From 6f7f67c2d7e2c02cd1771f29cb993dec5457d7df Mon Sep 17 00:00:00 2001 From: Hans Dembinski Date: Mon, 8 Jul 2024 13:45:01 +0200 Subject: [PATCH] u --- posts/cross_section_extrapolation_error.ipynb | 43 +++++++++++++------ 1 file changed, 30 insertions(+), 13 deletions(-) diff --git a/posts/cross_section_extrapolation_error.ipynb b/posts/cross_section_extrapolation_error.ipynb index 256a832..2ea15cd 100644 --- a/posts/cross_section_extrapolation_error.ipynb +++ b/posts/cross_section_extrapolation_error.ipynb @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -23,8 +23,8 @@ "from chromo.kinematics import FixedTarget, GeV, Momentum\n", "from chromo.constants import nucleon_mass\n", "from jacobi import propagate\n", - "from numpy.polynomial import Chebyshev\n", - "from IPython.display import display" + "from IPython.display import display\n", + "from functools import cache" ] }, { @@ -36,10 +36,11 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ + "@cache\n", "def read(url):\n", " r = requests.get(url)\n", " tab = r.text\n", @@ -65,7 +66,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -81,16 +82,16 @@ "metadata": {}, "source": [ "To estimate the extrapolation uncertainty, we fit a COMPETE-like model to the data (Patrignani C., et al., Particle Data Group\n", - "Chin. Phys. C, 40 (2016), Article 100001). The covariance matrix of the fit is propagated into an uncertainty on the cross-section at $\\sqrt{s} = 100$ GeV. \n", + "Chin. Phys. C, 40 (2016), Article 100001). We use only the accelerator data. The covariance matrix of the fit is propagated into an uncertainty on the cross-section at $\\sqrt{s} = 100$ GeV. \n", "\n", "The original data is given in the lab frame and provides the proton momentum. We compute $\\sqrt{s}$ from the momentum with the kinematic tools in Chromo for convenience.\n", "\n", - "To simulate the effect of the pre LHC era, we cut away all data points with $\\sqrt s > 3$ TeV. This also removes cross-sections inferred from air shower data, but these do not affect our study anyway because of their relatively large uncertainties." + "To simulate the effect of the pre LHC era, we cut away all data points with $\\sqrt s > 3$ TeV." ] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -106,7 +107,7 @@ " \n", " \n", " EDM = 0.000176 (Goal: 0.0002) \n", - " time = 0.1 sec \n", + " \n", " \n", " \n", " Valid Minimum \n", @@ -127,7 +128,7 @@ "│ Migrad │\n", "├──────────────────────────────────┬──────────────────────────────────────┤\n", "│ FCN = 93.98 (χ²/ndof = 0.7) │ Nfcn = 1948 │\n", - "│ EDM = 0.000176 (Goal: 0.0002) │ time = 0.1 sec │\n", + "│ EDM = 0.000176 (Goal: 0.0002) │ │\n", "├──────────────────────────────────┼──────────────────────────────────────┤\n", "│ Valid Minimum │ Below EDM threshold (goal x 10) │\n", "├──────────────────────────────────┼──────────────────────────────────────┤\n", @@ -189,7 +190,7 @@ }, { "data": { - "image/png": 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xePFiPHnyBJGRkThw4ADmz5//3fUVNHjwYKipqcHHxwfh4eG4cuUKJk2ahKFDh3KzzaZMmYKVK1fi+PHjePr0KcaPHy/yhaGtrY2ZM2di2rRp2LVrF169eoXQ0FBs3LgRu3btkmq8hAQEBHATICTRsmVLxMbGiow3K42ki2cWJzY2FoMGDYKdnR2UlJTKnIzI0smTJxEfH48BAwZw5zIyMjBhwgQYGhpCS0sLP/zwAzeWrzjx8fEYPnw4zMzMoKGhAW9vb7x48aLE51y4cAF2dnbQ0dHB0KFDRSaYCAQC2NnZ4c2bNyLPGTlyJEJDQ3H9+vUyvFrZoGRHQdWuXRuhoaFwd3fHjBkz4OzsjA4dOuDSpUsiY2T69OmDK1euIDo6Gm3atIG9vT3Wrl2LefPm4cCBA8WuV8Pj8VC9enVu+ndZBQYGwtTUVOTRunVrie6RnJxc6B6mpqbc2JfvNXXqVCxevBidO3dGcHAwvLy8cPr0aZw/fx5NmzZFixYtsHbtWlhaWkqlvnwaGho4d+4cEhMT0bRpU/Tp0wft27fHpk2buDIzZszA0KFD4ePjA1dXV2hra6NXr14i91m6dCkWLFgAPz8/1K1bF97e3vjnn39gbW0t1XhJ1ZadnV3m5+YvNSHp+ljSkJmZCSMjI8yfPx/169cv9/rFsWHDBowYMUKk5XjatGk4deoUDh06hKtXryImJqbIrvV8jDH07NkT//77L06cOIGwsDBYWlrC09OzyB4AIG/ZikGDBmHs2LEICQnBvXv3sHXrVu76nDlzMHbs2EK/+/h8PgYNGlTieM5yxwgTCAQMABMIBBUdCiGElMjS0pKtXbtW5Fz9+vWZr68vdwyAbdu2jfXs2ZOpq6szGxsbduLECZHnhIeHsy5dujBtbW2mpaXFWrduzV6+fMld37ZtG3NwcGCqqqrM3t6ebd68mbsWFRXFALADBw4wNzc3pqqqynbu3MkAiDzyY9q9ezdr3Lgx09LSYsbGxmzgwIEsPj6eu9+VK1cYAPb582fGGGM7d+5kurq6LDAwkDk4ODBNTU3m5eXFYmJiGGOM+fr6FqrrypUrzN3dnU2YMEHkdSYkJDAVFRV28eLFUt/btm3bsilTppRaLj/ewMBA1qBBA6ampsbc3d1ZfHw8O3PmDHNwcGDa2tps4MCBLC0tTeT+EyZMYBMmTGA6OjrM0NCQzZ8/nwmFwmLrSkhIYDwej4WHh3PnkpKSmIqKCjt06BB3LjIykgFgISEhRd7n2bNnDIDIfXJzc5mRkRHbtm1bkc+Jj49nANiXL18YY4zNmjWLjR8/njHG2M2bN1njxo1ZTk5Okc+9evUq4/P5LD09vdjXJg3ifn9Tyw4hhCigxYsXo1+/fnj06BE6d+6MwYMHc6ucv3//Hm5ublBVVcXly5dx//59jBw5klsYc+/evVi4cCGWL1+OyMhIrFixAgsWLCjU9TlnzhxMmTIFkZGRcHd3x7p166Cjo4PY2FjExsZya3hlZ2dj6dKlePjwIY4fP47Xr19j+PDhJcafnp6O33//HX/99ReuXbuG6Oho7n4zZ85Ev3794O3tzdXVsmVL/Pjjj9i3bx8yMzO5++zZswc1a9YUmWQgLYsWLcKmTZsQHByMt2/fol+/fli3bh327duHf/75B+fPn8fGjRtFnrNr1y5Uq1YNd+7cwfr167FmzRr8+eefxdZx48YNaGhoiCwRcv/+fWRnZ8PT05M75+DgAAsLC4SEhBR5n/z3pOAkCiUlJaiqqnJd9N8yMjKCqakpzp8/j/T0dFy/fh0uLi7Izs7GuHHj8McffxQ7ZrNJkybIyckRGVNYoWSacskJatkhhMgLcVt25s+fzx2npqYyAOzs2bOMMcbmzp3LrK2tWVZWVpF11KlTh+3bt0/k3NKlS5mrqytj7GvLzrp160TK5LfIlObu3bsMAEtJSWGMFd2yA0CkpWnz5s3M2NiYO/bx8WE9evQQue+XL1+Yvr4+O3jwIHfOxcWFLVq0qNSYGJO8Zadga5Gfnx8DwF69esWd++mnn5iXl5fI/evWrSvSkjN79mxWt27dYutau3Ytq127tsi5vXv3Mj6fX6hs06ZN2axZs4q8T1ZWFrOwsGB9+/ZliYmJLDMzk61cuZIBYB07diy2/uvXr7MmTZowKysrNn78eJaVlcWWLFnCpkyZwsLDw1nLli2ZnZ0d27hxY6Hn6uvrs4CAgGLvLQ3ifn/T1HNCCFFABdez0tTUhI6ODjeO7cGDB2jTpk2hpQ+AvJW7X716hVGjRmH06NHc+ZycnEIDiJs0aSJWLPfv38eiRYvw8OFDfP78mZs8EB0dXeTyFkDemLU6depwx+KMw1NTU8PQoUOxY8cO9OvXD6GhoQgPD8fJkyfFilNSBd9jY2NjaGhocPv+5Z+7c+eOyHNatGghMjbJ1dUVq1evRm5ubpGtJF++fJF4Y+OiqKio4OjRoxg1ahQMDAygrKwMT09PdOrUqcS11lq3bo27d+9yx8+fP8fu3bsRFhYGNzc3TJkyBZ06dYKzszPc3NxE3hN1dXWxV/6XtQrtxvL394eLiwt0dHSgo6MDV1dXnD17lrsuzmjz6OhodOnSBRoaGqhRowZ+/vnnEvcoIoQQeaakpFToy6mowcElreFU0hIM+Wszbdu2DQ8ePOAe4eHh3L56+cRZcyx/2xMdHR3s3bsXd+/e5bY0KWnrmKLiL+lLOd+PP/6ICxcu4N27d9i5cyc8PDykPnmgqBhltW5W9erV8fnzZ5FzJiYmyMrKKjRVPz4+vsRNjRs3bowHDx4gKSkJsbGxCAwMxKdPn0QStNL89NNPWL16NYRCIcLCwtC3b1/UqFEDbdu2LbQFTWJiYoUtO/KtCk12atWqhZUrV+L+/fu4d+8ePDw80KNHDzx58gRA6aPNc3Nz0aVLF2RlZSE4OBi7du1CQEAAFi5cWFEviRBCZMrIyAixsbHccXJyMqKioiS6h4uLC65fv15kkmRsbAwzMzP8+++/hdZmKm0GH5/PR25ursi5p0+f4tOnT1i5ciXatGkDBwcHqcyULKouAKhXrx6aNGmCbdu2Yd++fRg5cuR31yVN345huXXrFmxtbYsd+9KwYUPExcWJJDyNGzeGiooKLl26xJ179uwZoqOjuaVFSpK/yOuLFy9w79499OjRQ6zYt2/fDgMDA3Tv3p177/P/DWVnZ4t8Hq9evUJGRkblWaldpp1pZaCvr8/+/PNPsUabnzlzhikpKbG4uDiujL+/P9PR0WGZmZnF1pGRkcEEAgH3ePv2LY3ZIYTIhTlz5jATExN27do19ujRI9azZ0+mpaVVaMzOsWPHRJ6nq6vLdu7cyRhj7OPHj8zQ0JD17t2b3b17lz1//pzt3r2bPX36lDGWNxNLXV2drV+/nj179ow9evSI7dixg61evZox9nXMTlhYmEgdN2/e5MayfPjwgaWlpbGEhATG5/PZzz//zF69esVOnDjB7OzsRJ5f3Gysgo4dO8YKfmUtX76cWVhYsKdPn7IPHz6IjD/aunUr4/P5TF9fn5tJVJKwsDAWFhbGGjduzAYNGsTCwsLYkydPii3/bbzFxezr68vq16/PHbdt25ZpaWmxadOmsadPn7J9+/YxTU1NtmXLlmLrysnJYUZGRuzUqVMi58eOHcssLCzY5cuX2b1795irqys3piqfvb09O3r0KHf8999/sytXrrBXr16x48ePM0tLS9a7d+8S3pmv4uPjmZWVFXv//j13rm7dumzRokUsODiYaWlpsTt37oi8H9+ONZIFccfsVJpkJycnh+3fv5/x+Xz25MkTdunSpUL/mBhjzMLCgq1Zs4YxxtiCBQtE/iExxti///7LALDQ0NBi6ypq2iIlO4QQeSAQCFj//v2Zjo4OMzc3ZwEBAUUOUC4p2WGMsYcPH7KOHTsyDQ0Npq2tzdq0aSMyuHbv3r2sQYMGXNLg5ubGfXEWl+wwlvclbGhoKDL1fN++fczKyoqpqqoyV1dXdvLkye9OdhISEliHDh2YlpYWN/U8X0pKCtPQ0OCmSZemqO8DS0vLYst/T7Izfvx4NnbsWKajo8P09fXZL7/8UuLUc8bypnwPGDBA5NyXL1/Y+PHjmb6+PtPQ0GC9evVisbGxhV5Xwc98/fr1rFatWkxFRYVZWFiw+fPnl9gwUNCAAQMKDUK+ffs2c3BwYAYGBmzx4sUi1zp27Mj8/PzEuvf3EDfZ4TEm4S6QUvb48WO4uroiIyMDWlpa2LdvHzp37ox9+/ZhxIgRIlMIAaBZs2Zwd3fHr7/+ijFjxuDNmzc4d+4cdz09PR2ampo4c+ZMsTtfZ2Zmitw3OTkZ5ubmEAgE0NHRkcnrTM/KgePCvDgjlnhBg09jwwkhRBZev36NOnXq4O7du2jUqFFFh/Pd4uLi4OTkhNDQUJmNP5KmJ0+ewMPDA8+fP5doVeyySE5Ohq6ubqnf3xX+jWtvb48HDx5AIBDg8OHD8PHxKTTISdpUVVVpE0RCCFEw2dnZ+PTpE+bPn48WLVooRKID5A1I3r59O6Kjo+Ui2YmNjcXu3btlnuhIosIXFeTz+bCxsUHjxo3h5+eH+vXrY/369WKNNjcxMSk0Oyv/uKQR6RUhV/i1Ae1OVKLIMalY27dvR8eOHSs6DI48b4o4YMCAIjeWJaQ83Lx5E6amprh79y62bNlS0eFIVc+ePdGmTZuKDkMsnp6e8PLyqugwRFR4svMtoVCIzMxMsUabu7q64vHjxyIj+y9cuAAdHZ1i126oCIHhsfBc87W1avjOu2j962UEhseW8KzvM3z4cPB4PPB4PC6hXLJkCTctP/8LlcfjQUlJCbq6umjYsCFmzZolMtMjX3JyMhYsWAAnJyeoq6vD0NAQTZs2xapVqwpNiyzo6NGj6NChA4yMjLjlBQp2O+bbvHkzrKysoKamhubNm4usTZGYmIhJkybB3t4e6urqsLCwwOTJkyEQCLgyDx8+xMCBA2Fubg51dXXUrVsX69evL/V9ysjIwIIFC+Dr61tqWUW0aNEiNGjQQGr3mz9/PpYvXy7y2RBSXtq1awfGGJ49e4Z69epVdDikEqnQZGfu3Lm4du0aXr9+jcePH2Pu3LkICgrC4MGDoauri1GjRmH69Om4cuUK7t+/jxEjRsDV1RUtWrQAAHTs2BGOjo4YOnQoHj58iHPnzmH+/PmYMGFCpemmCgyPxbg9oYhPFh17FCfIwLg9oTJNePKXUn/x4gVmzJiBRYsW4bfffhMp8+zZM8TExODu3buYPXs2Ll68CGdnZzx+/Jgrk5iYiBYtWmDnzp2YOXMmbt++jdDQUCxfvhxhYWHYt29fsTFcu3YNHTp0wJkzZ3D//n24u7ujW7duCAsL48ocPHgQ06dPh6+vL0JDQ1G/fn14eXlxSWxMTAxiYmLw+++/Izw8HAEBAQgMDMSoUaO4e9y/fx81atTAnj178OTJE8ybNw9z584V2TSzKIcPH4aOjg5atWol0Xtb2ZW0foks63N2dkadOnWwZ8+ecq2fEFI5ZWRkYOvWrdi0aVORf0iXG5kPlS7ByJEjmaWlJePz+czIyIi1b9+enT9/nrsuzmjz169fs06dOjF1dXVWvXp1NmPGDJadnS1RHLLaLiInV8harLjILGefLvJhNfs0a7HiIsvJLXkkflkUtZR6hw4dWIsWLRhjRc8mYIyx9PR0Zm9vz1q1asWd++mnn5impqbIlMOCSptJ8C1HR0eRkfvNmjUT2bwvNzeXmZmZlTiS/++//2Z8Pr/Ez3r8+PHM3d29xFi6dOnCZs6cKXLuzp07zNPTkxkaGjIdHR3m5ubG7t+/L1Lm8+fPbMyYMaxGjRpMVVWVOTk5iUwNvXHjBmvbti1TV1dnenp6rGPHjiwxMZF7fStWrGBWVlZMTU2Nubi4iCyxUNRnc/36dda6dWumpqbGatWqxSZNmsRSU1O565aWlmzJkiVs6NChTFtbm/n4+DDG8mZx2NraMnV1dWZtbc3mz5/PTdEtauPG/Jkbb968Yd27d2eamppMW1ub9e3bV2SJh/xZJtu2bWNWVlaMx+Nx1xYvXsxat25d4vtOCKkazp8/z/1+Wbp0qdTvLxfbRWzfvr3E62pqati8eTM2b95cbBlLS0ucOXNG2qFJxZ2oRMQKMoq9zgDECjJwJyoRrnUMZR6Puro6Pn36VGqZsWPHYtq0aUhISED16tVx8OBBDBkyBGZmZkU+p+DS56URCoVISUmBgYEBgLwWgfv372Pu3LlcGSUlJXh6eha7oR0AbuR9tWrF/xMWCARcPcW5ceMGhg4dKnIuJSUFPj4+2LhxIxhjWL16NTp37owXL15AW1sbQqEQnTp1QkpKCvbs2YM6deogIiKCWxTswYMHaN++PUaOHIn169ejWrVquHLlCrfglp+fH/bs2YMtW7bA1tYW165dw5AhQ2BkZIS2bdsWivHVq1fw9vbGsmXLsGPHDnz48AETJ07ExIkTsXPnTq7c77//joULF4p0yWlrayMgIABmZmZ4/PgxRo8eDW1tbcyaNQv9+/dHeHg4AgMDcfHiRQB5i40JhUL06NEDWlpauHr1KnJycjBhwgT0798fQUFB3L1fvnyJI0eO4OjRoyILojVr1gzLly9HZmZmpWlhJYRUjIILDRa1CGR5qfDZWIosIaX4RKcs5cqKMYZLly7h3LlzmDRpUqnlHRwcAORN32SMISkpCfb29iJlGjdujGfPngEAunXrhv3794sVy++//47U1FT069cPAPDx40fk5ubC2NhYpJyxsTGePn1a5D0+fvyIpUuXYsyYMcXWExwcjIMHD+Kff/4ptkxSUhIEAkGhJO7b3ZG3bt0KPT09XL16FV27dsXFixdx584dREZGws7ODgBElltftWoVmjRpgv/973/cOScnJwB5yx6sWLECFy9e5Mae1a5dGzdu3MAff/xRZLLj5+eHwYMHY+rUqQAAW1tbbNiwAW3btoW/vz+3b46HhwdmzJgh8tz58+dzP1tZWWHmzJk4cOAAZs2aBXV1dWhpaaFatWoiA/ovXLiAx48fIyoqCubm5gCA3bt3w8nJCXfv3kXTpk0B5CWqu3fvLrQcvJmZGbKyshAXFycXM0cIIYqPkh0ZqqEt3uZt4paT1OnTp6GlpYXs7GwIhUIMGjQIixYtKvV57L+ll0pqsTl27BiysrIwe/ZsfPnyRax49u3bh8WLF+PEiROoUaOGWM/5VnJyMrp06QJHR8diX0t4eDh69OgBX1/fEmdZ5cf97SZ78fHxmD9/PoKCgpCQkIDc3Fykp6cjOjoaQF7LTa1atbhE51sPHjxA3759i7z28uVLpKeno0OHDiLns7Kyil1W/eHDh3j06BH27t3LnWOMQSgUIioqCnXr1gVQ9KaMBw8exIYNG/Dq1SukpqYiJyen1LWkIiMjYW5uziU6AODo6Ag9PT1ERkZyyY6lpWWR+97k77tUWTYAJIQQSnZkqJm1AUx11RAnyEBRE815AEx01dDMuuSulrJyd3eHv78/+Hw+zMzMSuzyKSgyMhJAXkuAoaEh9PT0uFacfBYWFgDyuknEmSJ94MAB/Pjjjzh06BA8PT2589WrV4eysnKRSwh8u3xASkoKvL29oa2tjWPHjhW5Y3NERATat2+PMWPGiLRqFMXQ0BA8Hq/QbDIfHx98+vQJ69evh6WlJVRVVeHq6soNwi1pE8XSrudvsvjPP/+gZs2aIteK6/JJTU3FTz/9hMmTJxe6lv85AIU3ZQwJCcHgwYOxePFieHl5QVdXFwcOHJDa1PDiNoFMTEwEgEqzASAhhFS6qeeKRFmJB99ueVPgv20jyT/27eYIZSXxx7xIQlNTEzY2NrCwsBA70fny5Qu2bt0KNzc3GBkZQUlJCf369cOePXsQExNTpjj279+PESNGYP/+/ejSpYvINT6fj8aNG4ssMSAUCnHp0iWRDe2Sk5PRsWNH8Pl8nDx5slBrDJC3aqe7uzt8fHywfPnyUuPi8/lwdHRERESEyPmbN29i8uTJ6Ny5M5ycnKCqqoqPHz9y111cXPDu3Ts8f/68yPu6uLiIvJ6CHB0doaqqiujo6EKbLBZsSSmoUaNGiIiIKFTexsYGfD6/2NcXHBwMS0tLzJs3D02aNIGtrS3evHlT6D34th+9bt26ePv2Ld6+fcudi4iIQFJSklhLOoSHh6NWrVqoXr16qWUJIaQ8ULIjY97OpvAf0gg1dET/ajfRVYP/kEbwdjatoMjyJCQkIC4uDi9evMCBAwfQqlUrfPz4Ef7+/lyZFStWoGbNmmjWrBl27NiBR48e4dWrVzh27BhCQkKK3a0XyOu6GjZsGFavXo3mzZsjLi4OcXFxIuuwTJ8+Hdu2bcOuXbsQGRmJcePGIS0tDSNGjADwNdFJS0vD9u3bkZyczN0n/4s6PDwc7u7u6NixI6ZPn85d//DhQ4mv38vLCzdu3BA5Z2tri7/++guRkZG4ffs2Bg8eLNJa07ZtW7i5ueGHH37AhQsXEBUVhbNnzyIwMBBA3pIKd+/exfjx4/Ho0SM8ffoU/v7++PjxI7S1tTFz5kxMmzYNu3btwqtXrxAaGoqNGzdi165dRcY4e/ZsBAcHY+LEiXjw4AFevHiBEydOYOLEiSW+NltbW0RHR+PAgQN49eoVNmzYgGPHjomUsbKyQlRUFB48eICPHz8iMzMTnp6eqFevHgYPHozQ0FDcuXMHw4YNQ9u2bYvsKvvW9evXK9UijYQQUmk2Aq1Ispp6XlDylyxuyvmVp/EymW5eUFFTzwvKn94MgPF4PKatrc3q16/Pfv7550LT+xljLCkpic2dO5c5ODgwVVVVpq6uzlxcXNiCBQvYp0+fiq2nbdu2RW6ylz81Ot/GjRuZhYUF4/P5rFmzZuzWrVtFxvrtIyoqijFW/OauJW3mxxhjT548Yerq6iwpKYk7Fxoaypo0acLU1NSYra0tO3ToELO0tGRr167lynz69ImNGDGCGRoaMjU1Nebs7MxOnz7NXQ8KCmItW7ZkqqqqTE9Pj3l5eXFTyYVCIVu3bh2zt7dnKioqzMjIiHl5ebGrV6+KvN6CU8/v3LnDbXqoqanJXFxc2PLly7nr38aX7+eff2aGhoZMS0uL9e/fn61du1Zks8KMjAz2ww8/MD09vTJNPf/Wly9fmK6uLgsJCSnxfSeEVA1nz57lfh8vWrRI6veXm41AKwNxNxL7HrQRaOXVt29fNGrUSGT6Oykbf39/HDt2DOfPn6/oUAghlUBgYCC3KfeiRYukvlq93GwEWlVo8Kvh9coupRck5e63337DqVOnKjoMhaCiooKNGzdWdBiEECKCkh1S5VlZWYm1/hAp3Y8//ljRIRBCSCE0QJkQQgghCo2SHUIIIYQoNEp2CCGEEKLQKNkhhBBCiEKjZIcQQgghCo2SnfKSlQYs0s17ZKVVdDSEEEJIlUHJDiGEEEIUGiU75UVYYLPFN8Gix6RCbd++XeK9nHg8Ho4fPy7VOKysrLBu3Tqp3lMWsrKyYGVlhXv37lV0KIQQIhZKdspDxElgc7Ovx3v7AOuc887LyPDhw8Hj8cDj8cDn82FjY4MlS5YgJycHABAUFMRdV1JSgq6uLho2bIhZs2YhNja20P2Sk5OxYMECODk5QV1dHYaGhmjatClWrVqFz58/FxvH0aNH0aFDBxgZGUFHRweurq44d+5coXKbN2+GlZUV1NTU0Lx5c9y5c4e7lpiYiEmTJsHe3h7q6uqwsLDA5MmTRTYTffjwIQYOHAhzc3Ooq6ujbt26WL9+fanvU0ZGBhYsWCDxEuaxsbHcEuhVDZ/Px8yZMzF79uyKDoUQQsRCyY6sRZwE/h4GpHyTQCTH5p2XYcLj7e2N2NhYvHjxAjNmzMCiRYvw22+/iZR59uwZYmJicPfuXcyePRsXL16Es7MzHj9+zJVJTExEixYtsHPnTsycORO3b99GaGgoli9fjrCwMOzbt6/YGK5du4YOHTrgzJkzuH//Ptzd3dGtWzeEhYVxZQ4ePIjp06fD19cXoaGhqF+/Pry8vJCQkAAAiImJQUxMDH7//XeEh4cjICAAgYGBGDVqFHeP+/fvo0aNGtizZw+ePHmCefPmYe7cudi0aVOJ79Hhw4eho6ODVq1aSfTempiYQFVVtdjr2dnZEt1PXmRlZQEABg8ejBs3buDJkycVHBEhhIhB6luQyiGZ7Xqem8PYagfGfHWKeegytrpuXjkpK2rX8w4dOrAWLVowxoreWZsxxtLT05m9vT1r1aoVd+6nn35impqa7P3790XWJRRKtoO7o6MjW7x4MXfcrFkzNmHCBO44NzeXmZmZMT8/v2Lv8ffffzM+n8+ys7OLLTN+/Hjm7u5eYixdunRhM2fOFDl3584d5unpyQwNDZmOjg5zc3Nj9+/fFykDgB07dowxxlhUVBQDwA4cOMDc3NyYqqoqt3t4QUKhkPn6+jJzc3PG5/OZqakpmzRpEnfd0tKSLV++nI0YMYJpaWkxc3Nz9scff4jc49GjR8zd3Z2pqakxAwMDNnr0aJaSksIYY+zx48eMx+OxhIQExljezuw8Ho/179+fe/7SpUtFPtvHjx8zb29vpqmpyWrUqMGGDBnCPnz4wF1v27YtmzBhApsyZQozNDRk7dq14665u7uz+fPnl/j+EkKqtsqy6zm17MjSm2AgOaaEAgxIfp9Xrhyoq6tzf5mXVGbs2LG4efMmEhISIBQKcfDgQQwZMgRmZmZFPofH44kdg1AoREpKCgwMDADktRTcv38fnp6eXBklJSV4enoiJCSk2Pvk73BbrVrx27sJBAKunuLcuHEDTZo0ETmXkpICHx8f3LhxA7du3YKtrS06d+6MlJSUEu81Z84cTJkyBZGRkfDy8ip0/ciRI1i7di3++OMPvHjxAsePH0e9evVEyqxevRpNmjRBWFgYxo8fj3HjxuHZs2cAgLS0NHh5eUFfXx93797FoUOHcPHiRUycOBEA4OTkBENDQ1y9ehUAcP36dZFjALh69SratWsHAEhKSoKHhwcaNmyIe/fuITAwEPHx8ejXr59ITLt27QKfz8fNmzexZcsW7nyzZs1w/fr1Et8TQgipDCjZkaXUeOmWKyPGGC5evIhz587Bw8Oj1PIODg4AgNevX+PDhw9ISkqCvb29SJnGjRtDS0sLWlpaGDhwoNix/P7770hNTeW+UD9+/Ijc3FwYGxuLlDM2NkZcXFyR9/j48SOWLl2KMWPGFFtPcHAwDh48WGKZpKQkCASCQkmch4cHhgwZAgcHB9StWxdbt25Fenq6SNJQlKlTp6J3796wtraGqalpoevR0dEwMTGBp6cnLCws0KxZM4wePVqkTOfOnTF+/HjY2Nhg9uzZqF69Oq5cuQIA2LdvHzIyMrB79244OzvDw8MDmzZtwl9//YX4+HjweDy4ubkhKCgIQN64rBEjRiAzMxNPnz5FdnY2goOD0bZtWwDApk2b0LBhQ6xYsQIODg5o2LAhduzYgStXruD58+dcTLa2tli1ahXs7e1F/h2YmZnhzZs3Jb4nhBBSGVCyI0taxqWXkaSchE6fPg0tLS2oqamhU6dO6N+/PxYtWlTq8xhjAEpusTl27BgePHgALy8vfPnyRax49u3bh8WLF+Pvv/9GjRo1xHrOt5KTk9GlSxc4OjoW+1rCw8PRo0cP+Pr6ljjLKj9uNTU1kfPx8fEYPXo0bG1toaurCx0dHaSmpiI6OrrE2L5tIfpW37598eXLF9SuXRujR4/GsWPHuAHj+VxcXLifeTweTExMuLFLkZGRqF+/PjQ1NbkyrVq1glAo5Fp/2rZtyyU7V69ehYeHB5cA3b17F9nZ2dz4pIcPH+LKlStc0qqlpcUluq9eveLqaNy4cZGvR11dHenp6SW+ZkIIqQyK7wMg38+yJaBjljcYGayIAry865YtZVK9u7s7/P39wefzYWZmVmKXT0GRkZEA8qZCGxoaQk9Pj/syzWdhYQEA0NbWRlJSUqn3PHDgAH788UccOnRIpMuqevXqUFZWRny8aOtWfHw8TExMRM6lpKTA29sb2traOHbsGFRUVArVExERgfbt22PMmDGYP39+iTEZGhqCx+MVmk3m4+ODT58+Yf369bC0tISqqipcXV1L7QIsmIQUxdzcHM+ePcPFixdx4cIFjB8/Hr/99huuXr3KvZZvXxOPx4NQKCzxvgW1a9cOU6dOxYsXLxAREYHWrVvj6dOnCAoKwufPn9GkSRNoaGgAAFJTU9GtWzf8+uuvhe5TsGWquNeVmJgIIyMjsWMjhJCKQi07sqSkDHjnf5F820ry37H3yrxyMqCpqQkbGxtYWFiIneh8+fIFW7duhZubG4yMjKCkpIR+/fphz549iIkpafxR8fbv348RI0Zg//796NKli8g1Pp+Pxo0b49KlS9w5oVCIS5cuwdXVlTuXnJyMjh07gs/n4+TJk4VaYwDgyZMncHd3h4+PD5YvX15qXHw+H46OjoiIiBA5f/PmTUyePBmdO3eGk5MTVFVV8fHjR0lfdpHU1dXRrVs3bNiwAUFBQQgJCRGZ+VaSunXr4uHDh0hL+7oC982bN6GkpMR1L9WrVw/6+vpYtmwZGjRoAC0tLbRr1w5Xr15FUFAQN14HABo1aoQnT57AysoKNjY2Io/SEjcgrwWtYcOGkr0BhBBSASjZkTXH7kC/3YC2aCsFdMzyzjt2r5i4/pOQkIC4uDi8ePECBw4cQKtWrfDx40f4+/tzZVasWIGaNWuiWbNm2LFjBx49eoRXr17h2LFjCAkJgbJy8cnavn37MGzYMKxevRrNmzdHXFwc4uLiRNbImT59OrZt24Zdu3YhMjIS48aNQ1paGkaMGAHga6KTlpaG7du3Izk5mbtPbm7e4ozh4eFwd3dHx44dMX36dO76hw8fSnz9Xl5euHHjhsg5W1tb/PXXX4iMjMTt27cxePBgqKurS/zefisgIADbt29HeHg4/v33X+zZswfq6uqwtLQU6/mDBw+GmpoafHx8EB4ejitXrmDSpEkYOnQoN+Ypf9zO3r17ucTGxcUFmZmZuHTpEjdeBwAmTJiAxMREDBw4EHfv3sWrV69w7tw5jBgxgntfS3L9+nWJF2MkhJAKIfV5YHJIZlPPC/oi+Drl/Pl5mUw3L6ioqecF5U89B8B4PB7T1tZm9evXZz///DOLjY0tVD4pKYnNnTuXOTg4MFVVVaaurs5cXFzYggUL2KdPn4qtp23btlw9BR8+Pj4i5TZu3MgsLCwYn89nzZo1Y7du3Soy1m8fUVFRjDHGfH19i7xuaWlZ4vv05MkTpq6uzpKSkrhzoaGhrEmTJkxNTY3Z2tqyQ4cOMUtLS7Z27VquDIqYeh4WFlZiXceOHWPNmzdnOjo6TFNTk7Vo0YJdvHiRu/5tHYwxVr9+febr68sdlzT1PN/atWsZAHb27FnuXI8ePVi1atUKlX3+/Dnr1asX09PTY+rq6szBwYFNnTqVW06gbdu2bMqUKYVeS3BwMNPT02Pp6eklvmZCSNVWWaae8xhjRQ0mqVKSk5Ohq6vLTWeWiaw0YMV/s35+iQH4pXcTkPLRt29fNGrUCHPnzq3oUORG//79Ub9+ffzyyy8VHQohpIJlZWUVuzTHpUuX0L9/fwDArFmzMGvWrCLLqaurc+MJJSHu9zclOyinZIdUWq9fv8apU6cwadKkig5FLmRlZWHVqlWYMWOGVLr3CCHyrUWLFrh9+3aJZXg8HkpKNzQ1NfHhwweJf6eI+/1NY3ZIlWdlZUWJjgT4fD7mz59PiQ4hBEDeAqOlKSnR4fF4cHR0LHLiibRQskMIIYSQMpszZ06RS4GIizGGpUuXSrQav6Qo2SGEEEJImZmZmWHs2LElzswtjrKyMpo2bSrzmZ2U7BBCCCHku8yZMwdKSpKnFLm5uTJv1QHKuILy58+fsX37dm6l3bp162LkyJGlbrpICCGEEMWT37rzv//9T6x1uoC8Vp1GjRqVy3pdEqdh165dg7W1NTZs2IDPnz/j8+fP2LhxI6ytrXHt2jVZxEgIIYSQSk7S1p3c3FwsW7ZM5q06QBmmnterVw+urq7w9/fn+udyc3Mxfvx4BAcHi730fWVCU88JIYSQ7zd58mSxWnfyW3Vu3779XcmOzNbZUVdXx4MHD7i9ePI9e/YMDRo0EHsH7MqEkh1CCCHk+8XExMDKygrZ2dmllj137tx3d2HJbJ2dRo0acWN1CoqMjET9+vUlvR0hhBBCFIQ4M7PyZ2B16NCh3OISa4Dyo0ePuJ8nT56MKVOm4OXLl2jRogUA4NatW9i8eTNWrlwpmygJIYQQIhfmzJmDLVu2FNuVVZ5jdfKJ1Y2lpKRU6lLPQN4qiOKOwq5MqBuLEEIIkZ7ixu5Ia6xOPqmO2Xnz5o3YFVtaWopdtrKgZIcQQgiRnpLG7khjrE4+cb+/xerGkscEhhBCCCEVo6h1d/JbdcpzrE6+Mu16HhMTgxs3biAhIQFCoVDk2uTJk8W+j5+fH44ePYqnT59CXV0dLVu2xK+//ioy06tdu3a4evWqyPN++uknbNmyhTuOjo7GuHHjcOXKFWhpacHHxwd+fn6oVk28NROrUsuOUChETEwMtLW1y7W/lCguxhhSUlJgZmZWphVUCSGKqajWHWm26gBSbtkpKCAgAD/99BP4fD4MDQ1FvjB5PJ5Eyc7Vq1cxYcIENG3aFDk5Ofjll1/QsWNHREREQFNTkys3evRoLFmyhDvW0NDgfs7NzUWXLl1gYmKC4OBgxMbGYtiwYVBRUcGKFSskfXkKLyYmBubm5hUdBlFAb9++Ra1atSo6DEJIJVGwdYcxhsaNG1dIqw5QhpYdc3NzjB07FnPnzpX6X3EfPnxAjRo1cPXqVbi5uQHIa9lp0KAB1q1bV+Rzzp49i65duyImJgbGxsYAgC1btmD27Nn48OED+Hx+oedkZmYiMzOTO05OToa5uXmVaNkRCATQ09PD27dvFf61kvKR//9PUlISdHV1KzocQkglUrB1R9qtOoAMW3bS09MxYMAAmTRXCwQCACi0x9bevXuxZ88emJiYoFu3bliwYAHXuhMSEoJ69epxiQ4AeHl5Ydy4cXjy5AkaNmxYqB4/Pz8sXrxY6vHLg/yWOB0dHUp2iFRRtygh5FtmZmZYsGAB7ty5U2GtOkAZFhUcNWoUDh06JPVAhEIhpk6dilatWsHZ2Zk7P2jQIOzZswdXrlzB3Llz8ddff2HIkCHc9bi4OJFEBwB3HBcXV2Rdc+fOhUAg4B5v376V+ushhBBCCLBgwQKcOnWqQv8gkrhlx8/PD127dkVgYCDq1asHFRUVketr1qwpUyATJkxAeHg4bty4IXJ+zJgx3M/16tWDqakp2rdvj1evXqFOnTplqktVVRWqqqplei4hlUF6Vg4cF54DAEQs8YIGX+L/lQkhpMooU7Jz7tw5bsbUtwOUy2LixIk4ffo0rl27VuoAx+bNmwMAXr58iTp16sDExAR37twRKRMfHw8AMDExKVM8hJCvKLEihMg7iX9rrV69Gjt27MDw4cO/u3LGGCZNmoRjx44hKCgI1tbWpT7nwYMHAABTU1MAgKurK5YvX46EhATUqFEDAHDhwgXo6OjA0dHxu2OszFatWoWNGzciKSkJNjY2uHbtGrS1tSs6LKJg0rNyRH6mZIcQIm8k/q2lqqqKVq1aSaXyCRMmYN++fThx4gS0tbW5MTa6urpQV1fHq1evsG/fPnTu3BmGhoZ49OgRpk2bBjc3N7i4uAAAOnbsCEdHRwwdOhSrVq1CXFwc5s+fjwkTJih0V9XmzZsRGBiImzdvwtzcHI8fPy5y5hkhhBBS1Uk8QHnKlCnYuHGjVCr39/eHQCBAu3btYGpqyj0OHjwIAODz+bh48SI6duwIBwcHzJgxAz/88ANOnTrF3UNZWRmnT5+GsrIyXF1dMWTIEAwbNkxkXR5Fk5ubi+XLl2Pbtm2wsLAAj8eDi4tLkcldZmYmkpOTRR6EEEJIVSJxy86dO3dw+fJlnD59Gk5OToUGKB89elTse5W2xI+5uXmh1ZOLYmlpiTNnzohdr7x79+4d0tPTcfjwYaxZswZ6enqYOXMmRo8eXahsZZxmT2NACCGElCeJv2X09PTQu3dvWcRCxPT+/XsIBAI8f/4cr1+/xosXL9C+fXs4ODigTZs2ImXnzp2L6dOnc8f5C8ARQgghVYXEyc7OnTtlEQeRgLq6OgBg4cKFUFdXh4uLCwYMGIAzZ84USnZomj0hhJCqjnbtkzLGWKndc9/Lzs4OfD5fKtP+CSGEEEVHyY6UbN++Hc7OzlBTU4OamhqcnZ3x559/yqQuTU1N9OnTB8uXL0dmZiYiIyNx8OBBdO7cWSb1EUIIIfKMRoZKwcKFC7FmzRpMmjQJrq6uAPL27Jo2bRqio6NlMjNs8+bNGDVqFKpXr47q1atj6dKlhbqwCJGGL1m5Rf5MCCHygpIdKfD398e2bdswcOBA7lz37t3h4uKCSZMmySTZ0dPTw5EjR6R+X0IIIUTRiN2NNWzYMBw5cgSpqamyjEcuZWdno0mTJoXON27cGDk5OUU8gxBCCCHlRexkx8bGBitWrICRkRE6deoEf39/vH//XpaxyY2hQ4fC39+/0PmtW7di8ODBFRARIYQQQvKJ3Y21cOFCLFy4EO/evcPJkydx/PhxTJs2DU5OTujRowe6d++OBg0ayDDUyqXg2jU8Hg9//vknzp8/jxYtWgAAbt++jejoaAwbNqyiQiQKLFf4dcbfnahEtLE1grISzcgjhJCiSDxmp1atWhg/fjzGjx+PlJQUnD17FidOnICHhwe0tbXRrVs3jBs3Dk5OTrKIt9IICwsTOW7cuDEA4NWrVwDADRx+8uRJucdWFrSqsfwIDI+F78mv/66G77wLU101+HZzhLezaQVGRgghldN3faNpa2ujX79+6NevH3JzcxEUFISTJ08iJCRE4ZOdK1euVHQIpAoKDI/FuD2h+HYlpzhBBsbtCYX/kEaU8BBCyDek9ue7srIy2rdvj/bt20vrlkRBpWfliPxMrUjiyRUyLD4VUSjRAQAGgAdg8akIdHA0oS4tQggpgL5lpCAjIwMbN27ElStXkJCQAKFQKHI9NDS0giIjiuROVCJiBRnFXmcAYgUZuBOVCNc6huUXGCGEVHKU7EjBqFGjcP78efTp0wfNmjUr160bQkJC0KpVKyxZsgTz588vt3q/By1SVzYJKcUnOmUpRwghVQUlO1Jw+vRpnDlzBq1atSrXeoVCIaZNm4amTZuWa72kYtTQVpNqOUIIqSoo2ZGCmjVrQltbu9zr3bp1K5o3bw6BQFBsmczMTGRmZnLHycnJ5REakYFm1gYw1VVDnCCjyHE7PAAmumpoZm1Q3qERQkilVqZk59KlS7h06VKR41N27NghlcDkyerVqzF79mxs2bIFlpaW5VLnp0+fsG7dOty6dQtTp04ttpyfnx8WL15cLjER2VJW4sG3myPG7QkFDxBJePI7Tn27OUp9cHLBNX3Coj/DTE+DBkATQuSKxLueL168GB07dsSlS5fw8eNHfP78WeRRFTVp0gQZGRmoXbs2tLW1YWBgIPKQhXnz5mHq1KnQ09MrsdzcuXMhEAi4x9u3b2USDykf3s6m8B/SCDV0VEXOm+iqyWTaeWB4LPr+cYs7nnzgIVr/ehmB4bFSrYcQQmRJ4padLVu2ICAgAEOHDpVFPHJp4MCBeP/+PVasWAFjY2OZD1AOCwvD3bt3sXnz5lLLqqqqQlVVtdRy5YlaCr6Pt7MpWtlUR71F5wEAASOaymQFZVrThxCiKCROdrKystCyZUtZxCK3goODERISgvr165dLfVevXsWzZ89Qs2ZNAIBAIEC1atXw6tUr7Ny5s1xiKKvA8FgsOPF19d/JBx7C7+wzWv1XQgUTm2bWBjLpuhJ3TR9CCKnsJO7G+vHHH7Fv3z5ZxCK3HBwc8OXLl3Krb8yYMXj58iUePHiABw8eoHv37pgwYQLWrl1bbjGURX5LwYeUTJHz+S0F1DVSeUiypg8hhFR2ErfsZGRkYOvWrbh48SJcXFygoqIicn3NmjVSC05erFy5EjNmzMDy5ctRr169Qu+Jjo6OVOvT0NCAhoYGd6yurg4tLa1Sx+9UJFr9V75IsqaPk5FK6QUJIVVTVhqwwizv519iAL5mhYQhcbLz6NEjbnfz8PBwkWvluZheZeLt7Q0AhbbKYIyBx+MhN1e2C+cFBATI9P7SQKv/ypfqWuKN8xK3HCGEVCSJkx3aALMwek9KR6v/ypmimuC+pxwhhFSg71pU8N27dwCAWrVqSSUYedW2bduKDqHSo9V/5cvHtMzSC3Hl+LINhhBCvpPEA5SFQiGWLFkCXV1dWFpawtLSEnp6eli6dGmhBQYJyZe/+m9xHZ08AKa0+m+lQckpIUSRSJzszJs3D5s2bcLKlSsRFhaGsLAwrFixAhs3bsSCBQtkESNRAPmr/xbX68Egm9V/SdnkJ6cloeSUECIvJO7G2rVrF/788090796dO+fi4oKaNWti/PjxWL58uVQDJISUP2UlHrrXN8Uf16KKLdO9viklp4QQuSBxy05iYiIcHBwKnXdwcEBiYtVacyM9Pb2iQ5Cagqsa34lKFDmW1v0Xn4oo9nr+1HNp10vKJlfIcPJhyesenXwYS58XIUQuSJzs1K9fH5s2bSp0ftOmTeW2gnBlUb16dXTt2hVbt25FXFxcRYdTZoHhsfBcc5U7Hr7zrtT3P6JF6uRLaZ8XQJ8XIUR+SJzsrFq1Cjt27ICjoyNGjRqFUaNGwdHREQEBAfjtt99kEWOl9fTpU3h5eeHvv/+GlZUVmjdvjuXLl+Px48cyrTczMxMjR46EhYUFdHR00KJFC4SEhJTpXvmrGscny3ZVY5p6Ll/o8yKEKBKJk522bdvi+fPn6NWrF5KSkpCUlITevXvj2bNnaNOmjSxirLQsLCwwadIkXLx4EfHx8Zg6dSoeP36MNm3aoHbt2pg6dSouX74s9UUFc3JyYGVlhRs3biApKQlTp05Ft27dkJqaKtF9SlvVGJBe1xLN7pEv9HkRQhQJjzFW5Tvdk5OToaurC4FAIJWtHbKzsxEUFISTJ0/i5MmTSElJwcaNGzF48GApRFs0MzMznDp1Co0bNxY5n5mZiczMr602ycnJMDc3h0AgwJMP2Ri47Vap994/usV3r2qcK2RovOwCktKziy2jp6GC+/M70KDXSiBXyND618uIE2QUmQzzAJjoquHGbA+kpaZI9f8fQogCkfF2EeJ+f4s1G+vRo0dwdnaGkpISHj16VGJZFxcXySJVQCoqKujQoQM6dOiAjRs3IiwsDDk5OTKr78WLF0hMTISNjU2ha35+fli8eHGRz6tsXRWU4lQe+UsFjNsTWuha/udESwUQQuSFWMlOgwYNEBcXhxo1aqBBgwbg8XgoqkGoPPaBkkcNGzaU2b2/fPmCIUOGYO7cudDV1S10fe7cuZg+fTp3nN+yA5RvV8WdqMQSW3UA4HN6Nu2NVYl4O5vCf0gjLDjxRGSnehNdNfh2c4S3s2kFRkcIIeITK9mJioqCkZER9zOpHLKzs9G3b1/Y2Nhg4cKFRZZRVVWFqmrRmzXmLxxXWleFNBaOq2ytSEQ83s6mcDDRRrvf82brbRhQH11calKLDiFErog1QNnS0pLb0fzNmzeoWbMmt1VE/qNmzZp48+aNTIMlXwmFQgwdOhQ8Hg+7du0q047z+V0VQOEuJGl3VdCAV/lV8PNvaKFPiQ4hRO5IPBvL3d29yMUDBQIB3N3dpRIUKd1PP/2E2NhYHDp0CNWqlX0/1/yuiho6oq0/Jrpq8B/SSGpdFbQ3FiGEkIoicbLDGCuyFeHTp0/Q1JTuKGtStDdv3uDPP//EnTt3UL16dWhpaUFLSwvXr18v0/28nU1xcfrXndsDRjTFjdkeUh2TUbAV6Vs04JUQQogsid0k0Lt3bwB5g5CHDx8uMg4kNzcXjx49QsuWLaUfYSXVsGFDsbuOQkMLz2j5HpaWlkUOEP8eBZOMZtYGMkk6aMArIYSQiiB2spM/04cxBm1tbairq3PX+Hw+WrRogdGjR0s/wkqqZ8+eFR2CXKIBr4QQQsqb2MnOzp07AQBWVlb4+eefoaGh8d2V+/n54ejRo3j69CnU1dXRsmVL/Prrr7C3t+fKZGRkYMaMGThw4AAyMzPh5eWF//3vfzA2NubKREdHY9y4cbhy5Qq0tLTg4+MDPz+/7xrLUhpfX1+Z3VvR0YBXQggh5UniMTvDhg3D+/fvC51/8eIFXr9+LdG9rl69igkTJuDWrVu4cOECsrOz0bFjR6SlpXFlpk2bhlOnTuHQoUO4evUqYmJiuC41IK8LrUuXLsjKykJwcDB27dqFgICAYqdiE0IIIaRqkTjZGT58OIKDgwudv337NoYPHy7RvQIDAzF8+HA4OTmhfv36CAgIQHR0NO7fvw8gb4bX9u3bsWbNGnh4eKBx48bYuXMngoODcetW3jYH58+fR0REBPbs2YMGDRqgU6dOWLp0KTZv3oysrCxJX16Z5Obm4vfff0ezZs1gYmICAwMDkQchhBBCKo7EyU5YWBhatWpV6HyLFi3w4MGD7wpGIBAAAJcg3L9/H9nZ2fD09OTKODg4wMLCgtvlOyQkBPXq1RPp1vLy8kJycjKePHlSZD2ZmZlITk4WeXyPxYsXY82aNejfvz8EAgGmT5+O3r17Q0lJCYsWLfquexNCCCHk+0ic7PB4PKSkpBQ6LxAIvmurCKFQiKlTp6JVq1ZwdnYGAMTFxYHP50NPT0+krLGxMeLi4rgyBROd/Ov514ri5+cHXV1d7pG/fUJZ7d27F9u2bcOMGTNQrVo1DBw4EH/++ScWLlzItUCRipGelQOrOf/Aas4/SM+S3f5khBBCKi+Jkx03Nzf4+fmJJDa5ubnw8/ND69atyxzIhAkTEB4ejgMHDpT5HuKaO3cuBAIB93j79u133S8uLg716tUDAGhpaXEtVF27dsU///zz3fESQgghpOwkTnZ+/fVXXL58Gfb29hgxYgRGjBgBe3t7XLt2Db/99luZgpg4cSJOnz6NK1euoFatWtx5ExMTZGVlISkpSaR8fHw8TExMuDLx8fGFrudfK4qqqip0dHREHt+jVq1aiI2NBQDUqVMH58+fBwDcvXu32H2pvteHDx/QpUsXaGpqwt7eHpcuXZJJPYSo85WL/JkQQuSFxHOzHR0d8ejRI2zatAkPHz6Euro6hg0bhokTJ0o8GJcxhkmTJuHYsWMICgqCtbW1yPXGjRtDRUUFly5dwg8//AAAePbsGaKjo+Hq6goAcHV1xfLly5GQkIAaNWoAAC5cuAAdHR04Oha9Yq+09erVC5cuXULz5s0xadIkDBkyBNu3b0d0dDSmTZsmkzonTJgAExMTfPjwARcvXkS/fv3w4sULsT+DtLQ0KCt//eJKz8qBMCuDu8ayZTdtX5idwdUlzM5Agcl3Uleer0tRpaVliLyH6rzcb67L8AMkhBAp4DFpL8UrgfHjx2Pfvn04ceKEyNo6urq63KKF48aNw5kzZxAQEAAdHR1MmjQJALgZYbm5uWjQoAHMzMywatUqxMXFYejQofjxxx+xYsUKseJITk6Grq4uBALBd7fyAHmDpkNCQmBra4tu3bp99/2+lZqaCgMDA/z7779cS1i7du3g4+ODESNGiJTNzMxEZubX1YqTk5O/e4wSIUWR1v8/hBAFkpUGrDDL+/mXGIAv3W2lxP7+ZmVw7do1NnjwYObq6srevXvHGGNs9+7d7Pr16xLdB0CRj507d3Jlvnz5wsaPH8/09fWZhoYG69WrF4uNjRW5z+vXr1mnTp2Yuro6q169OpsxYwbLzs4WOw6BQMAAMIFAIFH8FSU0NJTp6+uLnJs4cSKbMWNGobK+vr7Fvs/0oIc0H/Ly/w8hpBxlpjLmq5P3yEyV+u3F/f6WuE3/yJEjGDp0KAYPHozQ0FCu1UAgEGDFihU4c+aM2PdiYjQqqampYfPmzdi8eXOxZSwtLSWqV9p2795d4vVhw4ZJtb7U1NRCGayOjg4+ffpUqOzcuXMxffp07ji/ZScmJkbkHulZOWi89CIA4P4CT2jwZdfdo6h1KaqPqRlo82sQAOD67HaorqUmcj05ORlmZmYVEBkhhIhH4t/8y5Ytw5YtWzBs2DCRmVOtWrXCsmXLpBqcvJgyZYrIcXZ2NtLT08Hn86GhoSH1ZEdLS6vQ2kDJycnQ0tIqVFZVVbXIQdKampoiu9TzVHKgxFfjrskyKVDUuhQVT0WVew+N9HULvYffs+QEIYSUB4lnYz179gxubm6Fzuvq6haaNVVVfP78WeSRmpqKZ8+eoXXr1ti/f7/U67O1tUVqaqrIth3h4eFwcnKSel3yLlf4tfXwTlSiyDEhhJCqQeJkx8TEBC9fvix0/saNG6hdu7ZUglIEtra2WLlyZaFWH2nQ0tJCjx494Ovriy9fvuD06dN49OgRevToIfW65FlgeCw811zljofvvIvWv15GYHhsBUZFCCGkvEmc7IwePRpTpkzB7du3wePxEBMTg71792LmzJkYN26cLGKUW9WqVUNMTIxM7v2///0PMTExMDQ0xPTp03Hw4EHah6uAwPBYjNsTivjkTJHzcYIMjNsTSgkPIYRUIRIPYJgzZw6EQiHat2+P9PR0uLm5QVVVFTNnzuSmhVc1J0+eFDlmjCE2NhabNm0qch8xaTAyMqrQQdmVWa6QYfGpCBTVYcUA8AAsPhWBDo4mUFbilXN08keDXw2vV3ap6DAIIaTMyrzOTlZWFl6+fInU1FQ4OjoWOThWXnzvOjtKSqINZDweD0ZGRvDw8MDq1athamoqrVC/m7TXFKqMQl59wsBtpe9Jtn90C7jWMSyHiBRbVfg3RQgpo0qyzk6Zp6bw+Xw4OjoiOTkZFy9ehL29PerWrVvW28k1oVBY0SGQAhJSMqRajhBCiHyTeMxOv379sGnTJgDAly9f0LRpU/Tr1w8uLi44cuSI1AMkRFI1tNVKLyRBOUIIIfJN4pada9euYd68eQCAY8eOQSgUIikpCbt27cKyZcu4PawUXcGF+kqzZs0aGUZCvtXM2gCmumqIE2QUOW6HB8BEVw3NrGlANyGEVAUSJzsCgYCb9RMYGIgffvgBGhoa6NKlC37++WepB1hZhYWFiRyHhoYiJyeH2+Pr+fPnUFZWRuPGjSsivCpNWYkH326OGLcnFDxAJOHJH47s282RBicTQkgVIXGyY25ujpCQEBgYGCAwMJBbRfnz589QU6s63QJXrlzhfl6zZg20tbWxa9cu6OvrA8h7P0aMGIE2bdpUVIhVmrezKfyHNILvySci089NdNXg280R3s6VZ9A4IYQQ2ZI42Zk6dSoGDx4MLS0tWFhYoF27dgDyurfq1asn7fjkwurVq3H+/Hku0QEAfX19LFu2DB07dsSMGTMqMLqqy9vZFK1sqqPeovMAgIARTdHG1khmLTrpWTlwXHgOABCxxIu2piCEkEpC4gHK48ePx61bt7Bjxw7cvHmTm3Zdu3btKrs3VnJyMj58+FDo/IcPH5CSkiLVup49e4Zu3brByMgI1atXR+/evWW2cKEiKJjYNLM2oK4rQgipgiROdgCgcePG6NWrFx4+fMjtet6lSxeZLaBX2fXq1QsjRozA0aNH8e7dO7x79w5HjhzBqFGj0Lt3b6nWJRAI0Lt3bzx//hzv379HrVq1MHz4cKnWQQghhCiS72pn79SpEx48eFDl98TasmULZs6ciUGDBiE7OxtA3lYRo0aNwm+//SbVupo1a4ZmzZpxxxMnTixxEHRmZiaXkAIotFs6kZ5vNx2VZZcZIYQQ8ZWpZSdfGRdfVjgaGhr43//+h0+fPiEsLAxhYWFITEzE//73P2hqSne1yG9du3atxN3O/fz8oKuryz3Mzc1lGk9VRZuOEkJI5fVdyQ4RpampCRcXF7i4uMg8yQGAly9f4pdffsGKFSuKLTN37lwIBALu8fbtW5nHVdXQpqOEEFK5fVc31h9//AFjY2NpxSJXevfujYCAAOjo6JQ6Lufo0aNi37d169a4efNmkdfmzZvHDQKPiYlBx44dsXTpUnh4eBR7P1VVVaiqqopdP5EMbTpKCCGV33clO4MGDUJycjKOHz9e5fbG0tXVBY/H436Wlhs3bpRa5uPHj/D09MSYMWPw008/Sa1uRSTrHbvvRCUiVlD8HlsMQKwgA3eiEmnTUUIIqSASJzv9+vWDm5sbJk6ciC9fvqBJkyZ4/fo1GGM4cOBAldkuYufOnUX+LGvJycnw8vJC165dMWfOnHKrlxSNNh0lhJDKT+IxO9euXeNWBT527BgYY0hKSsKGDRuq7Do7X758QXp6Onf85s0brFu3DufPn5d6XceOHUNoaCj+97//QUtLi3uQikGbjhJCSAmEuV9/fhMselyOJE52Stob68WLF1IPUB706NEDu3fvBgAkJSWhWbNmWL16NXr06AF/f3+p1uXj4wPGGFJTU0UepGLkbzpa3GgcHgBT2nSUEFIVRZwENn9dKgV7+wDrnPPOlzOJk538vbHS0tIQGBiIjh07Aqh6e2MVFBoayrV2HT58GCYmJnjz5g12796NDRs2VHB0RJbyNx0FUCjhoU1HCSFVVsRJ4O9hQMo3s1GTY/POl3PCI3Gyk783Vq1atWBmZkZ7YwFIT0+HtrY2AOD8+fPo3bs3lJSU0KJFC7x586aCoyOylr/paA0d0VlvJrpq8B/SiDYdJYRULcJcIHA2UOw8VQCBc8q1S6tMe2OFhIRgx44duHHjBu2NBcDGxgbHjx/H27dvce7cOa61KyEhATo6OhUcHSkP3s6muDi9LXccMKIpbsz2oESHEFL1vAkGkkvas5EBye/zypWTMk09b9KkCZo0aQIAyM3NxePHj9GyZUuRXb+rkoULF2LQoEGYNm0aPDw84OrqCiCvladhw4YVHB0pL7TpKCGEAEiNl245KShTN9b27dsB5CU6bdu2RaNGjWBubo6goCBpxycX+vTpg+joaNy7dw/nzp3jzrdv3x5r166twMgIIYSQcqYl5mLD4paTAomTncOHD6N+/foAgFOnTiEqKgpPnz7FtGnTMG/ePKkHKC9MTEygra2NCxcu4MuXLwCApk2bwsHBoYIjI+UlfwHD1yu7QIP/Xet1EkKI/LJsCeiYofC0jXw8QKdmXrlyInGy8/HjR5iYmAAAzpw5g759+8LOzg4jR47E48ePpR6gPPj06RPat28POzs7dO7cGbGxeaPPR40ahRkzZlRwdIQQQkg5UlIGvH/976CYeareK/PKlVdIkj7B2NgYERERyM3NRWBgIDp06AAgb0aSsnL5BV6ZTJs2DSoqKoiOjoaGhgZ3vn///ggMDJRZvStXrgSPxxNriwlCCCGk3Dh2B/rtBrRNRM/rmOWdd+xeruFI3NY+YsQI9OvXD6ampuDxePD09AQA3L59u8p22Zw/fx7nzp1DrVq1RM7b2trKbOr5+/fvsX//fpia0mwfQgghlZBjd6B2O2Cled7x4MNAHY9ybdHJJ3Gys2jRIjg7O+Pt27fo27cvt6O2srJyld2rKS0tTaRFJ19iYqLMdhyfMWMGFi1ahGnTppVYLjMzE5mZmdxxcnKyTOIhhBBCCimY2Fi2rJBEByhDNxaQN/to2rRpIi0ZPj4+6NGjh9QCkydt2rThtosAAB6PB6FQiFWrVsHd3V3q9QUFBeHjx4/o1atXqWX9/Pygq6vLPczNzaUeDyGEEFKZlWnKyNWrV/H7778jMjISAODo6Iiff/6Z2zKhqlm1ahXat2+Pe/fuISsrC7NmzcKTJ0+QmJiImzdvSrWunJwcTJs2DX/99ZdY5efOnYvp06dzx8nJyZTwEEIIqVIkbtnZs2cPPD09oaGhgcmTJ2Py5MlQV1dH+/btsW/fPlnEWOk5Ozvj+fPnaN26NXr06IG0tDT07t0bYWFhqFOnjkT3at26NXg8XpGP+fPnY/PmzWjdujWcnZ3Fup+qqip0dHREHoQQQkhVwmOMFbV5RbHq1q2LMWPGFBorsmbNGmzbto1r7ZEnycnJ0NXVhUAgkDgZyM7Ohre3N7Zs2QJbW1sZRfhVz549ce3aNfD5fADAhw8foKenh5UrV2L06NGlPv97XishRaF/U4SQYmWlASvM8n7+JQbga0r19uL+/pG4G+vff/9Ft27dCp3v3r07fvnlF0lvJ/dUVFTw6NGjcqsvICAAGRkZ3HHTpk2xefNmblYcIYQQQkRJ3I1lbm6OS5cuFTp/8eLFKjsWZMiQIdwWGrKmp6cHExMT7qGsrAwDA4MiZ4MRQgip5LLSgEW6eY+stIqORmFJ3LIzY8YMTJ48GQ8ePEDLlnlLPd+8eRMBAQFYv3691AOUBzk5OdixYwcuXryIxo0bQ1NTtJluzZo1Mqv79evXMrs3IYQQoggkTnbGjRsHExMTrF69Gn///TeAvHE8Bw8erLJTz8PDw9GoUSMAwPPnz0Wu8Xi08zUhhBBSkSRKdnJycrBixQqMHDmStigo4MqVKxUdAiGEEPL9ZDyguKJINGanWrVqWLVqFXJycmQVDyGEEEKIVEk8QLl9+/a4evWqVCq/du0aunXrBjMzM/B4PBw/flzk+vDhwwutNePt7S1SJjExEYMHD4aOjg709PQwatQopKamSiU+QgghhMg/icfsdOrUCXPmzMHjx4+LHIzbvbv4O5mmpaWhfv36GDlyJHr37l1kGW9vb+zcuZM7/navqcGDByM2NhYXLlxAdnY2RowYgTFjxlTZBQ4JIYQQIkriZGf8+PEAip5hxOPxkJubK/a9OnXqhE6dOpVYRlVVFSYmJkVei4yMRGBgIO7evYsmTZoAADZu3IjOnTvj999/h5mZmdixEEIIIUQ2GGMAY6ioKTsSd2MJhcJiH5IkOuIKCgpCjRo1YG9vj3HjxuHTp0/ctZCQEOjp6XGJDgB4enpCSUkJt2/fLvaemZmZSE5OFnkQQgghRLrevnuHNSGZ6LQ3HW/evKmwOMq063l58fb2xu7du3Hp0iX8+uuvuHr1Kjp16sQlVXFxcahRo4bIc6pVqwYDAwPExcUVe1953wk8JSUFP/74IwwMDKCnp4dhw4ZVdEiEEEIIJzU1FbNnz4Zzw6aYcT4T517l4sy58xUWj8TdWJMnT4aNjQ0mT54scn7Tpk14+fIl1q1bJ63YMGDAAO7nevXqwcXFBXXq1EFQUBDat29f5vvK+07gI0eOhIWFBV6/fg11dXWEh4dXdEiEEEIIcnJysG3bNixbtgwxMTEAAFMtHpZ5qMK1rVuFxSVxsnPkyBGcPHmy0PmWLVti5cqVUk12vlW7dm1Ur14dL1++RPv27WFiYoKEhASRMjk5OUhMTCx2nA+QNw7o24HO8iIiIgL379/HgQMHoKysDABo2LBhseUzMzORmZnJHQsEAgCgrjsiNfn/liTcU5gQokAYYzh9+jTmzJmDiIgIAHl7RzZtVB/nPZ5Bk89DnJ5ehcUncbLz6dMn6OrqFjqvo6ODjx8/SiWo4rx79w6fPn2CqakpAMDV1RVJSUm4f/8+GjduDAC4fPkyhEIhmjdvLtNYKsrdu3dha2sLHx8fnD17Fra2tlizZg23dce3/Pz8sHjx4kLn5akli8iHlJSUIn83EEIU27179zBt2jTcvHkTjDHweDw4OzvD3NwcptV1ocnP21mgpEYIWZM42bGxsUFgYCAmTpwocv7s2bOoXbu2RPdKTU3Fy5cvueOoqCg8ePAABgYGMDAwwOLFi/HDDz/AxMQEr169wqxZs2BjYwMvLy8AedtUeHt7Y/To0diyZQuys7MxceJEDBgwQGFnYr1//x7nz5/Hn3/+iZ07d+LIkSPo3r07Xr58Cb0isuZvu+yEQiESExNhaGhYaCuL/O68t2/fQkdHR6avg+pSnLoYY0hJSVHY/+cIIUV7/fo1ZsyYgZMnT3KLDdvY2MDGxgb6+vpo2LAhunm3B478U8GRliHZmT59OiZOnIgPHz7Aw8MDAHDp0iWsXr1a4i6se/fuwd3dXeTeAODj4wN/f388evQIu3btQlJSEszMzNCxY0csXbpUpAtq7969mDhxItq3bw8lJSX88MMP2LBhg6Qvq9Jo3bo1bt68WeS1efPmwdDQEFZWVhg1ahSAvHFNy5cvx+3bt7kksKCiuuyKSooK0tHRkfmXJ9WlWHVRiw4hVYdAIMDcuXMREBCAL1++AADMzMzg5OQEXV1dODk5oWvXrmjUqBGUcr5UcLR5JE52Ro4ciczMTCxfvhxLly4FAFhZWcHf31/iWUHt2rUrsZ//3Llzpd7DwMBAoRYQLG3PsQsXLhRqkaHNRgkhhMhaVlYWfv31V6xduxafP38GkPcd7OLiAn19fdjY2KBLly5wdXUFn8+v4GhFSZzsAHk7n48bNw4fPnyAuro6tLS0pB0XKUZ+grhr1y4MGTIEx44dQ2xsrMKOUSKEEFKxhEIhdu7ciUWLFuHdu3cAAA0NDTRs2BDVq1eHhYUFOnXqBDc3t0K7KlQWZUp28hkZGUkrDiImFRUVnDhxAqNGjcKECRNgb2+P48ePl9o1JQ5VVVX4+vqWy0w1qovqIoRUbowxBJ49i5kzZ4rMsKpfvz6MjY1Rq1YteHp6on379tDX16/gaEvGYzRfFMnJydDV1YVAICi3sQ+EEEIIstKAFf8N7v8lBuBXcMvIf/FEC4QYcrcebgTf4mZYOTk55c2wMjVF27Zt0bFjx9JnWMn49Yn7/f1dLTuEEEIIURzPnr+Af2AG/O9lISs3BEDeDKvatWvDxMQErq6u6NSpEywtLSs4UslQskMIIYRUce/fv8eMGTNw9MgRZP83jdzSvBbq2NrBxMQETZo0QefOnWFnZyeXk2Io2SGEEEKqqM+fP2POnDnYvXs3MjIyAABNzJTg114Nf2U3R936eUmOs7MzlJQq9XaaJarUe2MRQgghRPq+fPkCX19f+Pv7IzU1FUDeNPKGTna44P4EPB4P5k3dYdNxNJRVKtc08rKQOE07cuQIWrVqVeh8y5YtcfjwYakERYi0RUZGQigUyryeb/ciI4SQyiQ7OxvLly9HzZo18dtvvyE1NRU6OjpwdXXFnB6OOOL+huumsr/7C5Q31gciCu+HKW8kTnYqcm8sInuMMVy7dk3q901JSeF+joyMxOnTpwtt4ipL7du3x6dPn6R6z//97394/jxvz5eYmBh4enpCQ0MDWlpa6NixI2JjY6VaX0FRUVHYtm0btm3bhn///Vfq98/NzcXly5exceNGrFy5Env27MGzZ8+kXg8hpHwIhUJs2rQJFhYWmD9/Pj5//gwNDQ00bdoUHh4eGNu2JmZaPIIOL030icmxwN/D5D7hkTjZyd8b61tl2RuLVD5ZWVkiW3h8r1u3bsHY2Bh6enqYOHEi9u7diwEDBmDWrFmwtbUtdcVoSamoqIDP5xd6xMXFwczMTKqrei5dupTbD2rixIlwcnLChw8fEB8fDycnJ/z0009Sq6t9+/YICwsDAJw6dQoNGjTAqVOncPr0aTRu3BinT5+WWl3h4eGws7PD2LFjsWHDBsyfPx979uyBt7c3Bg4ciLS0tNJvQkhllJUGLNLNe2RVwn/HWelSj08oFGL37t2oU6cOJk2ahLi4OPD5fDRs2BCenp5o06YNxo/7CUOqPwYPQOGhx/+tThM4BxDmSiWmilChe2ORirF79+5ir2VlZUm1rmnTpuHPP/+EkpISunfvDk9PTzx8+BAAsH79esybNw9Xr16VWn2enp5ITU3Fr7/+ipo1awLIa61q1qwZzpw5I9WFMFNTU6Gurg4AuHnzJt6+fcslU6tWrYKxsbHU6goNDUWDBg0AAAsWLMCpU6fg5ubG1T1mzBh07dpVKnX9+OOP8PX15bZ/2b59Oy5fvoyXL19i+vTpmDp1KrZt2yaVugghsvP3339j/vz5ePHiBQCgWrVqqFu3LiwsLGBjYwNvb2+0bt0aWh/CgOCSWqIZkPweeBMMWLcpn+ClrEyLCvr7+2P58uWIiYkBkLc31qJFiyTeG6uyqGqLCiorK6NNmzbcF3VBQqEQFy9eRG6udDJ4fX19bg8VNTU1pKamolq1vBw7KysLpqamUu9eOnHiBObPn49BgwZh5syZUFFRgampKR4+fIgaNWpIrR4vLy+MGDECAwYMQMuWLbFp0yY0atQIAPDo0SP06NEDUVFRUqnLxMQEkZGR0NfXh5GREWJjY7n3MTc3F3p6eiJdhd9DV1cXSUlJXL99Tk4OTE1N8eHDBwgEAtSuXVvqnxkh5aKyLeAHiMY08yXwu03ez98R34kTJ/DLL79wqx4rKSnBwcEBlpaWsLGxQceOHeHm5vb1++7xYeDIqNJv/MN2oF4fyYKR50UFaW8s+Va3bl3MmzcPHTp0KHQtIyMDGhoaUquLz+dDKBRCSUkJHTp04L6ggbwWF2klVQX16NED3t7eWLlyJRo2bIilS5fKZF2IjRs3onPnzjh79iyaNWsGT09P9OrVCzweDydPnsTmzZulVtfQoUMxceJE/PHHHxg6dCj8/Pwwf/58MMawcuVKqe6NZmtri1OnTqF79+4A8n5xWltbAwC0tLSQ898aHISQyuXs2bOYM2cOHj16BCAvybGzs+OSnA4dOqBt27aFtxfSErMVWtxylRDtjVUF9e3bFx8+fCjyWrVq1eDj4yO1upo2bYpnz56hbt26OHXqlMi1S5cuwdHRUWp1FZS/l5OPjw+mT5+OjIwMqa8RYWdnhydPnmDnzp24c+cOmjZtik+fPsHZ2RnXrl2Dg4OD1OpauXIl5syZw61iGh4ejuXLlwPIe4/3798vtbrWrl2LXr16wcrKCowxvH79GsePHwcAPH78GF5eXlKrixDy/S5duoRZs2YhNDQUAMDj8bgkp06dOlySY2BgUPQNLFsCOmZ5g5FRVGcPL++6ZUuZvQZZE6sbq1GjRrh06RL09fXRsGHDEv9Kzn+z5UlV68aqLF6/fg3GGNdqQEr3+fNnPH78GO/fv4e6ujqcnZ1hY2Mjk3qCg4MBAK6ursX/kiREnkjapVIe3V7f0Y117do1/Pzzz7hz5w6AvCTHxsYGVlZWsLGxQfv27dGuXTsYGhqWHkfEybxZVwBEE57/vu/77QYcu4v/uvLJUzdWjx49uN2Oe/ToIZdLRZPKx8rKqlzrEwqF2LNnT7mMLZNVXfr6+tzAZFnS19dHly5dZF4PIVVewRlO0bfEekpISAhmzJiBkJC8vat4PB5q164Na2tr2NrawsPDA+3atUP16tXFj8Oxe15Cc3YWkFJgsLKOGeC9smyJTiVCu56DWnYKys7OhpeXFy5fvqxQdQF5C/5paGjIZJxQRdalyJ8ZIVJV2Vp2Ik4WTi7yFVHf7du38fPPP+P69evcOWtra9SuXRt2dnZlS3K+lZEMrDTP+3nwYaCOB6CkXPb7yVPLTkG1a9fG3bt3CzWLJSUloVGjRjJZ4IyUH6FQKNWp4OVd15IlS4q9lp2dLbd1lUTePzNCFIq4X+5ct1Ex7Q1PzwAufQEAN27cwJw5c3Dz5k3ucv54HHt7e+kkOfkKJjaWLb8v0alEJE52Xr9+XeRfq5mZmXj37p1UgiKyVdLij9LeUqE86wKAZcuWoU+fPkWu8i3tVpbyrEuRPzNCqhxhLhA4G8UmOgBwcSGuJhpiztx5uHXra/dWfpLj4OAAT09PuLm5iTcmp4oTO9k5efLrUtHnzp0T+QWfm5uLS5cu0UBTOZGUlIQNGzbA1ta20LXMzEyprqBcnnUBQL169TBo0KAiF9jLyMjAn3/+KZd1KfJnRkiV8yYYSI4puUxyDHyHd8StN3l/OFlZWRVKcmjigPjETnZ69uwJIG8g1LdTk1VUVGBlZYXVq1dLNTgiG02bNkVOTk6Ra7NkZmZCmsO4yrMuABg9enSxrQ8qKirw9fWVy7oU+TMjpMpJjRerWE1tJVhb5612XLduXXTo0AGtW7cuvE4OKZXYyU7+L3Vra2vcvXtXOn2DpEKsW7cOKioqRV5TVVWV2qq/5V0XAIwdO7bYa8rKylJNQMqzLkX+zAipcsRcnG9zd20czaoPU48xaNWqVZWfQPM9JB6zU9QvuqSkJMo05UjdunVLvG5paSmXdSky+swIUSCWLcF0zIDkmCI23vxKVyUHI1SugGc5AqBE57tIvKTsr7/+ioMHD3LHffv2hYGBAWrWrMlt8EgIIYRUOgXXtHkTXCG7eAuFQuz6aw8mnEoFYwzCErqFuV3I5XzH8cpA4mRny5YtMDfPm4N/4cIFXLx4EYGBgejUqRN+/vlnqQdICCGEfLeIk8DmZl+P9/YB1jnnnS8HWVlZWL9+PczNzTF8+HD4B71Dv8OZ+JxR2tdwgR3HSZlJ3I0VFxfHJTunT59Gv3790LFjR1hZWUl1M0JCCCFEKopb0yY5Nu98WbdCEENaWhp+//13bNy4EZ8+fQKQN4GhTp06ENrXRYimCroKA0u/kZiDmknRJE529PX18fbtW5ibmyMwMBDLli0DILsdrAmRRFpaGgBAUzNvIS+hUIg///wT4eHhaN68OQYPHiyXdRFCyqjENW0YAF5eN5FDF6kuoPf5C8OyWXOwdXsAUlNTAQBqamqoU6cOnJyc0KxZM3h6esJZLQ7YL0ayI8c7jlcGEic7vXv3xqBBg2Bra4tPnz6hU6dOAICwsDCZbEhIpK+klX/zLVy4UO7qAoD+/ftj4MCBXKIxbdo07NmzBx4eHpg+fTrevn2LOXPmyF1divyZESJTpa5pU6CbyLrNd1cXExOLteczsOV+FlKzNgHI+4PIxsYG9erVQ8uWLeHu7g57e/u8fSYzSlufTs53HOdrAosEFR2F5MnO2rVrYWVlhbdv32LVqlXQ0tICAMTGxmL8+PFSD5BI36JFi2BnZ4d27drJfFPX8qwLAO7du4d9+/YByFvYb8eOHTh16hTatWuH+/fvY+DAgVJLQMqzLkX+zAgpM3G2ZhC3++c7u4levHiBX375BcePHUPOf70cero6sLG1g4uLC9q0aYN27drB0tJS9P8rkdYkHorccdx7pcJs21BRJE52VFRUMHPmzELnp02bJpWAiOwFBARg3759CAwMRP/+/TF48GC4uLjIfV1AXtKRvxbF3bt3oaqqinbt2gEAGjdujLi4OLmsS5E/M0JkSszunyfJ6nAQMigrSZbg37t3D/PmzcOFCxe4BTdbmStjbms+Luj1Ryv3DmjTpg1MTEzEizW1wO8NBdlxvDKQeDZWvoiICAQGBuLkyZMiD1L5DRs2DIGBgbh9+zbMzMwwatQouLi4YNWqVRAIpNvcWJ51AXlrwAQH581aOH36NJd8AMCnT5+gpqYml3Up8mdGiExZtsxLGopZ0UbIgBhmiG6nhGj962UEhhexA/k3GGM4deoUmjZtiqZNm+L8+fNgjKFGjRrwbNsaN0ZqooudCnwX+aJv377iJToAMKbAJruDDwNTH1OiIy1MQq9evWIuLi6Mx+MxJSUlxuPxuJ+VlJQkvV2lIBAIGAAmEAgqOpQKkZiYyKZPn86UlZXZ5cuX5bquo0ePMn19febq6srU1dVZcHAwd23Hjh2sS5cuclnXtxTpMyOkzDJTGfPVyXtkphZf7skJxnx1/3vocI/chXmPMXMXMsvZp5nl7NPMavZpdvZxTJH3z8zMZFu2bGHW1tYMef1NjMfjMTMzM9ahQwc2b948dvXiWfFiKuo1pCRI9lxZEPc9rSTE/f6WuGVnypQpsLa2RkJCAjQ0NPDkyRNcu3YNTZo0QVBQkJRTMSIrmZmZOHz4MHr27In69esjOzsb169fl8kmj+VZV69evXDnzh1Mnz4d4eHhcHV15a7Z2dlh1apVclkXoLifGSEy59g9b3q5tmgLSxwMMS57Ks4Jv66/wwAsPhWBXOHXsTOCDIZFS5fDzMwMY8eORVRUFJSVlWFtbY3u3btj0qRJWLZsGXx9feHW5vsHORPpk3jMTkhICC5fvozq1atDSUkJSkpKaN26Nfz8/DB58mSEhYXJIk4iRSNGjMCFCxfg7u6OsWPHokOHDlBWls3gt/KsK5+NjU2RMwM1NTWxY8cO/P7773JXl6J/ZoTInGN3oHY7PFneCn/kdkcC9HBH6ABhEaM5YgUZuBOViFr4iHXnMrAtNAspWX4A8vaHs7a2RqNGjdC6dWu0bdsWDg4OUFL67z5ZWeX5qoiYJE52cnNzoa2tDQCoXr06YmJiYG9vD0tLSzx79kzqARLp27VrF0xNTXHr1i3cvn27yDLPnz+Xu7qK8vbtW+zduxd79+7Fixcv0Lt3b7msqyp9ZoTIjJIynrNaOCksfRr3z77LcGv/BuT+twm2tpYmbGzt0KRJE7Rr1w6tW7eGubk5zViUExInO87Oznj48CGsra3RvHlzrFq1Cnw+H1u3bkXt2rVlESORsitXrihkXfmSk5Px999/46+//sLNmzfRoEEDREVF4cGDB3BwcJDLuhT9MyOkvCQy8TbUfPT0X+QKhfCwVsZMVz6uGo9Am/beaNGiBQwNDWUcZQWqJOviSJvEyc78+fO5lWOXLFmCrl27ok2bNjA0NBTZIJRUXm3btlXIugCgT58+OHPmDOrUqYP+/ftj+/btsLGxgampKQwMDOS2LkX+zAgpTwa8ZLHKafN5cPfywIkW9wAA7j94Qc3Jm9a7kVMSD1D28vLimudtbGzw9OlTfPz4EQkJCfDw8JB6gET6WrduLXI8btw4kWNpttCVZ11A3ua06urq6NWrF3r16iXTVb3Lsy5F/swIKU8mvM9ilVve1RyH2r3mjtWODC7XjUOJdJV5nZ2CDAwMqN9Sjjx69Ejk+NsWuQ8fPshlXQCQkJCALVu24OHDh2jUqBGcnZ2xdOlSZGVlSf3faHnWpcifGSGcrDRgkW7eIyuNO50rZAh59QknHrxHyKtPIjOlJBYbDv6Xj9wCgIUx9NO4D5+sv8DP+Ch6KX/jUEp45I5Y3ViSDLQ8evRomYMhFePb/+llmbjKui5VVVX07dsXffv2RWJiIg4cOIC9e/fi8+fP6N69O8aPH4+hQ4fKXV3fUqTPjJCSBIbHYtHJCMQlZ3DnTHTUsKi7I7ztxBt/k52djUOHDuFXvxV4FJ4Gdbs/YNTzFzAmBI8n+je/MhgWq+4F70v5bhxKZEuslh1dXV2xH0T+lOeXV3nWZWBggPHjx+PmzZt49eoVOnXqhBUrVsh9XYDifmaEFBQYHouxe0JFEh0AiEvOwNg9oQh8UmBrhTfBeTucF5CYmIglS5agZs2aGDx4MB6FPwFfGeivcQ+1356FllKOSHlTXTXs75gL9S8lbfVSYONQaeNr5A0OXiQoep8vUmZitezs3LlT1nGQcpSRkYExY8Zwx+np6dwxYwyZmZlyWVdJrK2tMW/ePLx7904u66qKnxmp2nKFDHOOPi72upfSHTQ4Menrib19/ttL6ldEwAYrV67EwYMHkfXfujcqKiqoY2WBoO7xMNZSwvO+o2FtXw/33iQhISUDNbTV0MzaAMpPjogXYHEbhxZMuN4EA3U8qAWoEuCx4jsui5WTk4OgoCC8evUKgwYNgra2NmJiYqCjo8Ptgi6Oa9eu4bfffsP9+/cRGxuLY8eOoWfPntx1xhh8fX2xbds2JCUloVWrVvD394etrS1XJjExEZMmTcKpU6egpKSEH374AevXr5cojuTkZOjq6kIgEHAbOyqyxYsXl1rG19dX7uoqTWZmJjQ0NJCbm1t64UpWV1X9zEjVkpWegr+W/4g3qAFhoxHYc7fofaq8lO7AX2UdAKDgvp3sv//88Hc6jj3Na7XR0tKCvb09WrVqBS/31uj84Me8wsXtkh51HdjVtfRgfU4D1t+slhxxEjg7C0gpEPd/CVixe1yJs3M7KZa4398STz1/8+YNvL29ER0djczMTHTo0AHa2tr49ddfkZmZiS1btoh9r7S0NNSvXx8jR44sclzQqlWrsGHDBuzatQvW1tZYsGABvLy8EBERwW2yOHjwYMTGxuLChQvIzs7GiBEjMGbMGOzbt0/Sl1Zl2NnZYeDAgQpXlzjKkNtXirqq8mdGqga/MxHYei0KDMPyThST6ChBCF+V3Xk/f9PDygMgBMM6bzUEJ6rBpX5DuLu7o23btmjYsCHUlYXAg1ICyd84NDkW/6VP3+DlXbf8ZmHCiJN5g5e/fU7+oOZ+u2lTzwokcctOz549oa2tje3bt8PQ0BAPHz5E7dq1ERQUhNGjR+PFixdlC4THE2nZYYzBzMwMM2bMwMyZMwEAAoEAxsbGCAgIwIABAxAZGQlHR0fcvXsXTZo0AQAEBgaic+fOePfuHczMzMSqu6q17Ojo6CA5Wby1JuSprtLIc8tOVf3MSNXgdyYCf1yLEqtsC6UIHOAvK7VcoPFEWHsMg62tbYGtHMRsReESF0A0efkvu/o2cRHm5k1LT44pJpr/EqSpjwt3aVHLzneRWcvO9evXERwcDD6fL3LeysoK79+/lzzSYkRFRSEuLg6enp7cOV1dXTRv3hwhISEYMGAAQkJCoKenxyU6AODp6QklJSXcvn0bvXr1KvLemZmZIuMOqtovdnlt3RBHSYOCs7Oz5bYuRf7MSNWWlSPEVjETHQCogSSxynm3bgjY25ctqPyNQ4vsklpZuIXmTXAJiQ4gMqj5264vUi4kTnaEQmGRf62+e/eO2zNLGuLi8kbDGxsbi5w3NjbmrsXFxaFGjRoi16tVqwYDAwOuTFH8/PzEGpegqHJycvDXX3+V+KU2bNiwYq9V1roAlNqyKK91KfJnRqq2XcFRRXYWFScBeuIV1DIuvUxJ/ts4FCvN844HHy5+sHFxg5XLWo5IncTJTseOHbFu3Tps3boVQF73U2pqKnx9fdG5c2epBygLc+fOxfTp07nj5ORkmJubV2BE5SsnJwf79+8v9suMx+NJ9YuzvOoCgB9//BGtWrWS2v0qS12K/JmRqu3ua/FWNM53R+iAGKEBTHiJhcbs5ClmTA0g+b5PBRMby5bFz6oSN7H63gSMlJnEyc7q1avh5eUFR0dHZGRkYNCgQXjx4gWqV6+O/fv3Sy0wExMTAEB8fDxMTU258/Hx8WjQoAFXJiEhQeR5OTk5SExM5J5fFFVVVaiqqkotVnmjrq6OM2fOKFxdANCpU6dy65Ysz7oU+TMjVZsm/2sCoQQhmik9RQ0kIQF6uCN0gPCb5eCEUMLinGHwV1kHIb5dLO6/7Md7ZflO9y7roGZSbiTeLqJWrVp4+PAhfvnlF0ybNg0NGzbEypUrERYWVqhL6XtYW1vDxMQEly5d4s4lJyfj9u3bcHV1BQC4uroiKSkJ9+/f58pcvnwZQqEQzZs3l1osikaRx38o6mtT1LoI6dmgJoC86eQ3VCfjAH8ZNvA34QB/GW6oToaX0p1CzzknbIZx2VMRx77ZcFfHrGJmPSkp500vB8AlXJwKSsCICIlbdoC8cTFDhgz57spTU1Px8uVL7jgqKgoPHjyAgYEBLCwsMHXqVCxbtgy2trbc1HMzMzNuxlbdunXh7e2N0aNHY8uWLcjOzsbEiRMxYMAAsWdiVUVt2pTfALnyrAsAcnNzcf369RK/sN3c3OSuLkX+zEjV9f79e+zdewBeSsncujkFmSAR/irrMC57Ks4Jm4lcOydshguZTbBbZQVaK0eUPKamPEg6qJmUqzItKvjixQtcuXIFCQkJEAqFItcWLlwo9n2CgoLg7u5e6LyPjw8CAgK4RQW3bt2KpKQktG7dGv/73/9gZ2fHlU1MTMTEiRNFFhXcsGEDLSoohkuXLuHy5cv4+PEjqlevDg8PD7Rv316u61JWVoa9vX2J400iIiLkrq58iviZkaolNzcX58+fx4YNG3D+/HloOLTCsz5vYYKix+AIGRAHQ7TOXF+oSwsA9qsshatypGymbZdlWnhGsniDmr+nDsIR9/tb4mRn27ZtGDduHKpXrw4TExORfXN4PB5CQ0PLHnUFqWrJTkZGBnr37o2goCC0aNECxsbGiI+Px61bt+Dm5oZjx45BXV1d7uoCFHc9GkX+zEjVEBMTg23btmHr1q2Iifk6Tbu7mwtOuL8u9fkDsubjltCRO+YBMNFRxY3MPlDmscqT7Ej6HEp2vovM1tlZtmwZli9fjtmzZ39XgKTizJ07F+np6YiKihKZ2h8XF4cBAwbgl19+wdq1a+WuLkVGnxmRR9nZ2fjnn3/g7++Pixcvcj0B1apVg6WlJZo2bYrxbsZAfOn7LxZcXyf/T2zfzjZQPk5jzEjpJB6g/PnzZ/Tt21cWsZBycujQIezcubPQGkYmJibYvn07Dh48KJd1AYCFhUWR57Ozs3H8+HH06dNHLutS5M+MKJ6IiAhMnz4dJiYm6NWrF86fPw+hUAg9PT20atUKCxcuxM6dO7F161a08f5BrHsWXF/HRFcN/kMawdvRSEavgCgaiVt2+vbti/Pnz2Ps2LGyiIeUg8+fPxe7rpCFhQUEAgnWoahEdQFAeHi4yPGNGzewZ88eHD58GNWqVcPIkSPlsi5F/syIYkhOTsaBAwfwxx9/iAxn4PP5sLKyQtOmTdGzZ080btwYVlZWX4dAaOZN22bJseAVMW2b/Tdte0o3HwxMy/66O7kSL68LiBAxSJzs2NjYYMGCBbh16xbq1asHFRUVkeuTJ0+WWnBENuzs7BAYGIiuXQvv7Hv27FmRXeXlqa58z549w19//YW9e/ciISEBnTp1QnZ2Nh49eiT1WXrlVZeif2ZEPjHGcP36dWzduhVHjhxBRkYGgLzxmzVq1EC9evXQpUsXtGzZEvXq1St6rNd/07Z5fw8DA08k4ck7BuC9Eq620lvapFKRdKFDUjZMQlZWVsU+rK2tJb1dpSAQCBgAJhAIKjqUcnHo0CGmr6/PNm3axKKjo1lWVhaLjo5mGzduZAYGBuzvv/+Wy7oYY6xRo0ZMVVWVde3alf31118sJSWFMcaYiYkJi4+Pl9u6FPkzI+UnJ1fIgl9+ZMfD3rHglx9ZTq6wTPd59+4dW7ZsGbO0tGTIW0WPAWAaGhqsQYMGbNKkSezMmTMsNjZW/Js+OcHY7/aM+ep8fayum3e+OJmpX8tmppbptZSoLPeXdUxEhLjf3xK37ERFib9hG6mc+vTpg6ysLMyePVukJc7MzAzr16+X6pis8qwLyFu7ic/nQ19fH/r6+jKdNVSedSnyZ0bKR2B4LHxPPkF88tdNkE111eDbzRHezqYlPDNPeno6jh8/jh07duDKlSvcYGNlZWXUqlULjRo1Qo8ePdC0aVPY2dmhWjUJv14k2YuKEAmVaZ0dRVPVpp6/e/cOtWrVAmMMz58/x8ePH2FoaAh7e3uRpQTkra58d+/exZ49e3Dw4EFkZ2ejZ8+eOHLkCJ4/fy7VVb7Lsy5F/8yIbAWGx2LcntBCI2LyP03/IY2KTHiEQiGuXbuGnTt34siRI0hL+zpGRl9fH05OTujUqRPatm0LFxeX798MurJN2y6Pqefku0h1nZ3p06dj6dKl0NTUFNlAsyhr1qyRPNoKVtWSHUVdi+Zbubm5OHfuHPbu3YsTJ07AwMAAo0ePxoIFC+SurqrymRHpyxUytP71MmIFGUVe5yFvdtON2R55g34BPH36FLt378auXbtE1sRRV1dHnTp14Orqip49e6J+/fowMzOTXhJMyQ6RkFTX2QkLC0N2djb3c3Horz75UJ6NeRXZcKisrIzOnTujc+fOSEtLw5EjR7B37165rKuqfGZE+u5EJRab6AB5g21iBRm48CAKL4PPYOfOnSKzqapVq4ZatWqhYcOG+OGHH9CoUSPY2dlBWZm6l4j8ECvZuXLlSpE/E/n19u3bEr/UiltDprLXVRxNTU0MGzYMw4YNk9u6qtpnRqQjIaX4RKegvsNGIfVJEICvs6mcnZ3RrVs3uLq6wtnZGRoaGjKMtAxoJhMRU5k2AiXyLS0trdQ9ndLT0+WuLkVGnxkpqxraamKVy07+BB0dHTg4OMDd3R1eXl5wcXGBoaGhjCMkRPYo2amCNDU1kZKSonB1KTL6zEhZNbM2gImuGuKK6cpiTAilLwL092iEfn394OLiglq1atGwBKJQKNmpgsrzlxj9wpQO+sxIWTx58gR79+5F3LUnYK1GA2Dg8QrsEsQYeDweFnR1hE/7gTQOhygsSnaqIBrsKn/oMyPiioqKwoEDB7Bnzx5ERERw5zU/fYKh51hAU587Z6qrBt/uTmKts0OIPKNkpwoqzy4K6g6RDvrMSEliY2Nx+PBh/PXXX7h79y53nsfjwcTEBE5OTujRoweatXBAuoYpBFkQ3WOKEAVHyQ4hhMih9+/f48iRIzhw4ABu3bol0iJnZGSEunXrokuXLnBzc4OTk9P3L/hXHmh2FZERSnYIIUROvHv3TiTBKUhfXx/29vbo0KEDvLy84OTkBD09vYoJVFFQ8qUwKNkhhJBK7O3btzh8+DAOHjyI27dvi1wzMDCAnZ0d3N3d0blzZzg6OsLAwKCCIiWk8qJkhxBCKpno6GgcPnwYBw4cEBmDAwCGhoaws7NDu3bt0KlTJzg5OVGCQ0gpKNkhhJAKxhhDZGQkjh8/jiNHjohs1wAA1atXh52dHTw8PODt7Q1HR0fo6+sXczdCyLco2SGEkAogFApx+/ZtLsF59eqVyHUjIyNuDE7Hjh1Rt25d6OrqVlC0hMg3SnYIIaScZGVl4fLlyzh27BiOHz+OhIQE7pqSkhKMjY3h4OAAb29veHh4wMHBAVpaWhUYMZEYDWqulCjZIYQQGUpOTkZgYCCOHj2KM2fOiKxjVK1aNdSsWROOjo7o0aMHXF1dYWdnBzU18fazIoSIh5IdQgiRsjdv3uCff/7ByZMncfnyZWRnZ3PX1NTUYGFhAWdnZ/Tr1w8NGjRA7dq1oaKiUoERE6LYKNkhhJDvlJubi1u3buH06dM4efKkyDYNAKCtrQ1ra2u4uLhg0KBBcHJyQq1ataCkpFTMHQkh0kTJDiGkwqRn5cBx4TkAQMQSL2jwv/9XkizuWZSkpCScO3cOp0+fxj///IPPnz9z13g8HqpXr446deqgefPm6NOnDxwcHFC9enWZxEIIKRklO4QQIgbGGJ4/f47Tp0/j1KlTuHHjBnJzc7nrfD4fNWvWhL29PTp37gw3NzfY2tpCQ0OjAqMmhACU7BBCSLFSU1Nx5coVnDt3DmfOnEFUVJTIdV1dXVhaWsLZ2RkDBgyAs7MzLCwsoKysXEERE0KKQskOIYT8hzGGR48e4dy5czh79ixu3rwpMrhYSUkJJiYmqFOnDlq1aoUePXrAzs6OVjAmpJKjZIcQ8l3Ka4yMrHz8+BEXLlzAuXPnEBgYiPj4eJHrWlpaqFWrFhwcHNCnTx80bdoUVlZW4PP5FRQxIURS8vVbiRBCvlN2djZu377NJTf3798HY4y7Xq1aNZiYmKB27dpo3rw5evXqBVtbWxgaGoLH41Vg5ISQsqJkhxCi0IRCIcLDw3Hp0iVcvHgRV69eRVpamkgZfX19mJubw9HREX369EGDBg1gYWFBa98QoiAo2SGEKJzspDhkvH4AnyG7EXTlMj5+/ChyXVVVFWZmZrCzs4O7uzu8vLxQu3Zt6OjoVFDEhBBZomSHECL34uPjcfnyZVy6dAnnL1xATHQ0AODwf9erVasGY2NjWFtbo169eujfvz/s7e1hbGxMXVOEVAGU7BBCKmyQca7w61iZO1GJaGNrBGWl0pOPDx8+4Nq1a7h69SouX76MJ0+eiBZQUoaqmT2cTLTg6GCHPn36wMXFBebm5qhWjX7tEVLV0P/1hJAKERgeC9+TX5OU4TvvwlRXDb7dHOHtbCpS9v3791xyc/XqVTx9+rTQ/QwMDGBubg4bOwfcqdUHSnx1XJznDn1tWtSPkKqOkh1CyHcpS+tMYHgsxu0JBfvmfJwgA+P2hGJRh1rAuwdccvPvv/8Wuoe+vj7MzMxga2sLb29vuLm5wdLSErlKKqi36DwA4GFMKtrYqovVWkQIUVyU7BBCykyS1pl8uUKGxaciCiU6AMCQt7DfvCNheL9lFMCEAPL2mjI0NISZmRlsbGzQoUMHtG3bFpaWliLbMZQlHkKI4qNkhxBSJqW1zvgPaVRkghH05C1iBRnF3pfH46GajhFM6rWCWbU0ruXG1dUVFhYWUFdXl2o8hBDFR8kOIURipbXO8AAsPhUBz7rGiH7zGsHBwQgODsbNmzfxb44BDLvNLLWOJb+th087J7FWKhY3ng6OJtSlRUgVRMkOIQqiPGdU3YlKLLF1hgGIFWTAvFE7xD26LnJN1byeWHU417EQe0sGceO5E5UI1zqGYt2TEKI4KNkhhEgsIaX4xKKg5GwelJSUYGRkBFNTU9SuXRuuLVthf5oyEtNzi2yJ4QEw0VVDM2vxN9cUNx5xyxFCFItSRQdQkkWLFoHH44k8HBwcuOsZGRmYMGECDA0NoaWlhR9++KHQJn6EkO8nFAoRGRmJXbt2YeLEifCdNVWs53m5tcDx48dx+/Zt3LlzB0eOHMHMGdOxvHd9AHmJTUH5x77dHCXqbqqhrSbVcoQQxVLpW3acnJxw8eJF7rjggmDTpk3DP//8g0OHDkFXVxcTJ05E7969cfPmzYoIlRC5VXD6ePCLBFTP+YhHDx8gLCwMYWFhuH//PlJTU78+gaeEmjZdoKxtCB6v8N9M+a0zh1asLDJp8XY2hf+QRvA9+QTxyZnceZMyzpxqZm0AU101xAkypNZaRAhRHJU+2cnfgfhbAoEA27dvx759++Dh4QEA2LlzJ+rWrYtbt26hRYsWxd4zMzMTmZlff8EmJydLP3BC5EB6ejr+DLyLrfeSkP/r4Me/wpCT/AGJl7biy/MQrmy1atVgZGQEY2NjWFlZwcAoBZcyjQrdU9zWGW9nU7Syqc6tiRMwoqnYKyh/S1mJB99ujhi3JxQ8QCThKWtrESFEcVT6ZOfFixcwMzODmpoaXF1d4ef3//buPSrKct8D+HdmgOEmDDcHkKsXMESguKViug0WZqnbY7uOZ3vdLDuleVpxyMT2Sd2dmNp1lq0St+lua5YuDXepaau90ywvaSreQIVCJUS5pMhtgAFn3vOHm9ERBgacG+98P2uxlvO8z7zvz3nC+fa8z/u+KoSFhaGwsBAdHR1IT0/X9x05ciTCwsJw9OjRHsOOSqXCqlWrrFE+kV0QBAE1NTUoKirC2bNn9TM2FTpf+E1fBkCGex8RJRvkh4DfLofHma0Y5tKEmJgYTJkyBdHR0QgICIBMJgNw9742/Z2duTd8pET6PlAYMfdsERGJh12HndTUVGzatAnR0dGoqqrCqlWrMH78eBQXF6O6uhouLi5QKBQG71Eqlaiuru5xv7m5ucjOzta/bmxsRGhoqCX+CkRWp9O04NjRH1BWWoKioiIUFxfj3LlzqKurM+wokWLI8x/d+eN9D8PsPDXlPTELO1+dZDSEmHN2xhzsrR4isg92HXaeeOIJ/Z/j4uKQmpqK8PBwfPbZZ0ZvLGYKuVwOuVxujhKJutDqBBwu/RXrD19GY1sH4kMUeO3JGLi5yMx6nLa2Nvz000/6QHPm7DlUHjkJbWMtHn+va3+JRAJvb2/4+fkhMDAQ3iOScN6r62moe5lyubY5Z2fMwd7qISLbs+uwcz+FQoGoqCiUlZUhIyMD7e3tqK+vN5jdqamp6XaND1FfaXUCjl+pQ21TGwYPcjX44mxuu42Xt59Gxa1WhPm4YfWzD8PT1QlfF1fhv7adRvvtu6tGiq414tMfK5ARMxgb5ib3uY4bN26gpKTE4OfixYsoLy+HTqe721EihTxkFORDRsJF2wYvTQ0C/P0RHByMyMhIPP7444iPj4dSqYSrqyt2nbmGl7ad6fX4vFybiAa6ARV2mpubcenSJcyZMweJiYlwdnbG/v37MXPmTABAaWkpKioqMGbMGBtXeodWJ+DYpZs4evkGAAnGDPPDo0P9IJNKevwiJdv7urgKK3efR/W9az+85Fg5bRTWfleGc5V3F7WXVjchduU/EO7nhl9uthrd5zcXarFw84luA09HRwfKy8tRWlraJdR0Of10DxcXF/j7+8Mr5jF0jJ6O2y6D9NuUg1ywclosnhjd/VoVXq5NRI7CrsNOTk4Opk6divDwcFy/fh0rVqyATCbDrFmz4O3tjaysLGRnZ8PX1xdeXl5YsmQJxowZ0+PiZGv56lwVXtlxFup2rb5tzYEyuDtLMGmkEofLbqK+tUO/LcjbFf/z5EPw8ZAzABnRU0A0Z3j8urgKz396qkt7daOm2/ZOPQWdTt9cqMVnf9+JiitluHTpEi5duoSysjJUVFRAq9UafZ+Xlxd8fHzg6+sLpVKJwMBAjB07Fo8++ihK1W54ZWdpl0uua5vasWiL8WdC8XJtInIUdh12KisrMWvWLNy8eRMBAQFIS0vDsWPHEBBwZ53B6tWrIZVKMXPmTGg0GmRmZmLt2rU2rhpQfXUBHx680u22lg4Be4q6LqCuamjDoq2nDdq8XWV4OjEU6TGB3X55d37BVze0ok7dDl9POQZ7ygEJcKNZo//SB2C3s0imhpQ7My0XUN1495SKp1yGmY8MgVqjxTcXa9FwT3j0dZVAkMjQ0q6Dh1yGvBmjkTHqzunNno6n1Qkmndp5EM+v+wdu7VvXpd3JyQk+Pj7w8fGBv78/goKCEBERgbFjx+pPP3l4eBgsJtbqBDz39rf9eiYUL9cmIkdh12Fn27ZtPW53dXVFfn4+8vPzrVRR7746d91o0OmrhjYtPjpSjo+OlMPdRYrJo5RQervh+q1WVDW04XxVI9Qa47MBACCVAM4yKTS3767tCPrXpbgZMYEmhyBTQklPp+2628+VX9XYfOwX1Knb9dvlMiniQ72xeOJwODlJcaNZg/IbLVi976cuNTVrtPj4aEW39da1CQBuAwA0LTo8v+XOjIzC3Rn1LYYzavdelnz4518NPitL8AyLweDoaPj4+GDw4MFQKpVISkpCUlISwsPDoVAo9Jd29+ZBnwnFy7WJyBHYddgZaLQ6Aa/tLLLIvlvadfj8dFWf36cT0OXLu6qhDc9/egouMinatXe3ebjIMCZSgfK6VtxsbofcWYYn44JQ39KBfffPnHg443+nx2JKXDCAOzMvy/5eZHBqbs2BMnjIZfj3pDuzU7fU7Vj15XnUNN39Ur2fRqvD8fJbOL7pRJ//rqa4N+gAQHVDG1749BTenBKJEW5qvPlNNSz9FJVRsbHYs/68yYGmJ+Z4JhQv1yYisWPYMaPjV+pwq+W2rcsw2b1BBwDU7VrsK715t6H1Nj46XN7te+vUHVi09TQWXr2FxHBfo2tZ1Jq7s1P2SAAgCDos3XYc19ZlQTn7HbgGR1v0mBOiA80SdADzLTJ+kMu13V2cUP7Wkyb3N9d7iYhMZdcPAh1oHPES3Q2HyvHiFuOLdgcCiUQKJ68AKEYkwanhmsWPNz6q53vb9EXnImNj0USCO6fquMiYiBwZw44ZOeolure7Wx07AP3f2g04s2mFRY/h4+6MR4cav0FfX3UuMgbM9wRxIiKxYdgxo5RIXwR68c7MA9VDEUPg7+OFjJjB/d5HuF/Pd/ZW/dtoswePzkXGg+/7by/Q29XoZedERI6EYceMZFIJVk4bZesyqI/uP9WzYW6y0cCTETO4x23fvzIJa//jEfh6uBhsC/J2xToLBo/JsUHYlz1B/3rTgmQcfnWSQwadznVA5W89CXcXLkskIi5QNrvJsUFYN/sR/HfB2V4vCyfbM3aqZ8PcZLS2a5H31QWU32xBhJ87lk+5+3yrnrZNiQtCZqzpl/WbC58JRUTUPYYdC5gcG4RJI5V4VLXf4B4yZHkKN2e0dNw2eDaVwfb77rPT0/1k3FxkeOO3o7vdT0/bgDvBo6eHZxIRkfUw7FiIi5MUeTNi8cK/Lsm+/+60AoDxw/1Q39oBbzdnPByqwGeFlQY3dqPeyWXA0skPwddTjkCvuzMovzZq8Nv8Q7jR3NGnOygTEZH4SARBEMm1NP3X2NgIb29vNDQ0wMvLy6z7/rq4Cqu+vGBwl9v779rb6f67FCeG++DElTocvXwDOgHwdnNGfWs7rt9qhUQiQZDCFad+qcePV7p/UKQEgIdcBrVG2+3jBOyZwlWG+eMiERngqf8sDhRVY9mXxWhpvw1/Tzl2LkpDABeE67W030bM6/8AAFz4UybXqxCR6Jn6/c2wA8uGHcC8D6nsTvttHT45Wo4rN9WQAHg41AdBCjf9ce7fPnqIN4quNUAn3HmcRHyIArda2lHf2oHWjts4WPprlzso//2U8fvP/OdjkXg4zAcrdhWjpunuaTsvVxl0ggTNGtNutOjr4YwZCUOMPguMesawQ0SOxtTvb/5raAWWXr/h4iRF1vihfdr+THIPO3yqa1NGjLLLDNX9j4zo7llbALrMVhX+cgu1TW3w9+j60FIGHCIiMjeGHTLJ5NigXh8caizU3d/GhbtERGRNPI0Fy5/GIiIiIvMz9fubNxUkIiIiUWPYISIiIlFj2CEiIiJRY9ghIiIiUWPYISIiIlFj2CEiIiJRY9ghIiIiUWPYISIiIlFj2CEiIiJRY9ghIiIiUWPYISIiIlFj2CEiIiJRY9ghIiIiUWPYISIiIlFj2CEiIiJRY9ghIiIiUWPYISIiIlFj2CEiIiJRY9ghIiIiUWPYISIiIlFj2CEiIiJRY9ghIiIiUWPYISIiIlFj2CEiIiJRY9ghIiIiUWPYISIiIlFj2CEiIiJRY9ghIiIiURNN2MnPz0dERARcXV2RmpqK48eP27okIiIisgOiCDvbt29HdnY2VqxYgVOnTiE+Ph6ZmZmora21dWlERERkYxJBEARbF/GgUlNTkZycjDVr1gAAdDodQkNDsWTJEixbtqxLf41GA41Go3/d0NCAsLAwXL16FV5eXlarm4iIiPqvsbERoaGhqK+vh7e3t9F+TlasySLa29tRWFiI3NxcfZtUKkV6ejqOHj3a7XtUKhVWrVrVpT00NNRidRIREZFlNDU1iTvs3LhxA1qtFkql0qBdqVSipKSk2/fk5uYiOztb/1qn06Gurg5+fn6QSCT9qiM5ORknTpywyHt669fT9u62Get/b3tnWrbVbFd/Pk9z7INjYhzHpGs7x+TB+pnyGfe1nWPyYP3MMSb3t1lyTARBQFNTE4KDg3vsN+DDTn/I5XLI5XKDNoVC8UD7lMlkfR5EU9/TW7+etne3zVj/7tq9vLxs8g9Gfz5Pc+yDY2Icx8R4O8ekf/368hn3tZ1j0r9+5vjsjfW11Jj0NKPTacAvUPb394dMJkNNTY1Be01NDQIDA61Wx+LFiy32nt769bS9u23G+vfn72Ap5qiFY2JeHJO+1WMNYh0Tc7XbAsfEvsajk2gWKKekpOCDDz4AcOe0VFhYGF588cVuFyhT7xobG+Ht7Y2GhgYu2rYTHBP7wzGxPxwT+2MPYyKK01jZ2dmYN28ekpKSkJKSgvfeew9qtRoLFiywdWkDllwux4oVK7qc7iPb4ZjYH46J/eGY2B97GBNRzOwAwJo1a/DOO++guroaCQkJeP/995GammrrsoiIiMjGRBN2iIiIiLoz4BcoExEREfWEYYeIiIhEjWGHiIiIRI1hh4iIiESNYYf6ZcaMGfDx8cHTTz9t61IIwNWrVzFx4kTExMQgLi4OBQUFti7J4dXX1yMpKQkJCQmIjY3Fhg0bbF0SAWhpaUF4eDhycnJsXQoBiIiIQFxcHBISEvCb3/zGYsfh1VjUL9999x2amprw8ccfY8eOHbYux+FVVVWhpqYGCQkJqK6uRmJiIn766Sd4eHjYujSHpdVqodFo4O7uDrVajdjYWJw8eRJ+fn62Ls2hvfbaaygrK0NoaCjeffddW5fj8CIiIlBcXAxPT0+LHoczO9QvEydOxKBBg2xdBv1LUFAQEhISAACBgYHw9/dHXV2dbYtycDKZDO7u7gAAjUYDQRDA/7e0rZ9//hklJSV44oknbF0KWRnDjgM6ePAgpk6diuDgYEgkEuzcubNLn/z8fERERMDV1RWpqak4fvy49Qt1IOYck8LCQmi1WoSGhlq4anEzx5jU19cjPj4eISEheOWVV+Dv72+l6sXHHOORk5MDlUplpYrFzxxjIpFIMGHCBCQnJ2PLli0Wq5VhxwGp1WrEx8cjPz+/2+3bt29HdnY2VqxYgVOnTiE+Ph6ZmZmora21cqWOw1xjUldXh7lz52L9+vXWKFvUzDEmCoUCZ8+exZUrV7B169YuDywm0z3oeOzatQtRUVGIioqyZtmiZo7fkcOHD6OwsBC7d+9GXl4ezp07Z5liBXJoAIQvvvjCoC0lJUVYvHix/rVWqxWCg4MFlUpl0O/AgQPCzJkzrVGmQ+nvmLS1tQnjx48XNm/ebK1SHcaD/J50euGFF4SCggJLlukw+jMey5YtE0JCQoTw8HDBz89P8PLyElatWmXNskXNHL8jOTk5wsaNGy1SH2d2yEB7ezsKCwuRnp6ub5NKpUhPT8fRo0dtWJnjMmVMBEHA/PnzMWnSJMyZM8dWpToMU8akpqYGTU1NAICGhgYcPHgQ0dHRNqlX7EwZD5VKhatXr6K8vBzvvvsuFi5ciNdff91WJYueKWOiVqv1vyPNzc349ttvMWrUKIvUI4qnnpP53LhxA1qtFkql0qBdqVSipKRE/zo9PR1nz56FWq1GSEgICgoKMGbMGGuX6xBMGZMjR45g+/btiIuL0583/+STTzB69Ghrl+sQTBmTX375Bc8995x+YfKSJUs4HhZi6r9bZD2mjElNTQ1mzJgB4M7ViwsXLkRycrJF6mHYoX7Zt2+frUuge6SlpUGn09m6DLpHSkoKzpw5Y+syqBvz58+3dQkEYOjQoTh79qxVjsXTWGTA398fMpmsy0LKmpoaBAYG2qgqx8YxsT8cE/vC8bA/9jYmDDtkwMXFBYmJidi/f7++TafTYf/+/TxNZSMcE/vDMbEvHA/7Y29jwtNYDqi5uRllZWX611euXMGZM2fg6+uLsLAwZGdnY968eUhKSkJKSgree+89qNVqLFiwwIZVixvHxP5wTOwLx8P+DKgxscg1XmTXDhw4IADo8jNv3jx9nw8++EAICwsTXFxchJSUFOHYsWO2K9gBcEzsD8fEvnA87M9AGhM+G4uIiIhEjWt2iIiISNQYdoiIiEjUGHaIiIhI1Bh2iIiISNQYdoiIiEjUGHaIiIhI1Bh2iIiISNQYdoiIiEjUGHaIiIhI1Bh2iIiISNQYdoiIiEjUGHaIyObef/99SCSSPv8QEZnCydYFEJFjEwQBO3bsgE6nY4AhIovgzA4R2dR3332HCRMmmC3oLFiwAH/84x977FNdXY2XXnoJw4cPh6urK5RKJcaNG4e//OUvaGlpMek4U6dOxeTJk7vddujQIUgkEpw7d67P9ROR+XFmh4hs6tNPP8WyZcvMsi+tVos9e/Zg7969RvtcvnwZ48aNg0KhQF5eHkaPHg25XI6ioiKsX78eQ4YMwbRp03o9VlZWFmbOnInKykqEhIQYbNu4cSOSkpIQFxf3wH8nInpwnNkhIptpbW3FtWvXMGLECIN2nU6HvLw8jBgxQj/zMn/+/F7398MPP8DZ2RnJyclG+yxatAhOTk44efIknnnmGTz00EMYOnQopk+fjr1792Lq1Kn6GlQqFSIjI+Hm5ob4+Hjs2LFDv5+nnnoKAQEB2LRpk8H+m5ubUVBQgKysLNM/CCKyKIYdIrKKH3/8Eb/73e/w9ttv69t27dqF6dOnd+mrUqmwbds2rF+/HqWlpfjiiy/w2GOP9XqM3bt3Y+rUqUZPid28eRP//Oc/sXjxYnh4eHTbp/O9KpUKmzdvxrp163D+/Hm8/PLLmD17Nr7//nsAgJOTE+bOnYtNmzZBEAT9+wsKCqDVajFr1qxe6yUiKxGIiKygtrZW2LhxoxAVFaVvmzFjhlBXV9el7/jx44Xly5f3+RgjRowQ9uzZY3T7sWPHBADC559/btDu5+cneHh4CB4eHsLSpUuFtrY2wd3dXfjhhx8M+mVlZQmzZs3Sv7548aIAQDhw4IBB7bNnz+5z7URkOZzZISKrCAgIwNNPP43KykqcOHECtbW1cHFxgY+PT5e+06ZNw1tvvYXMzEz89a9/xa1bt3rd/8WLF3H9+nU8/vjjfa7t+PHjOHPmDEaNGgWNRoOysjK0tLQgIyMDnp6e+p/Nmzfj0qVL+veNHDkSY8eOxd/+9jcAQFlZGQ4dOsRTWER2hguUichqPD09MX36dGzZsgWRkZFGT/Xk5ORg2rRp2LlzJ1avXo1XX30VJ0+eRGRkpNF97969GxkZGXB1dTXaZ/jw4ZBIJCgtLTVoHzp0KADAzc0NwJ11NwCwd+9eDBkyxKCvXC43eJ2VlYUlS5YgPz8fGzduxLBhwzBhwgSjNRCR9XFmh4is6ve//z22bduGvXv3YsqUKUb7RUVFYenSpSgsLERTUxMuXLjQ436Nrf+5l5+fHzIyMrBmzRqo1Wqj/WJiYiCXy1FRUYHhw4cb/ISGhhr0feaZZyCVSrF161Zs3rwZf/jDH3i/ICI7w5kdIrKqzMxMaLVaREdHw9nZucv2P//5zwgMDERycjKkUik+/PBD+Pn5YezYsUb3WVtbi5MnT2L37t29Hn/t2rUYN24ckpKSsHLlSsTFxUEqleLEiRMoKSlBYmIiBg0ahJycHLz88svQ6XRIS0tDQ0MDjhw5Ai8vL8ybN0+/P09PTzz77LPIzc1FY2OjSVeNEZF1MewQkVU5OTlh1qxZmDNnTrfb29ra8Oabb6KiogKenp4YN24cvv32227X9nT68ssvkZKSAn9//16PP2zYMJw+fRp5eXnIzc1FZWUl5HI5YmJikJOTg0WLFgEA3njjDQQEBEClUuHy5ctQKBR45JFHsHz58i77zMrKwkcffYQpU6YgODjYxE+CiKxFIgj3XDNJRDQATZs2DWlpaVi6dKmtSyEiO8Q1O0Q04KWlpfG+NkRkFGd2iIiISNQ4s0NERESixrBDREREosawQ0RERKLGsENERESixrBDREREosawQ0RERKLGsENERESixrBDREREosawQ0RERKLGsENERESi9v+vlJNqbP8mbgAAAABJRU5ErkJggg==", + "image/png": 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", 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+ "image/png": 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", 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" ] @@ -253,8 +254,9 @@ " fmt=\"o\",\n", " label=\"PDG 2022 (accelerator)\",\n", " )\n", + " sqrts_air_shower = np.array([FixedTarget(Momentum(plab * GeV), \"p\", \"p\").ecm for plab in air_shower[\"plab\"]])\n", " plt.errorbar(\n", - " [FixedTarget(Momentum(plab * GeV), \"p\", \"p\").ecm for plab in air_shower[\"plab\"]],\n", + " sqrts_air_shower,\n", " air_shower[\"sig\"],\n", " air_shower[\"sige\"],\n", " fmt=\"o\",\n", @@ -298,8 +300,23 @@ " inax.tick_params(\"x\", rotation=90)\n", " inax.tick_params(labelsize=\"small\")\n", "\n", + " inax = plt.gca().inset_axes((0.55, 0.6, 0.3, 0.2))\n", + " inax.errorbar(sqrts_air_shower, (air_shower[\"sig\"] - compete(sqrts_air_shower, *val)) / air_shower[\"sige\"], 1, fmt=\"C1o\")\n", + " inax.axhline(0, color=\"k\")\n", + " inax.set_ylim(-2, 2)\n", + " inax.set_xscale(\"log\")\n", + " inax.set_xlabel(\"$\\\\sqrt{s}$ / GeV\")\n", + " inax.set_ylabel(\"pull\")\n", + "\n", " plt.savefig(f\"cross_section_extrapolation_uncertainty_{np.log10(emax):.0f}.pdf\")" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "While air shower measurements individually cannot compete with the accuracy of the accelerator measurements, we find that their average pull is clearly reduced if the post-LHC data is included in the fit. This means that air shower measurements are actually pulling the model into the right direction, despite the large systematic uncertainties." + ] } ], "metadata": {