diff --git a/examples/timestructure.ipynb b/examples/timestructure.ipynb index a94fdd8..f3178ba 100644 --- a/examples/timestructure.ipynb +++ b/examples/timestructure.ipynb @@ -3,22 +3,34 @@ { "cell_type": "markdown", "id": "192946a9-d275-493e-a3f5-87422eca65c6", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ - "# Particle timestructure" + "# Timestructure (spill, schottky)" ] }, { "cell_type": "markdown", "id": "d0dda314-7c97-4403-a5d6-e04c327c4d5d", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ "For some applications it is important to consider the particle arrival time, taking the longitudinal coordinate `zeta` into account.\n", "This includes non-circular lines, characterisation of extracted particle spills or long-term studies of coasting beams.\n", "The particle arrival time is:\n", "\n", "\\begin{equation*}\n", - "t = \\frac{\\text{at_turn}}{f_\\text{rev}} - \\frac{\\text{zeta}}{\\beta_0 c_0}\n", + "t = \\frac{\\text{at\\_turn}}{f_\\text{rev}} - \\frac{\\text{zeta}}{\\beta_0 c_0}\n", "\\end{equation*}\n", "\n", "where the first term is only relevant for circular lines. \n", @@ -31,9 +43,13 @@ "execution_count": 1, "id": "47bc8e39-fa57-4a02-9ef8-ce9fa54d0b24", "metadata": { + "editable": true, "mystnb": { "code_prompt_show": "Show imports" }, + "slideshow": { + "slide_type": "" + }, "tags": [ "hide-cell", "remove-output" @@ -48,6 +64,8 @@ "import xpart as xp\n", "import xplt\n", "import numpy as np\n", + "import matplotlib as mpl\n", + "from matplotlib import pyplot as plt\n", "from matplotlib.animation import FuncAnimation\n", "from IPython.display import display, HTML\n", "\n", @@ -59,9 +77,13 @@ "execution_count": 2, "id": "ba1c2eb7-c280-4347-bb8f-124e37d5d026", "metadata": { + "editable": true, "mystnb": { "code_prompt_show": "Show line generation code" }, + "slideshow": { + "slide_type": "" + }, "tags": [ "remove-output", "hide-cell" @@ -112,9 +134,13 @@ "execution_count": 3, "id": "1db7f20c-3878-4160-a384-7965e203adc9", "metadata": { + "editable": true, "mystnb": { "code_prompt_show": "Show particle generation code" }, + "slideshow": { + "slide_type": "" + }, "tags": [ "hide-cell", "remove-output" @@ -163,9 +189,13 @@ "execution_count": 4, "id": "1341f354-13f1-457e-9641-01f69a88221f", "metadata": { + "editable": true, "mystnb": { "code_prompt_show": "Show tracking code" }, + "slideshow": { + "slide_type": "" + }, "tags": [ "hide-cell", "remove-output" @@ -184,7 +214,13 @@ "cell_type": "code", "execution_count": null, "id": "f30c9ebb-375c-4a45-88ff-289f4a34604b", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "outputs": [], "source": [] }, @@ -192,14 +228,26 @@ "cell_type": "code", "execution_count": null, "id": "1c5893ed-b8da-4ccf-aa45-4e2d3284896d", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "36317ad3-08f5-4310-a32d-1d56e1aae6d0", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ "## Scatter over time" ] @@ -207,7 +255,13 @@ { "cell_type": "markdown", "id": "e8683c50-5cbf-4d7a-815d-0a25d21d3683", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ "The `TimePlot` allows to plot any particle property as function of time. Here we plot `x` and `y` when the particles are lost." ] @@ -216,11 +270,17 @@ "cell_type": "code", "execution_count": 5, "id": "9bb202f0-5bcf-4de4-8ab5-64e02d6bb19c", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -236,7 +296,13 @@ { "cell_type": "markdown", "id": "3a362380-6761-4074-bd55-a0b73e58b81a", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ "## Binned time series" ] @@ -244,23 +310,49 @@ { "cell_type": "markdown", "id": "905c113b-2957-4f02-8c2f-ea76b4c3872a", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ "The `TimeBinPlot` allows to plot particle counts or averaged properties as time series with a given resolution. \n", - "Thereby all particles arriving within the interval defined by the time resolution are counted or averaged over.\n", - "\n", + "Thereby all particles arriving within the interval defined by the time resolution are counted or averaged over. \n", "The time resolution can be given with the `bin_time` keyword argument." ] }, + { + "cell_type": "markdown", + "id": "4d1212b1-4c79-463b-affa-6c34fce661c4", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "### Spill intensity\n", + "Plot number of lost particles as function of time of slow extraction" + ] + }, { "cell_type": "code", "execution_count": 6, "id": "0e156179-5ddc-41c8-bf22-a24fbdf809f0", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -270,21 +362,44 @@ } ], "source": [ - "# Spill intensity: plot number of lost particles as function of time\n", "plot = xplt.TimeBinPlot(\n", - " particles, \"rate+smooth(rate,n=10),count-cumulative\", mask=particles.state <= 0, twiss=tw\n", + " particles,\n", + " \"rate+smooth(rate,n=10),count-cumulative\", # rate of, count and cumulative particle count per bin\n", + " mask=particles.state <= 0, # lost particles\n", + " twiss=tw,\n", ")" ] }, + { + "cell_type": "markdown", + "id": "1b7f6fd7-a1ee-4394-a1f6-9dba570d3d0c", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "### Transverse beam position (BPM)\n", + "Plot average y-position as function of time" + ] + }, { "cell_type": "code", "execution_count": 7, "id": "c7ba437f-71c6-46bd-b31e-b90420d45b81", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] @@ -294,24 +409,86 @@ } ], "source": [ - "# Beam position monitor: plot average y as function of time\n", - "plot = xplt.TimeBinPlot(line.record_last_track, \"y\", twiss=tw)" + "plot = xplt.TimeBinPlot(\n", + " line.record_last_track,\n", + " \"y\", # y-position\n", + " # moment=1, # the average (this is the default anyways)\n", + " twiss=tw,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "f53c53c0-1336-4a13-84b5-560098d89de2", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "### Longitudinal bunch shape \n", + "Plot charge as function of time" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "07fe0195-4c7a-46d5-add5-24cb03470f4e", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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CkyZNkJKSgvvuu0+UgInUaax3q+65gmL2enKYCfUMudjBUu8+Yyw518/DX+Re8voXZdQ/fUAdW/8hZApijadIZEx6F4zXrl3DgAED1M6Li4vDhQsXMHXqVFy8eBFTp05lwUhGJdYwE/qujz02+tN0KNtR3lSCiMxDRXkRAOP0kmt6zdWx9R9CxqLYvw0dT5HIFPQuGL28vHDnzh0EBwernT99+nRERUVh+vTpePbZZ/UOkEhb2n6hiXVRBoeZEEdjY8E5yd3g7eIrUVTmwxiDcjf2mtfHH0LG5e3TDtnRR1HJi5HIAuhdMA4aNAgfffQRevXqpXa+r68vHBwcsHnzZp3bPnToEF599VWcPHkS2dnZ2LVrF0aPHq2cLwgCli1bhnfffRcFBQXo168fNmzYgA4dOiiXuX37NmbPno2vv/4adnZ2+Ne//oU33ngDTZvabo+FNrQdA0xb5nSYkRdlmC91r72lDJ9kqbTZ3231h5Apr/T3C+wMmUxmlLbJNGylZtG7YFy4cCEiIyMRHh6O8ePHN5h/4sQJtGzZUq+2S0tL0b17d0ydOhWPPPJIg/mrV6/G+vXr8f777yM4OBhLlizB0KFDce7cOTg7OwMAxo8fj+zsbOzbtw9VVVV44okn8OSTT2L79u16xWQLxBwDzNS3aNMGL8qQjjn9cLAGtnTOm9g/YjXhj0rSh63ULHoXjD169MCGDRswefJkfPbZZ5g5cya6d+8OZ2dn/Pzzz5g/fz4mTJigV9vDhg3DsGHD1M4TBAHr1q3DCy+8gFGjRgEAPvjgA/j6+mL37t0YO3Ys0tPT8f333+O3335D7969AQBvvvkmHnroIbz22msICAjQL2krJ+YYYKa+RZu2rP0OFObGHH84WDKx7iFsKUw9kDV/VJI+bKVmMWjg7qlTp6Jt27aYN28eHnzwQWW3uiAIGDp0KJYtWyZKkHVduXIFOTk5GDx4sHJas2bNEBkZieTkZIwdOxbJycnw8PBQvvAAMHjwYNjZ2eHYsWMYM2aM2rYrKipQUVGhfFxcXKzMRzHWpLlRxCZGfIo23Fp0Ruu2fdTO04VvI7fu09SWYl5hbjr+/Pv/RXnnlfPq/xlK0Ubd9nKun1decKBu/dq2o26avjHVz1nftvVdv77L+QZ2Rnb0UZXXE7h7H3C/wM73bF+q/LTdnmJu47rz7v6hwTLqXs/6r6Wp4jR0mQbT1CxT/neeqS3Xw93nn8+Te+0/hrwG9T+3rgoCcE39e9CQ9Rtr/zYFQ/YnS8hZEV9xcTGKiuq81+RyyOVyndoyZs1iagbf6WXQoEE4ffq08q+yshLdu3dHZGSkGPE1kJOTA+DuOZJ1+fr6Kufl5OTAx8dHZb6DgwO8vLyUy6iTkJCA+Pj4BtMLCgrg6upqaOhGU15ejoKCAoPbKS0tU/4r1bljldV2AICwrDlAVsN5iriMlfPNvMvomDpY7bJ113+vdhqbpk9MCnVzNua20rZtbZeTu/hCrubiFW3iFms716VN3NpuT7G3sUJ5eTnKytQvo+71rDtf0Xb+tTPK/5fdvoQ2RojTkGXqTisoKEBlVVWjy9i7toa7VweVNnXdN8XaVmLuP8bYv03BkM8fS8hZEV9oaKjK9GXLlmH58uU6tWXMmqUxSUlJSEpKQl5eHmpra1XmJSYm6tyeMia9n1lPjx490KNHD7Gak8TixYsRGxurfHz9+nWEhobCw8MDnp6eEkbWOMWvNQ8PD4NPnC667QIAcHV1kSxfT8/eyG6qvkeqw9+//I2Zc9Htu28udT0aHRrpMVXXTmPT9IkJaJizMbeVtm0be38RczvXpU3c2m5PMbexgiJvFxf92q4o8wMA9MlfAOSrzvNq7idanIYuU3eah4cHsh0dNS5jaNxitSXW/mOs/dsU9H0tLSXn0tJSAMC5c+cQGBionK5r76IU4uPjsWLFCvTu3Rv+/v6ivs6iFYym4ud398MwNzcX/v7+yum5ubnKgtXPzw95eXkqz6uursbt27eVz1enfnezoitaJpOZ9c6tiM/QGBXPlzpffy3OcTRWzorHzXx1uzWXutdO39ezsefVjdGY20rbtk2xv4i1neu3CQDF+eeR2Ui7xfnnVdZf93nG3MZ15ysm69q2v4bzh7V5b+kSpyHLNJhm5NdXrLZEy1dNm5bCkPe+JeSsiM3NzQ3u7u4GtWXMmkWdjRs3Ytu2bZg4caJBcatjcQVjcHAw/Pz8kJSUpHyxi4qKcOzYMTzzzDMAgKioKBQUFODkyZMIDw8HABw4cAC1tbVGO1RORJZBl0GrLfViEl7Nax44OgCZumaprKxEdHS0qDkomGXBWFJSgoyMDOXjK1eu4PTp0/Dy8kLr1q0xb948rFy5Eh06dFBeoh4QEKAc9ygkJAQPPvggZsyYgY0bN6KqqgqzZs3C2LFjzeZqI7JO1vwFYcrhTYxJ20GrTXFFv6Xci9yUcVrDe4ijA9gWc6pZpk+fju3bt2PJkiVipgjATAvGEydO4P7771c+VpxXOHnyZGzbtg3PPfccSktL8eSTT6KgoAD9+/fH999/rxzPCAA+/vhjzJo1CzExMcpBMNevX2/yXMg2WPsXhKmHNzE2qQszTfcib2x0ASmY8p7pjd0mr24clsJchxUj4zCnmqW8vBybN2/G/v37ERYWBse/zw1WWLNmjZ5ZmmnBOGjQII2X3ctkMqxYsQIrVqxodBkvLy+zGvDSXNXtNbLUX/PmwNq/IMQco5Ms517kpoxT3W3yAMvdxywxZtKPOdUsqampykPfaWlpDeIwhFkWjGQajfUaWdqveXMh9hdE3UNzgiCgstoOnp69NT7H2Ore19hWiXXIVN29yIvy0nFVEFBaWoaa0kyD4hRLo3H+PU2X1+Bez+Nt8ogM89NPPxmtbRaMNkxdr5Gl/pq3JpoOb2c3Parzla4kDmOedmAppzToG6el5EdEjWPBSOw1MjPqDm8X5qYjLGtOg/EpyXSMedpB3baFv3sYXV1d4OzsblY/4PR9De71PHO/8weROYuNjcWLL74IV1dXlbGk1bG6cxiJbF39L98/BaHBnW+MzRquVhWbMYs3RduCIODOnTvw9PQ0y8Oz+r4GUhS+3IfJFqSkpKDq7zslpaSkNLocz2EkIlHx8CFZOu7DZEvqnrfIcxiJyGSs/Ypvsn7ch4mgPNVDrCMVLBiJqAF+qZKlM9aoBTy0/Y+6h/wBFuTmYsuWLVi7di0uXboEAOjQoQPmzZuH6dOnG9QuC0YiIqJGNHZ425YPbWs65G+MQd1Je0uXLsWaNWswe/ZsREVFAQCSk5Mxf/58ZGZmahwL8l5EKRiTkpKQlJSEvLw81NbWqsxLTEwUYxVEREQmp+7wtq33pKl7Tcx18Hlbs2HDBrz77rsYN26cctrIkSMRFhaG2bNnS1swxsfHY8WKFejduzf8/f3N8qo+onvh4SYiaowtF4eNqf+aKAZ1J2lVVVWhd++GN3gIDw9HdXW1QW0bXDBu3LgR27Ztw8SJEw1tisjkLO1wU1HeeVyVyVjYEhFRAxMnTsSGDRsajLe4efNmjB8/3qC2DS4YKysrER0dbWgzRJKwlMNNcmd3AEBY1hyV8RjNtbAlIiLTqDtYt0wmw3vvvYcff/wRffvevfXvsWPHkJmZiUmTJhm0HoMLxunTp2P79u1YsmSJoU0RScLcikN1/AI742LYfjg51CpP+zDHwpaIiEyr/mDd4eHhAIDLly8DALy9veHt7Y3ff//doPUYXDCWl5dj8+bN2L9/P8LCwuDo6Kgy35Db0BDRP7x92pnt3T+IiEgaxhysuy6DC8bU1FT06NEDAJCWlqYyj19sRERERJbP4ILRVJUtEREREUnDTuoAiIiIiMi86dXDGBsbixdffBGurq4qV+eow3MYiYiIiCybXgVjSkoKqqqqlP9vDM9hJCIiIjK+qqoqPPjgg9i4cSM6dOggevt6FYx1z1vkOYxERERE0nJ0dERqaqrR2hf1HEZBECAIgphNEhERkYUoykvH1cvHlX85WbwrlSlNmDABW7ZsMUrbBl8lDQBbtmzB2rVrcenSJQBAhw4dMG/ePEyfPl2M5omIiMiMNXabVQDIiT7KmwyYSHV1NRITE7F//36Eh4fD1dVVZb4h15UYXDAuXboUa9aswezZsxEVFQUASE5Oxvz585GZmYkVK1YYugoiIiIyY+pus1qUl45u1+aoTCPjSktLQ69evQAAFy9eVJln6HUlBheMGzZswLvvvotx48Ypp40cORJhYWGYPXs2C0YiIiIbUL8X8SrQoLeRjMuY15UYfA5jVVUVevfu3WB6eHg4qqurDW2+UW3atIFMJmvwN3PmTADAoEGDGsx7+umnjRYPERER2R5zq0d++eUXTJgwAdHR0bh+/ToA4MMPP8Thw4cNatfggnHixInYsGFDg+mbN2/G+PHjDW2+Ub/99huys7OVf/v27QMAPPbYY8plZsyYobLM6tWrjRYPERER2R5zqkd27tyJoUOHokmTJjh16hQqKioAAIWFhVi1apVBbes9cLeCTCbDe++9hx9//BF9+/YFABw7dgyZmZmYNGmSQcFp0qJFC5XHL7/8Mtq1a4f77rtPOc3FxQV+fn5Gi4GIiIhsmznVIytXrsTGjRsxadIk7NixQzm9X79+WLlypUFt6z1wd13h4eEAgMuXLwMAvL294e3tjd9//92g4LRVWVmJjz76CLGxsSondX788cf46KOP4OfnhxEjRmDJkiVwcXFptJ2KigplNQ4AxcV3T9Q15+GCFLHpE5/iOeacnzqG5GypmLPtsMW8mbN1qv8dYyk5K+IrLi5GUVGRcrpcLodcLtf4XLHqEX1duHABAwcObDC9WbNmKCgoMKhtgwfuNge7d+9GQUEBpkyZopz2n//8B0FBQQgICEBqaioWLlyICxcu4Msvv2y0nYSEBMTHxzeYXlBQ0ODSdHNSXl6u1Y5wM+8yqipKlI/Lbl9CGwClpWW4c+eO0eIzBm1ztibM2XbYYt7M2fqUlpYp/1V8x1hCzor4QkNDVaYvW7YMy5cv1/hcseoRffn5+SEjIwNt2rRRmX748GG0bdvWoLZFGYdRalu2bMGwYcMQEBCgnPbkk08q/9+tWzf4+/sjJiYGly9fRrt27dS2s3jxYpXD7devX0doaCg8PDzg6elpvAQMoPi15uHhofGS+Zzr59ExdbDaeV7N/cw2P3W0zdmaMGfbyBmwzbyZs3XmXHT7bg+aq6sLPD09LSbn0tJSAMC5c+cQGBionH6v3kVAvHpEXzNmzMDcuXORmJgImUyGGzduIDk5GXFxcViyZIlBbVt8wXj16lXs37//npV6ZGQkACAjI6PRDVS/u1nRFa24qslc1b3yqjGVf4+DdbbVerj7/DP0gVzuBn8LHFBVm5ytDXO2HbaYN3O2Poq86uZoCTkrYnNzc4O7u7vWzxOzHtHXokWLUFtbi5iYGJSVlWHgwIGQy+WIi4vD7NmzDWrb4gvGrVu3wsfHB8OHD9e43OnTpwEA/v7+JojKfLn7hCCoXYTUYRAREVkVc6hHZDIZnn/+eSxYsAAZGRkoKSlBaGgomjZtanDbFl0w1tbWYuvWrZg8eTIcHP5J5fLly9i+fTseeughNG/eHKmpqZg/fz4GDhyIsLAwCSMmIiIia2Nu9YiTkxNCQu4ePRSrN9egcRirqqoQExOjvIe0qe3fvx+ZmZmYOnWqynQnJyfs378fQ4YMQefOnfHss8/iX//6F77++mtJ4iQiIiLrZU71yJYtW9C1a1c4OzvD2dkZXbt2xXvvvWdwuwb1MDo6OiI1NdXgIPQ1ZMgQtZfnt2rVCj///LMEEREREZGtMZd6ZOnSpVizZg1mz56NqKgoAEBycjLmz5+PzMxMg27XbPAh6QkTJmDLli14+eWXDW2KiIiIiPS0YcMGvPvuuxg3bpxy2siRIxEWFobZs2dLWzBWV1cjMTER+/fvR3h4eIPxCtesWWPoKoiIiIjoHqqqqtC7d+8G08PDw1FdXW1Q2wYXjGlpaejVqxcA4OLFiyrzzPmyeSIiIiJrMnHiRGzYsKFBZ93mzZsxfvx4g9o2uGA0t7u+EBEREdmqLVu24Mcff0Tfvn0BAMeOHUNmZiYmTZqkcnMSXY8AizKszi+//IJNmzbhjz/+wOeff47AwEB8+OGHCA4ORv/+/cVYBRERERFpUPeo7+XLlwEA3t7e8Pb2RlpamnI5fY4AG1ww7ty5ExMnTsT48eNx6tQpVFRUAAAKCwuxatUq7N2719BVEBEREdE9GPOor0HjMALAypUrsXHjRrz77rtwdHRUTu/Xrx9OnTplaPNEREREJDGDexgvXLiAgQMHNpjerFkzFBQUGNo86SknKx0Vf98/GgCK8tIljIaIiIgsmcEFo5+fHzIyMtCmTRuV6YcPH0bbtm0NbZ70kJOVDr8jfdXOk8vdTBwNERERWTqDC8YZM2Zg7ty5SExMhEwmw40bN5CcnIy4uDgsWbJEjBhJR4qexbOt1sPdJ0Q5XS53g1/LkMaeRkRERKSWwQXjokWLUFtbi5iYGJSVlWHgwIGQy+WIi4vD7NmzxYiR9OTuE4KgdhFSh0FEREQWzuCCUSaT4fnnn8eCBQuQkZGBkpIShIaGomnTpmLER0RERERa+OuvvyAIAlxcXAAAV69exa5duxAaGoohQ4YY1LYo4zACgJOTE0JC7h7u5B1eiIiIiExr1KhReOSRR/D000+joKAAkZGRcHR0xM2bN7FmzRo888wzerdt8LA6wN1Rxbt27QpnZ2c4Ozuja9eueO+998RomoiIiIi0cOrUKQwYMAAA8MUXX8DX1xdXr17FBx98gPXr1xvUtsE9jEuXLsWaNWswe/ZsREVFAQCSk5Mxf/58ZGZmYsWKFYaugoiIiIjuoaysDG5ud0dD+fHHH/HII4/Azs4Offv2xdWrVw1q2+CCccOGDXj33Xcxbtw45bSRI0ciLCwMs2fPZsFIREREZALt27fH7t27MWbMGPzwww+YP38+ACAvLw/u7u4GtW3wIemqqir07t27wfTw8HBUV1cb2jwRERERaWHp0qWIi4tDmzZtEBERoTzy++OPP6Jnz54GtW1wwThx4kRs2LChwfTNmzdj/PjxhjZPRERERFp49NFHkZmZiRMnTuDHH39UTo+JicHatWsNaluUq6S3bNmCH3/8EX373r27yLFjx5CZmYlJkyYhNjZWudyaNWvEWB0RERERqXHp0iVs2rQJf/zxBz7//HMEBgbiwoULCA4ONqhdgwvGtLQ09OrVCwBw+fJlAIC3tze8vb2RlpamXI5D7RAREREZz86dOzFx4kSMHz8ep06dQkVFBQCgsLAQq1atwt69e/Vu2+CC8aeffjK0CSIiIiIy0MqVK7Fx40ZMmjQJO3bsUE7v168fVq5caVDboozDSERERETSunDhAgYOHNhgerNmzVBQUGBQ2ywYiYiIiKyAn58fMjIyGkw/fPgw2rZta1DbLBiJiIiIrMCMGTMwd+5cHDt2DDKZDDdu3MDHH3+MuLg4g24LCFhwwbh8+XLIZDKVv86dOyvnl5eXY+bMmWjevDmaNm2Kf/3rX8jNzZUwYiIiIttTlJeOq5eP4+rl47iZd1nqcERnTvXIokWL8J///AcxMTEoKSnBwIEDMX36dDz11FOYPXu2QW2LMqyOVLp06YL9+/crHzs4/JPO/Pnz8e233+Lzzz9Hs2bNMGvWLDzyyCP49ddfpQiViIjIpsjld29R1+3aHODaP9Ozmx6Ff8sQiaIyDnOpR2QyGZ5//nksWLAAGRkZKCkpQWhoKJo2bWpw26IUjL/88gs2bdqEy5cv44svvkBgYCA+/PBDBAcHo3///mKsQi0HBwf4+fk1mF5YWIgtW7Zg+/bt+L//+z8AwNatWxESEoKjR48qx4skIiIi4/BrGYKc6KOoqCgGABTmpiMsaw4qyoskjkx85laPODk5ITQ0VNQ2DS4Y6475k5KSIuqYP/dy6dIlBAQEwNnZGVFRUUhISEDr1q1x8uRJVFVVYfDgwcplO3fujNatWyM5ObnRDVRRUaGMHwCKi+/u5IIgQBAEo+VhCEVsdeNT/N+c4zaEupytHXO2HbaYN3O2Xr6B/xya/bNWALIAQYBZ562Irbi4GEVF/xS3crkccrlc7XPErkd0UfcGKfdiyA1UDC4YjTnmjyaRkZHYtm0bOnXqhOzsbMTHx2PAgAFIS0tDTk4OnJyc4OHhofIcX19f5OTkNNpmQkIC4uPjG0wvKCiAq6ur2CmIpry8XOVy+dLSMuW/d+7ckSgq46qfsy1gzrbDFvNmztavrKxM+a85fzcptkn9Hrply5Zh+fLlDZY3Rj2ii5SUFK2WM/QGKgYXjMYc80eTYcOGKf8fFhaGyMhIBAUF4bPPPkOTJk30anPx4sUqlfr169cRGhoKDw8PeHp6GhyzMSh+oXp4eCh3hqLbLgAAV1cXs43bEOpytnbM2TZyBmwzb+ZsGzkX3rr73eTiYt7fTaWlpQCAc+fOITAwUDm9sd5FY9QjujDVDVQMLhgVY/60adNGZboYY/7owsPDAx07dkRGRgYeeOABVFZWoqCgQKWqz83NVXuOgUL97mZFV7TiqidzVffKLMXjutOtUf2cbQFzth22mDdztn6KNGUy875dsCI2Nzc3uLu76/x8MeoRc2TwsDrGHPNHFyUlJbh8+TL8/f0RHh4OR0dHJCUlKedfuHABmZmZiIqKMllMREREZFukrEcSEhKQmJjYYHpiYiJeeeUVg9o2uIdx0aJFqK2tRUxMDMrKyjBw4EDI5XLExcUZPOaPJnFxcRgxYgSCgoJw48YNLFu2DPb29hg3bhyaNWuGadOmITY2Fl5eXnB3d8fs2bMRFRXFK6SJiIhINOZUj2zatAnbt29vML1Lly4YO3YsFi5cqHfbBheMxhzzR5OsrCyMGzcOt27dQosWLdC/f38cPXoULVq0AACsXbsWdnZ2+Ne//oWKigoMHToU77zzjlFjIiIiIttiTvVITk4O/P39G0xv0aIFsrOzDWpbtIG7jTHmjyZ1r8hWx9nZGW+//TbefvttE0VEREREtsac6pFWrVrh119/RXBwsMr0X3/9FQEBAQa1bXDB2Nj4PzKZDM7Ozmjfvj1GjRoFLy8vQ1dFRERERI2YMWMG5s2bh6qqKuVA4UlJSXjuuefw7LPPGtS2wQVjSkoKTp06hZqaGnTq1AkAcPHiRdjb26Nz585455138Oyzz+Lw4cMm7YEkIiIisiULFizArVu38N///heVlZUQBAFNmjTBwoULsWjRIoPaNvgq6VGjRmHw4MG4ceMGTp48iZMnTyIrKwsPPPAAxo0bh+vXr2PgwIGYP3++oasiIiIiokbIZDK88soryM/Px9GjR5Gamorbt29j6dKl0g/c/eqrr2Lfvn0qYxU1a9YMy5cvx5AhQzB37lwsXboUQ4YMMXRVRERERFRHbGwsXnzxRbi6ut7zNoGS3hqwsLAQeXl5DQ435+fnKwe+9vDwQGVlpaGrIiIiIqI6UlJSUFVVpfx/YyTvYRw1ahSmTp2K119/HX369AEA/Pbbb4iLi8Po0aMBAMePH0fHjh0NXRURERER1VH31oDGvE2gwecwbtq0CTExMRg7diyCgoIQFBSEsWPHIiYmBhs3bgQAdO7cGe+9957BwRIRERGRepmZmRAEodF5hjC4h7Fp06Z49913sXbtWvzxxx8AgLZt26oM3N2jRw9DV0NEREREGgQHByM7Oxs+Pj4q02/duoXg4GDU1NTo3bZBPYxVVVWIiYnBpUuX0LRpU4SFhSEsLMzod3khIiIiIlWCIKg9V7GkpATOzs4GtW1QD6OjoyNSU1MNCoCIiIiI9Ke4Olomk2HJkiVwcXFRzqupqcGxY8cMPtpr8CHpCRMmYMuWLXj55ZcNbYqIiIiIdKS4OloQBJw9exZOTk7KeU5OTujevTvi4uIMWofBBWN1dTUSExOxf/9+hIeHw9XVVWW+IWP+EBEREZFmiqujn3jiCaxfvx5ubm6ir8PggjEtLQ29evUCcPeWgHUZOuYPEREREd1bVVUVMjMzkZOTY54FozHH/CEiIiKiezP2dSUGF4wK586dQ2ZmpsodXWQyGUaMGCHWKoiIiIioEca8rsTggvGPP/7AmDFjcPbsWchkMuWAkYrD0YaM+UNERERE2jHmdSUGF4xz585FcHAwkpKSEBwcjOPHj+PWrVt49tln8dprrxnaPGkp5/p5VFYUAwCK8tIljoaIiIhMzZjXlRhcMCYnJ+PAgQPw9vaGnZ0d7Ozs0L9/fyQkJGDOnDkab4RN4riZdxkdUwc3mC6Xi3/SKxEREZknY15XYnDBWFNTo7wax9vbGzdu3ECnTp0QFBSECxcuGBwg3VtVRQkA4Gyr9XD3CQFwt1j0axkiZVhEREQkAWNcV2Jwwdi1a1ecOXMGwcHBiIyMxOrVq+Hk5ITNmzejbdu2hjZPOnD3CUFQuwipwyAiIiIJGPO6EoPuJQ0AL7zwAmprawEAK1aswJUrVzBgwADs3bsX69evN7R5IiIiItKC4rqSvLw8uLi44Pfff8ehQ4fQu3dvHDx40KC2De5hHDp0qPL/7du3x/nz53H79m14enpy4G4iIiIiEzHmdSUG9zCq4+XlxWKRiIiIyITUXVcCQJTrSkQZuDspKQlJSUnIy8tTHp5WSExMFGMVRERERKSBMa8rMbiHMT4+HkOGDEFSUhJu3ryJO3fuqPwZS0JCAvr06QM3Nzf4+Phg9OjRDarnQYMGQSaTqfw9/fTTRouJiIiIbIs51SPGvK7E4B7GjRs3Ytu2bZg4caKhTenk559/xsyZM9GnTx9UV1fjf//7H4YMGYJz586pjGw+Y8YMrFixQvnYxcXFpHESERGR9TKnesSY15UYXDBWVlYiOjra0GZ09v3336s83rZtG3x8fHDy5EkMHDhQOd3FxQV+fn6mDo+IiIhsgDnUI7W1tXj11VexZ88eVFZWIiYmBsuWLUOTJk3g5eUlyjoMLhinT5+O7du3Y8mSJWLEo7fCwkIAaPDCfPzxx/joo4/g5+eHESNGYMmSJY1W9RUVFaioqFA+Li6+e6s9QRCUYxmZG0EQgL9jM+c4xaTI0xZyVWDOtsMW82bOtkGRalFeOv6sM13u7A6/wM5ShKSWYpsUFxejqKhIOV0ul0Mul9/z+WLUI7p66aWXsHz5cgwePBhNmjTBG2+8gby8PFGvI5EJeuytsbGxyv/X1tbi/fffR1hYGMLCwuDo6KiyrCE3utZWbW0tRo4ciYKCAhw+fFg5ffPmzQgKCkJAQABSU1OxcOFCRERE4Msvv1TbzvLlyxEfH99gempqKgIDA40Wv6GuXv4NPa88jt877YZ/q+5Sh2MSf/31F5o0aSJ1GCbFnG2HLebNnK1fY7exBYCLYfvh7dPOxBGpd/36dYSFhTWYvmzZMixfvlzjc8WqR3TVoUMHxMXF4amnngIA7N+/H8OHD8dff/0FOztxBsTRq2C8//77tWtcJsOBAwd0DkpXzzzzDL777jscPnwYLVu2bHS5AwcOICYmBhkZGWjXruGOWb+H8fr16wgNDUVmZqbGdqUkCALSUw+iy8Ux+LPXjzZxpxdBEHDnzh2bGuuTOdtGzoBt5s2cbSfnSxdOwMlBgCLlorzzCMuaY1bfX1lZWWjdujXOnTun0lmkTQ+jWPWIruRyOTIyMtCqVSvlNGdnZ2RkZIhWv+h1SNqYN7fW1axZs/DNN9/g0KFD93xRIiMjAaDRDVR/Z1B0RSuuaDJbf8dm9nGKqO6VZraCOdsOW8ybOduGFr7tVYrkqzIZkGVe31+KONzc3ODu7q7188SsR3RVXV0NZ2dnlWmOjo6oqqoyuG0Fvc9hPHDgAGbNmoWjR482eEELCwsRHR2NjRs3YsCAAQYHqY4gCJg9ezZ27dqFgwcPIjg4+J7POX36NADA39/fKDERERGRbTGHekQQBEyZMkWl06u8vBxPP/20ypXahhwC17tgXLduHWbMmKG2+m7WrBmeeuoprFmzxmgF48yZM7F9+3Z89dVXcHNzQ05OjnLdTZo0weXLl7F9+3Y89NBDaN68OVJTUzF//nwMHDhQ7bkJRERERLoyh3pk8uTJDaZNmDBBlLYV9C4Yz5w5g1deeaXR+UOGDMFrr72mb/P3tGHDBgB3B8Osa+vWrZgyZQqcnJywf/9+rFu3DqWlpWjVqhX+9a9/4YUXXjBaTERERGRbzKEe2bp1q2htNUbvgjE3N7fBFdEqDTs4ID8/X9/m7+le1+q0atUKP//8s9HWT0RERGQr9Yje11oHBgYiLS2t0fmpqak8V5CIiIjICuhdMD700ENYsmQJysvLG8z766+/sGzZMjz88MMGBUdERERE0tP7kPQLL7yAL7/8Eh07dsSsWbPQqVMnAMD58+fx9ttvo6amBs8//7xogdI/crLSUVHxz11oym5fkjgiIiIismZ6F4y+vr44cuQInnnmGSxevFh5DF8mk2Ho0KF4++234evrK1qgdFdOVjr8jvRVmdbm73/lcjeTx0NERETWz6B7SQcFBWHv3r24c+cOMjIyIAgCOnToAE9PT7Hio3oUPYtnW62Hu08IBEFAaWkZvJr7wb9liMTRERERkTUyqGBU8PT0RJ8+fcRoirTk7hOCoHYRKreXIiIiIjIGce5ITURERERWiwUjEREREWnEgpGIiIiINGLBSEREREQasWAkIiIiIo1YMBIRERGRRiwYiYiIiEgjFoxEREREpBELRiIiIiLSiAUjEREREWkkyq0BybhystKV95AuykuXOBoiIiKyNSwYzVxOVjr8jvRtMF0ud5MgGiIiIuOq20miIJe7wa9liEQREcCC0ewp3jRnW62Hu8/dNwvfOEREZI0a6yQBgJzoo/zukxALRgvh7hOCoHYRUodBREQkuqK8dFz9+18/qHaSFOWlo9u1OQ16Hcm0WDASERGRJBSnV3W7Nge49s/0Fq0ilL2JVwGVeSQNFoxEREQkCb+WIciJPqrSe8jTrswTC0YiIiKSDItDy8BxGImIiIhII6svGN9++220adMGzs7OiIyMxPHjx6UOSaOcrHRcvXxc+cdxF4mIiMyfpdUburLqQ9KffvopYmNjsXHjRkRGRmLdunUYOnQoLly4AB8fH6nDa0DTcAIcd5GIiMg8WVq9oQ+rLhjXrFmDGTNm4IknngAAbNy4Ed9++y0SExOxaNEiiaNrODipuuEEAJ4ATEREpBh6R8GcvhvNvd4Qg9UWjJWVlTh58iQWL16snGZnZ4fBgwcjOTlZ7XMqKipQUVGhfFxYWAgAuHHjBgRBEDW+m3kZaHd2FFzqTPMEUASg2qk17Jz8ldOrBODaNfVjCgiCgMLCQpSUlEAmk4kao7lizszZmtli3syZOWtyu6AUnmUCgi7MBi6ozkvp9hW8fdqLGmd2djaAuzWAu7u7crpcLodcLm+wvD71hiWy2oLx5s2bqKmpga+vr8p0X19fnD9/Xu1zEhISEB8f32B6ZGSkUWJs3P+ZeH1ERESWyHjfl127dlV5vGzZMixfvrzBcvrUG5bIagtGfSxevBixsbHKx9XV1UhPT0erVq1gZ2ee1wcVFxcjNDQU586dg5ubbZznyJyZszWzxbyZM3M2J7W1tcjMzERoaCgcHP4pk9T1LtoSqy0Yvb29YW9vj9zcXJXpubm58PPzU/scdd3N/fr1M1qMYigqKgIABAYGqnSdWzPmzJytmS3mzZyZs7lp3bq11svqU29YIvPsNhOBk5MTwsPDkZSUpJxWW1uLpKQkREVFSRgZERERWQtbqTestocRAGJjYzF58mT07t0bERERWLduHUpLS5VXMREREREZyhbqDasuGP/9738jPz8fS5cuRU5ODnr06IHvv/++wYmplkwul2PZsmU2dW4Fc7YNtpgzYJt5M2fbYM0520K9IRPEHi+GiIiIiKyK1Z7DSERERETiYMFIRERERBqxYCQiIiIijVgwEhEREZFGLBiJiIiISCMWjERERESkEQtGIiIiItKIBSMRERERacSCkYiIiIg0YsFIRERERBqxYCQiIiIijVgwEhEREZFGLBiJiIjIbBw6dAgjRoxAQEAAZDIZdu/erdPzy8vLMWXKFHTr1g0ODg4YPXq02uUOHjyIXr16QS6Xo3379ti2bZvBsVszFoxERERkNkpLS9G9e3e8/fbbej2/pqYGTZo0wZw5czB48GC1y1y5cgXDhw/H/fffj9OnT2PevHmYPn06fvjhB0NCt2oyQRAEqYMgIiIiqk8mk2HXrl0qvYQVFRV4/vnn8cknn6CgoABdu3bFK6+8gkGDBjV4/pQpU1BQUNCgl3LhwoX49ttvkZaWppw2duxYFBQU4PvvvzdSNpaNPYxERERkMWbNmoXk5GTs2LEDqampeOyxx/Dggw/i0qVLWreRnJzcoPdx6NChSE5OFjtcq8GCkYiIiCxCZmYmtm7dis8//xwDBgxAu3btEBcXh/79+2Pr1q1at5OTkwNfX1+Vab6+vigqKsJff/0ldthWwUHqAIiIiIi0cfbsWdTU1KBjx44q0ysqKtC8eXOJorINLBiJiIjIIpSUlMDe3h4nT56Evb29yrymTZtq3Y6fnx9yc3NVpuXm5sLd3R1NmjQRJVZrw4KRiIiILELPnj1RU1ODvLw8DBgwQO92oqKisHfvXpVp+/btQ1RUlKEhWi0WjERERGQ2SkpKkJGRoXx85coVnD59Gl5eXujYsSPGjx+PSZMm4fXXX0fPnj2Rn5+PpKQkhIWFYfjw4QCAc+fOobKyErdv30ZxcTFOnz4NAOjRowcA4Omnn8Zbb72F5557DlOnTsWBAwfw2Wef4dtvvzV1uhaDw+oQERGR2Th48CDuv//+BtMnT56Mbdu2oaqqCitXrsQHH3yA69evw9vbG3379kV8fDy6desGAGjTpg2uXr3aoI26Jc/Bgwcxf/58nDt3Di1btsSSJUswZcoUo+Vl6VgwEhEREZFGHFaHiIiIiDTiOYwaVFdXIyUlBb6+vrCzY21NRERk7Wpra5Gbm4uePXvCwYFlkgJfCQ1SUlIQEREhdRhERERkYsePH0efPn2kDsNssGDUQDEK/PHjx+Hv7y9xNOoJgoCCggJ4eHhAJpNJHY5JMGfmbM1sMW/mzJzNSXZ2NiIiIhrcCcbWsWDUQHEY2t/fHy1btpQ4GvUEQYCrqys8PT3N+g0oJubMnK2ZLebNnJmzOeKpaKr4ahARERGRRiwYiYiIiEgjFoxEREREpBELRiIiIiLSiAUjEREREWnEgpGIiIiINOKwOkSkt5ysdFRUFCsfy+Vu8GsZImFERNqrv/8C3IeJGsOCkYj0kpOVDr8jfRtOjz7KL1wye43tvwD3YSJ1WDASkV4UPTNnW62Hu08IivLS0e3anAY9NkTmqP7+C4D7MJEGLBiJyCDuPiEIaheBqwBwTepoiHSj2H8BcB8m0oAXvRARERGRRiwYiYiIiEgjFoxEREREpBHPYaR74tATREREto0FI2nEoSdsA8dTJDJf/NFO5oAFI2nEoSesH8dTJDJf/NFO5oIFI2mFQ09YL46nSGS++KOdzAULRiICwPEUSX88pcH4+KOdpMaCkYjIyKz5HDSe0kBkG1gwEhEZkbWfg8ZTGohsAwtGskg38y6j6HYtZDKZcpq19NiQdbGVc9B4SgPZqpqaGixfvhwfffQRcnJyEBAQgClTpuCFF15Q+Y6ydCwYyeLkXD+PjqmD1c+zwB4baz5cSf/gOWhkavxsMY1XXnkFGzZswPvvv48uXbrgxIkTeOKJJ9CsWTPMmTNH6vBEw4KRLE5FeREAILXlejTzteweG2s/XElE0uBni+kcOXIEo0aNwvDhwwEAbdq0wSeffILjx49LHJm4WDCSxXL36WzxPTa2criSiEyLny2GKy4uRlFRkfKxXC6HXC5vsFx0dDQ2b96MixcvomPHjjhz5gwOHz6MNWvWmDJcozOLe0kfOnQII0aMQEBAAGQyGXbv3q2cV1VVhYULF6Jbt25wdXVFQEAAJk2ahBs3bmhsc/ny5ZDJZCp/nTt3NnImRPpRHK4Maheh/HAnIjIUP1v0FxoaimbNmin/EhIS1C63aNEijB07Fp07d4ajoyN69uyJefPmYfz48SaO2LjMooextLQU3bt3x9SpU/HII4+ozCsrK8OpU6ewZMkSdO/eHXfu3MHcuXMxcuRInDhxQmO7Xbp0wf79+5WPHRzMIl0iUfD8JCLSR1Fe+t2jMuBnhibnzp1DYGCg8rG63kUA+Oyzz/Dxxx9j+/bt6NKlC06fPo158+YhICAAkydPNlW4RmcWFdSwYcMwbNgwtfOaNWuGffv2qUx76623EBERgczMTLRu3brRdh0cHODn5ydqrETmgOcnEZGu5HI3AEC3a3NUTuHhZ4Z6bm5ucHd3v+dyCxYsUPYyAkC3bt1w9epVJCQkGFQwHjt2DJGRkXo/X2xmUTDqqrCwEDKZDB4eHhqXu3TpEgICAuDs7IyoqCgkJCRoLDArKipQUVGhfFxcfLf3RhAECIIgSuxiU8RmrPgU7dZdh7pppqRYpSDAbGLSl7avb/3tXF7nwh93n7unWhTlnUdY1hyUlxfp9Bo0to57vZb6Pk9b2dfTcedmDgpvuUIxMoXc2R1+gZZ1aomu7yFjv6fFZsh+kHP9PCrKiyAIQFlpKcrL/OAfaJrCRerPNm23s75xqlvGN7AzsqOPKi8c1PczQ1+Wsm/rGl9ZWRns7FTP8LO3t0dtba1BcTz22GPIzMw0qA0xWVzBWF5ejoULF2LcuHEaK//IyEhs27YNnTp1QnZ2NuLj4zFgwACkpaXBzc1N7XMSEhIQHx/fYHpBQQFcXV1Fy0Fs5eXlKCgoMErbpaVlyn/v3LnT6DRTKisrU/5rLjHpS5fXt+52Vixj79oa7l4dVKblXzuj/D8AOMqbwtunndYxaPta6vs8bdzMu4yOqYMRoGbexbD9GvOR2s28y6iqKFE+Lrt9CW2g23vImO9psem7Hyi2sYqLxt2+dbeNPttFbNpsZ20/I7TZ7wBA7uILuYtvo+0YmyXs27rGN2LECLz00kto3bo1unTpgpSUFKxZswZTp06953Mff/xxtdMFQcDt27d1isPYLKpgrKqqwuOPPw5BELBhwwaNy9Y9xB0WFobIyEgEBQXhs88+w7Rp09Q+Z/HixYiNjVU+vn79OkJDQ+Hh4QFPT09xkhCZ4teah4eHUQYILbrtAgBwdXVRvgbqpplS4a2763dxMZ+Y9KXt61t/O6tbpqLs7ukXffIXAPmq68mOPtpoz1z9trR9LfV9njaKbt/9Zf5bi9XwbtkDMtk/vSFODrVmu401jRHq1dxPq/3V2O9psem//9zdxqkt18OtRWfczDqNPvnPGW37NrZttN0uYtN2O2vzGaHtfqdN28ZkKft2aWmpTsu/+eabWLJkCf773/8iLy8PAQEBeOqpp7B06dJ7Pnf//v348MMP0bRpU5XpgiDg0KFDOsVhbBZTMCqKxatXr+LAgQNanVdQl4eHBzp27IiMjIxGl6l/ybzicnrFVdbmqu6V4MZou+46GptmSopVymQwm5j0pcvrW/+q//rL+LcMQU70UZULYRTDaFRWFDf6utRvS9vXUt/naUPxfBevjmjTPgIymQxXZTIgy7y3caWaoUyAu+eO+dc5R+xer5Ux39NiM3T/aeYbgtZt+9w9cpBvvO2rbtvoul3Eps121uYzQtv9Tpu2jc0S9m1dY3Nzc8O6deuwbt06ndc1aNAguLm5YeDAgQ3mhYWF6dyeMVlEwagoFi9duoSffvoJzZs317mNkpISXL58GRMnTjRChETmof6J65Y6PqWlq3tXFzIv1rxtrDk3a/Xll182Oq/+Bb9SM4uCsaSkRKXn78qVKzh9+jS8vLzg7++PRx99FKdOncI333yDmpoa5OTkAAC8vLzg5OQEAIiJicGYMWMwa9YsAEBcXBxGjBiBoKAg3LhxA8uWLYO9vT3GjRtn+gSJJMZhNIiIyBBmUTCeOHEC999/v/Kx4jzCyZMnY/ny5dizZw8AoEePHirP++mnnzBo0CAAwOXLl3Hz5k3lvKysLIwbNw63bt1CixYt0L9/fxw9ehQtWrQwbjJEZoTDaBARWY6cnByzHQ7QLArGQYMGaTV8hyZ//vmnyuMdO3YYGhaRxfOrd16judwarP6g4/r2emo7eLk+6+PA6JaD24qsxZAhQ5Camip1GGqZRcFIRMZT90vTHM5pbGzQcW17PRWH18sKsxCS8YT6ddRpS5/1cWB0y8FtRdbEnMeoZMFIRCZVUe+KTm17PRs7vJ7efitcmrUEoL4HVZ/11X9OY22T9LityJqY89XjLBiJSBKKKzq17fWsf3gduFtEhmjZg6rr+uo+515tk/S4rcTDQ/ykDgtGIi1Y2wdo3aumi/LSJY1FF5b6ehuTte2b2qibsyXtv3XjFgQBpaVlqCjz0zhWoqnxED81hgUj0T1Y0wdoY4d1686zBqYsiKUsXsx536y7DQDxitjGcpZ6/73XhVXG2FaK19jQ/a7++8UP6g/x5187rszR2n+USMXe3l7qEBrFgpHoHqzpHCl1h3UB6/nwN3VBLHXxYo77pqZtIEYRqy5nqfdfbS6sqh+3IAjIv3YGffIX6LytGnuNdd3vNG2rFq0i/rlwTO4GXOPwXKaQkpIidQiNYsFIJqXu8Fl99xoWpSjvvNHi00Ssc6SkPpxmzR/wpi6IzaV4Mafz99RtA2MUseZ0VxNdLqxSxK04JF3/vu/aaOx8Xl33O23fL+Y6PJe1+uuvvyAIAlxc7t7r++rVq9i1axdCQ0MxZMgQyeJiwUii0OY8Kk2HZBq0p8WwKHJn3e4nLoX6r0tjQ8FIfTjNmkhREJtT8WIOrP0WlfXf14offvpcWKVt2/WJtZ9r2465Dc9lzUaNGoVHHnkETz/9NAoKChAZGQlHR0fcvHkTa9aswTPPPCNJXCwYyWDanpujrjemPm2GRREEAZXVdugQ2FnMNESn6XWpOxSM1IfTiEh7mt7Xhv7wM2bbZDlOnTqFtWvXAgC++OIL+Pr6IiUlBTt37sTSpUtZMJLlqXvCdWMnSWs6JKOONsOiCIKAO3fuiJKDMTVWINcfCoaILIem97Uxzs8Uq22yHGVlZXBzu/sD4ccff8QjjzwCOzs79O3bF1evXr3Hs42HBSPprLETpeueJG0OhyzMZbgRWztcaayrY8kwYt2Oke4y5vva1j4zSFX79u2xe/dujBkzBj/88APmz58PAMjLy4O7u3SnYhmlYExLS0PXrl2N0TSZAbFOuDYGXW8bJ9b6APN5DaRi7KtjbZFYP3oMvR0jEZnO0qVL8Z///Afz589HTEwMoqKiANztbezZs6dkcYlWMBYXF+OTTz7Be++9h5MnT6KmpkaspskMmduXjL63jRN7fbb8BWyqq2NtRc718/AXadw+fW/HSESm9+ijj6J///7Izs5G9+7dldNjYmIwZswYyeIyuGA8dOgQtmzZgp07dyIgIACPPPII3n77bTFiI9KaobeNM3R9/AK+y5CrYy317jPGUlFeBEDcMRbrX8Vb//QBdWy959wUxBqAm6yHn58f/Pz8VKZFREh7moJeBWNOTg62bduGLVu2oKioCI8//jgqKiqwe/duhIaGih0jkVa0/VIT6xw7DjMhDk2Hsh3lTSWIyLwYY4xFTa+5Orbcc25Miv3b0AG4iUxB54JxxIgROHToEIYPH45169bhwQcfhL29PTZu3GiM+IhEw3PszFNjgwc7yd3g7eIrUVTWrbHXvD72nBuXt087ZEcfRaUZng9OVJ/OBeN3332HOXPm4JlnnkGHDh2MERNJSNtBY7VlTocZeY6d+VL3BWkpwydZKm2KElvtOTfllf5+gZ0hk8mM0jaRmHQuGA8fPowtW7YgPDwcISEhmDhxIsaOHWuM2MjExBw01tT39NWWtd+BwlyZ0w8Ha2BL57yJ/SNWEx6FICktXboUo0aNQnh4uNShqKVzwdi3b1/07dsX69atw6efforExETExsaitrYW+/btQ6tWrZQDTpJlEXPQWEPv6StlgWHKLyhrZ64/HCxVY6+ntb6Wpr7zCY9CkJSysrIwbNgwODk5YcSIERg5ciRiYmLg5OQkdWgADLhK2tXVFVOnTsXUqVNx4cIFbNmyBS+//DIWLVqEBx54AHv27BEzTjIhsQaN1efXuNQFBm/NJS5DfziQKnMeA9UYpLjzCY9CkFQSExNRW1uLX3/9FV9//TXmzZuH7OxsPPDAAxg1ahQefvhheHl5SRafKOMwdurUCatXr0ZCQgK+/vprJCYmitEs2SCpCwzemkt8fN3Epc9oAJbeS847n5CtsLOzw4ABAzBgwACsXr0a6enp+Prrr7Fp0yY8+eSTiIiIwMiRIzFu3DgEBgaaNDZR7/Rib2+P0aNHY/To0WI2SzbGHAoMfkFZP01jEFpygSV1Lz0RiSckJAQhISF47rnnkJ+fjz179iiP4MbFxZk0FoMKxqSkJCQlJSEvLw+1tbXK6TKZDFu2bNG6nUOHDuHVV1/FyZMnkZ2djV27dqkUnYIgYNmyZXj33XdRUFCAfv36YcOGDfe8Svvtt9/Gq6++ipycHHTv3h1vvvmm5ANfEpG0dBmD0BILLKl76YnIOFq0aIFp06Zh2rRpkqxf74IxPj4eK1asQO/eveHv72/QsAClpaXo3r07pk6dikceeaTB/NWrV2P9+vV4//33ERwcjCVLlmDo0KE4d+4cnJ2d1bb56aefIjY2Fhs3bkRkZCTWrVuHoUOH4sKFC/Dx8dE7ViKybNqOQWjJBZalxm1trOm0ACK9C8aNGzdi27ZtmDhxosFBDBs2DMOGDVM7TxAErFu3Di+88AJGjRoFAPjggw/g6+uL3bt3Nzqkz5o1azBjxgw88cQTyni//fZbJCYmYtGiRQbHTKSONX9BWNPV4+ZSUNXdX8y5QDVlnNbwHuJpAWSN9C4YKysrER0dLWYsal25cgU5OTkYPHiwclqzZs0QGRmJ5ORktQVjZWUlTp48icWLFyun2dnZYfDgwUhOTjZ6zJakbhFgqR/O5sDavyB49bi4GttfcqKPwjews0RRNaQpTrGLxsZuk1c3DkvB0wLIGuldME6fPh3bt2/HkiVLxIyngZycHACAr6/qLcJ8fX2V8+q7efMmampq1D7n/Pnzja6roqICFRUVysfFxXff7IIgQBAEveI3NkVs+sSXc/08/NUUAU5yN7PNFzAsZ3VtqWtT1/Z9AzsjO/ooKsqLVKbLnd3hF9hZp7bUxaAuPn3i1Hf95X/nldpyPdx9/ilo9MlPlzjM6b3X2HapP00b9feXorzzCMuag/Lyojp5/7NeqV6De8WpiO9ecWrz2jVv0RY3opNRWV6vyBLxPXSvOLVpS9t2Giv8G2vPkhjyWlpCzuYen1T0LhjLy8uxefNm7N+/H2FhYXB0dFSZv2bNGoODM7WEhATEx8c3mF5QUABXV1cJItJOeXk5CgoKdH7e7Vs58AfwW4tX4eJ19wIiR3lTeLv4mv0t2fTNub7S0jLlv3fu3GnwWBdyF1/I1dz7WNd2FDHkXzuj/D8ACHCETBaqNm4xqWtbMc3etTXcvVQvNjPmviLWdhaDuu1SdvsS2sDw/aV+25WVlaguuYpgPdsWk6Y4Ae1eg3s9r6CgAOXl5Wji4gdnF78Gz9f3PaRuH9b19RTzM6I+c9q/dWHIa2AJOUsVX2BgIMLDwxEeHo5evXqhV69eJh86RxO9C8bU1FT06NEDAJCWlqYyT8z7Yvr53f3wyM3Nhb+/v3J6bm6ucv31eXt7w97eHrm5uSrTc3Nzle2ps3jxYsTGxiofX79+HaGhofDw8ICnp6cBWRiP4teah4eHzq970W0XAECLVt0taggZQ3KuT/EauLq6wNPTs8FjKVSU3d1H++QvAPJV591ongz/wBCjxqmubSleFzG3sxg0bRev5n4GvS7GbFtM+sZ5r+d5eHiIuq3F3IeN9Rlhbvu3LvR9DSwl59LSUp2fc/36dSxcuBDfffcdysrK0L59e2zduhW9e/fWuo1Fixbh1KlT+PLLL/HSSy+hpqYGLVq0QK9evVSKyKCgIJ3jE4PeBeNPP/0kZhyNCg4Ohp+fH5KSkpQFYlFREY4dO4ZnnnlG7XOcnJwQHh6OpKQk5fA8tbW1SEpKwqxZsxpdl1wuh1wuVz4uKrp7GEYmk5n1zq2IT9cYFcube37q6JuzunbUtSfla+Kv5vynwtx0hGXNQWV5sdHjVNe2VK+LWNtZDOq2C3D3vDR/A89Lq9u2IAgoLS2Dq6sLnJ3dDW5bTPq+Bvd6niAIom5rMfdhY35GmNP+rQtDXgNLyFnX2O7cuYN+/frh/vvvx3fffYcWLVrg0qVLGovp33//HZ06dYKDwz9l2OzZs5X/r6iowOnTp3Hq1CmcOnUKe/fuxWuvvYaqqipUV1frnpQIRB24W18lJSXIyMhQPr5y5QpOnz4NLy8vtG7dGvPmzcPKlSvRoUMH5bA6AQEBKmM1xsTEYMyYMcqCMDY2FpMnT0bv3r0RERGBdevWobS0VHnVNJE5q39i/J+CAGSZNgZruFpVbMa8YEHRtiAIuHPnDjw9Pc3yS1Xf10CKiz24D5MpvPLKK2jVqhW2bt2qnBYcHKzxOX379sWZM2fQtm1btfPlcjkiIyPRq1cv/PDDD6iqqsKVK1ckva+0WRSMJ06cwP333698rDgsPHnyZGzbtg3PPfccSktL8eSTT6KgoAD9+/fH999/rzIG4+XLl3Hz5k3l43//+9/Iz8/H0qVLkZOTgx49euD7779vcCEMEamy9iu+yfpxHyYxFBcXK480Ag2PQirs2bMHQ4cOxWOPPYaff/4ZgYGB+O9//4sZM2Y02va5c+cQEBCgdl55eTm+++47fPHFF/j222/h6OiIkSNH4sMPP8QDDzxgeGJ6MouCcdCgQRqvSpLJZFixYgVWrFjR6DJ//vlng2mzZs3SeAiaiBrikCBk6YyxDyt6K9lT+Y/6t9e0ts+I0NBQlcfLli3D8uXLGyz3xx9/YMOGDYiNjcX//vc//Pbbb5gzZw6cnJwwefJktW23atWqwbRPP/0UO3fuxHfffQc3NzeMGTMGO3fuxKBBg2Bvby9KToYwi4KRiMyLNX3ok20Sax9urLfSlnsqNfXgGmOMTqmcO3dO5Spldb2LwN1rJHr37o1Vq1YBAHr27Im0tDRs3Lix0YJRnXHjxiEgIACvvvoqpk+frnJ+oznQOZqlS5di1KhRCA8PN0Y8REREZkNdb6W19aTpSt1rUpSXjm7X5tzzlpuWxM3NDe7u7vdczt/fv0FvZEhICHbu3KnT+gYMGIDTp0/jv//9L5599lmEhYWpXCHdtWtXSYtIndeclZWFYcOGwcnJCSNGjMDIkSMRExMj6YmYRIbi4SYiaowtF4eNqf+aXAUa9Dbain79+uHChQsq0y5evKjz8Dc///wzAODSpUs4efKk8grpTz75BAUFBZDL5ejWrRuOHz8uWuy60LlgTExMRG1tLX799Vd8/fXXmDdvHrKzs/HAAw9g1KhRePjhh+Hl5WWMWIlEx8NNRERkiPnz5yM6OhqrVq3C448/juPHj2Pz5s3YvHmzXu116NABHTp0ULn18ZUrV3DixAmkpKSIFbbO9OrbtLOzw4ABAzBgwACsXr0a6enp+Prrr7Fp0yY8+eSTiIiIwMiRIzFu3DizGqWcqD5LO9xUlHceV2Uy9oQSEZmJPn36YNeuXVi8eDFWrFiB4OBgrFu3DuPHjxdtHcHBwQgODsZjjz0mWpu6EuVgeEhICEJCQvDcc88hPz8fe/bswZ49ewAAcXFxYqyCyGjMtTisS+589zyasKw5KuMxsieUiEh6Dz/8MB5++GGpwzAq0c+ebNGiBaZNm4Zp06aJ3TSRzfIL7IyLYfvh5FCrHMzZnHtCiYjIupjXNdtE1Chvn3Zme/cPIiKybnZSB0BERERE5o0FIxERERFpxIKRiIiIiDTS+RzG6dOnK0cd7969O5ydnY0RFxERERGZCZ0LxkuXLuHzzz9HcXExHBwc0KlTJ2UBGR4ejh49esDV1dUYsRIRERGRBHQuGBu7dc2ePXtQUFAAOzs7dOzYEefOnRM9WCIiIiIyPb2H1THXW9cQERGRNIry0u/eV/pvHC/Weog6DqM53LqGiIiITEtx16lu1+YA11Tn5UQfZdFoBThwNxERERnEr2UIcqKPoqKiWDmtKC8d3a7NUZlGlosFIxERERmsfi/iVaBBbyNZLo7DSERERGRGfvnlF0yYMAFRUVG4fv06AODDDz/E4cOHJYuJBSMRERGRmdi5cyeGDh2KJk2aICUlBRUVFQCAwsJCrFq1SrK4WDASERERmYmVK1di48aNePfdd+Ho6Kic3q9fP5w6dUqyuFgwEhEREZmJCxcuYODAgQ2mN2vWDAUFBaYP6G+86MWG5GSlN7iCjYiIiMyHn58fMjIy0KZNG5Xphw8fRtu2baUJChbUw9imTRvIZLIGfzNnzlS7/LZt2xosa8v3vc7JSoffkb4IOvmA8q/btTkA/hk/i4iIiKQ1Y8YMzJ07F8eOHYNMJsONGzfw8ccfIy4uDs8884xkcVlMD+Nvv/2Gmpoa5eO0tDQ88MADGgcJd3d3x4ULF5SPZTKZUWM0Z4qexbOt1sPd55+hDzgKPxERkflYtGgRamtrERMTg7KyMgwcOBByuRxxcXGYPXu2ZHFZTMHYokULlccvv/wy2rVrh/vuu6/R58hkMvj5+Rk7NIvi7hOCoHYRUodBREREaly7dg2LFy/GggULkJGRgZKSEoSGhsLV1RWZmZlo3bq1JHFZTMFYV2VlJT766CPExsZq7DUsKSlBUFAQamtr0atXL6xatQpdunRpdPmKigrl5esAUFx8t1dOEAQIgiBeAiJSxHav+BTzzTkXbWmbszVhzrbDFvNmztap/veOpeQsdXzBwcHIzs6Gj48PQkNDldNv3bqF4OBglaOtpqR3wZiZmYlWrVo1KNgEQcC1a9eMWgHv3r0bBQUFmDJlSqPLdOrUCYmJiQgLC0NhYSFee+01REdH4/fff0fLli3VPichIQHx8fENphcUFMDV1VWs8EVXXl5+zyunSkvLlP/euXPHBFEZlzY5WxvmbDtsMW/mbH3Ufe9YQs5Sx9dYwVpSUiLptRh6F4x1K+C6bt++bfQKeMuWLRg2bBgCAgIaXSYqKgpRUVHKx9HR0QgJCcGmTZvw4osvqn3O4sWLERsbq3x8/fp1hIaGwsPDA56enuIlICLFrzUPDw+Nva1Ft10AAK6uLmabi7a0zdmaMGfbyBmwzbyZs3XmXP97x1JyLi0tlWS9ivpDJpNh6dKlcHFxUc6rqanBsWPH0KNHD0liAwwoGAVBULvBjV0BX716Ffv378eXX36p0/McHR3Rs2dPZGRkNLqMXC6HXC5XPi4qKgIA5VXW5qruleCalqm7rKXTJmdrw5xthy3mzZytj7rvHUvIWarYUlJSANytr86ePQsnJyflPCcnJ3Tv3h1xcXGSxAboUTDWrYCXLFli8gp469at8PHxwfDhw3V6Xk1NDc6ePYuHHnrISJERERER6eenn34CADzxxBN444034O7uLnFEqnQuGKWsgGtra7F161ZMnjwZDg6qoU+aNAmBgYFISEgAAKxYsQJ9+/ZF+/btUVBQgFdffRVXr17F9OnTjRIbERERkaG2bt0KADh37hwyMzNRWVmpMn/kyJFShKV7wShlBbx//35kZmZi6tSpDeZlZmbCzu6fccjv3LmDGTNmICcnB56enggPD8eRI0dUrjgiIiIiMidXrlzB6NGjcfbsWchkMuVFMIpD5RZ3lbSiAjalIUOGNHr10MGDB1Uer127FmvXrjVBVERERETimDNnDoKDg5GUlITg4GAcP34ct27dwrPPPovXXntNsrgMGocxKSkJSUlJyMvLQ21trcq8xMREgwIjIiIisjXJyck4cOAAvL29YWdnBzs7O/Tv3x8JCQmYM2eO8tRAU9P7XtLx8fEYMmQIkpKScPPmTdy5c0flj4iIiIh0U1NTAzc3NwCAt7c3bty4AQAICgpSud2xqendw7hx40Zs27YNEydOFDMeEklOVrry/tEAUJSXLmE0REREpI2uXbvizJkzCA4ORmRkJFavXg0nJyds3rwZbdu2lSwuvQvGyspKREdHixkLiSQnKx1+R/qqnSeXu5k4GiIiItvw8ssvY/HixZg7dy7WrVunVxsvvPCCcvDwFStW4OGHH8aAAQPQvHlzfPrppyJGqxu9C8bp06dj+/btWLJkiZjxkAgUPYtnW62Hu0+Icrpc7ga/liGNPY2IiIj09Ntvv2HTpk0ICwszqJ2hQ4cq/9++fXucP38et2/fhqenp6QDnutdMJaXl2Pz5s3Yv38/wsLC4OjoqDJ/zZo1BgdHhnH3CUFQuwipwyAiIrJqJSUlGD9+PN59912sXLlS73aqqqrw4IMPYuPGjejQoYNyupeXlxhhGkTvgjE1NVV5R5e0tDSVeeZ8yx8iIiKieykuLlbeIhhoePvgumbOnInhw4dj8ODBBhWMjo6OSE1N1fv5xqR3wagYwJuIiIjI2tS/0ceyZcuwfPnyBsvt2LEDp06dwm+//SbKeidMmIAtW7bg5ZdfFqU9sRg0DiMRERGRNTp37hwCAwOVj9X1Ll67dg1z587Fvn374OzsLMp6q6urkZiYiP379yM8PByurq4q86U65c+ggvGXX37Bpk2bcPnyZXzxxRcIDAzEhx9+iODgYPTv31+sGImIiIhMys3N7Z63Pz558iTy8vLQq1cv5bSamhocOnQIb731FioqKmBvb6/TetPS0pTtXbx4UWWeRV70snPnTkycOBHjx49HSkoKKioqAACFhYVYtWoV9u7dK1qQREREROYmJiYGZ8+eVZn2xBNPoHPnzli4cKHOxSJgvqf86X2nl5UrV2Ljxo149913Va6Q7tevH06dOiVKcERERETmys3NDV27dlX5c3V1RfPmzdG1a1epwxOV3gXjhQsXMHDgwAbTmzVrhoKCAkNiIiIiIiIzovchaT8/P2RkZKBNmzYq0w8fPizprWuIiIiIpHLw4EGpQzAKvXsYZ8yYgblz5+LYsWOQyWS4ceMGPv74Y8TFxeGZZ54RM0YiIiIikpDePYyLFi1CbW0tYmJiUFZWhoEDB0IulyMuLg6zZ88WM0YiIiIikpBePYxVVVUYPHgwHn/8cdy+fRtpaWk4evQo8vPz8eKLL4odIxEREZHN+OWXXzBhwgRERUXh+vXrAIAPP/wQhw8fliwmvQrGureucXJyQmhoKCIiItC0aVNRgyMiIiKyJTt37sTQoUPRpEkTtcMWSkXvcxgVt64hIiIiInGY67CFep/DaK63riEiIiLzUZSXjqsABEFAZbUdPD17Sx2SWTPXYQv1LhjN9dY1REREJD253A0A0O3aHODaP9Ozmx6Ff8sQiaIyf+Y6bKHeBaO53rqGiIiIpOfXMgQ50UdRUVEMACjMTUdY1hxUlBdJHJl5UwxbmJiYqBy2MDk5GXFxcViyZIlkcel9lXRMTAwuXbokdjxqLV++HDKZTOWvc+fOGp/z+eefo3PnznB2dka3bt14b2siIiIT82sZgqB2EQhqFwF3H83f23TXokWL8J///AcxMTEoKSnBwIEDMX36dDz11FOSDlto8FXSptKlSxdkZ2cr/zRdWn7kyBGMGzcO06ZNQ0pKCkaPHo3Ro0cjLS3NhBETERER6UYmk+H55583u2ELLeYqaQcHB/j5+Sn/vL29G132jTfewIMPPogFCxYgJCQEL774Inr16oW33nrLZPESERER6cvchi20mKukL126hICAADg7OyMqKgoJCQlo3bq12mWTk5MRGxurMm3o0KHYvXu3xnVUVFQoxzsCgOLiu+ddCIIAQRAMS8BIFLHVjU/xf3OO2xDqcrZ2zNl22GLezNk2KFIVBJh13lLEVr9m0USqUWgs4irpyMhIbNu2DZ06dUJ2djbi4+MxYMAApKWlwc3NrcHyOTk58PX1VZnm6+uLnJwcjetJSEhAfHx8g+kFBQUNCmJzUl5ernKpfWlpmfLfO3fuSBSVcdXP2RYwZ9thi3kzZ+tXVlam/Necv5uk2CYpKSlaLSflKDQWcZX0sGHDlP8PCwtDZGQkgoKC8Nlnn2HatGmirWfx4sUqVf7169cRGhoKDw8PeHp6irYeMSl+oXp4eCh3pKLbLgAAV1cXs43bEOpytnbM2TZyBmwzb+ZsGzkX3rr73eTiYt7fTaWlpSZfpyWMPKN3wSglDw8PdOzYERkZGWrn+/n5ITc3V2Vabm4u/Pz8NLYrl8shl8uVj4uK7l76r7gy21zVvXpc8bjudGtUP2dbwJxthy3mzZytnyJNmcy8x2s259ikpHfBuGLFCo3zly5dqm/T91RSUoLLly9j4sSJaudHRUUhKSkJ8+bNU07bt28foqKijBYTERERkaESEhLg6+uLqVOnqkxPTExEfn4+Fi5cKElceheMu3btUnlcVVWFK1euwMHBAe3atRO1YIyLi8OIESMQFBSEGzduYNmyZbC3t8e4ceMAAJMmTUJgYCASEhIAAHPnzsV9992H119/HcOHD8eOHTtw4sQJbN68WbSYiIiIiMS2adMmbN++vcH0Ll26YOzYsZZXMKo7QbOoqAhTpkzBmDFjDAqqvqysLIwbNw63bt1CixYt0L9/fxw9ehQtWrQAAGRmZsLO7p8RgqKjo7F9+3a88MIL+N///ocOHTpg9+7d6Nq1q6hxEREREYkpJycH/v7+Daa3aNEC2dnZEkR0l6jnMLq7uyM+Ph4jRoxo9HCxPnbs2KFx/sGDBxtMe+yxx/DYY4+JFgMRERGRsbVq1Qq//vorgoODVab/+uuvCAgIkCgqI1z0UlhYiMLCQrGbJSIiIrJ6M2bMwLx581BVVYX/+7//AwAkJSXhueeew7PPPitZXHoXjOvXr1d5LAgCsrOz8eGHH6oMg0NERERE2lmwYAFu3bqF//73v6isrIQgCGjSpAkWLlyIRYsWSRaX3gXj2rVrVR7b2dmhRYsWmDx5MhYvXmxwYERERES2RiaT4ZVXXsGSJUuQnp6OJk2aoEOHDirD/klB74LxypUrYsZBREREZJNiY2Px4osvwtXV9Z63CbSYWwMeOHAAs2bNwtGjR+Hu7q4yr7CwENHR0di4cSMGDBggWpBERERE1iolJQVVVVXK/zfGom4NuG7dOsyYMaNBsQgAzZo1w1NPPYU1a9awYCQiIiLSQt1bA5rrbQLt7r2IqjNnzuDBBx9sdP6QIUNw8uRJg4IiIiIiskWZmZkQBKHReVLRuWDMzc2Fo6Njo/MdHByQn59vUFBEREREtig4OFhtHXXr1q0GYzOaks4FY2BgINLS0hqdn5qaqnaEciIiIiLSTBAEtecqlpSUwNnZWYKI7tL5HMaHHnoIS5YswYMPPtgg8L/++gvLli3Dww8/LFqARERERNZOcXW0TCbDkiVL4OLiopxXU1ODY8eOoUePHhJFp0fB+MILL+DLL79Ex44dMWvWLHTq1AkAcP78ebz99tuoqanB888/L3qgRERERNZKcXW0IAg4e/YsnJyclPOcnJzQvXt3xMXFSRWe7gWjr68vjhw5gmeeeQaLFy9Wnpgpk8kwdOhQvP322/D19RU9UCIiIiJrpbg6+oknnsD69evh5uYmcUSq9Bq4OygoCHv37sWdO3eQkZEBQRDQoUMHeHp6ih0fERERkU2oqqpCZmYmcnJyrKNgVPD09ESfPn3EioUMkHP9PCorigEARXnpEkdDRERkGxISEvDll1/i/PnzaNKkCaKjo/HKK68oT9nThaOjI1JTU40QpeF0vkqazM/NvMvwP9IXQScfQNDJB9Dt2hwAgFxuXr9OiIiIrM3PP/+MmTNn4ujRo9i3bx+qqqowZMgQlJaW6tXehAkTsGXLFpGjNJxBPYxkHqoqSgAAZ1uth7tPCIC7xaJfyxApwyIiIrJ633//vcrjbdu2wcfHBydPnsTAgQN1bq+6uhqJiYnYv38/wsPD4erqqjLfYu4lTebL3ScEQe0ipA6DiIjI4hUXF6OoqEj5WC6XQy6X3/N5hYWFAAAvLy+91puWloZevXoBAC5evKgyz6LuJU1ERERk7UJDQ1UeL1u2DMuXL9f4nNraWsybNw/9+vVD165d9Vqvud5LmgUjERERUT3nzp1DYGCg8rE2vYszZ85EWloaDh8+LMr6MzMzUVlZqZwmk8kwYsQIg9vWBwtGIiIionrc3Nzg7u6u9fKzZs3CN998g0OHDqFly5Z6r/ePP/7AmDFjcPbsWchkMpXxroG7d32RAq+SJiIiItKTIAiYNWsWdu3ahQMHDiA4ONig9ubOnYvg4GDk5eXBxcUFv//+Ow4dOoTevXvj4MGD4gStB/YwEhEREelp5syZ2L59O7766iu4ubkhJycHANCsWTM0adJE5/aSk5Nx4MABeHt7w87ODnZ2dujfvz8SEhIwZ84c5S0ETY09jERERER62rBhAwoLCzFo0CD4+/sr/z799FO92qupqVHe5cXb2xs3btwAcPcuexcuXBAtbl1ZRMGYkJCAPn36wM3NDT4+Phg9evQ9X7Rt27ZBJpOp/Dk7O5soYiIiIrIFgiCo/ZsyZYpe7XXt2hVnzpwBAERGRmL16tX49ddfsWLFCrRt21bEyHVjEYekFaOo9+nTB9XV1fjf//6HIUOG4Ny5cw0GtKzL3d1dpbCUcvwiIiIiAoryzuNqne9j3mhC1QsvvKC8S8yKFSvw8MMPY8CAAWjevLnevZZisIiCUd9R1GUyGfz8/IwdHhEREd2D3PnuFcdhWXOALNV5OdFHWTT+bejQocr/t2/fHufPn8ft27fh6enJgbt1pe0o6iUlJQgKCkJtbS169eqFVatWoUuXLo0uX1FRgYqKCuXj4uJiAP90N5sjQRCAv2Mz5zjFVLfL31YwZ9thi3kzZ9vgG9AJF7rtg5ODAEXdU5R3HmFZc1BeXmQ2r4VUcdTW1uLVV1/Fnj17UFlZiZiYGCxbtgxNmjTR+64xYrK4glHbUdQ7deqExMREhIWFobCwEK+99hqio6Px+++/Nzo+UkJCAuLj4xtMLygo0HjoW2qVVVUAgNLSMty5c0fiaEyjvLwcBQUFUodhUszZdthi3szZNjR1D1S5cri0tEz5r7l8f0m1TV566SUsX74cgwcPRpMmTfDGG28gLy8PiYmJksRTn8UVjNqOoh4VFYWoqCjl4+joaISEhGDTpk148cUX1T5n8eLFiI2NVT6+fv06QkND4eHhAU9PT3ESEJkgCMh2dAQAuLq6mG2cYlL8Kvfw8LCZ81KZs23kDNhm3szZdnMuuu0CwLy+vxTnD5raBx98gHfeeQdPPfUUAGD//v0YPnw43nvvPdjZSX+NskUVjIaMou7o6IiePXsiIyOj0WXq31hccdNxxVXWZuvv2Mw+ThHVvfrdVjBn22GLeTNn21A/Z5kZfn9JFUdmZiYeeugh5ePBgwdDJpPhxo0bBt05RizSl6xaEGMU9ZqaGpw9exb+/v5GiJCIiIhIf9XV1Q2G/3N0dETV36edSc0iehi1GUV90qRJCAwMREJCAoC7l6L37dsX7du3R0FBAV599VVcvXoV06dPlywPIiIiInUUYzfWPdJZXl6Op59+WuU6ii+//FKK8CyjYNywYQMAYNCgQSrTt27dqhwYMzMzU+UY/507dzBjxgzk5OTA09MT4eHhOHLkCEJDQ00VNhEREZFWJk+e3GDahAkTJIhEPYsoGLW5xL3+DbnXrl2LtWvXGikiIiIiIvFs3bpV6hA0soiCkVTlZKWjouKfMSLLbl+SOCIiIiKyZiwYLUxOVjr8jvRVmdbm73/lcjeTx0NERETWjwWjhVH0LJ5ttR7uPiEQBAGlpWXwau4Hf95WiYiIiIyABaOFcvcJQVC7CAiCgDt37pjNgKdERERkfSxiHEYiIiIikg4LRiIiIiLSiAUjEREREWnEgpGIiIiINGLBSEREREQasWAkIiIiIo1YMBIRERGRRiwYiYiIiEgjFoxEREREpBELRiIiIiLSiLcGtAA5WenKe0gX5aVLHA0RERHZGhaMZi4nKx1+R/o2mC6Xu0kQDRERkXHV7SRRkMvd4NcyRKKICGDBaPYUb5qzrdbD3efum4VvHCIiskaNdZIAQE70UX73SYgFo4Vw9wlBULsIqcMgIiISXVFeOq7+/a8fVDtJivLS0e3anAa9jmRaLBiJiIhIEorTq7pdmwNc+2d6i1YRyt7Eq4DKPJIGC0YiIiKShF/LEOREH1XpPeRpV+aJBSMRERFJhsWhZeA4jERERESkkUUVjG+//TbatGkDZ2dnREZG4vjx4xqX//zzz9G5c2c4OzujW7du2Lt3r4ki1V9OVjquXj6u/OO4i0REROZP1xrF0lhMwfjpp58iNjYWy5Ytw6lTp9C9e3cMHToUeXl5apc/cuQIxo0bh2nTpiElJQWjR4/G6NGjkZaWZuLItacYTiDo5APKv27X5gDguItERETmStcaxRLJBEEQpA5CG5GRkejTpw/eeustAEBtbS1atWqF2bNnY9GiRQ2W//e//43S0lJ88803yml9+/ZFjx49sHHjRq3WmZWVhVatWuHatWto2bKlOInUUX9wUsXQAXWHEwA0nwAsCALu3LkDT09PyGQy0WM0R8yZOVszW8ybOTNnTa5ePo6gkw/o9N1oCH2++3WtUSyRRVz0UllZiZMnT2Lx4sXKaXZ2dhg8eDCSk5PVPic5ORmxsbEq04YOHYrdu3c3up6KigpUVFQoHxcWFgIAbty4AbHr6pt5GWh3dhRc6kzzBFAEoNqpNeyc/JXTqwTg2jX1YwoIgoDCwkKUlJTY1IcOc7Z+tpgzYJt5M2fmrMntglJ4lgkIujAbuKA6L6XbV/D2aS9qnNnZ2QDu1gDu7u7K6XK5HHK5vMHy+tQolsgiCsabN2+ipqYGvr6+KtN9fX1x/vx5tc/JyclRu3xOTk6j60lISEB8fHyD6ZGRkXpEbYj/M/H6iIiILJHxvi+7du2q8njZsmVYvnx5g+X0qVEskUUUjKayePFilV7J6upqpKeno1WrVrCzM8/TPYuLixEaGopz587Bzc02znNkzszZmtli3syZOZuT2tpaZGZmIjQ0FA4O/5RJ6noXbYlFFIze3t6wt7dHbm6uyvTc3Fz4+fmpfY6fn59OywPqu5v79eunZ9SmUVRUBAAIDAxU6Tq3ZsyZOVszW8ybOTNnc9O6dWutl9WnRrFE5tltVo+TkxPCw8ORlJSknFZbW4ukpCRERUWpfU5UVJTK8gCwb9++RpcnIiIi0pU+NYolsogeRgCIjY3F5MmT0bt3b0RERGDdunUoLS3FE088AQCYNGkSAgMDkZCQAACYO3cu7rvvPrz++usYPnw4duzYgRMnTmDz5s1SpkFERERW5l41ijWwmILx3//+N/Lz87F06VLk5OSgR48e+P7775UnmWZmZqqcZxgdHY3t27fjhRdewP/+9z906NABu3fvbnASq6WTy+VYtmyZTZ1bwZxtgy3mDNhm3szZNlhzzveqUayBxYzDSERERETSsIhzGImIiIhIOiwYiYiIiEgjFoxEREREpBELRiIiIiLSiAWjhK5fv44JEyagefPmaNKkCbp164YTJ05ofM7HH3+M7t27w8XFBf7+/pg6dSpu3bqlnL9t2zbIZDKVP2dn50bbe/rppyGTybBu3Tqx0tJIypzT09MxcuRINGvWDK6urujTpw8yMzNFz1EdqfIuKSnBrFmz0LJlSzRp0gShoaHYuHGjUXKszxg5A0BBQQFmzpwJf39/yOVydOzYEXv37lVZ5u2330abNm3g7OyMyMhIHD9+XPT81JEq54SEBPTp0wdubm7w8fHB6NGjceHChfqrMgopt7PCyy+/DJlMhnnz5omVlkZS5qzPusUgVc41NTVYsmQJgoOD0aRJE7Rr1w4vvvgieL2uBASSxO3bt4WgoCBhypQpwrFjx4Q//vhD+OGHH4SMjIxGn3P48GHBzs5OeOONN4Q//vhD+OWXX4QuXboIY8aMUS6zdetWwd3dXcjOzlb+5eTkqG3vyy+/FLp37y4EBAQIa9euFTvFBqTMOSMjQ/Dy8hIWLFggnDp1SsjIyBC++uorITc312j5KkiZ94wZM4R27doJP/30k3DlyhVh06ZNgr29vfDVV18ZLV9BMF7OFRUVQu/evYWHHnpIOHz4sHDlyhXh4MGDwunTp5XL7NixQ3BychISExOF33//XZgxY4bg4eFh9G0tZc5Dhw4Vtm7dKqSlpQmnT58WHnroIaF169ZCSUmJ1eascPz4caFNmzZCWFiYMHfuXGOkqULKnPVZt6Xn/NJLLwnNmzcXvvnmG+HKlSvC559/LjRt2lR44403jJozNcSCUSILFy4U+vfvr9NzXn31VaFt27Yq09avXy8EBgYqH2/dulVo1qzZPdvKysoSAgMDhbS0NCEoKMgkBaOUOf/73/8WJkyYoNO6xSJl3l26dBFWrFihMq1Xr17C888/r1M8ujJWzhs2bBDatm0rVFZWNtpORESEMHPmTOXjmpoaISAgQEhISNApHl1JmXN9eXl5AgDh559/1ikeXUmdc3FxsdChQwdh3759wn333WeSglHKnPVZtxikzHn48OHC1KlTVaY98sgjwvjx43WKhwzHQ9IS2bNnD3r37o3HHnsMPj4+6NmzJ959912Nz4mKisK1a9ewd+9eCIKA3NxcfPHFF3jooYdUlispKUFQUBBatWqFUaNG4ffff1eZX1tbi4kTJ2LBggXo0qWL6Lk1Rqqca2tr8e2336Jjx44YOnQofHx8EBkZid27dxsjzQak3NbR0dHYs2cPrl+/DkEQ8NNPP+HixYsYMmSI6HnWZayc9+zZg6ioKMycORO+vr7o2rUrVq1ahZqaGgBAZWUlTp48icGDByufY2dnh8GDByM5Odk4ydaJTYqc1SksLAQAeHl5iZNcI6TOeebMmRg+fLjK9jY2KXPWZ91ikDLn6OhoJCUl4eLFiwCAM2fO4PDhwxg2bJhxkqXGSVaq2ji5XC7I5XJh8eLFwqlTp4RNmzYJzs7OwrZt2zQ+77PPPhOaNm0qODg4CACEESNGqPw6O3LkiPD+++8LKSkpwsGDB4WHH35YcHd3F65du6ZcZtWqVcIDDzwg1NbWCoIgmKyHUaqcs7OzBQCCi4uLsGbNGiElJUVISEgQZDKZcPDgQaPmLAjSbuvy8nJh0qRJAgDBwcFBcHJyEt5//32j5apgrJw7deokyOVyYerUqcKJEyeEHTt2CF5eXsLy5csFQRCE69evCwCEI0eOqLS7YMECISIiQvxE65Aq5/pqamqE4cOHC/369RM1P3WkzPmTTz4RunbtKvz111+CIAgm62GUMmd9120oKXOuqakRFi5cKMhkMsHBwUGQyWTCqlWrjJYrNY4Fo0QcHR2FqKgolWmzZ88W+vbt2+hzfv/9d8Hf319YvXq1cObMGeH7778XunXr1qC7vq7KykqhXbt2wgsvvCAIgiCcOHFC8PX1Fa5fv65cxlQFo1Q5K4qIcePGqSw3YsQIYezYsQZkpB2p8haEu4eFOnbsKOzZs0c4c+aM8OabbwpNmzYV9u3bZ3hiGhgr5w4dOgitWrUSqqurldNef/11wc/PTxAEaQtGqXKu7+mnnxaCgoJUfjgYi1Q5Z2ZmCj4+PsKZM2eU801VMEq5nfVZtxikzPmTTz4RWrZsKXzyySdCamqq8MEHHwheXl5GL5KpIRaMEmndurUwbdo0lWnvvPOOEBAQ0OhzJkyYIDz66KMq03755RcBgHDjxo1Gn/foo48qC6O1a9cKMplMsLe3V/4BEOzs7ISgoCD9E9KCVDlXVFQIDg4OwosvvqiyzHPPPSdER0frmobOpMq7rKxMcHR0FL755huVZaZNmyYMHTpU1zR0YqycBw4cKMTExKgss3fvXgGAUFFRIVRUVAj29vbCrl27VJaZNGmSMHLkSAMyujepcq5r5syZQsuWLYU//vjDkFS0JlXOu3btEgA0+BxTfLbVLUDEJuV21mfdYpAy55YtWwpvvfWWyjIvvvii0KlTJ73zIf3wHEaJ9OvXr8GwFxcvXkRQUFCjzykrK4Odneoms7e3B4BGhxioqanB2bNn4e/vDwCYOHEiUlNTcfr0aeVfQEAAFixYgB9++MGQlO5JqpydnJzQp08fndctFqnyrqqqQlVVldp2amtrdc5DF8bKuV+/fsjIyFCJ/+LFi/D394eTkxOcnJwQHh6OpKQk5fza2lokJSUhKirK4Lw0kSpnxbKzZs3Crl27cODAAQQHB4uS071IlXNMTAzOnj2r8jnWu3dvjB8/HqdPn1a2ZwxSbmd91i0GKXNurB1jf4aRGpKVqjbu+PHjgoODg/DSSy8Jly5dEj7++GPBxcVF+Oijj5TLLFq0SJg4caLy8datWwUHBwfhnXfeES5fviwcPnxY6N27t8qhtvj4eOGHH34QLl++LJw8eVIYO3as4OzsLPz++++NxmKqQ9JS5vzll18Kjo6OwubNm4VLly4Jb775pmBvby/88ssvVp33fffdJ3Tp0kX46aefhD/++EPYunWr4OzsLLzzzjsWmXNmZqbg5uYmzJo1S7hw4YLwzTffCD4+PsLKlSuVy+zYsUOQy+XCtm3bhHPnzglPPvmk4OHh0ejwUtaQ8zPPPCM0a9ZMOHjwoMowS2VlZVabc32mOiQtZc7arNvacp48ebIQGBioHFbnyy+/FLy9vYXnnnvOqDlTQywYJfT1118LXbt2FeRyudC5c2dh8+bNKvMnT54s3HfffSrT1q9fL4SGhgpNmjQR/P39hfHjxwtZWVnK+fPmzRNat24tODk5Cb6+vsJDDz0knDp1SmMcpioYBUHanLds2SK0b99ecHZ2Frp37y7s3r3bKDmqI1Xe2dnZwpQpU4SAgADB2dlZ6NSpk/D6668rL3gyJmPkLAh3L/aJjIwU5HK50LZtW+Gll15qcAjyzTffVL42ERERwtGjR42SY31S5QxA7d/WrVuNlaqSlNu5LlMVjIIgbc73WrexSJVzUVGRMHfuXKF169aCs7Oz0LZtW+H5559vcDoGGZ9MEDhcOhERERE1jucwEhEREZFGLBiJiIiISCMWjERERESkEQtGIiIiItKIBSMRERERacSCkYiIiIg0YsFIRERERBqxYCQiIiJJHTp0CCNGjEBAQABkMhl2795t1PUtX74cMplM5a9z585GXaelY8FIREREkiotLUX37t3x9ttvm2ydXbp0QXZ2tvLv8OHDJlu3JXKQOgAiIiKybcOGDcOwYcManV9RUYHnn38en3zyCQoKCtC1a1e88sorGDRokN7rdHBwgJ+fn97PtzXsYSQimzFo0CDMmzdPq2WfeOIJvPDCC8YNiIi0MmvWLCQnJ2PHjh1ITU3FY489hgcffBCXLl3Su81Lly4hICAAbdu2xfjx45GZmSlixNaHBSMRUT01NTX45ptvMHLkSKlDIbJ5mZmZ2Lp1Kz7//HMMGDAA7dq1Q1xcHPr374+tW7fq1WZkZCS2bduG77//Hhs2bMCVK1cwYMAAFBcXixy99dDrkHRFRQVef/11dOnSBaNGjVJOr62txeHDhzFw4EDRAtTGd999hwsXLqCwsBBPPfWUxi7mdevWwcHBAQ4Od1Pv378/unbtiurqanzxxRfIz8+Ho6MjXF1dMXz4cHh5eWmcR0SWYcqUKfj555/x888/44033gAAXLlyBW3atGmw7JEjR+Do6Ig+ffqobeuLL75AfHw8MjIy4OLigp49e+Krr76Cq6urMVMgsklnz55FTU0NOnbsqDK9oqICzZs3BwCcP38eISEhGttZuHAhXn75ZQBQOfwdFhaGyMhIBAUF4bPPPsO0adNEzsA66FUw/v777/D19UV6ejqGDRsGJycnAEBeXh7OnTtn8oIxNDQU/fr1Q2JiolbLP/roo2qLyvDwcLRv3x4ymQzHjx/Hnj17MGXKlHvOIyLz98Ybb+DixYvo2rUrVqxYAQBo0aKF2mX37NmDESNGQCaTNZiXnZ2NcePGYfXq1RgzZgyKi4vxyy+/QBAEo8ZPZKtKSkpgb2+PkydPwt7eXmVe06ZNAQBt27ZFenq6xnYUxaU6Hh4e6NixIzIyMgwP2ErpVTCmpKSgX79+OHHiBNLS0tCrVy/k5+dj+/btqKmpwcaNGyGXy9GuXTuV4jEnJwe5ubno3r27aAkAQFBQkMFtODg4oEOHDsrHLVu2xJEjR+45T534+Hj83//9H86fP4+ysjIMHDgQPXv2RFVVFb766ivk5ubC3t4erq6umDhxosGxE9G9NWvWDE5OTnBxcbnnie5fffUV1q5dq3ZednY2qqur8cgjjyg/e7p16yZ6vER0V8+ePVFTU4O8vDwMGDBA7TJOTk4GDYtTUlKCy5cv8ztZA50Lxvz8fNy+fRsdOnRAdXU1jh07hl69eqFFixbo3LkzvL29ERERgT///LPBCaR+fn5aX5H0xRdf4ObNm2rnjRs3Ds2aNdM1dKVdu3YBAAICAjB48GC1h5GOHTuGTp06qX2+pnkK9vb2mDFjBm7evIl3330X3bt3R0ZGBsrLyzFz5kwAwF9//aV3DkRkHOnp6bhx4wZiYmLUzu/evTtiYmLQrVs3DB06FEOGDMGjjz4KT09PE0dKZD1KSkpUeveuXLmC06dPw8vLCx07dsT48eMxadIkvP766+jZsyfy8/ORlJSEsLAwDB8+XOf1xcXFYcSIEQgKCsKNGzewbNky2NvbY9y4cWKmZVV0LhhPnTqFbt26wd7eHp07d8a3336L/Px8tGjRAjdu3EBYWJhy2WvXruGjjz6CnZ0dHn/8cWRlZSEzMxMDBw7En3/+iSNHjkAmk6G8vBwTJkyAo6Oj8rmPPvqoOBnW88QTT6BZs2aoqanBgQMHsHv3bowfP15lmV9++QW3b9/GpEmTGjxf07y6FK+Dt7c37OzsUFJSAj8/P+Tn5+Pbb79FUFCQSq8lEZmHPXv24IEHHoCzs7Pa+fb29ti3bx+OHDmCH3/8EW+++Saef/55HDt2DMHBwSaOlsg6nDhxAvfff7/ycWxsLABg8uTJ2LZtG7Zu3YqVK1fi2WefxfXr1+Ht7Y2+ffvi4Ycf1mt9WVlZGDduHG7duoUWLVqgf//+OHr0aKOnqZCOBWNNTQ1SU1OVXbYODg7o2rUrUlJSEBMTg/z8fJUeRHt7e4wdOxZHjhzB+fPnlecaKDg5OeHRRx/FoUOHcOXKFZUTWo3Vw6h4nr29Pfr27Yu33npLZf6RI0eQnp6OSZMmqRSw95pXn+KiGgCQyWSora2Fp6cnZs6ciStXruCPP/7A/v378dRTT6FJkyZ65UJEunFyckJNTY3GZb766is8+eSTGpeRyWTo168f+vXrh6VLlyIoKAi7du1SfskRkW4GDRqk8TxgR0dHxMfHIz4+XpT17dixQ5R2bIlOBeOFCxfg5uamUhT26NEDn3zyCcLDw+Hk5KRSKPn6+gK4eyj6xo0bDQpGRSXv7u6O8vJylXnG6GGsrKxEbW2tsucgLS1NJZfk5GSkpaVh4sSJDXoXNM3TVlFREZydndGpUye0b98e58+fR1FREQtGIhNp06YNjh07hj///BNNmzaFl5cX7Oz+GV0sLy8PJ06cwJ49expt49ixY0hKSsKQIUPg4+ODY8eOIT8//55XaBIRWTKdCsaUlBTcuXMH69atU5leWlqKnJwc+Pr64p133kGnTp3Qrl075OXlAQByc3Ph4eHRoD11VyDq4+uvv8alS5dQUlKCjz76CE5OTpgzZ45y/p49e9CpUyf4+Pjgs88+Q21tLQDA09MTY8aMAXC3mPvxxx/h6emJ999/H8DdXsLp06drnKeL3NxcJCUlAbg7BFFYWJiyqCYi44uLi8PkyZMRGhqKv/76q8GwOl9//TUiIiLg7e3daBvu7u44dOgQ1q1bh6KiIgQFBeH111/XeJcKIiJLJxOMNBbEn3/+ieTkZNTU1EAmk+Hf//53g3MYFf8/ffo07OzsVM5/JCIytZEjR6J///547rnnpA6FiMisGK1gJCKyNKtXr8a4cePQqlUrqUMhIjIrLBiJiIiISCPeS5qIiIiINGLBSEREREQasWAkIiIiIo1YMBIRERGRRiwYiYiIiEgjFoxEREREpBELRiIiIiLSiAUjEREREWnEgpGIiIiINGLBSEREREQasWAkIiIiIo3+H3CNZJrcE0xLAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot = xplt.TimeBinPlot(\n", + " particles,\n", + " \"charge-count,current-rate\",\n", + " mask=particles.state > 0, # alive particles\n", + " twiss=tw,\n", + ")\n", + "plot.legend(show=False)" ] }, { "cell_type": "markdown", "id": "0e65d780-01f1-4fcd-aa24-c577067a0331", "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, "tags": [] }, "source": [ - "### Count variations" + "## Spill quality" ] }, { "cell_type": "markdown", "id": "7c64b1a7-1dc1-44e4-9421-de39e8811c7b", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ "The following metrices exists to quantify the fluctuation of particle numbers in the respective bins:\n", "- `cv`: Coefficient of variation\n", @@ -321,25 +498,35 @@ "These are useful to assess the spill quality." ] }, + { + "cell_type": "markdown", + "id": "11336ba3-2e46-487f-83cd-044e3a5c0bec", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "Plot a metric as function of time in the spill" + ] + }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 10, "id": "02677075-319d-415f-8228-cd5feb14cd75", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/mnt/d/pniederm/Hessenbox/GSI/Particle-Tracking/xplot/xplt/timestructure.py:733: RuntimeWarning: invalid value encountered in divide\n", - " F = np.mean(N, axis=axis) ** 2 / np.mean(N**2, axis=axis)\n", - "/mnt/d/pniederm/Hessenbox/GSI/Particle-Tracking/xplot/xplt/timestructure.py:734: RuntimeWarning: divide by zero encountered in divide\n", - " F_poisson = 1 / (1 + 1 / np.mean(N, axis=axis))\n" - ] + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" }, + "tags": [] + }, + "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -349,7 +536,6 @@ } ], "source": [ - "# Plot a metric as function of time in the spill\n", "plot = xplt.TimeVariationPlot(\n", " particles,\n", " \"duty\",\n", @@ -360,15 +546,35 @@ ")" ] }, + { + "cell_type": "markdown", + "id": "728bff6c-95ed-492b-a585-bdec89d639e9", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "Plot a metric as function of timescale (counting bin time)" + ] + }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 11, "id": "d48337c8-6606-45c1-96ac-9c18bd607d60", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "outputs": [ { "data": { - "image/png": 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lyhQADhw4wHfffVcj/RNCCFG7yhqOVhTlcobRR8KHxkae8VrSpEkTDhw4wOHDhzl16lSFO7/861//om3btrXXuUv69u1bau/nirRo0YL3338fkIBRCCEaEpOldFLDZFVwrIORDGPjIwFjLdNoNFx77bWcPn2aU6dOMWTIEOLj4/nzn/9MYaF9u8Lrr7+e48ePU1BQwMiRI4mPj6d79+5s27atzGNg33u7W7dudOvWzbnN0dmzZ+nduzd33XUXnTt3ZubMmRX2zbEHNcDixYu57777GDhwIO3bt2f79u3ceeeddOzYkUWLFjmvf+2112K1WnnmmWdYu3YtPXv25Icffqih354QQojaUFaG0VhiTqPMYWx8Gm0dxmJnWl3lLAxrtipYbAoaFehKpNsd5+p9VKgvnWuxKphtCmoV6KuQmi8uLuaHH37gmWee4eGHH+aRRx7htttu4/HHH+eVV17h6aefdp777bffEhkZyTfffIPNZqOwsLDMYykpKTz//PPs3bsXjUZDv379GD58OABHjx5lw4YNtGvXjj59+nDy5EliY2Mr1dfU1FR++uknvvzySyZMmMDevXuJjo4mNjbWZbcXjUbDs88+y/Hjx6uUoRRCCOGdTBYFrcY1i+gYjtZqVPioJcPY2DTajwij/nmaUf88TW6x1Xns433ZjPrnaV7bluFy7oRVZxj1z9Ok51+uO7XpUA6j/nmav393oVLtZWZm0rNnTwYOHMjNN9/MLbfcwoEDB7jtttsA+Mtf/sLPP//sch9HBvGJJ55g7969BAUFlXls7969DB8+nNDQUIKCghg9ejS7d+8GoEuXLsTGxqLRaIiPj6/S3MhRo0ahVqvp3r07bdu2pV27duj1etq2beuyP6cQQoiGpawMY7HZfkzvI8FiY9RoM4y1zTGHsSo6duzIvn372Lx5M7Nnz2bmzJnce++9pY6FhYWVew29/nIlfrVajdVqLffcK+l0Ouf9HN+XvI5Wq63S4xFCCFE/SEkdcaVGGzB+/WB7wD4k7TCpTxh/6hXKFVl4Nt3fDnD9VDUhPpQx3UJwJyvfs2dPvvzyS8aOHcv69esZPHiwy+3nz58nPDyce+65B5VKRUJCQpnHHnvsMZ544gny8vJQq9V8/fXXPPzww9XvWDUEBQWRn59fq20KIYSoGRXNYfSTDGOj1Gg/Jvhp1fhp1S4b22s1Kvy0apf5iyXPVZc41+fSuVWZv3il119/nZdeeon4+HjOnDnD3LlzXW4/fPgw/fr1o2fPnqxatYrZs2eXeSw6OponnniCgQMHcu211/LII4/U+irrG264gV9//ZVevXrJohchhKjnylolXSwZxkZNpShlVOasx1JSUmjVqhXJycm0bNkSAIPBQGJiIjExMfj6+tZxD0V9JK8hIWqPoihkZ2cTFhbm8qFe1A5FUdiZWEiXKF/C/C8PRG4/mc+ir9Lo1tyXf/y5lcfbLevvt/Ae8jFBCCGEEE7mMoaj4fIuL36SYWyU5FkXQgghhFNZ8xeh5KIXyfo2RhIwCiGEEMKprBXScDnD6M7cfVF/NapnvYFN1xS1SF47QojG4moZRj/JMDZKjaKsjlarRaVSkZGRQUREhEyiFlWiKAoZGRmoVCqpPSmEaPDKDxjtx2WVdOPUKAJGjUZDy5YtSUlJqdJOJ0I4qFQqWrZsiUajqeuuCCFEjSp/SFrK6jRmjSJgBAgMDCQ2Nhaz2VzXXRH1kFarlWBRCNEoXDXDKIW7G6VGEzCCPdMof/SFEEKI8pVVtBtka8DGTp51IYQQQjgZyxmSdu70IhnGRkkCRiGEEEIAYFMUrLayA0ZHICkZxsZJnnUhhBBCAOUveAEp3N3YScAohBBCCKD8BS8AxY4MoxTubpTkWRdCCCEEIBlGUT4JGIUQQggBVJxhNF4qq+MncxgbJXnWhRBCCAGUX1IHoPjSbXpZJd0oScAohBBCCKD8DKOiKM4Mo6ySbpzkWRdCCCEEUP4cRqNFwXGLDEk3TvKsCyGEEAKoYFvAEoGkDEk3ThIwCiGEEAIoP8PoWCGt1ajQqCVgbIwkYBRCCCEEFquCTak4YPSTkjqNlgSMQgghhKiwpI7BLEW7Gzt55oUQQghRYUkdg0WKdjd2EjAKIYQQonIZRlkh3WjJMy+EEEKIircFdGQYZYV0oyUBoxBCCCEqzDAWS4ax0fPKZ/7cuXP85S9/oUmTJvj5+dG9e3f27t1b190SQgghGqyKMoxGs2MOo3eEDcuWLaNfv34EBQXRrFkzxo8fz4kTJyq8z/XXX49KpSr1dcstt5R7n4SEBHr16kVgYCBjx44lKyvLeZvFYqFPnz78+uuvHntc3sw7nvkSsrOzGTRoEFqtlq+//pqjR4/y8ssvExYWVtddE0IIIRqsCucwWhyrpL1jSHr79u3MmjWLXbt2sWXLFsxmM8OHD6ewsLDc+3z22WekpqY6v44cOYJGo+H2228v9z7Tp0/nxhtvZP/+/eTm5vLCCy84b3v55ZcZNGgQ11xzjUcfm7fyqesOXOnFF1+kVatWrF271nksJiamDnskhBBCNHwVrZIu9rIM4zfffOPy87p162jWrBn79u1j6NChZd4nPDzc5eePP/4Yf3//CgPGY8eO8e9//5uOHTsyefJkNm/eDMCZM2dYvXo1+/btc/OR1B9eFzB+8cUXjBgxgttvv53t27cTHR3Ngw8+yIwZM8o832g0YjQanT/n5+cD9o3SlXIKkAohhPBejvdveQ+vPYqiYLIqlPyVl3wOHIW7fX1UNfa8OK6bn59PXl6e87her0ev11d439zcXKB0UFiR1atXM2nSJAICAso9p0ePHmzZsoUOHTqwdetW4uPjAXjggQd46aWXCAoKqnR79Z3XBYxnzpzhrbfeYt68eTz11FPs2bOHhx9+GJ1Ox9SpU0udv2zZMpYsWVLqeE5OToUvAiGEEN7LYDCQk5NT191oNExWhfx8s8uxnBwDGO0ZxdyCYvtBq5Hs7Owa6YPj+Y6Li3M5vmjRIhYvXlzu/Ww2G3PnzmXQoEF069atUm39+uuvHDlyhNWrV1d43r/+9S8efPBBVqxYwaBBg1iwYAEffPAB/v7+9OvXjxEjRnD69GkmTZrE0qVLK9V2faVSvOwjnE6no2/fvvzyyy/OYw8//DB79uxh586dpc6/MsN47tw54uLiSEpKomXLlrXSZyGEEJ6jKArZ2dmEhYWhUnnHnLmGrsBo5dA5g8uxLlF6wvzteaXlW9L59lg+9w9swuS+NbOmICUlhdatW3P06FGio6Odx6+WYZw5cyZff/01P/30U6X/7v/1r39l586dHDp0qEp9zMzMpF+/fuzYsYOHH36YHj16MH/+fPr168eLL77I2LFjq3S9+sTrMozNmzcv9emiS5cubNy4sczzr3whOdLYjtVPQggh6p+Sq1hFzTNZ4cpfdcnfv7Nwt05dY8+J47pBQUEEBwdX6j6zZ89m8+bN7Nixo9LBYmFhIR9//DHPPvtslfs4b9485s6dS8uWLdm2bRtLly4lICCAW265hW3btknAWJsGDRpUamn877//Tps2beqoR0IIIUTDVtEKabg8h9HPS1ZJK4rCQw89xKZNm9i2bVuVFsd+8sknGI1G/vKXv1Spza1bt3Ls2DHnolyr1YrZbB/Gd/y3IfOO5U4lPPLII+zatYsXXniBU6dOsX79elatWsWsWbPqumtCCCFEg1RRDUYoUVbHS1ZJz5o1iw8//JD169cTFBREWloaaWlpFBcXO8+ZMmUKCxYsKHXf1atXM378eJo0aVLp9gwGA7Nnz2bVqlWo1fbfwaBBg3jzzTc5ePAgGzduZNCgQe4/MC/mHc98Cf369WPTpk189NFHdOvWjeeee45XX32Vu+66q667JoQQQjRIlc0w6r0kw/jWW2+Rm5vL9ddfT/PmzZ1fGzZscJ6TlJREamqqy/1OnDjBTz/9xLRp06rU3pIlS7jlllvo2bOn89jrr7/OgQMHGDp0KGPHjmXixIluPSZv53VD0gBjxoxhzJgxdd0NIYQQolGoqAYjXM4w+nlJhrEy63W3bdtW6linTp2qVRZo2bJlpY516NCh0ezyAl6YYRRCCCFE7apshtFbhqRF7ZNnXgghhGjkKj+H0TuGpEXtk4BRCCGEaMSsNgWrrZIZRh8JGxoreeaFEEKIRuxqw9E2RcEoGcZGTwJGIYQQohG76nC0+fLtMoex8ZJnXgghhGjErpZhNJZYQe0tZXVE7ZOAUQghhGjErlpS51KGUe+jQi1bNTZaEjAKIYQQjdjVMozFUlJHIAGjEEII0ahVuqSODEc3ahIwCiGEEI3YVecwXsowessuL6JuyLMvhBBCNGJXyzAWe9k+0qJuSMAohBBCNGJX3RbQWYNRQobGTJ59IYQQopEyWWwoSuV2efGTot2NmgSMQgghRCNVZK44WATJMAo7efaFEEKIRsoxP7EiBpnDKJCAUQghhGi0ik2VCRjtGUZZJd24ybMvhBBCNFJVyTDKkHTjJs++EEII0UhVKsMohbsFEjAKIYQQjZLFqly1pA5IhlHYybMvhBBCNEKVGY6GEgGjZBgbNQkYhRBCiEaosgFjsZTVEUjAKIQQQjRKxZWowQiX95L2lcLdjZoEjEIIIUQjVJkFL1By0YuEDI2ZPPtCCCFEI1RU2SFpyTAKJGAUQgghGh2bojgXs1yNo3C3zGFs3OTZF0IIIRoZQyXnLwIYLfbAUnZ6adzk2RdCCCEamaJKzl+Ey4tjZC/pxk0CRiGEEKKRqWxJHatNwWyVIWkhAaMQQgjR6FS1aDeAnyx6adQkYBRCCCEamcoOSTtK6qgAnUYCxsZMAkYhhBCiEVEUpdKLXhwZRr1WhUolAWNj5lbAmJyc7Kl+CCGEEKIWGC0KNqWyAaP9PD8p2t3o+bhz5zZt2hAeHk6PHj3o2bOn88tkMvH666/z3nvveaqfQgghhPCAys5fBDBYpGi3sHMrYExMTCQhIYEDBw6QkJDA//3f/3H+/HkAgoODPdJBIYQQQnhOVUrqSNFu4eB2hrFNmzaMHz/eeWznzp1MnTqVZ5991t2+CSGEEMLDiqtQtNuZYZQajI2exz8yDBgwgNdee40VK1Z4+tJCCCGEcFOVhqQlwygucesVYDKZyjweGxvLb7/95s6lhRBCCFEDqrbLi2MOowSMjZ1bQ9KBgYHExcXRq1cvevbsSa9evWjRogVvvPEGw4YN81QfhRBCCOEBJosNq60q+0g7MowyJN3YuRUwfv/99xw8eJCDBw/y73//mwULFmAwGAAYOXIkzzzzDN27d6d79+507tzZIx0WQgghRPVUZf4iXK7D6CtldeqNrKwsQkNDUas9+5y5FTAOHjyYwYMHO3+22WycOHGCAwcOcODAAX799VfeffddLly4gNVqdbuzQgghhKi+qsxfLHm+ZBi929GjR/niiy/44osv2L17N2FhYYwePZpbb72VkSNHEhAQ4HYb1Qo/n3nmGfbt21f6Ymo1Xbp0YfLkybz44ot88803pKamOkvtCCGEEKLuVGX+IpRY9CIZRq9z4sQJHn30UWJjY7n22mvZs2cPDzzwAOnp6Xz11Ve0adOGZ599lqZNmzJq1Cjeeustt9qr1isgJSWFUaNG0bJlS2bOnMnXX39d7gIYgMjIyEpfe/HixahUKpcvGc4WQggh3FfVDKPxUlkdPy/LML711lvEx8cTHBxMcHAwAwYM4Ouvv77q/V599VU6deqEn58frVq14pFHHnFOpSvL2bNnGTp0KAEBAQwdOpSzZ8+63D5mzBg2btzo7sOpll9++YXCwkJef/11Ll68yMaNG5kyZQpNmzblmmuu4bnnnuPgwYMcO3aMkSNH8tlnn7nVXrUCxjVr1pCWlsZHH31EUFAQc+fOpWnTpkycOJH333+frKwstzrVtWtXUlNTnV8//fSTW9cTQgghBBRXMcPomPOo97JV0i1btmT58uXs27ePvXv3cuONN3LrrbdWWKFl/fr1PPnkkyxatIhjx46xevVqNmzYwFNPPVXufR599FGio6M5cOAAzZs3Z/78+c7bNmzYgFqtZuLEiR59bJV177338vbbbzNq1Ch0Ol2557Vt25Y5c+awZcsWt9qr9itArVbTq1cvXnrpJU6cOMHu3bvp378/77zzDi1atGDo0KGsWLGCc+fOVfnaPj4+REVFOb+aNm1a3W4KIYQQArDYFEzWKi568dLC3WPHjmX06NHExsbSsWNHnn/+eQIDA9m1a1e59/nll18YNGgQd955J23btmX48OFMnjyZX3/9tdz7HDt2jKlTpxIbG8s999zDsWPHAMjJyeHpp5/mzTff9Phj81ZuLXoJCQnh//7v/5g4cSJdunShS5cuPP7441y4cIEvv/ySL774AsAlIq+MkydP0qJFC3x9fRkwYADLli2jdevWZZ5rNBoxGo3On/Pz8wFQFAWlkpurCyGE8B6O9295D/esYpOVqvxKFUXBYLocMNb08+G4fn5+Pnl5ec7jer0evV5f7v2sViuffPIJhYWFDBgwoNzzBg4cyIcffsivv/7KNddcw5kzZ/jqq6+4++67y71Pjx49+O677xg+fDj/+9//iI+PB+Cxxx5j1qxZtGrVqqoP0yOKi4vJysoiOjra5fhvv/1G165da6RNleLGK0CtVjNs2DAKCwtRqVT07duXu+66i379+lW7Q19//TUFBQV06tSJ1NRUlixZwrlz5zhy5AhBQUGlzl+8eDFLliwpdfzQoUOlfpFCCCHqh+LiYvz8/Oq6Gw3KxUIriVmVr1gS29SHl7bnczzDwuPXBXJt6/KDNk84d+6cMyAradGiRSxevLjU8cOHDzNgwAAMBgOBgYGsX7+e0aNHV9jG66+/zvz581EUBYvFwgMPPFDhYpBz587x17/+lUOHDhEfH88777zD6dOnefTRR/n222954IEH2Lt3L8OHD+f111+vcGjYUz799FPnVECbzca7775L//79Aejduzf79++vkXbdDhibNGnCpEmTCAgIYN++ffz444/Mnj3bY1sD5uTk0KZNG1auXMm0adNK3X5lhvHcuXPExcWRlJREy5YtPdIHIYQQtUdRFLKzswkLC0Ol8q6h0PosKctESo650ud3idLz+OfnOXXRxIvjmnNNW/dLs1QkJSWF1q1bc/ToUZeET3kZRpPJRFJSErm5uXz66af861//Yvv27cTFxZV5/W3btjFp0iSWLl1K//79OXXqFHPmzGHGjBksXLiwUn00Go306dOH9957j3//+9/k5uby9ttvM3LkSMaPH89DDz1UvQdfBT179uTbb78lMjKSffv2MXXqVJ566inuvPNOevXqRUJCQo2069aQNNgnkd58883Onw8dOsStt95KdHQ0jzzyiLuXJzQ0lI4dO3Lq1Kkyb7/yheRIYztWWAshhKh/SlbKEJ5RbFaoyq9TpVJhuLTTi59OU+PPheP6QUFBBAcHX/V8nU5Hhw4dAOjTpw979uzhtdde45133inz/IULF3L33Xczffp0ALp3705hYSH3338/f/vb3ypV6PqFF15g+PDh9OnThxkzZrB06VK0Wi233XYb33//fa0EjGaz2Vl9pk+fPuzYsYMJEyZw6tSpGn2O3Fr2FB4eXmr8Pj4+nn/84x9u1/txKCgo4PTp0zRv3twj1xNCCCEao6qW1IESO714WVmdsthsNpcRxysVFRWVCgo1Gg1ApeZnHjt2jPXr1/Pcc88B9rmTZrM9Y2s2m2ttg5JmzZpx6NAh58/h4eFs2bKFY8eOuRz3NLcCxp49e7J27dpSxzt06EBSUlK1rjl//ny2b9/O2bNn+eWXX5gwYQIajYbJkye701UhhBCi0bIpSvUCRude0t5VVmfBggXs2LGDs2fPcvjwYRYsWMC2bdu46667nOdMmTKFBQsWOH8eO3Ysb731Fh9//DGJiYls2bKFhQsXMnbsWGfgWB5FUbj//vt55ZVXnLumDBo0iHfffZdjx47x/vvvM2jQoJp5sFf44IMPaNasmcsxnU7HRx99xPbt22usXbeGpJcuXcoNN9zA+fPnefDBB4mPj6ewsJAXXniBmJiYal0zJSWFyZMnk5mZSUREBIMHD2bXrl1ERES401UhhBCi0TJUcQ/py/fzzrI6Fy5cYMqUKaSmphISEkJ8fDzffvutyxS5pKQkl4zi008/jUql4umnn+bcuXNEREQwduxYnn/++au2t2rVKiIjIxkzZozz2OLFi7nzzjvp378/I0eOZNasWZ59kOWoaH1GTQatbi16ATh48CBz5szhp59+cqZ0fX19+eSTT666WqkmpKSk0KpVK5KTk2XRixBC1EOy6MXzLuSbOZVR/nBtWWKb6bl99VkAvvhrO4J9K87CuUv+fldddHQ0ffr0oU+fPvTu3ZvevXvXWIUYtxe99OjRg23btnHhwgX27duHzWajf//+UmxbCCGE8BK5hqoPRxtLDGF7W4ZR2D355JPs37+fzz77jOeffx6r1UpERAS9e/d2CSLbtGnjdltuB4wOzZo1Y9SoUZ66nBBCCCE8JN9Q9QUZxkvzF9Uq0GokYPRGJVdlG41GDhw4wP79+9m/fz9fffUVK1aswGw2Y7FY3G7LYwGjEEIIIbyPyWJzzkWsipILXmRqgPfT6/X079+f3r178+2332I2m0lMTPRYMXHvWvYkhBBCCI/Kq8ZwNIDRS/eRFqUZDAY2bdrEXXfdRUREBPfeey8ajYYPPviAjIwMj7QhGUYhhBCiAcurxnA0XF5Z7W0ldcRlGzZsYOPGjXz99dcEBQUxYcIENm7cyPXXX3/VUkFV5XbAmJKSQosWLVCr1S7fCyGEEKLuVTdgdMxh9KsHRbsbq8mTJ9OiRQv+/ve/M336dHx8ai4P6HZkFxcXx9mzZ0t9L4QQQoi6ZbEqFJncG5LW+0gSyFsNGTKE/Px8HnzwQUJCQhgwYACzZs1izZo1HDhwwCOLXRzcDkVLlnF0s6SjEEIIITwo31j97eouL3qRDKO3cuzscvLkSfbt2+dcIf3RRx+Rk5ODXq+ne/fu/Prrr263JXMYhRBCiAaqugte4HIdRj+Zw+j1YmNjiY2NZdKkSc5jiYmJ7N27l4SEBI+0IQGjEEII0UBVd/4iXJ7DKKuk66eYmBhiYmK4/fbbPXI9+dgghBBCNEBWm0KBsfoZRseQtF4yjF4pLS0No7Hy2z2eOXPGrfbkVSCEEEI0QAVGm1trCxyLXmRI2jt9+umnhIeHM2HCBNauXVtmvcXdu3fz1FNP0bVrV3r06OFWe/IqEEIIIRqg6mwHWJKzDqMMSXul2bNnc/DgQYYMGcK6deto2bIlgwcP5oUXXmDGjBk0b96c8ePHc+HCBZYvX+52AW+ZwyiEEEI0QLluBozOnV4kw+i1OnTowLx585g3bx4XL15k8+bNfP3117Rt25aNGzcyYMAAj23r6HbA+NRTTxEeHl7qeyGEEELUDUVxb/4iyKKX+uCZZ57h1ltvpU+fPjRt2pR77rmHe+65p0bacjtgXLBgQZnfCyGEEKJuFJhsWG3u1Ua+XIdRMozeKiUlhVGjRqHT6Rg7dizjxo3jpptuQqfTebwteRUIIYQQDUy+G/UXHRx1GKVwt/das2YNaWlpfPTRRwQFBTF37lyaNm3KxIkTef/998nKyvJYWxIwCiGEEA1MXrF78xehxJC0ZBi9mlqtZsiQIbz00kucOHGC3bt3079/f9555x1atGjB0KFDWbFiBefOnXOvHQ/1VwghhBBeIs+NLQEdZA5j/dSlSxcef/xxfv75Z5KTk5k6dSo//vgjH330kVvX9WjAOHXqVLcLQwohhBCi+opMNixW9+YvAhhklXS9FxERwbRp0/jPf/7D/Pnz3bqWR18FkydPZsqUKdx3330kJiZ68tJCCCGEqAR3tgMsyWiWIWlvVVxcXOYQ82+//VZjbXr0VTBy5Eh++ukn/vSnP/GXv/yFGTNmkJSU5MkmhBBCCFEBdwt2Ozh3epEhaa/y6aefEhsbyy233EJ8fDy7d+923nb33XfXWLs18rFhxIgRrF69GoCOHTvWRBNCCCGEKEOuB1ZIK4oie0l7qaVLl7Jv3z4OHDjA2rVrmTZtGuvXrwdwayvIq/HoTi/jxo3j999/x2QyERsbS+fOnXn11Vc92YQQQgghymG02DBZ3A8YrTZwlHGUsjrexWw2ExkZCUCfPn3YsWMHEyZM4NSpUx7b1aUsbgWMv/zyC8HBwXTr1g2Ap59+mi5duhAUFOSRzgkhhBCi8nI9UE4HwFRi0Yyfj2QYvUmzZs04dOgQ8fHxAISHh7NlyxamTp3KoUOHaqxdt14Fs2bNchk7v+aaawgKCuL06dPk5+e73TkhhBBCVF52kWcCRvOlgNFHDT4ayTB6kw8++IBmzZq5HNPpdHz00Uds3769xtp1K2A8ceIE119/fanj3333HZMnT3bn0kIIIYSoApuikOPhDKNesotep2XLlkRFRZV526BBg2qsXbdeCcHBwWRnZ5c6PmTIEHbt2uXOpYUQQghRBfkG9/ePdjBdWvDiJ/MX652srCxsNvfnsV7JrYBx5MiRrFixovRF1WpMJpM7lxZCCCFEFWQXWTx2LUeGUWow1g9Hjx5l+fLlDBw4kIiICJo1a8aUKVPYuHEjhYWFHmnDrVfCc889x/bt25k4cSKHDx8GwGAw8OKLLzonYwohhBCi5nlq/iJcnsMoAaP3OnHiBI8++iixsbFce+217NmzhwceeID09HS++uor2rRpw7PPPkvTpk0ZNWoUb731llvtubVKulWrVuzatYuZM2fSo0cP9Ho9FouFkJAQvvzyS7c6JoQQQojKMZhtFJs9Nwxpsl7aFlCKdnutX375hcLCQl5//XVuuukmdDqd87amTZtyzTXX8Nxzz3H27Fn+85//8NlnnzFz5sxqt6dSPFTlMSkpiQMHDqDVaunfvz/h4eGeuGyVpaSk0KpVK5KTk2nZsmWd9EEIIUT1KYpCdnY2YWFhNVpXriFJzTWTmGn02PUSkov45EAufVv7s2JCtMeuWxH5++3dPFa4u3Xr1rRu3dpTlxNCCCFEJWV5cP4ilJzDKAG7N4uOjqZPnz706dOH3r1707t3b6KjaybA9+hOL0IIIYSoXVabQp4HtgMsyTmHUcrqeLUnn3yS/fv389lnn/H8889jtVqJiIigd+/eLkFkmzZt3G5LAkYhhBCiHssptnp8D2HJMNYPDz30kPN7o9HIgQMH2L9/P/v37+err75ixYoVmM1mLBb3M9ASMAohhBD1WI4HV0c7mCTDWO/o9Xr69+9P7969+fbbbzGbzSQmJroshnGHvBKEEEKIesyT9RcdHIW7JcNYPxgMBjZt2sRdd91FREQE9957LxqNhg8++ICMjAyPtCEZRiGEEKKeKjRandlAT3LMYfSTOoxebcOGDWzcuJGvv/6aoKAgJkyYwMaNG7n++uvRaDQebUsCRiGEEKKe8mSx7pIu7yUtGUZvNnnyZFq0aMHf//53pk+fjo9PzYV18tFBCCGEqKeyaihglJ1e6ochQ4aQn5/Pgw8+SEhICAMGDGDWrFmsWbOGAwcOeGSxi4NXvxKWL1+OSqVi7ty5dd0VIYQQwquYrQoFxhrKMFq8e0h68eLFqFQql6/OnTtXeB+z2cyzzz5L+/bt8fX1pUePHnzzzTcV3ufs2bMMHTqUgIAAhg4dytmzZ11uHzNmDBs3bnT34VTb9u3byc3N5cSJE6xevZohQ4Zw4sQJ5s+fT+/evQkKCuKaa67xSFteOyS9Z88e3nnnHdmTWgghhChDTSx2cTDXg7I6Xbt25bvvvnP+fLXh2KeffpoPP/yQd999l86dO/Ptt98yYcIEfvnlF3r16lXmfR599FGio6NZvXo1Tz/9NPPnz+fTTz8F7PMH1Wo1EydO9NyDqqbY2FhiY2OZNGmS81hiYiJ79+4lISHBI2145UeHgoIC7rrrLt59913CwsLqujtCCCGE16mp+YtQcg6jV4YJgD1AjIqKcn41bdq0wvM/+OADnnrqKUaPHk27du2YOXMmo0eP5uWXXy73PseOHWPq1KnExsZyzz33cOzYMQBycnJ4+umnefPNNz36mKoiLS0No7H87SBjYmK4/fbbeeGFFwA4c+aMW+15ZYZx1qxZ3HLLLQwbNoylS5dWeK7RaHT5heXn5wP2vUg9XchUCCFEzXO8f8t7ePkURSGnyEJN/You12Gk1p4HRzv5+fnk5eU5j+v1evR6fanzT548SYsWLfD19WXAgAEsW7aswi2KjUYjvr6+Lsf8/Pz46aefyr1Pjx49+O677xg+fDj/+9//nKOejz32GLNmzaJVq1ZVeoye9Omnn/LEE08wfPhwxo0bx5gxY4iIiHA5Z/fu3fznP//hP//5D0lJSc4YqTq8LmD8+OOP2b9/P3v27KnU+cuWLWPJkiWljufk5BAQEODp7gkhhKgFBoOBnJycuu6G18oz2MjJq7khaaPZvtWgqbiA7GxDjbVTkuP5jouLczm+aNEiFi9e7HKsf//+rFu3jk6dOpGamsqSJUsYMmQIR44cISgoqMzrjxgxgpUrVzJ06FDat2/P1q1b+eyzz7Bay8/Urlixgr/+9a+0bduW+Ph43nnnHXbs2MGBAwd48cUX+fOf/8zevXsZPnw4r7/+useKZFfG7NmzGTlyJF988QXr1q3jgQceoF+/fowePZrExEQ2b94MwC233MLy5cu5+eab3WpPpXjRR7jk5GT69u3Lli1bnFH89ddfT8+ePXn11VfLvM+VGcZz584RFxdHUlISLVu2rI1uCyGE8CBFUcjOziYsLAyVynvn0NWlkxeMZBTUXMC45Os0TFaFD6e0ITpUW2PtlJSSkkLr1q05evQo0dHRzuPlZRhLysnJoU2bNqxcuZJp06aVeU5GRgYzZszgyy+/RKVS0b59e4YNG8aaNWsoLi6uVB+NRiN9+vThvffe49///je5ubm8/fbbjBw5kvHjx7ts1VfbMjMz2bx5M1999RVt27bl1ltvZcCAAR77N+R2hnHr1q1s3bqVCxcuYLO5bn6+Zs2aKl1r3759XLhwgd69ezuPWa1WduzYwT/+8Q+MRmOpQpRXvpAcaWzHqikhhBD1T8nVr8KVxaqQWWSlpn41iqJcLtytU9fac+BoJygoiODg4CrdNzQ0lI4dO3Lq1Klyz4mIiODzzz/HYDCQmZlJixYtePLJJ2nXrl2l23nhhRcYPnw4ffr0YcaMGSxduhStVsttt93G999/X6cBY5MmTZg6dSpTp06tkeu7FTAuWbKEZ599lr59+9K8eXO3X1Q33XQThw8fdjl277330rlzZ5544gmPVy0XQggh6puMAkuNziu02MBxdd96Uri7oKCA06dPc/fdd1/1XF9fX6KjozGbzWzcuJE///nPlWrj2LFjrF+/ngMHDgD2hJbZbAbsJXsqGtpuCNwKGN9++23WrVtXqSeoMoKCgujWrZvLsYCAAJo0aVLquBBCCNEYpeWba/T6jhqM4L2Fu+fPn8/YsWNp06YN58+fZ9GiRWg0GiZPnuw8Z8qUKURHR7Ns2TLAvgDk3Llz9OzZk3PnzrF48WJsNhuPP/74VdtTFIX777+fV155xbk+YtCgQbz77rt07NiR999/36XthsitV4LJZGLgwIGe6osQQgghKpBnsFJssl39RDc4hqO1GhUatXdmGFNSUpg8eTKdOnXiz3/+M02aNGHXrl0uq4STkpJITU11/mwwGHj66aeJi4tjwoQJREdH89NPPxEaGnrV9latWkVkZCRjxoxxHlu8eDEGg4H+/fvToUMHZs2a5dHH6G3cWvTyxBNPEBgYyMKFCz3ZJ7ekpKTQqlUrkpOTZdGLEELUQ7LopXwnM4xk1HCG8UK+mVe3XSRQr2bzA+1rtK2S5O+3d3NrSNpgMLBq1Sq+++474uPj0WpdV1KtXLnSrc4JIYQQws5iVciswZXRDpeLdkuwXp+kpKTQokUL1Gq1y/ee4lbAeOjQIXr27AnAkSNHXG6TT4VCCCGE52QUWrDVQiU8xxxGXy/e5UWUFhcXx4EDB2jXrp3L957iVsD4ww8/eKofQgghhKhAel7NDkU75BvtcyRD/KQySX1ScoZhTayil48PQgghhJfLN1gpquHFLg65xfbyMBGBEjCKy9wu3J2Tk8Pq1audG3LHxcUxbdo0QkJC3O6cEEIIISA9v+bnLjrkXAoYmwZ63e7Bog65lWHcu3cv7du355VXXiErK4usrCxeeeUV2rdvz/79+z3VRyGEEKLRslgVLtbCYhcHZ8AYIAGjuMytV8MjjzzCuHHjePfdd/HxsV/KYrEwffp05s6dy44dOzzSSSGEEKKxqq3FLg6Xh6QlYBSXufVq2Lt3r0uwCODj48Pjjz9O37593e6cEEII0djV1mIXBxmSFmVxa0g6ODiYpKSkUseTk5MJCgpy59JCCCFEo5dXi4tdAIwWG8VmezZTMoyiJLcCxjvuuINp06axYcMGkpOTSU5O5uOPP2b69OkNfk9FIYQQoqb9kWWq1fYcw9G+Pir8dVJIpT556qmnCA8PL/W9p7j18WHFihWoVCqmTJmCxWJBURR0Oh0zZ85k+fLlnuqjEEII0ehkF1nIN1hrtc2cYns2M1RqMNY7CxYsKPN7T3ErYNTpdLz22mssW7aM06dPA9C+fXv8/f090jkhhBCisUrKrt25i3A5wyhFu8WVqhwwzps3j+eee46AgADmzZtX4bmyl7QQQghRdZmFFgqNtZtdhMsLXiRgrB+KiopqLUlX5YAxISEBs9ns/L48spe0EEIIUXWKopBUy3MXHRwZRhmSrh9CQkJITU2ladOmNd5WlQPGkvtHy17SQgghhGdlFFgoNtfeyuiSciRgrFesVis22+XXypAhQ/j000+JjIz0eFtuLYFKSkoqd4PrssrtCCGEEKJ8NkUhuQ7mLjrIkHT9duDAAQoLC2vk2m4FjDExMWRkZJQ6npmZSUxMjDuXFkIIIRqd9HwLRkvdZBdtikKuwZFhlJI6wpVbrwhFUcqcq1hQUICvr687lxZCCCEaFatNISW7buYuAhQabVhtoAKCfSXDWF+sX7+e/fv3O9eX1JRqldVxrI5WqVQsXLjQZYWO1Wpl9+7d9OzZ0yMdFEIIIRqD1DwzZmvt7Rl9JcdwdLCvGo1aFq7WB0OGDGHRokXk5+ej1WqxWCwsWrSIIUOG0KtXL+Lj49Hr9R5pq1oBo2N1tKIoHD58GJ1O57xNp9PRo0cP5s+f75EOCiGEEA2dyWLjXE7dzV0Emb9YH23fvh2AkydPsm/fPvbv38/+/ft58sknycnJwcfHhy5dunDw4EG326pWwOhYHX3vvffy2muvERwc7HZHhBBCiMbqTKYJq63usosgRbvrs9jYWGJjY5k0aZLzWGJiInv37q2wBGJVuLXTy9q1awE4evQoSUlJmEyucy/GjRvnzuWFEEKIBi+z0EJWoaWuu0GubAvYoMTExBATE8Ptt9/ukeu5FTAmJiYyfvx4Dh8+jEqlcpbYcSyEsVprv0q9EEIIUV9YrApnLhrruhuA1GAUFXNrlfTDDz9MTEwMFy5cwN/fn99++40dO3bQt29ftm3b5qEuCiGEEA1TYpapThe6lCQBo6iIWxnGnTt38v3339O0aVPUajVqtZrBgwezbNkyHn74YY+NmwshhBANTXaRhYz8ul3oUpIsehEVcSvDaLVaCQoKAqBp06acP38egDZt2nDixAn3eyeEEEI0QBabwumLdVdz8Upmq0KhSeYwivK5lWHs1q0bBw8eJCYmhv79+/PSSy+h0+lYtWoV7dq181QfhRBCiAYlKcuEqY52dCmLY4W0TqPCTys1GEVpbgWMTz/9tHPPwmeffZYxY8YwZMgQmjRpwoYNGzzSQSGEEKIhyS22kpbnPUPR4DocXdYObkK4FTCOGDHC+X2HDh04fvw4WVlZhIWFyQtOCCGEuIJNUTjtJauiS8otlj2kRcXcChjLEh4e7ulLCiGEEA1CcrYZg9l7hqIdcgyy4EVUrMoB47x583juuecICAhw7ildnpUrV1a7Y0IIIURDUmi0ci7Hexa6lJQrJXXEVVQ5YExISMBsNju/L48MSQshhBB2iuJdq6KvlFMkAaOoWJUDRsc+0ld+L4QQQoiypeZZKDB67+5nUoNRXE21Z7eazWZuuukmTp486cn+CCGEEA2KwWwjKct7s4uKosiQtLiqageMWq2WQ4cOebIvQgghRINz+qIRm+Id2/+Vpcik4FiHE+IrAWN9U1sJPLfWz//lL39h9erVnuqLEEII0aBcyDc7s3feyjEcHaRX46OR9Qf1TW0l8Nwqq2OxWFizZg3fffcdffr0ISAgwOV2WSUthBCisTJZbCRmeu9QtEOulNSp9xwJvOXLl9dYG24FjEeOHKF3794A/P777y63ySppIYQQjZWiKPx+wYjV5r1D0Q6y4KX+q40EnlsBo6ySFkIIIUpLyjaTZ/DuoWgHWfBS/9VGAs/jO70IIYQQjVlmocVrC3SXJUcCxnqvNhJ4Htk08ujRo3zzzTd88cUXLl/V8dZbbxEfH09wcDDBwcEMGDCAr7/+2hPdFEIIIWpUsdnGqQzv2yu6IpeHpOvPPtI7duxg7NixtGjRApVKxeeff17qHEVReOaZZ2jevDl+fn4MGzasUiuJ33zzTdq2bYuvry/9+/fn119/rfD8LVu20LFjR4KDg7n77rsxmS5/WMjNzaVjx4788ccfVX6M3satDOOZM2eYMGEChw8fRqVSoVwqG+BIf1qtVU/Ht2zZkuXLlxMbG4uiKLz33nvceuutJCQk0LVrV3e6K4QQQtQYq03hRLqhXsxbLKk+DkkXFhbSo0cP7rvvPm677bYyz3nppZd4/fXXee+994iJiWHhwoWMGDGCo0eP4uvrW+Z9NmzYwLx583j77bfp378/r776KiNGjODEiRM0a9as1Pk2m40777yTBQsWMGLECP70pz+xatUqZs+eDcCTTz7JAw88QJs2bTz34MuRk5PD6tWrOXbsGABxcXFMmzaNkJAQj1zfrY8Tc+bMISYmhgsXLuDv789vv/3Gjh076Nu3L9u2bavWNceOHcvo0aOJjY2lY8eOPP/88wQGBrJr1y53uiqEEELUqDOZJopMtrruRpVYbAr5Bnuf61PAOGrUKJYuXcqECRPKvF1RFF599VWefvppbr31VuLj43n//fc5f/58mdlIh5UrVzJjxgzuvfde4uLiePvtt/H392fNmjVlnn/x4kUuXrzIgw8+SNeuXRk3bpwzYPvll1/Ys2cPc+bMcfvxXs3evXtp3749r7zyCllZWWRlZfHKK6/Qvn179u/f75E23AoYd+7cybPPPkvTpk1Rq9Wo1WoGDx7MsmXLePjhh93unNVq5eOPP6awsJABAwa4fT0hhBCiJqTmmcnIN9d1N6osz2BFAXzUEKCrP0PSV5OYmEhaWhrDhg1zHgsJCaF///7s3LmzzPuYTCb27dvnch+1Ws2wYcPKvU9ERATNmzfnf//7H0VFRfz444/Ex8djNpuZOXMm77zzDhpNzQfijzzyCOPGjePs2bN89tlnfPbZZyQmJjJmzBjmzp3rkTbcGpK2Wq0EBQUB0LRpU86fP0+nTp1o06YNJ06cqPZ1Dx8+zIABAzAYDAQGBrJp0ybi4uLKPNdoNGI0Xp4vkp+fD9g/XSheXFlfCCFE2Rzv3/XhPVxRFJKyzZzLqX/BIkBO0aX5i74aQEXJX3ltPweOtvLz88nLy3Me1+v16PX6Kl0rLS0NgMjISJfjkZGRztuudPHiRaxWa5n3OX78eJn3UalU/N///R+PPPIIc+bMYfTo0dx3330sX76cG264AV9fXwYNGsTFixd56KGHnEPVnrZ3717effddfHwuh3U+Pj48/vjj9O3b1yNtuBUwduvWjYMHDxITE0P//v156aWX0Ol0rFq1inbt2lX7up06deLAgQPk5uby6aefMnXqVLZv315m0Lhs2TKWLFlS6nhOTk6pOkRCCCHqB4PBQE5OTl13o0JWm8KZLAs5xd4f2JYnPdse6AbqoKCgwOW2nBwDGGsv6+h4vq/8W79o0SIWL15ca/2oqsGDB7Nnzx7nz7///jvvv/8+CQkJDB06lDlz5jBq1Ci6devG0KFDiY+P93gfgoODSUpKonPnzi7Hk5OTnYk9d7kVMD799NMUFhYC8OyzzzJmzBiGDBlCkyZN2LBhQ7Wvq9Pp6NChAwB9+vRhz549vPbaa7zzzjulzl2wYAHz5s1z/nzu3Dni4uIIDQ0lLCys2n0QQghRNxyZrdDQUK/dBKLYbON4mgGLRiEwsK57U30GpQAw0CRQR+AVDyQ0VE+Yf+1V33PEE0ePHiU6Otp5vKrZRYCoqCgA0tPTad68ufN4eno6PXv2LPM+TZs2RaPRkJ6e7nI8PT3deb3K+Otf/8rLL7+MzWYjISGB22+/HX9/f6677jq2b99eIwHjHXfcwbRp01ixYgUDBw4E4Oeff+axxx5j8uTJHmnDrVfCiBEjnN936NCB48ePk5WVRVhYmEf/kdtsNpdh55KuTFU70tgqlcpr32iEEEJUzPEe7o3v4zlFFk5c2sXFC7tXJY5tAUP9NaUeS23//h1tBQUFERwc7Na1YmJiiIqKYuvWrc4AMS8vj927dzNz5swy76PT6ejTpw9bt25l/PjxgD3+2Lp1a6WHklevXk14eDjjxo0jOzsbALPZ7PxvdarHVMaKFStQqVRMmTIFi8UC2PeYnjlzpse2C3Qr1zx9+vRSq6HDw8PdeoEtWLCAHTt2cPbsWQ4fPsyCBQvYtm0bd911lztdFUIIIdyWU2ThaFr9K51TnvpatLugoIADBw5w4MABwL7I5cCBAyQlJQH24HPu3LksXbqUL774gsOHDzNlyhRatGjhDAYBbrrpJv7xj384f543bx7vvvsu7733HseOHWPmzJkUFhZy7733XrVPFy5cYOnSpbzxxhsAhIWF0aVLF1599VV27tzJ1q1bGTRokOd+CSWkpaXxyiuvkJ2d7fy9ZGVlsXLlylIZ0+pyK8OYkZHByJEjiYiIYNKkSdx1113lpnor68KFC0yZMoXU1FRCQkKIj4/n22+/5eabb3brukIIIYQ7ikw2TlyoX0W5r6a+7iO9d+9ebrjhBufPjqlpU6dOZd26dQA8/vjjFBYWcv/995OTk8PgwYP55ptvXGownj59mosXLzp/vuOOO8jIyOCZZ54hLS2Nnj178s0335RaCFOWOXPm8Oijj9KiRQvnsXXr1jF16lRef/11HnvsMfr16+fuQy9TTEwMqampNGvWjO7duzuPZ2ZmEhMT45HMpkpxcwlUdnY2n3zyCevXr+fHH3+kc+fO3HXXXdx55520bdvW7Q5WVUpKCq1atSI5OZmWLVvWevtCCCHcoygK2dnZHp/e5A6zVeHQuWKMlvpVZ7EiiqKw5Ot0TFaFR26IICLQNYfUJcq3Vucwyt/v6lOr1aSlpZUqLv7HH38QFxfnnB/qDrdfCWFhYdx///3cf//9pKSk8NFHH7FmzRqeeeYZ5zi6EEIIUV/ZFIXj6YYGFSwCGCwKJqs9Z2QvqyPqG0dmVaVS8cwzz+Dv7++8zWq1snv3brdHfh089tHBbDazd+9edu/ezdmzZyuVvhVCCCG83emLJvINNbNYoS45tgT016rQ+XhHJldUTUJCAmDPFh8+fBidTue8TafT0aNHD+bPn++RttwOGH/44QfWr1/Pxo0bsdls3HbbbWzevJkbb7zRE/0TQggh6kxKjqle7uBSGfV1wYu47IcffgDg3nvv5bXXXnN7dXlF3AoYo6OjycrKYuTIkaxatYqxY8dWq16SEEII4W3S8swkZZnquhs1pr4ueBGlrV27tsbbcCtgXLx4MbfffjuhoaEe6o4QQghRtyw2hTMXjVwsaNjz8J0ZRn8JGOu7ZcuWERkZyX333edyfM2aNWRkZPDEE0+43YZbdRhnzJghwaIQQogGo9Bo5dC54gYfLAKcv7T/9ZWro0X9884775TaFhCga9euvP322x5pQ14lQgghBJCeZ+ZMpgk3q83VCzZFIflSwNg6THeVs4W3S0tLc9kC0SEiIoLU1FSPtFF7u4oLIYQQXshqUzh5wcDpi8ZGESwCXMi3YLQo6DQqIoMkd1TftWrVip9//rnU8Z9//tmlkLg7qvwqOXToEN26dUOtllhTCCFE/WYw23dvKTQ2vLI5FUnOtmcXo0O1aNRSUqe+mzFjBnPnzsVsNjur1GzdupXHH3+cRx991CNtVDlg7NWrl3P7mXbt2rFnzx6aNGnikc4IIYQQtSWn2MrvFwxYrI0jq1hSUrZ99XfrMG0d90R4wmOPPUZmZiYPPvggJpN9WoWfnx9PPPEETz75pEfaqHLAGBoaSmJiIs2aNePs2bPYbA2r8r0QQoiG71yOiT8acMmcq0nKlvmLDYlKpeLFF19k4cKFHDt2DD8/P2JjYz1a6rDKAePEiRO57rrraN68OSqVir59+6LRlL0k/8yZM253UAghhPAUq03hdCMomVORYpONjEuPv5VkGBuUpKQkMjMzMZlMLjHYuHHj3L52lQPGVatWcdttt3Hq1CkefvhhZsyYQVBQkNsdEUIIIWqSwWzjeLqBIlPjHhlLzrFnVsP9NQTqpQZjQ3DmzBkmTJjA4cOHUalUzsVbKpV9fqrV6v4c3WotjRo5ciQA+/btY86cORIwCiGE8GqNeb7ilWQ4uuGZM2cOMTExbN26lZiYGHbv3k1WVhaPPvooK1as8Egbbq2lX7t2LTk5Obz88sscO3YMsBeJvO+++wgJCfFIB4UQQgh3pOaaScw01nU3vEayY8FLuAxHNxQ7d+7k+++/p2nTpqjVajQaDYMHD2bZsmU8/PDDJCQkuN2GW7Vx9u7dS/v27XnllVfIysoiKyuLlStX0r59e/bv3+9254QQQojqUhSF0xlGCRZLsCmKs6SOZBgbDqvV6hztbdq0KefPnwegTZs2nDhxwiNtuJVhfOSRRxg3bhzvvvsuPj72S1ksFqZPn87cuXPZsWOHRzophBBCVNXZLBPp+ea67oZXySiwYLAoaKVgd4PSrVs3Dh48SExMDP379+ell15Cp9OxatUq2rVr55E23Hq17N271yVYBPDx8eHxxx+nb9++bndOCCGEqI6UbBOpuRIsXikpy/47aSkFuxuUp59+msLCQgCeffZZxowZw5AhQ2jSpAkbNmzwSBtuBYzBwcEkJSWV2vA6OTlZFsIIIYSoE2l5ZmdhauHKsUJaCnbXfyV33hsxYoTzeIcOHTh+/DhZWVmEhYU5V0q7y605jHfccQfTpk1jw4YNJCcnk5yczMcff8z06dOZPHmyRzoohBBCVFZmoYUzF2XOYnkcGUaZv1j/9erVi4sXLwLQrl07MjMzXW4PDw/3WLAIbmYYV6xYgUqlYsqUKVgs9iKgWq2WmTNnsnz5co90UAghhKiIxapgsSkUGG2czJBgsTzFZhsXpGB3g1HbO++5FTDqdDpee+01li1bxunTpwFo3749/v7+HumcEEIIcaVCo5WzWSaKTDbMUlex0hyro6Vgd8NQ2zvveWSJlL+/P927d/fEpYQQQogyWawKSdkm0vJkMUt1OOsvSnaxQajtnfdkTb0QQgivdyHfzB9ZJskousGxw0srmb/YYNTmznsSMAohhPBaRSYbZy4ayTO4vxduY2Yv2O3IMErA2NCsXbu2xtuQgFEIIYTXsSn24efzuRYURbKK7nIW7FZDVLD86RdV51ZZnaSkpDL/ISuKQlJSkjuXFkII0UjlFlv5Lc1CSrZZgkUPcSx4iQ7VScFuUS1uBYwxMTFkZGSUOp6VlUVMTIw7lxZCCNHIWG0KZy4a+S3VgMEigaInOQqZtw6XBS+ietzKSyuKUmZRyIKCAnx9fd25tBBCiEakyGTj9wsGikw1W0uusXIseGkdKvMXRfVUK2CcN28eACqVioULF7rUXbRarezevZuePXt6pINCCCEahjyDFbNVIUCnxld7eYArLc9MYqZJhp9riMFsIyP/UsFuyTA2SFOnTmXatGkMHTq0xtqoVsCYkJAA2DOMhw8fRqe7/IlFp9PRo0cP5s+f75keCiGEqPcu5Js5VWIXFo1aRaDeHjTmFssK6JqUnG1GAcL8NQRJwe4GKTc3l2HDhtGmTRvuvfdepk6dSnR0tEfbqFbA+MMPPwBw77338tprrxEcHOzRTgkhhGg4krJNpFyaQ+dgtSkSKNaSpBwp2N3Qff7552RkZPDBBx/w3nvvsWjRIoYNG8a0adO49dZb0Wrdf+7dWvSydu1aCRaFEEKUyaYonMwwlgoWRe1KzJT6i41BREQE8+bN4+DBg+zevZsOHTpw991306JFCx555BFOnjzp1vXdLsa0detWtm7dyoULF0ptfL1mzRp3Ly+EEKKesSkKecVWUnLMUnC7jmUWWjhz0YQK6NhMX9fdEbUgNTWVLVu2sGXLFjQaDaNHj+bw4cPExcXx0ksv8cgjj1Trum4FjEuWLOHZZ5+lb9++zs2vhRBCND5Wm0JOsZWsQgtZRVasNlnA4g12nS0CILaZniYBUrC7oTKbzXzxxResXbuW//3vf8THxzN37lzuvPNO50jwpk2buO++++omYHz77bdZt24dd999tzuXEUIIUQ9ZrArZxVYyCy3kFFmxySpnr2KyKOxLtgeM17b1v8rZoj5r3rw5NpuNyZMn8+uvv5ZZqeaGG24gNDS02m24FTCaTCYGDhzoziWEEELUM/kG+3BzTrFVSuF4sYPnijGYFcL8NTIc3cDNmTOHRx991KXMIdir2SQnJ9O6dWtCQ0NJTEysdhtuLXqZPn0669evd+cSQggh6olis40T6QYOny8mu0j2ePZmiqKw62whAP3b+KOWKWMN2uLFiykoKCh13JM777mVYTQYDKxatYrvvvuO+Pj4Usu2V65c6VbnhBBC1D2TxUZKjpm0PHNdd0VUUlK2mdQ8Cz5q6NtahqMbuvI+vHly5z23AsZDhw45x8mPHDnicpssgBFCCO9ntNjIKLAQ7KshSK92ee8uMtk4n2smo0CyifWNI7sYH+2Hv86twUThxUruvPfMM8/U6M57bgWMjgLeQggh6herTeFcrpnzOWbnYhUfjYowPw0hfhqyCq1kFVnquJeiOvKNVo6cNwCy2KWhq82d97zuY8eyZcvo168fQUFBNGvWjPHjx3PixIm67pYQQjQINkXhQr6ZhOQiUrJNLiubLVaFjAILpzKMEizWY3v/KMKqQMtQLS1DG2ax7srECgaDgVmzZtGkSRMCAwOZOHEi6enpFV5XURSeeeYZmjdvjp+fH8OGDbtqwet///vftGrVirCwMGfGz+Hs2bN07NiRvLy86j3Qq/jhhx/44YcfmDp1Kl9//bXz5x9++IFvv/2Wd955h9jYWI+05XbA+OOPP/KXv/yFAQMGcO7cOQA++OADfvrpp2pdb/v27cyaNYtdu3axZcsWzGYzw4cPp7Cw0N2uCiFEo2S02EjPM3M8zcCvZ4s4lWHEZJUh5obIalP49Q97KZ0BDTi7WJlY4ZFHHuHLL7/kk08+Yfv27Zw/f57bbrutwuu+9NJLvP7667z99tvs3r2bgIAARowYgcFgKPP8ixcvMn36dFasWMH//vc/PvzwQzZv3uy8/cEHH2T58uU1vitebey859aQ9MaNG7n77ru56667SEhIwGi0byyfm5vLCy+8wFdffVXla37zzTcuP69bt45mzZqxb98+hg4d6k53hRCiUbFYFc5mmbiQL4tVGovj6UZyDTb8dWq6tfCr6+7UmKvFCrm5uaxevZr169dz4403AvagqkuXLuzatYtrr7221DUVReHVV1/l6aef5tZbbwXg/fffJzIyks8//5xJkyaVus+ZM2cICQnhjjvuAOy1Do8dO8aYMWP46KOP0Gq1Vw1SPeHZZ5+t8PZnnnnG7TbcChiXLl3K22+/zZQpU/j444+dxwcNGsTSpUvd7hzYg0+A8PDwMm83Go3OQBUgPz8fsD/xMklbCNFYZRVaOJNpwmSpf++DSon/ocgCyqpwLHbp28oPH7UKd/4M1vbfUUdb+fn5LkO4er0evb7iOpJXxgr79u3DbDYzbNgw5zmdO3emdevW7Ny5s8yAMTExkbS0NJf7hISE0L9/f3bu3FlmwBgbG0tRUREJCQm0adOGPXv2cN9995Gdnc3ChQtrba3Hpk2bXH42m80kJibi4+ND+/bt6z5gPHHiRJlZv5CQEHJycty5NAA2m425c+cyaNAgunXrVuY5y5YtY8mSJaWO5+TkEBAQ4HYfhBCivrDaFIrMCukFNrKLbHXdHbeYTSYKC2QqUlVkFlo5fWnf6G4RlFmXrypycgxgrL2lDo64IS4uzuX4okWLWLx4cbn3KytWSEtLQ6fTldrZJDIykrS0tDKv4zgeGRlZ6fuEhYXx3nvvMWXKFIqLi5kyZQojRoxg2rRpzJ49m8TERMaNG4fZbGbx4sX86U9/KvdxuMOx+KWkvLw87rnnHiZMmOCRNtwKGKOiojh16hRt27Z1Of7TTz/Rrl07dy4NwKxZszhy5EiF8yEXLFjgMsn03LlzxMXFERoaSlhYmNt9EEIIb6UoCllFVrIKrRSarBSbFXtGSQ2BgXXdu+pTUFAKFAICA1AhGcbK2nbWnmXrFKknuqn789lCQ/WE+dfe/tOO+YdHjx4lOjraefxq2cXKxAo1acKECS5B2fbt2zl06BBvvPEGHTp04KOPPiIqKoprrrmGoUOH0qxZs1rpV3BwMEuWLGHs2LEe2cLZrVfCjBkzmDNnDmvWrEGlUnH+/Hl27tzJ/PnzWbhwoVsdmz17Nps3b2bHjh20bNmy3POuTFU70tgqlUpqQQoh6jWjxcbZTBPFZhvhAT6E+2sI1Guw2BQu5FtIzTVjtLhmEhvE256iwvm/hvB4akGxyca+5GIABrQN8Mjvrbb/jjraCgoKqvQCjvJihaioKEwmEzk5OS5ZxvT0dKKiosq8luN4eno6zZs3d7lPZWsZGo1GHnzwQT744ANOnTqFxWLhuuuuA6Bjx47s3r2bsWPHVupanpCbm+scrneXWwHjk08+ic1m46abbqKoqIihQ4ei1+uZP38+Dz30ULWuqSgKDz30EJs2bWLbtm0e29JGCCHqC5uikJprJjn7co3EIpOJlGzQ+aix2hSstvo3N1HUnF1nCzFZFaKCfegQ0TBL6ZR0tVihT58+aLVatm7dysSJEwH7NLqkpCQGDBhQ5jVjYmKIiopi69atzgAxLy+P3bt3M3PmzEr1a+nSpYwcOZLevXuTkJCAxXK5PJXZbMZqtVbj0V7d66+/7vKzoiikpqbywQcfMGrUKI+04VbAqFKp+Nvf/sZjjz3GqVOnKCgoIC4ujkA3xkJmzZrF+vXr+c9//kNQUJBz3kBISAh+fg13xZcQQgDkFFtJvGik2Fz2HESTpX7PTRSeZ7Yq/JJoL6UztH1goxhdu1qsEBISwrRp05g3bx7h4eEEBwfz0EMPMWDAAJcFL507d2bZsmVMmDABlUrF3LlzWbp0KbGxscTExLBw4UJatGjB+PHjr9qno0ePsmHDBud8ws6dO6NWq1m9ejVRUVEcP36cfv361cjv45VXXnH5Wa1WExERwdSpU1mwYIFH2vDI5ASdTldqkmp1vfXWWwBcf/31LsfXrl3LPffc45E2hBDC2xgtNv7IMnGxQApmi6rZn1xEoclGqJ+G7i08s2+wt6tMrPDKK6+gVquZOHEiRqORESNG8M9//tPl/BMnTrgM2T7++OMUFhZy//33k5OTw+DBg/nmm2+uuh+zoijcf//9rFy50rng1s/Pj3Xr1jFr1iyMRiP/+Mc/XOZmelJiYmKNXLcklVLFNfPz5s3jueeeIyAgoFRF8yutXLnSrc5VR0pKCq1atSI5ObnCuY9CCFGbbIpCkclGvtFGscmGRq1Cq1HhowaTVeFcjlmGmS9RFPsK38DAQJnDeBU2RWHl9xlkFVkZ0zWYge08Vx2kS5RvrS56kb/f3q3Kr4SEhATMZrPzeyGEEJeZLDYyCiwUGG1YFZzzDe0rmCUgFJ51JNVAVpEVf62Kvq1l2lZjcrWkXUmeSOBVOWAsWYSytgpSCiGEN7MpCtlFVi7kW8iWPZhFLVEUhR2n7LUWr40JQOdTezUTRd27Mmm3f/9+LBYLnTp1AuD3339Ho9HQp08fj7TnVq552bJlREZGct9997kcX7NmDRkZGTzxxBNudU4IIbxFvtFKSraZED8NIb5q/HVqCk02LuRbuFhowSJ7M4tadvqiifO5FrRqeykd0biUTNqtXLmSoKAg3nvvPWcN6uzsbO69916GDBnikfbc+jjyzjvv0Llz51LHu3btyttvv+3OpYUQotYZzLYyVyEbLTZOpBnILrJwNtPIwXPF7D5bxKFzxaTlmSVYFHXCkV3s09qfAL1kFxuzl19+mWXLlrlsWBIWFsbSpUt5+eWXPdKGWxnGtLQ0l+KWDhEREaSmprpzaSGEqDUGs42UHDMX8s3oNCo6R/kSqNcA9uHmE+lGTFcEhTaZjyjq0LkcM6cumlCrYEh7yS42dnl5eWRkZJQ6npGRQX5+vkfacOsjSatWrfj5559LHf/5559p0aKFO5cWQogaZzDbOJVhZH9yERfy7Yv5TFaFI+cNzvI2pzOMFBhrptiuENW147Q9u9i9Re2uZBbeacKECdx777189tlnpKSkkJKSwsaNG5k2bRq33XabR9pwe2vAuXPnYjabufHGGwHYunUrjz/+OI8++qhHOiiEaLwURcFoUTCYbRgu/demQESQD0GXMoDlsSkKOUVWMousZBVa8NepaRLgQ5MA+/1Sss2kXwoSy7rv7xcMpOdryC2WYFF4l6xCC0fOGwB7oW4h3n77bebPn8+dd97prGTj4+PDtGnT+Pvf/+6RNtwKGB977DEyMzN58MEHMZlMAPj6+vLEE094rLK4EKLxSc8zcy7XjKGc3U7S8swE+WqICtaiVoHJomCyXvqy2DBb7YFmybqG+QYr+QYrZzMr3w8JFoU32n6qAAXoGKGneYi2rrsjvIC/vz///Oc/+fvf/87p06cBaN++vbOIuCe4vTXgiy++yMKFCzl27Bh+fn7Exsai1+s91T8hRCNiUxTOZppIyys781eSIwAUojE5mmpgT1IxAEM7yNxF4SogIID4+PgaubZHJj4EBgbW2P6IQgjvlVts5VyumdZhWucikYpYbAoFBitWBVSASmX/r2M7j+RskwSBQpQjs9DCJwdyABgUE0C7ppKcEbWnygGjt28NKISoeVabQlK2idRceyYwp8hCdKiOlqH24TGzVcFsLTlMrJAnGUEhqs1sVVi/NxujRaF1mJaRcUF13SXRyLi1NeD+/ftRlbPRZ3nHhRDeochkQ6ux72dclowCCynZJlqF6WgaePmtIt9o5dQFI8VXzC88l2PifK5Ztr8TogZ8cTiX1DwLATo1k/uEoVHL31hRu6ocML722msEBwcDsG3bNk/3RwjhBpuiYFPAp5w/JoqikFNs5XyumdxiK346NV2jfF22FCs0WknMNJF3KRv4+wUDucVa2jTRcT7XTEq2qdz2JVgUwvP2JhWxL7kYFXBH71BC/K4+/UMIT6tywNirVy9SU1Np1qwZ7dq1Y8+ePTRp0qQm+iZEo2Wx2fcmttgUsP/fGYw1CfDBV1t2CdXTGUYyCuwlZIJ9NQT5agjSq9FqVGQUWEjNNbtkBotNNn5LM9A1yhe1SkVSdtkLTtLzzWQUWKRYtRC17HyumS8O5wIwrFMgHSJk3qKwu9q0wJI8MUWwygFjaGgoiYmJNGvWjLNnz2KzlV32QoiGxmJVUKDcIdzKUhQFg0WhyGSvKQiXFn5gX/uRW2wlo8DiUhKmpD+yTEQGaWkZpkVfIjOYmmcP6sA+3FxkslVqtXGxycaRVANWm33eYXkkWBSidhWbbazfm43FBp2a6bkuVmouissSEhIqdZ6npghWOWCcOHEi1113Hc2bN0elUtG3b180mrLT42fOnHG7g94mo8CCWmUPGnQaFTofFeoqPhkGs40LBRZahmqrfF9FUepsfqhNUUi8aKJ1uM7toKm+uVhg4UymEYtVIchXQ7i/hjB/H/x19oDNdqnAtNGiYDTbsIE9Lcjl7KDBrFBoslFstpUbDFZWer6ZCwUWIoN8iA7VYrQoJF40Vvt65dU7FELUjdxiKx/uySaryEqYn4bbe4VW+e+FaNh++OGHWm2vygHjqlWruO222zh16hQPP/wwM2bMICio8azWSs42lfrj6qtVE+KrIdRfQ4ivBp9ygimrTeFcrplzOfaFAYVGG50i9ZV6E1AUhbR8+yKEED8NzYO1BPmWDtStNoWMAgsqwF+nxk+nLnc+25XXrygQtSkKv6cbySqyYLDYiIvyrbXA1WJTyDdYyTPY0GlUhPhpnIFaWXIvzdHTalS0DNWWO3x7pWKzjcwCC+EBlwNBo8XGmYsmsosszvMc9f/+yDKh91GjACZL7QdciqKQlmcmPd/+IUYI0TCczTTx773ZFJps+GlV3Nk3rML3PCFqQ5UDxkOHDjF8+HBGjhzJvn37mDNnTqMKGMtiMNswmG3ObcYC9Rp8tSoUxZlkAgUKjFZMJYb8soss/J4OHa8SNOYWW0nMNFJksgclFwssXCywEKjX0DxE69zqLD3Pwrkck0sbADofNf46NUF6+9ZoJd94rDaFC5fmtqlVEBmkpWmgj0sGUVEUTl6wB4uO/iRlm2kTrqv078hiVcg1WCkw2igw2v/rr1PTJlxHcBmBb5HJRkaBhZxiK4Vl7OPrCBwdX1qNisxCe6BY8vwL+WaaBWmJDtXiV0bgaLYqXCywkFFgce4XnJxjpkWIFr2Pij+yTBVmA411ECheSVEUKhhJFkLUE4qi8OsfRXx5JA+bAlHBPvylXxjhsle0KIPXz2Esuehl+/btzi0BxWX2gKhy52ZVEDTmFltJyTGVuz1ZgdHKyQtW/rgU3F0ZKDqYLDZMFhs5RfYMqb9OTdMAHxTs894sJe6XmGnkbJaJMH8NkUE+hPhpOJ1hJLPQ4nLNczkmAi8FoBWx2BRSc82czzWXCrzyDVaOnC8mzN+H1mFa/HRqsouspOWZr7olm8lqz6Q65uxp1KpyA7sL+WYu5JsJ9fdBdalPVpuCxVZ2ZlBRFM7lyOtaCFF7LFaFL4/kOndx6d7Cl4k9QlwqGAhRktfPYZRFL55XMmhUAdlFVlJyzM6M19WUFyiWp8hkI6mCQF9RFLIKLWQVWioMxE5lGO3D3mVk7iw2xbkfsOUq/csuspBdZMFHo7rqueWpzJzAnCLLVc8RQojadiHfwmcHc0jKNqMChncJYmj7AKlnLCrk9XMYG/uil5qSVWThWJp9V4xik/cE4RUFYlabwuHzxWg1Kmy2yzUAq7ugo7rBohBC1Ee5xVa+/z2fvUnFKICvVsWk3qF0bOZb110TohRZ9OJFrjYM640sVkUCPSGEqIJis40dpwr45UwhjjWUXSL1jO4afNVpPkI41PZWzdV6ZY4cORJAFr0IIYQQlaQoCrvOFvHdiXyKzfYP2m3CtIyMC67SIkIhwHWr5ormM9bZHMaS1q5dy48//sg777zDmTNn+OSTT4iOjuaDDz4gJiaGwYMHe6STQgghRH1mtipsPJjDoXMGACICfRjZJYjOkXqZqyiqpeQcxtqYz+jW8quNGzcyYsQI/Pz82L9/P0ajfWlwbm4uL7zwgkc6KIQQQtRnucVWVv2cyaFzBtQquKVrMA9f15QutVjPVjQeiqI4t5L1JLcCxqVLl/L222/z7rvvotVqnccHDRrE/v373e6cEEIIUZ8lZ5v4548XOZdrxl+r4r5rwxnULgCNVNsXHrZ69Wq6deuGr68vvr6+dOvWjX/9618eu75bQ9InTpxg6NChpY6HhISQk5PjzqWFEEKIei0hpYhNB3Ox2CAyyIe7+4URLotaRA145plnWLlyJQ899BADBgwAYOfOnTzyyCMkJSXx7LPPut2GW6/cqKgoTp06Rdu2bV2O//TTT7Rr186dSwshhBD1UpHJxjfH8th7qQh350g9d/QORS9FuEUNeeutt3j33XeZPHmy89i4ceOIj4/noYceqvuAccaMGcyZM4c1a9agUqk4f/48O3fuZP78+SxcuNDtzgkhhBD1hU1R2J9czDdH8yi6tAr6ug4B3Nw5qMLtX4Vwl9lspm/fvqWO9+nTB4vFM5tWuBUwPvnkk9hsNm666SaKiooYOnQoer2e+fPn89BDD3mkg0IIIYS3S80185/DuSRl28ucRAb5MK57CDFNpFyOqHl33303b731Vql6i6tWreKuu+7ySBtuBYwqlYq//e1vPPbYY5w6dYqCggLi4uIIDAz0SOeEEEIIb2G1KZy+aCLPYMVgtlFsVig228g32jiaakABdBoVN3UKZGCMLGwRtWv16tX873//49prrwVg9+7dJCUlMWXKFJfC3tUt4u2R2bc6nY64uDhPXEoIIYTwOlmFFv4vIceZQSxLt+a+3NI1mBC/srfLFaKmHDlyhN69ewNw+vRpAJo2bUrTpk05cuSI8zx3yji5HTDm5OSwevVqjh07BkBcXBzTpk0jJCTE3UsLIYQQdUpRFBJSivnySB5Gi4LeR0XbcB1+WhW+WjW+WjV+WhUtQ3Uy/CzqjNcX7t67dy/t27fnlVdeISsri6ysLF555RXat28vdRiFEELUa8UmGx/vz+HTA7kYLQptwrQ8fF1TpvYP58+9wxjXPYThnYMY0j5QgkVRJ3bu3MnmzZtdjr3//vvExMTQrFkz7r//fuemKu5yK8P4yCOPMG7cON599118fOyXslgsTJ8+nblz57Jjxw6PdFIIIYSoDUUmG6l5ZlJzzfx8ppBcgw21Cm7sGMh1HQJlXqLwKs8++yzXX389Y8aMAeDw4cNMmzaNe+65hy5duvD3v/+dFi1asHjxYrfbcitg3Lt3r0uwCODj48Pjjz9e5vJuIYQQwlsoikJ6voXj6UaSsk2k5prJNdhczgn313BH71BahUkGUXifAwcO8Nxzzzl//vjjj+nfvz/vvvsuAK1atWLRokV1HzAGBweTlJRE586dXY4nJycTFBTkVseEEEIIT7PYFM5mmjiWbuB4mpHsYmupc8L9NUQF+9AqTMe1bf2l4LbwWtnZ2URGRjp/3r59O6NGjXL+3K9fP5KTkz3SllsB4x133MG0adNYsWIFAwcOBODnn3/msccec6k2LoQQQtSltDwze5OKOJBS7CyqDeCjhvZN9cQ209MiWEtUsA++WgkQRf0QGRlJYmIirVq1wmQysX//fpYsWeK8PT8/H61W65G23AoYV6xYgUqlYsqUKc5K4lqtlpkzZ7J8+XKPdFAIIYSoDoPZxsFzxexLLiYl53I5nACdmi5RejpH+tKhqQ6dZBBFPTV69GiefPJJXnzxRT7//HP8/f0ZMmSI8/ZDhw7Rvn17j7TlVsCo0+l47bXXWLZsmbPuT/v27fH39/dI54QQQojqOH3RyEf7cigy2eckqlXQJcqXvq38iG2ml636RIPw3HPPcdttt3HdddcRGBjIe++9h053eb7tmjVrGD58uEfaqtbHqu+//564uDjy8vIA8Pf3p3v37nTv3h2z2UzXrl358ccfq9WhHTt2MHbsWFq0aIFKpeLzzz+v1nWEEEI0LGarQmKmiR9+z2fHqQJnMFiSoij8dLqANTuzKDLZaBKgYVRcEE/e3Iy7+obRKdJXgsUGYPHixahUKpevK9dTGAwGZs2aRZMmTQgMDGTixImkp6dXeF1FUXjmmWdo3rw5fn5+DBs2jJMnT1Z4n3//+9+0atWKsLAwlx1VAM6ePUvHjh2d8ZKnNW3alB07dpCdnU12djYTJkxwuf2TTz5h0aJFHmmrWhnGV199lRkzZhAcHFzqtpCQEP7617+ycuVKl7RoZRUWFtKjRw/uu+8+brvttup0r0YYLTbS8y0oinL1k4UQQrjNpigkZ5k5mWEkMdNESo4JS4kY8fvfCxgY48/g9oH469SYLAqbDuVw8JwBgF4t/RgfH4JWIwFiQ9S1a1e+++47588lK7aAvfTff//7Xz755BNCQkKYPXs2t912Gz///HO513zppZd4/fXXee+994iJiWHhwoWMGDGCo0eP4uvrW+r8ixcvMn36dNatW0e7du245ZZbuPHGG51lbh588EGWL19eZrzkSeVtlhIeHu6xNqoVMB48eJAXX3yx3NuHDx/OihUrqtWhUaNGuazw8Rb7kop46stUmgRo6NhMT6dmemKa6OWNSAghriLfaOWLQ3kkZZsY2SWIni39yt2izGSx8fsFE4fPFXM6q7BUFjFQr6ZtuI7MQgupeRa2nSpk59kirm3rz+8XjKTmWVCrYHTXYAa09XdrKzTh3Xx8fIiKiirzttzcXFavXs369eu58cYbAVi7di1dunRh165dzv2WS1IUhVdffZWnn36aW2+9FbAXwY6MjOTzzz9n0qRJpe5z5swZQkJCuOOOOwC44YYbOHbsGGPGjOGjjz5Cq9V6VfLLHdUKGNPT0ytcdePj40NGRka1O1UVRqPRpYp5fn4+YH/iPZkNPJdrRquGzEIrOxOL2JlYhFYN7Zrq6dhMT4emepoEaK765lRosrErsRBUcL0UgRVCNHDH0g1sOphL4aXA75MDufyWZmB89xAC9Jf3XM4osPDT6QIOnCt2ySL6alV0jNDTrqmemHCd831WURSOpRvZ+ns+aXkWtp8qBOwLWib3CSWmiR4AGRSqPk//Ha1Me2D/O15yCFev16PX60udf/LkSVq0aIGvry8DBgxg2bJltG7dGoB9+/ZhNpsZNmyY8/zOnTvTunVrdu7cWWbAmJiYSFpamst9QkJC6N+/Pzt37iwzYIyNjaWoqIiEhATatGnDnj17uO+++8jOzmbhwoW1smVfbalWwBgdHc2RI0fo0KFDmbcfOnSI5s2bu9Wxylq2bJnLEnKHnJwcAgICPNbOTW1gYItwNh8t5liGhdOZFvJNCicuGDlxwR6whvqqiAnzoW24hmC9Gl8fFb4+4OujwmiFX5NN7D1nwnSp7NeZjGImdPXD16fioLHYrHA4zczBVDMKMKC1jm6RPmUGpznFNjIKbUQEqAnxVXn807WiKPKJXQhxVSaLwtbTRg6k2lcnRwSo6dDEh93JJo6mGTmbmcGojnr8tCp2J5s5mWlx3jfUV0W7MBWdm+lpGaK59MHaBhgoLLzcRutAuKeXL79ftLAzyYRWo2JsZ1+C9WYKCswI9+TkGMBYeyvIc3JyAIiLi3M5Xlbh6f79+7Nu3To6depEamoqS5YsYciQIRw5coSgoCDS0tLQ6XSEhoa63C8yMpK0tLQy23ccL1nX8Gr3CQsL47333mPKlCkUFxczZcoURowYwbRp05g9ezaJiYmMGzcOs9nM4sWL+dOf/lTJ34b3qVbAOHr0aBYuXMjIkSNLjekXFxezaNEi5/h9TVuwYIHLJNNz584RFxdHaGgoYWFhHm0rDOhrLKJbawWTxcaXh/MoMFkx2yApy0SOQSEh1UxCauk3KhXg+JwWFeRDZpGVs9lW1h80MOWacEL9NKXuk5JjYmdiEUdSXT9xbz5uICFVy+i4YNpe2r/UalP4+UwhW38vdJ4bqFfTMlRL6zCd87/VHUK/WGBh48Eccout3HdtE5oGurXAXghRxzIKLOxPLuLQeQNh/hrGdw+56r9rRVG4kG/hWLqRAqMVi81eCNtiU7BYlcs/WxVyiq3kG+1vRoPbBTCsUxBajYrebcx8eiCH9HwLG38zuFy/c6SeIe0CaR3uQ2FhIYGBgai4+ntWnyDoE1P934UoW2ionjD/2nuvL7z0aeDo0aNER0c7j5eVXSw5dS0+Pp7+/fvTpk0b/u///o9p06bVfGdLmDBhgstik+3bt3Po0CHeeOMNOnTowEcffURUVBTXXHMNQ4cOpVmzZrXaP0+p1ivh6aef5rPPPqNjx47Mnj2bTp06AXD8+HHefPNNrFYrf/vb3zza0fJcmap2pLEdq6Y8zX5dhUKTjf3nitGqYcktzTFabCRmmvj2WD7p+Rb0l7KGRos9TFSAQJ2acfHBdI3y5XyuhXW7s0jPt/D2TxeZ2j+cFiFabIrC7xeM/Hi6kMRMk7PdFsE+9Gvjj8GisO1kAedyzby7M5OuzX25prU/W07kO+uMhflryC22UmC0cTzdyPF0ewbUX6uibxt/+rfxJ8zfB6tN4VSGkUPnDaTlmWkdpqNTpJ52TfToSmQ9E1KK+M+hPExW+2NZvy+bmYObSO0yIeoBg9lGgdFGoclGkclGTrGVg+eKScq+/ME2p9jKP3ZkMLxLMANi/F1WESuKQlqehSOpBg6fL+ZiYemdUcoT4qvmT71Cad/08nt0dKiWWUOa8t2JfH48XYhGbV+cMrh9IBGXAlZFAZXjfzKgUWdq6u9oRe0BBAUFVXmRSGhoKB07duTUqVMAREVFYTKZyMnJcckypqenlzvv0XE8PT3dZZQ0PT2dnj17VqofRqORBx98kA8++IBTp05hsVi47rrrAOjYsSO7d+9m7NixVXps3qJaAWNkZCS//PILM2fOZMGCBc55ByqVihEjRvDmm2+WSuk2ND4aFYNiArBeeux6HzWdI33Zn1xMer6FEV2CuLZtAFabQmqemX/+mInBYqNbcz/A/qbZIULHwXMG8o02Vv2cyeD2ARw6d/kNWa2C+BZ+DIjxJ0ivtgedeg19Wvnx3YkC9vxRxG+pBn5LtX9K9/VRMaZbML1a+mGxwflcM8nZJpJzzJzNNJFvtLHjVCE/niokpomO1DwzxSV2PEjNs7D7jyLnzgedIvWkZJvZn1IM4Jxonp5vYdOhXP7cK7RSbyYXCyz8fsGIxaZgU8CqKPioVMRH+17102uRyUZqnpm0PAtFJhsxTXS0baLDR+Z+ikbgYoGFExeMdG3uW+YoREXS8sx8/3sBv6UaKGsWmgro2ExPfLT9fev0RRP//S2P31INXB8bQFqehT+yTCRlm53zDwE0aoiN0BMV5IOPRoWP+tKXRoWPGuf3Wo2K1mHaMrfV89GoGBkXzDVt7NvuBejlw6dwT0FBAadPn+buu+8GoE+fPmi1WrZu3crEiRMBOHHiBElJSQwYMKDMa8TExBAVFcXWrVudAWJeXh67d+9m5syZlerH0qVLGTlyJL179yYhIcG5qQmA2WzGaq38By5vU+1cc5s2bfjqq6/Izs7m1KlTKIpCbGys28PABQUFzk8IYJ+EeuDAAcLDw52TWb1BsK+GW7qV/gQ0uU8oRouCI57RqFWE+Gq4ITYQ2xWThx0hT9MADRcLrXz/e4HzNrUKHrupGSGX/khsOpjLnqQibuoYyE2dghgfH0LvVr588GsOhSYbnZrpGR8fQoifhqwiC2arQlSwD23C7UPWNkXheLqRnYmFnL5o4syl7GWATk33Fr60CddxNtPEiQtGcoqtLnMzVcCNnQK5ITaQP7LMrN6ZycFzBlqHFTEgpvx5ornFVr7/PZ99ycXYyviLtfX3fAa3C+C62EDnHxWbonAqw8S+5CL+yDKRZ3BdIfnDSdD7qIiN0NM50r7gKLDExHmbYh8KKzLZaB6s9ciiomKTjW+O5fFbmpEukXr6tfGnVahW5nIC2UUWtBqVy3Mg3JeWZ2bbyQIOn7cHe1uO53Nz5yCubevv8pq2KQp5BhtqFc7ALbvYwve/F3Dk/OVAUe+jIkCnxv/SV7smOnq29CPY1/689Yz2Y/cfRXxzNJ+zWSbW7Ta59MdHbQ8uuzX3o3Ok3mNb54UHyNQWUT3z589n7NixtGnThvPnz7No0SI0Go1zW+KQkBCmTZvGvHnzCA8PJzg4mIceeogBAwa4LHjp3Lkzy5YtY8KECahUKubOncvSpUuJjY11ltVp0aIF48ePv2qfjh49yoYNG0hISHBeW61Ws3r1aqKiojh+/Dj9+vWrkd9HbXD7X2tYWJhHfwF79+7lhhtucP7smJ84depU1q1b57F2aopKpcJX6xpIBPlquLlzUKlz/9w7jNt6KpitCluO53Pmoon4Fr6oVKBWqZzBIoCCgo/aPi/RwV+rodBkQ6uGqf0v11rafrKAPUnF3NQpkJs62ts1WRR+/aOIEF8ND1/XlFMZRpqHaAnxVWNVIMRXQ49oPxRFIT3fntU4nm5AUWBElyDnisOYJjpGdgniq6P5fPVbHtEhWlqGaTFZFIyXvkxWG0fOG/gl8fJ8yvZNdYT4alCr7Y/tQr6Fs1kmtp0qZF9yMTd2DKTAZGNfUjE5xa6fwML9NUQF+6D3UXMyw0iB0caRVANHUg2ogJZhWgJ0ajILLWQVWbFeatNPq6JLlC/dmvvSoakenwrmb2YXWUjMNGG1QY9oX3Q+ahRF4dB5A//9LY+CS3Ox9iXbtxmLCvahX2t/4qJ8KTbbyDfayDfY52xZbQph/hrC/X0I99cQqFejUqkwWxXyDFZyiq3kFlsxWhSCfTWE+KkJ9dMQoFNjU+w7VBxJNZBvsKHzUaH3UaHXqNH5qAj2VdOrpb/LlAGHIpONExcMtA3XVZi5VRSF87kWknNM9Gjhh5+u7D/+pzKMGMw2ujb3LRUcmywKW3/P56fTheh9VNzZN4wOEaXnGVXH+Vwzu84WYrPZP3D5aECrVqFR27NWLUO1HmurssxWhSOpxbQO09GkgiDHYlM4n2MmPd9CiJ+GZoE+hPipXX5/JUdkrpSSY+KH3ws4ln658kOYn4bsYiv//S2PhJQiRnYJJs9g5WSGkVMZJpfs35W6Nfflxo6BRAVXvJesSqXi2rYBdIzQ88WRPNLzzESHamkTrqNNmI4WIdoK//0IUdtSUlKYPHkymZmZREREMHjwYHbt2kVERITznFdeeQW1Ws3EiRMxGo2MGDGCf/7zny7XOXHiBLm5uc6fH3/8cQoLC7n//vvJyclh8ODBfPPNN2XWYCxJURTuv/9+Vq5c6Vxw6+fnx7p165g1axZGo5F//OMfLnMz6xuV0sAqUaekpNCqVSuSk5Np2bKlx6+/P7kIg7n8N+iapCgKCjjnFxUabRw6X4zFpjCkfaDzvP8cyuXQ+WJGdLEP+YB9aGvlDxnofVQsGnV5/sZnB3PYe0VwabTY2LA/hyC9mlvjQ5ztZRdZMFsh2FfFZwfznAFbRS+gNuFaRnYJdmY6Sz6WY+lGvj6aR+YVc6J8tSp6tfSje3M/mof4uAxp2RSF87nmS3MzDZzPtXAljRq0GhWGEsPtvj4qWoXpCNSrCdCpCdSr0WpUpOSYScw0uQSp4f4aRnQJYl9yMb9fyrJGBGq4PjaQ0xmmS7/zCh70FbQaFTqNqsI/7GDP4qhVKudc0fKE+2uY0CPEZV6YyaLwzs8XSc2z/z6iQ7R0a2EPlpsE+KAoCudyzRw+bw+0s4vsj7d1mJbpA5q4BANZRRY2H8lzzn0t+doAOHPRyKZDuS7Pm1oFt3YPoV+b8rcFtSkK2UVWzFaFpgE+ZQYge5OK+OJw7lV/v52a6bmla7BHFl85stq//lHIqQwTw7sEMbBE5lxRFNbvy+G3S6/3HtF+XB8bQLMgLQazjaRsM2ezTPyRZSI521Sq7zqNiiBftfNDldmqEOyrJq65L92b+9E6XMsfWfaM4smMy1n9rs19uT42kKhgH/YlFfP1sTyX17SDWmWf81fylrgoPTd1CqL5VQJFb6Uo9tGmwMBAmcNYh7pEXX3akCfV9N9v4R4JGKuoLgPGqipZAqfIZONomgGLTeHatpf/GP7ncC6HzhUzskuw8499RoGFVyoILm/uFMjAdgG8/VMm6fmXAza1CntGTKMiQK+mZ7QfvVr6udRau5LFprArsZBdZ4sI8dPQt7Uf3Zr7VXo1d26xPdNisSk0CfChaYDGmZk9m2niyKU5no7VmuVRq+xBVp7BSq7Bdb7W9bGBXNc+0BngFJtsHDhXzJ4/ikjLt+CnVRHkay+lFOSrQa2C7CIrWUX2TGLJf2BajYoQX3tGUe+jdmYcC4w253kBOjXdmvsSHWrP3JqsCkaLDaNF4Viawdm/vq39GNUlGF+tik8ScjhwzoBWDRaba/DQPNgHg1khu0RQrFXbs0omq0KfVn7c1iMEqw1+OlPID7/nY7bZfyeOqQSj4oLo19qfr4/msyepCIBgXzVju4XwW6qBA+fs81xjmuicC75UgEplX7yQZ7SSnmdxBsNqlT3wbRbkQ7NAH5oFaTl90ci+ZPt1OjbT066J7tIKXC6twFUoMtv47bwBq2J/bvq08ifE1x78OwJzrcY+h+5igYXkHDPJ2WZsisLAmAAGxAQ4X1uFRhv7kov49Y8isopcP7RM6hNKfAv7fONtJwv43/F8lw9HKqBpoIaLBdZSH5j8dWpaBPuQa7CRWWgpczpGSb4+KgyWy7+XHtF+XNfBHpCWlG+08vVv9qkRkUE+dIjQExuho1WYfU6v1aZgvdRYfV+QJgGjd5CAUZQkAWMV1aeAsSquDC6PpNqDy5KZls8P2YPLUXH24NKxr+u63VnoNfDMqCjnNTYeyGFfsj24vOFSdqrYZOODPdkE+aq5o3eoM3OZlmemyGSjaaCPc06VJ9kUheRsMxcLLBSYbBReWjFabLYRGeRDTBM9bcLtk/MNZhvfHMvn1z+KiGmiY3x8iHPlZlmsNqXCeZIWm+Icfg710+CnLXvVocVmH642WhQig3zK3evWYLbx7bF8dv9hD9qC9Go6RerZm1SMWgX3XRtORJAPRy8FymcyTc6ARatR0TlST7fmvnRqpuePLDPrdmehANe29edUhtG54CqmiY5x3YM5mmpgywn73Fp/ndq560b/Nv6M6BKEr9Y+dP/DyQK+O1FQqr9X8lHbh5kd1QOupAJu7hzE0A4B5f4OMgrsGVBHNq4qgn3VDG4XwPlcM4dTDc7pC3ofFb1b+WG2KuxNKkajtv8ujRaFD37NRgEmxIfQIkTLDyfzOZp2ue1wfw1tw3W0CbcvyGpaooC/1aaQWWil0GSzTy3wsQe053LMHEk1cDTNgNGioFFB71b+XNch4Krz+hpDLVQJGL2DBIyiJAkYq6ihBoxVUfIPVrHJxvEL9j+8fVtfHo7cfCSXI6kGbu4cRJ9W9uMX8s28uu0ivloVz4y8nLn89EAO+5OLGd45iOtj7UPrhUYbb/10kUC9mvsHNXEGD4mZRrKLrLQM1TozMBXNCasuo8WGTlO7JSWq4mymic8O5riUOLmlazCD2rkuQioy2fj9ghGtxr5Q6Mq5jz+dLuCro/nOnwP1akbHBdMj+vK8xW+P5Tl30WgSoOG2HiHOOa0lJWebuJBvQeHyEKljGoW/Vk1UsA9NAnxQqyDfaONCvsX+VWD/r1VRuLlTUKXmJyqKvWj+yQwjZqvi8mWyOoZ9NbQO09EqTEtOkZXvTuS7ZI/BnlXu39af+Bb2eas2RWH93myOphntc5EVMFgUrmnjz/j4y3u1Xsg3k1loJTpU69aHHItVISXHTHiApkY+LNVXEjB6h7goX0IlYBSXyBI1UWUlgyg/nX0RxpXGdAthTDfXzdCDfDVM6h2K5YoxukCd2j6U7Ht5GK3QZB/SLTbbXDJN+5KL2Z9czIjOQc6AsdBkY/mWCwTo1DxxczPn+YfOF3Mux0zHZnrnfD+bopCeZ8FfpybYV11uQFhWKRBv0raJjoeui+CHkwX8dLqA3q38GRhT+nnw16np2dKv3OsMahfAxUIre5OK6N/Wn2GdgvC7YgXs8M5BBPtqMFsVlyHdK7UKsw+PVkawrz1Aqu7iFZVKRedIXzpHVjwRvaT4aD92ny3k0HkDkUE+9G/rT8tQ1/6qVSru6B3G6p2ZzjqFbcK0jLmiIkKzIG2pIePq8NGonMX3hfA2eg+thhcNgwSMotb4adXER5cOXkbGBTMyzvUPcpi/D38d1KTUApDIIB9iI3Quw8SFJhs2xT6sWzK4/P2Ckf3Jxfjr1M6AsdBk440dF1EBz42JcpY2+vF0AcfTjfRt7ecMgK02hT1JRfhp7XMKHUPPFpt9CLGus49ajYrhnYO4qWP19yRXqVSMjw9hTLfgcmtbqlSqCssn1RdajYrB7QMZXGKBWHnn3d0vnPd+zcJkVbizb5jU/RSNkv4q29aKxkUCRuGVtBpVqZXVAEPaB7qsCAdoGuDDE8OaYbhieWqnZnr8tWpahV7OBJksCgGXysiUDC7T8+xldTo2u5zxKjLb+OJwHiqg+5jLQ+jfHstnZ2IhN8Taa2KCPYj87EAufjoVo7oEOxfIZBZaKDTZCPPTEFRDQ46eqDUpAZGrAL2amYObuFQlEKIx0fmo5bUvXEjAKOo9jdpeszIE14Csews/urdwzWg2CfDhbyMiuXLq7sB2AXRspicyuMQ/CQW6RvliVVwzl0WXMpolh2aLzfaV0yrscwkddiUW8XNiIdd1CGBEF/txi1Xh71sv4KtV8+CQJs7h7xPpBpJzzLQN17kM1WYWWvDTqstdMCNqhkpVmV2MhWiYfCW7KK4gAaNolK4MvFqEaGkR4jonLchXw139Su9cND4+hOGdg9CVCBi1ahWj4oIwWV2DS71WRZifxmUnlGKLvdB3gdHmEnSezDDyS2IRQzsEOANGi1Xh5e8zAFg4MhK/S0Xh9/xRxOHzxXRr4eestQn2OoZ6H/v8Pse1rTb7zkMSbAohKstTu/mIhkMCRiGqSKtx3YUH7G+uVw6VAwzrFMSwTq67/Php1cwe2hSjxXVBT9twHVYbtCmxcMRwabW22aq4zCdKzzdz6qKJFiWG281Whc8O2ncsWDgy0hkwbjtVwA+/FzAwJoDRJbKf/zmci06j4obYQOcfB3tNSKtzUYoQonGSDKO4kgSMQtQyH7WqVDYToFsLP7pdMYQeqNeweHTUpSzh5TfwPq38iQ7V0izw8nWsNoXOkXoMZtfgsvjSELqmRMLAbFXYfdZey/GG2MuB7r7kIraeKKBfa38m9Li8yv2N7Rn4aFT8pV8YQZeypUnZJpKzzTQP9qFdiV1nCo029FqVzIsUoh6TFdLiShIwClEPXLmwpXmIluZXBJ2+WjVTrgnnSiO6BDOkfaBLwKgoMKxTIAaz4lKb0Udt34kmqESJI7NVcW45WDIIPHnByNbfC7imjb9LwPjid+lYbPDYTRHOor+Hz9vLIXVspndZcX3ofDFatYp2TXXOuZxWm+LcT10IUTd8tfLvT7iSgFGIBq6sIXSdj4obOwaVOve6DoFc18F1aF2tgukDwktlLpsF+RDfwpdWYZcDV/sWfvbvS86BupBv4cQFY6l+fJqQ4wwuHQHjrrNFfPVbHr1a+fGnnqHOc/9vfw4KCiO6BBN66TqZhRbS8yyE+WtcAmjbFQuVhBBV4+vltWhF7ZOAUQhRIY1a5ZJBdChrFbqPRsXSMVEYzYrLHKi4KF9C/DQ0CbgcMFptCjFN9BSbbS7Fwo0W+77amisCviOpxVhs9kLiDsfTjfz3tzy6t/Blcp/LC5Re3HIBg9nGzCFNiQq2B5KnL9rrcrYO09K/xH7qJ9INqFQqWodpnUGuTVEu7YUtQadofDRqVbkF+kXjJQGjEMKj1CoVfrqrD6Fr1Cruvbb0EPrQ9oH0a+OPukRRG0VRGNc9hGKzjQDd5aAzQKemVZi21H7fBrMNsw2X4fa0PAsJKcVYbIpLwPjZwVzyjTZmD21KixB7wHggpZjPDuYSF+XLnX0vB6KfH8rFaLFxU8cgml5qM6vIQnK2mTA/Da1L1A41mO2r4D1RJ1OI2iQFu0VZJGAUQngVH42KII3r0LVKpXLZq9yhZ0u/Mrc+fOLmSAwWGyElVnq3DdcxsksQ4QGu144K1hJotOJfIstpMCtcsYMlAMfSDOQbbS4r4s9mmvj0QC6xEXqXAPitny6SUWBl+oBwZ4Y2MdPEtpMFtAzVcnOJTOnh88WYrQodIvTO1emOvbH1PhJ0itolw9GiLBIwCiEaHH+dGn+d6x+96FAt0aGlV6eXleXs18afrs19uXJEemSXIApNNuccSkdb7ZrqaBHi+nZqtNgjzpJzObOLLJzMMAKu0eh3JwrIKLAwbUC4M2A8lWHkg/9v787joyjz/IF/6ugrnT6Szk0IIARIJiHhCiIMV4IMKuOBrrKoyPjTxZ8ixzAeOzugjiMzzDoqeDC6KrA/R3EVBHXVZVHAEeRmuEGROyEh5O5O+qr6/dGkSac7TS5IJ3zevPKCfuqpqqeqi/S3n3N7OVKtGvzfn8f58676RwWq6hTk9432r91dUevFDyVOWAwi+iZcWl+72umFJAgMOqlFOOCFQmHASETUSKiBQgAwsHtwLWf/RD36J+qD0n+TnwCXJ3AUeo9YLSbnWhDdKJjtZdPCahAD5r70B5yNmgdPlrlxvsaDn/e+1KxeVOnG6r2V6G7VBASM/297OU6XuzF1SAx+luxLP1Phwqf7qpBolnFHjtWf9x9na+FwKeiboIPN6PtocHtVVNd5odcEB+DUdXFKHQqFASMR0RUgicF9OW1G2R+MNXTbAEtQWm6qAdkpengatY3f/DMzquu8SDRdOk6UVkT/RB3iGh1b8Y9Yv1SO6joFpyvcaNzivuW4HacuBpf1ZTxT4cJbm8sQZ5Qwd1yCP+9/7a7A2Qo3fpFp8gfL5Q4Pvj1mh8UgBYy0P13uQp1bRaJZ9gfEiupr8udcnZHJwD6MFAIDRiKiCCWJwU3JfROCR6z3iNWGnIPz0VFx/nkt66VaNbh3SAw0jYKCPvE6mPQSYqIu1XJ6vL7aVl2jPm0X7B6U1HgCgtmKWgXfn3AgzhgYMK4/WoOjJU5MzrFg8MV+qMVVHizZVAqLXsST4xMb5K3GmXI3hvWMQreLlbkOl4LtpxyI0ogY2mAZzDKHBx6vCrNe4jJ27Yw1jBQKA0Yioi6sccBp0kvITA5ubm+8hCUApCfo8OxNSVDUwPrI2wZYUONUkGS+9BFi0YsYkx7tX++8XkyUhCSzHDAZfH1zu9xo6pYz5W4cKXEiM0kPXIwNq+q8+OpQNYzawIDxfw5XY+/ZOtz8MzNGXOdrnq+o9WLp30sRrRXx2Oh4f949Z2pRWOlG/0SdfwCSR1FxsswFvSwixSJzCqUGOEqaQmHA2EI2o4zCSjdUNcQQSiKiLqjxJOj1c1s2FGuUA+bIrHdrdnBze1qsBr/7RWJQc/vPexvxs2T9xfXU6wD4pkYalGoIqhHViAIMGiEgQK1zK6iqU+BVAs93uKQOe8/WwawX/QFjTZ2Ct7eUQRKB39+c7M/73weq8I+ztRidHo0bLq5K5PQo+HR/FXSygJt/Zvbfj6IqN6pqvYg3yYiN6hofp1pZ5KT3FFLXeMKvoh6xWiSZZRRVunGuyhP0zZuIiMITBSGoJhIArovT4Tr4lq6sqfGlxUbJuHOgNSjv5FwrJjdKsxllPPrzOHgb/V7OTNTDopeQar00T6ZXVREfLQVNEF/t9KLaqUBpEMzWulXsOl0LSQQmZV0KgLeddGDrCQfG9Y3219A6PQr+8FUxDBoR8/IT/BNgHyiqw8kyF/rE6/zdClRVxfkaL6J1IgwaISJqORsPsiKqx4CxFXSyiJ42HbpZtSiqcqO4yg23l4EjEVFH0khCyKmTBnQzYEC3wPk6bUYZc8YmBOWdmOlbez1ad6kJXScJmNDfFBSImnUiUsxywDRLtS7f8pgOt4KGXT9/LHVi6wkHNJLgDxhdXhUvbzgPAFgwMdHfFLzrtANHS5zITNZjQIPVlEqqPTDrxSvaZ5P9QakpDBjbQCMJSIvRortVA4dLQXmtFxUOL6rqvGH302tExERJKGYNJRFRRDHrpYDpjQDAoBUxOj06KO/YviaMbbQmu0kv4jf58ajzqAE1hunxOmglAT1tDVcDUqHXCPB6VWgb9Oc8Xe7G3sI6/2pCAODyKP7gcv4vEv2B3bFSJ0qqPegZqw1aTak1WMNITWHA2A4EQYBRJ8Gok5BqBTxeFTUuBU63gjqPilq34l8mLNmsQUyUBEEQkGjS4EhJHWpdStjjR2lFmHQSTBe/WZ4qc4UNSkVBYCBKRNQBJFFATIj+jJlJet9gngYsBgnzf5F0cST7pUBtQDcD4qJldG9QW2p3KdDLAhQ1sBZw79k6bD/lwNj0aH/A6FVUfLK3EklmDYb1iAoaXBQOR0hTUxgwXgGyJPiaKEJM/NtQlFbEgBQDTpa5cK7KHbBNFAQkmGQkmTVBE+b+LFmPoioPTpa5ggbfGHUS+ifqIAoCqup8NZ6VdV7UucMHpURE1DEaj2TvZdOiV4OaSACIiZIxf2JSUPenblYN7C4dUhsEl+drPNh5uhY6uQ7De10aWf7jeScUVUUvm87ft7IxrvJCTWHA2MEkUcB1cTpYDBJ+PO+EJApINstINGma/FYoCAJSLBpYDRKOltTBcbGG0maU0Sde5//l03CSYKdHwQW7F2crXG3qbykIAkeIExF1kMaBXl6PKOT1CFyBSK8Rkd83Gh5FDRjx/PXRGpwoc2FSlhnDexkRCteRpqYwYIwQNqNvFQRZRLNHykVpRQzoZsDpcjckAUiN0TaZVyeLSLGISDTJOFflxtlKNzxeFbIk+Jq7dSK8KlDj9KLGqcDbaLqLKK2IFIsGMVEy9hfVXrYZnYiIOobVICG/0byaqqoiySyjzOFB/8RLk7+fq3Lj22N2jO9vgs0oN1nzSMSAMYK05j+qKAjoEdt0oNiYJAroZtUi0ayB26vC0ER/lVq3ghqnAodLgdUgBayr2y9Bj32FtUFBJRERRSZBEPDLbAsmZZkDKiW+PFSNoyVOeBUVvxpu68ASUqRjwHiNkkUh7DquBo3YZDAZpRXRJ16HI8V1zT5fktnXxO5w+YJQ9qkkIrr6GrdgFfSLhqKoGN/f5B9M4/QokC7zGUHXHgaM1Co2o4xkiwZFle7L5kuL1QYFn4qqoqTaN3AnXE2lJArQyr61bLUXA84aZ/hpi4iIqHlSrVp/zWL9lDrvbS/Hhh+qMS8/MWj+Srp2MWCkVusRq0WN09d0LYvwfyOVREArCUgya2DShx4pLgq+7bFREk6Wu3G++lLgGaUVkWDSwGaUoAvRAbt+AM8FuwfVl5nzkoiImkenEeH2qvjqUBWKqz34/oSdASP5MWCkVhMFAVnJ+jYtZ6WVRaTH65AQLaPc4UF8tAyjLvx0RPUDeFIsGjg9CsrsXpQ5PLC7FHi44g4RUasYZAEaScB/TE3DT6Uu5DBYpAYYMFKbtNfap5ZGA2uaSyeLSLaI/glr3V7V10/SraDWpaD24t+udggk400aeBUVZXZPm49FRBRp6iftNukkBosUhAEjdSkaSQgZfHq8KhxuBdV1XlTXKah2egPmo5REAXqNr59kRa03YK5Jg1ZE7zidf7kwu9OL0xVuBo5E1KXoQiwLWO304s2/l+Kfh8Yi2dz2pQep82LASNcEWRJglgLXiK1zK3ArKvSyGDClUY3Tix9KnHB6VKTGaJBi0QRMfutbTUeCw6XgzMWJ0OtHncuSAEkAalwKKmu9nHqIiDoFrSwG/J6r9+L6Emz4oQaFlW68eEdqB5SMIgUDRrpm6TUi9CHSo3USBnQzwKOoIQfd1IvSiuibEOoIPqqqosbpCxwr67xQVF9NpiT4/hYFoM6jorqOgSURdSxDE0sC/p8bbDhT4cb06zlH47WOASNRCJIoBK3v2lKCIMCkl2DSSwj3vVxVVdS6VdQ4fc3lsiTArBcRrZPgUVS4PCpcXhVOjwKnW0VJjYfLMxJRu2rqy3GqVYu3pnRvt/7q1HkxYCTqYIIgIEorXJxOKHCbRhJgaNRtKMks43CxE05P8OTnRp0EnSywfyURtYg+RP/Feg2DxcpaL6J1Ypu/UFPnw1XGiToZ48URjDFRgd/3NJKA/ok69E/UY3BaFLpZtZCbWG5SrxERHy03uZ2Iri26Jlb2amjzTzV44D9P4uM9FVe+QBRxWMNI1AnJF4PDsxUiTpW7AAD9EvX+ZiWdLKJHrBapVg0u2D0os3th0Iow6USY9JJ/kM8Fu6fJJR6jdRK6WTX4ocQJpYkmcEkUYDVIuMAaTaJOTd9EH8aGyhxelNd6sf5INSbnWlnLeI2J2BrG1157DT179oRer8ewYcOwbdu2ji4SUUQRBAGpMVpkJunRJ14XMAK8niQKSDBp0D9Jjx6xWsQa5YAR4TajjLhoOWifXnE6ZKfoYTPKuC5OG/L8CSYNBnWPQr9EvX8eTCLqnPRhBvjVu/lnZvwmPwFL7krt8GBx06ZNmDRpElJSUiAIAj755JOgPKqqYv78+UhOTobBYEBBQQF++OGHgDxlZWWYOnUqzGYzrFYrHnzwQdTU1IQ9d11dHR599FHYbDZER0dj8uTJKC4uDrvPv//7vyMhIQEJCQl48cUXA7Zt3boVgwcPhscT2V+8IzJgXLlyJebOnYsFCxZg165dyMnJwYQJE1BSUtLRRSOKONYoGQmm1gds19l00F4MIm1GGbmpBiSbNf5+SwkmDeIbBJVRWhFZKQb0idf5g8+esVrEt6EMRNRxJFEI+CLZFEEQcHOWBdpmBJdXmt1uR05ODl577bUm8yxatAiLFy/G0qVLsXXrVhiNRkyYMAF1dZdaVaZOnYoDBw5g3bp1+Oyzz7Bp0yY8/PDDYc89Z84cfPrpp/iv//ovbNy4EYWFhbjjjjuazL93717Mnz8fH3zwAd5//33827/9G/bt2wcA8Hg8mDFjBpYuXQpZjuxGX0GNwOGWw4YNw9ChQ/Hqq68CABRFQffu3TFz5kw89dRTYfc9c+YMunfvjtOnTyM1lXNGETVH/WTljftF1vMoKg4W1SEuWkayWQ45YlJVVZwqd8PuUuDyKHB61FZPF6STRUTrRNhdCurcwYN7qGtTVaCmpgbR0dHg4NwrL0orIjc1qqOL0erPb0EQsHr1atx2223+NFVVkZKSgl//+teYN28eAKCyshKJiYlYtmwZ7rnnHhw6dAiZmZnYvn07hgwZAgD48ssvcdNNN+HMmTNISUkJOldlZSXi4+Pxt7/9DXfeeScA4PDhw8jIyMCWLVtw/fXXB+3z4Ycf4i9/+Qu+//57AL4YZ968ebjrrruwcOFCnDt3Dq+88kqzr7ejRFw463K5sHPnTjz99NP+NFEUUVBQgC1btgTldzqdcDqd/tfV1dUAfA9LBMbCRBHJovfVGDT1f0YSgOyUS3NONpUvLSawltGr+KYE8nhVyJIAreSbf7Laqfj6Vjq8cLoDj2UzSugdp/MPyPF4VdhdCuwuBTVOL6rqFLg8/L/dlakN/kBlxHil6WUhIj4v68tQXV2Nqqoqf7pOp4NOp2vRsY4fP45z586hoKDAn2axWDBs2DBs2bIF99xzD7Zs2QKr1eoPFgGgoKAAoihi69atuP3224OOu3PnTrjd7oDj9u/fH2lpaU0GjNnZ2Th69ChOnToFVVVx9OhRZGVl4dixY3j33Xexc+fOFl1bR4m4gLG0tBRerxeJiYkB6YmJiTh8+HBQ/oULF+LZZ58NSq+oqIDRaLxi5SSilvEAaDi8xioC1mjA4VJQUaeivFZBvFFEglZCdVVt0P4GAAYNECupOFXhRamdNY9dmdvlgr3G3tHFuCZECyLKy4P/z11tFRUVAIDMzMyA9AULFuCZZ55p0bHOnTsHACFjifpt586dQ0JCQsB2WZYRGxvrzxPquFqtFlartcnjNpaRkYEXXngB48ePB+CLWzIyMlBQUIBFixbhq6++wjPPPAONRoNXXnkFo0aNatG1Xi0RFzC21NNPP425c+f6X589exaZmZmwWq2IiYnpwJIRUXPEAOjWwn3ibEBJtRs/XXBBYdzY5ahQodaoMEYbIYA1jFdagk2LmAhYJ9pu931BOHjwILp1u/RboaW1i5FoxowZmDFjhv/18uXLYTKZMHz4cPTr1w/bt2/HmTNncM899+D48eMRec0RFzDGxcVBkqSgEUfFxcVISkoKyt+4qrq+GlsQBM5MT9SFJZq1MBtkVNZ64bjYZO1wKVxmsStQBfj/8Nf4FWfQiBHxeVlfBpPJBLPZ3KZj1ccLxcXFSE5O9qcXFxcjNzfXn6fxYFqPx4OysrKQ8Ub9Pi6XCxUVFQG1jE3FKKGUlpbi2WefxaZNm7B161b07dsX6enpSE9Ph9vtxtGjR5Gdnd2Cq706On6oUyNarRaDBw/G+vXr/WmKomD9+vUYPnx4B5aMiCKNQSMiyazBdXE6ZKcYMKynEYPTotA/UY9eNh36JuiRlWJAbmoUYpsY0FNPKwlIMmvCrh9O1BU1Z9LuzqZXr15ISkoKiCWqqqqwdetWfywxfPhwVFRUBPQh/Prrr6EoCoYNGxbyuIMHD4ZGowk47pEjR3Dq1Klmxyhz5szBnDlzkJqaCq/XC7fb7d/m8Xjg9XpbdK1XS8TVMALA3LlzMW3aNAwZMgR5eXl4+eWXYbfbMX369I4uGhFFOJ0shgz6+ifpUVTpxokyl79zvV4jwmaUERslIVrnq2WprPXiQFFwf67YKBkJJhnHSp1we1mLSV2HLsyygJGqpqYGP/74o//18ePHsWfPHsTGxiItLQ2CIGD27Nl4/vnnkZ6ejl69euF3v/sdUlJS/KOpMzIy8Itf/AIPPfQQli5dCrfbjcceewz33HOPf4T02bNnkZ+fjxUrViAvLw8WiwUPPvgg5s6di9jYWJjNZsycORPDhw8POeClsXXr1uHo0aNYvnw5AGDo0KE4fPgwvvjiC5w+fRqSJKFfv37tf8PaQUQGjHfffTfOnz+P+fPn49y5c8jNzcWXX34Z1HmViKglki0amPUiyh1exBplRGmDA0uLQUKKRYPCykvf+vUaEX3ifSO3o3Uifix1ocLR9CS7siTAw6CSOoGYKBliBDRHt9SOHTswduxY/+v6sQzTpk3DsmXLAABPPPEE7HY7Hn74YVRUVGDkyJH48ssvoddfmvHhvffew2OPPYb8/HyIoojJkydj8eLF/u1utxtHjhyBw+Hwp7300kv+vE6nExMmTMDrr79+2TLX1tbisccew8qVKyGKvt89qampWLJkCaZPnw6dTofly5fDYDC06d5cKRE5D2NbcB5GImorRVXxj7O1qHUpEAUBA7oZgoLL4io33F4VGkmAVvZNfFz/IwoC3F4VpTUelNR4YHdGZhNTpOI8jFdP3wR90GpPHYWf35EtMp4SIqIIIgoC+sbrsLewDn3idSFrIhMvM6pUIwlItmiQbNHA4VJQ6/ZNZu7y+AboVNaGDyIlUUCcUUa8SUa5w4uzFa42XRNRY5IoICYqeElRolAYMBIRhWDUSchO0SNa1/YP1CitGBR0Vjg8OF7mQq3r0rxAgiAgxiAh3iQjJkryNxWa9RIkEThVxqCR2k+sUe7wNaGp82DASETUhPYIFptijZKRa5BwrsqDC3YPbNEy4oxyk2v6plq1kEUBP5U6Q24PRxQEKE30PtJfHCHLJRivPfER0hRNnQOfFiKiDiIIl5qtmyPJrIEkCrhQ44FW9i21qJUFuDwqKut8yybWd0s3aEXER8uIj5ahk0U4PQrq3Crq3Aq8KmDUijBqRd8AnYtrhdewr+U1QyuL/iVBiZqDASMRUSdSHwQ2lgrf2t3Vdd6Lo7kDa0d90w35RoE3JosCMpP02F9UC4eLNY3XgvhoOSIm66bOg18viIi6CEkUYI2SW9WULku+oNHQBSdxpmBsjqaW4m8GIiIC4GumzEzWN7najSgI0GtEWAwSrFEtHzARqnaTrj6jTgo58p8oHH7FICIiP50sIqebAe5Ga3LLohA0IEdVVdQ4fVMENe5D2ZBZL6FHrBYmvYTCSjdOXGj5wB1qP6xdpNbgU0NERAFkSYDcxGjthgRBgEkvwaSXkArfhOdVdRcDyIvzTKbFaGBtsI53ikWDWpeC4mp3E0elKy3OyJpeajkGjERE1C5EQYDVIMF6mabnXnFa1HkuP3k5tT9rlAxtE10OiMLhU0NERFeVKAjol8ABNh2BzdHUWnxyiIjoqpMlARlJehwoqoNWFvzzQkbpRGhEoLzcCYvVAEEQoKqA26vC6VHg8qhwelTYXQrnjWwhSRQQy6UAqZUYMBIRUYfQa0QMTosKSldVFTpZgEEjNporUArIc6TEiTK75yqUtGvgUoDUFmwPICKiTkcQBPRN0HGqnhZgczS1BZ8eIiLqlERBQL9EfZPLGmokAYlmDUQAXtVXK6movhVxHG4VDlfoaYC6Ih2XAqQ2YsBIRESdliz6+kLuL6pF7cVlDWVJQDeLxr/2dlMUVUWtS7nYH1LBBbsHbm/XCyCTzBqkxWi5FCC1CQNGIiLq1DQXlzU8dK4OcUYZSRYN5Gb01RMFAUadBKNOQoIJ6GnTotzhxflqD8ocgX0jJVFAtE6EWS+h1q2gtCby+06a9BKus2lhbMVSkUSNMWAkIqJOTyeLyE0NHkDTEqIgwGaUYTPKcHkUlNq9EAXApBMRpQ0cgBMb5cGxUie8SuTVSGokAT1itUgwaTq6KNSFMGAkIiJqRCuLSLE03ecvLlqGSS/iWKkLFY7IqW2Mj5bRy6Zr1ko9RC3BHrBEREStoJNFZCbpcV2cDmIE9A/sZtUiPUHPYJGuCNYwEhERtUGSWYM4owyXV4VHUeH2qvB4fX8Lgq+JuOEPAJyv9qCoyt1ug2x62nRIsbAJmq4cBoxERERtJEtCi2r2UmO0SLFqcL7ag8JKN2rdSqvPnZ6g5xyLdMXxCSMiIuoAouCbJzLBJKPc4UVxtQcVtd5mzw0pCgL6J+pgjeJHOV15fMqIiIg6kCAIiDXKiDXK8CoqKmq9KHN4Ue7wwBOiyVoSBWglAX0SdDBxyhy6ShgwEhERRQhJvDS1j6pqUe1U4PGq0Mi+IFEWBa4HTR2CASMREVEEEgQBZj1rECkycFodIiIiIgqLASMRERERhcWAkYiIiIjCYsBIRERERGExYCQiIiKisBgwEhEREVFYDBiJiIiIKCwGjEREREQUFgNGIiIiIgqLASMRERERhcWAkYiIiIjCYsBIRERERGExYCQiIiKisBgwEhEREVFYDBiJiIiIKCwGjEREREQUltzRBWhviqIAAIqKijq4JERE1BqqqqKiogJ2ux2CIHR0cegqqf/crv8cp8jS5QLG4uJiAEBeXl4Hl4SIiIhaqri4GGlpaR1dDGpEUFVV7ehCtCePx4Pdu3cjMTERosgW91DGjBmDDRs2dHQxItq1dI+6yrV2puuI5LJGQtmqq6uRmZmJgwcPwmQydWhZ6OpRFAXFxcUYOHAgZLnL1Wd1el3uHZFlGUOHDu3oYkQ0rVaL1NTUji5GRLuW7lFXudbOdB2RXNZIKFtVVRUAoFu3bjCbzR1aFrq6WLMYuVgFdw169NFHO7oIEe9aukdd5Vo703VEclkjuWxE1HG6XJM0ERF1blVVVbBYLKisrGQNI1GEYA0jERFFFJ1OhwULFkCn03V0UYjoItYwEhEREVFYrGEkIiIiorAYMBIRERFRWAwYqd0cOXIEubm5/h+DwYBPPvmko4tFHYTPAxFR18E+jHRF1NTUoGfPnjh58iSMRmNHF4c6GJ8HIqLOjTWMdEWsXbsW+fn5DA4IAJ8HIqLOjgFjhPnjH/8IQRAwe/bsdj3upk2bMGnSJKSkpEAQhCabBl977TX07NkTer0ew4YNw7Zt21p1vg8//BB33313G0p8bTt79izuvfde2Gw2GAwGZGdnY8eOHe12fD4P1FUcP34cY8eORWZmJrKzs2G32zu6SERdEgPGCLJ9+3b89a9/xYABA8Lm++677+B2u4PSDx48iOLi4pD72O125OTk4LXXXmvyuCtXrsTcuXOxYMEC7Nq1Czk5OZgwYQJKSkr8eXJzc5GVlRX0U1hY6M9TVVWFzZs346abbrrcJVMI5eXlGDFiBDQaDb744gscPHgQL774ImJiYkLm5/NA17IHHngAzz33HA4ePIiNGzdy7kaiK0WliFBdXa2mp6er69atU0ePHq3OmjUrZD6v16vm5OSod955p+rxePzphw8fVhMTE9U//elPlz0XAHX16tVB6Xl5eeqjjz4acK6UlBR14cKFLbqWFStWqFOnTm3RPnTJk08+qY4cObJZefk80LVs//79an5+fkcXg+iawBrGCPHoo4/i5ptvRkFBQdh8oijiv//7v7F7927cf//9UBQFx44dw7hx43DbbbfhiSeeaNX5XS4Xdu7cGXB+URRRUFCALVu2tOhYbH5sm7Vr12LIkCG46667kJCQgIEDB+Ktt94KmZfPA0Wy5nR9aEu3hx9++AHR0dGYNGkSBg0ahBdeeKEdS09EDTFgjAAffPABdu3ahYULFzYrf0pKCr7++mv8/e9/xz//8z9j3LhxKCgowBtvvNHqMpSWlsLr9SIxMTEgPTExEefOnWv2cSorK7Ft2zZMmDCh1WW51v3000944403kJ6ejq+++gqPPPIIHn/8cSxfvjxkfj4PFKku1/Whrd0ePB4Pvv32W7z++uvYsmUL1q1bh3Xr1l2tyyO6psgdXYBr3enTpzFr1iysW7cOer2+2fulpaXhP//zPzF69Ghcd911ePvttyEIwhUsafNYLJYm+81R8yiKgiFDhvhrSwYOHIj9+/dj6dKlmDZtWsh9+DxQJJo4cSImTpzY5Pa//OUveOihhzB9+nQAwNKlS/H555/jnXfewVNPPQUA2LNnT5P7d+vWDUOGDEH37t0BADfddBP27NmD8ePHt99FEBEA1jB2uJ07d6KkpASDBg2CLMuQZRkbN27E4sWLIcsyvF5vyP2Ki4vx8MMPY9KkSXA4HJgzZ06byhEXFwdJkoI+3IuLi5GUlNSmY1PLJCcnIzMzMyAtIyMDp06danIfPg/U2bRHt4ehQ4eipKQE5eXlUBQFmzZtQkZGxpUqMtE1jQFjB8vPz8e+ffuwZ88e/8+QIUMwdepU7NmzB5IkBe1TWlqK/Px8ZGRkYNWqVVi/fj1WrlyJefPmtbocWq0WgwcPxvr16/1piqJg/fr1GD58eKuPSy03YsQIHDlyJCDt6NGj6NGjR8j8fB6oM2qPbg+yLOOFF17AqFGjMGDAAKSnp+OWW265EsUluuaxSbqDmUwmZGVlBaQZjUbYbLagdMD3oT1x4kT06NEDK1euhCzLyMzMxLp16zBu3Dh069YtZO1STU0NfvzxR//r48ePY8+ePYiNjUVaWhoAYO7cuZg2bRqGDBmCvLw8vPzyy7Db7f7mIro65syZgxtuuAEvvPAC/umf/gnbtm3Dm2++iTfffDMoL58HutZdrtmbiNpJRw/TpmDhptVRVVX9n//5H7W2tjYofdeuXerp06dD7vPNN9+oAIJ+pk2bFpBvyZIlalpamqrVatW8vDz1+++/b8ulUCt9+umnalZWlqrT6dT+/furb775ZpN5+TxQZ4BG0zc5nU5VkqSgKZ3uv/9+9Ze//OXVLRwRXRbXkiYioitOEASsXr0at912mz9t2LBhyMvLw5IlSwD4aszT0tLw2GOP+Qe9EFFkYJM0ERFdEZfr+sBuD0SdB2sYiYjoitiwYQPGjh0blD5t2jQsW7YMAPDqq6/iz3/+M86dO4fc3FwsXrwYw4YNu8olJaLLYcBIRERERGFxWh0iIiIiCosBIxERERGFxYCRiIiIiMJiwEhEREREYTFgJCIiIqKwGDASERERUVgMGImIiIgoLAaMRERERBQWA0YiIiIiCosBIxERERGFxYCR6CoYM2YMZs+e3dHFuGra63qvtftGRBSp5I4uAFFnJwhC2O0LFizAqlWroNForlKJOqcxY8YgNzcXL7/8sj8tEu/bli1bcMMNN+Cmm27C559/HrR9zpw5OHnyJFatWtUBpQtv+vTp6NatG55//vmOLgoRdTIMGInaqKioyP/vlStXYv78+Thy5Ig/LTo6GtHR0R1RtCAulwtarbaji9FssbGxHV2EIG+//TamTJmCVatWobCwECkpKQHbt23bhptvvrmDStc0r9eLzz77LGSQS0R0OWySJmqjpKQk/4/FYoEgCAFp0dHRQU2rY8aMwcyZMzF79mzExMQgMTERb731Fux2O6ZPnw6TyYQ+ffrgiy++8O+jKAoWLlyIXr16wWAwICcnBx999FHYso0ZMwaPPfYYZs+ejbi4OEyYMKHZx/roo4+QnZ0Ng8EAm82GgoIC2O12AIDT6cTjjz+OhIQE6PV6jBw5Etu3b2+yHD179gyoOQSA3NxcPPPMMwCABx54ABs3bsQrr7wCQRAgCAJOnDgRdN+ac94xY8bg8ccfxxNPPIHY2FgkJSX5z9NWNTU1WLlyJWbPno2xY8di2bJl/m0ulwsajQabN2/Gb3/7WwiCgOuvv75dztseNm/eDI1Gg6FDh4bcHu79JiJiwEjUQZYvX464uDhs27YNM2fOxCOPPIK77roLN9xwA3bt2oUbb7wR9913HxwOBwBg4cKFWLFiBZYuXYoDBw5gzpw5uPfee7Fx48bLnker1eK7777D0qVLm3WsoqIiTJkyBb/61a9w6NAhbNiwAXfccQdUVQUAPPHEE/j444+xfPly7Nq1C3369MGECRNQVlbWqnvxyiuvYPjw4XjooYdQVFSEoqIidO/ePShfc8+7fPlyGI1GbN26FYsWLcJzzz2HdevWtapsDX344YdISkpCXl4epk6dinfeecd/T2RZxnfffQcA2LNnD4qKivDll1+2+ZztZe3atZg0aVLILhSXe7+JiKC2Ql1dnfqHP/xB/eSTTwLSvV6vunHjxtYcMiK99NJL6pIlS9Q33nhDfeONN9R9+/b5t5WWlqr/8R//oS5evFh988031eLi4pDHaOpeqWrXu1+kqu+++65qsViC0kePHq3OmjUr4PXIkSP9rz0ej2o0GtX77rvPn1ZUVKQCULds2aLW1dWpUVFR6ubNmwOO++CDD6pTpkxpsjyjR49WBw4cGJDWnGPt3LlTBaCeOHEi6Jg1NTWqRqNR33vvPX+ay+VSU1JS1EWLFoW83h49eqgvvfRSwHFycnLUBQsWBJS14T6N05pz3vp9Gt5bVVXVoUOHqk8++WTQtbTUDTfc4C9zdXW1GhUVpX7zzTf+7atXr1ZtNlubz9Nc5eXl6l//+tdm5U1PT1c/++yzkNvCvd9ERKqqqq2qYTxw4AASExNx6NAhuFwuf3pJSQkOHjzYPpFshLjzzjsxY8YMzJgxA1lZWf70zz77DIMHD8bMmTMxYsQIrFmzJuT+Td0roGveL2q+AQMG+P8tSRJsNhuys7P9aYmJiQB8z8mPP/4Ih8OB8ePH+/tERkdHY8WKFTh27FjY8wwePDjgdXOOlZOTg/z8fGRnZ+Ouu+7CW2+9hfLycgDAsWPH4Ha7MWLECP8xNRoN8vLycOjQobbdlDBact6G9xYAkpOTUVJS0qbzHzlyBJs3b8bUqVMB+Pqm3nrrrXj77bf9eXbv3o2cnJw2naclKioq8Oabb14236FDh1BYWIj8/PyQ28O930REQCubpHfv3o0RI0YgNTUV+/fvBwCcP38ef/vb31BdXY2lS5fim2++aXWhTpw4gU2bNjU7f0VFBU6ePNnq87WU3W5HYWGh/0MpIyMDlZWVIZvjQt0roH3vV2NX+35Q6zQe/SsIQkBafdOhoiioqakBAHz++efYs2eP/+fgwYOX7cdoNBoDXjfnWJIkYd26dfjiiy+QmZmJJUuWoF+/fjh+/HirrlUUxaDmTbfb3apjNUeoe6soSpuO+fbbb2Po0KFIT0/3p02dOhUff/wxKisrAfiaokMFjO+88w4GDBiAnJwczJs3DwDwpz/9CVlZWcjOzsZ7770HwPe7b8iQIf795s2bh2XLluHEiRPIycnBtGnTkJGRgbvvvhuqquK3v/0tDh48iNzcXDz33HNNln3t2rUYP3489Hp9yO3t/X4TUdfT4lHS58+fR1lZGdLT0+HxeLB161YMGjQI8fHx6N+/P+Li4pCXl3clytqkiooKnDp1Cj169Lhs3o8++gilpaUht02ZMgUWiyUgbfXq1QCAlJQUFBQUwGg0orKyEiaTCaLoi7cFQYDFYkFlZWXAqM6m7hWAK3q/WnI/qHPIzMyETqfDqVOnMHr06KtyLEEQMGLECIwYMQLz589Hjx49sHr1avzLv/yLv09k/TPmdruxffv2JudMjI+PDxhNXlVVFRSMaLVaeL3eJsvTu3fvFp+3vXg8HqxYsQJPPfVUQPqNN96IqKgovP/++5gxYwb27duHyZMnB+TZt28fXnrpJXz77bewWq0oKyvD9u3b8eGHH2LHjh1wOBwYOnQoxo4dG7YMhw4dwvvvv4+MjAyMHTsWf//73/GHP/wBR44cwY4dO8Luu2bNGjz88MNh8zT1fs+dOzfsfkR0bWhxwLhr1y5kZ2dDkiT0798fn3/+Oc6fP4/4+PiAWjeXy4U1a9bA4XDAZrPhlltuwdq1azFq1ChYrVb87//+LzIzMxEdHY1Vq1bB4/EgPT094ANsz549EEURAwYMwIYNG3DdddfBarUG5d+9ezdOnTqFwsJC3HHHHUHnbejOO+9s9rVOnz4dFosFXq8XX3/9NT755BN/c1Rb7xWAoPu1evVq1NbWolu3bhg/fjxqa2uxatUqOJ1O9OnTB2azOeh+KIqCzZs3QxAE1NXV4d577w24H/fcc0+zy0uRy2QyYd68eZgzZw4URcHIkSNRWVmJ7777DmazGdOmTWvXY23duhXr16/HjTfeiISEBGzduhXnz59HRkYGjEYjHnnkEfzmN79BbGws0tLSsGjRIjgcDjz44IMhzzlu3DgsW7YMkyZNgtVqxfz58yFJUkCenj17YuvWrThx4gSio6ODptRpzXnby2effYbi4mJkZWUFtBQAwKhRo/D2229jxowZUBQFR44cQWFhIYxGIywWC7755hvcfffdsFqtAHxTBa1YsQKTJ0+GXq+HXq9Hfn4+tm/fHrY5u1+/fsjMzAQADBw4ECdOnAg5MKixkpIS7NixA2vXrm0yT7j3m4gIaGHA6PV6sXfvXtx3332+nWUZWVlZ2L17N/Lz83H+/HkkJSUBuBQs9e/fH+vWrUNhYSEyMjJw+PBhXH/99Th37hwKCgrg8Xhw//33QxRFrFixAh6PJ2wZoqKigvIPHDgQNpsNo0aNwvfffx903obzpLWkhrH+35Ik4frrr8err77qT6+uroaiKP6mtsrKyoB9w92rG2+8EV6vN+B+7dy5E/3790dOTo6/6W7Xrl0YOHAgMjMz8f777/trMhvTarW48847sWnTJhw/fjzgflDX8fvf/x7x8fFYuHAhfvrpJ1itVgwaNAj/+q//2u7HMpvN2LRpE15++WVUVVWhR48eePHFFzFx4kQAwB//+EcoioL77rsP1dXVGDJkCL766ivExMSEPN/TTz+N48eP45ZbboHFYsHvf//7oBrGefPmYdq0acjMzERtbW3I5tCWnre91PdTHD9+fJN59u7di+effx5PPvkkXnjhBcybNw9//vOfW3QeWZYDms6dTqf/3zqdzv9vSZLC1sY29OmnnyIvLw9xcXFN5rnc+01E1KKA8ciRIzCZTP4gB/DNpfb+++9j8ODB0Gq1kGXfIUtLS3HgwAF8//33cLlc6NGjB3r37o0dO3agd+/e/l9eDocDn3/+OZxOJ0pLS/1TiDRWH0RdLn+o8zbU3BpGl8sFRVH8fX7279/vv26j0Yjk5GTs3bsXubm5OHToEMxmc0CNSLh7lZ+fj+rq6oD7deHCBfTr1w/Apb5r5eXl/hqFxMTEgA+Ihv3B6msszWYz6urqOtXEzF3NAw88gAceeCAofcOGDWFfA77+a401fJ8FQcCsWbMwa9asZpcn1Hmac6yMjIywU8Lo9XosXrwYixcvbtZ5zWYzPvjgg4C0xrWiffv2xZYtW8Ie53LnDbUPAHzyySdN5m+OTz/9tFn5BgwYgHvvvTcgbdy4cZgyZQpmzpwJi8WCsrIyjBw5EjNmzMCvf/1rOBwOfP3113j22Wdhs9lQWFiI6upqCIKAdevWBQ1aashkMqG6ujpsmdasWYNf/vKXYfNc7v0mImpRwLh7926Ul5cHTcBrt9tx7tw5JCYm4vXXX0e/fv1gs9nQr18/pKenQ1VVqKoKURSh1+uxc+dOf1PH/v37kZ2djaysLLz77rsBx9Xr9bhw4QIAX7NK7969Q+YXRdH/rTzUeVvDbrfjww8/9B83JiYGt99+u3/7LbfcgjVr1uDbb7+FTqfDrbfe2ux7dfToUfTr1y/ofp05cwaxsbFQVRWCIMBqtaKoqAgxMTH+5rCqqqqA+wEEL03X8H4QUcfKysrCrFmzMGLECMiyjBtvvBGLFi3CXXfdhcGDB0MQBDz77LNITk4G4JtrcuDAgUhLSwsYNR+KzWbDoEGD/KOb58+fH5Rn5MiRmDJlyhW5NiK6dghqayOqy3C5XFi7di3sdjsEQcCtt94Ki8WCAwcO4Msvv8TcuXMhCAIKCwuxZs0a2Gw21NbW4vbbb0dZWRlOnTqFYcOG4b333oPBYIAoihg+fDhkWQ7Kr9Vq8cEHHyAmJgYTJ04Med5I53Q6sXr1atTV1QX0Yfz444/hcrnQu3dvXH/99UH3Q1EUnDp1CqNGjfL3+ezbt6//fjQOZImIiIha6ooFjERERETUNXBpQCIiIiIKiwEjEREREYXFgJGIiIiIwmLASERERERhMWAkIiIiorAYMBIRERFRWAwYiYiIiCgsBoxEREREFBYDRiIiIiIKiwEjEREREYXFgJGIiIiIwmLASERERERh/X+K3aobZO+dUQAAAABJRU5ErkJggg==\n", + "image/png": 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", "text/plain": [ "
" ] @@ -378,14 +584,79 @@ } ], "source": [ - "# Plot a metric as function of timescale (counting bin time)\n", "plot = xplt.TimeVariationScalePlot(particles, \"cv\", twiss=tw)" ] }, + { + "cell_type": "markdown", + "id": "268d94c8-be24-4172-8e28-b3445826ee0d", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "Make a custom spill quality plot" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "3595b62c-8d88-47ce-b9d1-6b7a73f103f7", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dt_count = 50e-9\n", + "bins = 1000\n", + "dt_evaluate = dt_count * bins\n", + "\n", + "# use helper to calculate metric\n", + "helper = xplt.TimeBinMetricHelper(twiss=tw)\n", + "t_min, dt_count, counts = helper.binned_timeseries(particles, dt_count, mask=particles.state <= 0)\n", + "Cv, Cv_poisson = helper.calculate_metric(counts, \"cv\", bins)\n", + "\n", + "# plot it\n", + "fig, ax = plt.subplots(figsize=(4, 1), constrained_layout=True)\n", + "style = dict(marker=\".\", ls=\"\", capsize=3, label=\"Spill quality\")\n", + "ax.errorbar(np.nanmean(Cv), [\"Dataset sample\"], xerr=np.nanstd(Cv), **style)\n", + "style = dict(hatch=\"////\", ec=\"#aaa\", fc=\"none\", label=\"Poisson limit\")\n", + "ax.add_patch(mpl.patches.Rectangle((np.nanmean(Cv_poisson), -0.15), -10, 0.3, **style))\n", + "ax.set(xlim=(4.5, 0))\n", + "\n", + "# use helper to style axes\n", + "helper._link_cv_duty_axes(ax, ax.twiny(), True, \"x\")\n", + "ax.legend(loc=\"upper right\", bbox_to_anchor=(0, 0));" + ] + }, { "cell_type": "markdown", "id": "cbe00251-635e-442b-ac97-0f1e81c89de3", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ "## Consecutive particle delay" ] @@ -393,20 +664,32 @@ { "cell_type": "markdown", "id": "5c77059e-c386-41ed-b0a3-14d26c9bb3dc", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ "The `TimeIntervalPlot` allows analysis of the delay between consecutive particles." ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 15, "id": "3decbf8b-5ccf-4ad5-abac-0b13b87c84fc", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -422,7 +705,13 @@ { "cell_type": "markdown", "id": "8b3cf244-0b54-4e57-a1f8-57710aabe34f", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ "## Frequency domain" ] @@ -430,20 +719,46 @@ { "cell_type": "markdown", "id": "b0ee353d-2368-45fc-a583-3e0af1b28e3a", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ "The `TimeFFTPlot` allows frequency analysis of particle data. Therefore the data is first binned into an equidistant time series as described above, and then an FFT is performed. This allows to plot the frequency spectrum of particle arrival time:" ] }, + { + "cell_type": "markdown", + "id": "0ef22eb6-fc6a-43ea-9691-177727ffe14c", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "### Spill fluctuations" + ] + }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 16, "id": "669d735d-fc48-4f52-813b-311c793ddb51", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] @@ -453,35 +768,116 @@ } ], "source": [ - "plot = xplt.TimeFFTPlot(particles, fmax=1e10, log=True, twiss=tw)\n", + "plot = xplt.TimeFFTPlot(\n", + " particles,\n", + " \"count+smooth(count,n=100)\",\n", + " mask=particles.state <= 0, # only lost particles\n", + " fmax=1e10,\n", + " log=True,\n", + " twiss=tw,\n", + ")\n", "plot.ax.set(xlim=(1e5, None));" ] }, + { + "cell_type": "markdown", + "id": "0e6435b5-8c2b-4ac8-bbdd-9f98d8d9ead5", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "### Longitudinal schottky spectrum" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "0ca46286-c645-4f76-897c-f09be95dc19f", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# select only a single particle\n", + "mask = (0, None)\n", + "\n", + "plot = xplt.TimeFFTPlot(\n", + " line.record_last_track,\n", + " \"count\",\n", + " mask=mask,\n", + " fmax=50e6,\n", + " log=False,\n", + " display_units=dict(f=\"MHz\"),\n", + " twiss=tw,\n", + ")\n", + "\n", + "frev = 1 / tw.T_rev0\n", + "for i in range(10):\n", + " plot.ax.axvline(i * frev / 1e6, ls=\"--\", color=\"gray\", zorder=-1)" + ] + }, { "cell_type": "markdown", "id": "026a0b69-52de-4a46-9451-c740d7e09333", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ - "### Tune or schottky spectrum" + "### Tune or transverse schottky spectrum" ] }, { "cell_type": "markdown", "id": "b2e2ed7a-22bf-47ad-9aca-a1035d25cdbf", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ "Simmilary, the frequency spectrum of transverse motion (betatron tune spectrum) can be plotted. Note that the spectrum is based on transverse position as function of time and not as function of turn (this gives access to frequencies above half the revolution frequency)." ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 18, "id": "561a771b-fca0-4e67-8539-157b0611bea5", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -491,10 +887,8 @@ } ], "source": [ - "mask = (\n", - " 0,\n", - " None,\n", - ") # select only a single particle, otherwise the tune signal is very small due to insufficient coherence of our beam\n", + "# select only a single particle, otherwise the tune signal is very small due to insufficient coherence of our beam\n", + "mask = (0, None)\n", "\n", "plot = xplt.TimeFFTPlot(line.record_last_track, \"x-y\", relative=True, mask=mask, twiss=tw)\n", "\n", @@ -507,16 +901,26 @@ { "cell_type": "markdown", "id": "45b429da-6413-466a-b71d-a0e3692b3d42", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ "For reference, the spectrum of turn-by-turn positions:" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 19, "id": "c2190698-1a63-4f35-bdd2-9d6a7ec030b8", "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, "tags": [ "hide-input" ] @@ -524,7 +928,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -551,14 +955,26 @@ "cell_type": "code", "execution_count": null, "id": "611a788e-6a8e-4f09-a8bd-70b056cdffce", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "7a92b371-1a53-4460-bd35-ac9b41848428", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ "------------\n", "```{seealso}\n", @@ -583,7 +999,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.11.5" } }, "nbformat": 4, diff --git a/examples/twiss.ipynb b/examples/twiss.ipynb index 497cfbc..2c13f9f 100644 --- a/examples/twiss.ipynb +++ b/examples/twiss.ipynb @@ -149,7 +149,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -216,7 +216,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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" ] @@ -244,7 +244,13 @@ { "cell_type": "markdown", "id": "91241865-2ec0-4d8c-b555-56e83b423bb0", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ "-----------------\n", "```{seealso}\n", @@ -256,7 +262,13 @@ "cell_type": "code", "execution_count": null, "id": "da7ff86d-fa3b-440d-87bb-5e5663ac53eb", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "outputs": [], "source": [] } @@ -277,7 +289,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.11.5" }, "vscode": { "interpreter": {