqZaXwlXykbdsDgYu78qsrrrLgNpL7XHR8ZzZeQWZjRWl6hQic+6M9JzVhvl9VV5AI1rOuUuFEB0ei4OzPb6ZvGgxsCbrp+/TPTd68c15imfFP9gbqUyKt787ZeoU5My+W2nibTX7EARyFgoiOjKOAqWUMePemTwIfR+e1kaLDOcvkYX3r8Oo27I4FWrl48LZJzrj0nie1YcmCNSsX4jY2ARKV8qJb0Y3ls09YvQ8A3j5utCmczncPZzw9XenQLEs3L7+KlVBAy2yqCLVrp5OTFnYGndPJ1LkCgKCPXn/JkzZTI5BIu0X6E7tFsoY+MPbr5E5RwZePfmkVZBFSFPZUCKVUKBMCE4u9rx99pkCZbJzes8Ng4oc6m9UoVBQoVFRnFWJWAFZfXD1dibiS1TqOdarSqjeXrlFKTwzuJHwI5HClfNw8/TDVAe6CSWOknULk61gZhLjEwkpHMylAzdJSkw2S6BtHWyo37MaAKe3XyZn8aw8umKk+IgekXZ0c2Dc9kEE5QrgvFQgW8HMPLuVdvXIEApXyavJk6jVuRKXDtwwXuhDq18nd0fKNS5Owo9EanaqhH82Pw6sPGG2v6BcAeQqqbzuO05sxrndV7l+9K5Zu7rdq+Du64Knvztdp7fi1182m7XJWyYHpeoVBqBo9fxIJALPbr02bSRImLhnGAHZfHl4+Tml6hfl4j6VI8HE5LN+z2oUr12IsE/h5K+Qi3M7r5jUcBYkAu6+rsw+MRY7R1sSfiTin81PFNEs16QE/ll9uXf+MQUq5ebygZtpjkF/vPnK5aJi89IkJyXjE+iJrb2NWcIYUjgYP1WuybObL8lVMsSw51kLEqmEuj2qYWtvQ0pyCmUal+D2qQekJJv27DUdWl+T/J6jeDayF83Ko8umC65kL5pVs0qbmJBEkeoFuHXyvsmiK1bWMgat6olEIlGuZD94R4YsPhbpc/+3IEdA/herYfzs/q9du8a4ceO4ePEiSUlJ5M2bl0GDBtGsWTOL9vPlyxemTZvGgQMHePfuHQ4ODoSEhNCuXTt69uxp0b7WrFlDSEgI165dw9HRstAysfjf8tOn429FclIK75585NK+60ZLC2sj4UciDy4+ZffCQ0xvv9gkcVY/BN4+/sCuhYcZVW8mjX27c3zzeXyDvFKb6ZH+lOQUrh27x/SOy2gR3JdZ3X/FJ9CDCk2KGyXOSASObDxP56KjmdVzDW8ef6Rxn2oEZPExSpwFQeDmmceMbLGYF6pqZI26VTIbt/vo9ls+vf+u6bpgyWzKcamVLKSpiXEKiQSFVOD79xgKlcyCrZ01Dk62yu2qzxQyidK7K1PaKaQSpUJHFi+yhPiSr1AmYn8kIpdJTL4+f4umVIUcSGUSmrUtRei3KM3+1XHKCvXYVH1KZBLcVUlVlevkJ/RLdGoMtlQAqZAaL606pkxaSgsevs68e/0tjaqHpi/V/9kLBOKkSqD98jGCqycepImF1o8vFwSB8vWV5Onz229smXeYiK/RaScpemodGUP8CCkYBMDNUw/YPOuAbkiDoQRUQcDKWkaRKnkBCH0bxuF1p3VWfQRBSHOtqpExewbN+wzB3rqeXFMQJER9jyVbwcwANOxT06Kyxe+efqLpoDoANB1cl/fPQjXnIc1LC9HfY6jWthw2dtZUaFaS0LfmqyMCfHwZSqtfGgBQs1NF0ccps5ZRonYhshYIwlVkEt/rh+9p3L8WoIwjNxi6ZQC29jb4BnlTqUUpXW+8iXMSH5dAYA5/PPzcyFk8xHzxE8De2Q47R6VnvETtQnx5+9WsjZW1TKPmEZDNlzcPTcS3a40xb9mcgPJ+/eDiE1Ge1nJNSgLK++mx386aJc4ARWoUwC/Yh5QUOdvn7Gdp/7VmibOrlzN1e1YjJUXOvmVH6JxrgFniDNBrfkeSEpPZt+wIHbL1ZemAtWarFbYa1RivAA92zN1P+6x9mdBk9k9VRUxHKk6dOkXp0qU5f/48zZo1o0ePHnz+/JnmzZszZ84c0fu5ffs2efLkYfHixeTOnZuBAwfSqlUrHBwc2L/fBE8wgvDwcGrXrv2XEWdI9zynA0THw5rfz187F0tKSubWqQemG2mRm7joeI5vvsDxzRew15IoNFYEJSVFwYltlzm58yrFq+ejUtPibJix3yBxVr3h+b139K87l4ZdK9JmUA1yF8vCgxuvNJ9re5AVEoEUhYIFY3bxLTSKtn2rUqBUVg7vvpFKHLW9yKptb199Y+G0gwyb2BB7Bxsk1pLUaAX18CVatgLs3nmdBk2LIZVKeP36m9KzawSCiiM8f/aZQoUzc/3qCz58jFASeXUYhJpHaLzPKD8HUlLkzJ64l8TkFCVpBpBreZ0FBSgUKBAIzKr0Zj249YbJg7YoQ3AkgsZTrVMQRQKCHAqXU8orHtp6mSVjdpKSlJJqow0tL3T2gpnIEOTFlWP3mNV3PTGRWkv36tLe+nrQQOXmJUlKTGbVuO3sXXEC5Hox1Xr9qJG/Qi7sney4fuwu0zouIybCcJxnmn0BgSry/P7ZJ0Y3nG3R6lN8bAJJiclYWcvYPGMvEd9iRP8Ov7z7zusH7wjKnZGrh26ZJTraOLjqBDmLK5WOnt0Q5+lOjE/i2KbzNO5Xk/DQSL59Chcl4Xd291W6z2yNRCLh9plHomyiI2J5cfcNWfJl4uKBm8SLLE/94fln8pTOzuuH77ly8Jbpxqrz/CNWSUYjvkSyXmQ8sb2zcjIYGxnH1DYLSU5KMVtC3C+LD1KphLjoH4ysM51PL0PTtNGHrYMd2YtmISYiltH1pvPggulkOjXKNS3J988RTG4xj3vnxMVj1+9VnXdPPjKr0xIeXX4mSg+6yZB6PLn6nKUD1vLq3ltxY2tSghd3XjO5xTy+vhM3cXNycyTs43daZuxu8eruPwEpCoEUxZ/0nDbRhyVITk6ma9euSCQSzp49S4ECBQBlyESxYsUYOXIkTZo0IVOmTCb3ExUVRf369QG4ceMG+fLpqob9TPnsvHnz8umTuAnzzyLd85yOvx0/XRBFv5k50q8dzmEo0dCQlrNEucR++chds8RZLZ+WkqJgx/KT9Kw2i+Dc/mm8zWrirLERBDYtPcn8cbvIVzQYQSpNJc4SlARU7V0WlN7b44fvcni/8mFu72Sr9OhKlR5atXcYiWqbRODTlyjOn1M+KN+8+6bxBBt6KWTK1/Pnyofx3n03ldtUHmCFar9o/y+TIMiU52bbpks8evRRNQaVx1jf66zaHpjFi5dPPzO2z0YS4pNT2xvx1CukEgqVDWHt7D9YOGonKSmK1M+1bbS/b4mEsnULsWbKXiZ0WElsVLzu921Ezk4QBHIUCWZQzRlK4qx3jZjSDy9VpxA7Fx1mTJN5qcTZUOEdA/sKzOFP2KdwRtSZoYwD1lZUEYHo7zF8fv2FPYtNh+YYwtXDdwBSwxNE4sz2y8RExBL65ltq7LL2uI28DqridJ8aSEw2hrCP4Ty4qPQQ3jptZvKshXuqGNhTWy+KHt8HVazzttn7Rcchx6vI86pRvyuvNQPeen04uCjjt+f1/JVPL7+k+dyQYkdANj+SEpOZ0HQuz82FoKiQs0Q2or/HMLjSBB5cFBfeF1I4mPDPEfQqOlw0cfYN8uLNww/0KDRUSZzBrFNGIpVw++R9hlaeIJo4A1w5eJOFvX4VTZxBGd54YMWxfyVx/qfi5MmTvHjxglatWmmIM4CLiwsjR44kMTGR9evXm93P0qVLefv2LdOnT09DnIGfilUeNWoUe/bs4ebNm+Yb/yTSPc/p+HPwZ3mdRVYSNEicDZW+1ttusgiKkeRAHeJsJEwAQeDTuzD2/3YhjbdZh9xpJQIe3nmD8LBYfAPd+fj+u673WSt+WbkNlsw7Qo48Adg72xMVl6jZr0LQGockNQZ6x85rlCmbnTcfI5CbKPigxtMXXwj9EsnFqy9VRBiVx1npRdaEUapDhaUSXr38woa1Z5VhFqD0NqmFKRS6XmfkAtY2VozqvYGYuAQleZejjLRTe4Ilyv7UnmBbe2t2rzvP2T/uGE4s1Chs6G4+tPmSjhyXTjKhfrKgqm9bRxsmtl9GnNpLrZdIqLMfNVRKGxf23eCGfqKf+nMwWNJbvS83b2dG1J1hOPxBO8HRCKK+x7Bx8i6zy9aGcPXwbRr0qc71Y+Zjj7XHk5CQxPEtF/DwcxVN8kHpXb995iFPb760aJynd1zG1duFbx++m2+swt1zj6nYrBTXj90z31iFDy8/8+XdN05tvyzq3IOSPD+8/Ixjv+nJzZlJ9Ny/4pjZJE9txQ7/bL7M6riUm8fFH493Rg8Glh+f+lsQUa0wMSGJwRXHiQo/UePLuzBWDvvNwAGozqGBiYg8Rc71I7dF96FGgshVhP8l/BPVNk6fPg1AtWrV0nxWvXp1AM6cOWN2P1u3bkUQBBo3bsyTJ084evQoP378IEeOHNSoUQNra8skKkEZtlG1alVKlSpF27ZtyZ8/v9GS4+3atbN4/5BOntPxZ4Vs/LdhzMtnLM5Zs9GInYXEWcdrqtqmMLBNu51CELh8/mnqZ9rEWYs0q0MyfiQmM3HsLqTWUi1PttJcqXSh+/7ek48cO/GARIUcZOaJwNMXoew/eJsUlMl96nAOFKqXHpmWAzOnHyAxRZ76kFcox64k2wrVezUxVrB49iG+f4/TmsQoNNJ3aUi0HOJ/JHH28L3UiYIqlEMjaaeGBI2sHQoFH1591SWu+moc+smCgqBZfteXu9PZpr4W0A3j0CHOeuEn6jbGCPTGKbv5Yi5WWZug6n2HV/64xdmdV0zbG8GDi0+5sOdaWo+cCEL8x+qTlDBTfdWYXXycYQJkbDXp/J5rBGbPYH61idTv5d75x5zZcdmicJQPz0PZMf8PXRv9c6F3/uOif7C4/zrTnmo9Iv359VeOrDstelyCRODcriuEvhHvbQU4uuGs4XGZkLd7rcrhsARmpQ4N/SbS8Y9EVJSuCo6NjQ02NjZp2j17plxhyJYtbcE0X19fHB0dNW2MITExkXv37uHl5cWiRYsYN26cjgRwcHAwe/bsIW/evBYdQ4cOHTT3+9WrVwNp7y0K1TPhZ8mzoLBUGPRvRFRUFC4uLlSgPjLBeBW8dPwH+DPIswVeZ5MhGz/rdTZRRVD9mdliGoa8zsZCNXTaiSDO2t5uoyTZOGlG5VnWeJj1CLN2rHOqnXKTq6sDEZHmdVaVp0rA2ckutb1CkUqg5ar3as6pUCCg4rBa3maNjUIB6s907BV63mmF6W0qW8171XaNIodC7zND7UFDoJWbtG55mv3Iddsb+kx7m+ZwtdvrEQhjt1YDJDrNvsRCrsDGzvrnvXESAa8Ad76+F+/R1Ya7ryvfP0eYbKP/e7WylmHraEv0d8u0dT393fj2wXxisjkbU+fZ2tYKiURikXyZlUxqVBLUJETodxs3/RMf2//BOCzv659JN5IVSZxmL5GRkUY9lP8NqDlQsxNtsXaw3ANrCRJjE9lWOe3qwbhx4xg/fnya7dWqVePYsWM8e/aMrFnTVnr29/cnJiaGyMhIo31+/vwZPz8/pFIpEomEadOm0bZtW5KSklixYgWTJ08mMDCQx48fY2trK/pYxISLqNG+fXvRbbWR7nlOx/8uDHmjDZH3nyHOBgix+rM0xFlPrs4UcdbELhshzWIIc6oNhMfEQdpK9AaRolAQHh2XGjKiEFCgjLxQMmXVdrlC+Zn2dkFNlAXls1ihidhQvpeg64lWh3PIhVSBJCm62/S80NreZvUKo6gwDrWknZYHWrlZL4zDWCKhEQ+0cohaYRz63mVj3jYTXmiLCbREICEhyaLQCX38LHEGdIiz2FLdSYnJJFlInAGLibMxG1PjTIy3PPQlKTlFdIiH7kCMh3WYN1Vdw38GiRZZiOdPQboH+h+Pd+/e6UwgDHmd/yyovcwpKSn06dOHwYMHaz6bOHEiT548Ydu2bezYsYM2bdqI3m/FihWxtrbG19eyMvSW4F+XMOifzY/SDYoZLEFtClkKBOEd6Glxf0G5M2oKCVgCQ+W4xcDa9q+dXergf93rrG9jSZyztp0hj7OBsRklzmp7Q8RZnbgnkaQhzppS1urkO4n2C2VSn/5nUgGFFJ3tclnqS3cfei9p2hcSJVFVSAXkUr12MtU4tPehdUya8Wv2L0kl+ZrzoxqrtlydapKgMHQe9bz5BmPKDUxYNNeK1v9prgvBwHesf70Y+N51VzUMXI+G9mfk/mVKPN1LIAABAABJREFU0u6fAvUY9V//C/iPj8mCRE/djs0nGRo2E18K3Gz/fxf+R66VvxMKlc7zX/lSqNwYzs7OOi9j5NnFxQXAqGdZ7TU3Be3P69Wrl+Zz9bbr16+bP0layJw5M6NGjbLIxlL8K8jz/AuTGb9rKN3ntKdk3cKM2T6YNY/mU7dnNWzs0pJNR1cHtoeuZs7pCQxY0Z1GA2pTsHJe1j9bxJDVvQgIyWCgF6WY/IYXSxi3cyhtxzWldINiVGhRmtUP5lGxZRmjhL1uz2osvzmL/su7Ub1jRTLlCqDjlJYMWtUTjwzuRo+r14KOzDw+jjZjm5CvfC6sba0Zv2so5ZqUMHk+phwcychN/anWvgLuvq7YO9nxy2/9cPU2fqFaWctYfnMW3ee0J3fpHEgkErIUCKJc05Im+woI8WPRpak06FMTVy/lbDRXyRBczOitlq5flPE7B1O4aj7NQyhDViOzQK0bd7PBdegxqw2e/qnnzdrWSMiO1vfRZ147anQoj0QipPnMWH9WtlYMW9aJzLn89farTbLTvvf0c6XnpMZYWct0CJtR4qwigjkLBVKlfgFVW6VOs3aYhlrJQk02EQSQCVSskpuAQI9U0qxNjDVEFxXRVW53cbenZtU8aQizNpE29MqZKwN582VUEXCU9lI1CUZDlvWJdPXqefH2dVGNG11vumoioE2iFVIBKzsrmrYrg42tlZZXXfVSE3f98ylRyt3ValHC+HlXf1d6BLpUjXwUqphL57s0S6AlAvW6ViRTdr+0BFrrOjFEoJv0q5E6iTZGoA1cp3W7V8HVy9kiAieRCFRrWw5nD8t0Te2d7ajUopSyhLMBGCPJHhncqNSilEV9AWTKFUCxGvnVgxb9ylc+FyFFslhkg0RC+aYl8M7oYdEYHVzsqdSiFDb2NhYR6aDcAZSoXUh1bEKaa8QYitUsQLZCmZX/WECi63SrgleAu8pM3HVibWtFqxENDD43TfUbEOJHw741RfWhjTKNilOybmEDfZkeb9txTcmcN9Civuyd7Oi/vBvOHuK0wNUIzBlA74UdLbJJR2qss6G45s+fPxMTE2MwHlobDg4O+Psrn7+urq5pPldv+/HDgFqWCbi5ueHubpx7/Rn4V5DnC3uuEB0eQ7aCmWk0oA5SqQT/bH70W9KVTW+W0X5icx3imJKcwppRm3l6/QVe/u406FuLrjPaILOSUb1jRVY/nMeoLQMJzqerP/j59Rf2LTnEj+gflGlYnNFbB9J6VGMCQjIwclN/VtyZTZlGxdPcSB9fec7lgzfwC/Kmx5z2rLo/jxodK1GzUyXWPV1Ih0ktsHdKW1r2+pE7fHj2kYrNSzPn1AR2h68jT9kcjNk2mJnHxxGUO6PB83Fx71Ws7azpvbATWz/+ytyzEynbpASrH86nRqdKBm2sbKw4v/sKBSrkZv65Sfz+YQWtRzVmzO8DGbmpP07uhh+6yYnJPLv5krbjmvL7+xVM2jecWl0qs/zmLPKVy2n0Owv/EomVjRXTD41k7cO5NB5Qiw7jm9JtRhuTnvxvH75Tok4h1j+ex4BlXcgQ7MOI9b3xzeRl9AEmCAJxUT/oPbstSy5MpFDF3Di62lOtTRnj5Aiwc7TB1dOJhcdG0rxfdSQyGd6BHkikEtIkCGqRMldvZ8rXLsDUjT1wdLUXRZyRQM78gQwc24A8RTKn8T4ri4KQui81KQaaNi1G27al0nqZJegQZrlMQCFTEl4fH2dG9qmJp5ejhggbfEl0X41rFaRxzYKppFwiaLVNJczaRNrTy4mhg2oSnM0nrSda7VkXtD3OSlLcol0ZmrcrpXyQa3ucDXih1f/b2Fkzcl4rytXMl3odqc8ZqedU8161PUueAIYubEu+ElnTrCKYItClaxek1/SWZM6TMc31o2OjvR+gXOPidJ7UjAzB3toXqsHrV5tA5ykVQp957XHzSb2fiSFw3oGeDFnZzeIVL1cvZ35Z2wsv1WRVrOc1MHsGhq/piY29iSVdA2S2eK2CdJna0vTk1gCaDqhFtbZlLbIBGPprd7IVDjZMro0gW8Eghq/piVRPG93cuanZsSKthqf1npki0YIg0Gd+e0rXL6L3genzk61QMP0Wd9ZxBInxQrcb15TGA2pj72yk1LmBfm0dbBi3YwhlGha3aBW2QMXcjNjYj5zFQ0TbCIJA38WdaTmiEb5B3uYNVPDJ5MX8C5MpWr2AWccOoJk8VGlTjsVXp+GTSXxf/w3IFcLf8rIE5cuXB+Do0aNpPjty5IhOG1OoVEnJWR4+TFvaXr0tKCjIorGVLVuWK1d+LolaLP51CYNNh9Sj6ZB6vHv0gbeP3/P20QfePHzP6/tvTSauDFndi6rty/P1XRifXoby6WUoH55/5tj600btbOysWXR5mmYGHPE1im/vw7h84AZbpu0mMT5tko4gCIQUycKsE+M0FaRASSZXDtnA8Y1nDfbl6u1ClTZl6T47NXg9JTmFfcuOsGHcNmIiYtPYyKxk5CoZQsN+tSjTqLhm+53TD5jfYyXvn3402JdvkDelGhSjQZ8amhKsYZ/Cmdt1OVcP3TJoY2Uto2jNglRuXZZS9Yogs5KRkiJn46QdbJ66W7calxb8gn2o070KNTpU0HgEbhy7y5TWC1OPSe+GLZFKKNe4OC2H1ycwpz8pySlEf49ldINZvFTrgRpYHvcJ9KTj+CZUbFqC+5eekat4FmZ2W8XpHVfSEiN1TLNEQu0O5egyrhGvHn7gye03JCelsHrSHhX50iJaWmTML8iTSWu7Ik9RMLrraopVyMn+zZeNEmf1/0MnNaJIqaz07fAr38NiSZTLdcI0NIRRK3yjVOlsTBzTkLbdV/P+U7iKZGvFP0v0/hfAztaKE7/1p//UHVy59yb1NJn5ta+e3Iqr996w4vfzOmob6mRBQZ0IKE/9v0OLUtSpnp8WHZaTkiJXttVKMNTYqJMCFQr8/VxZtaE7S+cf4eDuG1p9pSYP6icTCgoFAyc0pGi5EHo3XkT4l2iziYRW1jIcnGxYsGcgrx59YGKX1anKAJpKM7qJhOorK2M2H+YfGsbBdWdZNX6nbjyriSRCVy8nVlyexPHNF1k5ckvak2wikXDM5n44uNjzS+3pRr8j7bGqUbR6fibtGkw9j84Wxe26+7ry+6vF9CkzlmcWaC9nCPZm7f05dC00nLePVfcZEYS4cotS9J7Tlkb+lpXbHbOpD3FR8czpuUq0jY2dNfu+/sqw2tO5c0acXjFyOQ16VaNRv5q0yzFQlIn6u1hzdxYnf7/Ixqm7zfSR+t0VqZaPyXuH0j7HQONKGgbikacdHIFEKmF4jSlGTNJeYyGFg1l4cTKzOy3j+KZzBqx0+5RIBORyBaO2DCBP6Rz0Kjqc8NBIk2ZSmRRHV3u8Az2ZfXI8Z7ZfYm7X5Sb6UY6zYOW83Dn9gEEre1ChRWnGN5plVsZOZiWj8aA63D3zkAm7h/L51RfGNZxFeGiESbtS9YuSIYsPAdn9qdm5Epun7GLt+M2clO/+xyYMNj7eHqu/OGEwKTaRnVXWiz4HycnJZM+enQ8fPnD58mWN1nNkZCTFihXj9evXPHnyREN8P336RGRkJH5+fjrhGhcvXqR06dLkzp2b8+fPa7zNnz9/pkiRInz69IlHjx4REiJ+Evb48WNKlCjBoEGDGDly5E9pRZvDvy5h8OCKY2yfvc8iG4lEwu8z9rCg50qLsqJtHWxZ1GcVX9+HEfYxXJSOqkKhICU5hXndVxD5NYrIb1Gqv9Em7SO+RBIeGsnaMVv4ER1PXPQPfkT/IC7qB67eLgbJc3JSMg8vPaVMo+Ic33iWlKQUkpNTSElKpnrHiuxZ+Adhn9ImzHx+/YWLe69SvmlJEn4kIpVJkcok9FvShSPrTrNl2q40Gp9Jiclc3HsNqUxC6fpFAZBKJbQf34x85XIxvd1ig5OQTy9D+XX4JhJ+JNJ2dGMAClfNx6ILkxjXZA5vH6etAiRPkXN6x2XO7bnGzEMjyFsmBx5+rsw+OopxTedpih9ooPIChb79xvROyzm49jSTdwxEIpEwdHlnkpKSubD/ZhrijKBM0Dqw7hw3zzxm8MJ2NOhSEYCXDz5wau/N1P3rhW98evudwU0XM25lJ+Zv64ODky1hX6K5eOKhUeKsEATmT9vP7BUdGT+7BSeP3ufe3fc8fPBeQ5yVoRxqD6xyrOevvuDVm2+0aV6CmYsPY21jxY+EJKU3WIswp/4ViE1O5tPXKDIFuHP5QSp5NjdTDvBzY+fxO0qvs4Y0K8mv8iWgySJUgAQJtavl4+CxuySjSsDTTiSUK5TVBlFK0vn6ORMXk0DvgdV59eorfxy8rfS6KxRKwq1OH5ToJhO26l6e0A/hVG1QkJHd1hEeFosmMVAvkVBQJSYGZvOhQp0C5CuRlbiYeGb236ic5AmCbhKh6n91wl7Rqnlw9XCieb9qPLz2kjWT96ReN/oSd1rbvTN64ObtTItBtYn8Fs26ybtS+zBwvWqTaIlUglegJyXrFmZii/lmviVdL7dCoSBjiB+hb76RGJ9kUayuWqLOzkjYhjF8/RgBgE+QN2+ffjbdWAvfPoXj4GKPrYONpriIDoyMPeFHEtbqFQpzUJ1XB1VJ91gj1R4NQiIhKHdGXj98b/i7MwBBEMgQ7E1ANj+uHb0jog/VMcgV1OlametH75qWoNO61tx8XMiUM4DCVfPRr/RoEyaChkDnKJaVL2+/MfjX7lw/cts8cVb12WNOez6//kKZhsUYXHG8WeIMUKVNWXIUz0bpBsW4dfI+83usNNOPgK2dNcPW9eHj889kKxzMyFpTuHsmrRdSH82H16fpkHq0G9eUi3uvM6vjEoMOLW14BXgweHUvHFzsif4ew6haU7l+9A7yv1Nx5H8EMpmMVatWUb16dcqVK0eLFi1wcnJi586dvHnzhtmzZ+t4jEeMGMH69etZu3YtHTp00GwvVaoUgwYNYu7cueTLl4+6deuSlJTE3r17+fLlC1OnTrWIOAPMnDmTvHnzMmHCBFasWEH+/Pnx8fFJc28UBEEjZWfx8f+U1X8RcdGWxb6AMqPTmBfWFCK/RXHvXJTFds9vveL5LfFeHDVOiLmp6SE5KZmlA9ZaZiQIfH79lf5ljN98jeHczivUsm+NvZMd9i4OOLjYY+9sh6e/u1EPvlQm4dTvF7h75iEeGdxw93XFw8+NRv1qsXn6Xr4YKg6B8kFxatslnt1+TWD2DASE+DF5zxBmdlnBBWMV0SQSfDN58eLuW7IVCMLa1ooRq7oxse1Srh4zUMRChfi4RJ3Y6v6zWvLu5Ree3/+gE/+qTaSjI3+wf9NFBk1rhsxKSs/R9bh97RVxcYmGFTWkAolJcsb/so2VG7vTtXcVjh+9x4PHH3W8zWrSrAnNEGD99kuMG1KXZOScvvyMy3df65BlDXmWpBLpV5/CCMroibu3E9/CTagbKMBVFVbk7GDL628RpFgptZqVHmZBy4uMkmgqBBpXL4hMEPB0d+TAyXtK4q8h2ypiK6A8NrnStljJrNSulZ8sWXzo03MdKapTpEAwqMihUICvnzvte1cmMSGJzb+e4dbVV1qhFqQpkKJW4qjTpjR125TiR2wCvevMIU6rsIyyoWECXbtdWYpVycPXD+FM675G6anWEO5U4qNTcEIiULJ2QZoPrIWLpxMDq05N9QAbK5Si3ifQc1ZrZFYyQt984+qRu6KJG4CHnysZQ/x4/+yTRcQZIEGlt2znZIdEKkn1ypvxIiclJvPtYzg+gZ44utqnLUduZBxhnyIA8PR3J+xThOiKb4kJSbg42mq8oSYhCMispDi5OQAQE/XDOOnWmsBY2Vjh4GJHplwB3FeXsTZ0HvS+l2I18uOX2YeIr1E8u/k6zcTGEIpWz49nBjeK1y7EhObzTR8PaK61yfuGo5ArOL/nKo+vvTBjohxHpRalKd2gKA6u9oyuN9N8XygJd8N+NUlJkbN80HoeXnpq1kYiEWgxvAEBIRn49OoLszstNa//DDQbVh9Pf3c8/d35fcae1AqFJhCYM4DWo5tgZS0jNjKOk1vOmSXOEomEX37rh7MqRPHLm698eWdGX/0fgn9ikRSAihUrcv78ecaNG8fWrVtJSkoib968zJgxg+bNm4vez5w5c8ibNy9Llixh3bp1CIJAwYIFWb58OQ0bNrR4XOvWrdO8//Tpk9FS3f+vyHM6/vuQp8iJiYglJlLcREYuV/D+6SfeP9W7gM0obHz78J0DvyrLJKsfSDZ21vhm8Ul9iGo/FFUPumObL3B8y0WsrGUE5w8kV7GslGtYlNB333mjHoMmLlZp8/1rFIPrz6VQ+ZyUrlWA4lXzMHZVF/rVmUOE2supF0+bAnwLjeLmhWcUq5ADL18X2verytIZf6Qmy0kkaeKb6zcrhrPKK1auQk6WLj9JeNQPg6RZIRFwcLKhSKEgJIJAvar5ef05nIsP3+h6nDWxwcptLaoVxN7OmrIFgwnyd6fLrG0GT7U6XCJ7Fm8GNlPGp1UtmZ3oxARevg/TEGZBrtAiz8pKf1kyedKgSn6+R8RSq2o+1m+/hDxFjkIhIKSodq5NohVQsFAmsmXzJT4+iZp1CvDieSjJSSmpsnZCaoEVtd+5cm1lyVZrGysq1szHiQO3+fjme6rEnfoy0npO2zvYULmBMlHJzsGGhp3Ks3zCbuTIU4upaF83KgLt7e9GkUrKpEIvfzdqtinN9sXHMCpjp76GFHJK1iqAu48LSYnJ1O1SkZf33uqudBki0apxFKmclwxZfHh+5w2VW5bm2KbzaYmbETL9y7re+Gf1IfTNNxr3q8nOhYcMttOHi5cznSY2Iykxmcb9auId6Mn+lSfM2kmkEjpPakZKcgr1ulchU05/lgzZaNbOP6sP9btXAWDoiq5sX3CI8/vNl8/tOLYRQbkCcHZ3ZMS6XkzpsMysTbGaBanXTRlL2WJwHfYsO6b0JutD6zpISU5h0ZnxOHs48j00gnKNinF219W0NnrfS42OFSlSJS+fX3+lcb+a7Fjwh9buDRNpL393BizpjFwup0CFXDy49DRV99rI5MA3yItsBTMDyslL3rI5RZXPLlGnEN6BnsRGxVG7W2XWjTV8L9BGzU7KFTipVELtblU4v+ca396bLtBSrmlJTQy2o6s9peoX4ej6MyZtvAI8aDpEGSf+IyYehVyOrb2NyVVaiUTC4FU9sbKW8SM2nuMbz/LusXnnWKtRjchXPhcxEbGc+v0CR9ed4u0jA9dEOixCsWLFOHTI/D1n3bp1OqRWHx06dNDxSP8nePXKcuelpUgnz//fYKFnyvh+xM1S/wwZJe0HUEJCMm8efhBll5SYzJMbr3hy4xXa2s36xFm9PSkhmSvH7nPlxEMkUgl5S2Qlb4lsnDt0Jw1xVodZ3L32irvXX5Mpmw+NOpalRuMiHP/jDk8ffTKq37x65Wnu3XvPoGG18PR0ombt/GzaellP1SJVBi4qIZGLt19Rp3JeQCAoowdyGbrhHSrSrH7/+ls4BbIps5hvv/qI3IBgiSryAoCX38LJ4q+UciycIyMztp9CkKFFngUdIq2QgJur0rPn4mzHrSfvSRYUysqEclReYy0SrQrByJ9PmT/w6VMEGzZeIEmhQJAa0IYWBEiRIyBQpZZSneH+7bdMH7mDr58iVN5sI3rQQOUGhbB3tCH8WzSLx+zi4tF7qeEdEnSqEWrHttdsUxqJRMLXj+HMHfAbt849Sb1W1AQaUr3QKqLj5O5E3lLKpcUbJ+6zbPhm5aRAMKDdrOdVFgQBT5VqgoOzHVePGFn6N+IFDQ+NJH+5nHhmcGfrnAPG2+ohMiwGv2BvrKxl5C+Xk19H/Z62kYH7hVyuIDkpBR+V9OfBNadEjfXDy6/kLqk8RzmKZuHlA3HE5cPLL7QYXAeAayJLbT++9oJxm/oAkL98Tub3X2/8nKi+C7lcGXJna29D8RoFWD5sc9rjN1Jm2sbOmkw5/Xn96IPRVQPt+5g6IVQikfDl7TfdgjHa90wtIp21QJDm/bObr7h3/onu6ocBZMyRQZPXcnHfdTabi8cG7BxtqdiiNAAnNp9nUd81xEbG6YYqGTi2ViMaAXBo9QlWj9xM5Ldos311mtoKgG2z97Ft1l4iv5pf6a3ftwYeGdxYMXQDh1efNBjSqI+cJULIXjQrk1vM49K+62a91P80/ExC38/08b+CTJky/eV9pJPndPyzYAnZNuB1Vm7WCrMA00RfnTio95CUyxXcufQ81eOs1achZY03L78yd9we1i09Qd7CQTx5/FlJ0iSS1CIm6rhmicCVay/o3GUVvftUpW6dgmzefQ05ilR1Cw15Vr4/c+sFU349ytjuNcgc4IlcJuiGaWiFaygkcO7JGx68DSV3oA/vv0cht9KL9dIizgCfomNISErGxkrGuhPXkctSwzYUOgmCqUTazVXpPV+05SzXHr9DUJf0VhNnFYkmRTnWoEBPXF3suffgPSPH7VSuXKhipAWUBFsZGa10UyukEnLmzoCfvxub155jw4pTyJPkWt+vMi4a5WGrtgFyqNu6FKcP3mHppD1EfY9NtdEm0KATMy2TSajWoiTHt19h+ZgdxEb9SL1G9IulaIdxyBUUq5YXqUzKljkH2TB1jw5hTlPOG3S80K5ezljbWBEbGcfYpvNFkQ7t/Xx89QWAl/ffpYZ8iMSpbZfJXzYnsVE/eHHvnejJ9b4Vx2nSrwYyKxlvnnwS3ef+VScZsLADcdHxfH79TVSYyaWDt0men4zMSsbts49E2YR/ieLjy1AyBPtw4vdLphtrjT30XRh+mb058ts5vn4wUDzG0GRCFZpwfMsFrh+/l2afhoi0WhXl+Obz7Fp02MTYUsOE1HJ2+1ccY+mgDXrjMkxsS9QqBMCaMb/z+4y9qqaq69GIh7t805LIU+RMbbOIU79fSNuP0li3n7qFSUpIom/JkTy++tz48Wghc95AIr9G0S5rn9R4agP5ANqQSCW8f/KRdln7iAoJUeP5zZeMqWc6CTcd6bAEf20QTTr+X+OniqL8VTDmdUaLOKs9kPoJgurPDBFnrc+QwPdvMZw+9lCHOGv0mwVdz3JUbAJTZx9k8cqThGT3VRUeIW2hEynIZbD/0kPm/X6azP7uyGVoXgr1eytB6wUrTyilet5FRCK3wvhLBskyBW+/RfApPIo/7jxRbVftS6bcn3Jsqj6l4O5iz5HLj9l09GaqLrQUHe1pjYSeFArmD+TC1ecMGruNqLgEladd7T03UFxFgCLFszJy0GbWrjildMJJ9YqnGNCDDsruy2+LjjF98BaiIn4Y/t7049iBnEWCWTJqO3MGbSY2Ol732jA0EdP6rHDF3EztvJL1U/dqVRzUm7AIBiTOJBK8Az1ISU5hSvulvH3yMe04zZDFjy9CAdg654C4CoVa+z2/9zpJicncv/TUOBkxIPMWFhrF2d3XAHittxJkrIiKIAic2nGFmMg4Xt1/Z36sqtWamKg4bp5+REqKnLvnn5g/PhUeXFGSuOO/XzQ5Ju3v5MvbMJISk/l97kHR0nbyFDkR36JYMcKAsgoY3IebjwvPbr1iQZ81Bsdh6FxkLZiZg6tOsLj/esNtDGhE5y+fi0kt5mmIs25zw/0FhPjRreCwtMRZvy8tfP8UbhFxBnh9/x3LB683nIho5FzIU+RcO3zbIuIM/Fz59H8Q/uoCKerX/xo2bdpE1apV8fLywsbGBi8vL6pVq8bmzZv/432ne57/P+FvDtmwGAZu5kart/0nXmd91Q1T49EiGjoETK+NbjEPdIiztgydRk1DRRblUoGzV5/peJzl+p5naer7307cxMnZFm8vRz5HxKSScZXHWfv9iacvePr5G++iInXCNvS9zup/XoeFc+PlBxKlcqUjS+VxVnqfBdV7VeyzHMKi4pi44ShymdIbLQgo5eUEQK4ktIKgSjoUBEK/RzNq+l5SkuWqr0BQuYwVqSoechAkKi+0BLZuuUTCjySNeoCAAFJQpKB7q9dS53j9/Auvn4XqhmWgVuJAZ5t2Oe97l7Ue/HrlvNOU8gadOOjNcw7y/tnn1OvLSDlvIE0oh3egJ0uHb+bGCeMJrQZ/u6p9fHwZyseXX3Tjc0X+1qPDY7l+7C73L2klaYn0Iu9ZdpzClfMQ+S1alDcYiUBCfBJHN19AJpNatMp0dvc1nNzsiYuJF2334MpzfAI9CX0XppvoaQDq8X95H8axTecNlwI3EoOekqJg+bDNRIXF6J53Y6XZUYZrTGi+II2soMFVChVe3HnN2nHblStMpuYdqutTIihYM3YrL++8MdE0rRd6zagt5pMy1f2orvMnZpIXDcHs5En9+01HOixESkoKzZo1Y88e5Sqgra0tGTJkIDQ0lOPHj3PixAl27tzJ9u3bLa5WrUY6eU7H/wyMPsD1vc5a24x6nQ0RZd3OdImzOrZZuyCIJJUoqz/TVOBTEWe1F1ouM0yW5VLt7YAAiw9exMbGShmKIZD6uSbJMPX9sjNXeBsZqYyRVg9d+3mk9f72u09sv3UfuRWq8Aw0Khma93IliZZJBUauO0ScPBlBNS4EFckW0CHNSjKt4My158rwDCkqAwWCXFUdUQFCijJsRS11J6RAfGKykjirOLkOgVaTbc13qitvp4mBVj+ABcEsgdZs17IxSKAB7Tjo9y9CDX+mff1pERJtkvTwynOlCoUFChuasQEfX35l2/yDaRNoReLUjit8fv3NJGk29Nt6eus1f6w5k7axGXJ7YPUp8pQ0UnnMyMT80qE7ykqBYifuCjkPLj9P66E0NTa5gg8vQjm2Welx1T9mg7HrwJUjdzi700BBBhMhCL+O3srXjwYIusZUl0QLgqAkzoYSVo0ejmCSOOv0pyVtJ4o4pxoajYNOx5+H9Jhny7Bw4UJ2795NmTJlmDFjBiVLplZSvnz5MsOHD2fPnj0sWrSI/v37/1Qf/7oiKen4D/A3ep4tDtn4M73O6v0Z0HXW3qZDnNX7MkSeDS37axdCURNmiUQTdpCqmmGYOOt4mtXEWUWUNZ5ndQVAnUqAqWRaU+VP0H2v7YGWqDzdOg9Ehd5flATZWiYlMTlFs10T5yzXfaHzv0J3u8LwZ2rCqvNZSmobpfwdSq1nTYEUJaHWfKYugiJP/d9UQZXU/7Xeq8mIPPW99nb0txsppGKwYIqpz9QwQEyM3oItINJW1jLzS9NGyLGNnTVJick6RFOs5J2Ngw0JP0QkX+n95m3srTUyeWJh72RLXLQ4aTtQHoONvXVaPWkTZE9mJU3VuDdBIk0+Nk19bz/xXZt9RJsjuxaQW2Nx0CIMf85O1L7/eoqSrEjiNHv/sUVSah/p8rcUSTlYfdU/7hz8DAoUKEB8fDz37t3Dyiotd0xKSiJfvnzY2Nhw+/btn+rjX+d5trGzFnez1oNEIkFuiVcnHf8qpCHO+u+Nff6fEmf9cA0hlThrk+s0xFlNhDUEWYs4a71Hb5sOaTbhcVa+VyCXKFBJJithwOusDuOIJxlkQuo2NekVUkMetImytidaQ4LlStKuPHQtL7SgbJs6APV71V9V2IbyP+X/glyBQpWEqEhRepwVEj0PNBjwOBvxQGuOW+nhFuWBNlJIxZgHWl+FI02ClREvtEGCZEYdQhtpiLMFS5Hq+6lZwmxggmvwXixicq1DnEWGYcTFJlgU6qGQK4wUYjEyPoVctziUEdUL0D1XxjzSSjsD2t5KI8M2JlQ6jJJoc15oM4ocuk2FnyPQf6UHOj18I93zbCGePn1Knz59DBJnACsrK+rWrcvixYt/uo+/KHj1z4WbjwtW1kqeH5A9Aytuz6bxwDq4ersYbC8IAn7BPtg6pJbHrtSqDMM39CVPmRxG+7Gxs8Yjg7tODEyzofVoPLCOplqVITi42OOoku1So83YJib7AnD2cNIcFygJfpNBpvtS22nfvF08nSlcNZ9JGwRBUzRADd8gL1w8nUyaSSSCTplxBAkefm6mu5IIWNlYIZVJdbZb2RhZPdB6SNnYWauGa+SHbMTrbGWjNw80FeustX+pzHQykMGxCgISqcRouIaaUGuS4ASMEme5ToiGPolWJ+epSLZ2cqA6WVC7nQwUMgVyK+VLYaWXUKiXZKiwUr60EwflVgrNPhQyxf+xd9ZxVtTf/3/OzI3tXXaX7u4uEUFExAAVFVAsULEDFf1gtx8TAwsTUFBREEFCurt7iQUWdtnuvDXz+2Pizq0NP/r56ue358Hl3pl5v6dn5zlnXucco695ObLFu37ejypD0YHfF+6F0L81L7tXq609fOi/9f0p6YVgdJmMd1h/cPF/kPEd9nsAMj8UYZqP6RgHnGfauABdvfncCjYt2PkYJJiw+uegWPWnGhYqaM5nHc2foDMRAz9Vzac68/0zrKbLrGw7Kulb+T4McTxCScIqOX5VBRRWuS//6vSif2UQ+J/11jTk7P93wLHWwGazUVpaeQrD0tJSbLY/7s3/R8DzzOMfsbTiB34rmc1rvz1Nq27NuW/qeH5M/ZxXFk7houv7+0BoXL1Yvj35Mb8Vf8ei4u/4NvkTxjxxDcNuHcz7G17l68Pvc/2jI4jWKg3p1nVwJ35M/Zwl5XOYffpTPtj4KoNuGMB9U8fzQ+rnTPrsblp0bhqwfiPvG86CvJnMz5nBx9vf4JnvH2XA1X15f8OrTNvyOoNuuCCoKP2haXfyW8lsZiR9yMsL/sUdr49j5H2XMyflM+58fRyxicFfnby/4RUW5M/kvfWv8OC0O7lwVF9e/OVJpq57ma6DOgbtExZh5+eMr/j25Mc88/0krnvkKjoOaMesEx9x05RRPtX1zNa2dysW5M7gw02vcefr4+gzvBsDru7N2yufo3mnJiGP2bBbBvHz+c957odJDL/9YuIbxHHb8zcw6qErESv543z3v8cx8/BU7nxlLG16tlDHvXEzdbU8uMFMEATe/PUJ3lz0BEPG9MdqtyAIApeM7qc38DY2g3qEnW+2vMj9r9xAPW3+0fGRKsCH8joDzdvU46vfHuXCSzsG8T7rwIcG1hgQfcmQjvz7pesJj7T7pqPToFP/lv2g9JFRF3FZ73aVQrMOzDoEN4yP5vnLLkGyC6ZpCor2kS3ax5Q9Q7HA9T06c1WX9up4K8EhWvSCvCKBaBV47fYraNU4wRvwGASu/QG6aZM6vD7lWiKibcaDiGLaXwEArT2cXHxpJx6dMqLGAD3+0eFce/tAH2AOCdDasCCKPP7ezfQZ2tnnXAoK0KZ+oigw+dM7aNO9mWl8CCAznceCIPDgO7fQtF3DkOd7MBMEgbtfG0ujVvVCTg8Gy9F1Ipn4yhji6sb4rlMVgNmkbUPueS1IBbEqQLX7Re25/v5h+kpV+3P5LQO5cETPGvVBEJjw7Chadmpco/VMaBjHxJdHExkbWSOQ7jmkE2MfvarGEH3DI1cy8Jre1WpvPn6PT7+bVt2a+fWrHAITmyTywk+PVek08Qfo/iN68eTX91f6t1vr6DM48Y1buPHJayvv42dRcZG8+fuz9LuyZ436tevdiul73qFxmwY16nfV3cOYuu6lGvX5b5vuef6rP/8r1rNnT3766SfOnw9ePCc9PZ2ffvqJXr16/eFl/CPgefIlL/LU5a/y7p2fsvSrVcb4ilIHFquFFp2b0twEtUW5xdzV+TGeGPoSU+/6jF8+WEzaCW91u2Ydm3DNA1dw7zu3U795XWP8oY1HeaDPFF4d+x4/v7uIQ5uTDKgMjwxj5L3D+WzP2zzw4R1ExHi9w8u+Ws3kIS/yxZPfsmvFflAUGrRQ59vxgna88PNkZhz7kJH3DUeUvLv8q6fn8NL177Ds69UU55XQ/eJONGhZj8iYCMY9fT2zz3zKfe+NJ6GRLzi+euP7fPzw1xzblUzzTk2Z+OathEeG0W1wJ95b/wpvLHuW9n3b+PRxOd1MHvoSiz5djmSRGP34SJ6ZPYnImAju+vfNzDj6IcNuGxzwhz/lSCovj36XI9uO02d4D15f/BSTPp1Iz0u68Pmet7j33duI0Eo7m23bkt18MWUOoiTywPvj+fHsZ1w18VIeeO923lv7Is06BLmhAQunr2TNj1u4YEQvPtn8KjMOvcuQMRcwfdtrXDLmAm9DvxvLt2/8Sl5mIY9/dAffH5nKff8ey6T3b+eBN2/CYpWCep09bg9z3l9Or4s78PWG53h86s30ubgDr397L1Gx4XrjAO9lbnYJe7Yl8/zUm3jt49to1DyeS6/sRmLDWK/O2ZRyTQfBs2l5tGlZj8/fvYVGjeqgiGAPtwZ6ZH28uYAIL40ZRpO6sSGhWTF7gzU4Ht+zJx0a1jWAWTFBtO5t9h8/vldP2jdIVMfrqeesIFs0iNYgW4d82QLjBvfg0m5tKHE5TSn2TKBtbJd3G8MjbLzx5Ciio8OpcLrVtjrwmrz5PgAtCfTo1YIpz11Dfn5pjTzQo++4iLETLyYnozAAkn0AWj/mGiSM/9cIBl/dk6KC0qo90KZz7Oq7hjD4mt6U+0sNQsGYZh36tOKaey415l+tNGZAeHQYox++gjra27jq9lVkhdGPXEHjtg1CPAgE98aGR4Vx/QOXkdCoTuXA7QezLTo25tqJQ6v2JPot98IRPdUHmKq83CYTRYGxj1xO3SYJweE6oIO6DR36tuKauy/xlaRUwyN95fjBdB7QRtvs6nmio+IiuO2ZUcTVDf4WNZQXevjtg7l03MDguvEQgCuKAk/NfICGLetXSzuuA3S73q149vtHKC0sq34WDuC+qeO5/tERpJ6ouvqfxaq+pWzYqj4fbn6NRq0bkKHlL/fON3C76jZJAODah67gg82vk5mSrWY9qcTi6sXSvFMTEhvH8++lz/Lwx3exfVnVlS5r7Z9jjz/+OLm5ufTp04epU6eya9cuzp07x65du3j33Xfp3bs3eXl5PP744394Gf+4gMEBV/choVEdDm0+xtkjqdXWMd/01CgEQeDYzmRO7D5FcX7lFxioMoPJX91PQXYhp/ancOpACilHUistHQrQoGU9np49icwzWZxNSlM/R9NIO5Fead/+I3rx2Of3kn4qi/RTmaSfziQ9OZOzR1M5vvtUyH6jHx/J3W/fRn5mITmpueSk5ZGTlsfSL1dx6kBKyBvVM3MmGZWkPG4PhTnF7F65ny+e/I6CYJWeBJHYxGg+3PSqz9N9XkYBX06Zw6o5G4O+8rNYJfpe0YPnfnjUeEPgcrr54c2F/PjuIl+dIV4oad6xMdfcdxkj777UmLZm7lY+nvxdYB5eAFEgKi6SoWMv4JqJQ2nSRq2sdWRnMq9P/IrcrCJvHwN8RERJZOBV3bnxwWG07qx601NOZPDsXV+Tk1nkvdlKotfTLELbzo15+OmRtGzXgIzzBSjAYw9+S2FJha9Ew1Q5MLZOJK8/fS0tmibw/LQl3HhVLx7/cCFuQQnwOOueXskqMuu+MUiiyLgZc0EAJx4vaAuokCgpXt2zpLBt/L18tm8HMw+bbgwm7bOgexq0cXXs4ey960Fu+fUnNp87p2qZPRi6ZszDHhBkqBcRydJHx/PFmh18s3aXMV7tawoQ1MZH2W2UlTh48+Gr6dK6IXdM+Y6CgjJ1fYwAQy1YUA8k9Ci0bJaIJAh88P4tbFyfxNQ3l6g6SAU1ODBIEGFCQiQWSaBX/zY89tIo3n/hF5bP3+XVh4YIIoxLiKS0sJxLru3FpDfH8sYDs9i0dL9Xd1lFEGGDZvFMX/c8s99dzLyPV3j3vT94BAkmvP/tm+nUrzUPD3mVmli9pgl8e/Bt7rvwhYC8ywHmd43+kvIxH03+jrXztIwR1SgqFBZp59cz03h69AfsXW8qEV0FFF9wRXee/+Yerm42qUa5ep/9ciKOChfvPjyr2n1i4iP56eg7PDbiHY5WJ5WadhwnPDuKXkM68chl/1bHhwJG0/GzhVmZe/x9Pp3yPSvnBOZHDnqblWVunDyC6x+8nNs6TfamrQvRVrfI2Ai+2f8Oy79dzzcv/FRJwKk6XrJIeNwebn32esZOHsGDA57j3LH0gG3wt0ZtGiC7PXy48RUObznOqze+XyU8dx3UgezUPMY8NoIr7hrKK2Omsn1J5WAqCAL/mvUQi6ev4KVfniTt+HlevP6d0MWCtO3td2VPrrzrUmSPzIWj+vLVU3OY//7iSpdltVl4Z/WL5GUU0PPSrmSfy+XtCR+TtOf43zpg8LKl9/5XAgZXXvX5324f/FF77733eOqpp/B4fPlCURQsFgtvvfUWjz322B+e/z8uYHDrb7v+UL8f3/y1xn1cDhdv3jatxv0yTmcxaeCzNe63c9k+bmpyb437rfl+EwumLcPj9lTdWDOrzcIvHy5hxvM/UphTRJleTa0KC4sMY9aLP1FeWkFFqYPykgrjI1mkoA8zbpcHl8PN3HcWoshqonuPR0aRFXpe0pmdKw4EXdbZpPMU55ewY/l+bGFWbGFWmrZvyNPf3MenU77n/KmsgD4lBaVsWrSH4TcPxOORkSSRTn1b8/Gqp/n3vV9zaJvpJqp5dWRZYeOS/RTml/HyNxMJC7fRvG0D3p/7IM/d/Q0pydm+wKF5Rk8cTeeRCV/z+IvXcPnV6ivG196+kSef+J5ypxuzzllPSZdfUsbDL//E43cP4/2nbkAUBW65qg8zl+8MCs6KBE5BZvK8Zfxy/y1MvuwiYiPCmLJsObLh0VU9wogKiqSo6ycq7M0+T69GDZmV7FHvN3ouZQAFFH1YG3dBsyY4PG525aahWGUt17LghWCtUiCyQlSYjR4NGnJDj85kFJUwa6taKAXAG6kneGeu2av3XcXxM1lc1LMV970yl7ySctWhJ2seYC2IUJC1QEcE+vVtyW03X0jD+rEcPHiO995b5g3402sSigQEEY6+/SJata1Ptz4t+HLq7yxfsMfwRqsH3rRipiDCq2+/iLj4KIaP6cfMt5eyaZl2fgqCeuMOEUSY2KQOHXq0YMT4QZw9kcEv01d7+4D3HAoSTCgIAqJN4uLr+vLTB8sCzuuqLFJ7U1JSWOY7oRr61azU3NBp4EL0ryhzknkul2btG7F3Q1JggxAAnnkuD8kikdgwjqxKUrX5m8Phwh5urZFGOiZBleUV5pZU6aU2l15v060ZJw+cNR3vIMs05/sGel/aFavdwtZl+33ba8faP8AwNjGasqJyrr3vMhZ9sdo337Pe1q8ipSiJ9LqkE30u64bb7eZ7vWKgECrgVJ3Pbc9fT/L+FG559jrev+9LLzgDoQL9WnZtxmOf3U1ETDjpp7N4a8InVYKzIAjc8/atRMdFktgkgReve4ddy/dV2gdgxL3DGHbLIC4eM4AN87YydeL0Kh1UCQ3r8OTMh4irG0PW2RweH/wCR7efqLQPwMOf3k3ngWos0uLPV/DppBn/+AIqtRbcHn/8cUaNGsWcOXPYt28fRUVFxMTE0LNnT26++WZatWr1H83/HwfP/8v2R7OB5GUU1LiPy+muUTUo/UaRmZJNZkp2Jc2C39x2rdjPrpUHAydUEjilKAozX/nFPFHrU/lNPi+zkIcufR1BEIiqE0lsYgyxCVFE14nEarfgcpoeMkzLO38mm1funUHjVvVo0qouTVrW48m3buST1xdx9ECq1+us9VMEgbj4CBwONylncmjeIpFOnRvzwkvX8+yL83GjZWwQdB2v+i0Lav5i3e4dNYANR05xIivXpH/GkE0oEqSWFDF13SZeuVLVi/589DDbMs6psCyhQbMCkoIgKQiSzN78c9zWtjcDmzXieEEWeRUOFWUVQYNpL0CPa9OTrvEN2JOVRoXgBIug3lNFDR48AuZS231bNOGNEZcTHxHO+Bk/41S0wicB91cvQLdtlMig7q0Y1L0Vc5btIulsluolVwB/gFYEBFFBkWHcjRfQtXMTyiuc/DRvp8q8Iio0hwDouPhIRozuQ1iYldMnMtmx+bhatMV7cmFk1jCNs4ZbGXHzAGLjo0g+ksbqBbu854k5B3QQgO43rAv3vHQDVqvEQ5e96fWs+sNQEIgeedcQYhOiiEmIYt2CHTWCxDr1YoyA5dLickSrFNyrGwIgs1LzqNsknqbtG3JOL/Ti0y/4upw9nkHz9g3p2LcNR3f5vRkLsf46MDdqVQ9bhI205MAHYH+z2iw4yl1Ex0USXSeSkoKyKvskNIglNkHV9RYXlSNaxMrhTxaJrxdDbGI0bbo1Y8uyA9r+CrIf/YD6zuevp0GzBPZvOq6WnA+W4xt8QHrUfcNo2bkJkTHh/PbVWu/fNPM9wO+8adO9OU9+dS/RcZG8ded0n0wioTJyiKLAFROGEN8gjp0r9rNq9sbA7QkC0KMfG0GHfm3wuD28cP27uBzeQkWhbMjYAXTQ5IL71h0mOzUvJJzrVrdJAne/eSugHue89AKUKu6DoiQy5btHDJ1+ZGwE4UGkg/426uErufLOoQB4PDIJDeOxR9j/EfCswF9eAfBvK0H4D6xVq1Y8//zzf8m8/xGa51qrtWAWVFNoAgQFtYJa6slMDu88xbYVB3E5tD+U/nmjRYGczCL2bj7B4tlb+Oy1RTx79zc8NPpjjh1SX4Obs2uo84CCgjI+encZd906nTHXfcjrr/1Kdm4xt9w8AG/WCcHn260ofPbzJt76djUnU3OwWS28fMcVqudez6phDhy0QL06kYzp0cVY5Wu7dFR1yTYFxSaDTUYI8yCFebCEubiyZSsub9aWplF1mDX4FkRrBeERDsLCXNjDnNjsbqx2NxabG4vNw03tunFz+x7Ui4ji4V4XINhksMog6QGDihasqMpL+rdsSnyEesOaNGwgMVH2IDmpfbf/usFdjfXv1bEpjerHegMEBV3rbHrQEAQ6d2xETy0oqrzMSUJCFLJJOuMN6MRHAz36lgsJ0+IVigrK1Mwv/npoMHTs+mfotb2I1QKJwyPtNGldz6trDejrq4HuP6wLYeE2JIvExBevxx5h9wVWf62tSScc3yCOW6dcg6PMycSXxgRmj6nEul/UgSc+uwuAV+dOIr5+bKA2OIRW9+Gpt9CkTX0uvq4v97w6JrQ22G9eE1+8gYbNExk6uh93PHdtQPBdsADFOnVjeHr6nXg8Ms98cRcd+7QKvjy/z72vjqbHoHa079mcZ7+4q1p9Ovdvw9PT7wDg+a/uJqFhXNB1MrTJooBHUfjw938RlxjNkOv70G9Yl+D70G9ZA0f2YPCoPiQ2iuPae4cG7i//4y0KNGpZjwFX9cTjlrnzpdHeQLxgGVO05XQb1IG4xBgki8RNT15NQuOEAEeCv9a6x5DOxDeIA6DTBe3od1XP4CeRaV3rNonnkhsvBMBZ4VKDV7V5hnKOWO1W7nx9HAClhWXsX3eY7HO53nmHsEc+nUhEdDi56fnMeP5H5r79a4CMz9/GPX09PYd24dSBFD5/YhZ3dJjEnlXB317q1vPSrtzx2ji2LNzJu3d+wo0N7+aFUW9RUlB5RoZaq7VQ9pd6nt944w1++eUXkpKSCA8P58ILL+Stt96iffv2f+Via+3/yGqc4qgm7SvTUlY2nyCBglXN0z+AzKdym3YjM3ugdbDKyytl9dqjrFqf5K0gKGB4nM0gWeZ2MX/9AX7efICeHRozZkgPbhvWm6/W7wwAZ9mikF5Wwtgf5zJlyCAm9OzFVW3a8cL2FTgED4JFRrQoSBYPFosHiySzu/AwU8LUG7mCgtVWRLQi4JFF7aP+lhUBRRFwymrgUaPIGBadO4holZFFAUUQwYORu1kNzoMLm6tAeyA9g/vnLaTA4fB6nn0zFIICYVYrI/p3xCPLzFi2g69+3YbHJZsOj6B65jQPtL7fbh7TH49H5tele/lm1kZKiyrUQyFonmdRCfBAx8VHcPXoPmRlFPL5B8vZuPKIVjZcICAHtJ8H+rrxg/B4ZH75egNzpq1Qg8bMr+/9q/hpHmh7uI0eF6l/11b9vJ0Pn/gel/4q3j/PbhBPdHikHVCLh6z4YQsup1wpdJjt0PZk6jdVA6ecDjc56YW+DSq5PravPMSICRcDkKK/zq+GfGPzsv2MfvAyADLO5lbr2irILaEwrwRJEompE0nK8YyQAXHm+ezZcIwRt10EwPH956ruAyTtTSFRS6npcrnJySyu9G+IABTnlxlZkeISo9m1/mjgvpP9lq3IWKzqbTQ8MoxVc7cFepvN+1M7Bxq2VLOilBWVM/vNhdpLDT/5hZ83utsgVW6QfjqLV27+iNz0fG87P2+tPq+hN6kQfHLfGV675SPOn/KrhBmwI0RGPXQlFquFrYt38/GkGV4INpoEeqBHPXQ5cfVimPvOIua+s4jiPL+YoiAe6EvGDSShYR3eGv8R63/aWi0PcJN2DYmICee+Xk+SvD8luD48iHlcHm5seDcVZUHyfv8DrDbPc9W2YcOGP9Rv8ODBf6jfXwrP69ev58EHH6Rv37643W6eeeYZhg8fzpEjR4iMjKx6BrX2n1sVATx/J6tWrs3KbpzVgQ1BCOp19hkOMs3wOpt/C968zkbQnj5OzxBhfGN4V805jhFh96k0dp49T0xMWCA4a3pmRYIKwc1LW9awNfssb198BZe2asXv548iSTIWqwrOdosHm8VNmMXNjNMLeanL3ZS4S4kLK8etgbNbEXF5JDwmmHYqKuhNP7aeLFcukkVEEERkQUERRW27VIJOiIigQ926bDhzhgcX/Ea5w4VolNwGPHjfaWnykGG92lJQWsHDn/zKgZPn1UqEAqqXUlEDHQ2A1sa3apJAfFwk9zwxmxMnMlRAlgTwqJ0FQ67hC9Ajr+/D/B+2MffbzWo2ApHKi6hoYNx7QFs8HplHx37MiYOpagCh+ZzwB2hTIZVuF7XHHm5j5huLmPvRCm8hFQhdMEWfB2q2DIC57y9jXzANcSWWcz6fzHO51G+awOqftoWG5SDX185Vhzh/OotGLetx+sh57zoGmYf5+kzac4a9G5PoOagDmWdzA+cd4jr99ZsNXHqDmkLy7Mms0H+fTON3rk+irLiCiOgw9m05oc67CmjKOl9AbmYhCfVjWfHTjsDr3t9kGQXIzy6ibqM6fPfOElUCZFoPxV//rIGxHgQ99ZFZaiCz//ni1x6gYcu6lBaV8fyNH5Kb6X3YCSq/EEVEFLoMaMepQ+d4dtS75Jn66G307dDNHm5j4LV9Wfzlaj57cravjjgEQEfEhNP/qp68PPY9Nv+6M+Tu0h0liqwQER1OVFwkE9o/6gX64J18ADp57xke6PtU6PZBLPV4Ol9OmW2ap1AtgD6w4UiNllNr/zwbMmRI9RjCZIIg4Hb/MdnOXwrPv//+u8/wzJkzqVevHrt37/7DtF9r/wf2Vya/r8wqudlVWTDAb7hKz5jPK+oa/Nbg2PBGC/ikWAsm2zB/jMIoEuQ7KlTJhqjLNhSvhMPilU/8fu44R5akc23rjliyPVitKjDbrSo0h1tcRFicnCzdxrHigURZYqhrL8EhW3ArIk6PhFuRcHokXLKkAbWD0yVZfJ+yAasFRFHBIyp4BBGPACCiOyYuaNqEBceOMGXFctyyot4TJQxQDlbFUJQExr49m/Iyp9dDraBWDzR7m3XNswzlTjf3P/s9ikutUKi2EzS9swKyH0ArICCwaMEuigrKERQT/FRVhVBRKCt38vCYj/G4POrx1NcraBVCX4DufmFbXr/3GzYt3mucn0olGmd1Xt4gtYioMA5vP8l37yyu2RsZzQ5vP0lMfCSbl+7zjgwJpr7SpoVfr+f+18Zw5th5n2UHl0V5x/3wwXJ6DupARmpe4LUaYtknD6VxcHsyiQ1icVS4grfz236Xy8PWVYcYfFUPjuw5o00PsW0mIEzam0K3C1qzdeUh7/Uaskqfuv55WUXk5xSrQaJ+6+a/REXbZItV4pfPV7N/84mgx9Zf6x4VHU5EdDjPjf2QM0npvtvsF2Con0OterTgzNE0Xhjzvlfz7T9/fTt0T/Xgjnz0yAzW/rS10oBC8z6LiY/ikUEvVjuAHKCsuJwZz8+tXmMTQJ9NqiIrTHWtmgD9T7Zaz3PVds8991QbnletWkVycjUy8FRi/9WAwcJC9Wk5Pj4+6HSHw4HD4X2tUlRU9F9Zr1r7L9hfBeA18LIFBWa//opPVo1KvM5gwCSGJ1qXNZiGNWDWYSxkxT1zXmQtANCb09kLzlgUBKtMmjOPL09swGbzEGZ1Y7e4ibQ6Cbe4iLI6iLQ4iLFUsDbjKy5veAf17UU4ZAsO2ap9SzhlC06P+u1WHHx4fD5WiwNBFHG6JVyChCCohCsLqFpjRE4X5/HY2iWq91dSQUYNRFQzZfjsYkUFtF93HVHT1YnajU4DaCMLiKhBg6zvK4Xz2YWqh1rzSusZOBC889GKdqvfEigehaKiCkPWgVD9Mt5H9501Aa527IMBNKjrbwLoBV+tJzejwAsvJnCvFKI1kHC7PLx539c1St9mtsPbT+LxyFSUOYOc5yGuPW19Vs7dxq2Tr+LsiYyqHzJNkHxwxykObj9JZmpe8GsrxPJ+nbGBYTf0DX7thrj5bViyj8QGcTgc7srfpkleoEzal0JORiEul8e070N3BRWef5ulBdX5l9k2L9d0fM+fzmbmm7/5Ht9gEK31a9CyLu8/+q33DYO5bQiIlj0yT4+aqsqI/GUa/vCorfeeVQeNIMlKS3ybvNAZZ0zB4NUouf2Hynn/laW8a+3/W5s+fXqVbXbt2sWUKVNITk5GkiQmTpz4h5f3X4NnWZZ59NFHGThwIF26dAna5o033uDll1/+b61Srf2J9p/qnSt9YqzO02Sw181BtZtBxpm9yaHGhfA6GzINQU9JZxrWYVggBDj7QbN52PjohUnUTBpYZESrjMXiwWpzE2Z1E2F1EWF1EmV1EG3xgnOspQzk3RwrDKOerQiHbKVCtlIm23DIFso9VpySBYfHwrrsjRwvOUWkVcLhsSCJMoJLwSWoAmb1xZaEjMzhwkwvpKABsuYRRlHU/NGaZ1mWjNEmz7Qq1UA0jZe9AA2ah1kwyTnMGTh0eYekptHzAWgB/ZfaR7u5VxegVSjWV5jgHmhDroEB0LmZhb4QY/odFKL9vNCz3lxEdlp+9c71IHZ4RzKp5swV1Uw7JwgC5aUOZr75G249C01VEgyz93naCjLOBVnvSsB426rDRMdFVg+4Nduz6QT1GsdXf/8IAkf3plBecjzwoSeYaSy3ZsFu9m46UfU+MMHrB098j8vh9r5tCAbRYIB0yrF0NRVeZW8k/KadPpQaqIeuJDOHuknaNYC5WSVp7YJBsL/UKIj9LQD6/wPvc639cTt16hTPPPMMP//8M4qicN111/HGG2/Qrl27PzzP/1qRlPvvv59ly5axadMmmjQJXtY5mOe5adOmmIuk1FoN7Q/ejH3nUbXXuEp4rqSqGgSBZ39dst+4kNXdjGFBHacNG4VRRNEXhP2yKKgArLXRi6JI+jRRvfmKmoRB1CsIiigWNUBQsYjektsWQZNf+H4rolZm2ypo33grBGrV/NQKgmolQCxa/marjGj3YLF6sNnchNtcRFhdRNkcBjjHWcuItZRTx1JKnFRGnKRGk5fKdspkuwbPdspkG2UeDaJlG+UeK+UeKxVuK05ZBegKtwWn24LTLeH2iLhcErJHQnYLKC4R3CKCR0BwCQhuENyCURBF9GiFVPSiKR7vR/Sg5o42Tzc+Wk5pxW9YL5zi8Y7TC6gIhgREUdvp0xS04imKt4iKDhyy2t5cVMV32PTbr4gK4PstBxtnAgO/P7E+f3KrKpxSTRO08z3gz3kV2mWjmWRK5VaVBKMaUouq+gRAXDX+TkkWEY+7+vtHFIXgnvxgtzz/cQHHRQn++48cZyVEn1Bt5Erm678OQdYjYHqweYRYlm+nyvd9jQH6r/A+/0GccSuuv3WRlMG/PYBFCyr+q8xd6mDD1Z/+7fbBf2LZ2dm8/PLLfPnll7hcLgYNGsTbb79N//79/+N5/1c8zw899BCLFy9mw4YNIcEZwG63Y7dXfoJ0GtCO+AZx7FpxgIrSqkuM6tZ9SGcKsgpJOZJa7T4A3QZ34sSeU5SXVH9ZAK17tCB535ka9bGH2wiLDKMwp2ZylbDIMJzlzhrnidYrT/3l9idLNgLAuTrtQ93wQ93kzZIN83jTdCPtmajLOUxaZ8ObHKhz9vc8Y/ptDhBULKip4jSPs2CRkSQZq9VjeJx1cI61lhNnLSfeUkodSykJUgkJUgnxUhmyIlAqWimV7RTL4ZTKDhWgRRWi7R43NtGGRZCxCDIVHguioAGjadcoioAbUBRJlUwoiurXklG9wvrpp2g3Z3MRFk2mIZilGooXfPWgSsPLrGmg1eBBdbygBxMKGAVUFAnwKFov9VgImh5aQdNKm3NA+3uoQmqiCVlEpTIPtDmI0IAWP69gtfTQNTTFNP/qArP53JcR/N7aVAHDNYRl/2HFb5xSjWvZLSvVvuZBjVutaQCRYebD4J9hxaedn7RDN3/Zjv/bhiBBoyFlH0GkHFV6oSubHmweRtsQHmj/9Q46uYYe6L9CvlHrga41oLS0lHfffZepU6dSUlJC586deeONNxg5cuSftoy/FJ4VReHhhx9mwYIFrFu3jpYtW/6h+Qy56ULCrOEoikJ0fBQPfngnToeLfWsOsfW3XWz7bRc5aXlGe6vdyuDRF+ByuvG4PLicbtr2asmEV27ibFIamxdsZ+P87ZzY45vYv079OLpd3AlHmYOKUgeOMgcXjx3A60ufYfvi3aybu5kdy/bhrHD69GvavhHNOjahtLDM+Nzx6jgatWnAqu/Ws2r2BrLO5gRsV4d+bYiOj6Iwp5iinGKK8kqYuu5lUo6k8vs3q9m94kBQIO45tAset0xuej556fmERYYxfc/bLJ+5lmVfr6Egq1Bt6PcH/4KRvclJyyMzJZvivBJ6XNKZax+8gl8+XMK+tYeD7vvw6Ag6X9iO1BMZZKVkI8sKI+6+lLh6sSz6dDnF+cHzZCY0qkP95nVJOZJKaZH64HHDo1eRvO8M+9aFjnxu0rYBktXCuRMZhtdo1P2XsXruFooLQgSxCCKtujShILeYPK2cttVmoefFndixxrRdukfZZG27NiHlRCZOpwdFFIitE4lHUSgpcQQBZvW3IkCrdg1IPplpSDQsVhEnZrgTDMjTh8PsFiKjw8gqLtEqD+INGgyQbKjQrFgUosOsOEUXbknzOltUjbMu1Yi1lpNgLaWOtZR4qZS6liIVnMUK6koKMlAsuygVnUTKDh+ILpbDsYsurB4PVsGDTQzDKnoMeNa/fUwR8BgQLKJIEC5ZcchudYNNAYHmAEIvOOsfAbtVwlGuikIEEzArBpMI3gwcgqBKOxQBe5iEs8KtyjF0MEYDaAEEUQVolYZVIYfNKuJxeYziL4qsyUcCzifT8ZbVgDC3010zgNbPNwgK0VXqoWtq1QHmoA+QQd7wBBv+T2G50nSSfxBwq2FKkGcRoaa8FgqkAwJJTcfb71iHlHOECiwMBtqm8Xo+Z+P+UAOA1p0mIQE6hFntVjVjRw0A2mqzoChKlbmb/S0iJrxGQYu6xSREU1RD5xNAbN0YCF376//cagMGq2cej4fp06fz2muvkZmZSdOmTZk2bRrjx4//4w/SIewvlW088MADfP/99yxcuNAnt3NsbCzh4VVXBNJfWZw7nUZsbIyx8Xo1LcCA6O9fn8/hLccAiKsbw4xj07DYLFiskpGH09+2L9nDp4/O4HyyWlWr59AuvPzrFOwRNiPfp7+VFpWxevYGZr4w18hlef2jI7j7rVtDLgfgwPojrJq9nlWzNxopg56c8SDDxw8J2SfrXA4rZq1j+Yy1ZJz26hk/3/curbo1N4bLSyqwhduQJBGX082mX7azePoKDmw8arSxh9v4NX+msY5lxeXkpOXRrENjAE4dSOGXaUtZ8/0mn5RGHfq346MtrwFqVcL05EzKSsrp0LcN5SUVLPlqNb98sJSc896HF4AREy9l0qeqGD/7XC5njqQSGRtBpwvacnBTErP/vYC9GrCbT+pHpk1gxMRLqShzcOrgOU7uO0OXC9tRv1kiP0/7nQWfrVTTj4GPZOPDlU/TvldL0s9kc2RnMkd2nubWJ0dw6kgaX770izenrEmvbLVJ/LRPrUR4aOcpdm8+QfLRdKa8exPT31rChuWHVMmGlqoNTb7Rsn0DPv/2HtJS81i/7ihrNyTRoHEdOnZqzFffb8SJokk2vNUCZUng6sGdefb2y1i7/yQ/bN7PjpRULuvZlu0pqeS6ypGtmlzDqiBbvQGCbw4eTp/6TXhu92IOl5wi0u4kxuYg2lZBHVs58bZSEq3F1LUU02HXeS685YyxP+Vp7WGMhzLZSYniolhWcKQIdBnkLdG7+8GmrH+wPWVyFLe1eItVmSvYkLOHUreNCo+VcreVcpcVh9uCwy3hcllwuyQ8bhHFJTK0QRvevvgKxv78Iym5BaqUQwbBXbl8446LezNmYDfGvvotjgp3cPmG37AoCEyeeCmN6sXxxPM/Gd5sVa6heH9rMg40WYfVKvLy62NIOZXNl9NWElqu4Ttst1l4e9bdLJ27neXzdnq9x1VIOCwWkXd+fpg57//OrnXadVjNV/yvznmAnz9eyYGtVZcbNtvL397Hz5+s5PAOk1OgCmCOiovgmc8m8Mlz80k75Zc6rhJgbtWpMfc9fy3PjP9CBaOqYFmbPujKbvS5qB3vPzsv9PoFWd74SZeRn1PCotlbQrcPYq9Mn8DcL9ZyePcZ3wlBbnt6asJmbepx3/PX8u+HvqOkqNy3bUiZhcIV4y6gXfdmTJuiZZ4IcryDSTn+9ckEju5K5rdv1vsuoxIZR0RMOO/9/jQfTf6OQ1uOm6ZVLuHoelF7Hv/kLh679BUKsooC1ynYtgETXh5D14s68MSw17S3SlVLOKLrRPLS/Mkk70vh08dnVdbYZ7DLRR149vtH+frZ71n13YZKl6ObKImMfeIabnnuBiYNfI5T+89U2t5iteB2uanbNJF737mN1v1a0LRl47+dZEFnoIsWPfhfkW1suuaTv90+qK7NnTuX5557jlOnThEXF8dTTz3FI488UqWa4Y/aX+p5/uyzzwA1/57ZZsyYwYQJE6o9n9taPmBonjsP7MDzcx9j+9I9bFu8m72rDwXINwqyi7gu3nf+V98/nDteG8feVQfZtWIfu1YcIPucrzd475pDXBNzG6A+ZYdF2rn/vQkMHjOAw5uT2Lf2EPvWHOL47lM+codfPljCLx8swR5uIzI2gsjYCJ6b+zgtujTl1P4UDm46yqGNRzm0KckHTN+54xPeu3s60fFRxCZGk9g4nhfmPUFEdDjZqbkkbT9JWVE5CY3ifeD53h5PEBETQULDOOIb1qFV9+Y88P4dgPqHsHGbBgy9ZRAKcFADaEe5kxERtxDfUPUI12ueSN/Lexjw3Kpbc+5/bzwXXtOHL578jrST6gNF0o6TjIy+nUZtGtC4TQMat23AoOtUvVB4VBijHx3BqAcvZ9k3a5nx/FyjYtOSr1azeeFOmndqQosuzWjeqQkXXdsHgK4XdeCtpU9zeOtxZr/+C3tM3uGPJs1i/sfLadOjBW17tKBtzxY079gYySIx4fnrufbeS/nh3cUsm7kBl+kYPDHyHdr2bEGnfq3p3K8Nt/1rJHGJ0fS+OIYeq55m2ezNzH5vGYX53tK+LpfMhMGv02NgW3pd1J7r7xhEYv1YAJ559yYuG3Wcj95YTGZ6oU+GjeTkLO66bTpDLu3MkKGduPnWgRQUlBEXF0GfXi146cMlnMnI83qdNenG4u1HKHI6GDukB988PIYTGTkUVTiYfNUg7v95IUfzcwzPMxJagKDCB4c28FL4MOYOncD8szv45vRv3NXqUhal/0ictYx4i9fjHCf6emsE2wAUNhEh2ojARoRQQZnke71EiE7ipRIG172L+mGNyK44RLTF20b3eijoUmABCyLlisI1zTvx7sARfHd4L2eK81Xg0j3LEsgoiCb5ht0m4XJ6eGLkYG4d3JNXf1hNhcutOsp0mYbuZRYUY79LooigwPMPXMGgvm145t+/GpoSVQJg8noJvgGEFpvIy6+NoV37Bnz5ySpD8gFUGkAoCAJPvj2Wug3j2LPFFEQWygMNhnfw6gmDaN6+IaeTvA8poTyT4H2N3qBZAn2HdmbWW79RmQXzonS9oA1rzeXEzRZCx1xWXEGHni1o170paaezvdvg187/d2lxBV37t6Z5+4YkH04LCcv+w+ERdi4c1pn3n5sfvJ3POnunNW/bgDqJpWocgm5VeOltdgv9hnRgwbebquXd1r3Unfq2onWnxpSYczZDEE+z2ZMscMW4AZw8lOo9H/yPdxApR5tuTRk6uh8r5271Lsfo7+epNnmg7/33jUTGhHP6cKqfDCi0B7pBi7o8P+dhti/bZ4Cz2iSIB9rk5R7/4mhufOJq/n3bx1V6qqPiIikpKKVhq/q8/tsURFHgvXu/rLQPgkjH/q1J2n6ScU+N4vaXb2Td3M1sXrCj0m4JjerQbXAnTh88yxNf30+zjk34aspsTh88W6l846anRnF02wk6X9iecc9cT3pyJm/eNq3ydfw/NkUrZvVXL+OfbOPGjUMQBFq3bs3kyZOpU6cOCxcurLLf2LFj/9Dy/nLZxp9tZ4+mMq7pfTWe967l+1ny+apq64JdDhcuh4vfpq/g/XumV6v6kaPciaPcSUWpgy+nzObI1uOUFZVV2sfj9lCQVUhBViGyR+adOz4hafsJHxlKMCsrKqOsqIxzx85jtVuZOvEzTuw5RcrhVNwubV39bhiyrJCTlkdOWh6Htxwjvn4cKYdTOX3oLKcPnQ2oJGXertMHz3L64FmsditN2zXi8JZjpJ5IJ/VEOmknM8hJzQs4JgXZRRRsSGL/hiQatKxLy85NObjpGJnncsg6m0NGSg75WUU+2mtFUUg7mUnayUzWz9vOgJG9aNK2IflZheRlFpKfWUidurH0GNKJnasOGq8/XS4PR3Ykc2TnKeZ9spKxj1zBnc+NwuVwUVxYTveB7ajfLIFv3viNM8cyjHUszCtl/eL9rFt6AASBlz4bzwVDOwHQ96J2fDHvIb77fB2//LgNj4JxQ0s5k8vMbzYwc9ZGWndoyFtvqBdgu9b1+ead2/ho9nrmrdlvZNtAADcKqw+cZNXhZFo0iefWi3sxpr9asvrHCTcxefEylp89aUg2kBQESSbbWcyk7fNYcr41z3cfwSUNniTGEkmMzcHGrC+JlcpIsJQQJ5YRI/pKirD2BWE3KCpUR4lh2CTf4xQuQuuorvROGMvv5/+NU04jXApDVkQ8GjjLekEVSSZStPFg1+GcKMjjuZ7DeX/vJqbt2oYgCloOZwUjj5+sQYkCXRvVZ3CbFrSIr8NlXdvy2IzfWL//lLfqMYbCA2OMrNC/W3NiIsK4bEB7enduxmOvzOPQ0TR1edoNXtFu9uYUdoMGtiXjfD4T776Edu0b8MTDszlzOseA7FAA3ahFHYpyyxh75yD6XNSOf034kuwMDTYqA2htfFy9aG6ZdDk/frzSm4VDm6YuL7geWhAEug9sR2lROacPp9X4NWNFuQt7uM0kO6k68E9W4HTSeVp1bsLaRXsD24X4nZmWT0FeCe26NeXk0fOVyzZMv9NScoiOiyC6TiTFoV7LB9luR4XftoFPxpcAUxRiE9Uy6wX5ZTWShnTq2Zyj+84aDwRVyjxEaNq6Hu17NGf6ywsCgdtfvmOC6Nv/dTX7Nx9n74ZjgVIOvwcy0WIBRaH3JZ24/NZBPDv6fUPaUBlAt+zSlMyUbF7+6VHSTmQw7ZGZAW38Abpu0wS6XNiOJq0bcNOUa3nz9k/Y+IsJZkPolSd9OpHNC3fywHvjST1+nhevn0pRbnGlu6/n0C48Nv1u0k6m03VQJz68/wuWfb2m0j72cBuvLPgX4dHhNGhZj0Obkrin+2TfVHtB7Kq7h3HXv2+hrLgc2SPz9dNzWPTpcpzuf2blwVrzNUVROHnyJA888EC12gqC8PeE57/CAsp+VtPST2X+oX5Htx2vupGflRWXs2v5vhr3O3fsPOeOna9xvz+yLID5HyypcR+Xw8W7E33zKVYnTV3G6Wweu+RldaAGaeq2LtnL1iV7jRtQdYMFV83dxsJv1uGs0PLC+mfZCGLhkTYWzdnGL99tweXy4FYU3G4PTreCLcxKeblebtlYcRRBQJJElq44iM1uwRpmwW630rNTU1yKzK8bDmJon8FIbZeclUexw0FWcSmJURFE2mxMv/5apm7ZxEd7t/nuH3VRrMs8RvrOVGZc8BAWUWJY/ZGUu9M4VfQzFbKVCtGKU/GvjS1B2DXg3AKec7gUDyWykzBTi5iwC+lV9zWSilayr2ALZZ5wI/uGU7bglC24ZAmXLOLyiDzcYShjWvRGFARe2LGc7w7vRxUeE1TrrB4ugRevvpRODetRXOHgni9+Ye/JtJCZw4y1t4g8dtslNKobS1mFk4densuJ5CyVLURAEfQs0+rx0HTnkigwceIQ4uIikGWFyY/OIeVMDt6y3oQE6OtuuZDmrerStXcL/v3EXI4f1oqHBEvcIHrhShQFRtw8gNadG1OYV8qCr9cH18eqjb2/TZ7orhe249COZNXpV0N4dpQ7CYsM8847FASDz/WTfOQ8rTs3Drw+TL+VIN7o4wdTad+9GUt/3hm4jBCe6LRU1SnQpFVdjh4IHrytBNnuCoeL2LhINeNNNUxQFOokqq+eC/LLfD3WEOiVNGmZO/ZqzsoFu9ErGSqSDrI6TPu+bYiMCefSG/qSejqbpH1nfc+VEBr4vkM7UVZcQb9LOzP52vdCpLfzwjaiQJcL29KmS1Ouf/Ayls7awO41h336+Xq11XlYJIGX5j5K+qlMIqLDmTLyLa8jqBKAvu2Z6xgwsjdRdSJ5687PWD/P92+S2sEXoC8Y2ZuLR1/AxaMvYO3cLbw7cTrOcmdgP5PF1YtlyqwHSWhYh8i4SB658FlOHUiptI8gCDw540Ha9WkNwKZfd/DK6KmBDjU/7/OgGy5g0md3AxARHc7bEz5m5bfrK13W38VkBC314F+7jH+yvfjii//V5f3j4LnW/ov2f1FZsJo3x6osL6uIoJUFIXiWDaC8zKW+njenqDPpnc0AYX7DlXQsnSOnMlVts1VLWSepaegU3TumeZ+N38C7yzby9sqNSHaR+Lhw6tWJpl5cJM1iY0kpK/Dto/1sEBbPxuwD9EtoT117PCMaTeRXTxpFFStxKRYq/OHZtRsh8lmInIA7+3JKZAcVfjeZ+LBuuKVY9uWvpkIOp0y2Ue6xGanrVK2zBY8s0iqyIeNa9sciijg8burYIvDJqqEQMCwoMLZXV7o0rg+ArCgkREf4rINR/ETfZu1zw9DutGycAEB2fgnRUWFGIRpBA2Ujz7OAEUB4xeXdaNZM7XfiRAYRkTaTXEMJCdCRkeEMv6YnYeE2Tp/IJD+v1OTJJWjAmArQCi07NuLuZ6/BarPwwVM/qUgfrDhHEJCOiA7jhnuH0vWCNvz2zXo1zZqsVOt6kCwiMXUiqSh3Eh5pp1XnJpw6khYaZk3jLVaJU0fPM3hEDwaP7MmhXafJyyoKCsvmfpJV4vjBVAYO78LoiRez4LvNahq5UPAtCFgsEsXFTkpLKmjbtSlR8ZHs2OjnnAhyXSbWi6GiwkW9cCutOzUk2fTmKJS17dSYBk3iAShzuLBHhlFhArmAQFFBoUO3pjRtVZcmLepydP85RIvkTXVn0rWbYVqURF6fdQ8J9WNY8v1WA7gx2hD40CWK3PzYlTRolsDudUdJ2nPGC74GNwdC9IAre3DdvZdSUerg9+82Ilos6vrpGTmCZOMYdF0/GjRPpEHzRBZ9sRrJ4vf3IQhAN23fkMtuG4wkieSmFyBq+etD5oFWZCKiw3l42h3G6MTG8UREhxkyxWBZOARBYMrMB0hoWMfYt+37ta0Snm99fjQXjxkAQNbZHPLS86nXLJHMlNBe517DuvH0nEkoChzflcz+9YcpzitBFMUaZ6mqtb+n1cJzrdXaf8sq8UT7eL/ESsb7eZW97fRlmKfjC9Dax6XIpJeUcL6iBDlHQbEqPlemICgIWtaLXXnJHC85QrStgk4xcfSJb0+n2OHs95yhQj6IE7+b45p8hOKfAXAVFSDILmwFgTcyUbCQYO9EUX6KN+ezx4JTlnCavM5TuozAIoqcLcnn00NbmX/8iBpkJ6sbqhUk9LE6EeE8dulAALYln+WL1TvYcfycsSsUITDrhSJAbFQYd193IQBHkjP4ct4Wdh0+ZwC2mppODSRU9c1q6jx7mIU7br8IgPT0An76eQdHks4bnunKAPrK63oRFm4DIC+nmOysQnX9zMccAoBIEaFzv1ZYbeqBu+HuIezeeIyc9IKg+lhvR3W4otzFzZMuB2DU3ZeQmZbPpqX7ve0q8UJ7PAovz7qXhs0TGTdpOLYwK6eOpfs2CgG1fS/pxM0PX0ZsfCRPT7uVa7o+gyJV4rnWtmP4DX24Ykw/EuvHcNM9Q5g3a7MB+or5YcPUXxZh2rf3YLFIPPDUCL58fzk7Np/03Y9BtnP0hIsYNqI7druVB54ayeN3fRNyX+jWuGVdnnhxFB6PzGc/Pch9Yz/xkXn4nG6yun4uj8Lk124A4NFXb+Dlh74jJTnL63X2T0cIRMWG0757MwCunTCIE4fS2L3hmK8W3uy5lhVESaRFx0aEhdvoPaQjI8YP5rcZqgfUuCb8IVqRGXBFdwDCIu30v6I7Jw6c0/atiH9KOx3Gr7nnUgA8Hpmy4nKKzA+DIbLCTHhpDJIkGgHhW37brbULDdB3vnYTdZskkHYygwUfLWPFt+upKK1cCjH2yavpPqQzmxbsYOV3G9ixbK8WfBo6hd3g0RfQ94oezHxhLtsW7yJ5f+WgjSAQHRdJpwHteOm6tzm0+ViVUsq/o9Vm2/j7WS0819r/qf2p6WMMD1nNvNeK2RNdjWCpYCDjA9CC7zi1j/c7AKYFxTveb5wQLFWcZmnlGZRmneJAfpmW21mVWZhN+Gke/KRmNojQPv7mlMv58czzHCw6QbkcZoBzhceKw2PB5ZFweySG1e9Ooj2aJ7YvZNHpozidoLgF9U6vQ7OuoNA3QYHJQweyKyWVL9fv5ODZDDXbhmlfGLtJMI1T4J5RA0jLLuDlL7ayec8pn1R2aG30tHbGNOCGUX2wWCSmfbaK3xbvxe3wqJMkNfNHKICWJJFrb+xPUWE5n7/3O6t+22cAhg9AQ2AeaKBr31YAnDiUyvN3fElhnpbGMcSDmBmkZVnBUeHEHmYj7XQ2m5YdCDzPKrlWtiw/yPiuTQHYvy25WueuIgpsWXOEmx68lLoN4yguKMPpkgMfKs2Fh7TvFQv3csOEQQDk55X6lK0PtjxFUNMbLv9tHw9NuQqAc6l53jczlWzjulWHuW7cBeq27T5TudZZs2NJ57FY1QfJXdtOUuH0+HjxfR7WtGusuMSrwd6z9aSqj9f3RRAIBoiM9WZ+WrVgN7s2HVffeIVyZorQuHU94wHty1d/5bdvNwUArD9Et+zQlAbNE6koczL1kVlsXLTb+1AWLC+0rNCme3M69W9DytE0pj7wDcf2nK4ynV2H3i254KqeLPp8FXPeWEB+ZqHf+gcCdKcL2tK8UxNeGj2VbYt3e4vtmMw/hV10fBTFeaXc2OS+Gkkxd688wIZgEpJKrLiglNmvzqtRn1qrtaqsFp5r7Z9rwUpy6xZKslGt+Zo9yEEgQmuj+AN3EFgO8DZr33/kIV/PuSyjeiFciohLkXApklp6W7TiVGp+Se/J+50jRW0odYdr4Kx+XLKEw23B6VErDJ4vK+aq5Z/hdIvIbhFFFtVcyjo0a8VSzJINmyQxc9tekjNyvdDsb/o+UrzDYXYLmw+e5t3Za1Uw9wFmwfvAoUs2NP2z3Sbh9siMu/MLysocajNTOxV6g3ugBw7pQNLhND55dyn5OSWge8QNLgkG0F4A7tK3JQd2nOKle2dQ7p+pAYLINUzTZIWKUicWi8RnL/4SGpRDaP3XL97H+CeuwulwcXRvSqXA7D9u1ocreP2ru8jJUnOkB32ANEEwgFtRmPHxKp5/9yb1IUESgl83ft7n5Yv3cus9FxNXJ5K0c3k+QBv0mhAFjhw9T0Z6AQ0axrF395lqFVRJS8unuKic6Jhwli7cGwDcvp5ndVpRieopLS2u4Nvpa1WpluLbxoBu7VqMilVTrh7ec4YZ7y8P0EkHg+hWndVCYbPeXcovX633OydMEG3KET3gym5kp+Xz8vjpnDyoe5yFIG81vF7okXcNYe57S5j91iKcFa7A+ZvnoVnb3q24p/fTRralqjJxAKSeSOfJ4a8H2bG+Zgbo4rwSln61OmTbUN7n0sJ/ntf4z7DabBt/P6uF5/9V+zM9un94HYJ4gGtQIcx/G2paWdCYxx/RUfvd9L2/fZt5KxB6p5slG2ob/SOEnKa7atVhxcf7jEm2oZusiMiKiFuR1GA+UVKDBhXfMvaF78VSOjaB+LqLyC5bid3ambpZrRFatTbalLidlHjsJrmG6nF2uC24ZRG3R8Qti+zKTsPjEVFkQYUJGZAFVbIhmyQbJg+00y1zMis3EJqDHEJD96xAhdPN5kNnDE42e5wVvL9V/NUgVwCHy8PcX3eqUhLBG0Cot0PAKKDiD9AnTmSyYc1RL6BrBVkMMxdW8YPDZi3rkbT/HP+eNBunw615HwP10d6N9ZsmCpSXOVi7cA8pJzMrP8eDXNvpZ3M5fuAcZSUVuEx5l4Nql82/BYHdm09ycNdpHBUu38A6P2D29yxvWnOUpIOpFOSXegP5/L3PflKmCpeHX3/awW0TL+Z8RoGP5zlAsmEaXLf6MNeP6c/hpDSvrKQSU4DjSelERtlJPpXlsz+N4wuaR1n9WVbmwOOW+f6bjRQUlvt5ndW2CoIh8xAUhaiYcArzS3njyblqNh5zH/DRR+uZYVp3bsz3H63kx09X+2rizVIPkxZZAGITonn4ircoyNEyV+hw6XcO6QAtoPDr56s5czhVOwzasQyV8UUb/9sXq6tXjdAE0EW5Js/xn1mF8M+sQOjvZa+1WvsPrRaea+0/supk2viP7c8IItRvajWBkmAaZv23SMA0Jci4YF7nPxrUrAO0rAiG99mjCLgUFZztQTzPDkXBaemIW/bQNO5RAAqd64k1tXEpUtAAQadHwumWcMsiHo+IxyMgyyo8GwCtgbIZmnXuN8aD16scsFHaZLPuWfBKN8xeaTNc61StNzHLN8z6Z/8KhIa3OghAnz9f4JvGTlG8cg0dbDSANq06KAoVFS5efWQ2Hr2SmiD4nA8+Hkh/kNYs/Wwusz/43ehfqQWZvn7JPmw2i7bsQHgNBrT69TDro1VcNqpXlcDsP/3Lj1cy5LIuXs9usGvGr9T9wgW7GTS0Ey7/ctt+22S+5tasOUr7To1xumUfL3IlqiaOHUsnPS3fV5YFvhBlVjEoAieOpfPrz9u9XmcTKAcD6YiYcN55Zh45WcXa+WGarx+w6efn/m3J7F6f5HccfNdFHef1En/1ygJvlb5gUg2zF1pW1+3M0TRfrzR+IBwCoKtdzruKIMJQ9n8G0P9gq9U8//2sFp5r7e9jf1KmjSpNB2kdMirTM/sHC/p7of3gWM8EYbQnVBvfj9ebqhjjBL+P2XSAdsuSj3TDH54rFImciqPExniLnmzN/porTG1UeNZ1zhYcHl9wdrslPB5RA2dQPILhdTbkGv6SDbxg4wM4we6ZGhz7yDcCoNmbXcO8v/Tm+nR//bPRTr9hax7hUADtE0RogmWf3S8qav5qwTs+K6MwJBTrOaGNzQ0B0l+8tpDSYGXhg1kweF52gMT6sb7ndCXAbJ52aE+K9mZEqBKYzdMP7j2LS8uyEQqWfeVMAsWlDr74bHXlhVX8/hQkn85i0cI9gfIL/UcQvtq7N4Ujh1O9+Zq1xj4M6AfV095eitMte73OWqdQIL1720nKy5za+YcJsLVvP4hWJIFdm477SsqMBzPTtvh5od3aPtZ7BQso9Afoykp7/+UA/Xe0Wu9zrf2J9o+DZ1ESvemDaq3W/O2Pptfz8ZhVclOvbNgHEvR5hf72h+iAgMEQpnsh3LKILGkALaoA7Z/n2aGE0SzxE6LtXUkr3UKBM4cz5Wd92rhlK2VuK2VuGxVuKxVuSyA4e0QUj4Di0XTOHpVgBU22oUs2BPAB6JAe52D7S4cbjVkMT7Npuu84HXy1/eenf/bP/xy0AmEogDaE1gT3NosaDMn+nmkC4ccPlLzFN3ynnTmeWfW5ZjJ/+MzJLCIns8j3IdTYhiAQbYZiEQ7tSwnwIPsAcwBMq4NHj55XPbUBD4u+7czjdgUJ/PO57oJs9vpNx0K/OTJf9tph370vRQVdbTmGA9N0TnrfjKhvGY6fzFSlK4pi6Nl9dPZ+0o1yPY+85AVs3wct7TtIdhYgeGChvxfaLOPQzikDZP1B+f8CoINZrff5T7VazfPfz/4PEvn+ZzZ03EV8uustHvjgDgbdcAFx9WKr7gTc/tJYXpz/JKMevpIWXZpR3WCySdPv4f73J9Dvql5qAYJqmNVmYcqsh7lu0lU0adeoWn0A4hvE8ejn9zLgmj6ERVS/Hnu73q24+ZnradaxSbX7APS5vDtDbryQsMggy6oEQgde25fWPVrUaFlqvz5E14msuqHJJItEn0u7IFalc/Q7nrEJUbToUP19r1v9RnHExEUEQosYeKM33+ybN4lXX5njJ9kI9dHs0natSIwMlgMDdCIVTB+AcMnOa13v4+Zm19I2qjMKdhyyhQrZikO2+cyiUex9xNj7su78FMo9DhpF9uXuNl/5tLGJETg9NlXnrHmcXR7JB5xlDZwVjw7OutYZLywHSDi8GxrqWcB4iDD2qWnfmb51zbj5QUP3SJsfRHzbCKaHEm3eWql07zTBAEPjrYHezhjW2hj9BBOU+r2REASMPOLBXh34vfXQP/7TzH3M7Xz6BGvv/xGDr4+i5S9Xc5n7r5ffNMlvnQW0aQKKpLUVvfvNp50oqP21j2L+hNiu//gTat7acn3Wx3+fatuh6NsmiWo/fVv0YkvavlG0/WXsP33bjP0veo+DJAY5DiHOkWDHza/4TUAMiOA7PWC8eZy5P4R+6xdkfMC9M9QDzZ9ZJ+DPmldl10qt/c9Yq1atmDZtWqVtPvnkE1q1avWHl/GP8Dw/+sW91Ktfl8jYCCLjImjdvQVte7XiukfUlEdJO07y6aMzjGqAkbER3Pn6OMIiwgiLtBMWaadOgzja9mrFRdf1A9TS0btX7Ofbl37ifLIaWdysQ2OufegKrHYrVpsVq91C0w6NadWtOddPGoHL6ebo1uPsXrWfxdNXGmVHew7twoBr+yJZJO0j0vGCtgy7bTC8D+mns9j5+152/b6PXSv2G4njL71lEG17t/L5Y3ThtX0ZcfcwnBVO9q09zLbFu9i+ZA9ZZ3OMNmOeuIbYujHIHtkoaz3uqeu447VxpB4/z+Zfd7B54U6Stp/08RLc/datuBwunBVq6fGYhGhumjIKR7mTnb/vZcO8bWxbvJvyEu8r/oSGdbj2ocupKKmgvMRBeUkF7Xq34ur7LuNsUhpr525h7dwtnD/pW7igbc+WXHB1H0oLSykpKKO0sIxht1zE0989xPale1k5ZxO7Vhww1l+3fpd3p3W3ZhTllVKUV0JRXgkTXriexz6+g1U/bGHFnE2cN5dg1f5wX3bTAGLioyjMLaEwt4SSonJemf0AaacyWfb9NjYs3kuFXiHQZGPuHoKjwkV+Tgl5eaVYbRKvfHo7m1YfYfH83Rw6YPLSaiAWHm5jzLj+5OaVkltQSk5hKa3b1ueT2wezdP1hfll7gDNZ+QHe5hYN4rmqT3sKnQ6KnU6KnA4u6dSKaWOvZtOZFOYlHWbluZNU4PIB7IsbtOHSxm0Jt4iEWyTCJYkWkQ3pE98RuAKn7CS55BhHi3ZQxLc+2ycKESw7N5F0Rz4HipJpHXMlg5z9iTe1GdloKMMvepazZTmcKs7hzYMrSHOUejXOZnDWtM6iIqiOLlkg1mrnguZNWXU82Qeg/YMH/c0iirRukMDx1Gz85Rq6s88sz9C9y3a7RJ2ocLKyi726ZpP+OSD/s6igyFAnVi0k4qhwGR7EUB5oRcCQb8THR5GfW6J59Agq4wiWiSMszEpFWYgKa34Bg1VmkAh2cw/lpQ4iyzAWa/Yk69MENTON4dsL5WX2k2OIkteT733o8Z2/vzc6lHfZx+n1Z8RR6F5Nn2CFIN/aixpD0mH2HGtvEHQQFhT1HEMm0BstC9jCrLiMrBZeD7X/eeHvhY6MC6ekqDzQC214kDG92fDqoOvUjSY/q6jGHuj6LeqSqf0NDepJNnufAUQRq1UivkFc6EIkIeQbCY0T8DhdFGQXBUyrzPvcpmcLUg6neqshVtO6D+nM/nWHa9THHm6jY5/WrFtfo27/VVP+C5rn/yXP85kzZygoKKi0TUFBASkpKX94Gf8IeLZYLORlFnDu+HlcDhetu7fA7XKzc9k+Vs1ez9bfdhtACup136BlfSpKHVSUVlCQU0RJQRlte7VClmX2rz3M2h83semXHRTneyOFbeE2GrSsj8vhwuVw46xwUVbkzf15Yvcptizaycb52wxwBohOiKZpu0Z43CrMetwenxtWeXE5hdlFZJ3N8VnPes0SadmlmbHOgFFkwRZmo2n7RqSdaEzq8XSyz+Uaf+Sad2xCw1b1kSwioiSqVaO05TVp14gr77qUuk0T+T1iDXvXHAJUD26Hvm2w2i3YwmxY7RbColRPuj3cxkXX9affVb3Yu/ogXz09hzOH0wCIjA2n26COhEWGER6lPoxExqqe0mYdGjP+xTGMf3EMq7/fxJdPzSEvowCAhMbx9LuiO1FxkUTGRhAVF4HFqm7boOv6Mei6fhRkF7H0m7X8+M5vOMrUNFHN2jdi8A39iYmPIiY+CluYN3vETZNHcNPkERzccpzfv9vE2nnbjftQxz6t6HZhW2ITon282x16taRDr5bc+9J1rF+0l9/nbuP4QW9Z4H5DOlC3YRzxdaOx2b3LGnpVd4Ze1Z0zp7JY8useVi0/SLGW9D86NowBA9pQJz6K+DqRSCav+E0j+3DTyD7sOnKWn9fuZ+3BZGRkFEEgPiqcCzu0ICrcRnS4nWi7Hbu2T4a0asmQVi0pcjj46dhBPjy4iWKlHAGIs4XTKCIWp+zEpbgodJVR5naAHRweJ/sLDrKnYDvHi3ci9arHiweuIUJy0DayGyXOtZQ4SimWwyjzWNiQs4Hlnp10PjGdkQ1H8sPZFRwvyqHhobk0CW9A04i6lDg8eNxmjbMXnCVZ5On+F/Pz0cPEWsMY17ErV7VrR5nTzbbTX1Na4fR6nSt5K9uybh3eHHcldSLDGfnaDK06HYY0Q/CSsM/4uMgw3n9sFB6Pwr2v/GjSPPs2V72HGAAdFxvG+/++kSNJ53nnw9+1nM+VALQG6lExdt7/8g6W/rqHn77drK68GZb9Agl1PaxkEfns10l8P30NK3/dE7QyYVBTFD777THmfb2B1Qv3eMeHam8a/8Xix/j+87WsW3rAZ1plwX8RkXZmLJzEK1PmcmjfWZ9pZg2zPwS369CIt9+/mVtu/IQSvRiGGZj9YVn7GjmyByOu6M59D8/ygeRg0g6zPfvECHLzSpj+TTUJR5vFvNkP8Pb7v7Nj16lAoNZVPTogazDdpXMTXnrlBsbfMp3SkgpvPnH9wVDUuuqBpRpE33L3xbRp35DnHvrOBK+a5EcwBcSaAFqURN6efS/rlx5g7vQ11QNoRaFVl6ZMXTCJF26fzsEtJ6oN0OMev5LRj1zBhB5PUaxlyfBKQILLN6LjI3npx0ex2i08MuhF3z6VWJ/h3fjXN/ezft42Ppk0o9K2kkXC4/ZgD7cx/uWxXD/pKt696zNWzd5oOqaB8o2EhnXITc+nba+W3P/eBDpd2J57ezxBypHgpd8BmrRrSFlROcX5pYy4exg3PTWKkrISPmrzZqXrWGv/W1ZYWIjdXv03/P72j4Dnd+/8BIuggk37vm3Izyhg3dwtFOYEPs0ClBWV8eyIf/uMu2TcRRzdfpwNP281AM/fTu49HdDvthfHsPGXbWycv53sczlB+234eSsbft5qDIuSyJRZD7P48xVs+XWn4dn2tx/eWMAPbywwhuMbxPH0nEnsXrmfbb/t5szhc0H7vXvXpz7DnQd24L6p49n5+152LtvLsZ3JyH5/2DxuD5OHvuQzbuR9lzHynsvYs+oge1Yf4NDGJCo0iNVfk51NOs+jg1/06ffQh3fQ+7Ju7F9/hAMbj3Bgw1Fyz+f7tNm2ZC/bluz1GTd11fM0bF2PQ1uOc3jLMQ5vPcHpQ+d8NOzzpi1j3rRlxg00JiGKz7e/jiiJJO1M5uiuUxzdmczxfWe18sVqu2lPzDHWW7JJtOvenHcXPk5ZcTnH9p3l+P6zHDtwjqz0Ap9Xpk/e+rkxHBETxiUje/Lw89dQVurgZFI6J46lU1hQRkRUmAHPWVlF3Hf/TBRRQLCKRMVFMP6WC7lhRC+KSspJOpNF0plMBFEgJiKM3HI1N+nuU2nc/OEPyBbU0t0W+Gjc1fRo0pCdaWnszEhlZ1YaRwoz8FhkRKt6DBedO8iyjL3YLR4skocIi8LkDqP44ewy9hbsR6aMcMmFTfQQLnkv6WMlh7CLLlxKGGUeOyUeO6UeO+UeibVZe1l6/ghhYh3Sy8rZn1uAw30ct1vC7VLlGorHlFXDI5Bgi+STS69mQONmXNmyPU1iYtiRmsqzK1axLOkETqc7oMKg2fs8pEMrsgpK6Nm0IZOvGsSRc5ncMXMxbln2BkLpkGEiYbvNglWQiAm389Hj1yMIApPenuf1UIN6PDX9s6INi5oIOyrMztRXxyJJIl9+t9Fo6wXuQIBWmUjhX89fiyAKLF20xwsUZlg2n+AmgB5yZXcS6sewW6+gZ/amVpJ5w2KVaNamPsVF5aE9yz7L9I7zeGQaNU2oFjTr00srnBQXldOjbysOHUjVxnvn7QO/Ji90SmouYeFWuvVqxpbNJ0ICs38QYX5RGW1a10OyS7g93hMlaEEh/bcCVptEnTqRPhlMKjVFICrKTmJCNOUOl1dWAt6HuhAw3bN3S4qLKygtd6gyDA1cBe2E0SHaGxSoYLNZuHJUL37+bosqDTF7nPXsHObzRes7ctwFNGqeyNrF+7S/SQRo4f0BOjI2gue+uJMDW09ySCuII0BIgBZQHySvu+dSbnv6Wt69/xuK80uDe4s1gLZH2AiLsBMeaee1Xx5HFEWevW6qT9MAgBYFho4dwLqftzHhpTHc9K9rWPzlar586vuQh0kQBRIbxXP9pCvZtmQPj39+LxEx4bx1+8esnbsl9PEF7n33dipKKqjbNIHLbr+YvWsOcV/PJysF55Zdm/HW8udY8e16ho67iMjYCBZMW8qPU3+pdFn/16bg+zLgr1rGP9k2bNjgM3zmzJmAcQAej4dz584xZ84c2rVr94eX94+AZ7Md23mSYztPVt3Qz9b+sOkPLe+7l3+ucR/ZI/PGrR/WuF9eRgFPXvpyjfsd3Xachy942ndkNTRcK2etZ/H0lTVe3uzXf+FjzZNQ3VR1VruVdyZOJ8MkP6mO7lwURSZf8QbnT2Wp7YPp+PzM45YpKSrnnotf43xKrgHHPhrCIFZW4uD08QwmjvqQ1HP5KuPoukhJDPo6WZYVCgrL2LIzmR+X7CY1txBFElRA1r5DXWWSKPDW6g2cKS5AsYBsVUtzKxbUbA6ygCIpKIr6Ss0jCwiCSIXHwztJ87GJHqySB5uovnv2KIKa+1mUcIsiDtGCXbQa2TRKPHZK3XYqPBbK3DbK3VbyPOVUuCw43RYvOLtFFLfozaghC3RLaMDnl19Lo6gY9bgIAsNnzCQ5J08FZo/q5dWDB41X27I6vnlCHG+PuYLCsgrqx0Tx8fKtzFy7C9mj+MG2L1AJCkwc0R9FgWsGdiYzt5jHPviVwsIyH2+z+ts3gHDowI6UllRw500DiYiw8chTP5Bv9BNQJMCjBAB0VLSNmOhwLh7cgT79WzPpvpkUlzgMgDTWN1QgoSIyduJgVizYTV5uSeD55nPq+gJM/SbxSJJI+rk8336VZabQhtNT86jfpE7VGTP8pu3bdZoefVry3TcbvMAseNv4SDK0vuVON0lJ6fTo1YJN25JN4OxdV9/MM+r0kyk5WCwSTZslcEr7WxBSymHaT2UOF1GRdmRr8Gs3WOBdQmI0ANkFJeqx1lbCyIior6c2Qj1fFXr0as6efWeQJdFbJEfRQRmTx1qblyAw5PIuhIXbWLZ4r6ZzVrQAQpPH2QgqFLBIAtExYYyfNJy5X64nK73Qu6/8C6xoD20tOzci9UQGT7x/C4Ig8M6jczSPuWJAsrHfNIC2WARufXIkGSk53Pv6WKY9Pps183Z44VoDaP8AwtufvQ5RFLlk7AWkn8rixRs/UPM5+wURmvt17N+GJ766l2vuH06Lzk34920fs+6nrfrODvAaA4RHhfHqwidp1LoBox8byervN/HZ47MozCkOaGuez+0vjmH0YyMBSD1+nhdGvc32JXuC99GsXZ/WvLHsWWLio7ju4StZMG0ZP727iKLcYtxKoKSv1v5ZNmTIEIMpBEFg1qxZzJo1K2hbRQu6ffPNP/624R8Hz7UWaH80+4ijPIQesworyCqscR+Xw0XGmewa6xkLsosoMCfhr6alntQyF9Qw/d2RfWfVm1ewvpW8bt+x9wyyRUCQtHur3w1WUBRVU6a/+lXA41E4l1uIYNXayNr9RbvB6vmUZY+IRwwslKIoAm5FxC2KuBWP+i16cIgSdtGCXXRjF104ZLX4SalHzaZRrn2cHgmHS8us4ZbwuCVkt4DiEsGtvpsWZIEx7bvwZP+LKHY42ZGaSk5pGbllZUSKVkQ3GiBrJYm17TAHDkZarXx089VEh9mJDrPz8fItfLNmpwHYQbXR2viWDeK5bXgfrBaJ7YdTmDxtIQ6HW4MFTeesv1bHC9CSJHDXjRfSoG4MufmlPPTsD2Tnl3qVE3rbIAA9dFhnLhvWhQ4dGzFt6u+cOJ6hHndJ073qr+shwKs4eHgXZI9Mk+YJvPDQbB+9rGH+mlLJO9yweSKyLJNxvsD7sGc2v2EzeGacL6B1h4Y+GTNCaZzVvoAosHdvCpdf0xNbpA1ZAZfL4wVfPymG2au8Z38KF13YFsUiYLFJaso6fb4GcPv2OZ9TSFm5k5Zt6nEyPTdgG3wg3GSlDid160YjW6r390NQoE7dKACyi0tV6NavSe3PpWK6RgGsFglBEOjcsTHzF+1GsQiablnRrmPtzYTi1T8nxkdjtUqMGtufNSsOUVTqRNA9z9rTnw7M6rLUE3vSy6MQECjML2XezE2+GT70tHaiukP04iqj77mEeo3r0L5bMx6//kNK9LcTwaoSagA9/OaLuOGBy5AsIp8/9xNLvwsig/AD6NbdmnHdA8ORLBK7Vh7k5Zun4TTfK4Jk4YiKi+CZbx/CYrXQvm9rnhn5JnvX+GmP/QBaFAWe/u5hWndvAahvfr/41+zQ4KzZmMlXc9sLY4zhI1uPs3f1wUr7dB7YntcXP01kjCo5lCwSqSfO+8gva+2fbS+88IJxDr/yyitcfPHFDBkyJKCdJEnEx8dzySWX0LFjxz+8vFp4rrVa+6OmeapU+PEbjwbO/t+K6Vs26SiNcYKWQxgVoD0Csijg8YiIooIePqMoArLkQdLS1Xk0iHaKMjbRjVOUcYgSVsGKSxHVNHQeFZrVVHQWHG4Jl8vC9U178eOJA8huEVwiuAUEt6BCggyLDh5l/t4jqmc5wKssaB5n03gTpAgKvDr2Mto2SARgz+k0SsudRFptlOn6aPR9oHihW7OnbrkUq0X1rLdoGE/zhnU4lpKt6Y21RgY4e/fzFUM606yRGhYpSSJNm8STmVMMHm8KOx+AVjA00Fdc0Y0OHRpRXFyuMo/kfWVu5IHGtL1gBIiNvn0gTVsksn/XGSSb5IVPLXjMsCBAfcX1vWnWuh65WUXUa1yHrPRCI2AqIH2i33Nd05Z1yc0qZtBlnRk9YRCL5+2kvMIZxPOMT+BfRKSNU6eysNksPPqvEezdc4blKw56lymYv/VlC8TGRXD0RAa33zKQp54YwfzFeziWnOEr2RAxwbA6j2aN6nA6NZcBfVvTsGEcM3/Z5l0v//XU5tOlTUOcHpnICDvDh3Ri+eajVb7CHtKnDa2b1aWkzEHd+jHkFJRSpgVv+pyjeuo5BS69pBO9uzVHkkSSz+UQFm2nrMypBrYpGkDLeEFaUWjSIpFnnrmGhIQovp25kciYMEr10uyap1qHaP38adQogeHX9ALgl9lbqFMvhqy0fO9xNeeGVtTUi1GRYQy8ohv2MCunk84TVzfaK+UAfNLZaQBtCbcw7tErsNosqqSndX0sNgtuPQjPr5w3soIkiUz64HY1jgZo2r4hTdo25NTBs74PfOYKiILA5M/voX4z9Ro/l5RGiy5N2b/uiCqtM5sJoO9561YuGNELR7kaHL996R5juaHs6vsu487Xx5G04ySHtxzj0OYkjmw55i0/HsTa9WnNLc/ewKrvNnDqYAqn9qdw5tA5r0TxH2AygveB/S9cxj/ZXnrpJeP3+vXrueOOO7j99tv/suXVwnOt1Vo1zAgqqqoNuofJ5IE2ffwBWvfU6pkrFFl7NSzi9T57VA+ixyOaJByKyu2igkcRkAQFlyhhlTw4BQmLKGMRrFhED25ZotytltyucFtwuS2IShgOh4zHIzKx/QDO5BWz5WwqgkdAcAkIbg3kFfAoCqI/MBu/vdvgU1VQ+9x+UU/qRUfxxoK1rDpwgqyCUp+qg2aQ8ber+nekb/umpOcWMXvFbn7dcFD1Ouvdzd5nvOBstVq4c/SFABw/nclHs9ax5+A5lUckggM06kNQq6aJdNBSHGZlFXP4SKp6TAVTHmgtuMwopqIHjSkKTZonEhFpp3vfljRrXY+0c3le6NC81Mb6+wF1ZEw4198+EFmWmfz6DTx225c+3l/1xAruiW7Wuh53PTocURS44dYB/Dxni+GRDMiUYQJVpyzz2js3AXDZ5V3ZvvOUlmbOBMx+MgxFAGu4heenXA3AFcO6MOfXHapXWPBdhjeFoDp8x40D6dC6Pp3bNuTn5XsNT7IZlv3TFXbr1Jhbr+4LgFuWWbrtKFVZeJSNu8eo58BbU67jpidnoFi816Z+HARTYKtTkRk+pJPa58UbmPDITG95bUVQr1s/kE6sF0NCgurhvvPuITzy0CxV4qX1QVSMN0+CR73ou/drYaxnh65NKCt3ajppXe+vGOCt28XX9MSuBU+nncnh2IFz3nPD/FBmgtorbxlI3cZ1cDpcLPhiDXM/WK5WKdTB3F8fLQqMuOsS2vduxZkjqcz7aDlrf96GWw9y939joi3rmvuG0fmCdvzy0TJWztlE8v6UKo9Pn+HdsdgsPHvNW+xfd9iA38pyP9vDbaQcSeW6hLuoKC0P2c7fju9K5pmr/l11w1r7n7G1a9f+5cuohedaq7U/YjqxYQJlfbzpt7/XGf/fsteLpcg6SKveXMWDqkGV1ZRxeBQURURRFBRRhUZZVnALIpKo4BZlXLKIJChIooxFlJEEGZcsGSW3G4fVZ1K34Uza8itul4DsEskpL+PTIaO49ufZnMstQnSZvMmK/h1EliF7t8GnPLfpe+nuJGav22sM+1Qd9PMAmvtGh9m59sLOvDDjd37fnqRm41Aw9MxeYNZA2OSFvnpoVyySwKufLmP5etX7pfKuhsmVAPQVV3YDYP4vu/jiizW4nB5VXi/rQYa65tnfC62QkBhNZJQavf3RW0vYsv4YukzCW3pcp8pAoD6rpQ8TRZF5szYHFBExg7PPg5wIWzYeIz0tn8ZN4zl7Otub+q4KDbPLI/Pxxyt5880bAahwupElc19THwOEBTLzSvh23lbuu+1iAMrcbiMfsgHA5n7qKcQ3C7cybEB7ANLzitSYAH17/CUb2vfvO4/x0NjBiKLA7uOpwXXPfsx1JNWbUm3+ugN4JHU/eR9qBZ8HXEGBcpfXe/ne16upUGQEi3Z9GvnMfUE6sYEaA1BQUMYzz8+jtMKlyXswJFjm6x0ZuvduCcCOzSd47V8/qfI5QQgMQjWB8eWj+1JR5mT664tYPnc7PhKyIABts0nc+PDlbFq8l69eXUDG2dwqM3EkNIih99DOvDD2Q3auPIisSzNCFVFBlT+cO5bOzW0ewe0KklYuWFCiILJrxX52rdgf0Lyy9HWOcicHNhw15vH/U+GU2iIpf9xKS0spKCjA4/EEnd6sWbM/NN9aeK61WvsTLMDr7AfRuizBX/ds1joLon6jVkEaEfAIKIKIInqQ1QYoioIsK4iigEdQEEUFj6wgCiKiKGv1GGQkUX0R51EEPG47t7e8mPvbD+bLpO2UVCgoLgncApnFJfRv0JSvrryOMbN/pMzlRHSb1tNPw+zzHcLjrO+H/MLyQGDG3EYxhn3LeCvc9/48r3cevNAc5N6qCN42LreHMY9/g6PCDejg7AvbioTq6ZO9AG21SPTt3ZKnXviZbduSVdjXoVvU5iAb2Iy/F7pJc/W19azP17L01z0+HuNKZRsaBJ07owbQpZ3NZeuGY8Z4f1D2MW2ajMCCH7fz0JNXknImR/V+avvDRwoRRMe8fddpNm46zqCL2lHuchuaf39gNksxFEHghyW7uXJoF5o3TqDC7UaW8OkX+C2QnJnPiu3HuGJAB9ILin09zyHgOaO4hN3Hz9G3QzN2n0w1gDukKXAqK5cKTZ7w27Yj6nLM55jifWADDZ61m+vqbcfYdvgsWDDesiii9/o1g3S9ujG4XB6ef20B6TlFKjjr0wV8IFo/Xt17t2DVsgNMfXWRmtbUz+vsE2goKLRsWx9BFHnohmmknlLjRgRz6jr9vDBl6ejQuyVvPTiTg1tPmM4doVKALsov46VbPq5RFUKPrLB37eHA9lVZJfBbo+qDtVZrIezrr79m6tSpHDt2LGQbQRBwu2uWS1y3Wniutb+HVRHYV62KkH9mRSvzbE2OTUCFoGDSPMW3rXGz1QBQBz8f3bP/t6YdNrzPAiArallsQUbWblwCIIuy5thUAVqtQighijICEqJWlbBDTBNe7n4d7WPr45I9zDqyF8Uhqd5Xl0BmUSkA7RITee+qK3no+0Wgcqe6HZV4loOOA98d5u94Mt9gzWBt2oclZj20/24WdBD2A2Kt/8L1B40gQnMGjoD2WkCW+oCgEBcXwePPzCUvr8R7Axe9DxEqJCuqF1owb6+6hKYtE1k0fyezZ2xUz9eAwEB8hv2BOiOjCKfTzfw5W/Eo+ICuupOEoL912Fz++37G3zuElLM5BjSbM154qyHq/QQDbj/+YjV9+7Sk3GlK6xYMmkUvHDsVmakz1jDtuTGUelwm2YZfXzNEA18u3cbw/u01eNa3xxeafQBagSW7kujZtgl7U85XDc+AoiicSMvmdHouhY4K9U5nPmfBkGzo12y5x01ZhZMPvl+HLKnT9dRxXp0z3nRyskC9utFM/XQF+5PS1OwdgrafTW9uDIgGmjaJZ+3qw3z+8Sp1og7CAV5n77CsKDx2y3TcWqAsYOQw9zETQB/YluwD14K2TyoDaJcuiTJ5i2taxjsoQIcooPIf2/9H3mdZEdTz9S9exv+KffbZZzz44INYLBYGDx5MkyZNsFj+XNythedaqzV/CwXH1TVFUW+8fjAd1OOs3wR1L6iog7O/9xkDhgQNLgRFwm6RaBQeQ+PIGA7kp1HqciAIogHV0VYb1zTuQ/vY+gAsPp1EZkGZBs4iohuyCkvIKComLjycD1dsIUyWcDo9fqDhu/7BPc3+TxnBLZjnOBhEm7/9C6dUBtC+46sGaPU4CGTnl6iedEFrrwG07/wFkLRtNVUkRICUlByWLNqrSW30DRJ8t7cSoJZROLL/HCuW7MOnyh++v/1zJ6vjBModbhYv3EPKmVxv2edg2TLMHl4NhtNzi/l27lYqDM8zPl7mQE+yCpbbj55l5dYkyj1uFClUW+83ApzKzuP3XUmcL/SHZ8H47e+FXnnoJCNPd6JEdiNUI+OGosDR1CwWbjmkLsPvQVVvYz6PK9xuvly4jYyiUjVrjt5HA1y1v5ZaUdv+VVuSWLHmiJYZRT0njJNMBDx4rxsgJ6+Uzz5drb0l8cp+/DNzCLJsAHRKcjZeD7FpG/WXCz6SDXwL8uhgK1SeC9qUvw9zAKG6miEAOoRVG6D/DO/z/0cAXWvVtw8++IDExEQ2bdr0H+Vyrsxq4bnWaq0GJigmeMF7QzXu9sHMD5r9b+QBgYMC6k3SYwIRGRSPSITVwsv9L6NDXF0aRcWQGBaJS/bw3I7f2VieAkhqf40Q8pwydsFGgaMciyDx1f7dCE4RwS2o2mYPbD95lqV7jrH8oQn0adyIU2dykNze9TRvg7rNium3X7sqrDLnRlCvddCGvm28IP0fArQmz9CzngQDaNWL6FeRUKUSDuw/5/X2SV5ZhgK+4BAMqFHnMf2D5TidHp83MaFg2Wd/aPP5dcFu3B5ZzU9uznzhFwBo1j3rkPzjwl3YwyyqpEXr4wVojIc3fVif9u7365DF4NOCAjQw/fdtZJeVGUF8/t5pM0ADFLkcfLB0E4olyOkR4mHslx2HOZKeBRbB79pTfM5Z/To8m1fIsTXZqtdZA2Y92A9B/y1o2XBUiP5941Ft/opxvarp5gTveunDQJnTZaSSM9ZJf5ukSzJFBQUtxzRySB20san+XmgdoI3hagA0BA0gDArQuoXwPodsX0OrlW94TVHgP9yd1VrG/4qlpKQwceLEvwyc4R8Iz70v64bb5eHUgRSK86qf/7ffVb3IOJ1F6rHz3kCIKkyySPS4pDMn954JWc0wmEXXiaJh6/qcPpBipJqqjiU2jsdis5BxOqvafQAatKhHUV4JZUVlNepXr1kiOam5gemEqrDYxOgqc3H6m2SRsNotVNQwt7Q93Ibbo9Q4l3VUXARlJY4avy1s2CSenJxinO7gwQVmM2fgGNi3DalZBZzJzFcD+kIBsh5wJEPTxFheGH0pBeUVZJeWklNeRnZZKVnlpWxOPYtT9qieUI9g3Idjw8MJF610S2wIQH5FOfetW8C2jHNoLlF13bS77YNdB3B1887cuvQn6oZFcjgtG9GtyjVED4gugeOpuYhuWLj7COMu6M78NQcQ3TpZ6NuKz3DI8cbO8f70edjwh2fzcBXHyvA+a/2MRxafcaEB2hA/a5kMQgK0LulQVHgQRMEAYPVNQtVeaD0tmWEmmDZWOcATJ3DqZJY32A98s2T47zN/b7QgkJNforb1y67hA83moEGTlMOpeHBWeIIH/olBvMna/HJLy7zALfq10dr5e5PP5BUYfYxj59fG/3l0b1p69e5Y2jV3KCNT1S0HPLQGwrSioMo7BLxeZ/2cUAT1TY5+XQuBEK0/ROnVAQVZK24kqH2DXTdGQKHsPZeMDDa6bEMvuOIx7Y5qA7Q+UakcoMELwv4e4kqqEPr0q47V0Ptcbav1PteanzVs2DBkgOCfZf8YeLZYLSQ0qkOzTk144P07AMhOzeXU/hROHUxhw89bObn3dEA/URKpUz+OXsO6csOjI6koc3Bqfwon953m5J5T7Fq+n+zU3MB+okh0nUiufehKBlzdh4wzWRzfdYrju5M5vvMkR7efpKK0IqCfIAgIosCUbx+mQct6JO89TdLOkxzbcZKkHSc5fzIj5BO5KIl8vu9dHGUOjm47wZFtxzm69TjHdyVXmpOyTv1YZh6fxpnD59Sy15uTOLzlOJkp2SH7APQa1pX73h3P4S1JHNhwlIMbj3J8V7KazqgSu/2F0fS8tKtannvDEfavP0J+ZmGlfTxuD28ufQrRIrFv7WH2rjvMsZ1VL0uURL7a9jKpJzLZt/Eo+zYkcfpwapXOybjEaL7Z/CJJ+1I4sPUkB7Ylc/JIWpUPCq3aN+CLRY9w8mg6h/af48iBsxw+mEp+UfDUSJIkkpAYRf8+LXnjqp6UV7hIPpvNsZQsklKy2HzoDFmFJV7dswIN4qLp2LwenZrXp3W9BOrHRhnz25B8hqkbNuF2qZH+qmRDoU/DxtzRtRdXtGxHemkxaSVFlLtd3Ll8PilFBfhQCCp8jGzVgSd7Xszja5ey42wagltA0rzNglsFZ9ENolsd/mn9AW4Z2JO+zRuz96ha4tY3iM+7zVF2G0Xm89/Hk4qxDmByrPrDUWUW4jAZ89So2AeSjXGBAI0G3oYXWtS8j37AbB4GDfw04PbxQuuBgmYvNIGlnH00zjq866ZltQiAanN70/4MKt3w1zNr7SuFZsGvjUmeEeBp9oNmHYQVn34EB2f/tpiX7d0u33XyG/8HzfxGpNK3PX4wLcje88CQByk6nGpvDIQQEK3nZxYUVerh8Z4fPl5obVhAe+jSvdB60DDafM1e51CZOEy65j8O0JXINyBkFcIA+UZ1vM811D/Xep9Vq822UTMbP348M2fOpLS0lMjIyL9kGYLyn75b+QutqKiI2NhYTh87Q7M2TRH9gspkWWb74j38+vEy9qw6YIyPqxfL60ueIaFRHerUjw3ab9fv+1j02XJ2LttneKI7DWjHI5/eTZ36ccTWjUGSAvvtXnGAJV+sZNvi3WqkNDDstsGMfeJaYuvGEJsYHZDoXZZldi3fz7KvV7Ptt91GSp/xr9zIRdf1JyYhmuj4KKw2S9DlLf1yJZsW7DDGPzNnEi27NScqLpKoOpGERdgD+u1fe5jv3/iFfVoktMUq8e7qF4mIiSAiJlz7RARs4+6V+/ns8VmkHD0PQLMOjXj8y/sIi7ATHhVGWKSdiJjwgGWu/n4TXz41h7yMAgD6j+jNTf+6hrAIO7ZwK/YwG9HxUYRHhRl9KkodLPxsBd+/tZCKcjVN1HUPDOfi0f2xh9uwh9uwhduITYzGZrca/fKzivh+6hKWzFiPrJ2+D759Mx16tSQswkZYpJ2wCDvRcRE+65iZmsf0V35l2+ojGhgIvDHrHuLrRhMVE05kdBhh4TafPh6PzK5tyXz79XqOHcsAUaBug1heeX00CYlRxMVFIvpVTfTIMpt2n2L+6n1sP5qCR1QLcQzo1oJX77iCOtERuNweTqTn4JJlujdvyP5z6by3ahNbU1PVktwS2kdhyuDB3Nu7L1vTzjLj4B5Wppzk/h79+O7wPoqcjqCBJHZJYt3NE5mXdIipW7eogGzyNgtuEDwgulR4Vr8VPn9kNPuOpfHV/C0BUgyrRWLk4M7cPrIfj7/7CxaLRMvGCbRsnEB8TARvfL0yAIh8gQ6f6TFRYfRq34S1e08GrH9llhATQYP4GI6cztBm5gtL3nGKz7gWDeMpK3eSnas/zCjefrKpvezbv1XzuqSfL6Ciwumdv2zq65MxRDGgplHjOmRkFKC4/XZksD+5plFxcRGUVziNSorG/tTNnGEB7z6Oig5DBkrLHDWC5rqJMRSWlFPhdgeHZtG3jz6+aYM4zmYX+IG0oIE8BANqURKoFxtFemFxyABBH6+z9h1ltyGJAoXljpAPVv77U1CgXnQkuSVlyB7TuWA+V8zf2nEPkyRiI8LJzitGMJ8Ppm/9fDGPqx8fjaPcSVFxhdZGMb69/dV8z4LiHd+ubX1SkrPVgD1F0YIRdY+2rGW0UXx/Kwq9B7Zh94bjGO/09b7md/yKAqZxtjArPQe2ZbteCEefDios6/3M44AGTRNo0Lwu+zYc9QKxGZ7N57RpfK9Lu5CXUcDpQ+dM04Od/94+FqvElXcNZcO8bRTmFFcbnuvUi+bKO4fy41u/VukkESXReJvZrk9r2vRtzuOf3E9hYSExMTHVWt5/w3QG6vTjv5D87rl/tnnKHBy56e2/3T74I+Z2uxk3bhxpaWm8+eab9OrVi6ioqKo71sD+EZ7nH99cQHFmGVnnclFkmanrXmb5zHX89tnyoBKH0sIytv62k9zz+eSl55N7Pp9mHRvzwAd38Ps3a1j8+cqg/fIyCtgwbyv5mYUUZBaSl1HARdf3Z/j4ISyfsYalX64m40xgv/TkTNb+uImC7CIKtc9NT11Hq27N+X3GGpbPWEvW2ZyAfqf2p1BR6qAot5ji3GKKckt4/Kv7EUWB32esYeW3G8g+F9jv8JZjJO8/Q0lBKcX5pbgqXDz30+NkpWSz8tv1rPxuQ4A33e3ycGDjUcqKyikrKqe0qIzYxBjuf288546dZ/Wcjaz+fqN3v2iZK0qLyjmw/ggVpRWUlzqoKKmgXe9WjLz3MlKPp7N27mbW/bSVc8fOB+zLAxuO4ix3UlHuxFnu5MJr+tB7WFdSjqaxft42Nszfzrnj6WoH7QEn/Uw2e9cdwVnuwlHhxFHmZNQDl9GsfSOO7khm/a872bhwF7kZmoxGA9dTh85RkF1MRZmT8nIHznIXD7w+BlES2briEOsW7mHP5uO43bqoWLX9207idsuUFldQUuLAZrfy5BujOXU8g5VL9rNm+UHy88u8JbuB4uIKNm8+Tk5eCbl5pWQXltC2bQPuHj+Y31Ye4Nc1B8jIL1FBQ/I6dM6k5/Hpoi0cTs3keGYuDjzcNKg732zYxYqkk6rnyIIBOTqMzDt8iF+PH+VofpYBDp/uVB+mBM2l5y+fcCoy1/3wPdklJUie0N5mFZwVA6Anv7sAV7kbiwn4bFYL11zalVuu6Uv9RPWP6vdvTkAUBcorXJxJy+VMWi4Wj8aN2q5SvxUTuHk9kR2b1+OtB67G5fGw+cBpXNqDaFXOj/joCD6fPIaisgrufGtuUA80xm/Noyyo/d7/1/XsS0rllc9+D9RB6zINRd2Jugc6KsLKO6+MZtmqQ3w9a6Ohbw7qhcbrhRYEgXfeu5nFv+3lhzlbfeFCz4Bgvr/r260oTP3kdpYv3c/cH7f5tAcCgNn7MCLw1Zd38eO87fyyaE+1Pc12u4UfP76LVz9Zxurtx31BOAQ0KyK0b1aXH567jWtfmkFKdr7XyxwMnE0AffPAHtxxUW+GvvOVsf5BPc+C77nw9ugryS4p5fklq3zOh5Bae0U9vqufmMikuYtZfTTZ63HW++neZd0DrXluB3Rpwbu3j2DQlM8od7jULDb6CSab1k+Xc8gKCPDI7RcTExHGI6/97D1u5hMURdXSayXhEQUSE6J5591x/PD9VubO2aq9FdHOX1lRZRu6B9r0+7pbB3DPk1fy2M3TObbfC6Y+3me/cy46LoIXv55Iw2YJ3L31JGXF5ZhLeRvr7NNP5KKre/LYtPEc3naSfRuOej3KQbzPsXWjKcwsJDYxmnvevJlhN1/EjBd/8oVnP++zKIl0HtCegxuPctF1/bjrtZtIaFSHjDPZ7Px9X0jvc5eLOmC1W0g9ns6NT1zDlXddQn5mIWvnbiH9VGbQ08Jqs/DYF/fy7Us/0fGCdox66Eo6DWjHtuW74JOgXf4WVut5rpnZ7eqDhqIoXHLJJSHb/c+nqls+Yx0WQfU8xtWN4Zbm96uJ5UOYy+Fi9ivzfMaVFZUzrul9uByhy3hmnM7i+9d/8RnncXuY+fyPhpc5mB3ecozDW3xzCf70zkIObz5Wqb564/xtPsNhEXbev2c6B9YfqTTYYuEnv/sMN2hZjyeHvsSRrce9IwPEpfDNsz/4DHca0I6HLniaYzuTQy4r93w+3zz3o8+44rwSln69hhN7TqvpmYLYiT2nObHntO9IQeDzp+Zw5rAmCQiyjtuW7mXb0r3G+tvCrNgibGxZvJesc7neoCm/tHTLvtvkHScK1G8Sz7Qpc9m26jCOCpc6Pz0Dgcl+nL5Wu8mp01u0b8gDYz8l+UQGiiiqsCKKGGW4gfIyB999u0nVfIoCiiRQ5nBzw53TcSGrICGBl2zUe+j5nCLmbziALIEiCQgS/LhpP7IFBK1EtF6aVxHUG7IAJGfno1jUm61/AJ/vsO/07PxSQPU2C27BD5h1gFa83me3gtvlRnIriC719XXTRnV4aMIQunRoTGx0uLHf5v62i/lL95CRW+xzrxUFMzz5Zgfp3Lo+NruF5o3ieeLWS9h2KIUXv/4dly7dEfCBIfPf8ugIOxZJZPrk0SgoTP5skRea/QDaeN2OCsB2q4V3HruWCoeLd79dY5rmB9Baf0XPnKDA/XdegiIrfD9/uwbY3j5GWXb/jByCQJcuTWjQMI7165M04NU2xuysMwGzYYJAWLiVMuOc1dv6wrL/OEWA48mZtGvXwCedXCho1vtUuN3sOpTCkAvasXLX8ZDQ7BMAKEJSejYZ+cUM7dWWr1fvDIBl1fNt6qut5/60dBrGRVMvPoqM4hI/aFZCwnOhs4KYCDuy1ffvYmXwXDcqEoskcr60WA00NHmZdU2zoUHWs2nIMKRra3adSqVUdqkPs7KgSSoUbypJExcjCLRuksil/dvzyJvzvBpvTaJhaKH1E1wWjEP59JQRZGYWMX/BLjXIU/NqBwNoSbTgcbm55Kqu3PPklXzy+mKOHUoLmoVDB2hREmnZvgHF+aW8NuteBFFg8vUfqqXKfQL+BB/5xrX3XsL23w9ww0PDufrOIfw87XdmvrYgxM5W90GD5ok8+cXdLJuxnnveGEdpURlPj3yLPWsOhewmigL/+vo+4urHYg+z0qF/W5bPXMe3r8wjLz0/ZL8LRvbiuR8e5fShs7Tp0YKM09l8+MDXrJ6zIeS9Oq5uDC/Nf4LOAzvQ94qeRMSEs27uFj6Z9A1HdoXOBVxr/zwbNGhQ9dLb/gf2j4BnsxVkVz9wz2znkzP+UL9gOurq2MGNVZeQ9beKMgf71x2ucb+M01k1DjIEfGG7Brbp151/qN9v01f6ZAyojjkrXCz4dGX1LgRdNAhkpeWTdX63Cr76TUJP/aaZfpMyjeHMcQ2atQAvn6AvwKwx1AEWIC0tX/UomYoxeG/W3nzP/ppL43WuDgvab0H3WunjPN5lmVPI+QMziomv9HZ6EJL+uln2HS9o62QUXtDn44HUc/k89ap604yMsNGwfhwN68cSZreQmV6kO5O9u0ff3XoGAW27IiJsvPLAVUiiSP3EaD6bt5lvl+3UnxWM1TUdCmO7BvdoTa92jbmgU3NEQeCeqT+TX+zVoJsDCXUwRoHG9ePo1qohg3q2olHdWO58+XtKKpxG3GBlAN2gXhyN6sZwzeXd+dcr8ymtcPlqt/XjiW9Aoe69HnZZFw4fSSMto8CbKxoCUiAKQTK1hIfbKHe4jJRx6jJ94dkb8CcYw8dPZnLJ4A6+OZmDALP3W52+ZucJJo8fijXcisPtDgBmRcRnnvq4NYdOckn31ny5cacXlkN4ntXfCofys3C63XRt2YC04ye8oKxvmxmkTddmgauCtjEJeMK8Z0mlGV4UqJ8QDUCaowhPuOK91kwPnnoJen2apAhc3Kkl09dsR7bjc83obc2SDFEB2QMTrxvAgZPn2Zp0FsHqbW/INvQMGzLYBInmjevQt0cLOndqzL2PfIvTI4MkIgiKN8Ud6jHCI6tFUp6+im3rjvHEy9cx+/N1LJ6/E0QtK4eggCmoWl/WNeMvov/QTjRrU5+stHxevONLivRAe81zLICP/rlttyZMfGk0Nz16FaIk8sJNH7Fj5UHMGTj8vc/RdSJ57ZfHadquER37tWH+tN+Z/fovhpMrQP8sCojA5C/vZei4gQDsXXuI+/tMMZwrZjN7n4fffjGPf3EPkkWiXe9WvH/vl6yYta5SqUaLLk15deEUGrSoB4Czwsn9vf9FTlpeJSfR38f+znmed+7cyYsvvsiWLVtwuVx07dqVxx9/nLFjx1ar/8yZM7njjjtCTl+7di1Dhgyp0TqtW7euRu3/iP3j4LnW/kdNlqmsUIqiKNV/ktSDfszzrU5fk3fZF5LV3+bsGj65oE3FNAwg94Nk/TWxohGafkM1A4OxikKQj0fr6A/L2ncAMOOFbO9N3O+jKAY064UgdC2m4P/mQ4GyEgfJJZkkJ2caq+mvPxU0wBIExZv3V4TJ44fStEEdAJZvOcpPy/aAR/G+Nsa7Dfo+AtUz9eB1A2nTOJG0nEImvPkDecVl+JCuvg7eXYQA3DSsJ9cO7oIoCtz35s+czy0OAs6BAB0bE86bT40i3G5l+fojbNl7SusnaFCveHe/PkNNytG0aQLlZQ6GXNyRb2ZsCOoxVo+NNo8g52VYmFWFZ92Dqe8T8IFlfz10UnIG42++kLBIGx4UHC538CBAM9gKsH7/KZ62Dqdvt2aczyvixPkcP/AVTL+9fVcdTebmQT2pXy+acJuVkzl5XoAWUYMy9WVpgXAewcPhrGy6NWvAhvQzFLuc3mtAa++9JrwndoGnnNhwO3K4bJyPlZmgCNRPiMThcZMtl4EdEzwLxvUo4IXqlnF1iA+LID4ygtUnT+HRIVjv5wfSggzX9u+Cy+Xm0t5teeCD+epbJBM0B4Povr1acM/Ng2jWOJ5Pvl7L6XO5aro7j3ZGaput6Fk7EGndph5XjerNFdf04rd5O5n91Qb176E5kFAS1T84GkQnNIzltkcvJyIqjLQz2Tw7/nPKiit8/65p57AO0BHRYTz95d1YbRbq1Ith1hsL2bXGz6HjB9DWMBvPz3mYpu0aAVBcUMrBzcdUzX6o4yMIPPrpXVx26yBjnMVqIS+jsNLjOvrxkdz79q3qcvJLOJt0noiY8ErBuf+IXvxrxoOGBDErNZfssznEN4j7x8Dz39XWrl3L5ZdfTlhYGDfddBPR0dHMnz+fG2+8kXPnzjF58uRqz+vaa6+lR48eAeNbtGjx563wn2i18FxrteZnPh5nDZL1TA3qdN3bqY5Uo+lNNz49HZ2iFkvRXxObIdroot/EzaCs6yrNZCihATSVw3KQccaN388TrY83e958PNOm+5Fv1o0Q3j9ZUeUoxgOECtFDB3dgxJAuAJxLzyf5bA6RYTYcxW7NdSd4vY94t00R4Mr+HWjTWC17XS8uioFdWrJoS+DbGZ/X6ApERti5ZlBnwu1WKhwuBnRtwaHkdK+0wrR3/QH6gp4tadO8LgB7Dp+jXmI0WbnF3ocjM0Tr54UG0S1aJDL5oeFER4dRUu4gLj6C/AJvCkmvhzwQmhs1imPghe2w2Sw0b5FIUUkF+zStqDm7hjm4Tv+uWzcGe7gVSRJ54cmrWbbuMGu36zKM4DmYdbDu0KY+p87n8q9bh3LgVDpTvlmiArPZk+wDxRAeZsUebqHc6WLW3WOYs3M/x7fneuHaxwOtGOMuaNqU1JJChrVpTacG9bhl8U8mYNZObB+IVhjapDVxkXYSIyJ4ZuBgpu7dhMNTuU7xnk796JrYkNzyMq7q1JaVZ07icHs077EOzN4HXhS4tX8PLm7ZkrTCIlo0rMP5siJkD2r+ZfNbGlkdJ8jQpVUDRg/oSl5xGXFx4Qg2AdkdCM2CRwVGQVC45KL2tG5RF7fbQ716MVjDLTgrtOBQWTF5nb1f426/CFAfJrv0bEbdhrFkpxcSNBe0JIJH5t5nryFCC9BWZIWu/duwfdUhX5mHXwaOSVNvoVGLurhdHnatPkTqyQwkm4Rcrr3VC5IS7tGPJtB9UAeO7T7FrlWH2LXyAElBpIA6bAuCwMTXb6JBi7r8+PYiknaeJGlHshFsHsqadWqMo8zBE8Ne4ezRtNAZnvzW89jOZEbXn/gf553+vzRzDOhfuYyamNvt5u6770YURTZs2GCA7wsvvEC/fv145plnGD16NM2bN6/W/EaNGsWECRNqthJVmNPpZNWqVSQlJVFaWsrzzz8PQEVFBUVFRSQmJgYklKiu1cJzrf2zTPfy/jfM7H02xqHRlv7DBNZ+HuFg+Z1Dep/NUC3gLZig6Z9VzxKhYRl9Ofpv77oFepzBH5b9JRu+81K90g3qx5CVWYSsZwLw2VbNkyprHkRND1y/fgwPTRjCktUHWbL2EPuOpXm9mYaG2MiQ7J2lADZJ4r5RFwKwYucxPlmwmXM5Bd5j4Ue/ZoAeNagLEWE2Kpxuvli4lTnLd/vooCvLBX1h79YAuD0ySacyyMwv0eDCKyUIBdERkXZiY9UsL5df1pVVG46qDxQ6NBPa0rOLuP1WdXvvmjCY2+/5ysj5HCwDhblaYE5RKffePhiAi/q05rtFO4x8zWYvc7BUcy2bJNCuqfqwcORsJopF8AFlA4ZNco5S2cVVPToQbrPSxBaLaBWQbab5asCsSIrWVwXi+Ogwrm7XAYACZznYVe2DoIGyoLUTRPWcFwQFq03mjo591G1r3Jy3D63C4k2+E9TKhAqubqUu54YOnVicdkTVFCuoD2taXm71oVK7Li3QvE4cAP1bNWX92TPqg7MMgsf09sYDSCB6oE2jBADiIsNxoeDSAoR1uDb6Cur1HiZaGNSnDQCZOcWs2HSUCtmDIAneNHba8dZ1y02bJTDoko7IssKy3/byzaerKS4ox6hGGiQXdL8hHRh0RVeS9p/l5y/XsW3FITW7hC5hCwLQV912EfWbJvDJMz+x4ddd3toG5vzPfgVU2nRvzu7Vh/ji2bkUZplgNkRKO/UBAr5+7kfVWxzMYxwC0s8lnefskbTKD3wQKzCvV639abZmzRqSk5O54447fDzGsbGxPPPMM0yYMIFZs2bxwgsv/J+s36JFi7jnnnvIzs42Htp0eD5w4AADBgzgu+++4+abb/5D86+F51r7Z5pJ3/znzjcYMCter5Ak+LYxg6yitdVytxoAqoGxAc0mUNZL6RpgJ2j3N9HbRkRA1n3hQQBdHRb8hk1tZe8yvbCsGOtiyDeM31rKK21+EjD6+r60blWPN95cjOifmk1bBoqCIAlaZDgoEkSF2bn1vq8pc7jUzCPGg48JFEQvQIMXZK8f0o303GKemr6Ew2cyfAFStyAAbREEbhrWk13HzvHazJWcyyoIkpXDC9DGPBSwiCL9uzWnpMzBcx/8xo59Z8A4NoKxzaEgOiJCTXWYl1/K61OXaDxk8haHMkXBoygcOJTKhf3bcOJUJmfS8rwafcHkrdbPD9N4GYUv527m5UdHApBbVIZsVAo0QXMQPfPs9XsY3KM1fds1xWKRkK0EwrOAD0jLksLLq9bQr0UT6kdHIVpEZGsQYNZAGu334rQjTMzuTc+6jcl3lSGFedRsFho4C4KC6Pe9o+AouY4SEuxR7M9PISy86kJLyWXe7D/fJW/HYvd4z0sdnjXPszqMGrQLJOfnMnXXFjw2xQvNkuL1OEtq9hpZgrYN1LciL85fybJDxxF02YYGy6LHC8KiR6BfjxZERtjZvPcUL3+0hJJih3ZNaGemoErDBONiFxh364UcP5bOR+/9zrGj59VzUCAQmjUJh91uoe+QDvzr9i84sOOUAbI+sjeTZAMAUWTnmiMs/W6TN32df/nuIACdfOAsJ/enVH4w/ADaR2LxV+V9/h8rnKJ6nv9ap1FNPc+6rnj48OEB0y6//HIA1q9fX+357d27l9zcXNxuNy1atGDYsGEkJCTUbKU027x5M6NHj6Zhw4Z8+OGHbNu2jR9+8CZM6NevH23atGH+/Pm18Fxr/5/an+GJ9r+RgEmuoRc5UO9YQXXPimk9/DzNiu5xDuJ9FnSg1u9PurfJn91RAdp47RgMlE3fAV5hPw9ztN3OVQPak5tbwoZdyb7T9VfU2ja1blGXJydfRYf2DXlk0ndePbQOy/oDg748fT9YVJHr6ZOZWmYRnXy90GyGVnWs5r3WvNCHTqYzd9Xe4NAczLT59e7QlG+WbmfBhoNmNY3PInWA1qFXH9e1XSOKSx1MfmcBZ87lmsBZO67+/fwgOiLSjiwrvDZ1MbmFpT4BqgFmvllp59Teg+e4sH8bVq0/6i18oj+nid794DNe2z8rtyVxy5l+tGtRj5zi0kC9sh80I4AsCSDCcz8sZ96/bsNiFZEtftAsmUFa1bIjQr6ngqdWLmfG9TcgWQVkm2KAswHMkgbFoqJW7BMU3jiwgp8uvYMidxk2uwtRVBBFNXBNEmUkDZolUUbUTubl6Xu5ucUgjpacIiosdMEoUCEjzaHKXc6U5LCr8Dj2MBWcZVlE1sBZVnwBWpAUZEXhiQ3LqJCcCHYBxaMBtEeDYgk1T7MITWNiibTbeGPJOubtO4yo7TfRox0nWUDWi6doaRyH9mvHF79s4ZsFW0EDcfWpVfv2mNX3EBVpY+/+s7z99mJwq9eWICsomjRDQAAJFaC1rBwOp4dPXl9syDGM/aIFERom4gOu2efzMfTP+rRQAO1z6gZJXeef8i5Y+8rsfwx+/xftxIkTALRt2zZgWoMGDYiKijLaVMemTZvmMxweHs6LL77IlClTarxur776KnFxcezevZvExERycwML4fXp04ft27fXeN661cJzrf019ld5hkMuL4jHuKr2aNCjw7dBWlXPK6TuWfcOGBDt/e0r2TDDsmLoftWZB1ldUG+UIUDZIoh4FNmrozZN073OfVo05oZ+XbisRztOpGZz1xs/etfNnGVDAaskctutF3LzTRdgsUgcO5bO4QPnTF5r3XOtmAqGKFqaPhFBkdXX/4rgzaJldvPqnnwzSOsPEBo8HDmV4YVXb8/A/SOY5i/AjmNn2X7UO00wLcZ/PoKiw7oK0NGRdu58cQ4FheXasjWvsaLndPbuIx9PtPYQFRlhY8787ew8cFZLLVgJJAQ5znsPnQVg1cYkn2wZEByYfbTQInz600b+/cjVlLrdqkwhCDT7Z+NQREgrLuaNReu4pk9HZC3XuA80S4qvhEMbXnv+NN8f2Y/FKqDYZBXIJAVBklVglhREQUGUZA2SFQ6XnGHF+cMUu4uJDHMaoCwJaltJlLGIMpKgwrOsCKzP3sLNLQZxuvQ4sfbAyq5mUxQBt+IkrSyHBambiAqrwCOL2kfAI4vIioAsCz4wLUoKXx/dzt7CVLAJKB5BfdPk0eBUl2KIKkS3aZjAh+u3MHPXXgSLdgnL2reIV+fsUR8aRAHmbzjA/mPn1XmgaFkyVS20aDrT9WuguMLJ76sOqm0kdZ4qBPsBtLmct66B1lMdmhg0OEDrv309xAGeZp9z11e+USVAB6tIWGt/SysqKvIZttvtRt5ksxUWFgKqTCOYxcTEGG0qs5YtW/LRRx9x+eWX06RJE/Ly8lizZg1PP/00Tz31FBERETz88MM12obt27czevRoEhMTQ7Zp2rQpCxcurNF8zVYLz7X297SawrDRrwpolzXPWLVS3+mQh2/QoEFgXioz8seiA6VKZopigmqz91kDWjTPswGUla6P+tU4NoZ29RNpWy+BdvUTaVc/kd/2J/HVhp1B03fVi4zko9uuoWuzBgCUVTh57qtlyG4F0cgIgCHZQFGoExdJQp1ILFq1zF9+3oHgDgLNOkhr/VXvPGqaNUT9n/f+LWj/aUSraE8hIcE4mJmg0Wd7tZn4ZH8zPc+YmvjztgHQ6/cme2Fbb6xUAtGYIBqFEynZrN54VJWoyAQNDKzMTqRks2nHSTLzi/8fe+cdHkd1fv/PnZlt6s2SLLl3G1cwmN47Cb2GlkAKSegJCSmEEloCCaEnEHq3qcbGuIBtjAtuYOPeJUuy1bu2ztzfH1N2drUqdkK+IT+/z7PPzs7eO21nZ86ce97zmoxiT4DZPU/AknW7mPPF5q4lFxZoduap8ff312wgK9MXr27ZDWiWqjS3T5Xcu3w+5wwfBV7DBMuqJbtQDVTrZYNiVTHfn90+k+OLxpDhC6MIiSYMBzRrQrfe42CrObadVQ1riFFJXjeF1gzrYMUMhc2t2/m8fgmZ3gi6VIjZAFqKTmBaNxTKg3W8tnU1qtcwAbUukLqCjCWBaAsYr6ur4ZMdO0xrOlvXrFskskXWKvZ5pJvSmi93VpnyEAEO22ydmQYmCFWSADTY/y3zf5USQHcCze4T336KNj/3BkCbp3oS09yVfKO34QLQiaW+O7PZZqPUy///UbrxnyyS0r9//4T5d955J3fdddc3tt7jjjuO4447zvlcWlrKlVdeycEHH8zkyZO56667+OlPf4qm9R6uhsPhHqskNjU17XeyIBwAzwfi/zD2yX7uX1+Z+d7L9SXLNbrUPRvgD3jIyAnQForQEY6a94FUzLMNmDGlH0eNHcy4YX3xelQ8XhWPR8Orqcxes4VFW3al2AcoycnksUu+w0GlRc7sB2Yu4OUlXyY5Ytj7AU1tIXZWNzjg+aGpC6iobkJxOwhIEiQbRlRn8uTBrF1Tbhb7+GSDxTCb5YXt9G9nWreAt31sHFGuAjHX/VlYqFMX8QQ/+6ED97R05BHdRScQ7W4v6dQ/gXl2TbsBdAK7bH/ngOXUINr+MNvydxcWc7uvoSN57MX5CYl9XQFmZ/+t720m+bG3Fzng1w2cU1nOJQBoBV5a8RVSMzXNtjxDdgGabWlGuwjx1q6vUL0GimIkgGZNMdBUA4+qo7pY5Wa9igW19WR7Q2hKHCx7FN15V5AoLpQ3veoFCnxtXR47w2UMHZUKM/dMJaA1oSoaMUMhZqjEbBAtFaK6ak2bAPqd3YvBA15FIRZTMRTFOg4CGVOsUZU4iK4KtyI0CzRbshRFMb/Hkm4YwsLIAhRhyjgU63cziWHXU5g1bdAZQNvnkrAdbVIB6CTQ7Hie28mB+yhqTQC4yfINdySD317KN7pdxoH4P4vdu3cnAM9UrDPEGeeu2OWWlhZyc3P3ezsOOuggjj76aObNm8fGjRsZN25cr/sOGTKEFSu6r0exdOlSRo0atd/b960Dz9/73fkMGtOfyu172bO9mspte6natpfG6qYu+wghuP7xaxCKQuXWPVRsqaJy61727qwhFu3a8iiQ4efGJ39E/d5GKjZXsXtzFRWbq+JZyF1E3yFFXH33JVRsMfvs3lRJ5dY93VZFBJh4wlhOuOwodm+qpHxjJeWbKqkpq+u2SiHAKVcdx5AJgyjfsNvst7GS1qb2bvsAXHLbOXh8Grs2VFC2fjeV2/aaGdlAVwyuoip8/56LadjTxM515ZRtqKC5rrXHdWXmZXDpr86mfFMlO9dXULahosfjATBk3ABOufxodm2spHxTFWWbqgh2dK95BDjh/EM55LjRVO6soWJHDZU766gqqzerDXYTN955LsPGlFC7t5mamhbqqluorWllw7rd1FS34NY929INKSX33nUBI0YUYxiS9o4wHcEI8xdv5tmpSwhGo7jZZyzcgSH5/umH4rHY3eb2EPe++QmL1+9KSZ5npvm44OCxDMjPAUA3DO58dx7vrlpvLs8O13RxVgaPXPkdBubn8vqCLynKzuCDRetM4GwnCjoMsgkY/ZrKvX+8iPa2ML/91VsM7J9HLKIjdMOSgBidQbNhmDdwQzFZ14QtVyxdt32DNFGzKVmx3USEw+q7WWiH7d9XEN1Nn+RlJ+LfOIucEminANHJ2+mWdHSKXjy7VdQ2W6MjNjhOtKdLZpsBx45OKtAUCpkA15FsiASruQQArVptLLbZUI3Ocg0biKsyDppVackzTKZZUQxUzQLNioGm6ngs8OxRdbyK7gBnrxKzwHI7aR7dBZp1PBbr7LGm1QSKtJVCb+pjpsvEP0xUqkRlkDyvRsxQiUqFiKERtQB0RFeJaarDRkcMlaiuo6gKkZiKqhrougtEK9JkoXVh/ra2B7fFyKMLCyxLx1HCZqHtLTNwJf/q8Xlxttk5yxIBtC2HssPGsy4AjVWox5GDQVzKsb/yDenyYU9mmlOwz4ls8r9JvvGvssf/I+yzzb180+sAU27RE2sLca3z1q1bOeSQQxK+27t3L21tbRx22GH/0jbZsov29p7xjDsuuOAC7r33Xl544YWUBVgefvhh1q1bx5///Of93rZvBXguGVbM0DGD6T+qhOEHD+Xo8+I/iGEYfP7ucl65eyq71u925nt8HkqGFlE6vC/9RvRlwOh+TDxhrPO9rhvMf+Nz/vnrV6l3lQH1p/spHVZMybBiSocXM3TiIE4ed6zzfTQS44MnZvHyXVMJtsW1dxk56ZQMK6ZkaBElw4qZeOJYTro8bgDf0RrkpTvf4v3HZ8UBKpBTmE3J0CL6DjG39ZSrjsfjjf8stRX1PH3LiwmlvIUQ5PXNpe+QQvoOKWL4wUM478YzE47Z1tU7eOLG5xOqCCqqQkFpHsWDCyke1IehEwdxwqVHOd9HwlFWz1vL07e8SJVVCANA86gU9MunaGABRQP6MOqwYUxyHcuGvU0sm7GK5+94i5b6OJD2Bbz06Z9Pn355FPYvYMoZE7nolrOc361qezXzpy5l6l9mEHGB2vTsNIoGFFA0qA/FAwo47YqjSbfsvwCqdtbw5l9nMveNZc7FWghBQWkupUMKKRlSzKDRJZx88ZSEY7JzUxX/uPs91iyLe5B6fRoDRvZl8MhihowuZdiYEkaM7ceIsf0A2FvZyGvPLqCuNvEBITc3nXETBzB2wgDGTejPkCFm5SpFETS3BHnyufl8vnJ73GHCAoVjh5dwwpQRnHjYCIryM2lpD+HRVJZtKOMPL8+mpqXN1MraK5KQ5fdxxXEHc+XRkwhHYzw1bylnjB/Ji4tWM3vtlgTA6J4+bGh/HrriTKqbWrnsodcIdkQQtgetpJOnszAkAslvf/1dCgsz+fmPXyDUHmbzxj0mcDYSwbLQ46DZZKENczSBVKSvgoKBgYL0ADLuB20CTytNMAGExpMz7QeVnqK7NiJpozoDZ1zgPQUL7f7e6Shc38mEdr2SoNC5XXeyDOd7AZ2qBqYEyHFdc7cAWo2zzfF5NvvsSgS0QbNmOKBZUQ00LRE0e1Udj6rjUXS8qo5XieFVdDRFxyMMNEXHp8Q6gWW/EnWmPSLmJAx2F6kqo0WlRkhqRA2NsDRBc1SqhA2NmFQJ65oDqG1WOmKY8zWLqbZBdCymEouZLLRhM9AxJcH/Oq5dxtxm66GHGBhaPKfZBtBxBGzP7wygpX0iOe+YlU91c/k2A23/lgJrsXYCYbJ8oycAnQzPEkCvixlOlTyYrH3uRaSqOthb9rnX0o0D8Y3FcccdxwMPPMCcOXO49NJLE76bPXu202Z/Q9d1Vq5cCdBrr2g7brvtNt555x1++MMf8vrrrxMOm4Tbr371K5YuXcqSJUuYOHEi119//X5v37cCPD+96s+kp6WzZ0c1uzdXoVs3609eXcRbf36f8k2J3o8FpXm8VvY0iqIQi8bYs6PGYaYjoQizX1zAtIens2dHdUK/w86YxH0zf2u2C0fZs72aWMRkpttbOpjxj7m89+hH1Fc1JPS75Nfn8sMHLgfMEtt7tlcTsVjVxuom3n98Fh8+PYfWxsQhx9+8ehMnfs80v+9oDbJnezXtzR3k9Mmiavte3nlkBnNeXEAoiWl99uu/MnCMCe7amtqp2l5NJBTB6/eyY20Z7zwyg/lvfE40qjt9fAEv7ze+iOYxf/KWhjbqXdWVNi7bwjuPzuTzd5ejx+L9Rh46lMcW/9HRBrU0tNHeHC/6sGbhBt57fBbLZqxKsCA6/QcncOs/fux8bqptcZZrGAbLZq7m/SfnsOazxDLmP33ocs79qWl9o8d0aisanP1obwky+5VFfPDsp1SX1yUw4w9/+EsOmmL6pzZUN1O5s5b2liDpWQHWfbGdaU9/wor5G83bg3UnUxTBm8vvIpDuo7W5g52b9rBlXQUjxvajZk8Trz+zkLkffknMsECc5dfbf1ABz73+UyKRGJs3VrFi+Q4Wfb6FSy+ZwsuvL+Ht6auJGHqC+wYSTj96NH/4+Zls2lnNO/O+4pOVWzhxykiCkShvzv/SSTRyQUkAbjz9KE4eN4yn5i5l2tKvCUVjfLZ+J2V1TV0CZyHgl985hs/W7+D+tz8lEtRRYibjpRg224wJ+Fwgujg/i+HDivj9b6ZRW91igkU3cDYM17sBhoEqJedefTQzXvqcSDTWGUBb7DJW4pR5wxcEAhqnnTKOd+d+ZdVqMW/0NgjoCoT275PDqIGFzFndQ3n5pHvrpOGlxHSDr3fsSWjSiV223y32eMpBA9hT28zu6qZOUo1EsGz/3ia4mTi6HzX1rVT11mfWelAYO7wvTW1Bdlc3dQLPXWqgBUwYUUJdawfl9U2d2Oau/JqFJjh2xCDW1uylLtSRyDYnSzQsplloBgGPyun9RzB7z1qEDZSTQLNfjeFVY/jVKD7FnJfvTWdQ2gC2t61ywLNHieEXMTwi5oBmvxLFK3QUC+1leUcAkpZIYva+0YWdScjwEJEqhWnHUBncQnO0jahUCRkeE0SrGlGpEjG0BCAdinko8PkZmj6ExbXbCMYMokKiqiYLrQuJriim60hMSWChDyktIRrRWVdVY4FpKwlQt0Gzvc2Jco1zjx7LkjW7qGtoSwDQ0hbvq9a7xJGN+Xwal19yBK+98jnRsB537rFGcRzQbI+SWUsdOKKIY08byyuPzSW1/MKeTtQnH3/eZDIy/Xz4wmd0km90we5m5GVw0Q2nseGLbXzx8ZrO63OFP83n3OeGHzyYC28+k1fufZeKLXu6XL7X7yG7IIvainq8fg/HnD+FEy49kj9e8rduRzVHTxlOxdY9tDa0UTy4kBMvPYqCwXks+OH7Xfb5v47/pOa5t3HSSScxZMgQXn/9dW688UbH67m5uZn7778fr9fLVVdd5bTfs2cPzc3N9O3bNyHJcNWqVZ2Ya13Xuf3229m2bRsnnHACffv23adty8jIYNGiRVx//fVMnToVXTcxxMMPP4wQgosvvpinnnqqS0lKb0LI/+KyOy0tLWRnZ3P58J9QX9ZMLBpjwKhSzv756Ux7eDrVZbUp+wkhOPSMSVRsrmLvrhoM3eCocw9j5GHDeO/Rj7qUeGTmZTBs0mAqt+6hrqIBwzC46JdnoyiCD/8+l46WjpT9+g4poqA0j6ptex0W+4Ynf8j2r3Yx9+WFRMOppQJDJw7C6/NQtb2a5roWFFXhrnduY+4rC1n83vIu5Rrjjx1DsC3Enh3VtDW1U1Caxy3PXMe7f5vBqrlr3Qciod9hZ06irqKBvbtq6GgJcvDJ4zjrRyfz9iMz2LgshaWMUEjLDDD26JFUl9VRu7uejtYg591wBkMnDOS9x2ex4+vylNvYp38+/UaUUFvRQO3uesLBCDc89n3CoSjT/z6XvbtqrU1M3MaBY/uTmZtBdVkt9XubMXSDe6bdzOr5G5j7+mKzvKxN49jgWRGMOmQw0YhO1c4agh1R0jL93PLIFbz37Hw2rtqFU6LbudmZyxg3ZSh7KxqpqW4GIRgwvJgJRwzl47dXEtEttk2xb5LmtFAFYyb0Z9PmPUSjBlIRDBlRRENzB/VN7aZG0gEvwilTHUj3kpuTxu7aZgfMeHwaYV1PoU/FWUZ2pp9gNEbIrqqW6h+bTBpJSPd5aQ9HTHAcMz1nRcy00nKAdEyi6BIlan2OGniEwAjGTCapK+Ac0y322eCHt5/FWZcfyU1nPUz59lrQVKRHM99VFelRQVMwPApStd41we9/czYTxvbjqltforkjZO1/okNEsk7X7/fw0m8uozUY5tq/vtVrGWdeZhpv/u4KFq/bxd2vzHGOkXs81CkeYy9TQprXw3t/uobpi9bx9LTPE45150IxidNv/OX7zF28ieffNUeNenVvEvD8Hy9n6ZqdPPPukq5Z5mQmWoE377iSRet38NiMJSnZ5lSss+pRWHDTtbyy+iueWr48AThLLYVEQzN1zaUZmXx6xo3cvOI1ltZvdECzT411As0BNYJPieFTYhycezTnlP6MJzZfiCY68Agdr4jhF1GLeY7gwWSgveiO5nl4wZMYMsT2+ni5X7fGOTlC0kOMdE4dvJoFlT9nd8cqQoaHkLTAs+GJA2lDc15B3cPJhadzXr8zuHTxXbTHBGFdJaarRGIqMUvKoeuKyULHFIgJfEJj9gU/YPXeKm6b9TEiZvlDx0CJWY4bOigx4tM6nHXwKO7//hn8+h8zmLd8i+UHLR1nD3taiVnSKgNyMvw8cOcFFBdlc/Mtr1K1u8H6X8qUD7s+n0a4I8p3LjqUH992Bhu+LOPO6140R/tsT3crh8EeRTpo8mDWr9hB/yF9+Pn9FzN2ylCmPjGHlx740DrpzHYOUywNAmk+zvnJSbz/93mce93JXHjD6YRDEf7+q9f47L0VieDZdW877apjySnMZue6ci68+SwmHDua9Uu28NStL7H1y13x9bmiaGABf5h6Kx8/P59+w/ty8pXH4At4+eydL3jmV692rj4oDRRFcPFt53D13Rfz/O/e4JjzpzD68BHUlNcx86W5XPOH79Hc3NwrycJ/KmwMNOTl36Km+b/RdekdIXZcdf8+HYOuynOXlZXx8MMPJ5TntoumvPDCCwmVBIUQjB8/nvHjx1NaWkpDQwMLFy5ky5Yt9OvXj4ULFzJkyJD93q/6+npWrFhBQ0MDWVlZHHrooRQVFfXcsYf4VoDn4zkHTfRQUur/4+hyqKyH5DhFEYmG9Z36p745qZrqsMjxohc999c8KjE98SLYKWHQnf0q4gyxnUXvtE8BoN19zOwdS+8nRCJ4ttuL+Eu6P6vxtlK1v1cclw4T1Ma1jyZAtkGecMCzM2yuJoPApApuIvGzXdrYDaBtQJlw7Lr66ZKBtO6+Ccc/m9OdwbPQJSJmOFpoETM6gWdNQCwc5bTzJ3PT/Rdy749fYOlHX4KqgkdData7agJn6VExNMU8Nh6F7557MDf87BRu/O2brN1amaDZdVu0OcdANUmxB3/6HSYMLeF7D75KfRcPs52Ok4Cnrj+fotxMvvfga4TDsZSANyHB0/ru2u9M4bJTD+a8Xz1PW3vYmi+d9gm/g+tzfk46M5+6juvueZOvkkbGugXRAp6541LWbK3kiamLugTNDngW8XPlFxcex8QhJVz+tzdTJgN2kmpYns03H3sk540dw7Ev/hNdNeISDc0ACzALS6KhWbpmj6rz6KHfw6MI7lj3rMU0R/GrMQJqlIAaxaeY72lKhDQ1jEfoZGtpXDl0Ogv33EhTcBFeoVvA2WafDfxCxy8kHkC1/q+Z2feiaUNorO+5oIEuJVHAUEcwpO9Cvqw8juZolck8Sw8hw2u9e5x5Nphu033cPOIhNrVs4bmd0wjpGiHdQzDmIaKrRGJaShB909hjuGb0ZE586znqW4MmeLZAs/nQKsz/WwwCQiUS1jl0UD+e+cn5PPvxFzzz0TKznZ70f9VxynsfP3kYW7ft5eG7L0ZKya9/P5XqquZ4zoIFoM32EgyDCy47grbmDg4/biRTjhnJS0/M4+3nPkNaINlJ/DWko3MeNqaUP731cz56dTHnXns8m7/cxRO3v8XOjdZ5bMg4mLUAdHqmj3un3UxR/3wUVUFRFab+7SOmP/Mp4XaXtaD937HA89V3Xsj3fn0OkVAE1aOxZPpK3n70IzYuTUHmWOs8+KRx/PbVG8jKzwRg57rdfPTPT/jktUW0NqbWxuYXZ/Prl65n0klm0llLfSsLpy3l0zc+Z/3izUSNCAvk+/+94Pml/xB4vnrfwDPA8uXLufPOO1myZAnRaJRx48Zx6623cskllyS06wo8//KXv2TZsmVs27aNhoYGvF4vw4YN47vf/S633nrrv5R0+E3Gt0K2cSC6j/19/ukWOHcTblnHvkQsqsdBbm/CcrQw/l0luXvruGE7akBisRRDJFrW2cuU9vC9iPe3xvcTbOvcw/qu5EFB4mcnV9NqKy19cMIIdQ8/XUpgnTTPSSzCZjatTH5X2XCT1RRxiz1rOPjaX53BV4u3cv095/PiQx+xdO46Ezi7HkhwL9uKiy6ZwtcbKrn+upP5x/MLWbehAjSBYzjgYoOdJEDgp+cfTVswzHEThvCjv0yjvrkjvvGu/XGHIgTnHTmW7Aw/k4b244qHXicUjZlyC+LrcNYrnDey0/wIIbjyjMk8+/5SWoNhZ5ds+7C4Ljve35ZxTBrdj1AkyvodXVRGTLG9dptwLIbHq5kFTLoBzIl6Z8HSreV87/hJpGf4aImEzTxNu8pgApCWlu2c+fmNjWv56eGHcezQQXxauT0BNCuqtDTNugOavZqOT9WZvXcR947/ESOyArTG9jqg2QTLEfNdCZOmhElXIviVCH4RpTWylpEZB1Md+yABKPuFgk9oeIQHj13uzzlYTQi1iEI1vfOB7CIM73CkNBhAGSEtTEhCSCqEpUpIaiaAtl4RqdJh+PBpB9E/bSDTK5+gr7+ZoOGlLeYlpHvoiHkJ6xrBqAmkozGVgYG+dEQlPxt3OH9cOY86o830iLYKA4mYgJiIlx0XgsuPmERNczu//c7xzPxyE09/8gWKZhVUcf46pgbalniccuRIrr/yOIQQ7K1p4fa736a1OWQVH4qfPu6/+EHjBnDtjSejKILqqiZu/cE/2by2wkomFAn6Z/MPKOg7IJ97XvoxaRl+zrryaB67/S3mvbXMcUbq5L4BZOSkcf87NzNi4iAAVs9fz71XPx2X96VIEvT4vdz61LWceKlZjt7r9/LXn/6Tj19c0O1vesltZ/P9ey5BVc2LYXtzBw9e9Tg71qYeAQWYctbB3PbcdWQXxAFhc10rr933DvVVjd2u70D0HIcddhizZs3qsd2LL77Iiy++2Gn+ww8//A1s1TcfB8DzgfiXQhqye/Y5Of5dQHhfwzASWW13WLpfaTHL9rxupw3Tmiqh2qALRIEFpNzSgBQA0UmQS2rj7icMM9s+MbmnF+EwoZIuwbYw90FYSU6OO4NqHRcLPCPNW7mQgszcNM66+DDOu/IoPp2+mmnPLLDaJLL2CVYDgM+nccXVR6OqCsu+2M7Ud5ebOnKDbh8uphw0kKvOmIxAcO8rc03Nctcj9k4cOrI/v7jwOLyaxgNvfcK2qrr4PtM9gL7j+6eiGwZtHWGmzV/jzAcScHC8pLj5rRQwvH8fDh7Tn3Xb9hDW9fi2dgL7yRS5+RaJ6Xg8apwtdoNmBRdwFgnzV+6sxJCSycP7sbetjXVV1YkJgG7QLLCkGVAZbuHT8h1cMW4CE0uLeGTdZygWw6xpOppq4NV0vFoMj2LgU2MEtCjbO76kPlLP+aVHEpNtLKl7gww1RJoSId0CzVlKyATPImIBZR0ZnkefwHlkhoaiylZ8sqXnH9OoA6WP9UEDunZJMo9lGoo2EIw95KoewBy5DMsoIRkjLEOEZJCQFISkSkiq5Kb/AFUbQlN4B6qxnFKfn1bdT6bmpT3mo13zEtQ9dGhegjEPwaiHR6ZcQEiPsal5L1PLV6L6FAxVIKOKM1plKCCi5m/l1QRXHDGJoqwMVpdVcdf780xrQJGYSGjbOipIAgEvN1x9PAW5GXQEIzz+4nya28PWoJvrHLIvUwKyctP43f0XOj7tu3fVUbO3GccnD+IJhJabR05OOve+9GNyC0xGV1UVNI9q/S/N7Upw3wCyCzK5f9pNDB3bHz2mU755D/V7mkjPCtDREuxM7AhBZk4av3/1ekqGFLJm4Qb27Kplz45q2ls6XMVWRKfkwaPPO4zcohxeumsqTTUtNNW20FTT3K3bk8fnIdgW4rdnPUCoLUTQeoXaQyaZ822J/4DmuXe6sv/OuOaaaxBCcP/991NUVMQ111zTq35CCJ577rn9WucB8Hwgvrn4T1cZ7HI7XOA3eT4kftcTaLamE6zV3CypC/jFnRq6Zp8dRtnuZ4N4W0Lg+vyNhwDHOk5gVqiz9hFh21YpnHHhZLw+E4wcfNQIhk0YwLavyhzALLt4ODrquFFkZJhDj6NGFjNmRF/Wb9ub+DCRjCclnH/CeFTrwefsow5iwZptNHYkVplLxeKeddho0nymt9nJk0Yw56uttHSE4wUnXKtLXvUhI/uRle5nc3kNxx8yjNnLN7tYeuIPJs68OLr+48/OIj87jfXb93Ly4SOZu9yV2NgdWy7gxouOoSAnnZzMAL+47HgenrYgddJgAogGVRNccNRYalvaueuCk5mzfitff1SdIM9IsJ+zQDSaZEq/fsTQOWPASE4aMJRntn+GLmJomp7ANPs1U5bh16KkqxGOLjiY9lg9pxSfRWO4kp3NT5OphkhXwmQqQdJFhEwlQprQyVQEfqHi907BoxYiPENJL/gAWX8u6D2AZ98JCM9EUPIQOc8iW34PRnW3XUTm7eCZADIM6ddB+z8AiU948LkkgFGp0yEjhGWE/Jyr0dT+NIeWc1jOwWxpXUSrHqDV8NOmmkC6PeajXY3Srnrpn1bE0ExTO7mpuYrj+w3gsz07iSkquiIxHAmSQAgFYnDG8JEUZWUAMKpvH44cNYgFG3bE1Wa2Y4fFOiMFP7n4KApyzT47dteRk51m+T5bJ6J98roSoX9z5zn0KcyicncD82d/zfxZX9PY0I7t4OKcdhaY9qd5ufOZH9DS2MFnM+exZvFWNqzYSSRkJd657OvMzwIhVY7+7sF8+NwCtq8tZ9fGSqJ2++RRTRf7rOsGvz/vL0QjMWdeb0ZPP39/JZ+/t7zHdu6IhqOsXbjB/PA/YFl3IFLHiy++iBCCX//61xQVFaVkuFPFAfB8IL618W8rlGIz2klAucvld8eAJ1QOTKzyZUs3nGU4RUFc0g1JXLrhgOX4y80+p2KdU8o3DNklKO0xbCCe6iuLILZtq6TAsoHCGmYmzlZJUDyC715sWkV+sXATj/3hPer3NpkVztzHPoV84/QzJwBQWdnAH++fzqbt1ZaNX/zhws04IyE/N51jJg0FYPrn63j4zQW0RSLdM88C/B6NkyaaPqRfbC7ndy9/TEswbIFmkQig3ZINCf0Lc8hKN0F+RzjKorU7EphnaxXO8XNT0kJCTNfJzghw+LhBPPXu4jjwTe5M5/kRXWfUQBOQLfx6RyLTnFw4xcVMR4U5AlSSaw5NB/UYhuYCyjbjrNrss2U/p0rWNFcxKPsEZzNKMgPURtpNtlnVCWhRfFqMNC1CQDWBc0CN0BxZQ6HvSgAyPLmUeBrJUkJkKiEylShpQpKpqGSINFT7ITq2DXymhadQspGyBwYZILoRcp5GCAXpOahH4Awg9T0oaZdZxzWA7OLp0yNUskXA2p4chFDJ8o0mLbaMAVoDLYqfViNAk5JGhuoC0aqPiblxK8yVjRtZ07IBv1cjokiiioqugKEoSKEghYEhBNccZroKLN5Zxh9mfkJFXTOKJa0xiF+SbCw5sn8hF548kSVrdvLKB8v5akOFmZOg2Cee+8Q0P59+2jh27arjhWcXsmV9ZdyT3XbdsP2f7RUJQVqmn99f+xwdzUHr/2hY17CkDbKWIaVESsnMFz+Lf59QKEV0aV3X0RqKLw97sSnydg4UTnHClqd/0+v4tsbOnTsBszqh+/M3GQfA84H474ru5BUJ7Wyw3A273RVATsVE29INR+ssE3XPShc3EpcXsSPdsECUW7ubwD7bNzwZ9zZOAMgSh5GWrum4z2rPh8cdNnDuBKDt3bEBtCXfsN0bhIxvg30jO+r4UfgCXv78+3f49IMvzd/LYptF3PA28bgrUFiczcRDBjFn1loee3wOHeGoeXwFnQCzm5n/7nFjaW0Pcf+L85j/1TYnobLrnTXfjh8/FL9X46kZS3h2znIM952hBwA9epAJXr/cVskNj71LRySKo5O2IhWQto9l0HLXeXfBWjaV1zjbmwpAJ8+bt3orP/zO4QAs3VyW6DjiAszJn6UCryz7inMnH8SIogJCRhSpyQSdc0r7OY9BWIT46eJpvH/KNeT40ijN8NPWFsWvmfIMvxolTYuQoUUIKBEytDAZagg/NSza+xtOKX0Mj5JGf0+EdNFKppBkKhoZSqoEpzCy+feI/Nesz71gA429EJ4P/pMhuq7n9gAx08tdygiy49VedBAgTLkCzb+hRFSQpsVoNcI0GyEylSBNRhqtSoA0JY1Wxc8hOcMxpMFLu97ivYrFZHk9BBWDoGImV0YVSVSoGEIihcIRpYMoycrkFx/P4v2vN5oJgRoYQpiuHMQt7Wzf54NH9eOKP77Gtp21puOGI9WQzruZgxF/wJ/58Vor0de6Zrns66QhUpTyhoaaVmzvZtNHWiRdc0Rn7bIiTE2Km9HtrihJDwVS9sUjulPfA77P/19Hsg/0vvpC708cAM//y9GVXKHX/f9LZBeu6DVTnWrbbWCeAjh3KdWAhM/W7cqc7WKObdLU1hdLSxftgEOrXXKCoHRNO0yQdElC3DIOZ3tdm97bn1cmvjtDt8LcI7fu2b5xOrtvPRRIVaGgKJsfXfIkTTWtlu+1i2FOci1xa3qPPHYkD979Pp9+usFso4l4aW6Z+HBh778iBHlZ6Vz2m5eobwtaDHiKXUtxDA4bNYAfP/4OK7dVWDuRdCyE63d08ZICOGhgURw4h6MOVnGvJxkwu7erIxylqTXIU+8txnFTSwbLXQDpzVW1lNc0kpMRYP3uGtOdJJlpTmCjcbHPBnfN/ITXr7mEkB7DUONss1RJWSFQ8Riomk51tI7bVr/F3w+/mpK0AJXhCAHNBM3pWoR0LUyGGiZTDZGhmmAySw2hROezu+EeBub/kVJvLhlGB2lKF2UA7YguR3a8iUi7FLOOdc8hO95E+E+G2Ne9am+DZ4IfgpHa0jQhRDpCqMj25yE8jwzFT4YCbUaITCNIsxEh3QjTpIRJV8I0KekMyxjBa2UPs6rxK3J9fryqF1UxUIREVTSCgBCSKBq6gD4ZAU6c+hyNLSGER1jlunH8oOPA2crLlYJXFqxGiVm4U3UVUnHON2EVSLH+NypxXK1Y/ysLWNpFU+Kg2XVSp7r+4dqghIfPOPucEMlVB3tTOOU/WXHwW1xt8L/R5/n/9zgAng/EtyN6y0h3FakeJAzp2M9119Yt3TD7EWeik6QbDn1p3cAcgOhin50bnAOYrTbWtHBYdTqD6KRIrpqXsBv2/J4IGTcQcxw17PkiIXnw3WnLHWbK1kDbOu8Euz9IOLYfT/+SYDRmJhS69hkr4TQhsdLaLyHhry99ajpGpChPnHI/MB9cHnl/kSnTSJif8NFZlllEQjq/Uzimc/0TJuPc1XNaMmB2fmtM8PzEe5/THAw5wDZhxV0AafvznC+3MqgoF91yaLBHApKZ5mQJh1RhxZ5Kpq1dR8jQTeCsyUS22fFsNu3nVE3H49HxeWKsbdnM01s/pG9agMz2kMM2p6thsrWgBZpDZKpBcpQOspQQ2UoYEfwnkfaDKPQMgmgvgCogW/8MvhNB9jJpK7IIqVcio+t7114vs1jnXuoZRSYy8hWyNTHzP0PxExAG6SJEmuggXURpEhFyPXl8vvdOaoPbyPekmZUShWG+FANV8SKEJGTpq4VQmV6x3vSF9pj/gXixFDBIBNC2CkKRJvA0rGced9lu+wQ0ryeu/61r1AjDBtfWX9pB5uZ6nYdoRYDNOCf/wboonhI/dhbC7g1rbPd3JSEmLCoZaB+oOnggehGfffbZfvc99thj96vfAfB8IP67Y1/Y8y50z/u1XCktmzqrTbJ0w2pjyi4s5lZaxIZKHFD2wD5Lezlmuj1+r4bHo9EcDLvkGsRL6VqLyQj46JOdTkF2Ovk56eRmBJi1fBONbUGzgQvM2etVEORlBeiTnUGfrDQKsjPwaSoz5q0lGtYdEG3ra03gb22/KuLsq5CmRZZzw1bi+khbspF0bEOhaCd9uIlX7Xki/pBifWcYhlPVkeQHGPtYdvETtnSE4/vjOvz2dMJDhxtAA3+fudSsYiriMKI3Z6C9jpVbdvP+5+sSLerc29EleDYn5q7ZythBxZ2BcnfMswKGJdP408LPOGLwABM42+BZIaVvs9drumj4PDHSPFE+2vsJo7PzyfaESNfCZGkhh23OUTvIVILkqB1kiTDZSpQcRSFLSUNt/SOoJb04SvbBakW23E1vmWcwkB1v9V62QQw6XoVYCr/glCGQTTcBnQtaqUIhV00jTYmSbkRIM1pp0LfQFKugWEtzyolrioFH0VGEREGa764/oZQC3WKU7efsTgBamg+Shmazz2BIgSKlgzUdbGk9wUkpEqoQJrj8JOQy4JzQzsO8gvkTuB56Ozn7pALFNvvslnbA/rHPB6LnkO6n8G9wHd/SOP744/c7d8quPriv8a0Dz+nZaQnloXsTiqrg8WrdluxMFR6fB2lIYtFeJLW4wp/mIxKOYuj7NkSUlpVGsDWFvU8PsT/HRAiBL81LqD3cc2NXaB7VLETVW69nSz7h8XmIRWL7vG9pWQFCHZHuj2UKiUa/oUV0tEdobmxDjxmJf6wuNM8er8YRp4wlGI4S7IiYr2CEYDBKS2uYaCyGI91wJQ4OHFjAWecfYjIfmAwIQlBe0cAHM1aju5hlh31W4LxTJ3LeaRNIT/ORFvCSnualrKqB3z4+g5aOkAMkbXZaAl5V5aGffpdjxg9xNr2pLcjtz86gqTXoxoNOCAn5WWk8feuFDCstcObvqKjjVw9/QDimWxZXwmGlhDD115oiOPOU8Ri6QSQYJRqKEglHiXZE2bW1mua6VvNGrLoSBm3JRpJ0I1UkaMMljm2dW7ribivd0ykW7awvCSx3mmevO2GeCeBj0nDmO8c+1W4kP6BYMW3hGgxbAmOvPwVg7rSt1v1xY1UNlS0tJBTHcU8nsdG4Nc0KNESDzNyx2QHPKBK0eGltRTEZZ1U18GoxAl5T35zuiZCmRWiK7CTHEyRDC5OtBslWOzqxzTmKQbbidUk0IqDvSnGQuonwnH1r3/EqyK5tyZJDtj3W+2UbVT028QkPhaoHnwjiIZhUUtwsM+4RugWcU1+vJBqGFEhXIW4HQEtMlhlh/g21OAiWLvmWwz5LEFKYFoTS8mdXTHBuEwnCAt1m3rJ5wiaU76YH9tk9itQd+/yvRNLyemSf/1XpRuqN6ES4H4hvT/zhD3/oBJ6XLVvG7NmzGT58OEcddRRFRUVUV1ezZMkStmzZwmmnncbhhx++3+v81oHny35zHmf/7HRqyuvM1+46asprWfT2MnZvTn0BlIbkD2//kuGHDKG2vI7qslqqy+uoKatl/puLaappTtnP49V4YvmDBDL8VJfVUmP1q9q+l09fW9QlGM8vyeXxLx6goyUY387yWnasLWPh1KVdAsgxR4zg7vduo76qMWH/1i7cwOp5a7s8Jmf9+GSuvPNiasrrqC2vo6ainpryWpZOX8n2NWWpj4mU3PKPnzD5tInmMSmvpaa8juqyOhZOXUJtRX3KfkJReHThXeQU5VBTXsveXa5+by+loyWYsl9WfgaPf34P4VCE6rI6p0/l9r0sem9FIjh2STQGjCzhoVm/obmuhdrKRmoq6qmrbGT9F9tYOvPLLh0zRk8ewi8evxqA5oY2mmpbqa5o4NWHZ7J1navim0u6IaXk8JPGcMI5Bztf6zGdD15byqt/n080QtxpwzyIKKogMyvAEUePoLhvjtlHN5g2bTkfzfwKQ5cuRjfOqg4uzadvn0wG9y9Asfbhg0/W8teX5xOKxSyXizjQFgb4/RqnTxlFn+x4oYitFbXc+uR0Kutd53ASqMvLSOOco8aS4Y9rURes3MrdT88i2BE1LzrCvZ04AE3zaowaXcKZp493+ra3hXjh7/NZu3pXAuB2JBl2spGzPSl+I7cvtpudt8E0LrDcBYDuMUTidNxOkM6ssjNPWPPMb7sht83vUzyt6G6BupswcjPMXXxvg+OmUMgcjnezy8kstCPlkHFwrZnezU55bVumoRkomsk2q5rh2ND5PDEHOGdoYTI9IbK0kCPTyFE7zJfSQY4STGSb/9P5EPsAnM32qavN/auRrQTwiyh+PYxHtOEROqow8IoYqnUiJINnQwoTNEtBVJryjE4A2pqvWGDZsL5QrERmtyRBSgEOG21N2/INIa0RGzuXgfhJ7tI/x0GzTGSfpctXvjuyI4F9dkk3emKfe5Bu/CvxvyrdOOC20X3cddddCZ8XLVrEAw88wDPPPMO1116bAKyllDz77LPcdNNN/O53v9vvdX4rwPMJlx3F6ENGMmTcQAaPH0ggw8/AMf0YOKYf6xdvYuHUJQnAWfNojJg8hEFjBzB43AAGHdSfIRMGkZWXQW5hNiMmD2XZjFXMf+PzBOCclhlgxOShDBrb3+o3gIJ+eQTS/RSU5jHqsGHMeXkhM5+ZmwCcc6xlDh43gMFjBzBobH8CGX4yczMoGtiH9uYO3n10Jis+/ioBOBcPKmTYwYMZPG6AuW/jBuD1e+k7pIi+Q4qoLqvltfveiftUWmHuz0CGjB/I4LEDGDx+IP40HwNGlTJgVClbV+9gyfvL2f7VLge4KKrCiEOGmPs2doDTLysvg6y8DIZOHMSqeWtZkAScfQGveSwP6m+9+lEyrJiMnHQK++cz9qhRfPbOF3z2zrIE4JyZl8GIgwcz6KD+DBxj9svMy6Ag4KV0aDGRcJTZLy5kzmuL0GO6c3IXlOYy/OAhDBk3gMFj+zP4oP5oXpU+/fKtVx5v/nUmK+cmJg4NHNmXkYcMYfikgYycNIhBY0qd7zKy01g2ey2v/uUj6vY0O8BcESbIHn/kMMZNGcrogwfhD8QB5pdLtvL0/TMo31WXcGPx+T0cdswIphw3iilHDycrO80sQACU7arlzw/MYNOWPS4NsHk/y81O46QTxnDaiQcxYmgRu6saWLelimED+/CnZ+YwZ8km84ZkkyDSBHGDivO54MQJnHXUaDRVZdayjRhSUlnbzF0vzCYUiaVEeBOHlXDx8RM56eDhNLeHeP+zrznv2HG88+lanntvCRhxkslhR4Vg/EElHDJ2IJMnDOCgkSUJF55P5q3nH0/Mo7GmxQShVtKgmTdoM1k2SnVdsFzbl5xcGU+eJFG6Ybe1jkW3IVJPJ0gnrO8SWGd7W5IWl+zG0WMkLSCBGU9mmVMB5qTvHHDchUTDqRTo/uxOELSBs2YBZ1WiqDqaCzh7NZ00TzQlcDYZ53bytTYLOIfJVnRyunTR+P8rTBZaRRVBFDpQMfCIGAoGijBQU4BnW65hGMIFhhTn/JbWf0FqlhRDWr+nYb3sB3d3W0fLgSPfEPZ3tl+7Yp3PyfINV/JgXMYRPyEdqZgd+8k+C+FOye0iemKfexmKqqAb3Y+KCiHQPKrpM+3q1xvjlwPx7Yg77riDs846ix/+8IedvhNC8OMf/5iPP/6YO+64g/nz5+/XOr4V4PlHf7qS+rImdq4r54tZq/nJw1ezefk2Xr7rLVbN7czIZuVn8Oji+2iqbWHn1+XsXFfOxi+2ctnt57FsxipeuWcaW1Zu79RvzJEjeWDW76jZXceur8v5etEGKrZUcdLlxzDn5YW8ft877N1Z06nfaT84gR/cexlV2/ay8+tyPn/vC5pqWhg1ZRjvPfoR7zwyg7amzizINfddxlHnT2H3xkp2fl3OzGfncfoPTsCf7uf1+99h9gsLUkpGfv/WrRQOKHD2bcXsr7j2gcup3LKHl+56i6XTV3bqo3lU/vb5vbQ3d7DL6rdm4Qa+f88lrJ63llf++DbrPt/Uqd/Ag/rx1/l3UV/VwK71FWz9chflGyv5zk9OYeG0pbx637vsWre7U5XBo889jFv+/iP27qxh14YKvlqwgcaaZg45ZTyznp/P1L/OoLaiodP6LvnFdznz2hMo37yHnet28/FLCznmvEMpKM3jzb/MZNZLC4mGY52GaG74yxUMGlPK1q/K+HLRJqY+PoefPXgJm1bt4sUHp7N7q+UNm+CkIbj7+R/SWNfK2mXbmTNtORU76/j9U1fz7J9m8vmcdSTYrll98/tk8qt7L2DNyl289I/5fLF4G8NGFTNybD9efuEzIjEjDpptbbMhGTemlCsumsInn23iL0/OZsP2ak45YQzrt+2hYm+TBZrj+mdb63z64SM5dHR/nnpnMR8t3Uh7KMIRYwexZP0uZ//dR8O+5Vx92qGk+738/rlZLFi9DT1qsGZzJcu+LsOlKkjUAAu44+azCEdirFpTxlvvrmDLlr385b6LeeyJuXy1YifYPrM2m6Qo5OT4+OvzP+TDN79g1gerCYdjpGX4aE8enXFAq8mqX37FkcxfsJGK6iYncdCpOGjdxJMB9JDiPE47fBTPfLSMWFc3cDcotfbx5AnDyAr4efeLdZ20zMmA2s1Cn3XoKNqCYT5btyP1ulKEFHDqwSNoCYZZurk8cZtEvE0nXbaA0yeNoKE9yLKdu1OzzYrspH+WKlw8YSy7WhtZWlOeCJy7qBboVXXSNZ0rBp7MltYVNEe3kK0FydXayVE7yFdN4JythMlXJdmKL15gRGQiMm5Atj0JsplehzoE/GdC+xO97wNmciFA+NN965f+UwjNAH137/uow8B/mlVYpWvJnioUCtV0PHTgFR2UZl5BYyzI182LANClgmG/EOiGgm4oGIbisHx+zcNDR5zFU6u+YMPeOlPbjMAwJIohHNBsAmjz4V1ImDC0hJ+fdzS/+tsHtLaErP+hda2xMw7VeCKuUCQej8aFFx3GhIkD+M1Nr1nXUJk4emRpPDKzA7Q2mveswaP6cvF1J9LW1MGTv3+720N30OHDWL9sG750L8eeM5mzvn8c895YzIznF3SZ+NdveDH9R5awdPpKhowbwAmXHMkJFx/OfVc9wYallmY9SbqhqAoX3nIWm5ZvY8facg47YyJHfHcyk04cy9Ujbkp5vwUYMLqUm568lrsveoShQ4s45JTxHHLKeBQ/jD20+337Pw3XiNw3uo7/kVi1ahU33XRTt21Gjx7NY4/tg7QrKYT8L1bxt7S0kJ2dzfGcg2ZdtIsHFdJvZAkrZ3/Vbd/cohwaq5ucz6MPH4Ee01OCZjs8Pg9evydBP3z4dw5h1/rdKUGzHWmZAWJRPV6NCTjhsqNZ+fFXtDa2ddkvMzeDjtagox8WQnDKVccx/43PE56KkyO7IIuW+lbnyTynTxZjjx7F4vdXpH5at0BfTmF2AtM+dMJAApmBlKDZDlVTSc/JoKU+PmQ6+dTx1FWaYNpZRRJ49qf7AExNtTW8e/zFR7Bu8WbqKhs6yS1sMJyenUa4I0xMj+/HSZcdxaL3VxAJRR3W2AHP1nIyctJpbwlhl3b1+j0MmzCQDSt2Om2Ek9AWlxekZQVM036LJc7MTScSjplsrm1rl2y/ppi69mA45kg+hEfBkDhss1SEBXRs/S8oHgWpCGI2o2n796o4bRwwpMQ/ax6VqK47RVIS9Ldu4JX02aOpRO1zyzDBoTkUa7JM8WmcIVphQLrfS7A9jNBBGBK/x4OM6sRCMcc/VhgSDIkSM8AwyAj4uOjKIzn7silEwjHeeXUJjQ3tDB9TwtOPzDZJHSXuyCEF5BdkMvXdG7n+hpdZt7kKqSmWbldgaKYriaEKh1U1VHPeE7ecT8Dv4ft/fcvaV5HI6CaBVARkpvn48Nff58NVG3l4xmfOfpsLIIHpdk9rQmHW3dfyzpKv+fusZQnnbE83m+dvvoh1ZXv56weLugTNqSQbT/3gHPY2t3HX9E8SGegkttntwCFVyTPnnENMGlz3yfsmcPakBs4+LWa+1BgZnjD3jr0ZQYi3yu9IAM55ahs5SoQ8BbIVPx7h1iz5EX3mQmgmsvXB7g+EOzwTUfKnYdSduQ/JfCCy7gMlH9l0Xe/XpRSgFC7FqL8Iol/1fl3ZD4M2GFl/Qa/7tGuTyMh/g10Nd7Gu+X3qYxnUxbJoiKXTEE2nKRKgKRKgLeKjLewlHNXIVDJ59ujLKPRncPWst9lS24CICkRUmPZ0EYESBSUGHl0wKCeXiuomfnbGEfzglEP5ZNUW7n9xHu0tIRQdhC7j7zGJ0OH8MyeydMk2xo4p5Uc/PJ70dB+vvrSI9976Ahkx/7tOERVdIgyDwUMLuf7Oc3juoY+45McnMOWE0Wz6sow3npzL8k82mCDWps6tqoO+gJdfPHIFGTkByjZVcfIlR6B5NBa+u5z3/zGPnesrHPDr3KMMg1OvOJqfP3wl65dtpaAkl4GjSynfVMmnby3l45cW0LCnKX6Qrf79R5Vw27M/YdRhw9i6egeDxw1Ajxms/uRrlk5fyYJpSwm2JlYg9fo9fO+353HxL89G1RTamjrIysugYsseVs1dy5JZy/nzzD/Q3NxMVlZWr3/3bzpsDDTw2TtQ0r7ZER+jI0TZj/74X3cM9ify8/M5/PDDmTlzZpdtzjzzTL744gvq61NLVHuKbwXz7I69u2rYu6trIGuHGzgDbFy2JXVDV0TDUaLhxGzrZTNW9divo7Wzznf+G5/32C8ZWEspmfPSgh77Nde1JHxuqm3pVdnSZG13V3pod+gxPQE4A6yc07X+2o5UiYgLpi7tsZ/z4OKypfvkzSVdd7ASY9qa2nEng0RCUTYs327OSy6W4tJUd7QEE+QFrU0dccDsXOSJu27Y+xeMmGyPlTgoY9JxpHAzqzb7LIVAjxlINXGY1K5IaLex+zvD/hJiUT3ucez+rpsQEgc4u8ORKMhU0yZ71R6KxCuYSUEoEjXBt71/FoYSYO4PCm3BMC8+/Slvv7qEsy87nIu/fwzpGT5UVSEzN52H7p9OTLcKsKjmA8WIg0qIxXS27KzB8ChIVWB44qDZrJBnv4OhwjEThnDEQYO49NHXiaZ3AZpJnIeAW845hlAsxqOLlxJNxyl9boPlhHfX/FPGDSM3M8DUL76OD5s7B7PzMXd/V5qfzewvt3QG9EkgOhnoV7e0UZyTkRo4d0oijJfanr5tIw+dcAZZaV5ajSCKKhOAs89jss0BTxSfGsOvRsnUwsza8zK3jLyfsZmjaY981gk45yqBFPrmELLtEUTWH6Hjtd4zu9GvkNEtiMAlyNZ7e9cHkHo5wjOp1+0B0IaZ77Ftve+jDgD/d5BN1/euvQiAkkdG3t+JBd9BBP9JserFg44qEhMHDetHvnzgCXxUuYEnD/0BEUPngrkvUdneDpr9g2NKPCz5hiHhxlOPojgrg6FF+ZTkZvH7F2fx8bJNZqEVVbicOuLs81knj+Wm60/lvHMOobQkl+kfrOblFxfR2tjhSLaStc/jDhnMXY9dQXqmn7++8TNWL97Cr6/4O2uXbotfD5OieEA+f3j+xwy2pHJ5hdm8/OB0Ppm6jPam1InsaZl+bvzrlZxw8REAjDt6JO8/NYcHf/AUO9aWp+yjKIILbj6Tq++8EK+Vv+HP8HPvZY+yet7XhDpSJ78ffPI4bnziWkqHFTvzVs/7mud++zp7d5nWijHZ2WXlQHx749RTT2Xq1Kk8+OCD3HrrrXi9cTlmJBLhL3/5C7Nnz+aSSy7Z73V868DzgfgWxv4UW3H7Ou9rsZeeSm/vj6WNdeMQkFii271Ml+ezoDNATgbFZl+syoYktrGAq8DVXpB6OSk+O5Hc115tkrdxvJk1/Gtg7pNjgWXpPBQSV2BLK1CQGLR2hHnthUVs317NXX8yL0wnnTqWzKwAd9/9LsFwzGHVR44uYfvOWkLSQGomcDY0EyzH383p4QMK2N3cwi/OP473Vq/nq4ZqZBpxxwm7MqIbkCpwyvBhNIaCXHTwOK599z2afRGExwWSnZdI+OxTVSIRncuOncictVup7Wh3rpYJjHUX716PSmF2BhUNzZ2Ac7cstIC9LW2MH9C318AZBVAkc3dvR5cGpw8ewTtlX1ka587A2a4amK5FyPSEaIhsYEvLZxxbdA1f7PmUIk8B6bKhG+BsRfB9SPs+IuNWZOsDIGMgO0uxkkMGpyIyrofWP2NmqvXCuUcvB60/nU7k7kIbjtT3gOx69M8JkQZIRPpPTLAd/qQXyx+BCFwI3ikQ243acjdFqg+FsJM4mBzjs0fz0xFncOmgY9jVVsfPlr5FXTSC4lEtFw5Tq2VIsGUUZ40eybXHHwrAqu0VXPCnV6ipbzPLelsEMJbrhp1IePJxo7nthtMB6Fucw623vcHXa8rNESNhXQItL3k7YfDokw/i1/ddgNdnjvJuXrube298jY7WYKJMzqV9nnTMSH7z9A/IzI0nMW/5qowZLyzs7JBkSS9GHjKE25/7MSWDCwm1hwm2hwi2hdm+trxL4KxqKhffchajpwxj5dyvkYaBYRgYumTX+t1dAuecwmyKBvbhvcdmoXlVPD4PHp8HQzeod7Pa/+VxoEjKvsVDDz3EokWL+N3vfsejjz7K5MmTKSwspKamhpUrV1JTU0NJSQl//vOf93sdB8DzgfiviF5XDuyufSqQ7prXqY8bSNuuG1YklOpOvQFmO8DxKhYur2KbfXYy1CyAa9+8ugPXuKYTALI17Gktv0vA3NUmu0GyTDHPebcW7mZKraQjq5drhfE7qUCxgJ2gpT3M4498TP+BBQwcVMDgoX3400OX8ds/vE1LW4jxEwcwenQJG7fusdhl86V7LODswXxZ06cfNorjxwyhT1Y6Dy36nFi6TGRuFddnxdxBIeCPp52MRDJj+ybm1W2DTHNzhS4QunBNm1pSoZufTz5oOAcVFXLI4FIue/pNDC3ORtsEXLLEw9aXFudmku71oCiCiobmhCqDqVjoZLZ8T3MrxVkZBHweFE2hJRrqDJxV6QBrFNPLOWhEmF2+hfOGjGFkXi4Pb5iTEjinaRECapR0NUKGatrRra1/kvMHvcaxJf8kGPwA2rd0D5wBMJCtf0LJexG0oci2v/VOkxx8HzJvMzXTsgPan+65T6wcIfxItRSkDsae7ttrIxDa8N5LQ7RRiPTrwHc0svk2egPQReBSRPqVSBlC1p0DRPAJD0WqgkoQiIN2QyooePnRkEsByPVm8Fb95xhKBx5PXJtsoFrssXk+Dc/vw/3nnOosJzczzbQLVa3zTY2fd1Ixp487dDi/u+lMFEXQ0NjOug0VFBVns3atiANn5xw0r4lnXTSZ7117LJu+rqBiZx0VO2up2FmLx6dBFyYnBcXZjDx4EC88MJ2GmhYa9jbRUN1Cc20zhq1PTlHkpLqslp8dfRfhjjBGTE9ktLtIRNRjOm88NL2zbroLyzrbdaOppplZz+2jTv5AfOujX79+rFy5kttvv52pU6cmyDf8fj9XXnklDz74IMXFxd0spfs4AJ4PxL8lpFUprtfRHTv8n4jeMNvui7pdsAQ6t3UKo1jg2C4GIoTrO9k16LXYZ0TXbdyg2tw2EtuRON1jCBMM23nwnQhqJXmO3bYLAC0kUsRvmF+vq+Dr9ZXmA4gAqQjS0n14AhoypHDXb84hI8OH5lU587RxTP9snckye0ywrFvvhtdknycNKWFYYT7tkQjXHXcYd37+SYIGGAsIYAFpBBxUUEhBWhoAh5f259hhpXy+dxdSF8iYgtQFGBaIjgkHOCu6pCg3gx8cdQhRXeeSI8azta6ediunwe1NnfwSEkb168PvLzgJgJ+dfgSPzVpMucVAQ2q22f7dTh07nLMmjCQnLcCHP7uSC557DfSegTMKnD5kOAMyc5hc2I/DCgfwty2zzOTAJOCcrsbLbWdrHeSoYSbnX4aUUTJ9E9H0MpSgv2crOpGBSLsSKQ2EZzR4JiJ7BM8KIuPnYLQhMq6D4Ls9w1RtOCLjJ+Yq895ENv8KIt2DZ5F1F2gjQK9CZNzYs+ezNhThP8Gc9p+DjHwBRl03KwhA4FxzUvgh7Qpk632AjkeoFKgBsAC0gYIuBVMKLqfIb96sv6j/ig0tm1DVED6PeRuOYDGMBkipkOHx8/R5Z9MWCfP+mg3MWbuVVTsqkBFpJhdb1xl71EqqgtLCbCaN6c/9T33MuvUV7K1scnIXHMs6xXXJU8zRrU9nf83MaSviGmjDiGubRdwuMx6Sur3NvPn4XEf3LM2KLl0cL8UBus31bYm5Od1Y1h0oruKKA4dhn6K4uJgXX3yRZ599ls2bN9Pc3Ex2djYjRoxIkHHsbxwAzwei59gf2cU3FanKdHcFxDsxy6Lz/P2QcQhpWjyh2LSj6+IvXP6qEhNuyiS22M0+S7rRO9sVDF3AOUX7fYnOTHM3ANoBeQJ38RSEVWI8aQMcWJ2ULGmCPEFbJIqMRkGFlrYQebnpjBhSxO8e+dBinS3g7I0DZ90DWkBlXEkRAGtq9vLg6oUYabppy2WBZSFMQIFV1U0okhMHDQAgGIty95rpfNm2ifQMiMVUYjEFQ1cxYiaQJiaQukDEBDImKMrJBEARghnrNtGqRxCusur2b2InW0rX/O21DRTlZACQmxFwgHO3mmfrAH6+bRf3nXcKAB5FpSEcshJK6QycVenIOVAl86u2ccNEU0OqKQoZHoFQ48mBfotttoFzhhomUwmRrbZS0fQwxYGDUJXh+L0TkSJZ4J3qZGpDtv4Z4RkLahF4JvTcBwMZfA+Rdpm1z3k9d4ltBcUEnUItQsZ64XqiVyG8h4KSjdHSs7ZaaEMBkDKGDL7RPXAG8J+FUDKReg2y+TcQ+SzhaxtA6wTRacWn9WdK/gWsaZzLjD0fs6Wtkdaoj3SP31qvZV9nKGYVQkNwcN++3Db3Y74s24MIS5SICXQT5Bqq7Z1sft5d28Qjr8x3EgaVTh7undlnA0lHR8S8dtkaaNur3QbMyQDWXbK7y4OaAhT3ptz2v7sIy4H4/zo8Hg9jx479ty/3vwQRHYhvNP4bntz3pyLUf/oC6s4i34djJlxtEx0crA+Gq51M0c71Hvc+7tzGnZAmkrdPdjFtz3KBtsSNJ+70kSB7sMCvo7kVjhOGtBxGpO2EodjTAqmZ04aqxD9riuOUYUs0GlvMRKI3PlxJQ1vQ0Tg7ANoHuhd0v2TMwEK8msa8Xdv5/rxpdHiCaGkxvGlRfOkR/GkRAukR0tJDZKaHyEgPkZUe4vjSwTSE27hh1T9Y07qa/PQO8tM7yE4PkpkeIpAWxhuIogViiIAOPgPpM5A+Sd9sE/w+MH8hC8t3xYuPWMmLdjU/KcxERrf7RWVjM2HLYvKlz1anlGk4x9V1zKWA9miUd9eYvu4ba2pTJwcmA2dFgiqJiig3L3uH9pjJkGf7NLyqjk+NmYyzJddwgLNTBKWdNFlOXe0FGNFtCG0giJwUJ0uK0HcgGy43tcWe8fTqlhLbiGy2ihOovQDPgGz/p/lutIOxtxfbZToBychyiPacTI0Nnpt/A+H5PTYXgUuRwY+QdWd1As52eIRKH9VHHzVCqa+ITyouZHH1fUT0bWRqITI9YdI9YTOB0xPDq+loHh1Fk+AxmF+5g+U1FeiKdJJm7cTZhHNQcU/H/5MIcz4J/1Hi7LPDRFto2vpfO+8JOxx3yun0neVKJBJsPV3nQQpio5Pkbn/yUJLX8z8ctub5m34diN7HAeb5QPzXRLe65xQMcbe65wSmuQvdcw/SDWHIuF4VEqQbAuLssy3PcKal487hLgiSwD5b63Szz3Y1wWT2GYfFTmKFwWKiXexlqnA6WV3c7LO1UIeBtr+wh2kt5koq7gVZ79K1EfYG2aBbYEk2Ot/MpSJoag3S0NTO6x+txFCtxEBb5+zFAtASwwsHDyph+raN3PL5DAxvFJ8vht8bRVMNhJCoioEqJJpioCoGipBkaB7yfX5uX/swDbFqCtMkmjXu3BHz0h7zEox6CHs0QlGNaFQlpqkYERWpQN/MTF5ft5bn16xG0cyhdGGYVn529TWn6ISrdLIAYlKyq7YRj6ayaPPObmUaqYD1ayu+4qopk9hcW2sBGYLxdQ8AAQAASURBVBLKb6cCzkI1EKpkd7Ce+76ewf2TzifLoyF1Ezgns86ZaohstZ1MNWiyz0qULBqh8Upk3ivgGQuRnh2DANDLkA2XI/JeMUFob3TGoenI9gngP6l36wjPQ8Z20dsqg1KvMM/Stl76SatDMVoegND7vWhbiux4GULTe2zqEx4KFMmeyGwyZBp5Wi5RqTnOG7oUlhe0CV50KcwiKgYYukAaClKXSF1gaDJexlu1LnESJ0kw/qAbf5nnaHzEyGaosS93zvlnXxeT5BRdsc/2dy5L0ZSRMCoXl244sa8sc2+Ya3vV/6PVBg9E76K1tZUnnniCefPmUVVVRTjcOalUCMH27V3bF3cXB8DzgfjfiH3VUP+L0o2eltUpcdBy6HDmWxrxTk4a0G0SYXydxOUbruhR9+y+P4qESUfP7NQDsxgqEE6WvnRpoZ19cTbInHZYaIcxFQmsGAIaWjr457tLaYtGHU9naScKamB4TeCs+yXb2+r5x/alKP4Yfl+UNF+UDF8Yr6KjKgaaYqAJ3Xo30BSdIl8Of9tyL4rSSklAx2N9D9Aa89MS9dOm+WiPeenQPARVD+GoRlRIYorKrrZG/rB0LobHtWvWvd8+Fs5Dk7X79sOVMGB7TQPLt+02v94H4IyAnU2NfLZ9FxtraxNZalvj3Ak4my9FMT2dZ1Wt4rjiwWT7NMLhGH41RkCNElAjZKoh6xUkSw1Z1QMj5CiKWTnQqEM2XAmeQ7o5iVKEvhtZ/z3QBgC9S9KTrQ8itCG9XIGBbH8B4T24l9tTiYysgkjP9pjgh9BM6Hi+18tGr+xdWyBN8VKATkSGCKlthAwPUak6RVRihkpMKk4RFV1XMHTFHO3QzWqRMmZroc0iSjYfED8vhGtkwpoWJnC2qw66zzXnfHbObfOaJN3SDWcP7AuTpX3Wk0B0cqQCuO55+yjdOKB7Bkcu9k2v438kamtrOfLII9m+fTtZWVmOX3YkEiEYNK2FS0pK8Hg8+72OA+D5QPzfxf4mDabSPXcVXemee1qW7aZhs4pOezqzzzYodqZJSBxMcNZIwT7jBspJLKaprU3BPiftRkqAnbxLws00x/fBJpHjMFjEv3D212abXdOGK4lQ2DdfEthmqRJno62hYqkIvtpSybyVW+JD0bYtnc08e8HwSaTPYM7ezXj8MXz+KOm+CNm+ENm+IF5Fx6PoeJUYHgs0e4T1Uurj087LlFI0qBk0qmm0aH6aowE8ih+PYtCuSEKKqZf5/YqPiaox8ChIQzGPgx5n102wa7F19u9mnx8CVu6sYPrqDfG2Cj2CZkfSIeDl1V+yu6XZAcw2WLaTA93AGcXUeKuqycJ7VIO/bX6bwoCGX4smSDUyLOCco3Y4ZbdzFMhyl9w26iA8u+sTqaswqiBStQ8dombyHyq9sqsLvoPsbQ1lvaL3rDMxZNtfetl2/yJbCRBW2wnLDkKah6jU0BFEpUrUqkAYMxTzpZtVCA3D1OE7AFqPFwxy/pqSTkDaPodsEC2kNVpiX2tSsM/OB7vSoGVfB8T1za68DnB9BvMaquuJQDcV09xddJM42H2/fVzPgfifj7vuuovt27fz8ssvc/nll6OqKrfccgt/+MMfWLFiBTfccAOapjFnzpz9Xse3DjwPnTiIppoWGvY09vppVNVUhk4cRPWu2k4FRrqLzNwMigcXUlNet0/9igb2Ibsgk5rd9Z0Kk3QXQ8YPRPNq1FXU01jd3Ov9G3fMaELtYeoqG2iq6V0/RREcfPJ46vc0UlfZQGtDD16o1hU6PTuNYZMGUVfRQF1lA2FX+eXuHDf69Mujz4BC6iobqK9qdKoq9hSDD+pPenaA+j1N1O9tMqsM9hTS4LDTJqB5NZrqWmmub6OprpX2VnPYJrXcQ+Lxqlxw3UnoukGwI0KwPUywPUJ7R5idm/fS3IXhf0m/XK656VQMCbpuoBsGum5QtquOd6etQHeqcbmAthAcfcRwrrjsCIQQCEWgKgLdkLz49lI++2Jr6iRC4HtnHMIJh44wFRWKyRQFw1Eef3sR63d2rQe9/OSDKe2TTTgSi7+iMVZs2M32yro48eAG2QoMKy2gqTlIY1M76C4Jh9VIIK17Xtdss6OTtqZnL9/k6DANF+ssNdC9Et0rMXwG+HQ0n47PHyXDHybbFyLP10GBr42AGk0Ax34l6oDk+OcYXnuehQZM5jWDBjUdnxLDq8RoUQJm0qElLG8LtyI8GtIwh36lbg59CwOn+I35iktWnAcRBaat/BrDlv30gm12D5+jwMKdO82HL2GziTZoxgLT8ZfiYp1tdw2dIK2xMJkek3EOqFHSrARB8xW03nWyFV/PzhrfVBi1+9A4DMFpvWuqV+xDSe6uq7n+OyNX8RNSg4RkO1FNQ0chamgYUhAzVCKaStRQHRCtxxSkqphJoqo0R3QkGNIsiGI/aNvlu1Oxz05OQ0L5bTqxz7Y8yy3dML3g6QyaXUx0gnTDDX7d7HIX0o0DjPK+hPOU8w2v438jPvroI0466SSuuOKKTt8deuihzJo1i3HjxnH33Xfzpz/9ab/W8a0Dz5NOGsdPHrqKSDhKbXkd1WW17NlZw7uPzKB8U+qhND2mc96NZ3LyFccSbA9RU2b2K99YwVt//qBLgBtsC/GLf/6UoRMHEeoIU1NeR01ZLeuXbmbaQ9MTgKM7YpEYD865g8zcDCKhCLUVDdTurmPh1CXMfGZelxeM9Ow0Hp5/F4qiEIvGqK9qpLqsljcffI8VH3/V5TEZMmEg1z92rbluq1/Zhgqe+81r7FhbZjZKIU045oLDOfOHpuYwHIxQV9nAxi+28s/bX6W+qjHlusIdYX5wzyUcdORIAFoa2qirqGfVvK955Z63uzSrDwej3PH6jeSX5GIYBo17m6mtbGDBtKW8/9Qcx1A/GdhqHoUHZ/waj9c8VVsb2qjeXc8bD8/g8+mrUgJhj1ej76A+/PSBSxPmb/mqjMd+9Qbbvt6d8pgU9c9n6JhSjj5zgjOvuaGNF/76MWuXuzL8XZ7Q2TlpjBzXj6Ej+1LS30x+isV0pr6yhOnvrETXDfNGlcQ+jxhWxIihRQweWIDPKkqwZXs19z86i+1ltSYZlwScVSEYN7KEvgXZjB9R4mzO8vVl3PvCXKrqW7q8/g3qm0tBdjqXnjjJmdfQ0sHfpi1kW1UdDtlshQTTxsqQjB9Vyq+/fzLhSIy9dS3sqW1mT3Uz789ew/adNcSp7Li0w51cGGfBSADUDiObwDxbiXleCR4D1afjD0TI8IfJ9QfJ83VQ5Guh0NtKmhLBp0Tx2mBZxMGyPW3O1/Fg4BUGOoIsCzymKWH8ShSfxVwrwtRLm6eGqTeNGQJpCPP+LzDZZxdgjh8t4UwKHfOByQ2KcU13A5yd44U54hAflrcAtJAJrHMcOJuss6bqeFQTQMflGlHzgUEJka6EXcA5Srai4hP7P3T5n4/ePXT/N45Be4RKnqLRroQJyQ4iqmoxzyphTSNsaEQMjaiuElF1YpqKrhvImPnQLdX46JZ0FVay/0MOmHYeVs3/GlLGT1lrZMiWIDkgWshO0g2HfU4CybbmPwFUu5Omu2Kfu5JruHXPCQC8C+nGAd3zgegh9uzZw0UXXeR8VlXVkWsA5ObmcsYZZzB16tT/bfD8/XsvZcwhoxh4UD8K+xcA4PV5KB5SxMYvtvLOXz9k9+b4cGFaZoATv3c0g8YOYNBB/Rk0tj/ZBWat9kC6n6JBfVg+azXTHv4wATj36V/AMRdMYfC4AQweO4ABY/oRSDeHM/1pPtIyAyybsYqP/vlJQhnvoRMGMeWsgxk8biBDxg+gdEQJqmqiK6/fS0t9K2/96X1WzlmTsF+TThrHpBPHMmT8IIZMGEiffvnOd4qqsH7xZl65ZxoVWxKHQk+47GhGHjqUoRMGMXTiIDJzM5zvopEYn77xOdMenp7AJnv9Xk79/vFmnwkDGTx+IP40n/N9R0sHHzwxixnPzEvYt9yibE649GiGThjIkPEDGXhQfwfIgglmpz78IfPfXIzhYp77jyrhqLMPZcj4AQydMJCSYX2dY6IoCrUV9bx099us+nRdwr6NPWokk08Zz9AJAxk6fgAFJfFsfMMwWD5nLa8+8D5VuxKtpI4++xDGHT2SkYcMZsjY/k6VLIDaqkazXOy05aZ5v7WNqqZw1lXHMPbwYYydMozcPpm0NLYD5gPXh68s5rXH5tLWGopnmgPZ+Rl893tHMPmYEYwYW0o0olO+wywZv2ldBY/c9yE7d5h6VWHZtQEMHJDP2ecdwpFHj6CwMIvy3fVs3VbNqJF9eeWtZbw8dSm6YeBU/rJw2oQx/fjOieM4ctIQcrICbN5Zzc7KegrzMnn8zYW8s+DrlMTECZOGcfzEoUwZPZDC3AwaWjpo7QiT7vfyzmdreeK9z2lrD8dxn0U6nTFlFMP792FoST5DSvMpKcgGwOfVGFiSx47ddbz/yVq2ltc6um1hSMaMLGF3dSPN1jInTxjI8CFFvPvpGtrDkUQmWrhAoe0c4Mg2JNJjoPh0fL64VMMGzsW+Zvp7GkhTwglA2S9MEGyCZYlfgEcIPELBLzxoqBhIMkUQv4g5/dyg2U7e0g1hak8NgRFTEq37dOtAuR/apERI4UhuMEiU16QCy47jQWJ1xESGmbjO2fWdsKQaQtiSDZN19iiGY0sXUKMEFFPnnKZE4lpnJUSmiJKjQIaIXwMOxL8aGj2x2BmKn3y1nSgdRKRKVNWQpBOVIQs8q0R1laihENVVk33WFGTMlIFJw3ySlqok0+entTWcpIm3QK/9YGpdtmwQjRTkZgdoamh3STYwR4UEDmgWKEhdd9hnTVPIzEunsbY1NWi2/gsZOWm0uUboMnLSQBq0WddVJ1wAWFEVSoYWUrE1PmpWNLCAxupmIl2QMQDFg/rgC3gp21gJQkFRYMDoUnat637E4ejzDmPT8m3UVZrVMAMZfnJK+8CGbrv934Yls/nG1/E/EtnZ2USjLhyTm0tFRUVCm6ysLKqrq/d7Hd8K8Dxy8jCqy2r54qNVVO+q5Y5pv2DhW0t4/f53OwFLMP+MV955MbvWlbNjbRmfvL4IzaPyoz9fyfSnZvP2w9Npqu0sw+g7uJBzbziTXevKWT1vLe88MoOhEwdx0uXH8uaD73UCzXYcdNRITvzeMexYW8bcVxayY205p119PMWDC3nprqks/2h1yv065oLDGTl5KNvXlrHiz1+yY00ZP3/0Gqq27+Xlu6aya33qi8BZPzoZoQi2r9nFvFc/o2z9bu6b+VvmvfoZbz74Po3VTZ366DGdy24/j/JNFaz9bCPvPT6LUEeYXz73M6Y+9AEfPPFxStY4uyCL8286k+1rdrFs5mpeu+9diocUce7PT+PVe99l7iufpZRgDJ0wiFOuOpYda8uZ++oidqwt58jvHsKIyUN5+Z63WTbzS+vHSkR8k08Zz2GnT2D7mjLeengG29eUcfWdF9La1M7L975L2UbX7+3SKh9/4RQyc9NZ+/lm3n58Nlu+LOP+d25hzhuL+eDZTwmHYrhtjaSU6DGDUy87gsodNbz+6Mes+2I74VCMG/90Cf+45312bdlLKmsmIQTHnTGOlYu38soT81j7ZTmTjhhK3355fDBtBYatUUY4hCxI8vLSGTGymA/eW8nnS7ZSXtnIaaeN49Gn57Fle7XjSIEkoWjK8IF9yM9O49lpi1m0egc1ja1cdc5hzFm6iar6FksyLTqB5yMPGkROZoBX5q5k+cZytlXV8Zefns3zs5azbod1o0rqI4BLT56EISU7KutZvqGciuomHvjZd1j05XZeeH8Z28vqzG20gaKErIwA/3jIHCJraulg955G6ps7OP6w4Vx97mFM+2QNb8xbTWNbMOFmf+Fx4xlQnMcDcxbG2WevAV4Dzavj90bJ9IUdqUaxr5lB3nZOKP49dS2PImOb8AoDnwC/A5S9aKidpQjeY9H8J9G35U78ogOPaEEVplOHisSQAgPzFdVVYrqKrgt+Ouko2sNRXvz6SzuVEluu4qBjaY2auMTjlx1hjmC8/sWaRODslnKkKCv+g8kHE8Xgpa+/TCnXsJ01FEWiqKZcQ1UMfj7yRDr0VuZUz8Ovmox6QI1awDlosc4hMpUIOYpBhvCiCgWR/TdkZCkE36LXITIQuc8j2x6GSC+s4OzQRiCy7kI2/phelc22I3AxKLnQ/o/e90FD5DyKbH0E9G297+Y/G+E/Gdl0E71GFCILkfMEMrII2p/ttmm24iUkw4TUDooyzmFU3q95r+JPrGjcQUTTCOkefLpG2GafYwZer4dsT4C6liBDcnO5/tApnDJiGKf+7QUamjvi7hoi/t+SQvCdEw5i3mcb8aoqpx89mnNOmYDPq3H5D581ixoJgVCko+aQAvoPzOfSq47mb3/8gEmTB3PsqWM58sQxfLV0G/fd/Jp1PXSDZlPydsnPTycrN41Zry7m0BPHcNjJYxl1yGBefuAD3npsdkrpxkGHD+f6h69g0fsrqKmoZ8Kxoxl/9EiKB/bhd+c+3IlwAnOE9rLbzubc60/jhT9M5aTvHc3oKcMYOXkI/nQ/l/S/jsbq5k79DjllPNf88RKGTBjIi3dOZej4gQybNJjS4cWUb6/glRG91cgfiP/2GDJkCLt27XI+T5o0iblz51JfX09+fj7BYJAPP/yQAQMG7Pc6hPwvFh3ZGZLHcw6aNbRYUJqHL+ClclsvvD5dMXBMP5pqWvZJuwww4pAh7Fy3OyVo7qnfllW9MPN3hRCCIeMHsn3Nrn3ql5GTTiDDT21FfU8rSPhYOKCAtqZ2OlqCXXRItQyFAaNL2bO9mmikM8vSXZXBIeMHsHNdZaJspRceoAMP6m+yC8n74ALPTh9reR6vRiAzjZam9sR+QnHaOH2cvgoev4doRI97n1ovqbja2i9XG9uWzWRwhKVXtTXAcY9UKTAZJCvRLJWtW0KCnW3x5rCUwjXtfhfO50RwlnhsFSEwuvOIdv8OFojPz0wjJz3Ajsp6x4daGDiV9sx3SV5mGv365dGvNJcBpXlMGlnK+KFxeUkoGuPdVet45vMVVAXbkJrk5FHDePLc73LunH/S6tnExNwKjszcxjGBPRSq6ak3DA2leCNGww96b6cGiOw/gdIH2XhNr9ovD0f5IjiGHwydypvl83h152I6oh5CUY1IRCMW1dAjCkQURFRBRARKRKBEQY0IHrngTKKGwa/e+bh7qUbSvN+efBwTSvpy4bQ3zARBa8geVTq2dIpmyjVs8OzVdH466ii+N+gYfrbq93iUJjI9IXK1DvK0dvK0NvLVNvLUNvKVMNmKiJffTv8xIuMmZP0lEFvX3SHpfDx9xyPrzjOTBXvVKQNR8DGEZiNb/9jrdZH+M0TgHGTdab3v45mAkv82Rs2xPZfztkPth8j/EDpeRrY90kNjPxACtRSR+0/Ah2y8FvSdXXcReeA/mdbQArTsB0jzHcnmpleZX/MWVREf9ZEM6iLpNIbSaA77aQ970aIZ/P2oi5m1fSuTC0v5zvBRbKip4clFy5i/YQdEQYmBErVeMYnXULjtouO54PgJfPTZek4+YiTRmM7H89czY9Yadu6qQ9GlWZbeeRmc+Z2J/OymU4lEdKRhkJkd4OtVZXz28VoWz11PU22rU1FQ6Ob7qIkDuOVPlzBgeDGxqI7mUamuaGD5vHWsmLuONYs3E+4Ig6sCYW6fDK6960JOvvRI59B0tAZZt2QLaxZtYu1nG9m2pgwjGr/HKKrCWT88kSt/dz7ZBWYRIz2ms31NGRuXb2Pjsi1s/GIre6xRQDtGHTaMa++7jAnHjXHm7dlZw9ZVO9j65U62fbmTjau28EHNSzQ3N5OVldWrU+U/ETYG6v/UXSgBf88d/oUwgiF2/+yu/7pjsD9x55138sgjj7B3717S0tJ49913ufDCCykpKeGII45g9erV7Nq1i/vuu4/bb799v9bxrWCe3WEPtexrlG2o6LlRithXAPyv9JNS7jNwBmhraqetqb3nhklRU95DFa0uonxj1zZN3SUN7lhbnsD+Ar1y3CjrZn2dwlpeNBIjastWOjlsdL3OaDjWaTgecPx9u14vcZ9nV7/4Z+JA1jCH3VNXFcRhn4FOtnX2smyWKFV0Z1fXCThDJ4Bth6l7hrq2DupbO0z20xbkChmXOUtzfn1HkJqdVazYU4X+teD3+SdTHWpnZ3MTO1sa2dneyPaOemoKWlF9Ol5flKWe5axpGslzx04mv/nPrrV3BZwBYkgZBpHRTZvkUEyg12sHBjjM5+Gw7BEIzcM4z738bBBURXPZE8mhJpxJbSiDplCAlpCPYIePWFBDBlXoUBAGeD0are0djj4+ZXJgilhZUcUVkybiUzVCpHhod/1e8Wc5ybTyxVw68CjOLj2J2XvfTnAZsV9eDDwC/MLFzLc/A55JiNzHkXXnmsdKps55cIdsvgOR9zoi9ylk/aWg5PRcwES2IVvvQ2T/DYLv9R6sR1ciMm9BKnlg9PIe4JmM1Ct7CZy9gI7Ifhhi25Ftj/fYQ2Q/gAy+ae6LXoFsuryHbfMhcv8OSgFZWXcQi25iy96z2BXcTUBkk6Fm06F6CaheOrQY3phOwO/n8WMuZ3xeCUf0Hciamr386MP3mb91pwmYFTP52z2ak5eVzl+u/Q6ThpUCMG5ECQ89N49PF28mGowirEucfT4KAVnZAX5525kcdYyZy+IPwPSpy3nj2QU0VLeaD81JumR/uo+rbzmNs68+GsUiMoQi+N1lT7J64caU5boVj8rZ1xzPlbd/l/SsNGd+bUUD1x3x+7jkI0n3nJmbztV3XshBR4wgGokSCUXw+r18OX89vz/7z6YcL4XjRv+RJRx59mRqyutYNW8tecW55JfksuzDVTx160tOu5jcN3LsQPx3x3XXXceYMWPo6OggLS2N888/n4ceeoh7772Xd955h0AgwK233sptt9223+v41oHnA/EvxL/qZ/wfik5JgPtiTbc/60l1XOykwK6Ol5RxG7dksO367FjIWd/ZiYP7E51AcXcgOjmnbb9W6MLyFqCX9nZYKzWn7e2T6D6IpgliafDbeXPR0yR6uoEIxPClRcksCDHCH6RPoI2+/mZKfY0oweUU5HyEDJ8FaBD6oOdtk+2gpPXczg7PeISSh+xF9ThzZzJAdiACF0NoLlO8zUzxAjSzM9rG1mguWyPF7Aj2oawjj73+LBra0ggqPnRDQ4kqeDWVqK4n6J4TEgjp/NsJCSsrKvGqKhOLillWvbtzg6Rp2yUkbER4s3wuVw06gy/qZzM4vZTWyJcolixFxSxd7sFMXnOHbP4VIv99RM7DINJNBlX2NCIVQTZdj8h/z2ShtcHI+vPoMakvNAsCFyCy/4hsexJi27tnawEia5EyYvpPh+f2sF1mCO+hEFnZu7bZD4JeDtooZP059OjA4TsZEfgO+M80C7g0/QIIdbcGRM7DCO8kAGT4M2INP0CLdZClBOhQfXQYPjpUH0HVS7vqpTS9gAfHX8vgjEIAYobBS+tX88nu7QjVTGSVKkgdxzlj/KBiHrn6uxRa5eHbOsIEw1HWbK4kHI2Z1zvVTiAUoEBhQRbX/fgE/H4PSz7fQjQUJRKK0tLUQVOj9fBnJw665BpDR5ewbX0lj/zqLRRFmHJrRUl8QE9K7jN0gw+fW8Dc1z/Hn+4jEPDiS/PiT/MRSPcn6KXd0drYzhM3vxQftTQk/jQfmfkZaF7NdGFKYVm3e3MVz/32jU7L8/i+TUmy4PgPftPr+B+Jvn37cskllyTM+8UvfsHNN99MXV0dhYWFnR239jEOgOcD8e2KBN/m/fB7dlUb7LIddA+ak7+X0iKLbUAZz4o3t1Oa1/UEVjqJdU7YRmu+K6M+zjqnAOD7A5T3oX1CIUF7da7pOEsu0H0mcI5lSKKZBjIzRiAzTF5GByUZzQxMa2Cov4bhvr0M9zQzQLPY4+BbiKx7AQMZ+hC69PP1YOoYOkCkgzoQ9LLudzXjFlAKkNEtTtnmHsMzFpF2OcJ3JEbDVQlfDfZkMNgTZaJvE19597LGN4BNnr5sVwrYawjCEYW+Wg5eTSVs6OSk+WkKhRKPZSrW2fodGzo62NnQyAmDhzCsTx6vblyTYqcSgbMiQBGSWXs+56L+x/Pb0X9gW9uXLKpeabmRWC8MVCHQUJPWHUV2vICSdaf50Xc6hN7r+TjJDghOQ2T81Op3AoTn9dyt9UFE/nRLk/wAdPQAnglBdD3CdzRSLYaOV7puqvQF76HgPQTZ+nDP+6AOQAS+a25X+z9B7yGJSGQgrOMkhGLlG3hAdg2eReavEf7TzXXEdoNegU8bRI6xiQ4ZoV0GaVd9tBp+AqqPIek5/HDI92mMtLJs5042NTSwsbaBLbUNpoTHEEjdYptV00pR0QQZ6T5ueeFDGuvbaWzoINYRQ4mZFotO+oYj8zKvWNW1Ldxzz/uImGFW0YwZpiTDMK9lYLYX0hqxs1w31n1ZxvqVO83rliXhwMVQd7Kis4gKPabT3hKlvSVounvsp3I01BHu0t0p4dincNzYVxnmgfh2xTXXXMO4ceO45ZZbEuarqkpRUdG/ZR0HwPOB+J+IxLLbPUtB9qlgirmC3kk33JgkmdF2dA7CaevIMqyiKgnlvLvweXaW5R6+t9vjnpeCTOjhsKRq7+C85F1J7gtWVUCIZhqQEyUnu4PS7GaGZdYyJq2K8b7djPVGzWp2WMDZezQELkRYzg9SGwGxTV1sYQyR/w6IPFOnK7Kg/cnud0obhfCfiNTrEVl3I1vu7L49gJLvgB2R+Utk4887SRIK1XROTYuSo27CI3SiUqEj6qEu6OFvJ53JyPwCBhfkoQrBfXMXxjt2Idcwdx7+8p0zyPL7+MnkQ3ln0/pO4Fk4wDk+bc//ybDzyPFmowqVoD7IdBLBsLyudbzCwIPSOZlSKAjtoPjHtAuRvQHPSFCLXf0uQ/YInv2IzNsRtkWe9yhkx6vd9hBZ94BaYjK3oU+R3YFnwig5VtGTtKtN6UZ32nj/mfFp7zGgvtntA5nIuBWhFiP1WnM7Ot6g27LhgfNBHYzRcjeEFyUsO0PxkS2DtMsQrVZCZ5vqpylaw+1rH6QxnEZT0E970Eck5EHGFEurYZVrdxVOiemSz7eWoURM7bOqmw9VTtElIeJJgkK65EM2qE5klhOs6uzrlnS9u8MFqp3+CcA5iRXuqbBJqnUkr+//Iws6+7nkm17H/0q8/vrrnYDzvzv+j5zxD8S3Nr5NlZx6sa0O69HVlaO7q5at6XN/n9ze9lh1hf1ZOOtOnE/Se3K75OXE15V6M3sKpyJZKqBt3Xztl6GmeGnxl+4DPSCRGTqZWUEG5jRySG45J2Zt4LvpWzjcr1rA2RWRz5GN1yANS6PuPbS7rYXw5wglDaFkQ+SL3u+o8CHbnu5dWyVuGynbnuxWy3uYz8OhgR2MSK+hIK0dzRdjeVUF6T4vhZnpzN6y1fyx7Bcpjrfrt3t++SpyAwEAWsMuL3k3UHbvFljss+SZbdNY1fglAEX+gWgIvEI3AbSld/akGnmRHciW32A03YQ0WhDew0xWv6eQrcjmX2E0/hxpNCB8x4Lav4dOIWTjdciOt82P3sPpiceR7c+bbhvWOrsNw+XiYdT0mFQqLPAsgx8gGy7qfiTDMxG8h2I0/wZZezy0Pw2yqfvtCX6AbPoJdLzaadkeoZKpqGSKqOM9nqGG0EQ7fjWGR9HxqAaaZqC4KkralSZNP/XEl+3O4pR2dyUTJzu+2A/30vZydidC2/MhjhSSk6xTjdAlExD7U0X2QByIfyGGDh3Knj29TBLezzgAng/Evz26NaVPBWhTtP+3msDYy9+XZaZIdkn4rpNjReJnYWuiXdsgkkE2pADOSfPtZbjbJSwncTO6IzWTWefuALPj3OECz4YqLBcQ011EqgKpWVUCNfOle0FPM/BlhOmb1cLY7CqOSN/GyYEm+mrdJPhFliMbrkIajQjP5G52AmRouvkuQxBd223bhH6tD/ac0GaFsMCzbHsCwp/22H6yT2e0v4q+gRb8/iiLqnYBUNPWxqqKqoQHlC6lhdJ8ra+u4e116wFojXQ9LG1KNky5huI8kcX4+/Z/8HXTCjyKj0JfKYowmeeu9M4JEfoIWfddZGQFInB+j/vtRHgOsu5MZGgeInBJz+2JIVt+g2x7DKFkgGd89831XdDxsjlt9OSYFEHKCFLGkK33dd9UHQLaUIyWu5DNv6RHnbdRj6z/LgTfBlIXyeoc3WvAM4SPTMUgUwmRZXly28Vt/GoMr6qjKgaKqiNUw3RdseQaOBUFrXmOTZ0bIMeBs+3uY0s3bDcgO6Qt6YBOADkOpLsA0ClsPVNGEpjuUXv6DeS7HIj/7bjmmmuYOXMmlZX7YDawj3HgrPz/Lf6XxmaSoteA2wbw3YHjLuaLbh4MOgFme1nJYNdJenH1c21Pj8x0N9Odt7mL2V2BZlwAz32TVUSc0bKKmhhanHmW1svwSmRAJycjyLDMOiallXG0v5k0xdvNRloR+xrZ8D3QevDejG1CRrdC5Et6B2AkMrx433yMlTxkaAGy7bFeNfcJD2O8e+kXaCTdF2FFbQWhaIw5m7dZvt8kvrrfXP6y6HNaw2Faw4ng2dasiqQf3WaeFSERRHml7BG2t66gT2CYqzy5gSeV3jk5jCpkw5VIvbxX+x7vV49s+ikysqLXXWTb4xjNv7XY557aPonU63tmns3G0PE6xLZ23847CdlwOXS81rsN7nXJ796HKpQE9jldCVsAOoJfi+JRdTRVR7WYZ5t9tv+Lzv/SdnWxpxMegJMtLkVnYO0Csc71oSvGuZfRCRh/00D5/6rM/Dcd8j/0+h+JCy64gClTpnDkkUfy5JNPsnz5csrKyigvL+/02t84oHk+EN+OcOuR9zdpsItI1EunWF5XSYRuEKyKbtsLaTHyVrsetc3W584b65rfm+nehAs0u+elvsHS7TzDC1ogRmF6GyPT9nKov4oMZR8s5WLbkE03YLpddF1Ew2Sfe3n5kh3I1nt7vw0Ash3Z/Av25Y4y2pvGAG89Wd4we0WUlRUVzNq8JfG3sBcnkj4TfwiSQF17B08u/4KWaHfMs80+W8AZG0AbSKK8X/FHxmWNQMFARZp6Z5GieEzK0CH4Tq/3PSEiC/etfXAaKMU9t5NtyLa/guiFB22svHcPPsH36Do59T8XJvvcQboRIVMJkaaGCahRvEoMnxrDY/l567pr1MeQYCcNuuzq4tIM4TDTzvVGuN4Va2TL0kI7umfhun5Z1yczWZA4iW5/pwiEbl+PXSezXVq7O90z7LN2eX/LdB+I/79iyJAhzrly4403dtlOCEEs1oOzThdxADwfiP/NsBMCe3LXcEeXlnVJw4yGtG5SPQHmJNcNe55dDbAr142EbXL1E4nAO3m6t5EMkrualyDfUHrxGdB9koy0MP3Smhjjr4i7aexL9MYRIzTDdFXoRci2x3vvsuHuI/fdO32Qt5ZsXxChSd5fv5EVFZUJx9aZ7Oaeb9v/vfjlaoYV5nfdkDh4tqcVIVGFxCN0pAxT1b6YQs32ewb1X/Yv/Iail3Iagm+DZ1yPzWTrfSCbe7Pi3q33Gw5VKKQLhUwl4jDPtnzDq+iOdENVFQzDZJ9lTFoFmOz/oOuzi3kWnd7jYNlx3VCEdamUYIh4AmBysiB0ntcpOTDpcy+ikzPHfi7nfzYOWNXtU1x11VX/shVdT/GtA88Dx/SjYU8TrY37UNoVGH7wECq37qGjtffV9PzpfgaMLmX3pkqCbd15eCZGfl/TiH335qp96jdwTD98AS8VW/ZtO8ccMYJIKErl1j37tL5DThlPXWUDVdure23d4/F5mHDCWCq27KGmrNY0p+9F5BRm039kCZVb99BQ3bsqj1JK+o/oS1ZeJpXb99Lc0Hswc9ARw1E9Knt21lK/t9ncTsV9sbdAtTXfZp9PvOBQQsEotXuaqKls7LzOFADbn+blnCuPpLmxg4a6Nurr2mhobKOpsQPdnVCYBLb7luRy6hnjaWhqp6GhnYbmDuqb22lo6iAYjcVBdZJl3eihxRw0oi+1Te3UNrVR09RGXXM7McNICbDtOHh4KdnpASobmqmqb6E1aLKaCT7E9ua5koxGDyikORiisrnFHN1Lujm7E5Ck1yDLH2agv55x3ha6L3byL4ReAXov9Ww9eQiniv0AzgCDtGZyvR0IzeD9DRvNmZbbAdabsEcGXO9xzXucwYvEdNbX1JjufK4wGcI4aMZajMM+I1GFYblrmJINFYlCD3rnb0UYEF3Tc7PoV9/4lvy7I0PxkWaYSYNZSpBmNWDqnl3SDd1Q0GMKhiJBlfHRLJd0I54oSBKANl02kj93WSTJJqFdjHMqyzonFGE+iyTnfwircmryvaInx41/Y6SyqzsQ/7vx4osvfuPr+NaB51GHDeOXz/+c+j2NlK3fTdmGCnat3826RRsp39T1zfSUq4/jvBvOpKa8jrINFZRtrKBs/W5Wzv6qy6qFkVCEnzx8FeOPHUPN7jp2b6w0+22oYMGbi7sEuNFIjHs++DX5JXnUVTawe1Mlu7dUsWXFNua+8hmGnvqC4Uvz8ejie9E8GvV7GqncsoeKrVV8MXM1Sz5IrSNUFIXS4X351YvXA5j9tu6hctteZv5jLptXbOvcSUo8Pg+HnDKBi37xXQzDoK6igcqteyjfVMnbf/2QvbtqU65PVRXOu/40DjvjYKKRGHt2VFO5dQ/b15bzziMznUqHyZUG9WiMW//xY0qHFdPRGqRy614qt+1l4/JtzPjHPLPUd4qsbFVTeWDGr/Gn+2hraqdyezVV26v5YvZa5k9dajZySS2klHi8GvnFOfz2hesAiISj1Oyup3JHDW8/OYevl6Y4JkBeUTbDxvXnvB+d4MyLhKKsWbaNp+96jz3l9Z0AsMerMWBwHyYdMYyJU4Y6X8WiOh+9u5IXn55PW7v5QGNLN4QC6VkBSkpyOeW0cfTtm+P0a2rq4OU3l/D+zK+ISaOTrCMrzUd2ZoDrLjuGNH9cR9zY0sGjbyxk5tKNKffN79XIyQjw8HVnO/PagmHKahp5Yvpilm4qM3fJ0TbGb8LD+hZw3/dOIxSNUVbXyPbaBnbUNjB/0w7WV9c4Gf5SkeA1yAt0MNhX00157X9X/PfdDAdoAfp421BVI8EfW7jAsgOgk8Pu0N1uJVnTmaA5njRoyzZMCYeBIkzJhkcYeHujdz4Q/2dhOm8IsowwTRb77FNieJW460ZMN0uyK4aCrkqzlkuybZ39IGtNd2ae4+92uAE1tp1dT4xzV/Pc0dX8JMmFogh0G4zbko+E9inmAV6/xyyQsg+hKAJ/un+fCKr/63AZ9Xyj6zgQvY9vBXi+7YWfM2TMYIoHF5LTx9S75ffNJb9vLnl9c9n5dVkC2MvMzeDKOy+ieFAhRYP6UDy4kLRM0/qpcEABhQMKUFSF1XPXUF/V6PQbOKYf51x/Bn0HF9J3SBFFg/qgecxDVNi/gJzCbKrLa1m3aGPCH2/SSeM46XvHUDKsmJKhReSX5DnfFZTmIRTBqnlr+fy95QnA+dSrj2fyaRMpHd6X0uHFCeVK8/vmUldRz8rZa1j24aqE43H57y9g+MFDKB3el5JhxXhd1ZJyi7JZv3gzM/4+hy0rtzvzfQEv1z5wOaXD+9JvRF+KBhWiqibgVBSF7D5ZLJuxqhNwLh5cyCW3nUPpsGJKR/SlsH+B853Hq5FblM1nby/j/Sc+TigRPuaIEZxx7Yn0G15M6bC+5BZlO9+lZQbI6ZPFvNc/Z9bz803gbMUx5x/GUWdPpt+wYkqH9yU9K+B8l5GTjqIofD59JUumJx6T839+KuOPGkn/kX3pO6gPqhYHCaqqsHHFDt567GMqtlU7dw1FEfz4ngsZPKaUwaNLyMrLwHBdoPeU1/HGY3P59L2VJoNs9csvzOSqW05n2Lh+DBhahOZRaXcx/vM/WsvLT39CVUWjLUwFFYaP6stFVx7JiNF9KSk1z5GWZrOiVjAY4a1py3nrneUEw1FTr2gxR0cfNowzThrL8CGF9C00j2M4Yt4w2jvCvDZrFW9+vIq2cMRan7kdFx4/niPHDmZIaT6l+dkoroeTcDTG9KXreXHuSmqa23AnDF135uEMLymgX59s+ufnkG6BdL9HY2TfPrSGwny4dhMbamvMREFLV3nxpHFs0/ZSmF7BUE8teE9C+E5Etj/TTYlkYdrCGftTKj7O0n6jIbJ7KQEwAVCBpxVVM4gqLh1zKgANnTbflu5oQhDtZt/cwMeWa2hCkKH5UEQbqjBQsYFzDI8w8CBS652VPDA66L5CXopQ+4FexT5LH5Ti3ss0/uVQ6bHiYafwg5Kx7+ekOgiMJnq0rkvYJgW8R0JkKaCTJjykKVHSlTB+EXWkG/leDz7S2R0LoaoGOZqfccX9mbdjJ+hJ0g2b6RVw8sEjWLJ2J6GOKEIKhvcrID8jjRVflSGFTKl77lOYyXe+M4mXnlkAuiQzO8DwEX0Jd0TY8FVZJ92zOSk46ozxDB1Tykt/nomiKpQMLWTQiGLKNlVRvtX1e7v65RVnc/5PT6VhbxPvPDGbzNx0+g8vpt+wIr74eA3NtalHKQ85eRwX3nQm7z3xMV9+so7CgQX0HVxI8aA+zHz2U6TR+TfPyEnn9GtO4Ls/OYVfnHg33oCXwgH5FPYvQKo6C956txc/8oE4EGZ8K8BzNBpj1dw17N1ZQ2tDG3dMvZVVc9fy7t9msGpuZ6uqWDTGoLEDqC6rYfPKbezdWUNGbjo/efhqPn1tEe/8bQY7v+6cZenxeSga2Ieq7XtZNXcNe3bUcNBRIznt+ycw/anZfPDkxzTVdL6JZuZlkJGbzqblW/n09UVUba/mu9edyoDRpUx9eDqfvrYoASDakVucA1Ky/KPVDlt8yz9+Qn1VA2/9+QO+mr8u5fHo07+AtsZ2PnntM1M+UV7Hn+bcwaJ3v2DaQx+we3NVpz6RUJR+I0rYu6uGVXPXULF1D6qq8OuXbmD6U7N597GPUu4bQOHAAnat383n7y2nctseBo8byAU3n8Xbj8zgo39+mlIqkpbpJysvnY3LtjLv1UVUbN3DiZcdzZgjRjDtLx8y/62lxKKdL3A5BVkoqsKKOWt578nZVG6v5kf3XUosqjP1LzNYvWBDvLELQeQVZ9Pa2M7HL39Gxda9VGzdywMf/JIvZq9l2mMfU73bGl1wSTcMXSevMIudGyqZ/+4Kdm40ZTb3vPoz3nhsDp+8uwI9ZpXmsoGnlISDUbLzM1gybz0vPzaXbRuqGDm+P6eeP5kXH5/Lzi3VSDWZ2jELFiBhxnur2bx5D9u2VnPuhYeSnZfGa68toaE5aCIq1S0vAb/PQ0cwwtszV7NlVw1bymq49dqTqG1s5+UPl9PcEbLG7ZOOZUaA5vYg0xasYUdVPduq6njshvNYvrmcl+aspLbVethxE/4C+hVkE4xE+eTr7VTUN1Hd3s5TPziXBZt28MLiVazZs9cpzCBV8wacnebnlmOPpCA9HbgSadwNsd0I7wRIuwSC7yHb/2GWQE44Ub6HSP+ZWQ66y8IonUPkvY4MvmtZhvUyAhci/OcgG6/sfR8lD5E3DdnxgunT24sY5dtDwBfhHxecx6fbt/PqV2uTypgntjftB4X1Dj8/agqjiwv56YwPzU7u9pasIxWZd82QcxmbPYBnt9/tJA+qltehWZo7tfZfZN0Hagmy6ef7oA1XELnPg1GLbPplNw9Hyd2KEH3mINuegfYnerkuIP3HCG00svmW3vdRB5jnScNlvXfJUIchch4FvQzZ9LNuGgrTjzyyHLRhiPSfg/8M0w6x48Wuu6V9H4wGiG1E+M+DwNmg9EE2XALRr0hTvKQZEfzCAtBKlENzJ3Jh/2v466b3ObOklCMLRjEutx8dsQhTKp+iLWaN2rkY5xF9C/jdWcczuqSQ5/OWM2lYKZOGlpKR5mPDjr0sX1Nm/u1dbHNWpp8rLj6c886dTG1tC/375zNiVF/6luYC8OHU5SZ4BudJ0AbNl19/MoNH9qV8WzWHHj+a/sOK8Po9RMNR/v6Hd+Lg2ZJq9B3ch4t+fionX3oEXp+Hyu3VXPqLs8jKM3MkWhvbqdpRkwCePV6NEy45gvNvOIPBY00v8UEH9Se3KAvFGnmsrWhg4dtf0Fof7zdgdCnn/Ow0Tr7iGALpfgzD4KXNf8NrkQKRcJQ1i9dx9z6Y8fzHw7o2fOPr+JbHL37xC8LhMI899phzTtx9993cc889ndoec8wxLFiwYL/XJeS/1VD33xstLS1kZ2dzPOegWdWoigcV4g14Kd+4bwlAQycMorG6iYa9TfvUb/SU4exYW0Y42FtPT6vf4SPY9MXWffIrVlSFwWMHsH3Nrn1aV1Z+Jl6/p0v5ScoQgqKBfWhtbKOjZd+GrwaMLmXPjtqUDwQJq0iSYQydOIgda8rMY5KSAess2xBCMGT8AHastUCX2wnDDU6THDICGX7SMgM02A8E9vo6eZQmzs/MTSfUESFmDyHazLGrcIA9z6k2qCgE0n0EQ9H4d8LWISqJBQgsb1WpKub9N+AhHNHN7HmLbZaqcOylcL+rWLZxkJ7mpS0cTUjeSyiIkOz1CmiqQlamn/qWjrheGRJY54QkQMuSriAnHa9fo7yp2WSaVel855QHtoD0oRPreWr4BvJ9YxH+08yiGVZIqUNoOrL1L2DYJZD9iJzHwDsZ2fgTiK6gJ6cNAJH9ECiFyMaru22X0CfnHyCDyOabe9khgMh9BZR0ZP0lIHun1Qe4cuf5vDzlAX44830W7NhpsnuGBZANaxjWsKYNYZZPNgAJx4waxD8uO5eTnn2esvYm0wrQY/n7eiSKR0dRJZpHx+OJ4VF10r1RhmWl8cikm6kM7uSd8j+S52miWGumj9ZCH6WDPqqkIJWURilG5DwO2kBk061m4RltOMQ2dG7rDnUoIucvoPZHttwB0XWglkBkWff9/Gcjsh+A0Gxk8+2gFvYM2v3nILLuQdYcBvRckhlAZN4BvqOQdWfQLTLwHguRxeZ2Zd0F0TWm04qRWroGGiL7QbOyotGI8J+OjKxBtj/VtSe4yEJkP4jwn4LUaxBqITK2HRl8D4IfJDDxdXo7ZTEPe4wRjMz/HSOzjne+q+ioZ8HeLXxauZ0lVZUEg0BEQUQESlghT/Vz61FHcckh41Cta2JlXTOrtlTw5eYK1myqpKKqESUGii4ROgSEykXfOZjLL5xCRoZZwMgwJIvmb2Tzhkq2bqhi68Yqgi0hUzphgCIlR504mst/fhKDR8SdUprqWpn56hJ2ba5i18YqqnbUYMR085pvSNIy/Fz5q7M4+4cnOCOfAFu+3MXM5+eze4tJfDTXuogcKSnsn88P/3gxk044iKz8TOerT99czCdvLGbvzhqqy+riEg5LSz1y8lDOu/EMhowbQP+RJc6I5D9/+zpfzV9PTXkdTTUtRI0IC4x3aW5uJiurF24u/6GwMVD/v92DEvD33OFfCCMYYvfNf/ivOwa9jU8++YRTTz2VRx55JMFh4+677+buu+9m5MiRzrxwOExZWRlz587lxBNP3K/1fevA84H4N8W/monaCweLZPDcY/8uwHNim96BZ6efA5Z7B56FA5aVeDs382x/tvpLxdVeiX/nBsxSUboEz3Z/k6nGKWJgM9e2DVUyeI5rkpPBctfguTNgdk+nAM+uyoFSsT9LC0CbYNnQAM2qeKYZXHjwKh4q/hIQiMxfAwpS320yf7EKCyQlj1RoiOz7wH8WsvlXiMCFyMZr6Da8xyBy/4msPdYFxLsJEUAULkc2/8Z06uguPIeCvsssCe0Zj6y/CIzOozndxVvhGzin5DomvvgkkYhuAmfdBMhCN0G00DGBiC6caWEAGsy84WoW7tzFvQsXYHgkUpNIj3mMhcdA0SSqpuPx6Hi1GAFvlExvmAm5+dwz9hdsaF7C5ua3yVFa8BirKVbb6KMa5CuBLqzqvIisOyBwsWnf5p2IrDuXnqUcHkTGzZD+Q4itB6UEWX9uz7IMz8GI3KchVgZGnTmK0F1Zb5GDKFyGbLoOwgt62CZAZCL6LDKZ4OCbXbdTihEF081iO95joP0Js6Jkl1IU82FP+E8AQEa+Mi3xIou6Xoc2DpHzKEIz2VIpg8jGH5qsdYpoNoK0eM+nb+49eNUcZ/7XTdv52Yp/0hpWCUU8RCMaekRFhhVERGFoWh6/OvIY+mVlkeH1keHzkun38sHS9Tzw6icIHZQYCF2i6NZ7DA4eWcqIQYXkZaeRl51OXk4aeXkZTHtjGfNnrbUe+AzTkk5K0CWKlOTmptGnOJvCvtkU9c2hsG8OfUpyePFPMyjfstdsa9nVOTDDkCAN0tJ9lAzqQ9/BBZQMLiS/KJsX7nk3Lod065udvua87IJM+o8sYcCoEvzpPt555KPOBzFFIqKmqfQfVcLgsQMItoVYMn2l811MRv+7wfMjf/zPgOdb7vivOwa9jR//+MdMnTqVPXv2EAjE5Z4286zr8ZHuUChESUkJ559/Pv/85z/3a33fCtnGgfj/JFLYwiV4MHfb91/3e+52ecnbluy6YRdIUTtvq2NPlzxPiF5ZzXXpBd2LcOzvetM+Sb6R4OmsxoGzWRTFBHNSswCdJlE8Boek77IWIE3g0quIIZtvRxgNKDmPmr3950Dog667RJaYw9/+s8x2Rn03+5UG3qMAFcILe9wakXGdWZpaKTCLtuwTcDYf8g/PO4hFVbsIiyhoJjh2zgEbOIMj1cBiohXdPI1eXvYlvzzlaJ5e9gV9ctJZ31RrnoOGQBqmc4A0BIYh0A0FQwqkFOxsr+TJbY9y8/BfMjxzAvXB1Wyu+4qoVIhInRg6asraWBGTPdZ3o2TeZs7K/BWytfNwZ2JEkW0PgdGIkvVrc1bOY2bhEbpJ5Iqu/n/snXd4HNXZxX93Zvtq1WVblnvvBRubYgyYYnrvhBpKSAhfQkghBQiEFhJCEiAktNAhgOmm2uCGjXvvRbYlWba6tu/OzP3+mK3SSloZTGyi8zzz7M7MvXNnZmdnzpz73vcg6y5AFDyHsI0H61hk7eK21X3ZCNHlZgx9eBGm+tyG7mMdB9aJZpng2+3su4rI/wtCKQD7sRiNP4dQO+WFB1HwT0SqfbwMQnRF23Xs0xDuH4JeidQ2gOGNHaO9zSpWkYPUNrOs+kb2aAXsjeZTH/FQH84h12olENVRlFi2lXi2DAW2NzXwo3feQwkL1DAoUVDDYJdKq8wbyWOClesqWLV6t0mmoxJFNxCaqRSLTFk1MO/L9XU+6vc1s2nlTtM8Kp7XOUNWi5ap6AK+EFtX72JrvJe1E5kwGmuaaaxpZs387MO8wBzIv331rmQvZhe+U1i4cCHHHntsGnFuCw6Hg5NOOolFizroJWsH3yDb6MIhhW+hw+GQSg30Te1rW+c1QwqnVLTnJphdu5m30yFakuqWBDqe/iqVOFsl0ibNUAKbgeLQsTii2B0RJjv204FN5IBlWHLW80tzWZvlnRCaiXBdgij4V/ubzr0X4b4qpvR1cGIsQxH2qQhLX1MtVwrbL98SigeR/xh93JOYvWcrbofVTClmkQlbZYRM7oUUCeJsqtJgRWHOxh1ICTOuuIwT+g00VWtdmDl4dZMoJyZANxQ0qaAZCi7VQ1O0nlxrCX09J2K19EVHYAB6e/97kWPGFUuT2Qv3FWZIQ0cQLoSSi9RMUiJs4xGe2zuuZxmROL9C7dZ+HZGDDM02yWjh07T36BL5TyDc15nEWbTtbClybkHYTCt4adQjrEOBNsoLp6mwa1sxmu/BqL8KY99RyIYr2w8xCs9G1l+AbLgC2fgjZPOvkN772lWq7UTRo6sIRlbSGF5DdXAD5YFNbPJtxacHTKtuxUAo0szLrEhkjESbL8oymbhFQEQ30nqf4suTvWe0Wt/qOym9UyTrZoVvON/ugc7fe1BCfkvTIYydO3cyePDgVstlas9HCsrKyti9e/8dQ7vIcxcOXXwTLwCZ8oy23G5H8x3Vb7EumdO3w71LlmmDHHeWZGdTPvXBmxr7nCDRVpM4C7uBatex2jQcjihuR4T+1v0wRQGQXmTDjRhNdyD1CoRagsj5cdvl7dPAdTnC0h/U/u1vW+2GsE0G2+GmCtgOhPv75u7IiBm/2gmr6dgWEI7jURUPd008iaHFBWCJEZzY1NKiOx7rbBJkkJrkt6cfj8dhp1d+HmW5uYmYaRKfJnE2DIFhKOZ3KTCkworGtaxoWIguNRShMiDvGqJSJSrBaC8zhvQhm36KrDkOw/sIUq80Y5NFQfuHLANI38PI2hMwas9F+p8CxzRwnNV+vfDHyJqpGM0Pmm25LgDblMxlreMQnp8i1O4I2yRaMbvEycxDqEUItQhcV4B1ROZytqPBfS0y9BFGw43IfVOQ3gdp0+5dBpHee5DNd0Dg+VjPR1sx0V8PqlCwCrAKDYeI4lCiWIWBRehYFCORojCRo7nFlNpjBOmfMh6ilUqi44iT6VhoWRrSQuTaWdcS+9sb+E32InbhfwLhcBi7vXWPzl133ZWWRSsOp9NJKNTJDEMp6LpCu/C/hbjCfICVdxEP48gGX1d1brW9zm1HZnj4pZqfJDJrJEI1DITNQLHp2OxRnPYoHkeYPMf+34hMRCD4CrLmJIymX5pEytJaSQAg9G6yS164MpdJIHZ8+m6k75G2iyk9wHEGMrIUWXc20vcXsh2c1qot4MVti1nTVIFi1ZOqc0oeXkiGbaQqz2iSX73yIeur9gFQlusx46RjgwuToRukhG6IhPoc1KO8u+c1/rn1Fir9K+jjORtFLUFHEM3GlMKoBv9jyJpp5oA++zHZH762Ful9EFlzXHbZU2QzBJ5C1pyA0fBjhPPszL9nZH4HIRgxqGUpm/5d24MXhdMkzI0/jg3y61yu4AMNhxA4hBZzhtSxKCZxVoWBKmRMfU4qz+Z/VbZJomUGMp3ZHKn1vmQi2G3OZ7suUaaLgmSFLuW5QxQWFlJZmaVxFlBZWUlhYSd7FlPQdeV2Yf/wdZ2hviVnqa/dXgeqs0h1EMymfhzZhIm0JNXxQ2hJjr8p0t0SsVjKeDq6eKyzmfHBwGbTcNiiuO0RPLYwBfbAN9SwBsEZyLozQbZNXqX3bqS2DSFUM4yjTShIqSObfkGbyiKA81xk811mnLOW2UinY8TUO20bT2yZhWoxUFSJsJjZMhIEhyQpiWfeMAd0mRkQgsEoP3r+HfY2++iZm5s2wBBpfkpDJGKdk8qzQDNUNENlb6iSGbt/xuJ991DkOpuoVNA79YQ0zPCC0Lv7dyq0zZ0orEP4I2TTz9v8zaX3fqQeT4nXBjFTe5llfY9D8M22mwt/Rra5u/8bsArFzM2dSqCFgUUxJ1WRJnmGhONkKoFuT32G1sQ50wt0YuBzHJ1hC/sZWrFfIRntDUzvwv8Mxo4dy+eff55RZW4JwzCYPXs2Y8aM2e/2ushzFw4tZPHHSC/fOUbZqeQzqWU7DNVoY31iJLn50Wa5bwLtbbpFKEGyi5dEOjpigwMVq47FqmG3arhsUXLtIfLtQYrt+2dp3TaM1nmhUyEDyMafImUYRHtuhgr4/2VmVGgPgX9D8D98XQlGSgPZ9CtUSxCrVUO16Ag1GfMslWRMaupgwTiBFpr5ua/Rxw9ffIcCpzOWqUPEFOik+kwsdEOXsclQMBAYiFiohspW72fsbH4lpjxLorKzpiHfNtrYP+lDNv02NtM2eZbB99vvYTgE4BAWrBgJe/WE+iwM1HjohpAIxUgozwmVOTUbT0qoRuo80Io4py3PRmFuq0y2ZLazpLczoRzfNUW7S3nuEGeddRYVFRU8+mjH+eMfffRRKisrOeecc/a7ve/YFdaF/2l0llh3dnsdEfGOiG8HgwYztRVXk9uMdZayxXzL9cnQgGyQ2r0rU8IM4qnphEWiWpKqc44tTK4tRLHNT4nNm10j3yS0DWZWj/ZCN7StSF8Whhzym7DrFRB4BqIrcVg07BYdi8VAVc0BXonsCKk22ynKs9CT+XeFDhsq9vHbdz6l0OFM5oJOjXuOJThIqM8INEMhaqiJGGhdCiJSxpTnDuKeD3ZE5iID7SjKRo0ZanKIMwELKo5U5VnRzbhnRTfNbxQDJeYIKERK6EYmxTmT+twGkc5IaDMsa6lUy5YpQDtCqxSkXepxF74err32Wvr27cttt93GPffcg9/fWszx+/384Q9/4LbbbqN///5ce20HKVHbQVequv9ltEy3djAgQ7q6/UHWKe7ADOkQSufabuvcGTKZ07mDui3T1SVS0h1EkIpMhG4QCz+w2jQcVo0cW4RcW4hCW4Aim49Sa+N/ZycDL9Je6q92B4J905BepPcRAByWKJqhoOkKmqogVMPM+Z1KaOIvNoZJmhUzJXSCPAsVZq/bhmHDTAQRHzQoZUrss5JIWafF0tYZMqk8GyjoiJjyDFGpYz+E8+ZL7320qU6H3vtW9+VAIT5o0CGi6cpzStyzIszQjaTibN7zJC1egkXK7ShFbRbE7mGJN/T0dYl6qR1sQsTuqykLU+y2s0LMZbALnUDam84BbOMQhsPh4K233uLkk0/mrrvu4sEHH2TixIn07NkTgKqqKpYtW0YgEKC4uJi33nor4wDDbHHIKc8O1/4drMO9fwnGnTmdr2e1W7HaO/9wcnmcCQekzsBTkLNfsWKpTk2daq8w+4wK8XR1Fqu6X+fS4bZjtXX+Hc9T4EZRO7i8M9zwC0pyM5/LDh4O3XrmtyrfUQiGqioUFWf4DdqIaY7D5bDidrWdgqst5LocWLO9vlK6gD1OW8IERbXo2Cw6LmsUtyVCnjVEodVPN2szPaz/zRjSdgb2fZuxrTJIfF9yrGHsFg2rRTeVZ1Umsm7EkUjVG1OV4zHPqepznFyLtEkQZ0kSYjHP5qcmVaLSJNG6VIhIC1FpwZCKma7uEFdlzTzJB3voydeHTQisQo+FbpjKs4LEElOdlXj4RouwjXjPRktlOTXXc3xZHDJ2q0ysy3TrzHRf7HToxX4QtG9IUGjXtKsL3wmMHTuW5cuXc9lllxGNRpk7dy6vvvoqr776KnPnziUSiXD55ZezbNkyRo8e/bXaOuSU54nTx3L9H69g1Zz1rP5iHau+WEdNRTsGCTFc9POzmHLuZFbNWcfqOetZPWc9TbUd2+3+/NkfUdK7mNVz17N6zjrWzt+Iv6n9gVHSkDy25AF8jX7WzNvAmrnrWfflZkL+9rMROHMcPLvpb+xYs4s189azZt4GNn61lUiofdWs78he/P6tX7BuwSbWzN/A2nkb2LJ8B1q0ffvs4y85mot/eQ5r528093P+Bnauq+gw7vf6By5n5NHDzHrzN7Jm3kb27mw/bZOuGTz02e1YrGqi3tovN9Nc174Ns2pReWrFg+zZUcPaLzexdsEmNizZTtAXO5dtKMBFpfk8u/JXbF5ezrpFW1i7cAubVsRs1ttRmEcfOYgfP3gpG5ftYP3S7axbWs7mVbsIh1JG42do89SLJnPaJZPZsGIn61ftYsOq3WxeV0UorMW6VNPLCwm6bvDTn59G/4HdWL+ugnXrK1m7vpKt22vQMqbQi59Lnef+dA2hcJTVm6tYvamS1VuqqKprhlQFW5L2gHQ7rLxz77Vsq6pl5bYqVmyvZOX2KprbuL7iD9uxPXvwp+mnsrR2N8sbdrDet4W66A5ybUHyrQGKrV5KLM30UJuAFHKuDjLNS2RDxu1/46jR4IVmxLwAbI1Ckw4WAb2tMMGOPD0Hprm+td4WlyVCSLcS1iyEVYOoYqCndq/HESfQ8bANBaSeMq+b5EboAqFKhBET7hLKczJlXVJ5VpLKc5xEoxKRSnYZNw5WrAsjXmiCr0JQpUHQgDwVhtqQJ7jg8lzI7bwAsV8QhSDrO1nJZg5q1Ld3WNIuFGwYWIVOsa0YqXSjWWtIxD0rguSgQcXMHS5j9xopQFEEU4b2YXtlPXvrvOnqc4oqLUVsNrYsJ8fOtKnD+GTmaqKx+55MEaiTx5+uOPce2I3xRw3m3ecy57BuaZQC5j6OnTKc4rJCPn1xfofnJA5njoOjzpyAvznIog+WZ12vpFcRx154BKvnbWDz0o5/g4MF8ZfsA93GdwFlZWW88MIL/Otf/2Lp0qVUV5tup927d2fixIm4XB1lZ8oOh4Q995y3F1DSvRhHjgOXx0n3viVp5TYv3cajtzzDhkXm6G5PQQ4/f/ZHOD0OnDnmlFOQQ2GP/LR6i95fxuM/eZY9201730Hj+3P13Zfg9JjtOD1O8oo95OQnByPpusGHT33GM795BW+9SfymnDeZ0647EVeuE5fHiSvXSX63POzOpDoYCoR55b4ZvP6nd4lGTFJ7wc/OZOLJ43DlOnHnuXDH6qWqzw17G3nyly/y2QtzEzeeWx6/nt5De5p18ly4cl3kl6Tbae5cX8FjtzzNitlrAbBYLdzxxs9i7bhw5bnIyXfhKUhXkVfMXstj//cMO9dXAFA2uJSbHr4Kd268LSeewhxcnvTsBp+9OI8nf/US9dWNAEw8eQzn/d9puGL13B4nucWetHMSjWi8+chMXr7/bUIBU607/bppHHPepMS5dOe5yCv2YLEm3/O8DX7+ffcbzHz6cwzDfFh8/+4LGTphAK7YeXTnOslroaxX7djHv377Oos+WpUgz7955kYKSjy481zkxCanO713Y82irfzrnrfZutZMg1PYI4+fPHgxnvg5zHOSk5veaxCJaMz/ZC3P/v0z9u1tAiEYMa4P37vxeLO8x4En14knN/08+nwhZn64mudfWoAvFEEKOHHaSE49aRSeHAc5OQ48bjs5bgdKygtAQ3OAF99fwiufLEczDKQiuPasyUwc3huPy06Oy47H5SCvRQ9MVV0Tf313AR8t35RQmu+65CTKinPJcdlxO2y4HTZKXOkD8nb6K3mz4hkC0a/oa6+lj7WR8cW/w0M9Ut8LejUohYi8eyD0AdL/AmhraQWlCJznQ+hj0HeayyxDQdtBu6EWSncQ9uSAwn83IX5fiwi1fzszFo+F3h0MbFR6JO2lY+nrCL7eOQVbKeaN0A/4T8VC6kJuGoMO/EE7kaAVGbSgBBXUoMASEFiCoAbBGpBYAxLhUBg9oheLd+xGtwl0OxhWMGxg2CSGFXS7RNoMsJppA612jaGFuUzp0YuvGpZiVesptvnp5RS4xR7z5cbSRInqb23TbZsCah8zHVz8fDrOgfDH7ceBOy8AbBBdCdomAETu3Uj/46C3kzLKdSVE10N0GeabQx4IKxi1bdfRQNytIZ4sb/e0y0IF+VgPOM5lxsFbRkB0adsVRG7s933ZnFcHgv0I0Ha1bWRiHYtw3wj6TqT/aVAHgKUfwtIfGXzftClvCaUQnJchXJci/U9AdJ2ZVk/tiVDLkL6/tnLJDBgatdbjcLq/TzfnUby861EaIyo2pQS3pQi7cHPHig8Jhy1oYQsypCIiCr1t+Vw0bCTnjx5JvsvJHa99Qp7dQaHLSYHLQbM3xFNvL0LRTHtuRZNYJUwa1ZdTjx/FlCMHs7e6if+8ugiPx4Enx5w2r6vko7eWI2JOgkKX5OU7Oe6U0Zxw1niGjO7NqoVbWfTZWtw5Dtwec5rz7nKWf7GBhE23IRk0uhfTzp/EsedOpKhHPl/MWEz5uorE89qV4+CVh96lYkvsfyglVruVw08axfEXHsnk08Zjd9p454lP8DUEcLhsOHMcOFx2/nzjk0TD0URoSH63PKaeP5njLjqSUUcPwzAMXn3wHVSLit1pw+6yU1dTxxW/uvCgs6aOc6A+f/zDt2LPvesXvz3ozsHBikNCed61sZLda/eYaqOUXPfA9wgFwix8dymfvzKfpR+vTBBSMElZ/d5GgluDBH0hgr4QRT0LOP8nZ9BY08zc179k9svzWb9wc9qbcCQUZd/uWgLeICFfiIA3yLBJgzn+kqOp3FrN7JfnMeuleVRu2ZO2fyFfiKpt1QSaA/ibgwS9QY67+GhGHzOcdV9uYtZLc5nzn4U016UPqPI1+Nm1oQJ/UwB/c4BAc5BLbz+X4rJCFs9cwWcvzmXR+8vMG0EK6qsbCAcj+Jv8+JsCRIIRfvjXa4mGosx9YyGfvTCXNfM2pB2bFtWoq6pn18ZKArH23LkurvnDpdRW1jPr5Xl89uJcytemO+5EghH27arF32Tun78pQP8xfTjjhpPYtaGSz16ax6yX57NvV/qDL+gLUbV1LwFvMHFsR5x+GJNOHc+Gr7bw2UvzmPPGV62UZ19jgF2bqvA3Bc26TQHO+eHJ9B7ak2Wz1jLr5fksnLnSVJBT0LCvma2rd+JvDpn76Q3yg/suQSgKC95bxmevLWT1/E20tMneV1HHnvIafE1BfE1BFFVw8wOXsK+yntlvLuGzN5dSuX1fLDZQJK6T6t31bF1XibcxgK85SGm/Yi696QQ2r6ngk7eX8cWHa/B5Q6YCHOMowUCE3eW1eL0hvN4gXl+IwyYN5ISTR7Fs6XY+/mgN87/cQljTTRUoZvXt9YfYsbOWZn8YXzCE1x/mrJPHMnxQDxYs38bMOev5cvUOooaRlkO4wRtg0659eINhmoNhfMEwPz73GHKcNmat3MK7i9azdOtuDASpp6W22Y83HMZrRGgywoQsGncdM42AFuGz6nXMqV1MZWg1pc5GyuwaKgYOYceiFoFlDELpAUoRIk7OnOchnOchIyuRgRch9CEJYqz2Q7iuQHh+joxuhvAngB3sx5ip5bQNZILI+THYT0A2XAt//RLlD0niIVXgRDdyjPkSJMqj8EUIURNF5NyI5OGM20QUIPLuR0aWgvQjnGcibIcj9X3I6FKTJLYF52WgbwXDb7oZOk7n5KiP2TXraQhHUeKXTxuit5AyFoYhOWbcAB78ydk8/u4Cnpi1OGP4TsJ2Pb5KwtC8Hvx46OncqpzF0vpVLG/4gnH5g1BppLzxiUTccytYBiNybkIov0dquyGywDQX8fwfsukuiMzJvM+WYeA4A6EWIY0AaGvMbTnPAf9zSP8/QLYcRGpBOM5E5P7OfMkKfYyMLDDPe9OvITwrc1t3uBHPrkoebw8VzsxBFqqIjRF432cq9fUGXFWFfPMwxPSXQdiRtacCGXrhHOeaTpbGPrAdBrYjEGp3pF5nEtyW5Nk2BeG+AWE/MnbONRT3deZ3vc5Uk8Mt1FPLMITrKnCeiRCx6zH3DrOO4Qe9yrR/F24gdg0rJeC8CJfzQvpZknmrL+97C1EjSn2kibqwj71BX/wWAcDRZX35wahJTOndDyWld+W+S6fT4AvS4AvS6A2yJZrsJRQCzpg2iusvOpqSFLGhZ1kB13z/WPNe1RzE1xxkhzUpDtjsFi6+6hgu+v4x2FJCFIeO7U1xjzz83lDs3h9EVZP18opyuPbXZ3PChZOxpGxv3DHD6Du0lIDXfF4HfCHUFMGkbFB3brjvUiacODotjG/iSWPx1nsJ+cKEAmFC/jCqRSEai+IaPWUYV9xxASOPGpqopygKE08eSygQJhwIEw5EaKjrbA9CF+JYsmQJd955J19++SXRaJTRo0dz6623ctFFF+3X9hoaGhg1ahRVVVVMnz6djz766Bve428Gh4TyfBxnY4kNcBkycSB9hpWx4O3Fya77LDD59MOQhmTZp6vRtezj5U668lh2b6xk4+LO5X09+0ensPjDFQlVOxu4PE6mXX4Mc19vTbTbQ68hPRk4rh8L313aYYhHKkYfMxyL3cqqz9eaCm6WmHLuJPbtqmXz8vKsysdjzU655nhWz9tA1dbq+IrMFVIUVavNwinXHMf8t5fQuC8WZtMyZVFaLlJzXXHPAsZMGcqXH6xID7mIt9lydHhs+aCxffDku1i1YItJTuJtpZDnBBMSyW2MPXowDfV+dm7dl7Y+QZ7j86pI+370ccPYuHEPNbVeUM3yUjHJrFRj6aXi84pAquaunjJtNPOXbaPRHzS3pZBIK5comzovINft4Jix/Zm1civBSDQlBlKkxTjHXQU1F2huycA+hQzsUcAXtRuxOnzku4KUOH30dDZRZm+gt7WeftZaelmC9LLEezIsiJybETk/Quq1oK2H6AaktgEiy5LKrnkCwToGYT8JHCebroGAlBEzS4b/X7SOcbUj8v8GW3Ng3BEI3bx+ZbGKfLknjI73HiggchCe5+D5Gcgpr0NxhvuG7QhE3kMItYe5HaPZJHah9yDyFW073qgIz68R7iuRWjnC0i/2kvBvfrK9juqwK6Y8O/EF7YSDVmSgtfJsCUgsAbAGDAyr4JTjRvKbq05k9ppt/PaNTxg7qCfzd+3CsMuYCi0x7Enl2RJzeSx2GUzvOYRTe05gTN7w2OWqsCfwFZtrbiVP7KKHqqcrz/HzZBkB9ikI+xTTkTEGGfoQ2fwHk2RmPAW9wToeYT8a4TwvWc+oR/r+DoFXaUVe1d7gOAXhOAVhTeZalYHXzAGBMiU0bkkQ5aykki3HOJFvlIInZf/nBxAXVyVyocuRw2Dp88jm/2vtBGgZgsi9C2E7POUYZyMjC03nQG0L6a8mNnDfgHCeAWpvRMzyW2rbYi945bE47BZQCsFxNsIyFKyDzRcL4UQG30M23w2yMfP5FHlgHUnUMoyQOhKLbRxuax9mVDzNe1XzaYo6aIo48YbtBCJWQiGrqTyHVQY4ihhf2JPx3UsZ16MHQ7sXc/Vjr7N2e3Uij7gSS4WYUJ51SaHLwZhBPRk1tCejhpXRu6yQ6699isY6HxgSoRtmTntdpinPLqeV4WN6Meqwfoya0A+n285Pzn0EPaLH08CYxxSrE1ee7U4LIyb0Z/SRgxl91BDq9jTwwPf/ZZ7XVEoSz3gUW2a3WxhxxGDGTB3O2KnDWfzRSl7547uZMyGlhCc5XHZGHjWEsceNZNzxI3n5vrdY+N6yxHpNRvnCmHHQqa4J5fnBb0l5/mXnlOfPP/+c6dOn43A4uOSSS/B4PLz55pvs3LmTP/3pT/zsZz/r9H5cfvnlvPPOO/j9/i7y/Nhjj/HQQw9RXV3N2LFj+fvf/86kSZM6rJeJPHfhG8bXif/MMpdmmwM1siDPiaIZCHLKyozrRCrZbdlmG+QZRSTrCZE1eZaqklzWCfIsY+VlTGnOhjy3JsfZkeeWbmPZkmfNbSBdOhaXRo47lCV5BqyHmWEA7XXHt4RlKKLwVYSS3I6MrDRJir6jZWHE7/oinvo4scR4qgecHqtrmwKKB+G6EpQSZP0lGfbFYqrY7h8klHIpg8i682Mkqh2IHET+Iwj7sWY9I4BsuB6iiwG4pepw9oU9+0WedZtg5NBS/nzTWext9tEtL4fbZnzIl1W72iXPHkcYjy1Mvj3I8SXDuWnQTxK7G9b2sbvuR+RoCzKQ5xS4rkTk/BSIgIyAjIJRj/T+MXFsmet937TOlo1gNCCNRjCaYmEdmXsQwIYofA5hm5hYIrWdyKbbEkq/+L+9iP8kxQQ58z7khPdAKUgxYlEQP+mPeC3lWnizDxzVYmCtbbIZciFyQDhikzNmqvJK28eWgAJqKaj9QO1r9pRkfX0rZryzZSCE59CRBWnAiLBT09iuFVIRHYBfDmZdc1275FmEFZSQghoBNSRw6iqFVgc19f52ybOiSZSoRGjmd7sQ2CwWAt5Qu+QZwwDdAMNA6AZWqwJSEg1p7ZLnRI7F2Her3UI0GIuvboc8x+fjZSxWFS2qd0iek4vMcoqqYOjJ9V3kufPkWdM0hg0bRkVFBYsWLWLcuHEANDU1MWnSJMrLy9m8eTN9+/bNeh/efPNNLrjgAh599FFuvvnmg5o8H/Cwjddee41bb72VJ554gsmTJ/PII48wffp0Nm3aRLdu3Q50813oQhf+W4hmP5AnAaMOWXc+Ulgwb08qCAuZTVA0mD07OVtQAGcdD/oSAETOj8A6BozGNogzYJ+KlCHw3oeUflPxzCbfs9oLkf9PsPQ3Qx2MKrMLXtm/DDaZsHrHHm564i2e/8nFOG1W7j3rJM545nm8Mjsr6YgR5q2Kv1NktVBgsZJnsVPgvhAZ8ILezotB4Hlk4PnO73DgaWTg6c7VEQ5k831IYTNj2IUNsJsENboBCMNXyd9D5lvhlNsQ+oUQ/hLpvcdc4b4OcekQSCHPfOWDo1rY70a+Qka+6vyxJWCY8dx6JbBgP+ruat/4pw1EDD97wruA9syAMtTTdPYF/W1FC7WJaFQnGs4Y5NN+vbji3Nl64fYHt7cFLbp/WVdSiXMX9g+zZ89m27ZtXHPNNQniDJCXl8evf/1rrr76ap577jnuuOOOrLZXU1PDTTfdxBVXXMHpp5/OzTfffID2/JvBASfPDz/8MNdffz3XXHMNAE888QQffPABzzzzDL/61a8OdPNd6EIXDiUYtUAnlOrqlIfnkCGI/DuQdeeAbUJCzZTCEVPBd7euH55tTp2GasZbGzV0pCB+HYzr35M6X4BehXn0KsjjF8dP5XezM8cFt8QG71pqw16KLT5KLM3mpPrpoeqgtGdn/i1CNpux0u1hb8pv3LsQjDqEZRBSKQLvg2AZgMj5P+i7Pq2a2HfIJ+XrQhcOWnzxxRcAnHzyya3WTZ8+HYA5czKPl8iEH/zgB6iqyl//+leamjoxOPu/hAOa5zkSibBs2TJOPPHEZIOKwoknnsjChQsPZNNd6EIX/heQonJJGUJYh4HrMoT7h+ayeAhA6J1vtl19Jxh7OZDEGeC1+as47YFnuemFd5i3tZxLxo/hqD69D2ibBzVkM0TM7BlCKQDnhWbsu74Lw/ev//LOdaELBwaCZLq6AzZ1cp+2bDF7rwYPHtxqXY8ePcjJyUmU6QgvvvgiM2bM4IknnqCgoKCTe/LfwQFVnmtra9F1ne7du6ct7969Oxs3bmxVPhwOEw4nzQ6amzvOw9yFLnThfxilFtgeC2PYvAaj/mZE3p2g5GN4Hwb/03xr7oIHCIaUfLFxO7O3badPaR5TB/dn4d7dh7LJdufQXYWdsW79yjCy6afI8FxE3t2I3NuRDTeZmTG2pmfukd2+pXzPXejCdwgteZfdbs/oxBdXh/Py8jJuJzc3NysFuaqqiltuuYVLL72Us88+ez/2uDUefPBBrrnmmgMaGnxQOQzef//95OXlJabevf+HFZYudKELHWNKMvxANBqIT0RsoJBAWA8zY2e/I7BZVMb1LKVnbu7/VjjC5JTfuMGABTrCdhhCOECGwTbJzCn+rq/Nel3owiGNuJvNgZ6A3r17p/Gw+++//4Ae2nXXXYfVauVvf/vbN7bN22+/nd69e3PBBRfw8ccfd1xhP3BAyXNxcTGqqrJ3b3q6tr1799KjR49W5W+//XaampoS0+7dGWIUu9CFLnQhBnltnpmBJAbx0zeQX/4AQu8iHMchimeamSM0B7zUBLX7NzDpv4nSfA8/Pflo5vz0Ou455SReXrUK4+DNMPqNQ34vfeS/uD8HoZ9urmu8GWEZiVj3B3g3md5ODrHBEQc2O0EXuvBdxO7du9N42O23356xXFxxbktdjmcKaQ/PPfccH374IY899hjFxcVfb8dT8NRTT3HYYYcxY8YMTjvtNPr168c999xDRUXFN9bGASXPNpuNCRMmMGtWcoCLYRjMmjWLI488slV5u91Obm5u2tSFLnShC21ixBC469bkfHU14oS34fwfIH//e8QfHoSbZiMmbEO5rQaC3xDptE4E+ylgHWuaWnQ6YjA7/OCUI/jo9mu54dhJFLpd/HnOfMobGg9IWwctDncir0g+C8SyNTB8OPIn18FDM+HSc+Hk0xCxDArSZkX+eXTGlJdd6MIhCfktTdCKg2UK2YBkrHOmuObq6mp8Pl/GeOhUrFixAoALL7wQIURi6t/fzPX/8ccfI4RIy+aRDa699loWLlzI2rVrueWWW/D7/dx5553079+fM888k3fffRfD+HqBbwc828att97KVVddxcSJE5k0aRKPPPIIfr8/kX2jC13oQhcSsIwC6zBANSdhNT/13RD+tHV5ox5+cQnk9kX+4heIcBihAR/WwId3AR3QWvtJCOeFsRR1yUlGFpmGGW0hugaR94BpnAFIGQF9D9L3MIRm7tehZ8KK7ZVENB2nTWHpzkqeX7oi67v2lOLjGObpQ57FjsfiwKW6UAkRbPpt+6nq1AFmekAZy/NMNPY9DLRnTCWgswElSjE4Tk+kqBPCCsKONJrA/2yiPXlfCVgF4pmYylVZifjr061/26Ii+PfPYOKLHTQsADsIp5nrGcDY026NLnShC0kce+yx3H///XzyySdccsklaevioRLHHntsu9s48sgj8fl8rZb7fD5ee+01evXqxfTp0+nTp89+7eOIESP4y1/+wh//+EdmzJjBU089xcyZM5k5cyY9evTgmmuu4dprr2XAgAGd3vYBJ88XX3wxNTU13HHHHVRXVzNu3Dg++uijVoMIu9CFLnzH4DwPDK9pkKFn2V0mAwjPb9JNUvzPIzMZWChFiIJnQHgwrtiAOO0ujH8+hJgbgG1RaDLApkCfHnDcqchTN0GvqvRthD9FoplEWDFzAksZhPDcDnY0jGy6FfQdiJwfI4QNqZSA0s004JCtHwidxUXHjuXnFx3Pu8vWM6J3d25/5+OswzVUoSIQTCw8KbGsPriYXfU/pJiq9lPVWfqiFKRnrpDR9cjm30F0ddv13D9CuK8EozE5yQak/8W209HJoOkymGqSEvoEfP8kjahbBPLBKXDzb+Hx22DuUqjSIKRDngpDbXDaBXDtCdD9TIR2GrLx5hZOlpgmKbn3JFws4zAaboBwB+RZ5IKln2mOovZFqL2Qvj9laZJiN81RLENA7Q7+J8k2U4tNKaSv+3ByHYXMrVnfcYUYHFYLo3t0IxLS2VCevdOtxaIwdHAP6mp81FRnnzLMYlUZNKInOzbuIewPd1whpd6AUb3ZvKylCVL7sNqt9OhXwu5NVR0XToHDZSe32MO+XZ1IifnfRooyfEDb6AROOOEEBgwYwMsvv8wtt9ySZpJy3333YbPZuPLKKxPl9+zZQ1NTE6WlpYlwjosvvpiLL7641bbLy8t57bXXGDlyJE899dR+H1IcVqs10dbChQu58MILqaqq4r777uOBBx7g5JNP5s4772Ty5MkdbyyGA06eAW6++eZvLOH1qCnDOP7SKcx+eT7rv9xEtgaJJ115LGWDS5n98nx2bcg+7uWy35xHyB/mi1cXUF/dmHW9Hz/6fdYv3MyCt5cQ8mdnI+7yOPnBX65m7n++ZPmsNVkncu83sjenXX8in70wh83Ltme9j0ecMYFBhw3gsxfnUr2jDevdDDj7h9MRisIX/1lIY032GVGuvfcSdm2oZMHbS7K2VrfaLPzo4StZ9OFKln6SvbV6SVkBF//0dGa9tpCNy7O/KY86YhBjjhzMrNe/Yl9VY9b1jjt9LA63nbkfriEQzD67wwWXTGbv3ia+/HILWpbXshDwoyuPY/Gachav2Zl11oVcl4Obzj6KmYs3sLo8e5VtVEl3zhk5jPcqV1MeKe+gtM0kB0p3hHUMwnU5ANLwgrYRoutNA45Uowi1zFSAHSeDdQLxu7jUq5BNv4JIhrSWahmi4N8gI8j6S8HYi8xxwM8KkT9rYYyBgsg/H2GbhKy7DPRt6avDnyNrz4S8PyHsR4IMoRS9YtovB9+D0HttGFtIpO9vSG0HIu9+iCxA5NwMOf8HwRmU2FeyL+zv4HxlODRV4RdXTOOcY0fz57fn8vzCFfTskccubxNk7kFNYHhuL87uPY5p3cbjsjhojtbhsRSwruHfVDf9mWK12RT1WzU6EOxHI2xTzAF48SM0/EjfIxB4gdYW6YDaB6zjENbxYDvMTB+nmKmmZGQxsvlvoK1NryNywD4N4TgF7FNT2vIhvX+A4Jut2xE5iPxHwbMLeU8NkGEwuVgDohzqnkXkP44oegvZ+GOILk2WiXxl5gF33wzuq02lGxB5D0B4Ucyie6GZijCBmD13zo3mIMX4/mo7wXEGaDtM90u9Mv0cKYWInJ+AbbJJtoV54mXoc6R9S9JspeWLljoIHKfgsAxniHUUIy09Afi0+k36uvzsDgTxRlrH7g/IK2RCYRnji3qa1twlJVhUhVueeYeGAg9NTUEiWmuDnXyPk9GDShk7uIxRw3oybEgpoVCUn9z8Ajk5DvzezKZBDqeN4WN6MXJ8H0Yd1o9h4/qwa0s1d1zzJHpEQ8uwjwBWu4Vh4/vGrLkHM3ziAObMWMzODZWEA23fO602C0MP68fYY0cwZupwRkwexJO/foXKrdUYRtvPBavNwrBJgxh3/EjGHjeSYZMG8fMT7zm0yPNBCIvFwlNPPcX06dOZOnVqRnvufv36JcrffvvtPPfcczz77LNcffXV3+q+Sin58MMPefLJJ5k5cybRaJS+fftyxRVXsHz5cj788EM++eQTnnnmmTTC3x6+FXvu/UU84HzxrOVYpIWgL0Q4GOH4S44GYO/OGj5/dQGzX57HjjXJh1tOvpuH59xN0BcyJ28Qq93K5NMPA2Drih3MfmU+X7y6gJqKukS94UcM4f8ev56gL0TAGyToDVJcVsjIo4eh6wYrZ69l9svzmD/jKwIpN5TpVx/HWT86laA3SKA5SMAbZMDYvvQf1YegP8SCtxYz66V5LP9sdRohvva+yxg/bTSB5gCB5iD+pgATp4+lqGchdXsa+PzVBXz2why2rSxPOy93vnEbhaUF+JsCZl1vkBO+NxWb3crO9RV89uIcZr00n5rdyZuDEIJ/LP8jQW8oUU9KmHbZFADWzt/IZy/NZc5/FuJrTD7w+wwr49cv/R/+5gD+2D7mFXs4fPo4dE1nycer+OzFeSx8bymRUPLGfPTZh3P5b87DH9s/f1OAPsPKGDpxICF/iC/fXcpnLy9g+ay1aefkop+dwTHnTzbPR+y8jDlmGD36daOxppk5byxi1msL2bQ05SVBCG59/Fp6D+0Zq2dOx543CXeuk4qt1cx6bSGz/7OIvRUNZp1YPOSf3rsNAF9TEF9TkEg4ymlXmOdk1Zeb+eyNJcz/YCWhYDRhvV1Q4uGeZ2/A2xzE1xjA2xzEmePguNPHEgpG+PKzdXzy9nJWLSk3iW3MQnvMxP5c/9Pp+LxBmptDeL1BynoXcdjh/WlqDDBr9jo+/ngNm7ftS7PnPvP08Zx+8mi8vhDeQBivP8ToYWUM7FtCTb2Xj+Zv4IN569hRVZ9mz/2TS49l9KBSs04wjDcQZtphgyjKdbNzbwPvfbWeD5asp6rBl2bd/diN5+Bx2fFpEbxaBJ8R4bxhI1AVhW3efXxWvYxljQuwKOX0tDfSy1bHALvGUb0+wqIWJX4WKUMJsiGNZgi+iQy8lE5MbMegFD6D1OtMFTj0iWl6YR2BbL6nTQVX5N4NluHIhutAZqOO2RAF/wJ9J7L5zjbKKOC+3gwFia5GOM4E5xkItQyj/srMJD4O6ziQUdC3g+NchPtKpNqfG5f+hs3NUZpDdvxBO5GgFRlMt+dWQ8SsuSXWgOSYIwfxu+un88unPmD+9l3oNmKW3KYttx77lDbTnlux61hsOlcMGcsdY89ii3c3X9YuYF3zXE7ufhTeyFqC4dn0sDRRovopUY00e27h+TXCfQ1Sr4XIAmR4AcJ5thm+0nxPm+EMouBphH0q0giYinR0JTjPARk0rbzDn2WoZUF0W2iGSoTnIkMfmuc67yFk08/bdt+zn4zw/Mq0TZcNbf8OCTgQefeCdRyydjqQgchZBiFy7wJABmeaL062yQilAOl/Fum9L728UohwXQWu7yGUXKS2A7CYL3JCQcoIsumXEHo/dcfBeRbCdTXCOsRsy6gHkZck00az6YCZagdvOxLDeQmq42SEaK1x6dKgPuxj2scPEwyraGELPS0FXDhwNBcNG01ZG+OFguEoK7dUcsufZiB0iarD1LEDOP24URw1YQAWS+s3K8OQ+LwhPnl/Jf96+GOEYWCzqZx90WROPucw+gzMnA4sHIrgbw7x3B8/4JNXvgQpyS10871bT2PaBea9udVx6QYhX4iAL8QfrniMjUvMF92ygd244b5LmXTKWBSl9VCtSChC0Bcm5A/zg8Nvx98UAGkwesowfviXqxg4tl/rtjSdUCBMOBBhy5ptHHHyxIPWnrvfvfeiOA6wPXcoRPlvftPpc7B48WLuvPNOvvzyS6LRKKNHj+bWW29tpSjHHQezIc/l5eX079//a9tz79q1i6effppnn32WyspKFEXh9NNP58Ybb+SUU05BCJMHrF+/njPOOANFUdi6dWtW2z4kyPO/fv0cBcWFOHMc5BbmcMz5RyTK1FTUseqLdbz7+MdsWLQZAGeOg7N+dAoujxNnjgNHjoPS/t0Yd/yoRL2KzVWs/GIdrz/0LlXbzK69Hv27Me3SKTg9TlweB84cJwPH9WPAmKQ3+441u1jy8UpefeAtvPXmg3345MFMOHksrlwnTo8Tt8fJyCnD6NbbHD1qGAbbVpYz5/WFzPjL+0Rjb+RHnjWRIRMG4sp14sp14s51cdhJY3DnugDQohpblm3nvSc+4bMX5iZU9tOuP5HufUtw57lw57pw57s48sxkt2ckFGH9ws28fO+brJhtqj6qReXC287EnedOtFXSq4gxx45I1PM3BVjx+Vr+/btX2bneVOeLSguYfvVxuPJcifb6DCtj4Lh+iXp1exr46oPlPHfX6wl1fuDYvhx55gRcuWY9V66ToRMGUDogGa6ze3MVc9/4itceeo9QwOzmm3DiaEYcNQR3rtOsm+tk7NTh5BZ5kudy9S4+em4OM5/+HMOQIAQnXnoUvQaXJtpy5zo5/KTRWKzmg0fXdDav3Mlrf/mQRR+tSpDnC348ndwCNzn5bjx5LvK75TL6iEGJfdQ1nbWLt/P0fe+yZU0FKIKcPBdnXHE0nnwXnnw3OXlOevQupP/Q0rR6X87ewL/+/BH79jaBotCrfwnHTR+FJ89JTq4TT56Tvv1L6FGan6gXCkX5YOYqnn1hHr5gBKkIxozqxYTD+uHJceDOsePJcTBicCkFea7k/6DBx6sfLuOVT5ajGQZSEUw7fDCD+5bgcTnwuOx4XHYmDuuN02ZN1NtaVcuTHy/mo+WbEuT54mPGUpLnxuWx4XLbyHM7OGHAwOR1ooVZ37ydD/e8R1N0KaW2JnpaG5lYcDyDlL2meYheDdaxCM8vkYEXIfRuZttr4QLLSIguI9GNLfJBNrYumwZbLC430EG51LacsRjejnovbCRzQwvTnTC6hs7lixbcVXsFS+traAg58YbshII2oiELhFSTPIcElmCMPAdBDUqsQYlhEeQXu9gXCsYIMwnCbNjAsEqTPFsl2AwUm47VplHqsdLHY6NO20m+LUihzU93m58iSxMlFq/pMKgE6KFCgZq8dlAHmjHH2kYSfbeW0R07/1kPM39TbXPsnKrgvBiCrwPtWIhbJ5htyfhLuiNWvqPfxUH7MdcZoBR3HFZhnQTRxbEZAZbh5nWit/EQFTnguhQhcpC+vwA2sPQFtT9o62IKdAbYjkK4rkKGP4fgG7EemjJQe5ovGi1eFBv0AFWyJ8J5LX1yL+DJ7X9lZyCESnccShF2cvnPjrWEQ1b0iIoMqYiwgjWiMKVnHy4aPZqjBvTh8r++gkNYKHQ5KHQ60SIGc5ZsRdEkQgdFkyiapMDl4KRjhnPqiaOxWVR+f8eb5OY48LjteDwO9lU1snpJOcIwQJcIKcEwGDy8lBPOHM/xZ4xjw4qdvPrYp7jdDlweO+4cB5uW76B8gxlaIaUEQ2K1KUw+aTTHnz+Jw08cxfvPfMGimStw5ThwuB24PA4WvreM+r2xF+PYs6+wey7HnjeZ4y46gmGHD+IfP3+Bis17cDjtOHIcONx2Zj412+yhlElRZtC4fhx38VEce8ERlPQu4t7L/kY0HMXhsmN32fH5vdz1ys+7yPN+kOeDEW+88QZPPfUUn332GYZhUFZWxnXXXcd1111HWVlZxjp33nkn9913H9FoO/euFBwS5Pk4zsYS61477uKjmHz6BFbPWceqL9YniG9HuOzX51HSp5jVX6xj9Zz11O3JRr2AW5+6iaA3yOo561kzbwPNdd4O6zhzHPz65Z9Qvm43a+auZ+2CTQSaO37I9x7ak5v//n3WfbmJNXPXs2HRlgSpbA9HnjmRM248idXzNrB23gY2L92WIOjt4YKfncmwSYNZM28Da+dvYMeaXSYZ7QC3PHYdVruVtfM3smb+Rqq2tR1PJ2Ik1Wq38puXb2FveQ1rF2xkzfxNNNa0cS5TRskX9SzgF0/eyKZlO1izYCPrF20h4Es5J6LFkKGYKjHqqCF875dnsW7RFtYu2sKGpdsJB7VW20/Uj6lwp119DEdOH8P6pTtYv2Q7m1btJhxX1GPKc7KO+V0qgpt+ezbdexWwfsUu1q/axZb1VYTDGlIVyXJCJFRoqQgUq8JdD1xEMBhl3bpK1q+vYOuOGjRDmgqyYpaTAlBMNVkqkJvn4r5fnMX2ijpWb6pk1ZYq9tQ2I5VYuk5FxNTnWOrOGCke0ruEX156PCu3VbFyexUrd1TRFAiZ+5VSzlS9QXOC5pScPGYQZ44azpLaXSxrKKc8vJscR4BCR4Aiu5/u9uYYgW7g/JyUMB6Rl6Uq/N3EeVtPoinipDnkIBC2Eg5b0YMWCCuoQQUlHCPPYWIEWqKGwLDECbNIEmdrjDxb46qzRFoNRIw822waTnsEjz1Crj1Ekd1PodVPkdVPsdVLN0szPdQmStQgxapK3sFiz31IYz8GSELsJS5zKEQq9ul+yjUb2yPd2BHuQZPei10Bjeaog+awA3/ESjBsIxKxoIcsEFFQQuZ1pYZBCQuKLU6UKDQ1BxGaRNGIEWZQdHPeJNESJWqSaKFJBvcrZnd5HdFQFGGY65HSJM1x8mwYoBvmcsPAImDkhH6sXrgVjFj52DqkTIZYGtIktjEinZPrYMCo3qyeZxqnJculBKS1WCalpOeA7uQW57Bx8TZzmy0hMwS0SRh+xGB8jX52bUi+5GgyyhfGjIOOOCbI8x++JfL82+8GeVYUBUVRmD59Oj/4wQ84/fTTM/ZYpOKVV17hX//6F59//nlWbRxy5LkL3zBaks9O1e0406FoL11UW/Vb1BFtEOTYyjbXJeop6QQ5OZ9KopXEciFSCLKiJMhvom4G8pwoEyfYipJGljOR5zg5Ts7HCbJJmOPEOzUUQyqtyXFH86mkOI0gJz4zkGfFJM+6U6I7QHcaSIeB4tSwO6K4HRFyHSEK7CaBLrH5KLU18qP8rtzscZyy8XS8ETu+kJ1wxEI0bMEIWRBhk+AoYYEaipHnMKghiSVGnuPE2bCBHg/ZsKaSZzNkQ9gMVIuBzR7FZY+S6wiRZwtSEFOei60+ulubTNVZ9VKihOmu2nAptv/26elCB6jQfGzXciiPFLMj3I2qcB4NERfNEQe+iB1/2EYoYiUStmCEVQgrKOE4eU5eV0IjhSSTQqBNsqzooERjBFqTKFEDoUlEjAAnyLNhZCDRRoIciziRjpHijOQ5TnJTyHOC5MbWtSLPqRQlhTynIQvyLNsRhrrI83eLPP/ud7/j+uuv3+8sHdngoHIY7MK3jK9DnA8UvqHcrK0Id7uF9+Nv0Nb2U8l1B3Vl4pO0+fbrxstms5OdL5vWlARhCIQBQhegC6SmoEVVQlELgagVb8RBU9RJfdTNnkj+/jX0tWE3Ve62oHY+DdF+Q+SaGTeAQNRGKGpB0xV0TUXqihmZkjpyPvWlRhEYqkmepWpOhgooYLHEXqIUaU6x3gghJEIxUBSJqhgoQqIIiUXRsQpzUjBQkdgwsApQD8b/fWeg9gXaElO+GyKLLg3CEqJSJSotRKWKZqgYUqBLBV0KDCkwDJG4noQ0vwvM/278Gkv9nlwmzeW0XpeGjMu+pt6WSRHuQvv4FvM8fxdw0kkndVhm9+7dzJ3bUValttFFnrvw3UEH3TJfe3sdEfuOSImSRZkWbXVIrFsQ8FbkuuVnB2j1oDXMSeggNIGMKuiaQjSqEgjb8EVtNIad1Edc1ERy2t7wAYTw/AqUtpUSc33LDBwHamcciNx7AAhpFqK6iqapGIZA6jFp3xCkvtHIeC+BGp9E4jsCfnj8ZOwOq9kzESPTJoGWiETHiEQIiSoMLIqBGiPRijCwCR2r0FCExKx+KN/2hZnZpK0L2nU5KK3daw81hKVGRCoJ4mxOCpqhohkKuqFgSGGKu0b8mor9f+MvaJBOimTK/zuVWJNSJpM6m2GZaEGgRUJRzpKBZaMcfx10EfT/aRx//PH8+9//brfM888/z/HHH7/fbRzKd9Eu/C+iswS5k0p25xTr9PCN9sp1RH7j/8Ss1Of9RXubbqk8yLjyHCPOMeUZXWBEVbSohUjUQiBswxux0xByURd2H7h9bwv2kxHu74HRTko4JR+R+/uOt6V+E118EuGYBo6zCEctRKMWdF1BaopJcIzYeW2hPJvhOGBYRJrqfNrYoVx9xGF4o2GkIhMTikQoJmFWFIkqZJIwI7GIFOVZGDjVYqwYWIXAKjLlqjtE4LoCYTuctmWyKKLgnyBcbaw/NBBFJ4pCJKY8a0aMOEsFKQUypjpLIx6rRYoCnfxMTkmluSVhjhPhtOUtya2UrdNSZyoD2RPhzhLmr+kI14X/HWQTjWwYRuee9y3QRZ67sH/Yn1CHb7L+t9Veyz9Xi3m5v2p0NqQ+Qc7jbZE+35Ha/HURfwgbIhkrGRUQFegRhWjEQihixRey0xyx0xD+hgmL0sNMAdfm+p6IvFg6sXZNSQwzp7Dj9Pbbs09D5D4AIr+TO5qKGBHJ/R25Sh5aVMXQFFN11gUi3s1Okqy0Vp7NaVzfUu4792Sqmr2J9cTi31FIIc+G+SkkFsXAouimyiwMXIqLw0t+Tg/3CSbB3q+L41sM8xBuc8oEtQ/Cc1v79fVKhHUEIu8RDuXHW1QaRKVCSFoJxcM2pBIj0Qq6YRLoBM+N9WiIVAU6U5d8tgQac8MtFeb9VpazxH4NwfqmVeuDEOkvQgdu+l/Cli1bEmYt+4NvxSSlC104aJBpsGBLfAPqb2JwYMZ1bbS3H/HM7e9DduWElK0U74R6ZaSoz5ow30EUBUk8sZgFwzDjLzX9G1I01d4I9w1gPxFZ1xbhtSDy/4JQ8pAySvtp5EzFSuTeiYx81XbqsuDrUDIX4Tge2Xw/hN7e70MQSj53jTuD67+YYarOukiGwKR0q8tYp0WCPBum4lxanMujl5+F3WKhqrk5pjhjqs5qTHVOEGhQ4zHPxFRoDMbnH8sJPa5FFbCi4vcUKbJzqrPSE+G6EKnXQPDlzp2A+ItPOMscrWovhOsKUAcgG2/IUEAg8u5DiHiWkDae9DEnS+E4Hjy/QXrvyVzOdbWZYi+yiGyd/r5NhKSMkWYLUcOCJmPhGrF4Z91QYspzi5CNDAo0pKvRbYZstIF2SVV7ZDcbItwVXtGFbwjXXntt2vzbb79NeXl5q3K6rifinU899dT9bq+LPHfhgKHdTBvfSAPfwPazUaQ7UJ87LN/Wumx2v5W6/PWIdjblhYyRurgioZu/pVAkSlSYVEPGCLQU5sB5Q6DrCpujfoZY9zN8Qx2IyLkRHGcihAWj+femYUkmOM81c/gCHed6jo/aDyNcV5uWypkg/RB4xXSSy38IGT7XNFTRyztxEEnC0Mudz1El/Vmwe5epOqcqzym8QiomoY4TaItN5RenTSXHbmbEqPB6TdVZlcl455SQjXTlWaePswdX9/8eA3PMHO6b6v+Gih+ryCbe2WIq8K6LwHYMaOuh7qLsDl3pBo5TEI7TwDoKWX9Zx3Vsk0zjEfsJgIasPYuMbM5+EoiCjrenp1g1O06GyFcQ/qR1ufAXiKK3zB6L4DvI0NugtWeOYMW8jrJzOP060KVBVJIe72yoSQKdiHdOD9doRZpbkOU0lTkTgU6oz7I1YU7LeNHOupbY31CLrhCNdEjR+Zv9/rRxCCM1xlkIwcqVK1m5cmXGskIIDj/8cP7yl7/sd3td5Pl/FYf6iPtvGh0R/ZbrO4phblW/nXV8fVLcFrnuELJF2dT5lspzLGRAIYVAS4mhCwyLga4rLAr2ZYh1P2xvhQeRcwPCea7ZdHQDBF5pu3zwdbAdhTT2gt52nnEAIiuReiVYhrRNnGOQgefBfQ1C2EA46HzXv2nZHbBfyptb1rFg1y6zO10XyZhnQyRPuZAk0hHKWJo6dO6e+Tmzhw5gzvYdVHqbkqpzarxzjDQLQFUMLMLMtmFXrXgs5gDKqOFnd/PLFAqJAu0rzyIHkf9XRMwyW8oQsvE22jU8ARAuRN6DZvx57GXUaLrDdB1sD/aTEXn3IGKDOQ3vX0yHxkwIfwLWkUgERBbQplwqA8joesBqOh5mIs4Aejmy+U6U/D9Dzo2InBuRwXeRTbeTuRdDmgNBraNB24rUtpmOgNrWmGNmG3n1RWHs5S57c5ew1AhJM9450iJkQzeSMc8yRXlOzbSBFC0UZtmGEh0jy6k8VbbxPb6dxLpO9PF/w9lwD+Lsul34L2LHjh2AeX0MGDCAn/zkJ/zf//1fq3KqqlJQUIDb/fXG6HSR5y4cPMhAYLMO6D/QmTY6Qjy/cwZkGgTYMk1de/g6xDqR3zmrwqQTZ2k+9+LkWRHCJMsSlLjirAukRSJ1gaEpLPf348rc/SDPSFBKkUYAobiQzXfRrson3OA4Adl0Zws75Axb9v0JrJNQil5CKj3AaMdYydgHwXeRSgHYjwfriLYJXcb69Ujf31kVGsGJvYby1LLlsWwlIvmZykFSwjYSoRwqXDJ5DHX+ADe8/Q65Hnua6iwSgwVJS1EnhMQiDIbkDKDY3pPd/hV4I2tRZANWxcAmBEp7F4OMpL2ISO+DoG/r+JhlCLQdCIf5n5HBGRBs58UntR6mui6j68D/dPvl7SdAeBbS9+f2N9twPdiOMOPhfX8Goy5zwdC7yMARCNeFZj1tG22/KGjI5t8gPL9FuK9M/k2C7yObfkWb5NnSB5H/15jTYTPIZjC8SP+/2iT2UWEjN+dSyoxC3HoOZbobb9SFX3Pw9u4V+MKRRKhUYrBgSjiQXVHJddnIzbGRq9pxKiqrN5uKfJsp7OLzMVhtKk67FW99i4G4aQp0ZjItYveJ9GrtqdNdZLhDtPitDlgbhzD69u2b+P7ss88ybty4tGXfNLrIcxe6kC3aGiz4DcVPJ0iykiWxbiNN3TeGGHEmRvDQzMYUCdKQpvKlgNSIpVeTrGssZVuxj4FWDyLvL6CWmXGo+i6kvhv03RDdDLIh2Y5ShCh4GpR8ZN154LoQosvb3zf7ieaOhT+lQ2UUILoMaTSA4wQIvNT+YfufAH2vqYTnPYjU96XYN2eHj6u3cseIaeRbnDQFQuZ5jOXMbhW2IUxVX2IektWmctmEMTy5eBlRoVMTCphW3IpMDBRUUkI21Fi2DYticGTRYVzQ+wpmVv2L+uBsCtQmPMKMhVYAtU1jolJEwaOg9sJouhPhOAECL3Z8oEopIv9PYB2NDLwJ1hHmC01HcF2B8PwGAq8giSCDb9MmAQUzJto6FKP5dx1v29gHoQ/B8wuE6zKk7+9tFpXee8A2HkIzETk/BNsEZOPPQWYKF5JI7z1IowHFE1O07FNN1dr/HBndNKMrkbVnI/IeQjiOA4qRMmhaciuFGcOSwoafxtBSehY+zGjHmMTyNY07mLFrVSLemZj6HCfQ/fMLuPeEkziib++07T367gJWb6pqkzRPGt+P008YTWGei8ICN4X5blxuO7+57RWWfrk1o3KsKIJJU4dT2ruQbqV5dO+ZT0lpPrkFbn575T+p2JqhN8iQKKpC916F9OxXYk4DSujZrxs2h5W7v/cYAW/bzouKqlDavxt9hvWkz9Ce9B7WE39TgMd/+nybdeJw5TrpN7I3/Uf1of+o3mxdWc6HT8/usF4XDk1cddVVB7yNQ4489xlWxvAjhzD75flEw9l5kAOMnzYKq8PGkg9XdKrbZ+qFR1KxqYrtq3d2aj+nX3M8i2euoGFvY9Z1FFVh+tXHMeul+URC7Q2ASkdRaQFDJw1i4btLO3VsA8f1w2a3suGrLVnXATjsxNHs211PxeY9nao39YIjWDNvAw17Mzxk2sFJ3zuGuTMWE87CqhxM5cOZ42D0lKEs/mR1dnHNsXrdygpQrRb27K7PjvjGyvTsW0TtvmYikZha2l6YRgrp7tW7kIqqhszlUtAy08bQ/t3ZuHNf5rJtkGmLojBhWG8WbWh9LacNGox1/8ZV57KCXMb2L+WjdVuIakZScVbNUAKpmgMJexXkM8hWxg7LGAbk5iCswxCWgcA4c7t6FdL3T4isSDas9kIUPAsygqy7GIy9puLZAYTzLAjNov0sG6nQIfw5wn4isgPybHbDg/T9DaGWIQoeR9ZdAnp7MbFJvOnL5YPyffxyqM7xvfrzzvqNify7Zrc6SfIiYuEYhnkOpYAzxg7FabXy6ro1rWKdhWokBgoqsXzO8XjnsfkD+eGg7/PZ3rdZ2fA+xVYvOaIZVTWwCaPtkA3bZET+30CvRNaeC8YeZFvhDqlwnGaGMui7kbXnmKqqcNF+iIJqkmbXZUjvvRB4gazsqu3TkHodRFd1vF8ARJGBFxCua8D3T9ocUCqDyIYfmb0LoU8Q+X9DFL+DbLwVoksy1/E/iiEbEdYJyOgahPs6s53Ai0j/s62Jt2xENt6AdF+HyLkVomsQOTeB55cQnosMvgXh2Yl9jEhJY3QHa3ffQHHONUztdhV21cEgTxkfHv9b1jZUMrtqK7N2bWdV9b5Eto3y+kaufOl1zh42nJ+feAzdcs286zefdTRnTBrOys2VrNhYwar1FVTvbY71LkkWLy8nEtS46eqp9OldlNjtn/7ydDZv2MOWDVVsXlfJlnWVeBv8CCkxpGTH5momHzeMk86dgMVqXltBf5ibfn8eOzftoXxjFeUbqti5sYpQ7N5ttakcfsIoLvjRyXTrlcy9vqe8hh/cfwm7t+yhYks1FVv2ULVtH3rUfKHq1ruIG+67hGPOnZR2alfP28DVd13Inh37ElNtRX2C7w+dOJAfPXI1wyYNSqv34TOf43DbqdlVy77ddVSWV0Hm2+lBgW8jG8ahnG0jbnYyadIkHA5Hp8xPpk6dul9tHhL23JtWbsFfF6K6fB91lfVc+uvzaK5t5t1/fMz7//iExprmtHq5RR5e3vUEe8v3Ub1jH9Xl+zAMyTk3n8qujZXMeOR9PnthLuFg+g11/LRR3Pnmz9mzfS97tu+lavteuvUq4vhLp7Ds09W88fB7LP14Zav9PP+nZ3DxL86mams1Vdv2UrW9mjFTRzLy6KHMenEur//pXXZvqmpV77anf8i4aaOo3LKHyq3VVG7Zw+k3nEROgZu3/z6Tdx/7GF9j6/y1j351P65cFxWbqxJ1b/zTlewtr+G1P77N7Jfno2vpXd6qReXNmmeoLt9H5eY9VGzZQ6A5yHUPXM6qL9bx6oNvs/ST1g+mgWP78ufPf0/F5ioqtuyhcks1uUU5nPXD6cx/awmvPfQOm5e27tY+6Yqp3PDg5eZxbTVvhsMOH8jEk8fyyfNzeeORmVRta6FOKIIbHriMY8+fnLiBVm7dy7RLjqR7nxLe+ednvPvPT5NdiSnk9N63b6N7n2J2b6pi95Zqdm/ew3V3X0hddSOvPvwhC95fnhznkgiDUHh+2R9orPWyY0MV5RsqqdnTyC8fu5rZM5byyt8/YW9FQ2Lf4vmci3rk8fj7t7J1fSVb11exdX0VLo+Dy394Ai//83M+fmcFumEkykshQBVMmjKEW355Gps37mHzxj1s2VzN6PF9OWxiP5586guWr9wVc5FLWnSjwOUXHsHpJ41mS/k+Nu/Yx+byfZxz8lg8OQ6e+M98VmyqTFp4p9h5/+HG0xjWtxvbqupiUy0/OmcKjb4gT85cxPx1O9KIdpw8z/jNlVgtKrvrGtld10RlQzO3nHIUNV4/zy1YzhvL1uLXojE7cXPKc9tZcusP0Q2Dmsg+bMYaCqhHuC5GajtNNTf4Dq1UYvspCPdVyIYfZFbu2oDw/BYZ/gIi87Oug20Kwn4M0nt/9nWwIvIfRwbfzDpzxMP1A3hyw9H8uOxkVu+pZtbW7SnxqLRWABPxqGas6pnjhtGnKJ9HvvoSaQFplUhVgsVAWA0Ui0S16FgsOhbVwG7VcFmjXDngSAbllDCj8nGKrT6KLV5KLF5KLM30UP2UKIICtXU6QZF7HyDMwZHtZi1JhYIofAUiS5G+R8hK/QdQihGFLyKb74NIJ9y9HGeavRj+J7KvI/IQefchm+8Go4O4+EQdt5kTXEaRzbe3X1YpBWMPYAfXRQj3DUjfP9rPTGKdAEoehOeB/TiE8xywH4+svwSiqwkYESr0KOXRfHZHi6iIFBKSQ7i093U8svEjbHg4qmQ4U7sNocydx7gX/k4wqCMipt27EgU1LMgRVm48ZhLnTx7FL/71PuMH9OSwwb0YM7An1bXNfO/nz8XsumXCtltoBlOPGMz3v38sWkTn4w9WMnRoKYOHldKrbzGzZ67iod++mbDqxjA/e5TmcfFN0zjpvMNZt3Q7uzZX029YKf2G9sST7+LJ38/gzSdmpVlxWywKx593OBfecgp9hpSy+JPV6JpOr8Gl9OxfgmpR+eUZD7Lyi/XJc2cY9B7ak/Nuns6Jl0/B5rCx+KOV5BZ5KO3fjbxiDwDnl96Ity7JCaw2C1MvPIJzf3QKQyYORItqrF2wiW69iynpXYTVZmHb+nIGjex/0FlTxznQgDvv+1bsubf//tcH3TnIBoqiIIRgw4YNDBkyJDGfDXR9/wYBHxLk+U83PUb/oX3p0a8bPQf1oN/IZLdUJBRh1svzefPh99i53kxT5HDZmXzGBHr070aPfiX06NeNPsN70a1PcaJeU20z7z3xCe8+9nFCHS7skc9hJ42hdEB3Svt3p3RAd/qO7IWnIOmctmPtLt78y/vMfmke0Yj5Vtx7aE9GHTOcskE9KB3Qg7JBPeg9rCc2hy1Rb+G7S3ntoXdYt2BjYtnwyYMZOmkQZYNLKRtUStngHvTo3w0lFm8b9IX44MnPmPGX96mpSMbtTTrtMPqN7EWvIT0pG1xK76E9Keien1i/b1ctr//5XT56enbKG7+Fo86ZRK8hpfQa0pNeQ3rSe2hP3HnJh+mW5dt59Y/vMP/NRRixOLTcIg+TThtPr8GllA0updfgUnoN7YnDZU/UWzF7La88+DYrZq1NLOvRvxvjp42i15BSygb1iB1jD6w2s7ND1w3mv7WY//zpPbasKDcrKYJB4/ox4ojB9Brcg7JBpfQa3IPufYvTzsnMZ79gxqMfU5ui2B52wigGje1L7yGl9B5SSp8hpWnHtntLNa/99UM+f3Mxuh4bKKOoTD37MPqNKKP/8DL6D+9J9xTlRYvqfPrGYl597DP2VTYkyLA718mU08YycERPBo/qxYBhpdjsSVvgyp11PPf4LOZ+ug4jnrJOCLqV5nPUsUMZPKKMIUN70LtvMUpKnPSSZTv419NfsHnHvuQgMgEDBnTj8MP6MXhAd4b070afnoVp9RatLucfb8xnQ/neJOkWMH5YL0YPLGVgWREDexbTv7QQuzXZ2bSuvJp/friIuWu2pw04nDqqP/26F9CrJJ9exXn0LSmgV1Feol5TMMRri1fz4qKV7PP7iZt8DOpexBbnPgb138X3ShdxSeEgUEsh9AHtZylQOBjThe0PwjLK7/dN4I2N45G7YtdfKnGOz8tM87EwHFWaFt0W2SZ5VlQdi8XAatGxWXSc1ii59hD5tiCFNj9FVj/FVpM4d1O9lKh+SlSDIsWZIXRDZf+ySFjJmjSn4VD4vS20G0aSETbMH7WT50Tkg2wEYJ/uZ7dmZbdWyO5IERWRAvaEctkX9BCK5lIfhEjEgha1UKTksa8pgIjGibNAiQjUMChRUCLQ15NLfb2fcFBD0cEiocSTQ01NM4oOStQk0EkSLVGl5JijhzLvs3WxHhMDt8OGw2mlvrrZHDhoGKAbICVCN8Aw6F5WwPijBvPRKwvNbivDoKhHHtFwlKY6X5I8p5ipCCRHnTYOZ46DT19eAJhCT2nfImoq6wn7Y72NKdk3pJTkd8vlzBtOZOPirSz5yBR9XLlOevTrxvZVOzKeZmlIRhw5hHN/fCrP//51dm+qQghBQfc87HlWXlj/6EFHHBPk+Y5viTzffWiS57vuugshBD/+8Y8pLCxMzGeDO+/MIswsAw4J8nwcZ2MRJjm55FfncNKVx7Fz3W52bqhg57rdlK+roHJzVYLMZsKvXriFAWP6Ur5uN7s2VLBzvVm3cmt1K5U2DqvNwiPz/4DFZmHXhkp2btjNrg2V7NpQ2W57RaUFPLbkAZpqvVRsqmLXpkoqNlWxe2MlW1eWY+iZHxzDjxjCg5/8juod+5JK7+YqytdVsGlJ213Gp1w7jZv//n2qtlabanRMxd741RbK1+1uXSF2Uf3or9dw0hXHmur1tmoqt1RTuXUPq75YR83uzINsFEXw0Kw76TWkZ6KduCK98vN1CaW8ZZo6d56Lfyx5AKSkIqZEV23dS8WWPaz8fB1aG+ek7/Ay/jb39zTsbaJy214qYur+zg2VrJq3Mb5TKYdmtnvEqWO565VbqKmqp7q8lj3lNVTvrGXFvI1sWBq7ucZJRGxfhRB877bTufzWU4mGNWr2NLCvqpE9u+p4/Z+z2bOrPnH+ZIoSrVpV7n7iKiYcPQSASESjvtbLkvlbePbx2fj8oWQdJaZEC/Dku3j8yWspLc0HzBeKxqYAb7y9lFffXopuGLF2zEFkcVW5rEcezz10FS6HDU03qG/ys6/BxxufreSDhRsS5Fkq6QMGDxtSxlO3XUwoorGnvpmqumb21DUxa9VWFm7YmRbmEc9TLQV87/jxXDPtcHbsq2dHTT3b9tWzo7aeLTV17PXGyHNMJQ/21OjZv5bTe67jyvxl9LL8dyy7/1vYHPXz570n8tmmYSiVjuQpbak4Q2vyDGYcq0ViqCZ5NqyAJYU8WySK1UiQZ4tFx6rqOK1aCnkOUGTzUWzxUWjxUaI20031UaxGKVHt2EXyRa8LBw+iUqdCC7Jbz0mozpXhfKpDudSF3DQEnKZrZcSCFlWREQWiCkpYQYmIGGEWKBFiCjSoEYnQQNFjg351mf6pSYQmzXlNougGQosTYmnabkuZojaDMGIEOEaaRUyBNglzbJSxTC6TKWQ5QZ4Tdt5G4nuyXMqzIMOyNMqSabBhhtzRsoNBiZqM8oUx46Ajjl3k+eDFIUeeFVVpk3y2h/2pp1pUpCExOplz0uawoUW0Ttdz5boI+UKdrpdb5MFb78s+3jlGMPOKPTTVejvVlsWqYnM62h3YAa3Js8NlR9cNM049UwxyG5k23HkuwoEwWlRPz4CR+laZgTwXlebjbQoQCcdjkFsM7stAnAEGjupNfa2Xxjp/ckxNClFODNJLWeZw2xk+vi/1NV7q6vx4fcFWIRvmd5LkWREUdfPQb2AJdfUB6hv9NPqCGLFtx8moFGZssUmGzeW9SvNx5zjY1+CjoTmALmTMpU4kiGwyjIMEKe5ZnEsoolHnS8mLnFCcab0stj2H3UIwqrXaZqt5AaHuBq6+zRxVtoNzC5dziiu7OPX9gx04kNvvPD4JWHmqeipLtvTDU+sipGmtSTOkEec4Eo6DMWtuaTUV6JbkWVgMVNVAtRhYrRpWVcdh1fDYwuTbTfKcbwnEQjea6WbxUqJ6KVQilKgWcpQD+xDuwv6hQQ+wW1eo0vLYFS2iMlJAdTiXvcFcaoNumkP2hOqsRxSIKIioYoZsxMizmiDRoEZAiUjTGTSNOGMqzbpJrJPfY+Q5ahJiocdIsC4ThDm5zEgQZKEb6cugNXlOJcsJkh17znWR5zaRIM+/uw/1AJNnPRRi+z1d5DlbHHL+pftDnPe3nq7pnSayYIaS7E+9QHNgv+o113n3K/dlZ4kzmKEMHRHnTAgFwp0a4BmHvylgEudOom5vE5FQZ7tPBdvWVdBQk3I+M5D6BHGOIRSIsGLRNnZur8HbnDw3rVwGU1RngNpaH0uX7GD7jn00NAYSoTLmvqR/pqa72723kY3b91LX6EfvRH6hqrpm6r2BjCQubUBK6qeEUNgkgEJPnxQNU9VK+VTCgmDQRmUgn/WhMrZFsx3Q10lYRoH96OzK2rIslwq1rNNVolKnPFpi2pRrCldPGI9TsbQ+t238ZDL1RUZAgcPJsX36tdtmPOdv/LshhelAh4KOwEAlEjPaMDBtnw9pCHcs00oHcJx14PflG4QuDbzSIGBYaTYcBAwbAd1GULcSMWLmKLqCoSsmN4xn2YjnYZeYBjzx+RZulukOgzJlPvbdiFlxxy+PBNlNJaqkL2vrmRMnzq2Wt33tZXx+dfRM60px14U24PV62b59O9FoOgd47bXXuPzyy/n+97/P8uUdZHTqAIccee7C/yiyUJ33F6Kj7Yl0stxqeSYDlTQnQdEq7ZxsSYozKcCJ+inrMijE7X7PBi3Uz7QHqyHTHshpUwsirWhmd7EesLDX52FToDtLQr1p0DtyAGwB2xQQ7Yd7COdZCNukdsskyrq+B9aJndoF4b4Z1AGdqrMhGmVXuAhv2A664KQhgzl2QP8kYW5JoDPxhZTf7qdHHUXv3LzWheJlZZI8G1JgELNJN1QMKcixdKe/50wMFCKoRKRCFIl+MBJo64Ssign3jWAZ2HG5nB+B2i+LDXqyavdAwyfDeA01RpztBHQ7Qd1GSLcS1i1E9Rh5NhSkriQdK2OulaIFaY7/f5NGR7I1kU6kTZQpg1dlynVqfslojpIwWGmHSGcj6HSSAB/EHeUHFvJbmr4j+MUvfsHYsWPTyPM//vEPLrvsMl555RWeffZZjjnmGDZu3NjOVtpHF3n+X8N32Fkwa0OVFiEbGTbUJlmWbdUhk9JM6+2IlGVKSr2U/WlFrDO2lfl7631uY3GqGgqtbp5pmSBisY8JIp2JNMfUZzUsEEGVJp+Dcm8RKwJ9mRcqzp5A209BeG6n/RR0CjhOhyzJMwjTMINOdHvKEKLg8Q5JfBw+I8T6cCmVoXz8YRt5qoPRpd05Zdjgzj+gBAwtKebS0WPw2O1pq2RsG7LFj54g0DESnaMWcmnf+wnrPiJSxZAKURR0KdGyGRyoFCFyfpbVsafvuxtc13aiggWRe6/p3NcR1N7g/j4iG8KrFCI8v+64nONUcH2v43IHELo08Bo6fmkhIO34DTsBw0bYsBDRLUR1FU1XE6qzTHOrTFeZ4/9r0WKexHKZRqzTVenkxZm4N7RUmzuJVmS3QzX5a77YHYwvhl341jFnzhxOPPFEXK5k0oAHHniAsrIy5s6dy3/+8x+klDz00EP73UYXee7CN46W8c4tVrZe9nWcBbNBNmYm7dVriQzKcisDlZZtxUM2UutAa8W55fIW+Z1lKvlOWZ5sN/MumytbL2qV2zOVNMvWD2NFl4l4yMQUH3SkSTPWMqAQ9dmoas5lXVMpC3xD+DRYyo6OQjicFyDyH+k4l69tMkLtBpYRWSqHAmHpj4gbW2QBadQhLANN2+kspPylYRcbQj3ZE8glHLJydI++KEJw/OABOFJCN1KnDLuZaOp3045DVRQ8NluGgrF9lCIWPppCnKWCW83jpsG/o9Dekz2hHRgxq+eoVIhihpe0C9tURNH7SKOTTpHWwxFF75F1Jg3hQhT8A+G6KGa53UFxzy9N23Qli3hMkYNwHA+2DnK4hmeZroF5fwbh7Hi71gmgFHVcrhNoNkJ4DQWv4aBZd+DTHfh0O0HdSki3ENFVtBaqc9K1Mk6iRVJxTg3XyBC20WbIBvH1LdTklgp0S7U59TMTOW6pLreY71BN/rqE+ruALuW5U9izZw/9+/dPzG/YsIHdu3dzyy23MGXKFC644ALOOuusTuWDboku8tyFziFLw5GDAlnsa4Kkt0Ws21Kh4+s6G7KRMt9myEZb8c4dEeX9fN9ok9SlKlgpk6K3mFJCNtQIWIICxWfB3+RkV2M+qxrK+KJpOO/7RvJFUKFWb527HNfVKHn3I4SKjLRhThHf31g8qxAq2DoRjuG6Bqxjsysbc34TjpPBfUObxaJSZ0HIYEmwP1t83agLuNHCFo7p1RcAt83G1AH9zB8rPsWPI/Vcp/x2Jw8ZxJF9+gCQm6o8p9Rt1WkQW5djyeFXw39GD0cZQd1HQ3SvSZxR0RFEZXtxzzaE5zcohU+bBDX4bpvH3breLxGFL4JaAsG3Oq6iFCEKX0TYj0Pqe0HrwKjJNhnhmG5+7+iFSTgRwkzJKHJ/jZlSrw0YdRD5ygwDKny941APvQpRPNNUy9VB7ZeNQ+1DW3/OqNTxSgOvtOI1nHgNJwHDliDOaSEbukiozkm7d5IhVK3CNuKfMm0+Y8gG8XoymTHDSCXMsTJtEOs0QtxFdrvwX0Y4HMaWIjzMmTMHIQQnn3xyYtmAAQOorKzc7zYOISbUhS60QIYsG+byLFhkpjLtxU93ELJh1m9dJ32+ddkOQzYyxEK3in1OLU+Lcq0W0qHCkEak45ORnNIGDsZH8icGDIIaAotPQJMVb52b8tpCltf0YlbtMGY0TOD5ptG863exLhIkLKOmeYnryuQORJe2s3c2UDxIox4ZXY/IkgxLqZvOgdkOHjSSqRqFZTAoPVoV2aX5+DDgYY5vOKuae7PLW0Cz34EMqfTKzWNvs4+1VXsZ16s00YVu7kx7PTMwqkd3djY2EohGW4VtmMcSHyAYV59FYvnZZdPIt+YBUBUsjw0UVNClQlQm455bqc9KIaLoVYT7anM+PIs0C/W2oPZCFM0wXfaEAqGZdGx24zCNSCzDzdnIlx23Y52AjG5GGgFQOiLPHrMcgLYVbIe1W1yGPjSrWYciCl8Cy7C2Cxt7kL7HEa6LUEo+ROQ/CbYj2t8ftRRRMheR9zA4zgWlJLGqyQjhNdSE6hwwbPg0OzmWUgqtPdFiYRuGrpjEOUV1FrpoHaKR+IyT3+SyOFGOh26kp0gkXTVuJ865VbxzxpPaMlzDaH++o/ot8T82WDBTz9WBmL4r6NWrF6tXr07Mv//++xQWFjJmzJjEsrq6OnJy9j+V6iFnz92F/0G0NViwM2iZoq69cu210SJlXXxZKnltM8tGq32Jl29jeUchG6Sv7xSyvVG2eMC2/d2cUcMgAya7F7pAi1iJhFT2+m3UO13sdBawxtWTIscAujl89LQ3cqR7ISe6tiKJAlbQM+QmTyCCbLwZUTIHGXgNgjM6PoTQhxBdiXBdBv7Hsztuow6j+UGE56emk6FRDUDAiLBD09kSLWF7eADbgyVUBPKp9nto9DmJ+GyIsMIP/vM2z1x4Hhura/jTp0kXxPhPJRGtn1axlX+et4ALRo/koQXz2NhQ08ZBJQkzxMzepGBGxRzOLpvKuqY11EV2xkI2LETjEwoRqRGVerpdt1GP9P8bkf9nc7uBN7I7T3oFMvQOwvqLWL1XsqgUQvr/jeKYjtQrkeGOQzbwPw6OMyDwVIc9E6Aj6y+Cgn8iIysg8lUHu/MJMvdOQIPQu6B1MIgo8ALSeRbCOgbhOA70ncjoWtqM0498hfQ+hJL/Z4TzTABkZBWBhh/jNbbgNWwJ1dmnOwgaNnzRED8d8n1G5vVnu7eWzQ11bKqrY9XevXxZvqvFS6w5YNCC4KIjRmMXKvWNARrq/TTW+amvD+BrDqapzqkhG4oQSTKb8r8WKWEYrUI2UtFG9o1vPd65DXSUpq4L3z2ceuqpPPbYY9x22204HA4++ugjrrzyyrQymzdvpk+sh29/0EWe/5dwiAwWPCDxzu21k6k9pQMS3VaZAxWykfEA2hExv+4pTDxAaRUzmakrOP7AVYVZSeimRbA3FMXwqegOBcNmpcnupNHmYaddx2LTsTui+PuexUn9jydUey62bHdcuED6gVDHZUNvgzoQ4bkVaRkB2voOqxBdbirg1hGEHBfwRf2nVEYL2BvNozqSS204h7qQm6awA2/QTjhkQw9YEEEFNSTQw5KwpmOzWMwucpHyvpJ6icjWvQp98/PplpPDkqpK1tbvNQ0AUwvEtxT7nppx46LeJ+HV/Pxty1/p5bQipGKmr0Mk454lRFsOGlT7I3J/j/Q/BcKdve25dTwi5ycY3j8jrCMgujKbSojcu5Ghj5C+RxMhMu1C5COsgzG890BkUftljbpYOMZShG0iMvB0++VlvWkxru9Cyf8bMjyvAzXcQDb9FopmgPSCfQoE/g16OzH9oXcxvL1QPD81m5RBmvVGmgwrjYYroTrH09M1Rg1uW/4svx15BSeUjmBEfilaX4Pvvfd6RtUZCbom+WTFFv585ekcPiTpwrtrTz0/ve9N9lQ3pQ0UjJPZ4kI3v7jtdEaMLCMS1ohENCKhKGuW7+Sv97yDEc1AjqVkwtShHHniCBQhEEKgCNNEa+ns9cx5Z1nsVKUTV0VVGD6pPy63HYfThiMn9um2s/CD5ezetKftn0lKHG47uUU55ObnmJ+FOSz6YIXppJvFYEGXx0lhaT6ewhw2LOogVKgLhyxuv/123nvvPR5++GEASktLufvuuxPr9+3bx4IFC7j55pv3u40u8tyFbxTtDhbMhM6W/ya215k242Yn2YRsZFKXE/MtynYWIv17ez3/7Q4azFihjSZTYiPT09e1XJbsCo7HRKsRuOPSaRwxsi+7ahrZWdfAzrpGdtY3sqyiin1Bv+maaBPccMz5vLltLfdtGsHgghrG5w3kKNcWJtllujqatnNukJ1IgadvQ2o7wT4tK/K8R2vmq3AP6v1LuG7g3by45wq2ehsJRqxEoqbDmx5VkFHT5U1ERcygwjSpEBpENR27qiZfRFJOtfk9g/oMTOzVE284zMbamszXSose9Xj4RrE9jzN7Hs2T218lZBjURBopsKgJ1dmI5X6OIohKA10aplW3cCLyHwVtPdL7p9jeZaECKt3MeqFPwf8EktYhJhnhvhbUUmTDNWDsza6O7TCk1DoeTJoCGVmK8NxK+plvA/5/mnWCMxB5DyJrzyRumZ0R2gaT+AdfR+T/HVH4OrLxB+3vn/9xpFoGlkFIpYRuPebSXP8QzY2fJFRnv27Hr9kIaxb8Gvxk8RvcOfpsLhgwFs3QeerUc3l+5Qqe+WoZTeFQq9zOjd4gN/3tTX569jFcfpKZ/q+4IIcrz57EOx+vZvPW6rQXXyGhZp+XX/38VS68cBLXXH8ceflmhoKK8lomTx3K0nlb0EKRlBNrnstlczbidtu56c5zyC82Q2l03WDzyp0U9cijdk/r82dEdXRN58pfn8PgcX0Ty2sq6lk+ay1CiBYmKOZ16Clwc+09F3PatcenbW/RzBUs+mBFm6e899CeXPuHS+g3oheFpQU4c8yMO0//5pUu8vwdRo8ePVi3bh2zZs0CYOrUqWnGL7W1tTz00ENMnz59v9s4JBwGT7Cch9DNp0jpgO4MP2IwX7z6ZbuGIj36d2NveU3ijzj6mOFYrCorZq9ts47dacOd56K+ujGx7OhzJrFrQwW7N1W1Wc9TkIOUMmFNDXDi96ay+MMVNNe1bUSS3y2PQHOQSMqNafrVxzH75fntWo0XlxXSsLcpYSueV5zLiCOHsPC99mJFoVvfEmp21yXOSb9RvXG47Gxc3Lb1t8WqkleSS11VQyLkYfy0UezbVUvl1upW5ePk2eVxolpVvPVJNWbKuZNYu2AzjTXNyQotSGlesYdwMEo4kHSOO+7io1jwzlLznGTIySyEoKBbLk11PozYsVkdNoYe1p+1X8WOTQgyuQrmF3torPMltpVXlENUMwj4w2khGqmOggiBp8CFtykYW6fgzLERDEaRipIk0kIg1aQxisVuQVEVwlEt5hYoUCwCHdIdAltYcjtdVsKajiZlIt5ZsSimfXdsPm7dner4l5vjwBsMJ84JQKHHRb030C5h7lHoobbJjx41QEKPAg+TR/Rh5vz1GFEjJU+sTBBsm0XliHH96NWzkN5lBfTpWUi/XkXke5IZDLburuXfHy7mk6Wb0JBIBS4/8TB+eOZRnPrnf7NH96M7JbrbQLo0rM4oOa4wBa4gJU4f3exeyuyN9LF7uXzQPDbtvYxIeC5WYeAQEivgEApWoWAX1lbEW3h+A9bxyPoLqNX9VOkq1ZqHai2PvVoe1eE8aiI51IfdNIacNIfshII2Pj31h3xUvoUHFs1NjzdN6TJP60KPff/zxaehGQa/fOOjZJx6/PdJWKfLVuvuO+1keuTmcNXbbyItElRMh0FFgioRqkSoBooqUVTTbdBq0fn9+NM5vGgAP152Dy5rkHxrkHxrgDxLgELVT5HFR6HqI18JUahoFCo2XIoNkfcQ2I5G1p0NRhthIq1gM+ODhR1ZfzHILI2T1N6I4pkmSQ88l2VbIHJ+AfbJyLrzs66DOgil5EOM2lPN2OesGnIjiszQDdn4oywbsiPyHwL78cjGWyH8aTtlLUStE6gMzMfm+Sk9837IvuB63qx4jK3+JmoiOTRGXDSGnPjCNoJhG9GQhdvHnMSCnbvol1PADyZMwmO38dLSVfzzi8UE/JHEgF0lalpuK1E4/fDh3H7Vifz1+c85+4QxDB/Yg41bq3nvw1W8/+EqhGbEXnYN00VQlwwZ1J3bf38uNruFXdtrGD9pAOFwlEWfb+Czt5ax4sutZux03E1QSjweBzfccQ4nnn84eyvqycl14s51sm1tBYs/W8sXMxazc2MVqbbcipCccsUxXHPHeXgKcgj6QjhzHHjrfaxesIlVczcwb8Zi6vc0JM6clJLBh/XnxgcuY8wxwxPLdU1n+5pdbFi0hQ2Lt7DgrSWmEh2DO9fFRbedyTk/PgWnO5musqaijq0rdrBlRTlrv1rPQzPvPOjc9eIcaOCvvx2HwW33dTkMZotDgjzX1tTRvMdH+dpd7N5cxeW/vYCqrdW8fO+bzH5lfiv3wKKehbxa8U+C/hC71ldQvnY3AV+Qc398Gmvnb+SFu19n+WerW7U36dTx3PvBr2mqbaZ87W52rN1FbqGH4y45is9fWcBLf3gjI4m+9PZzufbey9i7s4btq3eyY80uhk8ezNBJg3j77x/yxp/fw9vQukvvN6/8lGMuOILKzVVsW1nOttU7Ofmq47A7bbx4zxt8+vycBEFOxTMb/kr3vsWUr93NtlXlbFtVzvfvv5zytbv59+9ezXhsDpedd5qfJ+gLsX3VTratKqd+TyPX3nspC99byr/veI3tq3e2qjds0iD+vvA+Gmua2b56J9tW7cRmt3LGjSfyyfNzeeneGezdmXzgxsnzad+fxk/+cT01u+vYtnon21fvpO+IXhx2wmjefuxj3vjLB3gb/K3I848fuZrTr59G5ZZqtq4y2zvm3Enkd8vlpQfe4dOXF5i/d4vBgg9/fDsDRvdm66qdbF5RzqblO7nx3ovYvKKcZ/7wNrs270kjz0IIFFXh9Q1/JOANsmbRNtYs3s6uLXv5zRNX8++HZvLpG0tMjtmCPJf1L+HJD37KlnVVLJm/mSULtlDUPZepJ4/i8T99RGOjHxQlaccdqzt12nB++eszWbp0Bwu+3MKXX23llOlj8AXDvPfR6iT5VUwiHCfRN1w2hXNPHsuXK3Ywb/k2Fq4p5+ZLpzJ/1Xbmr9yeIOepNtkIeOSWcxg9oJSlm3bz1YZdLN64iz9ceyozv9rA65+vwkgdaQ8JQv3BH6+jOM/Nrr2NbK+sY0dlHVefOYmaeh/PvfsVMz9fh6bpaYOTnHYrM5//MXv2NbGrqp5dexoIRzWuOf9IVm2q5Ln3vmL+6h0Jkh+fJo3oTbdiDzNWb0BzguaS6E6J4dJRXBp2Z5QcZ5gCR5Aih59uDi9ldj/HFh9Ljf9TkJVY0XEoUWzoOIQWI9M6VgEOIbAisAsLNusosI6kyvcCNbqNaj2XGi2XvdE8aqM51EZyaAi7aAybxDkYthEJWTi5+3D8YY35u3amkGeSGQ9i5FmJLY8vmzKoLxJYsHVn2u/S6ruSTqCPGdQPKWDO7h3mC5Qas+dWADVOoA2EKlEUk0BbrTpn9BmKIYKsblpNri2ExxIm3xog1xKi0OInL0ag85UAhUqIfMWgm+pCdV8H0bUQXdzq/982bAjPz5CBF0CvyL6a0g3hugrpexiyyTedaG4yiNwOiGkGuK83s4Zkq3ADWMeZpjqBp8l+cIBA5NyGjC6D8Ox2S+7RfOzVrezTcwgqYzms+Be8XvEMm3xNNERcNIRdeMN2/GEb4ZAVLWxBhlQcmo1oSMMhLVw4chQXjB7JFU+/TiSopZBnmfyuSYaXdWPnrlqiIZ1h/bpx9slj6VGcy89/+x8ULZZ2UovncJcomoHDpnLmeRN547n5eDxOpkwbztTpo6jYUcvj97xjWnInMnIYiewcE44ZwqjJA3nxTx8wfGJ/Jk0bxeEnjuTdpz9n5r9jKcFa2HJ7Ctxcc+f5bF+9i+Wfr2XsMcMZc8wwxk4dxj2X/Z31CzcnzlsqVTnqjMO47r5LeeLnL6IoguGTBzN80iAGH9afywfcnOaCG495Luiex2W3n8v0q4/jzvP/RJ9hZQwe359B4/sTigQZNWn4QUccE+T59m+JPN/fRZ6zxSFBnn915t0MHTeYfiP7MHBcP3oP7ZkoU7llDy/d+yazXpqXINGKqtB3RC/6jepD/1G96TeyD4MnDKC4rDBRb92Xm3jx7tdZ+kmym83utNF/dJ/Y1Jd+I3szeMIAcvLdABiGkZFE5+S7GTiuHwPG9KX/mL4MGN2HAWP7YbWZUTH+5gAzHvmAN//yPv6mZFdzUWkBgw7rz8CxZt2B4/rRa0jKsW2t5sW7X2f2y/PTVPayQT0YOK4fA8eZdQeN70dRz+SxrZ6znmd/9wpr5ycHviiKQt9Rvc16Y/sl6nkKkqNNv/jPlzx/13/Sjs1qtzJwbF8GjO3LwDH9EscZ7/6KRjQ+fHo2L9//FnVVDWnK88Bx/Rg4xjwXA8f0od+oPslz0hRgxt8+5M1HPyKQYmld0D2PweP7M3BMH3Mfx/al58DuifUVW6t54d63mPPW0sTNVAhBab8Shk4cwJAJ/Rl6WH8GjemD3WmmqtF1g09e/pIXHvqA+pjqLWJxegNH92bUkYMZfcRARk0aSG6BO9HWplW7ePz3b7NpbUWa6my1Wxh9eH8mHjOUw48ZQu/+JYSCERxOG81NQZ782yd8/P6qNNVZKgK3x8HkIwdy9JShTJo0ALvdSn2Dn5JiD4uX7eCPf/+IvfW+NNVZKmZM4tETB3HMxIFMHNUHIQSBYIQ8j5OZ89fxp5e+wBsMtyLPZd3ymDyiD5OG9+Xwob3Jz0mqwBt37uW+F2exbnuy9yBOpHt1y2dgzyIGlhUxsGcRg3uXMKBXcaJcdW0zL7z1FR98thYtqpmEUZoxYLqUJvlXYfjQUlSLyqrNlSkvBLR4QQDDAppToLlAd2Cqz04D6dRRnToOZ4QcR5h8R5BCe4BuDi/drF5cahir0HGIKFahYRMmibYKLY1Qm2V0rMJAl4Iaw0WNlkuN5qFey6Eu6qY+6qYh7KIp4sAXthMIWwmHreghC4SVlNRgMeIcc3VLpguLL4/Nx+NKU0Ns2iPQKSq0VGMvFwniDCQItEwh0BJFlQghsVh1bFYNpy2K2xbBbY2QYwmTbwvisYTIU4MUWnzkqwHy1UBMgY5QoggK1KSRQBcOLJqMIBUa1Ohu9ukearRcaqMe8xqMuGmMOGkOOxKqcyRswQipiLCKCJthQULHDA+KGRMlybJJnoUGalyB1kiSZB0zL3vccTBBno2kEZIWU6ENI6YwJ+KCIEVtNsm2kVSTDcMk1ZgkV6aozAKJjJNsMMlz7Hv8Hu5wWgn5Y2pxyn1d6skXrARVidW1WFVyizxmT3GMkCuKwEiJs840WLB73xLCgXBaD6ghNGZrbx50xLGLPO8/1q9fz6OPPsqSJUtobGxE11u/rAsh2LZt235t/5Agz8dxNhZh5ur8wcNXMeXcyewtr2HvTnOqLt/H2nkbMoYRgEkc7/3gdkoHdE/U2buzhr3lNSz9ZBWN+5oy1svJd/PXL+9FVRX27qxh3+5as70d+5j3xiLCwUjGen2G9+Iv8+7B1+CjZncd+3bVUlNRx/bVO5n7+sI2k8IfccYEfvefW6nb00htRR21FXXUVNaz/NNVLPu0tZocx6W3n8v37riQusp6amNTXVU9nz4/J6kmZxh49ttXf8qkU8cn6tRWmvv63hOfmGEaLSEUbA4rf1vwB4rLCqitqKemsp7aijoqt+3lg399ltZdloqSXoU8tug+tKhObWWsXmU9O9bu5pMXky8+LQcLjjx6KA9+8Ct8jX7q9jRSt6eBuj2NLPlsLV++v7zNFHWnXDmVnzxyJYZh4G0I0FjrZe/uOp5/6H22rt5t1kukiYuFfygKtz58GSeef3jaPnz8xhKeffgjGuv9JHI7x8MyhKBH7wLuffxKevVNEswVS3bwyB8/oHJPI4mBgi1COCZNHsjvfnUmdrt5bfv8Yf725CxmzlmXJJgiTjhNsulwWDl96kh+fvUJibZqGnzc9+9Pmbd6R0YFmtjHpdPGc9slyZhBw5DMmLuax96YjzcQTh8kCIk45pvOP5rpRw1nT00T1fua2bPP/Fy/qYrdu+vT4p2TIQkiRgJFRsIsU+YNC+gOgeZMIc8Ok0DjMLA4NBzOCG57hDx7iAJHgGKbH6cawSp0rIpJkK1Cx65EE99tQmtFrnUEdVoO9XoODZqbukgOjVEnzVEH3ogdX9huxjWHLWgRFRlSEZEW5Dme+iuVOKfk2kWacd8J8hwP0aDF79IWgY6TZyVJnqWaEr4hWhNoRdWx2XTs1ihOq4bbGsFjC+GxhvFYQuRaQuRZAuSpQfJVP/mKSaJ7qGGKY+EbXTiwiEqdCi1Ile6iWstv9fLWFHHQFHHiDdsJxIhzXHUWEYEaUhLpIRPkWU8SZ5M0ywShVqOmcZF5XZrfiRNnXSYMj0gYHhlJAm0YyTzPKepyy5CNNFIdI9NpJDeRxUO2TZ5Twy8zxDsnyiWWZ3h+tjFYMNtMG5qM8oUx46AjjnEONOhX3w553vrAd4M8z5kzh1NOOYVwOIzFYqF79+5YLJmH+O3YsWO/2jjkyLOiKq3CNDpCnGB19lBVi4qhG52uZ3PYiIajna7n8jgJ+kKdrucpyMkYFpKGFqRUUQSOHEea6tt+fZNgWm0WhCKIhKIZirQm6HE4XHaiUSM9DCULZ8GcwhxC/jBaVE8/hpR451bbEwo9B3Qj4A/RXO83lYgWIRuxysltxRTl8VOHEfSHCQQiBP0Rgv4w/kCYcFhLqs8tyHNp30KOnjYCTZcYSHTdQDMMAsEo8+ZsRDdMNRYlTohNAn34pAFMOnwAQhUoioKiKigKLFyxgzmLt6YRr0QctIDTp45kYO9i85CEMFNNCcGHizawbkd1RvKMhOPGDcRhtRCOaIkpEtWpbfSxt97XOvVcjBCrUiATFt0k4531+MOVRPwztA47SZDo+PEoAqtdJaLpJnlW48RZmOTZHiPQdonhMMChY7GbmTlc9gh5jhB5tiA2RceimIpy/NOuRLEoRoJAm+RaS3w3pEKT7qQh6qJZc9IUddAccRCI2vBHrISjMeIcVZHhGHGOJNXm1Ny5cWe3RJ5dncQ5y7XZ8QbDrUhyJhIdf7mIL5OKxG63oAtJROrpBFpJj39GiRFoixm6EVefndaoqT5bw3gsYdyWMHmWIHlqkLyY+pyv+ilR/ZQoGsWqs+3BmQcTRA7tW7fHYcN8e2l9n/pvYY/mo0q3Uanlm4qz5qFeMxXn+HXojZjEORi2Eo2YqjMRBSWkoEZEjBiLZH71uOKsYbp8JuaTqrOit6M6JxxDDVNlNlp8xglyitKcKWTDJNHmvV22JMqZyLSRSrK7yHNb6CLP+4cjjzySpUuX8s9//pOrrroKVf3m722HXLaNzhJn6DxpjiNTvHE2SB0A2Bmkxml1Bh0S5wwwDJk9cU5BewMZ20MoEGZ/3Al9jRkyKmQyM2lBxKu272udSq4DY5RoRGfx7PVpIRotBwq2JM4osKeigddfXJgYKGgS5fj6zOnppIDFy3bw1YryVmotgkS9RG7nFLL1/vx1KdtJX9ce5qyIdU9JWhDlWNWE8pwkzkLSNnFOKM4y8WBOJetI87iQIkb0zPRaUkoumDaO9+asxRsKoyBRNIHUQEZTQhYQIBQkoElherUYAt0QRHUVq6qjCgOLYmCJEWhFyMR3a6tPHUMKmjUnfs00o/BHbQSiVkIRK+GohWjEgh5VGOTqxhZfPWgCoYlEKEaq7XHLTAepGQy+d/R4/vPlKuoCwfhPFReiE9nmEsviqezil6uAM4cPY0NtDWv27TUtmIVEmB3gsXOc/LFl7NrSFYGuKkQ0lT7ufDw2SV2kwjy/wnyhiH9XY5NV6FgJYBUhitVkyJLpyrc/xFOlU7HMllGxvMpZ3FeUInBeAv7HstiN3mAbD8Fs8lU7zBOf7aDH/UCDHqDeUKnT3TTqLup1N02aE6/mwK/ZCGg2AlEboaiFiKaiaypSU0BTYtdfygDV2IBUpYWrYJpRSpwkJ3pEJIn0dDE77kQe59Q8zUbKJ8nyrUxTWj5TY0Q37VmbReq4NOyvjtfZdg5VHLQy58GHVatWcckll3DttdcesDa6HAa78L+J9tLKfQPbipPaxLIMjoKyJenNQLLN+fT18e+dchVs43tLtTlBiGXqgzgzcU6sS1W04qpWQtEi0WWcGnvZv2chV515uEkA4g6FUZnMGBAWqBFQQoJrhk4gT7rQAxbCQSu+gIP6gJM6v4u6gJvagJuaoJt9AQ/7Ah72Bj1Y5ABc6nD2BPOoCORTEchnd7CA3cEC9gRz2Rv0UBd00Rh04A06CIRsRMJW9IipON9/1HSKLe6kkpfiqqikkZkWxDlGZEaUdeOSo8amWyLLTOc8w3pDcOXEcQwvLknP5WuQZs2MIWKOcwKpKxiGgqYpIK38fvRlRHULodgU1K34dbvpYKc78OpOGnUXXsOBV1ppMiRNRow8WseC86wMF1IHsB0J9mOzLy8KEXkPkhVxBoTrCoR1eMcFwXQ+dP+Q7PQhDZH3F9q18U5D5zQnnxGixpDUGU7qdTNkqEkzez6ao47ES1xIsxDRLESjKrqmILWUUKFUV8/U2PrEvEyS5riTYEoPUsv/dNw1NHH9xQhynFCLlgQ5NdY5FRmJdAaWl2bfnQULbEt17kIXsoDb7aZbt24HtI0u8tyFgwbtmqNkWJexfIt0dGnLWtZpz7kwS9U5GfqR+j0ZFpKmOrciw6lKtGjVfZ9aRqbWbUWiW5+G9pCZxMk0AphUU1MevhmIs0mIU0h0nCAbqQOVZIwExOMxJQW5Ti46bQLd83NQ9FjZFAKtphBoIyL5zxmX0E14MAIWokErgYAdX8CON2Cnye+k0e+kIeCkPuCk3u9iXX2IO0f+gEHOCdQE3VT7c6n257Iv4KE24Kbe76Ip4MQXcBAKWYmGLOihZIyzisI/Tz0bh7SYXeSaiHWXi9YkJvV8xQjJwG6FXHzkWOyq2jGBbqEeTuhdxvDu3RjerSQlTESklBMJ1TtOoKUhkLrA0BVuHnoCI/N70xTRCOsWQrqVgGbDp9nwa3a8uoMm3Rkj0O4YibbSZOiE1BGIgmdBK+/cRWWbgij4F2ibsqygIvIfBpFlbmjhBNdloA7IcvNlCEtvcJyZRWENLH1jRD6LP5NShPD81tynDhAwItToGvW6g3o9h0bdRYPmpllz0KzZ8UXtBDUrIc1COGpB01QMvYXqrInYy5vIeM0JQyZf7lqui4dWxVRnobdWnRNug3G0pzrHl6eGZiQWZyC5HSnRnXUV7IRb4HfKWVB+S9N3BKeddhrz5s07oG10kef/BXxdZfUb2Yf9uNQyhWccSKSS5U4gqRSL1ipxS9U5JSQjvVzLbdFKmU53omtJ9tv4Hl/UkrQlNpROnNPVUJn2gM6sOEsU3Ugfsa/HlqWo0EpcnY7Vyfe4sNssXH/RUbHBSjHCHAUlYk5qFNSQYMX2KoaVlPCfsy+lzJKPDKjofivRgI2w30Y4YCXotxPw2wn4Hfj8Dhq8dlbV7eFPh13JScVTaPDHlGq/iya/E3/ATjBgIxq0ogcsyKAFEVIRYQUlLKhu9jGxrIx7TjwBRUtmNsiGONsVlV5FeRR5XJx52PD0c9qS3GRQoa84fBwAw7qVpCjOMQIdV7r11gq01BWO6jaQ64ZMAaAprJukLEagQ7oVv96SQDtoNFw0Gk4ilsNxFL0AwpWdC2Mc9uMQBf8Ewwt6ZVZVRM6tiP9n76zD5aa2//0mGTuuPafu7t5SoA4FWihO8eJycYcLl4u7u3txaQuUtpS21N3dTnva426jSX5/RCaZmSMtl/uD++16nv1MsrN3kkkykzcrn72W+1gtE2BTLO4sBDENHO2wp1ysZ/2ONvp2rqNJt7nQHoS4UzUobsyUQs2znTFd89LXY341SIkSoFhx4447nyTPKZSFkqgMxVERjKMmqCVEqQvqkqGQRCgooQTFsFzIBOeIay5iHuvvVP/Eds0ZkTMsdRFeZ1OygeXTMKvWOep4ROiawQ7KMSD2sFN312f/VyQbR+2w7JlnnqGiooKbbrqJurrDSKZ1GPa30zwftf8PdiTg+2dZE/TOptWnd/4jko1Ir3Pk4EPCYNuY19ma4ESri25jzlsgOxKwD9tsoBwbnAVbUcOvgyPA2Rytr0+rgoCgaimjBQWQ0HXOaFpLUUslnZaihUc7eXRvvpyxml35pZbvpupfDlBgz8FSqrw+OqSn8c1ZU7jom6/ZW1uhDZoTQDU+BTAF3KLKgv05nNCqGw8PPJXmrgye3bBAYwdZfyWuSx4E2epR1j4LKrTkRmf1682evDI+WKylG47lOY48bu2z0pD06/SSUQP5buVm7R4vhL+WcbpV41OfaZ6UyAk9OgPQPTtTO4bGuVZAsGTLU/U5dCbKiE/gueFhT2tVIIQgSogxshga5hQ0nXi2pycds15HFBMJBragKDVNG0DoHoeQ+jKC4EJtavY/90kIiVdr001JzY2EEK9pFwXBhSq1Bnl/I11aae0dHVA9E8E3s+H2IW08gJBwCapSCrWvN9hc9X6BmPYOpH+hZVeseQ2r/MSvBimW/RTLLk2qUb2a09t9Tr8MLzPyZvNL/jpqgw68QSdeXW8fsso1QgKTOnSjTUIqc7bu4mBhZVjnbJNuqDaIFvU3GeabIiORkfW3HMvrHEuyYR0MGGkNLTMPUj39GrPD9Ub/HzDj/P3Z2/hfsSlTppCYmMhrr73Ghx9+SNeuXWMOghQEwcxCeLh2FJ6P2n/E/r+n5dZ2ouHFTZVsQP2SjVhmepaxSTbsy2IBdPhTFRtuUx9o2/b5cA5pY+Bs8zDrnixzMFFscBZkVRvSJumEKGrtBVGgWVYybdtlkldQQW5eOaqiUlXtZcWafbRMT2ZPbinhUYuC6fUWZQFFVlm/P5+R3TvglhxM6tCNN1auRDGOlwHOEclGFu0+ACO0r3tcVkcWpxxkyaH9lqyA9k9r6LmCcg2eg7KMQxBJcrio9QfssEz0NCp0yEpn6fb9jOjejukrt9IqNYWDZZV2WLaeXjW8z52y0vli5QYuGNaf1fvzaJmYzKHaKm3/xAiAVjWARh9E2DW5GcsKcjmpbVdUVHxBcDgkRPOFR/Td0SnIuAVI8Yw0vYE1gQ34FR9poqdhgBYSEVxDMTzBTYNnEaQMVDkfxOymeZ6l9qjer7SkLP4l4OjUODwLcaihHJDzQGg8DJ8a2hP+OYpJqGImKCX1d/D/jiofQpBaoSZchyBmolb9G5BNcC6RnRTLSRSFkigMCczI+4QL2t3MlR0v57SW5Xyes5hp+1YTCAlhnXMwLNeYvX0XH55xFnePPJ6t+UXM3bSLX9fvIqegXIdo65sh7TfaMiOFu6aOI7+wki1bD7F58yHy88p12CWm11lApXf/dpTkV1B0sBzV6s21ap0jBxjWezBjwG9DHuIG1ndU73zUjsQWLFhgTtfU1LB27dqY7RqUijZiR+H5qP0l7HAv4ia3bwioIz3TVlhufAfCXmjLuqIGCoIdgEWjH+H2kW0EbG0OayBhQ7scCX6RdRZwturgDHC2RdVQiQJnw2MkqAITThtA/8HtadM+k7ZtM4mLdzFj+lpefmUOoqpy2x3TuOnGE1FlhWXL9yA6jC9lbFMDWlX3rG3YnYfXF+SEvl1YtCUHqVZAEsLHKzI1OQLk1VWzu6SUuqAWNWLVjkM4VKnBcHOGBjm3qIJbPvuRZ6ecwv7CMupqAxiObXM/LZ/WY7pg4x427ctn9r+vZOm2/RwqqTTPkQnQxjOCvq9G/bJdB2iVlkJJbR3XT5uOwyGaUTYEiAZoy4Ww9FAu1/QdyuwDO5h9aIc2eLCBy0NWBTPyxu7abQzMTCKn6ivkwBZ8sgA0AtBqjQ6dIVTvLAiur2dLVlPA/ztC8r9RKm6hSYP05D0QSNE2WXErTYmKoVbchpB4Azj7gPfbxrcR2o1a8zrEX4gqlzQMzgAoqHVfQ+J1gIDq/RaQqVMCmlRDdpngXBJKpjyYwO7iNfRJ3U6flO5kedLIq6ul2i8QCGjRNZSgBEERIai9CVGCcOt3P/Hd5RfSs0UWPVtkMaZbR+7+aBZ5RZUx5UP5BZW88tECXnvoPM6Y0B+AsrIaPv9yBd9+szKm11lVVJSgzKufXYPb4yTvQBkH9xVzcF8xs79ZRf7+2MciMzuZS++ehCorlBVVUVZYSXlRFeWFFWxZsRtFVmN6mrsO7EBCShy+ai/eGp9Wan14q30E6skToB3yiHU1AOT/U3pnCP8f/9nb+B8x5b/w9uIoPB+1P9/+qN75cJ8OG/JqH8mTZqyBgrHWGTlQ0PAmQ2zgtYJfPW3q10Y3cT4S9oxmxiAiYoOz6X2WLcusUTVigLMQUszvXl1ey9gT+yDqx+Tj93/n4w8W6eHYBEqLqtm+LY8JE/oghBRE/aBaByyKMighAcEBMxduprimlrRbz+a+k0Zx+RvfhJOPWL3yEcfsti9+whsMMfOGS5jacwAfr1hniWoRPi6C1RunwqKN+xBU+K3Xbi4Y0Z/5Rpg/w6KOZ3g6qMgUldUQlGVapyez41Cx3dtsgDMWL7SKGaauRXIihZXVoEAopOg/HztAa28B9JWo2poyEuI5rlV7rpn3PfMKdiI6JEKAEOFxVlTBLJKgIgoqI5pdw+7qxSwueIFsl0AKbiTBR4MALcQjJN4MtR+h1rzc5N+5EHc2aigXfD9HH8j6TGqLqlSDWt609mo1amg3QtwZTWsf2oFasw2BEELC5ah1nwINgByA92tUpQzBNQwh9VVqiidSJB+iWHFTJiea4FwSTKQiFE9lMI4Xd3zPKwNvY29NMXf0nMiW4iq21JWgBCQIWnTOQU3rXOnzc9NnM5l29RQ8TgfNU5Non5FKQX6FDZpFy28z50Aptz/4NS8+ch5JiR6SkuKoqfYiqqr2MGrxOhta560bDnDbZe/y+OuX0r5LNu27ZLN9wwE+f/3XaK+zPl9SUMnHT/3Iv96/ihPOG24elo+fnMGmpTujj5cOtPn7irjttcs45pQB5qJgIMRjF7/KsplrYh5qySEx5Y5TmXz9idrpVVQURaG2so5/nfEMeXtip19PzUrhgntOJ6VZMg6XA6fbgdPloLywkheufYeg/68TB/yo/b3sLyRmPWpH7QisKfKPyDZNAfMmeKGtIB1zoKA+r5owLdjaqrHa1APQDco+DsPMGyd2WDR0j1GyDavO2QTqesBZVunZuzWPv3whDz13PiVFWvrb156dxSdvLzATMRhZzHZsyaNtmwyS49waQAcVxICKZBS/isOv4vCpVBTU4PDCc58tYGDHVkzo2hlnjWoWRw04Y5R9e0opyK3kzTnLuWXMCNpIiThqwVkLjjpweLVPyWcpfrQweUH4fMF6hnVpS5dmGXrUDaIHDsqYg/qMoigq+WXVtM5IiXg4iTzm0eDePDmJgsrqiIFghAcM6tsLe8+1+okdulET8LPwwD7UkIgSElBkiWBQIiRr8Z/9IQe+kANvyGkOWOuWeBwt4zozK38alXICJUGFUiWBMtlDqSxQrvgIqjFiN8dfDoIDtfZNwN8kjzBIEHcWqvdrmgzOgOBo27hUI9JCu7RBhmJGExprT4lq7ccgxEP82Y13UYrA+zlq1b3ISilS2psUyckUhFIoCKVQGEoxwbksEE9VwMO2igruWvsll/z+EZvLCpg25hKGp3fQwVnzOhspuAU9Gcr2Q8U89PWvvDV7OYs27+ONf5zJPeeOJU5yRMg3wp+7dhdy1wNfU1fnZ/GSndx+28m8+vpU+vRpY4nzjOmBBjiwu5hbL3yTnF0F+H1B2nTK4qP59zLlurEkJMVO0FGcV87tk59n3jcrzbopt57M3W9eQe9hmnY/0kNcVVbDv89/hdfu+JSADq9Ol4Ozbz6ZSVePIzkjUetmkWzIIZnPHv+eh897kdqqOtKyU8hokUZCSjynXDmOnsd0NR/UrVZRVMmXz8xAcoiMPGsYx0waxOAT+5HZOp3jzhhKarNoHexf0ey69T+v/C+aIdv4T0ff+FvAc5vuLZEcmuejVZcWXPrQeSSmJtTbXhAERkweQstOzRF1UBo8oT+n33gyLk/9+rfkjCQGT+hPZqt0s+6Uq8Yz8pxjGpQJtOrcnL6jepKUnmjWXfSvs+l1bPcGv1eXgR3pPrQzngSPud/XvTCVVl1aNNiv3+hedOzbDqdLe3GQmpXC1c9cHPuPwLLfwycNonXXFoiSdkx6jejGuXechieh/nBRcUnxDJ80kObtm5nHYPyFx3Py5WPMcxLLstpmMnBcH9Kbp5p1591xKsMnDqi3D0CH3m3oOawLcYnhP+vLHzqHdt1bNhh9o8fQzrTr1sL8A3XFuTjz2nE43doxijp/+nyf4Z3MP2uAzJaptOmSHXMbBiwLokjvQe3N44ggkJqe0CAcA8QnuGjbJsPmdRYc4YyDJihbsgmqAjRLTyQ1Oc4efcOyPFYdQJvsVDz696/PIx2WIYQHFvXu2pLkRA+GPjIxwUXL7BQdoC3eJyM2rKzSLCuJp9+9jBc+vgqA2y9/j9ee/Ikn7v+W6V+Fb6xW27krH4Cu3VrYzom2X6plOrzPe3JL+P73Tdx61kgcomgb+BiWl0SAqQIf/baGQ2WV3DN5dDiChWW5NfqFNQ7u2t2H2HGwmPNH9TcHWzW1HCqpoFV6SnQilagICfbSPCWJwoqasBfeNkhMsNeZ0wKTu/Tg5907CQZVCAlRAB0MSfhDEr6gBtC+kJO6YBxntD6bRcW/s7e2lEo5TksZHUrUAFrxUCyLlMhe6hRL8icxAyHhKm2gnFod8/zGNPdoDWabIqWwmtQWQgcOr09ot/bp6NL0Pmol1E1DSLiapkhKZFWhJFTC/uIrcDo6k5X6L22AYEiL5VwRiqcioEXWqAu68IcczDu0lyqfwlULv2HW/h18dMK5jG7ZUYuwESuGsww/rt7GJ/PW8shnc7nltR84YVBXpv3rIlqkJUbpno2Hq23b8rjv/m949ZU5XD71bUqKqnnxtUv41yNnIgmC6XXWvrd2zZYUVHLHRW+xZM4mLhn1ONM/WMTpU4/n40X3c+61Y+0DBfUoG35vgGf+8SFvPfA1v327kmdv+JD07BSe/fFO3lr6b445pX/48JpRORRmvPUrN496iNydefz8wQJyd+Qx9cFz+HzvKzz83e107NM26nhvXrKD6wbfxw+v/gLAmrkbGXxiP15c+BBfHHiD2966mpSMJFuf0vxyHj3/Jf556pMU5BRrGWADIW57+2q+zn+b11c+wUX/Oqvp18hR+1tYTk4OkydPJi0tjSFDhjBmzBhz2ZIlS+jZs6dNG3249rdIz11ZWYnHHUfu9kPkbM5l9JRj8VZ7+e6ln/juxZ+orbSHImnWOoOP97yKw+nAV+dn/5ZcyvIrOOa0wZTmlfHFUz/w8zvzojIBDjmpP4/+eC+iKFJdXkPO5lxURaXvqJ7kbMnlk4e/ZtE3y6MGMZx312SufPIiAErzyti36QBp2al06t+eNXM38slDX7FlaXT803s/vZmxF2hhpfL2FLB34wG6DupIRqt05n36O589+i15ewqi+r2z6Xna92pDKBgid0ceOZsOcMzkIaiqyozXfuGrZ2ZQVarf0HQg8SS4+bb4fVxuJwFfgP1bD5K/r4iRZw2noriKr56Zzsw35miZAC3WfVhXXlz0MJIkUlftZf+2Q/hqfAwY25uCnGKmPfE9cz9eiByR+fGky8Zw21vaiPqq0mpythzEk+Cm66CO7Fq7j0+f+J5lP4ZF/AbcXv/cxUy+Tns1l7+viH2bc2nboxUtO2ax8LtVfPbkdHJ3FYRhWAfW52bdQ69hnfHW+ti9MZed63MYd85wAr4gnzzzE799uzIsmdPTcUtOia82PEZ8ooecHflsXLGXPVsPceMjZzHj06V8+tqv1HmDREo22nfJ5q2vb6C6ysuqpbtYvngXSCKnTB7Ac0/9RF5BpS0Vtypq+3ni+N7cd8dEtu8qYM7CrcxdvI2Tx/Ymt6Cchat267pdwZKSGxDgtovGcOaYvsxbvYtvFmxg/e48LjhhINMXb6ZWv4ZtgwX16XfuOJcurTL5cdlWvpm/gQP55Uw9ZQif/LgaVVZsEglrWLrp71xLemoCu/YWsmbdfjZuOsC/7jmNL75YwVfTlhHyBaO8zk5J4ub7T2XmFyvYsTVPe8iQJO3eLOnHTwrHzjbSlfcf1J4duwup8QVQJK1OcWjLjbTeioSedVA7NskpcfTq2JzFW/aZDww2XXik7EWf79a6GaB58iK1y5GD/rQ6baJ3u+aUVdeRV1pFQxbpuenSOpNaX5BDZZX2Bynrg0zktACdWmTgV2QOlFXYrgNTCiQadWp4WoRuzZtRpwbYV1OO6lC10AsOFcGhIDpUREnG4VCQJAWnJONyyMQ5g4xo1p6ywAFCahHJDi9pzjo9jXetnsa7jlTRR6oYIkWUSBHjtB3ynAS+XzmsTIRCIjgHQOAwvUBSexAcYSBuqrmGQ3AzTUvprZuYAY6uEFjWYLOgKlMie6lQRMoUD4JzDEVBH3vriikLJVARjKciqCVCqQ64qQ24tMgafoeucRYhKHJFz8H8sHUbFdU+zfMcQvM+h4zkQUYabtWE6Yz4OC46cTBvfbUYJaDYQkGa7UJGvaqNT1ChX/+2DOjfjo/fXmBPwS2rCEbIOVlBFLRsvoKipYqfcM5QZFnmp4+XRMGzmY5bVUjPSqassBIUldZdmnPKpcezfsFWVs7eCNjhWa/AHe+ifY/W7Fi1G6fLweAJ/Rhz7jF8/PA35O7M19tH/LhUhb4je+Ct8bNr7V6ad8jSvMon9OXBs56rV47hiXdz0QNn8e2LP1FTUUfvY7sx6IS+eFJdnH71yX+51NQGA3W9/XEk95+cntvvY+dz/xvpuQ8cOMDQoUMpLS1l8uTJFBQUsGzZMmQ9hXwoFKJly5acccYZvPXWW0e0jb8FPJ/f8Wq69e9Mh77t6H1sdwaO72u2qamo5dsXfuS7l36mrioM0Q6ng9ZdW9ChT1va927L4An96TooHGC/Poj2xLtp26OV2e/YM4bRokM4U019EJ2Ulkj73m3MfmOmHGvzjq+Zs4GPH/qKrcvsWrCMFmlanz5t6dS3PWMuOA5J92jKIZlfP/mdTx/9hoJ9RWYfQRDIbt+MDn3a0rFvO3oM68qwiQPN5d4aHz+8Oouvn51BdXmtWS85JFp1bk77Pm3p0LstA8b2pteIbuby8qJKvn52hh2iBRGn20nb7i1p36sN7Xq1ZsSpg2nXs7XZr3B/MV88NZ3ZHy0gFAy/3o1PiqNtj1a079WG9r3aMPrcY2ye6N3rc/jsiR9YGqFzS81KpmOfdrTv1ZoOvdsw+pzhuNyaF0iWFRZ8s4LPnpoRTsENCKJEq87ZdB3Qnq4D2tFtYAd6DA6f75zteXz45ExWzN1swjOCgDveRY+B7ekzrBN9hneme/+2pke/rLia91/4hXkzN2hMJQgmCGZkpzBsZFeGH9+VAUM64tI9vF5vgHffXsAPM9ZofUQdGnWPcs/uLThhbC/GHd+dxAQPpeU1ZGcm8/Wstbw67Xf8ITkMS7pm2uGSGDu4M2eO7segbq3ZfbAEt8tBSJa59bXpHCiqsB0/A8gS49xMHN6Dc0f1o0OLDFZuO0CPdlls2p3PA6/9RE2N3+JtDb/y9UgO+vVoxaC+7RjUrx1dOmWbHv3cA6W8/Ows1q/ca8ovzJtwSNbOhyhqETcEAVUUo+DZBGhzXgdjyQLNOigrkrEcs60ioevJCUMlxnTjkFpvpAzLZ5QmvCFraHnMfYgB+Na2JhxHTAsx6kS0UH36cVEdqnasHGoUQAuSiiQpSBaA9riCxDuDxDmCJDr9JDn8JDu8JDt8pDjqSBJ9OkDXkip6SRUDpIgCKY1F4vgftzolQJkSoExxUCbHU6HEUxpK1NNux5vgXBN0Ux20gHNASwFvgDOyYA4QFINGPHHBzGwpGPCsJxAyPNOGXMMq2xD1JERm/HUj06cB0KpFamUAsw7B4TrFhOL6tM5WcAZs8FxvvGfF0hZs8GybB3s7w/7kwYIhNcgC5bu/HDgehecjs8suu4xp06Yxf/58RowYwUMPPcTDDz9swjPAWWedxY4dO9i8efMRbeNvAc+jmYxD0ODpqqcvplPfdhTlllB0IFxytx+iNL885nokh8TdH92AK86l9dtfTOH+Egr3F3NwRx511bG1eimZydz76U3UVtZReKCYwv3F2vb2l3Bg+6F6n2479WvPDa9cQfHBUooOFNv2c9+mA/WG3xl59nAm33AyRQdKKLZ8v/y9heTuyKv3OF1w35n0G93LPCbFuaXaMdmRR/HB2KGgBEHg1revIS07xfxORbnaMcndkUd1me6piRgEFJfo4Z6PbyDgC2rHJKeYolzte+btKSTgi3FMBJHmHZpxy+tXUppXTqH+vQoPlGjn4UAJitVzbZFnDBrXm4vuO53ig2UU55VTlFtGSV4ZBftL2LvloG0bWl+NQC64YyITzj+W8pJqKoqrtM+SapbN2cyujbkmPFtD0AmiyL2vXMzxJ2sPZ4FACG+tn7XLdvPm07OoqKgNe6F1IEQQSEyL5/UPrqR5i1RzdzZuPMDTz83iYH65lhRFFCzAIyA6RcaN7MH9N5xsgumOfYX885UfyS2qMMHZDtLQsWUGV08azolDtIee6jof9703iyWb95nbjgxZJ6gwqHNrbjzzOPp2agnAgYJy7nzuB/YfLLOAc/i1r1kXUrjzlpOZeEo/2zp/m72Jt56bTUVxVdhrFZK1YyKJJjSroqiJw3SgNuHZMh0N0RZoNj3Qdi90k+CZ6OXaAQofF+u8Gb4vsk09/5ANQrUa3l5DA0AjQRrC59r0MhvThheaiGOgA7Ti0NtbAVpSQS+CQ0WQFERJRZQUHA7N+xwJ0AlSgCSnjxSHl0TJR4rkJVn06h7oOpLEACmiTKroIFH8c2/of0Url+soUxQqFBelcoKWZEZOoDyUoCVACcVrabd1cK4LOvEFtBIMSsh+KRqcQ1ZPs2Vah2chpGowbcR61n+ntmkzo2cMr7MxEFj3Jhtyq1heZ22ZEgZlqBee/yPgbK0De1tzedPg+UijbPzl4fm2/xI8P/+/Ac8tW7Zk5MiRfPHFFwAx4fm2227jgw8+oLw8Njc2Zn87eD5qh2l/NLtgE0bQNxjjOVb/iPZReuRIbbMp0RDt7c3oFpb21jjLggiiEG4vCGGvszkfhmCHy0FadjJ1dQF83iChkAKSaJNsIIpRSVKat02na8+WCKYcQQMiXyDEslV7CKlqWMeswyACnDCqJ/17tSY+3k1CnIv4OBeCIPDaV4tYtzvP5mU0IMnlkLjvwnH0bt+CzJQEkhM8KIrKq9MX88HsVZZjZjl+KmQmxPPQ1JNom51Ks9RE3C4HtV4/D776M0tX7YkCZ3RPllMQ6Nguk2BdiIAvQMAXIugNEKgLIPtCqLIc9jorignPpvc54tMKz4okWuQYEZINi0zDKIp1Xgp/zwZD+kUCrNG0AZlGLI90TFCupy7e7aTOeLCO2rfG91tyCLTISOZAWaV5DUR+2h4czGMSBug4j5NaNYAqGR5oNIjWPdAaQMs4nWGA9jhCYYB2BEhy+EiU/CRKft0L7SVZ8pEq1pEqekkSg3/QC+3QD2KMwYixTGoL8mHonsWWoNTvdDhcq1MCVCoBU6ZhQLORcrsyFEdVyEN10ENNyE1t0GWCsz+oeZzloIjql+oFZ0HPZml6nfVPKah7la2RNWSi5BrG79b0OIc0eZY5SNAIKalgArPN62x4ohvzOsN/Dp7/m17nevqG1CAL1B/+cuB4FJ6PzDweD7fccgtPPvkkEBueb731Vt56660jzkB4NFTdUftr2+HAf2SCkobWE6NNKChTlFcRhmwr5IsRfUwdNOTlVZCXXxH2qAoWT7MFpm3h6QSB2Yu3MXvJtjAsWgAJa50FlPyyzIMfzzF3w+1ykJEcT7OUBFITPVTU+sxlBpwJKpRW13HjS9+Zr32TPS6aJSeQmZyAyykR9MlhkFQNgFYJKSq7dxTYYzrrkTUE/SZsvsK13jyNeGyxzoM1Prb58BIbeo3vEZWOHGKuPsr03RBU+/FoSKaRFu+hosYXbmtpZ1tv5O7odVdOHMa7P67A6w+CsV3LfmCZt30PfQVDO7Whe9tsPpi3WrseVPSEM9r1IajaITOvFfP7CIiodMxOZ1DbVny+eZO+TACHqofEE7UwX6qCqtqBV1UFnIKTLqk92Fa9kaAiEXJKBFWt+CUnPtWFT3Tik5zUql58qp861UuqozmJjvaIocN4BZpwGdR9CWrDWnLz+MZfilr3UZMBWkh+ALXiuqbti9QBxHQIRodKC6oylYqPSkWlQnFRocRRISdSIcdRKcdTKcdRGYrT0p6H3FoUk6ALr5522wbOAcmeelsfJGgF58jBgqKsmoNLreAcmcjI+rs1BvdGgbM+SDA88Bc7JNcn14g0KzhbrTFw/hPtfy6281E7YsvOzmbXrl0Nttm0aRNt20YPSm2q/S2ibRy1o9ZQpI0jXkd9WQMj6qzgFhXn2ebpju3xtEbfsGUSFMLLbREzRCFcH+F1tMaGVkXwhUIcKqti/b58yut89vWZ3yf6K1bX+ck5VMaaLbkEAtrTuC00nc6/ZgQLHdBcoogtla+ihKNuRKbsNW7MQPMWqXYAjvQKC9F1okMkPj4iOk4EWEMsL7FKl5aZdkBWw98pUqYRqW++YfJxtM1KtYWPiyxRYZ6U8LL22elcOXGYPbqG8WlE+qgn0oagwPj+XRnera0l42H400jPbCwTo6IzCDx04jiSnW5EGUQDyIKapxM99bMaFFGCInJQIhjQAM8bcHJz17NJcWZSG3RTFfRQFoinLJBAaTCBkmAiJcEkikNGOLZUDoWSKZQTcaa+RYkSpFJpSrg6QGqLkHgTRnbCxs0DcadrSU+aYkIcgmc8uI5tWnu1DiH1RRDSzSpZVSiX68iXveTJEofkRA6FUikIpVJDJ9okXUhhMJnSQCJlgXjKA3FU+OOosQwO9AWcJjgTFE1wFo2QdKYsQz9PlnNp6pn16XAs52hwtv1ujWtRh2UhwnNsBWfzbYsJvRGf5vGJ8DrblinR7euzP+p1/j9qR0PVHZ6dcMIJ/Pjjj2zcuDHm8kWLFvHbb79xyimnHPE2jsLz/7L9FyQb/237w5kFG4BlNRKmI+M8R0zHegWv1uNVjfY8G3BsAWlD5xyjvU3CIcZeXm8h+tMaok6bVy1waPdemTddWeHiK0fRb2B7bK97LTdWIfImDaDAoOEdueG2CbhcDltsbGvacdv3Rxsc+s+rTmRA91Yxobkhu3D0AC4bP1jrEgHRxnSkTMOA5dLKWt659VzaNEutF5btXno7RMe5nVx44iDaZadFg3MjMO1AYFz/zgzo1Io4SbJIaSyAbIHoyJB1k3v3YFi7NrhFRzgetS4LEEyPpwghDeYUPS10MODg3LbHcGrrQeTV1lETdFEdcFMV8FAZ9JgAXRRMojCYTGEwxYxnnJX6BAmeoeQHKsgLqRwM1VCpeJEbeL0uJD+KIHia/h8TNxFBTEZw9m5ae6mDtp2Ey5vWXqlEkJojpD6DrKpUKl4OyXXkyQK5oXjyQinkBdMoCKWSF0xlr9fPwPTJjM2aSnkggYpAPJUBOzj7Aw5N46x7nK/oPpQhma01aA7G8Dgr2LTOgqziVC3h64xihWiLzMqMwa4an2AkQzHjuFs9zWD//UaCsxW6rfb/0+vcUJrvP7PvUftb2f33309cXBwjR47kscceY/duLUrPrFmzeOCBBzjppJPIzMzkzjvvPOJt/PXo6Kj937amephj6Z3raxNpTZF1NCbZ0M3mTTWgFqI8wDavM3o7U65glEiQtk8bYH74JbxPNrN4W02YjPSkml4u7Qa8YvFOnnlrKjfeO4m4OKcl1rNivwlH3FgXzN3CyZP689rbl9Gufabuwa//4cKoX7FpP2/cex43nns8zgbiikd+p19Wb+eW04/nlWtPJy0xLgzNWL6rOY1teuv+QrLSEnnn9nNpY3igjXXHgOXI+ji3E6dD4o4LxsQG5/qKrA3sTEuKx+10MKhjK4t3MQZER8ynutzcNeF4ADySw9TSGgBtejvNIkJQQAlIDElvz719JwCQX+ujzu+iNuCiJuCmMhBHRSCO8oCW7KMsmEBRIImiYDItks6nQ4qWUGR/IEienESe7OZgCA7JdZTLddEJVuLORnAfo880TTkoxE3RmzcRnh1agg7BPbKJcZ59qGoAwT2Sqrgr2B/SoDk3lMqhUBoHghnkBdPID6RSFEimOJDExsodnNxiIld2vIq6QALVfje1fhd1fi0cXTDgQPZLmsY5KLBwbw5fnTmFR8eMJ1lymefDlGqY0Ix5vq+bNIJzRvbFI0rR4KyoNnA2HnjTkuNsD7yadEOJkmsIkb/VyLdH1t+wZZCgzSK9zg0BaiMpk/+I1/l/XrKh/pfK/4i1b9+e2bNnk5aWxgMPPMC0adNQVZVJkybx2GOP0axZM37++WdatGg4p0ZDdhSej9r/V2uyJ7kxq0fvXO/6m5jCuz7JhjVjYJSO11gWKeOI9DpbPK8xZRwWzbMaQzd9OCUKnI2vagE/EyRNvWR4lL4ByVvWHWDXtjwmnTuUN3+4iYEjOofBOZZ8Q78h1tb4WbJwBx06ZfHGm5dx6qT+5nGM9Dpby+zl26nzB7jklCF8/MAFdG6dWf95M08UrNqZS1FFDcf36sBX91zEgE6tLF7kCHBW7dNbc7RUv1lpibxzR9gDHdPrHKM+Xg+reEyf9owZ0Ckc6cCAngaAevygrubXGNa9nV2aYYVo2e59FmW4+YRjyUzUwmPGiQ7ds2kZgGZ4oSMAupU7ldeOPwOH/uCaV+XFF3DiDTip8buo9rs1iPbHURGIp8SfQFkwgRTXIMY3vx4Ar1xNbiCBQ8E0coMZHAola/ApixwIeSmSa6lUvPiFVISkeywnqwm3IEcPBJd2veDsjfmE2oAJjk7h6fjY3mdZVahTApo0I1SDrGja6/SUu6hzjCc3mMGBYAYHAxnkB1LJD6RQGEim0J9EkS+RZSV7ARiXPZjH+14JchK+gJOA30ko4NBSbgdEhKBW9haV8fveHC7o34/ZV09lQufO5sON9RwZcZrFEHz163puOPd4pr9wJZeeOoQkj9uuc7ZeF/r11Kd3G159cypnnj2EjPTEGLAcAc6qSsu26Qwa0QW3O+JhxuqRNqsa8DpHzMf0OseQbPyF4xYctb+pDRs2jF27dvHtt99y5513cuWVV3Lrrbfy5ZdfsnPnTgYPHvyH1n8Uno/an2d/FdlHfQAdKcuIbNukaTuYWgEwvFyIIcmweJkFSz+LJCNq/kglG4dhhpYyUjMp6POCojD9s+UAZLdM4+q7J9K1d+vwTVaO4Z3S7ZefNwDgdjuZcGIfundv0eg+e/1Bflm2HYAubZpxxcRhpCZGjzqP1Ospisqs1Vq/rNREThvag5Q4d2xwxj5dUlFLYZmWZOhAYTnZqYlRkB0JzOYALUWlps5PbmE5Py/aQnF5TXi5pU242OF5654CVm49wMJ1u8krrjRlHVZYNkOQWeodisCc9Ts5UFLBxgP5WvZFM514RCg0IxyaXhIFNzN2b8MXCuGXQxRW+TQdtN+BL+CkLuCk2u+iKuCmyu+h0h9HqT+BUr+LjRVb8MleKgMV5AdSORjQPLS5wQythFLJDSWTE3KxPySQp7gor3oOVVUIBbfiVZUG5R3ayXGjVD+NqgZRa98BsSneIhXV9ytqcCuqfy4gRMHygVAd+0Mh9ock9ofi8MtV+OVy9tcsJC/gJjeYzqFAmg2aS/wJlPkTKPfHs7jwAIq+735ZpZ2nBQG/Azmge5sNcA4IiAHNy/z+8tXaNZmUyAMTxzCua0dd82ycmzA4CzKUldbw9tdLSE9J4LrzR/Ld61dz4WlDwt5pCzgb04sXbGfr5oNcf8sEPpt5C0++cjEnnTaA+ASX+XuOlGnk7y9l7OkD+XrtIzw17TrOv2E8PQa2Q3KIxg8q6nctoHLezSdx28uXMvnqsfQa1om4RHdsj7EFlJu1Tqf3sd3IbJV2eM6TPxKe7u8u2TjqeT4iczgcnHHGGTz55JO8/fbbPPvss5xzzjm4XPVnmm7yuv8D+3fU/g9bg2HqYtnhtv9PmTVEXaQZIeYag2WrfEMUiCnZsHikY2qXadjzHHtwoBDVX5uo/+uaMKmDuVDfaBDDE2v8eVpG5ls1kyiKedNdOGsjV942AUkU8NUFyNmRF62NtI7m19UW69fkUFRUhd8fwuNxsnd/SfihwKYht3vZv5+/kVNG9EBRVEoqa7WIIk24jH5asZUJg7oR53Li9QepqvNZvnP4+EUPIoR5a3ZRXefnogmD2HOoNNwHaz/VNm+s687np3PxpCEM6dWWrbsKtF2Ncc60hC328/Ljws2MH9KVotIavpm3QbvcLA9T5rwKgqCa14+iwN68MtpmpvLv1+eys7gUUdZPgwKqBKIiaOEAJRXB0M+rArsLShkwpiU/7NrKrwf2EPQLIEkoDgFFUQiFREIOiaAs4xcVXA4HrpDMeqWM+3p04dP9M6kKFlPoTyZOClApxREvBoiX/MTLARJEP/GiH48QxBMqp1d8J5yBjewpvAC3IOOgDrcAHkHAKYh4BAdua2jS4Hpw9ASlBGpfb/zEA2rNi4Q8Z+NIupWiupn4VJWgCj5Vwqc69OLUiuLCpzopKniBDE8/+qedydrKN6hR0qgNufHKTnyyg7qQC7+spTYPhBwEQgpLivZS4fcxKKMtW4pKUfxGNA1tcKChaTaAeMWug2zPL6Ztegr+oMymvfk2qYb9bYIG0t/9sp5Jx/eiawctWdGyFbujwTkCit999Vd69GhFzz6tGTisI4WHypj/83q75jlCovHiPV+Rmp7IoJHd6Du8M+deP543HviGOZ+HMy1avc6qqvL1K7O545WpXPfEFLPNzrX7eOSS1ynKjZFjQFUpzSvnjOtP5KybTibgC1CQU0z+vmK2Lt/JF8/MjO3ZBo47Yyhn3zqRqtIaKoqrqCiupLKoii3LdrJteezICk63k5MvH4MkCXhrfXhrtOKr9ZOzOTecifeo/U+aoiiUlZUBkJ6ejvifCDyg21/ENXjUjloM+09JOg53nZF6Z4iQb0SsT4gAabPe7nXW6omCQ1t0DauXWe9vn7eU+rzQxIBzLJ/GrA0Y1Qhvqu51NpIqGDddBYK+AB+/NIebzn6F7NZp3PrUebrXWQ7fjC03QAMQFUXlhWd+5rbbPyMtLYFb/3GCTecdtd+67cwt5rGP5nL/u7OYMnYAE4f3iAnPkaPGdx4q4Z8fzuLfn87mwrEDGd2nU/3gbPEqo8KLXy3kw59WUlnj5cpJwyI8z6rtgSNS/1xd7WPd1ly6ts8iKc5tk2k0Rf/sckgEgyETnsQYMo1I6YYoqwzv2BpfIMTGvflUVnpNz7NolQXoXmetaJEeeqdn0795C6at38ivu/YgBEQIaPGIZZ+DUMBBwO/E53Pi9buo9buo9rkZljYEp+hg+sGN/JK/i2JfIkX+JIr8SeT5UzjkT+OQP42DgXT2BzLZH2hGTrAZyXFjyKlZxa5AHLuDLvYE09gbSmRvyMW+oMjeYJA9wRoOhmrI10uNkExQLjLnDzZS9gRrOOjfhyhlkRNKY28wmV3BDHYFm7En2Iw9gSz2BLLZ68/W9s2fycqKQ8wrWkOCI5UMzwgKfMkU+xIp8SVQ4k2k3BdHhddDtc9Nrc+F1+fk5sUz+eeyuThFiZt7jgS/iOC3e5vFIEjmPHywcDUXv/YV/mCIVy6bTJzgQDSSoISwgbMogxJUePatX9m9r4g9+4p48bHz6Nohyw7OlmQogqIi+2Ueu/drqirqqCirYdzEfkw4bWCUXMPqfQ4FQjx2/Yfs3JgLgCfORff+7UhKi8ccJGiY7slVZIVnr3+fudOWmIsURSW1WRKWCtvvVFFU3r5nGq/d9hGS00Hb7q0YdnJ/QkEZURLrCY2nsPj7lXz4r6/oPrQzJ00dzZQ7J3PR/WdRVVp/6vWgP8jKWesYfd6x3P7Oddz/+a08NvNeLn/0fLw1vnr7/dXsaLSNppvX6+XZZ59lyJAhuN1usrOzyc7OxuPxMHToUF588UV8vj9+7v928OyOOzJ3e3xS3BH1S0iJP6J+SWmJh91HlMQj2l58cjwuz+Efl7TsFO3P6jAtu12zI9Iqt+iY1XijGJbZMg2g/uQokXpnQcTlcZpptqOsvhB1gGB5Mg0Db7QX2pYZztK+QY9yzBKWa1jTMJs6Z2uEjchi6WeD6xjyDjXiU9tf4zvFPkz1erYFgZ+/Wkl+bhmPXPchx07oy/k3nWg+SNiyN0bIVVau3EtJWS0PPzGDE8f0YuIJfWLLWbA8PACzV+xg0ca9vDVzGfdfdAI92jZ8LRk3g7U7D7Jg/R6m/baWhy6eQIvUpJjgbH1wEFRQQirBoMyb3y3lrLH9aJWZEhuaY0TQQIWN2/NQVejftdVhgXMYnmXboLDIgYWxom0M69aWdXsOEvTLMXXRZp1FziGEBC7o25dN+QVsOVhkk3MQFMIQHRAJ6aml/T4tBNuZrYfzy6FN5NcqVAfcVAY8lPvidUlHAiX+RIoDSRT4Uyjwp5AfSMGndiPF1ZZ1VZs1eUcgg7yQJvPICWZyIJTG/lAauaFk9ofi2R+KY38ojjqhBTWhUnP+oF60NtElJ5TCfn8FAKX04UAwnQPBDHIDmob5YCDDlGQc8qdSEEim0J/MzpoQGyu2MzhtJOW+eCr8cVT6PVTrDw1evwufT9c1+x2UVgeorA7y2LIFXNFnMD2SsjRI1kFZCBoSmfCx/3nVdnYdKObGN3+gZXoyj198EqLlvNoemvRzv21bHo8+9yO3/vMrtm7L4+Wnz2fwgPZR4Gwdn1CcX8lT93/LU/d9w0evzePau07hXy9eQJJlQKE5RkE3b7WPB6e+xcG9RTxy1XsMHN2Dd35/gBOnDNf+f42EKGBCuKKoPH/jh/z84UIO7MjDW+Pjlfn/4l+f3kC7bhaJTcRblhlv/spD572Ir87Pod0FTP33OXy09TnOuvnkeu/X6xds4R/D72PH6j0AON0O3tnwDPd9dhMDxvaOeV8qyCnmttEPMu3x71B0kO81ohuvLHuM8+6cTFbbJoyjOGp/C8vNzWXw4MHcfffdrFmzBkEQyMrKIitLu1+sXr2a22+/naFDh3Lo0KE/tK2/BTyPu+h4eo3oRnJGEmnZqby26imOP2t4vS54h9PB1EemMP7ikfQY3pWk9ET6jurJc/MfYshJ/evdTvMOWVz0wNmMmXIsXQd3IiElntOun8BD399Fz2O61tuv17HdOe/u0zn+rOF06teeuEQP1790GXe+/w/a92pTb7+RZw/nrFsnccxpg2nfqw0ut5On5jzANc9d2uAPevINJzH5hpMYespA2nZvhcvj5IPtL3Hxg+eQ2iy53n5THz6PSdecwOAJ/WjTrSWtu7bk412vcPZtp9YL7WnZKUx9+FxOvmIsg0/sS5tuLRk+cSDvbnyWSdecgCfeHbNflwEduPC+MzjxkpH0H9OLlp2zOff2Sby44EFGn3sMUqzICaLIsJP6ce5tExl19jB6DO1EenYKd71zNfd9cC3dB3es97udeMEITr18FANH9yC7bQaCJPDqnHs469pxxMfQyAIgCJx15ShGTexHm05ZiJJIu85Z3PXUubTu0MxsY20P2h/2uRccQ8/erZGcIogwYEA7Bg1qH5X0wypJaNYsiQkjexKf4DLTTWc3S4qpa7aCc8cWGXRplYkiYaanNrLs2eBZwgbXXVpn4nJL4TTXor29TTJheL8lgZYtU034VSXRkk5btHyKIIps3XiQF+//hkvuOIUugzqA04HqkMAhoUpawSGa61Ed2n6s25zLe58t5uarxpKaEhf1cBFTpgK8+9Nylm7J4ZFLT6r/JYIaXV78bhGHSiq54+zR0VEyYniejTazl24nJ6+M808cEBOSYwO0Sl2dnx17C+nbpaXdGx+leY4uTodEMCBHQLW2zB7r1w7UAzq1YuW2XFts4Po81QbIuVWJk7t35fO1G7X6YERYO1kAWYCgGI4NHRJp7WlG3/TWfLpnLT49RnRtwEWtHuKuRo8TXR6IoyIYR0UwnopQPM3iBlMTqmJzVQEloURKQkkUBlMoDhnxo1MpCiWZcaQL5BQK5BQUsQVVoUpz3ijFstYnVsnx1aGoMrLYhcJQCiXBJG2bwURKgwmUB+MpDSZQEdRiWVcGPVQFPcwuWMOQ9F4E5XhqAy49Q6CTgP7wIIckFP14oMfO/mHbNlYdOsitw0bYZBpmxBPFGklDK/nFldz82g+M6N2es4/raxsIGBXLWVHZu6+EoC/Ivx/9gV9/28qTj51Dx3aZtjjsZnQN/UFv9eKdrF26h28/WMxtF79F+y7ZvPrNDbjcjjA4R2igK0pquPe8V1n683quGfUosz5dwg1PTuG+tywDLyO80Kqq8sqtn/DhI99xz+RnuevUp0nLTubN5Y9w1o0n2X+fFk/08p/WcseJj/HNiz9zcfdbmDdtCRfcewaf7XmZgeNiR1Ypzi3ltjEPMev9+Tx83os8delrpDZL5uk59/PBthei752qghyS+eCBL7j7xEcoOVTG7WP/zbrfNnPGTSfz2b7XeWTG3fX8mfxFLMZ/2l9F87xq1SpOOeUUUlNTSUhIYPjw4Xz11VdN7j9r1iymTJlC9+7dSU1NJT4+nu7du3PFFVewc+fOJq9HVVXOP/98tm3bxpgxY5g3bx41NTXk5+eTn59PTU0Nv/76K6NHj2bz5s1ccMEFR/J1TftbpOfO3XeQ1u1bAVBZUkVSeiKiKHJg+yG+fOoH5n22CDkUDoeU3jyVh6ffTeuuLU0orK2sM6f3bMjhy6ens/CrpShy+Ifca0Q3bnztSlp2bk5cggZcvjq/CYibF2/nq2ems/zHNbZXWCdcMoopd59O847ZuPSR9gF/0Jxe8dNavnp2OhsXbrV9v0sfPo+x5x9HdrtmJkzKIRnJISGHZBZ8uZSvn5vBnvU5tn7//PxWegzvQrM2GeYDhKIoiKJIwBdg7ie/8+3zM8ndmW/2cce5eGr2/WS3zyKzVTqRVlftZfYH8/n+lVnk79WiDSCItO/VmtvfvZbstpmkZadG9asur2HW+/OZ8cYcig6UmPXHnDqIix84m6w2GSRnJEX1K8kr48e35/Hz+/OpLNF1Z6LIWTeexIRLR5LdNjMmmG9btYfv3/yVJTPXIsv6ORAFbn7+IgaP600z3Usd8AcRBAGny0FNZR0/frKE6e8vpKK01gRcURJ57usb6NC9JW6PE78vyIE9RXTp1QpZVpj343qmvbuQ/EMVWoppHTJbtc3giRcuoEWrNPz+INu25VFcUs0J43uzaOlOXntvAXlFFWYqbgNcjx/ahYduPAVRFFixeT/zVu+iY+sMmmcm8/hn86j0+cKgK4W9zXdMHsmlIwcxe+NO3pi3nF2FpYzq3oGF2/aFD4zlVyyoGvt+d9vFhGSFWz+YSX5RlaaptL3KV814stq0SsvMZD55+yqee/Yn5s7aFI6+IYdjOBspfq1pfXv0a8P21ftQJdEEZxwiql4UY1oStBTckgAOgS5dm7Mtp1AH5uhMiwbUW6UrCfEustIT2ZtfFnV91GeCCi0ykvH6g1RUe6O8z7GkHIaXuWWzFErKaggG5fByIturUcvSUuKpqKprcv4IbQXgcTtRVBV/SLa/McAybZH0gHZs3B4HkkOkxh+wPYRFPSzp15UxnZEST3UwQJ0a1OqNhzJJ1aYlFVVSMVN8SyqCpNA2OYVD3nIkh4wkKUiSgkNUcDlkHKKCU5JxiTJuRwiXGMIhKjgEhSx3ErVyCU5BwSHKOAWtuMWQNm18CjIS2v+ziANJdBKsJwmLHOEHCqoSfsWJQ0ylPOgjqEqEFBG/4iSoigQUh5ZBURUJyBIhVSIgS/hlB4LqxiUkUOStIyhLhEISsiygyBKKLKCGRO2BQtYfLnRYbhWfTK03QE2dPxzZxIjLbQFn4zdnPPj0apPNrv3FKMYDk+5xNj3PIQOqdWmV7mUeNrQTK5fuDv8ulfBv00y/Ldu10HEeJ32HdmTFb1vt8GxJdmTOo13XqqrSpks2GVkprP99m1kfK66zDScUhWEn9aP4YBl7Nx2w1RsWKzydJ8HNhEtHseCrZdq9oYGBgp4EN75aPwAtO2Uz+txj+PzJ6TElJoYlZyQRCoSoq/YiigJ9R/WkRbdsbn/9ur9camqDgbrf+N9Jz739lcNLzz1//nwmTJiAx+NhypQpJCUl8e2337J//36effZZbr/99kbXceONNzJz5kyGDRtGy5YtcTqdbNu2jVmzZuFwOPj5558ZO3Zso+uZPXs2J598MhdccAGffPJJvW/HVVXlwgsv5Msvv2T27NmMHz++Sd810v4W8DyayaRnptOmeytt0MBtp5ptZFlh0+9bee2m98nZkhu1jtRmybTq2pLTbziZ0eeNCK+7tJpVv6znnbs+oTS/PKpfRos0WnVpwZVPXkiP4V3NbRXsLWTJ9FV8+vDXUZopURTJaJVO6y7NufvjG8loqUGqt9bHwR15zP1kIdNf/cUG7ACSQ6JZmww69WvPP7+41ZQblBVUkLv9ENNf+4VF3y6P2keny0FW20wGn9SfG16+QtvHkMyh3QXs33qQb56fydZl0U9uTreTrLaZTLp6vHksq8tr2L/lIHs37efbF34kb29xVD+Xx0mzNplc+cT5HHf6UBRFIX9PIfu25LJnw35mvjn/rQd4AAEAAElEQVTXPgBDl1V4Etxktcnk/mk30r5XGwK+APu3HmLfllx2rt3H7I8WEvAFo2I8pzRLpk3XFjz81S0kpMQTDIQ4uCufnG15rP51E799s0r7k7TINtzxLlp2yKbXsE7c8GR4EIuvzs++bfl89OxPbFi+B6u8QHBKtGyfScfuLTnuxN6MPLmv2S8UlJnz43qmvf87RYVVukdYg+jMrGR692tL735tGDGiC1lZ2h9OIBji6+mr+fDb5dQFQjaQccc5GDGgI2OHdeW4fh2J0x+wCsur+dfHs1m+K9cGzkbfEd3accP4Y+jXtgW/bNpJjxbNmLd1D8/OWhQ+3NZfsgrZKYm8cNEk2memce8ns9hfUI5HkNiXW6p5xXSYNkf4BzWAvuS84VxywbHcefs0Nq0/YAdoFfvNWbXesFWQRM0zbQFnVRJRHQKK+anBswZmAoqEDZzDkUYEy3S43gjhF8sa1O1ZwDYytnM0QKv1QrVtO1ZojlrWwL7YdjrGrtpkNkKMush29jcLMd9iGMcx4g2E+RYjEppF+zySiipaINqhIEgqoqQiigqiDtAGRDskDaCdovEp6wAtmyCtwXPkp15EGfEw3GGK5UAGFT2luOIgpEoEFQm/IhHSgTmkaAAdUkRkVdQgWdFBWtbmZVk0iyoLKBZoNsBZkI1Y2kIYfGVL7GazLgY4WxPeKGpscJYt7c0Bgvq1Kas2cDbiPJvAbH3AjdQ5x/I6R8Kzfm2rkaBshpqz1MUKTWfVOseob3Jc5xjwfFhxnZsQaSOkBlmg/vCXheceN/x34Hnbq02H51AoRPfu3Tl48CDLly+nf//+AFRWVjJ06FBycnLYuXMn7dq1a3A9Pp8Pjyf6u82bN4/x48czePBgVq1a1ej+XHnllUybNo2DBw+Snh7tILRaSUkJbdu25cILL+Sdd95pdN2x7G8Dzw599PXJV4zFFecib3cBeXsKKcwpJhQMNbgeQRA485aJVBZXcWhXPgd35VNdVv8gA8PiEj1MvOYE8nYXcHBHHnl7ChvdFmjyj2GnDOTA9kMc3JFHyaGyJsWx7DGsC217tOLA9jxytx+ipqK20T4AQ08egDvezYFtBzm0q0DbxyZokkedewzVZRo0Rz1A1BNmTpRERp97DAd35nNg2yH8vkD9G7CsIyk9kf6je5Kz9SCH9hSaDxC2p8NIGY4g0KZbC9r3akPO1kPk7yvW3jA0QfM8ZHxvmrVK49C+Yg7llFBaWBVuY0orwt5kY/rim08kIclDcUElxUVVFBdVU1RcTVlptRa5TUDzrppwJ5CSkcBjj5+Dx+Okps5PbZ2f2roA+/PL+GzGarzBoM0DqEjadI+O2bx/7xRb8o9P5q/lxZ8XE1BkO9jo4HN853bcMeF4ujXXZCVfrtzIwzN+Q4nh+QRwShL3njKKc4f3ZfXuXFLiPVzyxOeEfHIUQItB1fRC//P2iQwd2pEbrv+Inj1aMm/25uibtD6A0ArRGhQbUg3BBGdV1KHZIZreeM0DHfYu2wDZAoRRmu0Y8BwFzbF+bvVBsA2g1XqX2Y+vGg3gtm38sb9Vc6BoFCjHyGwZ+bBh0cDbQFkIS4GMZYoU/jTBWtIicmC99ixAjemJVi2e6DBEC6IaBdEOSUYSVByigqSDsyQqjcL04ZoB0IZXOdK7HFJEZEUkpGqfQX1eVkRCsgbVkdCs6p82b7MsmKBsl8MIYViOqU/XwBgTmi2QbJFqGLrn8LJocLZKgKy/yfAbIdX8bf7HwFmrbJLXOXwxx65vEjz/kfB0DfSPtKPwfPjwPGfOHCZMmMBll13G+++/b1v20UcfMXXqVB566CH+9a9/HfE+paeno6oq5eXRDs5IGzBgAFlZWcyePbtJ654wYQLFxcWsXbv2iPbtbwfPR62J9kcjVTQxRnODoepircPSPuq1Sgx4ttYfzoBBREFrLwjhMHXW/vXAM5Ko14m6dljUoMOQbUh6ZA1DTiDpemFR0L2oBqAIOoQY0CxYdMradKd2mTRLS8TpknC5HTidDpxOif2l5azcdzAKnBGhZUoSb154Ol2zw7q+nzZu555vZhMyX7VGHFYZ/nnqGC44tj8AH81dzUtf/R6GZhOidYAOqbgFkWefmkLLFqkkJLiZcvar1FR7wzdv/QYamb1MlbTjrTi0c2ADZ1uxHxurLMMqSYj0tkbCc6PQHDHfFJmGrQ3W9g17mQVV1yvrg/2O1Pr2bs2GrQfDxwEaBWmrt7lti3RyisqjpRrmdARkS+HPOLeTWjloqVdNLb3WPizlQMSE6ESPkxo5gCDp3mhRRRAVJEkHaR2aBUFFElUkUaFtfBqF/hIkUUEUVCRBsUG0Q1QQUU0g7p7Ume3Vuxs9fooqEFJEOiZ2ZGtlrg2WNU+zoAOzgKLPK4pIghhPuc+PosSAZsWAZisg273N9aZPN9tYQtFZvMxWXbsYAcyYIB0bnG0651hvhHRZVUxwhgbh2USDyEGCRh0Q0+tcHzhHLLPDdtO9zlr1/zF4/sd/CZ5fazo833fffTzxxBN8/vnnTJkyxbasoKCAFi1aMHbsWObNm3dE+7Ns2TJGjBjBcccdx6JFixptn5mZyUUXXcSLL77YpPXfeuutfPLJJ5SUlDTeOIYdjfN81P4c+6MJUo4U/hvbbgORNqK2bY3vDDaPn3V5ZGIUW3g647W7CYdhL+uuQyXszC8JA7UFYmzgbPEKHqqu5tQ3PyEtzkOXrEy6ZmXSLSuTqccP4t3Fq7R7VQTYNUtNIN7txBsIEudycvG4QSzdtI/VW3J1kFe1t7H6vgkCNMtKwh8IkZmp6dVPOa0/X32xXPtOqu6CF1VUFQRV0G+wxv5qXmckXaohEoZmMRKYY3mXY4Ozaap91qirbz5SzhIbjrX9dwgCsvFQ0Bg0W73M+vS5Ewcxc/ZGqmt8R+R9djklbr5iLFfc8rH2JUVjI5jXUXhe1UI+C9o5UEWQRJG7Lh7LDU9/g6rqcG3sqz4tKKp2zBVBi8Gtaj8bSZS4dfyxPPbzAgQFPT60oH2KKkjaw7KqgCpr1yWyQOvUJCZ368Gr65fr59jwTIsokoqse6NFUfdMCzAksw3DMtvzzp7fEAVMuJYEVQNpHaKN+OSCKjK1z4Vcu+pZ1EakHAoCiipwTuuJPFX5PfmBqpiwrCiCWVRF5IY+x/LB9jUUeevC8gxFQFBiQ3OvzCz2FJUSDCphUFatXuYwJIc9yZZ6E5atEG0HZ6tX2RoyssngbBkIGGVNBWdre2udWg8I13ti/prgfNTsVlVVZZt3u9243dHjj3bt0mJrd+nSJWpZ8+bNSUxMNNs0xebMmcPSpUvx+/3s2rWLH3/8kczMTF544YUm73dqamqTt5ecnEx19ZHH+f6DhHPUjtpfxA4Xtq1e58NYh2oCs30+vE5sJVYECeuguPoiYUS10V+lG4O3yvw+VuQe5NPV63ng5195e+kqFEtb68Cvwupa/vnNHMY8/DaPfDWPbQeLeGjqSSQluC37Ktj271BBJV9/t4rCokoATj9jEIIjDMWqEYnDlGbogwKdUniQoAHOhoQjYgClNflLFCDHPPb1tImA40SP9kcfmQUwlr7ZyPpn1J18bE96d2xuA+d6o2tYIUaHoqQED/fcOCEcNiyyKA2XXt1a0bVjNl3aNbNoXi1eSjOWrxXCwstOG9mb/t308HiyIQGoL/KGahk0Cv8YN5zOWRlaiDWjTdAoghlyTQxqUSTEgIAUhGfHnEwcTi1SR0DUInP4RdSAiOyXCPkdhAISAb8Dv99J0O/g9p4nkyAl4vW7qPM7zdjR1T63ls3Q56HSHy5dEnvSMbEl6c62tvpYpdrvpsrnoXNia05pcSw1RlxmvwuvHq/ar4ebCwa0ONZyQCJJiufxwaeAX4KgkR1QRPALlvBzerrzIKQ543jx9Im4ZFF/e2McG2tRzTEFggxnHd8Hh+5Nbgo4i/oy49oxIToWOJsAjB2MCc83KtewWgxIjiXXsPdpXK5x1I7AYv2X/BkFaNOmDSkpKWZ54oknYu5SZaV2b0hJSYm5PDk52WzTFJszZw4PPfQQTz75JN9++y1t2rThl19+aXIa7VAodFhJUERRJBRqXIZbb/8j7nnUjtpfwf4TGQutkg5zvdpHzFjPEW00D6GA/bW6MR/tdY5MkBIVrzliIBf66/KoSAiitWB6p2MOCBOhOhDgq+UbueDZadz85g90b58Ve3s6zK5Yu4+p17zP99PXkJ2VwnEju+kSDF3HbGiYHWGAVh2CZZm+3CJjMcE5xoOFaiSb0etOOqY7CY3FdVejpzu3zOChqRNIjveYdZFxnG0yDSUMxDv2FvLaA+cyflhXE5ybAs0GhNfV+hl5TFfOnDQwdkg5NaJEhKkb0FsLbXnCqB42WIoEaTEUrje8mh6HgyvOPAaX00GKx2OJGRwOXWeAsj1smkr/Ni24fOxgQiHZhMMoELRAtBjQ5qf2Hcjw1m2QQypiQEAICHqSEBHMZCsiis+BoiddObllX/qmtyTFkYDf58Tv12BWS8LipM7nps7vpMbnNsuJzYcA0D2xk62+vuJWU2nmSeLsdoNRAx5zG0G/Q4N5v4Tsl1B8EqpPQvWLIMMJ7TpzRvueiH4RMRKajWOiz+8+VML4Hp154owTTXAWQpZPy4OJAdedWmTw/G1nkOLx6OfFMijQGExoeVBK8Li54bpxpCXFRUTViAHO+rTbJeFySU3XOdt+T2r9Ouf6foJNkWvEat+QHfUa/3+z3NxcKisrzXLvvff+V7b77LPPoqoq1dXVrFixgm7dunHssccybdq0Jq+jtraWoqKiJpWamsbHvTVkR+H5qP097Y/KQupdbwxIjtJaW73N2kekZCPS81yf19moM9N7W0DWAGHFDBkWBlzr4C4rTCtSPTAdse7teSWs2Jlrl5JYANbQgdf5g7z45q/ceMdnDB3ayYzTbNUwK5KI4gxH1FD0cHSKJNC/f1t69WqF6kD3PhOGaesxsHq+9U+vP8j0J69gyvgBOBpL5mOB5A278+jYMoNvHrmU8YO61BPHWY2Y1+B2z/4SKqu8PHrLqVx2+nATeBuDZsMzWKeHzbr+itF06ZgVBcdRxdi2DlL9+2jwPG5UD0Q1rIfF9CRHwHQovB/nnTSAZulacqbMpHjbgDUDokWL7taA4gTJyWOXnIQkioRCig2YzSyFFoA2En90Tk7nzlHHAyAHZQ0q/QKSAZ1mtj0dpv0ibtnJXf1HAZDqjEfxaUAd9GlQG/A5Cfgc+H1aMhKf14UjmMgJLXoC0DelnVbfSOno0UKbprsTOLlFX2SfA8UnofgcqD5J8y77RQS/pHuXRU2mAfz7+HFkOxIRgwJSwALMluQnYhDKK+soralj0oAe/GvyOAs4W7zNxnHUH3h+W7aTEf068OHjF9GtbZbp/bfrn/U6BeqqffjqAnz06bWcfuYgJIGYYw2s00F/iDufOIfzrh5FQqK7fnA2fzta/4Eju+GJtzysNqRzts43Zg15nQ8nagb8n5VsCP+lAprH2FpiSTYg7HGuz7ts6LUP1xITExk6dCg//PAD3bt35+qrr6a4ODr6Vyx79tlnadGiRZPK888/f9j7ZrWj8HzU/l72n/A0N2INepuNKsuyaC10DGiO5XW2hheLAOowGKs2ALa1jQHTJiBL0V5pa7HBvQVo7V5xY7nAhm2HeOH1uZp0wxKvWTE8zQ4BxSmiOLVPA6y37ivgvptP5rNXLueC04eQnp4QDc7WkHSWf/EF6/eQW1TBneeP4ZtHpnLi4IhERar906phnjZ3LRkpCTx1/ak8e8NpNEtJaHhgoPmpsnTdXgCuPv847r/hZFyi2Cg0G5Bd59Wiz7icDv5972laKEJDtyo3UFRwOxz07N4SgIz0RPp0bxUDuLXtR3qlkzxuzj01/HozIyXehOXIpCliKOytFmS47cyRtGmWCoAcVBBCqgmCsYoUBKcs8OTkCXic2rAZJajawNIG0n5Bkz74RS7vNpjseA3w01zxCDrE4pdQvQ5Urwa4sldC9joI+RxMaNEbp6hFpBmY0QbZ50D2Nly6JTYHIKQoXNptUBiUDaD3i4g+XZLh0/ZN1d/gJnvcPDJunOl51lJrxz4Wu/K0wUbnjujL7ZOODw/ArUe6sWnbQYrLqmmZlcJbj57PySN7heU4xsORbLxR0ELNfffVSiSHyA23nsTr711Jr96t6wVnVBU1JPPZa79y8Q0n8MmC+7jqrolkZCWFwdn8/RggremcgwGZz9Y/zt2vTWXwmB5a9tlGwLlT3zb845kLGTahL54Ed3i9hkWAs6qqiJKWP6De7Lb/Y+D7v2qG1jmWrrmgoICampqYeuimmsPhYMyYMdTW1rJ69epG248cOfKIypHaUXg+av97dqSAHaufKd8IV9m8zFbQtkCxURcN0dEAGxleLAyzkR5n1S7lsACuzQtt8TrbvNR6O1sEhlj7IVnqLFDul2VkjH2weJ4dYU+zWecUUB1QFwzx75d/plV2Kv+4aBQ/vH4NT99xOs2zkk1wjnmM9EP4ynfaKOs2Wancc+E4Jh3TM+apiwwVN2/VTorKtddy/bu2YvTAzk0CZ0GFpWv2mus9cKiUxHh3GFot67BCs+Hdq6vxs3V7HgAPPzJdDxdGWLcaQ6phlLSUOG6/XXtF+djjM6iu8GogK0fAlWKFrDDM33a/ltXr/c+XEO902tI8hz3PVq+zBnVvfruU7TmFrNlxkFqvXwfkcOKcWNDolEVu/mgm/mCIRTv2IQcUxAAmLEt+3Wur1xll+sZtfL91G6sPHWJLQaEGrl4DZPXiExF8EoJPAp/I+kMFPLtyEXsrynhq+e+4gy4NhvU2sUphZS2vrFpGUW0t//hpJp6AU9uWT0DyiUi+8D6JAQHJD4FAiIW79lFYVcMDP8zFGQpDs1TPg8TuQyV4/UHKq+uYuXgLTkWwQ7N+zM1zEIL5S3cAIEkikiDglhzhhxyLHMdIuV1ZVsvP09cC0Klrcy647HiymiVrgwMj9c56ZI2cHQV898HvxCe6OevKUbz3270cd1If7aKuR+e8celOvn39V8acOYRHv7iRTzc8wZX/PguPIZ2K4XHeveEA+TnFPPzVLXxz4DWenHknZ998Mm2sabmNn6YO1Yqs0H1wJ77Ne4tn5vyTKx6bwrGTB5PRMq1BcG7dpQW3vXU1F9x7OsedPoS23VvGzlQbsY6+o3rSbUgn0pun1ps44y9v6n+pHIaNGqW9QZozZ07UMiNcnNHmSC0vT/svdTobj7a2YMEC5s+ff9jlSO0oPB+1v4Y1IvQ/3D+9esPUNX0FUdO2wYHW3bVAd6RXNxKaY3qdG9Aph4HaGiIsPHDQ5oG2bse2jtjeZ2t8ZSvEmtINi4TDCMXXYHGEodkI26eKsDWnkLe+WgKAQxKp8frJL60ytxkLmo26NTsOsnRzDsGQjEMSySko0w809k/LtKBCKKTw1bx15BZWkJoYh88fbBI4o8LaTbksXL6TdZsPcOzgzlRVek1oDkc8sEOzlihGZeuWQ9x8y6cUFFRw7DGd8XsDUZBcH0QXF1SydfNB/P4gqqxwIKfErmtWMGFaNKA6pGV+rK3y0b5VOv5AiE++WMay5btN3a3d86zaQFqUIdHhpHv7bN78ejEvTfs9nIXS9DRrIQy1otWF6mQGtm6JKAjc+cnP/LBiS1jiEATRj83zbHyWltXSP7s5S/bs58Gf5oVB2ycgeQUkr4jkFcOg6xXZfaiMRMFNldfP7C27CdUo4Tbe2OXnTbvYdLCQ7IQEioprkOsUbVs+AdEPkmX/DJB+49flPP3z77RISaJVXBL4VKSA3jaANq0/EIgBFTGgsnxTDlOf/Jw4t4u+7Zqj+i3HKsLzbISCnP/7DhYt20V1jY9uHbMJ1gXC50XRANoAZyM50TefLiMQCFFZUYfH46SitAYzzroBwREh6aa9MpfCQ+UAlBdXsXvjwdjgbNE5f/7CLNYv2g5AelYKRbmlWga/WIlKdBj+7pVfmPH2PJwuBwNG9+LMGyZo8ooG5Bq/fLSQd+/7nH6jenLeHafy4Fe3csc718TMRmtY7o48fvtiCefdNZkHv7md9zY/z4/VH3HhP8+stw9o6bzv+uAffHnobX6q+4yPd73Cs/MepMfwI/eKHjUYN24cHTt2ZNq0aaxfv96sr6ys5PHHH8flcnHJJZeY9fn5+Wzfvj1K5lGfV3n27Nl8//33pKamcswxx/wp3+GP2FF4Pmr/O9bUMHWx4jvHkGrYYdnqYTamMSUGBnTaNNCCvd7mKY70OFvkGkQCrzXjm9UTLVpgWozhlTZKhPfZ6nGO9HibAxylcHG6JVq3SWPo4PacPrE/1102ikvOGx72OBvFafFEm9kDNYD+5OdVrN56gOWbchg/rCtP3zKZhHh3zAcL+zGFV79fzNOf/8bSLTm8dstZ9Grf3H7aLV4T6/QP8zfx8Luzef3rRdx32QkM7Na6UXAWVPD5gjzy0s88/epsurRvxtmnDLBDrxV8VUwNqqBARWkNclDm11+3MH58L1PeIajRUg0UQFajitcbIM7ljO1tjpRw6FpoMaTStWM2e/YWaWmejUFoBjgb0B0J0iGVMYM6U1Jew+Zth6ip9CKGVN3zbB8EZ4J0QIPA8b06sWLnAbxVAWor/WHA9Ott9WkpoMG05IMU1U3nzAw25RRo0GotfkGHWqKWpTo8VHn9sftE1vkEJB8UllQjiSLNnYlIPgGHN7qN6A8Dsa86SM6hMg6UVDC2aycdkq1F++6S5SFi+foc9u4r4fv5G7hi0jCcqhANzOaDjnbMt205xPOvzObp52dxxqkDOWZIp/B51h+Gwm8XtPnSwkrefWkut176Dm07ZHLv42cjIVi8zxYo1h/o/HUB3vj398z5agWlhVU8//3NdO7dKjY466bIMk9f9x4VxVVsXLKTax8/j0vuPTUssdC9zpGDBN+46zNWzFpPMBAiOSOJW165jDZdw97nWAlRfnpnHq/e8qFZ1a5HK46ZNAgxxhtAQ+u8fv4W7hj3MOV6FCBREkltlkyz1hlGw6i++XsLuenY+1k9Zz1Ol4MWHbNp0SmbxNSEv68n+i9gDoeDd999F0VRGDlyJFdffTW33347/fr1Y+fOnTz++OO0b9/ebH/vvffSo0cPvv/+e9t6hgwZQp8+fbjwwgu5++67ueGGGxg5ciQnnXQSAO+//z4JCQn/za/WJPvbwXPLTs3pMrDjYffrdWx32vdue9j9jjtzGG26tTzsfqddP4Hm7bMOq48n3s15d59OZqv0w+rXtnsrzr79VNKbpx5Wv6GnDOCMm04hNSvlsPpN/scEJv9jwmH3u/aZi5h4xViSMxKb3MflcXLHG1cw6syhuOMbibxgsew2GVz3yNn0GNT+sPaxZ/+2nDZlGEkpcU3uowrQr3cb2rVON+cjBxVG6p0NcHU6pCg5hxlZI1KnrGdzUyUV1REuigMUJ6hOFdWporj04tY/naC4VWSXiuLS2soukN2guARkl4DiAtklEHJr80Zp2S6dR+45nc9fvZLnHjiH268+gQtOH0q7tpmMH9WdTp2a4YxzaPsgYZNvKDp8KxIoIvzr7V944fOFXPH4l3Rt24xPHryQLu2ambBsHDubBxrYfqCIHxZv5v53Z7Fi635ev+VMerTLtkEw2IFYUKGyxseGHQf5cMZKZi/bxlM3n0ab7LQGwdmAFn9dkIN5Fbz32RKuvPh4WmSn2CUaBjTrHmF79A6V3+ZsoVWrdHp0bxkG4wi4sQ0YtGzb5w0SF+cKt9dBW9DTLof11/b5bl2as3NXQfT3sg4wtERyMLzZY4Z24fdVu/VYxtigPCrhh15ciBzfuyO/rdttgqFoGcAoWgbKmQMOZejbojmiKLBpf0F4MJ1lUKIQMiJb6KHxQlpJcXmoqvPZlpklFLsU6rKdlvFJ5kOATfsth7dvjYqxYPMeRvfsaIlIokOwLcyf9biofDJjFRmpCUw6tpdNm24c93B0FA0Ey0tqWL5sNzNmrOXO208hLSVOT6uNeX1EZvKcPm0Zh/aX8M/rPmHA8E7c9MBpRIWbixgcuOLXzXz49E/cd8EbbFuzj6e/upFBo7vrPzYL0CqqCZ5lhVU8fe37PHzx6zx7/Qecce0JPPnD7WRkp+jdot/vKyGZx6e+zoKvl3P98H8iSiKvr3iMC+6ZjOSoHzNmvDGXN+74hF8/W8T8L5dy46uX8/qqJxl8Yr96++xau49bR/2bgpxifpu2hCEn9eejnS9xyxtX0rxD7HtubWUd/5z0JN+/MguAgzvyeHTmPby/9QUm/+Mk4pL+3AQkf9SiovT8SeVwbcyYMSxevJhjjz2WL7/8kjfeeIPs7Gy++OILbr/99iat4/HHH6dFixYsXLiQF198kffee4/CwkKuvvpqNmzYwBlnnHH4O/ZfsL9FhsHv3viRulIfxbkl1FbWcc+nN7N9+U5+eHUWi75doaVstlhcood/fX07pXnllBWUU5pXTmJaAlMfnsKmRduY+cZsFn+3gmDAHuOvU//2XP7o+ZQXVlJeVElZQTmd+3fgxEtHs2HBFn56e27MfiPPOYYTLh5FZXEVFSVVVBZXMXzSIHof1511v27i5/fmsWz6qqh+U+45nZ7Du1FVWk1VWTVVpdVMvPoEmrXJZM3s9fzywXyWz1wd1e+2d64lJTOZmopaaipqqavycu5dk5EcEqt/Wc+cjxewbOYagv6g2UcQBJ6e+wDeGh+1VV7qquqQHBITrxqPHJJZ8+tGfv30d5ZNX42vzm96cVt1acGtb16Fr9aHr9aPt8ZHeos0hp7UH1lWWP/bZuZ/uZQl01dRW1lnbm/oKQM559aJBHxBfHV+At4A7Xq2pnP/9sghmXXzt7Dw2xUsnbGamoo6U7Zx+vUncMzEgfh9QQLeAP66AH2O60Z220x8dX5WztnIwu9XserXLQR8QdMjfN3j59G6c3N8dQG8dX58tX7GnjWE+KQ4Cg6UsmDGWhb+uJ6cnQU2z/ODb1yKqkJttY+aGh+hoMI5lx9PMBhixaJdzP1pPSuX7SGEipFZMCktnnvvP43S0hpKymooKa8lLSORqeePYM2m/Xw3ZwML1+4hiBLOpCdB9w5ZTBk3gK25RWw+WMj2wmIuGTOIxHgXb/++ivKAD8Whe5odYc/ysR3a0TYthW93b8Eb0s6pUxAJxngtKlioc0SrtqwvzKfOHwyDiIwZq9aEmqABESqdMtMpLKwiUBe0rbdHh2wuP204owZ3BmD7vkLatUgnzuNEUVRyC8uZcueHKKg26UUsbzxAUqKHR646mS6tMzntvvcJRvyG6zOHJPLkNZNolpLA1Mc/11cc4Uk261SzziGJvHz32RQUV/LIm7PrieFsQGl4XhIEXn/2IpYs380nny81oVk71vZ+Wp1qxtl95Y2pzP1lIzN/WGv/ErH+ci1VT714Ab/P38ZPM9YRe2CqPmFhElUQePnli/nx5w3MnrtJ17eHwyXaHt4InxdXnINPX76cJ9+YzaotB2ztw5FQsA/qFKFTqwzeuvMcznnoY0pr6syHQfMti6WvqbcX4NRBPbhgRH+mvPa57aHS+rBke9jU7eHTxlNR5+X5X5dEH7sYx9I4N7Nvu4yHps9j2a4D9URdsdcJCgzu1JpHLp7AWY98hM8b1M859mtFl0tY52+5aBTZGcnc/+wMy0MLptTHeEDCqFdV3C4Hb715OTOnr+H7r1fpbzGiwTlyYGC/IR146LWLuXvqu+zYcCAmOEfGeRYFuPbhsxh12kAuG/YgdTW+6LB0MQYItu7SnPveu4a6Ki93nPJUg6HpJFFADskIgsDEK8dy+cPnMuvDBbx9jyXcWGTEDFUhu10mhftLaN6+GVMfPo+xU47lsQtfYuHXy+uNsJHRMo207BT2bjzAqHOO4YJ7T6dNt5Zc0fs2Du3Kr/fymHTtCSyfuQaHy8Hk6ydw0uVjKSkupUPXdn/ZDIO9rv3vZBjc8mbTMwz+X7e/BTzP+vhX2ndrR7PW6aQ1T7UFwi7NK+PHt+by09u/Ul5YAUBiagJTH5lCRos0Mlqmkd5CK05XOKFieVElv7w3j5lvzKH4YCkAbXu05vQbTyYtK4W07BRSs1PJaJmGJz4cqqWiuIpf3v+NL5783oTFAeP6MPKcY0jNTCalmVay2mZG9fv2hZl8+/yPJgyPv3gkfY7vQXJ6EskZSSRlJNKqSwtc7rA4vqyggnfu+oRfP/3drDvv7tNp2SmbxNREElPjSUxLpOsguzc+Z0sur9/yAet+2wyA5JC4/LHziU+OIyE5nvjkONKyU239Av4g63/bxNt3fcr+bZpQv1nrDM646WQ88W7iEj14Ety06JhNp37tzH55ewpZPWcD0574nrIC7Rx0G9KZkWcPxxPvwuVx4Y5z0WVgB1p11l65BwMhtq3Yzao5G5jx5lx8Xg3Wjpk4gD7Hdccd58Id78LtcdH3+O6kNtN+zHXVPjYt3cHSn9Yz94tlKPrlO+ny0bTp2gJPvIu4BA+eeBcDRnY3z7nfF2Dr6hxmfLyY5fO2mvB82R0nk5KWSEKyh8SUeFLS4ukYMdhly8ZcXn9xNjt08E7NSOSiqceRkZFIRmYiGRlJZKQn4LAMXikur2H6/E18s2AjJTW1qCL06tScy04ZSs+22WSnJSErCuW1XjKTEqj2+Xl36Wo+WL2GOiVk6ptVB1zSvz93Dj8eWVX4YvtGPt66lpsGjuD9zWvYXlZsgwzD3JLEb2dfyfbyYq6a/QNqUPPqCUFB85gZiS6CFk9hEL6/+xKWbt7Hi1/+bgM6A0o7t87k8knD+OinlezMLaZFejIdWmbQLDWB6Qs320EZGpwXBGidlUpuUUX0F2jgX8kpiiTFuymv9sYGIezgbHwmxrvx+0OEgrIOGtEAHAnSqJDgcVFX57dJNKK3o0MzmFAuiqDIkaBgn20oC6E1NXe4g2Aev8g6rPBqzdIYCdHGOnUoVkXtWVkhDL71QbR1kKfWB5vkxipL0h42IwA5QpbTaH0TLcprFgOMI6+RqHodTEVV48imQrMBxS6HRNAv6xIdY7lqfhohCSP18wkJLuqq/U0GZwOM09ITKC+uDoMyxIZna5QNRSG7dTqFuaXUm347MrIG4HI5SMtOoSDHEjLMIv2IqtMtvUUqclCmorjK0iYaniOty4AO5GzJJRgINS08naogCAL9Rvdk/fwtjbe3mCfBTfsBrXn19yf/cuBowvM1/yV4fusoPDfV/hbwPJrJOAQNKMecfxz3fHIjebsL2LthP3s25rBv4wF2rd1LyaGyetd1xRMXMumaE9i9bh+71+1j19q97F6Xw8EdeSgNDGx48pf7yW7fjJ2r97JzzR52rt7D7nX78Nb46u3jiXfz+pqnqSqpYvuq3WxfsYvtK3dTsK+owe/bqksLnprzALvW7mP7ip1sXbaTnav34NfDX9Vnx5w6mKmPTGHL0h1sWbKdLUt2ULC/8biI595xGgPG9WbTou1sWrSN7St3h73VDeiHb3jpMjwJbjYs3MqG37dSnFsa3Siiv+SQuOej6ynYX8z6+VvYvHSn5jk2LHLAoA4Eqc2Suf3NK9m2cg/rF25j54b92psGY/02LXK4rueQjlxy96lsXLaLjcv3sHPDAYIhhQY1z6LAKecN48QzBrJlQy6b1+eydUsu5WV1ZoY8o58qGaChaXxvvG48E8b2Yue+InbmFLF9fyE7DhSxr6gCWVRNCYOqa4HT0uLp2Tab+84YQ+v0FPNrF9fU8urS5XyxZRMBQTalGUluF+f06M3UngNpnZiCVw4iIHDjwhnMO7jHRg8GS/VKz+KrCRfx+c4NPLJsPkJIgFD4dbj5mlz3Qg9r25oPrzmHyY9+yP487bcUJYtAmxeE8D0vMtJFpAzDfl7rmTY7NDxvg6TDAGerV9oEmkbAWdA9yIfjbQ4fC9W27zEhOQIKjL62YyYasGyXAYWnLTCtw6rZvj6I1vtZYdjuLY5MmW5tGwHHUXVErMveNtKr3ChQ12eN3LXq8ywbfe314evBHhXFsp5IaLZeH1avstHWMo2hdzfXpZrXTBh29fVb5T0NgHMUFNfndY4AZ6NtveAcWWfMg12uESshSoywdFEWC4QbiLDx34rrHFKDLFB/+MuB41F4/uva3w6eW3VuTmleuSYtOAxr1iaT4tySw+ojOSQ8CW6bHKEp5vK4kENylJykMXO6nTapRVNNlEQUOeLP448OhGhiEhKhvrBw9fW3tLcN1qgHno1lZlsTlhuG55jRNhobMCgKiA4JWUVPQS2CpLeNAc8GdChOkazmyeSXV1u0vpGf2CQcqgNaNkvhrOG9Ka6tpbiujiJvDUXeWop9dVQrfhQHmsbZoZp6Z1GEx4+ZwPld+gOgqCpPrJ3Hu9tXgv41DEoQgHGtOvPmcefyr5VzaO5J4tkVS0DXkUZ6oV86ayIpHg9XvfktoqEUioAOEzZiLGtIM9cUL2IkGNs+YyxvTKrR2MDAesE5lrZZDe9LQ95mKwiZFgMAoj2lERWx5BrQMExbs1o2BNH6emxgHFNyEe5jDCaNgmQrfMdYFuV5xrJuY9+jllm/k3EQog5hwxbjGgjXx75GbHU2cFZj1KvRbZTwtFVDb5VpoGICsu16MTIGHi44H4bHWfv+EeAM1CfXsM1jgeEmpuCONUgw+jw1DL1N9Tr/UftbwLPrT4bnwFF4PhxzNN7kr2WHdhccUb/DBWcAOSQfNjgDBHwNe4rrsyMBZyAanI/aEZuiqA0+eERCoDFfWFwFjuh+kaHYrNMHKyp5Ye4SE6YVhybTUPR5IyQdogbOgqQQ53Syt6qED3esomVCMi3jU7iu9wg6p2bw73U/E1IVBEHVnwdUFpVs48mNc3hoyAmowJriPH7L2YsqCtqDT1Dg+A7t8XoDjO/ZmVu+/BHZrYF+fYABQj3gEXGja+C+F+s1uyrUD+AxwTqi/x8B58hoGrHA2QbNYPc22x4oVLun2rafsQAiXDf8+K4sX7RTq9OvQ0ElfE3KmqZcMA6CKOjHTgBVpVOXLGprAxQUVoIgaO1skUyE8DZ1uEUAVIGUFA9Ol0RJWY0GxKJq9hFUUPXrSpPcCKb0pnPrTHYeLNaXCZY2GtdY5w0YHti1FRv25REKKeFlhPtrX9x+mE4a2I1f1u6IcfIjj6f2MbZPJxZu3IOiWN8IxIBlvb55aiI+X4iqGp/92rC0jXxr4RAElJBie5gyr58mepvD15hq9ouC6CMBZ8P+k+BsO86HAc5HYE32Oh+1o/b/wf528HzUjtqfbn80Bo11gJZusSDa9ircCDUnoIeeIww2ooogqgiSik8N8N6uFYj68GjNua4S73DgcUFADWnwDEiiQpLTxXHNOyDpnv0rew9ift5uXesqoojQo0UzbjvmWEKyQnyCC3e8A783ZEJIQ4OrVMu8qlpgD+yQa5kWVMugQmMbllkNFo2Z2OupF4T/BHAWTKgIA5IJLib0wNjxPVm5bDe1VT47UJv7HjEf+bJIVbn8+nFs33SIirJabYOipW9jMC0KnH3ecBbM20JhfkX4GpP15sb1ZBxwHbgNiL7m0pH88NN6SkpqTImCBrPa9WiHY9Vc571XnMDVD36OrKqoghpxjcfwSgPXTRrBvz+czaGSShtUG/216fCxaZGexNUnDmX2yu3EslgPY+P6dkYNKvy+YW/s6wZs10RWUgKTTunF0x/MiwDn6IgsxvLLLhjBR9OWIFsjZajYtM1Wb3NmRhJVlbWEfKEoaI4G5YbBOXxdRrQxj4GKkT1Qm60HkmPV1QfODaXajtU+cv22hv//5Rp/FxPUGNf4n7CN/zVbuXIlq1atoqKiAlmOVgIIgsADDzxwROs+Cs9H7a9hitJgohRVVRuPyakqNFVucjgWJTmobxOCvW3kq3Jriu56X3EbYen02M1Wr7MoqhoY65+iqJp1ISGEJCq4BBVJVJFEBVFQUYUAD2/+nBsCEzm9zWCObd6Bns0y2FpaYkZHyE5JwCVJIEG7zFRqxSCCW/cuR+g+TQix1Ed66FQs7dSIacKQjRr2oFqhWaWeP/L/NDjL4WlUaJGVQlZmIps2HYx+1d4Eb7PTIfHIU+dx782faXp+G3REXCoxwNrpctCmQzMmnzuEj1//TaNV2XItmd5my7Z1rzBAekYiY8b3Yt/uQlYt3W3x9mqQbOHvKG90z+4tmHRSP2bP3axBmelZ1mC2PpA+bWxfenVuQZzDQa0vYPNIG/0jPcuDe7ZhULfWtExJIr+g0vYbCbez7Ctw8sDudGqZSWZcPGXVdfYHqhgmqNC9TRap8XEsXhMNz+Y5sECJx+HgjDH9+GneZrbtKWjSddOxTSb/uHwMr7w5LzY0R3ibVVnhiWfO58G7vsRb428SOPcZ1J6CAyUU51WY14pg9S5HgrOqRdZQ5CaAs/U6PBxwrqe+yeD8n7D/I+B81A7fysrKOP3001myZEmDb0H+CDz/7eI8H7Wj9lc0qwY1arCTdT6WB9pIYAJ2r7MBzqKKIIIgKoiSgiQpOBwKDoeMU5JxOUK4nVqJc4aIdwaJdwZJdAaIdwZQxUqe3vY11618j9zaMq7oORiHK4TklhHcCs0Ttbjbc/bu4rlVS7S40C4jLrT+6cSMEa1JTMJFddjrVClGiYxZbX53IVqPCzRLTSQzJTowfn1QbQCOCFx/3vF0bJVRLzib8Yot4CyoUFBQwR03nsTlFx2HQxCjAIhYWlVLhISDOaX0GdCOex86Q5MmK1ox4zMbxfAGmtCjzbdsnYYkiZx6zlDcbkfYa6j3iUy2YkuyoqpMPnsITqdEu/aZGJnpDM2tEcHBlvpZT8whAbfceCIAcU6HFpM4pIRTRsuYAGjGiw5BWpyHay88XuvncERnMAxZs+xhxju+5nQtW1iL1CRLIhGiSzA8fcrQHgAM6tjKVl9fiRMddGiRzoje7Wlt244atU0j2kyc5EAUBe68YjwOVQ/raPkuZsZGI/ScrFJUVMXZkwdz2ol9bam1zayTsnYejONfXlRFenoCz71+CampcZbzoGjnO2peIW9fMa9+dxPHn9THDs4NeKX7j+jCOf8Yj9PtaByc9fr07BRbLP0/FZz/E17n/0um/pfK/4jddtttLF68mFGjRvHBBx8wd+7cmKm5f/vttyPexlF4PmpH7UgsUpIRo97udQ7P26INiIAQBma711mbFiQVUVSQJFUHZw2anZKM0yHjcYbwOLQS5wzicQRJcAZIcPpJdvlIcvpIdPnZWr2Ni5a9QHmgkuwkFw5nCMkl0zwxkR3lxdzy+08aLFuTqxjFpaIYCVicKqrTAtKSHaRNoJZgUJfWuNxS4xAd8Xq/tLqW564/jfsuHEebZqn2Yx/pDTQOt6rdkzftzOOTpy/h7itPIC05PgqcrZ5Bm4daVpk9ZxOXXHQsL71wIS2ap9pkGtYBYDa9qg6hB/UIN8eO6cGNd01sEJTNYkCwAm3bZQKQnBrPhNMG2oDd7BsJ1DpUe5wOJp45GNDWYwU4QVbqBWlkldMmDaBLFy2EpMflsCT5MKDRDtIGvF9z8fGkJGnJhOIkhwWYVTMpigHTRv3Q7m3o3601oEkxjEQlseFWy2TYtXkGnVtrx2ZQ19b1t7WUbi0ykUQRURQ4c3Q/O1zLlu1Z9i3OqQ1K79GpOZPH9rUDc8T3N45HSZEWgu3mG09kQN824WMeMo67cR7C0xvW5NC5WwtefPdyWrRIMaG5PplGaWElOzYc4J8vXcRtj52NJ84ZG5zBvE7W/b6d0ZMH8fbC+znulP6NgjOqQm21l2dm3sWl/zyDlExLmuwGwFlySJx27Qm2bIKNmqrgSXDXs6iJBHfU63zUGrAff/yRoUOHMm/ePC699FLGjRvHqFGjYpYjtaPwfNSOWhNMbUwyYm1j9aIKEcWy3IxqYH6q2AZx6eAsiKrpcZYkBYeo4HTIuBwyHkcIlyQT5wgS5wiS4AiQ6PST6PCT6PST4vSRqEN0gjOAQ6rl/X2z8KlVuF0hnK4QbofEVb9/Ta3gQ3UpqC4lnKXQpWctdOow7TCAWkXRsxuqTovHWYdiI8KI2+1gwYPX8PRFpzCuX2fNoxpDthI5OExWVJ7/eiFnj+rHd49O5fGrT6Fb22aWgx0t1zBs8erdbN9TyOkn9OPrV67kkjOH4XZKjYKzoMKcuZuRZYVePVvx9tuXM26skWKbsLdZtXgTzXqV6nKvrlWGEyb145xLRtQLylEeaUWhTftMZFnBW+dn7Cl9kUQh2tMc4W02YOmESf3w1vlR9PWYyxXFFmM4EqTTkuI44cTe2kBZwON0IIRURCv4KWh1FpDu1jGLvj1bm8c8zulADNo9tMa8Bp8auJ4zYQCV1V4AmqfH8AjracEli3d5wrDulFXW4gsE6delVb3eZikYLt3bZhEIhggEQxzbvwNuxCivs2CBaEFWiZO0OO2KonLy6F6kxnvMfTeBOaTo31GbLy7U4NnhkLjpxhPJTk+yeZqt0GxA8sZV+wBo2SaDFz68ko5dmocftHRvM7L9IWvO16sAOPGcobw681a69mltPgjFejhTVZWPn/mJ5m0zuf+9q3jmh1vp3Kd1uB1EAbW/xs/Hj33P+XdO4pPNz3DzS5fSupMlY18Mz7Icksndkcfba5/k5UUPcdq1J4QzyDYAwp37t+elRQ8z9aFz6TGsC6IoNArO7jgXk6+fQN+RPXDHNT3bbEpmEpIlBv/f0QzN859d/lfM6/UycuTIPzX9+lF4PmpH7UhNwBIqT/uwa55jfEYCo9UjbQ4cVLXQdPpAQVHU9M6SqOCUZByS9umWZNyOkAnO8Y4A8Y4ASU4/SU4fqU4vyQ4vqU4vKU4fyU6fBtcuPwmuAHGuIB5XkMc3/UxBsESTcbhk0AFaKyq9W2fTISudpES3BtKGd9kC0aoRKcTwOusQ/fvuHN5ftJpT+nfjxUtO5feHruXRCyaQEOeKGkQW6X3esCeP7xdtQhJFJgztzuNXT6Rbm2a2P/lYOmdBhbe/WAxAfJyL0cO70r29kc7bDs6mp1CvKyupZtWqvQAoikJBXrmmy470NqvYX5/rXsMD+4rJ3VfMto25fP3+4qZJN/Tp7RsO8NaTP+H3hbj9krcR1Po9zZFQPef7tcz4Yjl5uWU8dNvnxLkd4eVy2Gsd6ZGuLK3h8Qe+QxQF3nh5DgFvwC7rMEBa7yPqdbu3F/DOuwsIhWSef3k2TlWwe6ZDFulGMAzSDzwxnZLSGj7+Zjlr1u+vR7ZhB+ovZ6zmx982s3NvEQ+/9BOSrCIFo4u1z45dBTz1xhwUReXy2z9GityXoH2/xKCWkv3Vd35DFAUefmI61eV1GiwH7cCsHQcFIaRSnF/Jpo25ALz5ylyKCirrhWZDjrFx1V4URSEQCDFj2nL278gPn2fbNRV+0FkxbwuVpVq68ZpKL7VVXjs0axesOa2qKstnbWDXhgMA9BzSkf7Hd8PhlMLQDUTqnFfN3cTC71bi8jg5ZeooHvrqFjr2bhMNzhZv9NrfNvPFMzPpPrgTN7xwKV/se5WrHj8fMVYYU317m5fsYOZbc7ng3jN4adHDfHnwTe7+6B90Gdghuo9ufm+APRv389iP9/BD+Ye8vPQxrnnmYo47Yyguj7Pefp4ED2+ufZrXVz3Jne9fz5k3T2TA2N4kZyTV2+eo/b2tf//+5OTk/KnbOArPR+2oxbJYT6yH8xQbNSBQqEfvrNrkCzG9zqIu15BknJKCS5JxSTJuKYRbCuGRNKmGAc1JDh/Jeklz1pHmrNMg2uUl2eXVPNMWgN5WsweXK4TTKeNwyYg6QONSUJ0Ksijz4eQzWX/tP9hx0y0sveYqfrjkQnq3zraE2SMM0Xqd4Yl+6/eVzNu2B4B4l5ND5VXUBALhGMC242XXjr/y/SIqarzIioIkitToCYPsSUqweZEBVm/Yz9rNuRQWV9GuVTqSIMQE51ih6H6ZtYFfft4AwJixPfVscxYgsnibI1+3v/H0Tzxz/3f0G9KRnn1bNy7d0L2UKCrrlu4mZ2c+qekJeFwO5ICsLYv0RMaQbwS9AZq3SKMgt4xNK/dpcfD1NoKi2EFatoPZgAHtqK3x8cOXK1iyYHtYimJAs+5xtsG0rDKwXzu2bctj5ox17NlZGPZMBy0yD9PrrE1LCrRrnc6OHfksWLDdBFgpoERBrRTQwLa6pI4ElxNvXYADe0sQ/fVAsKXs2JpPYX4lHreTBMlBqC6EGDS+i90jboD+okU7+P7bVdTU+hjUp50dlkOKCcxCSDH1zfv3FnHf7Z+zYukuTj9zMGKofmg2zkdFSS1vPfUzX7y9gLOnHkdSSlz4PFvahbMMKoQCIeZ9v5of3ltIt35t6dyzVczrQdWLAcOfPDWD6vJavLV+OvVugxI0RqAqUeBsaJbfvOdzairq9GYqtVUR4Vpj6Jw/fuRbNi/VwggKosiOVXvMtxnhxnapxa+fLmLak98DkJKZTPuercndnkdDtnnxdv595jMoikqPYV04+7ZT6dSvvT3hVoQV7i/mnpMexR3n4sRLR3Pd85fyyIx76H1c9wa39Zcy9b9U/kfswQcfZMaMGSxfvvxP28b/GXg+Uve9w3n4AUlESTys10qGxSV6jqhfRst0Wyrwplr73m2IT4477H4DxvU202U31ZxuJ6PPPYasthmH1S+rTQbjp4ygZcesxhtbrMfgDow/ZyhtOmcf1rkfdVIfTpw8kI5dspAcET+PWANidDvn1EGcOLIH7VqlIzZxe6IgMLFnN9qkpER4o1XTk20ESxAEVc/xouISteKUZFxiCI8UIk4KEicF6bPuIK8O+pznBnzN4/2+Z/iMPaRIXpIdPhIkP8kOPx2KS/h51CvMH/c8yyY8zfWfL8DjDOFyhnA4ZSSHguhUEJwKOBU2VxVw6g8fs+hgDk5JonliEs0S4unSLAOPR4rSMZth93QdtwLc8/Uv5JSUs3D7Xq4eO5SXLzuN9MS4mJINwwQVKmp8vPztIh54ZxYllTV8cP/59GhneJGJAOgwCKPCO9MWcfvD3/Dbou089a+z6N2tZaPgLKgqyxbt5K1Xf+XJR6ZzxjlDGTOuZ5REw+pttsLx3m0F7NyYy7rlezjvipH29hGwHOuVe/5+LVtnizbp0X2ViBLxar9F6zQKDpWbXmmbZtoK0hHL+w1qz8a1+1GDShiaGxtsGFLo378t69ftj/ZMW2QeBlALirasfct0HA6JvXuKLJ5qo1iBW19fUPs0U6TLapNLaXE1AJkpCeH1mftoQLBi2U8VNaiwcUMuA/q1DcOyMfDPMiDQGJBZV+XDV+1j+pcrGTqii03DHAnN5hsIRWH6p0v5+r3fqaqo4/JbJtjOo7mNiPP/zZu/8dZD3/PFq3O5+ekptO2SbXuIijUwcOXcTbx+7xc8cP4rDJ/Ql5uevygcI9zS1jrYryy/nPcf/Jrn//E+NRW1vPjbA3QZ0F5vH1trrMgKT0x9nYriKma8MYf7p93E9c9fgtPlMPclln304Nf8/s1yinJLyW7fjNdWPk6vEV1j/yHo61kzdyOPnf8ickjGV+fn3DtP4/JHzycusf4kIqV55dw+5t/sWZ8DaBKQs2+dRL/Rverf1lH721pBQQETJ05k1KhRXH755bz66qt8/PHHMcuR2t8uVF2vY7tz2nUT+PXThayZu7HJCUJOuWoc/Ub3Zv4Xi1n9y3qCgVDjnYBrn7+UtKwUFn6zjJU/rW1SZkNFVnj0x3upKa9lyQ8rWf7jGmoqahvtp6rw3tYX2bthP8t+XM2KH9dQVlDRYB9BEEhMjeeDHS+xdckOVv6yjlWz1pG7Mz9me1EUcLqdON1Oug3pzJtrnmb7yt2sm7eJNb9uZNvyXTEzI3ri3XgSPXgS3Bx3+lCenn0/+zbnsvH3rXrZRmVJteXLKDhcThJS4klIjSchOZ7Trj2B+z65geKDpWxeupMty3ayZelOcrbk2rwUngQ3yRlJJKcnkpyRyJWPnENaVgqVpdVsX7WXbav3snXVXjYv3WlGADOOQ0pmMikZibTskMUtz12IJInUVnnZufEAO9YfYN2SXWxcoXlBBQUEp0hqRiJpzZJJy0qmQ9fmTLlqFAB+X5C9uwrZuT2PWT9tYPfuQnMfnQ6JtIxE0jMTSW2WSM+uLRg/UosIUOsNsOtAEZv3FfDpb2sprKrRjwlIokBSnJvEJDeJCW4m9+nBC10mUlBdw+r8Q6wqPMjKooNsry6McgSY90Tg6f7XcNCbz8rSVeTUbcclhnAIMk7Bfu48YpBEyZ5KPk6ye2kcoubNVlXbbRVFj4ShyiLlch2XzvmaOwaO5Pr+w9hYVMBDo8fxwMgxzNi2jS82bGJ7QbHpVTfDzukhx2oCAW78bCaBQIg0j4cnp5zMd3dczANfzGXx5n3mF7NmLzQ+ZyzejAORhWv28Og1p/Dmvedwz8szWLFhvwWWVezSDZVN2w4hKPD0K7/gdEg8/dA53H7fl2zfmV8vOKOArChUB7ysWLKbzz9azG33TGLvjgJy9xWHH6Csg7vABtOoKl+8vYCn3r+CDl2y2bezwK7/VOuZBkoLKggEQrRok86erYdo1Cx/f81bpbF++R5zncYziaroU6J9W8by/oM78NVHS8L9VEDQNKhG/GhUzAc8QYXU9EQ6dszitZfmaN/bCHWiWlasv0mwvhHo1DYTrzegQz52941tsK39iSre46Km1qeFS2yKqSplJdrvLiM1gQP7SsLfzWyjbyrimlu3Nocp5x+jPXgYfSxtBAukGsvWLN9NXm4Zp509lLef/8XcB9t1YatTCfqCvPnYDB5+6zJ++WoF29btjx2CTt9WuT448ZNnf6Z7/3b8863LueWUZ/DW+mOCs2Hzv10Jisq/L3qNR764CV+dnzfv/SImOBtw/PMHC3C6JBZ8tYy737+WZ3+5j8cufoWVv2ywHGL79VS8v4R/nvoUu9blsG7+Fu545xp6Du/Coxe+TMHeQmKZIis8fdnrnHjpKBZ/v5IbXr6c5xf8m+mvzeb9+7/AVxv7frt0+iqemvoqcYkeVBUue2QKEy4bw/v3f86cDxdE7RtARXEVd45/iMd+uo/vX/6Z0eeN4Nl5D7Lut828ff/HLFgWc1N/CTsa5/nwbOrUqVrYTFXlww8/5MMPP4xyohnhby+55JIj2sbfAp7f3fICoiJRV1lHbZWXoScPYOwFx1FWUMFvny/m108Wmk+UoL0C+mjXK/hqffhq/eYPsFP/9oyZciw1FbUs/n4F8z9fwvr5m00AHzC2Nw9+eycBf5CgP0jQH8LlcdKsdQYjzzkGX52flT+vY9G3y1j+41p8tRqUnHnLRC596Dw9JbeCHJKJS/QQnxTHcWcOIxQMsWHBVhZ/t5zZHy4wMwne8d71jDpvBBD+I3J5XGS3a8Yxp2kj53es2s3MN+fY/hBeX/0UHfq0jfKKDzqxH4NO7Md1z09l3+YDvHn7R6z9dROgpRr/seaTmJ70XiO60WtENy564GzWzdvE67d9SM4W7cbddVBHXln2KGKMGMwderehQ+82HH/mMBZ8uZSvnptpwv5Jl43htreujnk+m7XOYORZw0hIiaeqtIaDu/LN127/eO5iTrtmvK29ov+hp2Qk0aV/O3K251FWUK4Bt66re3bG7fQa1tnsEwyEzBtPQnIcLreTQ/uK2aFrAA37ZtVDxCeGvfbGgC/Qzsm+PYXM+XEDe3YVmNtq2SKNT6ZdZ7YLyQo1NWFA9fmDrN1+kO9/30RxZQ04tJvn6D6deenK02Iek+ZJiUxK6kZGQhy1coD9dWXUqTIqcHXXY7my2wgCSpCAEiSohkh1JjAgrSunthxFeaCc9eUr2Vy1mDjR/v3SnRkki15bXYY70TbfPbkVt3Y/hdbxzWkb34yLF7/HoWovyAIKovaUIQvIwFNrFrKpuIBtJcWUzpvFaZ16cEHvfpzVqxfDX3tLj/WL9k8cESB7d1EpggIHlUrOeeFT7pg0kjsnj2T5tv3IQSMKgOVP3MIBIVVBVhTueWUmd140hnNPGMDK9fstsGzpa0wr2qeiqDz+3E88ePdpjDy2Kzu25dULzmFPn1b34dvz6dKtBd17tiR3b5G2Q5FRESLrgA0r9rD01y00a57Cvu350W8t6gFoRYX5M9bhrfHZ2xgJTRqwHZsOsmvzQTt8GXIVPWa0GS9ajxUdn+hh55aDrFuxRwfx8DIzxb1sT8SiCgLJiW5Wr9zL1k25ZrIOY7NmQpYIkAbw1gWY++sWLXFL5HGwXi4Rfze7dhdQWekNJwZpyPQ2/roAvy/agd8btEF3JCzbYngDa1buZUD/diTGu6mt8dnbKbGAWkWV4dtPl9K2Q2aD14VN1wysXLCdBT+tp3WHZmxfk1MvOFvrlaDMk9d/wBNf3kibztnsWL/f9r3ri6ix4fdtPDr1Da56+BySUuKpLo9w6FjlGIpCwKfNP3rhK1zz5AWceePJJjzXFzt317ocAJb/uJbrh/2Tf356I5OuGse7906L2R40LfPMN+cC8Mh5L3DcGUO58ZXL2bpsJwu+shBthPd6/udLcLocBAMhFn61lAvuO5MbXr6cbct3cmBb7AfP6vJa7j7xEQRRYP4XS+g6uBOX/vsc7vvsJt7s+Ey9+3jU/l72wQcf/OnbENT/RB7NP8mMvO5PXfkS6ZkZJKTEk9E8jROnjjbb5O0pYPOi7fz49ly2Ld8JaK9kjjtzGJ4EN+54N54ENx16t2O0Dqo1FbVs+n0b6xdsZukPqyjI0W6K6c1T6T+2t+mZdbodDJkwgCEn9UdRFHav3ceaXzey7teNbF6yw4TgNt1a0ql/eySHpBeRU6+bQJeBHaksqWL17A2snr2e1bPXU1FcZe5796GdyWqbaXpZBEHguhemktEijW0rdrHipzUsn7mGPRtybMdl4Pi+eBLcKLIG6u54N/d/cSu1VV6Wz1zNkh9WsmbuRvxee5rwY08fQtAfIuALEPSHaNO9Jbe/cx3bVuzi92+Ws+jb5RTq4baMZCPxyXH0HdkDb40Pb432MDLy7OGcdfMpLPpuJQu+WsqGBVui9G3N2mTQtkdraiu91FbWUlNRx5WPTaFjv3b8+tlifvtyKeWFlfanQVGkXY9WpDZLoqq0lqryGqrLa3n653soLahgzqeLWf3rZhTzLq3fYUWBboM6IEoilaW1VJbWoKgqb/x2H0t/2cjsL5ZzYHeRdpxFwdBBgCDQd0Rnamv8lJfUUFFeS4fuLbntsbP4+dvVzJu1kVpvAEQRVdLjEYsCDreDvgPbUVZeQ0l5LRVePyee0JsTx/bi+7kbWLBuDyEUFIdgptpWJEhPS6Bb2yyqgn6qgn4qg36uGDmYkV078P2WrXy3aysHvZWoThUcmmxCdCr0TM+gd0Yz4p0i8U6JBIfIpFZDaBOfjazK7K3Zw+6ajRyoXUvSovlccHlY5yW/9yarTl7H3pq1CFIXeqddQs+KTkgdu5htvPffza7bryCntpi91aX8cGADxd4gsiwiyyKKLKIoAqqseaEJCaAICLIGZIIs0Co+ifyKGj1jHxo0KII5b0a6UOwl3unEa8CNSji6g6qvwwLBRtISQQGnJBEKyGG5htFHNfTJ4WljPZKopVKuL5GF6b1WVPvAQFQtEoB+724MnCMBybQGPM6NQaEaa/AV2D20sabNAa32T1NbLlL/8nqXhddrjTAT1ca2H5bvYtvPxuubZPUcvqg3GdY6K4tZve4NeZkh4jxb1hnrmjDaWcCbiGslKlOgue5YIB0GY0EQTMdCU0LRGSaJovl2MWYs58jrVq93up3mPS8KG+q5fiVJy0gZCka/zWwoukZ8chx1VV5r43rbWi0pPZHqspomtbVaQoaH6cWfUFlZSXLy4UkS/0wzGKjvZY8jueqXpfwnTA742PjBfX+5Y/BXtb8FPI9mMg5BG007+rwR9D6uB5sWbWPz4u2U5pU1aV2T/3ESrjgXG+ZvZve6nPCfTiM25Z7TydtTyPrfNlNVWt14B8DpcnDmrZPYMH8zO1fvbfK20punMuTkAaz8eR3lhRVN6gPQrmdr0rJT2bRoW1hy0QTdbZeBHagsqaboQEnsBvVk6+vUvz0Hth0i6A8i1HdTj9G/VZfmHNpjf30XCc8RC5EcEonpiVSWVIfbmkAgRswLZl1ckgc5pBAMytp6DWCOgGc1Yj4uyUOdL6THWNagGVHUomFIouZ5EwU9JrM2rTgEPIkuakMhFIeAKgnaADr9U9XjIKvWeT28W/vmaeypKtNDwGlh4VSHCg7VhGfJIeN0hpOhpLklruw0hl01O8ip3YIkVJHg8JMk+ei+Jo9zp641D2H561eReu3rbC59ljhndyQxHc9BLy16nmS2+e6K/nx62XDqQi68ISe+kAN/0EFI0eA5FJLCAB0SUWUB9CLon1roL8ECzgY0x6izLScKnK1eYwOKrWm0rXUG8JrtI8E5sl1j4GzUy4pd43yk4NwAQNuAuaG/4Xp+y1FAHQueI38zMZbZQPqwIRvb+huF6cj9rA+qretoyBo6bDYwtPaxgHJEXVO8zMb6ouC4wfqIa8LYhwZkGtF1drhtavKTmGm4rf2t67b2j6yP1S9infaGDd/3DisZyn8qrnM9v7OQGmQB0/9y4HgUnv+69reQbVhtwZdLWfDl0sPuN/21X45oe188+cNh9wkGQnz51OH3KyuoYPYH8w+73/6tB9m/9eBh99u1dt9h9wFsEpnDsUMW6UNTTQ7Jdi11Y6an6PbW+sOvnRvtY9wxBbx1eophm0tMDa9Hh6vIO7vXFwSHpu9UwXIT1iZjfQoq7CspBycYkoOmPMr6FR/v75tBotNPghQgyalpnd1iEFeE5plZn1JZnEvvuLEE5FX4lRp2HfgBa0oDl6jikUIoqoCiCqh6EeTwzoQAFREkBVXV0yEqAqqoAa8qCmHAtA4CNHTPsb6IGntasBw7qwwjus4+QNAeTSM8bfUoNwmcbfNqPV5EY38iYTpi3uhjfLeoCASNAHQDco1I/a8qgsMpxfTyIVuu4chnVKO/Ypd0NCb5MFODx5B2aBppfd8FC6jqdaIooChqhGrDso8x9tPhEAmFFDsIN2CSKCDrkryGQFlbbgdOm5c5wlMd9bCkLztsaI5sW18fCA8MJBJ6/z+Dc332VwTnv7NZ/gP/1G38j1lOTg6fffYZ69evp6qqiuTkZPr378+FF15I+/bt/9C6/3bwfNT+h01Ror3Pf4bZYCbCg2cFZdBumHp8fUFV7d4x6x9a1M1ZAw8VIaqNCclW8DO6qYIJcer/Y++8w6Mouz58z7b0HhISSCG00HvvvUgTEOyIgGJXbIANFURQUeyIIFhARRHpvffeS+gQSICEkF52d+b7Y7bM7s5uNqiv5cvvuubK7szTdmYyc8+Z85zjtCilESQ0SOg0Mjj7aoz4CiZ8BUdXnbAlhbBkJbASH8AHaOK0O3SCHKlDhmcNkgWiHXeZYGFGOW21JAmWCWiW1/ui5Yc5hZqzfXPyfXVs3M3+dABmyXF/KSBaud3q2uFSzuqC4QU4O8baVbMslwJKTuDjLTA371yL3euOW3604FpWKRWorlI9hojoYPZtPiVHOnEnG0hbQVdCo9XQ6Y76rFt6yAMou4K0RifQvkttNq45an8zZANlyweN4zkB0LtfI5Yu2u/6bKv8LtrLazUCAwc0ZcGPuzz8MEd16FSLwwcukpmZpw7K4ACUggTtOiWzZf0JdWAGF5iOjg3l+pUslW0qACw5uWio1XHe5q21WVnvfwnOahD8T4Vdb8G/XP8JTZ8+nZdeegmTyeRw7v7666+89dZbTJ06lWeeeea22/9/E6quXH+NymRBAPev+DzW+RMuxjYY8tC/88VVCdkON18crF82S6nFdcChvOKvAwDehiQLSVjBWSNI6AURvSXKhl4wYdCoWB1LkV4jEqArJkBXgq/OiI/OhI8lc6HektFQzm4o9ylYkrfYojdYrMu2WM3Yv0tqsOzwoyxNOACl0/5zgGicYNdexrb/leDsFJLOG3C2rXOeGOjWCi1RpVo0oeEBLqDkYmFUgybL5/uf6UFM5XDX8l4uHe5oQIOWVR36FpzC2bksltB5HXrUo3GrajYLp1pIOxvMWbeLIl2616NRsyquZVwSsthjR1eKCeHeB9rY40grw+A5LdZ6DerH06lLHZftnpbadSrRs3cDRdIS66IYj0PfIo88053QYH8cEtvYQs2J9rjelm3ValZk4IOt7ZZhUXIJIYgk2UP/SRJ33NsKvV7reE1SCU2nBOewCkHuwVkVwBW+0IqoGv8EcC63Opfrr9bSpUt57rnnCAkJYeLEiWzfvp3z58+zY8cO3nnnHUJCQhgzZgzLli277T7K4fm/qn/CU/YfvfA5/QaXm4e3bdwOfKv4SMqf7R+tmd5c1zuWVYYZcrtNAiTB8l1BoJa/khOFagQRvcZs++ujMeKrMWLAMQRjyYcR5Ka3wmzK4GrG01y+OYni07sdyugFM/6aEvy0JQRoS/DVGuUELBaANujMNoDWaOVsh4JWtPiFWzIiauTX9i7pthUxqx2siiqH0Dkck8N3Bfw67zfrJEIk0ArWddjAxFbONhEQVXCu3yAeX4POdrw9+jc7PYzlZhfwwQ+jiY4NtcGrW2B2XgBEieCwAB55fUDpYOimrQ59GtKgVTVXcFMDaUV8YK1W4IEnuxARFewIf55A2iyh12t58LHOhIYH2LMfml3L2ZJ4WID6rntbEVUxxCELohKu1ZbOXWtTrUZFgvwNbss4LzWTY+nVtyEaF0C3j8c2RrOEVoLomFAeeKSDPT6zoowaTOflFPLwsz2oVT/ONZGNEzRbl5DwAF79fBg6ncY9NDvFbx7x2p3UalzFs5uGYpsgCLTr18T2NsDVT1kdnFWTAnoLzl7obwPnf8L98A9IaTj4K5f/iqZNm0Z4eDj79+9n3LhxtGzZkoSEBFq0aMHYsWPZt28fYWFhTJs27bb7KIfncv175ZQhy9F6Iqlf9L1q117P3Ste577kdUqrpLW+/bOjFbrsFyurK4XV6qxBUlidzfgKRgyCIzzrBH8Cw+eg1UagN58lJ/czjqff5VAm0hCJv7bElmjF17L4aE1yOnCNiF5npn98XWICAhA0IoIGu/XZCssa7LBsWQxaLX3q1kSv07r/Ycp9ZPnuq9cxrFczQgJ9bT7IzlZnNT9nraDhxSd7UKNqlCtgewBnRAnRLPLlD6Op3yjBVs5qbfY4MVCSyEi7hUYr8P78x4ivUsFrYFZaHf0DfWjZrS7NOiZ7X8+y1KwfR0x8BFVrVyIwyNdtfQeItKzrNqAxsQmRREYH28tak7mogbQFpvvd1Zzo2FBCwwJUrM6iA3RbgTosNIDudzQEoFKlcEeQVWQ9VC56jUDbjrXQaAQaNIx32a626ICq1aOpGBtG46ZVHCDZ0fJsH2tAgJygqvegpiQkVnBvfVbsn7ysfHR6LeM+uMeSKVB02M9qx+Dskcs071ybsdPvR6t1cs9x46Zxct95pv72LN2GtpCve87ng+1/R64vmUWq1Y/n3cUvOCamsu5rW3nJYdu9Y/vTaWhr99Dt3B+QVC9eTlBS7udcrn+I9u/fz9ChQ6lcubLq9ri4OIYMGcK+fftuu49yeC7X36q/JNhLGS+8DjPe3QGyu8/WNpzgz7bODTg7lLVYmB0mx1nWSSpWZ6s0ggzRBkEiSBcoW541jvAs+N+LoJczdunFawRpRAIEx7jPtUK60imqv836LAO0yQGg9VozVwozWN39aSY27UXlwGAZnBXArHTVsP6EYtFM5bAQ1jwznAdbNcJPGWdcdV/I64pKTJjMIr+/N5LHBrclOMDXYb+683M2Gs0cPHyRmZ88xOtj+xIbE2oH7FJcNY4dvER+bhHvz3iIZ8b3keN/iwrwdrAOOoG0JHFk1zkqVAzlvfmPU71uJVeABvcWZLBlCX10wkD0eo06OLuB4g59GwGg1Wqo2yxJ1Qrq/Fkwixh0Wu57Qo6rLlueVcoqQdrSbmCggXse6QBAaFiACySrW51F7hzaHIOPfA7ExYWrZgbEaWnSvCpBlkyoDZtUcdmutlSpUgEfXzlCU+8BjR0g2QHYJXudoCA/2z4cNaaHY1k3DxT5lnBqUbGhvPjuEPlZ0umBw7n+uWPy5O42vRrw4kf3o9EIqtZmW5ptUWLnyoPoDTqe/3gYj7w5GI1W42JtdjYmLPtmE3Vb12DG9rfoO7KzoyHAei5ZZQHqNd9tYcyXI/lk61s07FgbF6kAcH5OAV8fmsrIyfcSWSnctQ6u4BwUHsjjHw6jSbf68u/3UjWaJOEbUMZsuv9yqzOguC/8xct/RCUlJQQEBHgsExgYSElJiccynlQOz+X6/ysllFi/W+QuzJXLegUA2iANFR9pVGBaAYulWaGdATrSJ4T2FdoyLPFZhid9iJ/F8uzr5LaBJtRS30yAlE2QRou/xvHhQhA0tIsaydD45wjSiQRqi/HTGjFozBg0ZhmgNSIncy+y8soR7k5qyvo7Hue9Vr1JCgm1hO2Tf4Qa58/asY8io4lxd3Rk7UsjebRzc4L97DdAW3QL5Zgk+HnNATKz8xjerwWLPhzJo0PaEOzv47jvVPyc1288wekz1+jcsTZzZ4/i6ae6Ex7q7xGcrefCb/PkGNl3DGrKV788SYv2NVyhWcWiKIgSR/ecAyAkPIDnpt5tT7HthcuFTqeRgQjISMuiaYda6lZClUUjQEKNGLIz80g9d526zaq49uvwG+yQ1qRtdVItyV8EQSDA30fdvcMJIlt2qMXF09cwGc0Eh/q7QLKzG4dglvDR64ipFEZeTiE5twqIrexqeXapL4o0blaFi2evk5WZR5VqUS7bXRazmRq1Y0m/moXZZMZg0BES4q9ueVZYn4ODfCmxZJ41GU1UqRbl+NCg3AeWv/mKRCOBIX40auPqNuN8DG5cySLXknG2Xouq3HFfa7fQLB93kRtXsjhzWE6ANPCxrrz46UNodVpXaFb4N1+7lMGO5QfwC/TlyQ/uZ8qyl4mOd0riAg7n2LVLGSyduY7qjRKZsnwc7yx+iaT68fb2VXTtwnV++XAZQ57vy7cp0xk79wmqN6piP21V6uXezOPAuqO8u2I8P5z/jJHv3ktincq23+tOZrPID+c/Z9KycfQd3Z0KlSPclrXsCAJDA3hx9hMMn3iPnCPBv4zwXa5/nWrUqMGSJUswmdQzSZtMJpYuXUqNGh5SwZeicngul3v9Ha/O/ozJgaX24XTz8CQHoEb1s9tykgK2ncBZkOREH5VCg2kSF0vvWjV4uEljxrZpT0JwqGsdy8duFesxs/lLfNX0XYYljqR6UH1WXZ2MWbxhcdtw2n9iBlLJHijZglaQ8BcMBDjF35YkEZNYxIGMmfgIBRb3DYsFWme0TByU3Tc+TVlJrrEInUbDHQm1aBxVycVVw/l7iWjmrRXrAQgL8GNA0zrUrhztsqsdLe9gMol89MMmAAL8fWhZP5GYCsE2q7MytrPSz1kyS8yctREAnU5LXFw4fr6GUsEZETavPkrmDTk0Ym52IScOXrIfXzev4a1vLo7uPkd2Zh5FhSWs/HEnaRcyPAKz3RototdpeOvhrzh/4irHdp1lx6rDimPoCpjKRTKLvHrvZ2Rn5rJq/g7mTV/l2o/VampdLIC8c81Rdq87zrUrN3m6/4fotHL0DQf3CRWYXvvbXk4eukzKkVTefPJb2ddcxUKtBM6SgmLeffEnDD46Pp24mB1rj6langWToy/yV++v5NDuc5w9mcaEp39QtTQLJtG+mCV2bzjJJ2/+jlanZeKz88jJyFW3PCseCApzi3hmyGeYTWZWLtjD+RNXXWDZ5lNt2S8FuUWsXrCbcyeuknLoEvs3nXTc32oTNkWR04cvc3L/BbIz81g6Z7NbaFa6aOxYcYiighKK8ouZM2kRZqNRcY7YLxTKt3mLv1xr+3xk60luXHaK6e90vZUkiflTfqcgV7aoJ9SqhMFX7xacrfeI3z9byck9Z9DpdXS+py13Pd+HkMggj64aO5buY+H05URWCmfoC/34fM+79B7ZyW15kMOkfvjoDJr3bMTTn41k3sUv+HjbRComVnBbJ+9WPt+9vYAewzsxZfVr/JY1h4+2TuTusQNUM+f+E2V9+/VXL/8VPfjgg5w6dYoePXq4uGbs3buXXr16cerUKYYNG3bbffw7zpxy/WPknB/eW/kG+KA3lD0yYnRCJNHxkeh9yla3cYdaNGpXk2r14qgYH0FgqL88GcbDBcIvwMC9j3Vm6Mj2DBrWhv73tOSOwU3p3rchgYoU3nYIli84dWpXYvrUe/jy/fuZ8+FD/PjJCH6ZPoIBnerZyiut09bPz3RrzbrnRzBv+FCmD+jDk61asu3iRS5m33IYl5XvAC4V3CDcEAyASTQx/+I75BnP4asxytE2nOM862oj5X+NdOtpAPSCFj+N3qFIZuFGckpO0y12LAEak8V9w2ixPpswaEzoNTJAZ5ty+fzUOnJKitAKGlrHxKOzWEwdARqHCYLbzl5i5dEUbuYXUDkshKQoa1QJt4cDgK0Hz7Hz8AXSbmRTPTGKpMqRDg8VzuBsteLv2XOe/fsvkJKSRsMGCVSrGlUqOAuShMloYslPu/jt++1UTohgwH2tHMEZRR0cXX7SLmbw7tPf8dPna3ng2Z6EhPk7QrITMCsty4V5Rexec5QjO05Tr1V197CtskiiiCSK+PgZKC4ooSC7wNH9wt1iAbWkWrGcO36Vy2eukXMzT9Xa7AyNglmkZv3KpBy5zOEdZzCXmFQt1M5LhaggDD56Us9e5+KZa24fCJSWZMlowsdXT3FhCYU5harWZuf6N69lk2WJDx8S5u84DlFlbJLEpdPpnD9xlXMn06jdME71dzs/REiiyPSxP7H21z106tcYrUZQf8gymx32zefjf2bK498QV70i7fo28gjN8vkisX3ZAd564HMupaQx5uNh8rXYydpsn1Qt93Vo8wkObz3Jwk9XMfiZXiTVi7f/c6mAM0B2Ri6/fLScs4cuEhoVQoeBLdT/ORXGFVGU+OixmZiMJooKikmoXRm9j169nkJfj5tHyj75jY3JaKKksPTX6Ft/2803r863fc+9lU9+doHK+OwXl/Tz1xnXcyK5WXno9DrqtK5JRupNvE1gVq5/l5555hn69evHhg0baN68OUFBQVStWpWgoCBatGjBunXr6Nev3x8KVfevi/OcULsyxYUlpJ+/XqZ6jbvWJ/PqzTInE+k9qivnDl0gZd85RLN3/2j+wf4MfKY3x3ekcGJnCoV5RV7Vq1Ivnu7DOnJi12lO7DztaiVwow5DWtOkewPO7D/H6X3nOHf4oktqbjWNmnI/lWvEcP7IJS4cu8z5I5dITUmzZylUkU6vZfKK8Rj8DFxJSSP1dBpXzqSRejqd1FNXXfu1JC3xDfDhi93vgATXLmdw/VIG6RczuHzyKht+3uG2z6DQAKZveA2dXkfurXxupmdz81o2i79ax44VB23tI0q2mLUIAvE1KzL6bceJcSf2nefjcT9z4VS60xhlK2ZQiD/J9eNo3jHZtunSuRtMf2cJeblFIMiJQASLOyqCQGiwP0lVKpAQF0FYqOxjdenqTV7/aBnHLlxD0MrVJI3FxUAAH4OOHs1q0rJanK2fcxk3eWThIs7n3ELQywGSJeTMhqIAOq2Op2t2Znj1Vhy5dZ7aIXHMuTCXUzlnidAHWiYQimibSxRe8iFSqyU0+DXw7QYZUwARsySSJxWTG2sm92IsuZKeW2Z/csUCSHub/vFzaBDxEEvTfiPf5EO+2UCRWU+RWU+xWUeJWUuJScv3Z/dhNOo4mnmDr9oPZkYnfx5fvYQS0Sy7soiW/WTJHmhdpizfRMsq8QTq9Izr34kKAf58uni7bbtrFkL5uHz07QZCAvxonFyJV5/oRYCPnkXLDmLNOGh9urDGc7YC8ldfbSDzWg4D7mzKq2/cyURRYuuGE27B2fp96U+7Kcor5tShy4x9byhXzt9g/eIDtnNFDZyt6w9uP82xPefofldzhr10Bx+P/dnxgc35Zq3YJkkSh7efpud9rdH76CgpMlKalA+zPn4GigqKbf8DDn1pNI7jUMSJrlqnEttXHbHDm8a+zV2SFo1WQ/U6lVnx4y5bOD6PsaUtqpQgv2a/ejFDhlZrHy6SHEI/+PjoKS4osdfxQrcsbxBCQ/3JsMZiBvUHaMW6E/svUKthguPxda6n+CyaJTYu2seIsX1o2jGZXWuOqR9zxbpUS6bV1fO388ALd7Bl8X5E5Stmh/ry5/NHL3EeyEy7yScbXqPPwx1ZMnO9pbj7c+zt+z4h92Y+FRMimfDTMzzd/g1upmc7/XzHffLrxys4sP4oQeGBvDb/GURRYubYeYoKrsfh3OFL/Pz+Etb/uI0Xvh7NJ9sn8lr/qR6TcRlLTEy6dzovfD2aA+uP8uI3T1C/Qx0+e3q2x3vYvMm/EV+7MmFRIcQnV2LmkWlMf3wmOxbvtf4glzrnj1zitb7v8u7q17iSksbL3z5F896N+erFb0lPveZS/h8lhcHgL+3jPyKtVsuiRYv49ttvmTt3LgcPHuTSpUsEBwfTokULhg0bxgMPPPCH+vhXwHOl6hUxaH0QBIGYpGjeXjyWC8cus2vZPnYu3cfxHSkOYKvRaqhcPQadQYdOr0Vn0FG3bTIPvH4XN1Iz2bfmEHtXHWL/2sPk3syz1fMN8CUmKQpffx98/H3wDfChWc9GPDfjUfJzCji86TgHNxzl0IZjnDt80XbBCYkMJjqxAgEh/ralw5DWDHtzKGaTmbMHL3Bk6wmObjnBrmX7MVr86qLiI4mKjyQkMpjgyCBCKwTTe1RXBo/pC0Dm1Zuc2HWGLb/uYP28rbZxJtSuTFR8JOExYUTEhBGdWIFeD3eGhzsDsl9Yyt6zzHz5e45sOWHbJzWaJBGVUIHo+EiiEypQtUEiddsm07pfM1vbO5ft48sxc7lyJt2yT3xIbl6NStUqUrlGDJWqVSS2ajQVKkdQq3k1AK6cTuOXD5dx6cQVWzuhUSHUalGNxDpxJNaJI6F2ZYIjgtAbdETEhpFUL54lX61lz5pDDuAcmxRFnTbJVG+USLUGiVStH4/OMsksKDSA0wcuMOethaQcuOBwc63ROJH6bWpSu3lVajdLIrRCsG1bxtUsZk9ezMbfD8jXB4vFRqPX0LRjMk3aJ9O4bQ0qJ0WRZ5kAVFJs5MeZm/h57laM1qQSWtmq6edvoEPXunTsWpsGjRIoLCzhzLnrhIUGsHjlIT6Zu4ECowlBC5JGsLgYCFSMCGJo10b0b1MXg17Lsn0nuZhxiwA/A2MWriBbLAKdDJ1yCnAJzAKtKyXyTqsehBh8mXDod9Zc20O/uFrsv3WAMIMfGkFCK4hoLc7ZZgREQSLEfwjkfQmI5IlF5IomciWBXNFAvmQgV/Ql1+xHjuhHXkk2y67OpH/lp9hz8zRHii+SbzI4pOwuMuowmrWYTPDNqb2YTRruXjGfud2G8F3vwYz6/XfySortKbdFEETBBsPXbuWxeO9xBDNkZRfyzn09iAwM4J3v1mAWHSNqKCNsXEy9KfsUH0ulML+E5x/phr/BwPxfdtmszlZwVk4kPH0qDcwS38zcCEi8+uZAJom/stWaBEMFnBEh71YBSBIblx8iNj6cZycO4tqVLI7tPe8RnEEeg7HYxNdv/84rM4az/PttnDlieWB3F+UAO7wc2Xkag4+e5MaJHN5+mtKkhB5ff4MdOJxB2Q1I6w1a4qtX5PtpKxXQrairBGIFSMdXrYCvv4GUgxcV+0QxLjcgXSkhgszrORTlF5f621BkuPT103PzeqE6+LpRtuXaHqaMvw2qbSgT2Rzff4HudzVHqxUwG90fM6VLTtb1HPZtOknXgc3YtfqoZbsrNDtnB5w3bQVdh7Sk613NWT1/uyo0yxXt47h4/ArfvfM7IyYMZu+aI1xVGpJUHs5yMuX9MHXUV0xb8wqv//gsL/Z4B2Ox0XVMFhXmFHJsewoAk+77mFfnPY0kSnw9fr4qOFv17ZsLMJtEXuj8FmO/e5IPNrzB5Ps+YcdS91ENrp5JY9I9H5GZlsXRrScY+93TJDevxsS7P3S4pzjrg5FfUqNpEucOXWTk5Pt467eXWD9/K58+PZvcTPWstMe2n+Ltuz4g82oWwRGBPD79YWafnM6s179j47Tf3fZVrn+XLl26hMFg4MEHH+TBBx/8S/r4S+D5woULvP3226xfv5709HRiY2O5//77eeWVVzAYDGVu7/O9U11yrVuhbOhLAzhz4DyfPjWLY9tPARAcEcSs4x+ptlWhcgQ9h3em3aCW7Ph9L9+9tYCrZ2VQrNumJpNXvupQ3gq6AcH+tLijMQHB/pQUGbl28QZ5lkkfPYZ3ZNQU+SmmpNhIfnaBzUVBq9MSGh1CSZGRSyev2toDGPHOfXS+ty0mo4nsjFxyMnJtIGksMXFseworZ69j32qF/yPw6k9jSKwTR3ZGDjfTbnEzLYuSohIMvgYunUhlyZerWfPtJttMcJBnkE/fNhFjsYnrlzK4fukGN1IzASguLGHNd5tY9MkKF8t8fHIl3lvzGjfTb3HlTDqpKWkc2nScrve1I2XvWX56bzFbf9vt8tDasncjnv5sBKmn07lwLJUtv+6iasNEmnarx+Iv1/LL9OXcupFjK2+1oA14ogdd723LmUMXObnnDEu+WkvfR7ui02mZ/davHNx0QtV1ZNSbg4mqHM6x3Wf5/v1lHNt9hte+Gc36X3bzyxfrKC4yOmYvtLQxZsrdXLmYwcalB9m3NYVbWQU88/YgPnlrEVcuZ8mZ1LSCPQMgEBzsx6NPdmH71hReH7+AvQcv0qBxAgsW7WXL7jNIWsGWqttqbRYESI6LolPDasxcvpNFu4+TbSqmTlI0R9OvY9JKCHpBDv9mtvzVCEgCNI2MY9/1q0w+tJZcKQdfg47lV44RaPCxRNwQ0Vh8Qcxo5CyAGi0R+Qsx532LScwjVxIoEPXkSD4UiD7kiL4UiD7kiz7kmX0pEA1szthOsKEmBWaDAzgXm3SUmKzgrMVs0iCaBSSThmM3bjBo0Twmtu2Gr0ZLvtn+uwWLBdo2sVJhVV59IIXsnELuad8QjaBBlMwuFmelVdn6+Zdl+ynML6F6lQp2cLa8urZ9tgK0aHfn+GbGRjBLBAf7eQRn59jO8z5fT1h4IAZrUgtUwNkqBUxtX3mYxbM3yz6fXkCztX72jVy+m7pUTklfltBeGoGfP13NueOptjbtGf/cg7Te4MPPn63h1MELrnDoAaQL80v46Yt1XL2QYYduRX1n13uQkDQC505c5acZ611hthR3sE3LDpKfU1QmeDYbzXz70Squpd50Gptny/PRXWdZOHMjBoOOQqPZA9A6fl40axOVk6JUj7dqSm0g4+pN5ryziJvXsr0CZ+v6Xz9dRaWqUWj1ihCQHt5qABTmFDDhrg95+O2hGHz1GIuNquDsfN5tX7yPSfd+QuNu9RAEweMhMJvkMRQXlvD2kA8ZNeU+oj34I1t/W2ZaFgAH1h9ldOMXeXnuk4RXDPUIz8ZiI8e2yff8T56axeZfdzL6/Qfx9fdxC88Au1ccsH0e3ehF+j3Rg5Z9m8I098P8u/W/iMP8X4rzXKVKFYYNG8bs2bP/sj4E6S+IFbZy5Up++ukn7rnnHqpVq8bRo0cZNWoUDzzwAO+//77X7eTk5BASEsI9SY+g1xiQJIlK1Soyafl4UvaeY8eSPexcso9zhy861NNoNEQlRGIqMWEymjGVmGhzZ3MemfoA2xfvYevCXexfe8T25G2VwddASGQQRQXFFBeUUFJUwqipD1CvXS02/rSNzQt2kHHlpss4/YP9Mfjqyc8usLX51u8vk5ORy5rvNnF403HVi1RQeCBmk0hBjuyvpffR8+7KV9m+eA9rv9tMdkaOSx2QLd352QWYjDKIxyRF8/Cke1ny5SoObzruWFhxUwqJDJJvyhY17FSH5ObVWTZzrYMFXimtTouPv69tAglA2wHNyM8p5MD6o/ZunMINGXz1iGYRk9FsLUDbAc04svWkPAan8tYbvY+/DyWFJQ5psBt0qM2hzSds8GuDAuVrXX9f2epmWaf30RMSGUzGtWy5vK2ORv4sCKAR0Pvo5Qcayzq9v4GSEjNo5XKSRmNJBqKxgTSCgNZHK1ukNQKSTkDUaix/BSStgKRD/qwBSSsgagGd/FfUgKgDUW8pp0derwdRL8nrdCDpJCS9hKSTQCci6EV0BjN6gwlfg5EAg5FAQzHBhiJC9IUE64oI0xUQrssjXJdHhDaPCE0BZgTyJYMNlnNFX/JFHwpEAwVm+W+hWU+hWf5bZNZRYDJQbNZRZAHnYpMMziaTBrNJi2TSIBk1MugbBQSTgMZosTKbrYtg/2xZrzErt0v271bXDckOz0qQtoKxXNYRjOVYvIq6FhCW3XHsMC1YYxG7AWVXmFZ89gTO1rLWz0q/U6XcWSChbKBcmlRCf6nOVXBep/Jw6b5sKdu96c9JUhlClnkjVUiGUt02XL67A2aXcqVbmu0b3DxQuSvjtM1j0hO1car49rq99Xs6F//MWM5etHdbug2kMUlGNvI72dnZLoa6v1NWBmp03yS0Bt+/tC9zSREHfnjlH7cPbkeRkZEMHz6c99577y/r4y+BZzW99957fPHFF5w7d87rOtYTpyP90Qny5IPKNWIpzC20Pal6q9iqFbl28YZHf141hUaFcOt6dukFneTjZ/DK71gpjUbz509guM0Jfo5tlO7M6AzPpbbhBp7t21Vu5Ip1LgBtbd/2XZDXWb7bAFoJz9bygn2R3SUsZawArbVus4C0rZz8V3IGZ8si6gQkrQWitUqYtsCzTkDU4wDQkh5EnRWg5b+SXkLSSqAX0RjMaPVmfHxM+OpNBBhK8NeXEKgvJkRfRLBOhuhwXT4h2nxCtfKDmRWciyS9AzQXizoLOOspEXUUmWR4tvs4O4KzaNYiGjVIJgFMGgSTYFmQAdoZnK0QrIBmjQWcBSdwdoBlJTBb15txgGsXcLbCsnWbhMUibbFMW8HXCsngwQp9m+BsW6cOR6VC8x+BCbX/0z8DpNW2lxWm3a0ry/ayyhtIdre+rMDstL7M0OypnNM5Ug7Ontq8PZz5x8Pzvf8jeJ7334DnO++8k8zMTDZv3vyX9fE/83nOzs4mPFw9gHpZlJpy9bbqWV0zyqrbAWegzOAM/L+e+StJkuNNXRRdb+Bq60qTdSKhY2fyX2V/ylfHytfQlkmCsr+zhCTafZ8lULgVyFZXrO6kktV1QEAQ5HYEQQLkyYBWINSYBUSNBSIFwGwFfQkB+a8kWNxGBAFRo0HQgDK2uygJtsUkaTBKWopFHQU62dosoCVf1FEk6imWdBSYZWi2gnOJKINykVmPUdRiNGsptkwOtLpq2MDZJNjB2SzIlmcrLKv4OastrhMDFeBseT2pBGfHuM6SbZ+XCs6SApyt91Tlv9hfDc6luGg4bvxj//t6gw5BI9gnGVpB2rkfjeACToIg4Ounp6igxLrC68mGWp3G8pOd+1EZpOJ/zNffYO9PZbuaAoJ8yc/1bvI1koRfgA/FhSWOYysFGnV6rfy2zFtgdtrmFTS7tPcXWZvVyqi1ozYOl0r/XXAu139PkydPpmXLlrz11luMHz8ene7PR93/CTyfOXOGTz75pFSXjeLiYoqL7RNJcnLU3RbK9c+TJEqerc/WqBhWqUGt27qeb6oO7Svbde4TXAFclGzWZPniq/QTldcp/Z0dfDutzUuWdZK1S4uvqFn2WVb6PSNYgNoCjJLVKisbshFt5Sx/TQIaJETrCqMG0TLEEsVPECUBs6ShRJStxoU6gw2gW0f2Z/315RSLOtt2+bOWErP8t1t0axan7qNEFGRgNmscfJzNZo3sqmEBZjmLHA7gLFuVVfyc3ViX7T7L2CcI2tw3rJCssD5b1ikh2yFFtxM4y+ucImvgDMpuwFkhT5MD7ecKbsHZG2iu27IaR3eeuW0AqFY/jgqVwtn8+z6Hdu0/wjNM3/tcL2ZNXCQ/uDmDsjOAKf5/Og1owtFdZ0m/7OTO5o6NNDI4D3y4A/M+We263c3/ekCQL4NGduDbaSvdNKyob1HdplUwm83s35JiGZMnOJS3DXi4PQtnbkQ0OUOse1Bt1rk2u9cdU5T1DM0hEYHkZuW79vEXW5tV23HTn+qY3KjM4PxX6D8OzuU+z2XT1KlTqVevHm+++SYzZsygQYMGREdHu7x1EwSBWbNm3VYfZTLjjR07FkEQPC4nT550qHPlyhV69uzJXXfdxahRozy2P3nyZEJCQmxLXFycx/LlKpf7i77KzceTNckit6m6LfcQmz8tKEKjSXZYlJTWUQXoqfnxOn22WWSd3R6sn00yuEpGDaJRgx/+FBfrKCrRk19sILfYh5xiX24W+5NZ7M+14mAq+nWkelAbrhcHkVEcSEZxAJnFAdwq8SO72I9cow95JT7UD0mma3QLCkv0FBktEwSNWkxGrR2cTQKYBDpVSiJY42MZl9LKLIOzgw+z5a9GElzB2eaeodgHFtB13SbZ96+ExX9ZAdSW4+uQCMUsegxJpwrOynNDkrwG5+RGCS7g7BB31/l8UmaGAwY91pXazZJczkdvVadFNboObeliMXfpz6lfRInIiqHc+Uhn/IN8bWO2jd15AawxhDVIDH2yGxXjIlzLuYszbRbpOrApdZpVsT71uS4qiUVadatLs461XNpyWRTtJDeMp/vg5vZ1auNxWuq3qka3wc1sv9E5bbZ1Ue6jxyYNITwyyN6P8/F12n+hEUGMnDDY9bhYzxEna7MkSTRolywnAlHEBlcUcvxu2R4UFqAo4nQuKo7//xyc/47kW+X6f6U5c+awbds2JEkiLS2NlStXMnfuXObMmeOy3K7KBM/PP/88J06c8LgkJdlvAFevXqVTp060bt2ar776qtT2x40bR3Z2tm25fPly2X9Ruf58/V0XOw9uLB5d9Z0v6KXMrrd9V65TAya3n7GAmwWaXYBZwsGCqoBkpf+vRukTbAKN1ZfYbP0sT87DJNApujqjk1tjNmoxligB2kB2sS9Zxf7cKg5mQKV78NUEc6MokIyiALKK/cku8SWn2JecEh9yi33IL9GjEww8VbMXfkIwRqOOkhLZ6iyaBQcfZ8wCkgl+uvNuonwCHXyZXS3MdoB+pEtzqkVHqLtqKMBZOUEwOSmKsEB/xYMIdsh1BmezHZxr1oyxJ6MpAzi37V6XyOhgV3B2gUfJ5Rxp0bUOI18bYH/p4QzNalClOI+Ki4y8/OUIAoP83EOlh6Vu82o06VSHsMgg13NaDagV0NZ3eDt0ei2JNWIc28UOXWow3b5fYyonRRFdOcwVNt3AswD0H96exJoVPYOsU0KT9r0bkFQ7lqAgX8cMhh6W5EYJtO5Rn8BgP/cwL0kOCUzCo4K577me6A1al/3msB8Ux9U/0JdnP7zfFYSdzxnLkn4xg4GPdWXAo53VzxFFX1bdSM1k2qpxVLGmsHZu39aO/dxKqhfP4x88gE4ZkcOhrOt1MaFWJao2SCgTOOt99N4nzyp317g9Sf+j5T+i8+fPe7WUZQ6es8oEzxUqVCA5OdnjYg1Fd+XKFTp27EiTJk345ptvvEqD6ePjQ3BwsMNSrj+of9GFxau5q578wtUuzGq+hs6TfNz5RCq2OURwcPhsdznACoOSEzCrQaVZcrDMakWBBnExKtEpHAFaL2p5pXlHvukxiI0XLiCWaDGVyABdXKyjsNhAfrGBnCIfukR1oJJfNIG6QG4V+ZFd7Et2kS85RT7kFvlQUGyQLc0levSCgVCDP88md8No1GI2yRMDRaMWjBqbj7NgEthz6QrVwyP45e67qRIS6uK64TBJ0PL56IV05r10L/d3aiwnH3QAZuz7SrRb729k5PHNh8Po36MBGos7gdXP2R04I0HNWjFMmX4fCVUivQNni65cyGDG0ue44+4WaCSVcwEcwdnWnsjutUcZNLoLr81+BB8/g72sp8liivYLc4uIjovg2ekPup7DpUgQBOq0rIZWq6HToOa4wLVSTuDo46en1/1tAUisFYOqFVQFpgHufroHABXjVSzP1v8zp6Vpx2QqJ0URHhVCUIifej2nNoJC/GjUriYajYYGraqVXscC6TUbJqD30dF5QGN1uFeB/PCoYCrEhtFnWHvXBwe1/SqJmIwmmnetS+9h7VyAW+0cKC4oIuNqFo9MHEKbPo09QrN1jFfPXgNJ4r0V46jdopo6NDtdGw9vOUHrfk2Ztv51KiY4hYtzYzFOPZ3O6z8+w6h378M3wEe1jPwzHP83Xp3/DM16NnRb3lLJ4WuLOxo7WMe9kUvWwn/R/a1c/zslJCR4vdyu/pL03FZwjo+P5/333+fGjRukp6eTnn57k/bK9e9QmV/hlaW8p4ukl+24wLmbNlUzizl9d4jWoLBQWqEuJMgXjQ2yHa3QSogO9/djeLdmLJswnNiQIKeIFBYLtAWgKwUE8dPgoTzSqBlXcnPYc/kKlGiQirWYi7SYinUUF+kpKjSgMQUzompXAIL0/uQW+ZJX5EN+kYHCYgOFxXqKivUUF+kpKdbjI8jAN7RqIxqGxsnWZqMGjJZJgRaXDcEkUFRs5uDVNOJCQ/j5/rupH13RDv2S80OC/HfX8Ytk5uTz/JCOfPHcYCqGBtpcMpz9mK0PHlmZ+WzddZoXnujOF+/fR82q0a6xnJ3AWZAkVi4+QHxCJF9+P5rRz/YgMMDHMzhbjt/5k1dJOXKZp94cyJQfRlOpSgXVco7rZCA4te882TfzaNm9Hh/8PoYKMaGK88WNNdLapihRaEka0rZvY+54qD04u1l4WOJrRNsgpMvQlq4PjO4s1kCngc0JDg8EoEqtSvaxqbl5KOq26dWAhJoxAFSMi3ABTVWXD0nizlEdbcNKqB7tGWotS+se9WzW04ZtqntVJ65qBQKC/QDoPrSFR9C2jlfQCIREyPti6NPd8ff3UYVl5/1issTuf2TCYGKTojzXsezHtAs30Gg0vDRjJLWaV3ULzUod3nKSoLAAJi9+kWbd67stJ59mEqIosXHBDmo2SeLznRNpZQV1D9dLs9HI4i9Wc9eYPsw8+B7NezVybdupvrHExKYFO3hn6VimbZxA3bbJLnXUDBs5Gbl8f/5znv5sJHE1Y92OSanwiqG8s3w8fUd3JyjUe/DuPqwjdVrX9MqI90+UYwKpv275r+jhhx9m8eLFHsssXbqUhx9++Lb7+EvOpDVr1nDmzBnWrVtH5cqViYmJsS3l+pfqH+inpmqp9iZ+Kqhbn1UgObxCIDGV5SgxSouz3AZYrc/BQX60a1eTp57qzjdfj6BbxzpYYxHbrM+SHaDrVqnIm6N6sPz9UTw9sB1Hz6ezes8phzjISoCO9Q/i8wH9aBwr32QWHz8JJQJCiQahRCNDdJEWsUiLsUhHzYA41qSeRpQkMovy0ZuCKCw0UFxkoLhIj7FYh7FYh6lEi7lEi0GjI7ukiN3pl6nqX8FubTZp5DjORgGNxZVEY4adF2WXqvAAf4a3bEKoj4/FF9nV6iyIEpJZ4rctclzw5rXimfXKPSTFRNgfKCR7WaztSBLzf92N2SxSq2YsX348jEdHdkQjCG7BGVHCVGzm52+3odVpGHhfK2Yveoq2XWqrWKCdjrsksWj2FgDqNU/i82Vj6NSvkWM55Xml8HEWRYk9lkljickxDB/fHx9frefzUXFOFuYVYjaL5OcUEBwegN7Hy7ncokSNhonsWXMEgENbThIdF+Eetp3qBocFcHLfeVLPXCM8KsQ+TueHBKd2IqKDObb7LNcuZxIcHqAK584wHRIRyMl95zGbRU7sO0989VJcNyxLZEwoR3edIfXsdfyDvLBWSxLV68Wxf5OcXfXAllNEVQpTBXylRTksIpDrqTcB2LbsINXqVVbZh659GUvMGEtMpBy4QI368a77S+WYp1myAhbmFdGwfS00Vn8fdz7NksThrfJ8Il9/H+54uCMRFUNcTgdnCF//43YAAkMDeH7GI7Tu10T9PFKMdfms9eTdyic6oQITf3+JF2c9Zkv65c5AsvnXXRzfmUK9tsl8uHEC7ywbS5JyX6joxK7TrJy9nr6juzP7+EdMWjqWJt3qq4/PomsXb7Bi1jqe/mwkP6XN5PUFz9Oqb1O0OjeuKRYd3XqStxaP5ccrM3juq0dp3ruxqxW7XP8ZzZkzh4MHD3osc+jQIebOnXvbffwl8PzQQw+5v1CV6/+vvPGjU3sdqZDeoMM/0Mf1laLiom7w1ROTEElykyq06F6P7ne35K4nuzHw0S4ylDhblS1q0Koa9z7dnZem3cPHvz7Fwn1vMfGrh+Wwg0rLsqWeIEmEhgQw9bMH+GXZGCZMGsyAgU3Zvu00Cxfusbhm2MHOmuBDJ2ioWy2Gnq1rY9DruJlTwJTv19v8n60+z0qAvnYzjzUnzlBkNGEWRRYfOYGmRJCXYgFNsQahWINQrIViLdvOp3IlO4+UWxn0WTqXkkIt5kId5kIZsMUiHVKRVl6KNby5bT3zjh/CX2fg5xNHZSuz0Z4AxepvbYX5HecucTL9BiUmMzvPXCInv9gtOFs/L9l6DJNZxGQW2bjvNBcuZyqsza7gjAjpadls2CxDQ3GxkRXLDyGZRbfgbF23fNE+bloSAmVl5rN70yn1yYGKdYIosWfjSVLPyWBz+ex1tq084nieqICz9bzdvfYoVy/cQKvTsmnRHooLjY59WM9TZ1cOSeTs4Uu8/cBnBAT7s33JfoyFRvcWYyfL5rqfdjD//aUAzJuyhGsXM9xbGJ1g8OePllOYV8TedUd57/HZblwTXIHx95nrMRvNbF9+kKmPz1YHdae2bl3P4fevN6LVavjy1QWsX7ALySy6vVdYl+/fX8al0+mknkln6hNzSi0vSRIbF+1lzrtLAFjw6WquXcp0vw8t4y0uKOaJzpNIv5hB6pl0Dm87pf4g4VT/u3cXs+ybjfgG+LDx110OFmZ3bi8XT1zh20m/ERwRyKZfdyKazG6h2arDW05y/uhl8rMLOLnnLJlXsxRF1e+vZw9c4OKJK+TnFHL17DV2rziofk4oVJhXxNKZawEwm8ws+XI1JUXGUt8sznjxe9tn0Sxy5XR6qdf8b1770fYg0bxXYypWiSoVhLf8spMlX65Gb9DRblBLRk8bRp02NT3WuXo2nYlDpxEcEUTvkV2ZtHQck5aNJ7AM1uty/bdUVFT0h0LY/c/iPP8bpdFqkMSyQ79/kB+iWaSooLj0wgrFJEUjmkVuXM4sU8znRp3rUlJkJOPKTTKvZtkyD3qS3qCj98gu5OcUyKnBM3NtKcKV2QTVxjjw6V4U5hdRlF9MYV4RRXlF5Gbls3PpPsxm9XG3vbM5fR7pKnOLWcRsFhHNIqu+3cSOpftV6wiCwFPTh9FhcEsMvnoMvrJrwd41R/jgidkU5RfjEh8aMBi0vPTFw9RqVtW27tiuM0x6dDYlRUZ7eWXYOkki52Y+dz3aCV+Lz+qhnWd584lvKcgvBmt2QZAtzho7WBTkFdssRyuWHmTWVxvlshIy0AkgR22WAIGICD96tqtNbn4RIUF+vPvNGrJzCuX40WYACQ2CHNRDkp9wGyVU4umOrXhjyTr8ffScTc+Uw++KIGlkqLUmYEEjgEaiUWQs+9Ovci3Lcjwl62+17F9JsH3en5pGgGDg0QbNCdP6catQCcOCzaqMKLuRHL54jed+Wkb/BrUY070t6w6fISe3yMldQ3KA6YybecxftZ9Dp1KZ+kx/TqSks3rzcbfgbLXaz/txB4gSsTGhvP32YJ558ltyswrcgjOSREmhiQVztxEdE0KXPg15/q07mfryz3LMXzUotEgSRRbN2YJoMvPgmF6MmTqUKU99Z4np7R6cAfatP07a+Rv0vK81T713H0d3TCA/R/G/5OJ/bP9f2b7sAIgSqWfS6XRXS+a8vRBvZTaZybuVD0BAqD952QXu+7RKESYyqnI4e9YcpihPMVZ3oe0UdeNrVGTDr7u5dd0ppKgtXrrrtSCqUhgA1y/ftLmqeON25etroLjIKD84eSFTsYncTDlrakhYANk3Sg97at2HZ45colo9RaQnd+Oz/L5NC3eRmXaTAY92JTouQn54cS7qdA/57Yu1mEuMtBvQlEFP9uTjZ+cqC7v2JYqknrrKpPs/oWm3+jz05l2sm7+dG6mZ7u9PlnH/+tEyju88w0eb3uChN4fw9fj5DuNX06JPVxEdXwG/QB/eWDCGp9q8xo3LmW7LAxzfkcLmX3ehN2hpcUdjBj7di/nv/uaxTlF+MR+NnsHkFa+QeTWLfo/1YPeKA6X29eWYudRpXZOE2pWpEBdJlXrxrtl1nXRg3RG+fH4uT0y3vKqXJAJC/G3H/R8tCf7yCX3/Mdumu0mskiRx+fJlVqxYQWysd+5CavrXwXPX+9vTuGt9jm0/ybHtKVw8dtkruH38o+HEJEVzau8ZUvacJWXvWW6VckEVBIH3N05Ap9dy7sglzh26wLnDFzl3+JItpbaadAYdXx16H5PRzKUTV7h86gqXTqRy+eRVjm47iejmBhAQ4s+nuyYjSRLXLtwg7dw10s5fZ/fy/excuk+1jkajIbFePI9/ONy2Lut6NucPX2TGC9/KqcslCefYqaFRITToVJd2A1vY1plNZpbNXMu3E352SONtlV+gL5VrxNCsZ0MqVatoW79/3RE+e+YbWypuZbxnQRCo2iCBhNqVqdeulu31X/qF60x/Yjb71h5xifcsSRIhkUG06deUStVibNaB4sISvn71JxZ/tU41WYogQYMOyfR8oB1Vra8MgUVfrefrt36Tx2cPh2DbJ5EVQxj0aGd63tPSdmy2LD/Eey/8SInJ7ADYgDzhDQ13DGnGQ092JSe7kP27z1FUZOTDqcucfMcErFclCYE6NSsyafydZN7K56GXvqV/j4Zs2nMGQSugAUV4XDtAh/j78t6QXqw4ksKvu48iaUDQCggakDSSHZot8aMljQQagUZRMSxNOSVH6AD7xVESbPtLuX7vpasYzWZaR8ez8vRpe+g5UQHRls9ms5kL17P4av1u+tZP5rkebXnrp7WOFmfniZJm+OzHzUhmidkLdzDukW5cuJjBmbPX3IIzosT5szf49NM1IMEnHz/ApHfu4sVnvqe4yKQKzlb3jGW/7EGn07Bp+WEmfzWcx8f35dM3F9mPpQKclZE11izYjbHYxIWTabw773Huf64n332wXK7nBpwRJfJzCjl98AJXzqTTvGtdRk4YxPQx37u3ACtlKbNhwS6639eGuRN/c7iulXaNs0K6NdxcqdEPLP0JgkCFSuE2dwXV8bnESpddMEIrBHPppErSKuexKsYSHRdBcWEJWddveR6fU78GXz2FeUVevb2yKuemfA1TnZTmYX+ePnSJLne18O64WXR8x2myrmfTpm9jFn5qj1+tHh5OxFwit/PLxyt5ZvpDzJ240D3gKwwpl1PSuHruOj0f6sioyfcw6f5P3NSx97tyziYAPnzsa16b/wwHNx5j76qD6vUsupmWxfTHv8ZsNPPB+teZtGQsz3V4g/xs9/c9gFnj55F7M48WdzTihVmPozPo+O6tBR7r7F97hK9e/I4NP27jrUUv8enOybzWfwope8+6Frbsz5KiEibd/SG9RnYh48pNRn8wjPrtavPBqC893psXfbKCpAaJ3EzLolnPRnx1+AO+fH4uS2aWEj+8XP94aTQah+vehAkTmDBhgtvykiTx8ssv33Z//wp47jO6OxUqRhIUFkh4xVA6DGlNtwc7ALK14Ni2U/ww8RdO7DoNgG+AL53ubk1YdCihUSGERoUQVzOWao2q0LKP3edr++97+PzZb7h28QYAFeIiad2/KRXiIqlQKYIKcRHEJVcitEIwtVrWAGQwXfbVGha8v8T2T1qtURWadG9AbNVoYpIqEls1mrCKoWg0GqITKtC4az02/byDlL3nHMC5aY+G1O9Qm/jkSsTXqkxs1WjbK6tK1WMoKihmxax17F5+wGF/9BjeieTm1ajaIJEq9RPw9be7MOTnFLD485Us/Gi5w0XE19+Hfo/3oFbL6tRqUZ2I2HCMJXYL9fbFe/h67A9cPuV4M6wQF0G/x3rQoENtajStiqARbFaB65cy+PKF79iycJfLMavRJIk+j3SlWc+GRMSEkXbuGpdOXqFK3TgWfbqKORMWUJTvaplv068pfUZ1oWHH2hQVlLBj6T4unriCscTElBFfculUmlzQKdnJXc/0ovfwDsQkVuDAxuN88MQcRr8zlK9eX8CGhXvkQpabsRUu/AN9eWTCQDoPasaNq1l89dYiLp65Rod+jZnx9u/y/UfjmBQFDVSuEsnYKUOJS6rAj7M38/N3O0iuX4lTJ9KQTKKlDrYkHlgsvB3b1OSVF+9g664zvPPpSgpNJmbM32IBZzkRihpATxzSHaPJzFu/rENjVnCfRh6foEF+Q6KR1wkagWoVIgj28eVAapoNnp1h2RmiS0rMHLiaRuvK8aw6ccYpQohgszzbImKYoaTExLuLNjL9oX78vu0oR86nq4bks/k+W9bN/mU7tapE884L/Rjx3Lfk5RWrgrM1skZOdiGCWeLlF+bzyefDePXNgbz+0k9uwRlJoriwhGIRThy6zFvP/sCbnz3Arcw8vv9kjTo4W1RSJLtMnNh3gWkvzGfspw+Sevaa/TxSAWd5hXzkCnIL+fiFH3h7/lNs/m0vByy+t8oyNjkB2vqfd/LAuP7Ual6VYztP462s1ubAEH/HsSmkBtQhkUEYfPVct7o1qCUuUgHpuBry/JVLKWmukOkuoycQXTmcG1du2td5gnxFvwZfPbcyypY0Kz+nELPJTHCYv0dYtsnyO84cvMiwcf3wC/ShMK/YM7Bb6ojAtiX7adu3CQs/Xe3BGuzY1sYFOxn+xmD6P9qFbyf+5rGsVWaTmc/GzOW9Va+wbOY6DjpbXN1Yyrcs3M3yWet5adZoHm3yMlnXPGfPtYLyq/2nMn3r27yxYAxje05yzSapkBwVRGTtd5sxG828PPdJgFIB+tePlgHwfKcJvPztU3ywYQJvD53meO9z2qeXTl7hm1d/pKSohOPbT/HKj8/xxb4pvHLHZI+ZiD95fCbBEUF89+YC7hl3J09/NpKGPeqwcfDvHsf4d+u/NKHvr1D79u1t17jNmzcTHx9PYmKiSzmtVkt4eDidO3cuNfeIJwnSP9gR2ZrX/dShM2AUyMvKIz+7gDZ3Nkej0XDp5BVWz93Iuu83k3HFbjkJCg9k1rEPybqWTda1bG5dz0YQBDrf25bC/CI2/rSd5V+t4eTuMw791W9fm5fmPsmNy5ncuJzBjSs3iY6PpMOQ1pzac4ZFn65g0887MBYbHer1Gd2dO5/qxdWz12Rr8blrtOjdmNqta7L867Us/GgZ1y+5vsp7/KPhJLeozuUTV7h0MpVLJ64wfNI9FOUV8cOkX9m1TN2dYdKy8Wg0AmcPXeDswQtcPJ7Ku6tfY9U3G/j5vd/JvZnnUker1/HFvimcO3yRk7vOcGJXCoIg8OTHD/PVS99xePMJlZ4grmYs475/mkMbj3Fo03GObD1F2wHNiK1WkfmTF6m6pggagdb9mtJvdHd2rzzA7pUHSU1JY+DTvTi+I4WTe8+7dmS54d415g6S6sazeeEu9q09irHYSPcH2rH+5502y7bthquA56emPUDuzXxWfb+F9MuZCIJAQq3KXLA+DAiC3ZKlkRP6aDQC42aMYOvSA2xZcRhRlND76DCaREt5eZE0gsP3kMhAHh3bhzmfruVa2i3QaJAsbh2SRkDSauTMbRpBTtdt+Vy9ZkWaNUviuwU75XU6eZuoBUlr+asRkLRY1skw3KlRNa5m53I87boNkK0LguKzwhId6OdDh2qJLD15yv42zsoryv3uBNRNK8VSUGLkxLUbNmh2SN4i4RBiz7oMaVWfVXtOkpdfrLpdLTFMkK8P/brW4+ff9soPHZIKONvcOWTAFSRISqpAjRoVWbXkYJliObfpUpvcWwUc3nVWHZzd+EP3vr8NBzafIO1CRqngbKsH9H6wHduW7Cfb4j5QGjhb2+x0V0v2rTtKjsr/sSe17deEI9tSyM50fWvkTr4BPjTpXIcDG0/Ill1nuckCGhIRSP22Ndmy+IDqdnftxCZFER0X4fhA4YVqNU2iuKiEc0dTy1SvZc8GpBy4wE0lKJbiJhIQ7EfD9jXZs+aIPd25Um7qJyTHEhYdwoGNKu4D7tzwJImm3epzIzWTiyeulFpeebvuNbwj25fsc3xLWMpv8/HV0Xd0N377ZCVmk9ltOWf/5riasdRvX4tlM9d5bN/5HG83qAWFuUXsXX3Icz2FBEHg/tcGs/GnbY7GnFJQJSgskOGT7uHrsT94tD47q2rDRDo90Jq7xwwkOzv7HxUi18pATYZMQqf3/Uv7MhmL2PfzK/+4fXA70mg0TJgwgddff/0v6+NfAc8d6Y9OkGfG1mpRne4PdWT1nI02S7M3ajOgOeExoaz7YWuZ/rE639uWtLPXytQXQMehrdm76lCZ/Kk0Gg312tfi0MZjpRdWKCDEH4OvgaxrtzwXdLLyBIT4U5BTWGafbo1O59b1xNaVp9Tbzq+BQfUm7WApU7ppqKx3LCs49mOFX+s6y3ZbHUGQ27ECshMsO8OzcrsVmhEEJK3cjqS1rNdYYVqwQK78WYZpGZhlULZ/VwK01R3DeR1WeBYcPzts01jdNxQ7VHL97GDNcHbncAFgT+skl/XqGQWdINqsAGSrFdlaxurTrABnGardu2q4/6747AmcwbEseHTVsO87xzKq25RyA86lqgxzIdRcmzzJq0QXnv6vbQ3dxjx0b9otq7zwpbapNHcQD215a2V2qlTmOmVKDKXagHfnzm2n2/4rIzL9xZhikoxs5Pd/HDja4Pmuif8beF7w6j9uH/xT9a9w21DqxK7TZQZZgG2Ldt9Wf+vnbb2teht/2l7mOqIolhmcQX69Vpovmrt6t6PSwPnvkIOfp9rrZ6Xft2W7Yx2FG4jFPcMq2Y9Y0ZZiu4Diui4KIMhAiCVBmWBlKq0gw5q9VbBMILS6bFjdNCTJ8t1SXCOBpJUsrhoyaAtOFmdBY+E9UblNKBWeQcWdw/LZnrAEB3cNVODYBawlVIDaKa6zWbnOYml2Trv9d4Gz7Vj/yeCsAia3BV/eSK2+B6B2HocqTJfmogHqEFUaUN8usJVV3gJeKePxDLLurcxlrlNaX1D6visD1P5/BOdy/feUmprK/v37ad++PaGhoS7bs7Ky2LJlC02aNKFSpUq31ce/M2J4uf7x8ngR9sISB043Dee4zCrrXZOgqPSjus7NWBXA5ZKqWfndBn+O25V1bFAoSrYQdkrrq8ZsjUxh/64xS2gsIevkdN2gMUloTJLiu2UxWhZbNkL5e4Cgxw8dglFRxmkRTPIS6evv2KbZvs3tOJziUmtsEToU2xwgW1FPCc5myQGcrfvJLTiLIpj/QnCWpL8cnFXDiymTfXgpjUYgKNzLkFsqCUVCIoLw8Te4FPUmzGh4hWBUw9u5NCY6LBEVg13WqcaiVig6LsLzb3NqR6cTCI8O8qpt69iDQwPcXovc7QutTuv5uCnPMZd+3R/rUsO7etrftkbKwfm/oPIkKWXTxIkTGT58OH5+fqrb/f39efjhh5k8efJt91EOz/+f9P/1QqT0YXVaJznDkhK63MkJzBzSdVuBz+q3q1zUANoKkTZgtoC0DUolG8xaQdZf0BHu44NghWgFADuAsQnublyPhOAQRyi2gLEzfA9v1Zgo/wA7IBtxrWeBZoOooVm1OPvYlOO1/Q7FbzWDRlJCs/Lhwe7fbF1s+9Pm/6wAZwUkCw7HzAM4W/SngbNz1kDlNut25bnmwU0jqV6cHcC8leJ3VqgUzoDR3RwfEsrwv95+QFNqN00qFdrVAHLk20NcCzrDtBNY125RjbZ93STrAFWgrhAbysDHu7oHbhWAq1o/ni5DWnk9LoC2/ZtQo3EVrx4crPvrztFdbFGEFDvL43Fo2D65TNAsCAL+loyJXkNzGdw0ysG5XP8lrV+/nu7du+Pjo55i3sfHh+7du7N27drb7qMcnstVdv1VF8w/0/qsNpHLVkh0KKOeqdAJvpTWZ5UyztZPB4upaK9vtzo7ArRB0FgSo1hA02QHUI0CSPWShimj+tgAV2uUYVZjlOywa4FpP7QMb9eUuOAQ2zp31meNCWpER/Jg68YOFmk7mFv6sUC62Sjy6v1dqWhJKa4coxWiBVGyW6JFiUE9GhMW5Kdw77A+YFihFnvEDcs+io4OUbU4O+xvJ3DW6TSu4Kz29sAJnH189d6Ds9N52LxLXdfzS1lHcX46n2/RlcN56oP7Xc9BZR8ewDg2KYr+o7vhF+hbej2V+p2GtKSeMqWyWsprFbXo2YBWvRs6/C5vrKV9H+5IUt04zzDrtLTr14RGHWqVqU6d5tXoenfrUmFTOe6ouAjue7mvm7Gr75MqdeMZMuYOx31eSv2hz/elTqsaquNwN8ZnP3kYf+djrFpYHptGI9BR+fCgWtS1P68Th5SD8/9O0v9o+Y/oypUrqpE2lEpISODKlSsey3hSOTyX6y9TmV03/ko5W5/duW9YLZnO650B2hmildAsivJnUXSwQNvqKwDaoNEwengHkuIj7RZok9Vlww6sGhNozRJvPtyD2onR5GYXOVijbSBttIP0oKZ1qRAcQHxoiFtgVn5PrBDGkFb1CNH5WMBZ7l8GdEVfFqu1JEq8/0Rf/DRahfVZUrigOLppFBYU89mUe4mpEKx4eMDhYcK6b+R9Ct171ee+YW3RggU8VNw0nGA6plIYj7zcG4NBazs+LsdNxeJcrW5lRrzSzyELpTfgjCjRpk8jHp00xNGl2IO12V5G5NqlTHo91IGBT/YoFXTVFFs1mqCwAO4Y0anUsg5jlySi4yOo07I6Ddp5ztCmBtQDH5eBPSre1Z3CXea/0ApBtO3flKr141Q6ca/2dzYjvmYsETGhXtep07IaCcmxVG+U4HY8Lg8ycRG06NGAGo0TvXqAQJLQagXuebEv8TVjXLe7qZ+blcer854iUpE23K0s1xCtXsukxS+5PiTZxuJobRZFiQ53tWLUu/fZ0387FFfvc+Tke2neq6H78Vj7Uqjtnc0JtaZ391Kq8behHJzL9YdlMBjIyfEc2jInJ8e7SdJuVA7P/9/0T78wleX14R+xPjv15+ovbYUz1/Xu/J81QIt2Nbnz3pZ2gLaWF53+miVqVovmq88folH9eE6fTLP5/Qqi5GCFFiwg/cL9nenZuhbnUzMdwFpr9XVWuFr4iALDuzQDoHJYsAKqnRaL1dpH0hAbEUygnw9DWtdzBWYn1w3BLHEzu4BaSRV5eXhXF2i2wr9gsrtmHDx4ibhK4Xz+wf1UtT4s2FwyXPeVYBbZsPIIDz3aicmf3E94eKBn/2bLsbh89jpVa8Xy+e/PUqtBnDo4i/bjZl13bNcZmneuzcfLX6RqvcruzyNnqzWwfflB7hzdlYkLnpUtd4rzxqNvM3AjVY6bPmrSUFr2buT+XHU5d+U2YqtEATDwqZ7o9VrPsOekTne1BKBm06p2y7sX8J5UL54G7WsBkFgzxjvQBHoN64DeoCMhuRJancYj1NqtweEkN00CoGH7Wl7VkSSJOi2rA9Dtnjal7kPrEmXxq77/5X7q5VX2jVanRW/Q8dynD8uQ6sV+uHktm/DoUF6b/wx6H72bsTlef84cuECdVjWY+PuL+AYoXkd7cNHYtfwAd43pwxu/PG+rU5qbxs5l+5i0ZCxPTh+OwddpbG76unbxBt+c+IgBT/ZCo/UOK3wDfXl/3Rs07d5A0b7n679Gq2Hgs3dQMTHKqz6sqpgYhU7/r4uPYJN6JKM/f/mvqF69eixZsoTiYvUsz0VFRSxevJh69erddh/l8Fyu29NfHfZI2YYbSC6rDFa/RGfrsxKgLdbn+BoVufupbvS6t1WpLgB6vZaeA5sw47enGPvuXWxZfczRAi0p3DTMIjqthuEPt+fTzx4iMbECi3/fhyDaLc5KYLYuIwe3ZnAPGawuXM5U+CTbAdgKvBoj9G1Wm4rhQQBUDg9xccVwtkDHhYWgtZhN7+3cGB+0DmCuHIsVorMsYRjvaF+Hu7o1cgvNVgv0tfRsrqbdIiIikOnT7qN+3coO1mZH1w3ZTePqpUyOH75Mo2ZJfDFvNI2bJ3kEZ+vnJd9vp3KVCrw//3Eefqm3DJXWY+/yFkKynVfLvttKYnIsHy19kXue7YlGEByBweFctH8+sPEYRfnFNO5Ym4/XjichOda9RdHFCplPQW4hGo2GsbNHk1QvXv0EdgOosVWjAYioGEr3B9q5L6+ydLa81tcbdCQ3r4qqVID6zse72TYn1K5c+lhFEY0AvYd3sPUXX72iV6DfbkAz2+eGHWp5LGtVbFIUoRWCAeg4uAV6nUZ9HzgpOj4SgBY9G1K9YYJXDxIarWy9qt2yOn1Gurf+K8E+K/0WAMlNq/L0x8MdC7pxMzl94DwA9dom8/ZvL+Drpy/1Orx75UEAWvVpwocbJhBZKdxjeYDdKw6SefUm/Z/owWe73qFqgwTLD3Df1+n95zmx6zRPTB/O53vepa7SDciNblzO5Oi2k0xe8QofbnqLhh3rlFpHNIukpqQx5/QnvPHLC9Rr5935IEkSXx+dxuMfDadqw0Sv6pTr36vhw4eTmppKv379OHfunMO2s2fP0r9/f65evcrIkSNvu49yeC7X3yd3F2M3wB0eE0qD9rVoP7C5/TWkG7DW6bUkN03iztFdGT/7UT5c+TIRFUPdum8IEtRslMjw8f2YueU1ZqwbR9MOtVjz8y77mJwAWgsMHtGeuete5tm3BxFfNYq501eTmZ7t4MJhBUREEUGC+x9sy6ChLdDqNOTkFLJx7XE0ZtFicZYQTKIdok0SwT4G8nKKbJm9zl/KsIGsDZhtk/zkddm3Cti47wxnLmdgLDGjNWJb1Fw44sNCWLldTlzxxS/biA0OtFumFcCsMdtBOiurgOISExk388jKykMvorCYO04OlIFa4uDBiwBotRpqJcei1wgu1mar9d3q37xuqZxgISwikLtHtCO2UrjrxECntwE71h0jIz0brVbDgGHteOiFXnJUNTW/Z4WP8/pfdlNUWIJOr2XQ6C4MGKWAITfgjCRSUmRk77qj8nlaMZT2A5ujswK78vx0BjbLGG6k3sRsMnNq3zkZ+rz0OwYwlZg4d/gSO5buc0wGUopCIoP47bNVlBQbWfb1OsKjQrzqT6PVcGjTCS6nXGX3qkP4B/p4ZbGOiotg7tsLAVgxZxMxSQrroQfAz7+Vz45l+zm17xzXL2d69VAQW6UCCz9dBcCcN3+lYmIF1x/iNF6dTsOVs+nkZObx22erHK27Sqkcl7Tz10nZf45rlzKdulB3D8lMv0VJsRFRFDm2/RRBIf5uodmqMwcu2D5nXbtFfK3SQ2zdTMuypbkOjQqmTf9mpdSQAXXVXDmld2KdOB6dej+RsaGl1vth0q8AVG2QyPvr3uCOR7qWWufHKYvITMuibttk3lv3BlPXvE54Rc997V6+nw3zt9J2YAumbXqLz/dOodM9bT3WuXbxBrNfmcedT/fmy/3v8eWB9xj0XJ8yu5r8bZL+R8t/RMOHD2fQoEGsWbOG5ORkatasSefOnalZsya1atVizZo1DBkyhOHDh5femBv9e99jlOv2JUlodFoMPno0Og1andayyJ9vpmXZs/k5KSYpmvCYUAJC/AkIDiAgxB//YD/OH73MHouVw1kCcrKZCnERRMSEEREbRkRMGHm3Cpj+5GzV7IsgW4EefH0QcTVjiasRS0CwH9cvZzC+33u4TRErivQe0YnH3r3X9srx5rVsXuo7lbQLN9zsD5HQCqHc82xPWnaXX+NkpGUx6ZGvMZWYsCVHESX746YgIJpFTh24SPBzckrklCOXWfLDDstmAQkNaCTbPpBEARDZvTWFIfe3Jj+/mJVLD1JSUAIaQX51ppGQJEFmeo2EoBHIzy5CECUKCkv4fPYGLl3NQmOU7BkGBftfeZ3A1t1nubdHE/Yevcgn8zejMavvL2t4ot37z3Po6GV6tq7FtfRsrly5hUbCFt3Cmmrc/ldi94HzbN6WwvSJQ7mamoVoFO0hjyR7FA1l3OZD+y+g02jo0rUO19Oy5fPMydrs7JaxafURRj3XndycQnKyCki7aDlflNZm7PUEUUIsMbN8/g4Gj+qIj6+ePRtOIJpEx7KW80X5PfdWAZsW7aN1rwZodRr2rT/qEZqV67cv3U9ETCg1Glfh0smr9v8hNRB1gqklM9fh42fg7uf7cGz7KdVj5U6TH/qcUZPvoWr9BLYv3mtbX5o/X3ZGLqvmbuLZz0awY9kB9qxyygLnBqBFUWTt/G088u49/PzhctZ87yYWvtNvTD9/HV9LSLz57y3m2kX1/3vL4G0fV8zZRK3mVRFFiW8nLnTbvlJ7Vx8m/fx1Bj7ZgwMbj8lpo0uRKEqM7TOVd35/AY1WwxE3WVedNfu1n6nZNIlnPn2YfWuPqL9tcNLlU1d5ruObvL/mVQRBIDerlGRaksit67dY/+M29D46YqtWJGXfuVKqyOPYteIAuVn5NOxc1yWrrjutmL2Bu57vS2FeEVfOpDtk8HWnY9tOcXjTcep3qE1mWpZjam03Ksov5ptX5vHC7CcAOLz5ODctVnlP+uK5OTTp3oCwqBBiq1bk7MELpdbZ/MtOls1cyx2julK1QSJZ3W+x9rvNpdYr179TP//8M5999hmff/45J0+e5PRpOT9I7dq1eeKJJ3jsscf+UPv/OnhObl6NnMw80s9fR/TyFb5Go6HD0NZkpGZy9ew1bqZleXWBC4sOpftDHclIzeRGaiYZqTfJuHKTkqISj/XqtatFhyGtuXUjm5yMXG7dyCH7Rg63rmdz8bj79LIDn72DJl3rU5BbRGFeIQW5hRTkFLJnxQG3iWF0eh2vzH+Wqg0TMRnNmIwmzEYzl05c4asXvyUzLUu1XkRsGB9seJOYKnbrT35OAV+Mmcuqbza4HWNQWABTVr2Gj589Luz8dxexf+0Rt3VEUSI0KoSH377btm77kr1MfehzCnILUU2gIEoUF5VQMTGK5Kby6+SLx1N5pf973LhyE4eZWZJku9nq9Fp8/Ay245udmcu4AR+QesZy8xQskRg0gkO92s2TSG6ciNksYjaaeWv4TLJu5Mr9WM8VwdHaXb1+HOM/eYDTR1OJiY9g+msL5QQyFp8/QZJkYFYAdHhEMG9MHcrOrafYsOoo587fwBq+Ts6LIiAgf5ZXSBgMWu4Z1JxfF+9j6crDCBrLZknOXChTrjw+QQJJkBAESKwUweptJxBLxFJfMYmiRKHJSEZWHvFRoew7fFEVmG2ZCUXYvvMsgiSRcuYa/Xo0ZNqnq+2gLbqCs2CW2LntDBvXHKcgt4jRT3Zl97YUivJL7NBs3b8Kt4zcWwVMfnkB2Zm5vD9nFH3vbsGS+Tvdu9NYPq+cv5PrqTep2zyJ8Z89yDN9P5TB2w04W8+ZZXM2s+qHbdz/4h28Pvcxnuk+mbzsAo/gDLB71WGObE+h76jOPPnBfRzedoqbV1WgQ+Xas+SrdQQE+XL/uAF0uac1y2e5/x9UjhXAbDJz+dRVOgxq6baMO/kGyuHPCnMLSy3rUM9PT0hEENcv3kAyWx4SvMhoGBkTBsDNtFueCzqN3eCjp6SwxCMwOyvPkgQqMMTfq/KiWbYkXziWKkcD8VKpp9PIzcrD4Kunftua7LO8gXDfkcTJXTLErv9xG30e6cKK2R6Ot+Jce3/EF1SsEsXMg+/RbmBztixUT/6ldJdbPXcT8975jdd/fo7nZz7K483GYSwxeRxi+rl0Pho9g5tpt5i0bBwnd59m1ZyNnn8XMG/yQrb+touuD3Rg8opXeK7D6+R6SjMvSayeu4l+T/Ti4IajDHtzKPnZBfz28XKP/eRk5vLZ07N55L0HEM0ir/08htf6vkv6hese633x7DfUbZNMUHggjbrWp8/obsybtPAfb3X9X8Rhvt329+zZwxtvvMH27dsxGo3Uq1ePMWPGMGSIShhLJ0mSxMqVK1m8eDHbtm3j4sWLGI1GqlevztChQxkzZgy+vreXWVEQBJ588kmefPJJ8vPzyc7OJiQkhIAAL6PJlKJ/FTwLgkC1xkk88/koSopKSE1J49KJK1w8cZnti/Zw7vBF1XqhUcE079WIrve3B6C4sIT089c5vjOFOa/OV33S9Qv0JbZqNF3ua0eVunYfRGOJiZ+mLmL+O7+5QLRGoyEuOZbKNWLo/lBH/ALsB/3A+qPMfOk71fEFhQdSt20ycTVjad67sW39jdRMvnrxW1VwFgSBqg0TadqjAVHxkcQkyX6PZpOZn99fzA9v/0JxoSvk+wf70+KOxvLsaItPoHV874/43K0VOLFuHF3va0/ne9vawDnrejZTH/qMvasPq9bRG3S0G9SCvqO7UbdNMiVFJRh8DfzwzkK+ffMXtzf3qPhIBj/Xm17DO5GdkUNuVj6XTl7hjcHT7BYaUXQB6Nb9mjDyrSGEVwxl+Teb6Hpva14ZOI2LJ65gy4QmiQ4AHRjsx+Pv3k3nwS1YNHMDaRczyMsu4PThSxZrs6IfC9ShEWjeqRbjPnmAfVtSmDpmHjUbJXD2xFUXC7XN4qyRMPjomPD+UG7dzOf9CYsoKpat2oIAklYDyBPuJAkELXJfAtzRowH+fgZ+XbjH4hcsQ7MgWKBZBaJDgv0ID/Hn4qVMO1BCqTeJ1LQs4iqGYcsmqIRf0fG7tb0lKw/x2MMd+PKr9RQWlLjWs+43SSI/twgkiW9mbqRDl9rc/1A7Zn26zsXabNvflnW7NpwASWL2h6sY9VJvThy4yJljV9yCM5JEVkYu6xbuZdPv+6lcpQITZo/kuf4fUpBb5BacESVSDl4ESWTyI1/z8aqxvDxjBG/c/Qk2hHETii4vu4DcW/l8O+k3WnSvz7PTH+T1uz5y3MHu4E8Uyc8uYM33WxjwWHdVePYEw6kpaUTEhOIf7EdBjvcgbHVNKMgrwiHjZimy+gY7WI/VjBlOQB0RG8atjJxS4c1ZBj+DZwhTUf4tD/DswfBy8XgqnYe29ti287HIzsglZf95mvVo4B6eVd6WLf1qHV/s7kKNJkmulmQVtzaT0UxqShqrv93EQ28OYdvve10yvjrPM0m3vHGb/sQsZh35gHvH38ncCQs8/Di5vdUW1425b/zM05+N5Oyhi5yx+F270741hzm86TgbftzGR1veZuLisbzc/W2KClQmbin+9yYOnUbauWuknU3nqc9G4hvgw/zJv3nsa9PP2ykuKObk7jO8+dtLfLzzHd4YMJUTO1Pc1ikuLGHSPR+SULsyPn4Gnvx0JHVaJzPx/g8g0221crnRhg0b6NGjB76+vtx9990EBQXx66+/MnToUC5fvszzzz/vsX5xcTG9e/fGx8eHjh070qNHD4qKili1ahWvvPIKixYtYuPGjfj7e/cA7E4BAQF/GjRb9a+A59cWjKFa3apUrBKFwTIz2eBrIKl+AreuZ3Nq9xkHcA6JDGbUlPuJS65EfK1KLnErczJzWfbVGpbPXOsAmFUbJnLfK4NIapBIpWoVASjMKwJkKF397SZ+ePsXrl10fP3fun8zBjzVmxpNkwgI9ic/u4CC7AL8Anw5f/QSX7/8PbtXuL7CGjymD90e7EhS/QTMJjMpe8+SefUmQRFB/PLBEua/s1D1ovPcV4/Sqm9TwqJDSb9wnb2rDpJQJ45zhy/y4SNfcv7IJZc6QeGBjPv+GRp2rotoFtm3+hA/v/c7Q18ewNdjf2Dx56tUb85VGyby4qzHqdowkUsnUlnyxWq0Og31O9Th3Qc+5uY19XAw7Qe35MmPhxMQ4s+mn3fw1Uvf0+nuNhzdfootv+5yLGwFWuDB1wdx90v9SDt/nU+e/ob1P21n2BuD+X7SbxQXlqje3AVB4J3fX6Bhx9qs+nYL305cSEFBCRt+2cXpgxflOlZrs0Lh0SF8vGYcZpPIS3dO4/C2FHwCfCkuMsrtyo3bAVqQLcGN29bk9a8eZsncrcx8ZzGiBEd2nnVsX8QBoDHDQ493ITo2jKfu/5Li/BKwTDQSEMAsgjX1NgKSWbYeC1oYcldzFi3eT+6tQtn4bXHXsFnCLRAtiCAJAoIgkWix8F24lCmnCy9FVmBNvZpFXMVQ2c1DAcy2Mg7WaHnDuvXHeHxERzq2rcnKlUdUodnujiGvL8gtYuYnaxgzvi+Lf9rNjWvZjpMAwcUCjSSxcO5W6jdN5KWpQxndZ5rNfcdT8hOT2cTER79h+pIxPPbWID545jt7ORzBWV4hw0PuzTzeGvYFHy5/mTsf68qvn61xC87KdozFJt57dCbT179Gm35N2LZ4n0N/DnKCuN+/WE2/0d2o1zaZI1tPOo7Pgy6npAEQVyOGU3s9v85XyvqAb73OqfWl9j8XnRCJKIq2SCFu5fT7ImNCybyaZV/vhbUawMdXT2ax0auyVhlLTBQVFBMQ7FfqpESlLhxLJSQyiNCoYG5dt1/fSjsOe1YeouNdLfnypR8cN3jwYz576CInd5+h5/COdnj2YjL29xN/5ZvjH9J+cEs2/rTdUs3z+DKvZjHjxe94+rMRrJqz0QbVDlLpe/7k30huXo1X5z/LiLpjMJs8X1CMJSZu3chhbM+JfLTlbZ75YhRThn3q1I/jWNPOyW8Gl85YQ1FBMS/MfoLcrHyWfrnaY187l8r/Wy92eZMXZj3G++vf4PmOb3h0Tzl/5JLtHnlq7zleX/A80za/xeI633vs62+Vm3kEf3ofZZDJZGLUqFFoNBo2b95Mw4YNAXj99ddp3rw548ePZ/DgwSQkJLhtQ6vVMnHiRB5//HHCwsJs641GI4MGDWLJkiV89tlnvPjii7f1kw4cOMD8+fM5efIkBQUFtqQoFy9eZNeuXXTt2pXw8NIn0apJkLy5Mv9NysnJISQkhJ8+XEh2Wh5p566Tl5XHxKXj2LxgJ79MW8LZQxdc6vn4GRg/71kunbzC5ZNXuHQilfCYMB59/0F+nLKItd9uUrV8JNaN5+6XB3D20AXOHbrA2UMX6T6sA1XqJfD9Wwu4ciZddZwt+zShWa9GnNx1mpO7TpOaksbj04dz7tAFVs3Z6GIZsKrvY92JiA3n8KbjHN+RQlF+EU99OoJfpi21XUzU9NDbd3PrejZ7Vx0iNeUq/kF+dHuwA0u+WO3WlUUQBJ76bCQH1h1hz8qDFOUXUal6DAgCV06nue0rtEIw944fyNrvN9su7jFJ0Vy7cN3ud6zidlGjaRINO9Zh1ZyNZGfkAuAX5EtRvnroGGsbrfs1QafXsfW33XL7TsDrciO33Hx7PNie0/vPc+5Yqss2hzrW9iz99R3ViXU/7aQgr8ji26yxlbPVEwT7TV4QMPjoad2rPhuXHLBvtyySRnD4jvU7EBoZSIWYMFJOXLGXFwQZogVB9l3WWNZZ4FjSCMRWDiM3v5ic3EL7NlCUx17fsmi1GmJjwrik5jbgQRFhARhNZnJyZJhyAWZwcM2Qy0DVpCgunLuOaI25LDqVdQBq+7q6DeI4uv+Soi+7tdl1ndxfYLAvsXHhpBy+LJfxAM7KdYnJMRTkFHI99Wap4Kxso26r6pw7epmCnAL7jvIUw9nyP1ivTU2O7TyN6A423PyvVm9cpVR/VjVVrh7D1XPX3F5v1KTVaalQKZwbV26WCkVKGXz0VIiL8MqXWCm/QF+CwgLkiX9lUGhUMJIo2a4l3qpiYgWyrmWrvoVzJ71BR0RsGOkXbnj14GIbY4VgBI1A1rVsj8DsrMo1Ysi8mkVhbkHphRWq2bQqpw+cRzSLZYpq1LBTHQ5uOOa6wQO0B4T4k1C7Msd3uLfqqimxbhzGYpPrPaaU/dq8VyNO7DxNblbZ3jZ0e7AD6+dtLdO57BfoS/P+DXnt+xfIzs4mODi49Er/I1kZqHm/t9Hpb899wVuZjEXsXvya1/tg9erV9OjRg+HDhzN79myHbXPnzuWhhx7izTff5PXXX7+t8ezYsYPWrVtzxx13sHTp0jLXf+mll/jggw9s/8OCIGC2uJhduHCBatWq8cEHH/DMM8/c1vj+FfDckf7oBNniXKFyBJIkeTWBQanISuHcTL9VphsLgH+Qn+yXW0ZptJoy9/W36A8ECbe34X3QFkElWH+p7XgJ0IoCLuttdZRtKUDZoZ4XAG1fJzh+VwNoax9KYNbg4bvFjcMBiuUykq0vbCBthWjAFaRR/LXK2//4UoDZBsMoPnsDzeAAyR6tzbZ1roDs4KahbBNcy4MMq4rLnTfgbC9cusXZ1ofjRlTlBpz/wZfjUvVHEg78E/SH9/3thuX8Awmj/oxQoH90DGXv6593jpskIxv5/R8Lzy36/m/gedcS7+F5/PjxTJ48mfnz53P33Xc7bEtPTycmJobOnTuzbt262xrP3r17adasGf3792fRokVlqvvNN98wYsQI+vbty6RJk5g/fz7vvvuuDZ4BWrdujZ+f322P71/htqFUqa8J3aissG3V7YAz8O8A5/+6nP2iQdV9w2UCocKNxOYHKkn29mzlJLt7hmIyoSAiR71w6ANVP2j17wo3Dit/K4YH1j7lRa5v/w5ylA4bdN+OrE/r3gCz9fcp6zhBs+N6BSDjuE4up7A2Q6kTA10h2TM4O8KuG3B22Bf/YHD+M+DJ0wNtGeRp/P8ksP5TH1D+yP7/J0DzHxxH2fv654FzuW5P1ugV1atXd9lWsWJFAgMDbWVuR1Zrdvfu3ctc9/PPP6dWrVr8+uuv6HQ6DAaDS5nk5GSbG8ftqDzOc7n+uMpw8b2tlN2egAU8Q4tlm0dgcljnWk5SgpjTRDMHq6gz3ElOi2KdS/xnl+/2pCoOcZBFOb401ljKJvt6QVRm+ZNjKydVDkcwiV4tPoJAQkyo/N1sj80siFjadVz89Dp5vE7blDGbrdZmZdxmB8uyFWot6wTrd+v+UtmPLvtWeRy8BWdlTF1PCVDcgLNL7F5vwNlD/OQyAZ0oOYw/IjaslAqeVbNxFcc2vQQzQRDcJ3RxkjLecUCIH1FxEQ7rPKXMtqpGkyoe21VbqjVK9KptqwJC/D3HGVbZTyGRQV7tA/ugRW9dvVWqes4OWNZxlINzuZyVk5PjsLjL0pednQ1ASEiI6vbg4GBbmbJqxYoVzJgxg1q1ajFixIgy1z9+/DjdunVDp3NvH46Ojub6dc/RWTypHJ7/v+u/ckHzYkKQ6o3TnVVRLfug/KF0gHYHedZyZjsgCpKEXqt1+O4Jolu0SCI+LsKeUES0wKtJtIG0xpJoRAs883g3t6lYNZaU2tYlKT6SO/s0tn23A7kigYsVlk0S1apG0bFjsgvc2xKdqEBzzVoxlsyLCmi2+kmrPGhocNyfqvtUYd3G+Ti5A2frMVZz1XAGZyegLNPDm7syirZqNktS3eZY3z3Yjpp8r/sUz6XIL9CXUZPv9dyfG7Bu0KE27Qe1KHOfXe9rR62WrtYqpZyBt1K1itz5RI8ygXDFhAoMGdOnTGOLqxHDgCd62Fd48VBRv30t2vRr6rlh67lmOae63NuW8BjvH3okUaJ2qxpltuD7Baq86v87oPm/cp/5uyT9jxYgLi6OkJAQ2zJ58uT/yU+0as+ePQwdOpSQkBAWLFiAj4+bZEUepNPpKCnxPM/h6tWrBAYG3u4wy+G5XH+S/qyL8e1an8ERUNxYBV0ASq1PG4CVAtBKH1oLwOn1irB2noDPsu7BJ7oQERHgAMzuIDoqIoiXX+tPQW6ho5VXafk1STardNuW1WnYMIFAHx0as+iyOFuSq1eNpnv3evgZdKqw7ADsooRoEnl6TC/CQvztVmaz4vdaoNkKx4IoMvzJLtSsU8kVmm0w7fhwoddrefj5nrK1vTRrs2Jp1qmWw7F069+sKOMf4EuiNWubm/PQHTgPeKybnFFQbXsp1ua+j3Sl7QCVzG9eWoKrN05kwJM9PJZxp0ad61C3bc1Ss7qpjeuOEZ2o4Wy19kJ3jOgs1yuDOgxuQYMOpadvVqp++1q07N0I/yA/7yqIEpWSouk7qgv+gb5e/x7fAF9Gv/+AQ+x7wAWYlTL4Ghg79wl7plQ3UlqaazROYsTke7z7LRZ1vb8dzXs3chxTKarfobZXabyVCgoPVP8t5dD8r9Ply5fJzs62LePGjVMtZ7U4u7MuW/21y6K9e/fSvXt3NBoNq1atok6dsv3PW1WvXj3Wr1/v4OOslDXyRpMmTW6rfSiH53L9DSr1taOXIF7qq25Pr9XBo6UZSZJvoJ4A2tqu5XObnvUYNKqTqmXUASglCa1W4Lm37qRj7/pcu5KlCsxIdvcOrSAwfuJAgkP8KcgpsrlWyFZe0Qa2NoA1iwy+qzkACZUjLGm/PS81qkUTEOBD1851VGHZ2bqMWSQk1J9nXuilgHnR7sphVrhhWP5eu3qLiZ8+QGJSBY/QbF1KCkqoWiuWVz57UIaT0qzNlmNSrV5lXvt6JAHBfu7BWQniokRBbiFPT7ufXg+2tZdXHHdPFuew6BDeXfKS4yt8D9CsbOvqmWuMnfM4DdrXKjOIAgSHB3Hvy/0d4rZ7q+Y9G6LRaGh5R6PSCyskp3pu6grBnizWokTdVjVIqFWJ6o3KCs8tiYgJJcGLlNRW1W+XjI+fgTb9m5Y6Luv+rlS9IgEh/vR7tJvX/fgF+hCdEMndL/X1CMxK5ecU0LBjHe4dP1B1u5p7xuWUqwx9oR8Dn+nt9dhO7T3Lm78+T6e7W3l9Xb1+8Qaf73mX+h1qe90PksTkFa/IEZwU6zxJo9Uw6Lk++AeXLYZvpWoV/1E+9P8LWZOk/NULyO4WysWd5dfq66zm15yenk5eXp6qP7Q77d27l27duiGKIqtWraJZs9JTybvTww8/TEpKCqNHj3ZxO8nJyeGhhx4iPT2dUaNG3XYf5fBcrj/POvBXvwpUAYpSX6Ejh56qWt/um6nq/wy28YdFBvHwawO557leDuvdAXREVBCvzXyY8V88xJYlB9xaQ62A6eOr441PH6DHoGYc3HHGDo5OwIzZDtzDR3eiToN4RFGkMLfYbpG2uVRY/ZTldbVqxlC3vpwlLTEh0it4qFZdTrTTb0ATC4Qr2xYtbVu+ixKSSd4vbTvVomPXOi5WZhsYW/2czRKXz1wnONSfSTOGER0T4haabdAuSezddJLW3eoy5YfRhEYEuN2/yrcBG3/bS+teDfh45UtUq1PZUl7FTUN5DkgiWxfv5ZkPH2Tc14/gH+zn/hxzesuxY+l+6rWpyceb3pCz05XBt/nSqSsYfPRMWDCGag0TVeu5kyAIBIYFEBDizwOvDnSENy+WZj0aANCqb9ksMD0e7IBOryM4IoiKiRW8rtdnVBcAqjdKtE9GLWVJTK5EYu3KADTqWMc7EBYl6rdLBqDL3Z4Tnihlje9/51M9MfiW4gpj2YfWlON3Pd+X2KrRXvVjTWRz/6sDaWCBVCswuzMupJ66CsBjHzxIp7vbeNXPmf3nKCkyMvbbp+j3mHdvJ9Iv3ODG5Uymrn6NQc/e4VWd3Kx8rl/O5Mv9U7nzqV4uAX7UJJpFTEYTc1I+pteIzmi8dAQPjQrh871TaDOguVflAQJDA3jykxEkN6/mdZ1yeVaHDh0AOWSds1atWuVQpjRZwdlsNrNy5UpatCi7O5hSDz/8MHfffTezZs2iQoUKzJo1C4DmzZtTqVIlfvnlF4YNG8bgwYNvu49yeC7X3yJJlAiO8DDRxgnENRqB5ObVuPfl/g4pxVUligiCQJ1W1Xn6owf59vgH6Aw6dfcNsMFTxYRInnzvXuYemEz3e1vz08crFVZNdYC+44E2zNjwCq171GfX2mNcOXfdwZrpDHchYf5M/fZRmneU3QoObD+tbn1VTCJs0bo6Q4a3A6AgvxjMZts2K8xilsAk2oB60FD7xScxIRKNSfS46ESJKpYbf9Xq0dStXckBlAUr3Cssy5LR/krsqZd7ExHu71hG4ZphhemLljTpkdEhvDPzYULDA9xCs3XZv/kUADUbxPPhwmeIqxqlDs3ygQHg6vkbnDpwgdjECkxb+gK97m9t3648Pk7W6A2/7MJsFukwsDmfbnqdag0TXM4tB1naOrX3HJnpt6iYUIFpa1+VrZ0Oxdz76F46KUNRQLAf7yx5idhq3gEYkoh/kA9aSzr43iM7E18Gy2yVevFUqBwBQKPOdfELMHiGbYsEQaDXiE6279W9dMEIjgik7Z2yNck/yI/KNSp6Va/DXfa04w07emcNjYqPpGKifJ1o0LGO124pVngOiw6h+4Pt5ZWl7A9rlkaDj57HPhjmVT/WmOEajYax3z5JiKdroUXXL2XYstq+OPsxGnet576wZYyiWeTY9lNoNBqe+nQE970yyKvxbf5lJ1qdltEfDGP8vGdsv9GTFn++El9/Hx7/aDjvr59AxdKu08DymesQTWbGzHyMT3ZNpk6b5FLrHNt+issnrzBh4Yt8sW8qrfuXbqHMu5XPyV2n+WTnZD7ePomOQ1uj1WlLrfePkcrbzL9kKYO6dOlCUlIS8+bN4+DBg7b12dnZvPPOOxgMBh588EHb+rS0NE6ePOni5rFv3z66deuGyWRixYoVtGrV6g/tKqvmzZvHjBkzqFKlCleuXEGSJPbu3Ut8fDxffPGFS2zqsqocnssFyDfE0ArBXltOgsIDqd2qBj2Gd2LYm0PtM/7dWJ99A3yo374Wg8f04dX5z/BtynRa9fFs7apQOYyewzvy6ryn+fnKl3y85U0KcgtJO+84Q1YJJSEVghn2xmDmHHmPaWte5Y4Rnfl52jJ71jU3AD3k6Z7M2jOJPg93xOCrZ9abv5J3M99a0PG3WaCrYbua9B3eQc5gBvw2Y729vNK1QAGDIeEBXL1gT2l8ePtpF6spFvcLqzX60rnrrPptHzfSs8m8nusCyzbQFkWbBXrhd9s5fvgy65YfJiM9Wy7rYQkPDeDz91ZQUmzio4lLKMgulLeZJYWLiBWm5UU0mzm6/wIA099ajGhUlLOUscO0/JsupqRjNpkxm0XWLd6PzhIiUA2arcul0+lcv5IFwK2MPEKswK08npayNkgVZeszgMFXT6Wq0YRGKiaHqLnsAFnp2exfLyeQCI8OoU6Lami0Gldrs/K8sJxLO5ftB0Cr0xAUFoDeoHM5z1wkSlxJScNkNFFSbGTjgp2ew1w6wVtwRCAr52zEWGLiw9EzbZkCvZHeoOO9EV8A8PqA9wiNKsXtw9JvQLAvb941jZKiEr57+xdEs1kVKp3lF+jLqwPeB+Djp2YTFObdZJ0jW0+yYvYGDm44xtZFe7yqExweyJTh8m97Y9AH+AWVEiPXMvbDm09w5uAFFn68gmPbT3n8PVZpNBq2L9lLZloWXzw/V/Z9d9uNbFnOzy7g0skrAMx8+Qe35ZUSRYkrp9MpKijmwPqjcqZGN79DqSObTwBgMpq4ejYdX//SQXjTLztsn/0CfYmrGeu5giRxet85W2rs5BbV6PpA+1IB1Vhs5McpiwCo0SSJF795glota5Q6vpljf6CooJhqjarw5m8vMX7es6VOml37/WZ2L99PrZY1eGX+c3x37jNa9S1lome53Eqn0/H1118jiiLt27fnkUce4fnnn6dBgwakpKTwzjvvkJiYaCs/btw4atWqxW+//WZbd/PmTbp168atW7do27Yta9asYcKECQ7LRx99dNtjHDVqFIcOHSIvL4/U1FRycnI4duwYjz766B/45bL+dXGe/w2KrBSOTq9DFEX5nm75ayoxkZ2hns5ao9XQsFNdDL569D569D46DL4G9D46di7dz43LGar1IiuF02FIawLDAggKCyQgxJ+gsEDOHrrA928tUM2kCHIGp64PdKBC5QgiKoUTWSmcG5czeH3AVLe/S6MRGD3tITrd3cbmX1mQW8iEQe+rX8gtik6owDvLxhKfbLeKfTh6Jiu/2eAxaUpinTgee/8B24zxhR+vYNGnqyyDcaxnjcecfSMHvwAf26vkHUv389tnljpWPzlF/Gdrvb3rjjL0ud4EhPhzbNcZ1s7bBggyZDnHgAYQNKSeTico1J+b17LJvJbNkR2nVRO0yH3KY85Iu0WDVtVYNm87waEB5NzMt/nvSRoU/Vj+inA9NYvm7Wry65wt7N58SoZN63YzlsQpFkCztHHqyGWiY0JYt/QgSxfscf8a1dJ35rVsVv22j3uGt8XHR8fFM9fscZjB0Sph2QXpl7MYN/IbPvjuEWo3jGPr6qOKBw2FdVfxPSPtFp++uYh6zZJo2ak28z9eYwlN7VTPqf6utUfJzy3irtGdycsudLE0W4+lss6m3/bQ+4G2aLQaKidFcetGrltoVq5f9+N2AoL9qN4oUU52ZHT6H1KDYVFkx9L9+Af60qJ3I8KiQykpLZ20pU+T0cz0J2YTX6sS7e5szgzn9M4eAO7axQymPTKDhFqVSKhdmdXfbvLcp0Ip+87ZJnmdOXiBnEzvsvfl3cpHFEUMvgYObjhmSyNe2nivXbhOpOUhe+NP2+Xj6IX2rztKx7takZ9TwNoftnpV58zBC2SmydekrPRbXEm56lW9r17+nhe+Hk10QqQthXNpmjf5NyrXiOHLvVPQaDWYjI6TlNTcMG5czuT5Tm8y4dfnadCxDuvmefe7fn5/CQjw3IxHyMvKV3bits7hzcf5etwPDHquD1XqxbPhx22l9pN+/jrHtp/i1o0carWozvVL6vcfuW/771v8+SrCY8KIrBROQU6hV5n+ls9cx91j7yQoLICSohJSvThWNy5n8PN7v/PgG0MA2LvqIEYv0rd/9NhMvj46Df8gP4ryiznqfO7+Q6X0Sf4r+yirOnXqxNatW3njjTf46aefMBqN1KtXjylTpjB06NBS6+fk5JCVJf+frly5kpUrV7qUSUhI4Nlnny374BTy8/PDz8/LicNe6l8Hz4+89wCRlSK4mZ5FVvotbqbf4mZaFheOpZLpJhWxf7A/Exa+iF+gL7k388jLyiP3Vj4ZqZn8/tkqx7S7ClVtmMjUtW+g1WooKiimpLCEooJils1Y4zEVdvXGSUz47UUHH65Te87w/ogv3MKzaBZp4DSBJDsjh48eneEWnAHysvJpN6gldVrXtK37fuIvfPfmAo8WrJIiI817NSIgRJ6scWD9Ud4eOo3cm+7ToYZGhSAI2MA569otXukzmdP7zzsWVCQZEQSBem2THWaif/TYTJZ/vc5SVFIF6Mo1YrhrTB+b3+GW33bzVSkWGo1Ww7DXB3Pnkz05f/QyfkG+fPDY1+qFFQBdv11N3vjhKY5sP4WPr4GvXv1ZBjEbbDsBNOAfYOCt7x8n4+ot3hrxFTWsr/dt0CuqJlQZNqYXoigxe/ISzFafZovk5CqCYx2gSetqBIf5s37xAW5muh4fQTlWC0zrDToiKgSTrkhFrSqnbZk3comIDHS0sjqdRlaoLswtAkli5/oTdBvQmK/eXaao4waGJYkVP+3i+J5zfLH8eZq2r8neTScdx6EC3nOmLKUgt4iaDeJ5ZspQnu8/zXZ+u4vhffNaNm8O+wI/fx8+XPEyfYd3YMmsjbbtLnUs2r7sACkHLtC0az0emTSEYztS7G8u3IAzwMGNxzm+8zSHtpzkiWkPsnPZfs65AzCnPlfN3UR4xVD6P9aNzve0Yc13m72yelr3wYmdp6ldSvg31fqWcWi0ZXsJGRYdAkDW9bLFcQ2vGEJJsZG8W/mlF1bI4KeXU2yXYV5FoeW67l+a1dlJqafT6HxPW6/LlxQZOX/kMjmZuTToUIfUFDkVtaeJ0bkW8F37/RZGTr6XT5+eTUlR6fC39octaHVahk0YwsBnezPzpe9KrXNi12mO70ghOyOHpz4dyapvNnDlTHqp9Sbf/zHZN3L4Yt8Unp3xKG8Oet+1kNP/w6YFO7h1PZuYqtE88fEILh1PZe/qQx77KSkq4cd3f+P4jhTGff807yx/hZe6vlnqW5Sfp/5Ogw512Lv6IM/Pegy/QF9+/8wVvpS6cTmDr8d+T5v+zamYFM307ZN4tc9kLp257LFeudyrefPmrFixotRyc+bMYc6cOQ7rEhMTPb+Z+wfrXwHPOr2OavWqUL1JEpWrx9JKEVMz52Ye8ycv5MgW1yfI0KgQareqQe3WNalQOZzKNeyvntZ8u4k1325yAWdBEEiqn0DDznVtlmBffx8CQvw5f/QSnzzxNUe2nHDpyzfAl0Zd6tLijia06N3YBs7FhSXMef1HFn60TBVmo+IjaT+4Je0Ht3J4XbV7xQE+GPE5N9NvudQRBIF67WrRbVgH2g9uZXs1lp2Rw7sPfMLeVQdV96Ovvw+d72tH/yd6klQ/gYvHUwkI8Wfx5yv5/Nk5spVAZRZzxcQK3PVCP3oO70TWtWwOrD9KdEIk43pN4urZa6p9ATTtXp+R79xLfO3KLJ2xhuqNq7Bu3jaWzXSfDlNv0DHkxX7cM3YAp/ef57Hm43j8g2FMeehz240esAOtbT9GMG7uEyTWjuOdBz/jypk0tHoduZm5diuwEjIBRJH2g1rw4oyRrP95Jx8/+y3hFUPIuJJlgWX7Q4ASoLV6La/MGoV/kC/PDnmPrBs5ZKTdsh0bdwBdrW4l7nigDVOe+o6CvGLrwXSAZcFqUFWwTJf+jTm44ww3r+fY64BbpysBqBgjw0166i0X+PWkm9dzCY8MwiHbn1IqkLt93TEefKorVapFcz4lXR2ELX+tmQEvnb7GtpVHuPfJruzdeMKxrAp4F+QWgSjyydgf+WLtOPo81I7Fsza5WJvl8vYfnHpahoRv3l7IqLfu4uiO05w/prhROgGOJEkUF5Zw5ew1rpxOo37bGoyf8zhPtH3d0dJnq2/vy1hsxFhsZPms9bQb0IwXvnqEp9u/4WKJdBdJ42b6LVbO2cQ9L/dj3febyhJwg+O7TtPn0a7o9FrX/jzIek0qLWSas8KjQwHIulY2eA6LDiVL5ZpWmnz9DWRneGcZt6qooBhRFNVjHXvQldNpxFaNRqMRHK85HiRJEoe3nKBBh9osnbHG6742LdjBYx8Oo2WfJmz+ZadXdcwmMwveX8yIyffy4+SFNhB3J+sxXvXNRvo80o3R04bxWr8ppfZz7eINAN598BOmb51Iz4c7sXL2BnsBFegxFhttsJxUP4Hx85/lqZbjuXI6zWNfv3+6EkmSeKnb23y05W3e+v1lXrljss3HW03FhSW8Oeh9crPyKMgp5ImPH8YvyJcf313ksa+lX67h6NaTZF7N4o1fX+CTne8wvv8kNm773WO9v1UStpeLf2kf/1IlJXkRK19FgiBw9uzZ26r7r/B5nn9lBl/sm8rIyfdh8NVjNosU5hfxw6RfebDqE/zywRKHf7IKlSOYc+pjFqR/zWs/j6F++9o26+jRrSd5ovlYpj70qUvK7kZd6rHg2td8eeA9Bo/pS+7NPLYv2kNhXhEzXvyWxxq/pArOA57qxa8Zs3njlxeoXD2GhdOXsWPJXg5vOs6jDZ7nlw+WqILz87Me44cLX3DXC/05vf8cL3SewIldp/nkya955Y533ILzF/un8sHGN6lcPZYvx8zhgaQnOLbtJI81fsktOEfEhDE/dQajPxjG0W0nGVn3OT4aPYPpj8/kkydnuX291qhLPeac+piGnery0WMzGVbjaX6ZtoRn273mEZyHPN+HycvHc+nUVUbUfZ7Pn5vLx0/OVr2xKC00Y797kkHP9OaLMd8ypuMELhy9zOt3vqdulbHU0+m1fLDmNfR6HU+0epVNv+zkzMGLnNqj8k+huODHJkUx9utHWDB9JR8++Q1mk1kGZ0XbahbKjnc2I7lJEq/f9xlZ1285bFMNZWf53u+hdhzcmsKWpQfcR4ywLLZsglqBOo0TWLton2s5q2+0c8QKy8TEosISrqfelCfseblkXMvG11dv++7ovy06fZeXC6fSuXoxk5r1Kpf6e5QTU+Z/uoaqdSpRqUqkQ3sO+89pP6adv8EPH65gwMhOaLSKNwP2k8leTwHWCz9fy5HtKdz7oiJ6gAo427fJ7Ux7fDZIEn1HdnY+k1QjaljbmPbYTGKqRNGilyIEnPL3udHP7y8mslI4NZqU7WZwfEcKoig5hgrzQiaTmfzsgjKncfcP9iM3K0+uWwb5BvhwIzWzTHUAzCaRfC/dPJTKupYtTxYug1JPp2MqMRFqeUAoTVY/5oMbjpXuG+yk3Kx8di8/QP12tbyvJIms/GY9RfnFNFOeX6VVkyQ+e/YbGnetX6bz5NSes3z31i/c/+pguz+3F9bCz57+hvOHLzFy8n1ejQ1ky/DL3d8moU4cdz7dq9R6uVnym7jFn6/i/Yc/56G376FBR8+xgSVJ4vyRS+Rk5jK2+9vsXLqP1395vtS+yvXPlewi6znbqNriznvAGwnSP9hmbg2yPbbf21w+fJVrF28QW7UiA5+9gx8m/krWtVuq9TRaDXc935fjO1JI2XuW4sIS6revTWh0CJsX7FCtAxARG06rfk05uP6oze+qaY+GXDh6yQW0larWqAqx1Sqyb/Uh282kTuuaHN+R4vGVROOu9TGVmDi69aTtIEbFR3r2LwPa3tmc80cu2V696fQ6JEkq1b+s0z1t2bVsv1s3FcDlJmrw1dO8VyO2/77HaysMyL7Y4TFhpOw7X3phsLluJNaNIycjV/XBwWYFVspSr3rjKlw4etnm4+0SB9TZB9myPaluHOeOXnbYbqurtMYp+9YIxCRGknYhw76/rNstdRz6t3zW6HUEBvuRc6vAYb1jP4LLX51ei6QR7BZFlbZdPpfRkqgKT87nrgOkOm4zGLSUFJtctgnOMKz8LEkEhvg7+W66efhQrNNoBQKC/ci5ma/+kKPmxgEEhfpRUmSUX/8r1pcW7jAyJpTMtFuqcK2UczvhMaHctLyR8MqMbPkNgaEBZXZrANDqtG6vAd6kdPY0/6Bcdrnbl572vyf5+vtQVKCeAtmpY4evt3uehEaFcKuM7jYarYaQyCD5TUMZkCE4IghTiYmC3LI9+MQkRXP9UkaZ92dinTguHCu7C0Z8/VhmH/qY7OxsgoNLmTj7P5SVgVr3eAudvmxvUMoqk7GI7ate/8ftg3+q/hXw3JH+6ITbSz9brtvQnxmAXg143RYtpV93bbmp5y1Aq233BqBd2lHZLjjDsHIMLts8Q7RVklo5te9/5nH05L7h9F1Qg2xPPs3uynkxKVBeqQLOXkwMdGjPuU/n9jyVUWvHTX9u9QdipHsDxn9U/5/B+n+xf0sZwN/bv1X/XFT4wzJJRjby+z8OHMvh+Z+rf4XPc7n+xVL6DZdaVH3yYKltOfk/u5VikqDcnuTiA+0chcMGP+58oJXtqGy3teNsSbX6QjuMD0Vf7m9UgsO9VHKEaYdN0p8D0KWAs+AMFx58noG/Fpo9lfmj4FyGxCdq/alX/mdDs7d9/Vfg+m8HZav+KcBs1X8YnP8V8sLl60/p4/+RSkpKKCoquu0HhX+Fz3O5/sf6sy+UZbgR3PbNS6WeVy9VPJRxF8XBOd6zQzvO2y3tOPhCW/2HnWIUO/sSq/lEV4gJcetPbEtmotjWpE01t37IakuzdjWcxuLYni3roGWpFBfhXduW36NR+73KBwtlf877Tu0YKOsry1jLqax3SVhSSgxnWxkV/R3grMxCF14x1CGSTVlVq0U1QqNCbqtu9cZVbMlHlNnx1BalqjVM9DppiVJlzYII0NIplrw34/SYfERFGq2GxDqVy1THP8hPPS6xh1jZZZ3U+afI+f+rXOX6hyopKYmPP/7YYd2qVasYM2aMavnJkycTFhZ22/2Vw3O5/jf6sywpntrxBqDVIMiDL2tpqbyV6x3jFbsCtjNER8aGktww3j1EK0FakkhuEE/3wc1VJu6pA279plXo2q+x/N2LJbpiCHeP7mRvwwmUncEcSeLRV/vi46tXH4tyQqNlXdOOyVStU8n1IcIDNFdJjvXOt1lRxuCjdV3vfDxVjrcqLHgBznrlpLQygLMgCDTu4h2sqYFoVHwk970y0E2N0tWwU106Drm9jF7dH+zgECLTk5SA2uvhztRoklQqyCqXxDpx9Huse5nqBAT7M/Kde9xCvJr8An0Z/d4DZdoPgaEBPDL1/jLVCQoPZPjbQ607xyM0W1W5Rixt7/Q+JTXIE8W9yfSnlN6gkycGlkPzP0fS/2j5F+vChQvcunXLYd3OnTuZPn36X9JfOTyXS11/44Wz1JvcnwHQniyNoohep0Hvo5IhzhmgLWMJCvHnvhf7OLblxkotSRJBYf5MmveEHMvUA0RaP+t1Gp6dMhSdTuMxSocSSnvf05Jqdd1HwHBeatSrTJ0mVUhIqqDantq6uKQo7nuqmyvsO4/R8ltys/J5Y9ZIwiICXB8acHrAsLRTrV4cj00cbN+XDtZqR2i2lqnRKJGBj3dzOAe8sTbf/UIfgsIC3JdRawt44NWBctp4b85dxfkrSRLDJtxFw07uIwR4Aj+dQcddz/cps+XTqnrtkulyn/cxja3SG3R0vqcNddp4B89W+fr70PneNiQ3r1amep2GtqZum2THh5RS1KBDbeKTK1GtUaLXdRJqV6ZKvXiadKvvdZ3giECa9WhI0x4NvK5jKi5h0LO9qd/O+/2XceUmL819kqoNEryuk52Rw+Tl44lOqOD92EpMvDz3KQJDA7yuA9DjoY5lTnltTQ9frnL921QOz+Vyrz8boP9M940yAHTNpknqPpluALpB+1q8POtRjIUlik1urJxAldqxfLLuFQpyCh3dONxAtJ+fgbe/f5xKVSpw5dx11/LOEC1JDHm8Kwk1Ksqvbp0hVZQcQ9VJEqERAbTpUY9KVSLx8zd4Cc9xAPQa2qJ0cLaMweCr584RHYivGl061IsimVezqBAbxqtfj0RvsW4pQwe57F9J5OS+c/Qf1Zknp9xjz5ToBpqt207sOst9L/bl6Y8edEwA4u7BydJ3UUExn2yeQJIKjKpBs1Vp567zyZY3qdcuWXW7bZwqSj2dxlsLX6B2qxqKot5ZS/U+OnR6Hc9+Mcp1gmwp0mg11Gldk+Rm1ahco2wh7lr0bkRwRJDDmL1Rh7taEhDsT81mVctUr+OQVvj4GUhu4T10N+pc11K3tdd1EmrLx33Qs729rhMULqcZf2TK/Z6TzSgszCajCY1Gw4vfPIF/kHeZzwpyCxFNIm8tetmWpKY0mYxmCnIKeW/dG0TFR5ZewXKOm01mPto6sUzQHVk5gg82TKBCnBf9WFSjaVXGz3vWlnjLG1WoHMEDb9yFb0DZJtDVb1/bIXHZv0kC9iyDf9nyd//If5n+nWdSuf710um1BEcEeSyjBAe9QUe7QS3o9kB7ZQH3lUWJhh1qM3XleNoOaIZoFtXBRwFSoVHBvPjVKKYue5mdyw+4bHe1Xkq069eED1eOo2JCJNuX7rOtdwfRer2G1755hJqNEkm7kIGxxOQIj87QKorEV4ti6BNdAUUSFjWgVbhJdB/cHL1Bh0ajIalWjFfwXL2eDA5dBjbFYNC5tKkG6wZfPTq9licnDlK3VjtZ1G9akmrUbprEU1PudgVmUXKADJDj7uZlF9BneAee+eA+expZFWi27nezycy+Dcfo/VAHJv36HIGh/qW77ADbft9HTJUoPtzwOp0U7gwe/edFiV3LDxAcEcS7y8fR86EOTn14fiV/7vAlfAN8mbT4Zao1TCyT37/VElundU16jVCJRe1B1Rom2sCty71lsz53Hyb/xuqNEsvkc20dY82mVb2G/ZrNqhKTFA3IbibeygrP7Qe39LqOFZ6b9WhIfK1KXtWxXseq1I2j5/BO9g3K89jp+FvDTlZMjGL0tGFej+9GaiZR8ZFM+PVFdZ9pFaXsP0dMlSjeW/u6e0uv8jqFnO46oXZlPtn5DjWbeffAsu6HLdRpk8yX+6e6+Jq7047Fe0luUZ1Zxz+iy33tvKpzIzWTiglRzEn5mB7DO3kNxFHxkcw8Oo0u97Urc0bNcpXLWeVnULlsCgwNsFlRbPIADZGVwul8b1t6jeziVft+gb60H9yCcd89xbSNEzAZTaXWiasZyyNT7ueH85/xyLv3sX3xXqfxuUJJ0+71+XDDG0xdOZ64GjHMe9eeOUoNggRJotfwjny971263tOG65cz2fCzItuXk7VSkiQ0GoHhrw/klTmP4Rvgw5nDl0i/mOFiZVZCtEaAlz4fTuMOckKEiylpjtCIHdCtIK0R4NE3BzlmglOxTCuBVSNApwFNMBabEEWRarUrybDrYRFEiWoKa2u7XvVdrNlqlmgfyw08vnpFOvVvpO5+YlkkScJYYiLrhpwpseOdTblzVCfPEwEt9VIOXACg5wPtGPPJMDSC4jiq+DVLksTuVYcBaNSxNh+teYWYKgormhMsWI/zjcsZHN91Gl9/H8bOeZxRk+9xH0lC0e/N9Fuc2nsWvUHHmBmP8MiU++QxevG25bwlhXdAiD/vrhhfJhcMnd7uxjD4uTvKNPmvXrtkTEYTJcVG2g1s4XU9a+ZWkB/mvLUiJ9SubANSvyA/KlWv6FW9jkNbU5BbiLHE5NG9RamI2DAqJsm+viGRQWUaI8jJNwY80dOrOlY3H7NZ5M6neuIf6FPqcTeV2K99bQY0p8Udjb3qy5pgpmbzajz7xSiv6pw5cB6A2KoVeW/dG0TEKiZJqf0fgC1LYFh0KO9vmEDr/s1K7Sf9/HWObj1JcEQQby8ey6PvP+hwfqpJFEUWfbKc4Iggxn73NJOWjvPKcv3d2wsIiQzihVmP89med6nfoXapddb9sIW8rHzGfvc0s459SNcH2pdDdLluW+Vnzj9QGq2GyErhJDevRqu+TTH4erbs6A064pMr0apfU+56oR/PzniUtqXcDEMrBNO0R0PuGXcnr/38PN+e+ZRx3z9NcYFKOlTLxTUoPJDO97bluRmPMufkdOZf+pL7xg9k22+7PfbVql9TJi4Zyy/XZ/Haj8/RvFdDpjz0uezm4EYBIf5MXPwSs458wODn7iA4IpCpD3+hntFMcaPqfHdrxn37JHVayzf3mWPnyX7FDj/H8WZRoXI4dVv9H3tnHd3UtnXxX5K6G7RQKMUdWtyhuLu7u7u7u1/c4eLu7u5uhVIolAp1b5PvjzSllCbZp+9dLryvc4yMy4Wzss85OTL32mvNmTvpJbh/+Sm1OH8q5EoDuYGcZzffJon4Xz9yT2s9tIZkqVSwZNg2Qr+FE/AlCO9XX37MTGkh0hParSA2Oo6TO66rjz8p05zwc3ZXqcTAUMGwxouIjIhm9aT9vH/uozfrbG5pzMROqwj8GsKm2Ue5f+lF6tsmG1OmUnHx4F0+eX7lyKbLXDl8/yfS+8NkIPHYvngF8OHlZ26fecqhNeeSnYNk4yQ7byhVvLz7juiIGCLCotg25/CP/57sd03+29459Sjpzw8uPFNbfGshzcl/26sH7iT9WUOIf0Iq2eGbx9SrFfFx8dw+cV+4/tPzoRdREdHERMWybfp+fBItxUUgk8nYMesAAJObLyDsW7hYoErJs2svWTNiK8F+IQyvPg0jE7FMpjJBSb/S4wAY32iuXntoDYL9QhhbbzYAQ6tMFs48H1pxilMbL/L48nPWjd4uFKMwUNC35BgAJjSa+92sRg9Ob77Exd03uHv6MRsn7Px5g5TZZJWS2OhY1o3ejkIhZ5jHZJ2W0hrExyVw7+xj/D4GsGf+Ye6ceCC0fwGfAvF86IXfB38W9FglFPPm3jsiEo2xNk74mxD/UK2kWYNgvxBe33sHwIdnH5MIuD6c3XYp6c9+HwMwNtO/KnFyw4UkE5XMuZxwyaffpdH3vR+nNl0E1CZljfrWxj6TbuUElUrFikEbUCqVZMmTmUF/9aTZkPp6x/otILBy+F/5pEMYf5TOs6GxIdkLZSUmKpbY6LjETyxxiX/WZrWY0cXhhwYVzTUSHxfP7eMPtLoYFa9RhPxl8mBkYoihiRFGJoYYmRhy/eAdbhy5m2qMTCaj3fhm5CzqioWtOZa2FljaWeDr5cf8riv58i51S2ubDFaM3jYI14JZsHG0QaGQExYUzvRWi3Q+jN2rFmLKwVGYWnyv/1o3ehtX99/SGiOTyajTvRpdZ7RN+rubR+8xtcUC4mJSscFORExkDBWblqZCEzUx9/sYwOg6MwgNDNMaA/D+8QfylcqFkbHaWn1G28X4vPmiMyYiJBLPRx8oXVedkdk173Cq1uhJSNRY9v/0DblchlKp5Nn115zfeT1VDegk/WUgKiKGvMVz4PXsE/aZbDi5+VLyDVPVgo6Liadm+/L4fgjg7rmnXDtyP/HfVT+Ol0z7WZWgpGarssgVcgbWmIlDZrsfv19DtmXyJHKmVKrIXyoHlrbm7Fh0goCUJCD5Ay/xe2IjY1AaKrC2s8DnnR+Pr73Wft4A5HLCQ6J4cc+LYP8wbOwtCPIPS73MIdm4KpWKRUO302dGC9wq5GH7guNJ5/YHpCCa8/pvJFvezEzY2Av7TDb4+wSlQmh/nIg8vPSCq4fvMWPvEGq3r8Dm6QdS7M7PhDjYP5QTmy/xzTeExr2rs2vB0Z+PI5VjvHrwDtkLZSWXmyu1O1Xh8r4Uk0MtZRU3j91HJpNRvV0Fanfx4OGFZ6lu98N+K1UE+4cyo+1S3KoUoNnguqla2GvD9cN3uX74LrW7eFC8ehG8X/ikNkiqsS9vvyVzLifMLE0J/hokPGZoYBjWDupShc9vffnsmfozLSVCAsLInWg7/vqu53fHTD3wfe+HsZkR0RExvLj1VijGzzsgqZxErpALW4Jf2nODnEWz4eZRUD0pEFg5uLznBibmxnSZ0YZ8pXNxW1PypQMJ8QlMbDSH7rPaUbFpaXbOOSi0f7vmHSYuJo4tb5dTqo47NzWlYjrw/ok3czuvwKN1eVoOb8Tl3dpddpPjyr4b7J53iPE7h5DLPbte51uAy3tuUq1dJRQGCqq1rciRlaf1xkSGRnJyw3nylsxFwXJ5MRdsVNw+fR81OlYmIjiCDFnthVwMX9/15NSmi9TsWBlDIwMCP38TGisdfwa2bdvGzZvfV43fvlU/L+rW/bmHQfNvacUfRZ7jYuJoOrj+T7VRJzacZ92obVpJXHhQBJ2ntSFr3u8z2jf33zG/60qd9p9xsfG0GdMkKfMbERLJ0n5rtRJnUJc+GJka/ZD5PbrmDH8N3qSTBGcv7IKJuTH2me0A8H7xiYmN5iRZcKcGmwxWuFUtnLSkHx8Xz4Juf3F222WtMQCl6rpTOVkTzbWDt5neapHOMgorOwu6zmxLuUYliY6MISYyhjG1Z+D/UfdLqWyD4gxe1YuIkEgMjQ3ZOnUvdzUZQS3mKWZWpozY0IdSddw5uPwkBcrkZsvkPTrHAShT141xOwZxee9NfL38uXY4WQ2yFgJtbGrE1L1DQSZjeK0Z5CuZk6jQSL1mKlVblaVsvWIMqzWLd88+EhMZ+z2TpiFX8mSkWCbHyMSQ5v1rcWjNeb59DeXb19Dv3w+pk2igVLVCeL38jN+n1B/0SeMmI5C2GdTkRlMioRPJCGSQfyg2DhY/kko9GYmHV15Rt30FjE2NfrQZTkkyE4/ry3t/vn4IIOBzEHU7VmTzzEN6Yx5fewXAttmH6DmjFcc2XCTgc1DqtcjJ9n3Z4C3IUFGuvjsDFndiUsvFqW6XHL4f/Fk+ZDOZsmdk2dWpNOhVncOrzuhV0vB89IEPz7x5fPkZ889O5NKeG9w4op3cJK9tvnXsPq9uv6Vez+rU6uIhTKA1x3//7BOK1yjMgaXHhOI0iAqLwsxKrGHt+6BKLGzUMeFB4T8STD2GSDYOVoQFhQsTZw1MzE1SXxXTgdhodSLASIoOtkqJr9dXnFyrCBFnDaIjYvB64k2BMnmEyLNm/67sv0WTgXVxzJaBrx/89cZokg43jtylcf/aQuQ5Ljae6wdv8+HZR9Y/W0TFZqW5vPem3rjdcw+jVCopUrkA/Zd14+H5p3oJalhQOFNbLMDY1Ii/7s+l2+x2rB62We9YB5edICYyhsYD6jByU3/8Pvjz8rZucuP/MYA1I7Zw88g9Fl6ayvQjYxhbdwYxUbqvkw1jdxAZGkl4UASjtgzA3NqMAyul3Te/Gpqmvn96jD8db9++TZUUnzx5MtXtpTZZJ8cfQZ6LVS9M2TqlcK9WmJxFXZP+/v0Tb5b0Xcuzay9/irFzsqF0vWKUqV8C9+qFMU3szI2NiWPrlN3smX8kVeKcs6grlVqUpXKLsjjnzkRESCRGJkY8vvycuZ2Wp/qAkyvklKjlRq1OVSjTsASxUbH4fQzA0s6CJb3XcG77lVSPy8zSlBodK9Owby1c8mfh3ulHBPuH8ur2W2a2W0JkaColCqibTFoMb0CtLlUJDQxj/5JjNB/agKnN5yfVqqWGIpUK0HVGG/KXzcP5HVc5u+0y+UvnYWbbxVonEXK5nHq9qtN5WhsiQiKZ3Gw+eYrn5ObRu3i/TCXLlQhzazP6LupMzU5VOLzyFGtHb6N2l6ocXH5Cawyoaw4n7RmKsakRQypP4v2TjzhmcyA+LkGni1n19hUZtqYXh1acYvWoHRgYGfyYRU+FQMvlMkZv6kum7BkZVGUKYd/Cvy/163AjdMhsS7/5Hdi98Bgv7ngm20T1482YfEyVklpty2FiYczB1ed+JtiaMeAnEl2yWkHunH32I3lLFpeSQMpkMmwTu9e/+YZIWo4L9g/D1sFSa0xqZPXx9dfI5DIKlcnJ3bMpsq2pERCVCmWCimObLtG0d3V2zD9GXHSc7rjEYz+55QqNe1en47jGLOi7IcU2P4+VkDghXNR3A4vOT6BKizJc3HU91WNLfnxR4dG8e+LNpil76DGzDQ/OPeHjK92rJWoVBXh8+QVHVp1h4PJuPL36MtWyhtSaAoP9Qzm04hRtxzTm1KaLOleBUo5778xDBq7sgaGRAXGx+nsJNIgIjUIul2Nibkx0RIz+gERoZMzCg1Mcmx7CaZPBkhB/3StVqcHYzIjQAGlxKpWK2OhYjJOXvQkQ4q9e/tg6qs1n9BGx5Hh+8zUFykhTH3l27SVBX4Mp37gU+5eIE7hDy08w7+wksubNzMdXn3VvnHhN+7z5wsmNF+gyvQ3XDt7RmTgCklZy14/ZQbmGJek6sy3LB6zXu2/Bfuqm4AXd/mLy/hE8vvhMZ8IJSFqR3Th+J865MjHl4CgGlBmjN9t9aLmaFI2sPoUFl6Yyef8IJjaao/MeCPYLYf3o7cTFxhMeHEH/Zd1QmMq4uOCQ1ph0/P54/16stOi/hT+CPI/fPQzf1/7cOnafjeP/ZuyOwWybtpf9i4+l+gDInNOJzW+WERESyZ2TD1nSew0xUbG0GNaQBd1WaiV9FZqWZtLe4Xx89ZkLO69xac8NStQsgoGRQdIsPDV0mtKKVqMac+/UQ+Z0XMaNw3dpP6E557ZfwfvFJ+3HtWso+cvk5vTmi0xsPBefN19oMqguh5ad1DqWXCFn8bXpRIREsqzfWs5tv4qxmRE3Dt/lzf13WsdyzJaBuecmcevoPXq5jcDrqTf2mWw5sOS4zodo6frF6L2gEzvnHGTXnEPExsRx9+RDvS/o5kPq4+ZRiJE1p/Hg3BOAn4lzKnbbPee0w/9TIDPbLSUk8WX56fWXxM1Tt+82NjWi06QWbJ6yh51z1A/AuJjUMpI/EmiX/M7kL5WL8U3m4evl9/MsVAuBLlwhHz6evmybdfCnbVIl0AByGc65HDmy9jxh38J+tPFO/PcfxgGQyTA0MiAyLIpbpx/9eL5Sy4Imfoem9vfZbU9CAsNSz85qwZsn3mR0thOLSdyH8KBIbpx4hFly6SgtpDk5Tm29StXmpXHMas8nTZ2vFtKsQUJ8Ausm7qHN8Po/EkU9Shqv7r3jwPJTuFcpkCp51na8+xYfp1TNohSrVlg3eU6x3+vG7qBolQLkKZGTe2cep9hU+7nds+Ao5RuVJGveTLx77K19vBRj3j/7hI8vP2Of2RZfL/0ZTA2Cv4bw+PJzDI0MJJHnmKhY7p99nLTqJYqwoHCeXHkuKasLauL37UuQ5LhHl54TERIuKc7nzReeXHmBubWZJPL88MJTyW6NSqWKs9uu/FB2JzbWMx5ffk7WfM7ayXMq1/S2qXsoem4SmXI48um1HtKdiMjQSJYPWE+78c0wNDYUntRdO3ibA8uOU7FZGb3k+fsuq5jbeTnzL0yhfONSHFh6XCjO560vo2pMZc6ZiRQol5dHF3WXTGmeGweXnSA8OIK2k5vQf4HQUP8OVImff3qMPxjZsmX7pePJVFLerL8YoaGhWFtbU8+mDTEh6hvW2sEKI1Mj/D/qnpEWrpif5zdeJxFDm4zWhAaEaSWloFaDcMqeMan7HcDIxEhvA4imUSHwi3jdIECmHI4E+Qb/uNQtAOfcmfj81lcSKdKMp63mWhcyZLH/sWZQYKnD2NQIhaFCZ1Pg9+/7Tj4tbMyJDI1EqYNgpEagzaxMfxxL1/JxsviU2aVUl3FSkUJSGBr8POlIsd1P35Va5jy1/Ux1Oy3nXPA4/yOISKdpIyepllWk8nepxafYLvn1LpPJEpsQ9ZN0DeQyUiV7+mToFAYK7RNMHaRMrpD/MF6arecljJmOdOhbaUq6dyQi5fUsAp33jg6IvHdTg4mZseT3KYChhYITYbsICQnByspKcvw/BQ0HquAxGQMDaRMsqYiPj+bqhcm/3Tn4XfFHZJ4jgiMxkKk7wUMCBGo44afmMs1Ski5EhUf/QJwBoRtYKmnWIC1EFtDbbPffHu+nZpuUNcCpICYqFgR4c0r8tAycClLLQP9E0lPJaichWQY6ZWbpp8wx/JyBJrEcQM92mheU1lpozX7Cj/uqKxut/sKf45NDV3b6P4UIcfsvEmb116XydwnayKz2GuiUo+kjzRqkhTgD6cQ5Hb8WgoQ4rfkyqcQZdNw7epAW4gykiTgDRIVF69/oX4RMpUL2D+c5/+nv/1/DH0Ge0/E/Dl1EV2tI6iUcwt+rpYkQxAn0TzXKmu1AjETDj02FGqRGfrUR6aSY1Am1WnlE/KEoaXt9D1tRwqxlW33NgEL7omV7UeKsFYIk9ncnzVKvj/9G7K+MS0u2NK2Z2X8Nf9K+piMd/yNI13lOR9rw335gp4EcCBETfTbeWr5DK3HTViagRztY853Jv9fC2iz1fUjNlUypomj5POobNtUY1U+fzNkzULRC3lSPTxtqt0/FaU6HJmixKvl/2MeUWtWpHY+dxlo4tW35+Typt5Vw7nVsr8tiO2mfdEGPW+CPm/4X7hE947kWzPoffX1tia6EyVGvZ400datXalE2qeFQCur3qik5pkGvGpJjanf10L9RCoiYiKREnkTZPin4wcZaUJv3P1EUSMdvAuUv+qRDGOnkOR2/D/4NAg2pEiZN9kmUROcplh3z1CS/tJDoDFnsaDkkmfakFiKpIU9yOfSe2frHxqLUbLOToUbrsuQvnl07+U3xsXe0ps3QumoXQ23C+SnGK12jMBUbFBObACTGD1zYAYMUzl4/mKmkOH/WduZUb1OOFAE6SbOBoYLshbIm21yANCtVP5KT1I5HC+ySGTSolCph4mxlb0mpOm6pjyVwP1RtW4GStd30bqcNTQfWSzMBbzygDtkkuCFqUKdr1R9090WQr1QuyfbjhsaGdJraSrIUX4eJLbTbWGtB56mtJMf0mt9R+/WmI8bU3FhS8qLlyEbChj0aFK6YX/9GKWBubSY5Jh3p+FORTp7TkXb8E8uF/2UCbWhsiK2jtRiBTvyeRn1q/GCRrJV0JRK1gmVzM3x1jx/d/7RsC+omxYnb+6NUKrUQxp/JcN1OlchewBkLK5MfyVVq6hRKFXLU5DlfiRypk+xUPnnds5Ehsy0lPApo3y4FLKzN6D65GUbGCq0Z85TxWXI50XVKc52EOfn5CgkIo9u0VpSt6yacaY6PS6Dfwo4UKp9XiDRrULFZaRr2SZGtFLgmG/apQZWWZSVnm0MDwxiwrBvFaxQRHuvHXVMxdE3vNGVyTS1MyJovM3V7VJccm9PNFZd8zrhVKSQpzjFbBopVL0K+0rklxXm0Lk+OotmSXEBFUKhCPixtLShTv7hwjK2jNRmy2FOvp7Rz4pQ9I+0nNJcUY5PRmr6Lu4htnHjd22a0Zti6PpLGyZzTkWHr+kjKQBcsn5e+i7tIinGvVphWIxtJ2rcMWR1+8BwQhUt+6ZM2eSqN338KNDXP//QnHeL4c6+mdPweSOMNZ2JurOM7fyYQRiaG1O1eTWtcaqSlWLXCLDg/8bu5gp5snpmVKeO3DaBRn5q8f/rxx+/Xkrl09yjIzIMj8HqeQpJQa+ZWyaDFHcldNBvBfqHJNtdGJFVYWJnRcWxj9T5aptJxnYplcDGP/DhksiV/CfGl4bzFswNQu0MyE6JUvjv5x9zaDEcXB5poCKcOsq05vvCQSJr2rUm5+sV+OjfaSjM+vfnC2M19KVopn1gM8PbRB2YeHkmZesV+/kctk4G7px/Rf3Fn+i/prC5bFySzDy88Y+y2gbQb11Ro++TwfvGJKfuH4+5RQHKsUqnCwdmOPgs7SY7NXSw7crmcGh0qJbnxicKjdXkAinoUlBRXq3MVAAqUFddDlstlVG5ZDrlcTpHK4ueoRM2iAFRsVkY4RuMjULd7tdRt2VOBmaUppuYm1OpcBefcmYTHUijkeLQuT+nUrs9USqRAPdmq3LIcTQb+7JimDd4vfKjRsTI95rYXjnly5SVNBtZl2Lo+yBViNOHe6Ud0nNKK0VsHJhmL6YP/xwBaDm/IiA39JMn11e1RjX5Lu2JmKb6qULxmEdqOayr5Wk9HOlJDOnlORxJMzKVJ4RiZGFGxWZkfnBv1IW/JnIzY0Je63fVkdhJJi5GJIY3712bL6yVkyGqvU4tWs1xul8mWsdsGMPvEWO6fe/KzK1YqhChn0WysuDmdSs1Kc/5v3SYaGoJbuo4bU/cNxcTcmOc3XgvV5TbuU4NqrdWZlm++wTprozWf9qMbYmVnAYC5ldnPBDUVslqrnbp22dLWHOccGfSSYFRK8rq7qo+rZmHsMlpqJ47JxrNMXKptPaQudimWoFMehwbhIWrzn2EruuLkYp/6eUtBHD688MHIxIjJuwaTxz2bTtKsGe/x5RcYmxoxaecgarSv+OO+a8GXd358eOFDw941mHF4lNBStEqp4snlF0SGRdF5SktGbeonTLxA7XZqbGrE1EOjJJFD9djqc1CzUxVJGVaAPMVzAmp5yEotygrHyWQyPFqpyXORSgWEs5NyuYxandX1xPlK5RKOK1K5QJIcaFEJmW5NNr9kLTfdk/VkyOnmCoCtow0Vm4uRbvvM6n1TGCjoPLWV8P5pGp4HruiuJoHaJtzJEJLoottzXgcKlhPrZ/iY6GvQYlhDWgxvKBTz+q4nsTFx1OriwbgdgzEw1H89R4VH8/DcE6q1q8jCS1OS3HL14eTG89TsXIW/7s8TLuc5uPQEDfrUYt2zRZRvXEoo5u6pR1RsWoZNr5dRq3OVPysTrfpFn3QI4w+6ev7/wcTMGJd8zsLbm1qY4F61EG3HNsUxWwahmJxFXWk1qjHzzk2iUf/aerc3NDKgbIMSjN46kD1f11GhSemkh7M2GJsaUburBytuzWL5zVlkzees12nQyMSQxv1qseX1Evot7oxSqWLXHN0OUHKFnCYD6rD+yXyqtCxHTFQsB5efSn3jZFno2l2qsOTyZJxzOgFwftc1vSSrULk8DFvdMynD8vzWm+//qIXYZcnliEeL7y/kH+QTk5cqJIvNkMWOLLkck/7f3MpUd/2uUoWVjTkOmW1RKpUE+YWos896SjbkgHNOR2Jj4vB+9YVKjUsIlW6YW5uhVCrx+/SN6m3Lac+gJzvGiEQ5woSEBJoPrP2jvbgW8vAhMbNvZmlK77ntscmonahr8Piq2nlUYaBg8IpuVG9TPvVz9sMXKbl1/D6gJl+LL09JIkc/b/q9tjk+LoH7Z9VmQNXbV2TGsdH6CVviNfj2wXtAfb8P/qunpMmoRkkiKjya6u0rYWRiKBybp0ROQgPD8P8USOm6qWQ/taBAuTxJkpLREdHkKJpNKK6oRyGCE+3i42PjyZJHLEtbtkEJPnv6EhYUTt4SOYVi7JxskrKSX738hOvCc7q5EhYUjv+nQOHJiF0mW+ITnSytHayEfz9NRjc6PJqanSoLxYQmkueEeCVNB9cXyqImNwVr2LcWbh76JyBxMXG8TnRPLd+0NENW9xIim9cO3QEgb8lcrLgz+wdHYG04v+MqMVGxOOdyYvHV6bQd21TvWL5eflzec4MMWeyZvH8Ek/eP0FtzrlKp2Dj+bxyc7Ri+oR9/3Z+btDqRjnRIxf9L8iyXy7GwMSdDVgf92yrk2Ge2I0+JnJRtUIJ6PavrbbCxc7KhYPl81OhYmU6Jy1gDlnfTmdl1cLajQpNStJ/YnIl7hrHp1VK2vl+JiZ6lrApNSzNgeTf+ujeXA0GbmXt2EoFfglK1EdfAyt6SYev7sNNnDasezKP7rHZ89fJn15yDOscqXa8YOz+vZeqhUVRrVxE/7wAW9Vqt/kctZM7Q2JCBK7ozbG0f8pTISUxULPO6rNArH5XTzZVanaskZS/Wj/1br4angaGC6IhodXYWOLXpon59b5WSi7tv8PmdHwAv73jy+W0yPWwtJPrJtVec23mNYL8QIkIi8XyUihtcCiL86Y0vR9edJzoyhvO7rhPkp8M6OzHW3zuAjdP2AzCu2aIfrJ5TZnY1n4jQKEbWm4tcLmder/U8ufZK9zkADE0MGVR1On4fAzmz4xqH15z/+VSlMtbeZSe5cvAuH176sGthCjcwLRMC3w8BHNtwAZlMxupRO9TZUz3n4cPzT7y+/w6lUsnfcw8nlbzomkiEfQvH8/EHQgLCeHTpOWe3X9V+ApJNpm4du59EhrZM3Uvg56BUNv95zFvHHxAbHUtCgpLVI7bpduxLltV/fe8dfh8DiIqI5tDyE/rtlpMh8EsQa0dtw8jUiKX91hGb0uZcBzZP3s3pzRf54vmVme2WCMe9ufeOuV1WADCk0kQCUurAa8HjS89ZPXwzAD3dRghpugOsH7uDm0fv8ebeOyY3mycUEx0ZQ/fCQwH4a+hm7px8KBS3ffo+Tqw/j+97P2a3XyoUEx4UztDKkwDYOP5v3b9fsgniqY0XuHH4Ll5PP3Jwme5kggbBfiEcWHYcY1Mj1ozYIuSA6PchgM+evnx578eNw3d5eOGp0FhPr70k8EsQUWFRrBm5VafBmAY3Dt9FqVSSEJ/AiXXn8HzkpTcmIiSSK/tuAurf7er+W0Jj7V1wOOnP8bHxQprSt0884GnipNq1UFYy53KStEr0r0FPs/d/7ZMOYfwBV8132DnZ0GNOB0wsm0VSSAAAsSZJREFUTDAyMUz8GPHs+ks2TdilVVjdzaMQvRd2wsLGHAsbc8ytzQj8/I2ZbZfodCrsNKUVbcd9nwUnJChZN3obXs8+ao0xszRlyJreP2Qtbh27z+Lea4iO0C3E3n12+6SauW++wYyoOlnnWADhQRHU61kjqZt6Wf91nNp4QW9MfGx80lLo/bOPWdx7jc4YAP+PgUSFRWFlZ0FkWBRTm8//8ZhUqp+NQ1QqEpIR5Q3j9LxcEmFpa0HWfM4E+YXwxfMr5/++pjfGwMiARn1r4fnQCzNrM/YsOKI3BqDZoDo4ZXNgXrdV2pfplaoftJaz5M5Ew17VWdBrLcH+ocTHxWtfhk6m/Vy3qweX991m8YCNalUL+P7Q0hJfuExuAj4Hcff0o1TdDlMiPi4eOycbAEICQ/H9oNuNEyA6IoboiBhCAsKwsrcQNjc4s+MaZpamtBqaWIMp8NLbMn0/5tam1OpQkZK1inL9yL2fN0rxPZ6PvRnfZAH9FnSg3ZjG3BYhQ0oV22cc4Kt3AMuuTaV8wxJcO5yKTXCK8pRnN16zccIunFwz0ndBJx6ce/oD0dPWFHjn5EMW9FhNrc5VGPJXDwZWmJD6JDHFeH7eAUxpNp/yjUvRdlwzTm26KGz2cGL9eQyNDWk/oTll6hfj9OZLQnGgNlsK+hqCjaO1JC3k2Oi4pKx6REikulFWAAnxCVjZWxIXGy9kWvXjeCZER8YQ9FUsTmOapFQqMZBgPf7h+ScCfL7h4GwnrCnt+egDoJ7I5HLPzovkq1CglZRsm7aXOt2q0mt+J2EnvpMbLpAQl0C5hiWp2bkKW6fs0RujVCoZVXMa7tUK03dxF3bM2Je0AqAL1w/e5tDyEyy6Mo1OU1uxtO9avTFBX4P5e9YBgv1C6DG3Axd3XUtaNdKFUxsvEBIQSoUmpekyoy1TBCZJr++94+GFpwT7hVK+SSmOrDqtLoXTg/VjtzPl4CjiomOp0KS03vdlOtKRGv6YzLNcLsc5dyac82SiQpNSlKrjToFyebmy7wZrR27TSpxtMlqT082VDFkdcMyWAXNrM+6dfkRv9xE8vvw81RiZTEax6kVwLZg1iTiHBYUzvt5M9uogZJZ2FjQZVJe8yeq2jq45w8TGc3QS58IV8zNqy4Ak4uznHcDQShN0EmdjUyPajW/G1EOjkrKRa0Zu5fBKLWUKiXAt5MKiK9Oo2akKr+968v6pN1NbLEjKtKUGmUxG08H1WHZrFh9f+vDm/jvmd12plwTbOloz79wkyjcqybgGs7h/9jEHlh7XGQNQuWVZphwYwfG1Z5nVfikrh2xEpdT9YjE0MmDyvmGY25gztv5sprRYiK+Xv171g8IV8tF+fDOWD9rEma2XOLb2nPaNk31Xj5lt8Hzszfmd17mXuFyvTw4tewFnCpTOxbENF0iITyAuNsU515IBKFg2N0+vv07cB6XWjG5yWNmpVQlCv4ll9zQICQjD2sFSPECp5Nn1V9g72ajrl3Uh8djiY+MJ8Q/jzukn1GibopRCyzFFhEQS4h/KjjmHyF8qF8WrF9azX+pzePXgHd7cf8/x9RfoNa/9j8vcWhpIlQlK9iw8yrqxO4iPi6dnYqOVPgm6wC9BnP/7Got6ryVbwSw0HVgnxfFrb1h9fe8du+cfxsDIQFIzGKiX2O+cekjZhtK1hoP8QtRqNBJhmriKJkpKNbC0t0wqPZACE3NjyWOBOiNpIDGzGPj5m9ZSHV14++A9uYulIg2pA7dPPMTc2ky4gTIuJg6lUsnpzRep1dlDuG7c970fZ7dcIuxbOE0H1xOKeXHrDQE+31g7cit1e1Qne2EXobhNE3ZyaPlJnl9/xchN/YVk8h5dfMbmibuY2mIBpeq6C9dmL+u3jhltFnFu+2Um7x9BtgL6VTieXn3Jwu5/MaLaFFwLZWXy/hEYGIuXO/0bkKl+zScd4vgjyHPPeR3Y8XEVCy9NRZFYJ/b+qTcDSo9h78KjPxEWQ2NDKrUoy/QjY9j5aTWtRzfh5c3XJCQo2TRxJ2Przkx15m1pa0GzIfXZ8GIxc05PwNTChOuH7uD17CP9S41RZ/5SgVP2jPRf1o0d3qto1K82B5ce59HFZ6wfu50lvddozeoULJeXOacnsPDSVKIjYuhXchQvbr1hSKUJ+Lz1TTVGJpNRrV1FNrxcQtPB9dk4/m9GVp/C5sm72DP/cKoxoG7u6zK9DX/dm0NsdCw9iw5n08SdjKs3S2fmyM7JhhnHxtJtVjvWjd7G2LozWdRzddIy209I/C3yFM/BituzMbM0pV/pMdw+/oApLRbolg1DbVAwdvsgds4+yMohm3hw7gmvEmvvtBEPmUzGyE39yFHYhTF1Z/LNNxjPh17fd0kL4bG0s2D05v5c2nOD01vUGbu4GD3LoEoV7lUKULZ+Mf4asTXV49F2jHW7evDusTcvb73Rn6FN9uItVC4Pz2681rFPPxNqTYNh6Ldw3eOkQEhgGDb2qZDn1Eh74jG8e/qRqPBoCpZJRX5MB4k4+/dVStUuipW9hc6JwPevUvH+6UeuHLxN+3FNUt9IS5nNxom7MbM0odWIBolfpj/TGhUezeK+66jducp3KTkB+L73Y9PEXXSa0pLMOR2Fx4sIiWT33EO0HNFQkiQbwPVDdyhRs6hkJYGgr8FY2lpIXro2MTcmTnCpPDmsfzF5jouNl3xsAT7fMDIxwiq1+0AbVCre3H9HLvfsksYK/PwNz4delJJQcw5wetNFHLNlwK2qeANlXGw8e+YfpmHf2pI0mS/vvcmzqy/ps0hQVg/1vbqg219kyZuZVqMaCW0fFR7N67ue/DV4I91mtRNqntXUcy/utYZXt98y8/i4pBVVXbh28DYfX31mRLUp5CqWgzFbB+g/qHSkIxn+iLKN3MVysHfhEa7svYlKpaLp4HqsH7ODuJjU6/vsnGwYtbk/t47dZ0qz+dw5+ZB8pXOxe/5hHl18pnWcQhXz0XZsU05tusCx1WfweeuLe9VCvLz9lqhw7Znj6h0q4V6tMCsHbeDstivExcQlkW5daD6sIQnxSgaUGcPL228BGFd3JmFB2gmPwkBB69FNuLr/Ftum7iUsKBy5XM77J6nU3CaDtYMl1dpVZHGv1ZzadBFQL9vqg0v+LDhksWNA6TG8e6xennxz/53uIJWKQhXy8+rOW+Z0Wp700tMspepC4Qr5WTtqO3sXipVcgPrFamlrzoRGc/n0OvVjSs3O2yaDFV7PPrK03/qUG+u0Czc0NmT/shM8v/Zap8U3/Oju5evlz/ObKRoLQWcphpGxAZf23eLBBe3XbWoI8Qvh8JpzRKdUGtGDu2eeYJvRWqj8QgNlgpI9S058XzIVrJ27dfQ+F3ffxMzcmFDtJfo/TUa2zzxI4741MTIx/F7jq2eFIexbOOvG/i2m+Z0Md089Yt+S45IksQAOLD1BvlK5sbIz5/Nb8fEOLj9BnhI5sLC1+KG+XR9uHbvPpd3XMbMyFaqD1eDTq88cWHYChaHi55UQHfD18heu002Od48/SCbcoC6JkToRBDia+ByXgs+eXzm04qS2Kiqt1/fdU4+SkjtScGjlSckW4r5efuxdeISEOGnn8sS6cxQomxdLWwvhchuAlYM30nxYA4xMjLSu8qa2j6uGbZZsHnN09RlyumcXIsEaJMQnMLXFAibtG459ZlsCv/zcp5AaPjz/xKgaU+k6r42kffzl+BU1yek1z5IgU+lLBf6LCA0Nxdramio0wkAmbVnF1MJEJ+FNDXK5HAMjA+GHgwaGxobEx8brzaqmFqdtAqALBoYGOssstEG0ri4l5HK5UANHSsjkcsnnRPCL/4NQCVa1ouMIfKew2UBa5JP+LfvdtPy2gteR8HUjxZQkDQYk/xHSYPjzj+Ofetz/L1pA/76vxnT8lxGviuMihwgJCcHKykp/wC+ChgNVLjseAwNpUrJSER8fzaUb03+7c/C74o/IPKcFUokzqBsrpBJnIE0E+D+JSwtxBtJEnIE0EWdAraLwT7xU9WSGdYf+nIHWOQ7oH0tDsnR8b3IyqJNIJz/XokRa20v+v3Xu/1MSIeH6+R1Iszrkf4Q4/yoCKGWc34Vop5PjdKQjHWnEH1HznI4/GP/UC0qPW6DuUN2NX6mOJQI92tBJX6ensfD79/1YXyyXkjUHjE0MJUsVpRqjA6nuk0BDY3Lo1Ib+6bvFzrH6i6VfI5Kvjf/CmP81pEF6yvA/aJSSaqqUFGdqlCYZrbTEmZgZa/93LUiLA51IU1w60pFWyJS/5pMOcaST53T88/gnMzz/AVGRTKB1jGVilswQQ4DgOblmwCajlSTiWL97VWG1DYCKjUuSVdCIQoPWmoY6ESiVFKta8EeXQAGyXLBsHsmE2dLa7PcmzZpxfzHyl86d5npIA0MDmg0RU15IDe3GN0tTXPNhDSSTdrlcTpux0q3P20+Qvo8thjcUctRLjoZ9a0mOqdKqnGSXO1EHvuSwSeH8KYI/yn0vHen4F5B+h6Tj1+BfItD6MkIpSZNMJqNIpfy6x0oxXuGK+ajUvPTP22px5ZMr5Ize1Pen8hFdhLJU7aJUaqrFhlaLEka11uUoVDYVBQwtsHOyodmAZJ342hQ2kpHkDM52dJ7UXO93Jz+2Gu0rUkrE8S3Zues2o/VProI/D/Ljb1O/Z3Uhkpb898/p5iq5ORAgfykx57uUyJInExWapnLtiEClouuMNmROdMaUCufcTjQdVC9N2ecMWR1oOrie5OyzXC6nTvdq5BF0CtSgqEdBPFoLOEQmH0shp17PGsISaxqUrlecco1KSIopXDE/NTtXkRRTqEJ+6veuISmmeM2i1OleTVJM6frFJdmvAxSqkI9i1cUVZkBtviXiKJhaXDr0IA0rNWn6pEMY6eQ5Hb8O/8HNaWRiqPslmAqpda9aiPo9q4vtmlKFgaEBY7YNIGteAUv0xPFyFMnG1H3D+KrPiCQZkW43ujEFSucmVocqQkoi3WVyyyTjExE4ONvi5lGAQuXy6ifBiZ98JbJjbGqER/PSwnXKNhms8GhVjlzurqnue2qTgdiYWIat6pF6RkzLhEOlUjF1//DUl9S1ZJqtM1gxee8wrZbVqWWb42LiWHhxsrjOb+LYOd1dGbGhLwaG0pbvP7/1ZeiaXtIIdLIXnVwhZ/S2gWkqG3At5IKto41kUgpQoUkpjIwNKVpFv5xYchT1KEjGrA4UKp9XUpxHmwpkyuFIRhf9rrAaFCibBwsbc8o31jLpTAUGhgbkKJqNuj2kkVrHbBloO7appOyzsZlaPlRKZjg6Ioa+i7tIsnD3/xjIyE39JWWtvV98YsrBkRStUlA4JjQwjDHbB0km3V1ntpU0DkCl5mUkT8BsMlileaKZjnSkRDp5TkeaIZPJhMX9NXBwtqP3gk6STAjK1C/OmkcLdJLNJKiUKAwUdJvZhtknx3L3zGOhMSxszJl9YgxVWpTl/jmxGKfsGZl5ZCTm1mZ4v9AtS6hBgTK5aTumMQAxEWLNqVValiFHERfsnGxSJaapZao9WqqXhAuWE/998pdUv1xrdaqkd1vNuNaJL/5u01oJl2HERsdh62jNkJXdfyTLOsomvrzzI1/JnIzZ0k9dZ60hzDpWHV7eekPJWkWZdnBkUlmNhjBrK9HwfuGDlb0FS69Nx7VQVh0n4Mex7556RM1OVZh5fJwkDV2lUsX7x96M/3swFZvpIdCpZIdiImPJXzo3HSe3FB5TA9eC6uMTNc1IjgpN1PtaopabpLiaHasAULBcPuEYQyMDKiZOLqSQLI12shTynKOIC0bGhhSvUYRMORyF4xxdM+CYLQM1OlUWjjE2NcbCxpweczoIx8RExmBiZszYHYOF9au/fvDH2NSIqYdGCU8+gv1DCQ0MY9qR0RSuqGMlLgVe3nrDjGNjqN5e/zNEg8eXnjHnzERajmgoHPPs+msWXppKh0kthCeOwf6hjN46gA6TWvxHtf7/ClS/6JMOYaST598cUgX+rewtKduwhHDNmlwux82jEEPX9iZ3sRxCMWaWpjTqX5sNLxYLOTqBuiSg75IubH6zjLiYOAI/B+mNcXLNwNSDI5l2aBRv7r8T0mt1yp6RRZcm03pkI17cfCOkZZ3RxYHFl6dQpFIBvrz7yue3X/XWv9pktGbWsTHYOdkQHhyhtg3WQ+jMLE0ZvbkvCoVa+i8uJk4veTQwVNBporoswtTCJMkWOSVSkunq7SoAkCl7RuwyaSfdyT/5EksP8hTLQfZCWXVum3QeEslzsaqFxFz/lCriErWZy9YvRr3uVXXHJOLLez8AyjUsQc857YRiXiaa67hXLcT0wyOFG8HunXlMxqz2LL40BTePFGRNy+/r+96Pj68+4161EIuvTMMxWwahsQBe3fVEYaBg3I7BVGpe5ucNdCypxiTaeLce3ZgilaRlgTX3bs6irrh5iJtt2GS0plBFNfktKYE8m1maUiFxglBAwqSuZB13LGzUpjFFK0sgz7XdAcjlnl3490iezRQtjzAxM8baQX0ftBnTVJjMaSZ0NTtXoWB5scmERjM/l3t2us0Wuw/8vNWrYraONkw/Mka4LOnt/feYmpsw49hY4STJ/XOPMTA0YNSWAbQa1Vgo5sbhuyTExdNjTgcm7hkmtH+Bn79x+/h9Ok5qydLrM3DJJ7BaCOxfcoyOk1qy9slCSoqUjqUjHVqQTp4lwNDIANdCLkkPcn0wMDQgl3t26vaoTs1OVYRi7DPZ4tG6PINW9WTBhSnYO9vpjXHJ50zLEQ1ZdHkaO33WEBcTr1dezrWQC91nt2Ob10rmnZuE/6dAveYnzrkz0XdJF3Z8XEX/pd34+iGAE+vP64yxyWhNrwWd2OK5giYD6hIRHMHfM/frjJHJZLQZ3YR1TxdRtoG69nDn7AM6Y0DdTLPi1ix1ExVwavNFvTGmFib0nt+BLInLoPeSZap1ZShrdKiUtESvcbn6AamVkXgU5PM7NQlMMvdIiRRkOm/xHEnGKsF+IUKlG1nzZOJtosPi0+uvKCjw4pMr5BibGRMREsm9s0+EYkBtvhMaGMabB17kLJpN63EknxjERasthiPDosiUw1E3qU08j188v0+cnHM5kaOI/jrWiJBIvF+ofxvn3Jlo1LeW0DFprgFzazN6z+uAS77MQk2Id089BNQZ3f7LugpnoF/dVRskKQwU1O1eTU30BOsQoxPJs//HQIpULiCuJw7YZ7Yj6GswT6++JFcxcWc8N4+C3DnxEIBPr7/glD2jUFyRygW4ffwBAB9ffiZLHrHSg5xurjy7/gr/T4HCK1b2mWwJ8PmGUqnk7qmHwhlr10IuvH/qzdcP/ljaWQglITJmy4DfRzVBfXL5OflKi/UZGJsZERURjedDL/KXFiupiI74LsFqZGKEfWb974e4mLgkA6P4uHjKNRazcX/zQP0+MDI1on6vmkKk9v7ZJ0l/bti3llA5UlR4dNJ1UbFZGWECfXT1GUA94fnr/lyqtCqnN+by3pv4vPXFOZcTM4+PY+KeYUkTn98ZMpXql3zSIY4/SufZ0MgAm4zW2DpaY+Noo/5vRmuC/UI4vemi1iVjl3zOZM7lhKNrBpxcM5LRJQNW9hZsGLuDF7fepBpjaGxI5RZlccnvjEv+LLjkz0LmnI7smnuIjeP/1rqPWfJkpsnAOuQunpOcRbNhZGLEs2svGVt3ps5jq9XFg1YjGyfVskWERDK08kR8EzNuqUGzfFe24ffmlpVDNia9xLUhf+ncjNkxmEyJL70H55+yfdo+nTFyuZziNYrQoHdNDAwNiAqPZlHPVTpjQK0tbe9kk0SQNo7/m0iN652WF71KpeLK/pu0Ht0YgFvH7+P56IPesV7efsu1Q3eo2bEycbHxXNp9HX2a0FHh0ZzYcIGKTUvz2fMr95I9/JP2J5H4JW/wO7r6DK1GNOTMtsu6bYOTaUVfO3yXau0qcP3IPZ5ceaH3eEC9PJk1TyZK1Xajh/sooazWx9dfWDd+J9XbVmDlsK18eJEKuU8BuVzGEI8pLLs6lcdXXnBkzVmh/Vs79m8qNS1N8WqF2D1PzBXywwsfZrRbxoS/B3Fi44WfHfFSIalf3vtxcc8N8pXIyftn3rx7rNtRU/Obvbj1hiC/EFwLZuGo4DHdP/eU8OAI4uMSuHv2Md4vPgnF3Tn1kPJNSuHgbMepjReEHdxe3fHk9V1PMuV05MG5p3z10n7Pp8Tjy895dectXWe2Ze+CI2LqJYmY1HgOA1b0IDYqlr0LxB09L+66TmRoFKXrFWNCw9nChP3m0XuoVCoqNS/DsCqTMBBcVds6ZQ8WNubERMYwvsFsoZigryGMbzCLY1E7OLbmDFcP3BaKWz9mO/V6Vqdujxos6b1GKCY0MIwehYay68ta7p56yLNrL4Xids87RMHy+ajUvCx7Fx4VignyC2VCw9lM2jec+2cfE/j5m1Dc3ZMPMTQ2wCV/Fs5uvSwU8/b+e24fv0+J2m5c3nvj+3NbB4L9Qnj3+APGpkaEBoZxTfC8X9x9neK1imJqbsLeRUeFxnpw7kkSEfZ89IEr+27pjVEmKNk19yBD1/QG4P65J4QEhArtYzrSkRx/VOY5cy4nFl+bzoo7c5hxdAzD1/clt3t2Lu2+ofOl4ZDFnkn7htN/aTeaD21AvtK5+GvIJq3EGdSz9Uw5HWkzpinlG5cia97MrB21TSdxBgj4FEgu9xzkL507iTiPqTND78PA970fDolZ5pioWCY0nJ1kh60NcoWcYP+QpP8/vu4sB5Yc1xkDYGlngZmluks+6Gsws9sv0ZupNjE3plSdYsTFxJOQoGTtqK18/aDDUzkRRSsXoEKzMry49QbPh16c2njx+z9q+c1MzI0ZtXkAAZ8CuX74Dn/P0p91BqjRsTK1OldhUtN5HFh6/LsduI6MobGpEQOWdeXkxgtMbbmQhzpssJNnoTWNiMsHbmT9ON3XhGYfTM2NKFW7KJf23GTfEnFr49zFsvP2oRchAWHqDJKOrK4G5lbqrGdESKSQGU98XALxcQmEBoZj7aCn+z3ZuJ4PvHh9x5McRVyE6wivHrzDlf23+fohgErJM1M6srsRIZHM6/oXB5afpH6P6phapK7ykHK1YMesA4xvOIf4uARaj2oktH+hgWFMabGQ1cO30nxwPXIUyaY/CHh86Tmz2i/lyF+n6b9UPPPs+96PKS0WsHP2QVqPboylnYVQHKjtlk9vvoRCIadMg+LCcaCuAf36wQ9HV/ESEw0UhgoSEpSoVCpJJkqWthaEB0dINqTSOMaKGj1p9kmZoEQuoZkyKjyaYL9QtY27IIL9QogMi8L7+SeyFdRRJ58C98485sG5J2QrkEW4GfjZtZfcPHqPu6ce4dG6gvBYi3qtZsfM/eR0cxUu73l69SVTWyzg/I6rdJneRniStGLgBsbVn0VO9+zU7SFW+nLr6D3+GryRY2vPMmJjP6FssEql4tiaM8xsuxiX/M70nCdWO352yyXe3H/HiQ3n6TGnPbncxVdd/jWkq238dvgjyLNMJqNY9SJ0nNwq6SGTkKBkzcitTG+96IelrOSwsDGn5YiGDFvXJ6kL+vVdTwaUHqOTmOYuloNJ+0bQcVJLoiNjSIhPYE6nZexbpD07oDBQUK9ndTa9WUbWfJkJ/RaeRJx1uR3aZ7Jl9NaBzD8/mYfnn5IQn8CM1ov0ZiaL1yiSWLflzoFlx3l08RnL+q3XGaMwUNBjbgdmHBvLpT03OLTiJLM7LEta0tMGJ9eMLL42neyFXRhScQL7Fx/l6KozOmMAqrWryPhdQ9m78Aija05jxaANP79oU9ywCgMFE/cMwz6zLaPrzGBpv3U8u/5K71iuhbIycEV3tk7dy61j99k0YWeKcVJ/wbef0AwzSxPWjt6B56MPhAdH6BxHpVRhaGRAs8H1OLTiJFHh0d9Juh6UbVAclQpuHr2rtwQgOXK7Z+ftAy/dG6Ug0+aJy54RoWLZTw1Cv4V/l45KjaSnQtRf3XuHgaEBOQVKKZLjyoHbaok/QV3muJg4Tm68AECtVGTBUiux+ez5leiIGDZP2k3TgXWEG6Yenn/C2W2XeHzpOYP/6iFkUBMTFcvTqy/ZMO5vlEoV3Wa2FRoLwO+DPweXnSAyLIq2EvWMI0MjuX38AVVaSVfN+OrlL6k+WwNDIwMS0uB0amFrTliQ7nssNZiYGete4dGChPgEFAppr7mgr8FY2JhL7jfxevoxqQlTFC9vvSE6MoaiEmrOAS7svErpesWE65fj4+LxevaRe2ce02SQWINoeHAEMVGxbJm8G5f8zlQRVGV5fPk5Pm++sHP2AbrNaodNRv0TkejIGE6sP8+qIZuICIlk2Lo+QmMdXHqcCzuvMbv9UhoPqEONjvobNuNi45nQYDaLe63m4fmnzDw+FkfB0qN0pEODP4I8r3owjzmnJ2BmacKKQRsJDQxjbJ0Z7Jl/ONXtbTJaM2B5N3Z8XEXLEY04s/USy/qv4+qB2wyrMkkrWXQt5ML0I2NYeXcO1g6WjK41jb0LjjC56TydS12l6riz9slC+izqwpktl+iYsz/H157VS5ybDq7HhpdLyF08B6NrTWNi4znM67KCG0fuao0xMjFiyJpezD41gQfnntCj8FD2zDvM1BYLdNp222e2Y9HlqdTrUZ1pLRewrN86Nk/cxf2zupUl8pfOzbJbs4gOj6Z/6TF4PvJi7chtepeH63SvxsjN/dkyeTcbxu4gMixK+4Qg2XcNX9+HfKVyMbbuTPw/Bgo1FppamDBh11CeXXvJjhnq8hNlarXKKUiaa8EsNB9SjzUjtxMaGKZ3HA1qd/HAxNyYA0vFs8cAlVuU5faJB9+vCQHFCIWBghxFXHhz/72kscytE8lzUKR2EpzKJzQgFCs7C0n21wE+3wj8HESeEmINp5pjvrznOjmLZCOLBCOXqPBojq07R9OBdZEnkiIRg5NTmy7i8/YrXaa1Etu/RCzpu5acbq7U6ykuXRYZFsWyAetp0LsmBUUk2RKv/9joWLZM2kXDfrUlSbIBXNh1jZJ13CUpfQD4evlh72wn2eBDYWhAfJxYFjg5LGzNCQ8KlxxnYmFClJYkiS4oE5SSZfyC/dTL+CKkLzneP/PGtZC0CWRcbDzPrr7Evao08nz90F1UKhXlGonVL2twYOkxyjUqIVynDvDl3VeOrztHpymtJJ3LnbMPEhoQRq95HYVjoiNjmN1+CSXruFG/l/57Li5W/c67efQeWybvZvCqnkISdoFfglAmKJnRZjE+b3yZvG+E8D7+K1AByn/4k554loQ/oub5yv6bTGu6CN/3flg7WHH35EN8ddQFKhOU5CuVm7+GbOLctivERsdi52TD0VVndC4xmlqYYGBkwNDKE5OI3pMrL/UuL9pntuXJledsnbKHAB91Ddr6Mdv1Hpedkw3bp+9l/+LjScT33PYrOmPiYuIwMTNhbN0Z3Dn5EEBvthTUjSb+n74xs92SpDrqMIGXWGRYFNcO3mbFwA1Jy/8idZVBvsGsGrZZqIwk8UtBJuPtg/ccW3sWr2di0m8A8bHxXDtwm32Lj6ZOmn8aS10HHRoYzvYZ+zm95ZLwWADPb75mWf8NP2TQUhqepIYTGy4Qqq2+LjmBTlajLVfIWT5oE0+uitVRauD9woeFvdcKL3NrcHb7VeGG2OT4a/hWPr76rH2DVCYIL+94smr4FsKDpWXHDy4/if/HQOQyGQmCJF+pVLF80EasdRkypLKPPm99WdpvHR+ei9U9a3Dj8F3Wj91BoI+emtQU99KZLZexd7aTnGW9dfQe68dsl+yS+ObeOxb1XCV0/SbHy1tvWNZ/naQYgFtH7/NOoH8hJQ4tP5GmzPPKQRt5cfO1pJgv776ysMdfRAiuKGlw6+g9vn3RP9lPiV3zDkn+3aIjolnady2v7+lu8k6J28cfsGHsDqLCpE1EdkzfxxdPX+RyGaJPlLiYOBb2XIV9JnFZUoDX996p7zkJ7wCAHTP2Y2xqRLBfiP6NExEbHcvERnNoNirtTpvp+P8JmUpKh8kvRmhoKNbW1lShEQayP0yXMR1pgwS1gP/OeP/dxRepJETwS//73/lP4x+yqv6PLbRT/9L//ncKjfvbPnrTkY7/V4hXxXGRQ4SEhGBl9fuob2g4UFX30RgopLl5SkV8QjTnH8z+7c7B74o/IvOcjv9HSMxA/7rxdKtxSP+6n5U5/gtf+vPf/U6E+heQz3+ENKu/+J/5Xp1jppPmdKQjHen4k/EbvYHTkY5E/OrOX8GGNWlfqdvJTooerwZmVsmag5LXS6f2AUl23hrYZEwl46BjHCNjRVLt8X8b+s7hf/jl/++Js5mVtProlJC6HK9BWq7LtMalZR+l1joDaSp1+uNc7tLx70HFL1Db+LcP8s9COnlOx++LX000VEpkqCR32ecprrtRLjUS2KC3eAMaqN3gPKSoKaiUNB9cF5sMlvqJdrJPj1ltUiXi2pA5pyPV2opLZgGUb1RCqxyeNsKcW4KJhwapytn9m6Q5letZaqNecthksCJnUdc0x1dqXoacbmmLd3LNSMN+tdMUK8WOWgMTM2M6ThFo9kyBjlNaCjtLalC7q4ewY50G5RqVJF8pMaMTDYpVLyw5Jk/xHJJ/czsnGzLndJIUI5fLk9xDpcalIx3/H5B+pafj90Yi4TA0NpScrS1YLq9WO+vUIJPJGLC8G6ASJlgZstjTf1lX4TFUShVVW5endF134RiAtmOakCmHeIe8XC6jSsuyFKmUXzgmQxY7arSvJKkT3z6TLR0mNJc04bCyt6L/UvU5S06WdWWYi1YpSJOBdYTHALW6Sak6bsITAVC7F1Zspt8VLSXKNSqZ+oRAzypK9sIu1O1RXfJ4kKgHv2dYmjPImXI40nZsszTFlqrr/oM5kyhsHW3waFtBMjkt06A4ZepL07GWK+RUaFKaYtWLSIorUCYvNbt4SIpxzp2JVqOaSIqxtLOg98LOkmLkCjkjNvWTNOmKjY5j0r7hSXbgIlAqlQzf0E9YCk+DtuObSo5x8ygkeYJjZW8pWUXlj0a6zvNvh3TynI7/CNrMKrTBxNxE8kswR2EXBizvJsk9rWanyvSc20G4Q18mkzFkTS/ylsz13VRED+EyNjVi8r5hKBPEM5k2Gazou6gTcrn8J+KojTxmzZeZyi3KSNLjLVwxPw7OdhQVNEQAyF9Gbcldo0Ml4Rj7zHY4uWagTreqerfVHKMyQUnl5mWoKGDdq0Ggzzd6zetA8RriROjDM28m7RmKe7XCwjGfPb/Sf2k3YXMHDaLColhydTqZcjiq/0LwZfT+iTd9F3ehQZ+aksYDtWyfYzYHYU3clMiUPSOVmpchW4EskmNL1SlG9kIukjOaVVqXQ6GQU1jCpA7Ao3UF7DPZClt6g/p6trK3lEzy85fNQ40OlSWRM+dcTlRoUgqX/OLn0sLGnILl8grZSmugTFCSs6gr7Sc2F44JD44gaz5nhq7tLRwDavvwyQdGSiovURgomH16Apa24kY/CgM5Cy9NlVRio0xQMvvUeMmSjp2mtCJDFntJMelIR2pIJ8//g5Ba52dlb0n9XjUkZTPyFM/B1IOjJD2IKrUoy4YXi4Uc70BNaJsPrc+yW7PUclMCZEQul9FjTntGbOjHvTOPhMcZsqYXdbpW5fU9z5830JK5HLa2F3mK5xDSotag7+LOWNlbam0oTI1Qtx3dBLlcjmM28ReFR6KhQZHK4iQlf+IScq2OlYVMQUAt0wjqzHjyzJauiYEqUS5ywLKuwkvDAZ+/oVDIGbdjIM65dehCJ/ut3j/xxsDIgKkHRwpn4FUqFU+vvmDIql60HSOeSXx67RUOWexZcm06eQV0ZjWIj4vH86EXA1f0oPEAaZl1gLBv4VRqXoYmA+tKjtWsMEjNPhuZGOGWqEtcrpE0YlqtbUUAilQqKBxjYWNOyTrqlRo3D/G40vWKAVCmfnHhVavMOZ2wyWCFnZMNJWu7CY+luSZbjWgkHGNhq66T7jGnA0YmYpnXhMSJeutRjYX0jDUI9gvBo00Fmg2pLxzz8dVn3KsWYvTWgcLlGM+uvSJ/6dzMOz9J+N5+fOk5WfM5s/z2bGG3v/DgCEIDw1n1YJ4krWuft19Y+3QhdbpLmxynIx0pkU6eJUImk0kuH3DOnUlSdsfE3IRKzcvQeVpr4Vl/hqwOtB3XlDWPFmClz145EdkKZGHw6l7s8F5FVHi0TpMVDbIXdmHy/hGsuDMHv48BeL/00Rvjks+ZuWcmMmHXUL59CeLeGd3GLKAuh5hzZiK95nciIS6Bizuvqf9BB4E2szRl8oGRtBzeEECn2YwGyYkzqB0odSKRmLUa2TCJoAZ+1qPlm4iyDYrjkZhlEr2GnHNnSspMOWbLkCopTZmxNjQyoGLTUgBky59FuAEqf5ncAGR0ccBNh+NZ8nHtE5u47JxsaNinplCDn0aL2yaDVWKZjH4E+KgnKJa2Fkw9MPxHMxAtk5voyBg+vfqMiZkx04+MoUDZPEJjPbr4HIAu09vQZ2Enod8qLiaOJ5efY5vRmnnnJyURNxG8vP0GgH5LutJ8qDi5AZK0xnvO60D+0rklxTolZskrtyqne0KSAm4eBZOW2cs2FCcuWfNmJm9J9QRNSua5QtPSSWVBRauIm4mUqade4bJ1tCGf4LlJfo3U6ixeuqE5f1XbVSBDVrFJriY7m9HFgebDxH53zSqXwkDByE39hd8PGu3jHnPaU7SK2ATE+4Va27xS8zIMWCF2n764+RqlUp0dX3BpKvaZ7fTGxMXGc+/0Ixyc7Vh0ZRoVmpQSGuvstktY2low5cBI+izqLFQ6dmnXdWKj4xi6pjezT01Ik7vmv4J/2iBF80mHMP5o8mxgaECWPJnJXthFaHu5XE6WPJmp1KIs7Sc2F8rQmlma4l6tMO3GN2PGsbG0m9BMb/mAtYMVVVqVY+i6Pmx7v5KxOwbz9UOAzhhLOwtqdqrClAMj2ee/nuEb+nFx13WdWVpjUyOqtq3A7FMT2PZ+BV2mteHo6tO8f+Ktc6wSNYsy68Q41j1dRL0e1Xl04alecxZrByvG/T2ENY8WUL5xKcKDI9gyebfOGIAaHSuz+tH8pKXzHTP3642xyWDFiE39k1y3Luy8+qNTo5Yl8RodKpErsQEqwOebkCtf9sIuP9RF6yXPJFoFh0cTExWLUqkkUNAYwdDYkKfXXhL0NRgE518ZXew5tvoMURHRfP3gr7VuMTmhzZInE/sTzWmOrj5DjsIuWkm35mNgoOCrlz+BX4I4s/UyVnYWQkTd3Mac90+8eXP/PcH+WgxgUu6rSkVIQChKpZIH555obR5MDs0ERalU8ub+e1wLZhGqY/ZMNOSICo8mb4mcQhn1R5eeJf05W4Es5C2pJ8OXeD3eS3TrNDU3oXyT0lg7iGXeXt56k/TnzLky4eCsn3BoEPYtnNiYOF7d8cReQpyJuQlfPL8SFRHN0VWnJS1/22e25fyOq4QEhPL8xmtMzMVKtzLncuLg8hMkJCi5euCWMMk0MDLg+qE7eL/0ITxYzJ3Q2sGKW8fvq22fN5zHyVWMJNk723HjyF0CfL7x8s5bIXJq52TDi5uvSYhP4ODyk2TO6Sg0lpmVKd4vffB+6UOgzzehSZoyQZnkhnpl/02cc4mVzQT7hZIQn4DXs4/YCa5Mer/4nhiJjY7DyVV/L0RESCQfnqlJt0IhF87e3zx2D1A/W2t28hAitXdOPCQk0XSqZqcqNB/WQG9MXGw8x9acAaB4jSLMPTtRUqlNOn7GnTt3qFu3LjY2Npibm1OmTBl279bPDTTw9PRk8uTJNGzYEGdnZ2QyGa6urv/cDv+X8EeR52LVi9B3SRdmHBvL5jfLOBqxjfE7hxAaoN1aWS6X03FyS5bemMmh0C1sfLmEUZv78/qOp07SY+dkw4KLUzgQtIm5ZybSeWpr/D4GsG3qXp37WLpeMba+X8G4v4dQp2tVlEoV4+vPIlqHtaxcIafVyEaM2NiPco1KYmRixNzOy/F6qpsEW9pZUK1tRYrXKIJcLuf6oTscXnlKZwxAwOcg8iRmgCLDoljSd63emJCA0B9KGrZP3ytkaX3j8F2+vFM7Gr5/6s2Nw/qzwcH+oTy88ITY6Fji4+I5vvZc6humINC3jt/Hwsac13c9kx7G+vDu8QcMjQ15efst9848wuuZfie56MgYvrz7iqGxAePqzVI7YQk0o13Zd4tMORzZOfcwa0fpd6AEeHDuKZHh0Xg9+8SQSpOEHAPfPfbm0p6bAOxZeFQo0x8XG8/M9svw/xTI1w/+XNh1XWj/VgzayLF157BzsubUpotCMW8fetG31FhUShUBn78RouP+1SA2Oo51Y3Zw7eAdbDJa8eyamOPi63vv2DZtL3ZONjy7/krIgfLD80+8e/yBZ9dfYWikvja0Itk1eP/MY17efktESCRfvfySXuz68OLmG67uv0XglyAiQyOTXEpFcHjlSTaM3UHWvJm5dVTsmgdIiItnaOWJeD//RERIJA/OPRGOPbH+PI8uPSMuJp71Y7brfLYlx61j93l56w1RYVGsHLQR/4+6EwoaHF11Wn1devmzpI/+ZxWon1frx2wnIS6Bh+efcEGzcqUHu+Yc5NqBWxgaG7BrzkGhErOwb+GMrjWdL+++8u1LEI8uPtMbA7B54i62Td2DY7YMnNt+VainIzQwnIFlx/Lp9WeUCUphJ9ZLe66ztN86suTJzJ0TD4RiPr704e/ZB/jy3g9lglKnq29yPLn6gtObLmLvbMe902Klc7ePP8DvYwABPt8I+PyNrx/89cbEx8Vzafd1gr4GozBUcHX/LaGxjq46Q3xcPPFx8Ty5/CIpw/47Q6ZS/ZKPVFy4cIHy5ctz9epVWrZsSe/evfH19aVVq1YsWLBA6DuuXLnClClTOH78OHZ2dn+MYsufsZeJCPD5Ro0OlSlVx53MOZ14dPEZQytP1Jv5iwiJJH/p3JiYGRMVHs24erO4recBYmRiRFxMfNIPeXrzRZbqeXDLZDLsMtkSH6sufwgJCGVsnRnqTKMO2GeyJZf7d7mzbdP3Cj0IStRyo6hHISJCIvH/FMj8biv1xljZWzJwRXdUSiX+nwJZP2Y7ft76X2KVW5aj28y2nNx4Hp83Xzi0/KTeGGNTI6YdHo3CQM7aUVv5e+Z+oRdEiVpudJrSiiV91rJu9HZe3dFPXmQyGUPX9sH7xSeGVJ7Ikb9O6x0H1Mu0FRqXYu3obUxpvkDYzrpBn5rcOnafu6cfcVNDWvRkQnO5u2KfyZbbJx4IZcU1yFYgCx+efSQ+LoG4WP2lNfC9kfOHjL0Awr6FY2Un3uwTFhTB24de2Ge2Ey4P8Xr6ET/vAJ5cfUm5BoI1syolu+Ye5PDKkxSvXoQsecTKDA6vPMnmybt5cP4pnae1FhsLGFd/Fov7rKFg+bx4tNEiEZjiWn7/xJuZbRezYdwO2o5tKpwV9PXyY363lWyetIsmA+tKygKf33GVs1svY2ZlSmkJjbhxsfEkxCfg/cJHsvIFqOvW06LvbWppSqRE22tIXO0RJOnJoVKpJJfZhQaGY2FrIRwXFxuPSqXi0+svwtclqN9nT6+9wtjUiFzurkIxQV+D8Xnry7VDdyjfSKy8AeDUxguc23aZuJg4qrWrKBTj/ymQTeN3snvuQer1qoGVLmv7ZNg8cRcLevzFVy9/us5sKxQT9DWYSY3nsrTvWhr0rilcWnJq00WGe0zm9R1Pxu8aKlQ7Hvj5G/sWH2Ns3ZlUa1+RFollfumQhvj4eHr06IFcLufy5cusWbOGBQsW8OjRI/LkycPYsWP58OGD3u+pVKkSN27cICwsjCdPnmBo+Gfon/8R5NklvzMjN/VnzaP5xETFAnB222XG1ZtFZFjqD2KZTEblluVY+2QB3Wa14839d0SERDK61jQeXniqdSwzKzO6z27H+heLscloxcvbb7m46zoLuv+lk/i5FnJh0eWpDFjenUMrTvLp9WcmNJzDp9efdR5b9faVWPN4ATYZrBhXbyY3jtxlyyTdSx7GpkaM2NBPXa88Yx+Le69mdoelhH3TvaSZNW9mlt2ciU1GawaWHceaEVuESGbNTlUYs30Qf886wIJufzGpyVy9JE6ukDNu5xAy53JidK3pHFx2kkt7bugdyyl7RsZsH8SxNWc5vfki+xYd1RuDSkW9HtUoVCEf87v9RWx0HO8e679pAbrNbMvtE/d5fOm5MNF0cs1AqTruHP5LS5ZfC4kuVccdn7e+fHr9RWgcDVwLZBHOMGlgkkbyHBoYjqXgS1KDd48+oFQqhQmABtcP36VM/WK6SylSnMuHF57x4fknGvapJTRGbLQ6c7hxwt+UrOVGoQr5hOICfL7h9fQjh1acpNfcDj/Kb2kpG1KpVHx595Wjq87w7rE3A5Z3FxoL1BP8Uxsv4PPWly7T2gjHgXqSfvPofWp2qiIpDuDDi0+4pEFtQ5mgTJOLprmVqdZnti6YmBsLK+ckh1KZFvIchkIh/7GuXgCf3nwhS25xNRAA/48B+H0MoEC5vJLirh+8TU43V6FSCg1iomI5u+2yJGlEpVLJqU0XiQyJpMkgsabU0MAwlAlKVg/fTPX2lZLq3PXh7YP33Dhyl/M7rjJ0bW8hab3Xdz3xfunDrHZLsMtkS5/FnYXG2jBmBw/OPWFp37V0n92OUnWkSYf+cvyGUnXnz5/H09OTtm3b4ubmlvT31tbWjB07ltjYWDZv3qz3e3LkyEGZMmUwNZUmcfhv448gz8tuziJbgSzMaLOY0TWnsWvuQeZ2Wq61wc05dyZWPZjHmG0DeXb9FZ3zDGDzpF2MqDaF5zdeax2nRM2ibH6zjOodKrO071r6Fh/F1ql7mN1hqU45sqaD6/HXvTnExyXQ2204myfuYnLTeWqFCB0YvXUgwzf24/DKU/QvPYY7Jx8yu8MynSTd1MKEZTdnUaK2G6NqTGXHzP1c3nOTx5ee6xzLtWBWllyfwdcPAQwqN47Pnr5c3HVdbya4SqtyjNjYj00T/mbzpF2AellbH3ov6ESRygUYW3cGX959JTY6Vq+km0wmY8Kuofi8/sxfgzfqHUMDW0cbesztwLZpeySRzJK11WRq/di/hWMA6veqie97P+6d1lMOkaKRrXRdd24fF1sy1cDEzJhMORyFznlymFqYoFQqiYmMlRQXGhiGlb145hnUBN3njW9Svbkobhy5h62jDXlTGkXo0WU+8tcpanaqIkm39sXNN9w8do9Ok1tK2sfNk3cjV8hpPbpx4r7pf8EolUoW916NW7XCVGxWRngsZYKSdaO2Ub1DJXIUySZpP09vukCpOu7YOtpIivN+/gnnXE6SzVqUSpWwIktymFqaEpUm8mxCdKR08oxKJZnka5IQoplWDT698sFZQuZZg2fXXlGwnNikToOXt97yzTeYco3FGzYBjq05S44i2SSZs8TFxLF7/mGaDKgrSZr0zsmH3D7xgJ7zpJnirBi0AVNLU9pNEJfjC/wSxJyOy6jfs4aQNKEyUfHnxPrzHFh6nKFplHv8/4yLFy8CULPmzzKbtWqpkxuXLl36lbv0SyFTSRHP/cUIDQ3F2tqagZVH8/yyeuleLpcnXfjaYGxqRM95Hdi36BifPX2Fx8uUw5Ganaqwa+4hSUuE7lUL4ZDFnjNbpF0o1TtUwuf1F14kaxgSQZNBdbm06zrffIOFYwwMDWg8oDYHl50UUtXQwNrBilJ13SUfm2vBrFjZW/L4sm5SnxLFqhfB+8UnSXWfABWalOLGkXvfyy4Esk2Gxoa4eRTkzsmHksaydrDEKXtGXt3R31yYHM65M5EQr8TXS389nwZyhZxcbq58fPVZUhbZzMqULHky8fruO0n7mNHFAUMjA3zeit83ADmLZiPAR6x+OTmKVC7Ai5tviIsWJ0ZmlqZkL+LCs2uvJI3lnDsTCoVcSCEmOQpVyMenV5+TFAtEUapuMR5deJq0WiaKsg1KcOv4fUn64QoDBYUr5ufRxWeS9NDNrMxwzuWE50Mvvc/V5LCytyRDVns8H3oJx4C6RM3cxlxynWnmnE4kxCcI1cImR86irvh/ChTqz9DA0NiQ7IVdeP/EW1hWE9SNznaZbIVXvTTIkiczsdGxQuVzyZGvVC4+vf5CeHCEpDj3aoV5fOm5cIkaqCfx+Urn1rlqmxqcczlhaGKkt38nJQpXzM/nt77CzdgaVGhamrsnH0qaaMnlcsq3LMGkv0cSEhKClZV0Z8V/ChoOVK3AcAwU4smCtCA+IYZzz+cLn4MWLVqwd+9e7t69S/HiP5eMWVpaYmtri7e3tN/exMQEJycnvLy8JMX9avwR5LkKjTCQ/Rl1MOn4jSBxufZfgeyPWPz5Z/Bv2GRLxe/7eExHOtLxX0K8Ko6LHEonz8/n8/Hjxx/OgbGxMcbGP49ds2ZNzpw5w5s3b8iV6+eVDGdnZ8LDwwkJkZZ0+FPI8//jN3c6/ufxJ1iOJi9R+BPIZFqR8jj/hGP93a+ddKQjHf8/8AtrnrNmzYq1tXXSZ9asWf/ywf+eSCfP6fjfxz9MgqQ2JIG6rCJVaCGZlrbm2mO0wLWg9EYwl/zSlBdkMlmSy+AP0EGUNQYbvy3+hEnXfwFS66OTwyV/ljRd96Au6fpVcWmJyejiIKxdrYGZpamwo54GcrlccgwgqdZfg7T+Vun4/4ePHz8SEhKS9BkzZkyq21lbq9WVtGWWNVnz/1Wkk+d0/M/iB5ImSIhyFxOzh9XAzNKUau3FpJ80yF8mt7CLFgAqJQ371MQlbyZJ2dtuM9v+qBIhgP5LuwjvEyol1g4WtBvbRNJ+5SiajUrNxRvpQF13LGp0oYGTawZpREOlQqGQC1slJ4fCQCE5BtTW02lFkcoFJDe1JUfPeR3SJDcHavv3whXFXQI1MDQ2pPeCTpLjHJztaD1a3C5dg1ajGgubsWhQrHoRafcnajnJ+n1+bpzSBSt7C9qOl2aNDtB5urjkogYN+4qp0ySHLpdRbZBi8KNBWu+d/1f4hQ6DVlZWP3xSK9kAyJ1b7dr55s3PPVu+vr6Eh4cnbfO/iHTynI5fCrlcLpkw2DnZULC8tG70IpUKUKtLKva6Okh08yH1KVHTTdI4g1f1xFZQ3xhALpcxcHl3TCVktoxNjWg8oA5Z8qYig5VaplqlxNrenJK1ilK4Yl6t26T8OOfMiLtHIfIUc9W/fSIyZrWndteqkrSJ5Qo5/Zd2xdJW/DpQJiiZtHc4RibivQ8KQwMm7h2GgaGOl3OKJcuE+ASGb+grOfNYpn5xStUVt+TWIHNOR7rOkCZNp4GRiRHjdw1NM/lw8yiUJnk7UBN3rfrXOlCiZlHcqhWWLANXuWW5JJdSUcgVckrVLUaZ+tJ+l8IV8lO9fSVJMS4FstCwb21hu2wAG0cb6veqiVN2cbk5gAZ9akmeuFRrV1HyhLVis9KSZO1APfEQlbTTwDmXE00GSouRyWSSlGw0kPKcSoduVK5cGYDTp3+Wuz116tQP2/wvIp08pwOZTEbmnGKGDhqYWZnRZFBdScuBmXI4MuPYGCGXNw3yl8nDijtzkuyZRVCqbjFmnhiXZM2cKlKQaI825ek1vyMf9ehyJ0ed7tXwaF1ekm5t/V41yeWeXRI5q9XZA5sMVmTJLS6DVaFpaRQGCknZo/xl86jHS23SoQUZstpjaGRA27FNhWMUCjm2jjb0nNdROCbEP5Rc7tkZtLKHcMyXd18pWqUgIzf3/1lWTcckysjEkNknx0kieC9vvWHKgRFU7yCNdL177E3TwfXpNV/8XGjw7UsQ7lULSZYC08AmoxUdJ7eUXEZjbGpE/jJ5qNisjGTiXqlFWRQKubAJhgZVWpXHzslGkpVyofL5sLKzoEw9cfMYgEIV8+FevTD2mcWzqNkKZME2o7WwAQmAraM1hkYGdJ4qLZNsYKhg8Opekoh6REgkQ9f2kUTUv7z3Y+CK7hSvUUQ45s39d/Rd1EVSptv7pQ+tRzeh26x2wjEqlYpyDUsycGUPSTKLRSoVYPDqXmkqffk38Ts6DFarVo0cOXKwY8cOHj58mPT3ISEhzJw5EyMjIzp2/P5c+/LlCy9fvpTcQPi7Ip08/yJIedCBWiJOanYhl3t2+i7uIimzW7ZBCVbenSOs7SuTyajRsTKbXi0hLiZeWBarfq8arH44H/9PgUSGRgrF1O1RnQUXpxD0NRjf92LWsB6tyzPlwAhkMnity5lQA5WKYtUKM2JDPwC9pjYauBbKSr/F6hKHiBCx47F2sKTztFaA2vRBBHKFnObDGgBqSStRVG5RDlDLKIqiQBk1efZoXV44w5shizqTU6tzFeEXs6ZUoHYXD+FsYrC/2uq6Zqcq1O9VQyhGmaDk40sfPFqVp9/SrsJmAM9vvKJg+XzMPTtJuCwi8EsQnz2/MmrzAEmOZfFx8by5947mQxvQb2lXSZPRb4kyXk0H1aNGR2kZHktbCwwMDciQxZ7GA+pIii1QLi+GRgZYO1hJIlZGJkaUa6TWJS5WXTzOKXvGJF1iKddzmQZq0uxWtZAwWbLPZEvmnE7I5XKqtq0gPFa2RFLfbEh94RhbR/WKVbV2FckpqJEul8uRy+W45HOWNGGNDI3C3NqM8TuHCJPNr17+KAwUTNg9TLh23PuFD7HRsQxY3p063asJ79/D809pPaoxIzb0E56QXdl/kwa9azL//CTsnGzEYvbdpErLcqy8N5c8xXPoD0iHVhgYGLBu3TqUSiWVKlWiZ8+eDBs2jKJFi/L69WtmzpyJq6tr0vZjxowhf/78HDhw4IfvCQgIoHPnzkmfuLi4n/4uIECajOOvwP8EeZbaDGFoZED+0rklzVgzujhQv1cNStRyE96n/GXy0GtBJybtGyG0j3K5nJK13ZiwexgbXi4R0nGWyWSUbVCC+ecn89e9uby5/05I97N4jSIsuzmLqYdG8eH5J17e1k80c7lnZ9GVaYzc1B9lgpJTGy/ojbHPbMeMY2MZ9FdPTC1MOLpKv6OhoZEBg1f3YsjqXhgaGQhZlQPU61md0dsGYmBowMtbb4WsrHO5Z2fSvuEYGhmgVCr5/Ea/vrGJmTETdg5JytiJ2g13m9UOS1v1JEWUPFduUZZMiaRUNPNs62hNkcoFALXOrWhTkoY8W9paUL6xWM1nhqz2gFpHvN04sfrN5HW2g//qIZT5jAiJTPo9+y7uImzy4P1CrencsE8tOk1pJRSj0Y/OUzwH8y9MFm6se3TxGQA953ag57wOws+lF7fUZkqN+9dh0KqewnEhAWFJWr2DV/UUdnKD78QNoPXoJknXpQiSr2Z4tBYnmCVruyXV4EspwajSqtz3sauKx5WprzbLMDIxwr26WFzBZA6UNTqIT0iyJZJL14JZhd8Rya+rbjPFsq4Kg+/3TqtRjckm6A4Zkbg6lrdkLrrPERvrq5c6YWFubca0I6OxEShPS4hP4P0Tta7v4FU9hcuCHpx/AkDNzlWYcmCk0GTn7qlHRIVHU7B8PlbcmUP+0vrra2OiYjn/91Wy5s3MkuszaDWqMXL5H0CDfkOHQQAPDw+uXr1K+fLl2bVrF3/99ReOjo7s3LmTYcOGCX1HeHg4mzdvTvoolUoiIiJ++LvwcN3uyf8G/oCr5kcYmxpRoGweGvWvzYiN/Zh9cjyZcjjqjDExN6FY9SJ0mtKK+ecns//bJrIVzKrTLMTQ2JDiNYrQa0En1j9bxHavvyhdrzj3z+p2lStQNg+9F3Zim9dKll6fQc2OlVk1dBOx0dqNEqzsLek8rTXbvFYy8/g4KjUvw9qRW/F5o9vGuVQddza8WMzUQ6MoWqUg98481mtmYmhsyJhtg5h9agL5SuUiJiqW9WN36IwBdfnElAMjKZhoI7t7/mG9BgIKAwWN+tXCzUO9RPv6riev7+k37cjp5krGZE0+V/bd1BtjZGJEQryS+Dg1mXh8RcycRS6X8ejCM+Lj4vHzDlD/TnoeJGZWpvw9Wz179vsYIJR5livknFh3Dp+3vjy+9Fw4u+Lr5ceBpcf5+Oozr++/EyJWNhmtmd9tJQBL+q5NIri6YGhkwOV9N/ns6cuueYcI+hostH8qlYobR+/h+dCL05svik0SFfIk981VwzYLl0cE+QYT+i2ci7uuiRmPqFR8eP6RhAQl0ZExvL7nKbQC9PreO2ITr22fN75C5w/gYSIBAIiJjBXOhr24+b3h5tPrz1gLTnZUKhWBX4IID47gyr5b0gw9MlonPSsW9VotScnF18uPC39f5cmVF9w8dk84Lio8mu0z9vHNN5gDS44JN7N6v/Dh9OaLPLv+iseXngnFmFubsXXqHkIDw9g+Yx8JceKGILvnHyb0WzjrRm/DzEr/tWliZsz1w3cI8PnGtml7CQ8Se9Ebmxlxdf8tgv1D2TJ5l1CjqsJAwfun3kSERrJ9+l4S4sUkHyNDI/H7GEDg529c3nNDqFHU18uf+Lh4EuITuLDzmvDv9TbROCc0MJywb+FC5PTh+e/mK2FB4WTKqfudDhAbHcvt4/cBsLA1p0C5vELP1ZPrzwHqCX+l5mUpXEl642s6vqNUqVKcOHGCkJAQIiMjuXXrFq1a/Zyo2LRpEyqVis6dO//w966urqhUKp2f5Bns3wV/FHluNaoxh0K3suTaDPov7Uax6kVYNmC9ThdBUwsTxu8cwpzTE2g/oTlFqxRk04SdnNxwXudYWfJkoteCTjQfUh+X/Fl4c/8dM9os1uv6ZWZlRoPeNcmY1YGEBCUz2izW64oVGhiGwkBBhizql/TlvTf17h/A06svk/YnOjKGxb1X642Ji4nj6oHvmdx9i47i/1H/kojXU2+C/UKIi40nyC+E42vO6o1JiE/gs+dXDIwM8P8UyBGBrDOoX5ZZ8mbm3pnHvH3wno+v9JdSxEbHYmlnQVxMHNum7eXplRdCY31640uRygVYO2obe+Yf/vEftZDob77BZC+cjQ/PPzGgzFh8vfSXlCgTlPh6+eGcy4nNU3azKdHqXB9e3HyDlYMl7598YGGPVUJlMu+feOOdaOd97eBt3tx/rzcmLjaeHTP3E+QbjDJBycMLYiRlw9gdnN9xBec8mXh27aXQ/r25944hlScR5BdCRpcMwk6Zczov58CSYxStUpAPumzYk/1ur+96MqbWNEDtACdCMONi4riw4yoHlh2nQNk8fBR0JHx08TmX997E69lHsuTJLOyO9uLma3bNO4T3Sx9cC2SV5GS4qOdq9iw4jJtHQUkW7s9vvGZu5+WEBIRiaWsuybnvxLpz+Hr5IVfIubT7unDc/bOPCfEPJToimqOrzwj3Clw/dIe42HhCA8I4sPS4UExESCQX/r6KUqni81tfbp94IBR3ec8Nnl9/hZmlCbdPPBAqMYuOjGHloI18fuuLiYWJ0CoewO65h9k55yA2GawI8PmmM8GiQXxcAsMqT+LBuae4FnQRLjM7s+US4+rOxD6zHcoEpZB7ZWhgGPO6rODynhsUrpBf2K33+fVXTGu1EEs7C+QK/Y7AoJ6Q3Tn5kMt7b5KnRE4+CTzzAa7sv8W9M49RGCiIjY4Vck18fe8dno+8+PjqM9YOlkmZ8t8aStWv+aRDGP84eY6JicHNzQ2ZTPZDUblUWNiYq2t5E1+K/p8CGe4xSW92Nqeb6w86tNum7WXfoqM6YwyNDanSqjxZ82ZGqVTi9zGACQ1m67Xsdi3kQo857ZOyYhvH/603Uw3QamQjWgxvyNsH7/H/FMjiXvpJsH0mW+ZfmIyZlRn3zz5m86RdQnXBHm0qMO7vweycc5AnV16wc/YBvTGGxoZMOTASm4zWDPeYxN4Fh4XsT/OXzs2AFd3ZOP5vFvdew8Wd1/TGAPRZ3BlDIwNmtF7E9NaLhGJsHW1oN74Z26fvY8vk3Ty+JJZ5btCnJvFx8Rxfc5bDK0+lvlEKEi2Xy6japgLntl/hm28wgZ/FSFLRKgWJjY7lxc03wqUeAM65MuEjUE6SHMaJy54xkdKsoUODIrC0E1/CVypVvHv8ARMzYzLnEms61ZQb3Dv9iFJ13YXHenzpOac2XcTB2Y7iNYv+vEEqk507Jx/y4PxTjq05Q5sxTYUz/ot7r2HT+J3I5DLajBGTSAsJCGV+1xUsH7CeKq3E1SECfL6xcdzfrBu1jRqdKpOzqKtQHMDdUw85uf481hmsKNtAvDFOs+r26o6npHIPDaIjYjC1kKZIAmBkaiTZrhzUK45SLJf/E0SERGJgaCC5kdL3vR9OruINefFx8bx7/IH4uHjh3yA+Lp6woHDunnpA8ZpFhKUGPR964fXsI2/uv6O6hHKU8zuusm/xMQpVyEeeEjmFYs5sucTlPTc4u+USnae1Fi6LmN5qISsGrsc+sy3NhorVjt8+fp95nZezedIues7riLNgadu6UdsYWHYscTFxjN0+6M8o3UjHb4V//IoZOXIkmTOLNzqlhqaD67HFczk1OlTi6Ooz+H0MYLjHZHzeaicUGbI6MHbHYBZdnobvez8OrTjJgWXH2awn41ekcgHWPJpP/d41WdxrNee3X2V8/Vk6s0gymYxmQ+qz4s5sgr6G0KPwMI6sOs2uOQd1jmVmZcakfSPoOKUVS/uuZXLTeczpuIwwPct+2Qu7sPTmTOQKOQPKjGHNyK3sX3xMZwyoVRRGbx3Atml7WT9mO1OazScqXPeEQC6XM2bbQHIUzcboWtN4fuM1exfonnyAWl5u0r7h3Dx8l52zD3L7+H2hl1/ZhiWo3aUq87uuICwoXO/kSINuM9sS5BvMgSXHUalUQvXORiZGNBtcj4PLToi9mBPJWVGPQjg423FuxxWhfdOgaJWCPLv+WtLyOoBzbid83oqdBw00L36pRCXsW7hk7eBPr78QGxNHjiLZJMXdPvGAopULSiIp/p8CuXvqIXW6JTYjCdbr7Zl3GPvMtsJNYPFx8USGRbF54k6aDamPYzYxjemo8GgeXXzG+R1X6b+sm3BfRUJ8AjeO3OXJ5ReS1TO++QZz/eAd6veWruX7+q6nMClKjqjwaOG6/eQwNjUiNg3k2cTMmJioX0eeAclyel+8vib1J4giLiaOd4+9Jf8Gd04+xNLWQrj2X4Oz2y5TpVU5Sf0+r+685enVlzQbLEZoNatPW6fuwTl3JuF7LjIsim++wWyetIt245sLycpFhUcT+CWIPfMO4/ngPaO2DBCaUNw9/Yjw4AimNJtPgfJ5aT2msdA+/mv4TWue/z/jHyXPJ06c4PTp08yfP/8/+p5mQ+qza+4hOuUewJ75hxnuMVnnElJON1c2vFiMa6GsjKw+hSnN57N34RH+GrxJ5zjV21diwYUpvLn3jm4FBnNq00WW9V+nd1mnz+LOdJ3RhnWjtjGm9nQCP39jef/1eo9r9slx5C6WnSEVJ3B87Vm+fvBPajrSBgsbcxZcnILXE2+GVJxAgM83PB966V2Gy1cqF0PX9mbd6O1sm7YXUGfK9KFB35qUqOXG2Lozk8onRJbhes7rSEhAGPO6rtS7rQZyuZxe8ztxcPkJ7p3Rn7HXIEMWe6q1r8iqYZt11rGnRKm67hibGXNo+UnhGIAy9Yrx6OIz/CQsdQPkK5lL7++bEpa25phbm/FJcBKhgZGpEQnxCULLmMkRGhiGpUQdbmWCkg/PPpI1rzR3wrunH2FgqCBvSWnE4cT685SoWRRTCeQt8EsQJzecp55E3doT68/z6fUXyYoUa0ZswcHZjkotpGnRrh6+BbeqhYTVFzQ4suo0RSoXEGrqSo5Xd96SJU9mDI3EyRRAdES0ZC1sUMsAxkZLmzyCeiVF6ipKWpFW8uz73k+4Pj45Xt/zJHshF0kxft4BfHj+SbIi04W/r2FhY07+MtLMK/YtPkrZRiWEasA1+PrBn2Nrzki+dw4tP4nPmy+SVGuUSiVzOi3HtWBWPFqL6497PfvIop6rJY2VjnQAyFSiWmMS8fXrV4oXL87BgwdxcHAge/bsPHjwADc3N60xMTExxMR8zy6EhoaSNWtW6tu2JTpY/MGpkRk6//dVodouDTQPlTsnHwrHgFpCTGEgl1RzCOqyBp+3voQGhkmKK1KpAE+vvZR0bAAFy+fj2bWXkmIMDA3IViALno+8JMVZ2lpgammCn7c0iRnHbBkI9guRnDHNlMORL+++SooBNfH2/xQoKUYmk2HtYJkkn5b4l3rjFAYKDI0NiI6QlkEzNDIgQbBOMWWcSAY+ZUx8XIKwBKEGphYmelcxUoOlnQVh3wQ7qRP3SWGgwNzaTPJ9Y2lrQVxsvN7yq5TIkNWBwM/fJJ//zDmdhOtEk8Mpe0ZhacbksHOyEa4f18DQyABkMsmrIXKFHFRiE+mUUBgoJE/qZDIZcoVccpzCQIEyQSnpepbJZCgMFJIm4kCiYo9K8j6aWpgQHREj+Z6TdO8kg01Ga0l19ZBoJZ7RSvL1ZWlrQUKCUlieVIOMLg58+xIs+TdwyeeMt2CPQnI4F3Bk87MVhISEYGUl3TL9n4LG4rp6jkEYKP5Zber4hBjOvlvy252D3xX/CHlWqVTUrVuX8uXLM378eLy8vITI8+TJk5kyZcpPf1+FRhjIpOkkpyMd/yokyiemQwvSlxLTkY50/MOIV8VxkUO/HXH8Tp4HYiD/h8mzMoaz75b+dufgd4Wkso3Ro0cjk8l0fl6+fMmyZcsICwtjzJgxknZmzJgxhISEJH0+ftTRUZ+OdPzOSK8jSzvSz1060pGOdKTjN4Yk8jxs2DBevHih85MjRw7Onz/PjRs3MDY2xsDAgFy51E0NJUqUoFOnTlq/39jYGCsrqx8+6UjHr4RUwx25Qq5fdSBFU0ZGFwfJjpMFEq2zpUCKEYUGUm2TQW00IwVGJoZY2iarqxZoWpFak5sO3bDJaC1ZTSI5NCY8UiFPgzU3qO9LKVbzGrhXLST5nra0tZB8TQMUSmawIgopyioaiDTSpYSoRnNypCtQ/EZIbxj87SDp7siQIQP58uXT+TEyMmLp0qU8evSIhw8f8vDhQ44fV2tz7tq1ixkzZvwjB5KO/10YmxpJfpBnzukkSXINoHS9YmQWEOdPjtajGws70GnQbUZbrOwsJD2wes7tIMnIQiaT0X9JF0mkU66Q01+iRbSJmTF9FmqfEP8ElQozS1O6z24n6fitHKxoMrCu+DiozZFK1RGXwtNA1LUtOWwdbSSTNFATIVH5vJSo3qGS5EmYBk6uGWg1qnGaYgFJSiLJUahCPqp3qCQ5rmD5vJItyAHqdK9Obok2zIUr5adau4qSYqzsLek6o62kGIABy6Wfx64z2kp+tjUdXI8MWaWR7nKNS5I5p5j8pAaZcjgKy8VpIJPJ0jQhSMv1l450/Lfwj0wtXVxcKFSoUNInTx511ixnzpxkySL9xZSO3xNSNE1BLQ0nateqgZW9JYNX95LUmOSYLQNTD40iIli8ScUlfxbGbB8kqSEmp5srHSa2kNTUkrdkLqq2rYCVfbKXn54sQP7SuSlYLi+uiRbAYuPkxCV/FvJLyFjnKJIN14JZcasqnuHLmM2BIpUK/JxN1HFMhsaG1O1enYLlxTN1EcER9JjbQZImcXRENANX9iCPRPLUenQTSqSmI60DlnYWjNzUX1h3VwMTcxMm7hmWpsy6g7Mdw9f3lRynGbfVyEZ63VlTg5NrRrIXcqFswxKSY8s3LkXJ2u6SJxqVWpSlWPUikmIMDA0oVcedMvXF9a9BvfpSpVV5SRP2nEWzUbhifkmZZIWBgvxl81C7q4ek/XPMloGuM9pIijE2M2bExn6SzntsdByTD4yQpOcdEhDGrJPjsc9sJxyjUqkYuKIHWfNKk7RtOriuZHnMXO7ZJcf8Fkg3SfntkL4u8xvDxExag4ChkYHkpU1LOwt6zO0gKZORIYs9s06M+8F8Rh8y5XBkybXpGJuJLxU7Zc/IkmvTJZkjODjbMe/cJMKDI4QJt6WtBVMPjQIQVowwNDZk1JYBGBgaSLL+7b1AnaUV0lJOJJyajGu2AlmEl9oqNC0NQIka4iSwQBk10a7VuYrefdJ8HBMzRh0nthBe/jMyVhPFQX/1EM4eRUfGIJPB+F1D1GZJgvj2JYjpR8fgJEF/1+vZR6YcHCmJQHu/+ETJOm5qIiwhG/zxpQ9FKhdg8v4RQvbMyfH1QwBV21agw6QWkuJArfBgZGJEn0WdJcfmTdQWrtu9muTYsg1LYp/JVpIUn0wmo1KzMjg42+GST1wOsUjlAphbm1G6bjFJ+1i0ckEcnO0oVFF8cpcjkTQ36l9bOMY+sy1yuZw2Y5tKumZMzI2p26O6pElhXEwc7lUL0WxIPeGYIN9gshdyYeSm/sKkOzI0EkMjA2afGo+lrfg7xe9jAAsuTsFVgmTf+yfeLLoyTdLq0seXPsw+PYHaXasKx6QjHanhl5BnjXe5LqWNX420LLHaZ7LFPpM4YQTIXyYPdSVoy8rlcio2K8OMY2OFdUYVBgpqd63KxldLhcmpXC6nfu+abHq1FLlcJix5VKuLB2ufLMQmozXPrr8SiinbsAQr784he5FsXNl7Uygmd7EcLL0+gyx5MnNfUPPZ1tGGuWcnkSmHo7C0nlwhZ/yuITjnciLQ55tQDECnqa2StFlFpakqNC2dVBcpakSSIasDlZqrtYK1asGmQqgrNVPHFK9RRLjeLX9ptfZrxaalsbA2EyLqGvOQIpULCNfBaohC9kIuNB8mZrwAav1dJ9eMDN8gnm31eeOLraMNs06MEz7nr+96YmRipCbQtdyEx3py5SXlG5dixtExwtk6lUrFy1tvKFW3GFMPjZJUh6zRGe84qSUebcSMKDTQGJyUbVCC0vWkkUuNMUexGkWEzWNAvbKhMRGR4ixZsHzepEyme3XxOn5NZjxPiZzYOdkIxVjaWSQR+6ptxUs3NNnMqm0rCiciMmRRa0JnzOogaSJibGaMXC6n//Luwu8xjRRhlxltyV5YjKB+SzQGq9C0NG3HNRXevw/PP+FaMCvTj44RTgA9v/4KW0cbFlyYLDwpeHTxOQoDBVMPj6ZRP7FJS0xULHdPPmTYuj6M2NDvP6r7/6VQKX/NJx3C+GMzz4ZGBhSpVIBmQ+oLv6gsbMyp0qoco7YMoKau7Foy2GSwon7vmiy4MIUx2wf9qO2rBVb2ljQZVJc1jxcw5/QEHp5/qjfGxNyERv1rs+n1UibuGcaNw3d0uhqCmgBXa1eR9c8XM2xdHz69/sKtY/f1jlW4Yn5W3p3DoJU9MDYzZs/8w3pj7DPbMePoGIav74u5tRmHV+o3FpEr5HSb1Y6pB0dhYWPOw3NPhM5fiVpuLLg4BVtHG5RKJQ8v6D9/VvaWzDkzIWnpz/Ohl94YgN4LOyUtBwcIkudCFfLRJJnwf7xA5tnA0IDOU1uTkKgV/EPZhg406l876ftFa3FzuWdPMmvI6eaKtYNY421SiYdMRhVBo4GMieQpNiaO9uObC8UYJCtRaDG8kXBWODyxDKd841I0HSyWQfPxVJvLZMmTmWmHRwu9LF/f9QTUZUZTDowQJtBPr74A1I2ac85MFM68vbj1BlBPdGYcGytsPpJcQ334hr6SmkpNEp+ZSqWSHnM6SMp8akpn4uMSqN1NPINXrlFJtXFPgpJSdcQJe6UWZYmPi0epVFK8uvhqQJn6xVEqlerxBLPPRSp9nwCWa1hCeGVEU64hkyGc1dTco0qlkmZD6guvPGgmPjmKZBMu+dCQZwNDBaM2DxD6vYP8QpJW7zpPbU3ZBmJlOt4v1X4HBcrmYcKeYULnUJOIsbK3ZO7ZSULXcmx0LA/PP0WhkNN/WTf6LukiVGpz/u+rANTsXIVlN2dJLhdJRzoA/piKe7lCTv7SuSnqURC3KoUoUC4vcoWccfVm6lxqt89sR9W2FShTrzgFy+dFYaDg5MbznNp4Qed4ZeoXp3H/OrhVK4xCIeebbzB9io3QmWU0NDak39Ku1OhYGaPEh9P8biv1GiXkLOrKtCOjkzIRT6++5NiaszpjQN2s1m58M4xMjEhIULJ6+Ga9MRmy2NNieMOk7MrxtWeF6nzzlsxJlsSHTFhQOOd3XNUbY2lrQVRYVNL/X9h1TW8MQMCnQD69/kzuYjl4c++dUFY8Pjae3fMOMWrzAKIiooXJ89bJeyhevQgyuVyYPHs+9GLNyK10nNQSr2cfhTLPCgM5QypNYPeXtexedFTYcOPwipNYO1hi52jDtUN3hGKiwqOZ0HAOs06MY1D58Zhamuh1kzQ0MmD1sM10n92O01su8eDcE6Gx/LwDOLD0OKXquDOjzWLkCrneYzM0NuTwypM07Fub6a0WEiIwoQL1dRETGcOnV585uUH3/avB57e+BH4JwtbRmuUD1qMUqOuLCInk0+vPZMyWgXtnHuP1VLfDqAZPLj9HqVQil8u5KHitA7y4+Zr4uHgMDA04uvq0sER44OegJKOYQytO4vVMmknTweUnaNCnFsM9JklaiTvy1yniY+PxevaRs1svC8fdOfkQIxND3KoWZu2obcjlcqHSqtObLmJsaoRtRhsOLj8hNJaphQkTG6nvgV1zD/Hu8QehuG++wczvuoIha/vQr+RoTC1N9D5/ZDIZB5efoG73ajy69Fx4dS0hXsmGcTvoOqMtA8uNE66Xf3r1JS75nXlw7glX9t0SiomLiefGkbuUrO3G2LozhBp1lQlKvrzzw9DYgKv7b/Ho0nOhsbxf+BD6LRxTCxPWj9kudD1/efeVoK/BWNlbcu/0I/w/ihlX3T5xP2nl5MXNNxibGektvXtw7glBfiHYZrQmLjZeeEXqX8WvUMNIV9uQhD8m86xSqihYPi9dprXBvVphDI0NmN1hqd6XfIh/KIXK56NI5QIoDBQ8vvScJb3X6h3v7YP35CiaDUWiq9X0Vgv1ksy4mDhe3HiVRJyv7r+ll6QDfHnvx+e3aoIdFxvPol6rhdymvF/6IJPLSUhQcnLDeb024pBov2xrQbB/KLExceyae0hvDKiXl52yZ+TFrTec2nhByAEwLCicUnWL8eLWG55df8XV/WIPegdnO3IXy8Hczsu5fliMMEaGRVG3e3VuHL7L/C4rhAlP9iIuuOTPwuQmc9m78IhQTFR4NOUbleL64TuMqztTyDY4JiqWbAWyYGBowJ75hzmx/rzQWH7eATi6ZMDnrS/H1+qfUAH4vPlCbOLv8+H5JyG3urhY9cs1NDAcS1tzfATtwI+uOs2dkw/IlNOR6IhooUnB67ueLOu/Hs+HXrhXKyxcZz67w1J2zNxPmYYlkMvFyN6rO54MKDOWz299qdGxsrCT3r7Fx5jbaTml6hYTXtl6+9CLHTP2c3nPDWp19iBC0FXt5e23LO27lseXn1Ors4fw+VAqlYypM4PDK09Rq4sHMRJ6A05tuMDGcX8D6hrm2GhxR88LO68R9DUEawcr4esE1FbgKpX6Wf7s2kvhnoS3D95jaGRITFQs98+KlXBFhUern4cyGdGRMUmrCfrw4uZr/LwDUCjkhASECU3cVSoVJzecx887AAdnO3y9xNwhr+y7mfQcyJx4/4hgdvul3Dn5kKJVChIeHCEUc3bbZaa3WkRsdBwla7sJO49ObDSHfYuOUr19JeF758WN1wwoPYagr8F4tKkgPNa+xcdY0nctZRqWQGEopkBz+8QDDiw7jveLT1RqVkbo3kmIT+DynhucWH+OXO6uaVasScf/b/wx5Lla+4o0G9IgSdlg+YD1XN5zQ2eMpZ0FQ9f2plyjkgR9DcbnrS+Tm83Tq45QuGJ+llybQUxULMH+oawbvY0nV17ojJHL5XSd2ZbhG/pxauMFAj9/Y1Gv1XqPK6OLA4uvTsPRNQN/zz7A37P24/1CfwapatsKjN85hL0Lj3Bo+Qk2T9ylN8bA0ICJe4aRKacjA8uOZe3IrQR+1p9tdS3kwuitA9m/5DiTm8zl8MpTemMA2k9oTvbCLsxqt4QpzeYTEaKfTBiZGNF/eXdOb7rImS2X2Dn7oNBYJWoWpXDF/GyetIvLe28K23s36lubB+ee4P3SR2jyAeqlxSKVC3DtwG2iI2OESUCBsnn48u6rZGtcR9cMwi9kDQwTm/LiJdpzhwaGSc7EeD39iFwuxyW/WFmJJlN/7+xjiktoaAzw+caNw3eJi46jSqtyQjE+b77g/zGAPQuOULtbVeF61KOrTnNp93Ve3/UUliBTJijZPGkXq0dswTl3Jur1FOt1CPsWzon151k9fAslarlJalR8fdeTI3+dwtbRJqlJVGhflUoiw6J4c+9dmnSXQwJCsckoXYdfZGUiNRiZGEoi+EnjyWWoJKoIaAiYFJUJAP9PgUmrh6II9gsh6GuwJAUIpVLJowtPyenmKlwaFBESSWx0LLeO3qNS87LCY3m/+MSZzZcwMTemcguxOM9HXnz29GX3vEM07FtLeB93zTnIqQ0X8H7+iR6z2wvF+L73Y+3IbSzssYpyjUsK3wN/zzrAwh6rOLvlMqO3Dvj9s8/pahu/Hf4I8jzzxDiGrevD2W2XmdF6EVun7uHIX6d1xlRsVob1zxZRqGJ+RtaYyvYZ+5jQYJbOTILCQEGX6W2Yf2EyT6++pLf7CNaN2srehUd1jmXtYMXME+No3L8O01otZH63lUxpviBpSVUbchfLwdIbM4mNimVg2XHsXXCEnbMO6IwBqNOtKqO2DGDr1D1sGLuDdaO2EfQ1WGeMXC5n5Ob+5C+bh9G1pvPl3VcOLtO/BGplb8nUQ6N4du0Va0du5ZtvMF/efdUbV6hCPtqOa8ay/uuSluRE0GZsEyztLFgzciuA8Iu287TWXNx1XbhRENQlPeWblBKq306Osg2KExsdxz3BRkYN8pfOw4ubbyTFyOVyMmR14KuXv6Q4TV2xFBk9gNBvYVjaSXuR+H8KJDw4QrgRSYN7px+Ry91V0osrNjqWS3uuU72DNM3fM1suER0eTcO+tSTFrRu1jQpNS0uqJ/bzDmD3vEN0ntpakuLA67uenNt+hZ7zOkqSSfvmG8ylXdcl62ADPLr0jKKVpZPnYP8QrDNIJ88yuSyN5NmIWMHM548DyoRW8ZIjOkKdwdfUFovC/1MgDhLJM8C7x95klyif9vTaK5QJSgpXyi8p7vK+m7hXLyJJsSYsKJyLu65Tv1cNSWOdWHee6IgYGg+so3/jRCiVSlYN20ylFmWFTWfiYuJ4dv0Vh1eeov+ybkLHpkkaLR+4nqjwaAau7C68j+lIB/wh5Dk+LoFebiNYO3Ird04+ZMvk3Tq3z1cqF+N3DeHiruv0LDKMB+eecHjFKT6++qwzrm6PajTqX5u5nZYzq/0SIkIiObXpot796za7HRldHBhQZkxSNvzFzdc6Y2QyGUPX9ublrTcM95hM0NdgQgPD9C5xWdlb0nNeR9aO2sb26fsAhJbF8pfNQ6m67oyrN0u4pAHAo0154mPjmdFmkaSXXt3u1bm067qkmkiFgYLyjUqxbvQ2vTW6yeGUPSMZsjqwdYru6yIlchfLjs+bL1w/fFdSXAYXB64duC28jKmBwlDBkytidYMamFub4fPmi9CEJTlio2IlTSQ08HnzhbAgMeWV5Hh44RlGEjvXn159yVcvf5xzSTNiOL35EjYZrSW5psXFxHFg6XFJOtEAjy8/59ax+xSXqPu8a85BwoMjKFpFmhPfxvF/Y5PRimwFpenhH1h6jAxZ7IWbQzV4eP4pCgOFZKOWL+/8CPYTv0c1CPEPFSojSolA3yD8kzVIiuLTq8+EB4mVNmgQHhzBh+efJGt2f37rqzdhkhqe33glXIakQXRENPfPPMbW0VpS3J0TDwjw+UZWCZJ/AEdXn8Eus50k0h0bHcueBYcpWE6a8+Kji8+4dvC2cJOnBhvG7iA2KpZiEhRZosKjmdl2CXlL5ZY01i9HusPgbweZSuq0/BciNDQUa2trqtAIA5m0uqSseTPrJcspoTBQYJ/Z9ocudhFY2JijVKqIFKxx1MDOyYZgv1BJBiCglmQTzeQmh5W9ZZoe7ubWZkIlF8khl8sxNDYQLp/QwNDIgPi4BMnZIgNDA8lZVkC4aSkdfz7SWjJgaGQgXLf5Q5yxoeQJ1n8yXlqPLx3pEEFanpW/+p4zNjWS/M4BMDCXczJ8NyEhIVhZSV9R+aeg4UDVM/fCQC5tJUQq4pUxnP28+rc7B78r/hi1DamQSpxBXYsplTgDwk0bKSHFzS450kKcgTQRZ0AycQb18ltaHmJpeWCC9PIEDdKJ8/8fpJVYpvWaTAtx/k/GSyfO6fgnkZZn5a++59LyzgGIDhdvtv1XoOIXqG38s1//v4Y/omwjHelIh3SkxQgoHen4J/GfXJNpiU3reOn3TjrSkQ5dSCfP6fifRFpeflKauzRwLZhVcowUNQUNPARNS5KjZidpTXUA1dtXkhwj1aEO1M2yUmHraCM5Rmot758EKU2FKfGfGEO45HNO03UP4Fa1EBmyOkiOs7SzoEz94pLjKjYvI+xyp4GBoYGwSVByVG0rzeURvrsgSkHBcnklP98y5XCUXMNtamGSpvvnP7ku06EF6TXPvx3Sr/J0/FJIJahyuZyC5aU1nBgaG9JkkDTlATNLU3rMFZNH0sDS1oLeCztLitE0fEqN6TarnaQYS1sLusxoK+lFZmZpSrdZ7SS9MI1MjOi3pKvkl+ywdX0kv8wH/dVD8ou54+SWkolGhaalJR+PnZONsFNicrjkc07TpACgxYiGaZ4cNOhbS3LzpAauhbLSdIi4rXpylKztRvnGJSXHlWtUklJpmKR5tCpPUQ9paiL5y+SmVmcx5z4NZDIZPed2wMzKTFJc/Z41kuzORVGsRhGqtRO3Dge1O2nLEQ0lxZhZmdF9trTnDkC7Cc0kx5RtWCJtEwKJzwNDI4P0VYV0/FeQTp7/x2BoJL2MPU9xaVlAmUwmyRYd1I0j/Zd1I1NOR0kxIzf3J7OUGLmc0VsHYudkIxwDMHh1L8lKBT3mdSBDFjtJMa1GNcY5TyZJMbW7euCYLQP2mWyFY0rXK4Z9JlvylBD/bfOWzImDsx2l6roLx2R0cSBTDkeqtxd/mRuZGJHTzZVG/WsLxwDkK52bVqMaSYrJWyInXWa0kRSTKYcjozb3l/RiDgkIY9aJcWTJIy2jGxYUwfwLkyX9tho453Ji0KqekuNAnV0dtr5Pmp4X2QpmpVq7ithklKb0AFCilhsVmojrUWtQsWkZySs2RiZGFK9VVLJqQ7HqRXCrWkjS8yBzLifsM9tJug8AMuV0ou1YaWTT0s6CrjPbSs6od5jUUliLHdT6482HNqB841KSxilevQitRkq7T3O5Z2fACmlycXZONozZPkjSNaxSwfD1fSVreP/rUCp/zScdwkgnz/8w5Ao5jtkySIoxtTChTvdqkjJz1g5WDFrVE5cC4g9HOycbJu0bISmza5PBipnHx1KgbF5hJzQzS1OmHR5NpeZleHPvnVCMwkDB2O2DqNauoiRt5N4LO1GpeRl83uq2RE+OBn1q4tG6vKTGz6JVClKna1VJmT/7zHY06lcbI2NDYbMOuVxO/V41Acjpnl14LM0Lr2QdcSKcv4xay7hO12rCMU6u6mu7zdhmwtercaKkXacprSSRxujwaDpNaZW0nyL46u1Pm9FNqNW5inCM50MvPNpUYOja3sJZqoT4BL59CWbBxSmSShqCvgZjZGLIgotTJBts+Lz1pU7XqrSf0FxSHIBMBtkLudBmbFPJsa4FsmJkbEiDPjUlxWXIYk/2Qi4UqphfEjE1szKjWI0iOLlmxDm3+MSzWPXCmJqbUFoieXavVhiFQk6FpuKkMU+JnADU6ymuhSyXy3HKnpGyDUtI0ki3tLEgQxZ7mg9vIBwDYGRsyPD1fYQnhbHRscRGxzJ8Q18y5RBPYHx550f32e2p3FLMyAjg7f33NOhdk35LuwrHvLrjSel6xZhxbKywbGV8XDwKQwVLb8wkc05pEpnpSEdy/PHk2clV2lKpXCGnRM2i5CzqKhxjbGpEjY6V6bWgkzBBMLUwocmguqx5tEA4xsTMmJYjGrL13QpkMjEzAYWBgiaD6rLp9VLsM9ni+dBLaKwaHSuz7tkiilUvLKRlDVCkcgFWPZhHiVpunNsupt+sdlCcTqk67tw58VBIgs7QyIAJu4dSuWU5woLChS2Amw+tn2QUIRqTp3iOpNILUfJsZGLEkNW9AJBLIM/txjdLIo72mcUy1iVquyW9uHK5uwrFGJsaUaK2GwAla4uT53yl1Vqnpeq6C2fuHRPJs3MuJ+GaT2Mz9TkwtzKj13zxEpao8Gj1pGrHIMytxZbHNeYyg1f3EnbSe5eoj12riwf9l4m/zJ/deIWdkw3zL0wmp5urcNzLW29xzp2JBRenSJpof/FUTxA7TWlFzU5VhOMANXsG2oxpItncRjNBb9CnliRr4xK11JljhUIuqda3TP1iSdlFzXeIoFwjdXmIY7YMZBNMKphZmiaVUVRuKV73rCHPOYpkE57cOWSxSzquNmPEJzGaiXfLEY2EnyMa5C+Th6ZD6glvHxYUgYWNORN2DxX+rb+8V2vSj9zUj4Ll8grFvLmvTqo07l+HXgs6CcXEx8Xz9OpL3KsVZt75ycIrIVcP3MK1YFaW356Vpv6TdKQD/kDyLFfIKVQhHz3mdmDDiyVC9WwymYyC5fIyYHk3dvqsocXwhkJWzDmKZKP/MnXMgBXdObrqtF5Ca5/Zju6z27HDexV9F3XhzJaLeg0ujEyMaDq4Hls8l9NjTgcCPwdxcv15vftXopYbax7Np++iLljYmLNt6h69MRmy2DPj6BhGbuqPpa0FpzZd0KtPLZfLaT+hOXPPTsI+sx2hgWHcPv5A71h5SuRk2c1ZSS/nWyfu641RGCgYvXVgUub05a23QoS7RM2itBrVJOn/Pwtknk3MjOk87fuSvih5rterehJpVhiI3UJOrhl/aJJzyCyWca3eriLffIOJiYolZ1GxzHOxGkWISDyWjC4Owlm+XO7ZiYuNx/9TIFUFayodXTOSkKAkPDiC6u0qCWW1jJMtN2crmFWYbGhWOozNjIUzpl8/qMmzgaEBvRd0wsFZP9kI9g9NciCr3a0abQXHenFDbYxk7WDF3DMThSfoL2+rV1Yy5XBk9qnxwoQo+epK52mtJdXOakw5osKjaTO6iXA20sDQIGnCFB4UIWyTDlC8RlFCA8MICQildD3x5r8y9UsQ7B9KWFA47lXFDDDkcjmFKuQnJiqWIL8Q4dKNIpULJElzZsqRUbgePU+xHERHxuD/KZDqHcSabjPlcEyyqnfJ5yxsFmRhqzYqCQsMp4kE9z4NKjYtI9y0qTGYcXC2o8UwsUy3xgTHyMSI/su6CV3PAT7fCPILAaBx/9q0GdNET4QaDy88AdRJkMVXp5PRRf9x3T35kJioWCxtLZh+bCzNBY/rX0V6w+Bvhz+GPFvaWjBsfR92f1nLosvTaDm8IbeO3ePUxgs64wpVyMcWz+Usvjqdhn1rkxCXwKx2S/RqVnae1prVD+fTqF9tLGzMWTN8i95spp2TDWO2DaTVyMZY2Jjj+chLr7U3qJcXGw+om/SgXjVss979MzY1IkcRl6QathtH7vJaoCRCYaAgIdkE4NByMWvqu6ceJunWXtpzQ0hX+e2D95zfcYWE+AQS4hO4d/qR3piE+ASW9F1LeHAEQX4hvLil26kxaf9OP+Ls1kt8/eCPr5cfgZ+D9MZER8awoNtKFAYKTm48L6yDfWDJcZ5ces6Dc0+SHCX1wdfLj/ldVwAwrv4sIsOihOLmdV2J50MvTm08z94Fh4ViXtx4zfyuKwHomn+w0AqGkYkRI6pN4fNbX478dYqj/9feeUdFfW1/+2HoHUERO/aWKBoVe48tsSWWGDW2aOwx9hJj7L232Av2bjQqVuy9i4ICIoggTXpneP8Yh2vuzc85h/tG8OY8a81ayTibc2a+bZ999t6f1SeFxnp08QnrxnqQlpLO+FYzhBY6xsYaFvRbRUpSKrvmHjKoxqkn2DeEC/uuEfkyivXjtgnZvH4RwYMLj9FqtWyYuIPIkGghO//7LwgNeE3go2B2zDogZPPk2lNSk9NITkxh24x9wgqPT649JSZCp9a3asSmbMfdEKH+rwnxCyM2Mo7DK47jc8NPyA4gNOA1+xYfJSM9k9k9lgn38LW0tWBEvZ+JDInmwJKjnNt5WXjMNaO3cvX3W9z3eszSgWuE7VYO38jtk/e5efweq0ZsErIxMTNhqPsEYiPi8Ji6h3M7LwnZ+d9/wbTOCwEYVH0sqUli/X9/G7WFm8fvcvfMQ9aM2ipkkxibxNjPpwEwp+cyQgPElBfP7brEme0XCXjwgvXjtwvZZKRnsnasBwBrRm8hIlhMzyDwURC3T94n6EmI8HUQGvCax28XkuvHbxM+n/3uPCc8KBL/e4HsnH1QyObeOW/SUtLQarVs+WWXkE5DSlJq9rMoKiRaSgVXodDz0TjP8W8SSIhJyo6i3Th+l3VjDT9AQwPCSYrTOSqZGZnM+GZx9oPqfYQ8CyXtrbN47ehtjq45ZdAmPTVDl26h1aLValk8YE12ZOF9mJgak7+IIwkxiVw9cou7Zx4atNFqs/js86pEvIwi/k2CUNQZdJHIGi3d8Np9hRvH7gilN2i1WjqPbk9MeCwHlx3jtMd5obEKl3ah3eCWrB65mZ1zDgqLrfSY3InE2CSG1hrPzeOGI9ygU3ls0785u+cdYnyL6cIKhc16NCA2Io7FA9bgufH9CzE9RkZG1GjlxtUjt1gzWuxBCbr2bEnxydw8fjf74WKI9NR0nArnIzIkmifXxXK/YyLislOFkuOTheS201LSCHkWSmxkHHb57UgRdBpuHL+L700/HF0csHW0Efrdg3xC8Nx0Du+3W66irBi6gT3zD1O2eimKC8oLP38YxM9fzub60Tt89aP4dvX2GfuY2GYWpd1chQumYiLimNNjKbvnHqLH5M7CnWX87gYyu/tSTm+7QP95PYXTvJLik5nYeia/r/Kk4/A2UoVTu+Yc4veVJ8jnbE/5mqWF7eKjEwh48ILXgeG4lHSWEieKeBlFZmYmxiYaoXuwntjIuLfKoxnCIlZpKWkkxSVhpNGlv4kumiKCI0lJ1J37JqbGwovcZ3cCeBMeS76CDqSliAl1+N19zqOLPqSlplOsQhHhBczhFSd4cOExleqUE87Jv+V5j70Lfuf5wyDqtBPvdrKg7yp2zT1E1caVhbvJPH8YxMQ2M7l65BadRopHdXfNOciEVjMoU70U9TuKXXN+d56zasQmjq0/Q7/Z3bPT4gxx6eB1ZnZbjLWDlXThcq6gIs95jo/CeS5QzIk5npPpMLQV3pd9ePH4JTO7LTF4s6nTrgZr7y8AwPuyD+vHb8P7ss97bUxMTRi2oh+jNw5mx8z9+N8PZFH/3wzO0aWkM0suz8CpiCOTvpjN4RUn8L1pOBLU9Nv6/Lx7JPsXH2XZkPWsHeNh0EZjrGHSzhGUqurK+BbTmd97pVDUuVCpgkzZP5pzOy8xs9tiVo/cYtAGdAV1ddvXYFa3JWz6eaeQ42dkZMTIdQN5eiuA31d6suWX3UJjFSnjQttBLdj0807CgyKFo2ltB7UgNTkNz01eUsWCn3/XmLM7LqLN1Ao7jKWqlsDRxYGbJ+4JjwO6gj//e4HS0uP5izgKRdLfRWOsk9KVHSsuKgH7/LZSNi+8XwLyPa/vnn2IW5NPhD+fnpaB700/QvzCaNJNLL86MTaJ5IQU9i85Ss1WbsLdBh5ffcrLp68443GBXlO7Cjsplw7eYN/CI6QmpQq37EpLSePO6Qds+nknRcq4SBU3vvIP4/CKE9jks5HuMxwa8JqgJy+lUij0hAVGSNebAGRmaDExle/wYfLWeZZFdx3IXQN659fUQswR0/MmLIZ8BeU6kGi1WkKehlKsglyXFu/LPtg52Ur367529JZUv+yUpFTue3nz+kUEn38n1jc+ISaRxNgk9i06Qo2Wbrh+IpZT/+DCY4J8Qji11Yve07sJpRJptVr+WHuajRN3YGFtzreTxK65M9sv4rX7CqtHbKLb+I6Ulew4pVB8FM7z0iszsc9vy5Ca41kzxoNf2s99b56umYUZw1b0Y9qhcZzZcZGh7hNYM8bDYAqFU6F8LDj3K0261Wdy2zlsn7GfyW3nGJTDrlCrDMuuziI+OoEf607iluc9NkwwvJ3W+vtmjNs6DI9pe9kwYTvndl7i5dP3y4obGRkxesNg3Jp8woRWMwjyCeHqkVsGx7Kys2LGkfEEPQlhyQ+6LVNDYwGUrurKwEW92ThpJ0+uPxPusPHlwM8pX6sMi/qvlnLg+s3uTsCDIM7uENtmhbd9nYe34fCK48JRH9DlZLtWLsbJLV7CNqDrVRsa8Fro93uXstVK4nfvuZSNqbkpdk62wlufeoxNjHMkjRsXFYedo5zzHP8mgajQN5SQdp4fUaiks3R/5HO7Lgk7z3rue3njfz9QOkfUY/peilUoTKMudYRtUpPT2DhxB+0GtxLOYwUID4rk4LJj9JraVaoNWWxkHJ6bz9F5dHvpHrbXj92RbuUGujSkgjlynjOF6wTexcTUmIwcSDZrNEZkyTrPbyWezSzEiyFB1zlF1nkGCPYJoVh5sZ0UPUFPQkiISaSSYEGenqtHbuNauZjUNZeVlcWpref5/LvGUufXg/OPeXo7gE6SPcE9pu6lUOmCNJNo+xcfncCGCdvpPLqdUEcW/b3Rc7MXN47d5cfV/aXm+MHRZn2Yl0IY+RBALnB4xXEOLfIUSoEAXUP4eh3dmdxuDteO3gYQyqus/nkVLG0sGFprAq/eVrJHvIwyaNf02wY88PJmXu+V2c5bavL7nTiNRkOTb+qzdowH+xcbzovWY5/fltJurkz6cjZ+d8UdsaLlCpGSlMavX80nXeIhVKJyUW4cu8u+hUeEbUBXmLht2l6CfcUdTBNTEzTGGtaO2SrlcDu6OBBw/wW/r/SUmqOljQVntl8UKh59l/joBI6tPy1lA+B377lQSs67mFuacXbHJaloOugKcGTyUfU8vPhEumUawMktXsQYWGT+O353nnPpwHXpnqvndlyiRMWiWNlaCm+rA+yZf1haGCTseTgHlh4T7u6h58z2izTsVAfn4vmljt3O2QepUKss+Ys6SS3O9i86iourMzb5rImPNpymo+fSges4FLDXRWglFluPr/hiYS3XZxjA96Yf0aFyuygADy4+yZHd5UM3hIqH3yX+TSJnd1zKdqJFef4wiFuehus6/p0bx+/gICmUk5WVxR/rTgunwunxveHHpQPXpc/nk1u8KF3VFRsHa6E0MD275x7ETbDIU094UCT7Fx3Byk6s/ZyeExvPUadtTQqVdBbutgSw+Ic1jNk2SGoshcIoS3Zf9wMSFxeHvb09jWmPiZFcFMDU3DS7wE3KzsxEyrkE3dZgljZLeotc9oGVbafRCOfHvYuRkZH0HBUKhUKh+F8mIysdLw4TGxuLnZ2cWNbfid4HapavFyYauTQiWTK0aZx5syXP/QZ5lY8i8pwTcuI4A9KOM5AjB/i/ssuhEpBynBUKhUKhUCj+Oz6KnGeF4n8JGdlnPTkpspIRsPhvxsnJ91F8vPw3xzsncuCg2zXLiW1OroGc2uVkfjIqsop/MFkfIN9ZBdekUFeuIs+TkweMqNqUHiMjIylVONA5ETJKaaD7Lq36NZW26fhjGzkbjUZY1OBdOo2SK+4BaDOgubSNXv1NBtnjA0jJQOv5WByanDqGwJ8Ee2RpM6C5dGGink6j2ubI+S5Xo7SwQuS7NO1WL0c5/F3GtJO2+eqnL6V/l0ad6wgLsegpU60kpaqUkLKxsDKnSsNKUjaAtPokgEMB+WvOWEKpVaHIC3wcTwnF30pOHoROhcQU8t6lZis36bFaf98MZ0E1LD0dhrWmTDUxNT497Ye2EpaS1dOmfzPpB1LjrnWlJWFrtnKjfkd3KZvytcrQqq+ck+5S0pmvf2orFUGzsLagz4xuWNnKFfcMWtwbOye5rh6DFvUWlg3X893ULtLOU7PuDaTb7pmamdCyTxMpG4DiFYvySf0K0nYA/ef2yNFOAcCwFf2kf389tVpXo8HXcuejnqbfNuDThhWl7ep1qJmjriD1OrhnS9WL4lq5GO0Gt5J28pt0rYdbU/HWi6BrXynbZ9ipcD76zvxWysbU3JQfV/eXjo4PWdpX2hnuOr6jUMeLd6nXsZZ0Ma+jiwNVGskvCESl2vMUqs9znkM5z3kUW0cxgYV3qdbsU+mbY/MeDfm0gdzDrPX3zWj9fTM5m35N+erHL6Tyrht1qcsP87/LllgWoVrTTxi4sJewKALobqb95/aQypO3dbShz4xuWEh0itBoNHSf9LV0i6823zenTDVXKUepTtvPKFSqoNSDoqJ7WRwK2FFHIirs4loAO0cbaQfAuXh++s2WcwAsbSwYvXGI1AJMm6ll6qGxUq3f3oTFMMfzZ6k+xulpGbQb3Iovf/hc2AZ0vZanHhqXo6hgwRIFGLVhUI4Wv3ZOtoz4bYC0HegWWd1/7iQ9roOzPa6Vi0m3GQSo274WNSWdYAtrCz5rUYVarapJ2dVo5YajiwOV6orJxoPu3HT9tDgte8stoIpXKELbgS2kzs98BR1w/6K61H3b1NyE4hWL0lkyom5lZ8nojUOkbFKTUpl2eJxUR4+IoEhmHZso3IcdIDoshrGbh0oHIzoMbyMdWFAo/p1/pPOsMdZI3axAd3OUjRDZ57ej55TOUo5wvoIOjFw3UOqGYJ/fjgnbfqTFd42FCx6tbC0Zt2UY/ef1xPuKr5CNsYkxQ5b1ZeTagdwQVP4D6Dy6HSPXDRIeB6BWm+qM9xhGkE+IsMNdqFRBft4zCmMTY+G+yKZmJkzY9iNmFmakp4oXi/ad2Q07J1ssrcWd5wadalO8YlFcXAsI2zgVyof7F9UxszCT2kKt/aUunaR2W/G0kvK1dJGfNv3EF0YF336XTiPbCrecM7MwQ6PR0KpvUyrUEo82pSanUbOVm5SjHhkSTdnqpRi9cbCwTaB3ME6FHZl7arJUpPvpbX9+XD2AtoNaCNukp6YT6h/GjD8mSKclBD99RfMeDek/r4eUHUBaajoNvq5Ni16NpW1dSjpTqkoJ6ZQl/fdr8HVtqYVg0XKFKVGpKEXLFaZwafG+2TVbuWFmYUa15p9KjVejhRsA9b8Sj65XqFUGY2MN9b9yl3Iai1csip2TLS0khHH05+T3c8SPu8nboEr3SV9L9R5PTUrD/Yvq0tdc8QpFmLhjhHD0/sWTEOycbJnj+TMFS4jfHwPuv2Dq4XFS5+Ld0w8YtX4QfWd9m+P0ow+OVvthXgphPlrn2amwI51GtcX9C/GtPOfi+ek1rSu/HhhDRrpYz+j8RRz5fm4PPAJWkhwvJhBi62hD35nd8AhYiUajEeq7ampuStdxHdj8dBmV61Xg/J6rQmM179GQDY8X0/Tb+uxfItYvulyN0qy6PY/mPRtyZvsFof7Zto42zD4+iQ5DWxPxMopnAoqGAH1nfcuAeT0BnYKUCFUaVuKXvaMwMTUh8JFYD2YrW0umHR6HnaMNaSlpwr1ue03/JjuXVlRgpWz1UrTpr8vzFXUYjYyM6P6zTv3KzslWOM2hRe/G2fmA5QUdzYIlCmQ72rUl1OMqvN02/axFVeGoq/5zdk62wk6jvj+wRqNh2IrvhR+waSm6nYH+c3sIq5ZFvd2BaNSlLj0mdxKyiQyJJiEmkcKlXZjjOVlYZtv3rRrm8JX9aTe4pZAN6HofW1pbMOPoBKpJbPu/fNtDvfOodnQaKZerrl8oDl7aRyrC7lDALnvBKPp76tE7z3aONtRoKR4cqNfhXzshNVu7SdjpJJ6t7ayEo8gWVubZaSUyqVIV6+j+vrmlGU2+qSdkY2pumi1W8vVPXwpfB/neOs+V6pQTrh3Q58ebWZgxbKW4IEhKou6ZN2BeT/Fr7m3golbravSb013IJikuifDgSAoUdWLuycnCNSveV30xMzdlyr7RNOpSV8jm9qkHZGZk0m18RybtHIGZpJKkQgEfmfNsbW9Fq75NmXd6CjuCVlO9WRVuHHt/BFRjrKFu+5rMPDoBj4CVdBndjvXjtxuUei1d1ZVxW4bhEbCSrmPac2LjWfzvB77XxsbBml7TuuIRsJJuE74iMTaJ3fMOG/xeDb6uzYbHS/h+dnesbC3xmLrHYDu6/EUcmXVsEuO2DsM+vx0Pzj8WEk35YkBzll6ekR198Nx0zqCNnZMtM49OoFozXbP7q0duCUWDW/VtSuu3Ucz0tAx8rhuW2rZzsqXTyLaYW+puaM8Fneem39ZHo9FFEUSlrAsUy0+BIv/KhxWNPNds7caLxy9JT8sQdp4r1i5LyFNd4/7YyLjsiO37MDIyokSlYoQHRRIa8Fo4j7tGy6o8ufaUzEydPLdIbquxiTH2BexISUrlwYXHwk5KQdcCxEbG8eZ1DEXKFhIq/LGwNs/eIYl69YbK9cRyzfWiFVGhMTTsVFvI5l2Ro0p1ylO0nJic8QvvYAAcnO346qcvhGx8b/7r/G4/tDWV64ntVOkl6C2szPnu1644FxfL8X9XRKVeB3epPO30twvFqJBoGnYW+y0BCro6ExsZB0BoQDjlJGSNi5UvTHRYDP73AvlUIk2ltFvJbEXPcp+VFrIxMTXBqXA+4t8k4Hf3uXBubJVGlfB/ex995S9+zZWu4srrFxG6OdYQm2ORsoV4ExYDQOCjYOHrwLGgA0nxyYT4hQmfY6ZmJmS+bY2aHJ8sfNxSknTnSXRYjLDKZtQ7KXNlJYobgx6/BMAmnzWdRrUVigo/frubaWxizHdTOgsVwibGJvH4qk40rf5X7oz4bUDeL1hUOc95jo/GeS5SxoXl12Yzav0gqjX9hKhXb5j73XKDTlzjrnUZtX4QtdpUR6PRsH78doKevHyvjbmlGY2/qUfzng0xMTUhNOA1HlP3GpyjTT5rytcog7Wdbttuw8Tt2Sv39xEeFInd29SO54+CuLD3mkGbqFdvuH/eO/v/RaPOJzd7Zav++dzw48Xj9/8WAHFR8eyaewiA5MQUrhy6ITxW5MsoQp6F4nvDTyiyGxcVz4lNZ8nM1HL75H0CBdX/jq45RXpqBl67r/DwwhMhm4jgSLz2XCYzI5MZ3ywWVs7aMfMAGWkZ7F98lEMrjgvZPL76lJNbvcjMyOT7T0aS8CbRoE1WVhZzei4jPjqBE5vOsmnSTqGxPDd5sWfB72SmZzCy0S8kxRlW4TM2MWbQZ+OICI7i2tHbHFl9Umisk1vOs3aMB2YWZiwesEZoF0ObqWVUo1+IDovhzpkHPLwodrweXHzMtun7sLAyY9v0fUI2kSHRHF17ioSYRG4cvyOs2vf8URDXjt7G2MSYPQILYIAXj18SHhTJK/8wHl16gvdlHyE73xt+BHoHk5KUytmdFwkPihSye+n7ivte3rx5HcPtU/cJfOvwi3D1yK3se8ae+b8L2715HcOAKqMAOL7+NE8Fd6AAJreby/MHL3hw8THrx20TtpvTcxkBD17w8OITlvywRshGm6llTLOpJLxJ5MSms+yec0jI7u7ZRywZuBaA+b1XEPDghZDd4h/WcO3obUIDwlnU/zchm7jIOPp/OhKtVssfa08JXwcHlv7B7rmH0GZqWTfWQ8gmLSWd0U2mZF8HosftyTVf3TVnbcG2aeLXnOemc0SFvuHeuUfCv2Hg45dc/f0WZhZm7J57SChA8/SWP2/CY4kMieb2qQc8uyP2vW6euEtsZByZGZlsn7FPWL1YodDz0TjPRhoNqUmpAGRmZDLzm8XZEZD3Yetog5WdJVqtljunH3BouWFnx9zKnE/rV8iWPl0ycK1BuW2AUlVKULVJZYJ8QvC96ceZbRcN2piYmtBjcifSUtN5cv0Z26btFRJBKVW1BN0nfc3vq07w5NpTrh25bdAGoP+8nuQv4sj0ros4ucVw1Bn+VVx0aMVxVv+0mfteYukXrfo1pXjFIoxvNYP1E7YL2QD0/KUzZ7df5NevF+B7S+xmWKlOOUq7ubJj1n6WDBR7wAI07FSHe2cfcX7PFR5dEnN2bBysKe3myn0vb64cvik8lmvlYoQ8CyUmPFZI9l2Pg7MdsRFxQuc7QEZ6xp+iNoZ2WUCXspKSmEJMeCz2EtX1gY+CCPQOxtreivxFHIVsIkOieXL9Gfe9vKnaSDzPd9/CIxxbd5p8BR2EC+zCnoezfPB6PDefo93gVsI5jh5T9zLr2yUAwikY2kwtE1rPZN24bbTs01S4+CnY9xXTOy9k/+Kj9JzSRXg3IyYijqmdFrB/yR90GNZaqo5j97zDnPa4QPGKRaWKSsODIokOiyE04DUlJDuSpCSmkJyYioW1hVThsDZTi8ZYQ2ZGpnBNh/4eamxijDZTK2yXnpqendJnbGosLGSVEJNIXFS8VH1LdFgMCTGJRL6MplDpgsJ23ld88b3pR7HyhYXTv3QLOh/unX1E9ebiKTN75v/O0d9OYudkI5xS9OZ1LIt/WMPx9Wf4YsDnwq0f984/zIxvFpMUn8xXI8R2e1KT05jUZhbrx2+j7aAWwjtLV4/cZnSTX/G/F8iINT8I2eQmWVrtB3kpxPkonOfG39Rl1a25JMUns3/JUTZM3GGw+MzMwowxm4YwaFFv1o7xwHPTOeb3WWnwpl2kjAvLrszE1smWQZ+NZfe8Q9w5/cDgHJt+W59f9o7i4LJjTGozi9U/bTY4lkajYbzHMCrXK8+EljNYNngdF/dfNzhW/iKOzDgygbtnHrJy+CZ+6TBPyOFu2Kk2HYe3YV6vFVzYe5Xj688atAEYurwfSfEpbBi/nePrzwg5YzYO1vSd2Y09C34n7Hm4cBSubvualKxSgu0z95OSmEJSXJKQXdtBLXl48QnPHwYJPyhNzU2p064G5/eJ5Zfr+bRBRbK0WcLfSU+JSsUI9DYc6f937AvYERMu5ji/S0524WIj4nCQ7I0c9CQEQLq9232vR1RpVEmqaCfiZRTel31o1FUsvzEzIxOtVsuRVZ4UK184O/XIENFhMSQnpLB/yVE6jWqHhWBhaNCTl1w6cB3fG370myXWTSQrK4sgnxD2zDuMkZERnUeLd0SIj07gyOqTmJia0Lq/XAccv7vPCQ14TcPOYtvx7/Li8Utp5xkgJSFFulgb/uUEy6Ix1kjbZb69v8lu5cdHJ2DnJN8l6ZV/GIVKiTvPQHbkuEx1uZact0/dp3rzT6Xa8EWFvuHB+cc07iqWy52VlUVmRiZ/rD2FU+F81P5SrO4iOiyGtJQ09sw/TMdhbYQLL5/dCeDsjkv43wvMrq8xhH7Rv6j/b3xSvwLNezYUslMo9HwUzvPwVQPYu/B3xjSbyt75v7Nv4ZH3ft65eH4WX5xOzdbVGPv5NA4uO8aqHzcZbF9WuW55ll6ZSdSrN4yo9zOhAa/ZMGGHwfm1/r4Z47YOw2PaXtaP20ZYYLhB597IyIiR6wZSs3U1JrWZhf/9QPzuPjfocFvaWDDjyATevI5hdo9laLVaYsJjDc6xaLnCjNowmN3zDnHtqC5KLeIEN+xUm0Zd6rCg70pS3kb+RfhuahdSk9OEt0v16KPOIc9ChW0cCtjRsHMdjqz2lBqrRsuqWFiZc/mgWBqKniqNK/P0lj/JCWIFpHpKVCpqMGXo37FxsMbE1ISYCHnnOSfERMZJRZ5BF1EMfR5Occn+qffOeWPnZCst+HB+71UafOUuJWYS4hfGjeN3pQr5AA4tP4GxiYYvB8q1oFs3zoO67WsK56QCJMUns236XjqNaivV5SMpLonDK0/QeVQ76VaVF/ZdpcHX4jnPel48DqaERFsxPSlJKcKR9XcxNtZk5+xK2ZloyMyQdJ7fft7EVN55zkmL0dDn4RQqKec8x0cnEPpcLuccdMVydk620k631+7L1P/KXer8igyJ5srhm7QbLNfG8o81p0hLSaPjcHFhqKysLFaP3EKddjWkim4DvYPZNfcQvad/IzVHhSJnHfY/MJPbzcH3sj+gWwUbQmOsIS4yjl87zsveHhdx/Mwszbj+xx2W/LAmO3opsr1oZmHK2jEe7F8slnesJykhmcnt5vDk+jNhGyONBv/7gWyctFMon1pPllbL2Z2X2CiYN6snNjKejZN2Cqc06PG/F8i9s4+kHG5TMxMuH77BuZ2XpcYy0mg4uPQPoaj9u7wOjGD9+G3ERcVL2d098zC7UEWGo2tO8uyO4aLOd9Fmalk3zkNqMQHw/GEQmyfLHWuAC3uv5sgB2D5jH8E+IVI2Ic9C2TJld3Z6lCgX9l7Fys4SMwszqWtg99xDFK9YRGqspLgk1ozeSrTAfeddHl3ywWPaXuGdEz1/rDlN4dIu0i20Di79A42xBhMzE+GdF4BTW88TEx6LRqMR2r3Sc/nQTelzEuDi/uvYOIi3ctNzbMMZ4iWvU4DtM/b/qZBThLioeNaP3ya92+N704/tM/ZL2QCc23kJ+/zygjXbp+8lxC9MyiY04DWbJu8Uqrl4l4v7r+NU2BFTc1Op82vvwiOUrylWQKknNTmNtWM8SJS8drwv+7Dl193ES363HTMPYGKVx+OIWVnA31zQpwoGpTDKkkk++8DExcVhb29PY9pjYpRzKVqFQqFQKBSKvyIjKx0vDhMbG4udnby8+N+F3gdqatkVE6O/t6VeRlYaZ5N357nfIK/yUUSeFQqFQqFQKP6RaLPASEWe8xJ5fK9Cocjb5KQ/aE5yPkWFOv5kk4P0Cxl1ND36ntwyyBQsKfIWsnnV75KT8xh010xOxrW2t5LKjdeTk2snJzamZiY5EunIiY265hSK/3+oq0nxwZCRyNUj2v7sXSrVKSedM1qlYSVhcQo9n9SvQMXaZaVsytcsQ6024qqYoJPwbdajgZRN/iKOtB8iV6hjYW3BN+M7StkAfDvpa2kbGblfPbJy0ICwKtq7iIjK/BU5ce7+G3GGnDqiToUdKV5BLvf7XbqO75Bj294zclaYVbOVm5Swip56HWpJScDr6SvYKeVdmvdsKP27Fq9UlCbfiHWO0aPRaOg2Qf467TC8tbRNTjqxlKlWUnrBYutok6Pr579ZyH1UZGVBlvZvfqnIswzKef4fIifOaYGiTtnSraIULu0irKKlp0gZF9oOFpNv1uNcPD/fz+khZWOf346f1g6U6iNrbmnGyPWDpCIzRkZG/LCgF/aSbd26jG5HsfJivUj1tOjViMp1xbs2gM7Z0MsTi1Kmmiut+jaVeiA5ONvz9U9fkq+gg9RY3SZ0FO6DrKfTT22pVEdMZllPyz5NhFtl6alQq0yOnPv+83tKP8zzFbSnyxjx1nTvMnxVf+EWeu+izdQyMYeyxBqNhm7jO1KkbCFpWzsnW7784XMKljCsrvnv1GlXE/cv5BadoFOQq9HSTcrG0cWBNt83k164V2lYmabd5Ra5paqUoP1QOac2X0HdNSd772k7sAWV64qpGOqp0aIqrfs1lbIpXrEIfWd2k7IxMzdlzKYh0kGPfnO6S5/H9b9yz/HCU6HQo5xnCXKy7aWXwZahSsNKws3e9VRvXoUOw+Qe+FUbV2bUhsGkp6YL25SvWYYll6bzOjBC2KZwaRfmn/2V6NAYYRsbB2tmHZtEarJ4tw6NRsOEbcMxl+wj23v6N7rjJHHfbty1LhVqlZHq61qkjAv1v3aXOrYajYZm3RsKS/fqqdW6OmWqlZRyVMrXLINDATvqf+UubOPiWgBzSzNpB9Amnw1Dl/WVsslIz2C8x3CptJeY8FjGbxsutWAJ8glh8JI+NOoiFxHM5+zAL/tGS7fz+vqntjlyoK3trfhl7yjpRXNSXBKlq7ryw8LvpMe0y2+LmYUZvafJR5Ar1SmHRqPh8+8aSdkZmxjj/kV13CV3bCxtLPisRVVqtBAXBQGy1WhrtxXf6TAyMqJKw4o07VZfaqxSVV0pW72UlFPrXDw/ljYWdJY8Z6zsrBi6vJ/UcywzI5OBi3pL3UfiohLoOraD1OI9KvQNddrXpN9suYi/bT4bfj0wRioAlJ6azqIL03K0q5lbZGmzPshLIc5H7TzbOdlKXwD5izjSsk8TKZsCxfIzbOX3uH4iLgrgVNiRMRuH0FziQWHraMOoDYMYtvJ74TZQpuamDFzUi7knJ3Pj+D3hsTqN/JK5p37hwQVvwx9+S6021Zl/dgpRr94Iq90VKlWQ+WenUKCoE88EJWFNzUyYsn80JSoVJTTgtfD8vp30FZ+1qEqCoMw2QEX3snT8UadmJRr1MDU3zd7Wldni7zSqLRqNRsqRq/55FfIXcaRAUSfhtBITUxOqNdeJgdRtX1N4rHKf6XYT2vRvLmzj/Pah+uXAFjgI9oc2MTXB1MyEas0+pWEn8R7D6akZFCpVkMFL+wjbRIe+wdrOiqmHxmFlJ5bPHf4ikoy0DMZtHSYsqgLw7I4/tb/8jEm7fpJKx3h6y5/+c3tKiaMABPuGULOVG6M3DpaK2KUmp5GZqaXdoJZSCyUgu/904651KVNNrlewvud1i16Npeb7Sf0K2OazoUjZQlIRb/cvqmNmbkq5mmWkIo3uX+h2KupIOM8lKhXFzsmWQqUKSu2OlH7b41wm+lzg7X2g3eCWwtccgKWtBWWqlaT19+KRZG2mFitbS6lzLO7ts2HM5iFSxyvU/zVdx3aQ6sXud/c5NVu5MUVi0frwog/FKhRh6eWZ/1X6kuKfzUfpPH/aoCLjPYYz+/gkYiPFen+WrurKuC3D2Oq/klB/MYesQFEnhq/qz5Zny7GwNCfgwQuDNhZW5vSc0plNvkup26Em+xeJ9X5u1r0BGx4voVWfpuxffFQo7aDkp8VZeXMOX4/4Eu/LPkICHBbWFkza+RM/LOiFsbGGi/uuCc2vdb+mTDs0FktrC+6ceShk41LSmQVnf8W5WH4SYhJ55S/Wk3TkukG4NdE1un8leKyqNfuUnlM6Awj3MDU1M2HUhsEYS+bndRzeGhdXZwDsBLdOHZztadGrMQBFJZznFu8svkQFNyrVLYf1W0dRJvpTroZOcMGtySfC0XEXV53zbGFlTidB5+/dyPEPC3sJK87pd0ha9WlK/Y5i3+tNWAwAxcoXZsK24UJRN61WS8izMEzNTPj1wBhhIQp9D+96HWoxcccIYQf66W1dD/sB83rSaVRbIRsg+3pv1r0Bgxb3FrYDsvtPj1o/SCqq6FgoX/Z/950pFyXUR1cLlSrIJ/XF05DezXWXSd1o8JVuYWZsrMleTBrC1NyUzz6vAoBb00+EdzmqNPpXPnYzidSNUlV1znODr91xeue3fR/6RbSltQVdxrYXstFoNFi+TfHpM6Ob8GJCLxjj1uQT4VQm/TPZ2s6KKftGC1/f+p7Vg5f2FV64PLujC8i4f1GdyXvEdmGS4pJ4djsgW0wtJznxH5y/Pd/57SsH3Lx5kzZt2uDg4IC1tTW1a9dmz549Un8jNTWVadOmUbZsWSwsLChcuDADBgwgPDw8R3P6EHw0zrNtPhs6/tiG9Y8Ws+j8NBp2rsOi/r8ZTDmo2cqNuScn89vd+TTv2ZBTW714cOHxe20cnO0ZtvJ7tvitoO3AFqSnprNh4naDc6zbviabny7juyldsLS2YN+iIyTEvN+RMzU3ZfLukYz3GE4+Z3uiw2I4s+2CwbEqupdljudkSr4tiDq2/oxBG41GQ6+pXXD/UvcAev4wiGDfVwbtXCsXo3mPRtnOwF0BuXKABl/Xxkiji1Y8veUvZFOiUtE/yemKLnSKlivEK78wMjO1xEeLRZ5dPynOnTO675IYlyQUWTEyMiI9LYOQZ6GEBYYLV9iXrlqCk1u80Gq1vPAOFlKQMzUzIfxlFFGvorl75iFFyoqlAJWoVJRLB2+QGJtEkE+IUMTV2t6K14ERpCSlcnKLl/AuS/6iTjx/GMTrFxHER8ULOYwWNhbZYkdXDt+k5KdiRX3pqemkpaQR7PuKfIIKfO+KKkWHvRFWQdQLviTFJVOlcWWhc8Pv7r8EcOycbKjSsKLQWO9eG+VrlBGWatbLooPu+MmkAyXHp5CZkYnvTX+pCLKji0P2PePeuYfCSogmpiYkxSXzJjyWC/uuUbi0uKKesYkxzx8G8fDiE6ndjZjIOMKDI7nleU/4Ny1TrSTndl0C4LTHeeHajgLF8vPgwmNePn1FSlKa0PniVNgR/3uBaLVaPDd7UdrNVWysok48fxREeFAksRFxwtfcm/BYMjO1XDp4Q/iay8zIJDkxheiwGIw0RkJjvRvQCvQOpqzg4jM0QOc8pySmULJKcaFIsv73A7DJZ42boLrgfa9HAFg7WNP6+2ZY2srXDijg3Llz1KtXj0uXLtGlSxcGDhxIWFgYXbt2ZeHChUJ/Q6vV0r59e6ZMmUL+/PkZMWIEderUYf369dSpU4eICPEU0Q/JR+M8OxVxpMV3jSnx9uG39dfd+N8PNGiXpc3KjnJEh8Wwbuw2gzZxkfHERydkX7w7Zx8g+m0E633cPnk/+8YRGxnHwaXHDNqkp6ZzeNWJbOnZQ8uPCSk4+dzw4/HVp6SlppMYm8SFvVcN2mi1Wk5vu4CJqQmRIdFc2G/YBnQ3wPCgSEL8wggPjuThxSdCdhf3XcPB2Z4Tm87iK+g8v3j8ksS4JIJ9X3Fg6R/C0epzOy/jXDw/Swet5caJu0I2z+4EEBcZT8izUEbU+5mk+GSDNllZWRxefgLHQvnYMmU3O2cdEBrr9qkHvHj8kojgKEY0mCykqpeelsH6cdvAyAivPVfYPl1MvezI6pNcO3KT9LQMlg1eJ6Ryl5KYyvhWM4h69Qa/e8+5dEBMrXH79P3snHMQu/y27Jn/O5kZmQZtUpNSGVJzPMG+r3jzOkZYYfPc7sssGbgW5+L5ObXV8AITdJHnlT9uJNj3FUlxyQQ+ChKy878fiMe0veRzceDywRtCO0Hx0QncPfuIO6cfYGxizN2zj4TGenY7gNunHhDxMoqIl5HCqUrBPiGc2HSW0OfhxEbG8fKp4YWwnq1T93Dkt5PYOdlw+ZC4PP2d0w+Y9MUsQHdOi9wXQeeE/dx2NpEvo3j+6AWem72Ex1w5fCORIdEEPHghrJCakZ7B8iHrSUlM5fbpB+yee0jI7sm1p+yYqbumDy49xn0vsbS2DRO2c+f0A1KT0lg31kPofImLjGNci+m8CYvh2W1/bhwXu2/tnHWA7TP2Y1/Ajr0Ljghdc1laLcPcJ+B3J4CEmESDASQ9N0/cY3rnhTi6OHBx3zWhsVISU1gzZiu3T95HozESfl4EPQlh1U+bsLaz4t7ZR0LPweSEFO6eecSN43cxszDlluc9obHunfPG+7IPWVotDy88ITleXKk0N8iLOc8ZGRn0798fjUbDhQsXWLt2LQsXLuT+/fuUK1eOiRMn8uKF4d36LVu24OnpSbdu3bhy5Qpz5sxh//79rFq1ioCAAH7++eec/mx/Kx+N81yn7WeUqlqCuOgEvC/7sGfe7wZtHJzt6TXtGxJikkiISWTljxsNRoIB3L+sTufR7bhx7A6hAa/Zv/gPgzYaYw1jNw+lQDEnjq0/ze55h4WcsaLlCjNl32jO7bjEaY8LHFl90qANQNdx7anVphpjm01lz4LDYvLjFmaM9xjO3TMPGddiOhf2iDnPVRtXpnnPhiwbvI5JX8wmNTlNyK7X1K689H3F4v5r2Dvf8PEC3Q5Dq75N2bfoCGtGbRWWbm7ctS7pqRmc2XYRz03nhGxAl9947Y/bBHoHExMeK2RTonJRLG0seHL1qVROduEyLrzyC0ObqRX+DUFXPJnwJkGqg0hmplaqXZT+oRjzOgZHF7HtY9AtEl94B2NpbUFBV7Ht/7ioeKJeRXP/vDdVG1UWHuvq77e4fPAGRkbi2/cxEXEcWn6co2tO0qJXY+HK/D3zf8dj6l6CfUKEt8YBpn49nzWjt/Jpg4rUal1NyCY6LIaZ3Raz9dc9tB/SigLFxHLbYyLiWDZoHXvmHeLLgS2k8u89N53jzLYLlK1eSqrrSWRINKEBr4mLThBOZwGyz92EN4k56nRgZISUfLgeUzMTMiTkpOFfc0Wy80NSfLJUBFPvHEa8jBY+5qA77s8fBmFuaUZhwYL05IQUXr+I4OHFJ1SRaPl35/QDbp96QFxUvFT9xL6FRzi+8Sx1O9QSPi9PbvHi4NJj3D37iM6jxa+5GV0X8dvIzZSpXko4h//RJR+md13MwWXH6D+vJ5Z2lsLjKXScPXsWf39/vv32W9zc3LLft7e3Z+LEiaSlpbFlyxaDf2fdunUAzJ49+087Nj/88AOlSpVi+/btJCcb9qU+NB+F8zx2yzB6/NKZxQPWsOnnnczttcLgjbR4hSIsuzoLcyszhtWewOqfNgtFZ5t+W58p+0ZzeMVxfm47h7m9VhhMDdFoNIzZOITPWlZlQquZbJy4k99XnjA4loOzPbOOTcT//gsWfr+apYPWCjn31ZtXoff0bqwYuh7vK77ZkRJD9Jv9LfkK2rOw3yqCnrwkyCfEoI2pmQnDV/Xn3M5L3Dn9QDhyV/LT4jTtXp8NE7ej1WqJFyzi++KH5qQkpXLa44LUw7JFr8ac232ZtBRxpzRfQQcq1CrD9aO3hW0AKtYuR1xUfHaOnihFSrsQ4idWCKrH1NwUc0szEmLEFhF6tJla6VxugDevY8nnbC9lE+z7isyMTFwrixfUAjzw8qZS3fJS3SmS4pO55Xmfhp3k+s+e2nIecytz4QLFjPQMsrKy2DXnIC16NcapsFhhcmJsEgEPXnB2xyX6zvxWuMgqPjqBk1u8CHsezne/dhayAZ0D5rnZi6TYJDr+2EbYDnS7VyHPQqVydPX43Qmg7Gdy7SoB4t8kYuNgLW1npNFADpoBGJsak5FuOFr6Ljn0nUmOT8HSVt4Ji3wZRYEiTlI2Ic9CSUtNF06/0PPg/GPKfVZKqmONNlPLtSO3pVtfXjl0g+T4ZOEe9fp0vb0LDlO3fQ3hYsOEmESCfV9xcosXfaZ/IxQ0SElMIepVNB5T95Kl1fLtxK+Exso18mDOs5eXFwAtWvxnC9qWLXVFn+fPn3/v30hJSeH69euUL1+eEiVK/OnfjIyM+Pzzz0lMTOTWrVtSc/sQ5OkO4/oIQJFKzgyrN46ntwMwMjIyGIErU82VXw+Oxe++P3O+W0ZSbDKvNht2Whp/U5dBK3qxdtKW7Mj2/UuGi+MGzOnJp80rMLrlr/jceCrwzXR5fGN3DCEyIoqfv5pJSloyCPh9joXyMXRNHw6uOsKR9Z5CYwF82rAizfs0YHaPpYSHiucQdRzWClNrY5b/tI6MLPGWdl0nteP6ydtcPiq2/Q9gYmZCs9712b3oAEnJYkV/AEXKulCkkgtLf1wrNccqzSsQ+jKMuxcekpElHp0qXrUwt87elRoLwNbFmisnbkrZ2dhZERcXR3RklJRdYnISCYkJ0nN8GRiCc/H8UnYZKen43H1KwbJOUna3z90jLSOVEtWK4XNN7LoBOLXzHIOW9MHYUkOqwI4LwJvoNxzbfIrGPetywsNwfcC/xvLiq9FtaDOkGZsm7hC2WzfZg5U3ZuPesRqX9gteAxmwasxGxnkMp9C8AgT7iKVhZKSks2XmbrqN78iO+ftJjhOP0hzZeIKm3Rqy/mexVAM996884tP6FaXPr/DQ1zgUsJe2S0xKIDE5UdouKSWJxMR4Kbu0jBTi4uJI16ZJ2UVHRZORlS49xxd+wRSvUETumktPx/vGE1zKyl2rdy7cJz4hnjK1SnD3jFhaEcCZvecZ7zEcCwcz4YLsjNR0jmzwpH6XWuxdclh4rKvHb/Lo+hPaDG7K6hGbhe02TtnO6ttzadC1Jme2XxKyiY9PZ+mPa+k3vxuMR+oa+JBkkJ6jxaP0GEBc3J87aZmbm2Nu/p9Fn8+e6dLtypb9T6EwFxcXbGxssj/zf+Hv749Wq/3Lv/Hu33727BkNGsgv8v9WsvIwwcHBWehOGfVSL/VSL/VSL/VSr7/tFRwcnNtuz59ITk7OcnFx+WDf38bG5j/emzJlyl/O7fPPP88Csp49e/aX/164cOEsOzu7936/y5cvZwFZ3bt3/8t/X7t2bRaQtWjRIqnf7UOQpyPPhQsXJjg4GFtbW2nlobxMXFwcxYoVIzg4GDs7OZUoxYdHHa+PB3WsPi7U8fq4+F89XllZWcTHx1O4sJw42d+NhYUFz58/Jy1NPB3xvyErK+s/fK2/ijor8njahkajoWhROQnfjwk7O7v/qRvQ/zrqeH08qGP1caGO18fF/+Lxsre3z+0p/CUWFhZYWOS9Vnr63ys29q8L7ePi4siX7/3F5yJ/493P5SU+ioJBhUKhUCgUCkXe4N185H8nLCyMhISE/zOXWU+pUqXQaDT/Z270+/KqcxvlPCsUCoVCoVAohGnUqBEAJ0/+Z3tdT0/PP33m/8LS0pJatWrh6+v7Hz2hs7KyOHXqFNbW1tSoIaY4+SFRznMuYG5uzpQpU1Qu0UeCOl4fD+pYfVyo4/VxoY6XQk+zZs0oVaoUO3bs4N69e9nvx8bGMmvWLMzMzPjuu++y3w8NDcXHx+c/UjQGDBgAwIQJE/7U7WTNmjUEBATQvXt3LC3zXh9uo6ysPNqbRaFQKBQKhUKRJzl37hwtW7bEwsKCb775BltbW/bv38+LFy9YsGABo0aNyv5s79692bJlC5s2baJ3797Z72u1Wtq0aYOnpye1a9emUaNG+Pn5ceDAAVxdXbl+/ToFCogJcH1IVORZoVAoFAqFQiFFkyZNuHTpEvXq1WP37t2sXr2aggULsmvXrj85zu9Do9Fw+PBhfv31VyIiIli8eDGXL1+mX79+XL16NU86zqAizwqFQqFQKBQKhTAq8qxQKBQKhUKhUAiinGeFQqFQKBQKhUIQ5TznEVJTU3Fzc8PIyOhPlauKvENgYCD9+vWjZMmSWFpaUrp0aaZMmfLB1J8Uhlm5ciWurq5YWFjg7u7OjRs3cntKir9g9uzZ1KxZE1tbW5ydnenQoQO+vr65PS2FAHPmzMHIyIgRI0bk9lQUilxDOc95hLFjx+Y5aVDFn/Hx8UGr1bJmzRq8vb1ZvHgxv/32GxMnTsztqSmA3bt3M3LkSKZMmcKdO3eoWrUqLVu2JDw8PLenpvg3zp8/z5AhQ7h27RqnTp0iPT2dFi1akJiYmNtTU7yHmzdvsmbNGqpUqZLbU1EochVVMJgHOH78OCNHjmT//v1UrlyZu3fv4ubmltvTUggwf/58Vq9eTUBAQG5P5R+Pu7s7NWvWZMWKFYCuBVKxYsUYNmwY48ePz+XZKd5HREQEzs7OnD9/noYNG+b2dBR/QUJCAtWrV2fVqlXMmDEDNzc3lixZktvTUihyBRV5zmVev35N//798fDwwMrKKreno5AkNjYWR0fH3J7GP560tDRu375N8+bNs9/TaDQ0b96cq1ev5uLMFCLohRPUtZR3GTJkCF988cWfrjGF4p+KSW5P4J9MVlYWvXv3ZuDAgdSoUYPAwMDcnpJCAj8/P5YvX86CBQtyeyr/eCIjI8nMzKRgwYJ/er9gwYL4+Pjk0qwUImi1WkaMGEG9evX45JNPcns6ir9g165d3Llzh5s3b+b2VBSKPIGKPP8NjB8/HiMjo/e+fHx8WL58OfHx8UyYMCG3p/yPRvR4vUtISAitWrWic+fO9O/fP5dmrlB8/AwZMoRHjx6xa9eu3J6K4i8IDg7mxx9/ZPv27VhYWOT2dBSKPIHKef4biIiIICoq6r2fKVWqFF26dOHIkSMYGRllv5+ZmYmxsTHdu3dny5Ytf/dUFYgfLzMzMwBevXpF48aNqV27Nps3b0ajUWvQ3CYtLQ0rKyv27dtHhw4dst/v1asXMTExHD58OPcmp/g/GTp0KIcPH+bChQuULFkyt6ej+AsOHTpEx44dMTY2zn4vMzMTIyMjNBoNqampf/o3heKfgHKec5GgoCDi4uKy///Vq1e0bNmSffv24e7uTtGiRXNxdoq/IiQkhCZNmvDZZ5+xbds29dDIQ7i7u1OrVi2WL18O6NIBihcvztChQ1XBYB4jKyuLYcOGcfDgQby8vChbtmxuT0nxfxAfH8+LFy/+9F6fPn2oUKEC48aNU6k2in8kKuc5FylevPif/t/GxgaA0qVLK8c5DxISEkLjxo0pUaIECxYsICIiIvvfXFxccnFmCoCRI0fSq1cvatSoQa1atViyZAmJiYn06dMnt6em+DeGDBnCjh07OHz4MLa2toSFhQFgb2+PpaVlLs9O8S62trb/4SBbW1vj5OSkHGfFPxblPCsUgpw6dQo/Pz/8/Pz+Y3GjNnByn65duxIREcEvv/xCWFgYbm5unDhx4j+KCBW5z+rVqwFo3Ljxn97ftGkTvXv3/vATUigUCglU2oZCoVAoFAqFQiGIqnRSKBQKhUKhUCgEUc6zQqFQKBQKhUIhiHKeFQqFQqFQKBQKQZTzrFAoFAqFQqFQCKKcZ4VCoVAoFAqFQhDlPCsUCoVCoVAoFIIo51mhUCgUCoVCoRBEOc8KhUKhUCgUCoUgynlWKBQKhUKhUCgEUc6zQqFQKBQKhUIhiHKeFQqFQqFQKBQKQZTzrFAoFAqFQqFQCPL/ADQLjsQvo88pAAAAAElFTkSuQmCC", - "text/plain": [ - "
" + "cell_type": "code", + "execution_count": 10, + "id": "c1e784da", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Electron density shape: (1600,)\n", + "Electron density is positive definite: True\n" + ] + }, + { + "data": { + "image/png": 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o4n6PqaioSPHx8Zbj9tVdT61du1Z//OMf9ec//1lpaWnas2eP7rnnHj3yyCN6+OGHffIcvtSoAq+5rN8stjmBFwAAgwm3dsW4uFjFxfsn8JrFx8fbBF5H2rVrp6ioqDq7I5SUlCgpKcnhYx5++GHdcccd+s1vfiNJuuiii1RRUaHJkyfrwQcfdOmcSUlJqqqq0vHjx22qvPZj7Hd2MJ/T2dwcCY9GFwAAAPhFdHS0Bg4caLMAraamRnl5eRo2bJjDx5w6dapOv3RUVJSk2t5hV845cOBANW3a1GbM7t27VVhYaBkzbNgwbdu2zWZnhzVr1ig+Pl59+/Z1+TU2qgovAAAA6srOzta4ceM0aNAgDRkyRIsWLVJFRYUmTJggSRo7dqw6d+6s+fPnS5Kuv/56LVy4UJdccomlpeHhhx/W9ddfbwm+DZ0zISFBEydOVHZ2ttq0aaP4+HhNnTpVw4YN09ChQyVJI0eOVN++fXXHHXfoySefVHFxsR566CFlZWW51Z5B4AUAAGjkxowZo9LSUs2ePVvFxcVKTU3V6tWrLQvECgsLbSq6Dz30kCIiIvTQQw/p4MGDat++va6//no99thjLp9Tkp5++mlFRkbqxhtvVGVlpTIzM/XnP//Z8vOoqCh98MEHuuuuuzRs2DC1aNFC48aN07x589x6fY1qH97y8nIlJCRo6bxcengBADCI02dOafLsMSorK2uwXzUUmPPI94WP+K2H90T5GXXv+nDYvCf+Rg8vAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQwjbwPv7444qIiNC0adOCPRUAAACEsLAMvBs3btRf/vIXXXzxxcGeCgAAAEJc2AXekydP6vbbb9eLL76o1q1bB3s6AAAACHFhF3izsrJ03XXXKSMjI9hTAQAAQBhoEuwJuOP111/X5s2btXHjRpfGV1ZWqrKy0nK/vLzcX1MDAABAiAqbCm9RUZHuuecevfrqq4qNjXXpMfPnz1dCQoLllpyc7OdZAgAAINSETeDdtGmTjhw5ogEDBqhJkyZq0qSJvvjiCz377LNq0qSJqqur6zxm1qxZKisrs9yKioqCMHMAAIDQt3jxYqWkpCg2NlZpaWkqKChwOnb48OGKiIioc7vuuussY95++22NHDlSbdu2VUREhLZs2VLnPEuXLtXw4cMVHx+viIgIHT9+vM6Yxx57TOnp6WrevLlatWrl0WsLm8B71VVXadu2bdqyZYvlNmjQIN1+++3asmWLoqKi6jwmJiZG8fHxNjcAAADYys3NVXZ2tnJycrR582b1799fmZmZOnLkiMPxb7/9tg4fPmy5bd++XVFRUbrpppssYyoqKnTZZZfpiSeecPq8p06d0qhRo/TAAw84HVNVVaWbbrpJd911l8evL2x6eOPi4nThhRfaHGvRooXatm1b5zgAAABct3DhQk2aNEkTJkyQJC1ZskQffvihli9frpkzZ9YZ36ZNG5v7r7/+upo3b24TeO+44w5J0r59+5w+r/l6CmvXrnU6Zu7cuZKkl19+2YVX4ljYVHgBAADgnvLycpub9WJ+s6qqKm3atMlmB6zIyEhlZGQoPz/fpedZtmyZbrnlFrVo0cJnc/elsKnwOlLfbwMAAAChbO/ZdmpR1cwv5644e1qS6izYz8nJ0Zw5c2yOHT16VNXV1UpMTLQ5npiYqF27djX4XAUFBdq+fbuWLVvm3aT9KKwDLwAAAJwrKiqyWcMUExPj8+dYtmyZLrroIg0ZMsTn5/YVAi8AAIBBubJov127doqKilJJSYnN8ZKSEiUlJdX72IqKCr3++uuaN2+e13P1J3p4AQAAGrHo6GgNHDhQeXl5lmM1NTXKy8vTsGHD6n3sG2+8ocrKSv3617/29zS9QoUXAACgkcvOzta4ceM0aNAgDRkyRIsWLVJFRYVl14axY8eqc+fOmj9/vs3jli1bptGjR6tt27Z1znns2DEVFhbq0KFDkqTdu3dLkpKSkiyV4+LiYhUXF2vPnj2SpG3btikuLk5du3a17ARRWFhoOVd1dbVlP99evXqpZcuWLr0+Ai8AAEAjN2bMGJWWlmr27NkqLi5WamqqVq9ebVnIVlhYqMhI28aA3bt36+uvv9ann37q8JzvvfeeJTBL0i233CLJduHckiVLLNuOSdIVV1whSXrppZc0fvx4SdLs2bO1YsUKy5hLLrlEkvSPf/xDw4cPd+n1RZhMJpNLIw2gvLxcCQkJWjovV81imwd7OgAAwAdOnzmlybPHqKysLCwuMmXOI5/tfUEt4vy0S8OJ08roeVfYvCf+Rg8vAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAC1evFgpKSmKjY1VWlqaCgoK6h1//PhxZWVlqWPHjoqJidH555+vjz76yPLz+fPna/DgwYqLi1OHDh00evRo7d692/LzY8eOaerUqerdu7eaNWumrl276u6771ZZWZllzNatW3XrrbcqOTlZzZo1U58+ffTMM8+4/dqauP0IAAAAGEpubq6ys7O1ZMkSpaWladGiRcrMzNTu3bvVoUOHOuOrqqp09dVXq0OHDnrzzTfVuXNn7d+/X61atbKM+eKLL5SVlaXBgwfrp59+0gMPPKCRI0fqP//5j1q0aKFDhw7p0KFDWrBggfr27av9+/frd7/7nQ4dOqQ333xTkrRp0yZ16NBBK1euVHJystatW6fJkycrKipKU6ZMcfn1RZhMJpPX71KYKC8vV0JCgpbOy1Wz2ObBng4AAPCB02dOafLsMSorK1N8fHywp9Mgcx75bO8LahHXzC/PUXHitDJ63uXye5KWlqbBgwfr+eeflyTV1NQoOTlZU6dO1cyZM+uMX7JkiZ566int2rVLTZs2dWlOpaWl6tChg7744gtdccUVDse88cYb+vWvf62Kigo1aeK4LpuVlaWdO3fq888/d+l5JVoaAAAADKu8vNzmVllZWWdMVVWVNm3apIyMDMuxyMhIZWRkKD8/3+F533vvPQ0bNkxZWVlKTEzUhRdeqD/+8Y+qrq52Ohdzq0KbNm3qHRMfH+807JrH1HcOR2hpAAAACIJ9p9qqeZR//uJ86tQpSVJycrLN8ZycHM2ZM8fm2NGjR1VdXa3ExESb44mJidq1a5fD83/33Xf6/PPPdfvtt+ujjz7Snj179Pvf/15nz55VTk5OnfE1NTWaNm2aLr30Ul144YUOz3n06FE98sgjmjx5stPXtW7dOuXm5urDDz90OsYRAi8AAIBBFRUV2bQ0xMTE+OS8NTU16tChg5YuXaqoqCgNHDhQBw8e1FNPPeUw8GZlZWn79u36+uuvHZ6vvLxc1113nfr27VsnkJtt375dN9xwg3JycjRy5Ei35kvgBQAAMKj4+PgGe3jbtWunqKgolZSU2BwvKSlRUlKSw8d07NhRTZs2VVRUlOVYnz59VFxcrKqqKkVHR1uOT5kyRR988IG+/PJLdenSpc65Tpw4oVGjRikuLk7vvPOOw57g//znP7rqqqs0efJkPfTQQ/W+Hkfo4QUAAGjEoqOjNXDgQOXl5VmO1dTUKC8vT8OGDXP4mEsvvVR79uxRTU2N5di3336rjh07WsKuyWTSlClT9M477+jzzz9X9+7d65ynvLxcI0eOVHR0tN577z3FxsbWGbNjxw6NGDFC48aN02OPPebRayTwAgAANHLZ2dl68cUXtWLFCu3cuVN33XWXKioqNGHCBEnS2LFjNWvWLMv4u+66S8eOHdM999yjb7/9Vh9++KH++Mc/KisryzImKytLK1eu1Guvvaa4uDgVFxeruLhYp0+flnQu7FZUVGjZsmUqLy+3jDEvftu+fbtGjBihkSNHKjs72/Lz0tJSt14fLQ0AAACN3JgxY1RaWqrZs2eruLhYqampWr16tWUhW2FhoSIjz9VJk5OT9cknn2j69Om6+OKL1blzZ91zzz26//77LWNeeOEFSdLw4cNtnuull17S+PHjtXnzZm3YsEGS1KtXL5sx33//vVJSUvTmm2+qtLRUK1eu1MqVKy0/79atm/bt2+fy62MfXgAAENbCdR/ev277u5rH+WmXhhOn9JuLbg6b98TfaGkAAACAoRF4AQAAYGgEXgAAABgagRcAAACGRuAFAACAoRF4AQAAYGgEXgAAABgagRcAAACGRuAFAACAoRF4AQAAYGhNgj0BAIGzZedhrx6f2qejj2YCAEDgEHgBg7MPuRenn+/5udZ9a3OfAAwACAcEXsBgHFVxvQm59Z2HAAwACAcEXsAAfFnFdQcBGAAQDgi8QBizDrqBCrn1sZ7DN+u+tcyP4AsACCYCLxCmtuw8HBIh1xnz3MzBl9ALAAgWtiUDwsyWnYdDPuxaM8/TPG8AAAKNwAuEEXNgDJewa3Zx+vk2wRcAgECipQEIE+Eadq1ZQu//FrfR5gAACAQqvEAYMELYtUabAwAgkAi8QIgzWtg1o80BABAotDQAIcqoQdfexenns4UZAMCvqPACIaixhF0zqr0AAH8i8AIhprGFXWuEXgCAP9DSAIQgf4Xdgu8PevX4Id07+2gmzlm3ONDeAADwBQIvEEL8dUEJ66Dbf0CKR+fYunmfCr4/SOgFAIQdAi8QIvz1Z3xz2PU06JqZH1+weZ8k/1d7rffsJfQCALxBDy8QQnxZ3S34/qAKvj+o/gNSvA671izB93/n97eL08+npxcA4JWwCbzz58/X4MGDFRcXpw4dOmj06NHavXt3sKcF+IQvWxmsg6gvg6416xAdiOBrDr0EXwCAJ8Im8H7xxRfKysrS+vXrtWbNGp09e1YjR45URUVFsKcGeMWXIc466Por7FoLZPBlBwcAgKfCpod39erVNvdffvlldejQQZs2bdIVV1wRpFkBvuFtddcXi9K8YX5Ofy9sYzEbAMATYRN47ZWVlUmS2rRpE+SZAJ7zRbXS3faF9QcOWP57aJcuXj+/tUAsbCP0AgDcFTYtDdZqamo0bdo0XXrppbrwwgudjqusrFR5ebnNDQgVvrjAhLuL0sxhd0CfZMt9+5svWLc5+APtDQAAd4RlhTcrK0vbt2/X119/Xe+4+fPna+7cuQGaFeA+X4RdV9gHXfv/thm7s8jhcXerwf0HpPi1xYFKLwDAVWFX4Z0yZYo++OAD/eMf/1CXBv4BnjVrlsrKyiy3oiLH/5ADgeZtZdKdyqmjsFufAX2S69ysz+MOKr0AgFAQNhVek8mkqVOn6p133tHatWvVvXv3Bh8TExOjmJiYAMwOcJ23rQzu9Oy6G3adsYTe/1V/3an2+ruvl0ovAKAhYVPhzcrK0sqVK/Xaa68pLi5OxcXFKi4u1unTp4M9NcBtgQ67nbZuVlZmuuV2wacf1hkfV3zYZszgV/5aZ4wvqr3+QKUXAFCfsAm8L7zwgsrKyjR8+HB17NjRcsvNzQ321ICAcic4elvZre+cnoZe2hsAAIEWNoHXZDI5vI0fPz7YUwNCzvoDB/wSds28PTehFwAQSGETeAEj8OUlhEMBC9kAAOGAwAuECVe3IfPVXroN8abK6++rwRF6AQDWwmaXBgCuayiMdv3XesX+72qFZjEn3b8wy4A+yVq/s8jjK7ZxGWIAQCAQeIFG6Lwv8nTeF3k+O9/6AwdC7sIUEqEXAFCLlgYgQLz587qr/a6BamewFsqtDRLtDQAAKrxAQHmzYM3VcOhKAP30oQf0n+uukyRt3Ft7MYl2pUf0zPS7PZqbN60N/QekqGDzPr9VeSUqvQDQ2FHhBRq5wT2TNbinb7Yw86bC7K9dG8yo9AJA/RYvXqyUlBTFxsYqLS1NBQUFTse+/PLLioiIsLnFxsbajJkzZ44uuOACtWjRQq1bt1ZGRoY2bNhgM+bnP/+5unbtqtjYWHXs2FF33HGHDh06ZPn57t27NWLECCUmJio2NlY9evTQQw89pLNnz7r12gi8gEF4287Qv1snrx7vi9aGQIVeAICt3NxcZWdnKycnR5s3b1b//v2VmZmpI0eOOH1MfHy8Dh8+bLnt37/f5ufnn3++nn/+eW3btk1ff/21UlJSNHLkSJWWllrGjBgxQn//+9+1e/duvfXWW9q7d69+9atfWX7etGlTjR07Vp9++ql2796tRYsW6cUXX1ROTo5br4+WBiDEuRMCnYXOHcdL9As3n7eookzrSguV3r6rW8/vTWvD1s373H6cuy5OP19b1n0rSbQ3AMD/LFy4UJMmTdKECRMkSUuWLNGHH36o5cuXa+bMmQ4fExERoaSkJKfnvO222+o8x7Jly/TNN9/oqquukiRNnz7d8vNu3bpp5syZGj16tM6ePaumTZuqR48e6tGjh82YtWvX6quvvnLr9VHhBQLA2wtOBGJxl73ObRI0uGey1pUWal1poVuPDeXWBon2BgCNR3l5uc2tsrKyzpiqqipt2rRJGRkZlmORkZHKyMhQfn6+03OfPHlS3bp1U3Jysm644Qbt2LHD6diqqiotXbpUCQkJ6t+/v8Mxx44d06uvvqr09HQ1bdrU4Zg9e/Zo9erVuvLKK50+lyMEXsAA/Lk7g7v9veHQ2iARegEE3w8VLVR6sqVfbj9UtJAkJScnKyEhwXKbP39+nXkcPXpU1dXVSkxMtDmemJio4uJih3Pv3bu3li9frnfffVcrV65UTU2N0tPTdcDu36MPPvhALVu2VGxsrJ5++mmtWbNG7dq1sxlz//33q0WLFmrbtq0KCwv17rvv1nm+9PR0xcbG6rzzztPll1+uefPmufVe09IAGMDQLl3qDb07+/bT7Stfrze8lnfsqEX5/6xz3LyLQ6AEYn9eM3ZvAGB0RUVFio+Pt9yPiYnxyXmHDRumYcOGWe6np6erT58++stf/qJHHnnEcnzEiBHasmWLjh49qhdffFE333yzNmzYoA4dOljGzJgxQxMnTtT+/fs1d+5cjR07Vh988IEiIiIsY3Jzc3XixAlt3bpVM2bM0IIFC3Tfffe5PF8CL2Agm3cWOaywprfv6lZbgnXIdaeH11cIvQDgG/Hx8TaB15F27dopKipKJSUlNsdLSkrq7dG11rRpU11yySXas2ePzfEWLVqoV69e6tWrl4YOHarzzjtPy5Yt06xZs2yev127djr//PPVp08fJScna/369TaBOjm59t+2vn37qrq6WpMnT9a9996rqKgol+ZH4AUMoqEqr1QbZJ1Vee0rud4EXW8vOSwFL/RKLGYLJF+3lPDZAe6Ljo7WwIEDlZeXp9GjR0uSampqlJeXpylTprh0jurqam3btk3XXnttveNqamoc9hFb/1xSg2POnj2rmpoaAi9gFEO6d1bB5n0uL1xzp8rry5DrD4HauUE619NLtdd3XAmzvtwqzvqXFmt8lkDDsrOzNW7cOA0aNEhDhgzRokWLVFFRYdm1YezYsercubOlB3jevHkaOnSoevXqpePHj+upp57S/v379Zvf/EaSVFFRoccee0w///nP1bFjRx09elSLFy/WwYMHddNNN0mSNmzYoI0bN+qyyy5T69attXfvXj388MPq2bOnpbr76quvqmnTprrooosUExOjf/3rX5o1a5bGjBnjdGGbIwRewEAaqvKmt++qdXsL6xwLZYG4Eps1Whw85yhsBnLvY2fPZd6Gzh6fL3DOmDFjVFpaqtmzZ6u4uFipqalavXq1ZSFbYWGhIiPP7XXw448/atKkSSouLlbr1q01cOBArVu3Tn379pUkRUVFadeuXVqxYoWOHj2qtm3bavDgwfrqq6/Ur18/SVLz5s319ttvKycnRxUVFerYsaNGjRqlhx56yNJr3KRJEz3xxBP69ttvZTKZ1K1bN02ZMsVmOzNXRJhMJpMv3qhwUF5eroSEBC2dl6tmsc2DPR00It5uS1bw/UGXK7zrDxzwaqcEX9nsZUuDNXOVN1ChV6qtFkqEoobYh9xwubjHN1YhmM84/J0+c0qTZ49RWVlZg/2qocCcR55Y/6FiW7bwy3OcOVmh+4deFzbvib9R4QUMZmiXLlrvpK0hkHzRx2sWyH5eM/p6HQvXgGvPet5bCL+A4RF4AYSFYIVeib5e65AbrgG3Pvafs0TwBYyGC08AAZDap6PNn1A94c7iraFdumjzzsDun+uMLy+KEcgLU1izvkhFY7lQhfm1mttxzDcjs36NjemzBhoDKrxAGBjSvXPAQ54vDOiT7PPgHcidG6w1hmqvUdoVvEW7A2A8VHgBAwuVKq+v9R+QErRfAIxYAbR+LY2lmusqqr6AMVDhBQzKlQtRBMr6Awd8tmODtUD281ozQs+n0ftyfa0xVPgBI6PCCxhcsKu8/totIlj9vNbCqfpn3ZNrX82F68Ll8wZgi8ALhIkh3Tu73btqrqoGO/RKvl28ZhYKoVcKzeBbX8Al6HrH/vMGEPpoaQAMLhRaG8yL1/zR2hCM7cqccdTqYObvP4EH+ypnjZEl9HKREiDkEXiBMDKke2cVbN7n8lXXrG0O8sUo/LFjg5ml0huEK7I5Yh80HQVgM1dDkiuVRCME3Iaq9cH+bB3hIiVA6CPwAgH0zbpvgxJKzFXeUAi9vrr6miOhVO21Vt9nvsXF/ZmNEGbN6gu1Df0yV+BiW0+gP38jLGQEjIzACwRIap+OPuv32+pBlTcUWhvM/LVrgxS6odcZIwVZe94EW28eZ/787QXi+8BuDkBoIvACYcabi1AM7dJF60Ogyuuvfl6zcAu9RmP9/fQ02HrD0XM6CsH+/G7Q3wuEFnZpAMKUN1cbC/auDYEI3KGyg0NjUfD9Qcut/4AUyy1UWM/J+rvh7+8HuzkAoYHACwTYNy72bNbHm8rU0C5dNLRLF23eWRT04OvvFgtCr3+FesitTyCDL6EXCD4CLxBAvv6zpjdV3mDv0Wuu8gYi9JovRUzw9Z51yJUUViHXEfvg6y+EXiC4CLxAmPJF/2Gwq72B7CWm2usdRyE3nIOuvUD8YkToBYKHwAuEOW+qvGbBrPYO6JMcsN0jCL3uC9eWBU/5O/gSeoHgYJcGIIx5s2ODPeu9eqXAVl8l/25VZo0dHBoWjF0WfPFLjy+/P9bfE8m3OzpYX6iC3RuAwCDwAgGW2qejtvj4AhSe7MvriDkwBHq/3kBsVWYt1K7MFioCEXSdfbd88QvWegd/ofDm+2R+D/wRfAm9QGAReIEw58sqr1kw9uu1LGL7X2gJdLVXarzB119B15/h1pXzmn+JsubJ98o++BJ6gfBD4AUMwldV3mALVrW3sbU5BCLkBvMCJ86e374K7M53zB/tMIReIDAIvEAQ+LqtwR9VXqm2QhaM0BKsaq9k7DYH+++Ir4KufRU12EG3PtZzs64Au/od88f3hNAL+B+BFzAQX1Z5zYvYginQ1V7JmG0O/qjm+jLkrist9HY6Funtu7o81jxnT75jvq72EnoB/yLwAkH0DVXeBlmHXimw1d5wbnMIRDXXk++Fs3A7uKf337GNe4vqnN+VAOzpXxT8FXoB+B6BFwiS1D4d/bIXp9GqvJJ3lThvhGObg7+rue6GXEcB1xfh1hH789oH4IbCrye/XPkj9G5Z9y1VXsDHCLyAgRi1ymsWjGqvVDf4moVKAPbndmLm99qboOuvgNsQ6+d1tfpr/8uV1PD3zB9tMLQ2AL5F4AWCzJdtDWZGrPKaBavaK9mGSeuAIwU2/Dr6pSbUgq4nIbeg7Du3H2NtSEIPpz9zVv11VvV1N/j6sg2Gfl7A9wi8QBD5o63B6FVes2BVe80CGX4DEXDNPG1f8LSiax9yh3bx7Du2/kCR5Vz1BV8z8xzX7a2dt6vB151qL6EXCB0EXsCgjFzlNQtmtddafeHXGWdhKJDh1p4nVV13g66vAq496/OsP3DuORoKv4N7JjdY7ZXc2zHE16EXgPcIvECQ+eNSw42lymsWjO3LnHE1nNr3A3tyDl/xd9D1V8h1xnx+66qv5Dz8ulvtdWU3B1+GXhaxAd4j8AIG1hiqvGbBuFiFN0LhqnietC94GnT9HXIdsa36Ntzy4Otqry93cKC1AfAOgRcIEb5evOavKm+oC3ZvbzgIVNB1NeR+d3qHS+Nc1aNZvzrHXG15cKfaG6jQSz8v4D0CLxAC/LUnrz+EaluDNUcr7CXCr7cL0nwVdO0Dblr7bi7PpSEbSvfbnL++8Guu+jqq+LpS7TWH3ob4MvQC8AyBFzC4xtTWYM861DXmqm+wg66jCq6zkHvybL7N/ZZNhzU4T2fnbSj8Du2S3GDoleqv9g7ok6z1O4tcXsjmLaq8gGcIvEAIoa3Bf6yDXrj0+XrL31uMuRN066vi2ofcixLOs7p3VNvK/lvfdOswh2RXwu+5aq/z/t6Gqr3uhN6Czfuo8gJBQOAFQkQ4tTWEu3Bb4OYuX1wK2BdB1/OQK5d/Zm9b2X8t57auDjsLv9bB19sWB1d3CfF2ERtVXsB9BF6gEfBlW4ORGC34hkrQlRyHXVdCbrOfPmt4sg6cbpJhc07r4Cs5Dr/m4Oso9EqOF7Q5C73uLmLzFFVewDMEXiDE0NYQeOEefH0RdCXnYdeVxWjOqrqehNwuzfvXM2PHDpyqPYd98JXqr/o6Cr2S8wVtvgq93rQ2AHAfgRcIIbQ1BFc4bWlmv3jQk50z/Nm+YB10nbUkWAddT0KuNfPjzcFXchZ+bau+56q9rrc4+CL0Sp63NnAxCsB9BF6gkaCtwTWOtjQLpeDrTTXXzJ2qruQ47NbXvmAOu/6q5tbnXPDdankuc/C1npO56mu9wM15tbdui4Mrobc+vrwoBYCGEXiBRsCXbQ1Du3TR+jDYi9dboRR8fRFyzQJR1W0o6DYUctsm/KHenzvyQ9kCm/uuB99zrQ6OQq/kvNrbUOhtaOcGb/p5qfIC7iHwAiEmtU9HbfFxH6/RWFcordV3OVhPOdrOzMyfAdiXIVfyzZ667lZ1/R1yHT3eWfCVnLc7WFd7fRl6Jdd2bqDKC/gfgRdoRMK5rcE+5NoHN3PoMPN3+JV8F4AdXczDVxV0d/fUleoPu65Wdc1h199B19n57IOv9VzMVd/6Qq/kel+vs9DrSj+vN60NVHkB1xF4gUYiHHdraCjk1vcz89WxzPwdgO0vYyy5d2U6f7SI+LKqW982Y55UdX0ddJ2dv/7ge67VwT70Ss77eusLvfbcCb0A/Ccy2BMA4Fhj3GtzXWmhzW1wz2SbmzvsH2d/bvPNVwb0Sba5Secqt/Y/c3TzJfv3rz6ehN2TZ/N18my+Lko4z2HY7dK8v8Ow2zbhD5ZboNT3fOY5mudtfi3WO0yYX7t1O4f5vbKuiku13zlH3ylXPt/+A1I8+oX04vTz2dkFPrN48WKlpKQoNjZWaWlpKigocOlxr7/+uiIiIjR69GinY373u98pIiJCixYtcvjzyspKpaamKiIiQlu2bHE4Zs+ePYqLi1OrVq1cmpc1KrxACPLn9mSh2tbgajXSzD5s1Kud48NDEnr4rRIcrEV97ryPnoZdyb0WhkAGXGfq6/E9cGqr5X59lV5r5kqvI9708wLBkpubq+zsbC1ZskRpaWlatGiRMjMztXv3bnXo0MHp4/bt26c//OEPuvzyy52Oeeedd7R+/Xp16tTJ6Zj77rtPnTp10tatWx3+/OzZs7r11lt1+eWXa926da6/sP+hwgs0IqG6MMbdkGYOah3alnt8M5/L1O6sTTXYXxXgQCDsNsxRxbdL8/42rRjOKr3WVV4zR1VeR1z9BSjc2o5gHAsXLtSkSZM0YcIE9e3bV0uWLFHz5s21fPlyp4+prq7W7bffrrlz56pHj7qX5JakgwcPaurUqXr11VfVtGlTh2M+/vhjffrpp1qwoG4LktlDDz2kCy64QDfffLN7L+x/qPACCCp3+0yl2pD23ekdahX9H3Vu3sqr5z/yQ7zNpWSt5xGIhXC+Qth1T9uEP9Sp9ta3kM3MUT+vI55Ueb3p5d2y8zCL1+Cxqqoqbdq0SbNmzbIci4yMVEZGhvLz850+bt68eerQoYMmTpyor776qs7Pa2pqdMcdd2jGjBnq16+fgzNIJSUlmjRpklatWqXmzZs7HPP555/rjTfe0JYtW/T222+7+epqEXiBEObrywyHGnf2hJXOBTRz2L00/jt1iGnr8fMfPHVcattXPZr1syxEks5dYMBZ+A2l4OtpK0hjDrtm1qHX3NrgKPSaOduyzN0FbL52cfr5jbLnH64pLy+3uR8TE6OYmBibY0ePHlV1dbUSExNtjicmJmrXrl0Oz/v1119r2bJlTvttJemJJ55QkyZNdPfddzv8uclk0vjx4/W73/1OgwYN0r59++qM+eGHHzR+/HitXLlS8fHxTp+rIQReIEQ1lssMN3SlL/tgZh92PblS14FTWzWkxX4VqJuk/+i709LQLrUBxlHwtZ5nfXuuBpKr242Z+fpiEuEeds0aCr2S6u3n9UcvL/vyNh41J5uqxuT4z/xen7ui9rzJybb/P5+Tk6M5c+Z4de4TJ07ojjvu0Isvvqh27Rwvkti0aZOeeeYZbd68WREREQ7HPPfcczpx4oRNZdnepEmTdNttt+mKK67was4EXqCRGdK9swpCYOGaeRcBa/XtBWsOZP1aHVJKk3Nh17NwZf5T9lYdafKD/lkufXe6dr/Vc5eTrbv1lNTwhQb8zd2gKxF2G1Jf6HW9tcE3VV7aGuBrRUVFNpVR++quJLVr105RUVEqKSmxOV5SUqKkpKQ64/fu3at9+/bp+uuvtxyrqamRJDVp0kS7d+/WV199pSNHjqhr13P/O1ldXa17771XixYt0r59+/T5558rPz+/zpwGDRqk22+/XStWrNDnn3+u9957z9LfazKZVFNToyZNmmjp0qW68847XXofCLwAAq6+sFvfn9prw+5mL8OudShbIGmrLo3/Tvt+aqUdx2uP2gZf59Ve8w4PgQi+ngRdyT9h1yhB15mGdm5wtbWhPr7esYG2BjgTHx/fYCtAdHS0Bg4cqLy8PMvWYjU1NcrLy9OUKVPqjL/gggu0bds2m2MPPfSQTpw4oWeeeUbJycm64447lJGRYTMmMzNTd9xxhyZMmCBJevbZZ/Xoo49afn7o0CFlZmYqNzdXaWlpkqT8/HxVV1dbxrz77rt64okntG7dOnXu7PpfQgi8QIgLxT7eoV26aP3OIo+23qpv5wNnYde8OG1Ii/2SvAu71mrPURt6pc1SK2nH8U51qneS8+Dr72qvp0FXIuy6w9VFbGautDYM7pmsdXvrfjdcqfIWbN5HWwMCKjs7W+PGjdOgQYM0ZMgQLVq0SBUVFZZwOnbsWHXu3Fnz589XbGysLrzwQpvHm/fGNR9v27at2ra1XWPRtGlTJSUlqXfv3pJkU/2VpJYtW0qSevbsqS7/+4WwT58+NmP+9a9/KTIyss7zN4RtyYAQZrQ/TzpbYFVQ9p2LYVc+C7tmbRP+oC7N+6tDTFsNabFf/VodUqvo/9TZgqq+iw1I8ss2ZtbvF2HX/6xfi/1FKaTa98R6qzJJdb4njvaHdva9cPUqfO5oDH3/8I8xY8ZowYIFmj17tlJTU7VlyxatXr3aspCtsLBQhw+H7/crwmQymYI9iUApLy9XQkKCls7LVbNYx1tfAKFmy87DPq/wFnx/0Ose3vUHDrhV4fU07NovTvNXwDJX9w6c2qojlT/on+U9dLyqryTZ/Nnauopn/+drc8+mt9Ved3desEfY9Y51pdfc2mCu9JqrvOZ+3g2l++t8Pxx9Lxx9JzbvLHLa1mDu43W3yvvNum8N94uyK06fOaXJs8eorKzMq5X8gWLOI/M/+1SxLVr45TnOVFRoVsbIsHlP/I0KL9AIDene2eOFMZ6oL+w68t3pHerX6lDAwq71uc3V3kvjv1O/Vocs8zEb2iXZpWqvK5xd7tiTiq55PuZfIAi7nquv0mv//thfkGJol2SfVHm9+YWUKi9QFz28QBgIxT5ed7mySM3Xi9PcZb+YzVlfr3nejnZysF/QVh9PK7iONFTVlQi77nC0c4NZbT+v810bJNsFbN7sy+vuFmUsXgMco8ILhLhw//Okox0ZzEIp7Fpz1NdrPUczZ5Ve6VzfbX03X/Mk7JoRduuyr/Ra9/Nas39P6/scHPFHlReALQIvgIBz1rcbCmHXzBx6JbkUeoPJWWuIPUdh134RliSnwQ62HL13zgzumeywrcGTnU4AuI/ACyDozD27oRJ2zdwJva6GTl9ztZXBWWVXqlvdlYxzUQl/cfSe2X8vgok+XsAWgRdAQNlXd827MUjy+FLB/uRq6A0Gd/p2HaG62zBP2xp8qeD7g26ND/d+f8AfCLwAgsZ+n91A7MbgCevQm9Jks9PdGwJZ5XUl7JpR3fUfZ20N7u7W4Ax9vIBvEHiBRszfW5PZ/+NuXd01h0Xri0pIoRusrBeyWYfeYHA17Lpb3YV7HP2yUB9/LFQE4BoCLxAmfL3VUKAuW1rfP/Lmvl3J91dQ8wdHodeVK235kjuVXcm96i47MzjmaluD5Fmry4A+yX656hqAcwi8QBgI963JpLrV3VBcpOYK+9BrfRlif+/Y4E7YrW+hGtVd//BnHy8A7xB4AQSUuW83HMOumXXovTT+O5vQK/mnyutu2G0I1V3fuCjhvHp/gfBVH6+7C9ckdmoArBF4AfidubprvUgtFHdkcIez0OuPKq+7bQyS82oj1V3vNdTWYObo8wpUHy87NQC2CLwA3Lb+wAG3N8wPt0Vqrqiv0uurKq+7YdeVhWpUd93nznsRClvWAbBF4AXgF+Y/21r37gZkkVpJifTII9KVV0qJiVJ0tNSihdSvnzRxovTxx5LJ5LOncxR6O7Qt98m5PansSu5vQxZytm6Vfv976aKLpFataj/DxETp//5PWrBAKisL9gzrMP8y4U0fLwvXAP8h8ALwG/OfbwO2SO3Pf5ZSUqTZs6Uvv5SOHJHOnpVOnZL+8x9p+XLp2mul/fsbPJU7rENv5+atJElVTYtUUPadx5VeT8KuJwvVQqq6+9NP0j33SKmp0gsvSNu314bbs2drP8t//EOaMUPq1Uv69NPAz8+KdVtDQ79EuNLH68pfTDzp4wVQi8ALwG/sr6rm17D75JNSVpZ05kzt/ago6ec/l+bOlebNk8aOra0S+ok59JqvxtYlPsHrfl5f9wOHfHV36lTp2WfP3e/USZo2TXr0UWnMmNrPVJKOHpWuv1765z8DOj1Pvre+6uPlAhSAd5oEewIA4LX//Ed64IFz9zt0kFavli65xHbc2bPSyy9LzZsHdHpwwbp10pIl5+4PGFBb0Y2PP3fs88+lq6+Wamqkqirpt7+VvvlGiqR2A6B+Yfe/EosXL1ZKSopiY2OVlpamgoKCYE8JQLA995xUXX3u/gsv1A27ktS0qTRpUm0gRmhZutT2/pNP2oZdqbaHd8yYc/d37JC++sr/cwMQ9sIq8Obm5io7O1s5OTnavHmz+vfvr8zMTB05ciTYUwMQTHl55/67dWtp9OigTQUesg6urVtLV13leJx14LV/HAA44XbgHTdunL788kt/zKVBCxcu1KRJkzRhwgT17dtXS5YsUfPmzbV8+fKgzAdAiDhotZjn/PP5E3c4Omx1kYRu9ex0YP+zw1xcAUDD3P5XoaysTBkZGTrvvPP0xz/+UQcPBmbVaFVVlTZt2qSMjAzLscjISGVkZCg/n43UAQAA4JjbgXfVqlU6ePCg7rrrLuXm5iolJUXXXHON3nzzTZ09e9Yfc5QkHT16VNXV1Uq0W2WdmJio4uJih4+prKxUeXm5zQ2AAXXufO6/v/3Wp/vsIkA6djz334X1XHrXfks568cBgBMe/d2vffv2ys7O1tatW7Vhwwb16tVLd9xxhzp16qTp06frv//9r6/n6ZH58+crISHBcktODswlHQEEmHW/548/Su++G7y5wDOXX37uv48dq92RwZG//9354wDACa8a3Q4fPqw1a9ZozZo1ioqK0rXXXqtt27apb9++evrpp301R0lSu3btFBUVpZKSEpvjJSUlSkpKcviYWbNmqayszHIrKiry6ZwAhIgpU87t0SpJd91Ve7Uue2fPSn/9a+1FDBBaJk+2vX///dKJE7bH1q6VcnPP3e/bl8ALwCVu78N79uxZvffee3rppZf06aef6uKLL9a0adN02223Kf5/W8i88847uvPOOzV9+nSfTTQ6OloDBw5UXl6eRv9vBXZNTY3y8vI0ZcoUh4+JiYlRTEyMz+YAIET161d7OWHzXrzFxdKgQdLPfla7PVlEhLRnj/TJJ7WXHrZaC4AQkZ5eu6/uX/5Se/9f/5L69JFuvllq107atk16881z289FR9duZcYCRQAucDvwduzYUTU1Nbr11ltVUFCg1NTUOmNGjBihVq1a+WB6trKzszVu3DgNGjRIQ4YM0aJFi1RRUaEJEyb4/LkAhJlZs6QWLaT77pMqK2svU7tqVe0N4eH552v3Sn7++dr7Bw9Kjv5a2Lat9Npr0qWXBnZ+AMKW24H36aef1k033aTY2FinY1q1aqXvv//eq4k5MmbMGJWWlmr27NkqLi5WamqqVq9eXWchG4BG6u67pZtuqq38ffaZtHt3bU9vdHTtdlbDh9fu41rftlcIniZNai8iMnFi7Wf4xRdSUZF0+nTt3rz9+knXXlvb/pCQEOzZAggjbgfeO+64wx/zcNmUKVOctjAAgDp2lHJyam8IT6mp0p//HOxZADAQmp8A+M2QhB5af+DcYtEjlT/owKmt+qFsQRBn5R8/lC3QgVNbVVDRTQdPHdeB8jKb1+4Jbx9vb1tZaOygE648+d766jPcunmfT84DNFYEXgB+s3Fv7T/2PZr1047jnbTvpwGSZLjQaw67Ryp/0MFTx3W8qq+izyZrSEIPDUno4dE5zY9zJzD1aNZPG0r3O/xZy6bDHB4/3SRDB07V3dHCSJ+PPxw4tVWnm7i2+NH+O7Bxb5HS23e1ObZ5Z8Of85DunRscA8AxAi8AvzD/g25d5d1xvJMKKs71zxohVFmH3X+W99Dxqr468kO8T87tSeiV5DT0SlR5/WFb2X+d/kLhjqFduvhgNgAcIfAC8IgrFSlrPZr1kyQdPHVcBRXdLFXFcA69jsKu+XV6Wtm1527oNT+/I+ZQZh96qfI2zNX3YkPp/no/AwDBQeAF4DZ3K1HmKm+PZv10vKqvDp46bunnDVfOwq6v+24lzyq97rY2wHWutjM4+rzMbT7+9s26bwPyPEC4IPACCChz6N3304CwXcRWX2VX8l1115o7odeVCqOj1gaqvO5rqEXE0XfBvn+3IZ4uWEvt09GjxwFGROAFwsCWnYeDPQWvWffyhvMiNuuwu++nAXXCrj+5G3rdqfK6ugALdZnfz/p6p73FgjXAOwReIExcnH6+T89X8P1Bn57Pmfr+hBtui9jsw+6O451swu76A0V+qe5ac7e9wd0FbFR567J+/Q21M3jyy8/mnUUsWAP8jMALNGL9B6T49fz2f7q1r/JK4bOIzVHYDRZXQ68rC9isUeV1j7s7XgSqfxdAXQReAEETLovYrEO4ddgNdHXXmjuVXqq8/uNsEaCz74O7/bsAfIPACyCg7K++FuqL2MxzMV9FzVHYDRZXQi9VXu+42s7gr/7drZv3ud2/yw4NQF0EXgBBZ72ILZRCr7mNoaGwG+jqrjVXnre+BWwSVV5fCYVfgszYoQGwReAFEHD2VV6zUNq5wRx2JamgopsOnjouKbRCjZmz99Oeo9BLldcz7l5dzVn/rrsXcAHgGQIvEOLCfUuy9PZdnf5jb9/aIJ3buSGYlV7rBWrmyq6j7cfWHyhyWt3duLeowZuvudLa4KzSS5W3Lk/bGZx9Ds76d53t0ODp/rsA6moS7AkAaJivtyQLho17izS4Z7Ll/pCEHioo+07rDxRpaJfa4z2a9dN3p3fUtg60kqTNkrZKqg0ebRP+4Pd5OtuNwVHYNb8Oa+Yg68ripHV7Cx0et36fXOXo/bRnfn83lO5XWvtz28G1bDpMJ8/ma1vZf3VRwnmSaqu8zX76TAdObVWX5v1tzvND2YKAfBbBZB92rTmq7tp/P6y/F95Ud+nfBXyDCi/QCBV8f9DvW5JZM4c/+3/4HVVGezTrZ+np/Wd5D5vdG/xZXfyhbIFLYddc1XU0f3fCrnmc/c18Hk8qwEMSeljaG5xVGZ1Ves0BzrrSa65oNrZKr6Owa34v7Cvhjqq77uzO4I/qLv27QF0EXgABUV/odRTOzLs3/LO8h2WfXn+1ONgvTvtneQ/LRSXsw655zvYVPHfDrjO+Cr7W87VH6HWuvrBrZn9lNfP76ej9DmR1F4BzBF4ghIV7/649Z6FXchwWrPfpNV+Rzdeh175f9+Cp4077daX6q7q+3GPV2+BL6HWfo9diHXbdbWUwc7e666lv1n1LdRdeWbx4sVJSUhQbG6u0tDQVFBQ4Hfv2229r0KBBatWqlVq0aKHU1FS98sorNmPGjx+viIgIm9uoUaNsxqSkpNQZ8/jjj9uMMZlMWrBggc4//3zFxMSoc+fOeuyxx9x6bQReIMSFYv/u+gMHNKCP+32mkuN//OsLZ+bQ64/FbI5aGOzDrvXCNG9bGDzhTfD1deg93STDsKHX/jXYL1JzpZXBnqfVXU/23gW8lZubq+zsbOXk5Gjz5s3q37+/MjMzdeTIEYfj27RpowcffFD5+fn65ptvNGHCBE2YMEGffPKJzbhRo0bp8OHDltv/+3//r8655s2bZzNm6tSpNj+/55579Ne//lULFizQrl279N5772nIkCFuvT4WrQEIuPT2XbVub6HTRWySbBZe1beYzZPFU9YXkzhS+YP+Wd5Dx6ts+3WtA0wwgq4983OtKy20PL8ri9saWszmzkI2Sf8LvZ8ZeiGbo0VqkvNWBrNgV3cBbyxcuFCTJk3ShAkTJElLlizRhx9+qOXLl2vmzJl1xg8fPtzm/j333KMVK1bo66+/VmZmpuV4TEyMkpKS6n3uuLg4p2N27typF154Qdu3b1fv3r0lSd27d3fnpUki8AKNTqAXrNXH0c4NkhwG34Z2cHCXbdjt61LQNc9ZCt4lYj0Jvv4KvZJsgq/5F4lwC77u9O2aOerttuZNdddTtDPAU1VVVdq0aZNmzZplORYZGamMjAzl5+c3+HiTyaTPP/9cu3fv1hNPPGHzs7Vr16pDhw5q3bq1/u///k+PPvqo2rZtazPm8ccf1yOPPKKuXbvqtttu0/Tp09WkSW1Eff/999WjRw998MEHGjVqlEwmkzIyMvTkk0+qTZs2Lr9GAi8QoozWv2svvX1XS2izD2zWQXP9ge8k1Qbfc3v1Sgejj+vS+O9UG3rdV9uvm2AJu64GXfPcg80++LoSeiXb99OaJ6HXCNuWNRR27ft2ne1j7MvqLu0M8KXy8nKb+zExMYqJibE5dvToUVVXVysxMdHmeGJionbt2uX03GVlZercubMqKysVFRWlP//5z7r66qstPx81apR++ctfqnv37tq7d68eeOABXXPNNcrPz1dUVJQk6e6779aAAQPUpk0brVu3TrNmzdLhw4e1cOFCSdJ3332n/fv364033tDf/vY3VVdXa/r06frVr36lzz//3OX3gcALhLBQ7N/1pfpCr5l9UJOkoV366bvT0j/Lpc7NW3n03LVbjnXSkR/idUSOF6RJoRd07VmC7//29PWm2tvYQq8rYdeao1YGR9uQBfqqarQzhK8m5RFqWh3hl3P/VFF73uRk2/8/z8nJ0Zw5c3zyHHFxcdqyZYtOnjypvLw8ZWdnq0ePHpZ2h1tuucUy9qKLLtLFF1+snj17au3atbrqqqskSdnZ2ZYxF198saKjo/Xb3/5W8+fPV0xMjGpqalRZWam//e1vOv/82n8Tly1bpoEDB2r37t2WNoeGEHgBBJUroVdy1O4QL7Xtq+NVnj3vgfIyRZ9Ntjm3VDeshGLIdcTV91Ei9Equ7cggud/KYOZJdZd2BvhDUVGR4uPjLfftq7uS1K5dO0VFRamkpMTmeElJSb39t5GRkerVq5ckKTU1VTt37tT8+fPr9Pea9ejRQ+3atdOePXssgddeWlqafvrpJ+3bt0+9e/dWx44d1aRJE0vYlaQ+ffpIkgoLC10OvOzSADQiBd8fDPYUHKpvuzJ71rslHPkh3uNb9NlkDUnooYijTW0u9+voQhDhwt33UXK+M4bk2u4NUnhtW2a+wIg1ZzsyeNLK4G11l3YG+Fp8fLzNzVHgjY6O1sCBA5WXl2c5VlNTo7y8PA0bNqzOeGfM1VhnDhw4oB9++EEdOzr/BW3Lli2KjIxUhw4dJEmXXnqpfvrpJ+3du9cy5ttva/+q0a1bN4fncIQKLxCC/Nm/GyoL1uxZVyjNXKn4usJZCNl41H8L0MwBx9Pt2zwVqpVeKbiL2ZwFb0chXXIcdv1Z3QWCLTs7W+PGjdOgQYM0ZMgQLVq0SBUVFZZdG8aOHavOnTtr/vz5kqT58+dr0KBB6tmzpyorK/XRRx/plVde0QsvvCBJOnnypObOnasbb7xRSUlJ2rt3r+677z716tXLsotDfn6+NmzYoBEjRiguLk75+fmaPn26fv3rX6t169aSpIyMDA0YMEB33nmnFi1apJqaGmVlZenqq6+2qfo2hMALhCij9+86Yh0U7MOv5No2XGbBaE2wr+IN7dJF612o7Pk6FLvT1+tt6JVkCb71hV4pOMG3vgqzs8sGuxp2HVV3HX3PXKnuerr3LhebgK+MGTNGpaWlmj17toqLi5WamqrVq1dbFrIVFhYqMvJcY0BFRYV+//vf68CBA2rWrJkuuOACrVy5UmPGjJEkRUVF6ZtvvtGKFSt0/PhxderUSSNHjtQjjzxiqTLHxMTo9ddf15w5c1RZWanu3btr+vTpNn29kZGRev/99zV16lRdccUVatGiha655hr96U9/cuv1RZhMJpO3b1K4KC8vV0JCgpbOy1Wz2ObBng7g1Jadh30eeM3tDL6o8Hpz4QlPrSsttLnvKMQFOuQ6CrieWH/gQJ1jvnp/rd+3+oJvQZnj3RvMvju9Q5Jsgq8knTxbu2WRdbVXkpr9VHfbMkf8FX5dCbqSb8OuVPc7Z/6OuNK7S+D13OkzpzR59hiVlZXZ9KuGKnMeeertNWrWooVfnuN0RYVm/PLqsHlP/I0KL9CIhGo7gysaqv7aj/EHXwVce47OY10Z9ib8urp9mTfblknStjLb4Gtd7ZWcB19fV33dDbqS6xeWcDfsmrnyPSHsAv5F4AVCjD+qu0YTyMVk/gq5DTE/z/oDB2zm4M0lnV25WEVDLQ6StKG0brXXUW+vdag0X6hCchx+vQ2+rvTo2l9MQvJv2N28s6jB7wuXEQYCg8ALNAK+3J0hGO0MweLKn6P9zfq5vQ2/7lR7nV3mWbKt9krngq+zaq90Lmw2VPX11a4O7gZdyfdhtyHebEPG3ruAewi8QCMRzu0MgRYKQdcRX4VfVxa12e977Kza686iNsm9qq8nXA265nmaNbQTgydh1199u2a0MwCuI/ACIcTolxMOdaEadB1xFn7dDb4NtTnU1+IgOW9zMIdJ6+ArNVz1lTwLv/UFXft9g72p6kreh10zT8Mu1V3AfQReIMT4a3cGOBdOQdcRR/2+rgZfV9ocGlrQJjXc5iA5D7/WAdU+/LrKnWquWbDCrjetDGZUdwH3EHiBRoB2BsfCPeja80nwdaHNob6dHCTHbQ6S++HXEw2FXDN3thwz82XYpboLBBaBFwgRtDMEjnXvq1HCrjVvg687bQ61z1f/ojap7v69roTfhti3Kjg6t5n9pYHdqepKDW89Jrn+XfJ2Vwaqu4D7CLxACKGdwX+Ctb1YMHkafN1pc3AWfK0DpTfh15mWTYepZdN29Y5pKORK9S9MM2so7Lqy/Zjk/RZkVHcBzxF4AYPzZTuDoyuChTqjV3Nd4U3wdaXaKzkPvlLdoGle4Gbm6EIWnnIl5Jr5oqrryvZjkm/6diWqu4CnCLxACAindoZw2IOXkOuYJ8HXvtoreR58zdwJwPYB1hX1hVzJN1VdKXB9uxLVXcBbBF4gRNDO4BtGW4jmD/bB15M2B8n14Fv7nM6fo772h4bCq6tcCbmSbC5ZHWphl+ou4DkCL2BgjamdIZyruvZ/7g7UrhqW4OtFf69Uf/CVPA+/3rJ+Tvs5OeJKVVcKbNg1I+wC3iHwAkG2ZefhsKnuhmo7QyhVdd3t1RzSvbNNICr4/mDAA/DQLl38srDNzNPw6ylXq7lmrlZ1JfcWqEneh91v1n1L2AV8gMALGFRjqO6GSlXXPqB6E3LsHxuoAOz1jg717N9rzT6Amvf0PTcPzwKwuyHXzNdVXcm3YReAbxB4gSDyx2K1xlLdDXZV15chtz6OzlvgoIrsqxDsSX+v5H7wNauv+usufwZdKThhl+ou4BsEXiDIfN3OIBm/uhussBuokNuQ+qrAPg++frhimzPuBFZPWLcuSK5vN+bq94ywC4QuAi9gIEav7oZC0A1WyK2PeU727Q++CL+e9PdKdYOvNXdCsDfcCbjW3P2e+XJxmhlhF/AtAi8QJP7ae9eo1d1ghF1/BBl/crb4zdvvhKP+Xsm9Hl8z690dzHwZgD0NuZJn3zFff0dYpAb4B4EXCCJftjMYtbobzKArhU/YtWcTfn1U9bX+DDwJv5LjAOqoCuwpdwKumaeLH/0RdgH4B4EXMJBA7d8aKFR1fcMfLQ/Owq8nvyB5ElJ9wZtdPvwVdqnuAv5B4AWCwNftDP6o7q4/cCBo1V2Crn/4u+VBOrfITQr+XwccsQ65UvCDrkTYBQKBwAsEia93ZzBKdTfQYdcI7Que8NdCN2fh1yyQIdg+3Jp5+t0i7ALhi8ALhDmjVHep6gaHv6q+kuPP0lEIlnwThB0FXF98n/z1SxFhFwgcAi8QYP64lLCvqrvB2pWBqm5ocFT19fVfDhyGYLsFcL48tzf8+T0h7AKBReAFwpgvq7vmsBusvstAh12CrnOBCL7WgnlZaGf8+T0h7AKBR+AFwpwvgkgww64vKnuuIuy6xx9bm4U6f39HCLtAcBB4gTDli+pusKu6gWxlIOx6x59XcwsFgWhzIewCwUPgBQLI19uReRM2GlvYJej6hj8XuQVDoPq5CbtAcBF4gQDzxYI1b6q71gvTgr1Pqr/DLlVd/wrnlodALlwk7ALBR+AFwpQ3oSLYQTcQfbuE3cAK9ZYH6zmZBeK7QdgFQgOBFwgz3lZ3QyXs+rO6S9gNHmctD/b8HYSDFXDNCLpAaCHwAmHIk7AQrD12HSHsnmMORg3x9d7NgeDsM/BVEHZ2jvqe29+sP0/CLhA6CLxAgPjjghOuCvYCNbPNO4sabditL9g2FIy27DzcYDAOp0DsSRB25zzBQlUXCF0EXiCMFHx/0OM/BYdC2PWXUAu6jsKpNyHIlcducfCc4RSCpdD5/NxF0AVCH4EXMLhQaGXwZ99uKIXdYP452/75HFWFwy0AhzraF4DwQeAFwoQn1d1QaWWQjB12QzH4EID9JxQ/bwD1I/ACBhfssOuvVoZQCLvhFHzqC8AEX9fRvgCEJwIvAL/z10K1UAi74Rp8rOdt3f9L+HUsnH65AVAXgRcwqFDYc9dfgnmp4HAPuo6YX4t92wPhl6ALGAWBFwgD3lxsIpj80c7gzrZVvtQYgo9N1bcRtzw0hs8aaGwIvEAA+GIPXncWrIVSddeX7QzB6ts1YlW3IY2x6kvQBYyLwAsgLBB2g8NZ1dfMCAGYoAsYH4EXMJhQqe768qpqwQi7jT3oOmKkrc4IuUDjQuAFGpl1pYU299Pbdw3STNxD2A094RKAnV2Wmc8XaDwIvICBNHRVtXWlhRrc81z1d+PeIpsAHIrhN9A7MhB2PedKALbny0Bc33PxeQINW7x4sZ566ikVFxerf//+eu655zRkyBCHY1988UX97W9/0/bt2yVJAwcO1B//+Mc643fu3Kn7779fX3zxhX766Sf17dtXb731lrp2PffvTX5+vh588EFt2LBBUVFRSk1N1SeffKJmzZpp7dq1GjFihMM5FBQUaPDgwS69NgIvEOLcvcKao3aGTls36xf3TVHW/+5/+tAD+s9119mE3+/Xb1LWr28597y/vlMb7/iNp9P2iUDvyEDY9a2G3kdXArGvnxOAY7m5ucrOztaSJUuUlpamRYsWKTMzU7t371aHDh3qjF+7dq1uvfVWpaenKzY2Vk888YRGjhypHTt2qHPn2iLF3r17ddlll2nixImaO3eu4uPjtWPHDsXGxlrOk5+fr1GjRmnWrFl67rnn1KRJE23dulWRkZGSpPT0dB0+fNjmuR9++GHl5eVp0KBBLr8+Ai9gEA1VdxvSv1snm/tFFWVaV1roUdXXF/27gezbJegGB+83EDoWLlyoSZMmacKECZKkJUuW6MMPP9Ty5cs1c+bMOuNfffVVm/t//etf9dZbbykvL09jx46VJD344IO69tpr9eSTT1rG9ezZ0+Zx06dP1913323zHL1797b8d3R0tJKSkiz3z549q3fffVdTp05VRESEy68v0uWRAEKes8VqO46XuH2uzm0SNLhnstaVFtbp+/U3wi4ABE5VVZU2bdqkjIwMy7HIyEhlZGQoPz/fpXOcOnVKZ8+eVZs2bSRJNTU1+vDDD3X++ecrMzNTHTp0UFpamlatWmV5zJEjR7RhwwZ16NBB6enpSkxM1JVXXqmvv/7a6fO89957+uGHHyzB3FUEXsAAvK3u1se67SEQCLsA4Dvl5eU2t8rKyjpjjh49qurqaiUmJtocT0xMVHFxsUvPc//996tTp06W0HzkyBGdPHlSjz/+uEaNGqVPP/1Uv/jFL/TLX/5SX3zxhSTpu+++kyTNmTNHkyZN0urVqzVgwABdddVV+u9//+vweZYtW6bMzEx1cfOviLQ0AAYwtEsXv4XejXvdu1qaL66uRtgF0BhEnzQpusbkl3NXn6o9b3KybdEiJydHc+bM8elzPf7443r99de1du1aS39uTU2NJOmGG27Q9OnTJUmpqalat26dlixZoiuvvNIy5re//a2lYnvJJZcoLy9Py5cv1/z5822e58CBA/rkk0/097//3e05EniBAEjt01Fb1n0bEls0SVK39RsUe7zM5ljsiRM29w8eK9PGvUUe9fB62r8bqB0ZCLsAGouioiLFx8db7sfExNQZ065dO0VFRamkxLb9raSkxKZ/1pEFCxbo8ccf12effaaLL77Y5pxNmjRR3759bcb36dPH0rLQsWPt/wY7GlNYWLeV7qWXXlLbtm3185//vN45OULgBULckO6dVbB5n0s7NWzeWeSwj7dfK9s/U/X+LE+9P8tr8Hzuhl1vFqsFakcGwi6AxiQ+Pt4m8DoSHR2tgQMHKi8vT6NHj5ZUW6HNy8vTlClTnD7uySef1GOPPaZPPvmkzo4J0dHRGjx4sHbv3m1z/Ntvv1W3bt0kSSkpKerUqZPDMddcc43NMZPJpJdeekljx45V06ZN6309jhB4AYPwdVtDcosEuda5VcubVoZA9e0SdgHAsezsbI0bN06DBg3SkCFDtGjRIlVUVFhaDcaOHavOnTtb2gyeeOIJzZ49W6+99ppSUlIsvb4tW7ZUy5YtJUkzZszQmDFjdMUVV2jEiBFavXq13n//fa1du1aSFBERoRkzZignJ0f9+/dXamqqVqxYoV27dunNN9+0md/nn3+u77//Xr/5jWfbZRJ4gUbIvA+vdK5Ht13pET0z/W6vzuvNVmSEXQAInjFjxqi0tFSzZ89WcXGxUlNTtXr1astCtsLCQsveuJL0wgsvqKqqSr/61a9szmPdI/yLX/xCS5Ys0fz583X33Xerd+/eeuutt3TZZZdZxk+bNk1nzpzR9OnTdezYMfXv319r1qyps33ZsmXLlJ6ergsuuMCj10fgBQLoGy/6eLd62dZgz3oxWnr7roqrdv9PRNbPGcp9u4RdAGjYlClTnLYwmKuyZvv27XPpnHfeeafuvPPOesfMnDnT4V6/1l577TWXns8ZtiUDAsSbsOVqIHQ1dH5/5Jik2qDr7eWEfdHK4E+EXQAAFV6gEeoV11Y/eRl0rXlS3Q1E3y5hFwAgUeEFDMkXe+EG4nkIuwCAQCDwAmFiSPfOLrUAeLNwzB3msOtNdddfCLsAAGu0NAABFKwLUBzqP0CLP1lX75gTSR0bHGMvFFsZCLsAAHtUeAEDGtqli1/bGkK1lYGwCwBwJCwC7759+zRx4kR1795dzZo1U8+ePZWTk6OqqqpgTw0IOHfaAfwRekO1lYGwCwBwJiwC765du1RTU6O//OUv2rFjh55++mktWbJEDzzwQLCnBnjEHM7cZa6MutPL68vQ64uw64/qLmEXAFCfsAi8o0aN0ksvvaSRI0eqR48e+vnPf64//OEPevvtt4M9NcBt5lAWTqF3884iy8UlPA27Q7p3JuwCAIIibBetlZWVqU2bNvWOqaysVGVlpeV+eXm5v6cFuCS1T0dt2XnY48cP6d5ZBd8fdGns0C5dtP7AAZevwOYsHIdaVVci7AIAXBOWgXfPnj167rnntGDBgnrHzZ8/X3Pnzg3QrAD3eXOp4SHdO6vAxcsNm8Pq+v+F2QF9kuut+vpiazPCLgAgVAS1pWHmzJmKiIio97Zr1y6bxxw8eFCjRo3STTfdpEmTJtV7/lmzZqmsrMxyKyoKzGb8gCt8FdS2bt7n8mIw+xYHc4uC/c0Xc5IIuwCA0BDUCu+9996r8ePH1zumR48elv8+dOiQRowYofT0dC1durTB88fExCgmJsbbaQJ+4+2+vOZAWfD9QW11s9rrD1wuGAAQioIaeNu3b6/27du7NPbgwYMaMWKEBg4cqJdeekmRkWGx3g5wiTetDZJV8P1f4HQl+PqSdYWZsAsACDVh0cN78OBBDR8+XN26ddOCBQtUWlpq+VlSUlIQZwZ4z9sFbNbMi9m2Bij4BiroSoRdAIDnwiLwrlmzRnv27NGePXvUxe7PsSaTKUizAnzHl5cc9qTNwROBaF8wI+wCALwRFoF3/PjxDfb6AkbgbWuDNX+1OQQy6Eq17wlBFwDgjbAIvEBj4MvWBmu+anMIZPuCRFUXAOA7BF4ghPiytcGafZuDt+fxN8IuAMCXCLxACPJla4O1QAVWbxB2AQC+xt5eQIgxBz1z8GtMCLsAAH8g8AIhqLGF3m/WfUvYBQD4DS0NQIgyB78t/wuC/mhxCAUEXQCAv1HhBUKcUau9VHUBAIFC4AXCgNFCr3XQJewCAPyNwAuECSOEXqq6AIBgIPACYSScQy9VXQBAsBB4gTATbqHXXNUl6AIAgoVdGoAwFA47OFgHcoIuACCYCLxAGLMPvmbBCsD2VWeCLgAgFBB4AQOwDpZbdh62CZ7+DL+O2ioIuQCAUEPgBQzGPnD6svpLwAUAhCMCL2Bw9VV/vTkXAADhgsALNCIEVgBAY8S2ZAAAADA0Ai8AAAAMjcALAAAAQyPwAgAAwNAIvAAAADA0Ai8AAAAMjcALAAAAQyPwAgAAwNAIvAAAADA0Ai8AAAAMjcALAAAAQyPwAgAAQIsXL1ZKSopiY2OVlpamgoICp2N37NihG2+8USkpKYqIiNCiRYvqjDH/zP6WlZUlSdq3b5/Dn0dEROiNN96wnGfjxo266qqr1KpVK7Vu3VqZmZnaunWrW6+NwAsAANDI5ebmKjs7Wzk5Odq8ebP69++vzMxMHTlyxOH4U6dOqUePHnr88ceVlJTkcMzGjRt1+PBhy23NmjWSpJtuukmSlJycbPPzw4cPa+7cuWrZsqWuueYaSdLJkyc1atQode3aVRs2bNDXX3+tuLg4ZWZm6uzZsy6/PgIvAABAI7dw4UJNmjRJEyZMUN++fbVkyRI1b95cy5cvdzh+8ODBeuqpp3TLLbcoJibG4Zj27dsrKSnJcvvggw/Us2dPXXnllZKkqKgom58nJSXpnXfe0c0336yWLVtKknbt2qVjx45p3rx56t27t/r166ecnByVlJRo//79Lr8+Ai8AAEAjVlVVpU2bNikjI8NyLDIyUhkZGcrPz/fZc6xcuVJ33nmnIiIiHI7ZtGmTtmzZookTJ1qO9e7dW23bttWyZctUVVWl06dPa9myZerTp49SUlJcfn4CLwAAgEGVl5fb3CorK+uMOXr0qKqrq5WYmGhzPDExUcXFxT6Zx6pVq3T8+HGNHz/e6RhzkE1PT7cci4uL09q1a7Vy5Uo1a9ZMLVu21OrVq/Xxxx+rSZMmLj8/gRcAACAIYo6fVcyPfrodr+1vTU5OVkJCguU2f/78oLzWZcuW6ZprrlGnTp0c/vz06dN67bXXbKq75uMTJ07UpZdeqvXr1+uf//ynLrzwQl133XU6ffq0y8/vejQGAABAWCkqKlJ8fLzlvqN+23bt2ikqKkolJSU2x0tKSpwuSHPH/v379dlnn+ntt992OubNN9/UqVOnNHbsWJvjr732mvbt26f8/HxFRkZajrVu3VrvvvuubrnlFpfmQIUXAADAoOLj421ujgJvdHS0Bg4cqLy8PMuxmpoa5eXladiwYV7P4aWXXlKHDh103XXXOR2zbNky/fznP1f79u1tjp86dUqRkZE2fb/m+zU1NS7PgcALAADQyGVnZ+vFF1/UihUrtHPnTt11112qqKjQhAkTJEljx47VrFmzLOOrqqq0ZcsWbdmyRVVVVTp48KC2bNmiPXv22Jy3pqZGL730ksaNG+e053bPnj368ssv9Zvf/KbOz66++mr9+OOPysrK0s6dO7Vjxw5NmDBBTZo00YgRI1x+fbQ0AAAANHJjxoxRaWmpZs+ereLiYqWmpmr16tWWhWyFhYWWlgJJOnTokC655BLL/QULFmjBggW68sortXbtWsvxzz77TIWFhbrzzjudPvfy5cvVpUsXjRw5ss7PLrjgAr3//vuaO3euhg0bpsjISF1yySVavXq1Onbs6PLrizCZTCaXR4e58vJyJSQkaOm8XDWLbR7s6QAAAB84feaUJs8eo7KyMpt+1VBlziNLnv1QzZq18MtznD5dod/dfV3YvCf+RksDAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAEMj8AIAAMDQCLwAAAAwNAIvAAAADI3ACwAAAC1evFgpKSmKjY1VWlqaCgoK6h3/xhtv6IILLlBsbKwuuugiffTRRzY/P3nypKZMmaIuXbqoWbNm6tu3r5YsWWIzpri4WHfccYeSkpLUokULDRgwQG+99ZbNmM2bN+vqq69Wq1at1LZtW02ePFknT55067UReAEAABq53NxcZWdnKycnR5s3b1b//v2VmZmpI0eOOBy/bt063XrrrZo4caL+/e9/a/To0Ro9erS2b99uGZOdna3Vq1dr5cqV2rlzp6ZNm6YpU6bovffes4wZO3asdu/erffee0/btm3TL3/5S918883697//LUk6dOiQMjIy1KtXL23YsEGrV6/Wjh07NH78eLdeH4EXAACgkVu4cKEmTZqkCRMmWCqxzZs31/Llyx2Of+aZZzRq1CjNmDFDffr00SOPPKIBAwbo+eeft4xZt26dxo0bp+HDhyslJUWTJ09W//79bSrH69at09SpUzVkyBD16NFDDz30kFq1aqVNmzZJkj744AM1bdpUixcvVu/evTV48GAtWbJEb731lvbs2ePy6yPwAgAANGJVVVXatGmTMjIyLMciIyOVkZGh/Px8h4/Jz8+3GS9JmZmZNuPT09P13nvv6eDBgzKZTPrHP/6hb7/9ViNHjrQZk5ubq2PHjqmmpkavv/66zpw5o+HDh0uSKisrFR0drcjIc5G1WbNmkqSvv/7a5ddI4AUAADCo8vJym1tlZWWdMUePHlV1dbUSExNtjicmJqq4uNjheYuLixsc/9xzz6lv377q0qWLoqOjNWrUKC1evFhXXHGFZczf//53nT17Vm3btlVMTIx++9vf6p133lGvXr0kSf/3f/+n4uJiPfXUU6qqqtKPP/6omTNnSpIOHz7s8vvQxOWRAAAA8JnI4ycVeabGP+c+c0qSlJycbHM8JydHc+bM8ctz2nvuuee0fv16vffee+rWrZu+/PJLZWVlqVOnTpbq8MMPP6zjx4/rs88+U7t27bRq1SrdfPPN+uqrr3TRRRepX79+WrFihbKzszVr1ixFRUXp7rvvVmJiok3VtyFhF3grKyuVlpamrVu36t///rdSU1ODPSUAAICQVFRUpPj4eMv9mJiYOmPatWunqKgolZSU2BwvKSlRUlKSw/MmJSXVO/706dN64IEH9M477+i6666TJF188cXasmWLFixYoIyMDO3du1fPP/+8tm/frn79+kmS+vfvr6+++kqLFy+27Ohw22236bbbblNJSYlatGihiIgILVy4UD169HD5fQi7lob77rtPnTp1CvY0AAAAQl58fLzNzVHgjY6O1sCBA5WXl2c5VlNTo7y8PA0bNszheYcNG2YzXpLWrFljGX/27FmdPXu2ThU2KipKNTW1Ve1Tp2qr0PWNsZaYmKiWLVsqNzdXsbGxuvrqqxt6+RZhVeH9+OOP9emnn+qtt97Sxx9/HOzpAAAAGEJ2drbGjRunQYMGaciQIVq0aJEqKio0YcIESbXbh3Xu3Fnz58+XJN1zzz268sor9ac//UnXXXedXn/9df3rX//S0qVLJdUG7SuvvFIzZsxQs2bN1K1bN33xxRf629/+poULF0qSLrjgAvXq1Uu//e1vtWDBArVt21arVq3SmjVr9MEHH1jm9vzzzys9PV0tW7bUmjVrNGPGDD3++ONq1aqVy68vbAJvSUmJJk2apFWrVql58+YuPaaystKmObu8vNxf0wMAAAhbY8aMUWlpqWbPnq3i4mKlpqZq9erVloVphYWFNpXY9PR0vfbaa3rooYf0wAMP6LzzztOqVat04YUXWsa8/vrrmjVrlm6//XYdO3ZM3bp102OPPabf/e53kqSmTZvqo48+0syZM3X99dfr5MmT6tWrl1asWKFrr73Wcp6CggLl5OTo5MmTuuCCC/SXv/xFd9xxh1uvL8JkMpm8eYMCwWQy6dprr9Wll16qhx56SPv27VP37t0b7OGdM2eO5s6dW+f40nm5ahbrWmgGAACh7fSZU5o8e4zKysps+lVDVXl5uRISEvyaR8LtPfG3oPbwzpw5UxEREfXedu3apeeee04nTpzQrFmz3Dr/rFmzVFZWZrkVFRX56ZUAAAAgVAW1peHee+9t8NJwPXr00Oeff678/Pw6jdaDBg3S7bffrhUrVjh8bExMjMPmbAAAADQeQQ287du3V/v27Rsc9+yzz+rRRx+13D906JAyMzOVm5urtLQ0f04RAAAAYS4sFq117drV5n7Lli0lST179lSXLl2CMSUAAACEibDbhxcAAABwR1hUeO2lpKQoDDaXAAAAQAigwgsAAABDI/ACAADA0Ai8AAAAMDQCLwAAAAyNwAsAAABDI/ACAADA0Ai8AAAAMDQCLwAAAAyNwAsAAABDI/ACAADA0Ai8AAAAMDQCLwAAAAyNwAsAAABDI/ACAADA0Ai8AAAAMDQCLwAAAAyNwAsAAABDI/ACAADA0Ai8AAAAMDQCLwAAAAyNwAsAAABDI/ACAADA0Ai8AAAAMDQCLwAAAAyNwAsAAABDI/ACAADA0Ai8AAAAMDQCLwAAAAyNwAsAAABDI/ACAADA0Ai8AAAAMDQCLwAAAAyNwAsAAABDI/ACAADA0Ai8AAAAMDQCLwAAAAyNwAsAAABDI/ACAADA0Ai8AAAAMDQCLwAAALR48WKlpKQoNjZWaWlpKigoqHf8G2+8oQsuuECxsbG66KKL9NFHH9n83GQyafbs2erYsaOaNWumjIwM/fe//7UZc+zYMd1+++2Kj49Xq1atNHHiRJ08edJmzDfffKPLL79csbGxSk5O1pNPPun2ayPwAgAANHK5ubnKzs5WTk6ONm/erP79+yszM1NHjhxxOH7dunW69dZbNXHiRP373//W6NGjNXr0aG3fvt0y5sknn9Szzz6rJUuWaMOGDWrRooUyMzN15swZy5jbb79dO3bs0Jo1a/TBBx/oyy+/1OTJky0/Ly8v18iRI9WtWzdt2rRJTz31lObMmaOlS5e69foiTCaTyc33JGyVl5crISFBS+flqlls82BPBwAA+MDpM6c0efYYlZWVKT4+PtjTaVAg8oi770laWpoGDx6s559/XpJUU1Oj5ORkTZ06VTNnzqwzfsyYMaqoqNAHH3xgOTZ06FClpqZqyZIlMplM6tSpk+6991794Q9/kCSVlZUpMTFRL7/8sm655Rbt3LlTffv21caNGzVo0CBJ0urVq3XttdfqwIED6tSpk1544QU9+OCDKi4uVnR0tCRp5syZWrVqlXbt2uXy+0GFFwAAoBGrqqrSpk2blJGRYTkWGRmpjIwM5efnO3xMfn6+zXhJyszMtIz//vvvVVxcbDMmISFBaWlpljH5+flq1aqVJexKUkZGhiIjI7VhwwbLmCuuuMISds3Ps3v3bv34448uv8YmLo80AHMx+/SZU0GeCQAA8BXzv+vh9kdrf+YR87nLy8ttjsfExCgmJsbm2NGjR1VdXa3ExESb44mJiU6rqMXFxQ7HFxcXW35uPlbfmA4dOtj8vEmTJmrTpo3NmO7du9c5h/lnrVu3djg/e40q8J44cUKSdM8fJwR5JgAAwNdOnDihhISEYE+jQdHR0UpKSvJ7HmnZsqWSk5NtjuXk5GjOnDl+fd5Q1KgCb6dOnVRUVKS4uDhFREQEezoeKy8vV3JysoqKisKiV6kx4DMJPXwmoYfPJPQY5TMxmUw6ceKEOnXqFOypuCQ2Nlbff/+9qqqq/Po8JpOpTt6xr+5KUrt27RQVFaWSkhKb4yUlJUpKSnJ47qSkpHrHm/9vSUmJOnbsaDMmNTXVMsZ+UdxPP/2kY8eO2ZzH0fNYP4crGlXgjYyMVJcuXYI9DZ+Jj48P6/+BMiI+k9DDZxJ6+ExCjxE+k3Co7FqLjY1VbGxssKchqbbiPHDgQOXl5Wn06NGSahet5eXlacqUKQ4fM2zYMOXl5WnatGmWY2vWrNGwYcMkSd27d1dSUpLy8vIsAbe8vFwbNmzQXXfdZTnH8ePHtWnTJg0cOFCS9Pnnn6umpkZpaWmWMQ8++KDOnj2rpk2bWp6nd+/eLrczSCxaAwAAaPSys7P14osvasWKFdq5c6fuuusuVVRUaMKE2raLsWPHatasWZbx99xzj1avXq0//elP2rVrl+bMmaN//etfloAcERGhadOm6dFHH9V7772nbdu2aezYserUqZMlVPfp00ejRo3SpEmTVFBQoH/+85+aMmWKbrnlFku1/rbbblN0dLQmTpyoHTt2KDc3V88884yys7Pden2NqsILAACAusaMGaPS0lLNnj1bxcXFSk1N1erVqy0LxAoLCxUZea5Omp6ertdee00PPfSQHnjgAZ133nlatWqVLrzwQsuY++67TxUVFZo8ebKOHz+uyy67TKtXr7apbL/66quaMmWKrrrqKkVGRurGG2/Us88+a/l5QkKCPv30U2VlZWngwIFq166dZs+ebbNXrysa1T68RlFZWan58+dr1qxZDntxEHh8JqGHzyT08JmEHj4TNBYEXgAAABgaPbwAAAAwNAIvAAAADI3ACwAAAEMj8BpEZWWlUlNTFRERoS1btgR7Oo3Wvn37NHHiRHXv3l3NmjVTz549lZOT4/fNxWFr8eLFSklJUWxsrNLS0lRQUBDsKTVa8+fP1+DBgxUXF6cOHTpo9OjR2r17d7CnBSuPP/64ZQspwKgIvAZx3333hc0VZoxs165dqqmp0V/+8hft2LFDTz/9tJYsWaIHHngg2FNrNHJzc5Wdna2cnBxt3rxZ/fv3V2ZmZp2r+SAwvvjiC2VlZWn9+vVas2aNzp49q5EjR6qioiLYU4OkjRs36i9/+YsuvvjiYE8F8Ct2aTCAjz/+WNnZ2XrrrbfUr18//fvf/7Zc1QTB99RTT+mFF17Qd999F+ypNAppaWkaPHiwnn/+eUm1VwtKTk7W1KlTNXPmzCDPDqWlperQoYO++OILXXHFFcGeTqN28uRJDRgwQH/+85/16KOPKjU1VYsWLQr2tAC/oMIb5kpKSjRp0iS98sorat68ebCnAwfKysrUpk2bYE+jUaiqqtKmTZuUkZFhORYZGamMjAzl5+cHcWYwKysrkyT+fyIEZGVl6brrrrP5/xfAqLjSWhgzmUwaP368fve732nQoEHat29fsKcEO3v27NFzzz2nBQsWBHsqjcLRo0dVXV1tuTKQWWJionbt2hWkWcGspqZG06ZN06WXXmpzNSYE3uuvv67Nmzdr48aNwZ4KEBBUeEPQzJkzFRERUe9t165deu6553TixAmba1vDP1z9TKwdPHhQo0aN0k033aRJkyYFaeZA6MjKytL27dv1+uuvB3sqjVpRUZHuuecevfrqqzaXeAWMjB7eEFRaWqoffvih3jE9evTQzTffrPfff18RERGW49XV1YqKitLtt9+uFStW+HuqjYarn0l0dLQk6dChQxo+fLiGDh2ql19+2eb64/CfqqoqNW/eXG+++aZGjx5tOT5u3DgdP35c7777bvAm18hNmTJF7777rr788kt179492NNp1FatWqVf/OIXioqKshyrrq5WRESEIiMjVVlZafMzwAgIvGGssLBQ5eXllvuHDh1SZmam3nzzTaWlpalLly5BnF3jdfDgQY0YMUIDBw7UypUr+YcjwNLS0jRkyBA999xzkmr/jN61a1dNmTKFRWtBYDKZNHXqVL3zzjtau3atzjvvvGBPqdE7ceKE9u/fb3NswoQJuuCCC3T//ffTbgJDooc3jHXt2tXmfsuWLSVJPXv2JOwGycGDBzV8+HB169ZNCxYsUGlpqeVnSUlJQZxZ45Gdna1x48Zp0KBBGjJkiBYtWqSKigpNmDAh2FNrlLKysvTaa6/p3XffVVxcnIqLiyVJCQkJatasWZBn1zjFxcXVCbUtWrRQ27ZtCbswLAIv4ENr1qzRnj17tGfPnjq/dPDHlMAYM2aMSktLNXv2bBUXFys1NVWrV6+us5ANgfHCCy9IkoYPH25z/KWXXtL48eMDPyEAjRItDQAAADA0VtIAAADA0Ai8AAAAMDQCLwAAAAyNwAsAAABDI/ACAADA0Ai8AAAAMDQCLwAAAAyNwAsAAABDI/ACAADA0Ai8AAAAMDQCLwAAAAyNwAvAMEpLS5WUlKQ//vGPlmPr1q1TdHS08vLygjgzAEAwRZhMJlOwJwEAvvLRRx9p9OjRWrdunXr37q3U1FTdcMMNWrhwYbCnBgAIEgIvAMPJysrSZ599pkGDBmnbtm3auHGjYmJigj0tAECQEHgBGM7p06d14YUXqqioSJs2bdJFF10U7CkBAIKIHl4AhrN3714dOnRINTU12rdvX7CnAwAIMiq8AAylqqpKQ4YMUWpqqnr37q1FixZp27Zt6tChQ7CnBgAIEgIvAEOZMWOG3nzzTW3dulUtW7bUlVdeqYSEBH3wwQfBnhoAIEhoaQBgGGvXrtWiRYv0yiuvKD4+XpGRkXrllVf01Vdf6YUXXgj29AAAQUKFFwAAAIZGhRcAAACGRuAFAACAoRF4AQAAYGgEXgAAABgagRcAAACGRuAFAACAoRF4AQAAYGgEXgAAABgagRcAAACGRuAFAACAoRF4AQAAYGgEXgAAABja/wdNRWj1dNJr4gAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "from gbasis.evals.density import evaluate_density\n", + "\n", + "# Compute expected electron density using GBasis\n", + "rho = evaluate_density(rdm, ao_basis, points)\n", + "print(f\"Electron density shape: {rho.shape}\")\n", + "print(f\"Electron density is positive definite: {np.all(rho >= 0)}\")\n", + "\n", + "# plot the electron density\n", + "fig = plt.figure(figsize=(9, 6))\n", + "ax1 = fig.add_subplot(111, aspect=\"equal\")\n", + "# Plot the electron density as contour plot\n", + "ax1.set_title(\"Electron Density\")\n", + "ax1.set_xlabel(\"x\")\n", + "ax1.set_ylabel(\"y\")\n", + "\n", + "X = points[:, 0].reshape(plt_pts, plt_pts)\n", + "Y = points[:, 1].reshape(plt_pts, plt_pts)\n", + "Z = rho.reshape(plt_pts, plt_pts)\n", + "# Add contour plot of the electron density\n", + "plt.contourf(X, Y, Z, 10, cmap=\"viridis\", alpha=0.5, levels=np.linspace(0, 0.8, 10))\n", + "plt.colorbar()\n", + "\n", + "# Add atomic symbols to the plots\n", + "symbols = [\"O\", \"C\", \"H\", \"H\"]\n", + "xy_coords = atcoords[:, :2]\n", + "for coord, symbol in zip(xy_coords, symbols):\n", + " ax1.text(\n", + " coord[0],\n", + " coord[1],\n", + " symbol,\n", + " color=\"red\",\n", + " ha=\"center\",\n", + " va=\"center\",\n", + " fontsize=14,\n", + " fontweight=\"bold\",\n", + " )\n", + "\n", + "plt.tight_layout() # Adjust layout for better spacing\n", + "plt.show()" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from gbasis.evals.density import evaluate_density_gradient\n", - "\n", - "# compute the gradient of the electron density\n", - "rho_grad = evaluate_density_gradient(rdm, ao_basis, points)\n", - "print(f\"Shape of the gradient of the electron density: {rho_grad.shape} (npoints, 3)\")\n", - "\n", - "# plot the gradient of the electron density\n", - "rho_grad_norm = np.linalg.norm(rho_grad, axis=1)\n", - "\n", - "# use fixed length for the gradient vectors\n", - "grad_length = 0.2\n", - "rho_grad_sc = rho_grad / np.linalg.norm(rho_grad, axis=1)[:, None] * grad_length\n", - "\n", - "fig = plt.figure(figsize=(8, 6))\n", - "ax1 = fig.add_subplot(111, aspect=\"equal\")\n", - "\n", - "# Plot the interpolated electron density as a 2D heatmap with specified color scale limits\n", - "heatmap = ax1.imshow(\n", - " rho_grad_norm.reshape(plt_pts, plt_pts),\n", - " cmap=\"viridis\",\n", - " interpolation=\"bilinear\",\n", - " extent=plt_lmts,\n", - " vmin=0,\n", - " vmax=0.8,\n", - ")\n", - "cbar = plt.colorbar(heatmap, ax=ax1)\n", - "cbar.ax.tick_params(labelsize=14)\n", - "cbar.ax.set_ylabel(\"Electron Density Gradient Norm \", fontsize=14)\n", - "\n", - "# Plot the vectorial map (omit the z-component) of the analytical gradient\n", - "ax1.quiver(\n", - " points[:, 0],\n", - " points[:, 1],\n", - " rho_grad_sc[:, 0],\n", - " rho_grad_sc[:, 1],\n", - " color=\"w\",\n", - " angles=\"xy\",\n", - " scale_units=\"xy\",\n", - " scale=1,\n", - ")\n", - "\n", - "# Adjust the limits to fit your data and set labels and title\n", - "# Add atomic symbols to the plots\n", - "symbols = [\"O\", \"C\", \"H\", \"H\"]\n", - "xy_coords = atcoords[:, :2]\n", - "for coord, symbol in zip(xy_coords, symbols):\n", - " ax1.text(\n", - " coord[0],\n", - " coord[1],\n", - " symbol,\n", - " color=\"red\",\n", - " ha=\"center\",\n", - " va=\"center\",\n", - " fontsize=14,\n", - " fontweight=\"bold\",\n", - " )\n", - "\n", - "plt.tight_layout() # Adjust layout for better spacing\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "3c73e2d1", - "metadata": {}, - "source": [ - "### Hessian of the Electron Density\n", - "\n", - "The hessian of the electron density is defined as:\n", - "\n", - "$$\n", - "\\begin{equation*}\n", - " H[\\rho(\\mathbf{r}_n)]\n", - " =\n", - " \\begin{bmatrix}\n", - " \\frac{\\partial^2}{\\partial x^2} \\rho(\\mathbf{r}_n) &\n", - " \\frac{\\partial^2}{\\partial x \\partial y} \\rho(\\mathbf{r}_n) &\n", - " \\frac{\\partial^2}{\\partial x \\partial z} \\rho(\\mathbf{r}_n)\\\\\\\\\n", - " \\frac{\\partial^2}{\\partial x \\partial y} \\rho(\\mathbf{r}_n) &\n", - " \\frac{\\partial^2}{\\partial y^2} \\rho(\\mathbf{r}_n)&\n", - " \\frac{\\partial^2}{\\partial y \\partial z} \\rho(\\mathbf{r}_n)\\\\\\\\\n", - " \\frac{\\partial^2}{\\partial x \\partial z} \\rho(\\mathbf{r}_n) &\n", - " \\frac{\\partial^2}{\\partial z^2} \\rho(\\mathbf{r}_n)&\n", - " \\frac{\\partial^2}{\\partial x \\partial z} \\rho(\\mathbf{r}_n)\\\\\n", - " \\end{bmatrix}\\\\\n", - "\\end{equation*}\n", - "$$\n", - "\n", - "This property is also supported by `gbasis` and is widely used in the study of molecular properties. For example, the electron density $\\rho(\\mathbf{r})$, its gradient $\\nabla \\rho(\\mathbf{r})$ and the hessian $H[\\rho(\\mathbf{r})]$ are all the required elements to perform an analysis of the critical points of the electron density.\n", - "\n", - "This property can be evaluated in a grid of points using the [`evaluate_density_hessian`](http://gbasis.qcdevs.org/_autosummary/gbasis.evals.html?highlight=evaluate_density#gbasis.evals.density.evaluate_density_hessian)." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "cff4a0bf", - "metadata": {}, - "outputs": [ + }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "The hessians have shape (1600, 3, 3)\n", - " - The first index is the point index: 1600 points\n", - " - The second are the x, y, z derivative components of the hessian: 3 components\n", - " - The third is the x, y, z derivative components of the hessian: 3 components\n", - "The hessians are symmetric: True\n" - ] - } - ], - "source": [ - "from gbasis.evals.density import evaluate_density_hessian\n", - "\n", - "rho_hess = evaluate_density_hessian(rdm, ao_basis, points)\n", - "\n", - "print(f\"The hessians have shape {rho_hess.shape}\")\n", - "print(f\" - The first index is the point index: {rho_hess.shape[0]} points\")\n", - "print(f\" - The second are the x, y, z derivative components of the hessian: {rho_hess.shape[1]} components\")\n", - "print(f\" - The third is the x, y, z derivative components of the hessian: {rho_hess.shape[2]} components\")\n", - "print(f\"The hessians are symmetric: {np.allclose(rho_hess, rho_hess.transpose(0, 2, 1))}\")" - ] - }, - { - "cell_type": "markdown", - "id": "b01785ee", - "metadata": {}, - "source": [ - "### Laplacian of the Electron Density\n", - "\n", - "The Laplacian of the electron density $\\nabla\\rho(r)$ corresponds to the trace of the Hessian of $\\rho$ and is an important property commonly used in the analysis of chemical bonding.\n", - "\n", - "$$\n", - "\\begin{equation*}\n", - " \\nabla^2 \\rho(\\mathbf{r}_n)\n", - " =\n", - " \\frac{\\partial^2}{\\partial x^2} \\rho(\\mathbf{r}_n)\n", - " + \\frac{\\partial^2}{\\partial y^2} \\rho(\\mathbf{r}_n)\n", - " + \\frac{\\partial^2}{\\partial z^2} \\rho(\\mathbf{r}_n)\n", - "\\end{equation*}\n", - "$$\n", - "\n", - " - A positive Laplacian indicates a region of space where the kinetic energy density is dominant and charge is depleted.\n", - " - A negative Laplacian indicates a region of space where the potential energy is dominant and charge is accumulated.\n", - "\n", - "The Laplacian can be used then to understand the formation of chemical bonds, for example, by pairing regions of negative Laplacian from the base with regions of positive Laplacian from the acid. This property can be evaluated using the [`evaluate_density_laplacian`](http://gbasis.qcdevs.org/_autosummary/gbasis.evals.html?highlight=evaluate_density#gbasis.evals.density.evaluate_density_laplacian) function. The following example shows how to evaluate the Laplacian of the electron density and plot it on the molecular plane. The Laplacian is represented as a scalar field, where the color represents the magnitude of the Laplacian." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "288134cd", - "metadata": {}, - "outputs": [ + "cell_type": "markdown", + "id": "90785d6a", + "metadata": {}, + "source": [ + "### Gradient of the Electron Density\n", + "\n", + "`gbasis` also supports the evaluation of the gradient of the electron density. \n", + "\n", + "$$\n", + "\\begin{equation*}\n", + " \\nabla \\rho(\\mathbf{r}_n)\n", + " =\n", + " \\begin{bmatrix}\n", + " \\frac{\\partial}{\\partial x} \\rho(\\mathbf{r}_n)\\\\\\\\\n", + " \\frac{\\partial}{\\partial y} \\rho(\\mathbf{r}_n)\\\\\\\\\n", + " \\frac{\\partial}{\\partial z} \\rho(\\mathbf{r}_n)\n", + " \\end{bmatrix}\\\\\n", + "\\end{equation*}\n", + "$$\n", + "\n", + "This can be evaluated in a grid of points using the [`evaluate_density_gradient`](http://gbasis.qcdevs.org/_autosummary/gbasis.evals.html?highlight=evaluate_density#gbasis.evals.density.evaluate_density_gradient).\n", + "\n", + "The following example shows how to evaluate the gradient of the electron density and plot it on the molecular plane. The gradient is represented as a vector field, where the length of the arrows in the representation fixed and the color represents the magnitude of the gradient." + ] + }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "Laplacian of the Electron Density have shape (1600,) (one value per point)\n" - ] + "cell_type": "code", + "execution_count": 11, + "id": "f33a27a6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Shape of the gradient of the electron density: (1600, 3) (npoints, 3)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from gbasis.evals.density import evaluate_density_gradient\n", + "\n", + "# compute the gradient of the electron density\n", + "rho_grad = evaluate_density_gradient(rdm, ao_basis, points)\n", + "print(f\"Shape of the gradient of the electron density: {rho_grad.shape} (npoints, 3)\")\n", + "\n", + "# plot the gradient of the electron density\n", + "rho_grad_norm = np.linalg.norm(rho_grad, axis=1)\n", + "\n", + "# use fixed length for the gradient vectors\n", + "grad_length = 0.2\n", + "rho_grad_sc = rho_grad / np.linalg.norm(rho_grad, axis=1)[:, None] * grad_length\n", + "\n", + "fig = plt.figure(figsize=(8, 6))\n", + "ax1 = fig.add_subplot(111, aspect=\"equal\")\n", + "\n", + "# Plot the interpolated electron density as a 2D heatmap with specified color scale limits\n", + "heatmap = ax1.imshow(\n", + " rho_grad_norm.reshape(plt_pts, plt_pts),\n", + " cmap=\"viridis\",\n", + " interpolation=\"bilinear\",\n", + " extent=plt_lmts,\n", + " vmin=0,\n", + " vmax=0.8,\n", + ")\n", + "cbar = plt.colorbar(heatmap, ax=ax1)\n", + "cbar.ax.tick_params(labelsize=14)\n", + "cbar.ax.set_ylabel(\"Electron Density Gradient Norm \", fontsize=14)\n", + "\n", + "# Plot the vectorial map (omit the z-component) of the analytical gradient\n", + "ax1.quiver(\n", + " points[:, 0],\n", + " points[:, 1],\n", + " rho_grad_sc[:, 0],\n", + " rho_grad_sc[:, 1],\n", + " color=\"w\",\n", + " angles=\"xy\",\n", + " scale_units=\"xy\",\n", + " scale=1,\n", + ")\n", + "\n", + "# Adjust the limits to fit your data and set labels and title\n", + "# Add atomic symbols to the plots\n", + "symbols = [\"O\", \"C\", \"H\", \"H\"]\n", + "xy_coords = atcoords[:, :2]\n", + "for coord, symbol in zip(xy_coords, symbols):\n", + " ax1.text(\n", + " coord[0],\n", + " coord[1],\n", + " symbol,\n", + " color=\"red\",\n", + " ha=\"center\",\n", + " va=\"center\",\n", + " fontsize=14,\n", + " fontweight=\"bold\",\n", + " )\n", + "\n", + "plt.tight_layout() # Adjust layout for better spacing\n", + "plt.show()" + ] }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" + "cell_type": "markdown", + "id": "3c73e2d1", + "metadata": {}, + "source": [ + "### Hessian of the Electron Density\n", + "\n", + "The hessian of the electron density is defined as:\n", + "\n", + "$$\n", + "\\begin{equation*}\n", + " H[\\rho(\\mathbf{r}_n)]\n", + " =\n", + " \\begin{bmatrix}\n", + " \\frac{\\partial^2}{\\partial x^2} \\rho(\\mathbf{r}_n) &\n", + " \\frac{\\partial^2}{\\partial x \\partial y} \\rho(\\mathbf{r}_n) &\n", + " \\frac{\\partial^2}{\\partial x \\partial z} \\rho(\\mathbf{r}_n)\\\\\\\\\n", + " \\frac{\\partial^2}{\\partial x \\partial y} \\rho(\\mathbf{r}_n) &\n", + " \\frac{\\partial^2}{\\partial y^2} \\rho(\\mathbf{r}_n)&\n", + " \\frac{\\partial^2}{\\partial y \\partial z} \\rho(\\mathbf{r}_n)\\\\\\\\\n", + " \\frac{\\partial^2}{\\partial x \\partial z} \\rho(\\mathbf{r}_n) &\n", + " \\frac{\\partial^2}{\\partial z^2} \\rho(\\mathbf{r}_n)&\n", + " \\frac{\\partial^2}{\\partial x \\partial z} \\rho(\\mathbf{r}_n)\\\\\n", + " \\end{bmatrix}\\\\\n", + "\\end{equation*}\n", + "$$\n", + "\n", + "This property is also supported by `gbasis` and is widely used in the study of molecular properties. For example, the electron density $\\rho(\\mathbf{r})$, its gradient $\\nabla \\rho(\\mathbf{r})$ and the hessian $H[\\rho(\\mathbf{r})]$ are all the required elements to perform an analysis of the critical points of the electron density.\n", + "\n", + "This property can be evaluated in a grid of points using the [`evaluate_density_hessian`](http://gbasis.qcdevs.org/_autosummary/gbasis.evals.html?highlight=evaluate_density#gbasis.evals.density.evaluate_density_hessian)." ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from gbasis.evals.density import evaluate_density_laplacian\n", - "\n", - "# compute the Laplacian of the electron density\n", - "rho_lapl = evaluate_density_laplacian(rdm, ao_basis, points)\n", - "print(f\"Laplacian of the Electron Density have shape {rho_lapl.shape} (one value per point)\")\n", - "\n", - "# plot the Laplacian of the electron density\n", - "fig = plt.figure(figsize=(10, 4))\n", - "ax1 = fig.add_subplot(121, aspect=\"equal\")\n", - "ax1.set_title(\"Laplacian of the Electron Density\")\n", - "ax1.set_xlabel(\"x\")\n", - "ax1.set_ylabel(\"y\")\n", - "\n", - "X = points[:, 0].reshape(plt_pts, plt_pts)\n", - "Y = points[:, 1].reshape(plt_pts, plt_pts)\n", - "Z = np.copy(rho_lapl.reshape(plt_pts, plt_pts))\n", - "Z[Z > 1] = 1\n", - "Z[Z < -1] = -1\n", - "\n", - "heatmap = ax1.imshow(Z, cmap=\"viridis\", interpolation=\"bilinear\", extent=plt_lmts, vmin=-1, vmax=1)\n", - "cbar = plt.colorbar(heatmap, ax=ax1)\n", - "cbar.ax.tick_params(labelsize=14)\n", - "cbar.ax.set_ylabel(\"Electron Density Laplacian\", fontsize=14)\n", - "\n", - "ax2 = fig.add_subplot(122, projection=\"3d\")\n", - "surf = ax2.plot_surface(X, Y, Z, cmap=\"viridis\", vmax=1, vmin=-1, linewidth=0.5, antialiased=True)\n", - "ax2.set_zlim(-1, 1)\n", - "ax2.view_init(30, 110, 0)\n", - "\n", - "# Add atomic symbols to the plots\n", - "symbols = [\"O\", \"C\", \"H\", \"H\"]\n", - "xy_coords = atcoords[:, :2]\n", - "for coord, symbol in zip(atcoords, symbols):\n", - " ax1.text(coord[0], coord[1], symbol, color=\"red\", ha=\"center\", va=\"center\", fontsize=14, fontweight=\"bold\")\n", - " ax2.text(coord[0], coord[1], coord[2], symbol, color=\"red\", ha=\"center\", va=\"center\", fontsize=14, fontweight=\"bold\")\n", - "\n", - "plt.tight_layout() # Adjust layout for better spacing\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "d8bd1c78", - "metadata": {}, - "source": [ - "### Arbitrary Derivatives of Density\n", - "\n", - "`gbasis` also supports the evaluation of arbitrary derivatives of the electron density.\n", - "\n", - "$$\\frac{\\partial^{L_x + L_y + L_z}}{\\partial x^{L_x} \\partial y^{L_y} \\partial z^{L_z}}\n", - " \\rho(\\mathbf{r}_n)\n", - " =\n", - " \\sum_{l_x=0}^{L_x} \\sum_{l_y=0}^{L_y} \\sum_{l_z=0}^{L_z}\n", - " \\binom{L_x}{l_x} \\binom{L_y}{l_y} \\binom{L_z}{l_z}\n", - " \\sum_{ij} \\gamma_{ij}\n", - " \\frac{\\partial^{l_x + l_y + l_z} \\rho(\\mathbf{r}_n)}{\\partial x^{l_x} \\partial y^{l_y} \\partial z^{l_z}}\n", - " \\frac{\n", - " \\partial^{L_x + L_y + L_z - l_x - l_y - l_z} \\rho(\\mathbf{r}_n)\n", - " }{\n", - " \\partial x^{L_x - l_x} \\partial y^{L_y - l_y} \\partial z^{L_z - l_z}\n", - " }$$\n", - " \n", - "\n", - "This is done using the [`evaluate_deriv_density`](http://gbasis.qcdevs.org/_autosummary/gbasis.evals.html?highlight=evaluate_density#gbasis.evals.density.evaluate_deriv_density) function from the 1-RDM and an array with the orders (x,y,z) of the derivative. The following example shows how to evaluate the different necessary derivatives of the electron density to reconstruct the gradient and Hessian of the electron density." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "b2eeb316", - "metadata": {}, - "outputs": [ + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "cff4a0bf", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The hessians have shape (1600, 3, 3)\n", + " - The first index is the point index: 1600 points\n", + " - The second are the x, y, z derivative components of the hessian: 3 components\n", + " - The third is the x, y, z derivative components of the hessian: 3 components\n", + "The hessians are symmetric: True\n" + ] + } + ], + "source": [ + "from gbasis.evals.density import evaluate_density_hessian\n", + "\n", + "rho_hess = evaluate_density_hessian(rdm, ao_basis, points)\n", + "\n", + "print(f\"The hessians have shape {rho_hess.shape}\")\n", + "print(f\" - The first index is the point index: {rho_hess.shape[0]} points\")\n", + "print(f\" - The second are the x, y, z derivative components of the hessian: {rho_hess.shape[1]} components\")\n", + "print(f\" - The third is the x, y, z derivative components of the hessian: {rho_hess.shape[2]} components\")\n", + "print(f\"The hessians are symmetric: {np.allclose(rho_hess, rho_hess.transpose(0, 2, 1))}\")" + ] + }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "Reconstructing the gradient using derivatives\n", - "Shape of the gradient of the electron density: (1600, 3)\n", - "Shape of the reconstructed gradient of the electron density: (1600, 3)\n", - "Reconstructed and original gradients equal: True\n", - "\n", - "Reconstructing the Hessian using derivatives\n", - "Shape of the hessian of the electron density: (1600, 3, 3)\n", - "Shape of the reconstructed Hessian of the electron density: (1600, 3, 3)\n", - "Reconstructed and original Hessian are equal: True\n", - "\n", - "Reconstructing the Laplacian using derivatives\n", - "Shape of the Laplacian of the electron density: (1600,)\n", - "Shape of the reconstructed Laplacian of the electron density: (1600,)\n", - "Reconstructed and original Laplacian are equal: True\n" - ] + "cell_type": "markdown", + "id": "b01785ee", + "metadata": {}, + "source": [ + "### Laplacian of the Electron Density\n", + "\n", + "The Laplacian of the electron density $\\nabla\\rho(r)$ corresponds to the trace of the Hessian of $\\rho$ and is an important property commonly used in the analysis of chemical bonding.\n", + "\n", + "$$\n", + "\\begin{equation*}\n", + " \\nabla^2 \\rho(\\mathbf{r}_n)\n", + " =\n", + " \\frac{\\partial^2}{\\partial x^2} \\rho(\\mathbf{r}_n)\n", + " + \\frac{\\partial^2}{\\partial y^2} \\rho(\\mathbf{r}_n)\n", + " + \\frac{\\partial^2}{\\partial z^2} \\rho(\\mathbf{r}_n)\n", + "\\end{equation*}\n", + "$$\n", + "\n", + " - A positive Laplacian indicates a region of space where the kinetic energy density is dominant and charge is depleted.\n", + " - A negative Laplacian indicates a region of space where the potential energy is dominant and charge is accumulated.\n", + "\n", + "The Laplacian can be used then to understand the formation of chemical bonds, for example, by pairing regions of negative Laplacian from the base with regions of positive Laplacian from the acid. This property can be evaluated using the [`evaluate_density_laplacian`](http://gbasis.qcdevs.org/_autosummary/gbasis.evals.html?highlight=evaluate_density#gbasis.evals.density.evaluate_density_laplacian) function. The following example shows how to evaluate the Laplacian of the electron density and plot it on the molecular plane. The Laplacian is represented as a scalar field, where the color represents the magnitude of the Laplacian." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "288134cd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Laplacian of the Electron Density have shape (1600,) (one value per point)\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from gbasis.evals.density import evaluate_density_laplacian\n", + "\n", + "# compute the Laplacian of the electron density\n", + "rho_lapl = evaluate_density_laplacian(rdm, ao_basis, points)\n", + "print(f\"Laplacian of the Electron Density have shape {rho_lapl.shape} (one value per point)\")\n", + "\n", + "# plot the Laplacian of the electron density\n", + "fig = plt.figure(figsize=(10, 4))\n", + "ax1 = fig.add_subplot(121, aspect=\"equal\")\n", + "ax1.set_title(\"Laplacian of the Electron Density\")\n", + "ax1.set_xlabel(\"x\")\n", + "ax1.set_ylabel(\"y\")\n", + "\n", + "X = points[:, 0].reshape(plt_pts, plt_pts)\n", + "Y = points[:, 1].reshape(plt_pts, plt_pts)\n", + "Z = np.copy(rho_lapl.reshape(plt_pts, plt_pts))\n", + "Z[Z > 1] = 1\n", + "Z[Z < -1] = -1\n", + "\n", + "heatmap = ax1.imshow(Z, cmap=\"viridis\", interpolation=\"bilinear\", extent=plt_lmts, vmin=-1, vmax=1)\n", + "cbar = plt.colorbar(heatmap, ax=ax1)\n", + "cbar.ax.tick_params(labelsize=14)\n", + "cbar.ax.set_ylabel(\"Electron Density Laplacian\", fontsize=14)\n", + "\n", + "ax2 = fig.add_subplot(122, projection=\"3d\")\n", + "surf = ax2.plot_surface(X, Y, Z, cmap=\"viridis\", vmax=1, vmin=-1, linewidth=0.5, antialiased=True)\n", + "ax2.set_zlim(-1, 1)\n", + "ax2.view_init(30, 110, 0)\n", + "\n", + "# Add atomic symbols to the plots\n", + "symbols = [\"O\", \"C\", \"H\", \"H\"]\n", + "xy_coords = atcoords[:, :2]\n", + "for coord, symbol in zip(atcoords, symbols):\n", + " ax1.text(coord[0], coord[1], symbol, color=\"red\", ha=\"center\", va=\"center\", fontsize=14, fontweight=\"bold\")\n", + " ax2.text(coord[0], coord[1], coord[2], symbol, color=\"red\", ha=\"center\", va=\"center\", fontsize=14, fontweight=\"bold\")\n", + "\n", + "plt.tight_layout() # Adjust layout for better spacing\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "d8bd1c78", + "metadata": {}, + "source": [ + "### Arbitrary Derivatives of Density\n", + "\n", + "`gbasis` also supports the evaluation of arbitrary derivatives of the electron density.\n", + "\n", + "$$\\frac{\\partial^{L_x + L_y + L_z}}{\\partial x^{L_x} \\partial y^{L_y} \\partial z^{L_z}}\n", + " \\rho(\\mathbf{r}_n)\n", + " =\n", + " \\sum_{l_x=0}^{L_x} \\sum_{l_y=0}^{L_y} \\sum_{l_z=0}^{L_z}\n", + " \\binom{L_x}{l_x} \\binom{L_y}{l_y} \\binom{L_z}{l_z}\n", + " \\sum_{ij} \\gamma_{ij}\n", + " \\frac{\\partial^{l_x + l_y + l_z} \\rho(\\mathbf{r}_n)}{\\partial x^{l_x} \\partial y^{l_y} \\partial z^{l_z}}\n", + " \\frac{\n", + " \\partial^{L_x + L_y + L_z - l_x - l_y - l_z} \\rho(\\mathbf{r}_n)\n", + " }{\n", + " \\partial x^{L_x - l_x} \\partial y^{L_y - l_y} \\partial z^{L_z - l_z}\n", + " }$$\n", + " \n", + "\n", + "This is done using the [`evaluate_deriv_density`](http://gbasis.qcdevs.org/_autosummary/gbasis.evals.html?highlight=evaluate_density#gbasis.evals.density.evaluate_deriv_density) function from the 1-RDM and an array with the orders (x,y,z) of the derivative. The following example shows how to evaluate the different necessary derivatives of the electron density to reconstruct the gradient and Hessian of the electron density." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "b2eeb316", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Reconstructing the gradient using derivatives\n", + "Shape of the gradient of the electron density: (1600, 3)\n", + "Shape of the reconstructed gradient of the electron density: (1600, 3)\n", + "Reconstructed and original gradients equal: True\n", + "\n", + "Reconstructing the Hessian using derivatives\n", + "Shape of the hessian of the electron density: (1600, 3, 3)\n", + "Shape of the reconstructed Hessian of the electron density: (1600, 3, 3)\n", + "Reconstructed and original Hessian are equal: True\n", + "\n", + "Reconstructing the Laplacian using derivatives\n", + "Shape of the Laplacian of the electron density: (1600,)\n", + "Shape of the reconstructed Laplacian of the electron density: (1600,)\n", + "Reconstructed and original Laplacian are equal: True\n" + ] + } + ], + "source": [ + "from gbasis.evals.density import evaluate_deriv_density\n", + "\n", + "print(\"Reconstructing the gradient using derivatives\")\n", + "# evaluate the derivative of density (with respect to x, y, z).\n", + "rho_deriv_x = evaluate_deriv_density(np.array([1, 0, 0]), rdm, ao_basis, points)\n", + "rho_deriv_y = evaluate_deriv_density(np.array([0, 1, 0]), rdm, ao_basis, points)\n", + "rho_deriv_z = evaluate_deriv_density(np.array([0, 0, 1]), rdm, ao_basis, points)\n", + "\n", + "rho_grad_reconstructed = np.array([rho_deriv_x, rho_deriv_y, rho_deriv_z]).T\n", + "print(f\"Shape of the gradient of the electron density: {rho_grad.shape}\")\n", + "print(\n", + " f\"Shape of the reconstructed gradient of the electron density: {rho_grad_reconstructed.shape}\"\n", + ")\n", + "print(\n", + " f\"Reconstructed and original gradients equal: {np.allclose(rho_grad, rho_grad_reconstructed)}\"\n", + ")\n", + "\n", + "print(\"\\nReconstructing the Hessian using derivatives\")\n", + "rho_deriv_xx = evaluate_deriv_density(np.array([2, 0, 0]), rdm, ao_basis, points)\n", + "rho_deriv_yy = evaluate_deriv_density(np.array([0, 2, 0]), rdm, ao_basis, points)\n", + "rho_deriv_zz = evaluate_deriv_density(np.array([0, 0, 2]), rdm, ao_basis, points)\n", + "rho_deriv_xy = evaluate_deriv_density(np.array([1, 1, 0]), rdm, ao_basis, points)\n", + "rho_deriv_xz = evaluate_deriv_density(np.array([1, 0, 1]), rdm, ao_basis, points)\n", + "rho_deriv_yz = evaluate_deriv_density(np.array([0, 1, 1]), rdm, ao_basis, points)\n", + "\n", + "rho_hess_reconstructed = np.array(\n", + " [\n", + " [rho_deriv_xx, rho_deriv_xy, rho_deriv_xz],\n", + " [rho_deriv_xy, rho_deriv_yy, rho_deriv_yz],\n", + " [rho_deriv_xz, rho_deriv_yz, rho_deriv_zz],\n", + " ]\n", + ").transpose(2, 1, 0)\n", + "\n", + "print(f\"Shape of the hessian of the electron density: {rho_hess.shape}\")\n", + "print(f\"Shape of the reconstructed Hessian of the electron density: {rho_hess_reconstructed.shape}\")\n", + "print(\n", + " f\"Reconstructed and original Hessian are equal: {np.allclose(rho_hess, rho_hess_reconstructed)}\"\n", + ")\n", + "\n", + "print(\"\\nReconstructing the Laplacian using derivatives\")\n", + "rho_lapl_reconstructed = rho_deriv_xx + rho_deriv_yy + rho_deriv_zz\n", + "print(f\"Shape of the Laplacian of the electron density: {rho_lapl.shape}\")\n", + "print(f\"Shape of the reconstructed Laplacian of the electron density: {rho_lapl_reconstructed.shape}\")\n", + "print(f\"Reconstructed and original Laplacian are equal: {np.allclose(rho_lapl, rho_lapl_reconstructed)}\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.12.1" } - ], - "source": [ - "from gbasis.evals.density import evaluate_deriv_density\n", - "\n", - "print(\"Reconstructing the gradient using derivatives\")\n", - "# evaluate the derivative of density (with respect to x, y, z).\n", - "rho_deriv_x = evaluate_deriv_density(np.array([1, 0, 0]), rdm, ao_basis, points)\n", - "rho_deriv_y = evaluate_deriv_density(np.array([0, 1, 0]), rdm, ao_basis, points)\n", - "rho_deriv_z = evaluate_deriv_density(np.array([0, 0, 1]), rdm, ao_basis, points)\n", - "\n", - "rho_grad_reconstructed = np.array([rho_deriv_x, rho_deriv_y, rho_deriv_z]).T\n", - "print(f\"Shape of the gradient of the electron density: {rho_grad.shape}\")\n", - "print(\n", - " f\"Shape of the reconstructed gradient of the electron density: {rho_grad_reconstructed.shape}\"\n", - ")\n", - "print(\n", - " f\"Reconstructed and original gradients equal: {np.allclose(rho_grad, rho_grad_reconstructed)}\"\n", - ")\n", - "\n", - "print(\"\\nReconstructing the Hessian using derivatives\")\n", - "rho_deriv_xx = evaluate_deriv_density(np.array([2, 0, 0]), rdm, ao_basis, points)\n", - "rho_deriv_yy = evaluate_deriv_density(np.array([0, 2, 0]), rdm, ao_basis, points)\n", - "rho_deriv_zz = evaluate_deriv_density(np.array([0, 0, 2]), rdm, ao_basis, points)\n", - "rho_deriv_xy = evaluate_deriv_density(np.array([1, 1, 0]), rdm, ao_basis, points)\n", - "rho_deriv_xz = evaluate_deriv_density(np.array([1, 0, 1]), rdm, ao_basis, points)\n", - "rho_deriv_yz = evaluate_deriv_density(np.array([0, 1, 1]), rdm, ao_basis, points)\n", - "\n", - "rho_hess_reconstructed = np.array(\n", - " [\n", - " [rho_deriv_xx, rho_deriv_xy, rho_deriv_xz],\n", - " [rho_deriv_xy, rho_deriv_yy, rho_deriv_yz],\n", - " [rho_deriv_xz, rho_deriv_yz, rho_deriv_zz],\n", - " ]\n", - ").transpose(2, 1, 0)\n", - "\n", - "print(f\"Shape of the hessian of the electron density: {rho_hess.shape}\")\n", - "print(f\"Shape of the reconstructed Hessian of the electron density: {rho_hess_reconstructed.shape}\")\n", - "print(\n", - " f\"Reconstructed and original Hessian are equal: {np.allclose(rho_hess, rho_hess_reconstructed)}\"\n", - ")\n", - "\n", - "print(\"\\nReconstructing the Laplacian using derivatives\")\n", - "rho_lapl_reconstructed = rho_deriv_xx + rho_deriv_yy + rho_deriv_zz\n", - "print(f\"Shape of the Laplacian of the electron density: {rho_lapl.shape}\")\n", - "print(f\"Shape of the reconstructed Laplacian of the electron density: {rho_lapl_reconstructed.shape}\")\n", - "print(f\"Reconstructed and original Laplacian are equal: {np.allclose(rho_lapl, rho_lapl_reconstructed)}\")" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "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": "3.12.1" - } - }, - "nbformat": 4, - "nbformat_minor": 5 + "nbformat": 4, + "nbformat_minor": 5 } diff --git a/notebooks/tutorial/data/c2h4_q0.fchk b/notebooks/tutorial/data/c2h4_q0.fchk index 28b31816..f2a011c7 100644 --- a/notebooks/tutorial/data/c2h4_q0.fchk +++ b/notebooks/tutorial/data/c2h4_q0.fchk @@ -1,11 +1,11 @@ -neutral optimization -FOpt UB3LYP Aug-CC-pVTZ +neutral optimization +FOpt UB3LYP Aug-CC-pVTZ Number of atoms I 6 Info1-9 I N= 9 22 15 0 0 0 110 2 18 -502 Full Title C N= 2 -neutral optimization +neutral optimization Route C N= 2 # opt ub3lyp/aug-cc-pvtz Charge I 0 @@ -32,8 +32,8 @@ Int Atom Types I N= 6 0 0 0 0 0 0 Force Field I 0 Atom Types C N= 6 - - + + MM charges R N= 6 0.00000000E+00 0.00000000E+00 0.00000000E+00 0.00000000E+00 0.00000000E+00 0.00000000E+00 @@ -27598,8 +27598,8 @@ Int Atom Modified Types I N= 6 0 0 0 0 0 0 Force Field I 0 Atom Modified Types C N= 6 - - + + Link Atoms I N= 6 0 0 0 0 0 0 Atom Modified MM Charges R N= 6 @@ -28499,4 +28499,4 @@ ClPar Real Params R N= 3200 0.00000000E+00 0.00000000E+00 0.00000000E+00 0.00000000E+00 0.00000000E+00 0.00000000E+00 0.00000000E+00 0.00000000E+00 0.00000000E+00 0.00000000E+00 Gaussian Version C N= 2 -ES64L-G16RevC.01 +ES64L-G16RevC.01