diff --git a/docs/notebooks/BoundingBox.ipynb b/docs/notebooks/BoundingBox.ipynb new file mode 100644 index 0000000..2f48d1d --- /dev/null +++ b/docs/notebooks/BoundingBox.ipynb @@ -0,0 +1,56 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "7408efd9", + "metadata": {}, + "outputs": [], + "source": [ + "import vampyr as vp\n", + "import numpy as np\n", + "epsilon = 1.0e-3\n", + "\n", + "D = 1\n", + "k = 5\n", + "N = -2\n", + "world = vp.BoundingBox(dim=1, scale=N)\n", + "mra = vp.MultiResolutionAnalysis(box=world, order=k)\n", + "\n", + "r0 = [0.8]\n", + "beta = 10.0\n", + "alpha = (beta / np.pi) ** (D / 2.0)\n", + "ffunc = vp.GaussFunc(alpha=alpha, beta=beta, position=r0)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0442bf58", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "vampyr (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 +} diff --git a/docs/notebooks/PCMSolvent.ipynb b/docs/notebooks/PCMSolvent.ipynb index adadf40..0c7d332 100644 --- a/docs/notebooks/PCMSolvent.ipynb +++ b/docs/notebooks/PCMSolvent.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 23, "id": "ea98d79d", "metadata": { "tags": [ @@ -47,13 +47,13 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 24, "id": "687f3715", "metadata": {}, "outputs": [], "source": [ "# Import necessary packages\n", - "from vampyr import vampyr3d as vp\n", + "import vampyr as vp\n", "import numpy as np\n", "from scipy.special import erf" ] @@ -109,7 +109,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 25, "id": "a74a3d77", "metadata": {}, "outputs": [], @@ -176,7 +176,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 26, "id": "7036a9eb", "metadata": {}, "outputs": [], @@ -253,7 +253,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 27, "id": "77a9524b", "metadata": {}, "outputs": [], @@ -307,7 +307,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 28, "id": "5996cb89", "metadata": {}, "outputs": [ @@ -336,7 +336,7 @@ "source": [ "k = 5\n", "L = [-10, 10]\n", - "MRA = vp.MultiResolutionAnalysis(order=k, box=L)\n", + "MRA = vp.MultiResolutionAnalysis(dim=3, order=k, box=L)\n", "print(MRA)" ] }, @@ -350,7 +350,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 29, "id": "898a27c8", "metadata": {}, "outputs": [], @@ -371,7 +371,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 30, "id": "980ddc95", "metadata": {}, "outputs": [], @@ -392,7 +392,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 31, "id": "84cee3c8", "metadata": {}, "outputs": [], @@ -415,7 +415,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 32, "id": "c04749f8", "metadata": {}, "outputs": [], @@ -434,7 +434,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 33, "id": "624ae35d", "metadata": {}, "outputs": [], @@ -453,7 +453,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 34, "id": "71337e6c", "metadata": {}, "outputs": [ @@ -470,7 +470,7 @@ "4 6.0252390e+00 1.8435902e-03 -2.6266231e-01 6.5638875e-05\n", "5 6.0254219e+00 1.8305719e-04 -2.6266876e-01 -6.4520209e-06\n", "6 6.0254060e+00 1.5950934e-05 -2.6266820e-01 5.5755347e-07\n", - "7 6.0254072e+00 1.2399247e-06 -2.6266825e-01 -4.3037920e-08\n" + "7 6.0254072e+00 1.2399247e-06 -2.6266825e-01 -4.3037921e-08\n" ] } ], @@ -518,17 +518,17 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 35, "id": "50f238b2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "-0.2626682475802428" + "-0.2626682475802452" ] }, - "execution_count": 13, + "execution_count": 35, "metadata": {}, "output_type": "execute_result" } @@ -540,7 +540,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3.11.4 ('MRPyCM-env')", + "display_name": "devv2_env (3.12.3)", "language": "python", "name": "python3" }, @@ -554,12 +554,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.4" - }, - "vscode": { - "interpreter": { - "hash": "487dd71aba060d73bfc278ebf788be90cc4e85b80399312c78d8b97665a3c999" - } + "version": "3.12.3" } }, "nbformat": 4, diff --git a/docs/notebooks/beryllium_atom.ipynb b/docs/notebooks/beryllium_atom.ipynb index d1ae00d..17da0ed 100644 --- a/docs/notebooks/beryllium_atom.ipynb +++ b/docs/notebooks/beryllium_atom.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": { "tags": [ "hide-cell" @@ -87,11 +87,11 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ - "from vampyr import vampyr3d as vp\n", + "import vampyr as vp\n", "import numpy as np\n", "import numpy.linalg as LA\n", "import matplotlib.pyplot as plt" @@ -99,9 +99,24 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "<>:36: SyntaxWarning: invalid escape sequence '\\s'\n", + "<>:86: SyntaxWarning: invalid escape sequence '\\s'\n", + "<>:36: SyntaxWarning: invalid escape sequence '\\s'\n", + "<>:86: SyntaxWarning: invalid escape sequence '\\s'\n", + "/tmp/ipykernel_1553354/3248586940.py:36: SyntaxWarning: invalid escape sequence '\\s'\n", + " K(phi) = \\sum_i P[phi * psi_i] * psi_i\n", + "/tmp/ipykernel_1553354/3248586940.py:86: SyntaxWarning: invalid escape sequence '\\s'\n", + " J(phi) = \\sum_i P[psi_i * psi_i] * phi\n" + ] + } + ], "source": [ "class HelmholtzOperator():\n", " \"\"\"\n", @@ -283,7 +298,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -437,7 +452,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -452,7 +467,7 @@ "# Define MRA basis and computational domain\n", "k = 5 # Polynomial order of MRA basis\n", "world = [-20, 20] # Computational domain [-L,L]^3 (a.u.)\n", - "MRA = vp.MultiResolutionAnalysis(order=k, box=world)\n", + "MRA = vp.MultiResolutionAnalysis(dim=3, order=k, box=world)\n", "\n", "# Setup guess for the orbitals and the Fock matrix\n", "Phi_n = starting_guess(mra=MRA, atom=mol[0], n_orbs=2, prec=precision)\n", @@ -464,22 +479,22 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "0 | E_tot: -12.158806160497663 | dPhi: 0.9554261103233852\n", - "1 | E_tot: -13.910545962062471 | dPhi: 0.6030032083595198\n", - "2 | E_tot: -14.425154911621195 | dPhi: 0.11248971009686566\n", - "3 | E_tot: -14.550559502300937 | dPhi: 0.056367744794410625\n", - "4 | E_tot: -14.573091352701868 | dPhi: 0.024464066721782796\n", - "5 | E_tot: -14.576656010668405 | dPhi: 0.009607118621517596\n", - "6 | E_tot: -14.577184437878596 | dPhi: 0.0036909439005734903\n", - "7 | E_tot: -14.577255599761454 | dPhi: 0.0017015854922230098\n", - "8 | E_tot: -14.577262672068981 | dPhi: 0.0009093846224262461\n" + "0 | E_tot: -12.158806160497662 | dPhi: 0.9554261103233839\n", + "1 | E_tot: -13.910545962062479 | dPhi: 0.6030032083595226\n", + "2 | E_tot: -14.425154911621192 | dPhi: 0.11248971009686642\n", + "3 | E_tot: -14.550559502300938 | dPhi: 0.05636774479441057\n", + "4 | E_tot: -14.573091352701868 | dPhi: 0.02446406672178261\n", + "5 | E_tot: -14.576656010668403 | dPhi: 0.009607118621517379\n", + "6 | E_tot: -14.577184437878591 | dPhi: 0.003690943900573473\n", + "7 | E_tot: -14.57725559976145 | dPhi: 0.0017015854922230302\n", + "8 | E_tot: -14.577262672068983 | dPhi: 0.0009093846224265751\n" ] } ], @@ -498,7 +513,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3.9.6 64-bit", + "display_name": "vampyr (3.13.11)", "language": "python", "name": "python3" }, @@ -512,14 +527,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.6" + "version": "3.13.11" }, - "orig_nbformat": 4, - "vscode": { - "interpreter": { - "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6" - } - } + "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 diff --git a/docs/notebooks/function_representations.ipynb b/docs/notebooks/function_representations.ipynb index d8efba5..d4d98ef 100644 --- a/docs/notebooks/function_representations.ipynb +++ b/docs/notebooks/function_representations.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": { "tags": [ "hide-cell" @@ -82,11 +82,11 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ - "from vampyr import vampyr1d as vp1\n", + "import vampyr as vp\n", "from vampyr import plotter\n", "from numpy import exp, arange\n", "\n", @@ -102,17 +102,17 @@ "\n", "# Make the MRA\n", "# Note: This can be done in 1 step, but in this case we need a bit more control.\n", - "b_box = vp1.BoundingBox(scale=0, corner=[0], nboxes=[1], scaling=[4.0])\n", - "mra = vp1.MultiResolutionAnalysis(box=b_box, order=3)\n", + "b_box = vp.BoundingBox(scale=0, corner=[0], nboxes=[1], scaling=[4.0])\n", + "mra = vp.MultiResolutionAnalysis(box=b_box, order=3)\n", "\n", "# Make the scaling projectors P^n_k\n", - "P0 = vp1.ScalingProjector(mra, 0) # P^0_k\n", - "P1 = vp1.ScalingProjector(mra, 1) # P^1_k\n", - "P2 = vp1.ScalingProjector(mra, 2) # P^2_k\n", - "P3 = vp1.ScalingProjector(mra, 3) # P^3_k\n", - "P4 = vp1.ScalingProjector(mra, 4) # P^4_k\n", - "P5 = vp1.ScalingProjector(mra, 5) # P^4_k\n", - "P6 = vp1.ScalingProjector(mra, 6) # P^4_k\n", + "P0 = vp.ScalingProjector(mra, 0) # P^0_k\n", + "P1 = vp.ScalingProjector(mra, 1) # P^1_k\n", + "P2 = vp.ScalingProjector(mra, 2) # P^2_k\n", + "P3 = vp.ScalingProjector(mra, 3) # P^3_k\n", + "P4 = vp.ScalingProjector(mra, 4) # P^4_k\n", + "P5 = vp.ScalingProjector(mra, 5) # P^4_k\n", + "P6 = vp.ScalingProjector(mra, 6) # P^4_k\n", "\n", "# Project f onto the basis\n", "f0 = P0(f) #f^0 = P^0_k[f]\n", @@ -126,12 +126,12 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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/i7/7u7/Dt7/9bYyPj2Pt2rV41ateFSa3Pec5z8EnP/lJXH/99bjtttsQBAG2b9/eMPntpJNOwn/+53/i8ssvx7Zt2xAEAc466yx861vfajgj6kiZy57iDAwM4O6778YnPvEJfO9738OXv/xl9PX14aSTTqqZS3W4x82F+++//4hcKM073/lOXHHFFSiVSshms9i1axde+9rX4rTTTsONN94YHrdmzRq8853vxNe+9jV89KMfrQnY+Jd/+RccffTReOlLX3rE+yCEkKXKj3/8YzzyyCMAZIDQd77zHTz++OP48Ic/jM7OTrz61a/GNddcg1e+8pV461vfiv379+O6667Dpk2baqpEPvGJT+CXv/wlXv3qV2P9+vXYv38/vvzlL+Ooo46qGf4e57HHHsPLXvYyvOlNb8KJJ54I27bx/e9/H4ODg3jzm9/ckudPSLMwxELqxieELCvGxsZwzDHH4HOf+xwuueSSOZ9fqVSwYcMGfPjDH8YHPvCBJuyQEEIWJ1//+texZcuWmtsymQw2b96M97znPXjPe94T9uLedNNN+MxnPoMdO3Zg48aN+Nu//Vs89dRTuOqqq8Iy+J/97Gf4h3/4B/zud7/D0NAQ+vv78eIXvxhXXXUVjjvuOAD1w3YPHjyIK6+8EnfccQd27twJ27axefNm/NVf/RXe+MY3tvYPQkjCUEQRQtrKZz/7Wdx888146KGHDisyN87111+Pq6++Go8//jjS6XSTdkgIIYQQUgtFFCGEEEIIIYTMAQZLEEIIIYQQQsgcoIgihBBCCCGEkDlAEUUIIYQQQgghc4AiihBCCCGEEELmAEUUIYQQQgghhMyBJTdsNwgC7NmzBx0dHeH8A0IIIa1BCIGJiQmsWbNmzpH1Sxm+NhFCSHto1uvSkhNRe/bswbp169q9DUIIWdbs3LkTRx11VLu3sWDgaxMhhLSXpF+XlpyI6ujoACD/UJ2dnW3eDSGELC/Gx8exbt268FpMJHxtIoSQ9tCs16UlJ6J0mURnZydfqAghpE2wZK0WvjYRQkh7Sfp1iQXrhBBCCCGEEDIHKKIIIYQQQgghZA5QRBFCCCGEEELIHKCIIoQQQgghhJA5QBFFCCGEEEIIIXOAIooQQgghhBBC5gBFFCGEEEIIIYTMgZaIqOuuuw4bNmxAJpPBWWedhbvvvvuwzrvllltgGAbOP//85m6QEEIIIYQQQg6TpouoW2+9FZdddhmuvPJK3HvvvTjllFNw3nnnYf/+/bOe99RTT+FDH/oQXvjCFzZ7i4QQQgghhBBy2DRdRF1zzTW49NJLsWXLFpx44om4/vrrkcvlcNNNN814ju/7uPDCC3HVVVfhmGOOafYWCSGEEEIIIeSwaaqIqlaruOeee3DuuedGD2iaOPfcc3HXXXfNeN4nPvEJrFy5EpdccskhH6NSqWB8fLzmixBCCCGEEEKaRVNF1NDQEHzfx8DAQM3tAwMD2LdvX8NzfvWrX+H//J//gxtvvPGwHmPbtm3o6uoKv9atWzfvfRNCCCGEEELITCyodL6JiQm8/e1vx4033oj+/v7DOufyyy/H2NhY+LVz584m75IQQgghhBCynLGbuXh/fz8sy8Lg4GDN7YODg1i1alXd8X/605/w1FNP4bWvfW14WxAEcqO2jUcffRTHHntszTnpdBrpdLoJuydLgV0jRewZLWN9Xw4DnZl2b4cQsswpuz46E1zvie//F4IA2HDuKUh1FRJb96GHfoBAVHHsMechm+1KbN3f//dNqAYVnLr5L5DLr0hs3Z0P/RGB72P1puORyuYSW5cQQmaiqSIqlUrh9NNPxx133BHGlAdBgDvuuANbt26tO37z5s344x//WHPbxz72MUxMTODaa69lqR45bHYOF/GR7/8R//n4EADAMIBXnrQKn3jdyVjRQdFNCGkPo8UqVvYlt97t/z6BwErhzcfvR98zkxNRO3ddDtuuoqd7E9aufXZi6/7lfddg1DTww55NOOaYlye27r/9w+cxNTKMt3/2H7ByAwOpCCHNp6kiCgAuu+wyXHzxxTjjjDNw5pln4otf/CKmpqawZcsWAMBFF12EtWvXYtu2bchkMjj55JNrzu/u7gaAutsJmYmH947jrTf+BiNFF5ZpYHVXBrtGSvjxA/tw/64x3Pqe5+KoHn5SSQhpPZ4vEl3PED4AQCRcnS+EoR4gSHRdSwgABtxEVwUCX/4dTMtKeGVCCGlM00XUBRdcgAMHDuCKK67Avn37cOqpp+K2224LwyZ27NgB01xQrVlkETM0WcE7v/47jBRdnLy2E9e99dlY35fHw3vH8b5v34vtQ1N459d/hx++/wXIpvhiSwhpLZ5IWkRJkRMYSYsouZ6BZPerr7p+oqsCgiKKENJimi6iAGDr1q0Ny/cA4M4775z13K9//evJb4gsWa78fw9i71gZx6zI49uXPBddOQcAcMLqTvzzpc/Fa/7xV3hscBLbfvwwPvE6upuEkNbiB8k5O0IImNqJSlxESSfKSNiJcpSI9I1El0UQKBFlUkQRQloDLSCyZPj5I/vxb/fvhWUa+Ic3nxYKKM2qrgyuedMpAIBv/eZpPLSHM8UIIa0l0XK+IGhKOZ8QIiaikvWMLCWivERXBQJfij06UYSQVkERRZYEQSDwuZ88CgB45/M34OS1jdOkXnT8Crz6WasRCODqf3+4lVskhBD4QXIiSvg+DOXAJFnOJ4RAEKj1jGTL+eymiSj5dzAsvq0hhLQGXm3IkuCnD+3Dw3vHUUjbeN85m2Y99sOv3AzbNPCrJ4Zw387R1myQEEIAuH6C5XGeF/ZEhUEQCRAEARD2RCXoRAU+LGgRlaw4YzkfIaTVUESRJcH1v3gSAPCO521ATz4167HrenN43alrAQBf/vkTTd8bIYRoEneitIhK8OU8CILmpPMFHmz19P0ERZQIAkA5XCznI4S0Cooosuh5YPcY7ts5CscycPHzNhzWOe89R84R+Y+HB7FntNTE3RFCSESSRpTwvKgnKsFyviAIEIROVNIiSgVLJLdq6EIBFFGEkNZBEUUWPd/+7dMAgFeevPqwB+luWtmB5x7Ti0AA//L7Xc3cHiGEhHgJOlGIiagkl/V9P1YemGQ5nxdGnCdZzhd4MRHFcj5CSIugiCKLmmLVww/v2wMAeNtZR8/p3Dc/Rx7////9zkRLbAghZCa8JCPOfR+mLudLMPVPlvPpYIkknSg/FiyR5H4jEWXQiSKEtAiKKLKouePh/ShWfRzdm8OZG3vndO4rT16FzoyN3aMl3L19uEk7JISQiER7ojw/cqKaJKKEaI4T5YvkxJlO5gMAk+l8hJAWwasNWdT86H7pQr32lNUwjLmlU2UcC688eRUA4N//uDfxvRFCyHTcJOdE+VE6X5CgOIsHS4ggwTDyWE+Ul6A4C0WUYbCcjxDSMiiiyKJlvOzi548eAAC85llrjmiN//HM1QCAHz+wjyV9hJCmk6TYkel8yolKsEyw1olKWESpH/0gQRHFeHNCSBugiCKLljseHkTVC7BpZQGbV3Uc0RrP39SPrqyDockKS/oIIU0n0Z6o2Jyo5Mv5lBOVpIjyXVjKiXIDN7FlhYo8ZDIfIaSVUESRRcvPHpEu1HknDcy5lE/jWCZeceIAADmwlxBCmomXaDmfDyNobk9UkKgTFQVL+E0o52M/FCGklfCKQxYlnh/gl49JEfXSzSvntZY+/xeqNJAQQpoFgyUkLOcjhCx2KKLIouS+naMYK7nozjk4dV3PvNZ6/nH9sE0DTw5NYcfBYkI7JISQetwEU+niwRKiWcESSfdEqW16CQZWaCeK8eaEkFZCEUUWJT9/dD8A4EXHrYBlHlkpn6Yz4+D09VKI3fnY/nnvjRBCZiLpYAmz6U5U0sESOp0veRHFnihCSCuhiCKLkjtV6d1LNq9IZL1znrGyZl1CCGkGSUacy3K+JgdLJBpx7ofBEkk6UUKFdbCcjxDSSiiiyKJjeKqKB/eMAwBeeFwyIurFx8t1fvPkQbh+guU2hBASw08wna92TtTiiDiPhu0yWIIQsrjhFYcsOu7efhAA8IyBDvQX0omsuXlVB7pzDopVH3/cPZbImoQQMh0v0WAJr3nBEkEzgiVcODqdL8FgCd+XQo/lfISQVkIRRRYdv3lSznM665jexNY0TQNnbpDr/fZJzosihDQHP0FNUpPO16RgiWQjziMnKtFyPh0swXI+QkgLoYgii47fPCmdqLM29iW67nOP6atZnxBCkiZRJ8pvohPVlHK+aE5UssESspTRohNFCGkhFFFkUTFarOLRwQkAwJkbk3OigMjZ+v1Tw/DYF0UIaQKJXlu8WMR5giLK9/3mRJz7LqymRJzLtRhxTghpJRRRZFFx9/ZhCAEcuyKPFR3J9ENpNq/qRGfGxlTVD4MrCCEkSXyRdE+UDpZYDE6UG0acJ9sTJdeyLDuxNQkh5FBQRJFFxW+3636oZEv5AMAyjdDd+u12lvQRQpIn2WAJH2bQ7HK+JIMlomG7SabzCQ7bJYS0AYoosqi45+kRAAhDIJLm9PVy3f/eMdqU9Qkhyxs/wXI+4blNcaJqyvmSnBPle7CUE+UGbnLLqnI+9kQRQloJRRRZNFQ8Hw+pMrtT13U35TH0uvftHG3K+oSQ5U2SThRqIs6TnRMVNKucrwlOVDgnymY5HyGkdVBEkUXDI3snUPUD9OQcrO/LNeUxnnVUF0wD2DtWxr6xclMegxCyfPESLLuLR5wnGSzR3Ihzlc6XaLCEElEm39IQQloHrzhk0aDdoVPWdcMwjKY8Rj5t4/iBDvV4I015DELI8iX5YbvNKedDM5woP+ZEJRgsodP56EQRQloJRRRZNGgR1axSPs1pR8v1/5slfYSQhPGDBCPOmzgnKmhKsERz50SZ7IkihLQQiiiyaIg7Uc3ktHU98vEYLkEISZjF4ETFy/mS7onSMqcZc6JMkyKKENI6KKLIomC0WMX2oSkAwKlHdTf1sU5VTtT9u8Y4dJcQkih+kiLK9WA2wYmS6XzNKudLfk5U4LGcjxDSeiiiyKLgD7vGAAAb+nLoyaea+libVhRQSNsouT6eODDZ1McihCwvvATL+YQfc6KaFCyRaMR54EPLnETL+dTflE4UIaSVUESRRcEfd40CAJ7VZBcKAEzTwImrOwEAD+4eb/rjEUKWD82KOBcJirP4sN1k0/lcWE11oiiiCCGtgyKKLAoe2ivFzMlrO1vyeCeuUSJqD0UUISQ5kqwQFp4PI2hOsIQImhEs4TXJiVIR5xbL+QghrYMiiiwK9JDdE1d3teTxTgpF1FhLHo8QsjxIss+ymRHnTQmW8CMnqilzoiy+pSGEtA5ecciCZ7Li4amDRQDACas7WvKYJ62RYu2hveMQIsHyG0LIsibRYAnPbVrEeVOCJQKvKXOifF3ORyeKENJCKKLIgucRVcq3qjODvkK6JY+5aWUBjmVgouxh10ipJY9JCFn6uAmKHfh+84MlkhZRSN6JEkqQWZwTRQhpIRRRZMGj+6F0n1IrSNkmjh+QrhdL+gghSZF0xHnoRCVezteEnijfhaWdqATX9T1dzkcRRQhpHRRRZMET9UO1TkQB8b4ohksQQpLBT7A8WHjNmRPVvHI+tylOVDhsl+V8hJAWQhFFFjxaxLTSiQKiviiKKELI7t278ba3vQ19fX3IZrN45jOfid///vdzXifRYInYnCiRoBMVL+cLkp4TpbaZaDqf+pvSiSKEtBJ+bEMWNK4f4NHBCQDtc6IeoogiZFkzMjKC5z//+XjJS16CH//4x1ixYgUef/xx9PT0zHmtJMv54nOiggTFWW05X7LpfNqJSnROVOhEUUQRQloHRRRZ0Dx5YApVL0A+ZeHo3lxLH/v4VbInat94GWMlF11Zp6WPTwhZGHz2s5/FunXrcPPNN4e3bdy48YjWchMciiu8xRcsoXuimhNxzrc0hJDWwXI+sqB5ZJ90gZ6xqgOmabT0sTszDlZ3ZQAAjys3jBCy/Ph//+//4YwzzsAb3/hGrFy5EqeddhpuvPHGWc+pVCoYHx+v+QIAP0GxUzMnqmk9UckO27V0T1Si5XycE0UIaT284pAFzRP7JwFIEdUOdELfY4OTbXl8Qkj7efLJJ/GVr3wFxx13HH7yk5/gve99L/7X//pf+MY3vjHjOdu2bUNXV1f4tW7dOgBNmBMVNDudL+FyPtHMcj46UYSQ1kERRRY0jykHaNPKdomoQs0+CCHLjyAI8OxnPxtXX301TjvtNLz73e/GpZdeiuuvv37Gcy6//HKMjY2FXzt37gQAeIn2RPlhT1SzgiWaNWy3KeV8NnuiCCGtgyKKLGgeV06UFjOtJnKiKKIIWa6sXr0aJ554Ys1tJ5xwAnbs2DHjOel0Gp2dnTVfAOAl2hMVRZwnWSYYBAGCJkecJzknKhRRJkUUIaR1UESRBUvF8/H0wSIA4Li2OVEs5yNkufP85z8fjz76aM1tjz32GNavXz/ntZIt54tFnCcoomQ5n3aikhy269UM2xUJzcwKy/lslvMRQloHRRRZsGwfmoIfCHRkbAx0ptuyh+OUAzY0WcHwVLUteyCEtJe//Mu/xG9+8xtcffXVeOKJJ/Cd73wHN9xwA97//vfPeS03OSOqZk5UkhHnQRAAsWCJpMROPFgCSC5cIpwTRSeKENJCKKLIgkW7P8etLMAwWpvMp8mlbKzrzar9sKSPkOXIc57zHHz/+9/HP//zP+Pkk0/GJz/5SXzxi1/EhRdeOOe1kgyAgBvNiRIiub6oIAgQBNHbg8RK+gIXTmyLSYVL+KETRRFFCGkd9L7JguUJJVp0SV27eMZAB3YOl/DY4ASee0xfW/dCCGkPr3nNa/Ca17xm3uv4gYAQIpEPhoQfBUsAQCAELMx/3XiwBKBFVAJz8qY7UQmFSwjVE2UxnY8Q0kJa4kRdd9112LBhAzKZDM466yzcfffdMx77ve99D2eccQa6u7uRz+dx6qmn4pvf/GYrtkkWGNqJ2rSyPaESmuMYLkEISZCkEvriPVFAcrOi4hHnQIJOVKwnCkguXMIPgyVYXEMIaR1Nv+LceuutuOyyy3DllVfi3nvvxSmnnILzzjsP+/fvb3h8b28vPvrRj+Kuu+7C/fffjy1btmDLli34yU9+0uytkgXG4/sXhhMVxZwzXIIQMn+SCpcQnlvjRCUVLlHvRCUULhG4iBfcJeVEBR6DJQghrafpIuqaa67BpZdeii1btuDEE0/E9ddfj1wuh5tuuqnh8eeccw5e//rX44QTTsCxxx6LD3zgA3jWs56FX/3qV83eKllAVL0AT+lkvjbFm2uOXSEf/8kDU23dByFkaeAmFQLh+U1xooIgAGJlgUFiPVEeDAC2IaVUYiJKxcabFnuiCCGto6kiqlqt4p577sG5554bPaBp4txzz8Vdd911yPOFELjjjjvw6KOP4kUvelHDYyqVCsbHx2u+yOInTOZL21jVmWnrXjb25wHIhL7xstvWvRBCFj/JOVHTyvkSWleWxxnQbdNJlvMBkYhKqpwvjDiniCKEtJCmiqihoSH4vo+BgYGa2wcGBrBv374ZzxsbG0OhUEAqlcKrX/1q/OM//iNe/vKXNzx227Zt6OrqCr/WrVuX6HMg7eEJNWT32DYm82k6Mg5WdsiIdbpRhJD54ibkGAlPOjuGeiVP1okCDCV2REKOEQL5IZSlNpxcOZ/qiWKwBCGkhSzILsyOjg7cd999+N3vfodPf/rTuOyyy3DnnXc2PPbyyy/H2NhY+LVz587WbpY0he1DUkQdsyLf5p1I9D6ePMC+KELI/Ehs4K7uBTLlB01JzYqqE1EJlvMBgKXmOSU2JyrQIopOFCGkdTT1Y5v+/n5YloXBwcGa2wcHB7Fq1aoZzzNNE5s2bQIAnHrqqXj44Yexbds2nHPOOXXHptNppNPtGcRKmsf2IdkPdUz/QhFRBfzmyWE6UYSQeeMFyYgdERNRPkTC5XyAYchY88SCJcJyPvnWI6k5UWGwBEUUIaSFNNWJSqVSOP3003HHHXeEtwVBgDvuuANnn332Ya8TBAEqlUoztkgWKNqJ2tjf3lAJjRZzTw7RiSKEzA8vqXI+He1taSeqSeV8CTtRtpl0sATL+QghrafpV5zLLrsMF198Mc444wyceeaZ+OIXv4ipqSls2bIFAHDRRRdh7dq12LZtGwDZ43TGGWfg2GOPRaVSwb//+7/jm9/8Jr7yla80e6tkAbF9SDo+GxeME6XL+ehEEULmRxJzooQQQDgfSYookZATFYmohIMlVE9U6EQlFSzhsZyPENJ6mi6iLrjgAhw4cABXXHEF9u3bh1NPPRW33XZbGDaxY8eOmgF5U1NTeN/73oddu3Yhm81i8+bN+Na3voULLrig2VslC4SRqSpGivLFdkN/rs27kRyjHLHtQ1MIAhG+aSGEkLmSSDmfGyWFGgk6UXJGlFxHi6jEIs59FSxhynUTc6KYzkcIaQMt8b63bt2KrVu3NrxvemDEpz71KXzqU59qwa7IQmX7Qen2rOrMIJdaGOUZR/Vk4VgGKl6APWMlHNWzMMQdIWTxkUQ5ny7lA5It5wtiAs80EyznCwIAcn9W0uV8KlDD4rBdQkgLWZDpfGR589QCK+UDANsysb6PJX2EkPmTRDqfDpUAANOSL+VJBEvERVQYLJFEAEQQOWe2KddNopxPBAGEmpVlmHxLQwhpHbzikAVH2A+1QOLNNWG4BGPOCSHzIIlyvloRlVzEuR93uMKeqASGjPsxEWUkV84X3y+dKEJIK6GIIguOJ5WIWijx5ppjVsi+KL0/Qgg5EhJJ59MiyjCa50SZWkQl4URFgsm2kguWqClrNNkTRQhpHRRRZMGx/cDCK+cDIlG3nSKKEDIPEknnUyLKsO2m9EQZhhFzopLoiYrWsFQ5nxvM3+Hy/ZgjZ1NEEUJaB0UUWVAIIRZcvLnm6D4ZJvH0wWKbd0IIWcwkIqK0A+M4UcR5giLKNM1k50RpEWWYsNS6SQzbDehEEULaBEUUWVAMjldQcn1YpoF1vQsrAW+9ElG7R0twE+g9IIQsT/wkeqJUxLlhWZETlYA488PZUyYM5RgFSZTz6Z4o04aTYLCEFlGGYTJYghDSUnjFIQsK7UKt68nCsRbWP8+BjgxStgk/ENgzWmr3dgghixQ3wZ4ow7ZhmMmX81mWFTlRCZTdhel8ppNoxHk4I4qlfISQFrOw3qWSZY8WURsWWCkfAJimgfW9LOkjhMyPRCLOdRmbbcWCJebvcNWW8yUZLKHWMG3YCQ7b1YmELOUjhLQaiiiyoNgxLMXJhr6FJ6KAqKTv6WGKKELIkZFEObBwtRPlJBosUVPOl2SwhC7ns+ywJ8pLYF06UYSQdkERRRYUO5U4WWj9UJqje6W423GQCX2EkCMjiYhz4ameqCal81mWFabzBUnMiYqV8yXqRKmyRtPijChCSGuhiCILCu1EHb1ARdR6JvQRQuZJEsN2oQMVLAuWLudLOp1PBUAkms4XC5ZIRETp/Vp0ogghrYUiiiwoFrqI0jHnO1jORwg5QqqJOFGqnM+JnCjfm784i5fzmYYSUUkES+h5TlbUE5XEnKjIiaKIIoS0FooosmAYK7oYK8kX1XW92TbvpjE6WGLHcBFCJJCwRQhZdnhJ9ER5Olgi2Z6o2nQ+Xc6XpBPlJOxEyb+DxXI+QkiLoYgiC4adI9Ld6S+kkUstzBfEo3pyMA2gWPVxYLLS7u0QQhYhiQRLeLE5UbYu50s4nU+X8wXVea8b9UQl7URFZY2EENJKKKLIgiEq5VuYLhQApGwTq7vk/nawL4oQcgQkPSeqWel8upwvEScqVs6XpBPlq3UtiihCSIuhiCILhp0LvB9Kw3AJQsh8SCadL5oT1bxgiQQjzmPBEkmm8wmfThQhpD1QRJEFw44FHm+u4awoQsh8SKacr35OVBLBErUR5wkGS8QizrUTlUQ5n3bO6EQRQloNRRRZMCwWEcVZUYSQ+eAmEHHerDlRjYbtJjInKhy2m/CcKJ9zoggh7YEiiiwYFl05H50oQsgRkEQ5X82cKLtZ5XwpAEmV86nyQ9NKNp3P55woQkh7oIgiCwI/ENg1UgKw8EXUuh65P71fQgiZC4mU87lKgMTnRCWYzifL+ZQTlXA5X6LpfD7nRBFC2gNFFFkQ7B0rwQsEUpaJgc5Mu7czK0f1yHS+AxMVlF2/zbshhCw2kkjnE359T1TzgiWSEFE6nS9pEaXKD22W8xFCWgtFFFkQ6H6oo3qysEyjzbuZne6cg1xKfuq5Z5RuFCFkbiThRIUR55YFU6fzJRAs0TDiPAknyo/mRCVbzhftlxBCWgmvOmRBsHORhEoAgGEYoRvFkj5CyFzxEk3nSzZYIl7OZ+h0viZFnCdbzkcnihDSWiiiyIJgxyIJldAcxb4oQsgR4gYJlPO5Kp0v5SQaLBGPDE90TlSYzpdKNJ3PV2LSYjkfIaTFUESRBcHOYSlG1vVm27yTw2Ntt9zn7lEm9BFC5oabQNldGCxhJxss0bicrzrvdeGrNaxk50QFSkSxJ4oQ0mp41SELAt1btLZ7sThRLOcjhBwZXpJOlOPAasKcKFnOpx4rUScq2TlRdKIIIe2CVx2yINitRNSa7oWdzKdhOR8h5EhJJOJc90Q5ThQskXTEuSkDdEQCYieMOLdSTQmWoIgihLQaXnVI23H9AIPjZQDA2p5FUs6n9rmbIooQMkeSmROlnKh4xLmXtBOl1k0i4lyX8yU8J0o7UQyWIIS0GvZEkbazb6yMQAApy0R/Pt3u7RwWupxvcKKMagL9DYSQ5YOXxJwoV4oSw3FgqmAJv2nBEkmIqPo5UcmU88m9sSeKENJqKKJI29kTK+UzF/iMKE1fPoWMY0IIOSiYEEIOl+TL+XRP1EKeE6WDJVLJBkuwnI8Q0iYookjbifqhFkcpHyBnRemEPvZFEULmgpuAY4SwnC/ZOVG15XwJzolqkM6XZLAEy/kIIa2GIoq0nSiZb/GIKCAeLsGYc0LI4eMFyUWcy3S+5OZE1QZLqHK+RIIlmlPOp4ft0okihLQaiijSdhajEwUwXIIQcmQk4URFEeexOVEJ9Gc2cqICkeCcKLNJc6Isa95rEULIXKCIIm1n9+jiSubTcFYUIeRISDSdz3Fg2ck5UbXBEkmW80UR582ZE+XMey1CCJkLFFGk7exW5XCLt5yPIooQcvgkks7X0mCJZIftJjonisN2CSFtgiKKtBUhRFjOt9hElN6v3j8hhBwOSTpRaGqwRJIR51GwRKJzolRPlGmznI8Q0loookhbGSm6KLvyDcXq7kybdzM31qlyvr1jpUTeFBFClgfJR5wnNyeqNlhCl/MlIKKC5pTzBSznI4S0CYoo0lZ0KMOKjjTSi+yTxP5CGo5lIBDA/olKu7dDCFkkJBosYcfK+ZoVLJHInCi1hmmH5Xy+8BGI+e3ZZ7AEIaRNUESRtrJYS/kAwDQNDHRK92wfB+4SQg6TZCLOGwdLCDE/gRYXUTriHBAQwp/Xuo2CJYD5u1E+e6IIIW2CIoq0lcUsogBgTZfc9x6VMEgIIYfCTUDswItElHaiAEAEyYgo0zTDnigggXCJsCcqWREVhD1RLOcjhLQWiijSVsJBu4ss3lyzqks6UXvpRBFC5oA3T7EjqvVzooD590XVlvOloseb76yocNhuVM4HzD9cInSiWM5HCGkxFFGkreieqDVdiytUQqPDMOhEEULmwnxjzuPBEpYVvZTPN6GvNlgicozmPSsq5kRZRiR45iuiAu2csZyPENJiKKJIW9kzpp2oXJt3cmTocr59YxRRhJDDx51nX1QULFHrRM13VlStE2VBv01IrJzPdGAYRmKzoiIniiKKENJaKKJIWwmdqEUWb65ZzXI+QsgR4M4zSS8eLGGYBgxTJ/QlV84HIHSj5h1z7utyPimekpoVFajeMDpRhJBWQxFF2kbZ9XFwSn46uViDJVbrYAk6UYSQw8BSYmfePVGxcj4AoRvlJ+REmaZ8e5BYzHmsnA9AYrOiQtFHEUUIaTEUUaRtDI5L4ZFxTHRlF2eyku6JGpqsoJrAjBZCyNLGVmJnvtcL7UTBrhVRSTtRWkTN24kKh+3K9XQ53/ydKJ3ORxFFCGktFFGkbexV7s3qriwMwzjE0QuTvnwKKduEEJEoJISQmXCa5ETpcIkkgyWAqJwvmHewRK2ISsqJCjgnihDSJiiiSNvQomOgM93mnRw5hmHE+qIooghZDnzmM5+BYRj44Ac/OOdzbS2i5lF2J4IACEWUFA+hEzXPwIp6J0r1RCVVzmfWOlFJBUuYDJYghLSYloio6667Dhs2bEAmk8FZZ52Fu+++e8Zjb7zxRrzwhS9ET08Penp6cO655856PFm8xJ2oxcyqToZLELJc+N3vfoevfvWreNaznnVE5zvKMarOR0R5kfAIe6Js1RM1j3K+IAjCIcC6J8pUs6LmVc4nRMyJkuslVc7n04kihLSJpouoW2+9FZdddhmuvPJK3HvvvTjllFNw3nnnYf/+/Q2Pv/POO/GWt7wFP//5z3HXXXdh3bp1eMUrXoHdu3c3e6ukxehY8FWLdEaUZo0KxeCsKEKWNpOTk7jwwgtx4403oqen54jWsJWImtecKDcSHlGwxPzL+bQLBcScKF3ONx/HKPABqH0lWM4nhEDgU0QRQtpD00XUNddcg0svvRRbtmzBiSeeiOuvvx65XA433XRTw+O//e1v433vex9OPfVUbN68GV/72tcQBAHuuOOOZm+VtJhQRHUubhGly/n20YkiZEnz/ve/H69+9atx7rnnHvLYSqWC8fHxmi8AcCzdEzUPJyouopR4sHQ53zwcrkYiykwiWCLuNlnJlfMFsf2ynI8Q0mqaKqKq1Sruueeemhcc0zRx7rnn4q677jqsNYrFIlzXRW9vb7O2SdrE3vGl4USt7mbMOSFLnVtuuQX33nsvtm3bdljHb9u2DV1dXeHXunXrAEROVHUeZXdhOZ9hAFrsaCdqnuV8mjonaj4iSvdDAXUR5/Mp59MuFEAnihDSepoqooaGhuD7PgYGBmpuHxgYwL59+w5rjb/927/FmjVrZvzkb6ZP+8jCRzs3qxe7iGJPFCFLmp07d+IDH/gAvv3tbyOTObzr1eWXX46xsbHwa+fOnQBiwRIJOFGGbYfJpknMidJOlGEYdXOixHzK+WJiRwdLJFHO58d6w0zbOuJ1CCHkSFjQH9185jOfwS233II777xzxheubdu24aqrrmrxzsh88fwAByYqAJZAOV+3LuejE0XIUuSee+7B/v378exnPzu8zfd9/PKXv8SXvvQlVCqV0LnRpNNppNP1yaMyWCKAO59gCS2inGi+nmXrcr7590RpAQVE5XyJOFGGBai1kwiWCOIiiuV8hJAW01Qnqr+/H5ZlYXBwsOb2wcFBrFq1atZzv/CFL+Azn/kMfvrTn86agjTTp31kYXNgsoJAyE9l+wqLN+IcANaodMGhySoqnn+Iowkhi42Xvexl+OMf/4j77rsv/DrjjDNw4YUX4r777qsTULOhnSh3HmJn+owoINlgifjz0eV884o41yJKlfIBCTlRfhRvvlhnDRJCFi9N/egmlUrh9NNPxx133IHzzz8fAMKQiK1bt8543uc+9zl8+tOfxk9+8hOcccYZsz7GTJ/2kYWNjjcf6MzAMhf3i193zkHGMVF2A+wbK2N9X77dWyKEJEhHRwdOPvnkmtvy+Tz6+vrqbj8USaTzhcESNSIquWCJGhGl50TNZ9iuFkpWtN8kRJR2oljKRwhpB01P57vssstw44034hvf+AYefvhhvPe978XU1BS2bNkCALjoootw+eWXh8d/9rOfxd/93d/hpptuwoYNG7Bv3z7s27cPk5OTzd4qaSH7xhb/oF2NHLjLmHNCyKFJKRE1r3K+an05n3ai5jMnqpGIMk3pHiVSzhcTUUmU83FGFCGknTT9ynPBBRfgwIEDuOKKK7Bv3z6ceuqpuO2228KwiR07dtTUX3/lK19BtVrFX/zFX9Ssc+WVV+LjH/94s7dLWsS+JTJoV7OqM4PtQ1MYHKeIImQ5cOeddx7ReVqfzEtEeVGwhCYJJ0qn8zV0ouYVLKGEklnvRCXRE8V+KEJIO2jJlWfr1q0zlu9NfyF66qmnmr8h0nb2LZF4c41+HhRRhJDZcHQ5XzD/cr5WBkvMa06UFlGxnqgk5kTRiSKEtJOml/MR0oi9S2TQrmalKkscHK+0eSeEkIWMEwZLHLljhDYESyRdzpfMnCi1X4ooQkgboIgibWFwbGk5UQMdyomaoBNFCJkZ29Q9UQk4UQ3K+ZKYE1VbzpfAnCgtlBIOlvBVWSPL+Qgh7YAiirSFveNLY9CuZkA5aoOcFUUImQU7iWCJRuV8uicq8WCJBOdEMViCELKEoIgiLUcIgcExWfY2sETK+VZ1qXI+OlGEkFlwlNjx5hUsMVs5X7OCJeYjonTEebJzonQ5n0kRRQhpAxRRpOUMT1VRVS/0S0VErdTlfOMVCHHknwQTQpY2OliimkQ5nxMr57N1OV9zgiUScaLMJjlRLOcjhLQBiijScnSoRH8hjZS9NP4J6mCJqhdgrDSPNxuEkCWNo655VW8+5XzKvalJ59NzopLtiQrnRAXVI163UTlfSrlSVf/I1w18PWyXIooQ0nqWxjtYsqjYF4ZKLP5Bu5q0baEnJ98g7GPMOSFkBpxGPVGT+6MY8AYIIbBval/0exgsUS+i4j1RxbHRMHxhpnW9scg9b5zOl1LHRuscqLqoBjOLNSEE9o6VIldel+w16ImKl/N5w8MIqjOLKiEEJobL0X7DnihrxnMIIaRZUESRlhPOiOpcGoN2NWG4BGPOCSEzkLKmOVEP/gD4+2cA33oDMIMwufq3V+Pl//fl+MofvgJg9jlR2ol6/Hd34fr3XIT/+6m/g5hh3bEfPYl92+7G+O1Py3MbOVFGrRP106ExnPrrB/EX9/0J/gyly9t+/AjO3vYzfO4nj8obQicq6olKmbVO1OQvf4nHX/RiPP32t4c9X9P5zQ+exD995Nf49ff+JPekh+3GxCQhhLQKiijScvRA2oHOpeNEAXERRSeKENKYlBI7oYj67VcBEQDbfwns+e+64yeqE7jl0VsAADc/cDMCEUB49SIqDJZQ6953279CiAC7Hn4Aex5/tG7doOJj8r/2yMf4xS6IQDQMlpheznfTriH4Arh7bAq/HZ2qW7fs+rjhl08CAL76iz9Jx82vjzh31M9Vte7wt78NeB7Kf7gfxd/9rm5d3w1w70+k2Lvv9h3w3YDpfISQtkIRRVrO/vGllcyn0aKQMeeEkJnQ6XyhuNh1d3TnU/9Zd/wfDvwh/LnklbBjfEfDOVHxnqgg8LH70YfD+3Y99Me6das7xqNffAHvQLFhsIRh6jlRLgIh8NuxSDj9enSybt3/3jEa/hwI4PHByUhENQqW8F0IIVD6/T3hfVN3x/4miv1Pj9f8fnDPZOREWSznI4S0Hooo0nL2qxjwlR1L1IlizDkhZAZ0OV/FD4CRp6N+IQDY/3Dd8Q8frL3t0ZFHgQYR55ajRZTAxNAB+G7UwzS08+m6dd09tQLI3Ts1e7CEqGJvxUUpVhr4yFSpbt0H94zV7n/veGzYbqycTwdLBFV4Bw4gmIrEWeXxx+vWPbBzoub3oV2TYbCExXI+QkgboIgiLWf/hHSiVi7Zcj72RBFCGmMrx8j1AuDgE7V3Dj1Wd/zOiZ01v++Z3NPQiTItHXEeYGTP7ppzhnfvqlvXO1j7YY83UpmhJ0pFnAdVPFmsvbY9Uay/1u0YLtb8vmukFOuJivYbjzivPvVUzTnVJ7fXrTt2oFawTRwsh+V8dKIIIe2AIoq0HC0y9GylpYIWUfvZE0UImYGUqedEBcDIU/LGFZvl9+miCpGIWpNfA0CJKJVgZ6QiZycs53MDjA7KJL++o44GAAzv3VU3v84bltcpq1t+mOWPlg8Zcf5UWV67j8/Ja92TxQqCaes+fVCKqLXdMjho92gR8LSIij44006U67twd0qRl9p0rPzb7NhRFy4xrkRUR6987Inhcui2WQ6dKEJI66GIIi3F8wMcnFqqTpR8Pow4J4TMRCo+J2pyUN541Bnye2UcKNf2/mgRdebqMwEAe6b2hDHgjURU4AtMjY0AAFZtOh4A4FUqKE/Vlu9pEZU+tlv+PlKBp4SLHXe4dMR5UMX+irz/tM4cDABVIXDQrRU72ol63rF9AIDdoyXAV46VHRNRsXQ+b2gIAJA96WTAsgDPg3fwYM262olau7kHgHailIhiOR8hpA1QRJGWcnCqCiEA0wD68ktNRMlPSA9MVOAHjaN/CSHLm1R8TtTkfnljz0Yg0yV/Ht8THlv1q9hflMecPnA6AOBA8cAMTlQUcV4cHQUAdPavRLajEwAweXAoPFb4Av6oElEb5f3BeLXxnChdzidcHFCCaU3awcqUFFp7KlHvlR8I7BqRIurMjb0AVJCQVx9xHi/n0yLKXrkS9sqVAABvX2wulhAYV+WHazZ1AwCmxirw6EQRQtoIRRRpKTqZr7+QhmUabd5NsvQX0jANmUh1cJJ9UYSQepy4EzWlRFRhJdAhy/UwEYmoodIQBAQc08ExXccAAEYroxDVRnOionQ+7UTlu3tQ6OsHAEwOR85OMFUFAgAm4KzKy/OKbuhEzVTOd0A9bn/Kxqq0Gi4eE1EjxSpcX8AwgBNWd4a3hU5UXETFIs59JfDs/j44SkS5g4PhsZWiB9+VgRb96woAgPKkG3OiGHFOCGk9FFGkpYTJfEuslA8ALNPACpU4yHAJQkgjdDlfJV7OVxgAOpWIGq8VUQDQl+1DT0aWsY2UR6JgiZgTZdpROp92ovLdPejolWV1E8ORE+VPyPPNvAOzoJymKTd0omrL+eQ1TYooKbJWphysScvHjjtRB1RoUE8uFaavjhRdCO1E2Q3S+fwqvANyb1Z/P+xVqwAA3r5IRBXH5fnpnI2C6uGqFD14VZbzEULaB0UUaSlaXAwssVAJjS7pY18UIaQRjhkv5zsgb8yvADpXy5/H94bHHixJ96gv04eetBRRZb8MryL7g4zU7E5UrqsbBSWi4k6UPylFiVVIwcypNXwRiZJ4OZ+eEyVc7Ff3r5jBiRqa1JUGKXTnpEjyAwG3qq6HsWCJmnI+1f9k9/XDHlDlfPvrRVS2I4V03gFUEYNbVs+D5XyEkDZAEUVaylJ2ooAocXCQIooQ0gBH9S5VPR8oKnco3x8r54uJqLIUF/3ZfuSdfCg8qiU5U6lRT1TgBSiNy3CKXGcXCj1KRI0Mh8cG2onqSMFMWTDUjCmv0iBYwojK+YZVT1SfY2P1LCJqRUcaKdtER0auU1Wir1GwhOu78Ifl3qzeHjgDA/L2/fvDY0tKROU6UzBNA5mc/jvIx7MpogghbYAiirQUPSNqxRJ1olZ1yTcJjDknhDRCB0sYXjman5TplkIKiIQVYk5Utg+GYYRulFuR4Q1mg3Q+z3XhVlRoRKGAbKcMrCiNR0NwIydKig8zL783cqJ0T5Tnu5jwZF9St2Ohz5ECKZ7ONzQh1+0vyOtgb14JpYp2ohqV81XgT8hBulZXF6weGUjhD4+ExxZjIgoAMmrfVe1EsZyPENIGKKJIS9kfzohamk6ULlNkOR8hpBG6JyrtSzcJhgmkCkBOOkYoRo6RdqL6MvK+7kw3AETlfA2CJbxqdO1JZ3PIdcqAh9JEFJ0eTConqiBFSSii3EYiSt5XEhZ05miHFYmo4biImoyCgwDZGyXXrRdR2lUzyy6gUwE7OmD1SqHoj8RElBJnWSWiskpEuRV5u8lgCUJIG6CIIi3lgCrn071DSw39vBgsQQhphKOcqIyv5jalOwDTjETUVORExYMlAKAj1QEA8BtEnJuWKudTgsXJZGFaVhhxXhyPRJQ/Mc2JykoR4nv1wRKGcqImhDw2YxrIWCZ6HSm0DlYjEaWDJbSI6syqfqowWCLWE6XS+eySjj+3YGSzsHukiPJi5YdhOV+H3Esqp/arRB/L+Qgh7YAiirSUwSXuROl0viFGnBNCGlAnovR8qLCcLwqAiAdLAECHI0VUwzlRjg6WkC5VOi+jy8NyvhonSjk4SpQYaSmIGkacqzlRU0IJI1ve15eqd6IOxIIlAIQ9UcJrEHGunKi8Nqk6OmAYBqxeVc43Mhoeq50oXc6XUutyThQhpJ1QRJGWEQQiFBdLNVhCiyj9iSwhhMTRPVG5YJqICsv5DgKB7D0aLks3RjtR+ZQURo2H7cp1g0BeezI5JaKUE1WenEAQSKfJV+V8oROVmdmJ0j1RRcj1upSI6lXlfBN+gIra70ElzvrVdbAjrdZp4ETpnqi8ulSaquzQUk6UKJUQlKQg1E6ULudLZWudKPZEEULaAUUUaRnDxSq8QA5i1OUeSw0tog5OVeEH4hBHE0KWG3rYbidUT5TqcwpFlPCBigyBGK9K96grLYVWwZGDZtFoTpQq54NQoRL5WhEFIVCelMItKEn3SMebm8qJ8pXIahQsMaVEVIcSUV22Bf2QI648b6wk96V7oQpKRBkNhu3qdL5cWV4nrQ7pspn5fNjrpfuiykW534zq3Upl1H49OlGEkPZBEUVahg6V6M2lwpKWpUZvPgXDkLNRRorVdm+HELLA0E5Uh6Fiv9NK5NhpQPU8YeoghBAYr0gR1ZmSx4QiSvUh1QRLqHI+IeR1Nq2cKNOykMnL83RCn9AiSjk6hhIlnl8vogxVzldCDkDkRJmGgR67NqFPi6gu1QvVkZHfjUD3PcWcM9OCaZjIaSdKiSjDMEI3ylMJfZWiq56TfDztRAW6/JDBEoSQNrA038mSBUk0I2pphkoAst+hV30Ky5I+Qsh0UnVOVFd0Z16X9A2h5JXgCSkSQhGVkmLIUOKhxokytRNVK6KAqC+qOD4G4QYQriy/0yLKVI6RdqJqgiUME4bhhE6U7okCor6og1UPrh9gUs2Z0iKqoMoEzUDNkrJrKxBSZqqmJ0oT9UUNQwQCFeVEhSJKrRv4WkTRiSKEtB6KKNIylnq8uYZ9UYSQmbBMA5ZpoNOQs55qRFRWigcUhzGmSvps00bWzgIA8o5yl1TvkuFEIsowDFi2GTlR+UhEZZRAKU9MhKV8MKJACe1E+aq3Ke5EAbKkb3pPFAD0qJ+HXQ/jpWjobqcSObonytIiKuZEATKhL+qJiomo7m65n9FRVMsedLa6HrKbysrHDUUUy/kIIW2AIoq0jNCJoogihCxjHMtAAbqcLxIPyHbL75XxsB+qM9UJw5Auky7nM5WTFHeiAMCyDUDI0rlUNhfersv5KsUpBErsmFkbhnKvTC2iRL0TBciSvhKkkCvEBFa3ijmf8P2wlK+QtmHrksWMFlH1wRKATOjLVlRPVKEQPQ8VMuFPTIQulO2YYcli6EQFFFGEkPbBQmLSMvZPLO1kPs0KFZpxgDHnhJAGpCwTOR22kIoco9CVKo3WiCiNFlGWp0VUrXgwbRMQUsw46ahsWpf2lacmQyfKyMZK9nQ5n5jZiapArpeL9bPq0r5R18eYV9sPBUTlfLZo7ESlrBTS6i4jm40eT7lSwfh4XSkfEPVEiYDlfISQ9kERRVpGVM63dHuiAGBFJ50oQsjMpGwLOV81AzUSUeWxMFRCJ/MBsifKDARMVd5mTHNgZDmfVCWpTExE1ThRtaESgHSiBAQCzCyiykpE5WMiSpf2jXsziCglzhzMIKLMFDLKpDJjPVyWShT0xydQ1aES+Whdnc4nlHPGYAlCSDvglYe0DF3ON7BcnCiKKEJIA1KWgRzU9cGJyu7CuPPy2IxOlO1Hh5uNyvmUYLFjTlRYzjc1haDYSETZCBCNZJhezmeaDiqQ17VGTtSY52OsJM+Pi6iOjAMDAWyoTTco58sofWXGnCirSz7nYGIclamZnShoEcVyPkJIG6CIIi1jUDlRK5a6E8WeKELILKRsE1lDl/PFRZR2omLlfOlIRGXtLBwvOry+JypWzlfjRNWX88VFlOGY8JULBTRwoozG5XzdSmxJESUFTVxE5VIWUohteJZyPjMXK+dTQRj+2Hgs3jxa10lbECKATpygiCKEtAOKKNIShBBhj9ByCZbQzhshhMRxLBM56HK+KFAhXs6n0/niTlTGzkROlGEA0x2jWDlfo56oykwiKmWFpXxAg2CJQzhR456PsaI8Py6iss40EdXAiUq7Qu0n5kSFwRJRT1Qm5kTZKQtAZMnZ7IkihLQBiijSEsZLHqqqGXrFEhdRK+lEEUJmIWWbjcv5dDrfDOV8WTsLR2kHI5UKU/s0lmXEgiWi62ymEPVERYN2I+FhpCInyjAMmGZtcG+8Jypn1vdESSdKzYiKOUbZlIUUoujzRhHnadUTZTQQUcH4REMnyk6ZgIjEGZ0oQkg7YMQ5aQnahepI28g41iGOXtysKMg3G+NlD2XXP8TRhJDlRso2kZutnK80GgZL1IkorR2c+s9ALceEgA6WiERJmM43OYMTZVvwDVUaZ9Vfn+PlfDXBEupaPuZGEedxJyptm0gb8vGE6Uj3LP53MFNRT1QsWMIMgyXGUdbpfPlov5ZlwrSUc2YYMEy+lSGEtB5eeUhLGFIiqn+Ju1AA0Jm1kVJvNIYYc04ImUZNOZ8TT+frlt9jTlQ8nc8xHTiBEiIN3Jeanqi4E3WIdD7DMhCoyD+7gYiaqZwv7kSNNhBRhmGgw5FiR0xzoeTfIRYskYs7UbGI86l6J0o+V/3drnPkCCGkFVBEkZYQiqhC/QvpUsMwDIZLEEJmJG2byKLRnKhu+X2Gcj7DMFBQjlAjJ8q0ZgqWiKXzaRGVqz0/UBrFMhusa6ZjIioSWTU9UQ1EFAB0KhEVNBBRKTMVlvOZNXOiYsN2G6TzAYDtqF4qi6V8hJD2QBFFWsLQhE7mW/pOFBA5bhRRhJDpZM0AKUOV+jYq56uMYVwHS8TS+QAgL6RoEA1FlABUkENNsIRK53MrZQSqxyg+bBcAhHZ2rPq3BYYR64lq4ERVhcBosbGIKthKRJmNnah0o4hzJaIQBCirD+CmiyjT1uWHbO0mhLQHiijSEoYm5ceN/YXlIaLCWVEs5yOETCNvVKNfasr5otK9CeVEdaQ6as+FFCNBg95Sw4h6MGvT+SKh5ivHyMzM5ETVr+sbaQhD3h4XUQXLDN9EjJXlup3TRFSHihNsJKJSsJHSQRmxPZqZTBjf3ihYAgAsJaIMiihCSJugiCItISrnWyYiik4UIWQGCqa8LgSGDdgxcWGnwrS+Kbcoj3UKNedmtRNlNxJROnXCgB2bIWWaFlJZua6oSNViZmrPD9SvllG/btmIBE48nc8wjNCNmqrIxy6ka0WNdqJ8o17sZL1oLTMmooCopM8ty/2mpu3XUuuaDcoPCSGkFVBEkZZAEUUIIZK8SuZzrWz9nZkuuAAqgXSr8nGnCkBOSHHk2w3K7iDPMW2nLrFOl/RBzWUy0tNElC7nM+rXrapSvhQC2GZtiEOnbQFChCKqY5rDlVMpen4DJyqrDDlhGPWDg9XA3WpVnp+aVn4oSxfpRBFC2gdFFGkJB8JyvqUfLAFwVhQhZGZCEWU2FlHFmACaLqKyqnkpaCCihOqHsuz6D6syuTxsI+ZOTXOMAiVKGomoCuQ+M6ZXd1+XbQGBgBBqv9OdKEs6SR7qAyAyrhRkfro+Yc/s7EBgWAhUuZ8zTfRpEWU2KD8khJBWQBFFWoIOllgOEedAzIliTxQhZBp5Vc5XNTP1d6Y7MKncnrSVhj2tXC2jRFQjJ0qHSpiNkvByOTimuv6aBmDXihZ/lnI+PSMqY9TPvSvYFuCJ8PfctF6tnBJRrjGziPLSDWZe5QvwrejvU1fOZ8p1jQZlgoQQ0goookjTEUKE5XwrWM5HCFnm6HjzmUTUlHKDprtQAJBRzUue3WA2koo3bxT7ncrmYKuSOjNj1Tk/ek5UQyfKkNezjFHvRHXYJgwlogppG+a0cr+cJc9pJKJ0Mp+XajDgt1CApxw12zFlfHsMQ+0XdKIIIW2CIoo0ncmKh4on69qXTU9UIRJRQohDHE0IWU5oMeIaDcqb0x0oKiEyq4hqoB0MKHfGbCyiHPV4RgPRosv5TFEvzlw1IyqFBiLKsgBfXt/z6fp1c8oxclHvGKV85UQ59W9FzELkRDmZBiEaqtfKAEUUIaQ9UESRpqPjzfMpC9kGL95LEe1EVbwAE5X6Nx6EkOVLVgVAVBqJqFQHJs2Znah0IO9zG1xKhRJnRoPEulQ2C0c5UdNDJQAgMJQT1eBtgWtoEeXW3Ze3Iidqej8UAGRVH1W1QU9UWl0aXadeuJn5PLxQRDWYiaVLCxuUHxJCSCugiCJNJ0zmWyb9UACQcawwpWr/OEv6CCEROqChKho7UVPGzE5UWjlRjURU6EQ1cn1qyvnq7w/L+RqJKOVEOQ3L+SxAVRp0NBBRGVPeVxX196UD5UQ1KE00C3n4tkoFbOREGYH6iSKKENIeKKJI0wlDJZZJKZ8mXtJHCCGajBq2W2ngziDdganZnChVAuc2zFOY2Z1JZ3OzOlG+EiWWaCSi5D5TqNbd12FFwRKNnKiMId2rcoPnmvJmfi5WoQDfUg5YA9GHUEQxWIIQ0h5aIqKuu+46bNiwAZlMBmeddRbuvvvuGY998MEH8ed//ufYsGEDDMPAF7/4xVZskTSRA+GMqOURb67RonF4qv6NByFk+ZJWZXGHFFF2vYhylBlUsRr0Wgp1Z4PEulQ2B1uV5ZlzFlHy2u00KOcr2CYMf2YRpZ9rWdQ/V0eJr2oDHWTmC7Fyvka1i9oVoxNFCGkPTRdRt956Ky677DJceeWVuPfee3HKKafgvPPOw/79+xseXywWccwxx+Azn/kMVq1a1eztkRawXJ2oPiUaD07RiSKERKSVo9NIWCBdwJQOlkg1EFHuzMJDaGHRoHTuUD1RHpSIavC2QPczOaL+WlawZi/ni55r/YdojtJkjUVUvJyv/gAxi2AkhJBW0HQRdc011+DSSy/Fli1bcOKJJ+L6669HLpfDTTfd1PD45zznOfj85z+PN7/5zUinl9eb7qVKNGh3ef331CJKB2sQQggApIS8JpQa9kR1RhHnDZwoO3Rv6p2oSFjUi6SanqhGTpSQpYCNnKiqKplzUC+i4hHnjZwo/VwblfPZSnw1ctXMQh6eKueb1YkSdKIIIe2hqSKqWq3innvuwbnnnhs9oGni3HPPxV133ZXIY1QqFYyPj9d8kYXFcgyWAIC+vHy+Qxy4SwiJ4Qhd4tbARUl3zOpEhcKjkYgKpLAQDYRF+lBOlJjFiRJaRM3UEyXPLTRwjPQ5pQauWygIG4go2ROVBdDYiQoCOlGEkPbSVBE1NDQE3/cxMDBQc/vAwAD27duXyGNs27YNXV1d4de6desSWZckx3IbtKvRPWAHKaIIITEcMbOwOFRPlO3O7N6IWdyZVC4H29BOVL3w8NS5VtBoTpQ83hbluvsKtgX40bDd6TiBeq5B/X36uZStoO6++LDdRul8IpBCtJFgJISQVrDo0/kuv/xyjI2NhV87d+5s95bINEIR1bG8giX6lGg8yHI+QkgMLaKKDYQFUoVZ0/lMV5bdldUQ2zjCl8IiaCSiMlk4prwmNUzn005UUP+2oKLWcxqJKMuEoZyofIM5gKFgDOoFo6WfSyMRlc9Hw3YbzbXSrltAEUUIaQ9N9cH7+/thWRYGBwdrbh8cHEwsNCKdTrN3aoEzNLE8e6L08z3IdD5CSAw7kB8sTTUQFjVzohqU81nVmYVHWOLWQFikcvE5UQ3K+dS5dgMnqiosAAFsUaq7T86JmtmJmu25Wm4AD0DZqheEZiGWzpeuF3ZaMNKJIoS0i6Y6UalUCqeffjruuOOO8LYgCHDHHXfg7LPPbuZDkwXCVMVDSX3auNxEVBQswXI+QkiEPZsTle6MnCjVExTHdKXYaSiiQieq/qU9lc3BUeV8jcwbP5DrmQ2cqKpaz2kkoqwo4txO1Z9rq0S/UoP+L/1cSg1cNbNQgK/K+Wyj/v6AIooQ0maaXs532WWX4cYbb8Q3vvENPPzww3jve9+LqakpbNmyBQBw0UUX4fLLLw+Pr1aruO+++3DfffehWq1i9+7duO+++/DEE080e6ukCWgBkXWshslNS5l+FSwxUfZQ8erfBBBCFg/btm3Dc57zHHR0dGDlypU4//zz8eijjx7RWrbqE5ryG4moWMS5qHeFTOVElUyv7r5QRPmN0vmicj6/wbwn7UQ16onSIsoWJQhR24uVs8wwWMK06x/XmuW5mjFXzQ9qr5FmKgXfliJS/73ihCKqgegjhJBW0PSrzwUXXIAvfOELuOKKK3Dqqafivvvuw2233RaGTezYsQN79+4Nj9+zZw9OO+00nHbaadi7dy++8IUv4LTTTsO73vWuZm+VNIEomW959UMBQGfWhq3eDHHgLiGLm1/84hd4//vfj9/85je4/fbb4bouXvGKV2BqamrOa1m+7C2a9K06UQI7HTlRaCSipHgoNnBvAk+JI2EhCGrXNU0LtiWvw55oIKJ8FXHu1z9mRYm5FKoQovZaZhgGTOVEmXb9uZYvXwMm/fpyPkM9F9cGKn69Y+85SkSJ+uunr56rz54oQkibaIk1sHXrVmzdurXhfXfeeWfN7xs2bKh/USGLlgPLtB8KkG8u+gopDI5XMDRRxequ+tIcQsji4Lbbbqv5/etf/zpWrlyJe+65By960YvmtJYZRANoXV8gNU18hCIqqC/ZM6oeBICiVS+EfOXOwLDhewHMaUEP2onyGjg7oRPVSEQpd8pBFUFQhWnWXs8NT0AAEFb957JmKKLqxY4WUVUbqPpV5Jxc7fNRPVG2V19GqAWj8OlEEULaw/KqryItJ3SilqGIAuSsqMHxCoam2BdFyFJibGwMANDb29vw/kqlgkol+v8+PsNQC4syHFQ8Hyk7EgJe4KGsgiUKQYMy4Krqp2pUzudqYWXBrwZwYiJKCAFbDbx1g/qUPc/z1N4aOVHyuwMXflCBjY6adYUq5wsaOFFm6LrZEELAMGLHHMqJUsN2LbfBfl35dxCBBREIGGb9YxNCSDPhRzikqSx7ERXOimI5HyFLhSAI8MEPfhDPf/7zcfLJJzc8ZrYZhoYSDBWkUHZr3aaiVwx/znsNrhu6nM9oUJLnRU6UN21dUQ1CAVP1GoiSWDnf9GqQinLEUqgi8GvPrXgBoA5vYDaFgrEkHHjTSgyFEpnVBiIq8AMEhhR9VrW+ZDLwal03QghpNRRRpKlEg3aXX08UEIs5Z0IfIUuG97///XjggQdwyy23zHjMbDMMDVeWp1WEUxc6M6UEgyMEnAYODCqqFNAKwhI8jadcKgM2/Gnrior8PRABKtX68jjPVxHniCLLNWUlfmQ5X+21bKoS7cFt4AbFBWNlmtgJlIhq5ES5lWj/ZqVeRIWCEfWCkRBCWgHL+UhT0Q5Mf8fydKL6tRPFYAlClgRbt27Fj370I/zyl7/EUUcdNeNxs84w9LSwcOqExZQrBUMhCIDKRM19QojIvXFkH5FtRi/jvipxg2HBq04XLFLseEEV1VJ9KaAu57OECeEFMJzoM1btRDlw60TUpFpXWAamGvRwQQnBMhxUXL9mllTkRBmo+rXXyGpZiigzcGGUJuuW9av6udKJIoS0BzpRpKloEdWbX55OVJ9yojgripDFjRACW7duxfe//3387Gc/w8aNG498MU8LixQq01yUSVcKhlwg6kQUPA9QQsW1UCc8tBMF1AsL7US5oopqqVhzXxAE8HU5H8ywx0lTmcWJ0iIKloFJv0EQhnquFZFC1Z++p0r4XKY7UdWyEnVeGf5kvYjSPVGGYcGnE0UIaQN0okhTOagCFZatiMqzJ4qQpcD73/9+fOc738EPf/hDdHR0YN++fQCArq4uZLNzTN6MOVHlaWV3RVcKnHwDJyqIBVVUnXrh4bsz90QFytnxgiqq5dpyPu1CATOJqKgnyp8WSjGpxI6wDUxMn4fnu4BQs6Dg1AnGoBq5auVpvVZuWfdoVRBM1pbziSCInmsDwUgIIa2AThRpKno+0nINluinE0XIkuArX/kKxsbGcM4552D16tXh16233jq3hYQAvFhP1DRhMeWpcj4RAJXx2lNjIqqxEyXvNwwbfnUGJyqooFKsFSVxEWU3EFElXztR9eV8U1V1rm1iYroTFQuwaNQTJcqRE1Vfzqd6tPwygmlOVNQPhYaCkRBCWgGdKNI0PD/AaEm+2C1bJ4rpfIQsCRKbXxh4gJBv+iuoD5aYrMbK+aq14iFe/gbDqHGiRBDAD8WQBW96iENVOVGiimqpsRNlwIAJEyImSoQQsZ6oRuV8cl1hGZic7kR5MecMdt1znS2dL3SivDKCaQON/Wo8mZDlfISQ9kAnijSNkaILIQDDAHpyy1VEqXS+qQqHSBNC6tyZmSLOZTlfrYgKtHPjqKjy2NDc6e7MdGEhlLPjBlW4M4goS78l8KNrlScAvVIKLoJpYkeX88E2MTXdiVIphFU4EDBR9WrFmVA9XI3S+SInqlInorTjBhiyJ4rlfISQNkARRZqGLuXrzjqwlukgRN0T5foC4+X6RCxCyDIjJnYauTPaiSqI+mAJocSDp5Lz4iVwUY8QAFjw3Np1g0rUE1WZFiyhRZRtyEFPcSeqGkvcsxuV8+lgiUY9UcqJqkJeB+PlfCK238bBEronqlRfzqfONVQyIZ0oQkg7oIgiTWO5h0oAQMaxwkhfzooihEAJHw8WBMz6iHPVE5ULghnL+TxbvnTHhUfgxT+kMeudqFhP1EzBEtqJivdEVWMOugNv5ohz26xP51Oum6uG5sYFo4iV5Hl2fU9UVM5XgT+th8sPk/nktZU9UYSQdkARRZqGdqL68sszVELTx1lRhBCNEj5+KCymlfOpdL5CIOqCJXQ5n+/Ui6jQnTEsGIZRJyxqIs6LtU6Uq861TeVExfbkqnhzEwFMBIeIOJ/uRCkRZcrXgHiIhnBjpYjmbOV85bp0vnCosCX/hiznI4S0A4oo0jRCEVVYvk4UECX00YkihCCQ4sBXLkplWtmdnhPVqCdKl/P5jhQ7rh+5OdqJMpQQmu5Excv5ZnSijHoRVVFOlK06o6ZHnE9VoojzyeliJnSi5GtAfE6UdqIC04AwDVS8GYIl/PpgCS2iTJMiihDSPiiiSNMYWuaDdjW6L2qICX2EEFW2NpMTNeWqcj7RYE5UWYoSPyXFTty98UMR1bjETSix4wX1w3bDnqhZnCjHkN9ndKJsExPTnShX7tdr6EQpEdWgNBEAqmpd26vU90RpEaWdKJbzEULaAEUUaRrDqieqb7mLKM6KIoRotIgyVdiC23jYbqFhxLk8N3AaiSgpSkyrcdhCEO+JKpVq0kJnE1FVFcfuGPL7zCLKwJQfIIinkHpaROlgiVhPlCrnE3b9cwGAaikKlhCVCkSs58tztYhiTxQhpH1QRJGmocv5lrsT1c9ZUYQQjafL2KSLUp7mRNWU83llIFayp4MlgpQUDzXpfNNE1PR0vnhPlAiCUIgAcRGlRke6szhRfuN0PmHJtxPFeLiEElG+dqK8+nI+0UAQAoBbiSLOAdSU9PkunShCSPuhiCJNQ4uG3sIyD5bI62AJOlGELHuU8BFKRM3kROW0oxMr6QsqUpSIlDzXE5E7o8v5zJl6ospRTxSAmnCJumCJIHKTqqGIUutMc6ImVACEacsDakr6pokoNzZ/SpfzCVv1hs3gRNmG/B4v6QvL+Wz5dwh8zuAjhLQeiijSNLQT1b/MnaionI9OFCHLHiWiQifKbexEFVTPVLykT6h0PuFI4dEoWGKmEjftRAk9qDcWLhEGS1hKRMVEiY441yKqLliiKs/NqlEONeESatiub2kR1SCdb4ZyPlft11EP7MecKC2iLO1ETY9WJ4SQFkARRZqGjvTuXebpfDqdkD1RhBAEyoGx5HWhNM2J0sESeScnb4g7UUr4BBkpHtwgElGhE6WcHa/aeNiumVKDehs4UY4SJWgYLKHW8WuT/abUujkVdlHjRIUiKit/9euDJZDSZY214kxHnDsZuW485txVZY2WI8VZ4NGJIoS0Hooo0hT8QGCkyJ4oIJqTNcI5UYQQ3cekRFQxJnb8wEfJk8IjZ2sRFXOiSlJoBGl5bo2IUqLEUiVubiUmWIQI0/kM5RjFnahIRMn7GjlRKVM5QtNE1KQSO4WMPHeqoROVkWs1iDiHI/ern3f4uKr8MBRRNU6UFlEptSc6UYSQ1mO3ewNkaTJarEKX9PfklreI0iJytOTCDwQs9WaEELL8GK9MohPRoNhyzIkqepE7VEgV5A/VmBNVkkJDZCIRNfLFb0B4Jvxn9gIALNsGKrVOlHADQF2PzbQUJdVSJFqqqjzOsSMRtWXbLSh5Av/jz58LAEgZSkQFsfO8IBRGnWkbKPu1A3eVq+YrQeh6Ap/96r0Iyj5ev1E+V8Opd6JEIOAphyuVkROq4iLKVb1hcSdq39VXI5iaQv9734fUUWtBCCHNhk4UaQq6H6or68Cxlvc/s+6cfJMghBSXhJDlS9FVosjWTlQUDqFL+WzDRirdKW9sUM4XiijfRXHfGhSHNkAUtbBQoRNxEaUECQzAVh9qxWdF1ZXz+QF+PZLCb6Y6MTwhH9Mx5XU87kTpZD4A6EzLcyf8mZ0o1w9gPTSGzocnMDmp0gSVmxQXkLofCgDS6kOoYGoydr90ouyYEzX+4x9j7LvfQzBZO1uLEEKaxfJ+d0uahu6HWu4zogDAsUx0ZeUbjBGKKEKWNVUVoGDY0kWJl/PpZL58Kg8j1SFvjJfzFZWAyaighsCFARVU4UunyFJuUlyI6H4oI2XByUpXKO5EhSJKlQIKX8AS8pyqkG8TUqGIisSOnhGVcUwUVE/UZGwWFKryWKH6u1w/gKeceNPVPVqqNyxWzqf7oUzLgJ2T/VSNnCg7pZ2oICwPNFJ8zSGEtAaKKNIUdLx53zIPldDokj7OiiJkeVNV7oypnKh4OV84I8rOA2ktouJOlCp5y2hnpwpAzZ3SM2+ViPCqsf4jHSqRtpDOSlHS0IlSLpbwglBE6daqtIo/D2LpfFpEFdI2OlSy32SNEyUfI7DVY/oBPEv/IbSIkkIoXs4X74eyOmRZox+PONdOlDrX90QYVKHLAwkhpNlQRJGmMKxmIi33UAlNT45OFCFECx/AbOBE6XK+nJMD0ronKhIPgRI+hnai/AoMQ4ko7UTp+POacj4dKhFzosqz9ER5AaxAO1HymJSePxVzonQ5Xz5to2DLtxM1TpQ7zYnyIifKcFWsuhJCcSfKVSIqlbZh5vPy+c3mRPkBhHoOdKIIIa2CIoo0hTDePL+8B+1q9N/hIBP6CFnWVH0pAEwVilBqIKIKTgHQwRKV8fB+nc5nZHRkeAWGcqKUcQRbD+KNl/MpUWJkbKS0E9Uo4ly5OIHnw0KtExWJqEjsTDRwoiYaOFFQTlTFD+Dpdx1qjpWVlq5ayStBqDQiXc6XylqRiGoQce6ktRMVACrinU4UIaRVUESRpjDMnqgaevPKiaKIImRZo50oW4sot15E5Z08EAZLxJ0oVQqY1eV8s4goN4BQM55ENV7OV+9ERSJKXq+F64flfHp7KR1/LlwEKlo97kTlVYBQTTqf6olCSgqhihfAV+V8QkWhazdJQKAayL+NdqKctA2z0MiJUuV8WkTF/oZ0ogghrYIiijSFyIniCxoQOVHDU+4hjiSELGUqfu2gWC8QqCpBcchyPiV8jKx2oqpRsISrhuKmo2uup9ye0IlKWXAyuieqXkSlUg16otTMqLQZOTy6LyqcEZW20WFLddRoThSceE+ULOcTrhZRmfDwkjo+dKIyVsNyPt0TlVIuVuBGj0knihDSKiiiSFM4OClf5BgsIdFOlO4VI4QsT9ygNp4biEr6asr5GgRL6HQ+KyaidLCEUL1ITioSETqhLwyWyFhI53Q6X1TOF/ZExcv5QhElBUrasqDfMui+qHiwREE5URMN5kQhJR+zEuuJCpTYMlNpOGbtwN0oWMKGVZBiMpiMR5yrnqhGThRFFCGkRVBEkaYQlfOxJwqIBg4PF+lEEbKccX15DbCcDGwlKHRJX005X9gTFXeiVD9VNq/WqobBEsITal0HtiNf2vWsqCAWLJGaxYlyVClc3InSLpljmrAsKYZ0X9SUEmf5mBM12cCJMlU5X9UP4Kt3Hb46zkilkFU9UyW1rluZ3Ylyq8qJUs/FVwLScBwYJt/WEEJaA682pCkMs5yvBu3I0YkiZHlTVSIKVgpZNVtJD9wNI85reqKiYAndE6VnJ8lyPpVtrhwjy7Zhq3V1Ql8UcW4jla13oqJyvplFVMowYKmhuVpETVbkeR2Z2XuiQhHlBfBVOV8oohwnElHaiSqpdL6MDVM5UX5s2K6nxKSTieZEAeyHIoS0FoookjhBIDCiHBeW80m0EzXCnihCljUVFSwBy0HWkWJHO1HhsF0nX9cTJVw3TKCzclKUeLFhu9qJMm0bdlo7UaonSg/bTVtROp/qrwqCAJ5a10nrYbsBbC2ifO1EGbDMnDpHiyjlRKVsFOxpc6KECNP5jHTkROl0Pl/1cMVFlJ4V5aqeKKfGiYqJvtCJUqJOi6g0Kx8IIa2DIookzljJha9SobR4WO70hRHndKIIWc64QeRE5ZRjNL0nqracT/ZEBbHyO1uX8wVumM4HFQBh2Q4cta43vScqLqJUxLl2oYBYKIUvonQ+JVDShglzmhMVpfNZUcS5nhPlV8PIQCulnTMRBkv4/ixOVCUathtFnEsxGQQ+fF1+qJ5LoAQknShCSCuhiCKJo4VCR8ZGyuY/MQDoUcESZTeomQtDCFleuIHOIk8jm5Kx4cVGIioMllDiQc2IgmXBSWtR4gJGvYiaXs5X60RFEedCiBoRFZbzxUVU3IkKe6JqgyU6MlGwxJQfyHlPbuQcmZl8uFbYE6X+DDU9UWE5n+6JiobtinIZwvPCZD4ASOe0qNNOFEUUIaR18B0uSZyDk7K8pL/A0gpNIW0jpd5kDBc5K4qQ5UpFO0eWg6wKgGgYLKFFlFcCfA9C9TCZmQwcW4oFV3gNnCgbTlo5Uaqcr5ETFfjS0dEiyrZtGPpDr5iICnuiTAOWpYIcwp6oaE6ULucTAIp+EM2IMh2kdJy7H6Xz+X5UzpexpRgKy/kquifKgqVEFAAExWI4IwqGEQ7bDdRaZoqvOYSQ1kERRRKHoRL1GIYRulHDkxRRhCxX3EAFQVgp5JQTFZbzeQ3K+QCgOhEm8xm5bBgJXlvOJ7+Ztg07JV/ao4jzKJ3PyURzmaqlYk2ohKE+6Ik7UZ5O5zMMWKYSUcH0cj4bWdMI31BM+EE0IyqVg6PWdX0RDtvVhlzDcr5YxLmRSoVlesHkZCiinFQ6TCEMYq4WIYS0CoookjgctNuYKOacIoqQ5YorIhEVpfMpEVWNiSg7BVjKWalMIlAzosxMXET5kYhSeQ62E+uJ0uV8ZT0nyoZpWnDUkNpqqVQzI8qwDbVWTEQplydlGjBDJ2paOV/ahmEYUcy570czopwcHNUH5cWG7er8iUYiyo0N2wVQE3MenxFlKnGme3AZLEEIaSUUUSRxQieKoRI1MOacEFLVtomVqkvn0xHnBUe5ULGBu0Kl6ZnZmIgSHvSwXUOJEpnON3NPFACk1MDdSsyJchwHUKIEAWIiKh5xrtL5fClkJpXYKWSkoxYO3PViTpQTOVGeL8KeqECLqFQqLOdr1BMFIIo5n5wMe6KcdAaWEn3xtQghpFVQRJHEGVFOSy/jzWsInSjGnBOybKkK9Y6/Jp3PQyACFD3p8OQcKVbiMec6nc/IZmIiyg+H7SKQgiI+J8qr+BBC1PREAdGQWrdUqhFRhnKJjAYiSg7b1UEOtU5UXpUl5lVC35TvA9XIidIBQ34gop4otd9DpfMBqIk5106UE3OigsCAAIMlCCGtxW73BsjSY0Q5UT05p807WVj05fWsKJbzEbJccYV2opyacr5iLM0udKJSkRMVqEhyM5eDY2kRFYRzogyhlrUdOLonqhoAXgDocjclSuKzoqpKd8R7ouJOlA6ASBnRnCg/KMH1A1RUv1SHcow6lFia9IJIRKXyoRMVBCKaEzWDiBKBgFuOhu0CteV8VXWbk4mcKAAQhgmTThQhpIVQRJHE0YN2OSOqlh4log5SRBGybIk7Ubqcr1j1w2Q+y7CQ1r1QsXK+YFK6NFahANuUL91SkKlyPqGdKCcs5/MqfljKBwCGo0VUVM5XEVLVpNNpQDtRMGCrJis/1hNlxXqidKgEIIMlAKCgZ0X5fjjfCumOsCcKQFTOJxqLKDc2AiLsiSpEs6Kq6sO5VDYHMzZCQxg2DKbzEUJaCEUUSRxdzkcRVUsvnShClj1V7UTZ6VB8FKteTby5YSjRES/nm5JlbGYuH5bzCQAi7ImKyvlSal234kOUo34oQ5XSaSfKLZVQMeRa6XQ6CpYAYAstomIR57bqTfKLmFD9UGnbDJ2mgnai/ACoTobPQd8PAH6YXSFvM1Ip5Gwp6opuEdWSKj00DVgqfc+KO1ElWVKYymRhxcRZYFoMliCEtBSKKJI4oYhiOl8NWkQNU0QRsmypQtfdOWEZ3GQlElFhKR9Q40T56rph5iMRBQCBoeLLVYuzadthL1G17NWFSgC1TlRVhTrUlPMBsIXcp57B5BgGbEuKGc+bxFQ1GrSr0U7UpBdzolK1IspTusdX+zUcBwUV5z7lTqGqxJmTtUIxaebl/cHUJKqlrHoOWSkKDQBCO1EsISeEtA4GS5DEGZnS5Xx8QYvTy4hzQpY9LqJyvoJyjCbKXpjMF4ZKANGsqMokgikpssxCIeyJAgDf0D1RMScqG4koPSPKjIsoFSxRLZVQUWl36XQaMCNnx1FiL1D9VE7cifImw2Q+7aYBsZ6oGieqA5ZpwFJre2E5XySi8o4UZ5PuZNQPFVu3JuJcpRSmslkYhgFL91uZFkw6UYSQFkIRRRKl6gVhYhPnRNWi0wpZzkfI8iVyoiIRNVXxwmCJxk7UOIJJJaLyedhGJDB8KJGkRIll22Egg1v2wxlRtU6UFlHFGhFlmEYopLRMC2LBErYl9+b5U+F1vpCud6ImvNqeKABhX1RYzmfEnCin3onSQlA/Z0BGnFdKRXW/FJumjjk3bEacE0JaCkUUSZRR5bKYBtCZoRMVRztRI8Vq+OkuIWR54cbK+Qqxcj7tRGlXBkAkoqoxJyove6Z0SZ9XV87nhCKqWvYhqtGgXY0WIPFhuyklQHTMua32KUInyoQdd6Iq9U5U3tJOlA9UlBOl3DRd0qdjIwJIkWSkIhEVd6KcuBNV0OV8RVRV1Lt207QTJUyLwRKEkJZCEUUSRZeqdedSMGOlISTqEQsEMFbirChCliOhD23aoYszWa4NlghpWM4n79ciyjfltcRSosS0rKicr+RFTlSqgRNVnlbOB4QDdx2hRZQsP7QNwAqdqMkwna+jppxPz4mqDZYAgJQWUbqcz1AiyrLCEsaZnSg15HdqCm4pKueTf8aYE8VyPkJIC6GIIomi+6G62Q9Vh2OZYRM2Y84JWZ5U9WdLphP1RFVmEFE1EedSlOjSNt0X5alhu6YRE1GhE+VFg3Yz9cES08v5AIQJfWFhnA4TNIzQifK8yTCdL19TziffUshyvnH1HDrVfuV9nu61UiWJhm03LOeLO1GWdqIalPPVOlF83SGEtI6WiKjrrrsOGzZsQCaTwVlnnYW777571uP/5V/+BZs3b0Ymk8Ezn/lM/Pu//3srtklmQQiBXSNF/OTBffjuPbtQdv2Gx+lkvl7GmzckjDmfIVyi7Pr44X27ccfDg9g1UoQQLPsjZCnh6vjyaeV8jUVUPOJczZHK1zpRnu6JQtQTpdP5vGoAX7nejXuiZi7n03IkLOczjNCJEqKKybIUX4VMvRM16Qf15XxKnHmGdo7UfuwoWCIQAaZUlHujnqhgagrV8sxOFIMlCCGtpOkR57feeisuu+wyXH/99TjrrLPwxS9+Eeeddx4effRRrFy5su74X//613jLW96Cbdu24TWveQ2+853v4Pzzz8e9996Lk08+udnbXfb4gRRLT+yfxBP7J/GnA5Phz+PlaLiiLwTedMa6uvNHYuV8pJ7efApPHyzOGHP+w/t242+/+8fw9460jWes6sDm1R04fqAD6/vy2NCXw9ruLGyLRjIhi42qFlGmjQ5bzXsSwGhZBjHouG8AoYuDyjiCKXms7g/SA3d1T5SpnB3TsmqS7byiTudr1BNV70SF5XwIBzrJ300Dth0JvHFVVtfRoCdqwvPryvkcU5XzGdOcKMdG1s7CNEwEIkCxqERUpkFP1ORkVM6XUcESNU4UX3cIIa2j6SLqmmuuwaWXXootW7YAAK6//nr827/9G2666SZ8+MMfrjv+2muvxStf+Ur89V//NQDgk5/8JG6//XZ86UtfwvXXX9/s7S5pKp6P4akqDk5WcXCqin1jJeweKWHXqPy+e7SEfWNleDOEHtimgZRtolj1Z0yY07f35llW0Ygw5nyGv9/QZHS7YxmYqHj4/dMj+P3TIzXHWaaBo3qyOLo3h6N6cljVmcFAZxoDnRmsVN972ZdGyIKjGnOiMrYJyzTgBwJjKs0ubzfuifKn5LVDuzI6oc81pUiywnI+G5ZjwrJN+F4Av6SCJzKzR5yHTpRO59MuuHo9sA0DhmHBsnJq2K4UO/mZeqJic6IAwFYOlwp4R2DK6ArDtmEYBvJOHhPVCRRLcl0n0yCdrzgVK+dTTpQVOVsMliCEtJKmiqhqtYp77rkHl19+eXibaZo499xzcddddzU856677sJll11Wc9t5552HH/zgB3N7bC/AWNFF0fVQrPooVX353fXhegG8QMAPBLwggK9+lr8LBELAAGAYBgwDMA0DBuR3xH83AQPRMfJLnmfq20z9e3TbrMfH7zflJ5SeL1D1A3h+ANcXcP1Afcmfi1UfUxVPJjxVvPDnqYqH8bKHg5MVHJyqhjXshyJlmzimP49NKwvh17ErCjhmRR4f+d4D+O69u2Y8d6SoZ0TxE8FGHO7A3QvOWIdPnn8ynhyaxKP7JvDw3gk8sX8SO4an8PTBIipegKcPFvH0weKMa1imgc6Mje5cCp1ZB91ZB11ZB9052YuRdSxkUxYyjvySv5vI2FY418U0DViG+ll9t9S/aSEEAgEEQiAI5Hehf1f31RwTO672WH1u9LMfzH5/IADLMGBbBhzLgG2a4XfLMuCo37MpC7mUjVzKUl82Hhuc4MDjJjI1OdHuLSxoXO3wmI4UDykL42UP41VVzpeqL+cT5QkEU3Io7nQnyofuiVJOlBIyqayF0kQAP3SiGkec63K+yIlSPVFqm4YAIAQcJf4sqwDfL2KyLM8rzNgTFc2JAgBLOVF62C4ME8IwYdjyfC2iyqqaocaJ0uV8k/FgCeVEKdEnDAtGmq87hJDW0VQRNTQ0BN/3MTAwUHP7wMAAHnnkkYbn7Nu3r+Hx+/bta3h8pVIJP0kDgPFx2cz67E/eDjOda3jOcsYyDfTlU+jNp7CqK4O13Vms7clibXcWR/VksbY7hxUd6XAw4lzRTlQPZ0Q15HBFFCDF7OZVndi8qhOvOzW6PQgEBifKSkRNYc9oGfsnytg3VsbgeAX7J8oYmqzCDwRGim4obAlpBUFlZmFPgKppSAfGlKKmI+NgvOxhUomOGidKCRBRngQ8JZK0ExWW82kRZcKAAVOt62RslCZcBOrDs9qeKPnaWCmV4Hny/jBYwtQR5zEC+aEFANh2AdXqfkyU5ePGRVSHmhNV9DyI6qSUi9PmRHmxl5bAdABLnq/DJSo6nS/uROlyvlKpvifKiokolvMRQlpI08v5ms22bdtw1VVXzXi/YxnIOvIT6GxKftru2CZs9Un79O/6E3cg/sk6AESfrAsg+lkAArN/Eu/P8El9/Sft9ecKId9My0/cTaQsE44V/S6fn41C2kI+LSNz9fdC2kZHxkZvPoW+Qhr9hRQ6M05TS7wYLDE7WlzOZ+CuaRpY3ZXF6q4snntMX8NjXD/AwckqxkouxkouRovRz2MlFxNlDxVPOrQl10fZDdR3+eUFAkEQ/dv1w5+j76ZZ76ZahiF/NmudVQMI/98yY/fXurC1rqxlzny/AQO+EPB86Sq7fgDPF3ADeZsfCFQ9+ZyKVR/FqgfXj8pUs46Fjf35hn87Mj/csoWd7d7EAqdi2cio15lw4K4nnaianqiUFCCB6hMCADMnBZAWUa4ZfUhiGQ5MJWS0CBEVX1ZONHCiglhwjS7n005UOh5q40dOlB64O1VVw3ZjjlHelm5Txi/D0POwdDmfet3R6XyAFFGGEzlRAOCWPQBGYyfKMBD4fs1zCEWUaTFYghDSUpoqovr7+2FZFgYHB2tuHxwcxKpVqxqes2rVqjkdf/nll9eU/42Pj2PdunX4rw+/FKv6e8JYVZIsM2XGDRcZcT4bPervMlM6X1I4lolVXRms6so09XEWE7r01Q9E6AiS5BkfH0dXfbsriVG2UtD/Z2oRUlTpfDk7VkGhyvkCVwoFM5eDocriwp4oxPoo7TQMJXa0CBFVKaKMmmAJKUCEElyWZcFWZXVhT5RhwjYBLwAQCK2tYKmY88myD8Co6YnKmTIjsMOXzwWGBTjysaIgHAOmbSDwBHwrFZbzaSfKrQQArNqeqFQKhuPAE6qjyjDgZFR5o1o3MEw6UYSQltJUhZFKpXD66afjjjvuCG8LggB33HEHzj777IbnnH322TXHA8Dtt98+4/HpdBqdnZ01XwDQlXUooNrAqHai+Ca1ITq1cPQQw3aN5pmFyxbHMtGVdfhvk7SdshV9yKSdqJIvyyBrnCg7DVgp+FX5WmZ2d0V36XI+0wg/DnXs6EOTsByuKoVH3IkyTQt2Og2hSumySlQBCJ0oAybSyllyAhGKM9uSrtCUWjdezmcYBgq2iW5XzYjK9oQXM13OByFgOqraw0rDUEJOO1F+Waj9137Ga+bzcNVrejqXC8sWrZpyPjpRhJDW0fRyvssuuwwXX3wxzjjjDJx55pn44he/iKmpqTCt76KLLsLatWuxbds2AMAHPvABvPjFL8bf//3f49WvfjVuueUW/P73v8cNN9zQ7K2SBNC9Pow4b0x3Vr55GmWfEiHLlpIVC2NQIqSiRFTNnCgASBXgq9AJqzMSUZYSER4gX8k96URpHC1CPFn+Fk/nA2RCn573FxdR2okyDSmipqoBrCA6TztRuiK5Y5rYKVgWuj0VKpHtju1XfagZALZtwkOAIBU9bjgrSq0bnxMFKBFVlf1QmXwkNI2YiDJzWRBCSKtouoi64IILcODAAVxxxRXYt28fTj31VNx2221heMSOHTtgmpFj9LznPQ/f+c538LGPfQwf+chHcNxxx+EHP/gBZ0QtEGZzSFw/CBMA+Wl/Y3oOMWyXELL0KduRE9WZtQEEcIWKDJ8uotId8KtSYFmq0gIAbBVp7hmGco9EjYhK51R5niednbgTJe/PQUwqUZKJlf3GRZRjAfBgx8Ze2LbcQ1GVGMbL+QAporo8ldCY6Q5vd9S6hhDQT9+PiagO1f8lqjL91pm2rlkowB2Xox7SMREVT+czMyxfJoS0jpYES2zduhVbt25teN+dd95Zd9sb3/hGvPGNb2zyrkjSaHfFMGQ5JalH94qNlVz4gTjiFERCyOKlYlpwBwcRFIvoyqYAM/pQRfcGhaQ7EFQPAACsrk7sGS3B9QPY0JHhBmCbAHzYZgoTExOoVCrI5B1YgA5Ur+mJAgAnk4UoycfNZrOYHCnDcwMINQzXgIV0SpXMCQAT+4DyOBynG15gwfXl4xemiyjbRLcWUdlulCv7EPilKNBIALathI+dxtToCMqTk+hKd8EQBgwvimiPEy/nyxQ6sL+4H0W3WBMsYWTpRBFCWseiT+cj7UE0SJbQ/VBdWYfiYAa6s9KJEgIYL7l1UfCi0R+WELKkqA6a+NMrzoOoVHDim/8nDHMFANnnlLKmufjpjrAnaghpvOnzd6LqBzjzdDnaQ4ooeb1102lce+218DwPz9x4FmxDOVMGYKRqe4TT2RzEmCwTDKomvvV3v4HvBXjlcQWkEXeigGdOPAL8w58BbhG9Z74OZTNyvPKpWrHTYVlhT1TVCnDXXS9FEFRQqfw9AAcIBFJqvxNpC//nf10Kt1JG57mnwYmtm6pzovJwVY9W2fbw6u+9GmW/jA+MbwOQQ2CYdKIIIS2FyQskMXQ/FAftzkzKNsNPbmcr6WOwBCFLl9TdAkLNNzzmB/+EDm8UQAMXClA9UfKl+r8Gq6j6skFpx0EpgDw7DSgdsz9nh3OfHt5xDwwVf26krDAYQuNks4AKdTi4owzfk+sO75P9TJblwFGDe/9/g98EXFlS2HXvjxGUVCCFY8VS9yQF20SX6okaKT+KIJDPc6r0BAD5pkMti13ZEtyKLGOcuPN+FIoqttw2YDm160onSp744NRjKPvyvCdGHgWggiUoogghLYQiiiSGHuraw3jzWekOY84ZLkHIcqNQFEjtlILFyOVglYt43u4HATTohwKUEyUF0A7Xhm3KWWm+K9fwLAewgApcjOuUPseB53soZ4YA1PdDAcqJUqKkMiZgmAYM0whFmO2kkHJMFFDE8yd/pxbOwfCqWH1Q9W+l64tZ8lZUzlcUwzAMC4ZhIYC83jlCiighXIxZsifLSWcgPB8b98p49+kuFABYhUJYzrfPOwDTMGEZFjwlpuCkw/h3QghpBbzikDkxm0GinRU6UbOj/z6jDJcgZNmxaa+AASB17LHof/e7AQAv3PUYgChcoYZ0AYErX6onU1n82Slr8KpnroatSn89KwVhAfvNMcAAent78eIXvxgAMJWWvVRGtl6UpLLZMOLcEDY2PXsFNp2+EoGaxWTbKTi2iVPMP8FGAHQfDbzkowCAdcNSJHU2WLcjFizh2iZW9L8CAwN/Fr542DBgWQKBtw/CAAp9/XjBWy4GABy1X66XytWva+YiJ6riBDjnqHPwuk2vgyFkwqBwGG9OCGktFFEkMUIRxWS+WaETRcjyZdMeKX6yp56CjnNfBgA4af9e2J5oLKJSUU/UpJPFOZtX4jnre8KGZs9yIEwhRRSAdevW4YQTTgAAlJwxePBhZupFiZPJQqhZU2ZgY/3JfVizqQtCiygrBccxcbrxuDxh3VnACa8BAKwqTiKHMjoz9VUHBdsKnSjPNtDXdw66u86IiSjlRHl7AQBrjtuMTc95LgCgewIQooJ0A3EWD5aoOAFeeNQLcdrK02AESkRxRhQhpMVQRJEjQqA+AGEk7IliOd9szOZEMVeCkKXN+v3ye/aZz0Lq2GNh9PYi7fvYtBfocBo5UTERlcrhhZv6sXl1Z8yJsiEsgSFDCpe1a9eit7cXhUIHhCHF1fQZUUBtOZ8hbKw7sQ99awsIIEWJbcuB9Seb2+UJa08HejZAdB0FCwKnm4+hs8G6BctEt6udKAN9fS9EobAZQpXa2QAsM0DgDwIAVm06Hp39K9C5cgAGgMDbDTtb/9bEjJXzVZ0Az1/zfBzfczysQA2xsvnhHSGktVBEkcQIe6LoRM2KdqI4cJeQxcV1112HDRs2IJPJ4KyzzsLdd9895zUGRqT4SR2zEYZhIPec5wAATnpaIGM16okqhD1RfQN96MmncPxABxwlolzThjAFxg3ZX9Tf3w/DMLBxwwYAwB5zBHDqxY4s55O3d/UUkOtMoXdNHoEqjzNNG7ZtYr0hxQ76j5PfN7wQAHC2+RAK6fpPfQp2VM5n5dcgnR5APr8JQgVb2ELANgVEMAoA6F1zFADg6JOeBQAI3J0w00HduvFgic7OXqwurMYxXcfAVPsN7PrnSAghzYQiiiTGCNP5Dovu3OEM3GU8HyELiVtvvRWXXXYZrrzyStx777045ZRTcN5552H//v1zWmeFTP9Gav0GAEDhTCminrFLwDHqRZRIFeBX5Ev10cesASCHmeeUZigJCx58TCgR1dvbCwBYv2E9AGC/MYbAqr+epLI5CEt+oLNybQ8AIJ1zoCr8YMCGYyMSUb3HytvXPx8A8GzzceRTXt26HZaJPncUAJDpOQkAYNsFmJYMjTADDyZ8CF8e07NaPqejTjgZABB4eyFSft26ZiGPqoo4Xz+wSa5vZ5A35fXUY6gEIaTF8KpD5sRs0dsMljg8euhEEbLouOaaa3DppZdiy5YtOPHEE3H99dcjl8vhpptumtM6pgA8B7BXytlQ2WdJB+bYvQKWqB8WGwQpCDXY9rjN68PbO9SspTJMTIoiAkPAFAY6OzsByLI+ABgyJ+A2uG6bqVQYcb5mw4rodke6SyYs9IqDyBguXFhA1zp5wNrTAQAnG9tRcCp163bAR49yorIrTg9vN+xIRAXeBKDS+rpWDgCQZX0AIPz98Kz6dZHNoqrcpuOPOjm8WYsolyKKENJieNUhicGI88Oj57CcKELIQqFareKee+7BueeeG95mmibOPfdc3HXXXXNeb6InmtuUfsYz4JkGOspAfn/9NcEtSlEjbOCZx64Kby8od6koDIx7coZTHimYSkysXLkSpjBRNTwMVyfq1vX1y38gcNRx/dHzslWJnrCwqrobALDbWgWoJD+seAbKhoOCUcY6b3vduj2VYQCABxOFFWeHtxu2FIiGcOGW5TG2kYNly9eL3tVrVdCFh1JpV926VdOQn+IJgWeue3Z4e86Q51NEEUJaDa865IhoFICgRUEve6JmZbZ0PuZKELLwGBoagu/7GBgYqLl9YGAA+/bta3hOpVLB+Ph4zZdmvDt66TVTKexcKYfEdv9puG6dfYOyTM9MCxw/EA3jLShNUwxMTPjymDyia69lWegxpCu1d2qobt2JSVmKZ/ge+o+KAi0MS12FAhP9nizl223GnrdpYbstXal15Qfr1s1P/QkAMJzqQqEjcoxgKREVeKiWZZKgZcYe1zQhsrIUcXJsR926g9VRAIDtBzhpZbRuzpB/iEZuGyGENBOKKJIIfiAwVpKioJvlfLPCOVGELH22bduGrq6u8GvdunXhfeMdtS+9T6+R8dxd2w/UrbNjzyQAwMkGsK3ovIISO6UAKKqBszlRe+3thxRR+4v14mzkoCyZMzwXlh2ta1gq1EGY6PIOyvON3ppzHzWPAQCsmXq0bt3U6B/kOaleWFYsdlyJKPhVVKvyOZlmruZcKyPFWnl0T926f1LCKuP5yFiZ8PYsZImfa/AjKEJIa6GIIokwVnJDd6qb5XyzcjjlfLP1nhFCWkt/fz8sy8Lg4GDN7YODg1i1alXDcy6//HKMjY2FXzt37gzvGyvUvvRuXyOFQN/Te+vW2btHluKl0i4QRKl1eVNecIsBUPLltSSLWhG1wugCABwsH6xbd3RYuleGV4XvxQIitIgKTHS58rwD6K459yHIkImVk/XlfKmxBwAA+50+lP1Yyp4WVIELNxRRtUEaTlqGTHgj9WJy+7gUUWnXgygWw9u1iOJHUoSQVkMRReaEMUNq3LBK5uvI2HAs/rOaje68FJllN0DZrU+hIoQsLFKpFE4//XTccccd4W1BEOCOO+7A2Wef3fCcdDqNzs7Omi/NaKH2OvqnNVJsrNi9F8KvvSYc2CdL3+yMD1SiksAs5DklEYmoHGoHzq4U8jHH3TH409YdG5VCxPRdVIpT0R2GElSBgU5XlgEeED015/53IOPOe6cGAa9WvlhjjwEAhlI9GPOix/RVAAQCD9WqejyrUHOubckwDHN8Em61Nlxi94jsz0p7PvxYaWRK6TSPnzwRQloM3+2SRBhlP9Rh05G2YZnyBZ8JfYQsDi677DLceOON+MY3voGHH34Y733vezE1NYUtW7bMea2D02bqbu8to5QCUm4VlT/9Kby94vmoDo0AAOxMAJRGwvuykGKnFBgoKSGTExnE6faySAkbAfyaKHbfDzA5IUWU4XkoT0bBE4FQIkpY6KhKJ2ow6KpZ91F3NUZEAZYIgMEHonMDD2JSluINOT0YiTlcvik/PDICD9WKElFGrYgy/C7AyMEQwIGnnoztKcDoiNx/yvPhj42F96WU2+UZBspeGYQQ0ioookgiDHNG1GFjGAa6szpcovZT3EaBHYSQ9nPBBRfgC1/4Aq644gqceuqpuO+++3DbbbfVhU0cDvvz0f/oFb8C13Dxp1UqsvyPfwzve2TvBHqLowAAO+vXiKi0kB/AVGGGTlQhJqKEL2B6Av2BdKN2794d3je8ewqeIQWH4VVRnpwM7wsCua4BEx0V6UQN+t2x+wUmKwb+EMiSPuy+J7yvWPwT0mW5lz3pFRiNOe2uIcvujCBARTlRQSxYQgiBoGrAtGV55L4nHgvve2r8KaSm5N8s43rwRyMRZVWrai2zYdkiIYQ0C4ookgjaUWE/1OERJfSxkp+QxcLWrVvx9NNPo1Kp4Le//S3OOuusI1pnb0xETaj48SdWSxFVuv/+8L77d41ipRJOTt4HyqPhfSlPlru5wkDVl45P3o9EVFCWt60Q9SJq/9PjCCwpoky3ivJU5ER5rlzXNCIRtceNShGnqh4CAfxBSBEldv8+vG98/H5kytIZ2pUZqCnnq6pPiAwhUK7Kxw6MTgh1u+cGED5gWlJE7X78kfDcB4ceRKEkRVi26sEfj0SUUSmptSwMl+oDNAghpFlQRJFEGC3RiZoLUUJf43I+VvcTsjQJDGBf1gvFQyiiVslrwsR9kYj6w85RDBRjIirmRNme7hly5GgEARREFiJQc6WUiOrzpduzc0c0e2n/U+Pw1UBbw62gEnOiqq4UOI5RhhPI6/p+vxNVT4qjcbXuH8UG+Ti77g7PHZ/4IzIVKZx2pQcw4kblfGWh912FrwMyzA54rvy5WlTH2tLZ2/NEJKIeGHoA+ZKMMs9WvZpyPpSUiDItOlGEkJZCEUUSQYuBriydqMOhmwN3CVmWTOQAzwRKnnzzP1aRguDJVTKpznv8cQRlKWSe+NMe5JRYcnLeNBElj7FUrHkaDkyYEFUpYgIlSrqFSugbHkKlItfa89QIhCnvN90qSjER5SqXKGVKcTcucqgghcmKPF73vz5hHwUAMA5uB9Tcp8mR/0bKlWppZ2Z1TTlfRQVhZKq6b8mGYaRQLcl1y1PyNcTPdMu19h9ASfVqPbj/j8hXtIhyEcRFVEX2dgnDwsESRRQhpHVQRJE5MVMA0miJ5XxzoUf9nRgsQcjyYkJV3E25si9Ii6hidzeG0x0wAh/lhx7GVMXDpHKPzLwD0wZQGg3XsV01hDeQ4iIj5PegrEWUvLZknCxMPwUhBPbu3Quv6uPgfln2ZhkGjCCoCZZwK1Lk2Ibc3zCkkzWpHKgRJXZEJodSxoQBAez5bwRBBd7BhwEAZTuHMbtQU86nnSjHVT1XhvxDuGq/WkQZORtjOfnz4BOPwQ1c7NojwzZMw0DKD+CPRel8KKm4c4NOFCGktVBEkUQY0z1RdKIOix6VYjgyRSeKkOVEWYmoSVe6PyMV6S51pHrwaM/R8pg/3o97d4xg7YRMpEuvVD1J2okSIhRRtpDXXEfIniGhHCNfOVFGxobtRn1R+7aPwzOlQMqn5XWoMhUr51M9Ro4SUaOQCXoTFXmNH1ZOVHfOxHiHFG7YfQ/Gxu9HdkoKsNHODYBhYCQmokpCOlGOp4Mr5GNXlTgrT8rb7ZyBoW7pmO3902N46OBDyI5JBdaZzcMAasr5REnuUxgmhsvsiSKEtA6KKHJEiGkxcronqps9UYdFFCxR60QJMJ6PkKVMWY1y0k7UqAqL6M304LGedQCA4j334jdPHsSG8X0AgPS6FfIk7UR5ZdiBFCi2Ek8pIV/OQydKOTtWwYHjSjdpx44d2PPYCDxHPnZXPif3pJwo3/Pgqbh0WwmtURVDHjlRqv81n8ZYh/rQbMdvMDryWxSm5GOP9T5Dnqt6ogIhUFavGSm1vgkpwHQ5X0mJqGxHCkPd8pjdjzyE3+/7PXom5eP0dvfJfSoRJYQAwhlXVujqEUJIK6CIIonAdL65oYMlxkqNnSjOjSRkaeKmpZiY7kSt7ujDfSvkENup3/wGdz9xAOu1iFq/Rp6s0/kqE7CUKHFUGZ8dyJdzUakVUanuNJxKNwBg+/bt2PnoMDxblsD1dMl+qbJyoqrlEgLtGBnytlFTiSjlcOlxFis6OjHSLa/34qlfYfTgr1FQ7le573gACMv5pvwgvKhpJ8pS+67qcj4lorq7OrC3Tzpaux5+EL/ffTe6J5SIWrkSAMJ0PlEuw/D1B1EWxquxMj9CCGkyFFEkESIRRSfqcOiZwYkihCxtvIwSUVUlUiqjAIDj+gfweO86TDhZBOPjKP7hDzhh+CkAQOZ4NZNJl/NVJmAr0zoVSCfKVoF3Otpc90TlV+XhBB0wAgfVahW7du6E50ixsXJFPwCEc6KqxSICKIcrFFHSxZrQTpQq51vZNYCpQgaVlAHDLQI77kLXuDzGHXimPFYFS0x4PpRRFhNRct9hsIQSUav6VqDYaWAq48F3q9j54B+xYlTadyuOWg8gcqKCyUkYQj6GQSeKENJiKKLInJgxWELXybMn6rDoyjKdj5DlSJCa5kSVpTAaKPThuFVd+P3AZgDAOx78d3RXp2Ck08g8S4oSTMm5TaiM62BzpJQYMcNo81onyulMYcVRHUhVegAAE/ntCKwqLMvCUWtl+WBpQoqPaqkIoZwoy5AlfqGImuZE9RVy6Og8GQd75LVs41PjyFQCwLRhHP1cAMBBVc43UeNEydu06NM9USW1br4jg5NWnIRdK2Rv1omP59BZdGAYJtZuPhEA4A/Lv5k/OQlDlTWawqQTRQhpKRRRZN5UvQBTKlaX5XyHR0+e6XyELEeEKucLe6KUE9WT7sHLTliJn64/EwBw8sHtAID8C18As0fGiWNKBk2gPA5b9xgpJ8pSs5cCHSwxpSLM8w7WP7MPmaIcYuulpNA49thj0dkvnaipUbmHSnEKAbSIUk6UPS2dT33w05tPob/vJdizSiZldCsXChtfjP68DLIYqroQQmDC88N3G46veq4CKaqqpdpyvmzBwYuOehEeXycff2BErr/upGcit1b+HbyDByGEQDA5CVNoEUUnihDSWiiiyBERz5UYK+nIWqAjQxF1OETDdqsIguiPKZgrQcjSxqkdsqudqO50N9561no8tuYZeKBvY3h438UXAwU5gBalEcCrAMWDsNT9KdVbZPpKRE2LODdzDk56wVrkrF441a5w3bPPPhv5bulOVUtFuJUyShPjdU7UiCUF0URZpfMph6snn8KaNW/CZE83hrtj1/2z34/+lNxTKRCY9AMMu17oRKVUD5Ot9ju9nC9TcPD6Ta9HZUU6dKMA4PTXnA9LiT64claUPzICQ+3XFBbGK+N1oUeEENIs7HZvgCx+dDhCZ8aBZTIR4XDQjl0gZK9B1zQHzwD/joQsRdIpKXK0AxU6UZkerO3O4l/e+zz819mrkXrytxg45STknvMcIAgA0wECF5g6AJSGY06Uehn3qkA6KuPT3828g0JPGn/+oTPwxH1rUEztxbqNa7Bx40YIIWCn0vCqFRTHRlGamECgnB0LSkSlpIjSDpRO5+vNpZBOd+GMM/4FB9f8GIW940itPgvY9DLkARQsE5N+gP1VV4kouc2UcqJSni7jk/ssxURUX7YL//Sqf8LPj78d659O4dgNJ+OY054jn09XF4KxMXhDQ/BHR8OeKFNY8ISHkldCzskl8Z+KEEJmhSKKzBsm882dtG0hl7JQrPoYKVbrRBQhZGmSdqRzMlwahhu4YQlad7obAHDSmi6ctOZUAKdGJ5kmUFgJjO8GJgeB4nAYLJEO1AcyvpytFEy5EIEInSgrL1/m+48qoP+o4wEcHy5rGAby3d0Y2z+IqdERlCbGY+V8qidKiaihSemaH5ySj9NbkG56ofAMFI5/RnxZAMDKlIPJUgX7qx6GXT90otJKRGVcuU5pogohBErj8vZsQT6fTT2bsOmMTcAZteva/f2oahE1MlIjogA5vJgiihDSCljOR+ZIvUMyykG7R4Qu6WO4BCHLh4KjAhoqwxgqDkFAwDZt9GR6Zj8xr2ZFTR4Aigdh62AJJaJ8T5a++ZMugskqEAAwAbMwe2JqrqsbADA1NjqtnE8FX2RkCeDwVBXDxSpcX8AwgJUd6VnXXaFK+g5UPQy7XpjOl1JiL6OG+pYmXFSKHjxXPm6+a/Z17T45K8obOghvdBRmLFgCAMMlCCEtgyKKzJtR1RPVxXjzOaGdO4ZLELJ86LTlm/7h8jAGi4MAgJXZlTCNQ7wc676oyUEpogQAATzZ9RTscgl+Vc5+Cqaq8MfkBzNWIQXjECXWui+qODqCcuhECUz4r8H/G3gd9uekaDk4WcG+MTm/qS+fhmPNvl8toqJyPrmPBzpPxtFwkavIYI3SRBVTo1JYpfM27JTVeEGFrfqivKEDdT1RW07cgo5Ux6znE0JIUlBEkSMi3rrLePMjIwyXiA3cZUs0IUubHlOJqFIkogbyA4c+sSAHzWJyvyzngwAM4NG+h7HRrML1pCgJJl34Y1KUWIdwdYBIRIXlfCIAYGAieDtuPPPvMJ6R5XwHp6oYHJciatVhrLsyJV8PDlQ9OS9Kabnf9JyJ5zgrkStLp6s0UcWkElGF7swh17XVbCt/aAj+6FhYzgcAH3j2B7GmsOaQaxBCSBJQRJF5o9P52BM1N/Tfa2Sq3omaaR4XIWRx0+PLj0pGK6MYnFJOVG7loU/UTtTEXmByf9gT5QkPvu+j7CsnquTBU6LE6jx0dUCuS4qoyZFhTI2OQmhREgCuCCCUMzRR9rBzWD7Gqs5Di52VyonaV3Gxv+oCMUdMeB5Sruy58qoBxvbLdfPdhxZnOqHP3b8f3tCBGhEV+PwYihDSOiiiyLxhT9SR0aX+XlqEEkKWPt2qh8cXPh4ffRzAYYqonvXy+8hTwPiuMJ0vEAEC30c1KEknWwDuXulKHY4T1bVSirOxwX2YOHggDJYAAE8IwDHC1NWH9sp+o4HDEFFHZ+VjP12qYE/FrWmnDTwPll+BpSr3DuyUrlSh+9CiL3WUnBXl7twFb+++GhElKKIIIS2EIorMiUYOCXuijgztRFFEEbJ8cAD0OrJv53f7fgcAWJM/jBK03mPl98EHgNIIrFjxb+B5EBBAVl6gK0+OAgCsw3B2ulfJxx7a+TSKY6NhsAQAeIEADAM9Kpzi1386CABY25M95LoblYh6vFjBYMWtefEQrgcDQE4ts/tROSuro+/Q4iy1XorJ6vbtcAcHw54ogE4UIaS1UESRecOeqCODThQhy5MN+dUAgN2Tu+XvXRsOfVLvMfL7pCwBdJxCeJfvy8Q/o0uW0PkjspzPXnFosdOzWoqo4tgoAMC0o8knrhoEvqpXrrNrRCbqHdNfwKHYmJXC66DrIQDgWPFyPnnN6+ySb0EmDspeq+6B/CHXdY6WIsofHQU8ryY4w/eDGc4ihJDkoYgiR0R8KDx7oo6MbvUmYzQecS74SSohS52jc6trft/YtfHQJ3WsAmLzj+zu9eHP00VUeMyKQ89LynZ0IpWNjusYWBH+7Knr0dre2nU2rTy02Ol2bPQ6UdLe0dl0aEYFrtxvZ3ftfrsHDr1fq5AP+6IAILVmDUwl0OhEEUJaCUUUmTcctntk6AG7ow2cKOZKELJ0WR9LkOtIdWB1fvUsRysMAxg4OfzVjv0c+LIvyOiJrsFGyoLdc+jyOMMwsGJ9JOJWrN8YXoA8pUniIirrWFjfd2gRBQAn5iMn7MRCFo6p3nKo/XZ1RyLLsk30HIaIAoDMM54R/bz5GRRRhJC2QBFF5o12Urqy7ImaCyznI2R5ckb/s8KfT195+qFnRGmOeXH4o3n0WTCU2hFKlNhHRaIlvbEThnV4H8ccffIp4c9rnnFCmKSnnahT13dHe9/Qc8gZUZoX9ERlf8/pyoUBFcKTTtTqddF+Vx3TCcs5vHXzZz83/Dl76mkw9boBRRQhpHVQRJF54QcC42X5gkgnam6EwRIctkvIsuJZPc/A89c8H1k7i0ueecnhn/jsi4H8SmDlScBJb4BlSicnUIl/5kAGmc29MBwTHeesO+xln/nSVyDf04u+o47G5ue/OOwz8pWI2rSqAy8/cQBp28R7zzn2sNd9y+o+rE47OC6XxhsGemGbtaKvZ4WDY09bAcs2cfqrNhz2ul3nnw979WqkNmxA1+v+LBSLAUUUIaSF2Ic+hJCI6Z9rxl2ULgZLzIm4EyWEgMHhUIQsC0wrha+c+xV4woNjzuG62b0OuOxhwDAB04RlWPDgIVCBCpZtofviE4FAwDhMtwgAOvr68e4v3yz3Zlp1TpRtmrjh7afDC8Rhu1AAMJB28PuzT5R7M4zQMdLlfIbt4Lx3H4fAF7Dsw1/X7u/Hpv+4Xa5hWXSiCCFtgSKKHBFCxevqUr5C2p7TiyuJgiW8QGCq6qOQtsG3AIQsA0wbhmHAMY7ggycretm2DOlEiUCKKNOy5Icxh1nGV7Ml04r9opwddUGyDUPu9wjWtWIfDmknCoEWUXK/lj33dQ0r2q92zuhEEUJaCd/1knkRzoiiCzVnMo6JlBKe0/ui6EoRsoQxk/n8UpfzaRFlxIXQPDCmOVFHoJ0aEvVEKRFlJbNfOlGEkHZAEUXmxRiT+Y4YwzCihL54zDkhZGmTkIiyDbmOTuczExIl2onyw8dJRkXZ08r5YCfzd2A6HyGkHVBEkXkxWlKDdimijggm9BGyDDGTeem1TAsQCOfLmQmtW+9EJSOiLGtaT1TC+2U5HyGklVBEkTkx/bU0mhHFePMjoTvLhD5Clh0JOVGmYcKI6YakyuNgSm2mnajEyvmM2p6oeH/XfAjL+ehEEUJaCEUUOSLUB5SRiGJP1BHRPW3gruB7AEKWPgmW85mxa4aZYE9UUPM4CTlRpgEIAcOPgiWSgE4UIaQdUESReaHL0FjOd2R0spyPkOVHgsEShogEjplUQqppwI/ppuR6okyYsQzSxIIlLAZLEEJaD0UUmRc6EEHHdZO5of9uoyznI2T5YCQjHizDqnWiEgyW8GPvDhLriTINWEHM40o4nY9OFCGklTRNRA0PD+PCCy9EZ2cnuru7cckll2BycnLWc2644Qacc8456OzshGEYGB0dbdb2SEKEEed0oo4IBksQstwwEguWsE27xolKMqgh7kQl1RNlWwZM4Ye/J+VEheV87IkihLSQpomoCy+8EA8++CBuv/12/OhHP8Ivf/lLvPvd7571nGKxiFe+8pX4yEc+0qxtkXlioPbVlD1R80OXQY6VGHFOyLIgIRcKkE5UTbCEkdBLumXAa0I5n2UasOKNnwlHnLOcjxDSSpK5gk3j4Ycfxm233Ybf/e53OOOMMwAA//iP//j/tXf/wVGd9R7HP+fsJpv0lgRzDQQuAUpRfrTSUlqYoFdAsEQYR+51VJzaAUVqHVCYMjrhL3B6Z1JnGDtamZaOCjPaDtp2qB1/tGIRGJEWDGQMFRipiBRJsaVkaaApyT73j81uNiEJ2c3znLPZvF8zOw3J2ZMvp8t59rvf5/k+WrJkibZs2aKxY8f2+rz169dLkvbu3esiLFiUGqq61kQxnS8XPStRRrwJAAqapfVQUrI7n99ZifIjEWubdHuep0TGuWx92hrxPPmmazqftUqUx3Q+AMFzUok6ePCgRo4cmU6gJGnRokXyfV+vvvqq1d/V1tameDze7YHgpNdEMZ0vJ12b7TKdDxgWLCZRyel8nae11JkvebKu6XxRT9aSs2Qlqms6n61pjWy2CyAMTpKo5uZmjRo1qtv3otGoKioq1NzcbPV31dfXq7y8PP2orq62en70LZEwXZUopvPlJHXdeiZRlt6zAMg3lhIHqbOxRCJ5s7C2R5TUI4mydzOKRjIaS1isnKX3iWKPCAAByupuXldXJ8/z+n2cOHHCVay92rhxo1paWtKPs2fPBvr7h7PLbe1KzZ4oI4nKSWo6X5zGEsDwYLESlWxx3nlai8mZl7EmyreYREV8X35nomMz6fOoRAEIQVZ38w0bNmjlypX9HjNp0iRVVVXpwoUL3b7f3t6uixcvqqqqKusg+xOLxRSLxayeE33LHE9bOqsnpUURlRRZ/BR0GEmtJbvc1q72jsQNjgYw5Fmcdhf1urrz2a5EJTKm89kSzZzOZ6mphJRRiWJNFIAAZXUXq6ysVGVl5Q2Pq6mp0aVLl9TQ0KBZs2ZJkvbs2aNEIqE5c+bkFinyizF6h/VQg1ZW0vVPMP5eu5iNAhQ4y5Uo30UlyvfU0fmJmc3pfMk1UckPi2wmfT4tzgGEwMmaqGnTpqm2tlarV6/WoUOHdODAAa1du1bLly9Pd+Y7d+6cpk6dqkOHDqWf19zcrMbGRp06dUqS1NTUpMbGRl28eNFFmBik9B5RTOXLWTTia0Qs+aYq1aQDQAGz2OLc9/x0JcraRruS5Cm9JsrWRrupc6WTKMtJn0R3PgDBcrZP1FNPPaWpU6dq4cKFWrJkiT72sY/pySefTP/82rVrOnnypK5cuZL+3hNPPKGZM2dq9erVkqSPf/zjmjlzpl544QVXYWIQUm/6SaIGp6yXDXd77scFoEBYns6XrkTZXGPkd62JslqJymwsYXE6n8d0PgAhcLJPlCRVVFTo6aef7vPnEydOvK6TzubNm7V582ZXIcGyeHqPKJKowRh5U5HOXbqaruwBKGCem8YSNis7inR157P5SWvU79onyup0vgiVKADBc1aJQuFrYTqfFXToA4YRi5WoiBfpms5neZ+ohItKVMaaKEXtr4miEgUgSCRRyEpqODUiibJlZMaGu7wFAAqcq8YSlqfzuWgsEe3WWMLidD5anAMIAUkUcha/2i5JKishiRqM8tJkm/OeG+4CKEAWp91Fvai8RKoSZXE4z1gTZbWxhO87aSzh01gCQAhIopCzdCWKNVGDUt5bYwn6SgCFyWIlyvf89CBudfNav2tNlM19oiK+0muinDSWoBIFIEAkUcgZ0/nsSE/nu0qLc6DgWUyior67SlRH5+lsVqKimZUoB/tE9WxWBQAukUQhZ6kkqowkalBoLAEMI5YbS6TWRNmuRCXSv8NuYwk/4a6xBGuiAASJJApZ8bzUJ35S/L3OJIo1UYMysjSjsQTvAYDC5tkbdpMtzt1052tPN5awd9pkY4kOSZJnMV6PFucAQkAShZwxnc+O3tZEAShQNrvzeW6682VO53PV4tzJdD4qUQACRBKFnHQYo8vvJbvzkUQNTnl6TVRGY4mwggHgluUkKlWJstntzvPVtdmu7el8qXK7g8YSVKIABIkkCjm5/F7XG/6yUnuD4XA08qZki/OWq9dk2CkKKGye3X2iPFeVKCfd+TKm8zmoRJFEAQgSSRRyktojqqTIV8ziAuHhKFXJe789obZriRscDWBIs95Ywn53vswW53a783mKdDaW8Gw2luhcE2VIogAEiCQKOWE9lD3/URxRtPOT1EtXaHMOFDSbm+360QAqUW4227WZTDKdD0AYSKKQk0skUdZ4npe+jpdoLgEUNtuNJVI5ieXufB3p7nyWK1E0lgBQIEiikJM4SZRV6eYSV5LX1eL7FgD5xGYS5UfkyUVjCS+jsYS103Y2lkjtE2XvOvi0OAcQApIo5CS90S57RFlBm3NgmLDdnS89O24oTOdzU4ny2GwXQAhIopATKlF2pa5jnCQKyCv/+Mc/tGrVKt1yyy0qLS3Vrbfeqk2bNun993Ncv+iqsYTlpMRZEuWisYRPYwkAwaM3NbKSGk/bOwerMpIoK6hEAfnpxIkTSiQS2rZtmyZPnqxjx45p9erVam1t1ZYtW7I/oWfvs8vMFuee9TVRnb/D4nS+aOZ0PieNJaydEgBuiCQKg0Ilyo7UtMh2PkkF8kptba1qa2vTf540aZJOnjypxx9/PLckyuJ0vqgXTW+260dsr4my31jC1XS+rhbnZFEAgsN0PgwKlSg7eiajHp0lgLzV0tKiioqK3J5subGE77wSZbE7XySzsQSb7QIY2qhEYVCoRNlRVso/RWAoOHXqlB577LEbVqHa2trU1taW/nM8Hk9+4dldE+WiEqWImyQqc58oL2LvnkdjCQBhoBKFQSGJsoPrCASrrq5Onuf1+zhx4kS355w7d061tbX63Oc+p9WrV/d7/vr6epWXl6cf1dXVyR/YbCyRUYmyuU+U5ymjsYS10yrieYokOjr/YO/tB40lAISBj78xKLz5t4NW8UCwNmzYoJUrV/Z7zKRJk9Jf/+tf/9KCBQs0d+5cPfnkkzc8/8aNG/XQQw+l/xyPx5OJlOXufJ6D7nyupvN1XxNlsRIVoRIFIHgkUchKamPHFKah2UEyCgSrsrJSlZWVAzr23LlzWrBggWbNmqXt27fLH8DGtrFYTLFY7PofOFoTZb/Fuf3GEsnufMmArTaWSFWiyKEABIh3wBgU3vzbQYMOID+dO3dO8+fP14QJE7Rlyxb9+9//Tv+sqqoq+xNa786X/NobQGI3YL6njs7TWaxvKRLxFDGd0/lcNJagEgUgQCRRGBSSKDuu684XUhwAutu9e7dOnTqlU6dOady4cd1+ZnIpfdjebDfROZ3PZne+iKd2F935XE/nY00UgADRWAI5K4p4Ki2y+Tnl8MWaKCA/rVy5UsaYXh85sdmdL2OzXdvT+VI7LlnfJyq1lxONJQAMcSRRyFl5aRH7GVkyoiQqLiUwDDhqLGF1Op/XNZ3PahLlefLlssU5m+0CCA5JFLKSOZ5SPbHH9z3dHGN2LVDwhlhjiYjFD3eika5KlOdgTZQhhwIQIJIo5IxmCHaxvgwYBlxttmuzEuVoTVTmZruy2Z2PNVEAQkAShZzxpt+ubpU9pvYBhcnidL6oH01Xomy2DPcy9omy3+K8sxJlc3NgnyQKQPBIopAzkii7uJ7AMGBzOl+3SpTdzXYT6UqUvdN222zXxXQ+WpwDCBBJFHLGRrt2kUQBw4D1xhKp01pMojw5qURFMipRstpYIvlfKlEAgkQShaxkDqe86beLpBQYBqw3luisRNmczhfx1N6ZPLlqcW61EsWaKAAhIIlCzkii7OJ6AsOAo0qU1RbnGWuifJvd+TKm89lsLOGxTxSAEJBEIWe86bcrs7GER2cJoDBZ3mzXd9Cdz1VjieSaqI7O32FzTVTy786aKABBIolCztgnyq7ym7ieQMGzOJ0v6kXldRZ2rK6JymgsYbc7n++msUTGdD5jSKQABIMkCjmjEmUXSSkwDNiczudH0jVrVy3O7e4T5clPJTkWG0v4GXMOyaEABIUkClnJHE/ZbNcuklJgGLDc4txPuGlx3tVYwt5pk40lOjp/h83ph11fM6UPQFBIopAz3vTbRXc+YBiwuSYqs8W5q8YSFnOSzH2iOhxstivRoQ9AcEiikJW29kT6aypRdmUmpRZn0ADIJ5an86UaS9hso+c52mw3szufsZj0+RlB0qEPQFBIopCVlqvX0l+PiFE5sYk1UcAwYHk6X6oSZWz2Is/szme5EpXabDdhM4miEgUgBCRRyEpmEuXbHLRBZQ8YDixWoqJ+tKsSZfF27Pme2lOVKHun7VaJSlic1thtOh9rogAEhCQKWYlnJFGwq6QoouIo/ySBgmZzfyTPd1SJUlclKtH/odlwVYnyPC89BZrpfACCwjs2ZCX+XnvYIRQ0mnUABc5iBSbqdVWijGcxefA8dXQmZTY3/vY8T9FEqhJldyaDl7FXFAAEgSQKWWmhEuVUWUlyvQQTJYECZXFNVLdKlMWkJLOxhM01UZK6pvPZbMkuye/8+1OJAhAUkihkhSTKLSpRQIFzlURZHs3T0/lkNynxZX86n9S1LopKFICgkEQhK++3W5wgj+vQXAIocDb3R/K8rul81s6a1O5gnyhJThpLSF1tzqlEAQgKSRSy8r8z/0uSVHtbVciRFCYqUUCBs5w8eOl9oqyeVh2d0+OsT+dLpDbbtVyJ8qhEAQgWG/0gK//3P7fr3ttG6+Mfrgw7lII0sjOJ8tltFyhMttcCdU4OMJZvGR3p3MzuidOb7XqWk6h0JcrqaQGgT04rURcvXtR9992nsrIyjRw5UqtWrdK7777b7/Hf+MY3NGXKFJWWlmr8+PH65je/qZaWFpdhIgs3FUdVe/sY3VRM/u3CZ2eN039/6INaOmNM2KEAcCFaYvV0bR8o0pVyT0XFMavnnXzN0+SrRqURu28T3qn8L52vGKtIaanV81aM+Q/957ibFYnyARSAYHjGGGe170996lM6f/68tm3bpmvXrunLX/6y7rnnHj399NO9Hn/s2DFt2rRJK1eu1PTp03XmzBk9+OCDmjFjhp599tkB/c54PK7y8nK1tLSorKzM5l8HAHAD3IN7x3UBgHC4uv86S6KOHz+u6dOn6/Dhw7r77rslSS+++KKWLFmiN954Q2PHjh3QeZ555hl96UtfUmtrq6LRG1c/GKgAIDzcg3vHdQGAcLi6/zqbznfw4EGNHDkynUBJ0qJFi+T7vl599dUBnyf1F+4rgWpra1M8Hu/2AAAAAABXnCVRzc3NGjVqVLfvRaNRVVRUqLm5eUDneOutt/Twww/rgQce6POY+vp6lZeXpx/V1dWDihsAAAAA+pN1ElVXVyfP8/p9nDhxYtCBxeNxLV26VNOnT9fmzZv7PG7jxo1qaWlJP86ePTvo3w0AAAAAfcm6xdqGDRu0cuXKfo+ZNGmSqqqqdOHChW7fb29v18WLF1VV1f8eQ5cvX1Ztba1GjBihXbt2qaio771zYrGYYjG7XYkAAAAAoC9ZJ1GVlZWqrLzxHkE1NTW6dOmSGhoaNGvWLEnSnj17lEgkNGfOnD6fF4/HtXjxYsViMb3wwgsqKbHbDhYAAAAABsPZmqhp06aptrZWq1ev1qFDh3TgwAGtXbtWy5cvT3fmO3funKZOnapDhw5JSiZQ9957r1pbW/XjH/9Y8Xhczc3Nam5uVkdHh6tQAQAAAGDAnO6Y+tRTT2nt2rVauHChfN/XZz/7Wf3gBz9I//zatWs6efKkrly5Ikk6cuRIunPf5MmTu53r9OnTmjhxostwAQAAAOCGnCZRFRUVfW6sK0kTJ05U5jZV8+fPl8O9fwEAAABg0JxN5wMAAACAQkQSBQAAAABZIIkCAAAAgCyQRAEAAABAFkiiAAAAACALTrvzhSHV3S8ej4ccCQAMP6l7L51Wu2NsAoBwuBqXCi6JevvttyVJ1dXVIUcCAMPX22+/rfLy8rDDyBuMTQAQLtvjUsElURUVFZKkf/7zn0NiAI/H46qurtbZs2dVVlYWdjg3RLxuDbV4paEXM/G61dLSovHjx6fvxUhibHKLeN0iXreI1y1X41LBJVG+n1zmVV5ePiT+x6aUlZURr0PE695Qi5l43Urdi5HE2BQM4nWLeN0iXrdsj0uMcgAAAACQBZIoAAAAAMhCwSVRsVhMmzZtUiwWCzuUASFet4jXvaEWM/G6NdTiDcpQuy7E6xbxukW8bhFvkmfoQwsAAAAAA1ZwlSgAAAAAcIkkCgAAAACyQBIFAAAAAFkgiQIAAACALAzJJGrr1q2aOHGiSkpKNGfOHB06dKjf45955hlNnTpVJSUl+shHPqLf/OY3AUWalE28O3bskOd53R4lJSWBxbp//359+tOf1tixY+V5np5//vkbPmfv3r266667FIvFNHnyZO3YscN5nCnZxrt3797rrq/neWpubg4k3vr6et1zzz0aMWKERo0apWXLlunkyZM3fF5Yr+Fc4g3zNfz4449rxowZ6Q0Aa2pq9Nvf/rbf54R5f8g23rDvD5keeeQReZ6n9evX93tc2PffIDE2ucPY5A7jkluMS8EKcmwacknUz3/+cz300EPatGmTjhw5ojvuuEOLFy/WhQsXej3+T3/6k774xS9q1apVOnr0qJYtW6Zly5bp2LFjeRmvlNwB+vz58+nHmTNnAolVklpbW3XHHXdo69atAzr+9OnTWrp0qRYsWKDGxkatX79eX/3qV/XSSy85jjQp23hTTp482e0ajxo1ylGE3e3bt09r1qzRK6+8ot27d+vatWu699571dra2udzwnwN5xKvFN5reNy4cXrkkUfU0NCgP//5z/rEJz6hz3zmM3rttdd6PT7s+0O28Urh3h9SDh8+rG3btmnGjBn9Hhf29Q0SY5NbjE3uMC65xbgUnMDHJjPEzJ4926xZsyb9546ODjN27FhTX1/f6/Gf//znzdKlS7t9b86cOeZrX/ua0zhTso13+/btpry8PJDYbkSS2bVrV7/HfPvb3za33XZbt+994QtfMIsXL3YYWe8GEu8f/vAHI8m88847gcR0IxcuXDCSzL59+/o8JuzXcKaBxJtPr2FjjPnABz5gfvSjH/X6s3y6tin9xZsP1/by5cvmQx/6kNm9e7eZN2+eWbduXZ/H5uP1dYWxKTiMTW4xLrnHuGRfGGPTkKpEvf/++2poaNCiRYvS3/N9X4sWLdLBgwd7fc7Bgwe7HS9Jixcv7vN4m3KJV5LeffddTZgwQdXV1TfM/sMW5vUdjDvvvFNjxozRJz/5SR04cCC0OFpaWiRJFRUVfR6TT9d4IPFK+fEa7ujo0M6dO9Xa2qqamppej8mnazuQeKXwr+2aNWu0dOnS665bb/Lp+rrE2JR/huprLx/GJsYldxiX3AljbBpSSdRbb72ljo4OjR49utv3R48e3ee84ebm5qyOtymXeKdMmaKf/OQn+uUvf6mf/exnSiQSmjt3rt544w3n8eair+sbj8d19erVkKLq25gxY/TEE0/oueee03PPPafq6mrNnz9fR44cCTyWRCKh9evX66Mf/ahuv/32Po8L8zWcaaDxhv0abmpq0s0336xYLKYHH3xQu3bt0vTp03s9Nh+ubTbxhn1td+7cqSNHjqi+vn5Ax+fD9Q0CY1P+YWzKDeOSG4xLboU1NkWzOhrO1dTUdMv2586dq2nTpmnbtm16+OGHQ4ysMEyZMkVTpkxJ/3nu3Ll6/fXX9eijj+qnP/1poLGsWbNGx44d0x//+MdAf2+uBhpv2K/hKVOmqLGxUS0tLXr22We1YsUK7du3r88BIGzZxBvmtT179qzWrVun3bt3h7poGOEI+991ocuXsYlxyQ3GJXfCHJuGVBL1wQ9+UJFIRG+++Wa377/55puqqqrq9TlVVVVZHW9TLvH2VFRUpJkzZ+rUqVMuQhy0vq5vWVmZSktLQ4oqO7Nnzw58wFi7dq1+9atfaf/+/Ro3bly/x4b5Gk7JJt6egn4NFxcXa/LkyZKkWbNm6fDhw/r+97+vbdu2XXdsPlzbbOLtKchr29DQoAsXLuiuu+5Kf6+jo0P79+/XD3/4Q7W1tSkSiXR7Tj5c3yAwNuUfxqbsMS65w7jkTphj05CazldcXKxZs2bp5ZdfTn8vkUjo5Zdf7nOuZk1NTbfjJWn37t39zu20JZd4e+ro6FBTU5PGjBnjKsxBCfP62tLY2BjY9TXGaO3atdq1a5f27NmjW2655YbPCfMa5xJvT2G/hhOJhNra2nr9WT6+fvuLt6cgr+3ChQvV1NSkxsbG9OPuu+/Wfffdp8bGxusGKSk/r68LjE35pxBee0GNTYxLwWNcsifUsSnb7hdh27lzp4nFYmbHjh3mr3/9q3nggQfMyJEjTXNzszHGmPvvv9/U1dWljz9w4ICJRqNmy5Yt5vjx42bTpk2mqKjINDU15WW83/nOd8xLL71kXn/9ddPQ0GCWL19uSkpKzGuvvRZIvJcvXzZHjx41R48eNZLM9773PXP06FFz5swZY4wxdXV15v77708f//e//93cdNNN5lvf+pY5fvy42bp1q4lEIubFF1/My3gfffRR8/zzz5u//e1vpqmpyaxbt874vm9+//vfBxLv17/+dVNeXm727t1rzp8/n35cuXIlfUw+vYZziTfM13BdXZ3Zt2+fOX36tPnLX/5i6urqjOd55ne/+12vsYZ9f8g23rDvDz317ICUb9c3SIxNbjE2ucO45BbjUvCCGpuGXBJljDGPPfaYGT9+vCkuLjazZ882r7zySvpn8+bNMytWrOh2/C9+8Qvz4Q9/2BQXF5vbbrvN/PrXv87beNevX58+dvTo0WbJkiXmyJEjgcWaarPa85GKccWKFWbevHnXPefOO+80xcXFZtKkSWb79u15G+93v/tdc+utt5qSkhJTUVFh5s+fb/bs2RNYvL3FKqnbNcun13Au8Yb5Gv7KV75iJkyYYIqLi01lZaVZuHBh+sbfW6zGhHt/yDbesO8PPfUcqPLt+gaNsckdxiZ3GJfcYlwKXlBjk2eMMdnVrgAAAABg+BpSa6IAAAAAIGwkUQAAAACQBZIoAAAAAMgCSRQAAAAAZIEkCgAAAACyQBIFAAAAAFkgiQIAAACALJBEAQAAAEAWSKIAAAAAIAskUQAAAACQBZIoAAAAAMgCSRQAAAAAZOH/AVTzKJ6VKSBqAAAAAElFTkSuQmCC", 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" ] @@ -171,17 +171,17 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Make the wavelet projectors Q^n_k\n", - "Q0 = vp1.WaveletProjector(mra, 0) # P^0_k\n", - "Q1 = vp1.WaveletProjector(mra, 1) # P^1_k\n", - "Q2 = vp1.WaveletProjector(mra, 2) # P^2_k\n", - "Q3 = vp1.WaveletProjector(mra, 3) # P^3_k\n", - "Q4 = vp1.WaveletProjector(mra, 4) # P^4_k\n", - "Q5 = vp1.WaveletProjector(mra, 5) # P^4_k\n", + "Q0 = vp.WaveletProjector(mra, 0) # P^0_k\n", + "Q1 = vp.WaveletProjector(mra, 1) # P^1_k\n", + "Q2 = vp.WaveletProjector(mra, 2) # P^2_k\n", + "Q3 = vp.WaveletProjector(mra, 3) # P^3_k\n", + "Q4 = vp.WaveletProjector(mra, 4) # P^4_k\n", + "Q5 = vp.WaveletProjector(mra, 5) # P^4_k\n", "\n", "# Project f onto the basis\n", "df0 = Q0(f) #f^0 = P^0_k[f]\n", @@ -202,12 +202,12 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -245,12 +245,12 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -300,19 +300,19 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "epsilon = 1.0e-2\n", - "P_eps = vp1.ScalingProjector(mra, epsilon)\n", + "P_eps = vp.ScalingProjector(mra, epsilon)\n", "\n", "f_eps = P_eps(f)" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -321,13 +321,13 @@ "[]" ] }, - "execution_count": 7, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -355,7 +355,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3.9.6 64-bit", + "display_name": "vampyr (3.13.11)", "language": "python", "name": "python3" }, @@ -369,14 +369,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.6" + "version": "3.13.11" }, - "orig_nbformat": 4, - "vscode": { - "interpreter": { - "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6" - } - } + "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 diff --git a/docs/notebooks/harmonic_oscillator_evolution.ipynb b/docs/notebooks/harmonic_oscillator_evolution.ipynb index b6c308e..3cbcdb5 100644 --- a/docs/notebooks/harmonic_oscillator_evolution.ipynb +++ b/docs/notebooks/harmonic_oscillator_evolution.ipynb @@ -165,7 +165,7 @@ "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", - "from vampyr import vampyr1d as vp1\n", + "import vampyr as vp\n", "from vampyr import LegendreBasis\n", "\n", "# Define parameters, final time moment and time step\n", @@ -180,15 +180,53 @@ "# Set the precision and make the MRA\n", "precision = 1.0e-5\n", "finest_scale = 9\n", - "mra = vp1.MultiResolutionAnalysis(vp1.BoundingBox(0), LegendreBasis(5))\n", + "mra = vp.MultiResolutionAnalysis(vp.BoundingBox(0, dim=1), LegendreBasis(5))\n", "\n", "# Make the scaling projector\n", - "P = vp1.ScalingProjector(mra, prec = precision)" + "P = vp.ScalingProjector(mra, prec = precision)" ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "b82e4128", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b29ab03f", + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": 4, + "id": "d087db48", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Help on function BoundingBox in module vampyr:\n", + "\n", + "BoundingBox(*args, **kwargs)\n", + "\n" + ] + } + ], + "source": [ + "help(vp.BoundingBox\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 5, "id": "487dcca8", "metadata": {}, "outputs": [], @@ -236,7 +274,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "id": "04f44589", "metadata": {}, "outputs": [], @@ -291,7 +329,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "id": "defcebb2", "metadata": {}, "outputs": [], @@ -337,14 +375,14 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "id": "50644dd2", "metadata": {}, "outputs": [], "source": [ "def create_unitary_kinetic_operator(mra, precision, time, finest_scale):\n", - " real = vp1.TimeEvolutionOperator(mra, precision, time, finest_scale, False)\n", - " imag = vp1.TimeEvolutionOperator(mra, precision, time, finest_scale, True)\n", + " real = vp.TimeEvolutionOperator(mra, precision, time, finest_scale, False)\n", + " imag = vp.TimeEvolutionOperator(mra, precision, time, finest_scale, True)\n", " return UnitaryExponentGroup(real, imag)" ] }, @@ -402,7 +440,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "id": "c6d5c201", "metadata": {}, "outputs": [], @@ -446,13 +484,13 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "id": "5caca45d", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -463,10 +501,10 @@ ], "source": [ "# Define the initial wave function\n", - "psi0 = vp1.GaussFunc(\n", + "psi0 = vp.GaussFunc(\n", " beta = 1.0 / (4 * sigma**2),alpha = (2 * np.pi * sigma**2)**(-1/4), position = [x0]\n", ")\n", - "psi0 = np.array([ P(psi0), vp1.FunctionTree(mra).setZero() ])\n", + "psi0 = np.array([ P(psi0), vp.FunctionTree(mra).setZero() ])\n", "\n", "# Plot the initial density\n", "x_vec = np.linspace(0, 0.9999, 1000)\n", @@ -489,7 +527,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "id": "4ebf7549", "metadata": {}, "outputs": [ @@ -497,13 +535,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "L2-norm of real part error: 0.00011595685155302059\n", - "L2-norm of imaginary part error: 9.475768012015029e-05\n" + "L2-norm of real part error: 0.00011564811214673988\n", + "L2-norm of imaginary part error: 0.00010326929893996416\n" ] }, { "data": { - "image/png": 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", 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", 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" ] @@ -538,7 +576,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "vampyr (3.13.11)", "language": "python", "name": "python3" }, @@ -552,7 +590,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.0" + "version": "3.13.11" } }, "nbformat": 4, diff --git a/docs/notebooks/helium_atom.ipynb b/docs/notebooks/helium_atom.ipynb index 5ac3bcd..12f4950 100644 --- a/docs/notebooks/helium_atom.ipynb +++ b/docs/notebooks/helium_atom.ipynb @@ -61,11 +61,11 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ - "from vampyr import vampyr3d as vp\n", + "import vampyr as vp\n", "import numpy as np\n", "\n", "def laplace_operator(D, f_tree):\n", @@ -98,7 +98,7 @@ "# Define MRA basis and computational domain\n", "k = 5 # Polynomial order of MRA basis\n", "world = [-20, 20] # Computational domain [-L,L]^3 (a.u.)\n", - "MRA = vp.MultiResolutionAnalysis(order=k, box=world)\n", + "MRA = vp.MultiResolutionAnalysis(dim=3, order=k, box=world)\n", "\n", "# Define projector onto the MRA basis\n", "P_mra = vp.ScalingProjector(mra=MRA, prec=precision)\n", @@ -113,9 +113,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 | E: -0.926649015249144 | d_phi: 0.3803552175031542\n", + "1 | E: -0.9344412060752749 | d_phi: 0.05470015748637381\n", + "2 | E: -0.9258564505810309 | d_phi: 0.030926844510473242\n", + "3 | E: -0.9208761237740293 | d_phi: 0.012612675812520617\n", + "4 | E: -0.9189552143014013 | d_phi: 0.004484318502322963\n", + "5 | E: -0.9182922280859804 | d_phi: 0.0015291730776572233\n", + "6 | E: -0.9180690365273558 | d_phi: 0.0005186545070114168\n", + "7 | E: -0.9179938357564723 | d_phi: 0.0001766760883776427\n", + "8 | E: -0.9179683327798231 | d_phi: 6.051193239802353e-05\n", + "9 | E: -0.9179596305336644 | d_phi: 2.0831520909977717e-05\n", + "10 | E: -0.9179566478385326 | d_phi: 7.217867694012258e-06\n" + ] + } + ], "source": [ "# Loop parameters\n", "iteration = 0 # Iteration counter\n", @@ -159,7 +177,7 @@ ], "metadata": { "kernelspec": { - "display_name": "documentation", + "display_name": "vampyr (3.13.11)", "language": "python", "name": "python3" }, @@ -173,14 +191,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.8" + "version": "3.13.11" }, - "orig_nbformat": 4, - "vscode": { - "interpreter": { - "hash": "a875265825dca88dc0cdca05b35ae15709f7b78b2bf941fac513dcdaf1078523" - } - } + "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 diff --git a/docs/notebooks/helmholtz_equation.ipynb b/docs/notebooks/helmholtz_equation.ipynb index 40f9dd0..8a5f6c8 100644 --- a/docs/notebooks/helmholtz_equation.ipynb +++ b/docs/notebooks/helmholtz_equation.ipynb @@ -85,26 +85,26 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# The Helmholtz operator is a 3 dimensional operator so we use vampyr3d\n", - "from vampyr import vampyr3d as vp3\n", + "import vampyr as vp\n", "import numpy as np\n", "\n", "import matplotlib.pyplot as plt\n", "\n", "# Set the precision and make the MRA\n", "prec = 1.0e-3\n", - "mra = vp3.MultiResolutionAnalysis(box=[-20, 20], order=5)\n", + "mra = vp.MultiResolutionAnalysis(dim=3, box=[-20, 20], order=5)\n", "\n", "# Make the scaling projector\n", - "P_eps = vp3.ScalingProjector(mra, prec)\n", + "P_eps = vp.ScalingProjector(mra, prec)\n", "\n", "# Define mu and make the Helmholtz operator \n", "mu = 1.0\n", - "helmholtz_operator = vp3.HelmholtzOperator(mra, mu, prec)\n", + "helmholtz_operator = vp.HelmholtzOperator(mra, mu, prec)\n", "\n", "\n", "# Define the analytical source term f\n", @@ -124,12 +124,12 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -154,14 +154,14 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "g_tree - g_tree_reference square norm: 0.00044356533974258583\n" + "g_tree - g_tree_reference square norm: 0.0004435653397425903\n" ] } ], @@ -180,7 +180,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3.11.4 ('vp-env')", + "display_name": "vampyr (3.13.11)", "language": "python", "name": "python3" }, @@ -194,14 +194,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.4" + "version": "3.13.11" }, - "orig_nbformat": 4, - "vscode": { - "interpreter": { - "hash": "1b6ee7d088ac15f9e4e30b8ec349c151b4a28c1392dbe2e7155438b22bc99b82" - } - } + "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 diff --git a/docs/notebooks/hydrogen_atom.ipynb b/docs/notebooks/hydrogen_atom.ipynb index 69bb624..0d5e2fe 100644 --- a/docs/notebooks/hydrogen_atom.ipynb +++ b/docs/notebooks/hydrogen_atom.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": { "tags": [ "hide-cell" @@ -92,7 +92,7 @@ "metadata": {}, "outputs": [], "source": [ - "from vampyr import vampyr3d as vp\n", + "import vampyr as vp\n", "import numpy as np\n", "\n", "def laplace_operator(D, f_tree):\n", @@ -124,7 +124,7 @@ "# Define MRA basis and computational domain\n", "k = 5 # Polynomial order of MRA basis\n", "world = [-20, 20] # Computational domain [-L,L]^3 (a.u.)\n", - "MRA = vp.MultiResolutionAnalysis(order=k, box=world)\n", + "MRA = vp.MultiResolutionAnalysis(dim=3, order=k, box=world)\n", "\n", "# Define projector onto the MRA basis\n", "P_mra = vp.ScalingProjector(mra=MRA, prec=precision)\n", @@ -143,7 +143,22 @@ "cell_type": "code", "execution_count": null, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 | E: -0.4902122466039545 | d_phi: 1.460560536940857\n", + "1 | E: -0.4984837962828564 | d_phi: 0.09208143213697764\n", + "2 | E: -0.4996714018498415 | d_phi: 0.03619752206742914\n", + "3 | E: -0.4998944281278605 | d_phi: 0.015144191953259558\n", + "4 | E: -0.49994264552576395 | d_phi: 0.0067584404670294855\n", + "5 | E: -0.49995353135596887 | d_phi: 0.0031533394201301067\n", + "6 | E: -0.49995593341398425 | d_phi: 0.0015119357422929424\n", + "7 | E: -0.49995639175350354 | d_phi: 0.0007374256090294347\n" + ] + } + ], "source": [ "# Loop parameters\n", "iteration = 0 # Iteration counter\n", @@ -174,11 +189,18 @@ " print(iteration, \" | E:\", E_n, \" | d_phi:\", update)\n", " iteration += 1" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3.9.6 64-bit", + "display_name": "vampyr (3.13.11)", "language": "python", "name": "python3" }, @@ -192,14 +214,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.6" + "version": "3.13.11" }, - "orig_nbformat": 4, - "vscode": { - "interpreter": { - "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6" - } - } + "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 diff --git a/docs/notebooks/introduction.ipynb b/docs/notebooks/introduction.ipynb index 80f400a..630f1b8 100644 --- a/docs/notebooks/introduction.ipynb +++ b/docs/notebooks/introduction.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "4169f162", "metadata": { "tags": [ @@ -152,7 +152,8 @@ } ], "source": [ - "mra = vp.MultiResolutionAnalysis(box=[-20,20], order=7)\n", + "import vampyr as vp\n", + "mra = vp.MultiResolutionAnalysis(box=[-20,20], order=7, dim=3)\n", "print(mra)" ] }, @@ -222,11 +223,12 @@ } ], "source": [ + "import numpy as np\n", "prec = 1.0e-4\n", "projection_operator = vp.ScalingProjector(mra, prec)\n", "\n", "def gauss(x):\n", - " return exp(-x[0]**2 -x[1]**2 - x[2]**2)\n", + " return np.exp(-x[0]**2 -x[1]**2 - x[2]**2)\n", "\n", "\n", "gauss_tree = projection_operator(gauss)\n", @@ -244,7 +246,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "vampyr (3.13.11)", "language": "python", "name": "python3" }, @@ -258,12 +260,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" - }, - "vscode": { - "interpreter": { - "hash": "916dbcbb3f70747c44a77c7bcd40155683ae19c65e1c03b4aa3499c5328201f1" - } + "version": "3.13.11" } }, "nbformat": 4, diff --git a/docs/notebooks/multiwavelets.ipynb b/docs/notebooks/multiwavelets.ipynb index d23f6c4..dd595bb 100644 --- a/docs/notebooks/multiwavelets.ipynb +++ b/docs/notebooks/multiwavelets.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 30, "id": "ed5412c9", "metadata": { "tags": [ @@ -91,13 +91,13 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 31, "id": "2d6c7768-22c1-49d0-953c-cc4260aca2da", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -107,7 +107,7 @@ } ], "source": [ - "from vampyr import vampyr3d as vp\n", + "import vampyr as vp\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", @@ -128,13 +128,13 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 32, "id": "b6a62fdb-b382-4e9c-ad0e-f362217a368f", "metadata": {}, "outputs": [ { "data": { - "image/png": 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93eJtAp0CuZF1g68Pf23NoQmCIAgCJsnE5D2TydRl0jPCFQDn7t1JviF/bimQ/1fMiFRQXvkzIgWBiJONE5+2+xQFCv6+/DdbI7dac3iCIAjCQ27+ufkcijuEk8KOhpf0ADh260ZKftNWg1auquoiApGKqWBpJj0xF12eAYDmfs15vv7zAHy872MSchKsNTxBEAThIXYx5SI/HPsBgA/sBkJmFioPD/SBtTHoTag1SnIykgExI1JhObjY4OBqAxKF0SXAa41fo65HXdK0aby35z1MkmiMJwiCIJQdrVHLO7vfQW/S0zmoM03OyrtjnLt1JTlWrtXl7u9AZrLcefeeMyLaTMhOKpMx34sIRB7gv8szABqVhi87fom92p6DsQeZd3aetYYnCIIgPIR+OPYDV9Ku4GHnwUetPiBzyxYAnHv1JjlG/rxy9VFg1OtBobi9mJkkQfRRWP0afFMbdnxhjR+hkAhEHuBugQhAVdeqvN3ibQB+OP4D55LPlfnYBEEQhIfP/pj9zD8nl3Gf0m4K9meuY0xORuXqimOrliTnf145OOf3mHFzR6XWQG4aHPwVfmkPs7vCsXmgz4aY43JwYiUiEHkAr6D8nTNRmXd8b2DNgXQLkauuTto1iRx9TlkPTxAEQXiIpGvTeX/P+wAMrj2YjkEdydi4AQCnHt1RaDSFO2ZsbOQlGmdne/hnJHxbG9a/BfFnQGULDQfD8+tgxBawYrEztdWuXEEU1hKJyUYySSiUN39ZCoWCj9t8zOmk04RnhPPV4a/4uO3HVhqpIAiCUJlJksSHez8kITeBUJdQJjSfgGQ0krlpMwAuvXqjyzOQkSTnixC5CQDn1BNwKr9Xmk89aDYcGj4F9u5W+CnuJGZEHsDNxx6VRolBayQ98c5mfW52bnze/vObW3ojxJZeQRAEwfyWXFzCtqhtqJXqwjzFnMNHbi7LtGxB8qFdADgqU8i9kB+g2JqgybMwYiuM3gutRpabIAREIPJASpUSz/xOvP/NEynQyr8VL9R/AYCP9n9EfHZ8mY1PEARBqPwupV4qLKQ5vtl4wjzDAG4uy9T3RfFLS5L+/RUAL801MtV+ADj3fhse/xmCmlt1CeZeRCBSBDcTVu/MEykwtvFYwjzDSNemM3nPZLGlVxAEQTCLXEMub+18C51JR4fADgyrOwxMRqTz68lcvRwAF/V+SA0n0VQbAO+WHchwkYMVF79gq429KEQgUgSe+QmryfeYEYH8Lb0d8rf0xh1kzpk5ZTU8QRAEoRL76vBXXEu/hpe9F1MajEaxYypMa0DOj89hzDagsjHh2Kwx9J9JonsfALzCqpOZJNcQKc/FzEAEIkVyry28/xXqGso7Ld8B4OfjP3My8aTFxyYIgiBUXhvDN7L80nIUKJiqtcNzZgfY+SVk3CAz1g0Ap+49ULyyCWP9p0nJL2bm4WdHdloqAM6eXtYafpGIQKQICnbOZKVqycvW3/e5A2oMoHdobwySgbd3vk16fp1/QRAEQSiOmKj9fLLrXQBeTEuj9dV9gAShHZD6/0ZGoi8ALgMGA5ASm43JKGHroIb8ZndqG1vsnV2sMfwiE4FIEdjaq3HxsgMePCuiUCj4qM1HBDsHE5Mdw0f7PkKyYqEYQRAEoQIxaOH0cgxzH2HSuuFkSnoa5ml5VWcL7d6E147B82vI0YZiTE5G6eqKY+vWACRGynmMXsFOZCbLZdudvbxRlMME1VuJQKSIPAPzl2fuUtjsv5xsnPi609eolWq2Rm7lrwt/WXp4giAIQkWWeBE2vAff1oG/X2Jm2mlO2NnihJIvW76HZvw56PEJeFYHIDN/t4xzt24oNBoAkqLkG2WvYOcH95gpR0QgUkTeIXLCamIRAhGAep71mNh8IgDfHPlGlIAXBEEQbqfLgROL4PdeML0lHJgOuSkc8gjkN3dXAD7q+CVBTZ4HlabwMMloJKOgiFmf3oWPF9woewc7k5Ekd4Z39hSBSKVRGIhEFC0QARhaZyhdgrugN+mZuHMiWbr7L+sIgiAID4HYU7B2gjz7sXI0RB0AhQpqP0LSk78zyc8XCehfoz+9q/a+4/CcQ4cwJiXl95ZpBYBkkkjMTx3wDnYu3DEjZkQqkYJAJDU+B12eoUjHKBQKprSbgr+jP1GZUXyy/xORLyIIgvAw0mbCkTnwa2eY1QEOzwZtOrhVga4fwLizGAfP550bG0jKTaKGWw3ebfnuXU+VvmYNAM69e6OwsQEgLSEHg9aIWqPEzc+BjAqydRdEr5kic3S1xdHVhux0HUnRWQTUcCvSca62rnzV8Ste2PACG8I30Mq/FU/WetKygxUEQRCsT5LgxlE4OhfO/CN3ugVQaqBuP2g6HKp2AqU8J/DLiekcjDuIvdqebzt9i4PG4Y5TmrTawt4yrv0eKXy8ID/EM8gJpVJRoWZERCBSDN5VXMg+lURiRGaRAxGAxj6Neb3p63x39Du+OPQFDb0bUsu9luUGKgiCIFhPbiqcWgpH/4SEszcf96wpN5xrNAQcb6/tsS9mH7NOzgLgg9YfUM2t2l1PnbVrF6bMTNR+ftg3a1b4eEH+olewM5IkkZEo54i4ePua8yezCBGIFIN3iDPhp5KKnLB6q+H1hnMo7hB7buxh4s6JLH5k8V2j3eJKiblBxOnjJEdHkZeZgUKpxMXLG99qNajSsAm2Do6lvoYgCILwAJIEEfvg2J9wbhUY8jvgqu0grL8cgIS0uWuvl4ScBN7d/S4SEgNrDuTR6o/e8zIZa9YC4PJIXxTKm9kVNxNVnchOS8Wg16FQKMt9MTMQgUix+BQkrEYWPxBRKpR81v4zBq0exPX060w5MEXu2luC/d2SJHH1yEEOrVpG7OWL93yeQqmkRvPWNOs3gMDadYt9HUEQBOEBspPknS/H5kHy5ZuP+9aXl14aDrpvp1uDycBbO98iJS+F2u61C6tz340xK4us7dsBcO3Xr/BxSZJIjMxPVA1xJj3hBgDOXl6o1OX/Y778j7AcKUxYjc1GrzWisVUV63gPOw++7PglIzaNYM21NTTxacJTtZ8q1jkyU5LYOPMHIk4dB0CpUhFUtx5+NWrj6OaO0WAgPT6WyLOnSY2J5vKhfVw+tI9qzVrSZfgruPn6Fet6giAIwn+YTHB9h7z0cmEtmPIrbmscocFAaPo8BDYtUqfbn4//zLGEYzhqHPm287fYqe3u+dzMzVuQdDpsqlfHtk6dwscLqn4rlAo8Ahy5fFDuAO/i7VOan7LMiECkGBzdbHFwsSEnQ05Y9a/uWuxzNPdrzptN3+Tbo9/yxaEvCPMMo75X/SIdG3XuNP9+/wW5Gemo1GqaPdKfpn0fx9Ht7tF2UmQ4R9et5tyurVw7eojIUyfoPHwEDbv3KfeV9gRBEMqdjFg4sQCOzYe0iJuPBzSVl17qDwRb5yKfblf0Ln4/8zsAH7f9mCouVe5/+fzdMq79HrntPbxgWcbD3wG1RkV6ghyIuHpXjBtPEYgUk3cVZyJOJ5MYmVGiQATkfJETiSfYGrmV8TvGs7TfUtzs3O57zNWjB/n3+y8w6vV4h1aj3xuT8AgIvO8xXiGh9Br1Os37DWDbnJlEnjnFltkziDxzit5j3kRje+/IWxAEQQBMRri8Wc79uLQRJKP8uK0rNHxKDkD8GhT7tLFZsby35z0Anq79NL1D76wXcitDUhLZ+/cD4NK3723fS8ivb1Uwa18YiPiU/0RVEIFIsXmHFAQixc8TKVBQX+Ry6mUiMyN5Z887zOg2A6Xi7mVdIs+cZPW3UzEZDVRv3ppH3ngLjY1tka/nGRTMk5M/5ei6Vexe9CeXDuwhMzmR/m9/iINLyYIpQRCESi0tUp75OL4AMmNuPh7SRs79CHscbEq24UBn1DFx10TStemEeYbxVou3HnhMxvoNYDJh17AhNlVunzlJiMgAwKeK3NwuI7FiBSKioFkxlSZh9VbONs581/k77FR27L2xl1mnZt31eUlREaz+9nNMRgO1WrXjsfHvFisIKaBQKmnebwCDPvwMO0cnYi9fZPGHbxWWARYEQXjoGfXyjpf5T8C0hrDrKzkIsfeA1q/CmIPw4gZoPKTEQQjAV4e/4lTiKZxtnPmm0zfYqGweeMytyzK3kiSJ+PD8QCRUDkTSEytWjogIRIrJO0T+RafE5mDQGUt1rtoetfmgzQcAzDwxk3039t32fV1uDqu+/hRtTjYBtcPoM3YCSlXxEmT/K6hOPZ7+39e4ePuQGhvDsimTyUpJLtU5BUEQKrTkq7D5I/iuLix9Dq5uBSSo2hEG/g4TLkDvz8GnzgNP9SCrrqxiycUlKFDwRYcvCHYOfuAxuogIck+eBKUS5963L+FkJOWhzTagVCnwCnTCZDIWFjNz9akYOSIiECkmRzcb7J01SCaJpOjS9455rPpjPFnrSSQkJu2eRGxWbOH3ts35lbT4WJw9vXl84mTUNg+OmovCMyiYwR9/iYu3L2lxsSybMpmc9DSznFsQBKFC0OfB6eUwtx/81BT2ToPsRHD0gfbj4PXjMPxfaPAkqIs/C30355PPM+XAFABGNxpNx6CORToufdUqABzbtkXjc/ssR8GyjFeQEyqNkqzkZExGIyq1Gid3D7OM29JEIFJMCoWicFaktMszBd5p+Q5hnmGkadOYsHMCOqOOSwf2cHbnFhQKJX3HTjB7LoeLlzdPffgZTp5epMREs+LLT9Br88x6DUEQhHIn4QJseBe+qwN/vwThuwEF1OgBgxfA+HPQ/WPwuHtl05JK16Yzbsc4tEYtHYM6MrLRyCIdJ5lMpK+UAxHX/v3v+H5C+O35Ibcuy9xa8Kw8qxijLGd8qsh5IgWRaGnZqmz5rvN3uNi4cDrpNF/t+Zxtc+SckZb9nyQorGjbe4vL1cePQe9/hp2TM3FXL7N++ndIJpNFriUIgmA1uhw4vhB+7wkzWsGBGXIZdpcg6PQOvHkahi2Huo+CSmP2yxtNRibtnsSNrBsEOQXxefvP77k54b9yjhxBHxOD0skJ5+7d7vh+wY4Zn9Dbd8xUhNLuBcSumRIoSAiKDzfPjAhAoFMgUztMZezWsVxbtw37NBfc/QNoPXCI2a5xNx4BgTw+cTLLprzP5YP72LN4Hh2GPm/Ra5qbSadDd/062kuX0UVFYohPwJAgf5myszFptUh5eUh6PQobm8IvlbMzKi9P1J5eqL28sAkJxqZqVWyqVkXl7i5qrQhCRRd7Ui46dnoZaPNvHBUqqN1H3vlSoxsoS5d3VxQzT85k74292KnsmNZlGq62RZ/hLpgNce7dC6Xd7SUXTCaJhPyZ+cIZkcIaIiIQqdR88wOR1LhsdLkGbOzN88/YMagjowKeJXv9DgBCB/RErTF/dP5fQXXr02v0G6z/+VsOrVqOX41a1GzZ1uLXLQlJktBHR5Nz5Cg5R4+Qe+IEuuvhYCx+4rD+Pt9Tubtj16A+9vUbYNewAQ5NmqByFVudhdIzGgzkZmaQm5GOKf91q7Gzw97FFTtHJxEAl1ZeBpxZLgcgsSduPu4eCk2fg8bPgHPZJXHujNpZuCvywzYfUtujdpGPNeXkkLlhAwBud1mWSY3LxqA1orZV4e4v9xXLSIgDwKWCbN0FEYiUiIOLDc4edmSm5JEQkUFQHfMlBPkfz+WapCDcN5t18TNpmNsZL3vLNy0K69CFhOtXObp2JRtmTMM7pCpufv4Wv25RSAYDucePk7ltO1nbtqGLiLjjOUpnZ2xr1cImtAoaXz/Uvr6ovb1ROTuhsLNDYWuLQqNB0uuRtDokvQ5jejrG5GQMSUkYEhLQhUegDb+OISYWY2oq2bt2k71rd/4FlNjVq4dj27Y4tm2LQ5PGKMyUPCxUXiajkdjLF4k8c5KE8GskRYaTlhAnN0i7C7WtLZ6BIXiFVCGobn1C6jfExatibMG0KkmC6CNwbC6c+Qf0OfLjKhuo008uOhbaEco4ZyIyI5J3d78LwJA6Q+7bzO5uMrduxZSTgyY4+LZOuwUSwm82ulMq5QA2Pb/rbkWpIQIiECkx36ouZKbkER9uvkAk9vJFrh09hEKhIKm5Cwm51xi3fRx/9PoDjQXWLf+rw9Dnib18kZhL51n9/VSGTPm6RDVLzCXv4kXSV64ifc2/GBOTbn5Do8G+Xj0cmjfDvmkz7OqFofbxMdudpCk3F+3ly+SePk3eqdPknjqF7vp18k6fJu/0aZJnzULp7Ixz1y449+qFY7t2KG2t9+9UXmlzDSRHZ5IWn0tafA4ZSbnkZunJzdKjzdZjMkpISCCB2kaFrYMaWwc1jq62uHrb4+Jtj7ufI17BTmhsLD99bi4mo5HwU8c4t2s74SeOos3JvuM5CoUSexcXlGo1SBK63Fx0uTkYtFrir10m/tplzu7YAoB3larUadeJOu064eLlXdY/TvmWkwKnlspVTxPO3Xzcq5a89NJoCDh6Wmdo+hze3PEmmfpMGns35q3mDy5a9l/pK1YC4Pr443d9fyssZJY/Sw83k1XF0sxDwLeqC1eOJhB/3TwJqwB7ly4AIKxTNwb2H8CQNUM4kXiCqYem8mGbD812nXtRqdX0GzeJ+ZPeIDH8Gjvn/U73EWMsft1bSTodGRs2kDJvPnlnztwcm6srTp0749S1K47t2qFycrTYGJT29tg3bIh9w4bwjPyYPi6O7P0HyN63j+x9+zAmJ5O+ajXpq1ajdHDAqXs33J4YiEPLFhUmU93ccjN1RJ5L4calVOKuZZAalw13v/G/gzbHQHaa9q7fK2jk5VfVheC6HgTVccfWwfKBeXHlZKRzfMO/nN66key01MLH7RydCGnYhICadfCuEopnUAgOLq53vE4Mej0ZifEkR0USd+0yUWdPEXf1MokR10mMuM6exfOo1aodzR7pj3/Nok/vVzqSBBF75aWXc6vAmP+6UdtBvQFyABLSukgN5yzFJJmYvGcyl1Mv42nnybedvy32zaT8niOXdHd9/LG7Pqdgx4xvfn6IQa8vrAslZkQeAoUJq9czkCSp1HfjNy6eJ+LUcZQqNW0GDsHVxZcvOn7B2K1jWXZpGWGeYTxZ60lzDP2+nD286PvaRP7+7ANObl5HtWYtqNakhcWva8zKInXhIlIXLMCQKBfjQaPBuXMnXPv3x6lDB6suhWj8/HAb0B+3Af2RTCZ5qWjTJjI2bsIQF0fG6n/JWP0vmuBg3J4YgOsTT6DxrThvBCWVkZTLpcPxhJ9Kkqs7/ifwcPaww93fATcfB1x97LF3tsHeSYOtowaVSknBxgG91og220Bejp6sVC0ZibmkJ+aQfCObnAwdydFZJEdncXZ3DAqlAr9qLlRv6kONZj44ulp3NiorJZmDK5dyZvsWDDr5Q9He2YU67TtRp20n/GrURFmEhEi1RoNHQBAeAUHUbCXnaOVmZnD54D7O7d7OjQtnubh/Nxf376ZKwyZ0fOYFfELNu8W0XMtKhJOL4Ng8SL5y83HfBvLSS4NBYO9mteHdatbJWWyJ3IJGqWFal2n4OBR/eS199b8gSdg3b4ZN8J1Fz4wGE0k35FpWBTtmMhITQJJQ29piX4Had1g0ENm1axdff/01R48eJTY2lhUrVtD/Lgk3FZF3iDMKpYKcDB1ZqVqcPUrXQO7Iv/8AENaxa2Ek2zGoI681eY0fj//IZwc/o4ZbDRr7NC7t0B8otGETmvZ5jGPrV7Nx5g8M/2a6xXrSmLKzSVm4iJTff8eYng6A2tsb92eG4vbUU6g9yl9BHoVSiUOzZjg0a4bPpEnknjxJ+oqVZKxdiz4qisQffiRx+gxcevXC4/nh2DcofkOs8kyvNXL5cDwXDsQSeyX9tu95BTsREuaBXzVXfKu64uBSuuBRkiSy07TEh2cQcymNyHMppMXnEHslndgr6exddpnA2u6EtQugWhNvVOqym43S5eVyePU/HFnzDwatHID4VqtJi8eeoEaL1qjUpZ+1sXd2oWH33jTs3puE8GscW7eK83t2EnHqOPNPnyCsQxc6PvPCPTtwV3gmE1zbLi+9XFgHpvwUcxsnudNts+Fy59tylOC7JWILM07OAOCD1h+U6D1bkqTCImZ3S1IFSL6RhckgYeuoxsXLHoD0eLkgpruvf4VKerZoIJKdnU2jRo144YUXGDhwoCUvVeY0Nio8Ax1Jisoi/npGqQKR1LgYrhw5AEDzfv1v+96IBiM4n3KezRGbGbdjHEv6LSlRdF1c7YcOJ+L0CZKjI9n86088NmGyWV/YktFI2vK/SfzxR4zJ8lSiTdWqeI58Bde+fStMIqhCqcShSRMcmjTB951JZGzaRNry5eQeOUrG2rVkrF2LfdOmeAwfjnP3bihKWaLfmjKSczmz4wbn9sagzTHIDyogqLY7NZr5UKW+F07u5p2dUCgUOLnb4eRuR/UmPoXjuH4yicuH44m/nkH0hVSiL6Ri72JDvfYB1O8YiKObZWdJLh/ax9Y/fiE7NQWAgFp1aTd4GMH1GlrsA8AntBq9x4yj9cAh7Fk8j4v7dnFu1zauHTtMl+dfoW77zhXqw+e+MmLkuh/H58nN5woENpOXXuo/AbbO1hvfPVxKvVTYUXdY3WEMqDmgROfJO3UK3dWrKOzs7ijpXuDWQmYFv/fUODkQcfMLKNF1rcWigUifPn3o06ePJS9hVb5VXeVAJDyDGs1KHhwcW7caJImqjZvhGRRy2/cUCgWftvuU6+nXuZJ2RU5e7f0HtirLvtFqbGzpM3YCiyZP4MrhA5zfs4OwDl3Mcu6cw4eJ+3wq2vPn5WtVCcH71VdxeeSRCv1BrXRwwK1/f9z69yf37FlS580jfd16co8d48axY9hUq4bX6FG49O1boX7O1LhsDq8N58qR+MLNHi5edtTrEEitlr44uZduNrC4XDztadQ1mEZdg0lPzOXigVjO7okhJ13HkXXhHN8USVg7f5r0qlLqmcr/yk5LZducWVw6sAcAV18/Og59npqt2pVZEODm60e/N96m2SOPs/m36SSGX2P9z99ycf9ueo16o+J21DYa4MpmOffj8kaQ8osr2rpCw6fk2Q+/8ju7mJqXyuvbXifXkEtr/9ZMaD6hxOdKW74cAJdevVA5Od31OQX5ib63JKqmxctdgl19K0aPmQIPZY6IJEnk6kvXsA7APUhOmIy9lkaOzlCic2hzsjmzfTMA9Xs/do/z2PBF+295YeMwTiWd4v09H/Fx6ykWf+NzDqxC8/5PcejvRWyf+yu+dRuWat3RmJFO6tdfk50/5ah0dsZ1zKs4P/UUCo2GXKMkvxlVBjVr4zblM5xee4PMJYvJWrIE3bVrxLz1Ngk/z8D1lVdw7NMHhbr8/glmJOZyYmME1w4nFAYg/rXcCOsUSFA9j8LtgiV97ZuDxlVD/V4hhHUPIuJUMud23CDhegand97g7J4Yarb2o3HvEBzMkEdy/cgBtv8+HW1WJgqlkib9nqDZ40+htrExy/tJcbmGVGfAR19xYu0KjqxcwrWjh5g36XV6vvoWfrVK35ytrCjSIlGfXIDq1CKUmTd7bRmD22Bo/CzGOo+BRl56wIqvtfsxmPS8uX18fuXUYP7X5gt0BtBR/PGasrNJX7MWALv+A+759xVzTV4WdQt2KnxOSqz87+fo5Vvsv0t7jcpqM2oKSbrHhnZzX0iheGCOiFarRau9mTmfkZFBcHAw6enpuLi43PO44srRGQj7cGOpz+NpVPBiph06JH50zUMqwe+wQcYZOifvJlnjzqLAwfdd61Q5XME+5A8UChPahF7oks0zQ3E/SsnI4BvL8dKncNGxJpt8upfoPK1iz/Layb/xzMvAhIL1oa2YX7c36bZ3j/YrGwd9Ho9d28OAK7twya9xEO3kzZywvuzzr1+u1rhtTdA2T0MTnQoV8rguq43ss9OToC6Tt4uSkyDYoKStVk2IQZ510iFxyM7AYVsDhhL8MyslI+1S9tM44zQACTZebPXqQpKt5ev7FJWnLpk+CRtx16djRMkejzaccmlQrl5Xt9JgoJvyGENU2+igPI1SIb+uUiQn/jZ2ZLGxC1elQCuPsuhsfVdh47EfyWhDTvirmHQlT1TvFX6QN08sI8rJm1e6vX3X36G9CcZmyMHZTy655OWnRg2L/gt3fRor/B4l2j6oWNc9979eONiY78YoIyMDV1fXIn1+l6vbsalTp/LJJ59YexhFlqyU0CJhiwIvk4JEVfHfpMMy5eWJs851H/imYcypgTbuMez8V2LrsxGTzhtDpmX60BQwKVRs9e7CoJh/qJ19mYs5NYlwqFLk4x30eYw5+Q/doo8B8ofv902e4pxnVUsNuVzK0dixuHZ3VlVrz6PX9/LElZ0EZSXywaE/OeNZld/r9eOCR9H/XS1BIUEDnYoOeRoc8qPqa2oje+30xJX3AKSAAqI0JpZodAQZlHTMVRNoVNE+T0NDrYqd9gYuaIxQxM9nZ30GfRI24auTd3Idc23EfvdWmBTla2kt2caTJQFP0jVpJ7Wyr9ApZS9uhnR2e7RDKmJPk7IQqojladUOBqp24q24Wfpgj7Eei41d2WRqjo7ytzX7fjRuh7DxkLfZ5sUMLlUQAtA74iAAG6u0uudngr9R/p0mK02FQYhCMuGil/9N09UVa3nuoZwRMdfSDMCGn08ReymNtoNrUrtd8SqRJl6/wvIPJ6JUqxn+4x/YORftZ/zmyBcsu7wEO5Udv3afQ20Py0/D7lv0ByfXr8bJ04vBU3/Cxt7+gcdoz50j6e23MERGglKJy/DhuI4ec0e/hIeRKSuL9Dl/kDl/PlKe3PXYoUcP3MaNRxNUvDsZc0iJyWbvooskRcrbAV19HWg1sDqBdSr2bgxJkrh+LJEjq6+TnSq/twSGudP2qZo4PSB/JPbSeTZM+4K8zHRsnZzpNvINqjRuXhbDLjFJkji5bhX7F88FoErj5vR4dQIauwf/vVqMIQ/VxTWoj89HFbmn8GHJ0RdDoyEYGg1Dcq+YNybHE44ydvsoDCYDIxuM4cX6L5fqfLpLl4h9ciCo1QRt3oLK8+7F2I6uuc6pTVHUbOVL+2fkmjKZSQksGPcKSrWal39fUqQt47cy99JMhZ0RsbW1xbYMKlQqFAqzTUH5V3Ml9lIaqVFZxT7npV1y5cRardrh4Vn0barvtX6HG9lR7IvZx1u732Rxv8UWLwPf6ennCD96kPSEeI6vXEyX4ff+g5MkidSFi0j48kskvR51gD+B336LQ5MmFh1jheLhhtOE8eifGUriTz+R/s8KcjZvJnfXLjxfeRnPESPKpFqr0WDi2MYIjqwLx2SUsLFT0fLRatTvHIhKVX7upEujfpsA6jTz5fjmSI6uj+DGuVRWTD1K68eq0aBLUGGuy63O7tzK5l9/wmgw4BNancffmlxhSq23HfAkXgH+rP/pWyJOHGHt158w8N1PsHWwXBHAu0o4Lyeenlosd7oFUCihRndoOhxFrV5oVJoKNv9xU0RGBJP2TMBgMtArtBevNhlV6g/yjNUrAXDu2hVn/3vPrCTnd9wNrOFW+LmTmFxQ2t0PJ7uKVenZou80WVlZnDhxghMnTgBw/fp1Tpw4QWRk5P0PrED8qsqRXlwxK6wadDou7pP7mDTo2rNYx6qVar7u9DWhLqHE58TzxrY30BrvXpXSXDR2dnR/Sa6yenzDvyRGht/1eaa8PGImvkX8p58i6fU4de1KtX/+EUHIPWj8/Aj47DOqrlyBQ6tWSFotST/9zLVHHyNr506LXjspOpNlU49w6N/rmIwSVRt5MfST1jTqFlxpgpACahsVLR6pyuD3W+BfwxWD1sieZZdZ+d0xMpJzC58nSRJ7ly5gw4zvMRoM1GzZlqc/+bLCBCEFarVqx6APP8fO0YnYSxdYNmUyuZnmqwJ9T7psOL4AZveAGa3h4Ew5CHEJgs7vwpun4ZllULcflEHbCktJ16bz6tZXSdem08CrAZ+2+7TUQYhJqyVj1WoA3Abdu3ilyWgq7PzuV/3mEkxa/tZd93LSI6w4LPpuc+TIEZo0aUKT/A+h8ePH06RJEz780PLlysuKXzX5hZAam01e9v36ud7u+okjaHOycfL0Ijis+FvSXGxc+Lnbz7jYuHAq6RQf7v0QS6+yhTZuRs2WbZFMJrb+PvOO6+njE4h49jky1q4FtRrfd98haPrPqNzcLDquysCudm1C5s4h8LtvUfv4oI+MJGrkKKJeHYs+Jsas15IkiVPbo1n+xVGSb2Rh56ih50v16DOqgdWrlFqau58jA8Y3pdPQ2mhsVcReSWfJlENcOhwnv67/+IUDfy8GoNWAp3h03DtoKuhSYkCtOgz68HPsnV2Iv3aFpf97j5yM9AcfWBIxJ2DNOPi2Dqx6FaIPgVItN5x7Zjm8eQo6vwOuZb/saG56o55xO8YRkRGBv6M/P3b9ETt16V8jmVu2YExPR+3vj2Pbe3c/T74hd9y1sVfj4Xdzlistv5iZm68IRG7TuXNnJEm642vu3LmWvGyZsne2wc3XAYC4q0X/I7+wdxcAddp2LHFvkiouVfi+8/eoFWrWXV/H7NOzS3Se4ug8fARqG1tuXDjLhT07Ch/PPXuW8KeeIu/0aVSuroT8/jsew4dXngJLZUChUODSty/V1q3D48UXQa0ma+tWrvV7lNS//kIymUp9jbxsPet/Oc3uJZcwGkyENvRiyEetqNnC96H5XSmUCup3DGTw+y3xq+aCLs/Iptmn+WP8h5zctBYUCrqPGEP7p5+r8H2DfEKrMfjjL3B09yApMpx/pn6MNifHPCfPy4DDv8OsjvBrJzjyB2gzwL0qdPsIxp2DpxdCzR5QzHyF8kqSJKYcmMLhuMM4ahz5udvPZlsWL6gd4vbEE/etMxSXv23Xt6oLiluWFQtmRFxFIPJwKpgeiy1iIKLNyeHa0UMA1GnXqVTXbunfkndbyW2mfzz+IxvCN5TqfA/i4uVD6ycGA7BzwR9oc7LJ3LGDiGeGYYiPx6Z6dUKXLcWxVUuLjqMyUzk54vv2W1RbuQL7Jk0w5eQQ98n/iHxuOLrw8BKfN/ZqOks+PcT1k0ko1QraP1WTvqMblLoMe0Xl6m3PgAlNadorAH32atJiTwBKOj/3Go169LX28MzGMyiEQe9/lj8zcpmVX/8Pva6ES7mSBFGHYOWr8G1tWDseYk+CykYuuf7canjtGHQYD86Vr9fSH2f+YMWVFSgVSr7u+DW13GuZ5by6yEhy9h8AhQK3J+5fjTXuuvw5U5AWUKBgRkQszTyk/AsDkbQiPf/qkQMY9DrcA4LM0rTqqdpPMazuMAAm757M8YTjpT7n/TTrNwB3/0Cy01LZ8eUUol8di5SXh2P79oQu/gubkJAHn0R4INsaNaiyYD6+kyejcHAg58gRrj3en+Tf/0AyFK9Y0dndN1j53TGyUrW4+tjz5NvNadQ1+KGZBbkXk9FAzPlFmPTXQaFG4/Q4RzfZcu14orWHZlaeQcEMfO9/2Ng7EH3uDGu+/wJjcV5DOSlwYCbMaAO/94ATC0CfA161odfnMP4CPPkHVOsEFXwW6V62RGxh2rFpAExqMYkOQR3Mdu7UxUsAcOzQHk3g/eunxF2Tc31uzQ+RJOnm0owIRB5OBYFIQkQmRsODp88v7peTVOu07Wi2D4KJzSfSNbgrOpOO17a9Rnh6uFnOezdqjYauL4wE4Oz502Sqlbg89ijBM2egci5//R8qMoVKhcezw6i2ejWObdsgabUkfP014c88U6TZEaPBxI5FF9mx8CImo0T1pj489V4LvEPE78mg17P6u88JP3kMta0tj034kOCwJujzjKyfdZr9K65iMlWQ+ilF4FutBgPe/hC1xoZrxw6z9Y8787xuI0lwfTf8PULO/djwDiSeB7U9NBoKL26EVw9Cm1fB8e7bTCuLs0lneXe3PPM8tM5QhtYdarZzm/LySP/7bwDchwy573NzMnRkJOaCQm4xUiA7LRWDVotCocTFu2IlVoMIRMzCzdcBOycNRr2JxMjM+z5Xl5dLxOkTANRq3c5sY1ApVXzR8QsaeDUgXZvO6C2jSclLMdv5byVJEo679+ObnoWkUHClRUMCvvgChabiZsGXdzZBgQT//jv+n32K0tmZvJOnuDbgCVKXLL3nh0lOho5V045zdtcNUEDr/tXo9XI9bOzK1a59qzAa9KyZ9gXXjx9BbWPLE5M+omaLpjz2ZmMadZdbrh/bGMH6X06j15Z9+XZLCQqrT79xk1AolJzeupGja1bc+aSsRNgzDX5qBn/2g9PLwKiV+7z0/QYmXIABMyGkdbmt3GpOsVmxjN02ljxjHu0D2/NWi7fMev6M9RswpqejCQjAqWPH+z63ID/Ew98RW/ubf8dpcXJCu4u3t1m6Ppc1EYiYgUKhKNw989+26P8VfvIYRr0eN1//OxrclZa92p6fuv5EoFMg0VnRvLbtNfIMeWa9BkDS9Bkk/fwzdWJSUCoUxGamEX7KsstBgvw6cxs4kGqrV8lbfXNzifvoI6JHj8GQ38G4QGpcNsu/PELslXRs7FQ8MqYhzXqHPvRLMQAmk5G1P37N1SMHUWts6P/WBwTXawiASqWk/ZM16flSPVRqJeGnkljx7TGy0yy7Pb4sVW/Wik7PvgTAzoVzuHL4AJhMcGULLHkWvqsDWz6ClKtg4wTNnoeXt8PI3dDyZbB3s+r4y1LBTV1SbhI13WvydcevUSvNG8in/vUXAG5PP/3AZpjx98oPqcCJqiACEbMpap7I1cMHAKjevJVFPhQ87T2Z2X2mvK038RTv7XkPk1T63RYFkn75haSffwag6pvjaNL3MQB2zv8dk7Hy3DmWZxp/f0Lm/IHPpEkoNBqyduzg2qOPkbltOwAxl9P4+6ujZCbn4eptz5PvNCe0Qfnpi2JNkiSxdfZMLh/ch0qt5vGJk6nSsPEdz6vZwpf+45tg76whMTKT5V8eISn6/rOdFUnTvo/RqEcfkCTWTvuchM+bw4KBcH41mAwQ2Bwe+wkmXIRHf4DApg/F7MettEYtb2x/g6vpV/Gx92F61+k42Zi3N1bu6TPknTqFQqPBbeATD3x+wYaIW/NDAFJibwDgEVBx+vPcSgQiZlIQiMRdS7/nVLnJaOTascMA1GjR2mJjqepalR+6/IBGqWFzxGa+PfKtWc6bPHs2idN+AMB7wng8X3yB1k8Mwc7ZheToSE5tLX0jQaFoFEolni88T+jyZdjWqoUxJYXoMWM48t5MVv9wHG2OAd+qLgx8uxnufmVcUbMc2798Eae2bgCFgr6vv0Vo42b3fK5fNVcGvt0cdz8HslK1/PP1MaLOWWa5s0wZDSgurqeL3S6qOKZiMJhYfcGdXLUHtHwFRu2Fl7dC0+fgIWlK+V8mycTkPZM5Gn8UJ40TM7rPwN/J/LMNqYvl2RDn3r1R36OcewGDzkh8uJyoGlDT7fbzxEQD4O5fMeu0iEDETHyquKBSK8nN1JOekHvX50SfP0tedhb2zi4E1K5r0fE092vOp+0+BWDeuXksOr+oVOdLWbCQhG/kgMb7zTfwelku8W7n5ETbJ+UEq31LF5CXnVWq6wjFY1e7NqHLluLx/PNEBXXhYEptjAaJKrUceXxcE+ydH86tuXdzcvM69i+X3/i7vzSaWq0enKPl6m3PE281I7C2O3qtkTXTT3LlaIKlh2oZqeGwdQpMqw+Lh6C6soF+gRdwtZdI19uzXjkMqfeX4GfZRpoVwTdHvmFj+EbUSjXTukyjtkdts1/DmJ5Oxpq1wIOTVAHiwzMwGSQcXW1w8bq9d1BKTP6MiH+A2cdZFkQgYiYqjRKfKvJOhHvVE7l6RF6Wqda0ZbEbEpVE32p9eaPpGwB8efhLtkZuLdF5MtavJ/6zzwDwGjMGr1Gjbvt+w+598AgIIjczg4MrlpZu0EKxKWxsiKj/FJdryGWhg6J3UGPRa+Ru22zlkZUflw7uZcvvMwFoPXBIseqE2DlqeHRsI6o39cFklNg0+wxnd9+w1FDNy6CDsyth/gD4oTHs/gYyY8HBE9qMxe71/Tz28U+oNTZcP3mcA/8ssfaIrW7e2XnMPzcfgE/bfUor/1YWuU7aihVIWi22depg36TxA58fczkNkGdDbl3WNxmNN8u7B4gZkYee333yRCRJ4upRub1z9RaWeWHfzUv1X+LJWk9ikky8vfNtjsQdKdbx2QcOEvP2JJAk3IcOxeu1sXc8R6VWFya/HVu3uvCPQrA8SZLY9/cVDq+5DkDzLt40dL2GlJXJjTfHEfvJJ5i0lSfRsiRiL19k3U/fgCTRsFtv2g4q/tZLlUZJzxH1CGsfgCTBjoUXObYxwgKjNZOkK7DpA/iuLiwbDle3ARJU6wxPzoHx56HXZ+BdC5/QanQbIfeR2rd8EeEnjlp16Na0MXwj3xz5BoBxzcbxSLVHLHIdyWQi7S+5lYD7kCFFyhe8NRC5VXpiPCajAbXGBhcvb3MPtUyIQMSMCvNE7jIjkhYXQ3pCPEqVmtAGZdcATqFQMLnVZLoEd0Fn0vH6tte5mHKxSMfmXbxI9NixSHo9zj174jv5vXv+wVRt0pwqDZtgMhrY/def5vwRhHuQTBI7/7rEiS1RALQfVJNWgxsQ+udcPF95BYC0vxYT/vQQdJWo0WRxZCQlsPLrKRj1eqo1bUG3EaNLnCSuVCro/ExtmvaqAsD+FVc5uPqaxXs8FZk+D04thTmPwM/NYN+PkJMETn7QYQK8fgKeWwX1nwD17T2F6nfuTsPuvUGSWD/je7LTUq3zM1jRkbgjvLv7XSQkhtQZwgv1XrDYtbL37kMXEYHSyQnXfg8OdoxGU+HWXf878kPk2Tk3/4AK25KgYo66nPKv7gZAalwOORm6275XsL01sE5YmTfRUivVfNXxK5r6NCVTn8moLaOIzoy+7zH6uDiiRryMKSsLh+bNCfj6q/tuLVMoFHQa9iIoFFw6sIfYK0ULdoSSMRlNbP3zfGGNkC7P1qFRN7n+hUKtxmf8OIJ/+w2Vhwfa8+e5/uQgsnbtsvKoy5YuN4eVX/6PnPQ0vENCeeSNt0u9JKpQKGgzoDptnqgOwJF14dYPRuLPwfpJcsn1f16GiD2gUELNXvD0Ihh3Frp9CB5V73uaLsNfwTsklJz0NDbMnGaW3kYVxZXUK7y+/XX0Jj3dQroxqcUki251T5k3DwC3gU+gdHxwMnliZCYGnQk7R81tje4AUvITVT38K+aOGRCBiFnZOWnwDJSzzG9cuv2OIiI/EKnSsOxmQ25lp7bjp24/UdO9Jkm5SYzaMork3OS7PteUm0v0mFcxJCZiW7MGQTOmo7R9cFdW7ypVCevQBYDdC+eWnzvFSsZkktgy9zwXD8ahUCro8WIYYe3uTFJz6tCeqiv+wb5RI0wZGUSNHEXSzJkPxQeMyWRk7U/fkBgZjoOrG/0nfYiNnf2DDyyipj2r0H5QTQCOro/gwKoyDkZ02XBsPszuDjPbwMFfIC8NXIOh83vw5hl4ZinUeQRURat7obax4ZE33katsSH8xFGOrf/Xsj9DORGTFcPILSPJ1GXSxKcJX3T4ApUFc/i0V6+SvXs3KBS4DxtWtDHmL8v413C9rdEdQGr+1t2Kmh8CIhAxu8BabgDEXEorfMxoMBB19hQAoVYKRABcbFz4pfsvBDgGEJERwZitY8jWZ9/2HEmSiJ08mbxz51C5uxM08xdULi73OOOd2j01DJVaTdS50w/1WrOlSCaJbfPOc/lwPEqlgt4v16dWC797Pl/j60vI/Hm4PT0YJInEH34keuxrGDMrT02Mu9m96E+uHT2ESqOh/1sf4OJl/rLXjboFFwYjxzZEcGDlVcsHIzHH4d834ZvasHosRB8GpRrqPgrP/A1vnITOk8C1ZHfHnkEhdHpuBAC7F80hIfyaGQdf/iTlJvHK5ldIyEmgumt1fuzyI3Zqy85Yp8yTE2Gdu3fDJji4SMfE3iM/BG4uzVTUGiIgAhGzC6ztDtw+IxJ75SK63FzsnF3M0uSuNHwcfJjVYxbutu6cSz7Hm9vfRG/UF34/+ZdfyFi3HtRqgn78AZug4r24Xbx9aNz7UQB2LZqLySSKnJmLZJLYvvACFw/IMyE9R9SjWpMHJ6cpbWzw//hj/D/7FIWNDVnbthH+5CC0ly+XwajL3pkdWzjy7z8A9B79Jv41zb/1skCjbsF0GJwfjGyMZP8KCwQjeelweDb80gF+7QxH54AuEzyqQfePYdw5GLwAanYHM9zJN+rRh+rNW2E0GFj749foteavzlweZOoyGb1lNBEZEQQ6BTKrxyzc7Nwsek1Dairpq1YB4PHcc0U6xmSSiMmv2H23QCSlcEZEBCJCvoCabqC4PU+kcFmmQeNykUwU6hrKjO4zsFfbcyD2AJP3TMYkmcjYvJnEH34EwO+jD3Fo0aJE52/VfxC2Do4kRYZzfvcO8w38ISZJEjsXX+L83lgUCujxYhjVmxbvLt9t4ECqLFyA2t8fXUQE1wc/TcaGylWELv7aFbbMng7I23TrtOtk8Ws27BJMh8FyO/jjmyI5si689CeVJIg8CCvHyA3n1k6AuFOgsoH6T8Lwf2HsUWg/Dpx9S3+9WygUCnqOfB1HN3dSbkSxd8l8s56/PMgz5DF261gupFzAw86DWT1m4eto3n/Hu0lbugwpLw/bsLrYN29epGNSYrLQ5RrQ2KnwCrq9wJw2J4fsVLnInrvIEREK2DnemScScbIgP6SxtYZ1h/pe9ZnWeRpqpZr14ev5cdU7xL4jd5d0f/ZZ3AcNKvG57Z1daNlfPn7v0gUYdLoHHCHcjyRJ7Fl6uTAxtdvzYdRsXrI3TfsGDaj693IcWrdGysnhxptvkvjTz5UibyQnI51V334m75Bp1rKw0F5ZaNglqHCZ5tC/1zm5NapkJ8pJgf0zYEYb+KMnnFgI+hzwrgO9psol15/8Hap2BAve1Di4uNJrlFyD6Oi61URfOGuxa5U1vUnPxJ0TOZZwDCeNE790/4UqLlUsfl1Jryd14UIAPIcPL3IybGF+SHVXlKrbf+cF+SEOrm7YOVbcKrgiELGAW/NE8rKyiLsqT4FXKcNtu0XRNrAtn7X7DBs91P7uX0zZ2dg3b47vpLdLfe4mfR7FycOTzKRETmxaa4bRPryOrAvn1HY5M77rs3Wp3ereOSFFofbwIGT2b3gMHw5A0vTp3Bg3HlPu3SsCVwQmo5G1P3xFZlIi7v4B9B07ocxnHxt1C6ZFP3lnyp5llzm/L6ZoB0oSXN8Fy1+SZz82vguJ50FtD42fgRc3wZgD0GYMOHhY8Ce4XdUmzanXuTtIEhtnTqsUSzQmycSHez9kZ/RObFW2/NztZ+p6WrbKdYGMDRsxJCSg8vbCuU+fIh93r/ohcGtp94o7GwIiELGIwFo380SiL5xFkky4BwSVy2Izfav15acTDQlNgDQH2P5yExTq0neX1NjY0nbQMwAcXLFUlH4vodM7ojn0r1ysrMPgWtRta55+Fwq1Gt9338H/s09BoyFz40YinhmGPi7OLOcva3uWzCfyzEnUtrY8Nv49bB2s01+nxSOhhduot8+/cP9y8FkJsOd7+Kkp/PkonFkORi34NYRHvoWJF6H/DAhpZbWGc52fG4GThydpcbEVfolGkiS+OvwVa66tQaVQ8W2nb2nme+9eQ+a+dsqfcn0l9yFDUNoUrfWCZJJuBiI13O74fkVvdldABCIWcGueSPiJkwAE1y2f/RvS/v4H9y3HkJQKfuiv5LvwOSw4t8As567XqRueQSHkZWVyeNVys5zzYXLpcBy7llwCoEW/qjTsYv7teW4DB1Jl7hxU7u7knTvH9UGDyD150uzXsaRLB/cWvr56jXoDr5BQq41FoVDQ7ska1G3njyTB5j/OEnH2lm3yJiNc3gJLhslVT7d8DCnXwMYJmr0Ar+yAUbuhxQiwc73XZcqMnaMTPV95Daj4SzTTT0xn4Xl5aeTT9p/SKdjy+UMFco8fJ+/MGRQ2Nrg//XSRj0uOySI3U4/aVoVP6J27F1Nu5M+IVOCtuyACEYuwc9QUJhVFnD4NQFDdetYc0l3lXbpE3P/+B4DP66/T8bFXAbkvzYrLK0p9fqVKRfsh8vT/sXWryUxOKvU5HxYRZ5PZOuc8SNCgcxAtHgm12LUcmjUjdNkybGvWxJiYRMSzz5H+7xqLXc+ckqOj2DBjGgDN+g2gTtuO1h0QcjDS+Zk61Ggm96bZMOs08WeuwI4v5X4vCwfC+X/BZIDA5vDYT3Lux6PTIKB8Ld/C7Us0m375oULmfM0+PZtZp2YB8G7Ld+lXrV+ZXj/5t9kAuD7+OGqPoi+vRV+Q8wwDarihUt/5cZ0cLVdM9goKMcMorUcEIhYSWNMdSdKRFi/3owgsZzMiJq2WmAkTkbRaHDt0wPOVVxjdaDTDw+TA4aN9H7Hh+oZSX6d6s5YE1gnDoNexf3npOgA/LOKupbPhl9OYTBI1W/jS4amaFq3yCGATFEiVv/7CqWtXJJ2OmLfeIuH78l1dU6/N49/vp6LPyyU4rAEdhz5v7SEVUioVdH+uFiFVjBh0JtbOOE3alj8gPVKe6Wg5Ekbvg5e3QtPnwLZ8Jxp2fm4Eju4epMbGcHDlMmsPp1jmnZ3HD8d+AOT+MUPrFr/XUGnkXbpE1vbtoFDg8WLxysYXBCJBddzv+J7RYChMVvUMFoGIcBcBtdwwGWJAMuHi7Vvu8kMSv/sO7eXLqDw9CfhiKgqlEoVCwYTmExhUaxASEu/ufpcdUTtKdR2FQkGHofIf35ntW0iOLuFugodEalw2a6afxKA3EVLPg27D695RSdFSVE6OBP38E54vvwxA8qxZ3Bg/AVNe+UxS3DbnV5KjI3F0c5fLt9+nBUGZSg2HrVNQ/dyQXrnD8FZfJdfkyprMz8nt/Zs8+9H3K/Atf7Ok92Ln6ETX5+X+RYdWLiP5RsX4O15yYQlfH/kagDGNxvBi/RfLfAwpv/8BgHOPHthWvX+Z/VsZjabC/JCg2ncGImlxMZiMRjR29jh7lq/Pl+ISgYiFBNR0w2SQo1W/6mWTlV1UWXv2kvKn3Osg4PPPUHt6Fn5PoVDwfuv3eaTaIxgkAxN2TGBfzL5SXS+wdl2qN2+FJJnYs3heqc5VmeVm6ljz80m02QZ8qjjT+5UGd52OtSSFUonPhPEEfPmFnMS6YQORz7+AISWlTMfxIOd2b+fM9k2gUND3tYk4ut35Rl2mDDo4uwLm9YcfGsHubyAzFhsnJx7pGYuzm4p0rTtrdlRDbypaomJ5U7NVO6o1bYHJaGDL7OnlvoXDissr+PTgp4DchXxUo1FlPgZ9TAzpa+Vdg54vjyjWsQnhmei1xtuW+m+VFCUvy3gGBVt8xtTSRCBiIXaOGtSqWABsncvPtJkhNZXYd/PrhQwdglOnOxO2lAoln7b7lK7BXQs79h6IPVCq67Z/+jkUCiVXDu8n5tKFUp2rMjLojKydcYqMpDxcvOx45NVGaGytd4fv+vjjhMyejdLFhdwTJwh/egja69etNp5bJd+IYstvctGyNgOHEFK/kfUGk3QZNr0vJ54uex6ubZcfr9YFBs2F8edxfOxDHn2zObaOahLCM9g0+wwmY/ld8roXhUJB1xdGobaxJfrcGc7u3GrtId3T2mtr+WjfRwAMqzuMN5q+YZUP6+S5c8FgwKF1a+wbNCjWsdEX5OA/sLbbXWdFC/JDPCt4fgiIQMRiDDodulx5RkSXa/mKfUUhSRJxH36EITERm+rV8XnrrXs+V61U802nb+gc1BmtUctrW1/jYOzBEl/bK7gKYZ26ArD7L9EQ71Ymk8TmOeeIv56BrYOafmMb4eBi/btmx1YtCf1rEZqgIPSRkUQ8PYScI0esOia9TsuaaV+i1+YRUr8hrQcOtsIgcuHkEpjTF35uDvt+gpwkcPaHDhPlfi/PrYR6A0At/x7d/Rx5ZEwjVBol4aeT2fnXpQr5N+Dq40vbQXKOxc4Ff5CTkW7lEd1pc8RmJu+ZjITEoFqDeLvF21YJQgypqaQtk3dzeY4o3mwI3Jofcvfk1sqSqAoiELGYuKuXkExGUDgSH6FAMln/TSdj7ToyN28GjYbAr79CaX//bqQalYZvO39Lx6CO5BnlksiHYg+V+PptBz2DSqMh+twZ0RDvFvv+vsK144ko1Qr6jm6Au591amDcjW316oQuWYxdo4YY09OJfOFFq+6o2T73V5LyO+r2fe0tlBbsknqH+LOw7m34tjaseAUi9oJCCbV6w9N/yR1vu30A7qF3Pdy/uis9X6wHCji3J4bjmyLLbuxm1LTv43iHhJKXmcHO+b9bezi32Rq5lbd3vY1RMvJ49cd5v/X7Vlu2SF24CCk3F9uwuji2a1usY/U6I3HX5SDvbvkhIGZEhCK4ceEcAGrbIPKyDCTdsG5BL0NSEvGfyuulXqNHYRcWVqTjbFQ2fN/5ezoEdiDPmMerW1/lcNzhEo3Bxcubxr3kbXO7F80t1zsyysqp7VGF5cC7Da9LQE0r5zrchdrTkypz5+LcoweSXk/MW2+RNHNmmd/Rn9+zg9NbN8p5IWPLKC9EmwXH5sFv3WBmWzg0S25C5xoCXSbLwcfQJVCnL6geXAiwWhNvOjwll4Lfv/Iq144nWvonMDuVWk33l8eCQsG5XdsK3+usbXPEZibumIjBZKBP1T580vYTlArrfMSZcnJIXSDXY/IaMaLYwVDslTRMBgknd1tcfe68YaxMO2ZABCIWE3vlIgAeAdUBiDpn3WS/uE8/w5iWhm2dOnjl74ooKhuVDd93+Z52ge0Kg5EjcSWboi9oiJcYGc75vTtLdI7KIvx0EruXyuX/W/evRq0WpSvdbklKe3sCf5iGxwvyDqjEH34kdvL7SHr9A440j9TYG2zOzwtp/cRgy/ZtkiS4cQz+fUMuub76NbhxBJRqqPsYDPsb3jgBnd4G1+JXtGzYJZgGnQJBgs1zzpIYmWn+n8HCAmrVoUGXHgBsmzPL6l22N4Zv5K2db2GQDPSt2pfP23+Oqixny/4jdelSjGlpaIKDce7Zs9jHR5+/uW33bkFMZdoxAyIQsQhJkoi9LAciVRrKW/SizlsvEMnYuInMDRtApSLg889QaDTFPoetypYfuvxAu4B25BpyGbN1DEfji7+8Yu/sQovHBgKwd8kCDGX0QVbeJMdksen3syBBWDt/mvayfNOt0lIolfhOehvfDz8ApZL0f/4hauRIjFmWne0zGvSs/fEb9Hm5BIXVp42lmtnlpcOh32BWB/itCxydC7pM8KgG3T+B8edh8Hyo0R1K+SHX/qmaBId55NcYOUV2mtY8P0MZav/0c9g6OJIQfpUz2zZbbRwbrm9g0q5JGCUjj1Z7lM/bf45aWfo2FSVlyssj+Xd5ycrzlZdL1DIjMv/GNTjs7vkhlWnHDIhAxCIyEhPISU9DqVJTt31DAGKupKHXlf1dgyE1tbB6qufLI4q8JHM3tipbfuj6A20D2pJryGX0ltElWqZp2vcxHN09yEiM59SW9SUeT0WVm6Vj3YxT6POMBNR0o+OQ2hXqzcRj6FCCZkxH4eBA9r79RDz3HIZEyy0x7Fu6kPhrl7FzdKLv2InmzQuRJIg8ACtGwze1Yd1EiDsNKltoMAiGr4HXjkH7N8HJx2yXVaqU9BpRD3c/B7LTtKydccoq7w+l4eDqRtun5H5SuxfPIzer7Gd21l5by6TdkwpzQqa0m2LVmRCAtCVLMCYmoQkIwO3xx4t9fFaqluQbWaCA4Lr3T1StDPkhIAIRi4i9LG9P9a5SFa8gN5w8bDEZbjYvKksJX36FMTkZmxrV8RozptTnK5gZaePfpjAY2Xtjb7HOobG1o81A+a72wN+L0ebklHpcFYXRYGLDrDOF23R7j6xf5rVCzMG5c2eq/PknKk9PtOfOy9t7r5l/e2/U2VMcWv03AD1Gvoazp5d5TpyTAvunw4zW8EcvOLkIDLngXRd6fwETLsDA2VC1g8Uaztk6aHjk1YbYOWpIjMxk69xz5SKpvTga9egr95PKzGDf0oVleu1/r/7Le3vewySZGFBjAP9r9z+rByGmvDySZsvl3D1HjkRRxOZ2t4o8J/cm8qnigr3T3Y+vTDtmQAQiFhF7RW5U5l9TvtMNyY9qyzpPJPvgIdJXrgSFgoBPPy1yx8cHsVPb8VO3n+gY1FHe2rvtNbZFbivWOep36YG7fwC5mRkcWVP6vjYVgSRJ7FpyiZjLaWjsVPQd0/CebzQVgX2D+vL23ioh6G/cIGLoUHJPnDDb+XOzMlk3/TuQJOp36UGtVu1Kd0KTCa7thOUvyjtfNr4HiRdA4wCNh8FLm2HMfmg9GhyK3g+kNFy9HegzqgFKlYKrxxI5+O+1MrmuuajUarq+MBKAk5vWkRhRNrVmVl9dzeQ9kzFJJgbWHMjHbT+2WmLqrdKWLsOYmIQ6wB+3Af1LdI7Is/LnREi9e78GxYyI8EAFiar+NWsDEBwmVy4tyzwRSacrXJJxG/wU9o0bm/X8tipbpnWeRo8qPdCb9EzYMaFYvWlUajXtn34OgKNrVpCdlmrW8ZVHp3fc4NzuGFBAz5fq4RlQvvuLFIVNSAihixZh16ABxrQ0Ip5/gcxtxQtK70aSJLb8+jNZyUm4+wfQJb+8eIlkxsPu7+CnpjDvMTjzNxh14NcQHvlWnv3oPx2CW1ps9uN+Amq60WVYHQCOro/g8uH4Mh9DaYTUb0StVu2QJBPb5s6y+G6qJReWFNYJearWU3zY5sNyEYSYtFqSf/sNAK9XSjYbYjKaCguZVannedfnGHQ6UmLkrrvW7DRtTtb/7VUyRoOehOtXgZuBSFAdd1BASkw2Wallk5SWPGcuuqtXUXl64jNunEWuoVFp+KrjV/Sr1g+DZGDS7kmsurKqyMfXbNUOv+o10WvzOPDPEouMsbyIOpfCnmXyDpm2A2oQ2sBMSwzlgNrTkyp/zsWxU0ekvDyix75G6pKlpTrn2R1buHRwL0qVir5jJ2Jjd/+aN3cwGeHyFlj8DHwfBls/gdTrYOMMzV+EV3bCqN3QYoTchM7K6rTxp0lP+e5227zzJEZVrJ00nZ59qbDi6qUDeyx2ndmnZxeWbR9SZwiTW08uF0EIyLMhhsRE1P7+uD0xoETniA/PRJtjwNZBjU+oy12fkxwdiWQyYefkjJPH3YOViqZ8/AYrkcTw6xj1euycXXDz9Qfkcu8+VeQXVcH6nyXpoqNJmjEDAN9Jb6NytdwbrVqp5rP2nzGw5kBMkon3977P0otF+xCSG+I9D8CpLRtIi4+z2DitKS0+h42zzyCZJOq09qNxj2BrD8nslA4OBE+fjuvAJ8BkIu6jj0j88acS3R2nxt5g2xy5ZXvbQc/gV6NW0Q9OvwE7vpT7vSwcCBfWgMkAQS3h8ekw8SL0+x4CGhd7XJbWun91Qup5YNCbWD/zNLmZOmsPqchcvH0Kd8PtWjgXg868Y5ckiR+O/VDYRfflBi/zbst3y00QcvtsyMslmg0BiDwrfz4Eh3mgvEezy4LlL+8qVStUkvv9lI/fYiUSk79t179GrdteJKEN5Mg1/FSSRa8vSRJxU6YgabU4tGqFy6OPWvR6IPem+ajNRzxTV86gn3JgCn+e/bNIx4bUb0SVhk0wGQ3sXTLfksO0Cl2egXW/nEabY8Cvmiudn6lTad48/kuhVuP/6ad4jRkNQNKMGcR+8AGSwVDkcxgNBtb99A16bR5BYfVp8fjAIhykhwtrYeFTMK0+7Pgc0qPAzg1ajYLR+2HEZmgyDGzKT9Xa/1IqFfR4sR6u3vZkpuSxcfYZjBWoJ02LR5/AKX833PEN/5rtvCbJxOcHP2f2aTkJdFyzcbze9PVy9XeUtmQphoQE1H5+uA4swmv2HgoCkZCwe8903BqIVBYiEDGzuIL8kBq1b3u8YCo+6kIqBr3ltullbd9O9s5doNHg99GHZfbHqlAomNRiEi/VfwmAb458ww/HfijSHXHBrMiFvTuJz1/WqgwkSWL7/Aukxmbj6Goj75DRVO4/OYVCgffrr+P38cdyrZHlfxP96lhMRdwZtX/5IuKuXsbW0ZE+r064/1bdlOuw9X/wfX1YPBQubwTJBFXawxO/wYSL0OdL8C35lvWyZueooc/oBmhsVdy4mMa+5VesPaQi09jZ0S4/7+vgiqVm6UNjMBl4f8/7LL64GAUKPmj9AS/Wf7HU5zUnY1Y2Sb/8AoDXqJEl3hSQm6kjIb+43f0SVUUgIjxQ/DX5jcOves3bHvcKdsLR1QaD1kjMpTSLXNuk0xH/5ZcAeD4/HNtq1SxynXtRKBS80fQN3mj6BiCv536y/xMMpvvfEftWrU6ddnIX4D1/FW0mpSI4uTWKK0cTUKoU9B7ZAEdXW2sPqcy4Pz2YoJ9+RGFrS9bOnUQ8/wKGlPsna0edO83BlcsA6PHya7h43aVipEELZ/6BeY/Dj41h97eQFQcOXtD2dRh7FF5YCw2fAo2dBX4yy/MMcKL7C3LwdGp7NOf3xVp5REVXr2NXvEOroc3JZv/yv0p1Lp1Rx8SdE/n32r+oFCqmdpjKU7WfMtNIzSdl3p8YU1LQVAnBrbSzIRJ4Bjnd871CkiQRiAj3p8vLJSW//r9P1eq3fU+hUFAlf1Yk/Ixl8kRS5y9AHxGJyssLz5GjLHKNB1EoFIxoMIKP28jb6f6+/DcTd05Ea7x/km67p4ahVKkIP3mMyDOnymi0lnPjYir7/pFnd9oPqolfNesnRJY1527dCJk7B5WrK3mnThE+ZAi6qKi7PjcvK4v1P8tbdet17k7tNu1vf0LiJdg4Gb6rC8tfgGs7AAVU7wqD/pSrnvacAl41LP5zlYVqjb1p8UgoADsXXST+eoZ1B1RECqWSzs/Ks6Kntqwv3N1RXFm6LMZsHcPWyK3YKOV+V49Ue8ScQzULQ2oqKb//AYDPG2+UqGp1gev5y/ZVG947kT0zOYm87CyUKlWl2boLIhAxq8Tw6yBJOHl43rUhV0GeSMTpJLNvcTMkJ5M0cyYAPuPeROVk3bXwgbUG8m2nb9EoNWyN3MroLaPJ0t27FLibnz8Nu/cGYPdfcytki/QCWanawuTU2q38qN+p+P1IKguHJk2o8tdfaAIC0EdEEj5kKLlnz972HEmS2Dx7OpnJibj5+RfWpUCfCycXwx99YHoL2P8z5CSDsz90fAveOAnProB6/UFdceux3EuLR6oS2tALo8HE+l9OkZ1eMcrAh9RvRLWmLTAZjexaOLfYxyflJvHCxhc4GHsQe7U907tPp0tIF/MP1AySZ/2KKTsb27C6OPfuXeLzGPWmwvohofcJRApmQzwCglCXIugpb8okEJkxYwZVq1bFzs6OZs2asXv37rK4bJkryG/472xIgaA6HqjUSjKS8kiNNW810cRpP2DKysIuLAzXASXbOmZu3at055fuv+CoceRw3GFe3PgiSbn3TtZt/cTTaGztiLtyicuH9pXhSM3HaDCx4dfT5Gbq8QxyotMzFat8uyXYVqtKlcV/YVunDsakJCKffY6svTer8Z7duZVL+3fLW3Vfm4hN2lVY95ZcdGzFSIjcBwol1OoDQxbLHW+7vg/u5b8/T2kolAp6vBAml4FP17Fh1hmMhoqRvNrxmRdRKJVcPXKAqHOni3xceHo4w9YN40LKBTzsPJjTew6t/VtbcKQlp4+JIXXRIgB8xk9AoSz5x+mNS6notUYcXG3wCXG+5/MKApHKUj+kgMUDkSVLlvDmm28yefJkjh8/TocOHejTpw+RkZGWvnSZK6gf4hN690BEY6sisLY8UxJ+2ny7Z/LOnydt+XIAfN97t1R/EObW0r8lc3rNwcPOg/Mp53lu/XNEZd59et7RzZ1m/foDsOeveZiMFav3BsDeZZeJv56BrYOaPiPro7Gxbsnp8kLj40OVBfNxaN0aU04OUSNHkb56NalxMTe36rati//20fBLOzj0q9yEzjUEurwP487C0MVQuw+orNfQrKzZ2KvpO7ohNvZq4q6ls/fvipG86hkUTMNu8gzBjnmzkUwPDqBOJZ7iufXPcSPrBsHOwSzos4B6nvUsPdQSS5w+HUmnw6FVKxzbtS3VuQqWZUIbeqG4x7ZdqJyJqlAGgch3333HSy+9xIgRI6hbty7Tpk0jODiYmfnLCJVJwnX5TcL3HjMicMs2XjMFIpIkEf/5VJAknPv0xqF5c7Oc15zqetZlXp95BDoFEpUZxbB1wziTdOauz23e7wnsnV1Ijb3Bme3W6+hZEhcPxHJ6p5wj1P2FMFy9Haw8ovJF5eRE8K+zcOnbFwwGot+exOr3xslddR0zaZE4E24cBaUawh6HYf/Iyy+d3gKXAGsP32rcfB3o/nxdAE5vj+bSoYpRb6ftoKHY2NuTcP0q5/fsuO9zd0XvYsSmEaRqU6nnWY/5feYT7FJ+6+1or14lfcVKAHzGjyvVrKckSYVlHe6XHwI3AxEfEYgUnU6n4+jRo/Ts2fO2x3v27Mm+fXdOvWu1WjIyMm77qigMOh3JN+Q7/XstzQBUyQ9E4q6mm6VgUda2beQcPozC1hbfiRNLfT5LqeJShXl95lHHow4peSm8sOGFu/ansXVwoPUTgwHYt3wRem1eWQ+1RBKjMtm+UN663eKR0EpVOdWclDY2BEyZjEfvZlzxcycpOxsbyUBvv/MoPatDj//B+Avw1Dyo0Q3K0eyeNVVt5E2zPvJS1PYFF+TurOWcg6sbLfvLu1x2L553zyJnK6+s5PVtr5NryKVdQDv+6PUHnvblu2JowtffgMmEU/du2DdqVKpzJUVnkZWqRW2jJKj2nbmFBfTaPFLjYgDwDi3bHZGWZtG/8qSkJIxGI76+vrc97uvrS1zcnVH91KlTcXV1LfwKDi6/EfF/JUVFYDIasXd2uW+HUBdPe7xDnJGkm9NxJSUZDCR89z0AHsOHowks30mRPg4+zO09l3aB7cgz5vHm9jdZeP7Ojp0Ne/TFxduX7NQUjq03X2EkS8nL1rNh1mmMehNV6nvS4pHKdbdiFpIEEfthxSgU34eht9nJVV/5TbdeRBJZyb0xjdwP7d4Ap7ts2xVo+Wg1guu6Y9CZWP/LabS5RS8UZy3N+j6Os6c3WclJnNi45rbvSZLELyd/4YO9H2CUjDxW/TF+6vYTDpryPZOYtXcvWTt2gFqNz4QJpT5fwWxIcF0P1PdZyk2MkDdDOLi63XUzREVWJrcb/522kiTprlNZ7777Lunp6YVfUffY6lceJdySqPqgabpqjeU32mvHE0t1zfRVq9BdvYrS1RXPES+V6lxlxVHjyM9df+bJWk8iIfHFoS/48tCXGE0380HUGg3tnpKrtB5etZzcrPLbd0MySWyZc46MpDxcvOzo/kLYfdd4HzrZybDvZ5jeCub0hpN/kafVsS6uPhIKaoZWwz9HR8bOw0S9MhJjZvn9XVubUqmgx0v1cPKwJT0xl61zzyGZyvfuMrWNDW0HDQXkImd52fJMjs6o47097zH9xHQAXqz/Ip+2+xSNsnzvBJEMBhK+kGs1eTwzFNuqpb/puH4yf1mm0f1nUeOu3r1GVWVg0UDEy8sLlUp1x+xHQkLCHbMkALa2tri4uNz2VVHEFyE/pED1pnIgEnU+pcR3Naa8PBJ/+hkAr5EjUVWgfyu1Us2HrT/kzaZvArDg/AIm7JxAriG38Dl12nfCOyQUbU42h/KLXJVHh9eFE3EmGZVGSe+RDbBzLN9vpGXCZJLrfCx7Ab6rA5smQ9JF0DggNX6GLQ6vkKlV4ebrT++PvyDk11koHR3JOXiQiGHPoo9PsPZPUG7ZO9nQZ2QDlGoF108mcWxThLWH9EBhnbriGRRCXnYWh1f/TWpeKi9vepk119agUqj4sM2HjGtWujyLspK2/G+0ly+jcnXFa8yYUp8vIzmXxMhMFAqoUv/+gUj8Nblppm+1ylEr51YWDURsbGxo1qwZmzffnnS4efNm2rYtXZZxeXNzRuTBLxJ3P0fc/RwwGSUiSpi0mrpwEYa4ONT+/rg/M7RE57AmhULBSw1e4quOXxXWGhmxcUTh9l6lUkX7ocMBOL7hXzKSSjd7ZAnhp5M4vFZOHuv8TG28g++97e6hkBkvVzr9qalc+fTsP2DUgX9judHchIuc93iSiyfOoFAq5a269g44tmlDlfnzUHl5ob14kfAhT6O9ds3aP0255VPFhU5Pyy0kDq66RtT5+1estTalUkX7/NLvR9eu5IW/n+FYwjGcNc7M6D6DQbUGWXmERWPMzCTxxx8B8Bo71izNRK8ek9/XAmq64eBy/1o4BVW7fauJGZFiGz9+PLNnz+aPP/7g/PnzjBs3jsjISEaNsk7lT0swGY0kRoYD4FO1aElE1ZqUfHnGmJFB0q+/AuA9dixK24pbOrxP1T781vM3XGxcOJV0iiFrh3Ah5QIAVRs3JyisPka9nj2L51l5pLdLT8xly5xzIEH9ToHUae1v7SFZh8kIlzbB4mfkqqdb/wep18HGGZq/BCN3wcid0PxF0tJz2PqHvFuu7ZND8a95sx+TXVgYoYv/wqZKFQwxsUQMGUrO8ePW+qnKvbD2AdRt548kwabfz5KZUr6Tuqs3b4VL1WCMej0+x7MJdApkft/5tA2oODekSb/8gjElBZtq1XB/erBZznn1mDz7V72pz32fp8vLLdwMIZZmSmDw4MFMmzaN//3vfzRu3Jhdu3axbt06qlSpPMWIUmNjMOr1aGztcPPxK9Ix1ZvIL7yIs8nodcWrl5E8+3dM6enY1KiOa//Hiz3e8qaZbzMW9l1IqEsocdlxPLf+OTZHbEahUND52RGgUHB+93Zi8zsbW5teZ2T9LLmjrm9VF9oPqnxvDA+UHg07voBpDWHRILiwBiQjBLWEx6fDxIvQ7zvwl3cUmIxG1v38DbrcXALrhNFywJ13wTZBQVRZ/Bd2jRpiTE8n8oUXydx2584qQdbx6Vp4hziTl3UzWbq8WnllJcv8jgFQK9qZGU2+obrbg5exywtdeDip8+Tu4L6T3i5VKfcCmSl5cul+xc0b03tJuH5Vrtrt6VXpElWhjJJVx4wZQ3h4OFqtlqNHj9KxY8eyuGyZSYoKB8AruEqRi4l5BTvh7GGHQWci6mzRp1b1CQmkzJNnB3zGjUOhqhwFs0JdQ1nQdwFtA9qSa8hl/I7xzDgxA++q1ajXsSsA2+f9ZvXS75IksXPhRZKjs7B31tD7lfqo1A/JFlOjHs6vgYWDYFoD2DEVMqLB3h1ajYYxB2DEZmgyDGxubzFw4J/FxF66gI29A33HTrxnV121uztV5szBqVMnpLw8ose+RurSpWXx01U4ao2K3q/Ux9ZRTUJEJruXXrL2kO6gN+n54tAXfLjvQ2Ldc8ir4oRCgrMry/9uuAKSJBE35VMkvR7HDh1wNNPnV8FsiH911wc2xCxsploJ80NA9Joxi6T8ZRmvkKLP8igUisIo+MqxoifnJf82GykvD/vGjXHq2rVY4yzvXG1dmd5tOsPqDgNg5smZTNw5kWZPDkJta0vspQtc3LfLqmM8s/MGFw/GoVAq6DWiPk7uFbPDa7GkXIMtn8D39WDJM3B5E0gmCO0AT8yW6370+QJ86t718BsXznHg7yUAdH/5VVy87z8NrXRwIGj6z7gOfAJMJuI+/IjEn6dbPQgtj1y87On5Yj1QwNndMZzfF2PtIRVKzUtl1OZRhVv0xzQaw8uvfg4KBZcO7iXuSvkLnO4mc+MmsvfuRWFjg9/7k82WVFuQH1Kj2f3/HgDirhYkqlbO2VcRiJhBYqScuV7c+v8FL8Drp5KKtDyjj08gbYn8hu79xusVIsu8uNRKNZNaTuJ/bf+HWqlmc8RmxhwcR1gfuVz0roVz0eus0/wr7lo6e5bJbwhtBlQvLNdfKRm0cOZv+PMx+LEJ7PkOsuLB0Vuu9fHaMXh+DTQcBJp7B2PanGzW/fwtkmSibocu1G3XqUiXV6jV+H/6KV5jRgOQ9PPPxH34EZKh/NfOKGsh9Txp2U/eRrrzr0skRlp/C/TFlIsMWTuEQ3GHcFA7MK3LNEY3Ho1PlWqEdZAb2O1aVP6bW5qys4mfOhUAzxEjsDFTSkFWah5x19IBqNb4wYGImBERHigpMr8RUXBosY7zreqCs6cdBq2xsKjN/ST/9huSTod9s2Y4tC6fjaDMZUDNAfze83c87Dy4kHKBz6UF2Lq5kJmcyNE1K8t8PDkZOjbMOo3JKFG9qQ+Nu1ecYnvFkngJNk6WE0+XvwjXdwIKqN5NrnY67pxc/dSzaOv7W//4hYzEeFx9fOn24uhiDUWhUOD9+uv4ffwRKJWkLVtG9OtvYMrNffDBD5nmfUKp0sATo97E+lmnycvWW20sG8M38uz6Zwt7xizsu5BuId0Kv9/uqWGo1Gqizp4i4uQxq42zKBJnzMAQH48mKAjPV14223mv5m9S8KvmipP7/ZdltDk5pMbKrSN8RCAi3I0uN4f0hHigeEszIL/R1mwh11O5fDj+vs/Vx8eTlr9W7j321Uo5G/JfTX2bsviRxdTxqEOSPoUtoXLAd2jlMrJSkstsHCajiY2/nSE7XYe7nwNdn6tTuf79dTlw4i/4ozdMbwH7f4acZHAOgI5vy/1env1H7v+ivv8Ww1ud37OD87u3o1Aq6TN2IrYOJauY6f700wT9+AMKW1uytm0j8oUXMaSmluhclZVCqaD782G4eNmRmZzH5j/OlnmxM6PJyI/HfmTizonkGnJp49+Gvx75ixrut394unj70LjXIwDs+uvPIjXEswbt5cuk/Cnn4/m+PxmlnfmWYa8ckd/vi7IsU9DDzMXbFweX0m8ZLo9EIFJKSVFyF2FHd48SvUhq5QciEWeT0ebc+y4m+bfZD81syK38nfyZ12ce/ar146p/FgluWvTaPHYs+qPMxrB/xVViLqehsVPRZ1QDbOwqSffXuNOwdiJ8WwdWjoLI/aBQQe2+MGQJvHkauk4G9+JPR6cnxLNl9gwAWj/xNIG1754/UlTO3bsTMucPlK6u5J44QcTQZ9BF3yjVOSsbO0cNfUY1QKVREnk2pbDGTVlIyUth9JbR/Hb6NwCGhw1nRvcZuNre/T2xZf+nsLF3IDH8Ghf27y6zcRaVZDIR+8knYDDg1K0bzp07m+3c6Yk5xF3LQKEoWiASm59LU1mXZUAEIqV2646ZkvAMdMIjwBGTQSqcrvuv22ZDXhtbue7Gi8Bebc/n7T9ncuvJHK0nr6te2L2Toyd2WPzal4/Ec2KLvH+/2/C6uPs5PuCIck6bCUfnwq9d4Jf2cPg30KaDWwh0fR/GnYUhf0Ht3qAqWcAlb9X9Fl1uDv616hQ2MSwth6ZNCV24ALW/P7rr14kYMoS8CxfMcu7KwivImS7PyPVZDq8NN1uX7/s5kXCCQf8OYn/sfuzV9kztMJWJLSaiVt779ePg4kqLR58AYO+S+RgN1ltKupu0JUvIPXIUhYMDfu+9a9ZzXzokz4YE1XHH0e3BNaBiLp0HIKCUwXx5JgKRUkoqYaLqrR60PFM4G9K8GQ6tWpX4OhWZQqHg6TpP8+2Q37gRYkAB/D1zKuuvrbfYNZNjstg2X/6ga9orpLD2S4UjSRB9FFa/Js9+/PsGxBwDpQbC+sOzK+D1k9DxLXApfWG2/X//RczFc9jY28tbdc24xdy2Rg1CF/+Fbc2aGBITiRj2LNkHDprt/JVB7db+NOgkN8DcMucc6YmWyamRJIn55+bzwoYXSMhJINQllEV9F9GvWr8iHd/skf44urmTHh/HqS0bLDLGktDHxsrddZFLJJizmagkSYWBSK1WD645JUkSMRflQMS/Zh2zjaO8EYFIKSXmJ6p6lyYQaS4HIjcuppKdfvuOkNtzQx6+2ZD/auTdiHHjp2PUKPBM0/Dbwv8x9eBUdMa7txgvKV2ugQ2zzmDQGgms7U6rxypg2+3cNDj4qzzzMbsrHJsHuizwrAE9psD48/DUn1C9KxSx/s2DRJ45yYF/5J1dPV4ei5tv0Qr8FYfG15cqCxfg0Lw5pqwsol5+mYx168x+nYqs3aCa+FZ1QZtjYP2s08UumvggWbosJuycwFeHv8IgGegV2ovF/RbfkQ9yPxo7O1oPHALAgX+WoMuzfhKyJEnEffwJppwc7Js0wX3oELOePyEik7T4HNQaZWHz0/tJi4shNzMDlUaDTxH6mFVUIhApBUmSbs6IlHBpBsDV2x7fqi5I0p2zIil/zLmZG/KQzob8V7B/dbo8/QIAzS668fepxQxbN4zw9HCznF+SJLb+eZ60+Byc3G3pNaIeSlUF+VORJIjYB/+MhG9rw/q3IP4MqGyh4WB4fh2MPQLtXgenB78RFkdOehrrfvoGJIn6XXpSp4hbdUtC5eJC8O+zce7VC0mv58b4CaT8+afFrlfRqNRKer9SH3tnDcnRWexcdNFsW2ULtuZujtiMWqnmnZbv8HXHr3HUFH/ZskHXnrj5+ZOTnmaV3XD/lbFmLVk7d6LQaPD/dIrZC0ZeOig3gK3a2LtIuWYxl+QZWd9qNVGboZpreVVB3l3Lp+zUFPKyMlEolHgGhZTqXHVay3eOF/bHFr5hGFJTSV0md571GjXqoZ8NuVWzPo/jFRKKnV5Fmyu+nE85z+A1g/n3aukrNh7fFMm1E4ko1Qp6v9IAe+ei7xSxmuxk2PcTTG8Jc/rAqcVgyAOfetDnK7nk+hO/Qmg7sMDrSDKZWD/9O7LTUvEMCqHrC6+Y/Rr/pbS1JfC7b3EfJhfAi5/6BfFTpyIZzXv3X1E5udvRa0R9FEoFFw/EcXZX6ZJ7JUli4fmFDFk7hPCMcPwc/Zjbey7P1H2mxO9NKrWadoOfBeDwv/+Qk5FeqjGWhiE5mfjPPgPAa8xobKubdwbCaDRxOX+3TK2Wd3afv5uCZZmAWpV3WQZEIFIqSVHybIibfwBqm9J9WNVs4YtKoyT5RnZhQaLUhYuQcnKwDauLY/t2pR5vZaJUqej2otw4MTTClo6qxuQYcnhvz3u8v+d9cvQ5JTpv1PkUDqyUOyl3HFwL36ouZhuz2ZlMcHU7LHtenv3Y9D4kXQKNAzR5FkZshdF7odVIuQy7BR1Zs4Lwk8dQa2zo98bbaGzLpuKsQqXCd/J7eE8YD0DKn/OIfu11TNnZZXL98i6wtjtt+ssfqLuXXi4solVcKXkpjN02li8OfYHepKdTUCeW9ltKI+9GpR5j7dbt8alaHX1eLgfzl/XKmiRJxH70Eca0NGxr1cLzpZfMfo2ocynkZuqxd9YQHOZRpGMehkRVEIFIqaTkd0P0DCx9cStbB03hmuH5fbGYcnJInS83WfJ6+WUxG3IXQXXrE9axK0gSbc56MrrBaJQKJauurmLwmsFcTClek7yM5Fw2zT6LJEGdtv6EtQ+w0MhLKTMOdn8LPzWB+f3h7Aow6cG/MfT7HiZchMd/hqDmFpn9+K+YSxcKuyN3ef6VUiVul4RCocDr5ZcJ/O5bFDY2ZG3bRvizz6KPL3rrhMqscY9gqjf1xmSU2PDrGXIyipdPdSD2AE+ufpJd0buwUdrwbst3+anrT7jbmSe4VSiVdBj6PAAnN68rrMtUltL/WUHWlq2g0RDw5RcoSnljeTfn98UCck6gqghLvXnZWSRFy+UhAipxoiqIQKRUCtoyewaZp8pm3bbyjoXLh+NJWrwcY3o6mpAQnHv2NMv5K6OOz7yAjb0D8deu0C45lNk9Z+Nj70N4RjhD1g5hzpk5GE0Pnqo36IxsmHWGvGw9PlWc6TSkVvkK/kxGuLQJFj8D34XB1v9BajjYukCLETByF4zcCc1fBLuym8XJy85i7Y9fYzIaqdWmAw269Sqza/+XS9++hPw5F5WHB9pz5wkfPFhs70UO1Lo+Vxd3Pwey07Rs+v0MJuODi4jpTXq+P/o9r2x6hcTcRKq5VmPRI4sYWneo2f82Qhs2IaR+I4wGA/uWLjDruR9EFx1duCTj/fpr2NU1/+xDToaO8JPyVuqi3uDEXb4IkoSbr3+l7Lh7KxGIlELKjWgAPMwwIwIQVNsdJw9btDkGLqw4BIDnSy9Vmg67luDo5l64xrx70Z/Uta3O8seW0zm4M3qTnu+OfseLG1/kRta918clSWLnXxdJjMzEzklD75ENUGvKyb95WhRsnwrTGsKiQXBhDUhGCG4Fj8+ACRfgkW/Bv/RT5MUlSRKbZv1YWMK95yvW39Xl0KQJoUsWY1OtGoa4OCKGPkPWzp1WHVN5YGOnpvfIBmhsVdy4mMaBldfu+/yraVcZtm4Yf5z5AwmJJ2s9yeJ+i6ntUdtiYyyYFTm3ZweJEWVTjE0yGol55x15l0yzZni++KJFrnNhfywmk4RvVRc8A52KdMyN/ERV/0qeHwIiECmVZDMuzYBcprlOG3lWJNq+Lmpvb1wH9DfLuSuzxj374lutJtqcbLbN+QV3O3d+7PIjn7T9BAe1A8cSjjFw9UBWXll5150DZ3fd4ML+OBQK6DmiHs4eVu6oa9TD+X9hwZMwrQHs/AIyouU8j9ZjYMwBeGkTNHkGbKxXYO3YutVcPrgPpUrFI2+8ja1D+Sj2ZhMcTOjiv3Bo0xpTTg5Ro8eQsmChtYdldR7+jnR9Tr7bP745srAN/a2MJiN/nv2Tp/59inPJ53CxceH7zt/zUZuPsFfbW3R8ftVrUqt1e5CkwqU+S0uZM4fcI0dROjjISzIWuOmTJIlze+WuyMVZ7r1x4SwAAbUqd34IiECkxHIzM8jNz/D2CAgy23nrtJKzqVPda2Pz9EsoLbBWWdkoVSp6jnwNpUrF5YP7uHxoHwqFgidqPsHyx5bTxKcJ2fpsPtj7AW9uf5OUvJTCY2OvprN7qdxRt/WA6gTXKVoSmUWkXIMtH8P39WDJMLiyGZAgtAMM/B3GX4DeU8HH+m9M0RfOsmuhXGa/07Mj8K9huTvlklC5uBDy66+4PjkQTCbiP/2UuM8+f+h31NRo5kPjHvIOv61/nic17mZSb1RGFC9ufJFvjnyDzqSjfWB7Vjy+gu5VupfZ+NoNfhaFUsm1Y4eJPn/GotfKPXmShGk/AOA7eTI2QeZ7H79VzOU00hNy0diqilTSHcCg0xUmqgbXa2CRcZUnIhApoYLZEGcvbzRmbIakOLkPj5RzoFAS5dnCbOet7HxCq9HisYGA3PE1LzsLgGDnYOb0msMbTd9ArVSzLWobA1YNYFP4JrLTtWz4taCjrjdNepRuC3aJGLRwejn8+Sj82AT2fA9Z8eDoA+3ehNeOwfNroMGToLHyTE2+7LRU1kz7EpPRSO22HWnSu2iVNMuaQqPBf8qUwh01qfPnEz3mVYxZWVYemXW16V+NwFpu6LVG1v9yGm2unqUXlzLw34EcSziGg9qBj9t8zIxuM/BxKNtqwh4BgTToKufE7Vo012y1T/7LmJ7OjXHjwWDAuXdvXJ8YYJHrAJzbI8+G1GzhW+Q+VbGXL2DU63F0czfrjW55JQKREjLnjpnbzjv3TwJv7ALgwuEkDGauiFiZtX7iadz9A8lOTWHXwjmFj6uUKkY0GCF3AnWrQUpeCm9tf4uZX68mJ12He/6UdZnmNyRehA3vySXX/34Jru8CFFCjOzw1H8afgx6fgGf5qqZoMhpZ+8NXZKem4BEYTM+Rr1k9L+R+CnfUTJsmd+/duZPwwU+ji4iw9tCsRqlS0nNEfRzdbEmNy+GbbxYyZf8Ucg25NPdtzt+P/c3AWgOt9ntt8+RQ1La2xF66wNUj5i/fL0kSMe9NRh8TgyYkBP8p/7PYz5qXpefqMbmHWFi7oi/LRJ49DUBwvYbl+u/LXEQgUkIFgYi5ElUBck+fIffoUbwyLuLkpkGbbeDyEbEFsajUNjb0fOU1AE5v3UjU2VO3fb+ORx2W9FvCyIYjaRs5APskT3SqPDR94tHYlkFyqi4HTiyC33vJhccOTIfcFHAJhE6T4M1TMOxvCHsMVOWziuKeJfOJOncajZ09j014Dxs7y+YNmItL715UWTAftY8PuqtXuf7UYLL37bP2sKzG1kmF1D0Ko8KA240Qmsb14O0Wb/N7r98JcrbuHbiTuwfN+j4OwJ7F8zAVYddbcaTOn0/W1q0oNBoCv/8OlbOzWc9/q7N7bmA0mPAKdsIntOjXKXjvehiWZUAEIiWWnL9jxpwzIgUlql379KJ+Z/m8Z3ZGm+38D4OgsPo07N4bgE2zfrqjf4WNyoYeuiepH9sRgK015vO/85MZtWXUfXfWlErsKVg7QZ79WDkaog6AQgW1H4GhS+HN09DlPbkDbjl25fABDq9aDkCvUa+bfTbQ0uwbNCB0+TLsGzXClJ5O5IiXSfnzT4tN/5dXF1MuMmzdML678Rn7QlcA0CqyH50Vj6BUlI+PhBaPDcTOyZnk6EjO7dxmtvPmnjpFfEFDu3cmYV+vntnO/V8mo4kzO+X3lIZdgos8s6HX5hF7Wa6BFFyvocXGV56Uj1ddBVQ4I2KmGiL6+HgyNsgdKD2GDyesXQBKtYKEiEzir2eY5RoPi47PvICzpzdp8bHsWvDHbd9LiMhg+4L8jrp9QniiRw9sVbbsi9nHgFUDmHd2HgaTofSD0GbCkTnwa2eY1QEOzwZtOrhVga4fwLizMGQR1OoFynKyVfg+kqOjWD/9WwCa9n2c2m06WHlEJaPx8SFk3p+4DhggJ7FO/YLY9yZj0pm3aWJ5lGfI44djP/D0mqc5k3wGZ40zA/t3o3YbPyQTbPztDGkJJatIbG62Do606j8IgL3LFqLXaR9wxIMZEhOJfu110Otx7tUL96FDS33O+7l2IomsVC32zhpqtih6rk3MxQuYjAacPL1w8y19N+yKQAQiJaDLyyUjUV4yMdddYeqChWAw4NC8Ofb16mHvbFOYYX16h5gVKQ5bB0d6jX4DgJOb13P9+BEAstO1rJt5GqPeRJX6nrR6tDov1n+R5Y8up6lPU3INuXx95GsGrxnM8YTjxb+wJEH0EVg1Fr6pDWvehJjjoNRAvQHw7Ep4/QR0nAguFecNJi8ri5Vf/w9dbi6BderR8ZkXrD2kUlHa2uL/+Wf4vDMJlErSV6wg8rnhGBITrT00i9kXs48n/32S2adnY5AM9KjSg1X9VzGo9pN0GVqnsFPvuhmn0OWaIRA3g8a9+uHs6U1WchInNq4t1blMOh3Rr7+BIT4em+rV8f/sU4vnXpzaLt+s1usQWKy6RFHn5PyQkLAGD0V+CIhApERSY+TpNnsXV+ydS1/F0pSTQ+rSpQB4PD+88PGG+cszl4/Ek5WaV+rrPEyqNGhM0z6PAbDxlx/ITEll/S+nyU7T4u7nQI+X6qFUyn/koa6hzOk9h0/afoKrrSuXUi/x3Prn+GDvB7dt9b2n3FQ4OAtmtoPZ3eD4fNBng2dN6PmpXHRs0Fyo3gWUFetPzmQ0suaHL0mLi8XF24fHJryHSl20zP/yTKFQ4Pn88wT/+itKFxdyT5zg+pODyD1xwtpDM6vYrFjGbR/HyM0jiciIwNvem2mdp/Fd5+/wdpBbSqg0SvqMalCYvLp5zjkkk/WXq9Q2NrQdJM9aHFqxtHAnXHFJkkT8lCnkHj+O0sWF4Ok/o3IqWlGxkkqMzCT2SjpKpYL6HQOLdWxBfkjQQ5IfAiIQKRFzFzJLW7kSU345d6cuXQof963qQkBNN0xGiZPbxKxIcbUfOhyPgCCy01JZ+snXxF1Lx9ZBTd8xDbG1v/3DVKlQ8kTNJ/i3/78MrClvA155ZSWPrniUZZeWYZL+UxL7/+3dd3wU5dbA8d+2bHoP6SGE3ntHukiTJgqiAtbrVRR7fRW916vXaxfFimJBUQHpXXpRWiiGGpIQQiC9bMputsz7x5Ig0rJpm3K+fvIxTGZ2ToaQOfvMec6jKJC0AxY/YK/9WP0MpMeB1hU6TIa7V8OMPdDnEfAIrKlvucpt+f4rTh+KRavXM/ap/8Pd28fZIVUpz359afLzT/ZOrGlpJN01lez58+t83YjJauLzQ58zZskYNiRvQKPScGfrO1k6bilDGg+5bH8PHz0jHmyPRqsm6VAmfyy7dufVmtJmwGACIqIwFhawZ9miCr1Gzo8/kvvLQlCrCX/nbVyio6s2yCs4tNF+j2jatREevvpyH2csLOBcvL0+JKptzXdLdhZJRCogJ/VCa/cqmN+t2GzkfGPvIuh/112XdfbrPMxewBi37SymInOlz9eQ6Fz0jJjxJCqVmtzzh7BZjnLT/e3wbeR+1WP8XP14pc8rfDfiO1r6tSS/JJ9/7foXU1ZOYX/afijMhJ2z4aPuMG8kHPoJLEYIbgcj3rKPfkz4DBr3qZEF56rTn5vWs3/VUgBGPPwEjaJjnBxR9XCJjib655/wuukmMJtJ+/drpD7zLLai2lEv4aitKVsZv3Q8s2NnY7Qa6RrclZ9v/plnezyLl8vVZ24ER3sz6C57O/F9a06XLVnvTGq1hn6TpwL2Tr4F2VkOHV+wfQdpr78BQKMnHsfzhuqvbTJkGzmx237tOgx27B6R/OdBFJsN/7AIfBoFV0d4tZIkIhWQfc7eoMYvzLEhtysp2LKFktOnUXt54XuFpjqN2wbgH+aB2Wglbltqpc/X0JiM/mhcewFgM27C3bt8y8N3atSJBaMX8Gz3Z/HQeRCXFce0NdN44ptenNk4C7JOgs4DukyF+zbCg9uh5wP2Nuz1QMqxODZ8+TEAvSfeTouefZ0cUfXSeHoS/v57NHr2WdBoyF++nKRJkzAl1syaJ1XhVO4pHv7tYR7+7WHOGM4Q5BbEf2/4L1/f9DUt/FqU6zVa9gwpa+y38ZujZCQbqjPkcmnarSdhLVpjKTGxa9GP5T7OeOwYZ2fOBIsF75tvxv/ee6sxyoti1ydjsymEt/QlpIljI4hJB/YBEN2pa3WEVmtJIlIBOefsNSJ+oZVfJj5n/g8A+E6ciNrj8rU6VGpV2S+Gg7+dwWq+/qqZwi7nfCHrvoxDo++BZ0AzrBYTK95/s9wV+NqCDO7MPM+KjEIm5htQKwrrPdwYGxHOu90nYHh0H4yZDRFd6/zox19lp6aw9K3XsFosNO/Rh9633O7skGqESqUi4O7pNP5mHpqgQEwn40maeCv569Y5O7RryizO5NVdrzJh2QS2pmxFq9Iyve10lo9fzqiYUQ4XPPYa35SotgFYzDZWfXKIwrzKz1ipDJVKxQ1T7LVzhzeuIzv1+tPszefOceaBf2ArLMS9R48aKU4F+yq7pZ1Uu46IduhYRVFIvJCINOnYpapDq9UkEXGQoijklo6IhFZuRKQkKYnC7dtBpcJvytV/2TfvHoynn56i/BKO/X6uUudsKIwFZlZemAEQ1syP2199CXcfXzKTk9g07/OrH2izwom18OMU+5ovG/9NYE4yswps/OLXh17+7TCr4OvMvYxaOYkFxxZgttWfR2aFuTksfmMWxgIDIc1aMGLGE6jqWIFtZbl360bM4sW4d+uGrbCQs4/OJO3N/6HUsim+ReYiPjn4CSMXj2ThiYXYFBtDo4ayZNwSnuz2JB66ii1CqFarGHZvG3yD3SnIMbFqziHMTu7wHNG6HTFduqPYbJd0Tb4Sa34+Zx54AEt6OvrmzYj4aHaNrdlV+maxUbQ3ES0dGx3NOnOaguwstC56Ito0nEJVkETEYYU52ZhNRlQqdaWf4eX8uAAAj/434BJ59cJXjVZNp6H2UZG9q5NkVOQ6rGYbqz49RF56MV7+rgz/R3u8gwIY+chToFJx+Le1HN2++dKDcpNh0+v21W5/uA2OrwTFCpG9YNwn8OQxWoz9nM9H/8DHQz4m2juaHFMO//njP4z5dQzLTy3HWsUdIGua2Whkyf/+RV56Gj7BIYx/5mV0+tqxvk1N0wYFEfX1V/hfWBY+++uvSbrjTkqSk50cGZhtZhadWMToX0cz58Acii3FdAjswDfDv+G9Qe/R2Ltxpc+hd9cx6uEOuHroSD9tYMNXR7A5eSZN/zvuQaVWc2rv7yT/eeiK+9iKiznz0EOYTsajbdSIyM8+Q+Nd+ZmN5WEqMnP4QgPKrsMbOzwCk3hwPwCRbdqhbWCLnUoi4qCc8/bREJ9GwWi0FW/DbSsuJvdXe1dD/3I01ml7QxjuPi4UZJvKlpQWl1MUhd++Pcq5+Dxc3LSMmtEBd2/7P+rG7TvRa8JkANZ//hGZSfFwZBl8fwu83wG2vAn5Z8HNH3o9DA/9AfeuhU5TwMVe4KpSqegf0Z/FYxfzfI/n8Xf1J6UghRe2v8DE5RP5Lfm3OjnjwmazsuLD/3H+1ElcvbyZ8NyruPv4Ojssp1LpdAQ/87T9HbWPD8bDh0kcP4G85cudEo/VZmX5qeWMXTKWV3a9QkZxBuGe4bw14C2+H/k9XYKrdjjft5E7I/7ZHrVWRcKBDHYtjq/S13dUQEQkHW8cCcDmb7+4rPW7zWQi5eEZFO/dh9rTk8jPPkUXVvnH5+V1aFMKZqMV/zAPmnRwfKZc4v49QMOrDwFJRBxWWh/iW8n6kPyVK7Hl56OLiMCjX7/r7q910dDtwjPHfauTZDG8q9i9PJGTe9JQq1UM/0c7AsIu7RfQe+Jkolq2wGwysuSlhyj+4W6I3wAo0KQ/3DLXPvNl+OvQqNVVz6NT65jSegqrJ6xmZpeZeLl4EZ8bz2ObHuOOVXewK3VXnUlIFEVhwxcfk7BvNxqdjnFPv4R/FRRi1xdeQ4cSs+RX3Lp1xVZYSOrTz5D63PPYCstX+FxZNsXGmsQ1jF82nhe2v8AZwxn8Xf15utvTLBu3jOHRw6ut/iGsmS9DprUG4MCGM05fcqLPrVPQe3iQcTqRPzdtKNuulJRwduZjFO7cicrdncjPP8e1desai8tYYCZ2vX20rNuIaFRqx/4+ig35pByNA6Bp1x5VHl9tJ4mIg3LK6kMqnogoikL2D/YiVb/bJ182Zfdq2vQNw9NPT2FeicyguYKjO1PZuyoJgIF3tiSylf/FL5qNcHgh6m/HMtr2DT66YvJKXFhxvgPWPjPhkf0wbTm0nwja8s/7d9e5c1/7+1g9YTX3t78fN60bhzMP88D6B5i6eipbU7bW6oREURS2fPclhzeuQ6VSM/KRpwhvWXO/wOsKXWgojefNI3DGDHs31iVLSJxwC8V/xlXbOW2KjQ2nNzBx+USe3vo0iXmJeLt4M7PLTFZPWM3UtlNx0VT/EH6L7iH0HGOfur11wQmSDmdW+zmvxs3Lu6x4esdP32EqKkKxWDj7zLMUbN6MSq8ncs4c3Lt0rtG49q09jdloJTDSs6wjtiMS9u9BUWwENW6CT6OQaoiwdpNExEFliUhIxRMR48GDmI4cReXigs+ECeU+TqNT021kNAD71iRRYqwdrZhrgzPHstn8vb0RULeR0bTuc+HvJ/0YrHke3m0Fi+6FpG24aa2M7eODTqcl2eDBlrPhENC0Uuf30fvwaJdHWTVhFXe0vgMXtQsHMg7w8G8PM2nFJNafXn95U7RaYNfCH9m30t4rZNg/Hqn303QrQ6XVEjTjYRp/+w3akBBKTp8mafJkMj7+GMVcdQXLZquZJfFLGLd0HI9vfpyTOSfx1HnyUMeHWHPLGu5rfx/uuqv3wqkOXUc0plWfUBQF1n0ZR8YZ503r7XTTKPxCwyjKy+WPRQs4+8STGNasAZ2OiI9m49GrZ43GU5BjKluGo+eYGIdHQwDi9+wCoFn3XlUaW10hiYiDcs9XfsZM6WiI98iRaP0cq6xu1ScU7yA3ig1mYtc5v3CuNshINrD608PYbArNuwfT46ZgiJ0Pc4fBnJ7w+xx7G3bvcBjwHDx2mKCHFjPi0WcAiF2znP2rq+a5f6BbIM/1eI41t6xhWptpuGndOJp9lCc2P8H4peNZfmp5rZlls2/lEnYttP8sDpr+AO0G3ejkiOoG927diFnyq70BmsVC5uyPSLp9Cqb4ytVQFJmL+P7I94z8dSQv7XiJxLxEvHRe3N/+ftbcsoZ/dvrnNRuSVSeVSsXAKS0Jb+mH2WRlxeyD5GUUX//AaqDR6uh/p70nyL4Vi0nbtBGVTkfEB+/XSMOyv9uzMhGr2UZoMx8atwtw+HizyUjSQfvaVs26967q8OoESUQcYLNZK52IWLKzMay2r7Lrd4fjqz9qNGr6jLe/e49dn0x+lnN+GdQWuWlFLJ99ALPRSni0liGBX6N6txUsfQjO/AEqDbQaDVN+gccOw6Dnwdc+Q6l5jz5lXRs3ffM5x3dtr7K4gtyDeKr7U6y9ZS0PdHgAL50XCXkJvLD9BYYvHM6Xh78kz5RXZedz1L6VS9n87ZcA9L3tzrJ1eUT5aHx9CX//PcLeegu1tzfGP/8kccItZH09D8Xm2MhXZnEmcw7MYfii4by5503OF54nwDWAx7s+zrqJ63i0y6P46J3fWl+jVTPiH+0ICPegKL+EZR8ecFqPkeiWbQhSabEBxyMbEfHpJ3gNHlzjcWSmGDh6YfJAr3FNK1Srk3QoFkuJCe+gRgQ1blLVIdYJkog4wJCZidViQaPV4hVYsfVDchctQjGbcW3XDrf2FZsrHtM5iLDmvljNNn7/9VSFXqM+KMw1seyD/RQbzAS5pTKy6DY0sV+AKR/8omHIy/DEEZg8H1oMA/XltTg9xt1qr8RXFFZ/9HbZypdVxc/Vj0c6P8LaiWuZ2WUmAa4BpBen88H+Dxj6y1Be+/01EvNqtnvn7qUL2fztF4D9++85YVKNnr++UKlU+Nw8mpjly/HofwNKSQnpb77J6alTy9WRNS4rjhe2vcCNC2/kk4OfkGPKIdwznJd6vcTaiWu5p909eLpU7+JsjtK767j50U54B7qSn1HM8tkHMdXwar2WjAzOTL+blscSQVE45+VGrn/NJ2qKorD955MoCjTr2oiwZr4Vep0TF94ANevWq8Gstvt3kog4oGzGTEgY6ivc1K5Hsdnsiy9hL1KtKJVKRb9bm4MKTu5N51x8boVfq05SFIwndrPstVUYskvw0aQy2vMFXLQWaDsBpi6FR2LhhifB69qFXyqVisH3/INm3XtjtVhY+tZrpCdV/YJfXi5e3Nf+PtZNXMdrfV+jpV9LjFYjPx3/iTFLxvDQhofYfGZztfci2bXoR7b9MA+A3hOn0G/y1Ab7y6+q6ILt/SpC/vUqand3ivfuI3HsODI/+eSyJmhmm5k1SWu4a9VdTF4xmeUJy7HYLHQM6sj/+v+PFeNXcFvL29Bryl8wXdM8fPTc/Ggn3LxdyEopYNWcQzU2i8944gSJkyZhjIvDz82DNl3t9SC/ffUpNmvNziRMiM3g7IlcNDo1vSdUrMbMbDQSv/d3AFr1HVCV4dUpkog4oLSHiG8FC1WLdu/GnJyM2tMT7xEjKhVLUJQXbfqEArDt55NObzZUI4pz4PdPMX88gJWz95Bd4IO7OpsxTb/FfcQz8ORxuPVriBkIDnQDVas1jHz0KcJbtcFUVMgv/36xWpIRABeNC2ObjeWXm39h7rC5DIwYiAoV285u45GNj3DTopv45MAnpBVW7YJjiqKw9Yd57Px5PgD9Jk+lz61TJAmpIiqVCr/bbqPJsmV43GAfHcn44EMSJkygaP9+kvOTeW/fe9z4y408veVpDmQcQKvWMjpmND+O+pHvR37PiCYj0Kq11z9ZLeDbyJ2bH+mIi6uG1JO5rJsbh9VavcXYBdu2c/r2KVhSz9kXKlzwIwP+ORNXTy8yk5OIXVNz/V3MJis7FtprgjoPi8I7wK1Cr3Nq3x9YTCZ8gkMIaVa+9YDqI0lEHFDZNWZyf/4FAO/Ro1C7V77qvefYpri4aclINpQtO13vKAokbYdF98PbLTGvfomVJ27hvLk1em0JY+4JxfvxtdBnBng4XihWSueiZ9wzLxPSrAXGAgO/vPZ/1ZaMgP3G1SO0B7OHzGb5+OVMbTMVH70PaUVpzDk4h2GLhvHIxkfYmrK10sWtVouZ1R+/y56l9tG4/nfeQ8/xt1XFtyH+xiUinMjPPyPs7bfRBPhTEn+K01PuYMk/hvPTnrlkGbMIcA3gwY4Psu6Wdbxxwxu0C2zn7LArJCjSi5EPdUCjVZN4MJMNXx/BVg3JiKIoZH/7HWcefNC+dkz37kQv+BGXxo1x9/YpW4dm5y/zHV6dt6J2L0/AkG3E019Pl2EV72R7dMcWAFr1GdCg3xRIIuKA3Er0ELHk5GBYvx4A31tvrZJ43L1d6HNhSPCPZQnkZ9ajwtWCDNjxAXzUDeaNgsM/Y7EorCp8nbMl7dHp1Yx+ojcB3fpW2YJzrh6e3PLCvwhp2hyjIb/ak5FSjb0b83T3p/nt1t9444Y36BrcFZtiY/OZzTz828MM/WUo/939X+Iy4xzuSWIqKmLxf1/l6LZNqNRqbnpwJt1vLv+UceEYm2Jjf/p+PgzYz4x7bfzW0f6zeWOswpwv1XxeOJF1E9bwcKeHCXIPcnK0lRfewo/hD7RDrVERvzedDfOOVunorK2wkNQnnyTt9dfBasVn7Fii5n6Jxte3bJ/2g4YR2qwlJcXFbP5ubpWd+2rST+dz8Df7G7+BU1qh0zv+mB6guMBA0gF7W/fW/RruYxmo5kTkP//5D3369MHd3R3fv/zg1FW5aecB8A12PBHJX7YMxWxG36Y1bm3bVllMbfqGEdbcF0uJjS0/HK/VzbOuy2aDUxvh52nwbmtY/zJkxYPOA0vHu1nlsYiUgqZo9RpufqQTITFVX6Dm6uHJLS/+uywZ+emV50j+82CVn+dK9Bo9o2NGM2/4PJaOXcqdre/E39WfbGM284/OZ/LKyYxdOpbPD31OiuH6HS5zz59jwctPk3z4ADq9K+OfnSVTdKvJ8ezjvLfvPYYvGs70NdP5+cTPnNMUsPTWcGJn3YI6pjFuBWZ8P1xAysTJFP7+h7NDrjLRHQK56f52qNUqTu5JY+M3VZOMmOLjSbxtEvmrVoNWS/ALzxP63zdQ/W0dFpVazZB7/4lKpeb4zq2cPnyg0ue+GqvVxsbvjqEo9sVIKzJdt9TxHVuxWS0ERUUTEBFVhVHWPSqlGu9cs2bNwtfXl5SUFObOnUtubq5Dx+fn5+Pj40NeXh7eNbRw0dXYbFY+vOsWrBYL93/0Fd5B5e+epygKCTffTEn8KUJmvYzf7VW7rHpuWhEL/r0bq8XGgCktade/jrXnzj8HB76H/d9B7umL28O6QNdpWFuNZ9VXSSTHZaF1UXPzIx0Ja+5Y/xVHGQsLWPr2a6Qc+RO1RsuIhx93SjGZ2WZmV+ouViSsYFPyJoxWY9nXWvu3ZkjUEG5sfCMxvjGXHJd0YB8rP3wLY2EB7j6+THjuFYJjmtV0+PWWoigcyz7GxjMb2XB6A/G5F3uIeOg8GBo1lJExI+kZ0hONWoNisZCz4CcyZs/Glmeftu114400evopXKLqx03oVGw6a7+IQ7EptOodwqC7WqOuQHMvxWYj5/v5pL/zDorJhLZRI8Lffw/3LtdeS+e3rz7hwNqV+IVFMPXND6tl4bg/liWwd1USrh46przSEzevip1DURS+e24mGUkJDJp2P11Gjq3iSJ3Pkft3tSYipebNm8djjz1WpxOR/MwMvnj4btQaDTO/X+zQrJmi/bGcnjIFlasrzbdtReNV9U2JDmxIZsfCeLQ6Nbe+0B3/0IotAV5jrBb7Gi/7v4ETa+0r3QLofaDDbdB1GoS0p8RoYfWnh0k5loNWp2b0jI6EO7i8dkVZSkpY/dE7nPhjBwC9brmdPhNvR+VAIWxVKigpYEPyBlYkrGDP+T2XdGpt4tOEoVFDGRg+gMIdR+1FqYpCaPOW3PzE83j5V2y6ubjIYrMQmx7LxuSNbEzeSGrhxWUWdGod/SP6M7LJSPpH9MdVe+VViy05OWTO/oicBQvsI4BaLb633ELgQ/9EF1y51bxrg/h96ayba09GmncPZsj01mg05f/3Yj5/nnMvvEjhzp0AePTrR9h/30BbjnYJxsICvn78QYrycuk5fhL9Jt9V4e/jSlJP5rLk3f0oCgy7ry3Nu1X87ystIZ7vn38MjVbLPz79Fjcv597fqoMj9+9aVaJtMpkwmS42yMnPz3diNJfKS7c/lvEOauTw1N3chfYiQe/hw6slCQHoODiS5CPZnDmSzfqv4pj4TDc0ulpYApSbbB/5iP0eDH9ZLyeqN3SZBm3Glq10ayw0s+Kjg6Ql5qPVaxj1z/Y1loQAaF1cGPXYM3h+O5f9q5fx+6IfSU+MZ8SMJ3H1qPn+Dp4unoxrNo5xzcaRY8xh05lNbDi9gV3ndpGYl8j83V+RfHAZodn2m6BP91YMeeBJvLwlCamocwXn2Jm6k52pO/n93O/kl1z8neSqcaVveF8GRQ5iUNQgvF2ufzPR+vkR8vJL+E6eRPpbb1O4bRu5P/1E3pIl+N1xBwH33+dwt+XapHSdlfVz4zi5J40So4Xh97dD63Lt35mK1UrOjwvIeO89bIWFqFxdafT0U/hNKf/MLlcPT4bc+0+Wv/sGe5YtpEWvvjSKjrn+geVgKjKz/us4FAVa9Q6pVBICcOg3e1PL5j371sskxFG1akTklVde4dVXX71se20YEflz03rWfvoBjTt0ZuKL/y73cdaCAk7e0B+luJjGP8y/7vBiZRTmmVjwr90YC8206x/OgCktq+1cDrGa4fgq2PeNvQaECz9ybv7QaQp0mQpBl8ZamGdi+YcHyDpbiN5dy+hHOhLSxHndJeO2/MaGLz7GYi7BJziEEQ89QXirNk6L56/yTfmsXPkVKb9uRF1iw6yx8UebbOIj7avDtgloQ8+QnnQN7krn4M7lumE2VLnGXGLTY/n93O/sTN1JUn7SJV/31fsyIGIAg6MG0zusN27aik3bLFW0dy/p771P8b59AKjd3fGdPBn/adPQBTu+eFptcfrPLNZ8dhiL2UZYc19GPdQBF7crv+81HjnCuVmvYDxsbybo2qEDYf99A31MxZKIZe+8zsndO2nUpCl3/Odd1OVcVPRqFJvC6s8Ok3gwE+8gNya92B0X14q/hy8xFvPZg1MpKS7m1pdeJ6pdh0rFV1tV66OZqyULf7Vnzx66detW9ufyJiJXGhGJjIysFYnI9gXf8cevP9HxxpEMve+hch+Xs2AB5195FZemTYlZsbzap2glHc5k5ZxDoMCgu1rRpm/FF+ertKxT9kcvB36AwoyL25sMsD96aTX6iivd5pwvZMXHh8jPKMbd24UxMzsREO78DpNpCfEse/d18jPSUanUdB8zgd633oFWp3NaTLlp59n41SckHrDfyIKbtaDx7cOJLTnG9rPbOZp99JL9Vaho6d+SrsFd6RrclfaB7Ql2D26QUwcVRSGlIIXY9Fj2p+0nNj2WhLxLZ0mpVWo6BHagT1gfeof1pl1guyrv9aEoCoXbtpH+/vuYjtj/vlQ6HT7jxuJ/zz3om9TNtt+pJ3NZ+fFBSi6sSjvqoY54+l38924+d46MDz4kb+lSUBTUnp4EPfE4fpMmlXtF8ispzM1h3hP/xFhYQL/bp9FzXOVmKe5ekcieFYlotGrGP9WF4OjK3Yv2r17Gpnmf4xcaxt3vfVZv/+1VayKSmZlJZua1l4GOjo7G1fXiM9L6UCOy8sO3OLZjC/3vvMeh6Y+Jt03CeOgQjZ59loC7p1dfgH+xd1UifyxLRK1VMf6JLtUyu+SqzEY4utyegCRtu7jdMxg63QFd7gL/q7/TSTmew5rPDmMqsuAd6MqYmZ3wCarZlUavxVRUyKZ5nxO35TfAvubQoGn306Rzt+scWbVKiovYu2IJe5YuxGIuQaPV0mPcbfQcfxsa7cUbZWZxJrtSd7EvbR/70vZd9g4fIMA1gLaBbWkbYP9oHdCaILegevULUlEUUgwpHM0+av/Isv8/25h92b5NfJrQLbgbfcP60j20e42NIJUmJJmff07xXntiiUqF56BB+N1+Ox59+zitPqmiMpINLJ99gGKDGQ9fPaMe7oCfh5nsr78m+9vvUC688fQeNYpGzz6DrlHVjALFbfmNNXPeQ6PTcefr7xEYFV2h10k8mMGqT+wjNYOntrq4qncF2WxWvpr5AHnpaQy59yE6DRtZqderzaRYtRr88OKTnIs/zpgnXqB5zz7lOsZ06hQJo0aDVkvzLZvRBlR8qpcjFJvCms//JOFABq6eOiY81QW/kGouXk0/an/0cmiBvQMqgEoNzYbaaz9a3ASaa48cHN2Zyubvj2OzKYTEeDPiwQ64e1d95XtVOLl7Jxu+nENRXi4AMV260+e2OwluUrFWz+VlLjFxaP0a/ljyM8X59tkXUe06MOTeh/APi7ju8ZnFmexL28fe83uJTY8lPjceq3J5a2xvF2+a+jYlxiem7P9NfJoQ7B6MpgLLG9QUs83MWcNZEvMSScpPKvt/fE48BvPlS9dr1VraBrSlS6MudG7UmU6NOuHn6vwajaL9+8n64ksKNm0q26aLisJv0m34TJhQp+pI8jKKWfnxQXLOF6FRWWl3bB4B5+z9M9y6dSX4mWdw61C1jycUReHXN18lMXYvgVHR3PGfdx2eRXM+IY+l78diKbHRfkA4/W+v/KPuE3/sYPm7b+Dq6cUDc75Gp79yUXN9UGsSkeTkZLKzs1m2bBlvvfUW27bZ3yE3a9YMT8/rD7XXpkRkzv13UJyfx11vfljuAqj0d94h64sv8Rw0iMhP5lRzhJcqMVpY+l4s6acNePm7MuHprpcMi1bNSQoh7ld7ApKy++J27wj7yEfnO8Hn+jdHq9XGrsWnypoENe/WiMHTWqPV1d4bHtibhf2+eAH7Vy0tW+eiSaeu9Bh7K+Gt21bpiIIhK5MD61Zy6Le1GA32gkm/0HD6TrqLFr36VvhcRouR4znHicuMIy4rjiNZR0jIS7hkRs5faVVagj2CCfMMI8wjjHDPcII9gvF39cfP1Q9/V3/8Xf1x17pX6fevKAoGs4E8Yx45phxyjDmcLzzP+aLznC88z7nCc5wvPE9aYRoW5cqLsOnUOlr4taCVfyvaBLShtX9rmvs1v+oMl9rAlJBAzoIF5P26BJvhQiKl0+HZvz8+N4/Gc+BA1K61N35FUSjas4f0Hxey61wTcnxbgmKjZeEf9Li7N16DB1XbyFthbg7fPD2D4vw8uowcy6Bp95f72OzUQha/sw9ToYWoNv6MfLiDQ7N/rkRRFH586SnOnTxeLbN6aptak4hMnz6db7755rLtmzZtYuDAgdc9vrYkIiXFRcyebm+JPePrn9C7X390QbFaiR80GEt6OuEffoD3sGHVHeZlig0lLH57P7lpRfiFuDP28c54+FRBMpJ6wP7o5fBC+0q3ACoNtBwBXadD08FXXOn2SgpyjKz9Io7zCfZ3991GRtPj5iZ16rFAdmoKuxb+yPGd21Au3MB9Q0Jp038wLXr1wz8sokLfT1F+HvF7dnF85zbOxB0ue23voGB6jr+NdgOHVroQ70qMFiOn809zKvcUp/JOkZiXyKncUyQbkrHYyrfSql6jx8vFC3etO25aN9y0brjr7J9r1VpUF/5DZa/DUKGixFqCyWrCaDVispgwWU0UW4rJL8knz5R3xZGbK3HTuhHtHU20dzRNfJoQ7RNNjE8MMb4x6NTOq+epDFtREfmrVpHz4wKMcXFl29UeHngNHYLnoMF49OuLphxv8GpCSUoK+atWk7dsKSXx9hXCbSo1CX1mkKyzjyxEtw9gyPQ2uHpU399Jwv49/PqmvaZxwvOv0qRT1+sek3O+kKXvH6Aw10RwE2/GPta5wt1T/yrpwD4WvTELrc6F+z6ai4dv3RnVqohak4hUVm1JRDJOJ/LtM4/g6uXNw1/+UK5jCrZt58z996Px8aHZtq2oq6G5TnnkZxaz+O39FOaa8A5yY+xjnSq2QJMxHw7/Yk9Azv2l06hfE/usl053gJdjU9pO/5nFhnlHMBaYcXHTMmRaa2I61d221znnU9m7bDFHt2/GbLrYeMwrMIioth1oFB1DYFQ0nv6BePj6oXXRoVKrMRtNGAsMGDIzyD6XQnpiAilH/yQrJfmS149o3Y4uI8fQtFvPCq3+XFlWm5XM4kxSC1M5W3CWcwXnOFtwlvSidHKMOWQbs8k2Zl/SdK2quWnd8NX74qv3JdgjmFCPUEI8QghxDyHEI4QwzzAauTdCrapbtRSOMJ44Qf6KleSvWIE59S9T4LVa3Lt1w7N/f9y7d8O1VStUNVRIrdhsGOOOULhjB4aNGzEeOlT2NZWbGz6jR+N3+2T0rVtzdMc5ti44gdViw8vflWH3ta3WOrbfvvqUA2tX4O7jy9T/zb5mApCZUsCyD2IpNpjxC/VgwpNdcPWs/DVUFIUfXnyC86dO0nXUWAZOLf/oTF0liUgVO7l7J8veeZ2Qps254/X3ynXM2SefIn/lSvymTCHk5ZeqOcJry88sZun7seRnGvH00zPyoQ4ERZajn4miQMoe+6OXuMVgLrJv17hA65vttR/RNzi00i1ASbGFHYviObLd/ks0MNKT4Q+0q1VFqZVhNho5uXsnR7ZtIuXIYayW8o0iXElQdAwte/WjZZ/++AaHVGGU1afIXESWMYuCkgKKLcUUW4opshTZPzcXY1EsKIqCglL2f7A/OnHVuqLX6HHVuKLX6tFr9PjofcqSDxdN7awZcgZFUSiOjcWwfgMFmzdTkph4yddVbm64deyIW+dOuLZshb5FC1waR1VqRkopa34+xqPHKD50EOOhQxTt3Yc1J+fiDmo17j174D1iBN4jRlzWPykj2cCaL/4kP6MYlQo6D2tMj9FNqqX3kbnExPznHycrJZmINu2Y+OJrlxR0lzp7IofVn9oL5QMjPRnzaKcKd079u/i9f7D0rX+j1eu5f/Zc3H18q+R1azNJRKrY3uWL2fL9V7Ts05/RM5+57v5Wg4GT/W5AMZmI/uUX3No7f3XNghwTyz6IJed8EVoXNUOmtSlrPnSZomw49BPs/xbSj1zcHtjSPu22w+QKr3R75mg2G787SkG2vVq+w6AIek9oWuvrQSrKbDKScuRPzsWfID0pgezUFApzsigpvnSBQo1Oh6efP35hEQSERxDesi3hrdvi7u283imibik5fZqCLVso3LGTogMHylrJ/5XKxQWXxlFoQ0LRhYaiDQlG4+2D2sMDtacHar0exWoFRUGxWrEZCrDm5GDNzcGSkUnJ6dOUnD6NNfvy2UZqDw/ce/XC84Z+eA0det1uqKZiC1t/PM6J3WkA+Id5MHhq60pPj72SrLNn+OHFJygpLqbLiDEMmv5A2dcUReHPLWfZ/vNJbDaF4CbejJ7RscoeGVktFr595hGyz56hx7hbueH2aVXyurWdJCJVbMPcTzi4biU9x99Gv8lTr7t/zs8/c/7lWbg0a0rM8urvHVJexkIz6+bGceaI/ZdI+4H2JEDnorGPfpzeYR/9OLIUrBf6uWjdoO14ewIS2bPCK93mZxazY1E8CbH2fiLega4Mntqa8Bb1+znp1ZhNRmxWK1aLBZ2rKzqXKi4kFg2aYrNRcuoURfv2U3zoEKaTJzHFx6MUV90K3dqwUNzad8CtQ3vcOnXCrUOHCj0KSojNYPMPxyg2mEEFrXuH0mtc0yqfMXdyzy6Wvf0fAEbMeJI2NwzCWGhm64ITnNxjT4aadw9m0F2t7L8Tq8ie5YvZ+v1XuHn7cM97n+FaS+p4qludbfFeW5W2d/dpVL6h8bwlSwHwHTeu1iQhAK4eOkY/3IFdv57iwIYzHN6cQvKf6QzsfIyI1E/sK92WCmlvf/TS/lZw863wOQvzTBxYn8zhzWexWmyo1CraDQin19iYSnUnrOvq87Q94XwqtRp98+bomzfHb/IkwJ6cmM+coeRMCpbz5zCfO48lPQ2roQBbwYWPEhMqtQY0alRqDWpPTzR+vmj9/ND4+eMSFYlLdDS6qMZoPKumJUBM5yBCm/uw/ZeTnPgjjaM7zxG/P51OQ6PoMCiiykYmmnfvTa8Jk/h98U+s++xDCnJciNuhUJRXgkqtotfYGDoPi6ry2W67frHXFfa/4+4Gk4Q4quHeCRyQl1b+RKQkKYni/ftBrcb75jHVHZrD1Bo1fSc0JdI3mY3Li8jLhKXrY4jW30Yvv8UEdO1lT0DCOld49APsKwIf3pxC3PZUrGb7bI/wln7ccFvzWtElVYiGRqVW49K4MS6NGzs7lMu4ebpw491tadc/gm0/nSAj2cCeFYkc3JBM+4ERtO0fjpd/5ZP33rdOIeXoSVKO7mfbD+/i4jUJ/7Aohk5vQ3CTqh11VxSF9V98hNlkJLRFK9r2H1ylr1+fSCJyHTablfwM+7BdeYoFc5faR0M8+vatfWtF5KdC7HyI/Zao3GRu93Hn94I7iSu6iSRTd5LOdyfilB/tIyOICrJdd6GqvysuKCHpUBbHdp0j9WRu2fbgJt50GxlN43YBtWqESAhRu4Q29eHW57oRvy+dvauTyE4tZN+a0+xbe5qoNgG06h1CVNsA9FdZt+ZqSowWkg5lcnhzChnn+qLSnEOxngPLMkY88D/8w6v+0f+BtStIjN2LRqdj2P0z6lxX3Jokich1FGRnYbVYUGu0eF6nM6qiKOQvWw6Az9ixNRHe9VktEL/eXvtxci2UNqpy9UHfYRIDukyjA034Y1kCCbEZpBzLIeVYDloXNZGt/QmJ8SEoyguvAFfcvVzQuKhRrAolRisFOUby0otJO51PWkIeaYn5lFYcqVQQ1TaADoMjiGztLwmIEKJcVGoVzbsH06xrIxIOZHB4cwpnT+SSHJdFclwWarWK0GY+BDfxoVFjL7wD3fD016PTa1CrVZhNVooNZvIyislINnDuVC4px3OwWey/nDRaF9oO/gcph78g9/xZFv7nRW57+XV8Q0Kr7HtIT0pgy/dfAdD/jnsq3GK+oZBE5DouPpZpdN3eDcUHDmA+exaVuzteQ5w8DJdzGmK/g9jvwXDu4vaoPvbC0zZjQWfvJ+IHDH+gPfmZxfy59Swn96RRkGMi8WAmiQevva7Q3wVEeNK0cxCteodWyVCqEKJhUqlVNO3SiKZdGpGbVsTRnedIOJBBbloRZ0/kcvZErkOv59PIjZY9Q2jTLwwPHz2G7Gh++ff/kZOawk+vPMvE/3uNgIioSsddkJ3Fr2++itVsJqZLdzoPH13p16zvJBG5jlwHClXzV6wEwGvoENRulVsevEIsJXB8lb3p2KlNcKE/A+4B0PF2e+1HUIurHu4d6EafCc3oPb4pmWcKSD6SRUZyAZkpBgrzSrCY/tLZUgUe3i54BbgSFOlFo2hvwlv6SfIhhKhyvsHu9B7flN7jm5KbVkTqyVzSkvLJPGPAkGOiOL/kkv11rho8ffUERnrRqLEXUW0D8Au5dNkBL/9AJs16g1/+/SJZKcn88H9PMWrm08R07l7hOIvycln0+ssUZGfhHx7JiBlPymhwOUgich35GekAeAddu95DsVjIX70aAJ/RNZwBZ8bbk4+DP0JhxsXtMQPtyUerUaAt//RQlUpFUJQXQVGXNiEym6xYLTbUGhUanbrSay8IIYSjfIPd8Q12p02/iyvhWi02rBYbNquCVqcud32bh68ft816g2XvvM7ZY3H8+ua/6HPrFHqOu83h5RNy086z5H//IislGU8/f8Y/OwtXDynMLw9JRK6jLBEJvHYiUrhrF9bsbDR+fnj07l39gZmNcHSZvfbj9PaL2z1DoPMd0Pku8G9SpafU6TVVsuaCEEJUJY1WjUZbsTdG7t4+3PrSa/w29xMOb1zHzp/nc2rvHwy99yFCml19BPmvTv6xk3VffITRkI+nf4C95qSOdEKuDSQRuY78zPKNiOSvWGHfb8Tw6l3fIe3IhdGPBWDMtW9TqaHZjfbaj+Y3gUb+WoUQorw0Wh03PvAIEa3bsXHeZ6QlxDP/xSdo1r0XHYeNIqpdh8tqBBVF4eyxOHYv+YXEA/sACI5pztinX8TL/9pdZcWl5I51HfkZpZ1Ar56I2IqLMazfYN9v9M1VH0RJIfy52J6ApOy5uN0n0j7y0flO8Amv+vMKIUQDoVKpaNN/MFHtOrLtx284sm0T8Xt+J37P77h5+xDavCXegY1QqVUUZmeTGn+cgix7Mb9KrabH2In0mjAZrZMWOK3LJBG5BpvNSkG2/QftWiMiBZs3YysqQhcejlvnTlUXQGqs/dHL4YVQYrBvU2uh5QjoMh2aDgInrMIqhBD1lad/ACMefoIeYycSu2YFx3dupTg/j4R9uy/bV+fqRsveN9Bj7C34hcqbwYqSROQaCrKzsVmtqDUaPPyuviZK3oXZMt6jRlW+QtqYB4d/sScg5y8upY1/DHSZCh2ngFdw5c4hhBDimgIiohh630MMmn4/50/Fk54YT2FuDoqi4ObpRVDjGMJatZZ1oqqAJCLXUFof4hUQeNUeIta8PAq2bgXAe/Soip1IUeyPXPbNg7hfwVxk365xgdZj7LUfjfuBdOYTQogapdHqCG/ZmvCWrZ0dSr0licg1GMoxYyZ/3Towm9G3aIFri/JVWJcpyoZDP9lHPzKOXtwe1Mo+7bbjZHD3r0joQgghRJ0gicg15GdeKFS9Rn1IaRMz7/L2DlEUSNpuLzw9sgysJvt2rRu0m2BPQCJ7VGrBOSGEEKKukETkGkp7iHhdZUTEnJZG0W57AZPPqJHXfrGCdDjwA+z/FrJPXdwe0h66Tof2t4KrT1WELYQQQtQZkohcw8UeIkFX/Lph7VpQFNw6d0YXfoWKaZsNEjbaH70cXwU2i327iye0n2gf/QjrLKMfQgghGixJRK7hel1V89estX99xPBLv5B3Fg7Mh/3fQV7yxe3h3eyFp20ngF5a/wohhBCSiFyFoijXrBExp6VRvH8/AF7DhoHVAifX2Ws/Tq4DxWbf0dUHOky2JyDBbWssfiGEEKIukETkKooN+VhK7IWkXgGXP5oxrLWPhri1b4Mu7gv7CIjh3MUdGve1P3ppMwZ0TliJVwghhKgDJBG5itLHMh5+/mj/vnaMpYT8xT8A4K3dBdvs7d1xD4ROt9sTkMDmNRmuEEIIUSdJInIVZYWqgX8ZDcmMh/3zMO/4keJj9vUEvCKLIWaQ/dFLy1GglXUGhBBCiPKSROQqyqbu+vvDwZ/stR+ndwBgOOkBuOAWE4ju+dXgF+28QIUQQog6TBKRq8hPPgaAd+Iy+NX+OSo1NB9G/kEDkIj3pPskCRFCCCEqQRKRvzIVQNxi2PcN+fsKgUC8VXngEwVd7oJOd2A2ain+9yAAvG66ybnxCiGEEHWcJCIAqbH2BecOL4ISAwD5li4AeA97AkbeCxcWvTMs/c7exKxTJ3QhIc6KWAghhKgXGm4iYsyDQz/bW66fP3Rxu38MdJmGYe4uoBDvDsPKkhCA/AvTdr2Gy2iIEEIIUVkNMxE5vBCWzgBLsf3PGr2930eXaRDdjxJjMcbZ9im5f+2qak5LL2ti5i2PZYQQQohKa5iJSEh7exIS1No+7bbDJHD3L/tyaUdVvYcHenf3su2GdesuPpYJDa3xsIUQQoj6pmEmIkEt4cHtENzuigvOFWRlApd3VDXIYxkhhBCiSjXMRATsoyJXYcjOAsDLP6BsmyU7m6LStWWG3li9sQkhhBANhNrZAdRGhgsjIp4BgWXbCjZtApsNfZvWuESEOys0IYQQol6RROQKCrIvPJrxv5iIGNbbi1e9hg51SkxCCCFEfSSJyBWUPprxDLA/mrEVFlK4cycAXkMkERFCCCGqiiQiV/D3YtWCbdtRSkrQRUWhbyGr6gohhBBVRRKRKzD87dGM4bff7H8eOhTVFWbZCCGEEKJiJBH5mxJjMabCQgC8AgJQSkoo2LzZ/uehQ5wYmRBCCFH/SCLyN6UzZlzc3HFxc6dwzx5sBgOawEDcOnVybnBCCCFEPVNtiUhSUhL33nsvTZo0wc3NjaZNmzJr1ixKSkqq65RVoiDrQg+RC1N3DRsuzJYZPBiVWvI2IYQQoipVW0OzY8eOYbPZ+Oyzz2jWrBl//vkn999/P4WFhbz99tvVddpKK60P8fQPQLHZKNhQWh8ij2WEEEKIqlZticjw4cMZPnx42Z9jYmI4fvw4n3zySa1ORC7OmAnEePgwlowM1B4euPfq5eTIhBBCiPqnRlu85+Xl4e/vf9Wvm0wmTCZT2Z/z8/NrIqxLlM2YCQgseyzjOWAAaheXGo9FCCGEqO9qrOjh1KlTzJ49mwcffPCq+7zxxhv4+PiUfURGRtZUeGUKSpuZ+QdikMcyQgghRLVyOBF55ZVXUKlU1/zYu3fvJcekpqYyfPhwbr31Vu67776rvvbzzz9PXl5e2ceZM2cc/44qqXTWjGuJmZLERFQ6HR79+9d4HEIIIURD4PCjmRkzZjB58uRr7hMdHV32eWpqKoMGDaJ37958/vnn1zxOr9ej1+sdDalKlbZ3Vx8/gRVw79ULjaenU2MSQggh6iuHE5HAwEACAwOvvyNw9uxZBg0aRNeuXfn6669R1/Lpr2aTEaPBXpdi22Mf1fEcNNB5AQkhhBD1XLUVq6ampjJw4ECioqJ4++23ycjIKPtaSEhIdZ22UkrrQ3R6PZa9B1EBXgMGODcoIYQQoh6rtkRk3bp1xMfHEx8fT0RExCVfUxSluk5bKYYLzczc9W6obDb0LVuiCw93clRCCCFE/VVtz0qmT5+OoihX/KitCi5M3XU12bu/eg4c6MRohBBCiPqvdhdt1LDSGTO6zAtt3gcNdF4wQgghRAMgichflM6YcS0qRuPvj2v79k6OSAghhKjfJBH5i7JHMyVWPPv3R6XRODkiIYQQon6TROQvypqZmS14Dhrk5GiEEEKI+k8Skb8oyEgHwFUBj759nByNEEIIUf9JInKB1WKhqMAAgF/7DtJNVQghhKgBkohcUJSXC4BKUQgYKI9lhBBCiJogicgF+Sn2Bfb0ZitegyUREUIIIWqCJCIXZO3cAYCbRotLZKSToxFCCCEaBklELsg+eAAAz4DyLegnhBBCiMqTRARQrFbyExMA8I6Odm4wQgghRAMiiQhgjIuj2GoBwKdZCydHI4QQQjQckogABVu3YdLZu6h6BsqjGSGEEKKmSCICFGzbilGnBcDTL8DJ0QghhBANR4NPRCw5ORgPHcaktSciHr5+To5ICCGEaDgafCJSuGMnNkWhpPTRjL+MiAghhBA1RRKRbRfrQ9QaLW6eXk6OSAghhGg4GnQiothsFGzfjulCfYiHnx8qdYO+JEIIIUSNatB3XeORo1izsijxcAfA09ffyREJIYQQDUuDTkQKt28DwNa8GQAefpKICCGEEDWpQSciBVvtiYg1IgwAT39JRIQQQoia1GATEWteHsUHDgBg9vEGwEMezQghhBA1qsEmIoW7doHNhkvTphSVmADwlEczQgghRI1qsIlI6WMZzxtuoDA7y/65JCJCCCFEjWqQiYiiKBRusyciHjf0oyAn2/65JCJCCCFEjWqQiYjp+HEsGRmo3NzQd+pIsSEfkERECCGEqGkNMhEpSUxE5eqKR48eFBcXARe6qnp5OzkyIYQQomHROjsAZ/AeMQLPwYOx5uSQkW1/LOPp749KpXJyZEIIIUTD0iBHRADUej26kBAKS+tDZNVdIYQQosY12ESkVEHuhRERP1l1VwghhKhpDT4RKZQZM0IIIYTTNPhEpEAezQghhBBO0+ATkaK8XEASESGEEMIZGnwiUpibA0giIoQQQjhDg09ESkdE3H18nRqHEEII0RA16EREsdnk0YwQQgjhRA06ETEWFmCzWgFw9/FxcjRCCCFEw9OgE5HS+hBXTy80Wp2ToxFCCCEangadiEh9iBBCCOFcDToRkRkzQgghhHNVayIyZswYoqKicHV1JTQ0lLvuuovU1NTqPKVDZERECCGEcK5qTUQGDRrEzz//zPHjx1m0aBGnTp1i4sSJ1XlKh8iIiBBCCOFc2up88ccff7zs88aNG/Pcc88xbtw4zGYzOp3zi0NLExEZERFCCCGco1oTkb/Kzs5m/vz59OnT56pJiMlkwmQylf05Pz+/WmOSHiJCCCGEc1V7seqzzz6Lh4cHAQEBJCcns3Tp0qvu+8Ybb+Dj41P2ERkZWa2xyaMZIYQQwrkcTkReeeUVVCrVNT/27t1btv/TTz9NbGws69atQ6PRMHXqVBRFueJrP//88+Tl5ZV9nDlzpuLfWTlIsaoQQgjhXA4/mpkxYwaTJ0++5j7R0dFlnwcGBhIYGEiLFi1o3bo1kZGR/P777/Tu3fuy4/R6PXq93tGQKsRms1KUlwfIiIgQQgjhLA4nIqWJRUWUjoT8tQ7EWYwGA4piA5UKd29p7y6EEEI4Q7UVq+7evZvdu3fTr18//Pz8SEhI4OWXX6Zp06ZXHA2paaX1IW5e3qg1GidHI4QQQjRM1Vas6ubmxuLFixkyZAgtW7bknnvuoV27dmzZsqXGHr9cS2HpjBmpDxFCCCGcptpGRNq3b8/GjRur6+Urrai0h4jUhwghhBBO02DXmpERESGEEML5Gm4iIiMiQgghhNM12ESkSEZEhBBCCKdrsImIdFUVQgghnK/BJiLSVVUIIYRwvgabiMiIiBBCCOF8DTIRsVmtFBvsK/tKIiKEEEI4T4NMRIry80BRUKnUuHp5OTscIYQQosFqkIlI2dRdHx/UamnvLoQQQjhLg0xEpFBVCCGEqB2qrcV7bebTKJjeE6fg6unp7FCEEEKIBq1BJiL+YRH0uXWKs8MQQgghGrwG+WhGCCGEELWDJCJCCCGEcBpJRIQQQgjhNJKICCGEEMJpJBERQgghhNNIIiKEEEIIp5FERAghhBBOI4mIEEIIIZxGEhEhhBBCOI0kIkIIIYRwGklEhBBCCOE0kogIIYQQwmkkERFCCCGE09Tq1XcVRQEgPz/fyZEIIYQQorxK79ul9/FrqdWJiMFgACAyMtLJkQghhBDCUQaDAR8fn2vuo1LKk644ic1mIzU1FS8vL1QqVZW+dn5+PpGRkZw5cwZvb+8qfW1xkVznmiHXuebIta4Zcp1rRnVdZ0VRMBgMhIWFoVZfuwqkVo+IqNVqIiIiqvUc3t7e8kNeA+Q61wy5zjVHrnXNkOtcM6rjOl9vJKSUFKsKIYQQwmkkERFCCCGE0zTYRESv1zNr1iz0er2zQ6nX5DrXDLnONUeudc2Q61wzasN1rtXFqkIIIYSo3xrsiIgQQgghnE8SESGEEEI4jSQiQgghhHAaSUSEEEII4TT1OhGZM2cOTZo0wdXVla5du7Jt27Zr7r9lyxa6du2Kq6srMTExfPrppzUUad3myHVevHgxN954I0FBQXh7e9O7d2/Wrl1bg9HWXY7+PJfasWMHWq2WTp06VW+A9YSj19lkMvHiiy/SuHFj9Ho9TZs25auvvqqhaOs2R6/1/Pnz6dixI+7u7oSGhnL33XeTlZVVQ9HWTVu3buXmm28mLCwMlUrFkiVLrntMjd8LlXpqwYIFik6nU7744gvlyJEjysyZMxUPDw/l9OnTV9w/ISFBcXd3V2bOnKkcOXJE+eKLLxSdTqcsXLiwhiOvWxy9zjNnzlTefPNNZffu3cqJEyeU559/XtHpdMr+/ftrOPK6xdHrXCo3N1eJiYlRhg0bpnTs2LFmgq3DKnKdx4wZo/Ts2VNZv369kpiYqPzxxx/Kjh07ajDqusnRa71t2zZFrVYrH3zwgZKQkKBs27ZNadu2rTJu3LgajrxuWbVqlfLiiy8qixYtUgDl119/veb+zrgX1ttEpEePHsqDDz54ybZWrVopzz333BX3f+aZZ5RWrVpdsu0f//iH0qtXr2qLsT5w9DpfSZs2bZRXX321qkOrVyp6nSdNmqT83//9nzJr1ixJRMrB0eu8evVqxcfHR8nKyqqJ8OoVR6/1W2+9pcTExFyy7cMPP1QiIiKqLcb6pjyJiDPuhfXy0UxJSQn79u1j2LBhl2wfNmwYO3fuvOIxu3btumz/m266ib1792I2m6st1rqsItf572w2GwaDAX9//+oIsV6o6HX++uuvOXXqFLNmzaruEOuFilznZcuW0a1bN/73v/8RHh5OixYteOqppyguLq6JkOusilzrPn36kJKSwqpVq1AUhbS0NBYuXMioUaNqIuQGwxn3wlq96F1FZWZmYrVaCQ4OvmR7cHAw58+fv+Ix58+fv+L+FouFzMxMQkNDqy3euqoi1/nv3nnnHQoLC7ntttuqI8R6oSLX+eTJkzz33HNs27YNrbZe/jOvchW5zgkJCWzfvh1XV1d+/fVXMjMzeeihh8jOzpY6kWuoyLXu06cP8+fPZ9KkSRiNRiwWC2PGjGH27Nk1EXKD4Yx7Yb0cESmlUqku+bOiKJdtu97+V9ouLuXodS71448/8sorr/DTTz/RqFGj6gqv3ijvdbZarUyZMoVXX32VFi1a1FR49YYjP882mw2VSsX8+fPp0aMHI0eO5N1332XevHkyKlIOjlzrI0eO8Oijj/Lyyy+zb98+1qxZQ2JiIg8++GBNhNqg1PS9sF6+VQoMDESj0VyWWaenp1+W6ZUKCQm54v5arZaAgIBqi7Uuq8h1LvXTTz9x77338ssvvzB06NDqDLPOc/Q6GwwG9u7dS2xsLDNmzADsN0xFUdBqtaxbt47BgwfXSOx1SUV+nkNDQwkPD79kufPWrVujKAopKSk0b968WmOuqypyrd944w369u3L008/DUCHDh3w8PDghhtu4LXXXpNR6yrijHthvRwRcXFxoWvXrqxfv/6S7evXr6dPnz5XPKZ3796X7b9u3Tq6deuGTqertljrsopcZ7CPhEyfPp0ffvhBnu+Wg6PX2dvbm8OHD3PgwIGyjwcffJCWLVty4MABevbsWVOh1ykV+Xnu27cvqampFBQUlG07ceIEarWaiIiIao23LqvItS4qKkKtvvSWpdFogIvv2EXlOeVeWG1lsE5WOjVs7ty5ypEjR5THHntM8fDwUJKSkhRFUZTnnntOueuuu8r2L52y9PjjjytHjhxR5s6dK9N3y8HR6/zDDz8oWq1W+fjjj5Vz586VfeTm5jrrW6gTHL3OfyezZsrH0etsMBiUiIgIZeLEiUpcXJyyZcsWpXnz5sp9993nrG+hznD0Wn/99deKVqtV5syZo5w6dUrZvn270q1bN6VHjx7O+hbqBIPBoMTGxiqxsbEKoLz77rtKbGxs2TTp2nAvrLeJiKIoyscff6w0btxYcXFxUbp06aJs2bKl7GvTpk1TBgwYcMn+mzdvVjp37qy4uLgo0dHRyieffFLDEddNjlznAQMGKMBlH9OmTav5wOsYR3+e/0oSkfJz9DofPXpUGTp0qOLm5qZEREQoTzzxhFJUVFTDUddNjl7rDz/8UGnTpo3i5uamhIaGKnfccYeSkpJSw1HXLZs2bbrm79zacC9UKYqMaQkhhBDCOepljYgQQggh6gZJRIQQQgjhNJKICCGEEMJpJBERQgghhNNIIiKEEEIIp5FERAghhBBOI4mIEEIIIZxGEhEhhBBCOI0kIkIIIYRwGklEhBBCCOE0kogIIYQQwmkkERFCCCGE0/w/g1mRI5RkCJMAAAAASUVORK5CYII=", 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R8hrb2y3eJtApkBtZN/jy8JfWHJogCIIgYJJMTN4zmUxdJo9EuALg3L07yTfkzy0F8v+KGZEKyit/RqQgEHGyceKTdp+gQMHfl/9ma+RWaw5PEARBeMgtOLeAQ3GHcFLY0fCSHgDHbt1IyW/aatDKVVVdRCBSMRUszaQn5qLLMwDQ3K85L9R/AYCP9n1EQk6CtYYnCIIgPMQuplzk+2PfA/CB3QDIzELl4YE+sDYGvQm1RklORjIgZkQqLAcXGxxcbUCiMLoEeK3xa9T1qEuaNo339ryHSRKN8QRBEISyozVqeWf3O+hNejoHdabJWXl3jHO3riTHyrW63P0dyEyWO+/ec0ZEmwnZSWUy5nsRgcgD/Hd5BkCj0vB5x8+xV9tzMPYg88/Ot9bwBEEQhIfQ98e+50raFTzsPPiw1QdkbtkCgHPPXiTHyJ9Xrj4KjHo9KBS3FzOTJIg+Cqtfg69qw47p1vgRColA5AHuFogAVHWtytst3gbg++Pfcy75XJmPTRAEQXj47I/Zz4Jzchn3qe2mYn/mOsbkZFSurji2akly/ueVg3N+jxk3d1RqDeSmwcFf4Of2MKcrHJsP+myIOS4HJ1YiApEH8ArK3zkTlXnH9wbUHEC3ELnq6qRdk8jR55T18ARBEISHSLo2nff3vA/AoNqD6BjUkYyNGwBw6tEdhUZTuGPGxkZeonF2tod/RsHXtWH9WxB/BlS20HAQvLAORm4BKxY7U1vtyhVEYS2RmGwkk4RCefOXpVAo+KjNR5xOOk14RjhfHP6Cj9p+ZKWRCoIgCJWZJElM2TuFhNwEQl1CmdB8ApLRSOamzQC49OyFLs9ARpKcL0LkJgCcU0/AqfxeaT71oNkwaPg02Ltb4ae4k5gReQA3H3tUGiUGrZH0xDub9bnZufFZ+89ubumNEFt6BUEQBPNbenEp26K2oVaqC/MUcw4fubks07IFyYd2AeCoTCH3Qn6AYmuCJs/ByK0wei+0GlVughAQgcgDKVVKPPM78f43T6RAK/9WDK8/HIAP939IfHZ8mY1PEARBqPwupV4qLKQ5vtl4wjzDAG4uy9T3RfFzS5L+/QUAL801MtV+ADj3ehue+AmCmlt1CeZeRCBSBDcTVu/MEykwtvFYwjzDSNemM3nPZLGlVxAEQTCLXEMub+18C51JR4fADgytOxRMRqTz68lcvRwAF/V+SA0n0VQbAO+WHchwkYMVF79gq429KEQgUgSe+QmryfeYEYH8Lb0d8rf0xh1k7pm5ZTU8QRAEoRL74vAXXEu/hpe9F1MbjEaxYxp814CcH57HmG1AZWPCsVlj6DeLRPfeAHiFVSczSa4hUp6LmYEIRIrkXlt4/yvUNZR3Wr4DwE/Hf+Jk4kmLj00QBEGovDaGb2T5peUoUDBNa4fnrA6w83PIuEFmrBsATt17oHh5E8b6z5CSX8zMw8+O7LRUAJw9vaw1/CIRgUgRFOycyUrVkpetv+9z+9foT6/QXhgkA2/vfJv0/Dr/giAIglAcMVH7+XjXuwCMSEuj9dV9gAShHZD6/UpGoi8ALv0HAZASm43JKGHroIb8ZndqG1vsnV2sMfwiE4FIEdjaq3HxsgMePCuiUCj4sM2HBDsHE5Mdw4f7PkSyYqEYQRAEoQIxaOH0cgzzHmXSumFkSnoa5ml5VWcL7d6E147BC2vI0YZiTE5G6eqKY+vWACRGynmMXsFOZCbLZdudvbxRlMME1VuJQKSIPAPzl2fuUtjsv5xsnPiy05eolWq2Rm7lzwt/Wnp4giAIQkWWeBE2vAdf14G/X2RW2mlO2NnihJLPW76HZvw56PExeFYHIDN/t4xzt24oNBoAkqLkG2WvYOcH95gpR0QgUkTeIXLCamIRAhGAep71mNh8IgBfHflKlIAXBEEQbqfLgROL4beeMKMlHJgBuSkc8gjkV3dXAD7s+DlBTV4AlabwMMloJKOgiFnvXoWPF9woewc7k5Ekd4Z39hSBSKVRGIhEFC0QARhSZwhdgrugN+mZuHMiWbr7L+sIgiAID4HYU7B2gjz7sXI0RB0AhQpqP0rSU78xyc8XCehXox+9qva64/CcQ4cwJiXl95ZpBYBkkkjMTx3wDnYu3DEjZkQqkYJAJDU+B12eoUjHKBQKprabir+jP1GZUXy8/2ORLyIIgvAw0mbCkbnwS2eY3QEOzwFtOrhVga4fwLizGAct4J0bG0jKTaKGWw3ebfnuXU+VvmYNAM69eqGwsQEgLSEHg9aIWqPEzc+BjAqydRdEr5kic3S1xdHVhux0HUnRWQTUcCvSca62rnzR8QuGbxjOhvANtPJvxVO1nrLsYAVBEATrkyS4cRSOzoMz/8idbgGUGqjbF5oOg6qdQCnPCfx8YgYH4w5ir7bn605f46BxuOOUJq22sLeMa99HCx8vyA/xDHJCqVRUqBkREYgUg3cVF7JPJZEYkVnkQASgsU9jXm/6Ot8c/Ybph6bT0LshtdxrWW6ggiAIgvXkpsKpZXD0D0g4e/Nxz5pyw7lGg8Hx9toe+2L2MfvkbAA+aP0B1dyq3fXUWbt2YcrMRO3nh32zZoWPF+QvegU7I0kSGYlyjoiLt685fzKLEIFIMXiHOBN+KqnICau3GlZvGIfiDrHnxh4m7pzIkkeX3DXaLa6UmBtEnD5OcnQUeZkZKJRKXLy88a1WgyoNm2Dr4FjqawiCIAgPIEkQsQ+O/QHnVoEhvwOu2g7C+skBSEibu/Z6SchJ4N3d7yIhMaDmAB6r/tg9L5OxZi0ALo/2QaG8mV1xM1HViey0VAx6HQqFstwXMwMRiBSLT0HCamTxAxGlQsmn7T9l4OqBXE+/ztQDU+WuvSXY3y1JElePHOTQqr+IvXzxns9TKJXUaN6aZn37E1i7brGvIwiCIDxAdpK88+XYfEi+fPNx3/ry0kvDgfftdGswGXhr51uk5KVQ2712YXXuuzFmZZG1fTsArn37Fj4uSRKJkfmJqiHOpCfcAMDZywuVuvx/zJf/EZYjhQmrsdnotUY0tqpiHe9h58HnHT9n5KaRrLm2hiY+TXi69tPFOkdmShIbZ31PxKnjAChVKoLq1sOvRm0c3dwxGgykx8cSefY0qTHRXD60j8uH9lGtWUu6DHsZN1+/Yl1PEARB+A+TCa7vkJdeLqwFU37FbY0jNBgATV+AwKZF6nT70/GfOJZwDEeNI193/ho7td09n5u5eQuSTodN9erY1qlT+HhB1W+FUoFHgCOXD8od4F28fUrzU5YZEYgUg6ObLQ4uNuRkyAmr/tVdi32O5n7NebPpm3x99GumH5pOmGcY9b3qF+nYqHOn+ffb6eRmpKNSq2n2aD+a9nkCR7e7R9tJkeEcXbeac7u2cu3oISJPnaDzsJE07N673FfaEwRBKHcyYuHEQji2ANIibj4e0FReeqk/AGydi3y6XdG7+O3MbwB81PYjqrhUuf/l83fLuPZ99Lb38IJlGQ9/B9QaFekJciDi6l0xbjxFIFJM3lWciTidTGJkRokCEZDzRU4knmBr5FbG7xjPsr7LcLNzu+8xV48e5N9vp2PU6/EOrUbfNybhERB432O8QkLp+crrNO/bn21zZxF55hRb5swk8swpeo15E43tvSNvQRAEATAZ4fJmOffj0kaQjPLjtq7Q8Gk5APFrUOzTxmbF8t6e9wB4pvYz9Aq9s17IrQxJSWTv3w+AS58+t30vIb++VcGsfWEg4lP+E1VBBCLF5h1SEIgUP0+kQEF9kcupl4nMjOSdPe8ws9tMlIq7l3WJPHOS1V9Pw2Q0UL15ax594y00NrZFvp5nUDBPTf6Eo+tWsXvxH1w6sIfM5ET6vT0FB5eSBVOCIAiVWlqkPPNxfCFkxtx8PKSNnPsR9gTYlGzDgc6oY+KuiaRr0wnzDOOtFm898JiM9RvAZMKuYUNsqtw+c5IQkQGATxW5uV1GYsUKRERBs2IqTcLqrZxtnPmm8zfYqezYe2Mvs0/NvuvzkqIiWP31Z5iMBmq1asfj498tVhBSQKFU0rxvfwZO+RQ7RydiL19kyZS3CssAC4IgPPSMennHy4In4buGsOsLOQix94DWr8KYgzBiAzQeXOIgBOCLw19wKvEUzjbOfNXpK2xUNg885tZlmVtJkkR8eH4gEioHIumJFStHRAQixeQdIv+iU2JzMOiMpTpXbY/afNDmAwBmnZjFvhv7bvu+LjeHVV9+gjYnm4DaYfQeOwGlqngJsv8VVKcez/zvS1y8fUiNjeGvqZPJSkku1TkFQRAqtOSrsPlD+KYuLHserm4FJKjaEQb8BhMuQK/PwKfOA0/1IKuurGLpxaUoUDC9w3SCnYMfeIwuIoLckydBqcS51+1LOBlJeWizDShVCrwCnTCZjIXFzFx9KkaOiAhEisnRzQZ7Zw2SSSIpuvS9Yx6v/jhP1XoKCYlJuycRmxVb+L1tc38hLT4WZ09vnpg4GbXNg6PmovAMCmbQR5/j4u1LWlwsf02dTE56mlnOLQiCUCHo8+D0cpjXF35sCnu/g+xEcPSB9uPg9eMw7F9o8BSoiz8LfTfnk88z9cBUAEY3Gk3HoI5FOi591SoAHNu2ReNz+yxHwbKMV5ATKo2SrORkTEYjKrUaJ3cPs4zb0kQgUkwKhaJwVqS0yzMF3mn5DmGeYaRp05iwcwI6o45LB/ZwducWFAolfcZOMHsuh4uXN09P+RQnTy9SYqJZ8fnH6LV5Zr2GIAhCuZNwATa8C9/Ugb9fhPDdgAJq9IBBC2H8Oej+EXjcvbJpSaVr0xm3Yxxao5aOQR0Z1WhUkY6TTCbSV8qBiGu/fnd8PyH89vyQW5dlbi14Vp5VjFGWMz5V5DyRgki0tGxVtnzT+RtcbFw4nXSaL/Z8xra5cs5Iy35PERRWtO29xeXq48fA9z/FzsmZuKuXWT/jGySTySLXEgRBsBpdDhxfBL89AjNbwYGZchl2lyDo9A68eRqGLoe6j4FKY/bLG01GJu2exI2sGwQ5BfFZ+8/uuTnhv3KOHEEfE4PSyQnn7t3u+H7Bjhmf0Nt3zFSE0u4FxK6ZEihICIoPN8+MCECgUyDTOkxj7NaxXFu3Dfs0F9z9A2g9YLDZrnE3HgGBPDFxMn9NfZ/LB/exZ8l8Ogx5waLXNDeTTofu+nW0ly6ji4rEEJ+AIUH+MmVnY9JqkfLykPR6FDY2hV8qZ2dUXp6oPb1Qe3lhExKMTdWq2FStisrdXdRaEYSKLvakXHTs9F+gzb9xVKigdm9550uNbqAsXd5dUcw6OYu9N/Zip7Ljuy7f4Wpb9BnugtkQ5149UdrdXnLBZJJIyJ+ZL5wRKawhIgKRSs03PxBJjctGl2vAxt48/4wdgzrySsBzZK/fAUBo/0dQa8wfnf9XUN369Bz9But/+ppDq5bjV6MWNVu2tfh1S0KSJPTR0eQcOUrO0SPknjiB7no4GIufOKy/z/dU7u7YNaiPff0G2DVsgEOTJqhcxVZnofSMBgO5mRnkZqRjyn/dauzssHdxxc7RSQTApZWXAWeWywFI7Imbj7uHQtPnofGz4Fx2SZw7o3YW7oqc0mYKtT1qF/lYU04OmRs2AOB2l2WZ1LhsDFojalsV7v5yX7GMhDgAXCrI1l0QgUiJOLjY4OxhR2ZKHgkRGQTVMV9CkP/xXK5JCsJ9s1kXP4uGuZ3xsrd806KwDl1IuH6Vo2tXsmHmd3iHVMXNz9/i1y0KyWAg9/hxMrdtJ2vbNnQREXc8R+nsjG2tWtiEVkHj64fa1xe1tzcqZycUdnYobG1RaDRIej2SVoek12FMT8eYnIwhKQlDQgK68Ai04dcxxMRiTE0le9dusnftzr+AErt69XBs2xbHtm1xaNIYhZmSh4XKy2Q0Env5IpFnTpIQfo2kyHDSEuLkBml3oba1xTMwBK+QKgTVrU9I/Ya4eFWMLZhWJUkQfQSOzYMz/4A+R35cZQN1+spFx0I7QhnnTERmRPLu7ncBGFxn8H2b2d1N5tatmHJy0AQH39Zpt0BC+M1Gd0qlHMCm53fdrSg1REAEIiXmW9WFzJQ84sPNF4jEXr7ItaOHUCgUJDV3ISH3GuO2j+P3nr+jscC65X91GPICsZcvEnPpPKu/ncbgqV+WqGaJueRdvEj6ylWkr/kXY2LSzW9oNNjXq4dD82bYN22GXb0w1D4+ZruTNOXmor18mdzTp8k7dZrcU6fQXb9O3unT5J0+TfLs2SidnXHu2gXnnj1xbNcOpa31/p3KK22ugeToTNLic0mLzyEjKZfcLD25WXq02XpMRgkJCSRQ26iwdVBj66DG0dUWV297XLztcfdzxCvYCY2N5afPzcVkNBJ+6hjndm0n/MRRtDnZdzxHoVBi7+KCUq0GSUKXm4suNweDVkv8tcvEX7vM2R1bAPCuUpU67TpRp10nXLy8y/rHKd9yUuDUMrnqacK5m4971ZKXXhoNBkdP6wxNn8ObO94kU59JY+/GvNX8wUXL/it9xUoAXJ944q7vb4WFzPJn6eFmsqpYmnkI+FZ14crRBOKvmydhFWDvsoUAhHXqxoB+/Rm8ZjAnEk8w7dA0prSZYrbr3ItKrabvuEksmPQGieHX2Dn/N7qPHGPx695K0unI2LCBlPkLyDtz5ubYXF1x6twZp65dcWzXDpWTo8XGoLS3x75hQ+wbNoRn5cf0cXFk7z9A9r59ZO/bhzE5mfRVq0lftRqlgwNO3bvh9uQAHFq2qDCZ6uaWm6kj8lwKNy6lEnctg9S4bLj7jf8dtDkGstO0d/1eQSMvv6ouBNf1IKiOO7YOlg/MiysnI53jG/7l9NaNZKelFj5u5+hESMMmBNSsg3eVUDyDQnBwcb3jdWLQ68lIjCc5KpK4a5eJOnuKuKuXSYy4TmLEdfYsmU+tVu1o9mg//GsWfXq/0pEkiNgrL72cWwXG/NeN2g7q9ZcDkJDWRWo4ZykmycTkPZO5nHoZTztPvu78dbFvJuX3HLmku+sTj9/1OQU7Znzz80MMen1hXSgxI/IQKExYvZ6BJEmlvhu/cfE8EaeOo1SpaTNgMK4uvkzvOJ2xW8fy16W/CPMM46laT5lj6Pfl7OFFn9cm8venH3By8zqqNWtBtSYtLH5dY1YWqYsWk7pwIYZEuRgPGg3OnTvh2q8fTh06WHUpROPnh1v/frj174dkMslLRZs2kbFxE4a4ODJW/0vG6n/RBAfj9mR/XJ98Eo1vxXkjKKmMpFwuHY4n/FSSXN3xP4GHs4cd7v4OuPk44Opjj72zDfZOGmwdNahUSgo2Dui1RrTZBvJy9GSlaslIzCU9MYfkG9nkZOhIjs4iOTqLs7tjUCgV+FVzoXpTH2o088HR1bqzUVkpyRxcuYwz27dg0MkfivbOLtRp34k6bTvhV6MmyiIkRKo1GjwCgvAICKJmKzlHKzczg8sH93Fu93ZuXDjLxf27ubh/N1UaNqHjs8PxCTXvFtNyLSsRTi6GY/Mh+crNx30byEsvDQaCvZvVhner2SdnsyVyCxqlhu+6fIePQ/GX19JX/wuShH3zZtgE31n0zGgwkXRDrmVVsGMmIzEBJAm1rS32Fah9h0UDkV27dvHll19y9OhRYmNjWbFiBf3uknBTEXmHOKNQKsjJ0JGVqsXZo3QN5I78+w8AYR27FkayHYM68lqT1/jh+A98evBTarjVoLFP49IO/YFCGzahae/HObZ+NRtnfc+wr2ZYrCeNKTublEWLSfntN4zp6QCovb1xf3YIbk8/jdqj/BXkUSiVODRrhkOzZvhMmkTuyZOkr1hJxtq16KOiSPz+BxJnzMSlZ088XhiGfYPiN8Qqz/RaI5cPx3PhQCyxV9Jv+55XsBMhYR74VXPFt6orDi6lCx4lSSI7TUt8eAYxl9KIPJdCWnwOsVfSib2Szt6/LhNY252wdgFUa+KNSl12s1G6vFwOr/6HI2v+waCVAxDfajVp8fiT1GjRGpW69LM29s4uNOzei4bde5EQfo1j61Zxfs9OIk4dZ8HpE4R16ELHZ4ffswN3hWcywbXt8tLLhXVgyk8xt3GSO902GyZ3vi1HCb5bIrYw8+RMAD5o/UGJ3rMlSSosYna3JFWA5BtZmAwSto5qXLzsAUiPlwtiuvv6V6ikZ4sGItnZ2TRq1IgRI0bw5JNPWvJSZU5jo8Iz0JGkqCzir2eUKhBJjYvhypEDADTv2++2741sMJLzKefZHLGZcTvGsbTv0hJF18XVfsgwIk6fIDk6ks2//MjjEyab9YUtGY2kLf+bxB9+wJgsTyXaVK2K56iXce3Tp8IkgiqUShyaNMGhSRN835lExqZNpC1fTu6Ro2SsXUvG2rXYN22Kx7BhOHfvhqKUJfqtKSM5lzM7bnBubwzaHIP8oAKCartTo5kPVep74eRu3tkJhUKBk7sdTu52VG/iUziO6yeTuHw4nvjrGURfSCX6Qir2LjbUax9A/Y6BOLpZdpbk8qF9bP39Z7JTUwAIqFWXdoOGElyvocU+AHxCq9FrzDhaDxjMniXzubhvF+d2bePascN0eeFl6rbvXKE+fO4rI0au+3F8vtx8rkBgM3nppf6TYOtsvfHdw6XUS4UddYfWHUr/mv1LdJ68U6fQXb2Kws7ujpLuBW4tZFbwe0+NkwMRN7+AEl3XWiwaiPTu3ZvevXtb8hJW5VvVVQ5EwjOo0azkwcGxdatBkqjauBmeQSG3fU+hUPBJu0+4nn6dK2lX5OTVXr9jq7LsG63GxpbeYyewePIErhw+wPk9Owjr0MUs5845fJi4z6ahPX9evlaVELxffRWXRx+t0B/USgcH3Pr1w61fP3LPniV1/nzS160n99gxbhw7hk21aniNfgWXPn0q1M+ZGpfN4bXhXDkSX7jZw8XLjnodAqnV0hcn99LNBhaXi6c9jboG06hrMOmJuVw8EMvZPTHkpOs4si6c45siCWvnT5OeVUo9U/lf2WmpbJs7m0sH9gDg6utHxyEvULNVuzILAtx8/ej7xts0e/QJNv86g8Twa6z/6Wsu7t9Nz1feqLgdtY0GuLJZzv24vBGk/OKKtq7Q8Gl59sOv/M4upual8vq218k15NLavzUTmk8o8bnSli8HwKVnT1ROTnd9TkF+ou8tiapp8XKXYFffitFjpsBDmSMiSRK5+tI1rANwD5ITJmOvpZGjM5ToHNqcbM5s3wxA/V6P3+M8Nkxv/zXDNw7lVNIp3t/zIR+1nmrxNz7nwCo07/c0h/5ezPZ5v+Bbt2Gp1h2NGemkfvkl2flTjkpnZ1zHvIrz00+j0GjINUrym1FlULM2blM/xem1N8hcuoSspUvRXbtGzFtvk/DTTFxffhnH3r1RqMvvn2BGYi4nNkZw7XBCYQDiX8uNsE6BBNXzKNwuWNLXvjloXDXU7xlCWPcgIk4lc27HDRKuZ3B65w3O7omhZms/GvcKwcEMeSTXjxxg+28z0GZlolAqadL3SZo98TRqGxuzvJ8Ul2tIdfp/+AUn1q7gyMqlXDt6iPmTXueRV9/Cr1bpm7OVFUVaJOqTC1GdWowy82avLWNwGwyNn8NY53HQyEsPWPG1dj8Gk543t4/Pr5wazP/aTEdnAB3FH68pO5v0NWsBsOvX/55/XzHX5GVRt2CnwuekxMr/fo5evsX+u7TXqKw2o6aQpHtsaDf3hRSKB+aIaLVatNqbmfMZGRkEBweTnp6Oi4vLPY8rrhydgbApG0t9Hk+jghGZduiQ+ME1D6kEv8MGGWfonLybZI07iwMH3XetU+VwBfuQ31EoTGgTeqJLNs8Mxf0oJSODbizHS5/CRceabPLpXqLztIo9y2sn/8YzLwMTCtaHtmJB3V6k29492q9sHPR5PH5tD/2v7MIlv8ZBtJM3c8P6sM+/frla47Y1Qds8DU10KlTI47qsNrLPTk+CukzeLkpOgmCDkrZaNSEGedZJh8QhOwOHbQ0YSvDPrJSMtEvZT+OM0wAk2Hix1asLSbaWr+9TVJ66ZHonbMRdn44RJXs82nDKpUG5el3dSoOBbspjDFZto4PyNEqF/LpKkZz429iRJcYuXJUCrTzKorP1XYWNx34kow054a9i0pU8Ub1n+EHePPEXUU7evNzt7bv+Du1NMDZDDs5+dMklLz81amj0n7jr01jh9xjR9kHFuu65//XEwcZ8N0YZGRm4uroW6fO7XN2OTZs2jY8//tjawyiyZKWEFglbFHiZFCSqiv8mHZYpL0+cda77wDcNY04NtHGPY+e/ElufjZh03hgyLdOHpoBJoWKrdxcGxvxD7ezLXMypSYRDlSIf76DPY8zJf+gWfQyQP3y/bfI05zyrWmrI5VKOxo4ltbuzqlp7Hru+lyev7CQoK5EPDv3BGc+q/FavLxc8iv7vagkKCRroVHTI0+CQH1VfUxvZa6cnrrwHIAUUEKUxsVSjI8igpGOumkCjivZ5GhpqVey0N3BBY4Qifj476zPonbAJX528k+uYayP2u7fCpChfS2vJNp4sDXiKrkk7qZV9hU4pe3EzpLPbox1SEXualIVQRSzPqHYwQLUTb8XN0gd7jPVYYuzKJlNzdJS/rdn3o3E7hI2HvM02L2ZQqYIQgF4RBwHYWKXVPT8T/I3y7zRZaSoMQhSSCRe9/G+arq5Yy3MP5YyIuZZmADb8dIrYS2m0HVST2u2KV4k08foVlk+ZiFKtZtgPv2PnXLSf8asj0/nr8lLsVHb80n0utT0sPw27b/HvnFy/GidPLwZN+xEbe/sHHqM9d46kt9/CEBkJSiUuw4bhOnrMHf0SHkamrCzS5/5O5oIFSHly12OHHj1wGzceTVDx7mTMISUmm72LL5IUKW8HdPV1oNWA6gTWqdi7MSRJ4vqxRI6svk52qvzeEhjmTtuna+L0gPyR2Evn2fDddPIy07F1cqbbqDeo0rh5WQy7xCRJ4uS6VexfMg+AKo2b0+PVCWjsHvz3ajGGPFQX16A+vgBV5J7ChyVHXwyNBmNoNBTJvWLemBxPOMrY7a9gMBkY1WAMI+q/VKrz6S5dIvapAaBWE7R5CyrPuxdjO7rmOqc2RVGzlS/tn5VrymQmJbBw3Mso1Wpe+m1pkbaM38rcSzMVdkbE1tYW2zKoUKlQKMw2BeVfzZXYS2mkRmUV+5yXdsmVE2u1aoeHZ9G3qb7X+h1uZEexL2Yfb+1+kyV9l1i8DHynZ54n/OhB0hPiOb5yCV2G3fsPTpIkUhctJuHzz5H0etQB/gR+/TUOTZpYdIwViocbThPGo392CIk//kj6PyvI2byZ3F278Hz5JTxHjiyTaq1Gg4ljGyM4si4ck1HCxk5Fy8eqUb9zICpV+bmTLo36bQKo08yX45sjObo+ghvnUlkx7SitH69Ggy5Bhbkutzq7cyubf/kRo8GAT2h1nnhrcoUptd62/1N4Bfiz/seviThxhLVffsyAdz/G1sFyRQDvKuG8nHh6aonc6RZAoYQa3aHpMBS1eqJRaSrY/MdNERkRTNozAYPJQM/Qnrza5JVSf5BnrF4JgHPXrjj733tmJTm/425gDbfCz53E5ILS7n442VWsSs8WfafJysrixIkTnDhxAoDr169z4sQJIiMj739gBeJXVY704opZYdWg03Fxn9zHpEHXR4p1rFqp5stOXxLqEkp8TjxvbHsDrfHuVSnNRWNnR/cX5Sqrxzf8S2Jk+F2fZ8rLI2biW8R/8gmSXo9T165U++cfEYTcg8bPj4BPP6XqyhU4tGqFpNWS9ONPXHvscbJ27rTotZOiM/lr2hEO/Xsdk1GiaiMvhnzcmkbdgitNEFJAbaOixaNVGfR+C/xruGLQGtnz12VWfnOMjOTcwudJksTeZQvZMPNbjAYDNVu25ZmPP68wQUiBWq3aMXDKZ9g5OhF76QJ/TZ1Mbqb5qkDfky4bji+EOT1gZms4OEsOQlyCoPO78OZpePYvqNsXyqBthaWka9N5deurpGvTaeDVgE/afVLqIMSk1ZKxajUAbgPvXbzSZDQVdn73q35zCSYtf+uueznpEVYcFn23OXLkCE2aNKFJ/ofQ+PHjadKkCVOmWL5ceVnxqya/EFJjs8nLvl8/19tdP3EEbU42Tp5eBIcVf0uai40LP3X7CRcbF04lnWLK3ilYepUttHEzarZsi2QysfW3WXdcTx+fQMRzz5Oxdi2o1fi++w5BM35C5eZm0XFVBna1axMyby6B33yN2scHfWQkUaNeIerVsehjYsx6LUmSOLU9muXTj5J8Iws7Rw2PvFiP3q80sHqVUktz93Ok//imdBpSG42titgr6SydeohLh+Pk1/XvP3Pg7yUAtOr/NI+NewdNBV1KDKhVh4FTPsPe2YX4a1dY9r/3yMlIf/CBJRFzAtaMg6/rwKpXIfoQKNVyw7lnl8Obp6DzO+Ba9suO5qY36hm3YxwRGRH4O/rzQ9cfsFOX/jWSuWULxvR01P7+OLa9d/fz5Btyx10bezUefjdnudLyi5m5+YpA5DadO3dGkqQ7vubNm2fJy5Ype2cb3HwdAIi7WvQ/8gt7dwFQp23HEvcmqeJShW87f4taoWbd9XXMOT2nROcpjs7DRqK2seXGhbNc2LOj8PHcs2cJf/pp8k6fRuXqSshvv+ExbFjlKbBUBhQKBS59+lBt3To8RowAtZqsrVu51vcxUv/8E8lkKvU18rL1rP/5NLuXXsJoMBHa0IvBH7aiZgvfh+Z3pVAqqN8xkEHvt8Svmgu6PCOb5pzm9/FTOLlpLSgUdB85hvbPPF/h+wb5hFZj0EfTcXT3ICkynH+mfYQ2J8c8J8/LgMO/weyO8EsnOPI7aDPAvSp0+xDGnYNnFkHNHlDMfIXySpIkph6YyuG4wzhqHPmp209mWxYvqB3i9uST960zFJe/bde3qguKW5YVC2ZEXEUg8nAqmB6LLWIgos3J4drRQwDUadepVNdu6d+Sd1vJbaZ/OP4DG8I3lOp8D+Li5UPrJwcBsHPh72hzssncsYOIZ4diiI/Hpnp1Qv9ahmOrlhYdR2WmcnLE9+23qLZyBfZNmmDKySHu4/8R+fwwdOHhJT5v7NV0ln5yiOsnk1CqFbR/uiZ9RjcodRn2isrV257+E5rStGcA+uzVpMWeAJR0fv41GvXoY+3hmY1nUAgD3/80f2bkMiu//B96XQmXciUJog7Bylfh69qwdjzEngSVjVxy/fnV8Nox6DAenCtfr6Xfz/zOiisrUCqUfNnxS2q51zLLeXWRkeTsPwAKBW5P3r8aa9x1+XOmIC2gQMGMiFiaeUj5FwYiaUV6/tUjBzDodbgHBJmladXTtZ9maN2hAEzePZnjCcdLfc77ada3P+7+gWSnpbLj86lEvzoWKS8Px/btCV3yJzYhIQ8+ifBAtjVqUGXhAnwnT0bh4EDOkSNce6Ifyb/9jmQoXrGis7tvsPKbY2SlanH1seept5vTqGvwQzMLci8mo4GY84sx6a+DQo3G6QmObrLl2vFEaw/NrDyDghnw3v+wsXcg+twZ1nw7HWNxXkM5KXBgFsxsA7/1gBMLQZ8DXrWh52cw/gI89TtU6wQVfBbpXrZEbOG7Y98BMKnFJDoEdTDbuVOXLAXAsUN7NIH3r58Sd03O9bk1P0SSpJtLMyIQeTgVBCIJEZkYDQ+ePr+4X05SrdO2o9k+CCY2n0jX4K7oTDpe2/Ya4enhZjnv3ag1GroOHwXA2fOnyVQrcXn8MYJnzUTlXP76P1RkCpUKj+eGUm31ahzbtkHSakn48kvCn322SLMjRoOJHYsvsmPRRUxGiepNfXj6vRZ4h4jfk0GvZ/U3nxF+8hhqW1senzCF4LAm6POMrJ99mv0rrmIyVZD6KUXgW60G/d+eglpjw7Vjh9n6+515XreRJLi+G/4eKed+bHgHEs+D2h4aDYERG+HVg9DmVXC8+zbTyuJs0lne3S3PPA+pM4QhdYeY7dymvDzS//4bAPfBg+/73JwMHRmJuaCQW4wUyE5LxaDVolAocfGuWInVIAIRs3DzdcDOSYNRbyIxMvO+z9Xl5RJx+gQAtVq3M9sYVEoV0ztOp4FXA9K16YzeMpqUvBSznf9WkiThuHs/vulZSAoFV1o0JGD6dBSaipsFX97ZBAUS/Ntv+H/6CUpnZ/JOnuJa/ydJXbrsnh8mORk6Vn13nLO7boACWverRs+X6mFjV6527VuF0aBnzXfTuX78CGobW56c9CE1WzTl8Tcb06i73HL92MYI1v98Gr227Mu3W0pQWH36jpuEQqHk9NaNHF2z4s4nZSXCnu/gx2bwR184/RcYtXKflz5fwYQL0H8WhLQut5VbzSk2K5ax28aSZ8yjfWB73mrxllnPn7F+A8b0dDQBATh17Hjf5xbkh3j4O2Jrf/PvOC1OTmh38fY2S9fnsiYCETNQKBSFu2f+2xb9v8JPHsOo1+Pm639Hg7vSslfb82PXHwl0CiQ6K5rXtr1GniHPrNcASJoxk6SffqJOTApKhYLYzDTCT1l2OUiQX2duAwZQbfUqeatvbi5xH35I9OgxGPI7GBdIjctm+edHiL2Sjo2dikfHNKRZr9CHfikGwGQysvaHL7l65CBqjQ393vqA4HoNAVCplLR/qiaPvFgPlVpJ+KkkVnx9jOw0y26PL0vVm7Wi03MvArBz0VyuHD4AJhNc2QJLn4Nv6sCWDyHlKtg4QbMX4KXtMGo3tHwJ7N2sOv6yVHBTl5SbRE33mnzZ8UvUSvMG8ql//gmA2zPPPLAZZvy98kMqcKIqiEDEbIqaJ3L18AEAqjdvZZEPBU97T2Z1nyVv6008xXt73sMklX63RYGkn38m6aefAKj65jia9HkcgJ0LfsNkrDx3juWZxt+fkLm/4zNpEgqNhqwdO7j22ONkbtsOQMzlNP7+4iiZyXm4etvz1DvNCW1QfvqiWJMkSWydM4vLB/ehUqt5YuJkqjRsfMfzarbwpd/4Jtg7a0iMzGT550dIir7/bGdF0rTP4zTq0RskibXffUbCZ81h4QA4vxpMBghsDo//CBMuwmPfQ2DTh2L241Zao5Y3tr/B1fSr+Nj7MKPrDJxszNsbK/f0GfJOnUKh0eA24MkHPr9gQ8St+SEAKbE3APAIqDj9eW4lAhEzKQhE4q6l33Oq3GQ0cu3YYQBqtGhtsbFUda3K912+R6PUsDliM18f+dos502eM4fE774HwHvCeDxHDKf1k4Oxc3YhOTqSU1tL30hQKBqFUonn8BcIXf4XtrVqYUxJIXrMGI68N4vV3x9Hm2PAt6oLA95uhrtfGVfULMf2L1/Mqa0bQKGgz+tvEdq42T2f61fNlQFvN8fdz4GsVC3/fHmMqHOWWe4sU0YDiovr6WK3iyqOqRgMJlZfcCdX7QEtX4ZX9sJLW6Hp8/CQNKX8L5NkYvKeyRyNP4qTxomZ3Wfi72T+2YbUJfJsiHOvXqjvUc69gEFnJD5cTlQNqOl2+3liogFw96+YdVpEIGImPlVcUKmV5GbqSU/Ivetzos+fJS87C3tnFwJq17XoeJr7NeeTdp8AMP/cfBafX1yq86UsXETCV3JA4/3mG3i9JJd4t3Nyou1TcoLVvmULycvOKtV1hOKxq12b0L+W4fHCC0QFdeFgSm2MBokqtRx5YlwT7J0fzq25d3Ny8zr2L5ff+Lu/OJparR6co+Xqbc+TbzUjsLY7eq2RNTNOcuVogqWHahmp4bB1KnxXH5YMRnVlA30DL+BqL5Gut2e9cihSr8/Bz7KNNCuCr458xcbwjaiVar7r8h21PWqb/RrG9HQy1qwFHpykChAfnoHJIOHoaoOL1+29g1Ji8mdE/APMPs6yIAIRM1FplPhUkXci3KueyNUj8rJMtaYti92QqCT6VOvDG03fAODzw5+zNXJric6TsX498Z9+CoDXmDF4vfLKbd9v2L03HgFB5GZmcHDFstINWig2hY0NEfWf5nINuSx0UPQOaix+jdxtm608svLj0sG9bPltFgCtBwwuVp0QO0cNj41tRPWmPpiMEpvmnOHs7huWGqp5GXRwdiUs6A/fN4bdX0FmLDh4Qpux2L2+n8c/+hG1xobrJ49z4J+l1h6x1c0/O58F5xYA8Em7T2jl38oi10lbsQJJq8W2Th3smzR+4PNjLqcB8mzIrcv6JqPxZnn3ADEj8tDzu0+eiCRJXD0qt3eu3sIyL+y7ebH+izxV6ylMkom3d77NkbgjxTo++8BBYt6eBJKE+5AheL029o7nqNTqwuS3Y+tWF/5RCJYnSRL7/r7C4TXXAWjexZuGrteQsjK58eY4Yj/+GJO28iRalkTs5Yus+/ErkCQadutF24HF33qp0ih5ZGQ9wtoHIEmwY9FFjm2MsMBozSTpCmz6AL6pC38Ng6vbAAmqdYan5sL489DzU/CuhU9oNbqNlPtI7Vu+mPATR606dGvaGL6Rr458BcC4ZuN4tNqjFrmOZDKR9qfcSsB98OAi5QveGojcKj0xHpPRgFpjg4uXt7mHWiZEIGJGhXkid5kRSYuLIT0hHqVKTWiDsmsAp1AomNxqMl2Cu6Az6Xh92+tcTLlYpGPzLl4keuxYJL0e50cewXfye/f8g6napDlVGjbBZDSw+88/zPkjCPcgmSR2/nmJE1uiAGg/sCatBjUg9I95eL78MgBpfy4h/JnB6CpRo8niyEhKYOWXUzHq9VRr2oJuI0eXOElcqVTQ+dnaNO1ZBYD9K65ycPU1i/d4KjJ9HpxaBnMfhZ+awb4fICcJnPygwwR4/QQ8vwrqPwnq23sK1e/cnYbde4EksX7mt2SnpVrnZ7CiI3FHeHf3u0hIDK4zmOH1hlvsWtl796GLiEDp5IRr3wcHO0ajqXDrrv8d+SHy7Jybf0CFbUlQMUddTvlXdwMgNS6HnAzdbd8r2N4aWCeszJtoqZVqvuj4BU19mpKpz+SVLa8QnRl932P0cXFEjXwJU1YWDs2bE/DlF/fdWqZQKOg0dAQoFFw6sIfYK0ULdoSSMRlNbP3jfGGNkC7P1aFRN7n+hUKtxmf8OIJ//RWVhwfa8+e5/tRAsnbtsvKoy5YuN4eVn/+PnPQ0vENCefSNt0u9JKpQKGjTvzptnqwOwJF14dYPRuLPwfpJcsn1f16CiD2gUELNnvDMYhh3FrpNAY+q9z1Nl2Ev4x0SSk56GhtmfWeW3kYVxZXUK7y+/XX0Jj3dQroxqcUki251T5k/HwC3AU+idHxwMnliZCYGnQk7R81tje4AUvITVT38K+aOGRCBiFnZOWnwDJSzzG9cuv2OIiI/EKnSsOxmQ25lp7bjx24/UtO9Jkm5Sbyy5RWSc5Pv+lxTbi7RY17FkJiIbc0aBM2cgdL2wV1ZvatUJaxDFwB2L5pXfu4UKxmTSWLLvPNcPBiHQqmgx4gwwtrdmaTm1KE9VVf8g32jRpgyMoga9QpJs2Y9FB8wJpORtT9+RWJkOA6ubvSbNAUbO/sHH1hETR+pQvuBNQE4uj6CA6vKOBjRZcOxBTCnO8xqAwd/hrw0cA2Gzu/Bm2fg2WVQ51FQFa3uhdrGhkffeBu1xobwE0c5tv5fy/4M5URMVgyjtowiU5dJE58mTO8wHZUFc/i0V6+SvXs3KBS4Dx1atDHmL8v413C9rdEdQGr+1t2Kmh8CIhAxu8BabgDEXEorfMxoMBB19hQAoVYKRABcbFz4ufvPBDgGEJERwZitY8jWZ9/2HEmSiJ08mbxz51C5uxM062dULi73OOOd2j09FJVaTdS50w/1WrOlSCaJbfPPc/lwPEqlgl4v1adWC797Pl/j60vIgvm4PTMIJInE738geuxrGDMrT02Mu9m9+A+uHT2ESqOh31sf4OJl/rLXjboFFwYjxzZEcGDlVcsHIzHH4d834avasHosRB8GpRrqPgbP/g1vnITOk8C1ZHfHnkEhdHp+JAC7F88lIfyaGQdf/iTlJvHy5pdJyEmgumt1fujyA3Zqy85Yp8yXE2Gdu3fDJji4SMfE3iM/BG4uzVTUGiIgAhGzC6ztDtw+IxJ75SK63FzsnF3M0uSuNHwcfJjdYzbutu6cSz7Hm9vfRG/UF34/+eefyVi3HtRqgn74Hpug4r24Xbx9aNzrMQB2LZ6HySSKnJmLZJLYvugCFw/IMyGPjKxHtSYPTk5T2tjg/9FH+H/6CQobG7K2bSP8qYFoL18ug1GXvTM7tnDk338A6DX6Tfxrmn/rZYFG3YLpMCg/GNkYyf4VFghG8tLh8Bz4uQP80hmOzgVdJnhUg+4fwbhzMGgh1OwOZriTb9SjN9Wbt8JoMLD2hy/Ra81fnbk8yNRlMnrLaCIyIgh0CmR2j9m42blZ9JqG1FTSV60CwOP554t0jMkkEZNfsftugUhK4YyICESEfAE13UBxe55I4bJMg8blIpko1DWUmd1nYq+250DsASbvmYxJMpGxeTOJ3/8AgN+HU3Bo0aJE52/VbyC2Do4kRYZzfvcO8w38ISZJEjuXXOL83lgUCugxIozqTYt3l+82YABVFi1E7e+PLiKC64OeIWND5SpCF3/tClvmzADkbbp12nWy+DUbdgmmwyC5HfzxTZEcWRde+pNKEkQehJVj5IZzaydA3ClQ2UD9p2DYvzD2KLQfB86+pb/eLRQKBY+Meh1HN3dSbkSxd+kCs56/PMgz5DF261gupFzAw86D2T1m4+to3n/Hu0lb9hdSXh62YXWxb968SMekxGShyzWgsVPhFXR7gTltTg7ZqXKRPXeRIyIUsHO8M08k4mRBfkhjaw3rDvW96vNd5+9QK9WsD1/PD6veIfYdubuk+3PP4T5wYInPbe/sQst+8vF7ly3EoNM94AjhfiRJYs+yy4WJqd1eCKNm85K9ado3aEDVv5fj0Lo1Uk4ON958k8Qff6oUeSM5Gems+vpTeYdMs5aFhfbKQsMuQYXLNIf+vc7JrVElO1FOCuyfCTPbwO+PwIlFoM8B7zrQc5pccv2p36BqR7DgTY2Diys9X5FrEB1dt5roC2ctdq2ypjfpmbhzIscSjuGkceLn7j9TxaWKxa8r6fWkLloEgOewYUVOhi3MD6nuilJ1+++8ID/EwdUNO8eKWwVXBCIWcGueSF5WFnFX5SnwKmW4bbco2ga25dN2n2Kjh9rf/IspOxv75s3xnfR2qc/dpPdjOHl4kpmUyIlNa80w2ofXkXXhnNouZ8Z3fa4utVvdOyekKNQeHoTM+RWPYcMASJoxgxvjxmPKvXtF4IrAZDSy9vsvyExKxN0/gD5jJ5T57GOjbsG06CvvTNnz12XO74sp2oGSBNd3wfIX5dmPje9C4nlQ20PjZ2HEJhhzANqMAQcPC/4Et6vapDn1OncHSWLjrO8qxRKNSTIxZe8UdkbvxFZly0/dfqKup2WrXBfI2LARQ0ICKm8vnHv3LvJx96ofAreWdq+4syEgAhGLCKx1M08k+sJZJMmEe0BQuSw206daH3480ZDQBEhzgO0vNUGhLn13SY2NLW0HPgvAwRXLROn3Ejq9I5pD/8rFyjoMqkXdtubpd6FQq/F99x38P/0ENBoyN24k4tmh6OPizHL+srZn6QIiz5xEbWvL4+Pfw9bBOv11WjwaWriNevuCC/cvB5+VAHu+hR+bwh+PwZnlYNSCX0N49GuYeBH6zYSQVlZrONf5+ZE4eXiSFhdb4ZdoJEnii8NfsObaGlQKFV93+ppmvvfuNWTua6f8IddXch88GKVN0VovSCbpZiBSw+2O71f0ZncFRCBiAbfmiYSfOAlAcN3y2b8h7e9/cN9yDEmp4Pt+Sr4Jn8vCcwvNcu56nbrhGRRCXlYmh1ctN8s5HyaXDsexa+klAFr0rUrDLubfnuc2YABV5s1F5e5O3rlzXB84kNyTJ81+HUu6dHBv4eur5ytv4BUSarWxKBQK2j1Vg7rt/JEk2Pz7WSLO3rJN3mSEy1tg6VC56umWjyDlGtg4QbPh8PIOeGU3tBgJdq73ukyZsXN04pGXXwMq/hLNjBMzWHReXhr5pP0ndAq2fP5Qgdzjx8k7cwaFjQ3uzzxT5OOSY7LIzdSjtlXhE3rn7sWUG/kzIhV46y6IQMQi7Bw1hUlFEadPAxBUt541h3RXeZcuEfe//wHg8/rrdHz8VUDuS7Pi8opSn1+pUtF+sDz9f2zdajKTk0p9zodFxNlkts49DxI06BxEi0dDLXYth2bNCP3rL2xr1sSYmETEc8+T/u8ai13PnJKjo9gw8zsAmvXtT522Ha07IORgpPOzdajRTO5Ns2H2aeLPXIEdn8v9XhYNgPP/gskAgc3h8R/l3I/HvoOA8rV8C7cv0Wz6+fsKmfM15/QcZp+aDcC7Ld+lb7W+ZXr95F/nAOD6xBOoPYq+vBZ9Qc4zDKjhhkp958d1crRcMdkrKMQMo7QeEYhYSGBNdyRJR1q83I8isJzNiJi0WmImTETSanHs0AHPl19mdKPRDAuTA4cP933IhusbSn2d6s1aElgnDINex/7lpesA/LCIu5bOhp9PYzJJ1GzhS4ena1q0yiOATVAgVf78E6euXZF0OmLeeouEb8t3dU29No9/v52GPi+X4LAGdBzygrWHVEipVND9+VqEVDFi0JlYO/M0aVt+h/RIeaaj5SgYvQ9e2gpNnwfb8p1o2Pn5kTi6e5AaG8PBlX9ZezjFMv/sfL4/9j0g948ZUrf4vYZKI+/SJbK2bweFAo8RxSsbXxCIBNVxv+N7RoOhMFnVM1gEIsJdBNRyw2SIAcmEi7dvucsPSfzmG7SXL6Py9CRg+jQUSiUKhYIJzScwsNZAJCTe3f0uO6J2lOo6CoWCDkPkP74z27eQHF3C3QQPidS4bNbMOIlBbyKkngfdhtW9o5KipaicHAn66Uc8X3oJgOTZs7kxfgKmvPKZpLht7i8kR0fi6OYul2+/TwuCMpUaDlunovqpIT1zh+KtvkquyZU1mZ+R2+tXefajzxfgW/5mSe/FztGJri/I/YsOrfyL5BsV4+946YWlfHnkSwDGNBrDiPojynwMKb/9DoBzjx7YVr1/mf1bGY2mwvyQoNp3BiJpcTGYjEY0dvY4e5avz5fiEoGIhQTUdMNkkKNVv+plk5VdVFl79pLyh9zrIOCzT1F7ehZ+T6FQ8H7r93m02qMYJAMTdkxgX8y+Ul0vsHZdqjdvhSSZ2LNkfqnOVZnlZupY89NJtNkGfKo40+vlBnedjrUkhVKJz4TxBHw+XU5i3bCByBeGY0hJKdNxPMi53ds5s30TKBT0eW0ijm53vlGXKYMOzq6A+f3g+0aw+yvIjMXGyYlHH4nF2U1FutadNTuqoTcVLVGxvKnZqh3VmrbAZDSwZc6Mct/CYcXlFXxy8BNA7kL+SqNXynwM+pgY0tfKuwY9XxpZrGMTwjPRa423LfXfKilKXpbxDAq2+IyppYlAxELsHDWoVbEA2DqXn2kzQ2oqse/m1wsZMhinTncmbCkVSj5p9wldg7sWduw9EHugVNdt/8zzKBRKrhzeT8ylC6U6V2Vk0BlZO/MUGUl5uHjZ8eirjdDYWu8O3/WJJwiZMweliwu5J04Q/sxgtNevW208t0q+EcWWX+WiZW0GDCakfiPrDSbpMmx6X048/esFuLZdfrxaFxg4D8afx/HxKTz2ZnNsHdUkhGewac4ZTMbyu+R1LwqFgq7DX0FtY0v0uTOc3bnV2kO6p7XX1vLhvg8BGFp3KG80fcMqH9bJ8+aBwYBD69bYN2hQrGOjL8jBf2Btt7vOihbkh3hW8PwQEIGIxRh0OnS58oyILtfyFfuKQpIk4qZ8iCExEZvq1fF56617PletVPNVp6/oHNQZrVHLa1tf42DswRJf2yu4CmGdugKw+0/REO9WJpPE5rnniL+ega2Dmr5jG+HgYv27ZsdWLQn9czGaoCD0kZFEPDOYnCNHrDomvU7Lmu8+R6/NI6R+Q1oPGGSFQeTCyaUwtw/81Bz2/Qg5SeDsDx0myv1enl8J9fqDWv49uvs58uiYRqg0SsJPJ7Pzz0sV8m/A1ceXtgPlHIudC38nJyPdyiO60+aIzUzeMxkJiYG1BvJ2i7etEoQYUlNJ+0vezeU5snizIXBrfsjdk1srS6IqiEDEYuKuXkIyGUHhSHyEAslk/TedjLXryNy8GTQaAr/8AqX9/buRalQavu78NR2DOpJnlEsiH4o9VOLrtx34LCqNhuhzZ0RDvFvs+/sK144nolQr6DO6Ae5+1qmBcTe21asTunQJdo0aYkxPJ3L4CKvuqNk+7xeS8jvq9nntLZQW7JJ6h/izsO5t+Lo2rHgZIvaCQgm1esEzf8odb7t9AO6hdz3cv7orj4yoBwo4tyeG45siy27sZtS0zxN4h4SSl5nBzgW/WXs4t9kauZW3d72NUTLyRPUneL/1+1ZbtkhdtBgpNxfbsLo4tmtbrGP1OiNx1+Ug7275ISBmRIQiuHHhHABq2yDysgwk3bBuQS9DUhLxn8jrpV6jX8EuLKxIx9mobPi287d0COxAnjGPV7e+yuG4wyUag4uXN417ytvmdi+eV653ZJSVU9ujCsuBdxtWl4CaVs51uAu1pydV5s3DuUcPJL2emLfeImnWrDK/oz+/Zwent26U80LGllFeiDYLjs2HX7vBrLZwaLbchM41BLpMloOPIUuhTh9QPbgQYLUm3nR4Wi4Fv3/lVa4dT7T0T2B2KrWa7i+NBYWCc7u2Fb7XWdvmiM1M3DERg8lA76q9+bjtxygV1vmIM+XkkLpQrsfkNXJksYOh2CtpmAwSTu62uPrcecNYmXbMgAhELCb2ykUAPAKqAxB1zrrJfnGffIoxLQ3bOnXwyt8VUVQ2Khu+7fIt7QLbFQYjR+JKNkVf0BAvMTKc83t3lugclUX46SR2L5PL/7fuV41aLUpXut2SlPb2BH7/HR7D5R1Qid//QOzk95H0+gccaR6psTfYnJ8X0vrJQZbt2yRJcOMY/PuGXHJ99Wtw4wgo1VD3cRj6N7xxAjq9Da7Fr2jZsEswDToFggSb554lMTLT/D+DhQXUqkODLj0A2DZ3ttW7bG8M38hbO9/CIBnoU7UPn7X/DFVZzpb9R+qyZRjT0tAEB+P8yCPFPj76/M1tu3cLYirTjhkQgYhFSJJE7GU5EKnSUN6iF3XeeoFIxsZNZG7YACoVAZ99ikKjKfY5bFW2fN/le9oFtCPXkMuYrWM4Gl/85RV7ZxdaPD4AgL1LF2Ioow+y8iY5JotNv50FCcLa+dO0p+WbbpWWQqnEd9Lb+E75AJRK0v/5h6hRozBmWXa2z2jQs/aHr9Dn5RIUVp82lmpml5cOh36F2R3g1y5wdB7oMsGjGnT/GMafh0ELoEZ3KOWHXPunaxIc5pFfY+QU2Wla8/wMZaj9M89j6+BIQvhVzmzbbLVxbLi+gUm7JmGUjDxW7TE+a/8ZamXp21SUlCkvj+Tf5CUrz5dfKlHLjMj8G9fgsLvnh1SmHTMgAhGLyEhMICc9DaVKTd32DQGIuZKGXlf2dw2G1NTC6qmeL40s8pLM3diqbPm+6/e0DWhLriGX0VtGl2iZpmmfx3F09yAjMZ5TW9aXeDwVVW6WjnUzT6HPMxJQ042Og2tXqDcTjyFDCJo5A4WDA9n79hPx/PMYEi23xLBv2SLir13GztGJPmMnmjcvRJIg8gCsGA1f1YZ1EyHuNKhsocFAGLYGXjsG7d8EJx+zXVapUtJzZD3c/RzITtOyduYpq7w/lIaDqxttn5b7Se1eMp/crLKf2Vl7bS2Tdk8qzAmZ2m6qVWdCANKWLsWYmIQmIAC3J54o9vFZqVqSb2SBAoLr3j9RtTLkh4AIRCwi9rK8PdW7SlW8gtxw8rDFZLjZvKgsJXz+BcbkZGxqVMdrzJhSn69gZqSNf5vCYGTvjb3FOofG1o42A+S72gN/L0Gbk1PqcVUURoOJDbPPFG7T7TWqfpnXCjEH586dqfLHH6g8PdGeOy9v771m/u29UWdPcWj13wD0GPUazp5e5jlxTgrsnwEzW8PvPeHkYjDkgndd6DUdJlyAAXOgageLNZyzddDw6KsNsXPUkBiZydZ558pFUntxNOrRR+4nlZnBvmWLyvTa/179l/f2vIdJMtG/Rn/+1+5/Vg9CTHl5JM2Ry7l7jhqFoojN7W4VeU7uTeRTxQV7p7sfX5l2zIAIRCwi9orcqMy/pnynG5If1ZZ1nkj2wUOkr1wJCgUBn3xS5I6PD2KntuPHbj/SMaijvLV322tsi9xWrHPU79IDd/8AcjMzOLKm9H1tKgJJkti19BIxl9PQ2KnoM6bhPd9oKgL7BvXl7b1VQtDfuEHEkCHknjhhtvPnZmWybsY3IEnU79KDWq3ale6EJhNc2wnLR8g7Xza+B4kXQOMAjYfCi5thzH5oPRocit4PpDRcvR3o/UoDlCoFV48lcvDfa2VyXXNRqdV0HT4KgJOb1pEYUTa1ZlZfXc3kPZMxSSYG1BzAR20/slpi6q3Slv2FMTEJdYA/bv37legckWflz4mQevd+DYoZEeGBChJV/WvWBiA4TK5cWpZ5IpJOV7gk4zboaewbNzbr+W1VtnzX+Tt6VOmB3qRnwo4JxepNo1Kraf/M8wAcXbOC7LRUs46vPDq94wbndseAAh55sR6eAeW7v0hR2ISEELp4MXYNGmBMSyPiheFkbiteUHo3kiSx5ZefyEpOwt0/gC755cVLJDMedn8DPzaF+Y/Dmb/BqAO/hvDo1/LsR78ZENzSYrMf9xNQ040uQ+sAcHR9BJcPx5f5GEojpH4jarVqhySZ2DZvtsV3Uy29sLSwTsjTtZ5mSpsp5SIIMWm1JP/6KwBeL5dsNsRkNBUWMqtSz/OuzzHodKTEyF13rdlp2pys/9urZIwGPQnXrwI3A5GgOu6ggJSYbLJSyyYpLXnuPHRXr6Ly9MRn3DiLXEOj0vBFxy/oW60vBsnApN2TWHVlVZGPr9mqHX7Va6LX5nHgn6UWGWN5EXUuhT1/yTtk2vavQWgDMy0xlANqT0+q/DEPx04dkfLyiB77GqlLl5XqnGd3bOHSwb0oVSr6jJ2Ijd39a97cwWSEy1tgybPwbRhs/RhSr4ONMzQfAS/vhFd2Q4uRchM6K6vTxp8mj8h3t9vmnycxqmLtpOn03IuFFVcvHdhjsevMOT2nsGz74DqDmdx6crkIQkCeDTEkJqL298ftyf4lOkd8eCbaHAO2Dmp8Ql3u+pzk6Egkkwk7J2ecPO4erFQ05eM3WIkkhl/HqNdj5+yCm68/IJd796kiv6gK1v8sSRcdTdLMmQD4Tnoblavl3mjVSjWftv+UATUHYJJMvL/3fZZdLNqHkNwQ7wUATm3ZQFp8nMXGaU1p8TlsnHMGySRRp7UfjXsEW3tIZqd0cCB4xgxcBzwJJhNxH35I4g8/lujuODX2Btvmyi3b2w58Fr8atYp+cPoN2PG53O9l0QC4sAZMBghqCU/MgIkXoe+3ENC42OOytNb9qhNSzwOD3sT6WafJzdRZe0hF5uLtU7gbbteieRh05h27JEl8f+z7wi66LzV4iXdbvltugpDbZ0NeKtFsCEDkWfnzITjMA+U9ml0WLH95V6laoZLc76d8/BYrkZj8bbv+NWrd9iIJbSBHruGnkix6fUmSiJs6FUmrxaFVK1wee8yi1wO5N82HbT7k2bpyBv3UA1P54+wfRTo2pH4jqjRsgsloYO/SBZYcplXo8gys+/k02hwDftVc6fxsnUrz5vFfCrUa/08+wWvMaACSZs4k9oMPkAyGIp/DaDCw7sev0GvzCAqrT4snBhThID1cWAuLnobv6sOOzyA9CuzcoNUrMHo/jNwMTYaCTfmpWvtfSqWCHiPq4eptT2ZKHhvnnMFYgXrStHjsSZzyd8Md3/Cv2c5rkkx8dvAz5pyWk0DHNRvH601fL1d/R2lLl2FISEDt54frgCK8Zu+hIBAJCbv3TMetgUhlIQIRM4sryA+pUfu2xwum4qMupGLQW26bXtb27WTv3AUaDX4fTimzP1aFQsGkFpN4sf6LAHx15Cu+P/Z9ke6IC2ZFLuzdSXz+slZlIEkS2xdcIDU2G0dXG3mHjKZy/8kpFAq8X38dv48+kmuNLP+b6FfHYirizqj9yxcTd/Uyto6O9H51wv236qZch63/g2/rw5IhcHkjSCao0h6e/BUmXITen4NvybeslzU7Rw29RzdAY6vixsU09i2/Yu0hFZnGzo52+XlfB1csM0sfGoPJwPt73mfJxSUoUPBB6w8YUX9Eqc9rTsasbJJ+/hkAr1dGlXhTQG6mjoT84nb3S1QVgYjwQPHX5DcOv+o1b3vcK9gJR1cbDFojMZfSLHJtk05H/OefA+D5wjBsq1WzyHXuRaFQ8EbTN3ij6RuAvJ778f6PMZjuf0fsW7U6ddrJXYD3/Fm0mZSK4OTWKK4cTUCpUtBrVAMcXW2tPaQy4/7MIIJ+/AGFrS1ZO3cS8cJwDCn3T9aOOneagyv/AqDHS6/h4nWXipEGLZz5B+Y/AT80ht1fQ1YcOHhB29dh7FEYvhYaPg0aOwv8ZJbnGeBE9+Fy8HRqezTn98VaeURFV69jV7xDq6HNyWb/8j9LdS6dUcfEnRP599q/qBQqpnWYxtO1nzbTSM0nZf4fGFNS0FQJwa20syESeAY53fO9QpIkEYgI96fLyyUlv/6/T9Xqt31PoVBQJX9WJPyMZfJEUhcsRB8RicrLC89Rr1jkGg+iUCgY2WAkH7WRt9P9fflvJu6ciNZ4/yTddk8PRalSEX7yGJFnTpXRaC3nxsVU9v0jz+60H1gTv2rWT4gsa87duhEyby4qV1fyTp0ifPBgdFFRd31uXlYW63+St+rW69yd2m3a3/6ExEuwcTJ8UxeWD4drOwAFVO8KA/+Qq54+MhW8alj85yoL1Rp70+LRUAB2Lr5I/PUM6w6oiBRKJZ2fk2dFT21ZX7i7o7iydFmM2TqGrZFbsVHK/a4erfaoOYdqFobUVFJ++x0AnzfeKFHV6gLX85ftqza8dyJ7ZnISedlZKFWqSrN1F0QgYlaJ4ddBknDy8LxrQ66CPJGI00lm3+JmSE4madYsAHzGvYnKybpr4QNqDeDrTl+jUWrYGrmV0VtGk6W7dylwNz9/GnbvBcDuP+dVyBbpBbJStYXJqbVb+VG/U/H7kVQWDk2aUOXPP9EEBKCPiCR88BByz5697TmSJLF5zgwykxNx8/MvrEuBPhdOLoHfe8OMFrD/J8hJBmd/6PgWvHESnlsB9fqBuuLWY7mXFo9WJbShF0aDifU/nyI7vWKUgQ+p34hqTVtgMhrZtWhesY9Pyk1i+MbhHIw9iL3anhndZ9AlpIv5B2oGybN/wZSdjW1YXZx79SrxeYx6U2H9kND7BCIFsyEeAUGoSxH0lDdlEojMmDGD0NBQ7OzsaNWqFYcOlbyVfHlWkN/w39mQAkF1PFCplWQk5ZEaa95qoonffY8pKwu7sDBc+5ds65i5da/SnZ+7/4yjxpHDcYcZsXEESbn3TtZt/eQzaGztiLtyicuH9pXhSM3HaDCx4ZfT5Gbq8QxyotOzFat8uyXYVqtKlSV/YlunDsakJCKfe56svTer8Z7duZVL+3fLW3Vfm4hN2lVY95ZcdGzFKIjcBwol1OoNg5fIHW+7vg/u5b8/T2kolAp6DA+Ty8Cn69gw+wxGQ8VIXu347AgUSiVXjxwg6tzpIh8Xnh7O0HVDuZByAQ87D+b2mktr/9YWHGnJ6WNiSF28GACf8RNQKEv+cXrjUip6rREHVxt8Qpzv+byCQKSy1A8pYPFAZOnSpYwfP54PP/yQY8eO0ahRI3r27ElCQoKlL13mCuqH+ITePRDR2KoIrC3PlISfNt/umbzz50lbvhwA3/feLdUfhLm19G/J3J5z8bDz4HzKeZ5f/zxRmXefnnd0c6dZ334A7PlzPiZjxeq9AbD3r8vEX8/A1kFN71H10dhYt+R0eaHx8aHKwgU4tG6NKSeHqFGvkL56NalxMTe36rati//20fBzOzj0i9yEzjUEurwP487CkCVQuzeorNfQrKzZ2KvpM7ohNvZq4q6ls/fvipG86hkUTMNu8gzBjvlzkEwPDqBOJZ7i+fXPcyPrBsHOwSzsvZB6nvUsPdQSS5wxA0mnw6FVKxzbtS3VuQqWZUIbeqG4x7ZdqJyJqlAGgcg333zDSy+9xPDhwwkLC+Pnn3/GwcGB33//3dKXLnMJ1+U3Cd97zIjALdt4zRSISJJE/GfTQJJw7t0Lh+bNzXJec6rrWZf5vecT6BRIVGYUQ9cN5UzSmbs+t3nfJ7F3diE19gZntluvo2dJXDwQy+mdco5Q9+FhuHo7WHlE5YvKyYngX2bj0qcPGAxEvz2J1e+Nk7vqOmbSInEW3DgKSjWEPQFD/5GXXzq9BS4B1h6+1bj5OtD9hboAnN4ezaVDFaPeTtuBQ7Cxtyfh+lXO79lx3+fuit7FyE0jSdWmUs+zHgt6LyDYpfzW29FevUr6ipUA+IwfV6pZT0mSCss63C8/BG4GIj4iECk6nU7H0aNH6d69+80LKpV0796d/fv33/F8rVZLRkbGbV8VhUGnI/mGfKd/r6UZgCr5gUjc1XSzFCzK2raNnMOHUdja4jtxYqnPZylVXKowv/d86njUISUvheEbht+1P42tgwOtnxwEwL7li9Fr88p6qCWSGJXJ9kXy1u0Wj4ZWqsqp5qS0sSFg6mQ8ejXjip87SdnZ2EgGevmdR+lZHXr8D8ZfgKfnQ41uUI5m96ypaiNvmvWWl6K2L7wgd2ct5xxc3WjZT97lsnvJ/HsWOVt5ZSWvb3udXEMu7QLa8XvP3/G0L98VQxO+/ApMJpy6d8O+UaNSnSspOousVC1qGyVBte/MLSyg1+aRGhcDgHdo2e6ItDSL/pUnJSVhNBrx9fW97XFfX1/i4u6M6qdNm4arq2vhV3Bw+Y2I/yspKgKT0Yi9s8t9O4S6eNrjHeKMJN2cjispyWAg4ZtvAfAYNgxNYPlOivRx8GFer3m0C2xHnjGPN7e/yaLzd3bsbNijDy7evmSnpnBsvfkKI1lKXraeDbNPY9SbqFLfkxaPVq67FbOQJIjYDyteQfFtGHqbnVz1ld9060UkkZXcC9Oo/dDuDXC6y7ZdgZaPVSO4rjsGnYn1P59Gm1v0QnHW0qzPEzh7epOVnMSJjWtu+54kSfx88mc+2PsBRsnI49Uf58duP+KgKd8ziVl795K1Yweo1fhMmFDq8xXMhgTX9UB9n6XcxAh5M4SDq9tdN0NUZOXqduPdd98lPT298CvqHlv9yqOEWxJVHzRNV62x/EZ77Xhiqa6ZvmoVuqtXUbq64jnyxVKdq6w4ahz5qetPPFXrKSQkph+azueHPsdoupkPotZoaPe0XKX18Krl5GaV374bkkliy9xzZCTl4eJlR/fhYfdd433oZCfDvp9gRiuY2wtO/kmeVse6uPpIKKgZWg3/HB0ZOw8T9fIojJnl93dtbUqlgh4v1sPJw5b0xFy2zjuHZCrfu8vUNja0HTgEkIuc5WXLMzk6o4739rzHjBMzABhRfwSftPsEjbJ87wSRDAYSpsu1mjyeHYJt1dLfdFw/mb8s0+j+s6hxV+9eo6oysGgg4uXlhUqlIj7+9m6S8fHx+Pn53fF8W1tbXFxcbvuqKOKLkB9SoHpTORCJOp9S4rsaU14eiT/+BIDXqFGoKtC/lVqpZkrrKbzZ9E0AFp5fyISdE8g15BY+p077TniHhKLNyeZQfpGr8ujwunAiziSj0ijpNaoBdo7l+420TJhMcp2Pv4bDN3Vg02RIuggaB6TGz7LF4WUytSrcfP3p9dF0Qn6ZjdLRkZyDB4kY+hz6+MqXyG4u9k429B7VAKVawfWTSRzbFGHtIT1QWKeueAaFkJedxeHVf5Oal8pLm15izbU1qBQqprSZwrhmpcuzKCtpy/9Ge/kyKldXvMaMKfX5MpJzSYzMRKGAKvXvH4jEX5ObZvpWqxy1cm5l0UDExsaGZs2asXXr1sLHTCYTW7dupU2bNpa8dJm7OSPy4BeJu58j7n4OmIwSESVMWk1dtBhDXBxqf3/cnx1SonNYk0Kh4MUGL/JFxy8Ka42M3DiycHuvUqmi/ZBhABzf8C8ZSaWbPbKE8NNJHF4rJ491frY23sH33nb3UMiMlyud/thUrnx69h8w6sC/sdxobsJFzns8xcUTZ1AolfJWXXsHHNu0ocqC+ai8vNBevEj44GfQXrtm7Z+m3PKp4kKnZ+QWEgdXXSPq/P0r1lqbUqmifX7p96NrVzL872c5lnAMZ40zM7vPZGCtgVYeYdEYMzNJ/OEHALzGjjVLM9Grx+T3tYCabji43L8WTkHVbt9qYkak2MaPH8+vv/7KH3/8wfnz5xk9ejTZ2dkMHz7c0pcuMyajkcTIcAB8qhYtiahak5IvzxgzMkj65RcAvMeORWlbcUuH967am18f+RUXGxdOJZ1i8NrBXEi5AEDVxs0JCquPUa9nz5L5Vh7p7dITc9ky9xxIUL9TIHVa+1t7SNZhMsKlTbDkWbnq6db/Qep1sHGG5i/CqF0waic0H0Faeg5bf5eL7rV9agj+NW/2Y7ILCyN0yZ/YVKmCISaWiMFDyDl+3Fo/VbkX1j6Auu38kSTY9NtZMlPKd1J39eatcKkajFGvx+d4NoFOgSzos4C2AaXb9lqWkn7+GWNKCjbVquH+zCCznPPqMXn2r3pTn/s+T5eXW7gZQizNlMCgQYP46quvmDJlCo0bN+bEiRNs2LDhjgTWiiw1NgajXo/G1g43nzuXnO6mehP5hRdxNhm9rnj1MpLn/IYpPR2bGtVx7fdEscdb3jTzbcaiPosIdQklLjuO59c/z+aIzSgUCjo/NxIUCs7v3k5sfmdja9PrjKyfLXfU9a3qQvuBle+N4YHSo2HHdPiuISweCBfWgGSEoJbwxAyYeBH6fgP+8o4Ck9HIup++QpebS2CdMFr2v/Mu2CYoiCpL/sSuUUOM6elEDh9B5rY7d1YJso7P1MI7xJm8rJvJ0uXVyisr+cvvGAC1op2Z2eQrqrs9eBm7vNCFh5M6X+4O7jvp7VKVci+QmZInl+5X3LwxvZeE61flqt2eXpUuURXKKFl17NixREREoNVqOXjwIK1atSqLy5aZpKhwALyCqxS5mJhXsBPOHnYYdCaizhZ9alWfkEDKfHl2wGfcOBSqylEwK9Q1lIV9FtI2oC25hlzG7xjPzBMz8a5ajXoduwKwff6vVi/9LkkSOxddJDk6C3tnDb1ero9KXa5yvi3HqIfza2DRQPiuAeyYBhnRYO8OrUbDmAMwcjM0GQo2t7cYOPDPEmIvXcDG3oE+Yyfes6uu2t2dKnPn4tSpE1JeHtFjXyN12bKy+OkqHLVGRa+X62PrqCYhIpPdyy5Ze0h30Jv0TD80nSn7phDrnkNeFScUEpxdWf53wxWQJIm4qZ8g6fU4duiAY8eOZjlvwWyIf3XXBzbELGymWgnzQ6Cc7ZqpqJLyl2W8QopeclqhUBRGwVeOFT05L/nXOUh5edg3boxT167FGmd552rryoxuMxhadygAs07OYuLOiTR7aiBqW1tiL13g4r5dVh3jmZ03uHgwDoVSQc+R9XFyr5gdXosl5Rps+Ri+rQdLn4XLm0AyQWgHeHKOXPej93TwqXvXw29cOMeBv5cC0P2lV3Hxvv80tNLBgaAZP+E64EkwmYib8iGJP82wehBaHrl42fPIiHqggLO7Yzi/L8baQyqUmpfKK5tfKdyiP6bRGF569TNQKLh0cC9xV8pf4HQ3mRs3kb13LwobG/zen2y2pNqC/JAaze7/9wAQd7UgUbVyzr6KQMQMEiPlzPXi1v8veAFeP5VUpOUZfXwCaUvlN3TvN16vEFnmxaVWqpnUchL/a/s/1Eo1myM2M+bgOMJ6y+Widy2ah15nneZfcdfS2fOX/IbQpn/1wnL9lZJBC2f+hj8ehx+awJ5vICseHL3lWh+vHYMX1kDDgaC5dzCmzclm3U9fI0km6nboQt12nYp0eYVajf8nn+A1ZjQAST/9RNyUD5EM5b92RlkLqedJy77yNtKdf14iMdL6W6Avplxk8NrBHIo7hIPage+6fMfoxqPxqVKNsA5yA7tdi8t/c0tTdjbx06YB4DlyJDZVzNPfKCs1j7hr6QBUa/zgQETMiAgPlBSZ34goOLRYx/lWdcHZ0w6D1lhY1OZ+kn/9FUmnw75ZMxxal89GUObSv2Z/fnvkNzzsPLiQcoHPpIXYurmQmZzI0TUry3w8ORk6Nsw+jckoUb2pD427V5xie8WSeAk2TpYTT5ePgOs7AQVU7yZXOx13Tq5+6lm09f2tv/9MRmI8rj6+dBsxulhDUSgUeL/+On4ffQhKJWl//UX0629gys198MEPmea9Q6nSwBOj3sT62afJy9ZbbSwbwzfy3PrnCnvGLOqziG4h3Qq/3+7poajUaqLOniLi5DGrjbMoEmfOxBAfjyYoCM+XXzLbea/mb1Lwq+aKk/v9l2W0OTmkxsqtI3xEICLcjS43h/QEuU5KcZZmQH6jrdlCTtq9fDj+vs/Vx8eTlr9W7j321Uo5G/JfTX2bsuTRJdTxqEOSPoUtoXLAd2jlX2SlJJfZOExGExt/PUN2ug53Pwe6Pl+ncv3763LgxJ/wey+Y0QL2/wQ5yeAcAB3flvu9PPeP3P9Fff8thrc6v2cH53dvR6FU0nvsRGwdSlYx0/2ZZwj64XsUtrZkbdtG5PARGFJTS3SuykqhVND9hTBcvOzITM5j8+9ny7zYmdFk5IdjPzBx50RyDbm08W/Dn4/+SQ332z88Xbx9aNzzUQB2/flHkRriWYP28mVS/pDz8Xzfn4zSznzLsFeOyO/3RVmWKehh5uLti4NL6bcMl0ciECmlpKhIABzdPUr0IqmVH4hEnE1Gm3Pvu5jkX+c8NLMht/J38md+7/n0rdaXq/5ZJLhp0Wvz2LG47Jom7l9xlZjLaWjsVPR+pQE2dpWk+2vcaVg7Eb6uAytfgcj9oFBB7T4weCm8eRq6Tgb34k9HpyfEs2XOTABaP/kMgbXvnj9SVM7duxMy93eUrq7knjhBxJBn0UXfKNU5Kxs7Rw29X2mASqMk8mxKYY2bspCSl8LoLaP59fSvAAwLG8bM7jNxtb37e2LLfk9jY+9AYvg1LuzfXWbjLCrJZCL244/BYMCpWzecO3c227nTE3OIu5aBQlG0QCQ2P5emsi7LgAhESu3WHTMl4RnohEeAIyaDVDhd91+3zYa8NrZy3Y0Xgb3ans/af8bk1pM5Wk9eV72weydHT+yw+LUvH4nnxBZ5/363YXVx93N8wBHlnDYTjs6DX7rAz+3h8K+gTQe3EOj6Pow7C4P/hNq9QFWygEveqvs1utwc/GvVKWxiWFoOTZsSumghan9/dNevEzF4MHkXLpjl3JWFV5AzXZ6V67McXhtuti7f93Mi4QQD/x3I/tj92KvtmdZhGhNbTEStvPfrx8HFlRaPPQnA3qULMBqst5R0N2lLl5J75CgKBwf83nvXrOe+dEieDQmq446j24NrQMVcOg9AQCmD+fJMBCKllFTCRNVbPWh5pnA2pHkzHCrZ1ueiUigUPFPnGb4e/Cs3QgwogL9nTWP9tfUWu2ZyTBbbFsgfdE17hhTWfqlwJAmij8Lq1+TZj3/fgJhjoNRAWD94bgW8fhI6vgUupS/Mtv/vP4m5eA4be3t5q64Zt5jb1qhB6JI/sa1ZE0NiIhFDnyP7wEGznb8yqN3anwad5AaYW+aeIz3RMjk1kiSx4NwChm8YTkJOAqEuoSzus5i+1foW6fhmj/bD0c2d9Pg4Tm3ZYJExloQ+NlburotcIsGczUQlSSoMRGq1enDNKUmSiLkoByL+NeuYbRzljQhESikxP1HVuzSBSHM5ELlxMZXs9Nt3hNyeG/LwzYb8VyPvRowbPwOjRoFnmoZfF/2PaQenoTPevcV4SelyDWyYfQaD1khgbXdaPV4B227npsHBX+SZjzld4dh80GWBZw3oMRXGn4en/4DqXaGI9W8eJPLMSQ78I+/s6vHSWNx8i1bgrzg0vr5UWbQQh+bNMWVlEfXSS2SsW2f261Rk7QbWxLeqC9ocA+tnny520cQHydJlMWHnBL44/AUGyUDP0J4s6bvkjnyQ+9HY2dF6wGAADvyzFF2e9ZOQJUki7qOPMeXkYN+kCe5DBpv1/AkRmaTF56DWKAubn95PWlwMuZkZqDQafIrQx6yiEoFIKUiSdHNGpIRLMwCu3vb4VnVBku6cFUn5fe7N3JCHdDbkv4L9q9PlGblFQLOLbvx9aglD1w0lPD3cLOeXJImtf5wnLT4HJ3dbeo6sh1JVQf5UJAki9sE/o+Dr2rD+LYg/AypbaDgIXlgHY49Au9fB6cFvhMWRk57Guh+/AkmifpdHqFPErboloXJxIfi3OTj37Imk13Nj/ARS/vjDYteraFRqJb1ero+9s4bk6Cx2Lr5otq2yBVtzN0dsRq1U807Ld/iy45c4aoq/bNmg6yO4+fmTk55mld1w/5WxZi1ZO3ei0Gjw/2Sq2QtGXjoYB0DVxt5FyjWLuSTPyPpWq4naDNVcy6sK8u5aPmWnppCXlYlCocQzKKRU56rTWr5zvLA/tvANw5CaSupfcudZr1deeehnQ27VrPcTeIWEYqdX0eaKL+dTzjNozSD+vVr6io3HN0Vy7UQiSrWCXi83wN656DtFrCY7Gfb9CDNawtzecGoJGPLApx70/kIuuf7kLxDaDizwOpJMJtbP+IbstFQ8g0LoOvxls1/jv5S2tgR+8zXuQ+UCePHTphM/bRqS0bx3/xWVk7sdPUfWR6FUcPFAHGd3lS65V5IkFp1fxOC1gwnPCMfP0Y95vebxbN1nS/zepFKraTfoOQAO//sPORnppRpjaRiSk4n/9FMAvMaMxra6eWcgjEYTl/N3y9RqWbQWJwXLMgG1Ku+yDIhApFSSouTZEDf/ANQ2pfuwqtnCF5VGSfKN7MKCRKmLFiPl5GAbVhfH9u1KPd7KRKlS0W3EKwCERtjSUdWYHEMO7+15j/f3vE+OPqdE5406n8KBlXIn5Y6DauFb1cVsYzY7kwmuboe/XpBnPza9D0mXQOMATZ6DkVth9F5oNUouw25BR9asIPzkMdQaG/q+8TYa27KpOKtQqfCd/B7eE8YDkPLHfKJfex1TdnaZXL+8C6ztTpt+8gfq7mWXC4toFVdKXgpjt41l+qHp6E16OgV1YlnfZTTyblTqMdZu3R6fqtXR5+VyMH9Zr6xJkkTshx9iTEvDtlYtPF980ezXiDqXQm6mHntnDcFhHkU65mFIVAURiJRKSn43RM/A0he3snXQFK4Znt8Xiyknh9QFcpMlr5deErMhdxFUtz5hHbuCJNHmrCejG4xGqVCy6uoqBq0ZxMWU4jXJy0jOZdOcs0gS1GnrT1j7AAuNvJQy42D31/BjE1jQD86uAJMe/BtD329hwkV44icIam6R2Y//irl0obA7cpcXXi5V4nZJKBQKvF56icBvvkZhY0PWtm2EP/cc+viit06ozBr3CKZ6U29MRokNv5whJ6N4+VQHYg/w1Oqn2BW9CxulDe+2fJcfu/6Iu515gluFUkmHIS8AcHLzusK6TGUp/Z8VZG3ZChoNAZ9PR1HKG8u7Ob8vFpBzAlVFWOrNy84iKVouDxFQiRNVQQQipVLQltkzyDxVNuu2lXcsXD4cT9KS5RjT09GEhOD8yCNmOX9l1PHZ4djYOxB/7QrtkkOZ88gcfOx9CM8IZ/Dawcw9Mxej6cFT9QadkQ2zz5CXrcenijOdBtcqX8GfyQiXNsGSZ+GbMNj6P0gNB1sXaDESRu2CUTuh+QiwK7tZnLzsLNb+8CUmo5FabTrQoFvPMrv2f7n06UPIH/NQeXigPXee8EGDxPZe5ECt6/N1cfdzIDtNy6bfzmAyPriImN6k59uj3/LyppdJzE2kmms1Fj+6mCF1h5j9byO0YRNC6jfCaDCwb9lCs577QXTR0YVLMt6vv4ZdXfPPPuRk6Ag/KW+lLuoNTtzliyBJuPn6V8qOu7cSgUgppNyIBsDDDDMiAEG13XHysEWbY+DCikMAeL74YqXpsGsJjm7uhWvMuxf/QV3b6ix/fDmdgzujN+n55ug3jNg4ghtZ914flySJnX9eJDEyEzsnDb1GNUCtKSf/5mlRsH0afNcQFg+EC2tAMkJwK3hiJky4AI9+Df6lnyIvLkmS2DT7h8IS7o+8bP1dXQ5NmhC6dAk21aphiIsjYsizZO3cadUxlQc2dmp6jWqAxlbFjYtpHFh57b7Pv5p2laHrhvL7md+RkHiq1lMs6buE2h61LTbGglmRc3t2kBhRNsXYJKORmHfekXfJNGuG54gRFrnOhf2xmEwSvlVd8Ax0KtIxN/ITVf0reX4IiECkVJLNuDQDcpnmOm3kWZFo+7qovb1x7d/PLOeuzBo/0gffajXR5mSzbe7PuNu580OXH/i47cc4qB04lnCMAasHsPLKyrvuHDi76wYX9sehUMAjI+vh7GHljrpGPZz/FxY+Bd81gJ3TISNazvNoPQbGHIAXN0GTZ8HGegXWjq1bzeWD+1CqVDz6xtvYOpSPYm82wcGELvkThzatMeXkEDV6DCkLF1l7WFbn4e9I1+flu/3jmyML29Dfymgy8sfZP3j636c5l3wOFxsXvu38LR+2+RB7tb1Fx+dXvSa1WrcHSSpc6rO0lLlzyT1yFKWDg7wkY4GbPkmSOLdX7opcnOXeGxfOAhBQq3Lnh4AIREosNzOD3PwMb4+AILOdt04rOZs61b02Ns+8iNICa5WVjVKl4pFRr6FUqbh8cB+XD+1DoVDwZM0nWf74cpr4NCFbn80Hez/gze1vkpKXUnhs7NV0di+TO+q27l+d4DpFSyKziJRrsOUj+LYeLB0KVzYDEoR2gAG/wfgL0Gsa+Fj/jSn6wll2LZLL7Hd6biT+NSx3p1wSKhcXQn75BdenBoDJRPwnnxD36WcP/Y6aGs18aNxD3uG39Y/zpMbdTOqNyohixMYRfHXkK3QmHe0D27PiiRV0r9K9zMbXbtBzKJRKrh07TPT5Mxa9Vu7JkyR89z0AvpMnYxNkvvfxW8VcTiM9IReNrapIJd0BDDpdYaJqcL0GFhlXeSICkRIqmA1x9vJGY8ZmSIqT+/BIOQcKJVGeLcx23srOJ7QaLR4fAMgdX/OyswAIdg5mbs+5vNH0DdRKNduittF/VX82hW8iO13Lhl8KOup606RH6bZgl4hBC6eXwx+PwQ9NYM+3kBUPjj7Q7k147Ri8sAYaPAUaK8/U5MtOS2XNd59jMhqp3bYjTXoVrZJmWVNoNPhPnVq4oyZ1wQKix7yKMSvLyiOzrjb9qhFYyw291sj6n0+jzdWz7OIyBvw7gGMJx3BQO/BRm4+Y2W0mPg5lW03YIyCQBl3lnLhdi+eZrfbJfxnT07kxbjwYDDj36oXrk/0tch2Ac3vk2ZCaLXyL3Kcq9vIFjHo9jm7uZr3RLa9EIFJC5twxc9t55/1B4I1dAFw4nITBzBURK7PWTz6Du38g2akp7Fo0t/BxlVLFyAYj5U6gbjVIyUvhre1vMevL1eSk63DPn7Iu0/yGxIuw4T255PrfL8L1XYACanSHpxfA+HPQ42PwLF/VFE1GI2u//4Ls1BQ8AoN5ZNRrVs8LuZ/CHTXffSd37925k/BBz6CLiLD20KxGqVLyyMj6OLrZkhqXw1dfLWLq/qnkGnJp7tucvx//mwG1Bljt99rmqSGobW2JvXSBq0fMX75fkiRi3puMPiYGTUgI/lP/Z7GfNS9Lz9Vjcg+xsHZFX5aJPHsagOB6Dcv135e5iECkhAoCEXMlqgLknj5D7tGjeGVcxMlNgzbbwOUjYgtiUaltbHjk5dcAOL11I1FnT932/ToedVjadymjGo6ibWR/7JM80any0PSOR2NbBsmpuhw4sRh+6ykXHjswA3JTwCUQOk2CN0/B0L8h7HFQlc8qinuWLiDq3Gk0dvY8PuE9bOwsmzdgLi69elJl4QLUPj7orl7l+tODyN63z9rDshpbJxVS9yiMCgNuN0JoGteDt1u8zW89fyPI2bp34E7uHjTr8wQAe5bMx1SEXW/FkbpgAVlbt6LQaAj89htUzs5mPf+tzu65gdFgwivYCZ/Qol+n4L3rYViWARGIlFhy/o4Zc86IFJSodu3dk/qd5fOe2RlttvM/DILC6tOwey8ANs3+8Y7+FTYqG3ronqJ+bEcAttZYwP/OT+aVLa/cd2dNqcSegrUT5NmPlaMh6gAoVFD7URiyDN48DV3ekzvglmNXDh/g8KrlAPR85XWzzwZamn2DBoQu/wv7Ro0wpacTOfIlUv74w2LT/+XVxZSLDF03lG9ufMq+0BUAtIrsS2fFoygV5eMjocXjA7BzciY5OpJzO7eZ7by5p04RX9DQ7p1J2NerZ7Zz/5fJaOLMTvk9pWGX4CLPbOi1ecRelmsgBddraLHxlSfl41VXARXOiJiphog+Pp6MDXIHSo9hwwhrF4BSrSAhIpP46xlmucbDouOzw3H29CYtPpZdC3+/7XsJERlsX5jfUbd3CE/26IGtypZ9Mfvov6o/88/Ox2AylH4Q2kw4Mhd+6QyzO8DhOaBNB7cq0PUDGHcWBi+GWj1BWU62Ct9HcnQU62d8DUDTPk9Qu00HK4+oZDQ+PoTM/wPX/v3lJNZp04l9bzImnXmbJpZHeYY8vj/2Pc+seYYzyWdw1jgzoF83arfxQzLBxl/PkJZQsorE5mbr4EirfgMB2PvXIvQ67QOOeDBDYiLRr70Oej3OPXviPmRIqc95P9dOJJGVqsXeWUPNFkXPtYm5eAGT0YCTpxduvqXvhl0RiECkBHR5uWQkyksm5rorTF24CAwGHJo3x75ePeydbQozrE/vELMixWHr4EjP0W8AcHLzeq4fPwJAdrqWdbNOY9SbqFLfk1aPVWdE/REsf2w5TX2akmvI5csjXzJozSCOJxwv/oUlCaKPwKqx8FVtWPMmxBwHpQbq9YfnVsLrJ6DjRHCpOG8weVlZrPzyf+hycwmsU4+Ozw639pBKRWlri/9nn+LzziRQKklfsYLI54dhSEy09tAsZl/MPp769ynmnJ6DQTLQo0oPVvVbxcDaT9FlSJ3CTr3rZp5Cl2uGQNwMGvfsi7OnN1nJSZzYuLZU5zLpdES//gaG+HhsqlfH/9NPLJ57cWq7fLNar0NgseoSRZ2T80NCwho8FPkhIAKREkmNkafb7F1csXcufRVLU04OqcuWAeDxwrDCxxvmL89cPhJPVmpeqa/zMKnSoDFNez8OwMafvyczJZX1P58mO02Lu58DPV6sh1Ip/5GHuoYyt9dcPm77Ma62rlxKvcTz65/ng70f3LbV955yU+HgbJjVDuZ0g+MLQJ8NnjXhkU/komMD50H1LqCsWH9yJqORNd9/TlpcLC7ePjw+4T1U6qJl/pdnCoUCzxdeIPiXX1C6uJB74gTXnxpI7okT1h6aWcVmxTJu+zhGbR5FREYE3vbefNf5O77p/A3eDnJLCZVGSe9XGhQmr26eew7JZP3lKrWNDW0HyrMWh1YsK9wJV1ySJBE/dSq5x4+jdHEheMZPqJyKVlSspBIjM4m9ko5SqaB+x8BiHVuQHxL0kOSHgAhESsTchczSVq7ElF/O3alLl8LHfau6EFDTDZNR4uQ2MStSXO2HDMMjIIjstFSWffwlcdfSsXVQ02dMQ2ztb/8wVSqUPFnzSf7t9y8DasrbgP/f3n3HR1VmDRz/Tcuk9x4SQuhVeu+g0psIiFJ2FXVB1xUb6uuiay+rrtgrFhRFkd6bVJWSAIYakhACpJEykzKTKff9Y0gQaemTcr5+8jHc3Jl7cgmZM89znvMsS1jG6J9Hs+TEEuzKX1piKwok74Kl9zpqP9Y+DhnxoHWFDlPgb2vhgb3Q+0HwCKypb7nK/fLN55w+FItWr2fso/+Hu7ePs0OqUp59+9Dkh+8dnVjT00meNp3sRYvqfN2I2Wbm40MfM2bZGDalbEKj0nBX67tYPm45QxoPueJ8Dx89w+9vj0arJvlQFr+tuH7n1ZrSZsBgAhpFYSrIZ++Knyr0HDnffUfukh9BrSbiv2/gEh1dtUFexaEtjteIpl2C8fDVl/lxpoJ8zic46kOi2tZ8t2RnkUSkAnLOXWztXgXruxW7nZwvHV0E/adNu6KzX6dbHAWM8TvOYi60VPp6DYnORc/wBx5BpVKTm3YIu/Uot85qh2+w+zUf4+fqx7O9n+Xr4V/T0q8lhmID/9nzH6aunsqB9ANQkAW7F8C73WDhCDj0PVhNENIOhr/uGP2Y8BE07l0jG85Vpz+2buTAmuUADJ8zl+DoGCdHVD1coqOJ/uF7vG69FSwW0p9/gXOPP4G9sHbUS5TX9tTtjF8+ngWxCzDZTHQJ6cIPo3/gie5P4OVy7ZUbIdHeDJrmaCe+f93p0i3rnUmt1tB3ynTA0ck3P/tCuR6fv3MX6S+9DEDw3Ifx7Ff9tU3GbBMnfnfcuw6Dy/cakfLHQRS7Hf/wRvgEh1RHeLWSJCIVkH3e0aDGL7x8Q25Xk//LLxSfPo3aywvfqzTVadw2AP9wDywmG/E7zlX6eg2N2eSPxrUnAHbTVty9y7Y9fMfgjiwetZgnuj2Bh86D+AvxzFg3g7lf9uTMlvlw4SToPKDzdLhnC9y/E3rc62jDXg+kHotn06fvAdBr4h206NHHyRFVL42nJxFvv0XwE0+ARoNh5UqSJ0/GnFQze55UhVO5p5izeQ5zNs/hjPEMQW5BvNLvFb649Qta+LUo03O07BFa2thvy5dHyUwxVmfIZdK0aw/CW7TGWmxmz0/flflxpmPHOPvQQ2C14j16NP53312NUV4SuzEFu10hoqUvoU3KN4KYHLcfgOiOXaojtFpLEpEKyDnvqBHxC6v8NvE5i74FwHfiRNQeV+7VoVKrSn8xHNx8BpvlxrtmCoectAI2fBqPRt8dz4Bm2KxmVr39apkr8LX5mdyVlcaqzAImGoyoFYWNHm6MbRTBm90mYPznfhizABp1qfOjH3+WfS6V5a+/gM1qpXn33vS67Q5nh1QjVCoVAX+bSeMvF6IJCsR8MoHkibdj2LDB2aFdV1ZRFs/teY4JKyawPXU7WpWWmW1nsnL8SkbGjCx3wWPP8U2JahuA1WJnzQeHKMir/IqVylCpVPSb6qidO7xlA9nnbrzM3nL+PGfuvQ97QQHu3bvXSHEqOHbZLemk2mV4dLkeqygKSRcTkSY3da7q0Go1SUTKSVEUcktGRMIqNyJSnJxMwc6doFLhN/Xav+ybdwvB009PoaGYY7+er9Q1GwpTvoXVF1cAhDfz447nnsHdx5eslGS2Lvz42g+02+DEevhuqmPPly3PE5iTwvx8O0v8etPTvx0WFXyRtY+Rqyez+NhiLPb6M2VWkJvD0pfnY8o3EtqsBcMfmIuqjhXYVpZ7167ELF2Ke9eu2AsKOPvPh0h/9TWUWrbEt9BSyAcHP2DE0hH8eOJH7IqdoVFDWTZuGY90fQQPXcU2IVSrVdxydxt8Q9zJzzGz5v1DWJzc4blR63bEdO6GYrdf1jX5amwGA2fuvRdrRgb65s1o9O6CGtuzq+TNYnC0N41alm909MKZ0+RnX0DroqdRm4ZTqAqSiJRbQU42FrMJlUpd6Tm8nO8WA+DRvx8ukdcufNVo1XQc6hgV2bc2WUZFbsBmsbPmw0PkZRTh5e/KsPva4x0UwIgHHwWVisOb13N057bLH5SbAltfcux2++0kOL4aFBtE9oRxH8Ajx2gx9mM+HvUt7w15j2jvaHLMObz424uM+XkMK0+txFbFHSBrmsVkYtlr/yEvIx2fkFDGP/5vdPrasb9NTdMGBRH1xef4X9wWPvuLL0i+8y6KU1KcHBlY7BZ+OvETo34exftx71NkLaJDYAe+HPYlbw16i8bejSt9Db27jpFzOuDqoSPjtJFNnx/B7uSVNP3v/DsqtZpT+34l5Y9DVz3HXlTEmdmzMZ9MQBscTORHH6HxrvzKxrIwF1o4fLEBZZdhjcs9ApN08AAAkW3aoW1gm51KIlJOOWmO0RCf4BA02oq34bYXFZH7s6OroX8ZGuu07ReOu48L+dnm0i2lxZUURWHzV0c5n5CHi5uWkQ90wN3b8Y+6cfuO9JwwBYCNH79LVnICHFkB39wGb3eAX14Fw1lw84eec2D2b3D3eug4FVwcBa4qlYr+jfqzdOxSnuz+JP6u/qTmp/LUzqeYuHIim1M218kVF3a7jVXvvEbaqZO4enkzYd5zuPv4Ojssp1LpdIQ8/pjjHbWPD6bDh0kaP4G8lSudEo/NbmPlqZWMXTaWZ/c8S2ZRJhGeEbw+4HW+GfENnUOqdjjfN9id4f9oj1qrIjEukz1LE6r0+csroFEkN908AoBtX31yRet3u9lM6pwHKNq3H7WnJ5EffYguvPLT52V1aGsqFpMN/3APmnQo/0q5pAN7gYZXHwKSiJRbSX2IbyXrQwyrV2M3GNA1aoRH3743PF/roqHrxTnH/WuTZTO8a/h9ZRIn96ajVqsYdl87AsIv7xfQa+IUolq2wGI2seyZ2RR9+zdI2AQo0KQ/3PaZY+XLsJcguNU1r6NT65jaeiprJ6zloc4P4eXiRUJuAv/a+i/uXHMne87tqTMJiaIobPrkPRL3/45Gp2PcY8/gXwWF2PWF19ChxCz7GbeuXbAXFHDuscc5N+9J7AVlK3yuLLtiZ13SOsavGM9TO5/ijPEM/q7+PNb1MVaMW8Gw6GHVVv8Q3syXITNaAxC36YzTt5zofftU9B4eZJ5O4o+tm0qPK8XFnH3oXxTs3o3K3Z3Ijz/GtXXrGovLlG8hdqNjtKzr8GhU6vL9fRQZDaQejQegaZfuVR5fbSeJSDnllNaHVDwRURSF7G8dRap+d0y5YsnutbTpE46nn56CvGJZQXMVR3efY9+aZAAG3tWSyFb+l75oMcHhH1F/NZZR9i/x0RWRV+zCqrQO2Ho/BA8egBkrof1E0JZ93b+7zp172t/D2glrmdV+Fm5aNw5nHebejfcyfe10tqdur9UJiaIo/PL1pxzesgGVSs2IBx8lomXN/QKvK3RhYTReuJDABx5wdGNdtoykCbdR9Ed8tV3TrtjZdHoTE1dO5LHtj5GUl4S3izcPdX6ItRPWMr3tdFw01T+E36JbKD3GOJZub198guTDWdV+zWtx8/IuLZ7e9f3XmAsLUaxWzj7+BPnbtqHS64l8/33cO3eq0bj2rz+NxWQjMNKztCN2eSQe2Iui2Alq3ASf4NBqiLB2k0SknEoTkdCKJyKmgwcxHzmKysUFnwkTyvw4jU5N1xHRAOxfl0yxqXa0Yq4NzhzLZts3jkZAXUdE07r3xb+fjGOw7kl4sxX8dDck78BNa2Nsbx90Oi0pRg9+ORsBAU0rdX0fvQ//7PxP1kxYw52t78RF7UJcZhxzNs9h8qrJbDy98cqmaLXAnh+/Y/9qR6+QW+57sN4v060MlVZL0ANzaPzVl2hDQyk+fZrkKVPIfO89FEvVFSxbbBaWJSxj3PJxPLztYU7mnMRT58nsm2az7rZ13NP+Htx11+6FUx26DG9Mq95hKAps+DSezDPOW9bb8daR+IWFU5iXy28/Lebs3EcwrlsHOh2N3l2AR88eNRpPfo65dBuOHmNiyj0aApCwdw8Azbr1rNLY6gpJRMopN63yK2ZKRkO8R4xA61e+yupWvcPwDnKjyGghdoPzC+dqg8wUI2s/PIzdrtC8Wwjdbw2B2EXw2S3wfg/49X1HG3bvCBgwD/51mKDZSxn+z8cBiF23kgNrq2beP9AtkHnd57HutnXMaDMDN60bR7OPMnfbXMYvH8/KUytrzSqb/auXsedHx8/ioJn30m7QzU6OqG5w79qVmGU/OxqgWa1kLXiX5DumYk6oXA1FoaWQb458w4ifR/DMrmdIykvCS+fFrPazWHfbOv7R8R/XbUhWnVQqFQOntiSipR8Ws41VCw6Sl1l04wdWA41WR/+7HD1B9q9aSvrWLah0Ohr97+0aaVj2V3tXJ2Gz2Alr5kPjdgHlfrzFbCL5oGNvq2bdelV1eHWCJCLlYLfbKp2IWLOzMa517LLrd2f5d3/UaNT0Hu949x67MQXDBef8MqgtctMLWbkgDovJRkS0liGBX6B6sxUsnw1nfgOVBlqNgqlL4F+HYdCT4OtYodS8e+/Sro1bv/yY43t2VllcQe5BPNrtUdbftp57O9yLl86LxLxEntr5FMN+HManhz8lz5xXZdcrr/2rl7Ptq08B6DPprtJ9eUTZaHx9iXj7LcJffx21tzemP/4gacJtXPhiIYq9fCNfWUVZvB/3PsN+Gsare18lrSCNANcAHu7yMBsmbuCfnf+Jj975rfU1WjXD72tHQIQHhYZiVrwT57QeI9Et2xCk0mIHjkcG0+jDD/AaPLjG48hKNXL04uKBnuOaVqhWJ/lQLNZiM95BwQQ1blLVIdYJkoiUgzErC5vVikarxSuwYvuH5P70E4rFgmu7dri1r9ha8ZhOQYQ398VmsfPrz6cq9Bz1QUGumRX/O0CR0UKQ2zlGFE5CE/sJmA3gFw1D/g1zj8CURdDiFlBfWYvTfdztjkp8RWHtu2+U7nxZVfxc/Xiw04Osn7iehzo/RIBrABlFGfzvwP8YumQoL/z6Akl5Ndu98/flP7Ltq08Ax/ffY8LkGr1+faFSqfAZPYqYlSvx6N8PpbiYjFdf5fT06WXqyBp/IZ6ndjzFzT/ezAcHPyDHnEOEZwTP9HyG9RPX8/d2f8fTpXo3ZysvvbuO0f/siHegK4bMIlYuOIi5hnfrtWZmcmbm32h5LAkUhfNebuT613yipigKO384iaJAsy7BhDfzrdDznLj4BqhZ154NZrfdv5JEpBxKV8yEhqO+yovajSh2u2PzJRxFqhWlUqnoe3tzUMHJfRmcT8it8HPVSYqC6cTvrHhhDcbsYnw05xjl+RQuWiu0nQDTl8ODsdDvEfC6fuGXSqVi8N/vo1m3XtisVpa//gIZyVW/4ZeXixf3tL+HDRM38EKfF2jp1xKTzcT3x79nzLIxzN40m21ntlV7L5I9P33Hjm8XAtBr4lT6TpneYH/5VRVdiKNfReh/nkPt7k7Rvv0kjR1H1gcfXNEEzWK3sC55HdPWTGPKqimsTFyJ1W7lpqCbeK3/a6wav4pJLSeh15S9YLqmefjoGf3Pjrh5u3AhNZ817x+qsVV8phMnSJo8GVN8PH5uHrTp4qgH2fz5h9htNbuSMDE2k7MnctHo1PSaULEaM4vJRMK+XwFo1WdAVYZXp0giUg4lPUR8K1ioWvj771hSUlB7euI9fHilYgmK8qJN7zAAdvxw0unNhmpEUQ78+iGW9wawesFesvN9cFdnM6bpV7gPfxweOQ63fwExA6Ec3UDVag0j/vkoEa3aYC4sYMnzT1dLMgLgonFhbLOxLBm9hM9u+YyBjQaiQsWOszt4cMuD3PrTrXwQ9wHpBVW74ZiiKGz/diG7f1gEQN8p0+l9+1RJQqqISqXCb9IkmqxYgUc/x+hI5v/eIXHCBAoPHCDFkMJb+9/i5iU389gvjxGXGYdWrWVUzCi+G/kd34z4huFNhqNVa298sVrAN9id0Q/ehIurhnMnc9nwWTw2W/UWY+fv2MnpO6ZiPXfesVHh4u8Y8I+HcPX0Iislmdh1NdffxWK2setHR01Qp1ui8A5wq9DznNr/G1azGZ+QUEKblW0/oPpIEpFyqOweM7k/LAHAe9RI1O6Vr3rvMbYpLm5aMlOMpdtO1zuKAsk74adZ8EZLLGufYfWJ20iztEavLWbM38Pwfng99H4APMpfKFZC56Jn3OP/JrRZC0z5Rpa88H/VloyA44Wre1h3FgxZwMrxK5neZjo+eh/SC9N5/+D73PLTLTy45UG2p26vdHGrzWph7Xtvsne5YzSu/11/p8f4SVXxbYi/cGkUQeTHHxH+xhtoAvwpTjjF6al3suy+YXy/9zMumC4Q4BrA/Tfdz4bbNvByv5dpF9jO2WFXSFCkFyNmd0CjVZN0MItNXxzBXg3JiKIoZH/1NWfuv9+xd0y3bkQv/g6Xxo1x9/Yp3Ydm95JF5d6dt6J+X5mIMduEp7+ezrdUvJPt0V2/ANCq94AG/aZAEpFyyK1EDxFrTg7GjRsB8L399iqJx93bhd4XhwR/W5GIIaseFa7mZ8Ku/8G7XWHhSDj8A1arwpqClzhb3B6dXs2oub0I6Nqnyjacc/Xw5Lan/kNo0+aYjIZqT0ZKNPZuzGPdHmPz7Zt5ud/LdAnpgl2xs+3MNuZsnsPQJUN55fdXiM+KL3dPEnNhIUtfeY6jO7aiUqu59f6H6Da67EvGRfnYFTsHMg7wTsABHrjbzuabHD+bN8cqvP+pmo8LJrJhwjrmdJxDkHuQk6OtvIgWfgy7tx1qjYqEfRlsWni0Skdn7QUFnHvkEdJfeglsNnzGjiXqs0/R+PqWntN+0C2ENWtJcVER277+rMqufS0Zpw0c3Ox44zdwait0+vJP0wMU5RtJjnO0dW/dt+FOy0A1JiIvvvgivXv3xt3dHd8//dDUZbnpaQD4hpQ/ETGsWIFisaBv0xq3tm2rLKY2fcIJb+6LtdjOL98er9XNs27IbodTW+CHGfBma9j4b7iQADoPrDf9jTUeP5Ga3xStXsPoBzsSGlP1BWquHp7c9vTzpcnI98/OI+WPg1V+navRa/SMihnFwmELWT52OXe1vgt/V3+yTdksOrqIKaunMHb5WD4+9DGpxht3uMxNO8/ifz9GyuE4dHpXxj8xX5boVpPj2cd5a/9bDPtpGDPXzeSHEz9wXpPP8tsjiJ1/G+qYxrjlW/B9ZzGpE6dQ8Otvzg65ykR3COTWWe1Qq1Wc3JvOli+rJhkxJySQNGkyhjVrQasl5KknCXvlZVR/2YdFpVYz5O5/oFKpOb57O6cPx1X62tdis9nZ8vUxFMWxGWlFluuWOL5rO3ablaCoaAIaRVVhlHWPSqmmV6758+fj6+tLamoqn332Gbm5ueV+DoPBgI+PD3l5eXjX0MZF12K323hn2m3YrFZmvfs53kFl756nKAqJo0dTnHCK0Pn/xu+Oqt1WPTe9kMXP/47NamfA1Ja061/H2nMbzkPcN3Dga8g9fel4eGfoMgNbq/Gs+TyZlPgLaF3UjH7wJsKbl6//SnmZCvJZ/sYLpB75A7VGy/A5DzulmMxit7Dn3B5WJa5ia8pWTDZT6dda+7dmSNQQbm58MzG+MZc9LjluP6vfeR1TQT7uPr5MmPcsITHNajr8ektRFI5lH2PLmS1sOr2JhNxLPUQ8dB4MjRrKiJgR9AjtgUatQbFayVn8PZkLFmDPcyzb9rr5ZoIfexSXqPrxInQqNoP1n8Sj2BVa9Qpl0LTWqCvQ3Eux28n5ZhEZ//0vitmMNjiYiLffwr3z9ffS2fz5B8StX41feCOmv/pOtWwc99uKRPatScbVQ8fUZ3vg5lWxayiKwtfzHiIzOZFBM2bRecTYKo7U+crz+l1tiUiJhQsX8q9//avOJyKGrEw+mfM31BoND32ztFyrZgoPxHJ66lRUrq4037EdjVfVNyWK25TCrh8T0OrU3P5UN/zDKrYFeI2xWR17vBz4Ek6sd+x0C6D3gQ6ToMsMCG1PscnK2g8Pk3osB61OzagHbiKinNtrV5S1uJi17/6XE7/tAqDnbXfQe+IdqMpRCFuV8ovz2ZSyiVWJq9ibtveyTq1NfJowNGooAyMGULDrqKMoVVEIa96S0XOfxMu/YsvNxSVWu5XYjFi2pGxhS8oWzhVc2mZBp9bRv1F/RjQZQf9G/XHVXn3XYmtODlkL3iVn8WLHCKBWi+9ttxE4+x/oQiq3m3dtkLA/gw2fOZKR5t1CGDKzNRpN2f+9WNLSOP/U0xTs3g2AR9++hL/yMtoytEswFeTzxcP3U5iXS4/xk+k7ZVqFv4+rOXcyl2VvHkBR4JZ72tK8a8X/vtITE/jmyX+h0Wq578OvcPNy7utbdSjP63etKtE2m82YzZca5BgMBidGc7m8DMe0jHdQcLmX7ub+6CgS9B42rFqSEICbBkeSciSbM0ey2fh5PBMf74pGVwtLgHJTHCMfsd+A8U/75UT1gs4zoM3Y0p1uTQUWVr17kPQkA1q9hpH/aF9jSQiA1sWFkf96HM+vPuPA2hX8+tN3ZCQlMPyBR3D1qPn+Dp4unoxrNo5xzcaRY8ph65mtbDq9iT3n95CUl8Si3z8n5eAKwrIdL4I+3Vox5N5H8PKWJKSizuefZ/e53ew+t5tfz/+KofjS7yRXjSt9IvowKHIQg6IG4e1y4xcTrZ8fof9+Bt8pk8l4/Q0Kduwg9/vvyVu2DL877yRg1j3l7rZcm5Tss7Lxs3hO7k2n2GRl2Kx2aF2u/ztTsdnI+W4xmW+9hb2gAJWrK8GPPYrf1LKv7HL18GTI3f9g5Zsvs3fFj7To2Yfg6JgbP7AMzIUWNn4Rj6JAq16hlUpCAA5tdjS1bN6jT71MQsqrVo2IPPvsszz33HNXHK8NIyJ/bN3I+g//R+MOnZj49PNlfpwtP5+T/fqjFBXR+NtFNxxerIyCPDOL//M7pgIL7fpHMGBqy2q7VrnYLHB8Dez/0lEDwsUfOTd/6DgVOk+HoMtjLcgzs/KdOC6cLUDvrmXUgzcR2sR53SXjf9nMpk/ew2opxicklOGz5xLRqo3T4vkzg9nA6tWfk/rzFtTFdiwaO7+1ySYh0rE7bJuANvQI7UGXkC50CulUphfMhirXlEtsRiy/nv+V3ed2k2xIvuzrvnpfBjQawOCowfQK74WbtmLLNksU7ttHxltvU7R/PwBqd3d8p0zBf8YMdCHl3zyttjj9xwXWfXQYq8VOeHNfRs7ugIvb1d/3mo4c4fz8ZzEddjQTdO3QgfBXXkYfU7EkYsV/X+Lk77sJbtKUO198E3UZNxW9FsWusPajwyQdzMI7yI3JT3fDxbXi7+GLTUV8dP90iouKuP2Zl4hq16FS8dVW1TY1M2/ePF599dXrnnP06FFatbq0fXp5EpGrjYhERkbWikRk5+Kv+e3n77np5hEMvWd2mR+Xs3gxac8+h0vTpsSsWlntS7SSD2ex+v1DoMCgaa1o06fim/NV2oVTjqmXuG+hIPPS8SYDHFMvrUZddafbnLQCVr13CENmEe7eLox5qCMBEc7vMJmemMCKN1/CkJmBSqWm25gJ9Lr9TrQ6ndNiyk1PY8vnH5AU53ghC2nWgsZ3DCO2+Bg7z+7kaPbRy85XoaKlf0u6hHShS0gX2ge2J8Q9pEEuHVQUhdT8VGIzYjmQfoDYjFgS8y5fJaVWqekQ2IHe4b3pFd6LdoHtqrzXh6IoFOzYQcbbb2M+4vj7Uul0+Iwbi//f/46+Sd1s+33uZC6r3ztI8cVdaUfOvglPv0v/3i3nz5P5v3fIW74cFAW1pydBcx/Gb/LkMu9IfjUFuTksnPsPTAX59L1jBj3GVW6V4u+rkti7KgmNVs34RzsTEl2516IDa1ewdeHH+IWF87e3Pqq3//aqLRHJzMzkwoXrr9OOiYnB5U9FQvWlRmT1O69zbNcv9L/r7+Va/pg0aTKmQ4cIfuIJAv42s/oC/JN9a5L4bUUSaq2K8XM7V8vqkmuymODoSkcCkrzj0nHPEOh4J3SeBv7XfqeTejyHdR8dxlxoxTvQlTEPdcQnqGZ3Gr0ec2EBWxd+TPwvmwHHnkODZsyiSaeuNRpHcVEh+1YtY+/yH7FaitFotXQfN4ke4yeh0V56ocwqymLPuT3sT9/P/vT9V7zDBwhwDaBtYFvaBjg+Wge0JsgtqF79glQUhVRjKkezjzo+Ljj+n23KvuLcJj5N6BrSlT7hfegW1q3GRpBKEpKsjz+maJ8jsUSlwnPQIPzuuAOPPr2dVp9UUZkpRlYuiKPIaMHDV8/IOR3w87CQ/cUXZH/1NcrFN57eI0cS/MTj6IKrZhQo/pfNrHv/LTQ6HXe99BaBUdEVep6kg5ms+cAxUjN4eqtLu3pXkN1u4/OH7iUvI50hd8+m4y0jKvV8tZkUq1aDb59+hPMJxxkz9yma9+hdpseYT50iceQo0Gpp/ss2tAEVX+pVHopdYd3Hf5AYl4mrp44Jj3bGL7Sai1czjjqmXg4tdnRABVCpodlQR+1Hi1tBc/2Rg6O7z7Htm+PY7QqhMd4Mv78D7t5VX/leFU7+vptNn75PYV4uADGdu9F70l2ENKlYq+eyshSbObRxHb8t+4Eig2P1RVS7Dgy5ezb+4Y1u+Pisoiz2p+9nX9o+YjNiSchNwKZc2Rrb28Wbpr5NifGJKf1/E58mhLiHoKnA9gY1xWK3cNZ4lqS8JJINyaX/T8hJwGi5cut6rVpL24C2dA7uTKfgTnQM7oifq/NrNAoPHODCJ5+Sv3Vr6TFdVBR+kyfhM2FCnaojycssYvV7B8lJK0SjstHu2EICzjv6Z7h17ULI44/j1qFqpycUReHnV58jKXYfgVHR3Pnim+VeRZOWmMfyt2OxFttpPyCC/ndUfqr7xG+7WPnmy7h6enHv+1+g01+9qLk+qBWJSEpKCtnZ2axYsYLXX3+dHTsc746bNWuGp2fZhtlrUyLy/qw7KTLkMe3Vd8pcAJXx3/9y4ZNP8Rw0iMgP3q/mCC9XbLKy/K1YMk4b8fJ3ZcJjXS4bFq2aixRA/M+OBCT190vHvRs5Rj463QU+N35xtNns7Fl6qrRJUPOuwQye0Rqtrva+4IGjWdivSxdzYM3y0n0umnTsQvextxPRum2VjigYL2QRt2E1hzavx2R0FEz6hUXQZ/I0WvTsU+FrmawmjuccJz4rnvgL8Ry5cITEvMTLVuT8mValJcQjhHDPcMI9wonwjCDEIwR/V3/8XP3wd/XH39Ufd617lX7/iqJgtBjJM+WRY84hx5RDWkEaaYVppBWkcb7gPGkFaaQXpGNVrr4Jm06to4VfC1r5t6JNQBta+7emuV/za65wqQ3MiYnkLF5M3s/LsBsvJlI6HZ79++MzehSeAweidq298SuKQuHevWR89yN7zjchx7clKHZaFvxG97/1wmvwoGobeSvIzeHLxx6gyJBH5xFjGTRjVpkfm32ugKX/3Y+5wEpUG39GzOlQrtU/V6MoCt898yjnTx6vllU9tU2tSERmzpzJl19+ecXxrVu3MnDgwDI9R21JRIqLClkw09ES+4EvvkfvfuPRBcVmI2HQYKwZGUS88z+8b7mlusO8QpGxmKVvHCA3vRC/UHfGPtwJD58qSEbOxTmmXg7/6NjpFkClgZbDoctMaDr4qjvdXk1+jon1n8STluh4d991RDTdRzepU9MC2edS2fPjdxzfvQPl4gu4b2gYbfoPpkXPvviHN6rQ91NoyCNh7x6O797BmfjDpc/tHRRCj/GTaDdwaKUL8a7GZDVx2nCaU7mnOJV3iqS8JE7lniLFmILVXradVvUaPV4uXrhr3XHTuuGmdcNd5/hcq9aiuvgfKkcdhgoVxbZizDYzJpsJs9WM2WamyFqEodhAnjnvqiM3V+OmdSPaO5po72ia+DQh2ieaGJ8YYnxj0KmdV89TGfbCQgxr1pDz3WJM8fGlx9UeHngNHYLnoMF49O2Dpoxv8qpbcWoqhjVryVuxnOIExw7hdpWaxN4PkKJzjCxEtw9gyMw2uHpU399J4oG9/PyqYwHEhCefo0nHLjd8TE5aAcvfjqMg10xIE2/G/qtThbun/lly3H5+enk+Wp0L97z7GR6+dWdUqyJqRSJSFWpLIpJ5OomvHn8QVy9v5nz6bZkek79jJ2dmzULj40OzHdtRV0NznbIwZBWx9I0DFOSa8Q5yY+y/OlZsgyaTAQ4vcSQg5//UadSviWPVS8c7wat8S9pO/3GBTQuPYMq34OKmZciM1sR0rLttr3PSzrFvxVKO7tyGxXyp8ZhXYBBRbTsQHB1DYFQ0nv6BePj6oXXRoVKrsZjMmPKNGLMyyT6fSkZSIqlH/+BCasplz9+odTs6jxhD0649KrT7c2XZ7DayirI4V3COs/lnOZ9/nrP5Z8kozCDHlEO2KZtsU/ZlTdeqmpvWDV+9L756X0I8QgjzCCPUI5RQ91BCPUIJ9wwn2D0Ytapu1VKUh+nECQyrVmNYtQrLuT8tgddqce/aFc/+/XHv1hXXVq1Q1VAhtWK3Y4o/QsGuXRi3bMF06FDp11RubviMGoXfHVPQt27N0V3n2b74BDarHS9/V265p2211rFt/vxD4tavwt3Hl+mvLbhuApCVms+K/8VSZLTgF+bBhEc64+pZ+XuoKArfPj2XtFMn6TJyLAOnl310pq6SRKSKnfx9Nyv++xKhTZtz50tvlekxZx95FMPq1fhNnUrov5+p5givz5BVxPK3YzFkmfD00zNidgeCIsvQz0RRIHWvY+olfilYCh3HNS7QerSj9iO6X7l2ugUoLrKy66cEjux0/BINjPRk2L3talVRamVYTCZO/r6bIzu2knrkMDZr2UYRriYoOoaWPfvSsnd/fENCqzDK6lNoKeSC6QL5xfkUWYsoshZRaC10fG4pwqpYURQFBaX0/+CYOnHVuqLX6HHVuKLX6tFr9PjofUqTDxdN7awZcgZFUSiKjcW4cRP527ZRnJR02ddVbm643XQTbp064tqyFfoWLXBpHFWpFSklbAYDpqPHKDp0ENOhQxTu248tJ+fSCWo17j264z18ON7Dh1/RPykzxci6T/7AkFmESgWdbmlM91FNqqX3kaXYzKInH+ZCagqN2rRj4tMvXFbQXeLsiRzWfugolA+M9GTMPztWuHPqXyXs+43lrz+PVq9n1oLPcPfxrZLnrc0kEali+1Yu5ZdvPqdl7/6MeujxG55vMxo52bcfitlM9JIluLV3/u6a+TlmVvwvlpy0QrQuaobMaFPafOgKhdlw6Hs48BVkHLl0PLClY9lthykV3un2zNFstnx9lPxsR7V8h0GN6DWhaa2vB6koi9lE6pE/OJ9wgozkRLLPpVKQc4Hioss3KNTodHj6+eMX3oiAiEZEtGxLROu2uHs7r3eKqFuKT58m/5dfKNi1m8K4uNJW8n+mcnHBpXEU2tAwdGFhaEND0Hj7oPbwQO3pgVqvR7HZQFFQbDbsxnxsOTnYcnOwZmZRfPo0xadPY8u+crWR2sMD95498ezXF6+hQ2/YDdVcZGX7d8c58Xs6AP7hHgye3rrSy2Ov5sLZM3z79FyKi4roPHwMg2beW/o1RVH445ez7PzhJHa7QkgTb0Y9cFOVTRnZrFa+evxBss+eofu42+l3x4wqed7aThKRKrbpsw84uGE1PcZPou+U6Tc8P+eHH0j793xcmjUlZmX19w4pK1OBhQ2fxXPmiOOXSPuBjiRA56JxjH6c3uUY/TiyHGwX+7lo3aDteEcCEtmjwjvdGrKK2PVTAomxjn4i3oGuDJ7emogW9Xue9FosZhN2mw2b1YrO1RWdSxUXEosGTbHbKT51isL9Byg6dAjzyZOYExJQiqpuh25teBhu7Tvg1qE9bh074tahQ4WmghJjM9n27TGKjBZQQeteYfQc17TKV8yd3LuHFW+8CMDwBx6hTb9BmAosbF98gpN7HclQ824hDJrWyvE7sYrsXbmU7d98jpu3D39/6yNca0kdT3Wrsy3ea6uS9u4+wWUbGs9bthwA33Hjak0SAuDqoWPUnA7s+fkUcZvOcHhbKil/ZDCw0zEanfvAsdNtidD2jqmX9reDm2+Fr1mQZyZuYwqHt53FZrWjUqtoNyCCnmNjKtWdsK6rz8v2hPOp1Gr0zZujb94cvymTAUdyYjlzhuIzqVjTzmM5n4Y1Ix2bMR97/sWPYjMqtQY0alRqDWpPTzR+vmj9/ND4+eMSFYlLdDS6qMZoPKumJUBMpyDCmvuwc8lJTvyWztHd50k4kEHHoVF0GNSoykYmmnfrRc8Jk/l16fds+Ogd8nNciN+lUJhXjEqtoufYGDrdElXlq932LHHUFfa/828NJgkpr4b7SlAOeellT0SKk5MpOnAA1Gq8R4+p7tDKTa1R02dCUyJ9U9iyspC8LFi+MYZo/SR6+i0loEtPRwIS3qnCox/g2BH48LZU4neew2ZxrPaIaOlHv0nNa0WXVCEaGpVajUvjxrg0buzsUK7g5unCzX9rS7v+jdjx/QkyU4zsXZXEwU0ptB/YiLb9I/Dyr3zy3uv2qaQePUnq0QPs+PZNXLwm4x8exdCZbQhpUrWj7oqisPGTd7GYTYS1aEXb/oOr9PnrE0lEbsBut2HIdAzblaVYMHe5YzTEo0+f2rdXhOEcxC6C2K+Iyk3hDh93fs2/i/jCW0k2dyM5rRuNTvnRPrIRUUH2G25U9VdF+cUkH7rAsT3nOXcyt/R4SBNvuo6IpnG7gFo1QiSEqF3Cmvpw+7yuJOzPYN/aZLLPFbB/3Wn2rz9NVJsAWvUKJaptAPpr7FtzLcUmK8mHsji8LZXM831Qac6j2M6DdQXD730N/4iqn/qPW7+KpNh9aHQ6bpn1QJ3riluTJBG5gfzsC9isVtQaLZ436IyqKAqGFSsB8Bk7tibCuzGbFRI2Omo/Tq6HkkZVrj7oO0xmQOcZdKAJv61IJDE2k9RjOaQey0HroiaytT+hMT4ERXnhFeCKu5cLGhc1ik2h2GQjP8dEXkYR6acNpCfmkZ5koKTiSKWCqLYBdBjciMjW/pKACCHKRKVW0bxbCM26BJMYl8nhbamcPZFLSvwFUuIvoFarCGvmQ0gTH4Ibe+Ed6Ianvx6dXoNarcJitlFktJCXWURmipHzp3JJPZ6D3er45aTRutB28H2kHv6E3LSz/Pji00z690v4hoZV2feQkZzIL998DkD/O/9e4RbzDYUkIjdwaVom+Ia9G4ri4rCcPYvK3R2vIU4ehss5DbFfQ+w3YDx/6XhUb0fhaZuxoHP0E/EDht3bHkNWEX9sP8vJvenk55hJOphF0sGscl02oJEnTTsF0apXWJUMpQohGiaVWkXTzsE07RxMbnohR3efJzEuk9z0Qs6eyOXsidxyPZ9PsBste4TSpm84Hj56jNnRLHn+/8g5l8r3zz7BxP97gYBGUZWOOz/7Aj+/+hw2i4WYzt3oNGxUpZ+zvpNE5AZyy1Goali1GgCvoUNQu1Vue/AKsRbD8TWOpmOntsLF/gy4B8BNdzhqP4JaXPPh3oFu9J7QjF7jm5J1Jp+UIxfITMknK9VIQV4xVvOfOluqwMPbBa8AV4IivQiO9iaipZ8kH0KIKucb4k6v8U3pNb4puemFnDuZS3qygawzRow5ZooMxZedr3PV4OmrJzDSi+DGXkS1DcAv9PJtB7z8A5k8/2WWPP80F1JT+Pb/HmXkQ48R06lbheMszMvlp5f+TX72BfwjIhn+wCMyGlwGkojcgCEzAwDvoOvXeyhWK4a1awHwGVXDGXBWgiP5OPgdFGReOh4z0JF8tBoJ2rIvD1WpVARFeREUdXkTIovZhs1qR61RodGpK733ghBClJdviDu+Ie606XtpJ1yb1Y7NasduU9Dq1GWub/Pw9WPS/JdZ8d+XOHssnp9f/Q+9b59Kj3GTyr19Qm56Gste+w8XUlPw9PNn/BPzcfWQwvyykETkBkoTkcDrJyIFe/Zgy85G4+eHR69e1R+YxQRHVzhqP07vvHTcMxQ63QmdpoF/kyq9pE6vqZI9F4QQoipptGo02oq9MXL39uH2Z15g82cfcHjLBnb/sIhT+35j6N2zCW127RHkPzv52242fPIuJqMBT/8AR81JHemEXBtIInIDhqyyjYgYVq1ynDd8WPXu75B+5OLox2Iw5TqOqdTQ7GZH7UfzW0Ejf61CCFFWGq2Om+99kEat27Fl4UekJyaw6Om5NOvWk5tuGUlUuw5X1AgqisLZY/H8vmwJSXH7AQiJac7Yx57Gy//6XWXF5eQV6wYMmSWdQK+diNiLijBu3OQ4b9Toqg+iuAD+WOpIQFL3XjruE+kY+eh0F/hEVP11hRCigVCpVLTpP5iodjex47svObJjKwl7fyVh76+4efsQ1rwl3oHBqNQqCrKzOZdwnPwLjmJ+lVpN97ET6TlhClonbXBal0kich12u438bMcP2vVGRPK3bcNeWIguIgK3Th2rLoBzsY6pl8M/QrHRcUythZbDofNMaDoInLALqxBC1Fee/gEMnzOX7mMnErtuFcd3b6fIkEfi/t+vOFfn6kbLXv3oPvY2/MLkzWBFSSJyHfnZ2dhtNtQaDR5+194TJe/iahnvkSMrXyFtyoPDSxwJSNqlrbTxj4HO0+GmqeAVUrlrCCGEuK6ARlEMvWc2g2bOIu1UAhlJCRTk5qAoCm6eXgQ1jiG8VWvZJ6oKSCJyHSX1IV4BgdfsIWLLyyN/+3YAvEeNrNiFFMUx5bJ/IcT/DJZCx3GNC7Qe46j9aNwXpDOfEELUKI1WR0TL1kS0bO3sUOotSUSuw1iGFTOGDRvAYkHfogWuLcpWYV2qMBsOfe8Y/cg8eul4UCvHstubpoC7f0VCF0IIIeoESUSuw5B1sVD1OvUhJU3MvMvaO0RRIHmno/D0yAqwmR3HtW7QboIjAYnsXqkN54QQQoi6QhKR6yjpIeJ1jRERS3o6hb87Cph8Ro64/pPlZ0Dct3DgK8g+del4aHvoMhPa3w6uPlURthBCCFFnSCJyHZd6iARd9evG9etBUXDr1AldxFUqpu12SNzimHo5vgbsVsdxF09oP9Ex+hHeSUY/hBBCNFiSiFzHjbqqGtatd3x9+LDLv5B3FuIWwYGvIS/l0vGIro7C07YTQC+tf4UQQghJRK5BUZTr1ohY0tMpOnAAAK9bbgGbFU5ucNR+nNwAit1xoqsPdJjiSEBC2tZY/EIIIURdIInINRQZDViLHYWkXgFXTs0Y1ztGQ9zat0EX/4ljBMR4/tIJjfs4pl7ajAGdE3biFUIIIeoASUSuoWRaxsPPH+1f946xFmNY+i0A3to9sMPR3h33QOh4hyMBCWxek+EKIYQQdZIkItdQWqga+KfRkKwEOLAQy67vKDrm2E/AK7IIYgY5pl5ajgSt7DMghBBClJUkItdQunTX3x8Ofu+o/Ti9CwDjSQ/ABbeYQHRPrgW/aOcFKoQQQtRhkohcgyHlGADeSSvgZ8fnqNTQ/BYMB41AEt6T75EkRAghhKgESUT+zJwP8Uth/5cY9hcAgXir8sAnCjpPg453YjFpKXp+EABet97q3HiFEEKIOk4SEYBzsY4N5w7/BMVGAAzWzgB43zIXRtwNFze9My7/2tHErGNHdKGhzopYCCGEqBcabiJiyoNDPzharqcdunTcPwY6z8D42R6gAO8Ot5QmIQCGi8t2vYbJaIgQQghRWQ0zETn8Iyx/AKxFjj9r9I5+H51nQHRfik1FmBY4luT+uauqJT2jtImZt0zLCCGEEJXWMBOR0PaOJCSotWPZbYfJ4O5f+uWSjqp6Dw/07u6lx40bNlyalgkLq/GwhRBCiPqmYSYiQS3h/p0Q0u6qG87lX8gCruyoapRpGSGEEKJKNcxEBByjItdgzL4AgJd/QOkxa3Y2hSV7ywy9uXpjE0IIIRoItbMDqI2MF0dEPAMCS4/lb90Kdjv6Nq1xaRThrNCEEEKIekUSkavIz744NeN/KRExbnQUr3oNHeqUmIQQQoj6SBKRqyiZmvEMcEzN2AsKKNi9GwCvIZKICCGEEFVFEpGr+Guxav6OnSjFxeiiotC3kF11hRBCiKoiichVGP8yNWPcvNnx56FDUV1llY0QQgghKkYSkb8oNhVhLigAwCsgAKW4mPxt2xx/HjrEiZEJIYQQ9Y8kIn9RsmLGxc0dFzd3CvbuxW40ogkMxK1jR+cGJ4QQQtQz1ZaIJCcnc/fdd9OkSRPc3Nxo2rQp8+fPp7i4uLouWSXyL1zsIXJx6a5x08XVMoMHo1JL3iaEEEJUpWpraHbs2DHsdjsfffQRzZo1448//mDWrFkUFBTwxhtvVNdlK62kPsTTPwDFbid/U0l9iEzLCCGEEFWt2hKRYcOGMWzYsNI/x8TEcPz4cT744INanYhcWjETiOnwYayZmag9PHDv2dPJkQkhhBD1T422eM/Ly8Pf3/+aXzebzZjN5tI/GwyGmgjrMqUrZgICS6dlPAcMQO3iUuOxCCGEEPVdjRU9JCQksGDBAu67775rnvPyyy/j4+NT+hEZGVlT4ZXKL2lm5h+IUaZlhBBCiGpV7kRk3rx5qFSq634cO3bsssecPXuWYcOGcfvttzNr1qxrPveTTz5JXl5e6ceZM2fK/x1VUsmqGddiC8VJSah0Ojz696/xOIQQQoiGoNxTM4888ggzZ8687jkxMTGln587d45BgwbRu3dvPv744+s+Tq/Xo9fryxtSlSpp764+fgIb4N6zJxpPT6fGJIQQQtRX5U5EgoKCCAoKKtO5Z8+eZdCgQXTp0oUvvvgCdS1f/moxmzAZHXUp9r37APAcNNB5AQkhhBD1XLUVq549e5aBAwfSuHFj3njjDTIzM0u/FhoaWl2XrZSS+hCdXo9130FUgNeAAc4NSgghhKjHqi0R2bhxIwkJCSQkJNCoUaPLvqYoSnVdtlKMF5uZuevdUNnt6Fu2RBcR4eSohBBCiPqr2uZKZs6ciaIoV/2orfIvLt11NTu6v3oOHOjEaIQQQoj6r3YXbdSwkhUzuqyLbd4HDXReMEIIIUQDIInIn5SsmHEtLELj749r+/ZOjkgIIYSo3yQR+ZPSqZliG579+6PSaJwckRBCCFG/SSLyJ6XNzCxWPAcNcnI0QgghRP0nicif5GdmAOCqgEef3k6ORgghhKj/JBG5yGa1UphvBMCvfQfppiqEEELUAElELirMywVApSgEDJRpGSGEEKImSCJykSHVscGe3mLDa7AkIkIIIURNkETkogu7dwHgptHiEhnp5GiEEEKIhkESkYuyD8YB4BkQ6NxAhBBCiAZEEhFAsdkwJCUC4B0d7dxghBBCiAZEEhHAFB9Pkc0KgE+zFk6ORgghhGg4JBEB8rfvwKxzdFH1DJSpGSGEEKKmSCIC5O/YjkmnBcDTL8DJ0QghhBANR4NPRKw5OZgOHcasdSQiHr5+To5ICCGEaDgafCJSsGs3dkWhuGRqxl9GRIQQQoiaIonIjkv1IWqNFjdPLydHJIQQQjQcDToRUex28nfuxHyxPsTDzw+VukHfEiGEEKJGNehXXdORo9guXKDYwx0AT19/J0ckhBBCNCwNOhEp2LkDAHvzZgB4+EkiIoQQQtSkBp2I5G93JCK2RuEAePpLIiKEEELUpAabiNjy8iiKiwPA4uMNgIdMzQghhBA1qsEmIgV79oDdjkvTphQWmwHwlKkZIYQQokY12ESkZFrGs18/CrIvOD6XREQIIYSoUQ0yEVEUhYIdjkTEo19f8nOyHZ9LIiKEEELUqAaZiJiPH8eamYnKzQ19x5soMhoASUSEEEKImtYgE5HipCRUrq54dO9OUVEhcLGrqpe3kyMTQgghGhatswNwBu/hw/EcPBhbTg6Z2Y5pGU9/f1QqlZMjE0IIIRqWBjkiAqDW69GFhlJQUh8iu+4KIYQQNa7BJiIl8nMvjoj4ya67QgghRE1r8IlIgayYEUIIIZymwSci+TI1I4QQQjhNg09ECvNyAUlEhBBCCGdo8IlIQW4OIImIEEII4QwNPhEpGRFx9/F1ahxCCCFEQ9SgExHFbpepGSGEEMKJGnQiYirIx26zAeDu4+PkaIQQQoiGp0EnIiX1Ia6eXmi0OidHI4QQQjQ8DToRkfoQIYQQwrkadCIiK2aEEEII56rWRGTMmDFERUXh6upKWFgY06ZN49y5c9V5yXKREREhhBDCuao1ERk0aBA//PADx48f56effuLUqVNMnDixOi9ZLjIiIoQQQjiXtjqf/OGHHy79vHHjxsybN49x48ZhsVjQ6ZxfHFqSiMiIiBBCCOEc1ZqI/Fl2djaLFi2id+/e10xCzGYzZrO59M8Gg6FaY5IeIkIIIYRzVXux6hNPPIGHhwcBAQGkpKSwfPnya5778ssv4+PjU/oRGRlZrbHJ1IwQQgjhXOVORObNm4dKpbrux7Fjx0rPf+yxx4iNjWXDhg1oNBqmT5+OoihXfe4nn3ySvLy80o8zZ85U/DsrAylWFUIIIZyr3FMzjzzyCDNnzrzuOTExMaWfBwYGEhgYSIsWLWjdujWRkZH8+uuv9OrV64rH6fV69Hp9eUOqELvdRmFeHiAjIkIIIYSzlDsRCQoKIigoqEIXs9vtAJfVgTiLyWhEUeygUuHuLe3dhRBCCGeotmLV3377jb1799K3b1/8/Pw4deoUzzzzDE2bNr3qaEhNK6kPcfPyRq3RODkaIYQQomGqtmJVd3d3li5dypAhQ2jZsiV33303HTp04Jdffqmx6ZfrKShZMSP1IUIIIYTTVNuISPv27dmyZUt1PX2lFZb0EJH6ECGEEMJpGuxeMzIiIoQQQjhfw01EZERECCGEcLoGm4gUyoiIEEII4XQNNhGRrqpCCCGE8zXYRES6qgohhBDO12ATERkREUIIIZyvQSYidpuNIqNjZ19JRIQQQgjnaZCJSKEhDxQFlUqNq5eXs8MRQgghGqwGmYiULt318UGtlvbuQgghhLM0yEREClWFEEKI2qHaWrzXZj7BIfSaOBVXT09nhyKEEEI0aA0yEfEPb0Tv26c6OwwhhBCiwWuQUzNCCCGEqB0kERFCCCGE00giIoQQQginkURECCGEEE4jiYgQQgghnEYSESGEEEI4jSQiQgghhHAaSUSEEEII4TSSiAghhBDCaSQREUIIIYTTSCIihBBCCKeRREQIIYQQTiOJiBBCCCGcplbvvqsoCgAGg8HJkQghhBCirEpet0tex6+nViciRqMRgMjISCdHIoQQQojyMhqN+Pj4XPcclVKWdMVJ7HY7586dw8vLC5VKVaXPbTAYiIyM5MyZM3h7e1fpc4tL5D7XDLnPNUfudc2Q+1wzqus+K4qC0WgkPDwctfr6VSC1ekRErVbTqFGjar2Gt7e3/JDXALnPNUPuc82Re10z5D7XjOq4zzcaCSkhxapCCCGEcBpJRIQQQgjhNA02EdHr9cyfPx+9Xu/sUOo1uc81Q+5zzZF7XTPkPteM2nCfa3WxqhBCCCHqtwY7IiKEEEII55NERAghhBBOI4mIEEIIIZxGEhEhhBBCOE29TkTee+89oqOjcXV1pUePHvz+++/XPX/JkiW0atUKV1dX2rdvz5o1a2oo0rqtPPf5k08+oV+/fvj5+eHn58fQoUNv+PciHMr781xi8eLFqFQqxo0bV70B1hPlvc+5ubnMmTOHsLAw9Ho9LVq0kN8dZVTee/3222/TsmVL3NzciIyM5OGHH8ZkMtVQtHXT9u3bGT16NOHh4ahUKpYtW3bDx2zbto3OnTuj1+tp1qwZCxcurN4glXpq8eLFiouLi/L5558r8fHxyqxZsxRfX18lPT39qufv2rVL0Wg0ymuvvaYcOXJE+b//+z9Fp9Mphw8fruHI65by3uepU6cq7733nhIbG6scPXpUmTlzpuLj46OkpqbWcOR1S3nvc4mkpCQlIiJC6devnzJ27NiaCbYOK+99NpvNSteuXZURI0YoO3fuVJKSkpRt27YpcXFxNRx53VPee71o0SJFr9crixYtUpKSkpT169crYWFhysMPP1zDkdcta9asUZ5++mll6dKlCqD8/PPP1z0/MTFRcXd3V+bOnascOXJEWbBggaLRaJR169ZVW4z1NhHp3r27MmfOnNI/22w2JTw8XHn55Zevev6kSZOUkSNHXnasR48eyn333VetcdZ15b3Pf2W1WhUvLy/lyy+/rK4Q64WK3Ger1ar07t1b+fTTT5UZM2ZIIlIG5b3PH3zwgRITE6MUFxfXVIj1Rnnv9Zw5c5TBgwdfdmzu3LlKnz59qjXO+qQsicjjjz+utG3b9rJjkydPVm699dZqi6teTs0UFxezf/9+hg4dWnpMrVYzdOhQ9uzZc9XH7Nmz57LzAW699dZrni8qdp//qrCwEIvFgr+/f3WFWedV9D7/5z//ITg4mLvvvrsmwqzzKnKfV6xYQa9evZgzZw4hISG0a9eOl156CZvNVlNh10kVude9e/dm//79pdM3iYmJrFmzhhEjRtRIzA2FM14La/WmdxWVlZWFzWYjJCTksuMhISEcO3bsqo9JS0u76vlpaWnVFmddV5H7/FdPPPEE4eHhV/zgi0sqcp937tzJZ599RlxcXA1EWD9U5D4nJiayZcsW7rzzTtasWUNCQgKzZ8/GYrEwf/78mgi7TqrIvZ46dSpZWVn07dsXRVGwWq3cf//9PPXUUzURcoNxrddCg8FAUVERbm5uVX7NejkiIuqGV155hcWLF/Pzzz/j6urq7HDqDaPRyLRp0/jkk08IDAx0djj1mt1uJzg4mI8//pguXbowefJknn76aT788ENnh1bvbNu2jZdeeon333+fAwcOsHTpUlavXs3zzz/v7NBEJdXLEZHAwEA0Gg3p6emXHU9PTyc0NPSqjwkNDS3X+aJi97nEG2+8wSuvvMKmTZvo0KFDdYZZ55X3Pp86dYrk5GRGjx5desxutwOg1Wo5fvw4TZs2rd6g66CK/DyHhYWh0+nQaDSlx1q3bk1aWhrFxcW4uLhUa8x1VUXu9TPPPMO0adO45557AGjfvj0FBQXce++9PP3006jV8r66KlzrtdDb27taRkOgno6IuLi40KVLFzZv3lx6zG63s3nzZnr16nXVx/Tq1euy8wE2btx4zfNFxe4zwGuvvcbzzz/PunXr6Nq1a02EWqeV9z63atWKw4cPExcXV/oxZswYBg0aRFxcHJGRkTUZfp1RkZ/nPn36kJCQUJroAZw4cYKwsDBJQq6jIve6sLDwimSjJAFUZMu0KuOU18JqK4N1ssWLFyt6vV5ZuHChcuTIEeXee+9VfH19lbS0NEVRFGXatGnKvHnzSs/ftWuXotVqlTfeeEM5evSoMn/+fFm+Wwblvc+vvPKK4uLiovz444/K+fPnSz+MRqOzvoU6obz3+a9k1UzZlPc+p6SkKF5eXsoDDzygHD9+XFm1apUSHBysvPDCC876FuqM8t7r+fPnK15eXsp3332nJCYmKhs2bFCaNm2qTJo0yVnfQp1gNBqV2NhYJTY2VgGUN998U4mNjVVOnz6tKIqizJs3T5k2bVrp+SXLdx977DHl6NGjynvvvSfLdytjwYIFSlRUlOLi4qJ0795d+fXXX0u/NmDAAGXGjBmXnf/DDz8oLVq0UFxcXJS2bdsqq1evruGI66by3OfGjRsrwBUf8+fPr/nA65jy/jz/mSQiZVfe+7x7926lR48eil6vV2JiYpQXX3xRsVqtNRx13VSee22xWJRnn31Wadq0qeLq6qpERkYqs2fPVnJycmo+8Dpk69atV/2dW3JvZ8yYoQwYMOCKx3Ts2FFxcXFRYmJilC+++KJaY1QpioxpCSGEEMI56mWNiBBCCCHqBklEhBBCCOE0kogIIYQQwmkkERFCCCGE00giIoQQQginkURECCGEEE4jiYgQQgghnEYSESGEEEI4jSQiQgghhHAaSUSEEEII4TSSiAghhBDCaSQREUIIIYTT/D+Hi3YLGIGlvwAAAABJRU5ErkJggg==", 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" ] @@ -172,13 +172,13 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 33, "id": "a10e24ab-9691-4c9a-8704-29c03f23d99f", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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JhTLniLh2CABAABBEAiCicWmG8e4AgGLwKeJDuX0aWpZmkkkRSfefmFNcqYgAAOwgiPhQbhgww0Jb0r2UYO7AiVIRAQAUgU8RHzOrFDoqIlYQKe+siHQ+TkEEAGAHQcSHcsNAxKqIJF07htUjkjPenZveAQDsIIj4WO69ZtoTOpZmOm6ox/ZdAIATBBEfyq1KpCsi+nfNUA8BANhBEPExnXNE4omOZR6zWZWCCADACYKID+VWJco1VkSi5eGeDw4AQA8IIj6WWxFx86Z38ZxmVYMmEQCAAwQRP8qpSkStpRn3ds3E2zuXZrps36UkAgAoHEHEx8y770a1TFbtXJoJ8yMEAHCOTxEf6m7Eu6tLM+05A806SyKMEQEA2EEQ8TEzHJizPtwMImZFJHegGQAAdvAp4kNmVcLs2zCrFnE3e0S67JrpvOmda0cAAAQBQSQAtPSIdDvi3bVDAAACgCDiQ1YYMLKbVd3dvpsz0IzduwAABwgiAWD1iLTru/uuie27AAA7CCI+ZBVEOn+1lmZcnKzaZaCZa+8MAAgSgkgAmNt3kyklCZfCSHr7bvaId3pEAAB2EER8yLz7bu72XRH3+kRyt+/SIwIAcIIgEgBmRUTEvSDSdcQ723cBAPYRRHwot0ckHDKkPNzxnVtbeBloBgBwA58iAWEGBreGmuX2iFhLMzSJAABsIIj4kDVZNaNxwwwMunpEAABwgk+RgLCGmrk0S8QaaJZ70ztX3h0AEBQEEV/q3DWT8Uh6log7SzNmr0m0jB8hAIBzfIoERMT1ikh2ELF2zVASAQDYQBDxoXSPSPoxa8y7a9t3zSCSO9CMJAIAKJzWINLY2Chnn322VFVVydChQ+Wyyy6TXbt26TwkuuH2je+sZlVzaYaBZgAAB7QGkb/+9a9SX18v77zzjrz22mvS3t4u3/ve96SlpUXnYQMvPUcknQ6spRkXtu8mkilJpjqOktsjQj0EAGBHmc43f/nll7O+f/zxx2Xo0KGyZcsW+fa3v63z0MjhZkUk8+Z5kTJuegcAcE5rEMnV1NQkIiKDBg3K+/vxeFzi8bj1fSwW8+S8/EbljlYVd3tEMhte0/eaoVkVAGCfZ82qqVRKbrzxRpk5c6ZMmjQp73MaGxulpqbG+qqrq/Pq9HxF5VkgMed9uDHi3ayIhEOGlDHQDABQBM8+Rerr6+WDDz6Q9evXd/uchoYGaWpqsr727t3r1en5UuZyiZsj3tM7ZtI/PtaE96LfHQAQJJ4szSxatEief/55eeONN2TkyJHdPi8ajUo0GvXilHwt3/KIWRFxY46IORSNYWYAgGJpDSJKKfnZz34mGzZskE2bNsnYsWN1Hg45dM0RaW3P2bqbcSzmiAAA7NAaROrr6+WJJ56QP/3pT1JVVSUHDhwQEZGamhqprKzUeehAyxcFzNDgRo9Ieqpq+DjPBACgZ1pr66tXr5ampiY577zzZMSIEdbXU089pfOw6JQ5RyTq4hwRM8xE8vSIAABgh/alGXgv33V3dftuovseEf7KAQB20G3oY9k9Ii5u381XETGoiQAA7COIBISbI95z77ybKd8MEwAAukMQ8bF8FRFXRrxbFZF0syr1EACAEwQRHzL7NLKaVcs7e0RcmCPSY0WEgggAwAaCSEBYPSJJNyoieZpVKYkAABwgiPiQ2aeRuTSjo0cke/tu503vin53AECQEEQCwuoRcXVphoFmAIDiEER8KO+9ZlycI9KWp0ckPeK96LcHAAQIQSQg3Jwj0tre2SNSzo8PAKA4fJL4kLVrxtAz4r218z0q8mzfZY4IAMAOgkhA6Lj7LhURAECx+CTxIbMmkbmj1gwNbt59N6siQo8IAMABgkhARMIdf9WJlJJEkbNEzB6RinJ2zQAAikMQ8SHz7rtZI94zllGKHWqWDiJd54gAAGAHQSQgMmd+tBY5S8ScRZJvjohibQYAYANBxIfy9YiEQ4aUhzseKXbnjPn6rIoIBREAgAMEkQAxKxjFVkTM12f2iNCsCgBwgiDiR3nmiIikKxhmj4dTrfluegcAgAN8kgRIuiJSZBDJu2uGm94BAOwjiPiQdffdnMfTFZEim1XNOSIMNAMAFIlPkgAxKxitRTarWveaYaAZAKBIBBEfSt9rJvtxM4jEi1iaUUox4h0A4Bo+SQLEjaWZzGFoWbtmOn/lpncAADsIIj6UjgI5u2ZcaFbNDDEVeQeaOX5rAEAAEUR8qLswYPWIFBFEzGWdkCHWgDQRBpoBAJwhiPhYbjgwezriRdyBtzVjvHvunBIRtu8CAOwhiPhQd30a6YqI8yCSb7y7CDe9AwA4QxDxsS5zRMqK376bb7y7SEb1hSYRAIANBBEf6r5HpPgR74x3BwC4iU8TH+tujkgxSzP5x7tnbt8FAKBwBBEfMsNAbt+GWREpZqBZ3Bpm1nXrLgAAdhFEAsSNEe/maytylmbMHTS0iAAA7CCI+FFnGuiyfbes+MmqrVREAAAuIogEiBsDzawekW6aVRnxDgCwgyDiQ1aPSJeKiAuTVRP5t+8CAOAEQSRA3LjpXXrXTG6PSMev9IgAAOwgiPiQGQa67popvlnV3HETzXPDOxG27wIA7CGIBIgZROJFjXg3l2YY8Q4AKB5BxIdUuiSSxZXJqt0NNGNpBgDggPYg8uCDD8qYMWOkoqJCpk2bJu+++67uQ6IbFS40q3Z3rxkAAJzQGkSeeuopWbx4sSxdulS2bt0q3/jGN2T27Nly6NAhnYcNvPRk1WzpHpEimlW7uddMesQ7JREAQOG0BpEHHnhAFi5cKAsWLJDTTjtNHnroIenXr588+uijOg+LbphLM8mUkvakszDCiHcAgJvKdL1xW1ubbNmyRRoaGqzHQqGQzJo1SzZv3pz3NfF4XOLxuPV9LBbTcm5bPvtSXtrxby3v3Rt8sL9JRNJj102ZyynxRErKw/ZzaPcj3jt+3fzP/8jdz39o+30BAKVx1uiBcuHkESU7vrYgcvjwYUkmkzJs2LCsx4cNGyY7d+7M+5rGxka56667dJ2SZdeBZvndm59oP06pDYhmVy0yl1Na25MyIGr/r9/sL8mtiAyIlouIyP/+q0n+919Ntt8XAFAaV7Un/RlEnGhoaJDFixdb38diMamrq3P9OKeOqJJrzx3n+vv2JtGysFx5dva1MwxDomUhiSdSjhtWrWbVnIrI3OmjJWSIHGlLODthAEBJnFl3QkmPry2InHjiiRIOh+XgwYNZjx88eFCGDx+e9zXRaFSi0aiuU7KcOWqgnDlqoPbj9EYV5eHOIOKwR6SbEe+D+kfkZ989uejzAwAEi7Zm1UgkIlOmTJGNGzdaj6VSKdm4caNMnz5d12FxHMXOEol3M0cEAAAntC7NLF68WObNmydTp06Vc845R1auXCktLS2yYMECnYdFD6zpqg7HvFs9It3cfRcAADu0BpErr7xSvvjiC7nzzjvlwIEDcsYZZ8jLL7/cpYEV3jEDhNOlmaOdQaRfhIoIAKB42ptVFy1aJIsWLdJ9GBTIGmrmcGnmWFvH6yoJIgAAF1BfD5j0mHf7FZFUSlnNqpX0iAAAXEAQCZhoEc2qxzJeQ0UEAOAGgkjApO83U1wQMSsrAAAUgyASMOaSitnrYYf5morykIRCubfUAwDAPoJIwJi7XZwszZivoT8EAOAWgkjAmEszRx1URMzX9Iv0qjsDAAD6MIJIwJgVkWNFNKua01kBACgWnygBYwURJz0i7cwQAQC4iyASMMUszZjhpV85SzMAAHcQRALG7O9wtDRj7pqhIgIAcAlBJGBcWZqhRwQA4BI+UQImvTSTsP3aY+yaAQC4jCASMOldM/bvNZPeNcPSDADAHQSRgEkvzTioiDDQDADgMoJIwLixa6Yywo8NAMAdfKIETFEDzegRAQC4jCASMNb23SJ2zdAjAgBwC0EkYMz+jkRKSVvCXsOquZxDjwgAwC0EkYDJHM9utypi3n23HwPNAAAuIYgETKQsJGUhQ0Ts94mwNAMAcBtBJIAqHQ41s5ZmqIgAAFxCEAkgM0jY3cLL0gwAwG0EkQAyg0Sr3aUZmlUBAC4jiASQ06Fm9IgAANxGEAmgfg6XZtIDzQgiAAB3EEQCyBxqZmdpJpFMSVuyY+4ISzMAALcQRALIydJMa8bwM3bNAADcQhAJoPTSTOHbd83nGoZItIwfGwCAO/hECSAnu2Za29LLMoZhaDkvAEDwEEQCyMnSjLljhv4QAICbCCIB5GTXjLk0w9ZdAICbCCIB5GRpxgwt/aMEEQCAewgiAeRkaeZIvKMi0j9apuWcAADBRBAJIHOOiJ0g0tIZRAYQRAAALiKIBJCTpZkWc2kmQhABALiHIBJA5tJMi405ImZFpB89IgAAFxFEAshcXjkaZ2kGAFBaBJEAMne+mA2ohWiJm7tmCCIAAPcQRALIrGo4WZrpz31mAAAu0hJEPv30U7n66qtl7NixUllZKePHj5elS5dKW1ubjsPBJrOq0RJPiFKqoNccaWP7LgDAfVo+VXbu3CmpVEoefvhhOemkk+SDDz6QhQsXSktLi6xYsULHIWHDgIqOv/b2pJJ4IlXQtNQW5ogAADTQ8qlywQUXyAUXXGB9P27cONm1a5esXr2aINILZG7BbYknCgoiZmMr23cBAG7yrEekqalJBg0a5NXh0INwyLBuXtdS4M6Z9GRVekQAAO7x5J+3u3fvllWrVh23GhKPxyUej1vfx2Ix3acWWP2jZXKsPVnwzhmzsZXtuwAAN9mqiCxZskQMw+jxa+fOnVmv2bdvn1xwwQVy+eWXy8KFC3t8/8bGRqmpqbG+6urq7P+JUJABUXtDzczKST+WZgAALrL1qXLzzTfL/Pnze3zOuHHjrP/ev3+/nH/++TJjxgx55JFHjvv+DQ0NsnjxYuv7WCxGGNHEbFgtuCLCQDMAgAa2PlWGDBkiQ4YMKei5+/btk/PPP1+mTJkijz32mIRCxy++RKNRiUajdk4JDplNp0dajx9Ekiklx9rNgWb0iAAA3KPln7f79u2T8847T0aPHi0rVqyQL774wvq94cOH6zgkbBqQMUvkeI5mLN+wfRcA4CYtnyqvvfaa7N69W3bv3i0jR47M+r1CB2hBLzNQFLI0Y/aHhEOGRMsYxgsAcI+WT5X58+eLUirvF3qH9HTV42/fPZIx3t0wDK3nBQAIFv55G1B2ds0cZbw7AEATgkhADYiWi0hhSzNHGO8OANCEIBJQ5u6XQppVzeUbgggAwG0EkYAyd80Usn23JaNHBAAANxFEAsrWrhl6RAAAmhBEAsqaI1JAsypTVQEAuhBEAsre9l3zPjMszQAA3EUQCagBNpZmjlIRAQBoQhAJKDsj3o8QRAAAmhBEAsrcvnu0LSnJVM8Tb2Ot7SIiUl1Zrv28AADBQhAJqMwdMMdrWI0d6/j96koqIgAAdxFEAipaFpKyUMd9Y463PNPcWRGpilIRAQC4iyASUIZhSFVFR4Wj+ThDzWKtZkWEIAIAcBdBJMBqOoNF7Fh7j88zf98MLgAAuIUgEmBmhcNsRs1HKWVVTKiIAADcRhAJsOqKjmDR1ENFJJ5ISVsy1fl8KiIAAHcRRAIsvTTTfY+IWS0xDJH+EYIIAMBdBJEAM7fj9lQRMUNKVbRMQp27bAAAcAtBJMDMpZmemlXNikhVBf0hAAD3EUQCrJBmVRpVAQA6EUQCzAwXPS/NsHUXAKAPQSTA7DSrVrM0AwDQgCASYOZ23J4qItbSDBURAIAGBJEAK6RH5MujbSIiUtOPiggAwH0EkQArZMT7Vy0dvzeoX8STcwIABAtBJMDMvo/meEJSKZX3OWZF5IT+BBEAgPsIIgFmVkSU6n555qujHY8PZGkGAKABQSTAImUhqYp2NKH+p6Ut73PMishAlmYAABoQRAJu0ICOgPElQQQAUAIEkYAzA8Z/8wQRpVR6aaY/SzMAAPcRRAJuUP/ug0hzPCGJziZWKiIAAB0IIgFnBZGjXYOIuXW3ojwkFeVhT88LABAMBJGAs4LIka5BxOwPYYYIAEAXgkjA9VQRsWaIEEQAAJoQRALOrHbk2zVDoyoAQDeCSMAN7KFZ9YvmuIiIDO4f9fScAADBQRAJuJ6WZg41t4qIyNAqgggAQA+CSMAN7gwih5vbRKns+80c6qyIDK0miAAA9CCIBNyw6goRETnWnpTmeCLr9w7FOoNIVYXn5wUACAbtQSQej8sZZ5whhmHI9u3bdR8ONlVGwlJd0XG/mYNNrVm/x9IMAEA37UHk1ltvldraWt2HQRHMqsjBzgqIiaUZAIBuWoPISy+9JK+++qqsWLFC52FQpOE1HUHkQCxdEWltT0pza8dSzRCWZgAAmpTpeuODBw/KwoUL5dlnn5V+/frpOgxckK6IpIOI2R8SLQtZSzcAALhNyyeMUkrmz58v1113nUydOlU+/fTTgl4Xj8clHk8vD8RiMR2nhxzDO4PIgYwekS+OdPz3kKqoGIZRkvMCAPifraWZJUuWiGEYPX7t3LlTVq1aJc3NzdLQ0GDrZBobG6Wmpsb6qqurs/V6ODMsz9LMvq86/ntEDcsyAAB9bFVEbr75Zpk/f36Pzxk3bpy8/vrrsnnzZolGs5scp06dKnPmzJG1a9fmfW1DQ4MsXrzY+j4WixFGPDA8z9LMZ4dbRERk9OD+JTknAEAw2AoiQ4YMkSFDhhz3eb/+9a/l7rvvtr7fv3+/zJ49W5566imZNm1at6+LRqNdwgv0+9oJlSIi8tl/jopSSgzDkM/+e1REREYPor8HAKCPlh6RUaNGZX0/YMAAEREZP368jBw5UschUYSxJ/YXwxBpOtYu/21pk8EDovL5fzqCyKjBBBEAgD5MVoVURsJSW9NRFdnTuSTz6X86fh3D0gwAQCNP9mWOGTOmy31M0LuMHzpA9n11TPZ8cUQm1dZYw8xGUxEBAGhERQQiIjLuxI7Kxz+/aLGqIdUVZXJCv0gpTwsA4HMEEYhIR0VERGT3oSPywb4mERE5dUR1KU8JABAAjMyEiIhMrO0IHdv3fmXtopn8tZpSnhIAIACoiEBERCbV1khFeUj+29Im//edz0REZOqYgSU+KwCA3xFEICIikbKQfPvk9IyYSDgk3zz5+DNjAAAoBkEElgUzx4p5W5mrpo2SAVFW7gAAevFJA8v08YPlsflny4GmVvk/Uxg8BwDQjyCCLOd9fWipTwEAECAszQAAgJIhiAAAgJIhiAAAgJIhiAAAgJIhiAAAgJIhiAAAgJIhiAAAgJIhiAAAgJIhiAAAgJIhiAAAgJIhiAAAgJIhiAAAgJIhiAAAgJLp1XffVUqJiEgsFivxmQAAgEKZn9vm53hPenUQaW5uFhGRurq6Ep8JAACwq7m5WWpqanp8jqEKiSslkkqlZP/+/VJVVSWGYbj63rFYTOrq6mTv3r1SXV3t6nsjjevsDa6zN7jO3uFae0PXdVZKSXNzs9TW1koo1HMXSK+uiIRCIRk5cqTWY1RXV/ND7gGusze4zt7gOnuHa+0NHdf5eJUQE82qAACgZAgiAACgZAIbRKLRqCxdulSi0WipT8XXuM7e4Dp7g+vsHa61N3rDde7VzaoAAMDfAlsRAQAApUcQAQAAJUMQAQAAJUMQAQAAJePrIPLggw/KmDFjpKKiQqZNmybvvvtuj8//wx/+IBMmTJCKigqZPHmyvPjiix6dad9m5zqvWbNGvvWtb8nAgQNl4MCBMmvWrOP+vaCD3Z9n0/r168UwDLnsssv0nqBP2L3OX331ldTX18uIESMkGo3KKaecwv87CmT3Wq9cuVK+/vWvS2VlpdTV1clNN90kra2tHp1t3/TGG2/IJZdcIrW1tWIYhjz77LPHfc2mTZvkrLPOkmg0KieddJI8/vjjek9S+dT69etVJBJRjz76qPr73/+uFi5cqE444QR18ODBvM9/6623VDgcVvfff7/68MMP1S9/+UtVXl6uduzY4fGZ9y12r/NVV12lHnzwQbVt2zb10Ucfqfnz56uamhr1r3/9y+Mz71vsXmfTJ598or72ta+pb33rW+rSSy/15mT7MLvXOR6Pq6lTp6oLL7xQvfnmm+qTTz5RmzZtUtu3b/f4zPseu9d63bp1KhqNqnXr1qlPPvlEvfLKK2rEiBHqpptu8vjM+5YXX3xR3X777eqZZ55RIqI2bNjQ4/P37Nmj+vXrpxYvXqw+/PBDtWrVKhUOh9XLL7+s7Rx9G0TOOeccVV9fb32fTCZVbW2tamxszPv8K664Ql100UVZj02bNk1de+21Ws+zr7N7nXMlEglVVVWl1q5dq+sUfcHJdU4kEmrGjBnqd7/7nZo3bx5BpAB2r/Pq1avVuHHjVFtbm1en6Bt2r3V9fb36zne+k/XY4sWL1cyZM7Wep58UEkRuvfVWNXHixKzHrrzySjV79mxt5+XLpZm2tjbZsmWLzJo1y3osFArJrFmzZPPmzXlfs3nz5qzni4jMnj272+fD2XXOdfToUWlvb5dBgwbpOs0+z+l1/p//+R8ZOnSoXH311V6cZp/n5Do/99xzMn36dKmvr5dhw4bJpEmT5N5775VkMunVafdJTq71jBkzZMuWLdbyzZ49e+TFF1+UCy+80JNzDopSfBb26pveOXX48GFJJpMybNiwrMeHDRsmO3fuzPuaAwcO5H3+gQMHtJ1nX+fkOue67bbbpLa2tssPPtKcXOc333xTfv/738v27ds9OEN/cHKd9+zZI6+//rrMmTNHXnzxRdm9e7dcf/310t7eLkuXLvXitPskJ9f6qquuksOHD8s3v/lNUUpJIpGQ6667Tn7xi194ccqB0d1nYSwWk2PHjkllZaXrx/RlRQR9w/Lly2X9+vWyYcMGqaioKPXp+EZzc7PMnTtX1qxZIyeeeGKpT8fXUqmUDB06VB555BGZMmWKXHnllXL77bfLQw89VOpT851NmzbJvffeK7/97W9l69at8swzz8gLL7wgy5YtK/WpoUi+rIiceOKJEg6H5eDBg1mPHzx4UIYPH573NcOHD7f1fDi7zqYVK1bI8uXL5c9//rOcfvrpOk+zz7N7nf/5z3/Kp59+Kpdccon1WCqVEhGRsrIy2bVrl4wfP17vSfdBTn6eR4wYIeXl5RIOh63HTj31VDlw4IC0tbVJJBLRes59lZNrfccdd8jcuXPlJz/5iYiITJ48WVpaWuSaa66R22+/XUIh/l3thu4+C6urq7VUQ0R8WhGJRCIyZcoU2bhxo/VYKpWSjRs3yvTp0/O+Zvr06VnPFxF57bXXun0+nF1nEZH7779fli1bJi+//LJMnTrVi1Pt0+xe5wkTJsiOHTtk+/bt1tcPfvADOf/882X79u1SV1fn5en3GU5+nmfOnCm7d++2gp6IyMcffywjRowghPTAybU+evRol7BhBkDFLdNcU5LPQm1tsCW2fv16FY1G1eOPP64+/PBDdc0116gTTjhBHThwQCml1Ny5c9WSJUus57/11luqrKxMrVixQn300Udq6dKlbN8tgN3rvHz5chWJRNQf//hH9e9//9v6am5uLtUfoU+we51zsWumMHav8+eff66qqqrUokWL1K5du9Tzzz+vhg4dqu6+++5S/RH6DLvXeunSpaqqqko9+eSTas+ePerVV19V48ePV1dccUWp/gh9QnNzs9q2bZvatm2bEhH1wAMPqG3btqnPPvtMKaXUkiVL1Ny5c63nm9t3b7nlFvXRRx+pBx98kO27xVi1apUaNWqUikQi6pxzzlHvvPOO9XvnnnuumjdvXtbzn376aXXKKaeoSCSiJk6cqF544QWPz7hvsnOdR48erUSky9fSpUu9P/E+xu7PcyaCSOHsXue3335bTZs2TUWjUTVu3Dh1zz33qEQi4fFZ9012rnV7e7v61a9+pcaPH68qKipUXV2duv7669WXX37p/Yn3IX/5y1/y/j/XvLbz5s1T5557bpfXnHHGGSoSiahx48apxx57TOs5GkpR0wIAAKXhyx4RAADQNxBEAABAyRBEAABAyRBEAABAyRBEAABAyRBEAABAyRBEAABAyRBEAABAyRBEAABAyRBEAABAyRBEAABAyRBEAABAyfx/EvQFDRCznzAAAAAASUVORK5CYII=", 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" ] @@ -219,13 +219,13 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 34, "id": "62d5f493-4807-4cba-9b17-785a4b5ce1ec", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -246,13 +246,13 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 35, "id": "4f6be0df-c413-4ad0-9a44-74cadf739764", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -273,13 +273,13 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 36, "id": "032a6587-7082-40c5-9ff6-e91b5289f583", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -324,12 +324,12 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 37, "id": "e770d05b-eae3-4fad-9e15-a88806ecd9a0", "metadata": {}, "outputs": [], "source": [ - "from vampyr import vampyr3d as vp\n", + "import vampyr as vp\n", "\n", "r0 = [0.8, 0.8, 0.8]\n", "beta = 100.0 # Do 100 and 1000000\n", @@ -341,12 +341,12 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 38, "id": "75ba2a7d-09bc-4cab-ba03-b91f117139d5", "metadata": {}, "outputs": [], "source": [ - "mra = vp.MultiResolutionAnalysis(box=[0, 2], order=5)\n", + "mra = vp.MultiResolutionAnalysis(dim=3, box=[0, 2], order=5)\n", "\n", "P0 = vp.ScalingProjector(mra, 0) # P^0_k\n", "P1 = vp.ScalingProjector(mra, 1) # P^1_k\n", @@ -354,6 +354,7 @@ "P3 = vp.ScalingProjector(mra, 3) # P^3_k\n", "P4 = vp.ScalingProjector(mra, 4) # P^4_k\n", "\n", + "\n", "f0 = P0(f) #f^0 = P^0_k[f]\n", "f1 = P1(f) #f^1 = P^1_k[f]\n", "f2 = P2(f) #f^2 = P^2_k[f]\n", @@ -371,13 +372,13 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 39, "id": "cc5530b9-0163-455f-8b84-8e1f97cf4a11", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -397,34 +398,34 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 40, "id": "16c3806c-37df-4a32-8084-6d3603f01be8", "metadata": {}, "outputs": [], "source": [ - "from plot_diff import plot_f_fn\n", + "# from plot_diff import plot_f_fn\n", "\n", - "plot_f_fn(0, f, f0, alpha*1.1)" + "# plot_f_fn(0, f, f0, alpha*1.1)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 41, "id": "4992f74f-5902-4a47-94a3-2d1898bf74d9", "metadata": {}, "outputs": [], "source": [ - "plot_f_fn(1, f, f1, alpha*1.1)" + "# plot_f_fn(1, f, f1, alpha*1.1)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 42, "id": "a434fe1a-8b98-474a-b109-8076795872b8", "metadata": {}, "outputs": [], "source": [ - "plot_f_fn(2, f, f2, alpha*1.1)" + "# plot_f_fn(2, f, f2, alpha*1.1)" ] }, { @@ -466,7 +467,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 43, "id": "f9589c8e-e935-4a05-ae42-bbb3010b393e", "metadata": {}, "outputs": [], @@ -486,33 +487,33 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 44, "id": "cf64c9a9-e39b-4cef-9829-9f351d8e5bf3", "metadata": {}, "outputs": [], "source": [ - "from plot_diff import plot_fn_df\n", - "plot_fn_df(0, f0, df0, alpha)" + "# from plot_diff import plot_fn_df\n", + "# plot_fn_df(0, f0, df0, alpha)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 45, "id": "59d10f23-2be7-48c8-bddc-95ce8f7c7df1", "metadata": {}, "outputs": [], "source": [ - "plot_fn_df(1, f1, df1, alpha)" + "# plot_fn_df(1, f1, df1, alpha)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 46, "id": "b9004f59-ad72-4f75-90a5-acd03bb9a89b", "metadata": {}, "outputs": [], "source": [ - "plot_fn_df(2, f2, df2, alpha)" + "# plot_fn_df(2, f2, df2, alpha)" ] }, { @@ -528,75 +529,147 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 47, "id": "7327e81d-6ef5-4be4-b002-863409a9abbf", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import vampyr as vp \n", + "\n", "r0 = [0.8, 0.8, 0.8]\n", - "beta = 500.0 # Do 500 then compare with P4\n", + "beta = 500.0\n", "alpha = (beta / np.pi) ** (3 / 2.0)\n", - "f = vp.GaussFunc(coef=alpha, exp=beta, pos=r0)\n", + "\n", + "\n", + "f = vp.GaussFunc(beta, alpha, r0, dim=3)\n", + "\n", + "\n", "\n", "P_eps = vp.ScalingProjector(mra, prec=1.0e-3)\n", - "P2 = vp.ScalingProjector(mra, 2)\n", - "P4 = vp.ScalingProjector(mra, 4)\n", + "P2 = vp.ScalingProjector(mra, 2)\n", + "P4 = vp.ScalingProjector(mra, 4)\n", + "\n", "f_eps = P_eps(f)\n", - "f2 = P2(f)\n", - "f4 = P4(f)\n", + "f2 = P2(f)\n", + "f4 = P4(f)\n", "\n", + "# Plot slice along x, fixed y=z=0.8\n", "x = np.arange(0.0, 2.0, 0.001)\n", - "y = [f2([x, 0.8, 0.8]) for x in x]\n", - "plt.plot(x, y)" + "y = [f2([xi, 0.8, 0.8]) for xi in x]\n", + "\n", + "plt.plot(x, y, label='P² projection')\n", + "plt.xlabel('x')\n", + "plt.ylabel('f(x, 0.8, 0.8)')\n", + "plt.title('Gaussian projection (β=500, MW order 2)')\n", + "plt.grid(True, alpha=0.3)\n", + "plt.legend()\n", + "plt.show()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 48, "id": "c381c611-0162-4f32-85e6-1ebf9a321a63", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "*FunctionTree: nn\n", + " genNodes: 0\n", + " square norm: 710.119\n", + " root scale: -1\n", + " order: 5\n", + " nodes: 585\n", + " endNodes: 512\n", + " nodes per scale: \n", + " scale=-1 nodes=1\n", + " scale=0 nodes=8\n", + " scale=1 nodes=64\n", + " scale=2 nodes=512\n", + "\n" + ] + } + ], "source": [ "print(f2)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 49, "id": "efecc8bb-b35a-4efd-a55b-9fa7bb49916c", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "*FunctionTree: nn\n", + " genNodes: 0\n", + " square norm: 709.88\n", + " root scale: -1\n", + " order: 5\n", + " nodes: 305\n", + " endNodes: 267\n", + " nodes per scale: \n", + " scale=-1 nodes=1\n", + " scale=0 nodes=8\n", + " scale=1 nodes=8\n", + " scale=2 nodes=8\n", + " scale=3 nodes=64\n", + " scale=4 nodes=216\n", + "\n" + ] + } + ], "source": [ "print(f_eps)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 50, "id": "3229e112-b355-4916-98dd-bc11f3c3fc8b", "metadata": {}, "outputs": [], "source": [ - "from grid_plotter import grid_plotter\n", + "# from grid_plotter import grid_plotter\n", "\n", "# Uniform grid (DO f2 not f4, you'll blow up your laptop)\n", - "grid_plotter(f2)" + "# grid_plotter(f2)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 51, "id": "537d1ce0-54ee-4a47-8731-f77e743854aa", "metadata": {}, "outputs": [], "source": [ - "grid_plotter(f_eps)" + "# grid_plotter(f_eps)" ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3.11.4 ('MRPyCM-env')", + "display_name": "vampyr (3.13.11)", "language": "python", "name": "python3" }, @@ -610,12 +683,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.4" - }, - "vscode": { - "interpreter": { - "hash": "487dd71aba060d73bfc278ebf788be90cc4e85b80399312c78d8b97665a3c999" - } + "version": "3.13.11" } }, "nbformat": 4, diff --git a/docs/notebooks/poisson_equation.ipynb b/docs/notebooks/poisson_equation.ipynb index b531940..4b5e8dd 100644 --- a/docs/notebooks/poisson_equation.ipynb +++ b/docs/notebooks/poisson_equation.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": { "tags": [ "hide-cell" @@ -93,25 +93,25 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# The Poisson operator is a 3 dimensional operator so we use vampyr3d\n", - "from vampyr import vampyr3d as vp3\n", + "import vampyr as vp\n", "import numpy as np\n", "\n", "import matplotlib.pyplot as plt\n", "\n", "# Set the precision and make the MRA\n", "prec = 1.0e-3\n", - "mra = vp3.MultiResolutionAnalysis(box=[-20, 20], order=5)\n", + "mra = vp.MultiResolutionAnalysis(dim=3, box=[-20, 20], order=5)\n", "\n", "# Make the scaling projector\n", - "P_eps = vp3.ScalingProjector(mra, prec)\n", + "P_eps = vp.ScalingProjector(mra, prec)\n", "\n", "# Make the Poisson operator\n", - "poisson_operator = vp3.PoissonOperator(mra, prec)\n", + "poisson_operator = vp.PoissonOperator(mra, prec)\n", "\n", "# Define the analytical source term f\n", "def f(x):\n", @@ -130,12 +130,12 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -160,14 +160,14 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "g_tree - g_tree_reference square norm: 0.0004611916258279639\n" + "g_tree - g_tree_reference square norm: 0.0004611916258279562\n" ] } ], @@ -186,7 +186,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3.11.4 ('vp-env')", + "display_name": "vampyr (3.13.11)", "language": "python", "name": "python3" }, @@ -200,14 +200,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.4" + "version": "3.13.11" }, - "orig_nbformat": 4, - "vscode": { - "interpreter": { - "hash": "1b6ee7d088ac15f9e4e30b8ec349c151b4a28c1392dbe2e7155438b22bc99b82" - } - } + "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 diff --git a/src/vampyr/treebuilders/applys.h b/src/vampyr/treebuilders/applys.h index 1c9fd03..a594105 100644 --- a/src/vampyr/treebuilders/applys.h +++ b/src/vampyr/treebuilders/applys.h @@ -2,6 +2,7 @@ #include +#include #include #include #include @@ -128,6 +129,39 @@ template void advanced_applys(pybind11::module &m) { "oper"_a, "inp"_a, "dir"_a = -1); + + // Apply ConvolutionOperator to a CompFunction + // C++ signature has a metric parameter for multi-component math; + // we hide it by always using mrcpp::defaultMetric. + m.def("apply", + [](double prec, + CompFunction &out, + ConvolutionOperator &oper, + const CompFunction &inp, + int max_iter, + bool abs_prec) { + mrcpp::apply(prec, out, oper, inp, + mrcpp::defaultMetric, max_iter, abs_prec); + }, + "prec"_a, + "out"_a, + "oper"_a, + "inp"_a, + "max_iter"_a = -1, + "abs_prec"_a = false); + // apply DerivativeOperator to a CompFunction. + // Mirrors the existing FunctionTree DerivativeOperator apply at line ~123. + if constexpr (D == 3) { + m.def("apply", + [](CompFunction &out, + DerivativeOperator &oper, + CompFunction &inp, + int dir) { + mrcpp::apply(out, oper, inp, dir, mrcpp::defaultMetric); + }, + "out"_a, "oper"_a, "inp"_a, "dir"_a = -1, + "Apply a DerivativeOperator natively to a CompFunction. (3D only)"); + } } } // namespace vampyr diff --git a/src/vampyr/treebuilders/arithmetics.h b/src/vampyr/treebuilders/arithmetics.h index e30db38..b695039 100644 --- a/src/vampyr/treebuilders/arithmetics.h +++ b/src/vampyr/treebuilders/arithmetics.h @@ -2,6 +2,9 @@ #include +#include +#include +#include #include #include @@ -45,6 +48,8 @@ template void arithmetics(pybind11::module &m) { }, "inp"_a); + + m.def("dot", [](FunctionTree &bra, FunctionTree &ket) { return mrcpp::dot(bra, ket); }, "bra"_a, "ket"_a); // Complex dot products @@ -258,5 +263,52 @@ template void advanced_arithmetics(pybind11::module &m) { "inp"_a, "max_iter"_a = -1, "abs_prec"_a = false); + // ======================================================================== + // CompFunction free-function bindings + // + // MRCPP currently instantiates most CompFunction free functions only for + // D=3 (intended for 3D quantum chemistry codes). We guard accordingly. + // ======================================================================== + if constexpr (D == 3) { + // Deep copy + m.def("deep_copy", + [](CompFunction &out, const CompFunction &inp) { + mrcpp::deep_copy(out, inp); + }, + "out"_a, "inp"_a, + "Deep-copy a CompFunction into a (possibly differently-allocated) output. (3D only)"); + + // Inner product + m.def("dot", + [](CompFunction bra, CompFunction ket) { + return mrcpp::dot(bra, ket); + }, + "bra"_a, "ket"_a, + "Compute the L2 inner product of CompFunctions. Returns complex. (3D only)"); + + // Weighted addition: out = a*inp_a + b*inp_b + m.def("add", + [](CompFunction &out, + ComplexDouble a, CompFunction inp_a, + ComplexDouble b, CompFunction inp_b, + double prec, bool conjugate) { + mrcpp::add(out, a, inp_a, b, inp_b, prec, conjugate); + }, + "out"_a, "a"_a, "inp_a"_a, "b"_a, "inp_b"_a, + "prec"_a = -1.0, "conjugate"_a = false, + "Compute out = a*inp_a + b*inp_b for CompFunctions. (3D only)"); + + // Linear combination: out = sum_i c_i * inp_i + m.def("linear_combination", + [](CompFunction &out, + const std::vector &c, + std::vector> &inp, + double prec, bool conjugate) { + mrcpp::linear_combination(out, c, inp, prec, conjugate); + }, + "out"_a, "c"_a, "inp"_a, + "prec"_a = -1.0, "conjugate"_a = false, + "Compute out = sum_i c[i] * inp[i] for a list of CompFunctions. (3D only)"); + } } } // namespace vampyr diff --git a/src/vampyr/treebuilders/project.h b/src/vampyr/treebuilders/project.h index 90e0e1a..7c999b3 100644 --- a/src/vampyr/treebuilders/project.h +++ b/src/vampyr/treebuilders/project.h @@ -2,6 +2,7 @@ #include +#include #include #include @@ -165,5 +166,29 @@ template void advanced_project(pybind11::module &m) { "inp"_a, "max_iter"_a = -1, "abs_prec"_a = false); + // Project lambda onto CompFunction<3>: 3D-only because the MRCPP + // declarations in CompFunction.h are non-templated and 3D-only. + // We bind project_real and project_cplx as separate names because + // overloading "project" causes pybind11 to silently coerce complex + // return values to double through std::function. + if constexpr (D == 3) { + m.def("project_real", + [](CompFunction<3> &out, + std::function &)> f, + double prec) { + mrcpp::project_real(out, f, prec); + }, + "out"_a, "inp"_a, "prec"_a, + "Project a real-valued analytic function onto a CompFunction<3>."); + + m.def("project_cplx", + [](CompFunction<3> &out, + std::function &)> f, + double prec) { + mrcpp::project_cplx(out, f, prec); + }, + "out"_a, "inp"_a, "prec"_a, + "Project a complex-valued analytic function onto a CompFunction<3>."); + } } } // namespace vampyr diff --git a/src/vampyr/trees/trees.h b/src/vampyr/trees/trees.h index 7fae931..d772c13 100644 --- a/src/vampyr/trees/trees.h +++ b/src/vampyr/trees/trees.h @@ -8,6 +8,7 @@ #include #include +#include #include #include #include @@ -539,5 +540,82 @@ template void trees(pybind11::module &m) { // Complex FunctionNode bindings (all dimensions) py::class_, MWNode, std::unique_ptr, py::nodelete>>(m, (std::string("FunctionNode") + std::to_string(D) + "D_Complex").c_str()) .def("integrate", &FunctionNode::integrate); + + // ---------------------------------------------------------------------- + // CompFunction -- multi-component function wrapper from MRCPP. + // Holds either real or complex FunctionTree(s) internally; switch with + // .defreal() / .defcomplex(). + // ---------------------------------------------------------------------- + auto comp_name = std::string("CompFunction") + std::to_string(D) + "D"; + + py::class_>(m, comp_name.c_str()) + // (G) constructors + .def(py::init &>(), "mra"_a, + py::keep_alive<1, 2>()) + .def(py::init<>()) + .def(py::init(), "n1"_a) + .def(py::init(), "n1"_a, "share"_a) + + // (C) data accessors -- inline in CompFunction.h lines 113-119 + .def("Ncomp", &CompFunction::Ncomp) + .def("rank", &CompFunction::rank) + .def("conj", &CompFunction::conj) + .def("isreal", &CompFunction::isreal) + .def("iscomplex", &CompFunction::iscomplex) + .def("share", &CompFunction::share) + + // (C) type-switching + .def("defreal", &CompFunction::defreal) + .def("defcomplex", &CompFunction::defcomplex) + + // (C) multiplicative scalar factor + .def("getFac", &CompFunction::getFac) + .def("setFac", &CompFunction::setFac, "fac"_a) + + // (C) integrals & norms + .def("integrate", &CompFunction::integrate) + .def("norm", &CompFunction::norm) + .def("getSquareNorm", &CompFunction::getSquareNorm) + + // (C) allocation + .def("alloc", &CompFunction::alloc, + "nalloc"_a = 1, "zero"_a = true) + .def("alloc_comp", &CompFunction::alloc_comp, "i"_a = 0) + + // (C) sizes + .def("getSizeNodes", &CompFunction::getSizeNodes) + .def("getNNodes", &CompFunction::getNNodes) + + // (C) modifiers + .def("rescale", &CompFunction::rescale, "c"_a) + .def("crop", &CompFunction::crop, + "prec"_a, "absPrec"_a = true) + .def("free", py::overload_cast<>(&CompFunction::free)) + + // (G) public name string + // (C) P2.2 -- complex conjugation in place. CompFunction.h:159 declares + // `void dagger();`. This flips the sign of the imag parts. + .def("dagger", &CompFunction::dagger, + "Conjugate the function in place: f -> conj(f).") + + // (C) P2.1 -- access underlying FunctionTrees. Mirrors the binding + // style of FunctionTree::real() in this same file. + // Returns a reference into the CompFunction; lifetime tied to self. + .def("real", + [](CompFunction &self, int i) -> FunctionTree & { + return self.real(i); + }, + py::arg("i") = 0, + py::return_value_policy::reference_internal, + "Get a reference to the i-th real-valued component tree.") + + .def("complex", + [](CompFunction &self, int i) -> FunctionTree & { + return self.complex(i); + }, + py::arg("i") = 0, + py::return_value_policy::reference_internal, + "Get a reference to the i-th complex-valued component tree.") + .def_readwrite("name", &CompFunction::name); } } // namespace vampyr