{ "cells": [ { "cell_type": "markdown", "source": [ "# Collinear spin and magnetic systems\n", "\n", "In this example we consider iron in the BCC phase.\n", "To show that this material is ferromagnetic we will model it once\n", "allowing collinear spin polarization and once without\n", "and compare the resulting SCF energies. In particular\n", "the ground state can only be found if collinear spins are allowed.\n", "\n", "First we setup BCC iron without spin polarization\n", "using a single iron atom inside the unit cell." ], "metadata": {} }, { "outputs": [], "cell_type": "code", "source": [ "using DFTK\n", "\n", "a = 5.42352 # Bohr\n", "lattice = a / 2 * [[-1 1 1];\n", " [ 1 -1 1];\n", " [ 1 1 -1]]\n", "atoms = [ElementPsp(:Fe, psp=load_psp(\"hgh/lda/Fe-q8.hgh\"))]\n", "positions = [zeros(3)];" ], "metadata": {}, "execution_count": 1 }, { "cell_type": "markdown", "source": [ "To get the ground-state energy we use an LDA model and rather moderate\n", "discretisation parameters." ], "metadata": {} }, { "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "n Energy log10(ΔE) log10(Δρ) Diag Δtime\n", "--- --------------- --------- --------- ---- ------\n", " 1 -16.64995601513 -0.48 6.0 \n", " 2 -16.65070008977 -3.13 -1.01 1.0 34.0ms\n", " 3 -16.65080715317 -3.97 -2.32 1.2 34.1ms\n", " 4 -16.65082397375 -4.77 -2.84 2.2 43.6ms\n", " 5 -16.65082460763 -6.20 -3.28 1.8 38.1ms\n", " 6 -16.65082468794 -7.10 -3.79 2.0 41.7ms\n", " 7 -16.65082469756 -8.02 -4.30 2.0 97.6ms\n" ] } ], "cell_type": "code", "source": [ "kgrid = [3, 3, 3] # k-point grid (Regular Monkhorst-Pack grid)\n", "Ecut = 15 # kinetic energy cutoff in Hartree\n", "model_nospin = model_LDA(lattice, atoms, positions, temperature=0.01)\n", "basis_nospin = PlaneWaveBasis(model_nospin; kgrid, Ecut)\n", "\n", "scfres_nospin = self_consistent_field(basis_nospin; tol=1e-4, mixing=KerkerDosMixing());" ], "metadata": {}, "execution_count": 2 }, { "outputs": [ { "output_type": "execute_result", "data": { "text/plain": "Energy breakdown (in Ha):\n Kinetic 15.9208562\n AtomicLocal -5.0693321\n AtomicNonlocal -5.2202358\n Ewald -21.4723040\n PspCorrection 1.8758831 \n Hartree 0.7793467 \n Xc -3.4467509\n Entropy -0.0182879\n\n total -16.650824697560" }, "metadata": {}, "execution_count": 3 } ], "cell_type": "code", "source": [ "scfres_nospin.energies" ], "metadata": {}, "execution_count": 3 }, { "cell_type": "markdown", "source": [ "Since we did not specify any initial magnetic moment on the iron atom,\n", "DFTK will automatically assume that a calculation with only spin-paired\n", "electrons should be performed. As a result the obtained ground state\n", "features no spin-polarization." ], "metadata": {} }, { "cell_type": "markdown", "source": [ "Now we repeat the calculation, but give the iron atom an initial magnetic moment.\n", "For specifying the magnetic moment pass the desired excess of spin-up over spin-down\n", "electrons at each centre to the `Model` and the guess density functions.\n", "In this case we seek the state with as many spin-parallel\n", "$d$-electrons as possible. In our pseudopotential model the 8 valence\n", "electrons are 2 pair of $s$-electrons, 1 pair of $d$-electrons\n", "and 4 unpaired $d$-electrons giving a desired magnetic moment of `4` at the iron centre.\n", "The structure (i.e. pair mapping and order) of the `magnetic_moments` array needs to agree\n", "with the `atoms` array and `0` magnetic moments need to be specified as well." ], "metadata": {} }, { "outputs": [], "cell_type": "code", "source": [ "magnetic_moments = [4];" ], "metadata": {}, "execution_count": 4 }, { "cell_type": "markdown", "source": [ "!!! tip \"Units of the magnetisation and magnetic moments in DFTK\"\n", " Unlike all other quantities magnetisation and magnetic moments in DFTK\n", " are given in units of the Bohr magneton $μ_B$, which in atomic units has the\n", " value $\\frac{1}{2}$. Since $μ_B$ is (roughly) the magnetic moment of\n", " a single electron the advantage is that one can directly think of these\n", " quantities as the excess of spin-up electrons or spin-up electron density.\n", "\n", "We repeat the calculation using the same model as before. DFTK now detects\n", "the non-zero moment and switches to a collinear calculation." ], "metadata": {} }, { "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "n Energy log10(ΔE) log10(Δρ) Magnet Diag Δtime\n", "--- --------------- --------- --------- ------ ---- ------\n", " 1 -16.66158684788 -0.51 2.617 5.0 \n", " 2 -16.66811551686 -2.19 -1.09 2.445 1.4 130ms\n", " 3 -16.66904454727 -3.03 -2.06 2.338 2.2 80.4ms\n", " 4 -16.66909962306 -4.26 -2.74 2.303 2.0 85.6ms\n", " 5 -16.66910285313 -5.49 -2.95 2.296 2.0 95.3ms\n", " 6 -16.66910413218 -5.89 -3.44 2.286 1.8 86.6ms\n", " 7 -16.66910416560 -7.48 -3.71 2.286 1.6 86.2ms\n", " 8 -16.66910417407 -8.07 -4.23 2.285 1.8 79.9ms\n", " 9 -16.66910417503 -9.02 -4.98 2.286 1.8 86.3ms\n", " 10 -16.66910417508 -10.25 -5.26 2.286 2.2 126ms\n", " 11 -16.66910417507 + -10.78 -5.60 2.286 1.5 116ms\n", " 12 -16.66910417508 -10.74 -6.09 2.286 1.5 121ms\n" ] } ], "cell_type": "code", "source": [ "model = model_LDA(lattice, atoms, positions; magnetic_moments, temperature=0.01)\n", "basis = PlaneWaveBasis(model; Ecut, kgrid)\n", "ρ0 = guess_density(basis, magnetic_moments)\n", "scfres = self_consistent_field(basis, tol=1e-6; ρ=ρ0, mixing=KerkerDosMixing());" ], "metadata": {}, "execution_count": 5 }, { "outputs": [ { "output_type": "execute_result", "data": { "text/plain": "Energy breakdown (in Ha):\n Kinetic 16.2947218\n AtomicLocal -5.2227275\n AtomicNonlocal -5.4100294\n Ewald -21.4723040\n PspCorrection 1.8758831 \n Hartree 0.8191966 \n Xc -3.5406836\n Entropy -0.0131612\n\n total -16.669104175084" }, "metadata": {}, "execution_count": 6 } ], "cell_type": "code", "source": [ "scfres.energies" ], "metadata": {}, "execution_count": 6 }, { "cell_type": "markdown", "source": [ "!!! note \"Model and magnetic moments\"\n", " DFTK does not store the `magnetic_moments` inside the `Model`, but only uses them\n", " to determine the lattice symmetries. This step was taken to keep `Model`\n", " (which contains the physical model) independent of the details of the numerical details\n", " such as the initial guess for the spin density.\n", "\n", "In direct comparison we notice the first, spin-paired calculation to be\n", "a little higher in energy" ], "metadata": {} }, { "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "No magnetization: -16.65082469755961\n", "Magnetic case: -16.669104175083874\n", "Difference: -0.0182794775242634\n" ] } ], "cell_type": "code", "source": [ "println(\"No magnetization: \", scfres_nospin.energies.total)\n", "println(\"Magnetic case: \", scfres.energies.total)\n", "println(\"Difference: \", scfres.energies.total - scfres_nospin.energies.total);" ], "metadata": {}, "execution_count": 7 }, { "cell_type": "markdown", "source": [ "Notice that with the small cutoffs we use to generate the online\n", "documentation the calculation is far from converged.\n", "With more realistic parameters a larger energy difference of about\n", "0.1 Hartree is obtained." ], "metadata": {} }, { "cell_type": "markdown", "source": [ "The spin polarization in the magnetic case is visible if we\n", "consider the occupation of the spin-up and spin-down Kohn-Sham orbitals.\n", "Especially for the $d$-orbitals these differ rather drastically.\n", "For example for the first $k$-point:" ], "metadata": {} }, { "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(scfres.occupation[iup])[1:7] = [1.0, 0.9999987814400667, 0.9999987814400667, 0.9999987814400667, 0.9582253750304278, 0.9582253750304125, 1.1266877979866877e-29]\n", "(scfres.occupation[idown])[1:7] = [1.0, 0.8438938883612442, 0.8438938883612566, 0.8438938883612479, 8.140887871347671e-6, 8.140887871347758e-6, 1.5889756527404473e-32]\n" ] } ], "cell_type": "code", "source": [ "iup = 1\n", "idown = iup + length(scfres.basis.kpoints) ÷ 2\n", "@show scfres.occupation[iup][1:7]\n", "@show scfres.occupation[idown][1:7];" ], "metadata": {}, "execution_count": 8 }, { "cell_type": "markdown", "source": [ "Similarly the eigenvalues differ" ], "metadata": {} }, { "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(scfres.eigenvalues[iup])[1:7] = [-0.06935857571282955, 0.3568855348197594, 0.356885534819759, 0.3568855348197616, 0.4617359913329508, 0.4617359913329546, 1.1596207856288534]\n", "(scfres.eigenvalues[idown])[1:7] = [-0.03125743574514684, 0.4761890225914594, 0.47618902259145846, 0.4761890225914591, 0.6102499621019136, 0.6102499621019135, 1.2252602645306927]\n" ] } ], "cell_type": "code", "source": [ "@show scfres.eigenvalues[iup][1:7]\n", "@show scfres.eigenvalues[idown][1:7];" ], "metadata": {}, "execution_count": 9 }, { "cell_type": "markdown", "source": [ "!!! note \"$k$-points in collinear calculations\"\n", " For collinear calculations the `kpoints` field of the `PlaneWaveBasis` object contains\n", " each $k$-point coordinate twice, once associated with spin-up and once with down-down.\n", " The list first contains all spin-up $k$-points and then all spin-down $k$-points,\n", " such that `iup` and `idown` index the same $k$-point, but differing spins." ], "metadata": {} }, { "cell_type": "markdown", "source": [ "We can observe the spin-polarization by looking at the density of states (DOS)\n", "around the Fermi level, where the spin-up and spin-down DOS differ." ], "metadata": {} }, { "outputs": [ { "output_type": "execute_result", "data": { "text/plain": "Plot{Plots.GRBackend() n=3}", "image/png": 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X4NbW1sOHD6elpXl4eKxbt2758uVnz55VKBTt7e0KhUIgENy8eTMrKys7O9va2nr27NmbNm168cUXGfs6a0NBSAiXysq0BKGnJxQKLifbWZYTJ3DkCHu3EwoxfjwGDerjFCcnJ7lc3tnZ2dTU5OTk1PtV5Z4SW7duPXDgwP79+z/99NPnnntuy5Ytc+fOVT3zwIED33//vXI+9MqVK5WjVE6ePBkWFpaUlAQgOjp63Lhxhw8fXrFixfjx448ePerp6Tlu3DgAycnJ165dmzBhQte046eeegqAi4tLdHR0UVGRahC6uLjIZLI333xz4cKFcXFxzrfXFF+0aJGyU/Svf/3rq6++WldXZ23dLYCWL1+unKs9adKkwsJC/b+ahqMgJIRL5eUaJxEqDRkCOau9RJZt5Uqo6+vjUFFR0ZAhQ+zt7QMDA3fs2KH6kkQiqaioUO4CIRAIZs2apWzqvfHGG6+//nqPIGxoaOjKpK4V0RoaGlRXR3NxcVH2SU6dOvXIkSOenp5Tp04FcOTIkWvXrin/rbxXVyT3XlN74MCBp0+f3rBhw7Jly1paWroWx+m6u729vUgkamho6PEsULlbhfKanZ2dBn21DETPCAnhktau0cGDqWvUcjU2Nn7yySeLFi0CMG3atNLS0j/++KPr1a+++mrQoEETJkzoMfAyMjKy9zJegYGBWVlZyn9nZmZ2HczJyZFKpQAUCkVmZqZyabSpU6ceOnToyJEjU6dOnT59+uHDh48dO9YVhFqFhISsW7eusLDwscce6xqe2nX34uJiuVzee+tgDlGLkBAulZdrCcIhQ6DIY6sawgNSqXTt2rVSqbSysnLHjh2jR49W7vkwfPjwjz/+eOHCha+++mp4ePjp06e/+OKLn3/+WSQSXblyZdasWY888khwcPDly5ffe++9Rx55pMdlV61a9fLLL4tEopaWlm+++aarE9Lb23v58uUPP/zwjh07hELhPffcAyAiIkIqldbV1Sl3vW9oaGhtbY2IiNCl/uzs7C1btkycONHW1jY5OblrUbQTJ078+9//joyM/L//+79nn33W1ta2ra2Nwa+bMSgICeFSeTl8ffs6gVqEFsXT0/PFF1+sr6+3t7ePjIx86qmnVB+/PfXUUzExMVu3bt26dWtAQEBaWlpwcDAADw+P1atXnzx5MjU11dXV9T//+c+8efN6XPmBBx6ws7PbuXPn4MGDt2zZotws18rK6vDhw59++unmzZuDgoJOnTqlfAooEAjef//9rpkPa9asUa63DMDe3v7VV1/tuuzChQt7LNbq7e3t7Oy8detWAEuWLFm2bJnyuHL73++///7hhx9+8sknAYhEor///e/Kyz766KO+t38S4uLihg0bxtSXVBe06LZOaNFtc2Fei25fu4bwcC1rx1y7Bs//uP91wmJadJtxtOg2ax5//PHw8HBjBoLSotuE9E9am4MA3NygUFCjkBAToq5RQjhz6RJ8fLScIxTCygrt7awURIhpbNq0iesS+kJBSAhndGkRAhAIwJtRBYQDDQ0NNTU1XR+6ubl1LSJDGEFBSAhnyssRGqr9NIEA7e00p95ybdu2bdWqVQG3J5w+8sgjr7zyCrcl9TMUhIRwpqwMd9+t/TQrK2oRWpbGxsa6ujoXF5eu2e5RUVGnTp3itqp+jAbLEMIZ6holvb355psBAQGLFy+OjY399ttvuS7HIlCLkBBuKBQ6DZYBtQhZ9Mm5T3Jrc1m7nVAgfGXcK77Ovl1HFArFunXr8vPz/fz8AMhkMuXx4uLipUuXKv/97rvv+ujyfUN0RkFICDeuXYOjI3qtoqyGQIB2CkJW7Cved776PGu3E1mLFo1cpBqEAoHg2Wefff3115OSku66666goCDlcRcXl5kzZyr/rWkLQGIwCkJCuKF134kuVlYKahGy48AjB7gtQC6XX7lypb29/ebNm6qLWbu7uz/00EMcFta/URASwg0dHxDi1qhR0xZDeKK4uPjQoUOXL1/mds0dS0NBSAg3dA9CmlBvOXx8fOzs7F5//fXJkycrG4XUEGQBjRolhBu6d41Si9ByiESiM2fODBgwYPv27cnJyV5eXgDi4+OVq1QTE6EWISHcKC/HfffpdCZNn7AoXl5ef//731WPREdHR0dHc1WPJaAWISHc0KtFqFBQFhJiKhSEhHBALkdlJUaM0PV8e3vU1ZmyIEIsGAUhIRyoqYGrK+ztdT1fJKIgJMRUKAgJ4UBpKfz99Tjfzg43bpisGkIsGwUhIRwoLdX1AaEStQgJMR0KQkI4UF6udxBSi5AQE6HpE4Rw4OJFTJumx/nUIjSRn3/+mbY3MgvV1dWmuzgFISEcKC3F7W1WdUItQvXkcjQ0wNXVsHcvX768oKDg8uXLTJUjlUqtrfvbL1WefFITJkwI1WUba4Nw/+kRYoH0fUZoZ0ctwl4uX8bdd6O4GDNnYssW2Nrqe4EXXniB2Ypu3rw5YMAAZq/JuX75SfVAzwgJYVtLC5qa4OWlx1uoRdiTQoHFizF3Lurr0dmJt97iuiBixigICWHbxYvw84NeuwvY2Snq601WkDnauRPNzXj7bdjY4JtvsGkTKiq4romYKwpCQthWUoLAQP3eQvMIe/rwQ7z5JqysAGDwYCxbhs8/57omYq4oCAlhmwFBKBKBWoR35OSgshJz5tw58uST+OEHSKXc1UTMGAUhIWy7eFG/IaOgFmEPW7Zg8WIIhXeOBAbC1xfHjnFXEzFjFISEsK2oCEFB+r3FxgZyOe1KeNuOHXjggZ4H77sPv/3GRTXE7FEQEsK2oiKIxXq/y8WFGoUAgMJCtLYiJqbn8Xvuwf79XBREzB4FISGsamlBQwOGDdP7ja6u9JgQAHDgAGbOVDPoNiwMUimKirioiZg3CkJCWFVcjICAW6Md9eLiQkEIADh4EHfdpf6lqVPpMSExAAUhIawqKEBwsCFvpCAEAKkUp05h0iT1r06ciBMnWK2H9AsUhISwqrCQgtAIaWnw8YGbm/pXk5KQnMxuQaQ/oCAkhFVFRRSERvjzT0yYoPHVwEB0dqKyksWCSH9AQUgIq/LyEBZmyBspCAEgORlJSX2dMGYMzp5lqxrST1AQEsIeuRzFxdQiNMLZsxg3rq8T4uORksJWNaSfoCAkhD3l5XB3h5OTIe+lIERpKWxstEw9iYujICT6oiAkhD05OQgPN/C9FIQ4exZjx2o5JyYG6elQKFgpiPQTFISEsCc7GxERBr7X2RkNDYxWY3ZSUhAXp+UcNzc4O6O0lJWCSD9BQUgIe/LyqEVohNRUjB6t/bToaGRkmL4a0n9QEBLCngsXEBlp4HstvUUokyEzU80So71FRiIry/QFkf6DgpAQlrS1oawMISEGvt3SW4QFBfDywqBB2s8cNQqZmaYviPQfFISEsCQ3F2IxbG0NfLujI6RSdHQwWpMZSUvTqTkIYNQoZGebuBrSr1AQEsKS1FTExhp1hUGDLLh3ND1d1yAMCEBtLW7eNHFBpP/QNQg7OzvT09P3799//vx5uVyu+lJJScn+/fvLy8uZr46QfkT33+SaWHTvaEYGoqN1OtPKCsHByMszcUGk/9A1CJctW7ZixYovv/xy2bJlUVFR169fVx7/5JNPxo0bt2HDhvj4+I0bN5qsTkLMXlqasS1Cyx0vo1AgMxNRUbqeP3IkcnNNWRDpV6x1PO+HH36wtrYGIJfLk5KSNm7c+OqrrzY2Nr7xxhunTp2KjIw8derUvffe+9BDD9nb25uyYELMUlsbCgt1bdJoYrktwosX4eyscdOJ3kJDkZ9vyoJIv6Jri1CZggCsrKxEIpFIJALwxx9/+Pn5RUZGAhg3btzAgQOPHz9umjoJMW/p6QgNhZ2dURcZNAiNjQwVZF4uXNCjOQggLIy6RonudG0RAjh69OiPP/6Ym5sbGhq6YsUKAFVVVT4+Pl0njBgxolLzBigymWz79u1dH4aEhIwcOdKgmjkgl8sFAkGPh6Pmrr9+UsrPi+tCekpOFiQmQi43cOkvhUIhl8udnQU3bhh+EV7R639KkJGByEiF7t+rwcFW+fnsf28rPymWb2pq5v5JWVlpb+/pEYTDhw+fNm3akCFDfvjhh5ycnLi4OIlE0tVSBGBrayuRSNS+V6FQyGSybdu2dR2ZNm1aYGCg7nfnlkQi6X+Z0d7eLhQKZTIZ14Uwqb29XS6XC4VCrgvpKTnZ7oEHpO3thny1lT8+7e3tTk4216+jvb2T8fLYp/z20zEI7dLTpY8+Kmtv1/XqQ4c6XL3afuMGHBwML1F/EonExsaGzTuywNw/KVtbW9WcUkuPIAwKCgoKClq8eLFAIPjggw9+/fXXoUOHdo2aAVBbWzt06FC17xUIBLa2tr/++qvut+MV5U+srcFTwHjJyspKKBSa9bd4b8r/Jr4FoVyOM2fw1VdCw34tCwQCa2trBwcHDw80NMDBoT/8l8nlcgcHB13b7jk5wvh4/VLN39+hutrwhXwMIpPJHNiNXhb0y0+qB0PmEUqlUuVvz4SEhPT09Js3bwKora0tKCgYM2YMwwUSYv6ysuDhAS8vY69joaNG6+rQ3AxfX/3eFRKCggKT1EP6HV1bhPfff/+4cePc3NwyMzO//PLLffv2AQgJCZkxY8b999//6KOPfvXVV/fff//w4cNNWS0hZunwYUyezMB1LDQIMzMxahT0fe4bHIzCQtMURPobXVuEixcvrqioOHbsmJOTU3p6+oQJE5THt27dOnXq1IMHD86dO5fmERKi1qFDmD6dgetYaBBmZOg3ZFQpKAjFxSaohvRDurYI58+fP3/+/N7H7e3tX375ZUZLIqRfaW7GmTP4+WcGLmWhQZiZiUmT9H6XWIzPP2e+GNIf0VqjhJjW4cNISMDAgQxcykKDMCvLkDEvwcEoKjJBNaQfoiAkxLR27MC8ecxcyhKDUCJBUZEh2xm7ukIoRG2tCWoi/Q0FISEm1N6OvXspCI2Qm4vAQIhEhryXHhMS3VAQEmJC+/YhKoqBiRNKIhEEArS1MXM185CZafhcQLGYekeJLigICTGh777DkiVMXtDiGoX6rjKqKjAQJSWMVkP6JwpCQkyluhqnTuH++5m8psUFoe7bEPYWEICLFxmthvRPFISEmMqGDVi0CI6OTF7TsjagUCgMHDKqRM8IiW70WGuUEKK7jg58/TUOHmT4spbVIiwp0W8bwh6oa5TohlqEhJjE1q0YOdKQYf99s6wgTE9HTIzhb3d1hZUVVDYGIEQtCkJCmKdQ4D//wapVzF/ZsrpGMzIQG2vUFQICUFrKUDWk36IgJIR5Bw9CIMCMGcxf2bJahCkpiIsz6gr+/jRehmhFQUgI89atw4sv6r1fgi4sqEWoUBg1ZFSJBo4SHVAQEsKw7Gzk52PRIpNc3IJahEVFcHGBh4dRF/H3R1kZQwWRfouCkBCGffIJnn4atrYmubgFtQhTUzF6tLEXoRYh0QFNnyCESY2N+PVXE26NbkEtwrNnMWaMsRfx96fBMkQrahESwqQtWzBjBgYPNtX1LSgIz5xBQoKxFxk2DLW1kEiYKIj0WxSEhDDp++/x2GMmvL6ldI22tKCw0KhJhEpCIYYNQ3k5AyWR/ouCkBDGFBejogLTppnwFpbSIjx7FpGRBu6+1AONlyHaUBASwpjt27FwIYRCE97CUlqEyclISmLmUvSYkGhDQUgIY3buxMKFpr2FkxPa2yGVmvYu3Dt+HJMmMXMpPz9qEZK+URASwozKSlRUYNw4095FIMCgQf29d7StDWlpjLUIKQiJNhSEhDBj/37cdZdp+0WV+n/v6IkTiImBkxMzV6MgJNpQEBLCjAMHMHMmGzfq/+NlDhzAXXcxdjUKQqINBSEhDJDJcPy4aceLdun/LcLdu3HPPYxdzc0NUml//5IRo1AQEsKAjAx4e2PIEDbu1c9bhBkZsLJCRAST16RGIekTBSEhDDhxApMns3Svfh6EW7figQcYviYFIekTrTVKCANOnsQjjwKCe70AACAASURBVLB0r/7cNdrZif/9DydOMHxZX19aXIb0gVqEhBhLocCZM0hMZOl2/TkIt27FyJEQixm+LLUISZ8oCAkxVnExHBzg7c3S7fpt12hHB959F2+8wfyVqUVI+kRBSIixzp3D2LHs3a7fBuGbbyIiwiTPWikISZ/oGSEhxjp/HvHx7N2uP3SNdnRY79mD2lp4eyM0FAC+/hr79uHUKZPcjoKQ9ImCkBBjpaRg0SL2bmf2LcLqasycaePqKoiIwOHDKCqCXI6pU3H6NNzcTHLHQYNgbY26OlNdn5g5CkJCjNLZiZwcREWxd0fzbhHKZFiwAA8+2Pa3vzk6OgoEApbuq2wUUhASdegZISFGycuDjw9j62LqwrxbhBs3wsHBJCNi+kYDR4lm1CIkxCgZGYiOZvWOZtwilMmwdi02bwZrDcEu9JiQaEYtQkKMcuECq/2iAJyd0dQEhYLVmzLj0CG4u7M6xLYLBSHRjIKQEKNkZiIyktU7CoWwt0dzM6s3Zcb//odHH+Xm1hSERDMKQkKMkp3NdhAC5rk3r0SC/fsxfz43d6cgJJpREBJiuKoq2Nhg8GC272uWjwmTkxEaytIOHb1REBLNKAgJMVxODsP7BenILAeOHjzI5Ha7+howACIRams5K4DwGAUhIYbLzsbIkRzc1yyD8NgxTJ3KZQHUKCQaUBASYri8PISHc3Bf8+sabW5GQQFGj+ayBgpCogEFISGGy8mhFqFuzpxBTAzs7LisgYKQaEBByHcdHfjmG1OtRUyMoVCgoODWktEsM8sg5GT6oCofH1y6xHENhJcoCPnu6afx449YuBDJyVyXQrqrqICLCwYO5ODW5tc1yvIOHWpRi5BoQEHIa7m52LcPe/bgk0+wahXX1ZDu8vK4aQ7CHFuEaWmIjeW4BgpCogEFIa9t3IjHH4eTExYuRGMjzp7luiCiIj+fglA3NTWQSjFiBMdlUBASDSgIeW3HDjz0EAAIBHj0UWzezHVBRAVXDwhhdl2jmZlsL0yu1oABsLfHtWtc10F4h4KQv3JzYWWFsLBbHy5YgN9+M8+llvspahHqKisLo0ZxXQQAahQS9SgI+ev4cUyZcudDsRhOTsjK4q4g0l1BAUJCuLk1BaGBKAiJOhSE/JWcjKSkbkdmzMDBgxxVQ7q7fh1yOQerjCqZWRBytRJdb76+tD0v6Y2CkL/On0diYrcjkyfj2DGOqiHdFRQgOJizu5vTM0KpFCUlnLWde/D1pamEpDcKQp6qq8ONGwgK6nZwwgScOQOZjKOaiIrCQi5/t4tEEAjQ1sZZAXooLYWXF+ztua4DAODnRy1C0hsFIU+lpyM6GgJBt4NubvDyQnY2RzURFQUFEIu5LMBsekc5HFPUGz0jJOpQEPKUpn3PExJw5gzr1ZBeuG0RgoLQMH5+uHSJxl6THigIeUrTas5jx+LcOdarIb0UFfXsuGaZ2QRhYSGXT1N7sLfHgAG4epXrOgi/UBDylKZxdvHxOH+e9WpId52duHQJgYFc1mA242W4HVbUGz0mJL1QEPKRQqGx5y08HFVVaGpivSaiorQU3t4c7ylkNi3CoiKOn6b2QI8JSS8UhHxUWQlnZ/XbGgiFiIhAejrrNREVRUXcN3JcXFBfz3EN2tXVQSaDhwfXdaigFiHphYKQj/p+qhIbi7Q0FqshvRQWct/IMY+u0eJi7r9SPVAQkl4oCPmosLCvgRixsdQi5BgfevvMo0VYUsLxo9TeKAhJLxSEfFRc3FcQxsRQEHKMD12j5tEipCAk5oCCkI9KSvoKwtBQVFaiuZnFgkh3nM+dgLm0CC9eREAA10V05+OD6mpIpVzXQXiEgpCP+v4z2toaYWG0DQVnmprQ1IRhwzguwzxGjZaW8i4IbWwwZAiqqriug/AIBSHvyOWoqICfX1/nREcjI4Otgkh3yuZgj9Xv2Gc2Qejvz3URvVDvKOmOgpB3qqvh5gaRqK9zKAg5xIcHhDCLIGxtRWMjhg7luo5eKAhJdxSEvKPL39BRUbhwgZVqSC98mDsBs3hGWFoKPz/u2869URCS7igIeaesTEu/KICICOTn0/N+bvBk7UxnZ96PGtXlW5kT/v64eJHrIgiPUBDyTnk5fH21nOPoiBEjkJ/PRj2kB54Eoa0trK3R0sJ1HX3gcxBSi5CooCDknUuX4OOj/TR6TMgJhQLFxbwIQvC/d1SXv+k44eeH0lKuiyA8okcQVldXnz17trKyssfxq1evnj59+vr164wWZrl0/O1Bjwk5UVUFZ2cMGMB1HQD4P16Gty1CT0+0tODmTa7rIHyhaxBOnjw5Ojr6pZdeio6OXrJkiUwmUx7ftGlTWFjYW2+9FRISsm3bNpPVaUF0bxHS+jLs49WeQnxvEer4rcw+gQC+vtQ7SrroGoRvvPHG5cuXk5OTCwsLDx8+/NtvvwFobm5+4YUX9uzZc+TIka1btz733HMSicSU1fZ/MhlqajB8uPYzY2KQkUFbbbOtoIDjjelV8b1FyNuuUQD+/tQ7SrroGoTTp08XCoUA3Nzc/P39a2trAfzxxx/e3t5jx45VnmBnZ3fixAnT1WoJrlyBqytsbbWf6eYGFxca+8Y2noyUUeJ1i7CpCZ2dcHPjug4NKAiJCmt935Campqbmztr1iwAlZWVfirPAHx9fSsqKjS9US6XHz58uOtDf39/fx4uOcG1igqMGKHryTExSEvj3ZrG/VtBAebO5bqI23jdIuRtv6iSvz+KirgugvCFfkFYVVX1wAMPrFu3zsfHB0Bra6utSuNFJBK1traqfaNCoZBKpf/85z+7jsydO3f58uUG1cwBiUQiEAhsdWmpGaew0Nrb27q5uV2XkyMibM+cwezZHYbdq729XSgU2tjYGPZ2fmpra7O1tVX2XphCbq7jiBGtzc2sdkkrFIrOzs7mXuusOzraXr2K5mYDvwFMyrqw0GbYsDbNa8O3tLQoFAoBR9Ptrb28bPbu7aM8w7S0tHD1GZmOuX9SIpHI2lpL0ukRhJcvX546derTTz/9xBNPKI94enreuHGj64Tr1697enqqfa8yRY4ePar77XjFxsaGnSCsq4OvL5ycnHQ5eexY/PvfcHIysCpra+v+F4RCodB0QdjYiJYWiMWOLP9aEAgENjY2vb8rhgxBebnh3wCmde0a/P37/k52dHTk7DdseDjKy3X8QdOdQqFg/Jqc65efVA+6PiOsra2dPn360qVLX3rppa6DcXFxaWlpylZgQ0NDXl7e6NGjTVKmxaio0GmkjFJ8PNLTIZebsiCiIi8PoaE8WjKM712juvfys8/PD5cu4fbod2LhdA3Cu+66q6Ojw9raeu3atWvXrj158iSAiIiIxMTEZcuWHThwYMmSJbNnz6bHfkaqrtZjfx9XV7i50ZMO9uTnIzSU6yJU8HqwjF6Pu9knEsHDgzZjIkq6BuHs2bPnz59ff1tbW5vy+C+//CIWi7/55pvY2NgffvjBZHVaiqoq/Ta6i4/H2bMmq4Z0l5eHsDCui1DB9yDk82AZAAEBNOqaKOn6jPDdd99Ve3zgwIHvvfcec/VYuspKPbpGAYwdi7Nn8eijpqqHqMrNxeTJXBehwtmZ30Go17cy+wIDUVKCKVO4roNwj9Ya5RGpFNevQ8N4I/USEnD6tMkK6i0lBf/9L6qrWbwlj+TmIjyc6yJUuLjw9RmhVIraWnh5cV1Hn6hFSG6jIOSRy5cxeDD0GvAYHY3ycraaBb//jrlzkZWFuDiUlLBySx5pbERDA796+/jbNVpdjcGDoW3MOscoCMltFIQ8ou8DQgDW1hgzBqdOmaYgVc3NePJJ/PorNm7EG29g2TJLW94tJwdhYTwaMgrAyQmdneDjsoaVlbweKaOk7BolhIKQVwwIQgCTJuH4ceaL6WnDBkyYgLFjAeCvf4VEgl27TH9XHsnMRGQk10X0wtMZFPo+6+YEtQjJbRSEPFJTY8hTlSlTcOSICarp4euv8eyzt/4tEOCNN7BunenvyiM5ORg5kusienF1hcqaFrxhFkE4aBDs7XHlCtd1EO5REPKIYS3C+HhUVuLyZRMU1OXCBUgkSEy8c2TuXFy6hJwcU96VXy5c4GOLkKePCc0iCEGNQnILBSGPGNYiFAoxdSoOHDBBQV127cL8+d2ejwmFWLoUFjNzVC5HTg5GjeK6jl4oCI1CjwkJAApCXqmuhre3IW+cOxc7dzJdjap9+zB7ds+Dixdj+3YLGTJTUgJ3dzg7c11HLy4ufO0aNaBzg30UhAQABSGv1NQYGIRz5uDPP7UMmqiqws2bBpXV2Ij8/G79okojR8LeHmlpBl3UzKSnIzqa6yLUcXXlZYuwqopahMSMUBDySHW1gVOQBwzAjBn46Sf1r2ZmIi4Oo0fDxwcff6z/1f/8EwkJ6jcLnjsXv/+u/xXNT1oaYmO5LkIdPnaNtrejqQmDB3Ndhw4oCAkACkL+aGiAjQ0cHQ18+4oVWL9eTT/loUOYMQPPPovLl3HhAj7/HNu26XnpU6eQlKT+pdmzsW+fAdWanbQ08HNjFT6OGlX+QcerGZeaBAaiuJjrIgj3KAj5wrCRMl2mTIGtLXbs6Hbw0CE88gh27MDSpRAIMGIEfvoJL7wA/bYjPX361vTB3saORWkprl41uGyzIJcjLQ1xcVzXoQ4fW4TmMlIGgJsbhELU1nJdB+EYBSFfGBmEAgH+9S+sWoW6ultHdu26lYLjxt05LTYWEyfiyy91vq5MhowMjBmj/lVra0ycCLPdb1lHeXnw9ISLC9d1qMPHFqFh04C4Qo1CQkHIH0YGIYApU7BsGSZOxDffYPlyPPss9u7tloJKq1bhiy903s43Px/e3hg4UOMJ06axMp+fS2fOICGB6yI0oCA0VlAQPSYkFIR8YXwQAlizBv/3f0hNRUAAsrLUP9aKi4OTE5KTdbtiaqqWUSKTJ+PYMQNKNSOnT6sZM8sTfOwaNa8gpBYhoSDkj8uXmdm1ZsECfPUV3nijr0lvyhmAOrlwQcu8gdBQtLSgslKvIs1LcrLG0UKcoxahsYKCKAgJBSFfMNIi1NF992H3bt2mwmtdalogwIQJOHmSodI06OzEwYOcLAtZXY3GRn5tTK9K2SLk16oGFITE3FAQ8kVNDYYOZelewcGwtUVeng4D3HXZc2H8eNMGoVyOefPw2muIjUVFhQlvpM7Ro5g4kb9zAWxtIRIZulSCiZhdENIzQotHQcgXbLYIAcyYgSNHtG0BXF0NOzt4eGg5bdw40+6IuHkz6uuRkoKnn8aLL5rwRuocOoRp01i+p3741Tva0YGGBvOYTa/k4gI7O9qDwsJREPKCQoErV9hrEQKYOhUnTmj739dx56FRo1BRYaoxGwoF/vUvvPcehEK88AJOnkRpqUlupI5cfmtFAj5zdb0zZ4Z71dUYOhRWZvWLhXpHLZ5Zfb/2XzduwNERIhF7dxw/HqdPC2SyPk/KzUV4uPZrWVsjLg7nzjFUWndnz0Iux+TJAODggMWL8b//meRG6qSlwdUVfn6s3dAQbm58ahEavHI8h4KCUFTEdRGESxSEvMDmA0IlDw94eiI3t89nX3l5uo4SSUjAmTOMFNbTtm1YvPjOhw880HP5HFP67TfMncva3QzEr65R83pAqCQWU4vQwlEQ8gJTcyf0MmaM/MyZPoMwPx+hoTpda+xYnD3LSFU97dnTLYvGjMHly6zN1vjlF8yfz86tDMevrlFzDEJqEVo8CkJeYL9FCGDMGPm5cwwFYXw8UlKYH8VfVISOjm774QqFmDKFnUXdUlMhl/N0rW1V/OoaNdMgpBahZaMg5AVOWoSjR8tTUzUH4dWrsLKCu7tO1xo8GC4uzP9ZfeQIpk7teZCttWy+/RZLl7JwH2NRi9BYQUEoLdV51UHSD1EQ8gInLcKwMEV1taCpScPLhYUIDtbjcnFxSElhoi4Vx49jypSeB5OSTDtbAwBw8ya2bcNjj5n6Pgxwc+NTEJrjYBlHR7i49O/VkUjfKAh54fJlDoJQKMTIkYqMDA0v8yEI1S5uFhqK69dNvXXOpk2YOtU82jb8CkJzbBECEIvpMaEloyDkBU6CEEBUlOYgLCqCWKzHtRgPwrIyAGrmLlhZmSR0VUgk+PBDvPyy6e7AJB4FoUyGa9e4+VY2EgWhZaMg5AVOnhGi7yAsLtYvCGNikJ0NqZSJugAAZ89q3BB49GikpTF2o16++AJRUWYwTEaJR4NlrlyBuzusrbmuQ38UhJaNgpB7CgVnLcLISEVmpobXiosRFKTHtZycMGIEcnOZqAsAcO6cxg2BY2ORmsrYjbq7cQPvv4/33zfR5ZnHoxahmfaLgoLQ0lEQcq++Hvb2rC4r0yUsTFFcjI6OXi/IZCgtRWCgfpdjNp9SUhAfr/6lqChcuMDYjbp780088IBOK+rwhIsLmpqgZZEgdlAQEvNEQcg9rvpFAYhE8PVFQUGvF6qq4O4Oe3v9Lhcby1iPpVSKrCzExKh/1d8fDQ2mWN00JQW//YZ332X8wiZkZYVBg/jRO2qOQ0aV/PxQUwOJhOs6CDcoCLnHydyJLhERyM7udbSkRO/mIICYGKSnM1EUkJeH4cMxYID6VwUCREQgK4uZe90ml+Ppp7F2bV97GvOTuzs/ekfNt0VoY4MRI3DxItd1EG5QEHKPwxYhgJEjkZPT66hhQRgdjexsdHYyUFZ6usbmoJL6uo3y7bcQifDII8xelQ1ubrh+nesiYM5BCOodtWgUhNzjvEWoJlAuXkRAgN7XUo6Xyc9noKwLFxAV1dcJI0cyOTAHaG3F6tX46CP+7sHbB760CM23axQUhBaNgpB73LYIw8PVBUppqSFBCOZ6Ry9cQHR0XycwHYRffIGEBLOZMtEDtQiNIZFg/360eFv8HhTZ2bj/fvznP8wvGsx7FITc47ZF6OeHq1fR0tL9qGEtQjAUhAoFMjMRGdnXOaGhyMsz9ka3SST46CO89RZT12MbL1qECgVqasyuRdjRgalT8dZbWL5W3JFdyHU53Kmrw8yZGDcOP/6Izz7juhq2URByj9sWoVAIsbjXwNHSUvj7G3I5RoKwvBxOTlrW+x4yBAoFUwutbd+O8PBuu1yYF160CGtrMWAAN9OAjPDJJ3B2RkoK4h8Rt2VacNfov/6FuXPx/PPYsgVr1uDmTa4LYhUFIfe4bRECCAvr/lyvthY2NgYOnYyORlaWsQv5Z2VpaQ4qhYYy8zwS+PJLPPMMI1fihocHD4LQDPtFOzvx0Uf44AMIBFj5f17WkpbSjEaui+JCezs2bsSrrwJAcDCmTsX333NdE6soCLl35QrHQdgzUAxuDgJwdoaHh7HPWrT2iyoFBzMShPn5uHQJd99t/JU44+5u6kXIdWCGI2UOHEBgIEaOBABHJ0G9h/iPTy2yUfj774iNhY/PrQ+XL8cPP3BaENsoCDl24wZEIr1nrjNLTRD2Xupad9HR0LiAqW6ysnTqpgwORiEDD3W2bMGDD0IoNP5KnHF3pxahIX76CQ89dOdDhyjxxf0WGYQ7d+L+++98OGUKysstal8qCkKO1dRw+YBQKSSk+zNCY1qEAKKjjX1MqGMQhoQwEoTbt+PBB42/DJc8PHjQIjS3IJRKceAA5sy5c8Q1QTy8rYih7nbzIZXijz9wzz13jgiFmDULe/ZwVxPbKAg5xocgDAxEebnKPPiyMqOCMCbGqBZhayuqq3Va71ssNj4Is7PR0YHYWCMvwzFqERrg3Dn4+HT/6ROLx3kUHTzIWUncSEnBiBHw9Ox28K67YElfCApCjvEhCO3sMGwYSktvf1xWxmXXaG4uQkJ02srH3x/V1eqWDNfD7t24916znESvytkZra1GfiWMVllpXkF45AimTu1+SCwOlBcdPsxNPZw5dgzTpvU8OHUqTpwwdtSb+aAg5BgfghBAcLBK76iRXaOenrCzw6VLml5va+tzwm5mpq7zGGxsMGzYrf17DbV3b7c+ITMlEPBgBkVlJUaM4LQC/Zw8icmTux8SiwddLTp9SmExv/8BACdPYsKEngeHDMHgwYyvYshbFIQc40kQ3ulllEpx+TKGDzfqcpofE65eDTc3hIRoXs0qJ+fWMD5dGLcsVkMDcnLU/BIwR4MH49o17m5vbrPppVKcP4/ExO5HBw0SODlGuNVYzO9/QC7H2bMYN07NS+PH488/WS+IGxSEHONJEN4Zd1JZCU9P2NgYdTkNjwl//hnbtqGiAi++iPnzNazOreNIGaWgIGOmahw7hsRE2NkZfAEe4Xi8TF0dRCI4OHBXgX4yM+Hrq26ubHDw3YFFZ85wUBI38vMxZAjc3NS8NHYszp5lvSBuUBByjCdBeGcmgpEPCJXUPSaUSvHKK/jmG7i7Y8UKDBuGjRvVvTc7GxERut4oMBAlJQaXefQopkwx+N38wnEQVlUZ24vArvPnMWaMuhfE4kS3Qov5/Q+cO6dx++uEBApCwhKezEK+0zVaXg5fX2Mvp26htV9/hZ8fkpJuffjmm+pW9718GQJBzwFsfTCuRXj8eP8JwsGDOQ3CykqzC8K4OHUviMXBgqLz59muhzMpKRq+EEBICGprTbH9NQ9REHJJLkdtrR6/9k3H0xOdnairY6hF6OMDiQSXL6se27gRTz5558OkJNjZ4eTJ7m/Uq18URrUI6+pQVaVlrycz4uHB6TNCcxsympamYc5McLD7jaLy8l7L0PdXfWz8aWWF6GikpbFbEDcoCLl07RpcXIx9HseU4GAUFTEUhOjZKLx6FampuPfebqcsWYKtW7u/KytLj35RAD4+uHIFEokBBSYnIyHBvBeUUUVdo7pra8PFixqGZInFguKikSNx4QLbVXFAKkVOTl/7ncXGUhASk6uu5sUDQqVbvaOMdI2i54/Qb79h1qyeOxMsXIjffus+VUnH5ba7WFtj+HDDZlCcPt1r0KA543jUqFl1jWZlISREwyApf39UVo4e1WERQVhQgOHD4eio8YSoKGOXSzRSezu2bcPWrWhuNul9KAi5xJMHhEq3ZiKUlZkiCPfs6baWlZK/P9zdkZqqckjfrlEAAQG4eNGAAs+coSBkjlkFYV+LutvaYtiwJK9SiwjCzEwtzwaiorhsGl+9itGj8e23+OknhIXh3DnT3YqCkEu8mnklFqO8UIIbN5ipKTa2q2tUIsHJk7jrLjVn3X039u+//YFEgpIShIXpd6PAQAOCsLMTGRkah8uZIwpC3Wn5/S8WRzsWWUQQau2ACQlBZaWgtZWtglQoFHj4Ydx3Hw4cwK5d+OIL3Huv6fppKQi5xLeu0ebcSxg2DFZMfFf4+aG9HVeuADhzBqGhcHFRc9a0abizolVeHvz99d7ZNSDAgPEy2dnw9cWAAfq+j7+4DEK5HDU1ZjRYRku/g1js11mUnw+ZjL2SuKH1kby1NUJCrDhZhvyXX1Bfj9Wrb304eza++grz5vUYgscUCkIu8aprNCgIgvIyhS8TI2WUYmOV/Z5Hj/Za1PG2pCRcuIBbf3HquA1hDwZ1jWqcRma2Bg1CZyfa2ri497VrGDTIjBYmyMnp8/d/cLBdeaGnpzEzVM2ELnN2R42y4mShnX/8A++9120w27x5WLECDz4IqZTxu1EQcolXQejkhFD78hYPX8auGBeHlBQAJ05g0iT1pzg4IDoatxbyyMgwZDaDQUGYmorRo/W+Fc9x1iisqDCjftHKSjg4qF9K5RaxGEVFERH9faHN+no0N2tfHjYiwio3l5WCVJw8CalUzdOUv/8dAwbg5ZcZvyEFIZf4tnFN5MCyK/bMtQjj43H+vESC9PS+hqWMH397NuGFC32N5NbE3x+XLunbjdUvg9DTE1evcnHjigozWm5b+1q2YjGKisLDzSMI5XKUlxvURsrNRViY6sYrnZ0oL++1xsXIkUL2u0a//RZPPKFmUxgrK2zejKtXGd8Wg4KQS7xqEQIIsikvlfsydrn4eKSkpKYogoP7GqE9bhxOnwbkcu1j2NQSieDhgaoq3d/R1obiYv3mK5qFIUMoCLXLzUV4eJ9neHujuTnav5H9hpC+qqoQG4vERAQFdR99rYucHNUvxJ9/ws8PiYlISOj+XTRypFVeHiPV6qq9Hbt2YfFi9a86O2PLFmbGMaigIOTMzZuQydQt+8udYZ1luS2+jF1uyBA4OeXvLlG7tH2XhAScPw9ZYQlcXPrssdLM31+v3tGsLAQHM/pIq60NX32FDRvQ3s7cRfU2ZIhycBLrzGrIqPYgFAgQFBRpX8Ty7399yWSYPx/334+aGnz0EebM6WPrM3Xy8rqaxoWFWLAA336LmhpMn45Fi1TahV5ekEpZXazh0CGMGsXyglsUhJzhW78oAJfG8pTrzHWNAkhIaDl6buzYvk5xdYWXF2r2pBu+T7yejwnTjbiVGm1tmDIF+/Zhxw5Mn85hFlLXqC7y8nSYoSMW+0iKSks1bJDCDxs2YMAAvPEGAMybh+efx4oV+rw/Lw+hoQAUCjz+OFavxvTpALBmDSQSbNly50R5aCjYbB3v2YO5c9m7HQAKQg7xLghbWmw7ms9fGsLkNRMSnPPPJCRoOWvMGDQcNuKpnZ5BmJFhyLNIjd55Bz4+2LULe/fCy+vWbyb21dYOH9REQdg3hQIFBToEYXCwTWnhiBHGrOhuWjIZ1q7FP/9558iLL6KmBnv26HyJ/HxlEG7dCqkUTz1167CVFf7xD/zzn3cahawGoUKBvXsxezZLt7uNgpAzvAvC8nL4+FTXCAxauVO9a4GJoyWntK5UEx8PUdZ5w+e3BwSgtFT305kMwupqbNqETz4BAIEA69dj82Zj9go20FtvITj4sdU+wed+YPvWACoq4OPDwX31V1UFJycMGqTtPLEYRUVhYeBkBp0u9u3DkCHdpgBZW+O99/DWW71Gu6jV2IjmZgwbJpPhnXewdm23gSlTp0IoxPHjtz6Uh4SAtW7iiR7aOgAAIABJREFUvDzY2kIsZul2t1EQcoZ36/WXlQn8/Xx8mJw+dbot2h+laGrq+7T4GKnXtQuG91fq84xQKkVent7ruGm0fj2WLMHgwbc+dHPD3/6GtWsZurpuvvsOO3eiuDjrm3MPZb6q/6gJ47S24ubNO18BfrvdCtImOBiFhaGh/A3CH37AE0/0PDhnDgQC7N2rw/vz8xESAoFg2zZ4eamZ3bR8OX64/TeVLDiYvSA8fPhWFy27KAg5w7v1+svL4et7a8VRhpxLt7k6fDS0bfg9yiqnAiPa7bT+oa6BPi3CwkIt6wzrQSrFpk3dNpcC8PTT2LmTvcEFTU147TX8+CPc3AbFiT9wWYvnn2fp1krKP+h6j3TnJV2DUCxGcXFoiIKfQdjcjEOHsGBBz+MCAV55Bf/+tw6XKChASAiAdevwyitqXl+0CLt23drWhdUW4bFjGlffMCUKQs7wrmu0rAx+fne2qmdCaiqkY8f32nWwJ9u0M4UuCZmZht7G1RUCAa5f1+XcCxcMWb5GvSNH4OOD4OBuB11ccN99+O47hu6hzfr1mDFD+Sl5euLrlodRV4c//2Tp7gAuXTKXflEABQW6BeHAgRg4MNKtip9BuH8/EhPVDzhfuBCXLumwJGd+PkJDT5yARIK771bzuqcnRo7E0aMAoFDuVqrbz5dR5HL8+ScmTjT5jXqhIOQM78acl5XB15fBIFQokJ4O9wUT7zxt0CQ5uTE80agFdXVuFOq70VNffv0VixapOf7YYywFoVSKzz/HSy8pP3JyggxCyRN/xZdfsnF3JbMKQmWPoE6CgwNlhUVFjE/dZsDu3T239uxibY1nnsF//6vtEgUFCAn5+GM895zGxvy996oMvQkNRUGBYdXqITsbHh4Ywuh4Pd1QEHKGj0HIaIuwtBROTnCeNRbZ2Vq2E0tOtp2SpLKPr/50Hjhq2IKmasjl+P13zJun5qVx49Dezsb+Nfv3Y8QI1QeeQ4eiauLD2LdP63NZxphVEN7uEdRBcLB9RaGrKyorTVuSvuRyHDyIWbM0nrB8Ofbu1TajtKCgyink1CksWaLxlFmzVHaGYed5aXIykpJMfhd1KAi50dQEuZxfs+lRVgZ//1v71DMhLQ0xMYC9PUaP7qtRWFoKqdR/ptioHUD1CUJmRsqkpcHdHX7qpl0KBFi0CD/9xMRt+vS//+HRR1UPDB2K6lYXTJiA3383+d2VmNrJ2fTq69HervN+L8HBKCoKCWGjIaSXrCy4uPT1t4eLCx58EF98ofkSHR2orPx4d8Djj8PBQeNZ4eHo6Lg9dI6dIDx9Gn2vvmEyFITc4F1z8MYNCARwcRk8GAoFM48D0tJujwOdMQOHDmk879gxTJoUEYGCAnR0GHoz3TZjqq1FRwdDX/kDBzBzpsZX778fv/zCxG00a27GwYM9hkx4eaGmBpg/Hzt3mvbuXcynRVhQ0PN5bl/EYhQW8jAIjxzBlClazvnb3/DVV5q3IikpkQ8b8d2PNs88o+U606bhyBEAbAUhd5tl6xeE7e3tzb36uJqbm/Py8lo52bzRbPFuCnJZWVfjJjiYmR/+9HTExAAAZs3Cvn0azzt0CNOmOTjAz8+IsWm6tQi17r+mh8OHMW2axlejo6FQICuLoZups3cvEhPh6qp6bOhQ1NQAs2fj6FEj/qzQh/m0CPULwuBgFBYy9bPAoOPHMXmylnPEYowdq/k5dUFBqU3wrFnaB+tNnowTJwCwEoRXrqCpif0ZhEq6BuGPP/4YERHh5OT04IMPqh7fvn27j4/PkiVLfHx89uixqoGlu3SJZ0FYWtoVhCEhDDwmVI6UuRWEo0aho0P9D5JMhsOHlfutREbC8IGjugWhLvuv6aS1FenpGD++r3PmzcNvvzFxMw127sT8+T2OeXnh8mXA3R0hIUhONuHdlSQS1Nbya+V4zQoLdX5ACMDPD1evhvm1MTiI2nhyOU6dwoQJ2s989VX861/q/xbqzCk8eCn4tde0X2TChNtB6OOD69fR0qJfuXo5fx7x8VzNw9E1CIODg9evX//WW2+pHmxra3vyySd//vnntLS0jRs3rly5spPPa/PxCR9bhP7+yn8y0h106RLs7W8vnCsQYN487Nih5rzkZPj6Kp/bREUZMb7E2xuNjVp/ULOzGXpAeOYMIiO1zEacNw+7djFxM3U6O3HwIO65p8fhWy1CADNm4OBBU929S0UFhg3rtnsqj+nXIhQK4e8fZlPMqxZhdjaGDNFp9YKEBISEYMMGNS8V/l4oDAvWsvI4AMDPDwIBysqsYGUFsdi0reNz5zjcLFvXIBw9evT48eOdnJxUD/7xxx/u7u5TpkwBMGfOHIVCcVLbjDGixLsgLC3tCkJGekF6LmP2wAPqB4/8+mtXs8aoIBQI4OentVHIWNfoiRPaZzslJqKiwlSDDv/8E2Jx7xX6vb1RXQ0AmD799uMdUzKfflEAhYX6BCGA4ODB9YU3b6Kx0VQl6Ss5WY/RJO+/j3ffxY0b3Q5euQJJVuHsVbp+IZKScPasEABCQkzbO5qSYvgii0YzarDMpUuXAgMDlf8WCAT+/v6XNG8EolAo0lRc4WbDGL7g3QiD7l2jxn/Dp6d3D8LERLS29pzoK5Vi+/auqXiRkcY9U9PWOyqTIT9f26asOtJlnLdQiFmzsHs3E/frZd8+tROh7wRhfDyKikz+K1zl0TLPKXedvf3rSjchIYLCArGYySUmjHTmjB5BGBWFRYugOiJGocCKFQgTFg6bqmsQJibi3DkhYOLHhAoFUlMRF2eq62tjbcybW1pa7FR2dXNwcLh586baMxUKRUdHx1/+8peuIwsXLnzuueeMuTubJBKJQCCwtbVl6oLl5Y7u7q3Nzbqsj2sq7e3tQqHQxsYGgENJSbunp7y5GcDgwbhyxam2ttne3vCLp6SIHn1U2tx8Z+ds2yVLBJ98Ivn8864j1rt22QQGtg0Zopxl6OAAOzvH/PzW4cMN+bLY+fgo8vKak5JsbW2F6jrrioutBg8WAa19z2nUrrPTMSWlNTJSoe1C1tOn22ze3LZ0qXH3g0Kh6OzsVB2n5rBvX/uXX8p7FTBoEGpqnJRn2o8e3XnokLSPoa1Gsy0shLd3h0Ff0JaWFoVCIWDrmVBxsdXQoSKpVI//fWtfX+sjRwICpJmZ0rAwnfaAb2lpMelndPq0wwsvtDc36zrJ/+9/x4wZDi++KH3nnQ65HK+9Zie7fF1kj2Z7ey1Te2+LjLT6+mvb5uZmaz8/659/bjf2h0c9q5IS0cCBrSKRjlXpRSQSWVtrSTqjgnDw4MH19fVdH964ccNTw26KAoHAzs4u3agp01yysbFhMAg7O1FbC7HYUdv/jmlZW1vfCkKpFDU1DmFhuP0JBgaiqsrJmC0asrIwdqx1t670Z59FcLDNu+/e6RT+9FO8/LJqf3tUFIqLHXVaBKu30FBcuODk5KQpCC9eRGQkenTvGyItDX5+jrrMR5s7F8884yQQGLm2qUAgsLGxuVN5ZSWuX3dISuq9T7eTE+zs0NHh5OoKTJokPH8eCxcac2stqqsxd66toV9SR0dH1oKwshKhoXr+70dF4auvIuZaX7pkreP7FAoFA99gGtTWoqEBMTEOun/NnJxw8CAWL7YdNcpWJkNkJLatKRH8I1T3IseORXm5AnASRUfjn/801WeXl4f4eNN96bQyqms0JiYmPT1dIpEAuHnzZm5ubjST+7z1W1VV8PQEtynYTWUlhgyBSswb2Qty+TI6Onr1/bq54Zln8MILtz788Ud0dOC++1RPMWrgaGBg31MJc3IYekB4+jT63mu4y8CBiIvD4cNM3FXFwYOYPr13Cird6R0dP97ki46q9KjznH5DRpWCg1FUFCxW8KRr9Nw5xMXpPazSwwOHD+PAARw9ij174FRdqNcUBVtbjBwpT0sDAgNRXm6qrYpTjdiOlAm6BmFxcfHXX3999uzZioqKr7/++sSJEwBiYmIiIyOffPLJ06dP/+Uvf5k8ebKYo1kg5oV3IwxKSxEQoHogLMyo5eYzMm5PnOjhtddQUYEnn8SGDXjhBWzc2OO3uUmDkLG5E2fP6hqEAO65R5/NUnXzxx/KCSdqeXujqgoAEB+P7GzN06qZoDLGiucMCcKBAzFgQIRLFU8Gjp43YsvOkBAEBQEwYMgQYmNl584BdnYYPpzJTdpUpaYavgsbE3QNwhs3bqSlpbm6uo4dOzYtLa1rUMyOHTucnJzefvttLy+vLVu2mKzOfoV3QXjxYo8gDA83akvqOzMIexCJcOgQRCIcOIA9e3pvj2vUeJkRI3DtGtrbNb3OWBDqNc77nnuwd69um6XqRibD0aN97Nk2fPjtIHRwQHi4CbcnbGxER4e57ESo/+9/AEBIiH9nYWkpZDLmS9IXM8Mq9f9CjB4tT0kBYLLxMnI5LlzQ8CuDJbp2z40ZM2aMuh9+Dw+PTz/9lNGS+j/eDbUzQRCq3ZUBAJyd8fHHmt4oFqOmBs3NMORhgVAIX1+rsjK1i2q3tqKm5vYfxca4fh11dXr8KgkMhLMzkyPiUlPh5YWhQzW9PmzY7SAEkJiIM2e0TPw32MWL5tIchF7LbasKCbErKxgyZFp5eY8fEQ6kpTHRfajfbEoAiI6WrVkDAAgLM0kQFhXBwwMuLsxfWWe01igH+N8iDAxEdTUMXjXvziqjehIKERqK7GwD74ugIIGGrpucHAQHMzHzOyUFo0drej6n3pw5TC6BfehQ31t4dwvChAScPcvYrXvo9W3DW3V1kMkMaruGhiI/nw8rjpaXw86uj79/dNPRgcpKPSeRwN9f3tiI2logNNQkO/Qa/PuCOXwNwj171G+c3C/wrkVYUtLjN5q1NcRiA7/na2vR1GT4b0ijHhNqDkLG+kUNeFAzdy6Tswm1BeHw4SqT+CkIARjSCrotJAT5+XxYcZSZsLh4EcOHQ8/R7wIBYmKQmmr02AFNND5KYQ9fg9Dbu69lms0cv0YYKBRqf6NFRBjYMktPR2ys4UsGmigIGVtTxoBOzoQEXLmCsjIG7n7zJi5c6HtRm+HDUVFx+wPlyN07HzOqpETftgVXDBkpo3S7Rcj5wFFmhlUWFsKgyUmxsUhLA0JCUFzM/FbF1CLUKCICFRVoaOC6Dua1taG+XudN0Vhw9Srs7TFoUI/DBgehkT+xRo2XEYutNAchM6uMpqToHYRWVrj3XmYW4D52DGPGoM+VDkaMQGWlyuicMWNw7hwDt+7NfILQwAeEALy90dY20rue8xZhaioTrSZDvxC3gtDRER4ezPxJ14UHI2XA3yC0tkZMDG6NVepXSkvh46PfMybT0vDrbNQoAwPJyIHQo0YhO9vQPzrFYoGGbYWZWW67ogJWVoZstjB/vvo1x/XV9yaIAABHRzg4qOwoGR9PQWh4EAIICQlFPrdBqNzLhYFWk6F9xDExuLUaipHj6HorKYGLC9zcmLym/vjz+7gX0/0lyyl+9YsCKC5W++vM4C5KA5pMqpyd4eam427zvXh7C5qb0dTU43B1NaytMWSI4VXdYnBrd8oU5OXd3hjCCH3OIOwyYoRKb+iYMTh/3tj79tbSgvp67Tva/X975xkQxdX18f/SEeldEEFQpIOCYFcsERUbJhq7MUFNoiZPNGriGxM1JibGmhhjTGxEsaNgRVRUFJSiAopKEQWkiFTp7H0/jK4LLOzu7GzD+X3avXPLmS1zbjlFMZBIETo5GRU8aGhAcTGTIonFkyfQ1mbiB0z3g7C3R3k5ioqkcEyoAAeEUHRFKI0/sLxROAuDx48FRpqwsICqKp/9oWhQMWUktImln4aCw+E6OLRcFDK2L0rbC0JDA2PHSpqz/uFD1NdDhPQ5NjZ4G/3e2xt37qBBpFCZYpCejq5dFWlno1Vqa5GTI8Hs09kZ9+/LJkN7azCmLOgelnI48PJCYqIUVoStRt+QKQr8O+7du10qQoXbT3r8uDX3Ok9PJCWJ1xkVBUpCJMnHRAQlC7h7lzlFSPv8c/JkwYmoROfMGQQEiFLR1hZPnrx5o6cHa2vmjf1a/9koGo8fw84O6up02zs74/59aecgahtmlMXz59DQgJERvdavd0ddXJCSIrEofCQksIqwTaytoaIiLYM3+aFwK8JHj1p7onl5ia2Qbt1iILmmhIpQ4IpQkJO9uF1LdlAzbBgyMpCZSV+A06cxerQoFZsoQgA+Pswftz8UL2SlHHnwQIJ9UbSjFWFaGj2TUYrXitDZGY8eMbbBQP2nWEUohPa4KFSsFSGXi4yM1hRhr14QN19IbKycFSFX0Irwzh0mFGFWFjp0oB9RTE0NkycjJIRm87o6xMdj2DBR6jZXhNL4Hz16RNc1T9ZI9vwHunTBy5duXcrlqwgZSGcg2YygZ08kJQEdOqBTJ8YijmZlQUeHicNPSVFsRSiNmaxcqatDTo4CedNzcnOhrw9dXYFXvb3FC1TZ0ID4eAYUYZcuqKlBQQGdtqRFFJDqamRnS/YopJA8wtXs2di7l55FLCc7GwMHokMHUSqzK0J+7t+X7NtXUUGPHm6q96XhSi4KubngctG5s8QdPXgAZ2farbt3R2EhSksl8KxqiQJ4EFKwilCmZGbC2lrcwA7SpM15va0tamrw/LmonSUnw8YGBgYMyOXlJfbxJAXXwYHTNEZycjIcHSU4IuIhuUtzz57Q18elS3TaZmRg3DgR69rZNfX18vDAo0cMp6Gg76Mua+7fl+T5DwBwcbF8mVpcLI2sscJhbO9QshWhigrc3ZGUBLi5MXZMyCpCkaD25hiM3C9vWrHQlBucx4/b3uASa1MtJgZ9+zIgFfDGRI0GlJk5nx64cweenkzIxEhsj+Bg7NghditC8OyZ6IpQTw9aWigsfPNeUxPOzjRnFgLJz4eGhtx9v0ShsRHp6RJv4rq6cu6nOjrK55iQMUUo8Yzg9TGhqyu7IpQtxsYwNkYrLtLKiKIdrHCEzevF8saOiUG/fgxIBd6BBC1I09DASUlMKEKmXJqnT0d0tNgmYPX1MDODiYnoLezsmtrl9O7N5OaKRH55MiUjA5aWIu4ot46LC1JSXFykEmhTKMwowpISVFXRiQXBx2tFSDvWRjOo/xRTWVkkQ7EVIcQ/p1JsFO0BwhGmmf38cPOmqL1du8ZYwp+3kSxo0NTnNymJCUMDpuJfdOyI2bOxZYtYjTh1deJOoOztmypCHx8mw1O02GRLTcXy5fjtt5bBDOQMA/uiAFxdkZrq7MywB52IMOM7QZ2U0g4BDIA3PXVwQEEBA990RgZ0dWFqKmk/TKDwitDHh1WEUkSYQH5+iI9Hfb3wnh4/hooKY0FzunVDcTFevqTTln9F2NCAlBQmVoRU9iVG+OIL7N3LFwNNGC9eoL6eiOlzY2/f1LKPWcPRpuolLAz+/tDURFISevcW41BZBqSmihKBQBjW1qiq8rIplr0iLCpCZSUT5nVMfBBOTnj6FJXVqnBxYWB3lMEknRKj8IrQ27s92cvQTwcjDSorOS9fwsamjSr6+nBwEGlxduUKBg9mSjKoqEhwTMjn8/vgATp3bs0qVhwkDBzHj5UVPvgAv/wiav19+6ChIa61j4NDU0Xo6IjiYjG0b9vwPVXT0jBvHs6dww8/ICQEU6figw+Yz09AG2YUIYcDV1d3TjKzruSikJgIT08JF3IAgNRUyZfG6upwccHdu4CHB30PJx63brGKUGR69sTdu8wHiJIHRUUgRBF8Zl6j8ugR6d5daJSsQYMQHS28t6go+PszIxgF7SkQcXLCw4eU4SgzSb3BqCIEsHIl/v1XpJNCLhc7dhBNTXFHaK4IVVTg7c3YopBPvcyfj1Wr3m4+r1wJFRXs2sXMOJKTkgJXVyY6cne3KEp++VLWe7+MWZPcv8/EjAA9eyIhQQKrbn6Y/U9JhsIrQj09dO4sn0NqppHUn4lpOA8eEBE2agcPxuXLQupwubh0SURvb1Gh7zujowNLSypuNzPPkYYG3L3LpHlbp074/HMsWSK85qlTMDKCmpq4Izg44PHjpkV+fswcExYUoLGRypUeEYGSEsyb9/aiigo2b8YPP6CqioGhJKS+HhkZDB1GuLlxku85OzMcX0wojClChmYEr/MxSa4IGxpw5w5jxw0So/CKEO3HXoaZc3vm4Ny/T0QQaPBg3LiB2tq26iQkwMyM4VQEEjmRvvH5ZeZoLyUFNjZMbLDysXw57tzBqVNt1SEEa9di+XIa3VtYoK6u6SErU+lckpN5OY5//BHffQdV1SbXvbzg64t//2VgKAl59Ag2NtDSYqIvd3fcvcugK7mIMJN9qagItbUSmoxSeHu/MRxNS0NdHf2OkpNha8vwf0oClEERthe3+pQURjYnGEPlwQNRBDIwgLMzrl9vq47IUTDFwM4OtbV0Mxe5uSE5ua4OKSlMmIzeuoXevSXupSlaWti9G/Pnt3WHoaFQURHdfbAZ3bs3XRRS6Vwk98pNSaEU4Y0bKC7GhAkCqixZgq1b5X9SeO8eT2VLjJsb7t93c26U5YqwuBilpUxEZGRsgxguLsjKwiuuNuztJZoUMBKMkTmUQRG2lxXhmweIosC5f5+Itlc7ahROn26rwqlTGDuWGan4oZ9T1s0N9+4lJ8PeHjo6EsshDUUIoF8/LFqEiRMFbyMWF2PpUmzeTNtSwtGxqQuuqSmMjBjwCX+Ty2P7dnz6qeAj5r590bEjoqIkHUpC+NauEqOrC0tLX6PHjHjQiQiVmIEBSxnmPgh1dbi64s4dWpGI+bl5E35+jIjECMqgCL288OABamrkLYekJCczNS1jgooKzosXRDS77HHjcPJkq1czMvD8uVR+1X5+iI2l1dLDA3fuMDbpjIuT1ux12TK4uCAwsLkNRn09pk7FtGmShOppEXUV6NNHDLfQ1rh7Fx4eL1/i9GnMmtVqreBg/POPpENJCGN5KCk8PFzq79y7J7tQV4zEMgKA5GQGP4jXCxMJN+pu3kSfPkyJJDnKoAi1tODoSDNdusLw9Cm0tBTEeRQAkJLC7dFDxMSq7u5QUWl1/nf4MCZObH5QxAj0n9sODnjxIvlaKQP6q7wc2dmMPlD54HDw999wcUHv3m9jkObmYswY6Ohg3TpJ+haQOahvX9y4IUmfqKvDw4dwcQkNRUAADA1brThlCs6fR2mpRKNJCGN5KCk8PXUz7+royC41HGPOq0zuEb8x55bEM7WgAMXFCmU6qAyKEO0hHxMzKfEYJDmZiLM+/fBDHDggoJwQ7NuH6dMZk4uf3r2RlETrSF5FBW5u5dfuMjDpvHULXl407DZFRUUFW7di3Tp89hlsbeHpCTc39O2Lw4clnFwIyCXbty9iYiTpE6mpsLNDhw7792PmzLYqGhhg6FAcPSrRaJJQXIyKCtjaMtejpycSExnxoBMRZvwLGhuRmsqsIoyPB9zdkZ6OV6/odBETgz59RJyFywYFEqUtlF8RMpMSj0Hu3RNLEc6ciZAQAbaj0dFQVZXWJoeuLrp1o3kSUeXo1bU0kYFJ540bstjDmTgRDx4gMhK7dyMnB6tWSa56u3VDdnbTr8zNDQUFKCqi32liInr2zMhAVpZwb5mpUxEaSn8oCaH+cQwcsPHo2RNJSYx40IlCXh7q65lQ5I8fw9KSQftMJyc8f47SKg14eNC03rh+Hf37MyUPI7CKUEYoRh5mPu7e5YozSXRwgKcnDh5sXr5pExYuZFKuZvTrR3MNk9ah51DDRAaegzdvMpZTQyjdusHLS+IQ0a/R0ICdXdMsxSoq8PMTYgHcNomJ8PY+dAiTJgnX1KNGITGRLwmGbGEs6wiPTp2gotK38zPZrAgZi7vC9BxcVRU9e+L2bcDPj+ZOO6sIaeLk9HpbWWlRLEVICJKTiZjnJ8uW4aefmsQdvXULSUltWUxIzqBBuHqVTsOoMm/3+gRJh+dyERurUKf6YuHq2iJO9IABEinC27fh43P4MKZMEV5XSwsBATh+nP5oksBM1pFm9OrVkyRIYiwpOnFxDJkqMxN1vgmvXVLp7bSXlyMtTSpm2BKgJIpQRQU+PjJbFKanIyeHyQ6LilBeDjHDJkuTjAwYGJA2TB0EMWQIunfHzz+/fltTg/nzsW4dQw7LrUA9t2l4pB2972xQmSNpRKyUFJibK5KNk3gIyBxHe2YBoLYW9+8/1vF88ULURXJQkNwUoVSmnr16WeQlVlRItLssIoyZKktPEfbvj5s3xf5zXr8OHx+IHzVQqiiJIoSYCYHokpyMnj0xdCh69cLw4Xj2jJluKesvwdt0SUn4+2/6zyZ60P1v7NiBnTuxeTNSUzFpEhwdpWUmw8PcHBYWYp/KlJYiLV1NxcsDCZItChVvD0csBGSO8/HBw4coK6PTXWIievQ4HK4dFCSqocPIkbh1CyUldEaThMpKZGdLIZCTtzfi4yXKESYajY1ISGBo1SSFGYGvL2JjQczMYWoqtlv9pUuSRCVOTcXOncx7sLCK8C1372L4cHzxBbKzkZuLYcPQvz+ePGGgZ8EO2fX1+PhjjB+PuDgsWICAAJqPJxrQVYRWVrhyBRcvYuJEeHhg3z7GJROAv/9bzwIRuXoVfn7g+PnS9UPk62jgQIl6kCsCFKGGBnx9aU68YmPh53fsGIKCRG3RoQP8/RERQWc0SbhzB25u4mbsEAEfH8THyyA1XHIyrKza8k4RlSdPoKkJCwsGZOKjUyfo6CA9XeSQ/PxIEJ5/1SoMH46sLHqt20KpFOHt21RKAWlQXo6gIGzZ8tooXE0Ny5bhf//DuHGorpa085s3Be1yzJmDwkI8eIBdu3D3Lrp2xZgxEoXvEx0JkjLY2yMiAg8f4scfpfCgEcSwYbh4UbwmFy/C318Sh/w3KLkitLVFRUWL5Ev+/sLDqAskJqbQvk9eHvr1E6PR+PEIC6MzmiQw5oreDEtLaGoOssmSdsxHxtzNGQva3ZzXCxO8isFHAAAgAElEQVRxZ6kFBXj6lJ4V0OrVOHMG9+7hp58YNQYGoEyK0NgYlpbSi/2+YgX8/TF5cpPCxYvh5IRvv5WoZy4Xt261+Fnv3IkHD3D48GsTQTU1/P47TE3xzTcSDSYKhEjtOSEVBg/GzZviTUcuXsTw4W8c8mlvo6SlQVOTUU80WcPhwNOzxcayvz8iI+l0d/162Iv+48eL5984ZgyiohiYTYqFFH/gvr4+3DhpmyvcuMGQqbLUkt++NuceMgRXr4qRJu/8efj703ANunwZf/+NiAiYmIjbVCSURxGCCXfgVrh7F8ePC06V+scfOHgQSUn0ZyDJybCwaPr9PX+OlSsREtLEzoTDwa5dOHhQ6jZBGRnQ1YWZmXRHYQ59ffTsKcYa5skTvHwJT0/AygodOjQNuCkOly8zmWtYTgg40PL2Rl6e2OHMHz2CltbuS11E3xelMDJCz56yjjvKmMllS3x9TdJjCZFufJmYGIYUodRy/r1+GJuZwc5OjIjAZ84gIEDcsWpqEByMnTulmMxVqRRh//5SUoTffIOVK2FgIOCSsTF+/BFffaVGe11x7VqL3bWVK/HRRwIiDBkZ4aefsHixdKMZSvEhIS2ERv3m5+xZzsiRb6w5JPEWuHgRQ4fSbKswCAgJqaqKYcNw4YJ4HV25UtV78OPHdOYGbceqZZziYrx4wVAawpb4+SE21lfi0+c2yMtDZSUT8nO5SEiQkiL08MCzZyguBkaOxJkzIrWpr8eFCxg1StyxtmyBuzsNBSoGyqYIr11jvNe4OKSm4pNPWq0wezZeveKcPEnzs7p8uakiTEtDRARWrBBce/p01NXhxAl6Y4mE9EJIS41x43DqlKjTg4gIzttUGDQO8ykaGxEd3T4VIYBRo0R9ePGIirqhOWTMGDoHw+PGITxcdlmZbt6Ej4/UAnh5eyMlZYBPjfQU4bVr6N+fiWOwBw9gagpjYwZkaoGaGvz8EBMDjBmD8HCR2ly5AicncS13Skvx229Yv56OkKKjVIqwWzc0NjJjx8nHzz/j66+hodFqBRUVrF3b8P33qjQsdbhcREc3NZJatw5ffAF9/VYHW70aP/wgxUWhbGKGMYqjI/T0RNozLivjxMZy3nvvzftBg2gahty+DWtrKg+7UtO1K6qq8Px509KRIxEZKYZlFpeLqKgd6cPE3RelsLWFhYUUl1DNkG5iA21tODsP078tYfTyNoiOZshCKzZWqqmOXruk+vrixQtkZAhvcPQoJk4Ud5TNmxEYyERSxjZRKkUIYOBAmhP8Vnj0CDdvYs4cIdWGD+eamCAkROz+ExJgacn3OM3Oxtmz+OyzttqMHg11dSG5y2nz6hXS0hQpyI2oBAXhyBHh1cLDVQYPJm9zEHbrBhWVpnHGROPsWYwcKXYrxYPDgYB9PHNzODmJ8Ve6fbvB1PLSQ6sRI2iKMW6c7GxHGbM0aY3+/Z1fXk9NFZxHUnKuXMGgQUx0JOUp76BBuHIFr3NHHzsmpHZ9PU6cwPvvizVERQW2b291+4xBlE0R0t7paoWtWzFvHrS1hddctaphzRoxzKMozp/H29UJgM2b8dFH0NMT0mz5csGmO5ITFwcvL+kGg5EOVARnodtrhw+rTZ7cdDFNw/0CNE/1FZM+fQSFhJwwQYygL6dPJ9uMHj2afjwQmTlR1NUhIUHKWx79+6vHXXd3p5s1uk3y81FQwFBwUCnPCHx88PgxSkpaz03Dz5kzcHKCjY1YQ+zaBX9/qS8HoXyKcPBgmjtdgigrw8GDmD9fpMoDBhBbW7FdyMPDMXr0mzfl5di3T6QY1RMmoKBAKgEErl3DgAHMdyt9evSAtbUQC4+cHCQmcgIDmyrC997DuXPiDZabi6ws8dzlFJgBAwSdrQcF4cQJUWd2J0/+WxQo5my+CZ6eqK+XnvfTWxIT4eAgfKopEQMG4MaNwQMapREPijIpYOCA88UL5OdLNRW4hgb69kV0NDBgAMrKhKSn+ucfzJ4tVv8NDdi6FV99JYmMoqJsitDREXV1yMxkpLO9ezFihBjHQKtXY+3aJlGn2yYvD5mZfHpn714MHw5ra+EtVVXxxRfYtEnUkUTnyhXl9RCfOxd//dVWhX/+waRJjc3X98OH49o18RzZTp7E6NFSzEEoW3r3RmoqKiublnbtCltbkdwa0tMbC16EZvdpsrchJhwOxo+XrhEYRXQ0Q/uKbWBqCiur0VZ3rlxhvm/GTJWvXUPfvlLJl82Hvz8uXgQ4HHz0EXbubLXekye4ebO5m7YwwsLQubOUjF6bo2yKkMOBvz8jTkmEYMcOIad1zejbF46O+OcfUesfO4YxY948TgnBH3/g889FbTx7Ni5fRna2GPIJpboaCQnKGzxz6lRcv97qLKi2Fjt3Yt68FhZNhoZiO7IdPYoJE2hKqXhoacHbW5AXyYwZ2L9fePvQ0OTuQYHjVCSMkzxxoiwUIWMHbG0zZEiv8ssJCcwHCoiMxPDhTHQkk6BIw4e/ic0QHIxDh1pNELRlC+bMETe/2NatWLxYUglFRNkUIYBhw2jGxWhKdDTU1MRWCqtX48cfRf31HzyIDz548+bSJWhpiTFex46YNQvbt4snX9vExMDdHR07MtmnDNHRwaef4qefBF/dvRs9e8LJSdAp4vjxwg/zeeTn486d9mEpw2PIEEGRsKZMwenTePmyrZaEYN++rcXTpk6VVIa+ffH8uUjWhbSpq8ONGzJShJoxlzw8GHZsvn8fqqpwdGSirytXZBAOwsMD5eXIygLMzfH++9i4UUClvDzs348vvxSr5zt3kJ2NceOYkVMoSqgIhw/HpUuSBx3dsQPz5ondyscHfn7Ytk14zYcP8eQJ3+Ruxw5RTyN5fPYZdu9m0jTt4kXhacUVmy++wMmTuH+/eXllJdauxapVrTSbOBHh4aJ6Cxw6hLFjldGeqA3ee0/Q8aqxMQIDsXt3Wy2vXq0lGhfKfIcMkVQGVVVMmICjRyXtpw1iY+HoyESsaqEMHoyYmJH+deKGJWibc+cYmoC9eIGsLClFGeWHw8HIkTh7FgDw7bf46y8Bm1jLl+OTT8T1RNq2DfPny+50QgkVYadOsLIS5CQsBoWFuHCBZgqhH3/Ehg3CE5L99RdmzXrzRebl4dIlTJsm3kh2dujbl47TRmucOwdJznkUAENDfP89goObT4RWrMDw4a2Hl7S2hqvrm/+rMPbseR15vR3h7Y2cHEFZNhcvxrZtbZ17b9t2vuuCadOYOWz64AORfGBoExkJ2g4e4mFkhB49JlrcOH+eyV4jImjEXRHEpUsYMEA2amTUqDfZRTp3xtKlmDOniQXWsWO4cQMrV4rVZ3ExTpxoK8gJ4yihIgQQECB2XIym7N6NiRNbdWpvm+7dMWOGENcWyj50wYI373ftwuTJ0NUVe7BFi7BtGzPO9bm5yMlRuuBqLVmwAHp6+Pzzt5/Krl04c0aYadGsWdizR3jvt2+jvLwdhBhthqoqRo4UlA6pVy84Orb6yTx8iGvXvkqeLdTRVkQGDEBeHh4/Zqa3lpw/z9ABmyiMHNkj+3xeHmNJvEtLkZDAkKUMYyeNwnnvPcTEvDHFWroUHTpg2jRUVADAsWP49FMcPoy3jr0isWsXxo2TVnxtwRCZUFVVpa2tzVh3V68SLy/arRsbSdeu5NYtMZrU1NTU1tby3paVkc6dSXR0q/XXriUzZrx509BAOncmd+/SEpYQd3cSGUmzLT9//kmmTeMvqK6urqurY6BnmVNWRgYNIoMHk99/J9Omka5dycOHry9VVVU1NDQIaFNRQYyMyLNnQrqeOZOsX8+wuBJj9LPR56c/l7CTI0fIyJGCLty6RaysSHm5gEuTJqXO+KlfPwlHbsKiReSHHwghpKKigsvlMtjz8+fE0JDI7hd94wZxd58+nezY8basXODHKBr//UfGjmVALkII6dz57V9CYoTe1HvvkaNH37ypqiLBwURfn9jaEicnEh8v7nANDaRLF5KQIL6gEqCcK8K+ffHsGe388ZGRMDSUyCpXTw9//ok5c1BaKuBqfj42b+Y7r4qIgI0N3N1pDrZ4MTN+FCdPyu7oWcro6eHiRcyZg5QU9OyJpCR07y6sTceOmD4df/zRVp2cHEREyHRHRoaMHImbNwUli/fxwciR+Prr5uWnTyMpaUX+YhpH6W0wdapw32t6nDmD4cNllCMTAHr3xvPnU/o+ZSqe+LFjNAKQCSI5GerqIvwlGGPiRL7YDNra+OsvZGQgKgqpqTTOKcPCYGMj8+BXstG3DK8ICSGzZ5Pff6fXdNw4smuXeE2arQgpFi8mo0aR+vomhVwuGTuWfPstX9GIEeS//2hJSgghpLqaWFiQ+/fp90AIKSkhenqkoqJpx8q6ImyDVleEhJCsLGJiQl6+bLXxggXk66+lJJgkMLIiJIS8/z7ZuVPQhdJS0q0b+fvvtyUPHxILi+z/rpmbk5oayUduQvfuJC6O+RXhuHES/c/oMGtWzW+/6+uTkpLXBbRXhJWVRF+fFBczIdW6dWThQiY6eo3QmyosJIaGpKqKmeH69+dbX8oK5VwRApgwQQyDeD6ysxETgw8/ZECEDRsAYOrUt94UhGDZMrx4ge++e1Pp4UPcuwd6sYoptLTw2WevB6PNiRMYNkx5HSeYwdYWQUFYt07w1bQ0HD0qYGHUjpgxo5XQSPr6OH0aa9di4ULExOCvvzB4MNav/+la/3nz6IdVa42ZM7F3L8N9VlbiyhW+KE6yYcIEzTMnhgxhIDBwWBj69YORERNSnTqFt+lXZIGpKby9BZ1Ai09cHHJzMX48A12Jh2z0LfMrwupqYmBA8vPFbbdiBfnyS7FHE7giJITU1JAZM0j37mTzZrJnD/H3J337khcv+GosWtR0eUiL4mKRzrfaYOjQlrOsd25FSAjJzydmZgLOaxsbyYABZNs2qcpGG6ZWhPX1pFMnkprayuXiYvLVV8TPj7z/PomLe/6cGBuTwkLJh23Os2dUz0yuCA8eJKNGMdWZyFRVEX394zuLeIevtFeEAQEMLWdzc4mxMbMnpaLc1J49zBxwTppEtmxhoB9xUVpFSAiZPl3cJ1dVFTEzI48fiz1Ua4qQIiqKzJ9Ppk0ju3c33SktKyPGxiQnR+zxWvLVV2TxYppts7OJiUnLHa53URESQvbvJz16NN8gXbqUDBtGGhulKhttmFKEhJBVq8iCBSLVXLyYzpRRREaPJjt2VDOoCMeOJXv3MtWZOEyeXLvtL0ND8vw5IXQVYW4uMTIir14xIc/WrWTmTCY6eosoN1VRQQwNaSxMmpCWRszMSGWlRJ3QQ2m3RkHn2D0kBL6+zMcy9/fHn38iJASzZzd13fn3XwwfDisrBsZYsgT79yMvj07bf/7BlCnM73ApKdOnIzAQ/v5ISwOAykosWoSzZxEaKrVcrgrEp5/i0CEUFAip9uQJ/vsPy5dLS4z587FrF2NmLS9e4OpVOQXFmzJF49jBiRNFilXXGrt34/33xQ1A1gqHDvGFs5IdHTsiKEhIbAah/PwzPvtMXFcLhpCNvpXKirC+nlhYkEePRKzO5RInJ3LpEp2h2l4RCqa+ntjakrg4OuMJZMkSUSfz/NTWEktLkpLS8so7uiKk2L6dmJqSbt2Ivj6ZMeOttYNCwuCKkBCyeDFZtEhInQkTyNq1TA0ogMZGYmvbGBfHzIpwyxYyfTojPYlPbS0xMUkMy+7WjXC5dFaEDQ3ExoYkJjIhTGYmMTVl3INExJuKjye2tkSUP59A0tOJiYnc/ojKPAVWU8OMGfj3XxGrh4ejQwdIHilKVA4fRpcuTDqwL1+Oo0fFzjF78CBcXeHiwpgY7YMFC5Cbi9OnkZWFfftgYCBvgWTHN9/g4EEBYep4HD2KBw+wZIkUZVBRwfz59Zs2cRjp7e+/8fHHjPQkPhoamDzZ695eXV2xk31RnDgBGxt4eTEhzP79mDJFhh4kTejVC1ZW9LNOrlqFRYvk90eUjb6VyoqQEJKWRiwsiGhrtT59yJEjNMcRe0XI5RJ3d3L2LM3xWmPDBjJ6tBj1GxpIjx7k4kWBF9/pFaFSweyKkBCyYwfx8RH8v8nIIObm4oWboMfz55UmJiQjQ9J+Ll8mzs6EUUcMMUlMJLa2+/c2Dh1KZ0Xo40PCwpgQo7GR2NpKwxFd9JsKCyPe3nSGiI8nlpbN3LtkijKvCAE4OsLZWRQ/iosXUVrKkL+qKJw6BXV15jMYLFqErCwxEovv3w8zM4aiNrG0H4KDYW2N4GBwm+bqyMtDQAC+/14WSeA6diRt5BIRnU2bsHAhOMysLWnh5QVz8yl6ZzIycOuWeCFZz55FdTVDzg7nz8PEROaO6E0YOxZ1dWL7URCCL7/E6tVyde+Sjb6V1oqQEBIWRnx9hdbq25ccOEB/EPFWhI2NxMODnDpFf7w2uH6dWFmRoiLhNcvKiJUViY1t7Tq7IlQWGF8REkIqK8ngwWTcuLdGzRERpHNn8uuvzI7TKhUVFcXFXBMTOlbcPJKTiaUlY67c9AkJIcOG/f03GTRIjN9eYyPx9CTHjjEkQ0AA2b2bob6aINYy99Qp4uYm3knh7t3Ex0fOJttKviIEEBiI0lJER7dRJTwclZXipkeWgEOHoKWFMWOk0nm/fpg+HXPmNJ/Mt2TpUoweDV9fqYjBouTo6OD8ebi6wtUV7u6wtsaKFfjnH+keDTbD0BBffikkfn3b/PAD/vc/aGszJxM93n8faWlzPJMKCzmiR1z75x907MiQsWtqKpKSMGUKE31JRGAgzMyEhDLkJzcXy5Zh5055m2zLRt9KcUVICPn3XzJ0aGsX6+uJszM5fVqiEcRYEdbUkK5dyZUrEo3XNnV1ZNAgsnRpW3UOHSL29qSsrI0q7IpQWZDGipBHVRW5c4dkZkqp+1ahQqxVVRFbWxIVRaeH2Fhibc2Q+53kbNpEJk06ffqVjU3bf7vX5OYSc3P6ofibM306WbeOob6aI+7BZ1oaMTUV6fS3oYEMGSJd+2QRUf4VIYDp05GdjcuXBV784w9YWzOU5UsUfvsNnp7STZKtro5jx3DmTKuJaKOisHAhjh2Dnp4UxWBpF2hrw8MDdnZyG33rVixY8DZOoYg0NmLhQvz4I0Pud5Izbx5u3BiklzhqFF/+tVZobMSMGfj8c/qh+JuQloYLF/DZZ0z0xQCOjli5EpMno6ZGSM2vvoKGhkRbAowhG30r3RUhISQ0lPTq1XKbOTeXmJqSBw8k7V7UFWFmJjExIVlZko4nCgUFpHdvMnEiyct7W9jQQLZsIebm5OpVoR2wK0JlQaorQnnBH3R72jTyuZj3t2EDGTJErsaiLfnzz4YhQ6qqiJcX+fnntiouWEDee4++y11zJkyQ6tEuDVNYLpdMm0YmTmyek4Cf778nrq6K4sHbLlaEAD74AFpaLX0K58/Hp5+iRw+ZyEAIgoPx9dewtZXFcGZmuHYNPXrAxQXvv481a7BwIbp3R1gYYmIwYIAsZGBhYYI//ngd20dEbt/GL7/gn3/kaizako8/5hQUaJ85Fh6Ov//GunUCMmo3NGDBAsTH4/BhqIpnYdoKUVG4exeff85EX4zB4eDff1Ffj7Fj8fJl86tVVfjkE5w4gYsXFcWDt70oQg4H27dj5Uo8f84r27ULOTn45htZyfD776isxJdfymo8QEMDP/6I9HSMHYvGRtjb48gRXLoEe3vZycDCIjH6+jh+HIsXt2309pqnTxEUhJ075bad2ypqajUbN+KLL6x0Sq9exalTGDUKSUmvLxKCy5fRpw9yc3HxIkOnFtXVWLAAW7ZAS4uJ7phEQwPHj8PFBa6u2LgRWVkgBE+fYvt2uLigrg7Xr8PcXN5S8pDNwlPqW6MU331HAgKo7ZI7d4ipqaRZ/HgI3xqNjydmZiQ9nZnxZAK7NaostPutUYrLl4mZGTlzpq1W6enE3p5s3Spd2WhTXl5OFi4kU6cSQurqyKZNpEsXYmNDevUiZmbE1ZXs38/odu6bsaQK7ZQaFElJZNYsYm1NANKpE/nwQ3L9OlOiMUb7UoR1daRfP7JuXX4+sbMjoaGMdSxEEeblkS5dmHMIkhGsIlQW3hFFSAi5cYN06kS++Uawa+ChQ8TCgvz1lyzEo0d5eTmpqiJubuTPP3mF6ekkPl6iLGqCOXKE2NnJ4JBNQkWoFKgJXzMqEerqOHyY29vvt13dZ88OkpHjYGkpRo9GcLAM49awsLRP+vRBUhIWLYKDA+bOhb8/OndGWRni4rBnD2prcfIkk+F7pYK2No4fx4ABsLfH8OGAdE4qEhLw2Wc4e1ZRDtmUnPalCIEi9U5f6J/a8WSkrk8HIEDq4xUXIyAAgwbJ8CiShaU9Y2aG0FCkpGD/fnz3HXJzoacHDw/83/9h1Ch5u12LiIMDjhxBUBCOHMHAgcz3f+8eAgOxa5d8A6q1J5TiZyUqKSno2xf2QZ66l05izhyEhEh3vEeP0K8fhg7Fxo3SHYiF5R3D1RXr1+PqVWRkICkJe/ZgzBgl0YIU/fsjNBTvv4+jRxnu+fJljBiBrVsRGMhwz+8wSvTLagsuF1u2wN8fP/yA1asBX19cuoTvv8eiRWJ76opISAgGDMCSJfjpJwUz4mZhYVEAhgzB+fP4+mt8+SUzT6GGBqxbh6lTcfAgJk1ioEOWNzCgCOvr63NychoaGiTvigaE4MwZeHsjLAw3bmDq1DcXnJ2RkIAXL+DhgfBwJodMTsZ772HDBkRGyi8NGgsLi8Lj6Yn4eBQWws0Nx44J8CsUnUuX0Ls3oqMRHy/DrKrvCpIqwjNnzlhZWQ0ePNjGxuZyK0HOpER2NjZuhKsrvvkGK1fi8mU4ODStoa+PAwewdSu++QZ+fggNRW0t/fG4XERFYeJEjBiBMWMQH89QfCQWFpb2i5ER/vsPO3Zg/Xq4ueGPP/DihRjNKyqwbx/69MGnn2LFCpw/Dysrqcn67iKRsUxtbe2cOXP+/fffMWPGhIaGzpkzJyMjQ5WJeAmxsdi0CW5usLWFuTk6doSKCioqUFiIp0+Rmoq4OJSXIzAQf/4p7DR65EiMGIGTJ7F9Oz7/HAEBGDEC/fqha1eRRMnLQ2ys2vnzKhERMDfHJ58gJERh4huysLAoA8OGYdgwXL6MXbvw7bdwdcXAgejZE46OsLGBvv7bmpWVePYMjx/jzh1cu4ZbtzB4MJYvR2CgUp2RKhkcIsFqPSIiYtGiRZmZmQC4XG6nTp1CQ0MHDx7csmZ1dbWxsXFVVZWIPVdU4NQppKbi6VMUFqKiAhwOdHRgYoLOneHkBB8fuLiIfzaXl4fwcERF4eZNVFbC0RF2djA3h6Hh29AM9fV4+RJFRXjyBA8fghD4+jYMGEBGj1Z3dRVzPIWmpqZGVVVVXV1d3oIwSXV1tYaGBiOzMcXBeL3xVLep20Ztk7cgTFJZWamjo8NpX+frFRUVurq6QirV1CAmBtev4+5dPHyInBxUVr7WhRUV0NSElRW6dYO7O/r0wZAhcs1XSwklwk0pORKtCLOyshwdHanXKioq9vb2WVlZAhUhAEIIpTIpjI2N9fnnQU3R1cW0aZKI1gqdOmHePMybBwDFxXj4ENnZyM9HaSlKSl7XUVODlRW8vGBjA0dHWFgAaKytbWf/WBYWFvmgpYWhQzF06NuSxkaUlwNAx45oXxNTZUEiRVheXq7NlxNTR0ennPo6W0AIqaurG8r33U+bNm3ZsmWSjC4pGhpwc4Obm5BqFRUAamtrORyOhoaGLASTFeyKUFkghNTX11dUVMhbECZ59eoVl8ttZ/PLyspKmi3V1ACgpkZ47iKZQ/+mFAMtLS2hTzmJFKGZmVlpaSnvbUlJiZmZmcCaHA5HU1MzKytLkuHkiIaGRvtThOrq6u1PEaqpqbU/RcjhcNTV1dvZ9hSHw2l/W6MA2tnXRNEub4ofiU5f3d3dk5KS6uvrAVRVVaWmprqzhpQsLCwsLEqFRIrQ19fX3t7+q6++un///uLFi319fV1cXJiSTKF49OhRenq6vKVgmJSUlKdPn8pbCoa5c+dOXl6evKVgmIaGhhrF2zGTkBs3bpSVlclbCoaJjo5+9eqVvKVgmEuXLtVK4nimDEhqjxsWFlZSUjJz5kwul3vo0CFGZFJAQkNDjxw5Im8pGGbv3r2nTp2StxQMs2PHjsjISHlLwTA1NTXtT7v/8ssvcXFx8paCYVavXp2cnCxvKRhm+fLlGRkZ8pZCukgadNva2nr//v2MiKLgSOJnorCwN6UstMubYmFREFgPTRYWFhaWdxpWEbKwsLCwvNNIFFlGdKqrq/X09FrztVd8MjIyVFRU7Ozs5C0Ikzx8+FBbW9vGxkbegjBJamqqoaFhp06d5C0Ik1y1u2pcYuxS2q4s0RITE21tbY2MjOQtCJPcvn3b0dFRT09P3oIwyc2bN93d3XV0dOQtCE0mTJjw6aeftl1HRooQwL59+5T38VRSUsLhcAzaVzLoFy9eaGpqtjMPoYKCAl1d3Q7tKxhsXl6ekZGRFi8KYLsgJyfH3Ny8nbmxPn36tFOnTmpq7Srh+ZMnT7p06aK8Hp92dnb29vZt15GdImRhYWFhYVFA2DNCFhYWFpZ3GlYRsrCwsLC807CKkIWFhYXlnYZVhCwsLCws7zSq33//vbxlUGhqa2tPnz4dHx9vbm7esUWGTC6Xm5KScvny5aSkJHV1dVNTU7kIKS719fXnzp2LjY01NjYWaOqdl5cXGRl5586dDh06KIuBe3V1dURERGJioqWlpUBTb0JIRkZGYmKiqamppqam7CUUhbq6ujNnzty6dcvMzKw1g95bt25duHCBEGJpaSlj8ejR2NgYGRkZExNjYGDQmul1Tk5OfHy8trZ2y3+ZYiL0pgoKCi5evJiQkKClpWVsbCx7CWlQVVUVHh6elJRkaWnZ0vS6sbHx3r17ly5dunfvnhLdlIjCMJEAABSvSURBVEgQltapqqrq1avX4MGDZ86caWxsfPfu3WYV0tLSnJ2dp0+fPmPGDGNj45UrV8pFTrGor68fOHBgnz59PvroIyMjo5iYmGYVzpw5Y2hoOH78+KlTp+rp6W3fvl0ucopFRUWFm5vbsGHDpk+fbmpq+uDBg2YVKisrDQwMjI2NORxOUlKSXIQUSk1NjZ+f34ABA2bPnm1kZBQfH9+yzqpVq7p06TJv3jxra+tff/1V9kKKC5fLHT16dK9evT7++GNjY+Pz58+3rOPh4aGrq6ulpXXgwAHZS0gDLpcbEBDQq1evuXPnGhsbR0ZGNqtw7do1AwODsWPHzpgxw8DA4JdffpGLnGJRVlbm7Ow8YsSIqVOnmpmZPXr0qFmF27dvu7m5zZgxY9q0aYaGhuvXr5eLnNKAVYRt8c8///j4+DQ0NBBCvv322/fff7+NyjExMRoaGrW1tbKSjibHjh3r0aMHJeeGDRuGDRvWrEJ+fn5FRQX1+sSJE/r6+lwuV9ZSism2bdv69+/f2NhICPnf//43c+bMZhUaGhqysrIIIZqamgqrCENCQjw8POrr6wkhq1evHjt2bLMKRUVF2tra1BPq7t27urq65eXlchBUHKKioqytrV+9ekUI2bVrl4+PT8s6mZmZjY2NXl5eyqIIIyMjO3fuTN3UX3/95evr26xCUVFRaWkp9ToqKkpTU1PxnwybNm0aMmQI9WdfuHDh3Llz26h87tw5pXgyiAh7RtgWEREREyZMoLK8Tpo0KSIigrTudllVVWVgYKD4vrQRERGBgYFUkuFJkyZFRUVVV1fzV+DfBLa0tGxoaOByuXIQVBwiIiKCgoJUVFTw5ptqVkFVVdXW1lYOkolDRETE+PHjqZ/QpEmTzpw509jYyF/h4sWLjo6O3bp1A+Du7m5hYXHlyhW5iCo6ERERAQEB1D5bUFDQ7du38/Pzm9Wxs7OjvjtlISIiYtSoUdRNTZo0KS4urrCwkL+CiYmJvr4+9drS0rKxsbHZV6mAUH8iynFe4J+In1evXlH7K7KSTroo049P9uTm5lpZWVGvraysqqurX7582bLapEmTBg0a9Mknn4SFhSn+/5n/pqhYP62l+CGErFmzZvbs2Yqf8L3ZN/Xy5ctm2l0paHYXDQ0NBQUF/BVycnKsra15b62srHJzc2Uqovjw35SBgYGOjo7iyywU/psyMjLS1tZu46ZWr1794Ycfamtry0o6mjT7+RUWFtbV1bWsNmrUqAEDBixbtuzYsWOyFVCKKPryRdpcu3Zt4cKFLcvPnj1LzeN4io1SBg0NDS0rL1q0qKSkZNeuXatWrTp37pzcdeGdO3dmz57dsvzQoUOOjo78N6WiosLhcATeFICvv/66sLAwNDRUeqKKTmRk5NKlS1uWX7582dDQUMRvSsEReheNjY38c3A1NTXFv03+m4KSyCyUZjelqqra2k2tWbMmJSXl6tWrshKNPs1+foQQgVtBS5YsKSsr2759+5o1a9qNLnzXFaGnp2dISEjLchMTEwCWlpa8HY+CgoLW7EIHDhwIICAggDJw6N27tzRFFk737t0F3lSXLl3Q9KaKioq4XK7AGLDfffddZGRkVFSUgljx+fr6Crwpyuq12Telq6urjDFUm92FioqKhYVFaxWoOoofv5df5urq6vLycsWXWSj8N/Xq1avKykqBN7Vhw4aQkJDo6GhDQ0PZCkiHZj+/1sLb+vv7Axg+fLihoWFaWlqPHj1kKqWUkPMZpWKzYcOGESNGUK83b97MsyspLS2tqalpVrmoqEhdXb2lvaKisWvXLl9fX+qUe+/evb169aLKy8rKqqurqde//PKLo6Pj8+fP5SalmKxevXrcuHHU659++ikwMJB6XVJS0uybUmRjmW3btg0aNIh6/eeffw4YMIB6zftqsrKyNDU1CwsLCSHPnj3T0tLKz8+Xk7CicvTo0R49elB2TGFhYd26daN+e+Xl5ZSxCQ8lMpY5fPiws7MzdVPHjx/v3r0776aqqqqoOlu2bLG1tX3y5Ik8BRWH7777btKkSdTr1atXT5w4kXpdUlLS0tInOzubw+Hk5ubKVESpwSrCtiguLraysgoODl63bp2BgUFUVBRV7u7u/ueffxJC9uzZM3369J9//vm7777r3r37Bx98oPhmVK9evXJwcJgxY8Yvv/xiYmJy/PhxqnzQoEE//fQTIeTUqVMAxo0bF/yGkpISuYosnPz8fHNz888++2zt2rX6+vrXr1+nyrt167Znzx7q9fLly4ODg1VVVYOCgoKDg8vKyuQnr2BKS0u7dOny0Ucf/fzzz0ZGRmfPnqXKfXx8Nm/eTL2eOXOmr6/v5s2be/bs+dlnn8lPWFGpq6tzc3MLCgr67bffLC0td+/eTZWPGzdu2bJl1OstW7YEBwebmJgMHTo0ODg4LS1NbuKKRl1dnaur66RJkzZs2GBpabl3716qPDAwcMWKFYSQK1eucDicgIAA3p9I8aeVubm5pqamixYtWr16tb6+fmxsLFVua2v733//EUJ+//33WbNmrV+/fuXKlXZ2dh9//LFc5WUSNvuEEPLz8/ft21dZWTlu3LhevXpRhcePH3dycnJyciouLg4PD09PT9fU1PTx8XnvvfeUwoyquLh4z549JSUlo0aN6tu3L1V4+vRpa2trDw+Phw8fRkdH89efNm2a4mcjy83N3b9/f3V19cSJEz08PKjCw4cPe3l5UWaWBw4cqKys5NWfPn26AmZrKiws3Lt3b3l5eWBgIG+P/eTJkw4ODi4uLgAaGxv/+++/+/fve3h4TJ48We4H0qJQVla2Z8+ewsLCYcOGDRkyhCqMjIw0MDDw8fEBcPbs2WfPnvHqjxkzRvG3T8vKynbv3l1UVDR8+HBeptULFy4YGRl5e3tnZWVFRkby1//ggw8UP4/bs2fPQkJCamtrg4KC3NzcqMJDhw55e3vb29sXFBRERERkZmZ26NDBz89v6NCh8pWWQVhFyMLCwsLyTqME00kWFhYWFhbpwSpCFhYWFpZ3GlYRsrCwsLC807CKkIWFhYXlnYZVhCwsLCws7zSsImRhYWFheadhFSGLclNWVrZ3796cnBx5C9IWz549o7wD5S2IrKmvrz9y5MiLFy/oNa+trT1y5IjASPcsLAzC+hGyKDf37993cXE5depUYGCgvGVplZMnT44fP/7BgwdKF5hx6NChWVlZ/CWampoPHjwQsfnWrVs3btz46NEjKu3X5MmTb9++3axOnz59/vvvvzYEcHJy+v3338UUnIVFDN71oNssyo6ZmdmaNWuUTsEoC0+fPiWEzJ07l1ciesbNysrK1atXr1u3jtKCAPLy8ioqKhYvXsxfre08kStXrhwxYsSXX35pb28vnugsLCLDKkIWpaGmpqa0tNTQ0FBTU5NXaGJisnLlypY1y8rKTExMWsukWF1dXVZWZmRkxHtGN6O8vFxVVZVGYLmioiI9PT1+CWlTWVlZWVlpamra8i7q6+tfvnypr68vMD9A21RVVZWWlraWW6AlNjY2LT9hUThw4MCrV68++OAD/kJjY2Oxehs8eLCNjc2OHTt+/fVXGjKwsIgCe0bIogTk5+dPmTLFwMDA0tJSX19/1qxZvKihjx8/trS05MV1bGxsXLJkiZGRkYWFBRXieeTIkdOmTeN1lZGRMWbMGD09PUtLSyMjo8WLF/Oyj4aHhxsZGV25cmXYsGH6+vp6enp9+vTJzs6mrvbv33/SpEn8UpWXl1taWq5duxZAbm5uYGCgjo6OmZmZjo6Oq6vrmTNnWrsde3v71atX85d07dqVvyQuLq5v376UkGZmZr/++ivvCCMzM3PEiBFaWloWFhba2tpOTk6pqakifowxMTGenp46OjpWVlYdO3Z0dXUVsSE99u3bN2zYMAkDbHI4nPHjx+/bt489xGGRHqwiZFF0Kisr/f394+PjQ0JCUlNTd+/efe7cualTp1JX6+vr8/Pza2pqqLdr1qzZtGnT0qVLk5OT9+7du379+lu3br169Yq6WlBQMHDgwJycnLCwsNTU1I0bN+7evXvRokXU1bq6upKSktmzZ/v7+8fFxe3fvz8tLe2LL76grgYGBoaFhT1//pwn2OHDh/Pz84OCggCUlZXZ2NicOHHiwYMHUVFRNjY2EydOfPjwocA7Ki0tra6ubq3k7t27Q4YM6dixY1RUVHJy8v/+978VK1Zs3bqVujpr1qz8/PzIyMiMjIybN2/Onj1bYPbUlnC53AkTJgA4d+5ccnLyhQsXZs6cKUpDAA18iKiQqqqqbt++3adPHxGHaIM+ffoUFhampKRI3hULi2DkmPmChUUUNm7cqKKiwp/o8dChQwCoEmo9dOrUKUJIbW2tnp7e1KlTeTUTExMB8FIVLlmyRFdXlz8hzqZNm9TU1IqLiwkhR48eBbBq1Sre1ZUrV6qpqdXX1xNCcnNzVVVVqcUZRf/+/f38/ATKXF1dbWho+OOPP1Jvw8LCeAITQoyMjJYvX85f39DQkFcyevTobt268XJDEkKCg4OtrKyo11paWr/88ovwT60FpaWlHA7n77//FquVg4NDsyfG+vXrRWl469YtAEeOHOEv7N+/f8tHEPWBZ2ZmDhkyRGBX9+7dA7B//36xJGdhER32jJBF0Tl//ryVlVVOTk4zH4mUlJRmNjLZ2dlUAiNeiZeXV+fOnfm7cnBwSElJ4S0vNDU1GxoaHjx40K9fP6okICCAV9/Z2bmhoSEvL8/GxqZTp04jRozYs2fPkiVLAGRlZcXExGzfvp1XubS0NDQ0NCMjg3KTUFVVTU9PF/dmGxoaoqKiRowYcf36dV6hkZFRbm7uy5cvjYyMvLy8NmzY8OrVq6CgIFdX19bSflVUVPC8NTQ0NExNTfX19b/66qv/+7//Ky4utrW1dXJycnd3F0UkJyen77//nveWl+KqbSiXCSMjo2bllpaWGzZs4C+h0v1wudyKigoAlZWVHTt25K9gbGwMgJc8nYWFcVhFyKLoFBQU5OfnN7O5MDQ0LC4ublYzPz8fgImJCX+hqakp73VhYWFpaWnbXRkaGvJeU6Y0vEPEWbNmTZkyJSEhoVevXnv27NHU1Jw8eTJ1KTY2duTIkYaGhkOGDDEyMlJTU1NXV6fhOFheXl5TUxMZGXnt2rVmQhYWFhoZGYWGhi5duvTXX3/94YcfqKzRK1asUFdXb9bPxo0bedrL29ubcloYNWrU+fPnV69ebW5u/sknn4ioCE1NTZt9YqJAGZc2NDQ0K6eW7AKblJWVffLJJ69evbp37154eLidnR1VXl9fD6DlPbKwMAWrCFkUHX19fScnp7t37wqtaWVlhTfqkMfz5895i0I9PT1PT89z587Rk2TcuHGGhoZ79+7t2bNnSEjI+PHjeVrz119/tbKySkhI4JliHjx4sLV+qO1W3tvGxkbeKaaOjo6qquq8efM2bdoksK2Njc2hQ4dqampiY2MPHDiwatUqTU3NZcuWNasWHBw8ZswYXp8AMjMzAwICFi9evGbNmtZsZRnE3NwcQMvJShsUFxdv2rSpY8eOv/766/79+7/77jteOQALCwtpyMnCAtZYhkXxGTRoUGpqqii2kTY2NqamptQJIsXVq1f5zVsGDRoUExOTl5dHTxItLa0pU6YcOHDgwoULmZmZs2bN4l3KyspydXXlacF79+7xp1xvhpWVVUZGBu/tzZs3eYtOTU1NPz+/8PDwZtY0LSUZPHjwzp07XVxcYmNjW1awtLTs9QZqAzk1NbW2tnbu3Lky0IIAnJ2ddXV1k5OTRW9iZ2dHbYp26tSJP5oMdUbYu3dvxoVkYaFgFSGLorNw4UILC4vx48efPXu2rKzsxYsX169fnz9/fsvIW2pqaitXroyIiJg7d+758+d37do1bdo0/pXEihUrVFVVx4wZEx0dXVlZmZ+fHxUVNXv2bNGFmTVrVnFx8fz58zt16jR8+HBeObXQjI6Orq2tjY2N/fDDDzt06NBaJyNGjDh9+vThw4eLioqioqIWLFjAv+/3448/ZmdnT5w4MSEhobq6mrJxpQ4mS0tL58+fHxMTU1paWltbGx4enpGR0atXL1Ek9/T0VFNTW758+ePHj7lcbmlp6blz5x49eiT6vYuFmprawIEDY2JimpVXVFQcakp4eDh1qbXzzhs3bjg4OHT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{} }, { "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Computing bands along kpath:\n", " Γ -> H -> N -> Γ -> P -> H and P -> N\n", "\rDiagonalising Hamiltonian kblocks: 3%|▌ | ETA: 0:00:03\u001b[K\rDiagonalising Hamiltonian kblocks: 10%|█▌ | ETA: 0:00:03\u001b[K\rDiagonalising Hamiltonian kblocks: 15%|██▍ | ETA: 0:00:02\u001b[K\rDiagonalising Hamiltonian kblocks: 19%|███▏ | ETA: 0:00:02\u001b[K\rDiagonalising Hamiltonian kblocks: 24%|███▉ | ETA: 0:00:02\u001b[K\rDiagonalising Hamiltonian kblocks: 29%|████▋ | ETA: 0:00:02\u001b[K\rDiagonalising Hamiltonian kblocks: 35%|█████▋ | ETA: 0:00:02\u001b[K\rDiagonalising Hamiltonian kblocks: 42%|██████▊ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 45%|███████▎ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 50%|████████ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 55%|████████▊ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 60%|█████████▌ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 65%|██████████▍ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 69%|███████████▏ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 74%|███████████▉ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 81%|████████████▉ | ETA: 0:00:00\u001b[K\rDiagonalising Hamiltonian kblocks: 84%|█████████████▍ | ETA: 0:00:00\u001b[K\rDiagonalising Hamiltonian kblocks: 89%|██████████████▎ | ETA: 0:00:00\u001b[K\rDiagonalising Hamiltonian kblocks: 94%|███████████████ | ETA: 0:00:00\u001b[K\rDiagonalising Hamiltonian kblocks: 98%|███████████████▊| ETA: 0:00:00\u001b[K\rDiagonalising Hamiltonian kblocks: 100%|████████████████| Time: 0:00:02\u001b[K\n" ] }, { "output_type": "execute_result", "data": { "text/plain": "Plot{Plots.GRBackend() n=98}", "image/png": 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