{ "cells": [ { "cell_type": "markdown", "id": "b9d65c10", "metadata": {}, "source": [ "# 2. Constrained Dynamics\n", "\n", "Curvilinear coordinates such as bond angles and Euler angles have coordinate singularities,\n", "where the transformation from Cartesian coordinates breaks down.\n", "\n", "PySCIVR avoids this problem by propagating the dynamics in redundant coordinates with holonomic\n", "constraints (SHAKE/RATTLE), and transforms to the curvilinear coordinates only in the analysis,\n", "away from the singularities.\n", "\n", "First, the pure rotation of H2 is used as an example:\n", "\n", "| Redundant space | Potential | Integrator | Physical space |\n", "|---|---|---|---|\n", "| Cartesian (6 DOFs) with 4 constraints (bond and 3 translations) | `H2SplinePotential` | `ShakeRattle` | 2D sphere (polar $\\theta$ and azimuthal angle $\\phi$) |\n", "\n", "- The bond length and the center of mass are fixed by constraints.\n", "- The molecule rotates through the z-axis ($\\theta = 0, \\pi$), where the azimuthal angle $\\phi$ is undefined.\n", "- `H2SplinePotential` is used as the potential.\n", "- The trajectory is saved and loaded.\n", "\n", "> **Note:** For the pure rotation, the potential energy is constant, since it depends only on the shape of the molecule, which is fixed by the constraints. A constant potential affects neither the trajectory nor the monodromy matrix, so `ZeroPotential` gives the same results. Here, `H2SplinePotential` is used for consistency with the ro-vibration below." ] }, { "cell_type": "code", "execution_count": 1, "id": "b629fa38", "metadata": {}, "outputs": [], "source": [ "# import necessary libraries\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", " \n", "from pyscivr.coordinates import InternalCoordinates\n", "from pyscivr.integrators import ShakeRattle\n", "from pyscivr.potentials import H2SplinePotential\n", "from pyscivr.save import load_trajectory, save_trajectory\n", "from pyscivr.units import CmInv, FemtoSec" ] }, { "cell_type": "markdown", "id": "d6bac23f", "metadata": {}, "source": [ "## Set system\n", "\n", "H2 is placed along the x-axis at the equilibrium bond length ($r_e = 0.74160392 \\AA$)." ] }, { "cell_type": "code", "execution_count": 2, "id": "4ccdf557", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Energy: -31.9530315756 eV\n", "Maximum force: 0.0000001025 eV/Å\n" ] } ], "source": [ "mass = np.array([1.008, 1.008]) # mass of hydrogen atoms [amu (atomic mass unit)]\n", "r_e = 0.74160392 # equilibrium bond length [Angs]\n", "posi_ref = np.array([[-r_e / 2, 0.0, 0.0], [r_e / 2, 0.0, 0.0]])\n", "\n", "calc = H2SplinePotential()\n", "ener, force = calc.energy_forces(posi_ref)\n", "\n", "print(f\"Energy: {ener:.10f} eV\")\n", "print(f\"Maximum force: {np.max(np.abs(force)):.10f} eV/Å\")" ] }, { "cell_type": "markdown", "id": "58694721", "metadata": {}, "source": [ "## Set constraints\n", "\n", "H2 has 6 Cartesian DOFs. We fix the center of mass (3 constraints) and the bond length (1 constraint), leaving 2 rotational DOFs.\n", "\n", "Coordinates are defined by `InternalCoordinates` in the following steps:\n", "\n", "1. Create an `InternalCoordinates` object with the reference positions `posi_ref` and the masses.\n", "\n", "2. Add coordinates by the `add_*` methods, e.g. `add_translation()` for the center of mass and `add_bond(i, j)` for the bond length between atoms `i` and `j`. Bond angles, dihedral angles, polar and azimuthal angles, and Euler angles can be added in the same way.\n", "\n", "3. Call `build()` to finalize the coordinate system.\n", "\n", "When used as constraints, each coordinate is fixed to its value at the reference positions `posi_ref`, i.e., the constraint is $F(q) = Q(q) - Q(q_{\\text{ref}}) = 0$.\n", "\n", "Here, the bond length is fixed to the equilibrium bond length `r_e`, and the center of mass is fixed to that of `posi_ref`.\n", "\n", "All coordinates in `coord_const` are treated as constraints by `ShakeRattle`.\n", "\n", "See [`pyscivr.coordinates`](https://tsumura-m.github.io/PySCIVR/pyscivr.coordinates.html) for the full list of coordinates." ] }, { "cell_type": "code", "execution_count": 3, "id": "64cf351f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Build complete: 4 coordinates\n", "InternalCoordinates:\n", " 0: translation_x value_ref=0.000000\n", " 1: translation_y value_ref=0.000000\n", " 2: translation_z value_ref=0.000000\n", " 3: bond(0, 1) value_ref=0.741604\n" ] } ], "source": [ "coord_const = InternalCoordinates(posi_ref, mass) # Initialize internal coordinates\n", "coord_const.add_translation()\n", "coord_const.add_bond(0, 1)\n", "coord_const.build()\n", "print(coord_const) # Prints the internal coordinates and their reference values" ] }, { "cell_type": "markdown", "id": "3dc8be53", "metadata": {}, "source": [ "## Set initial conditions\n", "\n", "The trajectory starts from the reference positions `posi_ref`: the molecule lies along the x-axis at the equilibrium bond length `r_e`, with the center of mass at the origin.\n", "\n", "Since the constraints are defined at `posi_ref`, the initial positions satisfy them exactly. (`ShakeRattle` raises an error if the initial positions do not satisfy the constraints.)\n", "\n", "The atoms are given opposite momenta perpendicular to the bond, so that the total momentum is zero and the bond length does not change, i.e., the initial momenta are also consistent with the constraints.\n", "\n", "The molecule then rotates rigidly with the rotational kinetic energy `K_rot` $\\text{cm}^{-1}$.\n", "\n", "`tilt` is the angle of the rotation plane from the xy-plane: with `tilt = 0`, the molecule rotates in the xy-plane and never passes through the z-axis, while with `tilt = pi / 2`, it rotates in the xz-plane and passes through the z-axis ($\\theta = 0, \\pi$) twice per rotation." ] }, { "cell_type": "code", "execution_count": 4, "id": "8895eadf", "metadata": {}, "outputs": [], "source": [ "def initial_momenta(K_rot, K_vib, tilt):\n", " \"\"\"Momenta for rigid rotation with the rotational kinetic energy K_rot [cm^-1] and vibrational kinetic energy K_vib [cm^-1].\"\"\"\n", " p_rot = np.sqrt(K_rot * CmInv * mass[0])\n", " p_vib = np.sqrt(K_vib * CmInv * mass[0])\n", " p_rot_y = p_rot * np.cos(tilt)\n", " p_rot_z = p_rot * np.sin(tilt)\n", " return np.array([[-p_vib, -p_rot_y, -p_rot_z], [p_vib, p_rot_y, p_rot_z]])\n", " \n", "mome_init = initial_momenta(K_rot=2000, K_vib=0, tilt=np.pi/2)" ] }, { "cell_type": "markdown", "id": "65c01207", "metadata": {}, "source": [ "## Running the dynamics\n", "\n", "The dynamics is propagated by [`ShakeRattle`](https://tsumura-m.github.io/PySCIVR/pyscivr.integrators.html#pyscivr.integrators.ShakeRattle), which takes the potential, the initial positions and momenta, the masses, the time step, and the constraints `coord_const`.\n", "\n", "- **The time step must be given in the internal time unit**; here it is converted from fs by multiplying `FemtoSec`.\n", "- `run(n_step)` returns the trajectory as a dictionary of arrays. The initial state is included, so each array has `n_step + 1` steps.\n", "- In addition to the positions, momenta, forces and energies, the trajectory contains the Lagrange multipliers `lam` and `mu` of the constraints, which are needed for the propagation of the variations in the later tutorial.\n", "\n", "The convergence of SHAKE can be controlled by the keyword arguments `max_iter_shake` and `tol_shake` (see the API reference)." ] }, { "cell_type": "code", "execution_count": 5, "id": "2a683b14", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "dict_keys(['posi', 'mome', 'potential_energy', 'force', 'total_energy', 'lam', 'mu', 'n_iter_shake', 'err_shake', 'dt', 'mass'])\n" ] } ], "source": [ "dt_fs = 0.1 # time step in femtoseconds \n", "n_step = 5000\n", "\n", "dt = dt_fs * FemtoSec # time step in internal units (Angs * sqrt(amu / eV))\n", " \n", "dyn = ShakeRattle(calc, posi_ref, mome_init, mass, dt, coord_const)\n", "traj = dyn.run(n_step)\n", "t_fs = dt_fs * np.arange(n_step + 1)\n", "\n", "print(traj.keys())" ] }, { "cell_type": "markdown", "id": "c2840d73", "metadata": {}, "source": [ "## Check energy conservation and constraint error\n", "\n", "The total energy is conserved, and the constraints are satisfied within the SHAKE tolerance at every step." ] }, { "cell_type": "code", "execution_count": 6, "id": "ccc18f6e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ener = traj[\"total_energy\"]\n", " \n", "fig, axes = plt.subplots(2, 1, sharex=True)\n", "axes[0].plot(t_fs, (ener - ener[0]) / CmInv)\n", "axes[0].set_ylabel(\"Energy error (cm$^{-1}$)\")\n", "axes[1].semilogy(t_fs[1:], traj[\"err_shake\"][1:])\n", "axes[1].set_ylabel(\"max |F(q)|\")\n", "axes[1].set_xlabel(\"Time (fs)\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "9152bf6e", "metadata": {}, "source": [ "## Save and load\n", "\n", "If calculating trajectories is computationally expensive, they should be saved for reuse.\n", "\n", "`save_trajectory` saves the positions, momenta, forces and energies.\n", "\n", "The Lagrange multipliers `lam` and `mu` are not saved to reduce the file size, but can be restored from the trajectory by passing `coord_const` to `load_trajectory`.\n", "\n", "The same constraints as used in the dynamics must be given; otherwise, the restoration fails with an error.\n", "\n", "See [`pyscivr.save`](https://tsumura-m.github.io/PySCIVR/pyscivr.save.html) for details." ] }, { "cell_type": "code", "execution_count": 7, "id": "72bad306", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "max |lam - lam_restored| = 1.2248882463872235e-14\n", "max |mu - mu_restored| = 1.2241509889099333e-14\n" ] } ], "source": [ "save_trajectory(\"h2_rot_pi2_traj.npz\", traj)\n", "traj_loaded = load_trajectory(\"h2_rot_pi2_traj.npz\", coord_const=coord_const)\n", "\n", "# Check if the saved and loaded trajectories are consistent\n", "print(\"max |lam - lam_restored| =\", np.max(np.abs(traj[\"lam\"] - traj_loaded[\"lam\"])))\n", "print(\"max |mu - mu_restored| =\", np.max(np.abs(traj[\"mu\"] - traj_loaded[\"mu\"])))" ] }, { "cell_type": "markdown", "id": "6931a348", "metadata": {}, "source": [ "## Visualize the trajectory in the Cartesian coordinate" ] }, { "cell_type": "code", "execution_count": 8, "id": "92923e90", "metadata": {}, "outputs": [ { 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "posi = traj_loaded[\"posi\"] # (T, N, 3)\n", "radius = r_e / 2 # distance of each atom from the center of mass\n", "\n", "U = np.linspace(0, 2 * np.pi, 100)\n", "V = np.linspace(0, np.pi, 100)\n", "X = radius * np.outer(np.cos(U), np.sin(V))\n", "Y = radius * np.outer(np.sin(U), np.sin(V))\n", "Z = radius * np.outer(np.ones(np.size(U)), np.cos(V))\n", "\n", "fig = plt.figure(figsize=(5, 5))\n", "ax = fig.add_subplot(projection='3d', computed_zorder=False)\n", "\n", "ax.plot_surface(X, Y, Z, color='cyan', alpha=0.3, zorder=0)\n", "ax.plot(posi[:, 0, 0], posi[:, 0, 1], posi[:, 0, 2], color='blue', zorder=1)\n", "ax.scatter([0, 0], [0, 0], [radius, -radius], color='black', s=50, depthshade=False,\n", " label=r'singular points ($\\theta = 0, \\pi$)', zorder=2)\n", "ax.set_xlabel(\"x (Å)\")\n", "ax.set_ylabel(\"y (Å)\")\n", "ax.set_zlabel(\"z (Å)\")\n", "ax.view_init(elev=30, azim=45)\n", "ax.set_box_aspect((1, 1, 1))\n", "ax.legend(loc=\"upper left\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "f08102a3", "metadata": {}, "source": [ "## Convert to curvilinear coordinates\n", "\n", "To analyze the rotation, we define a full set of 6 coordinates: the center of mass (3), the polar and azimuthal angles\n", "of the bond (2), and the bond length (1).\n", "\n", "The number of coordinates equals the number of Cartesian degrees of freedom ($3N = 6$), so that the transformation between the Cartesian and curvilinear coordinates can be inverted.\n", "\n", "The row order is changed by `build()`, so the row indices are obtained by `find_coordinate`.\n", "\n", "The coordinate values are obtained by `get_value(x)` for a single geometry, or by `get_value_batch(x)` for a batch,\n", "where `x` is the flattened positions of shape `(3N,)` or `(T, 3N)`. The lengths are in Å and the angles are in radians." ] }, { "cell_type": "code", "execution_count": 9, "id": "bb038e6d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Build complete: 6 coordinates\n", "InternalCoordinates:\n", " 0: translation_x value_ref=0.000000\n", " 1: translation_y value_ref=0.000000\n", " 2: translation_z value_ref=0.000000\n", " 3: bond(0, 1) value_ref=0.741604\n", " 4: polar(0, 1) value_ref=1.570796\n", " 5: azimuthal(0, 1) value_ref=0.000000\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "coord_all = InternalCoordinates(posi_ref, mass)\n", "coord_all.add_translation()\n", "coord_all.add_polar(0, 1)\n", "coord_all.add_azimuthal(0, 1)\n", "coord_all.add_bond(0, 1)\n", "coord_all.build()\n", "print(coord_all)\n", " \n", "idx_polar = coord_all.find_coordinate(\"polar\", (0, 1))[0] # -> 4\n", "idx_azim = coord_all.find_coordinate(\"azimuthal\", (0, 1))[0] # -> 5\n", " \n", "x = traj_loaded[\"posi\"].reshape(n_step + 1, -1) # (T, 3N)\n", "values = np.asarray(coord_all.get_value_batch(x)) # (T, 6)\n", " \n", "plt.plot(t_fs, values[:, idx_polar], label=\"polar\")\n", "plt.plot(t_fs, np.mod(values[:, idx_azim], 2 * np.pi), label=\"azimuthal\")\n", "plt.xlabel(\"Time (fs)\")\n", "plt.ylabel(\"Angle (rad)\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "469be6ed", "metadata": {}, "source": [ "We can see that the azimuthal angle $\\phi$ jumps by $\\pi$ when the molecule crosses the z-axis ($\\theta = 0, \\pi$).\n", "\n", "Exactly on the z-axis, $\\phi$ is undefined, since every value of $\\phi$ describes the same orientation (coordinate singularities).\n", "\n", "The transformation from the Cartesian coordinates to $(\\theta, \\phi)$ therefore does not exist at these points,\n", "and its derivatives diverge in their vicinity, as shown below." ] }, { "cell_type": "markdown", "id": "9caeedb1", "metadata": {}, "source": [ "## How to detect singularities\n", "\n", "Whether the curvilinear coordinates $Q$ are well defined at a geometry $x$ can be checked by the gradient $B = \\frac{\\partial Q}{\\partial x}$, which is a $3N \\times 3N$ matrix for a full set of coordinates. The transformation can be inverted locally if and only if $B$ is nonsingular.\n", "\n", "A simple way to identify coordinate singularities is to monitor the condition number of $B$,\n", "i.e., the ratio of its largest to smallest singular values, along the trajectory.\n", "The condition number diverges at a singularity, for either of two reasons:\n", "\n", "- the smallest singular value goes to zero, i.e., the coordinates become linearly dependent, or\n", "- the largest singular value diverges, i.e., the gradient of some coordinate diverges.\n", "\n", "For the polar and azimuthal angles, the latter happens: the gradient of $\\phi$ is proportional to $1 / \\sin\\theta$\n", "and diverges on the z-axis.\n", "\n", "On the other hand, the gradient $B_C$ of the constraints used in `ShakeRattle` (center of mass and bond length)\n", "has no singularity along the trajectory, so the dynamics itself is not affected." ] }, { "cell_type": "code", "execution_count": 10, "id": "9df28eb5", "metadata": {}, "outputs": [ { "data": { "image/png": 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K374IEVtSKNROCLszeLICYYSK0lh9GqTCgzzoQHRSnYxI4elEdKx4hySyQn4QHV025LTjqtmGnMploaWsSYowEnTrYk7pz9BJqE0lQoyB04E8gJChxpdIFgggwBBPF/Ig1vsZ7pizVMYD+wXmbNiyBoHAXFeffPKJ9UB6+bHHHsuWLVvGZs+ezR94jtfwNwO5pzikQZK5XQcFtymNwgB0clvwWhQp3Gy2FHMNZE0X76Djhpwgu8nGVbMNOYXLQkvykE5WGldN6tOkcmEDKDuBA5ouNcBobQ2sLu/UwFWsT6PD+kI9HwTIFzrKd+gcX5hzMTr/+9//2B133MF69+5tvYbneO2RRx4JQ6TII90pjl7XJY4gWYEwETpVm0UtiqbWzrUodEwrjdX7iW9yyVxX2m7I6WQNfw6kqqFDoNfQTBXp/Tpbn3CSR5wRUuFXalCfhmKFks0BsT6NDusrnQUy9jrprTpt4jUxfqXFnbd5sRVEPiAUorN69WpWV9d5gGtra/nfDOSlaOqYCp3uxBl7XR+LDikMmKbFWhQ6jitqozh7MemabYGNljp+p3MHIf0cblmdY5/gakU6f2t7B0/v1yfjqvP6whxGJV9dApLTWXRir+szZxM1nzLprXqtya5usuYs0UEV5FNOOYV9+eWXrL29nT/w/Kc//Sk7+OCDwxAp8kiU0k+vMLQgD47GozpbSZJV7tV9XMVeTLqSh+WbGhg8J856PwQ0Ia0qK+bp52Sl0tV9ibFGOr8288BqrZL+0KPDJpesL5vu6yuVRcdyDUdCb1XY3pfrCIXo/Pvf/2a9evXigccISMYDz+G+uvvuu8MQKfJwb1at1zadVEdZk/ViEkGvI4YAvcZ0Ph2L5IGsKTqcOJORMl6fRpNS9ZnclzrNWXsRxvSneR02uVSVhnUbVzfrK0rjOtyKgwx/XHMq60oE+lu9+OKLbN68eTwQGUALiK222ioMcXK6hk6y4lthZzBkVhix15HNtKWxhadxhwWq4ZHqZFTNu0OX8ABrKONxA7oxHeMdRPIwa/kWtnBdPRvdt0oDWVNX54WShqxhbxypSunrWNxOLMLYu2vyjEVdKuOi9tS6eBNMqkmls0Un02FSpx5SmWQdGk8C2dzQwjbWNbMeleFnt+ZswcAxY8awo446ij8MyZFziktlArbSHxtj6Y86L8Kq8hJLSVM1Wl193Tqd5DIRSD1lTT2uugTQp4vP0S3+KVURRh0DvenzUYsq1WGGyAOlmIcF1PTCYSYdORfJA94famp5hoNvRWkx69etTBsSmdNEp76+ns2ZM4fNmjXL9jDIDohhgA7oWlbMlUYy8NoJ8QDVME8c6QqE6XaSi9WiSG/RAUZoEvOQKd5Bp9N8JrKrk9vCDdnVJT4jXRHGZGsrTPLgZm0hNRp8rbapldcAC1tWxJOBJGQmD+HNWRxkUc8H45aun9kwTch5TmddHXbYYayyspKNGzeObbvttraHgfcGmelcUjqc5tMVCNNtEa6taeI1PFLVotBpXHnAbDxo1531qV5765Mu9ZQyuS/53+KyLt1Yz1pDTDHPFP9GKceo7tzY0s5Wb2nSmkCK9WnCXF9urHr87xroAlpbGDdnvR8RIzQ4TOY00bn44otZcXGxFZ+DqsiPPfYYGzJkCLv99tvDECnScKMwdPEh02fTIksFHfoHkawgOclqUTjHNUxZeS+m1lgvJtRKSQUdYklABNLV+yHQfEbaPNyzOq8vWEsxR5DeTxXKQ81oTCNrSVEhjzcS36+rVS/29/D1Vrqsu+QZoyHqWBfxb4AV7K9BllhOEp233nqL/f3vf2djx47lv4PgnHDCCbyQoMm6UmMC1ua04XoRaiBrhhRNnawkVi+mHsnr/RDou6DeC4hRGFixqZHXnElV74eAOC0E1SINHUG2Ybsv053mYynm4bsF3eoCHayQbtxs+sjqkpRZMUX6E8jheVRLJxSis2bNGk5ugO7du7N169bx55MmTWLz588PQ6RIw61Z1SoStS4KJmAdTnEuLWXxv+MkH1Z9mkUuN7g+XRFjECMPYaWYW5tGino/tiyxkDe5NXH3ZVGa1HJdirDZijDm0PoaoYMlOk1l7KQB9DoQyIxkt0KLxIScDkamWJKJEyey++67j7W1tbGHHnqIDRo0KCyRIosoua5cnzjjBdgQJ1PX1Bp67FM6oLcYeoyJPcd0PcXZyYPesuowZ2mDA8lJ577UISA5UxFGEWETSNScovigTHorbFmzs5SFH0CfrUVnY30LTxLJZYRCdPbbbz/r+bXXXstuuOEGVlpays477zx23XXXhSFSZIFTHJWdz8TgdUh/dHuKQ30aak4altJwSyBBHsKu5pyumadu8U9uT5yx94Q7rm43OB3creJ8zVQny7KShBRLQuOKGlRY6+kglhkII0sMtbxQ0ysblyAyn6BndXYJVpYV86SQ2P/ktlUnFKLz5ptvWs/32WcftmjRIh63g6BktIYwcA+YqnGKgzuCJm0qhJ3+GCsQ5k5hhN2E0h6b4WKTC/kk5yaORJcTsnXidCFr2GUGMrUr0ckd5Db+zTkHwiAP2Vj16ICGGmBUyyZIUC0vxIyhxlc6oMRH765lodUAwwGWCBZZxdNBl3ITOUl0zjzzTNvvaAcBwjN48OAwxIk0xA7QbqodhxmQvDgLhRF2sBxOcKjdUZAhtVyHbCZsVG6tT1psyFlYdMImkG6DUMWxxwaHTvI6k11kXSE8qq65ja2NVyfWdQ50KS1i/eNB62HEvmSztuwxRXWhjSvGC+OWCcM0SKTIWaKD7KrGxvBSMHMJ5H5wozDCrjabzaYRe194MQ9EBDPVotBBYSBgFjVReMBsPG1YV0sZCACddF2RsrissFyGkSWWqbWKiIHdu/D0/ua2dp7ur/OGXFZcxOUNa85mY9EJO3BWPEy6QZgW00zNPHUsN5GzRGfKlCnstddeC+Ojcw5ZKwyhpLrO8Q5huy2sDc6F2yrsuBf6TJzSUSPF7bgu29jAWgIubrdycwMnApnq/RAQVNulJJwssZj70v36AtGkSrThkHOP6yuMQ08WBDLs+jSJjKvsdEEYFtPEwVf/w2TON/Xcaaed2NSpU9lpp53Gm3kiEDmda8tAjgk4fPLgbRFG48QZL263OVbcDidmXWUFeUBmDqxAKMbn9v9kgO5lpno/9iyxCjZnVQ3/35F9urKggHgyuHbg4hnSM7OljOb2D2vr+PqaMro3C6MIYzbr64Pvw11fbtxsYdensQikW1k1CA+g8XIfylDPchnFYbmuevfuzTuY4+GEIToKFUao5MHbiRNugIbmNlc+Z1lYmCWBpOJ22BhR3G50367akt1YcbtKNnd1Df/fIImO2zpKznkAohM0OafPg4vHLXENa+MQizBSPIuuhx7UmloRrx7tOu4lxHg9igvKPjygXvt4omHx74SYRGSXpWquGnWEQnSQZWXgH3A7LLVSy91N7OGO9MfqLiXaLkKknnYrL2ZbGlt5fZqt+1cxXa0kVJ/mu5Vb+P8GSXSylTX23ooY0VlXx/Ye04fpSnbDdLdma4Hk7w2prP5Cl0UYdehiTrWmUHuKSkjoaiVBDS/U8nKbxQQMjc/tdbVNPKEBmVi6rq+q8hJ+SIP1ErFz2wyqZrmIwGJ0GhoalLw3n4H6OQjudFMgLFnthCCVBgqEIWg2m40D5CGMYDnEZmTr6w6zuF228Q78vSEFIXohD3SaDzr+yRMpC8mik61l15laHGSKuTgH3GSKivcg6OJ2dB97uKj3Q8DhsWdlaeA6FgdXHGCzP/RUht6rL2eIzpgxY9gdd9zBtmzZkvI9mzZt4j2w8F6DbErpV7o+xYUVLEebcTYKI6yTHGp1oGaHWMNDV1nFgNlsNrmwXJj+yEM4rqusyK5AHtBRXmeyi8Bp8AzMddogdZ0DtgPahjqtraVhrS/KZsQ4ZWNFGpYHrSACs6k999xzvGv57373O7b33nuzyZMns379+nFFvWrVKjZ9+nQ2bdo0tvPOO7Pnn38+KLEijWwK2onAop2+aCNbvE5/hZHIZgqQlMVldVuLIsw4AjFgljpS6xqfgY2fNikvljLKEnOTWRZWPBFaRRQXFrCm1na2uqaRDah2f0+CXl8om4CmqoiXwZztFS90pyOBjL2/gruRYHmYOLg7CwK0lt0UjHTqgq+WbAp0fWVTHV2X+KecIzpo2Pnee+9xQvPII4+w119/nS1dupSbLlEocI899uCtIHbcccegRIo8vLhXQrPoZBkwG+Zp3suJU3x/sLJmHzArbt7I1IH7E6nRqoGNP5t6P4R+VeWsrLiQk4egssS4pcyDlQSZZLCUYG3CyhIU0fFKHjCWIDqYR5OH9WB6r6/4AS1AvZVtXZpOeivAA5pn61Pv8Js951wwMlLL8ZCB+vp69uCDD7KPPvqIFRcXc7J06qmnsqKi4LJzwoRnK0kIBeO8yxq8CTibsv/Ji9sFZ3nwSnZxkkeGTnOcPFD9lyDcK27r/RDglsX3Q/A0vm8QRAeunJp4ZexsxwabIuTEnN9tVC+mGiCqyPSjz852fX38w/qADz3ZW8rCalfg2foUQnVksnpne5gcrkEn+5ztXu4X7e3tbMKECezrr7/mTUJBntAg9IgjjuB/yyvXVdYTO3i3RUK5eTsZoT4N0lJ1rITqrE+DjQdkR+fTMcgDxR8FRSK9kt3Y/wQrKyl9EEI3lbHDbF0CoooijKVFhVa1Y10tpqgxBXm9Wp8CP/TEyYNXi06QOtZ7PFGlLUssFxFKerkMwOX16aefsr59+9rcY7vssgv7/PPPeaxPLoMXCItXis32ZJRIf2zmjTbd9J2SR8qyk7VXZSkPrMMCRGXc0X2rtGur4exiTjVfsrUIBXnijP1PBft+TS2/xh5b9Q4u3iHLcQ0jS8xLgHdY1WatIow9u2TtggyalOEAgBht1JxCWnM2oPUUFClD7S5q5eE1PGD1liaecYqGysGFB2Qna3U8SwxWTIzthIG5l2IeWYsONhWR5AD9+/fnP9NlduUKVm5uZC1t2RUII6AoFAhEUKcjKAzI62URcvJg1SaJkOUh4E0u2xNn7H+C9c1HyqJjdQL3QiCDJWW+yG7AFYfFcXWbWp7qgBZUvR/U8kJNr2zQvaLUqlFG11EJHARhkRHHyRs5r2e5iMgSnWT4y1/+wnr27MmtOqnQ1NTEiZD4iCLI6pBNgbCwNg4/CiNoMzBqdKBWR+xzPVgeAjwh27qWe7A8BO2bt06cWbovbZkhAZEyr8HzzkJ8QdSn8UMgyX2Jkgqb6pu1ngNBH9DEtZUtKeP/FyB5oDkAy4yXIrDDQ2wNFARyhuggKPkf//gHu/fee1lVVWr3xo033siqq6utx5AhQ1gU4Ue5Be0KkKYwApCV0p9RiwK1O7JFkDEPIGSogYIhzabeTxiyZtsgM1VmCNy1cNuqhh9ZkWIOF1JDS5tVVVdX8gCXSr9uZYERXr96K8gDmiwdG8T68hqvmS+1dEIjOoivOeecc9hBBx1kvXbfffex2trarK/1xBNPsDPOOIP9+9//ZkcffXTa91522WVs8+bN1gMp7lGEnxNn7P+COyH7V27BBSH6HtcAs8SI+HkJmLXFPGyoV17cbm0tYhWyr/fjzBKDu5bcoDrWTwEgJ8iOeB1d3Wzi/wWxyUnTWwHK6iWmzG6JDtD65HEOjLAOvsZ1JQ0vvPAC23fffVldXR2vp0NYsWIFdz9lg6eeeoqdcsop7K677mI///nPM76/rKyMdevWzfaIIvwESwZ9MoqScqPYGq8Kg/4vCMuDXwI5oLqclRQV8BRzCrpUBTLfZ1vvx96INBjL3sZ4HzjAi6UsyIDkWBFGv+sreBeLX1IWhQMajWsgFh0rO0z/cc0bi87VV1/NHnroIfbAAw/YXj/hhBO4VcctnnnmGXbyySezO++8k51++uksn+C1fkoo5MHnaYMUBnp7YVMOxg3gTdb+AVoerLoZHlwWVnG7HsGQB78nziCVsdfK2GGsLxBUrAlUYyYrkq4WHdSWorILXjMSA7WY+lxfQVqirQ7rHmUdHtex6EeILLFcQyhEZ86cOezggw/mz8WYjYEDB3KrjhsgiPjEE0/kFpmnn36aHX744dZDtBLlIvwUCHMq4iAmtl+FgXiZitIinpaKFHMdK6EmszyobpLn98QZ+99gNo6EBdJ7YcKggqf9ZLIF3RmciBSKGoK4ekFQjXO9NCEOi0CiZhdqd8mw6ARRA8yvLuguZIkF3f8uZ+vo9OjRgy1ZsoSNHTvWRnQ++OAD18HBXbp04QQnGcaNG8dyGSs3ey8QRkBjTTTYREAriMj4gd20VRiYI/jf2Su38EU4sk9XprvlYf6a2rjy6cN0dQkm7snaAKwk3mp8JAtIVm15kDEHggqgl0HKgiK74rh6SUqg/xUPaKrq0+BAhYQ51PCiTK9sgQyoqrJiXmEbrVa26qemBhjGAfV6/OqC4b0r2TdLN/H1NW5ANEM6tCI6U6dOZeeee67lpmpoaOBWmPPOO4+deeaZrq5RUlLCrTf5CD8Fwpyb3Mb62MRWRXRkKAxawCA6KjcO1OZAjQ6vtSiCtzz4t+gEtyH7lzWo5oNE+ry6L51uC2Sced3Yg3QJrq9rZlsaW3gat9qgae9rCwc0lKhAOjzGVtWGLFZE9nrv+AGtdwWbtRx6Sx3RofIdsMjAMuNHF3yzdFOgDZRz2nX1hz/8gQ0YMICNGDGCt2vo2rUrz5baZ5992OWXXx6GSHkVnxPkhixDYQQVn0EEEoTMj7IPwvKAmidQ9r5P8wG4WLw2yHSCvueS9bFGpDpbynAIwXSPFXJTV59GBnnAIaR3vHO5yiaUMqx6QcUUySCQgckqYW2F1UA5p4kOMp8efvhhtmDBAvb444+z//3vf2zu3Lk8QBmWGgP1p+OoKYwgSJkMN0DQsqIGih/zvRjzoKq4nZ8GmSLgpuVZYm3t3H2r8/pCZtnAeOdylevLqp/is91IEJY9WXoryPXlJ6bMboVUP65+58CIEBqR5kWvq5EjR/KHQXAFwoIOQpSlMKJFyiptlgc/7sVMsvrdNFDTBvI1trTzuId+WbYTUd0gUwTkBFH6YS06g9ezwfGMMZ0qYzvX1/JNDfz77zi8J1NaGVvCoefzxRuDIWWSLA8qrbuy1lcQ8U+0vuQdfOtZriEwonPbbbe5fu9FF12kVJaow2+6dpD9TWQpDCJKSE9FmmqJxwyTIE5GouUB6b9e036D2DQwjiA7uB42DiVEx2dBO+cJGUQH82rK6N7KKmP39VgZ27m+PvheHTkHMQVBBQH0O8dUW0nEJsTkLtXb+iTHzRZEBfrEfuDXEl3Jf6IsBvoTei2tkNdE55577nH9XkN0MhQIk7UI4/+PzVjVxJZ14uxXVc7KigtZU2s7W7GpQcqmmfpk5E9h2CwP6+qUEB2Z5AHXwJzCY5eRvZiOqeVBneZlxb+J11BFHmgMML9Qu8kPVLcrEJsQw7Kns+UBdYmojIV/65O9Bpjf+6RSF/SoKGFV5cW8rQwCnLfuryZ4OqeJzqxZs4L6qJwGSElTvEDYwO7+FAayF9Boc4uiiY2FjQUuQ2GgPg02jrmra/jGoYToSN7kQHRQyGt3BZYHWQQydo0K9r7CU6esIFR+DSuOoF7rOC3xGqpImUxZlZOy9f6aECdzuYM8oXyFH3doMoDkINa9S0kRr+HlB326xmqAof0JLFqjJJfGiJXvaJSiYwsKCvjYzli2md+vXCI6OdPUM18go0CYOLFVmlZlKgzVjedQiwKuAFkbsmrfvNwNWa15XVYQqngNVZYHP93gnRDXlopAb6saroRxpXIKaEKKTDGdLZBkeRBTq1WtLb9lAagGmKo5i/o8AOr1oG6PXwzL0cyrUIKRb7rpprQZWQhQPvDAA3lRQAM1sRkEKEkweBUTW6bCEDcOFRWHSVZYuVCrwy9UNk1FrRPUPJG2ISuO1ZIVPC9mseB+wY3r1zrghCy3MPXJwrSHKwABzjI2IhUxZVSDBfIhQw7XnTCwmumWsm87oPWqZDOXb+bra4zk+jQyraW2GmAK1pflbu8tScf2oqruuRWQHArRefLJJ9kXX3zBysvL2fDhw/kN+uGHH1hTUxObMGECW7x4Mauurmbvv/++ycpSFNwbxMQmQuK1r02QVhKZVgfVsiKbC0DtE9RAkXmKk13cDvV+/DbIFAF3Ldy2cN/Cjeu1MrjKujQEuFQQjwLXAtatbKIjq34KAd85RnTqpRMda31J1AUgOmp0QYI8yIBKK4l8vVVpu26uIBTXFaw16FOFvlazZ89m3333HX9+/PHHsyOPPJKtWrWK7bHHHuziiy8OQzytkYgjyb9FqLLPjcwTZ+w68XHdUMctD2pOnHJkRXE7GEbqmtukF7dbJKnej60RqaIu5qKlTAbRUbm+eBFGs74U6YL4AU2S3krUp6mPjKyLcyzFPBSigwKBt99+O+95RejZsyf729/+xh555BFWWVnJbr75Zvbxxx+HIZ7WSJw2JJEHhRNbNnmgzQd+admVcWVvGkjZLhbq06hxCcqRlRe3i1tGZG/Issc1di01czZhKStlVZLaIND6km0xBSEFMY0VYewid1wly4q1SmMryx2k1rord32pPUzKi9UTZQ2iEWnOE53Vq1ezurrONx2v4W8AupIXFppY6VQFwmQxeJUTW/Ymh0qzSM9EmipSzFW4AehEI8PyALLDry1Zwcm26qnMulmoUlbJ8U+yYzNUbnIkK9YEiKoMqCogChcjakqhttSAajl1mlTF6/F6PxvkxZTx68TnANUA0zV4ntrfwB2O2Hkah1xAKEzigAMOYD/96U/ZV199xXtd4YHnp5xyCv8b8Morr7CDDjqIRRWITfh66SapE9tWICy+icqY2FXxiU21I2QA3xsLW6bCQOApxXnIPsmpsTyo3eRkWfVUZrTJalEQRME4mZlBqglkovGoPAKpqj4NaknJyhR1zlcc0Jpa5R3QVmxqZK3tHbxmF2p3yQCKT5aXFPLrUrkN2eU7ZFl0CniWWDBNiXOe6Pz73/9mVVVVbNKkSTzLCg88RwDy3Xffzd8D8vOXv/yFRdXyMuWmt9nRd3woNf2RTi+wFMiqDEwddmPXlycrLC5Y2FjgshSGqk3OXotC/oYs220h2yUYu5aaE7ISK4miRqRKxrW3YgKpYL5SAVEd6yiJ9WkqS4vilocG6Sn72OxlZfThOsN6yreWoS4PPPio04PxkIXhATQlzousq379+rFXX32VN/JEMDI227Fjx7Ktt97aeg+sO1EF1U74jqcU1kkrEqXC6kDXm7V8i9SJTRsmFrjMFGAVlXGJjKI2B2p06GzRqWtq5bVO+PXjylPnmAfZMQTJGpHKyhKTnRkEkAUSneZh5e1eUaotgYRsSDNHlhyC6Mf27yY5U7RCiY7FfRvdV3cdW8GLncpcX6KsMjMlh1sHtNwhOqEGwYDYHH300eyoo46ykZxcgIoKripOnOL1ZJ42VGxwqnryiBWRpSoMBXOAxrWHpHo/KovbYcNEurLsjUNsRLp6S5PW6wuZZsg4E68fifUl0Qops+K4ch0rOWWfoKIwqypZh+Vgc8/Qupe/99577MMPP2QbNmzo9Ldbb72VRR0qLA+ymnkGMbFlB8mptJKo2jRU1KeRWSQumeVBZnE72fV+kjYiXV/H+ksIcK0VLWUK1hcIGe7d9kO6y+1armB9fSO5gGgQ60sWVFl0rHITiiw6MjFccaX0vCE6119/PbvqqqvYjjvuaEsxzyWMUDBZKNZDZgCiqmwLdSdOqk8jrzKuCjcAMKRHBa9Pgz43a2ubWF8JsUoq4h2ouN3AarnF7WTX+0neiLSO7SqhESltGvjecN/I1gWfLdwgzUoCKxkIqawijCotprwJ8QZFFh0V1l3KapVMIFVYzel7y8oUJdD+gjhLBHrLyurLO6Jzxx13sBdffJEdcsghLFchO+ZBRYEwlR12VZEHVMZFmmqzxMq4KjKDAIwjsuMQLInPkEF0EnNADXkA0cFnTBrq/wCiar7aG5HWa03M+TUlByTTd0aqtuyGlrIDUVVkiqqy6KDeDwU2S7c+xceVaoBhPHRdX33ERqQbGqTFP+VdjE5jYyPbe++9WS6DTgRI2cam7BewCGDiYX3AUqBiYiOCH5H8chSGGvLAK+P2kHs6Uml5kF3zJVGXRgF5oJgHSZYHywIZgXFVRczFa8qar6pc2Crc2FYTYomZoqrq06zc3MDr/ZQWFbIB1XJJGVqByKwBZivfIXkeFChuRJo3RGf33XfnMTq5DHTrRtfudkn1aUjx4FQkw+KicmJjIWNBQ04scNmw6jxI2JBhmiXFo8LyINuyp9TyIFm5qYonil1TrtuCqgGrIQ9yZZXZJNUJIqWyCoiqtOohyBvlK3Cwok1fxtpCpWkZFpdUNcBkEF5Y36l8B+r0yMYIhW0r8sZ1NXHiRHbSSSexs88+m40ePbpTkOaZZ57Jog4qvDRnVQ2f2CN9ppirylxQ0WGXFjIWtuzu0gmluVbKhgzTLMgoanKg9L9sWPVpJMiK2iZw14nXlQkrrVT2hqzU8iAn0JvujwryQLIitgaZaH5jgFSSh57xAqI1Ta3cKruVz87gqjJFxS7mpGP9xtWotJbGrlvBvl9Ty8dkz60kpexLLt9ByDWLTnFYva4QhPzYY48l/XsuEB0AC48vQonkQcVJXnb6o0rlJl5XhqyqalGoUBhU76dbeTHrLjG1XIWsyGJaVxvLYhqqYB7IDvRWSR6QcQYLL7K6kIm27eBqrckDYopQVwuf45voKKg2LYIOk7z6ss8KJSrngHhdqhStq2U3F2vphEJ0Fi1axPIBMjcOlafj2HXlmSppIStTGBIr46p0A/DrCo0S/VoexIwQNaRMXnE7lVlMzkBvHCT8EJ365larHo9Kcg6ig3vom+goJw/yCoiqX1/yWmwEpQvkyKrOLZyLtXRM10yFID+nDFeAygBEdaRMtXLzX9xO9SkO/X3ASeAKoOJ5usqK4nbk7/er4FSfOGUG+ZKlDFYyWZWLVa0vEFC4v2LX1NtiqjJTVIXeUq1jZWa0qV5fIyQn0+Q10amvr2dz5sxhs2bNsj1yBbIWIVcYimroqMhgUBmE6qyMi/RVnUkZ0n8pINvvSU61rDJdmCqzmGQ3IlVtIZHZ94zmAAJxQUxVQFZxOzFTFGtWqcXUp6y83o9yq7m9BpgfWNZdRbL2jTcihZjLJWSJ5SXRWb16NTvssMNYZWUlGzduHNt2221tj1yBLPKwHgXCmlq5ZWCw5NRy58Ru89lhN1YgTK3CoMq4MtKLVZ/iZJ7kVJ+OZW4cRMyDsejoTyBlHXoCmQOSyC7NIdS6UlV0zqpPs7GetfrQsatrGllTazsrLizgtbpUAHWPxBpgMsp3yOzLlizQW4aOveCRr9glT87g6ft5RXQuvvhiVlxczBt6AgsXLuSByUOGDGG33347yxXISn8k5Tawuov0AmEERO7LyBBauaWRL2QsaCxs5S02fMhqq0WhSGHYZfW5ISu26skaV1sWk1JSJkcRB0EeEtXHJc0BpaTMXkDUK+i+yK4ynLo+TaPvcYWrGbW6VMBWA8zHnFVdvqNzWQR/OvalmSvZY58vZYUK4gq1JjpvvfUW+/vf/847lgMgOCeccALPxrr77rtZrsDGin1MliA2OJsrwMcipP/FglalMGQF9oHktCmsRdHZSuJ9XFHTBLVN1Ft05JIHlQSS1gMsB35itWh9yS6lL4Iyz5CJhow0nUmZrAKiQcRp4YA2TEJ9GtVZrTJrKqku39HZEu1d1uUB6Vgtic6aNWs4uQG6d+/O1q1bx59PmjSJzZ8/n+USZGwcQSg3Wa4A+l/1CsO/K0CMI1GRxSSzwSuCArGXI1W5l4Q+VCoLHAaRxQTAjYvbBuIA967/TU7d+upWXmLdNz9zNghLmawCokHIqkIX6C+reqseIOOQvjAgHattMDJ9aRQPvO+++1hbWxt76KGH2KBBg1guIdHnxvvGsTCgiS1jEQZHyvxXR06kwStWGBKqjNL3hKxqSVlMVhCHLY2x7B6vWUxIK1eVxZRoRNrF15yFpWzlZnVFGGWTyCCsJNLWV9C6wM+4BhBTJiujTXX5js4V6GXIqnZctSQ6++23n/X82muvZTfccAMrLS1l5513HrvuuutYLsGKe4mERce/IlbV/TdTZVwdaxMRqPQ70oKRHqxj3QxCVXmJVSEaxe10jSNxkkiv2UxEyqrKi1kPBUUYZeoCzB8qUaB6Hvg99NgyRVUf0HpHx6Ijwx0UtEVnmY9kmqB0rJZE580337Se77PPPryAIOJ2EJR8yimnsFzCcAkKQ3VpcucihPL3msEgWh5UAv1o4J6ua25j62qbtSaQSANGYLqfU2ci9TUA8uDTZB3UuIqf4XV9ia1VVJvW/WbfEfHs3bWMuzBVwm+vow1CpigCfHW26MTq/ahpQqyiBlhQ66t/t3JWVlzIe2p5bUQapC7QvmBgr169OOEZPHgwyzXQiXOpR1aMKrU1ja2BkAdM7FJrYjd6TC0PhpQhXRVpq342joRyq9B/Qw6FPHi06ARKyvxtckFtcDICURNWhyjM19h3RFaQqkxRAukaEEEEvmYLVKxuaGnjtbkGxXWKKgzyWQNMLN+h2mpeiEBvWesrH11X+YR+VeW+6tOQckOqtmqF4TeDAQsXC5grDEUFwmS5AmCxooySIMyqVNjLa8yD6mJmyeMz9Lfo+A32TwRLBmcp807Mgx9Xrwe0IGW16tO0eatPQ5s4SA4OeirhtwbYqoDKd8hIpLDp2AAOEulgiI7qAebkwbsrIKi0RxknOZIVCxkLWjX8BHciAJVqUcCSFVxQevbjCsWGrKvATvM+4wgsd1AAyk0sbufFFRAGeUBGGjLTsgXFIQUxB/wWEE30jVI/rn7r04SlY/3sB6rLd8gIng5ax+Y80WltbeUp6i0t3rJEVMNP9HoisDMYRuzHNx+0P9ZPLAlZgYYprkUhQ1aQHFjku5QU8S7YqmG1K/Aga6zeD2Uxqd84KNAb7t2N9S1aB05X815aJZ5JpLW+AiAPfg9oiYrjwZAHP9WcxTitIODH3RpUDKSM4GmLQAakY7UjOmeeeaaU6yxbtoxdccUVbOjQoaxPnz7sww8/ZDrCT1XUIAqvyTJV0vcbEdjJyLtFJ2hS5sfXLaYUB1GLgjY4xC7UZVncjkrTV5UV887lqsF7icVN+Nluck2tiSKMQa0vP+6rxPoKds562uQCSoGWowvqI2M1D+0wuc47gQw7EDk0ooMKyI2N3st1Ex5++GFWVlbGnnvuOaYz/Jkqgw3m8mN5CHpi+3FbBD2uNCbIRqHu07ql7IuWB0q1znbjsApG9g6GlPlRxiBlQRRhlHGaR1FEVFUWqyxrbSUJMNCff46vA1pIFh0P8XpBBqSL5M9LL7Ggdax2RGfKlCnstdde832dSy65hF155ZVswIABTGeIpep1zraxTewNsdLdOis3uC2wl3pxWwTpBgCwmSIt2Et9msSJM7iTkddTZxjppF4LMgZVhFHmuMJKhkKMQcBrF3PUiiIyT65FXS06QaaWJyszkO0BzdIFAck6sDoWoI1YGyqsqauOTQe1xRhSYKeddmJTp05lp512Ghs/fjwvFqjCtaULrAyGeH0at0FkUBhILw/SrIqU7dKiQp7BgG6zbrulxxRGsJscd1t0K+cxISCE2bhKwjht4LNwKoes2w6u1vYUR9ajr5duyp48hCCrV/IQ9EneRsqyPM0HHZvhJxCV5gxqR6GGVKCkbEMdT8F2GxOCCuC1Vr0f9ZmilKwh1gBzG3cHHRv0nC0sLOBk9fs1tfyzs6mJpJNFpzgs11Xv3r3Ziy++yB9OqCQ6TU1N/EHYsmULUw0qvNTU2s6Wb2pwTQQWh6AwkBqOBb9gbR3/fLdEZ20tMkna+AKm9MkggLHkRGddHZs0tIer/4GliqwqQW5ykPXzxRs9nObDsOh4yxILQ1av7qAg6yj5dWOHQcroJJ7tAS0Mq56zPk1/l6nXJCssF6jNFQSoBhgqDuPz3RIdsXxHkDp2eK840VlXx/bcqo/WOlYr1xUqIad7qMSNN97IqqurrQc1F9Wx8FLQbis/9Wlo08ACDkpheHVb8FoUbbFaFFR0UNeMNl6LYkPwG7LXWK1wrCTe4jPCWF8USAw3ADLU3CJBHoKbA7CWenFbWN3gAxxXW32aLOaslXUX4NryqmNpfgdVvqMzOddfx+Z0enk2uOyyy9jmzZutx9KlS7XNZgoy9dWvK4C+V1ABs35kpUZzMMPidKSzrLAAolI1LIIoPhkUvMQ8oN4P1VwJcuPw2kssDFKG9PJu5cW2PltZZVwFuL7IbRH7/DoPsRnhkIdsdGxYLQq8rK8wrKVeW5eEpWO1cl0R6uvr2ZIlS3gdHBHbbLONss9ElhYe4aWY678IvVhJgi665cdtkaiGG46lLLtxTcRmBFmLgmTFSb6huY11Kc1spUNmBuLXK0qLWJ944HUQoF5iKMSH8dreRcd0GykLcM4i6Bkbx4xlm/mGPKZfld66gNwW6+vZnlvpSyBjn1fB3staF4RzmPRiMQ2yirdfHatLM89Qic7q1avZ6aefzl5++eWkf3cbiY5Ym5qaGrZx40b+Oyw0KBxYUVHBHzrBC4MPOq3Yl0UnpIntyaITcN0MAqUFoz4NAiDdNGYMa4Mjy8OWxlZuedi6f1VWsgaVxUTAZ4LoQIbth3R3XYSRk7IAijA6ZQXRcasLUEUZ3y1U6242luiQ1pc3XRAli064oQxL4r3E3Fhowjr4auW6uvjii1lxcTGbPXs2/x1dyx977DEeL3P77be7vs4zzzzDxo4dy/bdd1/eGPSMM87gv//jH/9guiHR60j/DZlkxecjgyEKCgPZaW7dFkFXQiUgLZgyw9wqYyveIWCyS5YHLkOWsoaRZTEiy5iHRSGSshFZVp4mPYD5092FtUomEnPA3YYM9yFqRUXBEo0D9cKQdIFo4Xd7sA9rfQ0QeokhE1dnHauVReett95i06dP5xWNARCc4cOHs4EDB7Kzzz6bXXDBBa6uc9JJJ/FHFGBlMGx0l8GwpbGFpz7y/w14sgzsXs6KCwt4lhiCyjIFk/HU8pAWoei2wIbgZiMIi0DSZ2IjgAwTBlZrGYTa2fLgdkMOrxJqopdYvfakLFvLQ9DtFETQZ7qVlTJtUDPKjcVS1bhCJ2UisDgcoQZX7H+DHdshjhpgmUpjhFG+w9ZLrGcF+yGLTNwwdaw2Fp01a9ZY2U7du3fn7iZg0qRJbP78+SwXIWYwrNiUOYOBiEMYCoMmttvTPDbuGqsWRXgbhxtZYaFCrY2wThvZ+ubDincQLQ9uT8hh1s3IdlzDJGXZ1tJJuILCm6+LN7iz7oZRR8lZnwZlLlDuwq2ssFigJleQoBpgohzpgHo7qLtTGGC9H6/rK2wdq1XWFbHtiRMnsvvuu4+1tbWxhx56iA0aNIjlImJN8tyTh0R8TjiMOBsfMili1KIIWmFkW1KdalEUB1yLotO4upAV/nBUqBb/LwqWh1A35AiQMhof9NlCvy3d+t0ldVu0trOVWxq1ngNUn8btPAjb6pDN+rLq/QRcvsNLY+qwdaw2RGe//faznl977bXshhtu4NWRzzvvPHbdddexXEU2locwFUa2DD7R40p/hUHfBwvQbQG0sLLv4A+HXxyVqgdUd9Ha8tDS1s4LoIURTyTOPbe9xMIkD+irBSstQjOIyOrqZuPW3birwk1AciINPhxdkE2KeZjWUv658TFa6GJ9hZ3FNDyLjNGwdWwyhCLFm2++aT3fZ599eJFAxO0gKPmUU05huQqrYFxWEzssheGewUeTlFWGTMpczIH4PIGpOoxaFKLlIVNxO6Rqo95PeUkh6xtwFhNQWVZsZU9lIrwgZUut1PLg50Es0Ds66yubYqdhy5oISHYzruG5BL1adMI6TA7PopZO2HMgGbSgW8iYAuEZPHgwy2VkZXkIe0O2Jrb+pMyLmy1sAokgb9Sn0fnEKVoekI7tKoupZ2Wg9X681PsAKWsLkZRlY90FwUSLk3DXl3u9RdaJKFgeEhlXIR8ms9JbYY1rhetM3LB1bDIEFuV62223uX7vRRddxHIRVtlvVy6WsCe2Pf0xXQZD2AyeThvIUkO2WrfyEm1lRVYY0oThXkHA3tj+3bSVFfccJPLbFVu4dWl03ypt4x1ozk5ftDGji0UnUpaJnFP15Kqy4qya1obhbkVtKDStFWtGRcNKor9FJ+zwgEHdu7jOxA37kB4q0bnnnntcvzdniU7crIreRekKL4kKI+gy6uLEFpvk9YtnCKQlZSHJCqsDstMwZkhv3WZQtbay8s/uVcG+4ZVx69MSnbDjHYg8cKKTQRkvCjHmhUCfnekgEUYzT68WHWvT6I105AKtLaa0YYOQgcyHSiDX1ac9oG2ub+Fp3eHGFtprgKUqjWHrWh7S+iqO9xKDToIsaYmOBusrNKIza9Yslu9AQCkCSxFgumJTQ8pUbFIYcB2ks06oBFLhQXZwooSyTUV0sEAp+BMn5LAABQeiA3N0KqITZi0KEfhsEJ1MJzkdZCVllXmTC9+i43ZDDqtInJcsMYuUaSArNji4LVJZwXSYA1Z9mqZWHpjeK0UrEkp/husS8V1hwG0NsI1CvR/qPRYGhveu5CQGsu4+immtY7WM0ckXwEJCJt10JzkKQg272JKbyri0afTvVu6qH1KYZmDU1qinWhQuil6F6ZvntSg02ORcWx5CjicSPztKBBKxT0jd1nlcB/WwW3d1ltVen6Ze29CAbNZXmPV+sk360EXHakN00KMKrRqQUn7uuefy53gt1+Fmk9NBYbiVVYdTXLayQnHDYqUzKVtd08j94fCLo1K1zpaHWL2f8OcBfTaKq9U0pk4xTxDI8GRF01P02WrPEOitw/oqibstMm1yieroepCHdOuL4ri00VtpMnETlbHDHteKjJmCuuhYJ0KRZMaMGWyrrbbiNXTmzp3LqyHjOV7D33IZFoNPO1nCj3dwqzB0IWWJLLF0ljI9ZE2kata7SC2vCLUWBSnidJYHuGFR8RuKDUUjw0JVeQnr3bU07dii/QrasIS9vmKB3pnngeVmi5IuCDk2w03Pq0QcSQTGlQhk6ONa6UJv6aFjnQhFgyLY+LDDDmNLly7lNXXeeOMN/hyv5Wogcjb1CMLq/uvttBGXNexFmIWlTJdxTVefRhdZUZumS0l6ywPJiviBsLKY3LoC0H6FSBncrXrM2eSyomoy5ogO8yA7627Ylmj3h8nwxzWzO0gHV2uyTFxdLZDaEJ2PP/6Y3XTTTay8PKFo8PzGG2/kf8tlkMJI12VZF1bsbJKXtlWFJrKurWlidU2xwD1d/fLISqnKUJ9GF0sZpZinO8npVDcjs6yUWq4PKUslK6omY45UlhZxV1eYyBT/hJpQSDvWYR5EyhLtIoBel/U1SMjERQC1zuOqBdHp0qUL27BhQ6fX169fz/+Wy6AJACWG2AYn6ptbrYC/sCcLKvJiL6hL0yRPl1Mc0lmpzkgqpaHLyYiThwxVssPqBu/l1JmIdwhfuRHhTnWQ0GUOiGUD3MgaVmq523YglMWEdZgqe0gX1xXitxDHpYPlwVkDLL11N9w5WxrPxBVl0lVWLYjOUUcdxU4++WT2ySefsJaWFv6AJWfq1Kn8b7kM1B/gTfLa2nkvIydok+5RUcKqK8JJLXfbJA9p5Ujh1EFhiDIkW4Q87VEj8pDJxWIpjJBjCGIyRMiik8E1rENtIreWB53qkYjzNZl1N8x+XE5QCjb0E8pfOEHzGPFciOsKE1QDDEANMCcgP+rs6KJjh6dZX7rp2NCJDqokDxs2jO22227cZYXH7rvvzoYPH55VBeUoAqY/qp+T7HSk04kzk7+bZO0TYi0Kt5YHEDLU1sDBOFX9Il3iM2K1KPRws4lWkpQWHY3mbKZYEr1kjcmAZqjov6VzhVlkXcG6W5/CuqvTuFJ9mlTzQBcrtBtdQLKi3g++l87ra4NmOjZUolNXV8czqxB0/NVXX7Gnn36aPfPMM2zevHn8eXV16qq2uYJ0G4dOp+NMPmRtZV2XWlZkBYVZi8JNfAbijBpa2jgpJlOxrrLyej8b9CFlmWK1dCgWSMDmhX5baIaKzLXU8Q7hr69M1l39dEFqy4Mugf5u1pduMS/D0hx8ddOxoREdVEceO3Ys22uvvdjee+/NjjjiCDZq1Ch25JFH8tTyfEHayaLRKS6TlUSn2IyMsmqm3NLJSgoDJEeHWhRi6xKkZ4tAAGqzBvV+ksVqOcc2Vu9HjywmAMHQVE08GpaHzNbdsNO13WSM6lKXxk2Cig7tStxadHTTsSIC1aKXXnopGz9+PPvss8/4A6QHr+UbKD4g2WSxsph0URhpqiMn4h0qI2N90mbTiM8BdNJ21qcJu4GfE/2qyllZcczysNxheRBTy8Os9+NmHiAmDrFxaMOSrldPOEG+9vWFOUEZebpsyOnWl3akLE0siS7lO9zElekW3DtckNUZq6WbjhURqNPv008/ZV9++SUbMmSI1ehzp512YvmGdIGoutUhSNckTzcGT4QLVgaku4otKRIp+3rISpVxEfOADW1kn67amqu55aFXBZu3upYrM1GR6dKuRATG7aslmzqtL1pbyCZM1VBXF8seCCWSMuHaoniTsJGqizlqQVG9H13WF41rsgavupTvcGcl0YvsDnbEavWtKk9iKdNjDogI9Ai2bt06i+QACEheu3YtyzfQpEWUvZhiDoWxcnOjVhPb2SRPhG4bMtJaqWsypbvqGCyZqTKubmQ3XcyDbuOaLlZLp/gcQqo5IK6tsFPLM8kKlyYO96gNRW5DXa1POpXvcBNXptthskyI1XK6BXW26ARua162bJntkeq1XAZiGSjFnIpsiYuyW3kx6x5yanmmJnliLQpqVKqzb16nVN1M2Ra6uS/Tj6t+pzgat4URIGUp54Bm7kv7HLC7LawNrneFdqQMhzOkmTt1bHcNyndkqgGmU70fN1ZIy1KmkY4NjejAoiM+Ur2Wy0AsA3V2FX3z4gani8JIdZqnBdmrspR1C7kWRSZZUYuClB3V2NA1KF1MLddqQ04RR5BoAVKpvfVJR7JL4wariGjd1c1lkc66qyOBTFWfRrdA5M4WqDot6/2IoPUTBR0bSowOeloZJDaOH9bVcXIzZXRvbRUGyfrxD+ttG7KO7pVU/m56jlgHHWpRpJMVFVJrrVoUegTMpjrFgZTp5r4UxxVl6uGqoHuu4yYHayky6xB8jBRzq8aWhrqArLsrNjfyOdsrTiR0tOqRPOtqm7h82w6u1jINvnNcmai39JsDdl2gv44lBCrR/vvvH+THaY1kLe/1XYTJyINe6aTprU/6bXCZZEUtCvjDdZuv1LoEwbyIdUDfGzxHkKIuoFgtnDCXbKhnY/t3i9X70dBKEksxr2Dz1yDQu84iOos11QWYsyA6mKeTh/Xgr+logSR5Pl+8Men60k/WzvuBrofJYUks0brqWIIe+aB5iKSsWLO6NFEkDwmzqjiu+m1woqxiZVxLVo3cK8CA6i48LVtsXULzFSSnRJPU8k5lEeIyIhauSaN6P8mzMGP3HrWK4MrS8SCRrI+UjjFlKQ9omq6vZBZTmrthN0xOmYm7PpaJq7OOJeilnfIIyWIedCsOlVa5aZhWLC40pLsii83eN0ovWVGfxlkZV1dzdax1iT3bQteTfLJNjsZ1iEb1fjqXcIjJuGJTI58TcGn1jycC6AJnF3O43FALSktdkFTH6rm+kmWJ6Rj/JsZqwcUOV7ttXDXTsQS9VnweQWTFMKvba1HoNbGpeitcARvjE1vH2AwA2QtIc8VBg07FusqarDKuru7LZKdOXWMzklkhdXUFiRsZ3XvKFoNLC3NEZ+vT0o31vN4PakKhNpROsGrpxIl5TMfqVb6DQPJQDTCd11d5SRF3rYvrS1cdSzBEJySgvD/M6DCnY3KjaJxutSgIKLxHJ0tMaB1rUdjq0zgsULr6upNlW+h64kxGHnS1PiVLh9fVLZys953Oc8BZyVmUVadMUbHsBQKSYX1AvBZQVV7MemiSWk5AujvKigCQU9SxdBjSUW8tXKe/jgUM0QkzxdzqYl6XcAVpVIsilWlVx1oUqTZkWKEoFVbPjYNiSWL+bipqp1u8QzIXZsIvr59yc7Yu0fV0LK4tKiCq87hS6jDWFVKKdZbVXp8GOla/IowEyCNWnqZx7aGpjhXdglsaWywXlo46FjBER4dI+/X1Wp+OnW4LXQORkxVhoxoaqKmB2hr6zoE6tqm+hdU0tmpbi0KMz4jV+9F3zpKsqDQOl4Wu8Q4AKs2KBUQT8Q76yYrUYWpJAb2l8xxIdUDTLcA72QFN93EdLuxdVIFcVx0LGKKjycZhZS5oOrHJHQRloXMcibNUfSIjpEJ7AkmyDqhGkLI+qeWd52t9rFx9c5t29X4IOAnDRdFpHmi4vmKB3omAZJ1ldW7IuuuCZOtLX1nFg6/e4zos2d6lqY4FDNEJETSJ4a7Q3cdJShey6hzvAIgmYN1PRon6NPXsh7X6lf0XgbRsiiv7dOEGLev9JHMFfLZog1XvZ5BG9X6SbcgL1tXxWkU6zwMx/smy7mprJUn0PdM5S9BZn0Z3vTU8QvsBoKedKU+Q8HPWs/qWVs0VRoLBIyVaxzR4p3JD2isKsel8MhLr06D6tM4uQYorg3J7d+5abWOJxDk7Y9lm9t7cNdrW+yHQPf9kwXo+F+DKouaJuoF01Pdra3kNKJ3nrGjRQUd4nXWBWAOsPV6fRtf1NSw+hnC1f710k9bjCui56vMEFivGItS0FgWB5NpY38K+XbEl/pqeixBprkh3Rdrrh9+v01pWWBkoO4TIg66yivPgvXlrtZ6vouL98Pv12o8rbXLvz4+NKwgl5obOeuvjBet4vR8cfPpW6ZVa7iRlOPBQrSpd5wHJhTIj81bXar2+ytEOpDqWifvRAv3XlyE6IQJmdCgzFN3CplypYS0KQmVZMesTV2YUMKvrKY6nmMdlo+6/usoqbshIgxV/1xE0jglZ9R1XmgMN8cKROo8ryar72hI3X6uzds9K7er9EOieI/OSdCyaZOoINEhGMC+MOZQpGoV50GCtL31lNUQnRMCMPkSIGdCxFoUIcaPopmEtChHOTY2sJjrCeRLS1X2Z7ISp64kzWXCkzop4eITG1TlfdZaV+p5FQcdCLjEcADoWJTx0xXDHPNBZx0ae6DQ0NLBnnnmG3XXXXezDDz9kUYOoNHSNeUk2sbEZ66ownOOKWhqistMNUdrknCRMb1LmlLVC+wKiBF1jMwBYHZBKHIU54FxfOo9r5/1Abx07vHd0dGykic6qVavY9ttvz6666ipOco466ih22mmnsShBXHg6+zidE1t7WQXlpjNxcI4lYh1QqyQypzgN6/04XQFRmLNiAVHdZY3y+tJdVvu4mjkgC5EmOpdeeinr0qULmz59OnvwwQfZ22+/zX8+99xzLCoQF56udTOSyapzvIOTlOk+riJ50Jk4kOWBgPgyHev92GO1YuMJY8mQHnqPbZTWl83yoP36qoiMrPZxjc4cGKH5uEaW6LS3t7OnnnqKW3DKy2PR3xMnTmRTpkxhjz/+OIsKhkfqtBEli050ZEV9GoLOxAFAR22Cvkb1zoQXgf+i7DrPWbiwREKpe/yT7q6raFl0oqO3hkXI+qSvjTwDlixZwmpra9nYsWNtr+N3WHhSoampiT8IW7bEUqXDgqgk9FcY0TlxwgWEtFcUitM5NoPcFgRdU4pTZeLpDpqnup/kxfWFej/inNARtLGBPA6IN/zVFZQGDYzq25XpDFGviokqOqIi3g5k9ZYm7XWs3qspDWpqavjP7t27217v0aOH9bdkuPHGG1l1dbX1GDJkCAsTcFVMHFzNdhreQ9taFISq8hK27aBqngmwdf8qpjOQ7jpxcHfeomCbQdVMdxyzwyD+87x9RzPdcd1RE3iRw9tP2p7pjn237suqyorZgRP6M92x84ie3MW226heTHdAD2Bt4aeuqeWEbQdX80MPrGSI29IZKOGx/ZDubGSfSi637jhkmwE8EHmXEXrP2YIOdOeLIBYsWMBGjx7NXn/9dXbAAQdYr59zzjk8MHnGjBmuLTogO5s3b2bdunVjYYBugc4R9oSm1jZe9wekR3dsrm9hq2sa2Zh+epMyoAUNHTc32gJSdUZrW7v2VgdCe3uH9psxYWNdM89eiYK881bX8LpfPTQnD1T3qay4MBJ6C/sButib9ZUZ2L9hsMi0f+tve06BoUOHsrKyMk54RKKD37faaquU/4f/wUMnRIHgENDXSMfeRslQXVHCH5GpqRQRkgNERQkDUSANhCiQBkIUDhAEMR1ed2A/KC6KzpwtjMD6io62cqCkpIQdeuih7H//+x8PTKa4nXfffZcdffTRYYtnYGBgYGBgoAEi67oC5s+fz3bffXc2adIktssuu3DSM3z4cPbaa6+xoqIiqaYvAwMDAwMDA33gdv+OrEUHgItq1qxZ7KCDDuJxN9dccw179dVXXZMcAwMDAwMDg9xGpC06MmAsOgYGBgYGBtFDzgcjywLxvLDr6RgYGBgYGBi4B+3bmew1eU90qOZO2PV0DAwMDAwMDLzt47DspELeu66QsbVixQpWVVUlNc2b6vMsXbrUBDkrhBnn4GDG2oxzLsHM5+iPMyw5IDkDBw5khYWpQ47z3qKDwRk8eDBTBdxYk82lHmacg4MZazPOuQQzn6M9zuksOTmRdWVgYGBgYGBgkA6G6BgYGBgYGBjkLAzRUQS0mbj66qu1azeRazDjbMY612DmtBnnXEKZBnth3gcjGxgYGBgYGOQujEXHwMDAwMDAIGdhiI6BgYGBgYFBzsIQHQMDAwMDA4OchSE6BgYGBgYGBjkLQ3QMDAwMDAwMchaG6BgYGBgYGBjkLAzRMTAwMDAwMMhZGKJjYGBgYGBgkLMwRMfAwMDAwMAgZ2GIjoGBgYGBgUHOwhAdAwMDAwMDg5yFIToGBgYGBgYGOQtDdAwMDAwMDAxyFoboGBgYGBgYGOQsDNExMDAwMDAwyFkYomNgYGBgYGCQszBEx8DAwMDAwCBnYYiOgYGBgYGBQc7CEB0DAwMDAwODnIUhOgYGBgYGBgY5C0N0DAwMDAwMDHIWhugYGBgYGBgY5CwM0TEwMDAwMDDIWRiiY2BgYGBgYJCzMETHwMDAwMDAIGdRzPIc7e3tbMWKFayqqooVFBSELY6BgYGBgYGBC3R0dLCamho2cOBAVliY2m6T90QHJGfIkCFuxtTAwMDAwMBAMyxdupQNHjw45d/znujAkkMD1a1btwBvjYGBgYGBgYFXbNmyhRsqaB9PhbwnOuSuAskxRMfAwMDAwCBayBR2YoKRDQwMDAwMDHIWhugYGBgYGBgY5CzylujccccdbPz48WynnXYKWxQDAwMDAwMDRSjoQH5WngczVVdXs82bN5sYHQODPEFbWxtraWkJWwwDA4M0KCkpYUVFRb7377wPRjYwMMgf4Fy3atUqtmnTprBFifw4rqttZuUlhayqvCRscQxyGN27d2f9+/f3VefOEB0DA4O8AZGcvn37soqKClMk1CM21jWzlopG/nxEf1OWw0ANma6vr2dr1qzhvw8YMMDztQzRMTAwyBt3FZGcXr16hS1OpFHcUsAKitv58/Ly8rDFMchRdOnShf8E2cG6TefGSoe8DUY2yH089/VydsmTM1hLW0whG+Q3KCYHlhwDA4NogNarn5g6Y9ExyFlc+OjX/OcOQ7uzk3YeGrY4BprA9LQzMMiv9WosOgY5j/V1zVKv196e14mKBgYGBpFC3hIdU0fHwAtWbW5kO9/wJrvl1TlmAA0igaOPPprdfvvtYYvBnnzySZ5B4/Z3A3e49NJL2cEHH2z9/qtf/Yrf8yjgqquuYqeffrryz8lbonPeeeex7777jk2fPj1sUQwihL+/PZ+n1f7z3QVhi2KQJ3jzzTe5+Z4eCNAcN24c+8c//pHxf9955x32+eefs3POOScQWQ1yF2effTY77rjjpF7zN7/5DXvmmWfYV199xVQib4mOgYGBQZSwdOlSnnK7YcMGduWVV7ILLriAPfvss2n/589//jM77bTTWGlpKQsb2CTT1S/C31euWc9WbGpgrSaBwDNAgDPNC12AIn8//vGPlVscDdExMDAwiBBg0Tn55JPZwIED056EQSpeeeUVdsQRR9he/+STT9iPfvQjVllZyYYOHcpuvPFGnnoP3HrrrWz77be3vf/FF1+0pZD/5z//YRO3HskeuudOduDOE3jK76xZs1hZWRn/PBEvv/wyJ1nr16/P6JrC3/v16cnW1TaxFZsb+ecMGjSI/f3vf2djx45lXbt2Zfvssw/7/vvvO32fvffem2fnYEx+8YtfsI0bN1p//+CDDyxrGL7Htttuyx555BHbNeizbrvtNjZkyBD+nZYtW5ZUznTjBzz33HNs4sSJfDxwrWuvvZa1t9szPzO9J5U8eM8ll1zCyyMg3frEE09k69ats13b6bo67bTT2DHHHMNfx7V69uzJTj31VFZXV2e9549//KM1Rqg0vO+++7Ivv/zS+vsVV1zB/vWvf7GnnnrKeh8sjcB///tfNmHCBD62W221Fbvlllts4/Hpp5+yPfbYg1VVVbHhw4ez3//+96yxMVaDCcD8xL1XWancEB2DnEeedzkxSFeQrLk1lIefOYlN4vHHH2erV6/mG1IqfPzxx/znDjvsYL32zTff8P/ZeeedOWH46KOPWE1NDZs9e3ZWMqxauYJN/2gae+DZ1/imts0227BDDz2UPfzww7b34fdDDjkk67pFjS2xjXLFihWcqLz11lts4cKFfDP95S9/ab3v22+/ZQceeCDfuFEMEpsq/uenP/2p9R5sshhvsoZdc8017IwzzuDvFYH/g6sPY4LvNHjw4E5yZRq/r7/+mlsoQLZQ+wUkAEQNljWCm/ekkuevf/0rJ0FPP/00mzdvHiel9957b8bxfPbZZzkpAyHFeL777ru2zwORoTHCOO+55578fuK7ERE666yzuNz0vv3335/dd9997PLLL+dWJIzto48+yu6++24uJ+HYY4/lBHX58uX8u/To0YO999571t8xliBdIrGSDZNebmCQBSRkOhpogoaWNjb+qtdC+ezvrjuIVZRmp35xGicUFhbyDRsbSCrAAgALiui2wml7xx13ZDfddJP12g033MC84Kpbbme9evexfp86dSq3HmDTgrUDP2G5uP/++z1dH4Al45577uHWAODCCy/k1glYNjAG+D7YSEFcyBUC0jBq1ChOBPv162e7Hqw+2KyfeOIJbp3YZZddbH//97//zS0lqZBp/GAR22+//dj555/Pf4flB8HCeP9vf/tb1+9JJc9f/vIXbtGBBQu47LLL+PfIhJ122on97ne/489hsfnJT37Cpk2blvS9sPhcd911nLDgPSA8qQBLFEgQEe7Jkydzi82f/vQnHn8DUr5y5Up+DdwbPJzfEd8PFiK4Zp33QxaMRcfAwMAgQjE62Dxg4YBbA49USGY1gqtrr7328i1L7959bCSHXBDFxcWc3JAVAUTF6TrLBiAqRHIAWAOampp4awAAgdYPPvgg/1x8FsgPSA7www8/8J94Pzb5ESNGcNKHTfWxxx5jS5YssX1Wnz590pIcN+OHBBfnZr3bbrtx1x21MnDznmTyoIElrDwgWk4SkwlbbbWV7XeMo+jew1iA/KDNAsYRYwSi6BwjEWvXruV/P/PMM23jD9JJYw8LHH7HHEACEFxU+B5Bw5NFB2avdCeJoPHCCy/wyY7Ty8UXX8wzEgwMCMZzZZAMXUqKuGUlrM/2CsR1QP/CPYMgzosuuiilBQhxOtjo8T9EfrItwOaMLwFKkgQ34zNgLYG7CjFE+IkAY08tIuIcLZOsFLOSzioFqwP2CLj7sDcg1geWp9raWtv73ARsZxq/ZOSSXqP/c/OeZPIke49bFGT4n5NOOonHN73//vvcxYV7iXia1tbWjPMCcVhwH6YCrFJw07322mvcIgXXI8gw3GMAyB2+WzJXYagWHfjmdIl7wMnmoYce4jdq2LBh3CSYbGEaGMhAATO+q1wBlD/cR2E8ZFR7hQ5OF8AJKwHwxRdfWK9NmjSJb2ap4DzpA/Pnz3ct0ymnnMJef/11brV44403+O8qge+DDTTdfoS4EATtwvIBkoP3ei0rkmn8EJT72Wef2V5DLBBilGChcfueZIDLCWTEKbvfEiltbW1cHgQrw/IDkgN3EyyIIkpKSmx7K6xtCJh2BqAnA+JwkCmIewG3G+rYEfDZcClibLUiOmB6CITSAVjMMEPCT/vrX/+an17wMDAwMMhFQL/Bqo4DHuJVUgEW7oMOOohnTREQH4GNBQGkCN5FgCieI0gV2H333XlsDwJk4R7C5yDewi2wifXv359bdPCTYklUAdYcBAKfe+65fGPevHkzzwY66qijrPcgYwsWHbhZkKH0f//3f5yIeUGm8UNcCj4fGzlcNAgmRuwN5CS4eU8qwGNx8803c7KF74qML5HIekFRUREbPXo0e+CBB7g8CxYs4PFWToMBDAkYNwQdExAn9s9//pPdeeed/HW41uBdwV4MYMxhhMCYNTQ0cNI8Z84cy70IvPTSS9wSqLIEgieigwhtmP6QZoeBgc9YfLgFTg7wMW+99db8hINF5QRMZ5hcYI9gfQcccICNZOE1+GlhyRk/fjyfBNTx1MDAwCBXAFcU9CRiVhAXgQJumUgINlWQFjr8IUsHmyyCTBGzMmXKFH49cvfj51133cWuvvpqHq+BoNRUrrFkQIwGYj2QnQSyg99VAina2PSRKQRLCb4Tgn3FgFcEy2LssD/AYoHN2Gvhu0zjh78jOBip2L179+buRVhKQK7Ea2R6Tzqig/eDyOG7IGZIRmXhhx56iM2cOZPHBCEGCYTXGdfz85//nJMdGDoovRzzEFlgcE/B2gTLzdtvv81rPAEYd5Bx/I7viqBluLlg3QGQ1YXA8GzmmBcUdHjwQWUyu7q9JMo/g5Uefvjh/MuD2TpjfzBh4eul9DhE3YNggcVTV1MEcYHVgiki4h5mQESOuwGIGkyCkAMR4Qa5g+GXvsR//t8BY9j5+9kXrVdc9dws9sDHi/nzRTcdJuWaBsEAhzBsiNigPMWNRBTYaGBZkbmZrKtBrZsG/nziYHltG2YsixUULC8uYmP6J4KQDXIT11xzDVu8eHHazLx069bt/u0pGDlVWlq2wGkBSFWYCaZTmMVwagFTBPA7TKJggT/72c+4HxjuKxAlWHWQEodBcUt0DHIfekSTGRiEA5TYjxrMms0fohMEPBEdFGAKAiisBLIjWnkQsLXddtvxoCYQHfj18DvMrIsWLeKEyFnZU4QzhieMVDcDAwMDAwODYOC5YCCi/RFghHx5qkIJF1K2FTDTAcFegDMSHX5E+htMsjNmzOAPkB34D9MBwVtINzQwMDAwMDDIfXiKFEMkNVLB4CpC6W0CcuUR3a4azloGqMIJ91UmkkOVJOHPo4czhc4g9yCzEoJJLjcwMDDIA6KDyG8QC6fbBxH+Ymlsv0AsDlVgFIHfnaW93QI1AhC0hBS4XXfdlZM1AwMDA4MsYBi/Qa4THTTkQiVKZ947usL6zekXgVgbZFYhG4uAXH2kLiL9zQ9Qjho1AfwWWzIwMDAwMDDIMaKDdC+qjyC6kFBNkVK+ZQDXOuecc9j111/PCQl6b+B35Osff/zxvq6NYk2oq+CmT4iBgYFBVNHa1s5qm/x1TDcwyDuigywoFJUSiQ461aLmDdpDuAUKDeH/qSsvignhdzHlDMHDKDx12GGH8RgcBDyjxLhfQmUsOvqgpa2dvfbtKrahrjlsUQwMcg5zV9ewH9bWsi2NqfsWGRjkMjxlXaHyJKonopkXTgmwrlBtnQ8//ND1dVBdGY90QH8NfB4eMgGLDh7o82EQLu5+/wf2p9fmsqE9K9j7v9tX+vU7JFblkNGjKBkWrqtjHy1Yx07YcQgrKVJbTdYgv9DWHpv/WxpaWHWXkrDFMTAIHJ40KnqHoLcH+qig/TpcWWeddRaPnRF7WOgMY9HRB6/MWsl/LtlQz/IV+976Lrv8mVns/g8Xhi2KgUEnoEs6EjiiirU1TWxTfWqL8QcffOC5LYRb4DNUtzowkFxHB7VsqF+FgYEfmI7gCUxftJH9ci8znwzshVMvvfRS63f08oMb/4wzzmDbbLNNVkOFoqrofYWDKuIsx4wZwzuMo99gKqBWGmqPeW2EqQJIiEGVfDR0zoTGlja2Mt6uontF8saRqMuG3k2qZACQ5QsPBgwEhxxySFafZeAPnm3kiMlBIy90KcXjnnvu4VWMowITjKwPZLqWDAxyDei4/dprr3FCAosAapch+xSJFGjq6BZPPvowt8ajgzT6XyHkALGO+Jmu/hnCBo488kir3IcOQOLLW2+9lZXrLh323HNP3mhTlQxAcXEx++Uvf8njTg0iYNFBt3AEByO+BSnlAFq8w8KDlusoJhgF1xUe1BTMwMDAQGcgCWTw4MH8OYgKyM+LL77Idthhh4z/O/e7mex3F57Ly4KInb2BSy65hG3aFGummawCPlxWjz/+uO31mi1b2P13/pPN/OoLNnJwf14sVsxgRf/Cv/3tb2zu3Lnc+o/O12JJEPQoxJ7xu9/9jt177738/TvuuCPb//ifs9KyMv4e7C9o9ojyIoiNO+CAAzjJQ4gE6rVBdx988MH8vUhYQWV8XBNdwHGQRZdyWK8WLl3OLro41hm8T/euvCv3+eefz5tEE0D+7rzzTquuWir5UEMOtdhgZUsmw9SpU5PKTLF9J5xwAh9vfJ6zO7iBZkTn7LPP5m3iMZGpmyjidNCKHbE6pjaNgU6uqyhl1UZJ1sgDg90SkhW6pAKR7Z7/ffny5byyu7hZp8NjD9zLevXukzRGBC6sVE2Q0eantraWF4glIPP1gL2nsC5du7HjT/k5G1hdxq+LLFps3ijoOnnyZN53EFYo1FZDqx5YjYgUQH6QJ5CWCy+8kL//6quvZtNnzGZX33I7fw9+f+SRR9jll1/Oq9+DfKDTNQ6ocP2geTN9H8SGIhEG18T+A7KDbN6qqio2cOAgdsoZZ/P39e9axJNoJk6cyGbPns3JUTLXVSr5FixYwD0ZuHYyGVLJfNVVV/H3wOWI8ij4LEN0NCc63377LXv11VdtLdPxHKcFtwvPwCCKUJR0ZRAGQHJuGBjO2P9+BWOllVn9C3oKwpqAQyUsCjhYgki4wewZ37Dx22zLs1izwffff8/JQvfu3a3XYMloaWlmjz75Ere+TBzcnceeNDfHgn1vvvlm3vPwueee4yTqxBNP5GENqJxPRAfA++Euog2/qKiInXX22RbRARn41a9+xU4//XT+O64DcgcLPBo547uI1wPRwTUfffRRW2Pn7t2L2JR9Y2VPICusYYg7QrhFujjTZPKhjhuIDjWXdsqQSmYR2CNh0THQnOiAuYIB9+7d2/Y6Xhs5ciSLAkx6uYGeMCYdg+RA8DF0blNTE/v444/Zv/71L25VgEsrExobG1i1QFbcAgQFwc8iEJdy6OFHWS4mij/BA/jkk094aAMVlQWOPvpornNhHeratavVrFm0aowYMYLV1tSwhoZ6VlZVxYN3//73v3OSBRcQ3HaZwgzQ3kckOYRPP3yfvfHis6xx8zpOYEA0yA2YCsnkg6sKY5KqjpsbmfG/UYpnzSuig1MEAcHHYKp/+tOfuF8WtXQQtwPG7vT/6goTo6MPjJXEIDT3ESwrYX22jxgdhA4gbgQuGjdtd/r068+WLlmS9Wdis9+4caOtkTLISvceqUkT3u/c3Ol3/I2IjrOFEF2/o72d//zzn//MJkyYwJ588knuPsIhGllO6dr/wPrkxP8eepBddOEF7LSzL2D7HnUo//zbbruNJ9SkQyr52uPyJYMbmeH689vCyEBR1hVYPT1wskCqIVg7As3QYBPP4fMkk51BbmJdbRNbst6cRlTBxOgECGxccB+F8UjC7tGqARWMN6ap9yICpGeJS/Kyx74HsBlffcFjTLIBYlMQkDxnzhybZWPunNkp/wd/d7pm5s2bx4nDoEGDXH82XEUIckaCCzLPEPNDBWazKdz52KOPsJNOO5OdddFvea0cuJpgFfOLZDKkkxmANQkB2njdQEOig8rHbh8GuYsd//gm2+tP73DCk4/OoCjV/Glv72BXPDuTPT59adiiGLjA6i2NvCfVUheFM2GNQFAtMoHc4LhTTmPDRoxiP/vZz3hatAi01ElV0R6kBbV6xEBdHHRfePYZNv3jD2w1ZRB0S7FEsGigVg8Adw8sHchIEt1ZmQBXV01NDX8OkjRs2DCrkj0sTbhuQ0OsPk46dKmoYMsWL7J+x7hBXr+AG5FcWW5kBjDOiOtBuyMDDV1Xe+yxB8slmBgdf5i3uob17prw0ftBdKhDtPDWnDXsoU9w4l/CTtgp1k/OQF+0Zqj3QsHIsEbMnDmTkxCkRLtBRUUle/z5V9gff/9/3J2CrCNsxLC8oBwIMmhTAUHP6G2IlGxKkf5q5rfsV6eewIaNHMVKCmMFZKkODcIa3n//fbbLLrvwgF1KpUaQsnt08HAJFDQEWYBVCUQKmV0AXD+jR4/m3wMxo0jtToXfXXIpO+qIw9kxP9qV9ejWlRM9GRaVUdtMYkOGj2TbbDuRjdlqNJchncwA0t1BNsl9Z6B5ZeSow8To6AMTfqsG6UreG0QHqJPzyiuvWL+DoCBzBxt9NujdJ0ZGUGwQoQdws4CAOJNKnEANHMS0QAaq6Pt/l/yeHXbiz9m82d+y3bcdxSsri64cHCQvu+wy7rICCXJWcEagLlKtRYwbN47984EnWFl5LPgZ8UfnnnsumzFjBpcVsS8UGI0sX6R+44GYF5A3BPk6rwlMnrwje+nDr9jc72axsQN78PGEC4+yxJIVDEwlH8aAZNjSUsAef20am/fdLNazuJnLgPFMJTNS0eHSIkuXgeZEB0FwCDpG7w4ElzmBYDUDAwMDA/9AKrOYwuwXqJmTjYUe2VSogeMM3u3WvTvbcbcpbOzg7iljiFJlNiFWxxmvg4BlSgMngCTAMpQMcAE5XXepYoAqu1axSTvvxrYdVM0J2fjx421/R5wpHpnkc94HyDBhux142nommeG2gwtQ/BwDjYkOKj22trayP/zhD7b6CgYGBhrFE5l0trwBKvYiGSQZ9jr0GHb4sSf6ur6zbEik3M2aCAt3Fh4GESE6qJMA3yMCwgzyEzKDcgsilMoUJe4QIVEjCTHlOmwgLiZVG4fWyr4sauhQeF097piB9kQHZbPdRLsbhIcVmxrY3e//wH62+3A2ond2FVgNcgOq9mCkQX+/tpZt3a9Km40+aCzZUM9qG1vZ1v27sqIsMolUAYXqUmHGsuQEyMAgX+BphaIpGbqwojw4TjVRRK53L//lg5+z/3y0iB1/18dhi2KQBWSuJ1Uc5MJHv2YH3zaN3fdhImU3HwO9W9vb2ab6lrBFMcgxLNtYz5asr4vs3pozRAdFpNDsDRHmCLDCqU58RCXrCpkHudqAdNbyLfxnJOrdKJ4zcuvoRAeqav68NDNWh+Vf72VXfE4XmA0kj9Gh/9zcUNfMNjW0sOa21BWY8wkdEgifJ9cVqh/DEoIKkCYY2cAgb/SwDRnKvmgHamiZrH+TgYFuMAadGKggY7YNaX0THdRGeOedd3iaokH+wJyEowXVxtWozAcKGkZdExzM1qxZw19H3RWvFuiO1lgNlubmQtbYKGccWpubWEdra6fegn5BsrY2owifnHii5qZm67oqZG3vKJR23abmVpushYVyFgZdk64rA+0dHdZ1m3DNtiKmM1rb2llLWzvrUlqsZN2C5GC9Yt1i/XqFJ+lQkROt5w3RkYN/vD2flRYXsl/uNYrpjIjsa0oREc9sIJA9Hb5YvIGVFRexbQal71CdDb5euon97L7P2GWHjGUn7TyU9e/fn79OZMcr1myMJWO0bCphm8rkKPn1dc2soTnWLqC0QZ7FiWStLS1ijRvtjSq9Aq0qKD5JhazFhQWsoLZcyjWbW9vZmpqYC7+4vpwVSlrEJKvMMcDmvmZTjDQV1JaxkiJ5ge7tHR3SvruY9ALLbp+upaysRA0pA8mhdesVnlboOeecw91XKBuO6pzOUxGqVhq4w9qaJnbr6/P481N3G87KFU0WGTA8J4AxljjIquPlZFp0Nte3sB/fGQuc/+GGQ6Wdun/1vy/Z5oYWdunTMznRwZggaxTVelGi3yvOfPpd/vPXB4xhh40dKEXWB174lr0/by1//tb/7cNkgWQ9YFw/dumhI6Rc8/mvl7Pb35mvTNb+1eXs4TPHSbnmvFU17JrnYx3eXzh/D1YhyfpAssocg+bWNvaLZ2L9Iv996o5sRB85rSI++n4du/K5Wey03Yezn+7WuXq0V5z559gYnLDjEHbW3nLmlgi4q/xYcgie7jh6nwDoMxJlk7YOaGxJNHzTfdiiel8jKnZexeiIHbtb2ttZWWGR0nsP5elHgS6via3b1oJiaQe7zc2J68o8LNI1N7cUSLtuMytWKmthSbu06xYUN1nXLS0rZ+WSLHB0Talj0NJmXbeguFTadS99bg5bU9PGrn9tAfvFvmOZLJCs9W2FWhs4PN1x06E8PyFubDKNBcYbFM0MMZnEt7iowOZqgAsrCohSN3uDaAGuJlkoLQ6/1lPkiE4udDI33cuzR4dxXkUKyoORJV5LjEUA0cl3K6QKRImSqbptus8HUTyZopaqJjoFOdrUMx1SNXLTCbp0Lxcns0wGrwKaixcIohT3otraoGo+tEn0iUVpyqpeX3L7qLFIIkrzQeZ+UKj4hulu2fREdIYMGRJp1qyrlSRfR0295SFfR1YtZK5zUalH6m7prd8NHPpF961J1FUyY+AKWH7DE9Fxdsltb29n8+fPZ5deeim78MILZcmWd9CdIGounkHABFKmIlZl2VQ9Z/N9A1EFZfdNcx1md11pLmyELHyeiM7YsZ2jttE3CpYepJ6fffbZMmTLC9gVPNMa4gak+bw2cNwjFZ22pRIS23WlXdaARXPjzFfrrlkHaiA1QmnMmDG8f5SBe9iWnd5rUHfxAkGUCJ5qk73MS7YL7EZ8rvvGFpXefgYx6M717GRUc2EFFOQL0WlqamJ//vOfIxGIrOvE1j8YWW/5cgGqhljJ3FKWGaPntVQr+ChxJt2DT1NBdw2myqJToPh25aTrqmvXztUa0ZOiqqqK/e9//2NBora2ll111VXsxRdfZAMHDmR//OMfI5X+HiX+rrt8qZC//CyhfTo0J0/tESL8qpCnXztgy2ZHdEIZJDKdgogS01CJzkMPPdTptR49erDtttsu8G7md955Jxs2bBh76aWX2BtvvMGOO+44tmrVKhYVRCn4TJV4+b0Eg1HwKsiDzCsqC0aWdiXhmmKsmpm8kUJHhATUXtYIESlPROfoo4+WKgQahC5dupQ3C62srEz6HjThg/Vm+PDhrLAw4XH7zW9+Y/nJe/fuzS060YKadEIV0J2IGaQLRo5OermqbC6drxkEIiq2tkX41KeXS7ToFEi7VCjXDy1GBynlS5YsYV9//XWnh1sgcPnMM89ko0aNYttuuy2bPn16p/ds2rSJHXLIIWzo0KFs11135T/ffvtt6+9EclpbW3m211//+lcWJYhKXfuMAL3FSwmpYmu+oIO8d1IJifhc84mmt3TBT13d75cI3XWsiAgNq/bwZNH56KOP2Mknn8wWL17sa+K/9957bJdddmG//e1vk6asA+eeey6vxLxy5UruFrviiivYMcccwxYsWMAtOEBdXR2bOnUqO+GEE9iJJ57IogRboTTNJ3aelraIrCIWM4J0V/C2U7fcKzOlZRYiSnxlZ/RFZhz0XgaRqpQvQvfb78mig9YJBx10EJs3bx5bu3Ztp4dboObOL37xi5Tuqo0bN7InnniCXXLJJTwGCIr78ssv59abRx99lL9n9erV7OCDD+aWIZAvN9lhaPsgPsJEu9DWR/d5rerkFqXMmChB/N5RcovqruDt9aQKorMOIsNG5OoadSQ6SllXBSyf4cmiA4IDa0y3bt2YSnzzzTec1MDqQ6ioqOBBz1988QX//eabb+YuLxAdUb5Ust14443s2muvZbrAXvq+Iy8zxFR/a7md1qOjMCKVbZKC/Pu+ronRUYKotuzQfBnY1qnua9YGzYmUJ4vO6NGjeXCwaqxfv57/7NWrl+11/L5u3Tr+HKRl0aJFthghpLmnwmWXXcaDn+mBIOgwEdXKyJFagzJP3YrVuro6OkxrqEovV5N1xSKJgjwdA3s/Qb0Ft8eqsciggOWgRQeZTrCg/P3vf+ekx2kWKy8vlyNccUy85ubmTu4nquUDUpOO2DhRVlbGH3fccQd/tLW1MX3Ig+YzW1XgtOLvLfWwofgWyRwK2/fWfWpFKDMmsjE6BSqDx+UOhExXS5Tmlihfm+6nkwjBE9E59dRT+c+JEycm/busDZu6pCMQuX///tbr+P1HP/qRr2sjzggPxOhUV1ezsBAlK4lNPEUZNyoQIZ6jzM2me9yLuqaeaoORowSpbtcIua5UudxVQDxAtslML2dqoTvh90R0pk2bxoIAiBTcVC+//DLbYYcd+GvI9Pr222/ZH/7wB5YLsKWXa74KoxTUZ4PU02GErE9ijA7TG5FyXSm4Zuy6ut+lBFRLKpRKy1+rue6yRih20RPRkdViATVykDqOzClg4cKFPGW8b9++/AHXFdo7IK4G7R1QQwdZVzvuuCM74ogjfH22Lq4rW/CZ5opOlfUpQutZeayL3FN3NK0Q2hcMbI9mNotMUVW7g+Rms0XTat4mMSi/IDrTVB+iIwvI3AJxASZMmMCbglLtHDyACy64gGdQPfDAA6ympoZNmTKFk5+ioqKccF2JfljdXbJ2E7DmwgoojNAil6mQouQWVXXqNq4rNYiStUF3vRqEC7cgzysjh0p0jjrqKP7IhNNOO40/ZEIXi47ddaX3ilR1MlJNmqJU6yR/55bwnOkN3eULOlZNxfqVeTgRm2Nqvgwi1dy2Q3P5REj0hEYLsOagBUWythPhFUpjebkZqe7DpMpKogIyXSFRqnVir6Ojd4yO7htQEFDuupIZV2d7rve9E+eW7llXHYJ4mht08pfo6AL7XNZ7YgdRuTQfF6EqRLXasFT93hEdN5vqgM5CReRBBWSORJRcuFGtq1aQq64rNPVEIPGGDRs6/W377bdnukMf11V0FmGULASqFqHyrCuJ14psRp/2wrJounAjtA4UZcJHSm/JtGwWKCDRuhMxbZp6hgldgpGVnWQjFPOhOgVYlRlcBVS52XS36Khy4apxXYnXl/cJuq//IKHOoqP3IIvuKql1dAqY4sNkQe4RHWrqiQrJaLZpIOu0ofsibFeUXi7/e6va2DXXk9G16AjPdSdl6sosRDT+S/MYHXEd6D+3oiNrh97iRaepZz7AbqpkWkOs6yBzkqtY0OJYSq02XBClGjLRcYtGtTKyzMurDj6Vmcmk+oAm877ZA3xZdCybUl1X8qE7EYtMU0+VQHzO+PHj2U477RSqHKrM4CrQKlp0JF5XhX4Xzb4ygzBt7aM6oqPgdZ9byqwk8i6lnJQpL0apqNeVCoImNR5duEeiDtPfosO0RnuEgpEL/TT1nDlzJmtoaGCNjY22RxSgS3p5lIKRRYWmva+7Tc24iiZ17RWRoNN1l1UVeVABVcGtaiybwmYk8VwvXklz7mCz4uiesq0svbzABCNr29QzHxAl94ItUE5zs6rMQL5UwOmwqNBfhW4nVLlC8rYYpYKvHang1gCsekqsJFLXQXtkiI69Ur7esnaIFh3Ni3ho3dQzHxCl4DNxEbbIJDoF0VQY2p9kI5TRF6VgZFG6VqnrQP5CsJNdedcVv7b+5CE6skYpU7I9QmEXoTb1DBO61NERF57u/mO7RSdKsqo8ycq16Mjc6+ybsN6KSJRV5u1S0edM3IBaBRep7gGjqtxsMskeQeYVRb2qQlaZEOWTGTjdoYA0qSLR2lVGXr9+Pfv44495XR08jxJ0idGxWUkkKs0oyarC7ClaM1QpNyVBmDJN9oKm1D3bxF66QG8riRj30iJxYEVRZWXcKCP5wvrX3Upis+5GSVZFiQlq9oP23CM6CEA+66yzWL9+/djuu+/OO4rjOV7D3wzcQ9yEZZ4OVcBGHmQSHRWn7gCsT7IIlKo4D9vc0twCJ84nqTGYTPWpW41FR9bcUnXqDuIgocZq3hGddSBR1nYFy99mKdN87/JEdH7729+yt99+mz355JNs5cqVbNWqVfz5W2+9xf9m4B6tAhNu0X0zipDryr7JqzkZydrkVJ2IVblYVEBZTJUCpiOOpaoYHVnE1D63OhQF+OqtC4JwY+teGbldtUVH8zngKUbnscceY6+//jrbYYcdrNeOPvpoNmzYMF4x+R//+IdMGXMaNvKg+WZkN9lHSGFIlFXFaV7VKbM1QqZle4yO3nEvIgmR6rqyfYYkEq2oIKn4tZXE6EicA6oscFFKIOjoyG9vhCeLTk1NDSc1TuA19I4yyM1gZFWuEPEkK0vBqQqWtLvE9LboiAQvSsRU98BG25pV5MKVdV1xmaqybKrY5Dry1HUlWsekuq461Fp0RM9EzhCdSZMmsVtuucVR+6KD3XTTTWzy5MksCtClMrL91K37IoxOgK+qYEkVLjFVNX8iFaMToVO3KreoOA1kbRytilxMUQ1G1l1We6ya3kSnVTxIaT6unlxXt956Kzv44IPZU089ZREFZC+tXr2avfrqqywK0KV7uah8dN+MlJ1khefYOIqLomLRkRRHoYjgRitGR806UJF1ZYvRkXiSVUGgArHoSJNVUeC0orgXFVAla6GwDvAZRRLqLthItOb6xZNFB5lW8+fPZ1OnTmUtLS2stbWVP8dr+JtBHlh0FJkqVcS9yDQBq9iMxOvILLwlXrdZwf2SWaPGJmurmpRtWW5RVXVZVBwk7BYdNbJGKVZN98BpVXqrUFgIstaXbe/SfFw9WXQApJNfc801cqXJQ4hMWP9Td0dkTodikKhMWVVsHKpM66oscCqsJaKszYqshThIlBYXaFs/REUWi3h4knmQEjdLWRY48ToyDXE2a2GEdKzUMgsFzHbo6SKh0Klq/RIK0Vm3bh3/2bt3b+t5KuA9BrkXRxEE0ZG10YuKWOYpzn5dFbLKG1c72WtX0N9Gkb9fahE+e8p2qb8aqfHrqCemsq4rjqXUdSBcV9ZlxXVQJJHpiMRZ97YKymo0FRRIX1/2MgvtuUF0+vTpYyk6ep4Kuje60wn2VFU144b7IeP0LfqMZW5GKmIe7CdOeePapOC6zUIbEpmyimMgy1wtzlEZfv7EdeXLmsyiI5+USSQ6CtaXSEikzi0FJFrmfU91XVXuMVk6VpRV5j7aomB9BbF3BU50vvrqq6TPDSQuQkVxL1jcJUUSgs9E5SbTDK5AGYvXlHkyst+vDunkqU17UqbGvSDKKtUdZAvIlkX21AROq1hfqqyFKq6rYr6qWrNOEiJLx9oscB1qxqBFxWFS8/Ry10Rn++23t54jjfzRRx9N+r6TTjop5d8MgjltOBUPfi8p0lcRtShW8DI3Trus8hVGU4saN5u0Td524mRqrE8y75cKsqdg41S1vlSsLWUbp1glXuIcEC2mKiybNLYydKydQPq/XmBEp11vi06h18rIqVju448/zqIAXeroNCve5GVObJsilkoexEDUNvnkQaJJXLxfja0qZJVzTed1ZZmWVblCxO8t04WhQt4mRRYdJcRUuI4ot47rS9WaFQ8PstaXk4zLCh4Xr6vKddXUqjcxDT3ratOmTUmfA+3t7ezDDz9kAwYMYFGALnV07Kc4Nb5uFQRKqkVHuG5ji/xFqMpKIuu6NvIkU1YFisjpssCGXFxUqOWJE+m5IsGTRR6aWtoiY9Fpbu1IKrfcOSuf8Mu6pqr11ekwKYk8BOG+a9Hc5R460enRo0fS54TCwkJ28803y5EsT6BkAjqsIrJOG8oWoe20oUBpKrKSRMmiI82a4VDozZKIji1GR9icpZ66FVi1ZFaEVe26kkkeVFsIpFphFayvTodJBW5RqVatNrWHnpwJRqbqxwDcPfScUFJSwoYMGcJ69uwpV8IchwpzdRAWHVknGJhnVZy4VCl4JRYdBRYt53VVKDcag4pSPWN0nNdRYTGV6cJtFjZhWetLmQtXgfXFaS3EnC2RbC1UZtFR4GpsaG6Tp2NbhfWlYG7lTHo5sOOOO/KfCxcuZMOHD1clU15BxSmm02Yk7cTVJt2aAYUmuqJlKc2mIGJ0ZCl4h0VLVqqqeHpVoYhlkhLxxNmskJTlW/xXEIRfFXnA2EohOiosxk6ruYLDpCxZWxyyqThIyAwP0KZgYNeuXdMWDTQFA0M+GTkmsqyTgTiZZV3TKasKpSlTwasgUOJ1YAGXlarapDieSOZ1xeuosGaosjzIPHWL90vF+pJpLbSvA/mHE7pfXcuKpV5X1hg4r6PE5a5oP2hRsL4aJOpYFYh8wcC6ujo2c+ZM/nzQoEHcfRYliJOlXoEiljkJVVgznApdxeJW5Q5SdZLFGMg+yUqbA51O3fLvlyqLjrT1pWBcWxVZNsX1BSuRtMJ2KgJ8nSRaiftODXmoV0BMVa3Z5ja9D5MqEPmCgUuXLmUXXXQRW7VqFa/hgxo/UYJoom6UZXlpDcCiI2liOxWENJO9AuXmjCdSFdiI+1cl+bqy5oDzOtKsWsJ8kqU0nXOpUWfLpqLDibi+QKQwf8uKiyQHI7dFxgKnKjxA1tyyEVNp1qc2x++yLNFt0teBVgUDxedhY+zYseyTTz5ht912Gyc7UYOoiGSdCpzXkaU0xevIuqZzEcpyhdgIZEu7lJNs51O3mpOsCgUvbW4575eCjJsGzdeBOAaqCH9Ds7pNTgbREa+rLEZHSfkGNaRMxfpqVDa3WqVct07cu1rkWQtDJTrLli1zfdHBgwe7fm9LSwt77rnn2Jw5c9hPf/pTNmzYsE7vWb16NXv++edZTU0NmzJlCttll11YrkBU6tKUZpN9IstTxq3SFbFTNlkWnfom+3VknGSd15R1knUqIlnkQZxbstw2TiUpqzaLuFnK2jSchEnedVuVri3+e4uczcgpX2zOlvhOIBDvl7wNuVWJLhDngbS15fjOKtaXqnGtU7C+cADE2JbLKA8dJtHJJvbFbYzOI488wi655BJulXnjjTfYHnvs0YnofP7552z//ffn5Gbo0KHsmmuuYeeffz67/vrrWS5AVL6qTrKyzKp2WVvVyCrpFFfnVJoSTrK1Sa4pA3UOYipDwWENimOgYg4k+13GGKiybMraOOoEwouTPTZ+vw1Og1izsqwkzo1TFnkQx5VfV9L6qhXmlrI1K20dyLeU1Stas52IaUtb9InO/PnzreevvfYau+GGG9iVV15ptVBAXZ3rrruOXXHFFa4/HMTl008/ZW1tbSmJ1FlnncUOPvhgq3/WUUcdxY488kgej7PtttuyqMNmJVFgWnd+hq/rOqxPMkyVnU6cisy1/LpdSqRayuRZdORvHFCSYg0zWRYC57g6CaWMjUPWNTtZSRS57xokZAc5ZVXhbpZF9pQRSEUWHXFsZa1ZJ9GRpWNVhAc0OImOQ3aZBKp7BdMSrlfn6NGjrecnnHACe/LJJ9luu+1mvTZ58mQ2ceJEbm0599xzXV0Tbqh0bjHU6/nyyy9tAcaHHXYYbzPx1FNPcaIDkgSStXjxYrZ+/Xoer7PDDjuwsrKypNdsamriDwJaQIQFBPSJNQ6kKeJOritZJ4PEdbGJynAHNSpSmuIpLnbddgXXlCWr04feJn3TUOUOqmmU5e8XLDqO8dAuVs1JSpplEB2nrJJidBRYTJ3roEljKwmIjahjZVnNne4fWa4rUcfKKppY3+lwokYX6Jxi7mkEEU8zbty4Tq/jNfxNFuhaY8aMsV6DBQGki/7W0NDAs64+/vhjNm/ePP587dq1Ka9544038t5W9AgzHV3VyUhZEKZjA2qUEKfjlNW56Xu+ruM6TuXs6ZqKNnknMZVxXVWm9U5KU8K4orqwuAGDQMsocNg5CFO+e0GVlUSVG1vKOnB8/xpFFoIaFbLKIubOw6TGAfT1nYi5/GDk2HVzjOigKjKynJy4/fbbpVZMrq2t5T+dTTe7d+9u/Q3FC2HFER/pgqEvu+wytnnzZuuB9PSwkIwRy6hBpMJcDbk6ucQkuEOci7CmsYXJgNOisUXCdZ2bxBZJStN5XRlj4LymtGBJxz2XsXEmO2HKsEAls7zIgHN9KdmMpLka5c+tOkVrtvM6aJV+TfwuowGlk+yqKt8g4yDR0KLKoqPG3aoCnuytIDSIlXniiSd4WwhsgggahvsI2VGyUFlZabmXQG4IICj9+vXzdE24tPC44447+AOur7BACgNhLuA3WIAyItdpcSA+EmtahsKAXKQg6Lq1uK7Pxu+bG2JKsktJEV8o0qwk8cVcWVrEF7aM69Kmkbhmi1RZq8qK+SlWjqyxa5YWF/KAWVnuIJJN5v2i+Ypq0FgHSOPHWFf7jKkihW7NV8nxRDLXF90v29qSgC2O+7VFyTqQS8rgBgQhkbG+aFzpmgB++p5b8WvR+pJBHnAgpeagpUWF3LK5paGVDfCpY2vjshYXFlhrSwY6rS9Jlj1tLDoHHHAA+/7779lxxx3H6uvrufvo+OOP56/tt99+0oTbeuut+U9cV8SCBQusv3nFeeedx7777rtOzUmDBG3yA6u78MkivuYHpMyG9IxFhm2Rcs0Wi5QN7N5FuqyDe3SRZnkBaNH1ry6XaCVpc1xT7sbZL35dmdanAfFrQmnKsOzRPR8Uv18yTpx0jcqyYlZRWpT0xOxH1qES1wFiPihYXOr6aqB1UCFtbYnXofUlxaLTaR20SLFE0/rq161MukWnR2UJJw+x60pYX8329SXjmnSvsBcM6C5PF2yOX5euKWNtifNe5jpQBc9RTgMHDmTXXnstt+rggecIEpaJUaNG8QDn+++/35bxheDlY445hkUdNDFwuugWP2HIUHBOBb9ZoiKG1aFHvF21jEW4xbFxylBuiO+ggl6kjGUsQoqloWtCicpQ8GTZ699NHoEiC06/qnIr9VnOhhy/X3GyK+MUR9eoLC1mVeUl0jYOpyKWubZA+GkMdF2zmJs0BtZBIr6OZRBTWgc4zcuwaDjXlxyLTmJudetSLHF9xa6hYg5gL+ge3w9krtnB8ZQoGeOKQxMRfplzVhU8pwq0t7dzwrFhw4ZOf3NbOXnGjBnc1UWZTw8++CD74IMP2F577cUfwF133cUOPPBA7ipDOvpDDz3Efv3rX/PMKj/QwXW1WSA6WJCb6lukLhgVCr66osQy+8q8rkyLDsbRsj5VyyNQm2wKYz135cE0DkuEbqduGkco927lxWxjfQuXv2+cTPmVdaAColNVXsxJ2fJNDdZY67YOaNPoVl7CulfIXwfW6bix1Xf5hgbBFUKWIhlzi+5Nv27lljsE1/WbeeZcXzJImUUeykv4xryutlmKLnBaoqXqWOHgK9OiM6xXBfv4h/VS10GhoGM3x/WujvA0Mz/66CN28skn85icZHB7ygXJaGxsZKWlpezyyy/nr+H31tbEREQK++zZs9nTTz/NKyM/88wzbJ999mF+AdcVHiBZzmDnoGApzS7FrL65xLZJy7iuXItOQmHQyUjGxKaFnFDE/hX8pvpmS9YelfKsT3RdbPKk4HFdP0QHwYeUcUSbnAxFvKEuJmv3ilL+ANFRQUxlyArZABAHsj7RWEux6Eh0B22Ob77YjGQS/oT1KTauINGwkvghDyQX5qpMd9DG+L2BZRcbMuaa31gSrHm650N7xddBU4u0uQXXFdXlkUH2aAyG966UprdJn3KiE7dsytCxmy2ik5DVr44lfVolmfCrgqdVBIJw0EEHsd/85jesR48enj8cVhk3lhlkUV1wwQVMJnSw6NCpIGbRaZOuNGUSHfG0kVDwrRJjExIK3q+VxFJuFSXc1SZNwdcllCasD/gcXNePgieFic1oYNyHLsX6FL9uz8rYZhR7rcW/K0RB/NfGuoSsBYyIjrz4LzFGp729gxX6qGKs2t0M9yWCslH7Ba/5ITq0trpJthBsqhPWV3kxJzp+yQNIHdW7ofslZR3UJUgZWQ7l6II40YmTB/kWndh9lxE8vlmw6AA4oGEsyE3sX9YcJTqoV/Pee++xbt26sahCB4uO3XUlh+hgM9rsOMlCuflV8JsDUPCyrCREHmDJgCKWpeDt1y3hRMfvRi9e0zrFySAPgpWE/P1+ryum5o6Mn2TX1TZJkDUxBgUO+eW4g2IkmjKvaJz9XBMbkQoXLh0k4GLBaZ5iQHy5L8uLla0DGku/1yXigCwmmXF1GwRZaYz93i+sAboGER2ZOpYTUxpXiXOrX7dyVlZcyF14OEjIIjoy14FWwcgo2LdmzRr50uQZaHHLnCw4GZFfnk5G8CT6Lb5FJ2zZE1tcMFBGotvFu6x0iithPbvGTPbra/27QmgMcN1eXWOyYkOScc2elSXcohGTVQJ5EE6ydL/8uoNIVmxGtAHjxOns5OxV1p7czUYme3+yYtOhudW3KqbgY9f1N2dpDGWvg00NzdIPEvRdcT1KIJC7Dkot17Df64prK7EO5K5ZWeuLWwbj0RnDews61qf1JdlhUkas2iZBd9M88GsxVbUfaEV04LI688wz2cyZM3lqOeJqxEcUALfV+PHjrV5dYYBOw32qyoQJ6G9xr62JXRMmbwQOU7oubSYyZaWTnVdgg6TF0atrGb+2+B38u65KWZ840Vkr0fKA6/aOX9evRUM8HSeu2ew7m0uUVZYPnZRb97hyo3gav/NggxVHUSrMLf+WMrI+gZTKUvA0jzCvLFl9ri3c63U1sWtgDYDw0XeQIWtvYW35JeaiXCAPstZXsrWFw5nfkgjWdSsT113rcwzomnCLV5QmSiIQWfUK0v1YX30k6RdkoNbGD7ncuhvXBb7nVlxH9xbWlt9rakd0Tj31VO66Qup3RUUF69Kli+0RBehQR4eUjqiI1mxpkjIB6XrWdWvkXbevdU1/pJYWMWISsLixaGKvN0sjD32q4tf0+f1jwZIJd5A0UmZZXhLX5IXCfJ4OxZOspeB9ykr3u2+3Mm6iJwXnVxmLFrjukpQmzSFcE72C+kiaszSGyF6TtbZghaWqsnZdIEdWbJq0cW6oa/JdGTjhFi1lva31JWvNwm1TzK2G4neQcuixyJ6ca3avjJEGeesrPreq5B368F07Ohg/lIgWU//rK7EfyJJVJTwFQkybNk2+JHkIkTyQ+V+WIibFhkWzeH297+vS/+O6cAXIIGW0sKEosHHKWjDWaaMKFh0qvBU7HXqtOo3AThAQoFdlmTSLDm3IsGhBNqqOjOv6qd5KJ2xYMyjjZrXPjTOhiGNjCmIKOf26GCxSUlnKiuKZIH5ldRL+vrIJP18HCfLkJ4uFrolKw4hNkyWrSEx5oHe8gi1cwzQuXvqSgSwl1pcciw6NAdYBxhHXRZkBzC8KfPcCOuDg+xPB879m6Zqx7471tWRDPVstSR/KJNGko/vEdSzidGSvL5qvIIAoqOm30bM2RGePPfaQL0meATEEIiumJoaylFtCwcshJaTIoDTxACA/lAe5MLK+pnCC4TJLIg+0iBHgjKBRKqe+vq7Zc3Dnqvg1cSLqUlrE+ljWJ3+yrtqckBXoXVXGiQ7GZlSfrp4LulG8QP/qLqxvVYNUpUn3i2Ie/MZUifcLAeniuHiFuLa4zJLJXkzBx+4ZygPgnnkNcibLTULWcqmkDPeruKiQn+ixBjA2XokO9AD4Au5T70rBJeZTVrovA2gddC3lRMfPoQc61rouD3CWQ3ScstI88D+34sRUIA/rferYBHkqs+mZVZvlHNBw4INOJB2L+0WlQnSCr/7v69ev513DUVcHz6OEsGN0EC9BQcOwEFiEpAamxg6tXFeQJ3GSLWe9hNPh+vjpTgYpk2XRschDdTk/HZJLzM91V25usCkKabIKmzyQcN81+b4m4rTwSGzykiwE8e9OVi0/1kJY2YgoYTNKtMFo9dWTJxFDQHNLLnnA/QfhpWwmPwcJ6xARl5HGVyYpkzVnaW1BRm6FlWTRWRUfP8q4khFTBFIHHQtdhetZVlifbraVgn4BaH351bGJg0R5JwucV9Ac6hufW2TRWbUlps9krANugZNkgdKK6CAA+ayzzuKNNXfffXc2ZcoU/hyv4W9RQNgxOrQZIYYA/mgrPqM11shNmsneWoTelSaC2aioHczVOB2CnPlW8JasksmDw0oiI+bBsjo4FLHfhZ3yuj7GVSR6opIDKYXrwffGGR9Xqo68YpP3caXvWV5SyF11sQDPIt9WHVpfRBr6ShhXnKyxeSZ3iTVKXLPlUl24zvXlZ86mnq/+SNmq+EGCNmIZMVU0f0BwxDitWHNT70Hpq1OsLz9jAGJPLRWgs2M61v8BrZNFp5osOv7u12rr0OMgez4PU1oRnd/+9rfs7bffZk8++SRbuXIlW7VqFX/+1ltv8b8ZZMbSDfX8J/mfEZ9BMRmkpP2cNkhhoNeR39MhXROnV2QZxK7v/9RJi42uNSBeSnzZptjYeAEKl1HfHVrUtCHDFO5d1viJ07HJY2z8kAfn6ZBca8s2+pFVNNfDYljKTd8wFPo5eZMip82d+pP5kZUsZbj3OBniYSljH3NreVwmMqPLiE3AhkNuBNqEZLgtaA7QZiHDogM5adNJrK9y29j4kdW5trBR+ykaSPd6gMx14LgmdBcOlvy6G/yPAV2XxtfPfKW1BR1LcYQ0Z1f40FvONds/LrMf6y7uMyU7kA6QZYXUiug89thj7PHHH2dHH30069+/P7fm4Dmae+J1g8ygBUwVge2L2/tGj6A4sYYOTcSlPhb2kvX2a4pyE2GTISv9hIXAK3mghSaSMiKTfsaAlJhIIOGXxoZCis9L+wexmJdNVh9zwCkrXAxE0PxscnS/qBDlYBkE0pI1ETNCsvpRmkSWaZ7S2vIzrvT9cS2cuMXry1xfdM1Y5W1v5AFjh5gJxNLQAWKogrmF4GmK1fI6BnDb0MbbaR340C9OK5HtuhLHQMZBiuaWGN8i437R/w6KyyiuLcQweQF9T5BGqtw9qLv/+6Ud0UHPqWHDhnV6Ha9Rg07dEXaMDk1A2jTEEt2L4oovW4Ac0CSkRULXxOsU8Ox1EdK1Ys9jFUEXSyQ6OBXAjeeHPCDDzKkwhsQ3Dvo8L6AFTJsQyINFIj0qIvo/uGuQUhuT1b/CoP8lBSwWNvM6t2Dqp7Ra6kVEY+GHmBPhF2WljdkPKUscJOzrwE/jXOd8Fa9L887PdelaqFhL5MHrnE1snF2sQFba5P2sgyUK1hdIDlz2kJMsDnR9PxadpfH/FRMQ/K4v6KbljutaOnajdx1L82eYMLeGSrhfdN3h8Urm0LEYZ8QukfspW5A1jPRf7PrxdZBLRGfSpEnslltusQXN4vlNN93EJk+ezKKAsGN0kll0iDwsWV/n6ZogB1iIIAtkSuSWhzh58GoCtU7yyRahRwUPxUby0LVAHshK4FURLVxXZ2tRAAyOX9/PhkzXHSFcl8bDqxncumafSis1mdoVYH54DUr/IckYWMTU49yi+4xgaesUJzT29Brz8MPazrKO7FNp+5sM0zosDxSM6nXOJl0HtGY3eJMV9zgZgfK7vuj/RFkt8rBBxjoQiI7P9fXDutrYdXp04bE0sWuSa9g7ebDmVnw+AYOF9eUF0FmwlMGaS+S8X7zydqsEHTssybh61YWijh0WvxYskTS3FnpcX3SfY13m5cxXLYnOrbfeyv75z3+yMWPG8C7meOD5XXfdxf70pz/JlzIHYVkIkp0OfZ7ioDCo5wp+0iT0euq0FmHPSmmyYgHCcoogVDHV1e+pc1F8I6cThs0EvKHeE3lAZtCKuBncRnR8WnSSkSfajBAA7rWK76Ik1x3u0/JA/yduxnANUqyKVwW3ML7JjeidSKUnuYmweZVVNK3b52ydrzVrs+j4XFuwklHlWtFKIksXiFZYknvllkZe7yRbwNVB31O8X3435EXr7FYHANlc0A3QEV7JQ2JuiWvWn6y0ZjGuRYKO9WvZowOIqGP9WnRgxcf4dSkpsulYOlQs8Li+yCpMZJTLbRF+bzpWS6KDTKv58+ezqVOnspaWFtba2sqf4zX8zSA9YF2xNrn4BBGVpvdNo66TIhavu9gnebAr+MTE9uLrFa8pFlojhUHfJVvQ/1GzPdF8jyBlLxknscUbi/shl4L4GV4tD4uSyIpARPKjL1gbU9TZAJsmfUdx4xja059Fh8gBKTTCqL6xDW/e6hpfSnNEUotOrSel+f2a2Lht1bfK9rpfUpJsfdF8xZh7SYendYB7LhazTMjqdTOq6+QahzUORQkxpF50DFwdyFjCWhIt0USivRJTklWcA9AJpGO8rAPoWCII4vqiz/ByTZt+EWSVs76ShQck5mubRB07Ii67V4tOsvUFNx7mBeaHjinmnuvoIAD5mmuusQKQ8RyvGWQGFiBSCXFiEZUmbRqY9F56vMxdFdtsxvS3K3i67nwPmxHkoA15TL/EKQ4uAZhrYR71QqBIVudmtHVc9jnxv3s9HYpKE5U6SRl7uS4RGVxTVBg0znNWbfHnYhJM637HgO4VLC1iZWX6DCgpL8R0/uraTi4mLmu/mKzz4n/PtvUD1QgRLXDYmDDMyOShdO5sQKRrK2G++l0HGDO6rrgO0AaByC+Nkad1kEJWL+MqXndM/P4AmLtb9fM+t2iTF11M4md4XbPi+hJB62vuquzHIBYvE3Pji/FfJCt0lhdimsw1DoyKr6/5cRKQrY4l8m1zs/Wo4HsE9govBIrm+UiHfhkZL0RKLsNsQetgtDBnMc60l3lZB1oRnU2bNrG//OUvKf+Ov+E9Bu43eXIxAYiroVLlXiYLbbjj+nezvT5+QOz371ZkvyFDDuyLkEs0f4K904Y8e2X21yWlOG6AneiM9UEe0K2ZgrGdBGpsfEzmergufb/R8c3HKSusEtkSU1gq5mS4Ls0TL7LSRkmAYoYyglXLi6uNrjsuPpcItOl7sejQHMBpkDLkAFg2KNCTTo/ZgDabrRxjQHPtOw/zFWNW39zGx9C5IdP68rQOUowr/Y6/Z0tMMReJRHe+rvf1NXslkTL72iLygPR7L53BM60vT2s2/j+oLi5WFYYOwyEAVi0/Ota5vsb5mAOY49D5qDBM1lxLx/ogkXS/xjnmgHjo8aJjyWKTen1tZpEmOrfddhurr0+tJOvq6tjtt9/OooAws64SJ0O7wsCJy+tkiW2cseuOdZAHS2muqslaaSY2uKpOvXyIUHlZ3PQ/REAINCbIxMi2k/u3KzZbvmN0bk9qJYmPkZfrbjuo2vY6iCmUE5RUtkoDqbiwWCCo0TkPSNa5HsjDt3Ey65QVQYikNLMlvLDakal/3ED7/aJNzwvRmbU8Nq7bDLJfUyQP9B5vVpLk62DB2rqsiSltGiB2lFqeuK53wj87Litt6jKIqbhximn7AM0BLyT6W7pfA+1zC4HedJrP9rpY43Q4meC4buLQ40fWznPLWl9ZXhe689vlydfX+PjnYJ541rH9u3XSsaQfiRB7ue54J9mNXxMB2dnq2HlraqwaQsgOTHZdWiuRJTpPP/00O+aYY1L+HX/De6KAMLOuZizbnNSaIU6WbDcjTFr020En8JFCoCAxeGyoiN/INtuATkZOQuJHwWPjJGLg3DixeMj/n+3Je9aK5IpYVJpeTvNEHrZxKDcoJdo4ZnuUFUpXdAPEZPV+mndDHrIdA9wruAGQAj8wnv6bkDX2/TGvsi1Vb8ma5H5NHBx7bWaWRAcyUGyG87o4LSNA2YvFNBUxd25yXq16zlM3yBRZy7KdWwlZOx9OxlqWB+8kOtnc8rq+6JqIR3E2sSVCApKdbfD0rBRrVrxutrJiXkHHgoA6rU9ETKFjsyWms1McUMXXvsvyfmG8UunY6ooSy5Wf7fr6ZummlONK68CL50ArorNgwQI2atSolH/H3/Aeg/TK7aslG/nzHYb26PT3CXEl8k2cDLnFV/EJCOsAFpwIbKS0uL9Zlp1r8ev4dSckORlNiE92yJpN0CgsJK3xE6dz4wS2G9w99p2WZCfrrPhpK5msE+PXhOUhmyJs6DmFtH3sF87NCNh+SOy6X8bvqQxCgngNZErA4pNN0CQ2cFLeycgDKSIi2m5B323bwdWdNk7EqFB8As3rrDejOKkRsW38fs1c5k0Rg9w7rXqQncYg23VA6yvZ3Bo/oNoir9kUuoR7iVv1iguTNnCdEL/u10s3e1yznccV8sOTAytKNgUZUdzy+/hcTHbd7YZ4XbOpyS7clwigBsnOxrIHXZRufdGazX6+xg+oSQ4nosU02/X11dL4+kpCHohQfL10Y1Y6FuQJOhbkcWASHUvrK2tZ4/d3h6Gx/xdBawvzBI2FI0t0SkpK2ObNqQcGf8N7DNKfChBgCQtLskW447Ce/CcWajbBcp8v2sB/7jQ89v+drjs8Rqo+Xbg+K+VGG02y62Jh4nvAN59NltT0uKz4rs6NU5SV3ucGUAI0BqR0RaAQGVxaMJB8mYUypmuO7tPVlqqckDU2Lp8tdC9r7LobbQRMBJQoKZLp8fe5PckjjgSZNRRwKGLysNi4frF4Y1YbMo0Bzc1013WLjXXNFolLpuAnxl8DGcjGvE6bF21mTtB3yOZ+gUB+Gf9uydYBYhWwoWDsiby5wfS4DJDVeTgR18FnWaxZft00ugAWUyLs2YwBxhXjAFeY0x3GZY3Pgc8WbchqQ6b5TRY8EdANdL+yWQdwCyOOBFWhkx1OaM3iXmWnYxOEP906yGZcM+lYjAvmBpqbZqVj4zLsNLxHUh27Xfw7ZEtM060vFPoEOcU8yUYXaEd0UAwwXYsH/C0qBQPDAi0WWG6QDeQEalJgsoCNf7nY/SSkxbXziOSb0S4jetne5/akATlg8hfTScWgUZrw2Vz3s4WxMdh5RGeLlrjgv1gUU65uCeSKzY3cdUcKp9N140qTNm43+HhBbJPZbVRs/FIpeMR9uA3EhHKjU9xuI9Nf14usmANiACYBSh/uJ5jXyWXgBrTJpCLRNN6fZ6HcQLixH4IkUCE/ET0qSy3XzUfx7+UG2GhTWUuBXUb2FD6/wzWBxJiB6CbbOJFQQGOTDSkhWXdOMa67xucGTt1uN2QQSMrUwiaXDCRrVnPrh/WWTEk3ziHd+drDocdt3ResbTp4pVxf8e+QjayfxGWFTGKQOwH6FVYOfP7XWWz0li4Y2Tvt/aLPd2t9S6djsUd40bGfZtgPdo6//ukP610felAoEDoWuiXZAc25viJLdM4//3x2ySWXsDvvvJPXziHgOV679NJL2YUXXqhCzpzB+/PX2hZFMuwSn4RuFwzcKxS4Sooh1cSGEnS7IdPC3mlEcsuLOLHdyopFRZtBqo0Tmwk2FfjDKRDYraxweyVTbvQ9xPe6um78e6UiJNiQKfuAlIsbVxDM8QjoE+tmJDt14vPdbsiWrCk2DSgomgdu7xfSWuHmwOl4+yTmavE+YtOg4neZQORl9xSyAlNGxzaUD75f5+qa+Gw6Se4Z/18nJg3twTdkBLu7radD82XSsB5JCSSwq7UO3M0B3NNP4tdNtWax8WGOtGZxQqYNBu7EXkkIpHi/aL64wScZ1gEOPbT5uV1fiOVAVW3Up0rmDhNlxdpyWyE505oV15dbEr1e0LF0r52gtYWsP+hkN/howTprDqTSsUSEs9GxZNWjA64TGG9YIaFjZ7h0C74/LyYriFcy6zawa/zzPnW5DrQkOmjcie7k5557LuvRowfbfvvt2XbbbcefI7j3sssuY0cccYQ6aSMOnCDemxcjOvtu3Tfl+3aPK+m35qxxdd2356zhp2O4wqibshNID6dgVLzfDd74bjX/uc+YPqllHRWT9d15a12dDHCKRVwC5El1KsBmMmV0bMG8GZchE+g70dglw17x7wGi4UYR4QQDYoi9bZc0SnPv+HWzlRWEJKVyG9GTx+kgPsiN9QVWItpg6J4kw27xv2U7ByBPKuWGdGsEN6I0/gdxIp9pk3937lqbPMmwR/xeTpu/1hXZw/cHgUQGkLOgm7ghkwXK7fp6Y3ZsDH60deZ1gI3LjfUF9xSnY9zjVIcezA0ie2/Ndifr67Rm0+gXrC2sMcxtN/VZYCUid2+6uWWtg/h4ZQLNQWzGqQgkYlSQDg5CRO6YdIAOej+uY3eP65Bk2Gfr7GSl+Yqg61QEUtSx72S5vn40NvX92nOr2Ji/M9edjoUFFv3cEHifLKYMwHjTIWNanMBkAo0r3edkoDGHjs02OUGrgoHXXnst++qrrzjZGTFiBA9AxnO8duWVV6qRMkcA8yvK+uMEMynF6RjYb2xfPhFhMnejiGixHDCuf9r3HTQh9vdXZ63KeE2USEdaJ+RItwhhHscCx/dyY1oVF3Yq5QYcOL6/TXGnAwLfiEAeNCF10UqYrLHw4Q1728XGQeOETV6siOzEAeNjn/n23DUZFRE27FdmrozLmvp+YUPea0xv12Pw3rw1vCoprACplBtwYFxWnPjckD3aCPYfl3pcsSH/aGzs72+6GFds8nBvoBgafcdkAAFAUUrEXLghe699uyqjIravg9h9SAcoa3Kb7B8fu2RABiIIVmNLO3svvim6WQfYxMSKyKlkff3bVRnJHuYekQeak8mAAHKyEpAcmWTFIQ2WVmromgwHxtfetPnuyN4r8fE/eJvU60DUP27WAXQQYiCxyaeyGIv6BzrOTTsIkjXdmhXHwI2OxUHKjY6F9Qn6B+TFjY6ldYA16yyFkIzs0Xdzq2PTrS8UOSQd+8Z3mcdA68rIsOTcfPPN7JlnnuHp5HgOy06UEEYdnWe+Ws5/HrJN/7QTEO4QMo++OCP9JESgJk3A/cenXiyiQoEiQuGndHhhxgorVgTypAK+xwHxTfDF+AaeThG/MnNVRkXsVESZKtlCuaN6KNxAzpoRqQgUfb90eCn+fQ7ZZkDa98FCQGRvWgY3C7J3cJKvKC3KuCGTrC9+syLjJkfz5NBtB6S0ElEMGIJ/oYheyaCM0WOIFGs6oiMq+NdmreLWJTfjCqtmKjcj1WfZb1xsTj//Tfr7hbo4tLkcuf3AtO+lzQoxRas2p888ennmSj5W2OTFXlROYMxpfWVaB7iXNP8yrQMQIcwVzBnK/EoFuPgwB5HNSDFeme7XCxnGVbxfh6YhJACyjkD2sBYzESikPmNtwyVK+iO1rP2tDTnTQYJkxdpxZkalInuZ5hYa1pLbBusrHUhXcB3bkF7H0ufiXkGeVIAe3D++Dl7IsB9gfGgdZJpbB08YwN24uA+ZagrhfuIgBR2bLHBcBPY3N3tXJFpARB1B19HBCeel+I0/dtLgjO8/artB/Oej05ekDch9+svlvC4NFHGmTR7BnTC9wsXwxBdLU74PtVse/Sz29+Mmu5A1vrE899XytKnbICSrtjRyUkCniVQAuaJTzv8+W5L2vQ9/upj/PGLiwLSbPHDMDoMsRZSu3w/iB5CRAEVMCzcd2aMx+N+n6WWlv8Oyku4kDxy0TX+eQYXMo3SxHwgAff3b1dYYZIIoazoC9fjnS/kmj5ixdCd5AJsGNjn4/EEO0tX3eOLzZTFZt8ss65HxdYB5nq6WCpQ7YnRgtZucIhCZgJYAkBdfPd3cwtjQ/XKzDo6Mfx9YX3BPUgHxJmh7AAJzSIaNE3Pk4PhG//An7ubW0dsPSnuQAg6fOJBvcigNkS51G2uE4goPm5heVqy9YycNymodwJ3sLAPgBA4EcF8hriqduxG657mvV7ieWyTrI58tSVuv6snPl3GdCSIntv/IpGOf/CI2z2Xo2KPjeuu5r93r2L0z6NjqihK295i+1lpPB/oumFuZdCzmFhFvr72/ZCNviU7QwMLGJgBGnCrLQgQWKoLFYLZP5UdGcN4DHy/iz0/eeUjGCYi/n7LrMP78wU8Wpzwd4fPgWoCLjSZtOiDWBMGPqOJKm1iyTeO+Dxfy58dPHpw048yJqbsMtRZZqtMR3HsgATj1nBx/fzpgw6ZYnfs/ismTDPfHZcUpva9Qlj2TrG/NXm31m3ICriI6xZ26+/CM10RMzJHbxxQcjV2quQXFiiDBVKmvIqBY4TbC2KUKoIaFhDajn+yceVyReXTiTkP483s/WJhy43jxm5V8HJBlkunECYDs4r34H9rEks2tf73/A39+0k5DbG1VUuGU3YZZm1yqKskYG9QlQnrvj+ObYjogngRlARAn9NAnMfKdDPd9sNAinKninkT8NC4rrEBrapJboLChEAmguZgOaIVAlq3/fBTTIcnw348XcUKINZOsZIETmAMYfoxdKgKFjZoOWqfGv1s6YPyP23GwNXapyDn0BMgudBHF+KUDdBt0HIpdpnKL4ZCJMaD74EbH0v2Cbs6oY8uKMxJICqzG90IJg8dT6Fjg/g9jsh6/Y3Y69tHPlqTUsbiPIC3QsW5IGeLjQE5xm9LNrSBhiE4AwMImRXzO3qNcKeIupUXWxv3n1+cmXTBY2OizBPZ+jAsrEVk08H5knDyWhMVjYf/59Xn8+dRdhnE5MgGL+/Q9RvDnd7zzfdITBxYKCAnq7pAiyIS9turDM5oQiPiv95IXovzTa3P5T1hdxOZ96XBmXFackOEnd+L7NTXs6bib8edTYu/NhNF9q7iVCvv7n9+IjZ8Tf3trPre+gZDskKLOixNn7DGcbxwwHScrSohskHumxebWz6dkJk8AzOQ/js+Xm1+dk3Tj+O9Hi3gtElhIDtk2vUWLcPLOQ/nGDXLwchK/PwjFbW/FxubU3YeldS2Imxx9r7+/PT8pKYE1B6QN1q9Td3M3BrCSIMUYlhfaHERgTG6Nzy0Q83SuBRGnx+cLyF6yGCikE2NTxT2l92YC5gti+jB3bn9zftL3/PWNeXztYoNxtr5IhTP3HMl/Pv3lsqTuYWTbEWE73eXcQi0VOhzR2nTiX+/9wNc0Nm6scTfAfYXuAIF6f35n9zAIzh3vLLDWbCZCAkC3EdH6yxtzk1rOYemArsShk6zBmYD3IUYI//fo9OQ69i9xHQFdmM59m0zH/vOd75NmNyJoHxlnXMfGD7SZsM/WfbgVCofUu5LoWKwDzC3giIkDuOvbDUjWhz9NrmODhiE6AeCGl+dwhQrTvhu3FeHsvUZxfzuyI+581z4JV25uYDe9Moc/P2/f0a5OhhT3cMGPRvPnt7w61+ozQ8BkRxolTjpn7x1ThG5wwo5DeBl0BAL+8cXZtr9hUV7+zCz+fOquQ9PGOogAIfztQVvz5/+e9kOnEyLMuDDVwr30fwfG3ucGiHtADBSsIJc9PdNmfYCV7JKnZnJlBItDqpo8yfCbuAyIe4BlRwRiXWjTuOTgsa4UMREomjOXPjXDttFDCV39/LfcUogAQDduK8IF+23FXSdwzz3wsd36gMJkt8U31Av338rVyZDcjWfEFdw1z3/XKevir2/O4xZKFJw7zYVFiwArJNKs8b8g/U6id+0L3/Hn+OxMbhCRQP0mPrdAoJy9yh76dAmP4UEwNMbKLQ7bdgCPgcKcv+q5WTYSiXuHe0iuCLeEBHMFc4YsUM70bWT4PBu3dtF6cUugELyP6f/bJ2fY0rexJn7/9Eweb4O1kimeTMSvDxjD1yRiB5/5ym59QLmIu+OHvt8dPNbVoQ8A4aYD0hXPzuRxMyJueHk2J5bIAIQucotf7jWK15aCjgWBcOpYHAQAzAHoTjcAcbkwPmdA9pwbPXQs4mKgY8/aK3WngXQ69g/xOU/AfLvi2VnWenGrYwsKCiy9dU8SHYuYIFgK4eb81Y/cr4O9turNs7pAzqFj3dZDUwVDdBQCVhiwYSgn4IZjtk1aATUVoLSvOGy8tUlgo4TiRJbAz+77jJsaERjmxvwrYuquw/j/4f9/fv9n3A9P8Qi3xjeSKw8f7/oUC+B0/sejt+GtEmAp+kvcCoWN6Mz/TudmWiiri/Yfk5WsIBtQxnAHnPHf6dZCRCr3JfFN49x9R3fqKJ1pcf/x6G25+waxOliI2ISQWXDxY1/zmiUwKV91eGzs3QKuC9roL3z0a37CAmCJOfuhL/iGcuwOg1LWuUmFSw8Zy4vqQRmf89AXPJAcCuSPL83mAX/YVDD2bjcNoF+3ckvB/fGl7/iGhDmAasWYWwg8hLn8uCyIOXDOPqO4FQ6bDq6DYF9smv9+/wd+kgeuPXKCq1MsARvM1UdM4M//PW0ht+5BcaKFwen//ZzHJOD+Yx5kA8QbQBnDHXD6f6ZzSx7GAAT62ue/tTZjjJVb4B784eht+Mbw8sxV7A8vzuaxRVhr5z78Jd/gEG9y2SHjspIV5Q3gNsAcOvfhL6xMsI++X8fOf+Qr/hyWr2Q9iNIB6xwbLixNFz32Nd8wsRZ+/8xMTlRA9K47Cuva/dyC6+L8+KZ46VMzecwSxb2d8Z/P+QEDwe2UAegWIN3IKgTh/cV/P+dzDPMAOha6CyL+4ahtstOxXUqsuZVMxyK4G8TVrYUkmY7F3CIdi72AdCz0i1tibunYY1LrWFiQoGOJZGWjYw8Y31nHwor8uye/4c/P3ntUp/5e6YD5gnWO8gnQsVc+Nyvrvn0yUdCRTb1uTdHW1sa+/fZb1rVrVzZypHsrBLBlyxZWXV3N21d065Y+mNctMKQn//tT3hATCwXAiQybgBdc+ewsHlMDUJohlWN/4qzdMwaKJgMW8o/v/Ii7J+B7xYKnEzhcZtcfnZ1yE08rZGnCSQnptlBssDg9fOYuSdszZAIyy07418d8o4dI2ChQEp1iOO7+6eSMwZfJgA0NxAbrD24P/MQGj03qzqmT06YTpwI2NShICh4GQSEXBhTfI7/Y1fXJUASKhZ12/2d8PLH5wDwNSw4AkkOxV9nOU3x/sgZgXDfWN/NxgPXxibN3y2qTJ8ANcuLdn/D5hLHE96V1gDVA1ols8afX5ljuiVjLhVar2ejT5+7OrV/ZAjEvWAfYPMETe1SU8hMzBRffduL2WRFIMUCerJggEiCmsI7g3t3/853S1qNJBXzfk+7+xOpPJM4tBIz/9/SdMwa4JwOsjyDiGEtsTPi6cGXg519P3J4dFY8TywbQT2c9+LlVbgA9q2jNggg/ftZuabM5U2HGsk1s6r8/tZprlhcX8rpcfnQs1sFVz32bVMf2rSpjT54tR8dinm6MrwPExvxRgY596MxdUrY/SQd83+Pu/IgXO3TOLb86FgQaLOP+03Zi+6ZJo/cCt/t35IlOU1MTO+CAA9jatWv5l546dSq75ZZbQiU6wI9ufZdny2DR4ESejTnVCdyiu977gf3j7flcAQE4id7844mufaapFuKlT89gH34fM4XDlQE3mNs4olR44vOl7MZX5ljECW4VyJrtaVMErgXCR+mj2EDht//dwVu7dq0kw9tzVrMrn/3WcuEhWByWNyrU5gVIr77+5e/YI58t5coSugzWg2uPmsC6lXvvBQfLEFwfVOIfyujqI8a7yjBJBch3+1vz2d3vL+AKkxQbxgD9wbwClqFLnpxhtYWAhezXB47hLisvyp3WATYjxJBR4CSCf/98/HauAmVTYc2WRm7Vo2BekJFf7DmSXbT/Vp6UOwFZlte9+C3PFqIN/qYfT8zKHeoE4t/gFnyaW+AYt+Ydv+MQduXh47KykjmBQodwVSHmD4CrEBvxfhlSv9MB5A7kFAGpIFEUS3f9MdumrUuVCXB/wVJEnbfh3v/9IePYCfFgeD86Fm5MWPgAWDRvOc6fjoXbCrJSdW+ddeym+mZOzhFfh7lFOhYEMhsrWTKyA2tTNi5gt8gbovPggw+yhx9+mL3yyiuspqaG18aZNm0aL2YYJtHBCRwMG52o/WzEnToIr6llPSpLXPtg3S5GLBiYJv0oS6eSQ6dwLGy4FbxubslO4Cs2xVwVONXLADZ7yIpTF5p3+lFATsWBjWNIjy4pq6lmC3IvwTqAdFc/G7EIuCwWrKnl2Thug7rdACZ7kBKsAy/WhmSAa2X+6lrWrUsxtzzJmltws8Edhs7naH4pA4h7gaylxQW8Q7ksWeGuQLYQvr8Xy0gywLWAztNYD2P6VaUt6JkNEE+DdHoEf7vJYHS7DrC24G6GrH42YqeOnb+mhlv2/BAcJ3CQwj2LhI7d0sgrsg+XqGNVITJEp6GhgT322GNszpw57Je//GVS19OSJUvYU089xYnMlClT2H777Wf97aKLLmKjR49mv/rVr/jvsOgce+yx7Mc//nGoRMfAwMDAwMBAHdzu36EGI//3v//lLSSeffZZXl0ZhMaJDz/8kI0bN45baTZu3MiOP/54Tm4IdXV1rKIiwbzxHK8ZGBgYGBgYGMixoXnEhAkTeBAxiMlzzz2X9D3nnHMOO+644zgpAg499FB24IEHslNPPZVNmjSJDRkyhM2fn6gtMW/ePHbyySez0LF2LmNt6UuAGxgYGBgY5AV6j2GsWI6bNVJEZ8cdd+Q/U1lgvv/+ezZz5kx22223Wa8h8Hjw4MG8zxaIzoknnsj22GMPtvXWW7Ply5ezpUuXsj333DNt8DIeoulLCR48lrEtqStYGhgYGBgY5A0u/o6x6uwz+CJPdDIB1hkAMTgi4O6iv4HgPProo+yee+7h6eVvvvkmKy5O/bVuvPFG3oFdOSp7M9ZuLDoGBgYGBgasILxIGa2JDll6nEFGCD4SrUAIThYDlNPhsssuY7/+9a9tFh24v6TjrPfkX9PAwMDAwMAgdyojw0IDIKJaxKZNm6y/ZYuysjJOnJCWvuuuu7omSAYGBgYGBgbRg9ZEB9lWwNy5if42yIZH8DH9zSvOO+889t1337Hp06f7ltPAwMDAwMBAT2hNdIYPH84DlhF/Q3j++efZqlWrXNfJSYU77riDFxfcaaedJEhqYGBgYGBgoCNCLRj4xRdfsCeeeIIXAvznP//JfvKTn7ChQ4ey/fffnz/oPXiODCv87cknn2QXX3wxu+6666TIYAoGGhgYGBgYRA9u9+9Qg5FLS0tZ9+7d+QPZUITy8kSZ8MmTJ/MMqxdeeIETIricKC1dBojnKUszNzAwMDAwMJAO2rcz2WtCbwERFuC6wqO5uZktWBDriGxgYGBgYGAQLaB+HurrpULeEh1Ce3s7W7FiBauqqpLWFE1MW8cNMD201MGMc3AwY23GOZdg5nP0xxn0BZ6egQMHssLCwmjW0QkCGJx0TNAvcGMN0VEPM87BwYy1GedcgpnP0R5nxOhEOuvKwMDAwMDAwMAPDNExMDAwMDAwyFkYoqMIqMB89dVX858G6mDGOTiYsTbjnEsw8zl/xjnvg5ENDAwMDAwMchfGomNgYGBgYGCQszBEx8DAwMDAwCBnYYiOgYGBgYGBQc4i7+voqMLs2bNZY2Mj22abbVhJSYmyz8llLFu2jC1atIhtv/32rGvXrknfg7+vW7eOjR071td78hUouPXDDz+wpqYmNmrUqJQBg2vWrGGLFy/mjXb79Onj+T35jA0bNvC5OGjQINavX7+k70HPnvnz5/O/o8ia1/cYMDZz5kw+VrvtthsrKiqyDQnm+7fffssqKyvZ1ltvnXS43LwnX/Hpp5+ylpYW22voRYmHsyAvxhB6ZsKECZ3ug9v3+AYqIxvIw6JFizomTpzY0bt3747hw4d39OvXr+Odd94xQ5wFPvroo44jjzySjyGm6PTp0zu9p7a2tuOQQw7pqKys7Nh66607KioqOu65556s35PPwFhgjo4cObJj7NixHd27d++4++67be9pb2/vOP/88zvKyso6xo8fz3/+3//9X9bvyWfMnz+/47DDDuvo27dvx6RJk/h8PPjggzs2bNhge9/f/va3ji5dunSMGzeO/zz22GM7Ghsbs36PQUfHhx9+2FFaWsr1x8aNG21D8vLLL3f06tWLz/sePXp0TJ48uWPFihVZvyef0atXL65Tp0yZYj3uvfde23tmzJjRMWrUqI4BAwZ0DBo0qGPYsGEdX375ZdbvkQFDdCRjjz326Nhvv/06mpub+e9Q+JgUmzdvlv1ROYt//etfHc8880zHrFmzUhKdX/3qV1wJrV27lv/+4IMPdhQWFnbMnDkzq/fkM/74xz92LF682Pod41NQUGAbb5Chrl27coUE4G8gMg8//HBW78lnvP7667bDzrp16zpGjBjRcd5551mvffLJJ3zsn3/+ef778uXLOwYOHNhx2WWXZfUegw5ObLDuoXudRAe6oKqqquO6667jvzc0NHTsuuuu/ECUzXvyHb169ep45JFHUv69ra2NH55OPPFEfhACTjnlFH5fWlpaXL9HFgzRkYh58+bxhfXmm2/alFpxcTHfRAyyw+zZs5MSHSyCbt26ddx6662217F5kCXBzXsMOgOE5fbbb7d+33333bnyEXH00UdzMp/NewzsgMUSY0T45S9/2bH99tvb3nPFFVdwi3A27zHo4FYujAsOS06i889//pNbduvq6qzXnnzySU4gyWLj5j35jl69enE9Ad28Zs2aTn9///33+djjsEqYO3cuf+2NN95w/R5ZMMHIEvHVV1/xn5MnT7Ze69WrFxs5cqT1NwP/QEwJGsWJ4wzstNNO1ji7eY9B57iy2tpaNnr0aNucdo7hzjvvbBtDN+8xYOyjjz5ib7/9Nrv++uvZxx9/zH77299mHMPVq1ezlStXun5PvuPOO+/ksX0oUJcMGMNx48axiooK2xji0P/111+7fo8BY1dddRU788wz2bBhw9gBBxzAm3aK44x4P8TcEMaMGcN7XZFecPMeWTBER3KwIQKpnE3GQHbwNwN540zjmmqc3bzHIAEEzv/85z/nCv2ggw6yXmtoaEg6hhs3buSK3817DGK48sor2W9+8xt2ww03sB//+Mdsu+22s83pZGMozmU378n34GNsvg8//DArLk6eZ2PGWQ5uvvlmtn79ek78EGCPoO+f/OQnacc5mY7O9B5ZMERHIpBd1dbW1ikaHRtBaWmpzI/Ka1AWGzbZVOPs5j0GMWC+nnDCCWzt2rXs6aeftrIe0o0hNpKCggJX7zGI4a233mJffvklW7hwIfvggw/4aVic08nGEBDndKb35DN+9rOfcQK5atUqPr6wUAKffPIJW7JkCX9uxlkOzjjjDEtP9O3bl1133XXsww8/tKw6ycY5mY7O9B5ZMERHImDCA1asWGF7Hb870+4M/I/z8uXLba/jdxpnN+8xiJGcE088kc2aNYu98847PPWZAEWG35ONIY2vm/cY2IGN4bTTTmOvvPKKbU4nG8PCwkI2ePBg1+/JZwwcOJDP40svvZQ/HnzwQf76tddey1577bW0YwiIuiPTewzsoHIJNE4YQ1h06+vrben6sAKJ45zpPbJgiI5EoF4Dai48//zz1mvwxaO+CHyYBnLQu3dvXltHHGcsmPfff98aZzfvyXe0trayk046iZuf33333aTKBWP1wgsvWC4o1LzA7+IYunlPPqOurq7Ta99//73NbI+xevPNN21K/7nnnmNTpkxhXbp0cf2efMaLL77ILTn0gIsQAKH8xS9+YY3hggUL2HfffWcbw549e7JJkya5fk8+oy7JfH799de5hYbqDf3oRz/iBBz3hPDyyy9znbPffvu5fo80SA1tNui4+eabeZ2MO++8s+PRRx/lNQKOOeYYMzJZAJkN06ZN4+nJmKJIX8bvy5Yts9W5KCoq6rj66qs7nn322Y4999yT13BBKmg278ln/OQnP+G1WDDOGF96oBaUmEmI7LXTTjuNpzWffPLJvK5Itu/JZ2A8fvOb3/AsoBdffLHj4osv5vPygQcesN6zZcsWnlZ74IEHdjz33HMdl1xyCc/WfO+997J6j0ECybKuAIwf9MATTzzBM4dQCgGZVtm+J1/x7LPP8vG5//77O1599dWOyy+/nI/Ptddea3sf5jlqoeF9mOvIDjz33HOzfo8MmO7lCoBguMcee4yb4cBaL7roolBb1EcNiBP5y1/+0un1X/3qV9wCQYCr5a677uKmzh122IFdcskl3JIjws178hWHHHIIq6mp6fT6Kaecws4++2zrd5xs//znP/PYElRPRrYQsiNEuHlPvqK5uZnde++93BqDmASMD+JzJk6caHsfYktuuukmHlQLV8B5553HrTXZvscghmnTprHLLruMvfrqq7aK6LCIQb/AuovMqqlTp7Ljjz/eNmxu3pPP+OCDD9h//vMfHpMDFxTGZ++997a9B5bdu+++m1vVYe097LDD2DnnnGOrfOzmPTJgiI6BgYGBgYFBzsLE6BgYGBgYGBjkLAzRMTAwMDAwMMhZGKJjYGBgYGBgkLMwRMfAwMDAwMAgZ2GIjoGBgYGBgUHOwhAdAwMDAwMDg5yFIToGBgYGBgYGOQtDdAwMDLQAiuE9/vjjocowd+5c3rZFxBdffMGeeOIJNn369LT/i2KJ7733nmIJDQwMsoUpGGhgYKAUqEr9xhtvpH3P5MmTeX+hww8/nPe6CQNtbW28P9qNN97I5QBQeRh9jnbffXe2//77s1/+8pcp/3/dunVs3LhxnCiNHj06QMkNDAzSoTjtXw0MDAx8As1Un332Wev3zz//nG3YsIEdeOCB1mtomDhgwADeST0soNs1mgwSyUF5erRucNugFK1FfvrTn7Krr76at4ExMDDQA4boGBgYKAWsG48++qj1O/pogeyIr5Hr6qijjrJ+X7ZsGfvss8/Y0UcfzXs7LV68mPeHGj58OLe+fPrpp5ww7bTTTrzvkxMrV67kn1NVVcW7Tnfr1i2tnP/4xz/Yaaedxp+vXr2avfTSS7xfHVxWsErtu+++/HO2bNnCXwMRgiUKJI0AorPLLruwv/71r6xv376+xs3AwEAODNExMDDQAl9//TU7+eST2QknnMB//+STT9jPfvYzts0227DS0lJubfnwww/Zbbfdxh544AHWpUsXTnhAgtAwE4SH8Ic//IE3Gd111115g8Y5c+aw//3vf9z9lAwgWYjFgQUHWLt2LSc6AOJuZsyYweWYN28eJ2NwUVVXV/Pr3nLLLey4447j74XrC8Tq9ddf581RDQwMNID0fugGBgYGaXDWWWd1TJ48udPrr7zySkdRUZH1+xNPPNEBFXXnnXdar51xxhn8tfvvv9967cQTT+w45phjrN+ff/75jr59+3YsXrzYeu2ee+7p6N+/f0dDQ0NSmV566SV+3aamJuu1jRs38temT59uvXb44Yd3XHDBBdbvtbW1Ha+99prtWnvuuaftPQYGBuHCZF0ZGBhoi6KiInbGGWdYv++2226svLycnXrqqbbXYGkh3H///WzChAnc7YVsKWRyFRcXc6vN7NmzUwYSV1ZWcstROsCKhOyqmpoa/jv+R4w1Anr06MGvZ2BgoAeM68rAwEBbdO3alZWUlFi/l5WVcZcR3Fjia42NjdbvixYt4rE1Tz75pO1aCHQW/8/5OQ0NDTzuJtV7AGRknXnmmTxWB7E4hx56KDv33HM54SHU1dXxwGoDAwM9YIiOgYFBTgFBx0OHDuVxPG4xZswYTnKWLFnCg51TYdSoUeydd97hFpt3332XXX/99eyVV15hb7/9tvUeWHwOO+ww39/DwMBADozrysDAIKdw8MEH89o3yLoSsXz58pT/A1dX//79ebBzOtA1kEqOAOTf//73PPuLAPfYDz/8kDLo2cDAIHgYi46BgUFO4cILL2Qvvvgidy3BrYT07y+//JK9//777Lvvvkv6PwUFBTwW6JFHHmFTp05NeW0UDITFaM8990QiB09Jp4wr4LHHHmM777wz23bbbZV8NwMDg+xhiI6BgUGgQBp4r169Or3uLBg4ZMgQ9uMf/9j2HriVUFfHWaeHivxRwDDcSyAd06ZN4zE7O+64I09Lz0SQkDaOwGa4shCYDHnEOjkoHogAZ5Am4IorrrBkRqr7nXfeyf70pz9lPSYGBgbqYFpAGBgYGMSBWjvNzc1W4cBs8NVXX/EiiDfffLMZTwMDjWCIjoGBgYGBgUHOwgQjGxgYGBgYGOQsDNExMDAwMDAwyFkYomNgYGBgYGCQszBEx8DAwMDAwCBnYYiOgYGBgYGBQc7CEB0DAwMDAwODnIUhOgYGBgYGBgY5C0N0DAwMDAwMDHIWhugYGBgYGBgY5CwM0TEwMDAwMDDIWRiiY2BgYGBgYMByFf8PprQaMLPBnEEAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "B_all = np.asarray(coord_all.get_const_grad_batch(x)) # (T, 6, 6)\n", "B_const = np.asarray(coord_const.get_const_grad_batch(x)) # (T, 4, 6)\n", " \n", "fig, axes = plt.subplots(2, 1, sharex=True)\n", "axes[0].plot(t_fs, values[:, idx_polar])\n", "axes[0].set_ylabel(\"Polar angle (rad)\")\n", "axes[1].semilogy(t_fs, np.linalg.cond(B_all), label=\"B (curvilinear coordinates)\")\n", "axes[1].semilogy(t_fs, np.linalg.cond(B_const), label=\"B_C (constraints)\")\n", "axes[1].set_ylabel(\"Condition number\")\n", "axes[1].set_xlabel(\"Time (fs)\")\n", "axes[1].legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "529f3a82", "metadata": {}, "source": [ "The condition number of `B` diverges whenever the polar angle $\\theta$ approaches $0$ or $\\pi$, while that of `B_C` stays constant. Therefore, quantities that require the inverse of `B` should not be evaluated near these points e.g., the Hessian in the active coordinates by `eval_hess_active` (see the next tutorial)." ] }, { "cell_type": "markdown", "id": "ab06304b", "metadata": { "vscode": { "languageId": "bat" } }, "source": [ "## Compare with a trajectory not passing the singularities\n", "\n", "With `tilt = pi / 4`, the rotation plane is tilted by 45° from the xy-plane, so the polar angle stays between $\\pi / 4$ and $3 \\pi / 4$ and the trajectory never passes through the poles.\n", "The same `coord_const` and `coord_all` are used." ] }, { "cell_type": "code", "execution_count": null, "id": "5c8f714b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "max energy error = 2.608e-09 cm^-1\n" ] }, { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mome_init_pi4 = initial_momenta(K_rot=2000, K_vib=0, tilt=np.pi / 4)\n", "traj_pi4 = ShakeRattle(calc, posi_ref, mome_init_pi4, mass, dt, coord_const).run(n_step)\n", "\n", "ener_pi4 = traj_pi4[\"total_energy\"]\n", "print(f\"max energy error = {np.max(np.abs(ener_pi4 - ener_pi4[0])) / CmInv:.3e} cm^-1\")\n", "\n", "x_pi4 = traj_pi4[\"posi\"].reshape(n_step + 1, -1) # (T, 3N)\n", "values_pi4 = np.asarray(coord_all.get_value_batch(x_pi4)) # (T, 6)\n", "B_all_pi4 = np.asarray(coord_all.get_const_grad_batch(x_pi4)) # (T, 6, 6)\n", "\n", "radius = r_e / 2\n", "U = np.linspace(0, 2 * np.pi, 100)\n", "V = np.linspace(0, np.pi, 100)\n", "\n", "fig = plt.figure(figsize=(5, 5))\n", "ax = fig.add_subplot(projection='3d', computed_zorder=False)\n", "ax.plot_surface(radius * np.outer(np.cos(U), np.sin(V)), radius * np.outer(np.sin(U), np.sin(V)),\n", " radius * np.outer(np.ones(np.size(U)), np.cos(V)), color='cyan', alpha=0.3, zorder=0)\n", "ax.plot(*traj_loaded[\"posi\"][:, 0].T, color='blue', label=r'tilt = $\\pi/2$', zorder=1)\n", "ax.plot(*traj_pi4[\"posi\"][:, 0].T, color='green', label=r'tilt = $\\pi/4$', zorder=1)\n", "ax.scatter([0, 0], [0, 0], [radius, -radius], color='black', s=50, depthshade=False,\n", " label=r'singular points ($\\theta = 0, \\pi$)', zorder=2)\n", "ax.set_xlabel(\"x (Å)\")\n", "ax.set_ylabel(\"y (Å)\")\n", "ax.set_zlabel(\"z (Å)\")\n", "ax.set_box_aspect((1, 1, 1))\n", "ax.view_init(elev=30, azim=45)\n", "ax.legend(loc=\"upper left\")\n", "plt.show()\n", "\n", "fig, axes = plt.subplots(2, 1, sharex=True)\n", "axes[0].plot(t_fs, values[:, idx_polar], color='blue', label=r'tilt = $\\pi/2$')\n", "axes[0].plot(t_fs, values_pi4[:, idx_polar], color='green', label=r'tilt = $\\pi/4$')\n", "axes[0].set_ylabel(\"Polar angle (rad)\")\n", "axes[0].legend()\n", "axes[1].semilogy(t_fs, np.linalg.cond(B_all), color='blue')\n", "axes[1].semilogy(t_fs, np.linalg.cond(B_all_pi4), color='green')\n", "axes[1].set_ylabel(\"Condition number of B\")\n", "axes[1].set_xlabel(\"Time (fs)\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "ebf5dc91", "metadata": {}, "source": [ "For `tilt = pi / 4`, the polar angle stays away from $0$ and $\\pi$, and the condition number of $B$ remains bounded.\n", "\n", "The two trajectories have the same rotational energy and are physically equivalent:\n", "one is obtained from the other by rotating the whole system by $\\pi / 4$ about the x-axis.\n", "Nevertheless, only the trajectory with `tilt = pi / 2` passes through the singular points.\n", "This shows that the coordinate singularity is not a physical property of the motion,\n", "but an artifact of the choice of the curvilinear coordinates (here, the direction of the z-axis).\n", "The dynamics in the redundant Cartesian coordinates is free from this artifact,\n", "and both trajectories are propagated equally well." ] }, { "cell_type": "markdown", "id": "94d76e6c", "metadata": {}, "source": [ "Second, the ro-vibration of H2 is used as an example:\n", "\n", "| Redundant space | Potential | Integrator | Physical space |\n", "|---|---|---|---|\n", "| Cartesian (6 DOFs) with 3 constraints (3 translations) | H2SplinePotential | `ShakeRattle` | bond length $r$, polar $\\theta$ and azimuthal angle $\\phi$ |\n", "\n", "- The center of mass is fixed by constraints.\n", "- The molecule rotates through the z-axis ($\\theta = 0, \\pi$), where the azimuthal angle $\\phi$ is undefined.\n", "- The bond length is not constrained, so the molecule vibrates while rotating." ] }, { "cell_type": "code", "execution_count": 12, "id": "9821370d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Build complete: 3 coordinates\n", "InternalCoordinates:\n", " 0: translation_x value_ref=0.000000\n", " 1: translation_y value_ref=0.000000\n", " 2: translation_z value_ref=0.000000\n", "max energy error = 4.062e+00 cm^-1\n" ] }, { "data": { 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Set constraints\n", "coord_const_rovib = InternalCoordinates(posi_ref, mass)\n", "coord_const_rovib.add_translation()\n", "coord_const_rovib.build()\n", "print(coord_const_rovib)\n", "\n", "# set initial momenta\n", "mome_init_rovib = initial_momenta(K_rot=2000, K_vib=2000, tilt=np.pi / 2)\n", "traj_rovib = ShakeRattle(calc, posi_ref, mome_init_rovib, mass, dt, coord_const_rovib).run(n_step)\n", "\n", "# check energy conservation\n", "ener_rovib = traj_rovib[\"total_energy\"]\n", "print(f\"max energy error = {np.max(np.abs(ener_rovib - ener_rovib[0])) / CmInv:.3e} cm^-1\")\n", "\n", "# save trajectory\n", "save_trajectory(\"h2_rovib_pi2_traj.npz\", traj_rovib)\n", "\n", "# analyze trajectory\n", "x_rovib = traj_rovib[\"posi\"].reshape(n_step + 1, -1) # (T, 3N)\n", "values_rovib = np.asarray(coord_all.get_value_batch(x_rovib)) # (T, 6)\n", "B_all_rovib = np.asarray(coord_all.get_const_grad_batch(x_rovib)) # (T, 6, 6)\n", "\n", "\n", "radius = r_e / 2\n", "U = np.linspace(0, 2 * np.pi, 100)\n", "V = np.linspace(0, np.pi, 100)\n", "\n", "fig = plt.figure(figsize=(5, 5))\n", "ax = fig.add_subplot(projection='3d', computed_zorder=False)\n", "ax.plot_surface(radius * np.outer(np.cos(U), np.sin(V)), radius * np.outer(np.sin(U), np.sin(V)),\n", " radius * np.outer(np.ones(np.size(U)), np.cos(V)), color='cyan', alpha=0.3, zorder=0)\n", "ax.plot(*traj_rovib[\"posi\"][:, 0].T, color='blue', label=r'rovib (tilt = $\\pi/2$)', zorder=1)\n", "ax.scatter([0, 0], [0, 0], [radius, -radius], color='black', s=50, depthshade=False,\n", " label=r'singular points ($\\theta = 0, \\pi$)', zorder=2)\n", "ax.set_xlabel(\"x (Å)\")\n", "ax.set_ylabel(\"y (Å)\")\n", "ax.set_zlabel(\"z (Å)\")\n", "ax.set_box_aspect((1, 1, 1))\n", "ax.view_init(elev=30, azim=45)\n", "ax.legend(loc=\"upper left\")\n", "plt.show()\n", "\n", "bond_idx = coord_all.find_coordinate(\"bond\", (0, 1))[0] # -> 3\n", "\n", "fig, axes = plt.subplots(3, 1, sharex=True, figsize=(6, 6))\n", "axes[0].plot(t_fs, values_rovib[:, bond_idx], color='blue')\n", "axes[0].set_ylabel(\"Bond length (Å)\")\n", "axes[1].plot(t_fs, values_rovib[:, idx_polar], color='blue')\n", "axes[1].set_ylabel(\"Polar angle (rad)\")\n", "axes[2].semilogy(t_fs, np.linalg.cond(B_all_rovib), color='blue')\n", "axes[2].set_ylabel(\"Condition number of B\")\n", "axes[2].set_xlabel(\"Time (fs)\")\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "3d8162e7", "metadata": {}, "source": [ "- **Vibration**: The bond length oscillates between about 0.65 Å and 0.90 Å with a period of about 8 fs, consistent with the vibrational frequency of H2 (about 4200 $\\text{cm}^{-1}$). The oscillation is asymmetric around $r_e$ (0.74 Å), reflecting the anharmonicity of the potential.\n", "- **Rotation**: The polar angle shows small wiggles synchronized with the vibration. Since the angular momentum\n", " is conserved, the angular velocity decreases when the bond is stretched and increases when it is compressed.\n", " The rotational period (about 51 fs) is slightly longer than that of the pure rotation (about 48 fs),\n", " since the bond is longer on average.\n", "- **Singularities**: The condition number of $B$ diverges whenever the polar angle approaches $0$ or $\\pi$,\n", " as in the pure rotation. The coordinate singularities depend only on the orientation of the molecule,\n", " not on the vibration.\n", "- **Trajectory on the sphere**: The atoms move inward and outward from the sphere of radius $r_e / 2$\n", " while rotating through the poles. Since the vibrational and rotational periods are incommensurate,\n", " the trajectory does not close after one rotation." ] } ], "metadata": { "kernelspec": { "display_name": "pyscivr (3.13.11)", "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": "3.13.11" } }, "nbformat": 4, "nbformat_minor": 5 }