diff --git a/NEWS.md b/NEWS.md index 99ad250..18f23d5 100644 --- a/NEWS.md +++ b/NEWS.md @@ -12,8 +12,6 @@ Licence: see LICENCE.md - Classification via 1D CNN and other algorithms using Keras or Pytorch -- Addition of external calibration method in rameau - - peak fitting for maps # 0.5.0 (stable) @@ -24,6 +22,10 @@ Licence: see LICENCE.md - add a despiking() function +- add external calibration in rameau + +- add the posibility to calibrate K coefficient(s) on another dataset of spectra + # 0.4.9 - quick fix of a bug in read_horiba function (from rampy.maps) diff --git a/examples/README.md b/examples/README.md index 592eba4..05bbf57 100644 --- a/examples/README.md +++ b/examples/README.md @@ -22,6 +22,8 @@ The following folders contain codes related to publications using Rampy: Di Genova, D., Sicola, S., Romano, C., Vona, A., Fanara, S., & Spina, L. (2017). *Effect of iron and nanolites on Raman spectra of volcanic glasses: A reassessment of existing strategies to estimate the water content.* Chemical Geology, 475, 76-86. + S.-M. Thomas, R. Thomas, P. Davidson, P. Reichart, M. Koch-Muller, G. Dollinger, Application of Raman Spectroscopy to Quantify Trace Water Concentrations in Glasses and Garnets. American Mineralogist 2008, 93 (10), 1550–1557. https://doi.org/10.2138/am.2008.2834. + - Iron_AmMin_paper contains the supplementary material for the article: Le Losq C., Berry A. J., Kendrick M. A., Neuville D. R. and O'Neill H. St. C. (2019) *Determination of the oxidation state of iron in Mid-Ocean Ridge basalt glasses by Raman spectroscopy.* American Mineralogist 104, doi.org/10.2138/am-2019-6887 diff --git a/examples/rameau_example/Figure1.pdf b/examples/rameau_example/Figure1.pdf index 002fbf4..1c7560a 100644 Binary files a/examples/rameau_example/Figure1.pdf and b/examples/rameau_example/Figure1.pdf differ diff --git a/examples/rameau_example/Figure2.pdf b/examples/rameau_example/Figure2.pdf index 1736b2f..90231aa 100644 Binary files a/examples/rameau_example/Figure2.pdf and b/examples/rameau_example/Figure2.pdf differ diff --git a/examples/rameau_example/Figure3.pdf b/examples/rameau_example/Figure3.pdf index faa85b6..92ac5d4 100644 Binary files a/examples/rameau_example/Figure3.pdf and b/examples/rameau_example/Figure3.pdf differ diff --git a/examples/rameau_example/Figure_ext.pdf b/examples/rameau_example/Figure_ext.pdf new file mode 100644 index 0000000..73df175 Binary files /dev/null and b/examples/rameau_example/Figure_ext.pdf differ diff --git a/examples/rameau_example/Python_treatment.ipynb b/examples/rameau_example/Python_treatment.ipynb index 0e86a96..874ddde 100644 --- a/examples/rameau_example/Python_treatment.ipynb +++ b/examples/rameau_example/Python_treatment.ipynb @@ -1,6 +1,7 @@ { "cells": [ { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -51,7 +52,7 @@ "from 0 to 8.5 wt% and water contents from ~ 0 to ~ 12 wt%. This dataset is called the *2012* dataset.\n", "\n", "A new dataset of Raman spectra acquired at\n", - "the Research School of Earth Sciences, Australian National University, is also provided (. It contains 56 spectra from (i) 11 hydrous mid-ocean ridge and back-arc basalts from Sinton et al. (2003) and Shaw et al. (2004) that present water contents ranging between ~ 0.2 and ~ 1.9 wt% water, and (ii) 5 hydrous iron-free Ca aluminosilicate glasses from Le Losq et al. (2017).\n", + "the Research School of Earth Sciences, Australian National University, is also provided. It contains 56 spectra from (i) 11 hydrous mid-ocean ridge and back-arc basalts from Sinton et al. (2003) and Shaw et al. (2004) that present water contents ranging between ~ 0.2 and ~ 1.9 wt% water, and (ii) 5 hydrous iron-free Ca aluminosilicate glasses from Le Losq et al. (2017).\n", "\n", "# First step: dependencies & library call\n", "\n", @@ -85,7 +86,9 @@ "\n", "D. Di Genova et al., Effect of iron and nanolites on Raman spectra of volcanic glasses: A reassessment of existing strategies to estimate the water content. Chemical Geology. 475, 76–86 (2017).\n", "\n", - "C. Le Losq, Raman spectra of hydrous Mid-Ocean Ridge, Back-Arc Basalt and Ca alumino-silicate glasses. PANGAEA, https://doi.org/10.1594/PANGAEA.887209 (2018)" + "C. Le Losq, Raman spectra of hydrous Mid-Ocean Ridge, Back-Arc Basalt and Ca alumino-silicate glasses. PANGAEA, https://doi.org/10.1594/PANGAEA.887209 (2018)\n", + "\n", + "M. Mercier, A. Di Muro, D. Giordano, N. Métrich, P. Lesne, et al., Influence of glass polymerisation and oxidation on micro-Raman water analysis in alumino-silicate glasses. Geochimica et Cosmochimica Acta, 2009, 73 (1), pp.197-217. ⟨10.1016/j.gca.2008.09.030⟩." ] }, { @@ -94,7 +97,16 @@ "metadata": { "code_folding": [] }, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_13194/1168372958.py:19: DeprecationWarning: `set_matplotlib_formats` is deprecated since IPython 7.23, directly use `matplotlib_inline.backend_inline.set_matplotlib_formats()`\n", + " set_matplotlib_formats('pdf', 'png')\n" + ] + } + ], "source": [ "########## Calling relevant libraries ##########\n", "%matplotlib inline\n", @@ -126,10 +138,10 @@ "plt.rcParams['lines.markersize'] = 6\n", "plt.rcParams['legend.fontsize'] = 12\n", "\n", - "plt.rcParams['text.usetex'] = True\n", + "#plt.rcParams['text.usetex'] = True\n", "plt.rcParams['font.family'] = 'sans-serif'\n", "plt.rcParams['font.serif'] = 'cm'\n", - "plt.rcParams['text.latex.preamble'] = r'\\usepackage{subdepth}, \\usepackage{type1cm}'\n", + "#plt.rcParams['text.latex.preamble'] = r'\\usepackage{subdepth}, \\usepackage{type1cm}'\n", "\n", "import pandas as pd\n", "#import gcvspline\n", @@ -137,18 +149,21 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Import of the datasets\n", "\n", - "Datasets are available at:\n", + "An Excel file containing the information about the data can be used, see the provided spreadsheet as an example. The file dataset.xlsx contains four tabs with information for the datasets.\n", "\n", - "- For the LL2012 dataset, see DOI: 10.5281/zenodo.1183413\n", + "To begin with, two datasets will be used: 2012_AmMin and 2018_RSES. \n", + "\n", + "They are available at:\n", "\n", - "- For the RSES 2018 dataset, see https://doi.pangaea.de/10.1594/PANGAEA.887209\n", + "- For the LL2012 dataset, see DOI: 10.5281/zenodo.1183413\n", "\n", - "An Excel file containing the information about the data can be used, see the provided spreadsheet as an example. The file dataset.xlsx contains two tabs with information for both datasets: 2012_AmMin and 2018_RSES." + "- For the RSES 2018 dataset, see https://doi.pangaea.de/10.1594/PANGAEA.887209" ] }, { @@ -158,11 +173,12 @@ "outputs": [], "source": [ "# Data treatment\n", - "data_liste=pd.read_excel(\"dataset.xlsx\",sheet_name=\"2012_AmMin\")\n", + "data_liste = pd.read_excel(\"dataset.xlsx\",sheet_name=\"2012_AmMin\")\n", "data_liste_rses = pd.read_excel(\"dataset.xlsx\",sheet_name=\"2018_RSES\")" ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -176,7 +192,7 @@ "- creation of the object:\n", " - `object_created = rp.rameau(data_liste)`\n", "- data processing:\n", - " - `object_created.data_reduction()` [this calls the data_reduction function associated with the object)]\n", + " - `object_created.data_reduction()` [this calls the data_reduction function associated with the object]\n", "- calibration:\n", " - `object_created.calibrate(method=\"LL2012\" or \"DG2017\")`\n", "- prediction: \n", @@ -186,7 +202,7 @@ "\n", "After the object creation and all data processing steps, the object contains all results, which can be called as, for instance for Rws, `object_created.rws`.\n", "\n", - "*Remark: to make prediction without calibration, one would set the parameters of the LL2012 or DG2017 methods as*\n", + "*Remarks: to make prediction without calibration, one would set the parameters of the LL2012 or DG2017 methods as*\n", "\n", "`object_created.p = np.array([A])` for LL2012\n", "\n", @@ -194,7 +210,9 @@ "\n", "`object_created.p = np.array([a,b])` for DG2017\n", "\n", - "and then directly call `object_created.predict` without a prior call of `object_created.calibrate`." + "*and then directly call* `object_created.predict` *without a prior call of* `object_created.calibrate`.\n", + "\n", + "*It is also possible to calibrate the parameters on another dataset; an example is provided later in the notebook.*" ] }, { @@ -216,8 +234,8 @@ "\n", "Treating the dataset from RSES, 2018\n", "\n", - "Using adjusted A coefficient: 0.009296\n", - "Using adjusted p coefficients: -0.003261 and 1.322256\n" + "Using adjusted A coefficient: 0.009077\n", + "Using adjusted p coefficients: -0.003185 and 1.292304\n" ] } ], @@ -258,6 +276,101 @@ ] }, { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Example of calibration on another dataset of spectra\n", + "\n", + "It is also possible to directly calibrate the parameters of the equations on another dataset of spectra.\n", + "It can be useful when you want to predict water content on spectra without known water content. You can then use another dataset of reference spectra, with known water content, to calibrate the parameters and then use them to predict on your inital dataset of spectra. It can be easily done with rameau.\n", + "\n", + "Steps are almost the same as before, the only difference is that you can precise in the calibration method if you want to use another dataset of spectra:\n", + "\n", + "- creation of the rameau object:\n", + " - `rameau_object = rp.rameau(data_liste)`\n", + "- data processing:\n", + " - `rameau_object.data_reduction()` [this calls the data_reduction function associated with the object]\n", + "- calibration:\n", + " - `rameau_object.calibrate(data_calib=data_liste_ref, path_calib=/'raw/references/', method=\"LL2012\" or \"DG2017\")` [you can add here the dataset for reference and the path of the reference spectra]\n", + "- prediction: \n", + " - `rameau_object.predict(method=\"LL2012\" or \"DG2017\")`\n", + "\n", + "*Remarks:* \n", + "\n", + "*The dataset of reference must have the same columns as the initial dataset (same data_liste.keys())*\n", + "\n", + "*For the predictions to be accurate you need two sets of spectra that had been obtained with the same laser and general conditions*" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For this example, we import two new different datasets of spectra. These spectra are measured on hydrated standard glasses that were released and described in Mercier et al. (2009)." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# for the example, we import two new different datasets of spectra\n", + "data_liste_stds = pd.read_excel(\"dataset.xlsx\",sheet_name=\"2022_BB_standards\")\n", + "data_liste_stds_ref = pd.read_excel(\"dataset.xlsx\",sheet_name=\"2022_BB_standards_bis\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Using adjusted A coefficient: 0.017865\n" + ] + } + ], + "source": [ + "# We create a new rameau object with the first dataset\n", + "ram_stds = rp.rameau(data_liste_stds)\n", + "ram_stds.data_reduction(method=\"LL2012\",laser=488.0)\n", + "\n", + "# Here the second dataset will be used to calibrate the parameters\n", + "ram_stds.calibrate(data_calib=data_liste_stds_ref, method=\"LL2012\", laser=488.0)\n", + "\n", + "ram_stds.predict(method=\"LL2012\")" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "RMSE is: 0.1019046827540089\n" + ] + } + ], + "source": [ + "# The dataset on which the predictions were performed actually had known water contents.\n", + "# We can then calculate the error between the true water content and the predictions\n", + "# to verify the accuracy of the calibration\n", + "\n", + "print('RMSE is:',np.sqrt(np.mean((ram_stds.data_liste['Water, wt%'] - ram_stds.water_predicted)**2)))" + ] + }, + { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -274,7 +387,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 7, "metadata": { "code_folding": [ 0 @@ -283,10 +396,10 @@ "outputs": [ { "data": { - "application/pdf": "JVBERi0xLjQKJazcIKu6CjEgMCBvYmoKPDwgL1BhZ2VzIDIgMCBSIC9UeXBlIC9DYXRhbG9nID4+CmVuZG9iago4IDAgb2JqCjw8IC9FeHRHU3RhdGUgNCAwIFIgL0ZvbnQgMyAwIFIgL1BhdHRlcm4gNSAwIFIKL1Byb2NTZXQgWyAvUERGIC9UZXh0IC9JbWFnZUIgL0ltYWdlQyAvSW1hZ2VJIF0gL1NoYWRpbmcgNiAwIFIKL1hPYmplY3QgNyAwIFIgPj4KZW5kb2JqCjEwIDAgb2JqCjw8IC9Bbm5vdHMgWyBdIC9Db250ZW50cyA5IDAgUgovR3JvdXAgPDwgL0NTIC9EZXZpY2VSR0IgL1MgL1RyYW5zcGFyZW5jeSAvVHlwZSAvR3JvdXAgPj4KL01lZGlhQm94IFsgMCAwIDIyNi44IDQ2MC44IF0gL1BhcmVudCAyIDAgUiAvUmVzb3VyY2VzIDggMCBSIC9UeXBlIC9QYWdlID4+CmVuZG9iago5IDAgb2JqCjw8IC9GaWx0ZXIgL0ZsYXRlRGVjb2RlIC9MZW5ndGggMTEgMCBSID4+CnN0cmVhbQp4nK2dS5Ocx3G1ve5f0UtyMY26X5ZiyGKYoW8hGRFayFrQ4EVkkHRIlK3wv//Okw0MBiQwdRBh0bIwLxvvVFdlZZ68nczX7y8vfpOv3/58Tdfv9d9/Xv98/Yv+96trvn5+ffHbr//nu1df//Hzz66vfr4kPf/xUsq4Lf3ph9d/aiPp//+gf/vmT3+9XH666J360Od6zbeXS6m33Hse61rGvpU916i8Ku3bqLOW/fT5D0+ft7r0xzpK4/nja955rN/3jb5FuX+Lb/Ur9U20krffhYXo33xwHU8e99t8s4zLZ2/emq//vHz28vLid/m6b3uU0VLae1xffqO13sZoPaW2q/5+77c6dx2t6Ofry68un6RPry+/v/zry8cVsrJLH7fW9Z/27kqePv7YlbR126vqe5SkbXnPSkp//1rWvs3e9y+W8uTpx65klVtZddeZ9fh9K9F2vXclWSeR+qj8radreef5x64m537rq9VScynvPaL5gY3JOo7ax8zlF8t5+vyjl9P0l3dLLbc+6/uWk9OHtkdnMvpM+xfy+87zj17P1F/erZXZ8uzvXc8TwYmXlGvOtx03Juf7W8a8tbbHGrPkeS26nnOtuSWKe/OSy5+vn/zxyx+//OnT64OO8VZXb3ulNvb1k5//+t03/3jP8xfvefbqx08vf7m8/EKrqNd52zNlybu+ccjdvKVZWm1jrHXVqWftSdYP8TX+Jb7Di9+1X/29IfkYPY3R25SeiO98+sJJe/qQ9ek8bvoVdY609Laa561Lf6XRV9fLfwyt+XoD/u2nf3z908/f6buWectb+5N7qvpW/2t++y9v/317/f21tL9dHxVXrOpRJsoourd5SZmskkeuU4KW9W9r7XPkstK+/v3r65+uP13v8nH524Wvwncq+7ZyL63XnPXKWW595rm2tG25vvrx+uL/petv/+vx4+mW9S9S7tLI+qFoU5cEq/fzZ3PKkta6tFTjs2WPPSWT58+mra8rdTynsd6hP2ad/DDeq/+dq+liGO9tQ0KgVSzju80unTC2sWXSqvroHH0br21tdWmZfPxqD/puM7dVMT3Gi7VWaYues/PdtuSotOa8VzqoDJ1dNTYiFcmo7rYjO9JI+mTOxntzTbuU2tbx3Ni0ov/sVYbz4tbX0r1bjvBIMxTpk+R8Nu02W7OWoPsmhePdt1ZrzdsQHs447y1rUo33YmWkHts2BDjpug9JvHWP15SWkw63zk2GrtQqhOIIe+1llW0J5azatrC95y8na5lkg6axaUUqO2k3rH3ousSlOgoiDWCIxN1SJjNpFd0SX3Bf3rIgzmfTnGV7ki4b12dLxjbkLUOka3QWh7hBuvE9TecKrSR43fc01pt313XTXjhHsZrukLbBsQGymEOys43vplMTTk39vL8PdxWlf2Q1nE0TyOraDWfT5BhJoSXrWgis5Lq7o0uqFFoTNrEMZ1uyxkNHbayhppUEILuzhi30JUvo2BZt1uwrT0fQmpwdGa3VnYNLS8Y7C7UZN0N7kARk+tnAadOAMF0A09k0eZ6CJs0BRxKdxRF3B0AspFcX2TBEtUrtyBevhkBI/W/dunm+RQ+gWil2rKcjEWs0eUFzGV9OJ7GF0HWTLJTYmkCBg3iEtxo3ztmIJPMtU2hsBD8IGhXdOWcNHb066/l2IsGD5WJizi8WfFgsxFEnTRZug22djShdbtyy4L1cK4EN+W+GbteOySFa8h2cQ65y5ZLOw9i0nuXFCnd142pIm7SO9jFOWUKJAuzFchyEwtsWQrJ2eBKEqZaVkwbUPmjfnFPOvHo4zpawxqhyJs87jAhXQiXbEuEmuK6rnIaD0nAMe9+ORy1FonukA3HEUo5A1kcdcScYhuOwjfXqHDret7Npsm9JsD05301qFZ9e6MDRlYV/ZOWc7yZ1IpfA0X+FQJ7Uj6NOqtwy7ds4v/fhHi4YeEWOCW8pVy2iOmZOojMW0VBnxXsKb7RtfbtB2GePMz55iGMWEC6Gpoqr0YrM+Nl8hnPWltDMSIYpqGMM3aS0HU0lVCf3UC939HDRpWuyCMYimlyNykY4CGXWtHOyjK3sbK0CrY6HKPA35NqXM5DIQGxdIym2o+3CxggHr92EFy2HZwiDpuZg4YkWHi070FJ6WCbJCIcgPgKAdY7iQBQdsG60ds2w4vIzcDf22YpzOYjn5W65c7KG2ook4+wAckEZ3TxH/cguSzBzdbx79reXrOMwkISAvk7ORBJTwFJuogd9pF2zkKCzwQQgR7dCQ60Rt5C/YWEqSY9g1Vnc+ezKcmqzFYPsuheyzN2xtvLQiKIbl/khoiJVYMY5ZUJp+MtOjLdNhCcXxzLXwML6coYClNcnSC67aBlF4QNJcTlfo3zLMjGt9J4sG1OE3EfdZ/iOrPXUy5Jja2zxkh3XUbfz5XjIOjqJpfbOUj86vDZmtoJJRdZICqgcBT7rNmfyNefIgdarbeA8umO8JOg7tTmtfM1c2A1BZ+c0pHrm0tYdBSjz4rVkm62gcBWeSYTSHR9fXm2RJ2FFx4f8zyqD5CA7Moe6Sfuoh8PISPXsffbSpFHmXFJAvTjGq+NgrzItfDC1hNYFaAxZa4PkbC4WoJHvJ/yzraAsG6zb7+i1xD7U2U0XNO00uwPsknC+lmAl8YbEnbeegx3aYGlVgRS5KAZQ6uRphbTPm5ZJUHbukRPJKdiilqygNykNkhBOaI8c3urZCi/KeRichfHVsnTqlp/oeQWtN0n7SI4BlVcr5JHPqOMhILm80DWsrBhZjdrP2FKXqIEk6tlmaAl7lio/fDp5LhlZ6YdhuLaotHqvEHESR8J0xLEdp2ALTElR1XMwXdaI8g25JmekJllfciozES1HIPRjk/Y5WyNdzikFpQU7tygvueLyYRzHZOljtfZ1dj/R10V3fuR9luBwj3Txk4PdWx5CtkLDhqEll9l3XefYF7An7yovJk/reup7rV3LOS4iLFP0D5bW0D2Up2nTuuN/NmEk3YtpiCW1gDIbRAOc8L9EfUwjFQP2kv9JcZ8DZeTgyxUv3RE1oU888eroCK1WgDUZyWXAuxBgI8RoaOw5pdsFys/BXiBHF26XFDunPHTryEk5bqJEmDCrE4GjSkQ+2nKQcIqKll4dJMydI/l5tlz6gaBe77s4a6iyA1RFGdIum9VklY1KIK6nDIGOoziwh9ScVmEhpL1kjlZy9GqljKG2aWxDlXWpwqrWvSBYOCmANbaM0jTiHI7XN/TmWqR9joug4rDIaqXkVKc1bVfmzlnJikZKfnQnf9WoMKplGHAKq1x1lWc6n3IBM6+6SrZwWqnCq1tK0DGJRauN72fI2kYspeItd4dakSkzc3ato6au49oatgv/foI6phNwrlWQuWYr4DxkaHPqxk6EsZUnJeycnGQBdSVDXoxzRaeuZ2kWQBEETYs4p5MaQ/HINjtVPl0GdMjCOBHDuYfg7dReODhf9rBR6G7pYX07AbUz9MExIc0tu+/FQyd1O+UcPCWr2bbQjJMGSXssgY6z+sm3ShnkFlRzhFKOVPE0CrlHAkm6c8Z6KYWWh9/PFUwRupAallm2rhyukfTwecUCM/pYz1TkOOKu/a3UxzqiphufI5FmQPIi04VpPts6NFVdDaB0xl866LLTbMtwgrXFNaTdkWE5EYJ1pNud0EzHOltlpIUSLQrr1hkhRNJWeLx6NZFlSHYEq5bleEnz6Ea34mQUSZgmKnCNc95NmIaCBscx2F1aWErQCu2l1inIdhAQ2UShq+SUDjY5f0V+j3VJk7C7zIwTepKNI1mQnIAL4TpKgKu1a5KHlCQWThqCwEHHCXUuvxwD7a8h8UVes06NPjMnEctWdLJNjm3e0pcYXMfMzCiVzedFlEibpCiuMBYs63WvaTCuPpWy+qMRPsi3RWHS0PdzwtN5E5uu56iWXqx7VBuxuPN79cW6lpzPECwTahVMcYJEgHj5+alKT1heMyn/JofCUfFZWiLX6bhfMl9rJsftINYw5JCTr3QWTFm4VIWTHZOdq0S1zsfMRkitcRyOxSWmL++yngW+Sl8WYdzVz6U24Tivpdu8rUqiPUalyNiqQ6tdq93dsEqCKjT96JgdPErXWNN1PhfZRZZOboTefgYJkYIcFMUYyVhCuYOzq05ZYJlTuK2c11CEJ6Rf5WkbMExKZc7REGWvFCRRxV3OarCRr8xUqRuWsej2k12gZ8vY4rkoazDqgTF30mxacz1bBBT3mCz5fD9I/3VJfTN2jTACySndJwPfDRQmidOzGiSO2ouA8ThLfKacXC+Vs+aYXNmCHfjOkMsd3UrFcZX0VpmkbjXICHtQt9bOuVhOWRZfUMWo3yvEzVrTXrghwUpPqlMrPxcu2BznndCt00FkunmtVhZh11lytrJZs1LXZXUN6Nx2k7A50Ua0RER1nPIguXXEyi0UhlnUaq0czpwrEbU3vlqOVMAZaQvR9DW0tVakcVH2hGBaSQ5tlw6tOLlubUGJ4kRjEZ3AYdoGIJZNxPMa7SySqKkiSXccwE5DZZNGa+fyZen2SmSLEOZxEYUa2JWW0TCAQstFuMNxN5Kc9kqVzVmpVqFsXeGcDIWmz8ptl3avlvGU667tnYabX1FS5Nu9IDx9CDIaRpmCcB22pY9zQBKt2nUaUS/hSM+uewjfnlNvnIegqN5+rp3J0ce3aQF1Uu7hrspzt4DPwgzUds5tCp4USUTv9bzD0cmSUH5GlXq+7QgdzGnFRRfEFpXWYAt0SNJqNm6drnPdtO8mo2aNWpuGDiznul0dtLSEhH5Yvcly0gTfzz25EdjS7adhyICLXe4DTaZnxxIhpqqL9ibHhK8ljy5Z4SdOgmJcrwOyZnSbUSIuLRj20zDL6IkpT0aO3fnbVeCXYI/VUZhh7RC8BWYbzonu8pKPZgUFFsQuFO8eJb7ShqSrr/vs2PxGMoIuSCOmtDiMWZyaKgEZMtNGLz6xzjTrrFYzy+6ER8awvBj8a8E6J+0+miRevp8VdNmF0OUyQp0U+i2WYQClcqP+oMplNjJq2jUqCC3kodNIlPZvo7dc3ipkJJh+Y4cnRQVSw05mUW/UsRn1Vw9RUipvalhFsMDxTf27E7MT9Gky/Geo9LrSRXthlBDGxd9pDS36eOdkQ5c2l1iusxWpSktJU50VPEE7fQyak7OO6An0s4bRc1IoDCywnDhFeZXmfYoejxvRblO+EWwvVl109BVJCzs+mtAaPetWCWpvuviUJHsd42Vn2hecECq5ukKXsHHMFOLKOUlObqgvWkzTtpotgsuGWLljFtOiqMAjqMkrNZlcA+QKEMtJqtUKU5XXMd8zS0Oh6pseh3quwS/sw4rgiGGQxiiDvjvjcvQbHIFT+3DWrRkUuGGQcsKcUsIANkN8KpSJlcZYq5ZnrUlwzwh+Y8bpJKlOj3tU1cMlY9iNvWrQPzjerRRPy9QgWHlFaZ9Eq73VEbGw+MPCB/J5hDrotHIsx4IFkNJkQ7mmMWXHmyHwDwFTli5HdgwjWTrdjep0IApT6fiyA2hgh6F33siHNJgmx4KrzrgcsLt1im7OBw36oe56p7PPCpwgXdi70WVViXPqfmD6jQiJfMWVZncq0FHbiTu9zpYxcsjCSzL8jmwWnHdZm7ODGy5V73NDLubcPSzCnA5lRKFxqQDMnTptyFSspFO+QVVDzbrBd1c4vS5P39njFmVbcnPL2STIfEgVU0dspKcLIeIiqGKUYT5Awyj/Ehouq399SyZ0HGepLzeYkQqBYgMYS3FTum8oWdx9aTaJsRXyTJki++mUbsnutq4NTk4OV/u25dmlnp0iWvpHaUpywmxyDqjTWWeIl0k604iTjJbechtRiZWsohfJGv0chp4n/kvKhzaj84dJZ6cJX6GlZRsVv0LSFlUfPFzZzGZvoALco0dBDruAY+5xZsGoWqXdzuHiokXgp7RyPunYN3I59VzKEvHUvhdFZFZ0klifdJBTFFZkaXI1CnnjflRSuNWorM7wye6sjTv3sQts6n901tsI9Tc50eEFGc2hhUpBoTdqIgxwkwjTgmOdPYaWGV5np25c59ao83Qunj5ZskGshx8PeS4d8k5jW6OEPxm8DRxdpjYlnxn7glMY9rlsAAWZD1qjplM7AVVAkwiPatXGpt0a+ON8chVoQ/GNEUastyAlgy/P2DQ5dwT8DO7C6FGQAAsfn2vio645orqes5tn6m0bgSDIsCaY1+HRgIJAOkh40GnXTaHfSzpffUFYYStJhcF5FkVWfHINwxeDBV4CROuB07kSPqlT/ZfIz3bopbwgHhyVsmBG5kWOQqNCLhnRcAFCyk1aNqxSVMhJZ8rUWPQGco2FVaTpnQwJrM1LGsgJXm26S6ZRMM0FkSdN54pXZpV1OyQZRj0md3pPzKmVVl45CDCNOoPIhRWZECdfjdhXeEaHpd5mEl6pXhwEJk6B0m1EgutttSKjO5yCqH6jM3sNurAM30brnZAGHO9TA9vM4kRuZPGyFCFkSR4bC2mHWs6FVmQH8FSW0RsY4RWhhO4U30WaH26R6cDdnibjCNJZ2CJfLd0GD7pFwQaRzlpewItFzOKES9FvghU1KqgMoZDbTwWX5YtthkosB0gjbcGyYiS5+Hak+ig5deIPZF92mlaIrndivG2e8XwT1hQMynJCvFZfiZs8ZCeXCdXLSoZ97BAzy4Z1i5gZfLUYCWHptg7N8DDqN4k+aostHkoqeisA3aCmQdYINC2rBLD2BOeXQ1i+6E+UrbFgtCSngoQMg1egu0K1lnPFw520UjrFyFvRU4AGHEYlfcRhh6CCUfCg986dYE45W4PIOEpdQoBhpcJ3EZQnXeuAFelMeSrJKO6j3InIv2yugUulL2lUGmdaM5YsGL3xmZxVQIK7UzZMQo7WBmYbnDGsNnlJehjk4Wi2xiQRKQrDfGjFm45Ro2I5WqCoj5XpN1BCbJs0rFXFTomPcGY61xlWaSBUW5oGy0i61yUJbhr7xknLI5XStGr8BCl0/7fFIMwonkHBkQHxBh5TNshXM6TotWgZ53w4AZCWQf5eaH4R/pR/7lTjyNJkmUcnCoPd0OeNHo9604ZBKO3kEiTE8OLBpeVR1EuxrGaVJEKsDeW7VXrR6JtPhvhwn0dpoGhHqTT5EkOq0CohH5tKkXPQmF5CZmJ1oxAYXQwfE3zyDnCkbx9KQ6c6Qe4BoUeDEjOUVe8yCE7P+gxanWFFbGjpblA0OyqFCUI9KvGcNw+C+MUgDQpSTAj6rN4R8lZbCsVKcjMCiriKI2vc/LqzQSEgrZ2Ivq509nP1WcGPoFU83zqSqljzXSxvm5wORTbnvZBSyXsOWV0rm8GcQcoXjR6ABNtcx+SdgSa1+pshe45pJJAnNQwPrBULovCLRKkHYcemgdap2W2Aj+jnsW4pLQbLqJ0Jpo/e5SY4C846ukTtsHOn54a5VobJqO2HL193z+h05dvV2vAqzgEpWBKCf35YqR34n4XnjTYHhF7LmNViPp671AEbrLMIOHz3oL7DMP2kl2GVdywp3MBDKzm/uMiloKdRjrzTqANZV8pG7Wco+k6j/TKsWLt1GTGiO456E3TUGiiBdzwx1JvBjUSkBA6sJQRrmH46bUezRu/0Bsk20WsnqCK/MRvsL9RT0LlK34LTMtDRxdmr5oQRUqCiWgMaJ31/3eC9Q3qiNjtbpETEBkjKW2ZpzQCkhhllBpyMh5GJIg4lOCFtaWya3Hh5/LUQlXdAZmdIWbZIIWcNgn8DUdwTmfRCOc2dezFe1CpoJ4mYG8PVDFcJlxjFmox6/WCAGJuJpE5tLb378gGNWFQA7kyu/6wvCQ7Ab7gM3k1M0oBdoiangX+g1uQDOQE8/K+xDTayyE1WJu4a1eTaYWYHtGGkBcIpF5QfVpkYI1kwzFZ+RCpiwIpr1X7SyLKSgIqj3+lrpDTa0dkjmqoNtwr67h49S9b8FHKTfEGn+6+QvJOsGRYpSj9k9mUPjFDN1OUXes0GHJUaLNRSbGOGaVz+JP2ajMyybCjh1LENXmUZfeoBZ6UWxvh6m0zKdohMpAeZV5ayQUsL6GewrcCrlQAe1LXSC2BolTwH1VxWbRTlVnKVsjVwBcYlWAectFliJF0x5uWSeEm0H5Mu8rYtJvtYoehCx5vVDRD84CQGu1XwJFMuQe6OmyKQuaMx1SJ/kjrORIGsxsko0ZyABcOKbWb/LaOoLO7pkvxMI5oJI3SLOLvXRg8H54Y42XChJcOTMX1WYK63DHa0GhwFVmaq1jQXoh8wxVnFIlSgCPYbORXiZ4wDEW5zmlqEogfDURwdW8ilMh7T0fRaaof46LxttN3T8b6GmVfGipV+LueOdlrsgjFD6WHcaIjswrznWHS/Bela2g4RDXUlhcG1/Zzd1o3mRLbVIEYDuZw7Bq47NB5SQKjDs2iWm2AFwN/ox44utSV93Jx8EV5m8IYazKzh9OuDMZHHebNEQqDJGPZB6TeF7c3oUI3ASiOXaTQBEwoSlC7diO5E4T59p80ojoY9R1qoGxNHghu/Qndh8ZhtiMnyNmJthVApUxgcujEiwXScO63TBGwospnLBDcxY2ydaxOgrMp6t4Ce1UfREkxmRrAEotqYe2JwGN4d6bGyxUFXKHcuDsM646IJllgVQVNILOr2ja+2Gm0GzZteJu06oi3SCSjog1JVyZgSQHV2DGlfBryqFBzoNJbR6EigYtd7qNTQr4mAcfQYGzaMTofmEHVzRWUYgRROilToDievWi3DfDvgmFM0kyiDYSqQ4QWBt6W5jeHVOg+tQNsG7auzFZUaAprEjFWkSj+rsW3YpRZ00toMB61EHfWcZ62CRYCpqMHPfF4yJVfssqOuCsdM3toJPQqco9sMN4j8S2HiohEFebgHFCOB5hwISWDAm1OwsoOj0cB4TWvoFEYbXmk4j7hXzRiOFhVdAxoAr5JSR5eJiztUBNpdxqwaMWYJEKg7OZzzEazojPMwwqX1BsXCnNVR3oVZtitPaQtrhJh0W5aucF7ciTXh0Tv1OIWJlgLITmZX1yOYo84OYdeL54QL3HKu8ipU2Dl0SZWiBwmRk2dn5EUZ3arkhrB35LIdNEgDHlkKI45faNlhfpZBzhxTONuQW3zOApVgncev8fg0atYntzXti+jVMLgeqM2WRerJ6PeMgfTQBBn3E2ciw9+QqzMvQEdRFmycRnxAyFXwZxtErkHUPwtMXobyQV9T2W9ZXAaAFmcCZ5Ola0zILR71GfPS97SmQNGNySgzD2yX1GVAz7lfYhQt68JRgWqATBqXsGAW2TvclnNZ0173TmWmbGxbxflJUIA49Jp1M4jUuJ2c8mYIClOLDX8fjqmyDRrge6qG3FKzyl8FiqnANTg9whTAnucAXRkv3U5hBMdVIkBKHZ4DaBJZs50sdrBVGJ/lkHwilkL7kvmzDMuIz+DxaQY6KEQcM9WsZ/uZY6avtGB3FpFWiYIER7Xm1LN0cLdK6nem2LsZpHX0mjNXk6FujunacpOyM6SItLJkR2dyFvh+ywWyZ4Elp4W0wk0PzrX4VZagBLOuDGdty+ZLKs6lQP2emrSYxNoNNhHKBq04P0mBsZtRyl4YENSKcKg15lSQPDEy6gyUoPzqLCKdI6+6HAmhrN7FrzTeGCMXBUNLF0ySUjvffLkyeRPHNCojAiYxrpxwjaHWIEeVdbY8mWDfdvp5qe4ZlEI73SaUxzc8L6dhmnIo0hIWnUDJU7DK6FVuwMWgSTvHRqtwUgENG/MOI2wvHaGjdjosINraA3IeRyQAKYW5OMYW9wlDiBG2r5QuLas67fV49+2QIkflUseVMcqciK81FtGcgv46Gd+VLFKVhrFN9JoY72Vw/apOZg1m5taoFTwnJEEoOD0pGUoNhALN5zKyZY3Zt/CmW8zMSSeXPPo1kN2SSpnO6JHMQLU2DdLX4MwkL1utCXv0g9Tq0BhGP3qmstAo6Y16fpqf9zk8W3TMdTGQ3giB6eZniPSLQSYALWDOxRnJpYsvbaKr70yMkvhQLtCpMDxbfFmXxPBkowsCy0wqYHv9XfITG1/P6UDAq9xy3Q2gxBQxyFe2UfLamN9cqdTzKJ8bbHGje7lLesFo4zcOejW5BXTeePRrtKPBY2pIkPS27F21CqF3Jaq1s8GpT7FFtP44LCXy9VNjTrbR9Dsw5kHt7wRpULCbA3H2jSqZsaxwYFSbz7RLckhaEUtB7elMZB+MZab81UJWiakF3SKXAgfGNEOHMI4hgnIPjD53COOYsbmWVWzFlBnMoxOEitECrZmNf5VSmV6cBN9uSwI3rZg9E6N6DEtyPlxiSEY9Q93OQAS6mwz64OBfisSBMZKzUPwvsGuZPPKiFThm2XNmUzAQwWIco0KtJYdUgbYChrS6qXIYEvsyggONWiu4AbuRZRBcIQXGqE/LhNAvsKkodYKTMmQC6cb4IQqiYcVhOIzjC44VMyMtIihhRyZ8G8qbuTAwV1WjKiL4mqRXYBI18CO8NY3PG1FPLge8yw6Sllpb8Co4s1fnSiRFjVpLXKCkk8vGPJRwXuXJF68KEH7UNRyD3iK4nXIzMgKA4wHRuEUtx0iGFeknw3z04LhZRj8YjFFr04t5zrjI/YDvEI5trxSZjIcx7yFyl+VOp2qxdyJrbe6zYNbbqjQXNCMTGCGYLH90GYUOOCBjZ+nMfu6GgFtfJpfZME5VRAxmL9MYEQYHfiMgNRwClpSZADQd2A2TMT3/lPc7qg1+dgLXZ9GMNGenN9ZYBFEgqhysUG1t0IdOY7gQAVUMaTZSW9RDrh7dCFZZzQwiGGdST0xpTol0nGGjO32m8K475Uizj1GhrnJmPcmVTxJ850avsQmIezSUqTK6LhsFVGHOBXgddmsyRVRldmPyckSiw9RYx5GZ9glJstNklcnwATWd2SU7D/h+zru2b3VOyfyw2n61Z5kB6efiF6hPKHybHsZjLgxDdSwuGtyfjspyxv5pFeEnnD9aYLakX8iJw+jSbW3GPAcIm1z5vRcFhtaXI1QhzGaUe0lxJ8qxi9HghPcxGE3lACY6MqJ1wqieCibl6HCwPApptRoG3QpVVDBINfwa7tKSoRnVaa0myyf9mixGCohJUzXASszTKvdp6oaFxtxC02rRbTC/dw/tsWWXJBUEmjxS18VcwbbPLTKN82BihTG2Nor19O1mdyBhInxNFKQYGQLC11A75eJMJ18wRQ9dQGe4vU6OnvAzF17UZEPSarC7MMOAAZ1kgM+XKTW4pabTsdRuYRFqthr54RwSujFYAWPO0T3WZdG5w75E8aul5wWkWzJmxNyHTZaWjRxXSDE1sqtZrHUtM/6ZaX2GN0hhGDDWwmJCQJRTOJmgtFZPUvVOnLLGkNDuFKjCW0UwsSeDGawKVATzanJKQ+Wo5CY1a0SDYH8tqdCnYzmakuKWjAk/gwoUCNWcyQ/0WEF23gxCV10m/NcuN+8cAVl09IwtqHkW+XmjpViGySvPEpCHf97hwqx0xzck45xP6NHHBi2OxegM8TKNnl7YT+ixN6fzVgakEYel7sCIlwhGM4bLqajdTCFkOpLVTEfVu1SANfYcqvhhHMcG+VNUa5DW0b6RCoDFmbsZc586HUDO0UGd1awWZDy8QUG9MRNbn43Mh9NoCqOT7r3BH0g/RmvU6RqEwPjmsmF9GUU+QVe5tBAjosE9KtQjnlN4HbBUxrSC51IoO1PQZvDWyOwTwJcJdWSnwwUqC3YWtEa7JKSSThdUDL/SpU/LUJcZGszUt9NTpJ8mnQ3yVCxGCtyqNQ32UFgNmCQRJVrGm2E7nXkYfiPRqB08sVZiVx6xfJRqsAPh1Oirze0QjtE/QtHpNrhHEkRtgmLDGKvzkHHaCH4OY+YTrfwUHRTDn2g3WDtHNdziEb1YjFCyElFtQD7gMM/LGiSKqeCDOa+XZjdGLTmjJ6qu/9T1t0qRc6O12piexLdLswehkYWsqP7P7rjkPoMq3yE/ylKw8n4MeiCIn3XlqNJyYqpp5DvJprHgikph4ovjbneIYyAUsLxi3aLduqGx2ApCtbJKTq8iTKrCeFYPQN6V2SVORpXs60rUiFoeUEXB0o7l9MfMOD6jvYoigkTJt9O3hUMKQ5CW7Ay9BZkzDcCpJRfU1j2tznWKATiLBujzSU9Zmy0t6FDEM/OhULzsNOi1W7D8Si7OOdJ2I9LWWjeGamHyEqNZWjuzCUzaQaFfcwrnQPIYJsmxo9+GFBwE6QbVZ6NmthJSOMPdcoshecGCZFxTwBVzZI362lqhJ4RPzFiwEGy0NhqBrkE0McPkc7b+cgapJKfH83wggyoJGZBhsEqjkBk7VRxKswEhJzNwnJbpdB/Mhmdj5D4ZqSXIlLxpEp1KO4daYZKCIVQyHQeEFs+IUxhJLopxajIic8E8Roltswjbdoc4QoDTutEL41iWM5YtxH0ux4DQGVtkP1axVGyBKqk0RwkFFSVTWfO5r6ZAwFiY1Ws4hNoLCEKWM02KUt+WJsXf51BXY2JwhPINVsUaAdA2mdtluJrMAXZqqaPyAWw8HXrAWYId0NBXzFlehJhStUhjCvwnkkwr1C4TvWDGcIRCF4/jM1o5GJ669eWyM36TvRCkB6M7VlrKLcOP7CBewtwswzmPmA1XjdleAgpzLSrFrNHJ5KuX3FhrWg/4ozGpwtCZ0QKIrjByeJlsBnzDRhy4oKygo3FgqfAdk0622clf5JQWIxQTHEWMISbYdHY1S7BiOOnMYPmW84jVdWJoDHuqhLwcMqEoe6IO1ViF/LYUnfQWl/oOZjVjru9DaItC/NGR+kWPI+X7jjquwE0CdFYmSHhsOtlPkjsQXZl+0IjhicsgNCVHGVzRulFG+HGVro2Y3ajsIFcyc2GWrIPcJoXJFpPYGL1nq3ubXvqgap0WozJlGg1SGguvgLCYvmuAsaDEKtXz8hKDX4buqlHiUsi/wM1rFRJAow7DkzWYTc5miz44Bwi1JJkY1lzGNNpYhhMkA4IQZ2i/nDDBYuxdM7pqpTSFNeUYO+c8ggWOCR8OGzZTL/X1jFrqYHehaKWdbT9NJTUYLi2iEkIPQ/rKSC83mIeg8DZcis5kcflLzUyIA2vWyEackPYI6qMN2nMMHu3mzamR6qSXI9p1FuJGPrwywNVhMpf/MXXOjlyOEgl54+ioemrkYJqReiCjSj8JRXmGw82YXoFHh19uBtUnQQ3j4PqAvxvuMQvA6me45b2mC9qRuzEkhrZPKDanM30GCyY7npiped6LjndHJ5WzF63GyCejLBC2EomFXKBzyfwQrBkwRhng6mFJbQ+GHBoQlobSGeOvnOmJ0cZVt5M6ZzLkJERglIrGmOUd8wWt2pLNOLI0DWJguhLh43Ya5XlxaSCg4rR8J8llmsWYXdYg/mmJeNf5SpMPF64SoLAyIE3v1OeNGdnRIa6fmb5gxB6F4yFQyBaMnlDWbtCKA0CkM0ubRmVQMKXNREGuNWAw67CZJ2kh/7J2hUfc8imoLMnLG2atH+48qYa50U1aFKIank2NmRWSfIfmLkj2V7MgiPDg0uVzHGkJJ60G+mpnEaqQ/0zOxDi8fhvMGoGd5rjFA3KaITfPKXFhYh9hG90+JzpPIJhSFKNM4T4AnNZvyxODtVLHcRRNKYugkqgGrXOOVnUGXxq1+wR458iww1hgjOB8chps7hnehiQ75xGDwOoy2oE7WWbqcY2iTjwmyZu+nkWCRp5EQNOZERc1edBazDNWgF82wxLmpAjJ5DM3bDbH9FbysEOi7KSvpLVHl4o19BUnTQakW+MLJ+koXZGzV8GIHQykRNlpQemb2anJG4kKE+2qVjFRJ7yj62/hWCbL4P0biKXSoJkoAj1XXrNtNKozgPt8/ZkmKYPgzXsem1nowxBjmQ8YebVvTqsIVHMZU+pxXDNZzyOEG5gORlQbPC7ymHT/9/buUqa/f2Qn50/YOCaSOjiIEbmdgiInaFupDkhGHDbEeG5d0mT1JEM7Km/XG2hbai6YJ6uDaOmsy85G4rjHwNUFNaZTjzZirMM450qH8HEv8gut9lo4OGqDz9wI2zQtdxbYti23Qk4FHovRsdIT76VR1IjbSLXREHyOP0hfLcishP0dT0HgmDvtjAUh1J0E85iQ4PiEjdSVwQOrnZi4hFaDHfVP+v1rGsHg8NHrIiB8lvmYKgdDnpPznzSrpjyLMf+WFNpgqq5BVAFBnjQLg+WcXirmqGjTLB4nuWFyYlM9Nz2QbpdNSslgwyanuRMb7LAXNaGlOpqTeBx0R0lTTAMRTjo/5XsAWRyArn1oNDwaWwzHARMVDBSUqMtdMk7V6fLLWZduTwd1d2r3haK5eWc9WEojR9iMlgeIETKp0nJWhMTR5J/rpC3GjgrJI6DQQd3hwZJvN1KP8DZSFGdENtet0oBKkZJRlVsZoEx03Momlt17Mb5dv0Umocl3O9+lRUKaydNGTQwVGIzh3NnRKliaGVMzDfORCvaxW/naTT85LFWGJyZQmnplRLVxSSFagkXSqalMpXX8sHNwlbl9i+ryaYAgCruYw5eNEbzw/sL1b4QTJhQKuTJz9fTZdUOfrOXMGiCGPmXJJfLnknVqKlKlLfod/fOHyx+uf7sWaacuuCo4vMe1jH2j10AuKQVu0rSMdhRcFwSv16x/W6s8/AzB2vXvX1//dP3p+uI35fLtz9dy/ef1zyQNIAW9/kXL+Op6X84fP7+++O3X//Pdq6//+Pln11c/Xy5lC34Tfr+WCRmdIHC9/nip9bZjOJwezxvd+lrDD5e6hCPpyL+WVaWkGWWjxw1PFNdSj7fA8ZBi4fEgoEaWV9+A+sLFh3uC27At/ca9I1YRr+6NJAdRr5p0GeSB3j+9blSUzqnHk3GuWN0fLoNWHmH1fpUykCkkF8fjgZXBFZUmjliTNueHyxS8b7kKota8blHS3nmsj1CdtK/6VwzClanm8Q6S6qxfqSOZjLrW0wX1MN0DeiptvwCyPJ7BwZC1kLKis1h3/YfLxvsgCXytFbozYT1+45Z5jfHAekwvK22AepwT2DgzKlevZQiLfMh4LsWbBpScOmz4aGXkeJ5hD6DpWs8nWade7s+140zo4/2LgTnUlOt5KUxI3ayySnAEzVKL54tj0YW/yujHYcnj13P9Mm05Aw2EqXWgud1/b7sXBMuhqi2mSsHNreeT4n8JIp/XOTLjfsbzFWFgvlfrCKw8b54vSJ8XUlcREklgjeebUn8YO/R8kpuiUprn8jMWSFXP9Uo6Bvm9hX1jQos+3ym6r6RBeT7IaMMNKG+RFu4Z65chlZqFblHPa4hNrKeUedMj3SmGLbUPPLr8+//1Nf0irupdTzx/NQsTtvsaupq9UxwCsbZ0WYjn/T6QSkCwMqHQSV2cHk8KsyBfRMIn9AbI26Q5soTM6gNzMfRUT3XVKm1WEhI+EDRIIfhyMqHHRaY4qV7ugj/pypghCgjsmO8KfhtRHJteC35iqBiCsPEZVxy4FMCCCEwv6XIEEioUsa9cGQhjBZtvlO2P+3PpcMlW47glNq1p50PsKSlZUgh6Lg2lt7T7c2rSs3wRPd/M/aXflucTBd9Y5AjPv8bFl9GhSQgW3jrgEtN77s8JnrfKtRoUH0A6+4vrM7RLEFbHNanQU8JqHs+79uD+/gp6aGvE48Fo87g9usLSfIgPzykFb3FrWzCwSQfzWNsn1BqPaZldtHKzmkoJWygR3ZixMVyx+kqbc+wCOxvB4/i2QodUIPF8QumRY3e0a22U+3tmFBVo+XEoumnQy9wv80ha7P2uFdy7uMukIWK0HEfb5iI9fL/jcoZXjysLJUG/f3zFAFY2Qc91afr9bDfhZWA5j6V8Rsh13kFOSmiI55K4cd9KCRTTt9drgdLvvGuczTm3FBpk8/m76EivAbpD43Ri+q3dr3mizyp+WWgK0uy/VhQSXIDvo1aYFMFsfvl7H71RFLrf6fq9EMAKg3w3xO9e8kdl8laRYH7fPpZ0Meh3lNcaiJWNGmXs7/6Nt89/9Vc+8Dve+6Zf/I0n73r2d6T4rt9Kj32v/779tnp2+ezl5cXvyjXTbPmoN19+g/mdeGIC6pLBFral0iik+399+dXlz9dPfvMfn356fcDgyn7SCyuwd/3k37/74btXX/7j6/f8q//88qevfv5Uv/zlF5d/1e/9Tb1K02atjJN4XJVO5HOeXnSHK1QDMJeV2Z/uDhWi9915+/wuSOtXzwsa683TwczXXz3lcsbTV5cnz6u2dLf52gw9eZ65efH8yW8ULNZ9f/30cX1Pnr56+n2ePL/rtvGr58JKMtyvnz7+xqdP366Pdz8+f/J9fnj3+eO3f/Ibn+zU+/f71eWvl8tnOq5yP67vPwbDop7ffLVU33y1H6UQ93ueh7i+/kV3iX0qrZ8/K7GC7ffFDwpEA7/meGsmgi6R/eS3n+vfz0+vL7+/i1/8moOhf7L+Ivgw4FZc767/yfN31//F43f42LVLbbd4Y2X6M2v//e/178vbteenVyf9Ypvi8jzRE+mNOLyrJtJbKXmqbzKu8Wvt8UQ9PX0sgfjm3XP6pSZ9840/sIrHpzKv+VG5PRGyf973Kl/BeEVOctqvt6qSWAfmMma6ALI20RrcITZKWC794ohjZReZ1wbdxNN1vHn20avoUeJMUhsv/9erqOkDq9hCZm1pI99Zx9unH70SoN7qME3iO79nJeUDK8GPSFLso7+zlCePP/5swGIM1WtMP3nfYtqHFjNRe4KV893FvH388YsBfwk+l8FciPctZnxgMe+9I+9cnY9fjLQRw+X62lrD+xbzRGw/pCXkMDApYTHuaF51H6H32CVIbfQObPIfv/zxy5/eY3p//ut33/zjPc9fvOfZqx8/vfzlIhv94nf1iguSMm67zuAubmnCMT0o8ROKzJNw27hr2H+Jr/Did+1Xf0++NXVdg/S5FAMfzqfvi0J+wK7Ic9avoIceSViBWOX0dKHZ68sfL+n+Qr7/v/30j69/+vk7fdXCES1KgJLc9U/+1/zyX97++/b662tlv3Yp3wjER3uUl789Rp1+8caI1K8J0c7r4Ff+RYxK/mL8khY8Tai+nd5UQX34szCSS6VM/ap5+iyBenhSKBU6vjgqLORhpF6OL874w9Js5bFN8cOfjdmHSU7s47DGZ9bAtxsIRXlTPvLcIpjpmulq7MaCB9VSDB02di01hu/kx/zYsx+uk3gFiQtji4mx0oo1j0JBcIj+gOzsGhznfbTHGPKHP1xpwL6HR4/rjRheLpAUHE+Dvqo95dytfD46dq3J95UmGUfBzJRtFiiUj++V/RbaJRaSnTW0FoM2HxMWz704LertHmtdn1vuTIl+xnW++BR4NUroVxrOhwUGVun9se73OTXRKASnQqc5q5Bxl7p/7J1/bifGiOHdjljCEtOSd+fG2uxD78cPN1mdTlf+Y6Hrsy/uAxNVH1lEntcSSfY/bUu36srThT7P+pI6V6jRhPzPAhQqZTGYfJ2XDEdkosxknJdMRFNOo2xBdW5Sghq6P6bnn7ccuslM6joKBWE6hlOldb7Nwc7IhLeainNDBcdAb+dF8F7pYe3EPl+OGqVHDIRrjnFu93FlZ8mk+UEmRnjSEAmuEsl5edTnbWMcgtzMIBl1hK13iXB/JFF87vAWjJZMszAgAmk36UDjs3e7WPAj0vnD7TZJIlCufdzkSigzUVi5HesclVJFyPe4FYA9eUR9r+NH4TFYg3GiBgAiIUi3Rn/sRnlWKpog607TMAjM3oCRFEhsvJiG9Q4R5/HrMQ0FPhdoz4yvt6mfh0X1/GF6pAlOznQ2ILCCCAhCOXQ2pJ0JFbQz9XS8elUos2LEloMyqcAWUHgcDXwAbRsq4no+kHpbPQPk93Lux45+EQfrBjciI2ceJy08C0gFEITZtuFMxGxy6Yr62Kf9rFoRYIOJ08K6W6a/VBjgzivmLm1aTM5akxtdSZ49FjQ/d6WBYfIShmXOmxzbUpi0cn6xED9Dq8cZydNgJlRBQ6PlWK3oJHocpfncIpLAmPZ4GLA/SP4GhHXleNA0rZYxYX807Ad5Uca6n885Q8aXmxSAgUphGM66zXmctfydKL/P/naEw7NCkbj8qZ+9eKkgOUAkucoZ+EtdJQHTTuWo4zVKLif0bwYWi2lB7bGl4vlzhu+1E1Y5qysGLO6oYTGAJiiB5OD5OOAMr3uPt+PYnjuOGj2gM5/R7kPka5lMlTyXIoXlz+eDptaWLLX0haEHSwzIYYiUsxVUYez5yAP+3B7non/WdFxSuGJ0mWYUcJwDBBsVn42DxjjKr1nl/NGwHhVy3WIhWFrAdjLcsKjpgL7QUJnkoEvDTbAUW9Y5MJbOUsXhNcI6fd40iufaMGAmldqJ0fIjn+1+vzFGCztqXQ4og3cU8RqAu4dPM5MVDiP6S0mbEUZkSCgkw0Z4KVOIDqLIjgdNAcqEJs5yzUsBO85ztI+hN9KXEJg5QtzpbNtMQ3P84hgdOc/eEr5gYPlxRudsMdM/2iPJx/NXVCpla5ubg606XEdjGV5/NCfJLq56/nbk62j179ty76j/GaHnDfSRO3tczw4Q5SyM6Um5nTVQvc1gkyr9HGqLEFMlyH7eYkbeJMicUjkLG3U/tdZhoFdK2IqAea1n+/UQXJlU8J6DuqBiHUdmrqlxRWOOBo3Jhkgg7yPamAy0LexT6RVxbiiSE5P0HJAJvQbXuRt+lcxBb0/GijwPSAnLZRIUBiCldnd2x0GIRlECMMaLGZgGT3ZdZwsGVZZ2QUasOqCGUmcosKYjQRP66x7VFGep0MUXXmpnB5oSGYFMOa7GFc3k6aHrNVACASaqDqlYduLL4cYzu964pcKXOaXlIXkpNXgf6jlkTCkgbYmpGh70fQhikbidQ7CAoEYXyirObSL2KRjdLOy4mOLNvNSzVIwhHN96MkJX1Cz0mG521rCwOdDOpSeGG0/aBT4yA4pFxTU98OcFxzyfJQvmuDQMWIHpUFJkgH54yyh9Pt9+2kTnhDvovBFUI7cpj38YQeCYBL3gDjnbJaHzrgXPMax8SszQatkIJdBCwPQxyaajrujPrsz2cNDVhjQQVgIDct+7fFI+e3eki5juPKxoZifPB5ecsxWMphh0URvu6A7KF3LWjsQ3yU/O1dDG7TZH6/j951XQtytwxagw56ALc67l5hr3mQ7YkcY4W124J6S3qfxxtngxDbtuJ+qQGeRFR6ARJ4HQZpFMddbAYAoogy1vW8pK1o4qNkMwoYXM4AoD9UOzOno1ctvMax4tFSckDwvXKjQ2zeOH6WWhZCo9jld6HiXofzMwwTGjlBlQSWFEjKILhMiDE0qYAh4yeFYtUEEBCaCfhYL4tuRyvZ0k/Kyu6kG2kM+4GGGbCRPaz8oK7cq83/o4qf3ZzyYoumnwdzTxpu/rLSvj8y+uXRvs3DqqVFDwhp2p8pXaxDw7wGqQ45OkZav8BMa3vNpZiGMiZtvRtO+8mD75QZLUsYx5bvzMM9IlOkm8sbRzBVXMV2IM5O7GXpBOgaUX6rnzJsttFGzUNjuoX5dDWkVrdsLF9CND4OogCspOmaZl6WLKVjetSIYFIwElWTZctgQDOIEHL647mPEgx8YACQS4ctrzHBvkfjAmbNVzsvFeGw6ZpaMoZq1y+Gc2wksd1lvpK8alGvY5N0jA0vkuQZGXVodp1ZE1efHSrRJkx2nMm/SoU5hZb0BMjvrsNA5472SfazFy8dQYTihc+/k8+Hq94V8mIy+Qg0I+kdQxThoeSZjQnWS8NKCUyjhbjwyhf8+oTSf2gQyTTXVsuZS2DN5OVtKsJbrhz6CGHuHWmY1xdmgwdlxQp3ypxejMKkRz9p11xtKWHVtnFTjDQCSb65QZ6NgkOhBqOQCoz8kkJqesbsU0sWRoiQoSFEggF2+oH7nDAj/r7ME3Tq4wvMIoaQtCJuCrEWLnzuGAQRVqAQo09tuRRs9pCSnA3fX1hlPTkpmgWR9pnp+1zUX+15alcYC5rDKtpsUydbIyEolswLAoaaObYFcjIH8fPiDJ7EYKgazZphKwnQMJVS/uKddtFLWQTOm0/DuhTCw5YehVjILEmAUn21HPMh8jxHUes3mVgB1eoe1kqvW9au4lGeuFiWNN6v/PWb6IkPYMjYOBzQkuMdP9/F7Cgpt5dPt8cmgrKSuk/rxrIEHh4WFA/iiLYBLUNHxRALQUlRBFO6NtXDsQQnPK9UrQTRWy8ZbnWmkqqumsKnDL5YouLy5IooEom6MomhBYYtCNIZhgtZEtdTVvnQlwZZ5Vpkw56AAub+PSUZAwpsDScc8qnCiU9nmVMkISm5k/VjWAjFfFOzifXKRGR9TrOIqNrj2B4nIWea5z30w+taLxMwfjjWyeoVQKbKmTmSbnFcuvq42kjhHdzrWTi0v1vG0w1BQaGPtZKvqNYnqG0TkBR9rGJtMVDM8uNUkx1B1W/Qvl5tmIQUclO6HtfHbA7izsk5ySpV4Bz9B1OOkckK50cXe+nWxHLtv0feTsM3s5ndFHu63CxNHpJF3HjXKLrf875/jaLfKthZ4BwyOu9MYybee44nmLqW6M8LMCRlB+P2F3f95FgJdbInf2JxDNvHGWjBcPpo71xpmct21GDwCjM42Drlv+TxqPNMzPvZhepSpV4SCK3Je+WjKqKKCl06lRMngO1EYGQZa8eBW19EpWWqeM7o3cGnPExrnmNAffnT6/jc4CGt4SOeV8VtwMi5xbmNSpwYOSZsLO7XXIDKi9UnGSSsGV/GSa8vMOP9X/UCw5kSgJWyGVYTmvUoIxsd548UwQSjGtyRCgrnMj12goIOhrJO5Ghci4wTUnZN7PNwk+vdymlx4hBCSz36sRvddpjOg0K06v9Fy7xJQtJ0Aan9tGBTnmjq4mAniOxuz66JAbeBY2KP9KTFUxNBtjvqkjlcw7oUwdW6FM34jstJivW4pXdCrD39cyEiTQcveyqFMzzk6YeCentofUs1Bub0Yj5sO+Qei2nZbmBcfcYNOMMEKjzrJTBGhlUhb92tKvTrlFxfnK1WA+6Iz563JHq1EjC9+3fMaRjNPghsrKSMUb5oCxvTRXjeKgTBSmMNgwagZllIjKtWFlJQcBLnbDaDXBkxhzGIEESmUk6swncjxiGUYGfKZznVwKirnVVnU6sUqm5nXmc/oJFmj6pHXzz7GaIjih+8nsYIdIgCHqa3q5Q9kYyKWNyiU0JjVnYxtdmzS8TFoVnQKcRYKvOEr7PsWImQ5OQAXCgcLUEwdN6G7KKc5GXmLBRFlkG7tRMkSrwKJy+uzPVCJA4eY6MQeyopADW1XIpRYobZbVsUmVzCZL5FTgTFwO5sQajnaN0p5xbhBkSgNdow5hRAo2yNGSkflptzagrJSz70T61pSnXSnKPF/QPmlbfTuP/NmrEeQE8lHO4oOHsnuOERAGripEf7bTIAgPjn5Yyaggr5DwtqX7fJafdIuqE6YCWoVWkfyWBDke46TQWyDhnBZtVFnGvF6ri1foB5ICK7MF+ztdv2d3Bkysb7aGU/cGdk3MqppGWwpt7nM1mv4MFyVFcGIZhZPSQLBVa+eM3rzBmI9Cv//5POCY7pQijfMlfYiZz0xczQaAJgpNKZJQpnFB2oopowb4iIbmsrWKfd4LJjQhl9PhoRk3blKRg+AkiuQ7F1o3HKoNOldLGc3pCcHPHvD8OxkzCoCJ9DukA5XsPgFVi4pipjpqN1q8yFaVzZSNc30RMGHK70j9fHTaiVIY4l6NfCA0CUy20vk5ArSD2D3XM1jpwuYg7tEdV7sOBihXo1YP0D+rkC6pF0cHYQ+6/HgjmgE9oX40agfQmhU6pWnUOGJ3iSMI2pyj7No3Cmu8SC0E8iMYfM7WBhL9OqgROV+8aKVhqtUyRHNJB01du22w8lBiRBO4frYYfPoICGsIciEnKKMgx8YAbiMtqLXnudwcuFtoSK9nvULtwKIzfxlBlXFjQKT2YZ01bL1NiQPELueyXuYo9RoZNouabNO4vqwge4POrUG07uCgyCtl48PMO1r0eeVzuC+FqqilW/XmWYpQ4HEaWCymotKF0J3euEyYPy+LyyTHaNZgmz8enVy2tokbGSJB3VKHwd8hl2AQaC/ORZKjApnS2P0MPwA2zDt4Mpzx2btf8Sh0OYx4BuT/pH/P9WFEHGkHhZjDePHajFvKzfh2UVDLZCSrVVrGg5KLfQ6+ppgQt5nkaFhzmswGlNzOTgwpq0ZJkhMg6ERf97bgoKx+nrACWpEHYcEK+YrT5y4QJB/IKPYERTfBFeetgmFlbaYGOsttEL8lg4GOwANjnBjua1xRoPne6ExDfhLtqL1ZlByT+AvhZQeSQrtcyeg4cAnZkRvmJMzlYkoLY8zPO0H1pkC/oeFhR5MFrXsb4T4CqvT8dgP101wFg1E3LhKjSDrBGqMPot4i/RS1EYaZkYsi48GcQSNQKyUMB6bhEo9ZmL5Tz8gj+KfwaYwrF9kceT7QfTg3iXokuWEGU0OFYIe27noWn8Icpp4Ei52O8RGkzN3gO8K344MMaDHKaii51044yapK9zxU5/WM4sli9M5ARKfdrso0C9JYDMebiQhyG88ccfiBqdMmec5ANXkzzIQf6eytYZACxBejXbwzUk/gtdfz3ZCzNpiomY2unzv3HHXeRmMM43/pf4KG7/ztAM/Rsel48IgabICWIZ8p7yRj4FTe6oomqMKtKsssV5ihAIbSpp4XHGhUyUVvMFwqy+mh28xjkUNjOBJCHsyiKtugcSVKIoDZg37bOLzWiLFvp/1ayorEs8X/3Soj9KrF3CN9ueB0cayXdiwLE5+zgXTF5EVbnMVtviAVJ2pthM237G3a2cgT8cMqQavvdDZowxg2uIwYe4EpIhOycqqAEhRfXcsw7G0UQhYjiwGCb3vw7Zzu0tELxNdGGfRrAoHUjY51SXth4lgyuKf0A4ZZfz6HtqHXkcGFfsqiiSmStTGN6CgBndZqKk6ZHgQCNa85vV5NwbWhP6dzGJPzoO25GAxY2C/IbBmden5vFFoIuVp1rPSByNdfhnJl1iyTTpz+9n5jYlyZBvElWDTPFnFzwzhToqcFT4PPgVmzNPCNs+OzbpWPzWoU6OPoV/kbFpVTZb7pgDHU49ahsVxehFM22aE3r9tooWF6/b3QyuIX3BwIwUZHT1A00B3jLL3WoLUZTvlWsN6SqDaqscetMd6Z+adWdQgMLfJyje79gYqnd9YQzXkLXr85jHgn1YJyk0YxmkCRTElE55o64R/tbxy0VYFMRUuRsfH2uKU6pjWegwB0hkXJCiBKq3SnUI+Ecmu4VN0gstaBrNQaTDHORBqJ5R5tGsQSXZBNUJB42FFXrBuRdfrFPe45uF73OgeKW/CxaycMhg2kYszGjT5jTLhIowFqZUfBEomLMKZFTELFvXTA2QkjSJIYuOMQrGf09vCGPMDkQnu7Q3W0G2bUcQKZR1tqK2evNTM4dnYwo+MNL6YkLe2FIRBEieSoGY1rQXRUBDK3QyjDkNWOW74tZE7cTvfe6p7NDB6Sp2Sxhg3IlnRHnTLoHjO1jVwZqfJF57z0j1E32RYR82z1oa8SPWPFYZ+JyS6E+A1UDBfQna7CiWEygLyUZFSHBBGy9MkaTsCz0H0As6elfjo8Z6M65CGUOEAcZmRmuc/aCCa/e1WL8px7tegF1+gSiG3oNWJsFQqTbVQXRtMGA5edXE7QcBXplXO4kWnu94t3rkYYzNWusozLABQ0eJAzbAZxRzRUb8i803kVOaZGdQYFGnUOI0ZhMmLPafsRamSXh2Ea9WI+y0wzR88LvTJcxel+ZDyZ/tyNCyJAQUNRT8Y8PFLarTLC1khrxSw6amqygUqp6O+pYMqc4XmNtnXpZMeAZOliqmQt1sCZdUNXMRorOWnZDppHnEIgmIVjhpaBE6qu6HJ4e6CsCEBqBBM6Bq/QNmGQOgy6/akkM0IwSCZdENuItGWG3EG+UBwjpvUycGs7k92El6SrvC77JI1CcfMZx1OfRgMvxdBO5FXYVa6jVxhKoedMDv0mk1UaTGfbqSPbBYUpq2QobupHR1lOAiH4+hJEGGdTA/fCYtpOPVcjaIvLYOSHQW4xbqPRDb/LOVAyozGGdLIVKAmSMxhnrekuwInqNFWOcKuki41bB22YBF5I4RxKyIXW4MaMGUdNUOHAGA0jfzDlr+HSFCMMVO9jTPNuZ1jTb4khLNOJQjN+PZiyrPmEcP8LcGeHz4Vh3TTmVdC8cXoxmAtSO9M2LujAzhk2+sy4zdUIikHgSoU8KWUn7rDphSgGsd6+EYyy2nI7ZGBtpmIk4zo1TjnQoAMzmY4Ktcz5Mg2awfJkjrXjvkK6Ukd32nkSVZaVQXBnB2+Ra+QuGSR8D+u24X3axYiqRP6QobVyd53eVaz53s0ZzMUYOlZsEVqmpA9LaVoZz4Z9ZrqSleKnOMNim+fFKfdoST3fj5mDos2gX4AlN6KDRsUgIUqCZ9vpgOz4r3LEdEmcslf5gsGoclbe8C4lePcNpkMGn5Ik6cspDJ1ZF4/CRWMNaVCMlB2/mOOYPaoRnYsXdTgkuIwo8ILLFlfXKiWj+F82zPJqJhUMQ37CUSomFfKykDCSGi9eUiskzozhVTUa6Hft++wuCTTNJgeWZkEr9hnTtoxWKBpuiaqmYvivWDF6dByiDX6gXXIYNHH1FtywspBW/VKiNktS4UzajLHkclSsihnGKRZS1saKZ8AEY0LhgBlxQBZu9dvqrdq24bTdMRNP8Ir8i2VsVgORpfOrBbsXc/nq2RlklumkM9/hwslAmwXAaudUFLkB3dKyiuFmUmgkBbCmMyNsMc9DEjeMwotFrEuoVAJnOKVsbocQx5DiVimRaIZnQ+Ijk7YqhlNKxwKV1lZSF/bdQteENV2SzhipFOMqtVuDX3gYVZz9Xqc/5XBbTKdMddaBOGPjhtxzvXcZOYpOKpO8ebU4/uYqPRSsM7xuUdmSnHZwSgiY5VMM1qO4eK3WaXQg6QfonLYxvRfvivqTGSMOzh4F9WGpOZmdFLZxZYY1GgBEcILen/M5058rgCcP3QgarxusA1DAWKPHcmcIrDN2QwZB1z4z7duh5NGfGnPCjjuxKUERLC3DgR9Z1hxiSyf3OvC5y7CSjg/RjEVX+jhzn3Cj55RLMTzeNRjWCaQ5zGS16Howh+R8Hl17QPOoU3kqV15OdMz/cKiZg2yjGP7gulEFN3m3M51YCqUyfdkAj8hml+Uf5Rz2i0ClBCiKAg2PqdPN24wwGlePufLGbNmI2VDdu8+OMYX9fUHS5pQYE0+M6YfZaLGKWhgZ6Gl080ZZUMaGFac/vzEtTXjQqNzbAhVC3DCZGY2CfLkySV0bi8B/nU4LEB1A91GiDp8jhKAJnrZ9Dj9MQqC55zSMmsAFYx0R6XFOMC2K8BucoOd8JuWDEbRZRi9/IyRNzCYbobGpFbfFBG+vk4SiFYEx4/AYKsIQz7OVnvIpGL5RHLiybpMZPTUZFwTCn5jebcSvaCvclARXI+I2Ga6WGeN3dq7A0S3VbjD8QqFB5GEYcaPIJjDQcBjHTBxfyB/d7TGzU8bUjPQHPnSwzBTHy8xwPsu1chaRITDuVV6eNaZQcraCRdnyKSbdE2NaJZ1LqrAXo2yFzrCGm1nPil7IbaN9qsF+FNUXiQYnB/kP5sc0XQ/H6jZ6/ttKDj/iwF/K0OedP4sUDzm8Vl9GIp4JNZhxchUuNe2xkf0QAJGl03cr3jgm8lyQwTiAV/YAZtJ0ho/kmOQjJJoonAOBU20npz5B15T0B6wbTjRIUB7L1K2GAChalwGvHiJI0GkDNBpkm/yrvDth0POJTGgCUu9ENowVp9nlKDhHzfjsHfmg4x5PBJkZmtlimckUSDD0wfFAGPeSNxO/jZNmzuUg+GiRxFPJ2J16GAS5CoNYSTTeTGHOLue2OuJzchXoHHT6SAcMc20YWUp9dkoNyeB4wwBill9xKpMpyys6aEZKGPC/wIO7i8U+0hlgCbWSM9KCQMxey8rYRiuFnDcHE0InQuVqdkqTUx/aimS0IkeVmz6H1+v4x4mWDgaKGwhyteBtMnqj4j5Bm7C8Ys0VVcdWlxiE5NJYxpzyCLDoejhdwBTF5Eq7gZGdi4HUdUu7DIOOckI2DkNPOYNeoX9oBwlgOwiAQn95Q+fzKFTNl6XTMzp35I4FkZfwxdlXEOqtCfJVIxgbg+Olugv8y8aHZT0GhWvnfYO8sg/s73nMCNHYGAiyDK4QwpUj6fCMCehQK8ZYdSevSRNKAUwb48T7bUXe2EIWgdPRV8uathTsbrqqZ4NaBNNLB6GejXq9rcoA0mZEeR/2jcmbQQBvVXjsoMUzUjHMnNsNvkSrl3wPCDTPBXR0HAjdUJHicHN2QUKBeqMUrAYNPmy01hgwKPFk8JwFZ8idBLKMaB6MjcwJ7OfwCgE62EqyUb4v+ChnEHoupxpFV76RenQ0pjYhLYq1vDEc0u9DaMWiEoViKudmKKtOYwnOtDG7KOQH8jOnTJLUvE4jOaVdwferzdDeOXssLdFoODirn9QS4wKNpF/0vle6RIc1TYbxkZmSH6thjumRxgAMunvTGBE6toZ1kbMBbRqtwB3y1Sb32Blpw0S97owtI5JHQZ5DDUwnTO89dyNL2XAzmetlMBTqipKsqbUaxXMxp2JaRr9KY8u7i3594zbDpVG6Eccnl4i95eAsFvzCXEhZfadmvvUW488dz6owfmduw9LJfy10DULIcj46aDMh1LCGTLdNQsrJUkrBD/2ThjHMCoxJGL8ac4uIaQz4zEq3BgtKvXcGMzmj0jcNWrusc10H7N1N93M7AyVQVph8JzDGHlNOnRn+a5lnSRoEiM5QthaxLmM+HZefBKUu6dkjHUy/kR5MDk1GDSq4pb/gZKNbIsGUDK+4CITJJCEUXtdwntnQ8Qk7I1UhC+ZcD/gpYGKyVHGLcfTJ6iddtMsYFBmdosDWpkWixXQhqvH1YgfDQ/yzmzMWBYmfJVPnb7HCEH0ZzEs2Chk7pI4zG+O3otcaiorqVHa0O9mL3n6OtnF4wI+2nfJWuRGgu3WO4w+sx6Iu2bAILRJB2RtHJEMKV+J2EqWQdwspMb7Nuc+Jwo65jE7uSRslKcphtHLuG+OQYOc7F4s2egKwo06YC9kUWqGs0+mtY5ynZNOiqIjv1nUsTnInU6xFNPgsQXeFKQfTGmOwR1SXWLX7kGfiljtKkza8TPupldGQj8kA4LNm0VbIt8NrtLK1yOaahl6RP5Egf+7Tin3ie8D6Z0SuJt3Z4BVjiqTuR2fMWa9OJUpiewdehRPkGjRzpWwo75gNl0aRRTe6DWTFBvR454OGVJWRpRTkG3ErgTCCfUYB32TM4qBT/Rzkunfh9pLSOUDAFNsq0Ebz3lnY0Jc5TWP+p1z+zIXe26jT3AxMF8gb1sTkxeA7qIyN02gEPVOZZ+djaIOhkSjvll3/4fKH69+uhQyRTADZy3FtErVNIznT1a96x+3+Ery4qxzrqAWQKmMS7d+/vv7p+tP1xW/K5dufr+X6z+ufiTbrGpTrX7SKr6731fzx8+uL3379P9+9+vqPn392ffXz5fKQr61HZ04Z1x8vhUtGzfm1k8+ptKf+cKlwl2SKiDobo2MseqoFypdjPHKHG2fUvnk6b1QRadu6UNFg1Kme6s8tMyP12tetLr1LDwe1MxNzNzLpY1qOfrjMyZSX1vJ1QABQoaP64ZITscHgxps9etHk/OtxpjadKS/XuQDEQozxeBMk2PphMaGIwiYel0ELGUW9i54vIDyPq5CeLr9+WJLqRXcpTxdTwfWltPW0yHUeNkacZkpyFv7eYKS2Hmu35O0INvN407xQ47G2gFxCv64F1eJqsYzBpSTvzGN6ge7LGP0WtUElHq+OH6nHM3o96drWY8YAjVjJZNAG9D48zkzujKdbv35AUbRiiDYN53q88JwKXtNiWCRdP/GYnjNoJla/jUq6kac7uLnXju2oq0CNxuMAEjSyLkG8JAzLOkrKUZE2X281IhuPEfXGQWtJhZ6reLqxfWyDjvk+SePDjy///n98Lb6Iq3G/lh+6CrBz6fx1FdiyRBK47RscP4PNqcxIhkmVq0CMeLC/kgoKmSc3YfcwfXqo08okULkJVVvX+FI98vJEo/qkjI5foKsAJpBE981QJqYZ6yJUGilh85NgQPRa2NjJJxhgcx0SQIK+LEvbQHBwzKt2oFHCywq2EFpiatN1RrHDXXASHFLQp1wnjNuVcCmPgX5yEvt1Muyy3hemo7hR55frdQ4mO0CvwU0SDmY+YePEtCM9lsxNGiXaAXUdma55l7OGQ9dpuNfya3CaxWMkAyLN66KVcN/3TSdwgylFqmehWzFIcT2mdm5zkxdONW35IfE4wltaNR5D3BTvXqE82HNeEgmvEGJtVI/UPjcFZqxfyN+O4tjUPvz4jVhKnNL1e3zV0Ld3PfuuTD2K7qPYViTr8anuhWAYkcT7e/mNo0Jd+O5fePv4V3/j/b/hfe/5xeefvOnZ35Die36rK/O9/vv2m+rZ5bOXlxe/K7TQ7Lc39OU3CKmsRS7M3RTAyuP+RgFO6byXX13+fP3ks//49FP5MdLIlQ6rlWCM/ORPn15lgoClWzpVqOmTL//x9d/f88H//PKnrz69/uXy8ovLv2oRv6lX3fCsZXIkj0vU0XzO00vc2/v3zjIrGz7Cou+N1Heo5fLT54g9mfZfPufpfvNUZuo9TyXe96evLk+eoyTHmz195zlkAvH8yW/UnX1zAk/W9+Tpqydf58ljSex+fRBPH5f9eORvf93Th49re3V5+/jJV/nhnceP3/vtL3uyRe/d51eXv14un+mUyv2Uvv8YiFLr46/Z/a3EoiR+9TgE9vWvucvsU3n9/FmZHfP1yuOBjgKk80RmP/nt59qq+en15fd3kYvfcjAqTxYvhcjc3LLeXfzbx+8u/ovHL/CRC5f2zvFCOf05Fv7738NQ+Wbhf7j8f8V3SkcKZW5kc3RyZWFtCmVuZG9iagoxMSAwIG9iagoyMTczOAplbmRvYmoKMTQgMCBvYmoKWyA2MjUgODMzIDc3NyA2OTQgNjY2IDc1MCA3MjIgNzc3IDcyMiA3NzcgNzIyIDU4MyA1NTUgNTU1IDgzMyA4MzMgMjc3IDMwNQo1MDAgNTAwIDUwMCA1MDAgNTAwIDc1MCA0NDQgNTAwIDcyMiA3NzcgNTAwIDkwMiAxMDEzIDc3NyAyNzcgMjc3IDUwMCA4MzMKNTAwIDgzMyA3NzcgMjc3IDM4OCAzODggNTAwIDc3NyAyNzcgMzMzIDI3NyA1MDAgNTAwIDUwMCA1MDAgNTAwIDUwMCA1MDAgNTAwCjUwMCA1MDAgNTAwIDI3NyAyNzcgMjc3IDc3NyA0NzIgNDcyIDc3NyA3NTAgNzA4IDcyMiA3NjMgNjgwIDY1MiA3ODQgNzUwIDM2MQo1MTMgNzc3IDYyNSA5MTYgNzUwIDc3NyA2ODAgNzc3IDczNiA1NTUgNzIyIDc1MCA3NTAgMTAyNyA3NTAgNzUwIDYxMSAyNzcKNTAwIDI3NyA1MDAgMjc3IDI3NyA1MDAgNTU1IDQ0NCA1NTUgNDQ0IDMwNSA1MDAgNTU1IDI3NyAzMDUgNTI3IDI3NyA4MzMgNTU1CjUwMCA1NTUgNTI3IDM5MSAzOTQgMzg4IDU1NSA1MjcgNzIyIDUyNyA1MjcgNDQ0IDUwMCAxMDAwIDUwMCA1MDAgNTAwIF0KZW5kb2JqCjE2IDAgb2JqCjw8IC9Bc2NlbnQgNzUwIC9DYXBIZWlnaHQgMTAwMCAvRGVzY2VudCAtMjUwIC9GbGFncyA0Ci9Gb250QkJveCBbIC00MCAtMjUwIDEwMDkgNzUwIF0gL0ZvbnRGYW1pbHkgKENNUjEwKSAvRm9udEZpbGUgMTcgMCBSCi9Gb250TmFtZSAvQ01SMTAgL0l0YWxpY0FuZ2xlIDAgL1N0ZW1WIDUwIC9UeXBlIC9Gb250RGVzY3JpcHRvcgovWEhlaWdodCA1MDAgPj4KZW5kb2JqCjE3IDAgb2JqCjw8IC9GaWx0ZXIgL0ZsYXRlRGVjb2RlIC9MZW5ndGggMzMwMjggL0xlbmd0aDEgNDI4NyAvTGVuZ3RoMiAzMDkwMAovTGVuZ3RoMyAwID4+CnN0cmVhbQp4nIy3BVQU6vY+DJICktI1SDdDd3d3NwwwdEqLdIMgoHQ3CChISHdIt9Jd0i3xH84994Dn/tb6vsVazDz7rWe/797P3kNJpqzGKGLuYAqSdLB3ZQQysfACxBRUgSwAFhY2JhYWViRKSnWwqy3obzMSpSbI2QXsYM/7ZIKYM8jEFWITN3GFzFNwsAfIutkCgGwAICcvkIuXhQXAysLC89+JDs68AHGT12BzgAITQNbBHuSCRCnm4OjpDLa0coUc89+vABozWgCQh4eL4a/lABE7kDPYzMQeoGDiagWyg5xoZmILUHMwA4NcPf/YAkDDb+Xq6sjLzOzu7s5kYufC5OBsKUjLAHAHu1oBVEEuIOfXIHPAg8cARRM70H9cY0KiBKhbgV3+Y1dzsHB1N3EGASAGW7AZyN4FssLN3hzkDICcDlCTkQcoOYLs/zNZ/j8TGAB/Xw4AyAT8Z7u/Vz9sBLb/a7GJmZmDnaOJvSfY3hJgAbYFAZQk5ZlcPVwZACb25g8TTWxdHCDrTV6bgG1NTCET/mJuApAUUQGYQDz82z0XM2ewo6sLkwvY9sFF5odtINcsYW8u5mBnB7J3dUFCeiAoDnYGmUEu3pP5P29rY+/gbu/9N7AA25tbPHhh7ubIrGEPdnIDyYj/PQViQnq0WYJcARwsLCxcPGwAkBMA5GFmxfywvbqnI+ivQeCDGeKCr7ejgyPAAuIFyBdsAYJ8IHm7mLwGAVyd3UC+3k8H/kRIQCDAHGzmCjAFWYLtkR53h5hBFv/BkOd3BnsA9Fgg0QcEsDz8/fPNABJg5g72tp6P0/964L9d/ccoKurgAfBmZGcBMLJysACAD/HFBfni++f6fzz/r9d/WZVNwH+zerKjjL2FA4DnP+Qht/a3AwDm139HBM3f6UIL+OMIALOiAySQQQCax7jXZ+FgMYP8A/7/jv6/lvxfMf+wy/9X2P8PI0k3W9u/xmn+mvC/4yZ2YFvPv2dAAtnNFZIUCg6Q1LD/n7laoP+ksgLIHOxm9z/DMq4mkPQQsbe0/e9lApjBLpJgD5C5MtjVzOo/MfT3gMZD9tmC7UHKDi7gB70BMEIe7t+DkJwzs4GIigvk0f4aA0FS6s9nlbA3czB/yD1WDk6AibOziScS5HQgBHIAvCGfkIQAefwV3gBmJnsHV8giAMRLX4CFgzPSw+OyAJilTOzsTB6sfxmAAGZxkK3ro4EVwKxuBXpiYAMwy5vYmZo/WtgBzNrgfxAHgFn5EXECmNXAlk8O4IJ46AhJc4jT/zVxQ1ZYPS7hgUCXRwiJdmYlO5DlE44QkhYWjxBC0eLJfAhBC9tHyP4w+ckwxwN+Mg5haO4AqQsuT8/k+sdo/WiE8LR0fkj+fywQqiZmkKh5vC0IWTMT5yfOsULImjqDnqxihfC1MzH7YxKEs/PDO/5jgLA2g0Sare2Tl4AwtwQ520FkydTW5dEMccDkye4Q6g5PIIS0g4utiYvVownCWkTi8T0f7vcJhPBV+nMBG4Swi5ujo/NDLP5jhFCGBJatid2jCULayc3BFQTh9x8B+GcEQt3ezc70QUIsH91m++vuIT46P5og9B1BzpBC82Q1xAcTO4jV5aGo/GPl+fu0P4+CKCGzI6Tc2duCLJ5YgX9b/zUZ4pmJy8MWLjaPRohnjrZuj66yPzyGw9MsYYf4Y+XpaAV69IWd8y/iYIdHhuwQX/68SXaIJ14gZ4dHA8QJSOPwmDwQ9q7uj+MQ6WR2tXIGPZnxEO0Obo83xvEQ7+An8cUBoesCqSv/YAhZF0gAPnKFiAUz6I+L4IBQtQc/JcL94PPTLOXgedjGDvynlZPlv2FgDimzj2YIb5CTm8ljnnGyPjwXyOVB7v6cyvY48GiE+GDySI8T4oLII4LQF31EEOpijwjCW/wRQTg/hjYXhKvkI4JQlHpEEHrSjwjCSeYRQcjIPiIIF7lHBOEi/4ggXBQeEYSL4iOCcFF61DwIF+VHBOGi8oggXFQfEYSL2iOCcFF/RBAuGo8IwkXzEUG4aD0iCBftRwThovMouBAuuo/oL8EyMbMBuf6RQjysj9n95wDbPwv+zC6eh7wBO5u52VnYgh7jkYfjL3GF9I5Pk5yH8+/t/9wb4sRj2vFAnDB9RBAnzJ6UCYgX5k/gQwQ+gQ9p8wRCOFs+gRCmVk8ghOHTAgSh9qQMsEA42TyBEFJPygmkw2F+lETgQ/WyfwIhrByeQAgrxyfwIRWeQAgr5yfwIY+fQAgr1ycQwsrtCYSwev0EQli5P6mYEFYeTyCElecTCGHl9QQ+KL29+VMdAz7UJ5Ddv2wPouhmb2ni7GZna+L2hNtDiXIF25o/eY+HMmUOBkFKCviJTw/V6n8qDfBBY1wcTcyeLH/Ql381Lg8C82frAnyQlj+bF+CDsPyrfQE+qMuTBgb4oC/KTzHXv5sY4IPM/LuNAT6ozdNGBvggOH+0Mg+a42Lh+q/SAXwQH3vTf7n4oEH/6nu42P9sfB6k6Glr8yBGT1ubBzn6o/d5UKQ/mp8HUfrf7udBnP6P9gf4P/3Pg1L92QABH+Tqzw4I+KBZf7ZAwAfh+lcPBHyQrz+aIOCDhP27CwI+KNn/0QYBHzTN5GlvxvJHIwR80LV/dULAB0170goBH6RM6Slm/59mCPggX/8bow/y9Uc8/9Gom7k5Q3oP179+U0FS6b/4r1/MIJAHyAxpdsrBjC/I+nNQ42WlCKE74/qQwDjlutZHWkbvWecmt2tUhETairSARedzkcS+dvS5VQmaM+EfpLfeu/XVCKEN71W+/fa5MYpTHV3/hjQzgtM9nLcr8qWL+DkRo7rwhs+tk4+mvw1MPXSLLGWWkxs3qnIO1qV7p5THl66Sn99DptZVNio45ZBvSsYYozWi9P0LJyizTdMn8V7BuzISI9JhHnqgTZydj2NmDt+TysbRI/nuRbPle+suscZcTXrNl6mzurTiU+Dr4hHDnMHJvq8lUQZdzjKvcCWM/UwNjls/fCk6o5nkPBxSTyTk2TXf54OPuoRI8zK/Jid/08cTDfGN8ztPivyysBcLk4Hs84bR3Vmfm5Rgq1zYC+Uu7w3Car96ZMm+0mhVHuDJDUe3QbGkw8esKLKWORhhMtlQzlDe59jwFI/tFojrGPOUk8lqT+ZmbZSfi/We1tKdIhw8ZWISJSgWFLpau559S2kXyeUoluXXY2ACZntLA2bojxq9i781Lqea9HbDr0OKjR5K29dfdEY6thpvE06WiQgSeL36tZU1lmLc/s5PX1FP3+RFAa/0is32DYrRFbmZszQ/lab/PBULXxL9qc3Y/PR6qWj381GmwDECDVhbQeU1ImPD44qL2LjPaJm4sy/2TZxKPFO+37uvrs16ChBHqtyghnvWrbgxZDjn4wJa8eb2n7mYv/3xSePsKA6BeoEvs2ikeezgpDHMq9w5MNIrXEJklnx8TA0rbd7VG0+VuzZDM5NCml+UL39HI+RZeGf/23hRinz6GKtB7AnXUHYUvz5KdDTErJ9me3i5NGLtyQBCofvzdzpVKL/CCAZ8obGnOTxJJkPd/JVd6ZHIK2Lnl7U6tdB5JrnWmejl4DOQKmjTZXNz7XNxxmrUPWtpQnpsCULt3LRvmCtBGdi23yj5gix+sJdvVik7RHfb33HMlTlJkEaIGmsu0xYPk3US++4aFix6OZeVyzXmriFiAZq8uYxTFL56G5wLUp6+q1uAtxj1vZ3lnUT/5S3SHIkmL8eAJb0k1Y1DPphDcrghxyPYD/D2p/N1kPlOOw1Hex7w0T8r/irqvYLjEL/e2FoUv9anYfcag3oucgSujlJQX0NdW3OQl7zJaGvTYFt8O+XRHc3XSOq0EzPWUBrbttjekK0ejHXtiSSS2XroeCj4ztjQxOWEN1/55KzNmm5HF/sFUzjkuUrYcmTe/Xa8ZeRMJ+3qTbE5DCYqORAj03sFvWf4XIyR+MT8eFcLLQoKHSPv+rPVGtpXFkRmtRL831Hs6EsyR5cLwYh0TXV7NTf5nJcUJbmZSdEcwWvgAW1nT1FOd8J81hcz389i1PU+Kofo5uIg1PUcHgzJItOXKUkfTNQk36h21l9bj9ujfR/H1gtVUCqLeFYxMQySDGICxkeEwe+I93yHWRKaI6hf81OQMALvnDA6rOUiIDlHvtIMfU2CxiiNFX3NR83RvLyh3ltQioplp1B69TXxbCd1fgsHvzBUI67wJNX8/f2vnk5/JrwO2+B9HW+/a4BX15sZPD+s+mTfw4+mcFpBQn7JCTeaxI4acsHP27h+X/oX+oVIoqkNef9uTEvA8fsygfjtyvC18+pP1svv9CUuxLYVOG7zh4capu4CmVxLeS43tfJTroFf7XuqGS5FTPWocl9Bt+oeepOgcoYeG2cpvUoqXRQ0uHIu05RCOqxWi0KWHb5hIFR73hRBiT5GM3tKAu0haPaJaOR7gB/2PnXgFt4HJpEot0p+kt8KmrJ2VPdRkWjnc6aaUje60ekZjfScO9u98yKMFjzUseasHbPl8rZSMftZE8VHGO8iYrnKWztXIhuy1jWsYyaslAtcgom3krG411Pf2W8pm8JgIAMNhA9kdbB4bWeM0E5UyHEd6qALJJVOLrx7AyI9GFIj8ERsbIfXtX4eSWtm5eLQWTkLqMUmNpZcNXtzxlMVMgjjYN6dRuv0Ud8GgBbTaZ85uFDEOablI2fuLGhcQBcAXpfPIU947HexXGGkU5r3+okbpkappnzJQfjo4Db/vezkp3RomFp2x2ff4HdbRCtomE6L0BlpDKvSUp+/pmzDE+1otTDyr85REetobHxpiXzPy67H992Lhfn1y8aR9q/LJwgBTkVG5HR6fOkrm4fSg5zzN0Bzyyw8C2rb6+hneKXDlV1ibkwHOmZG0ldMF/2HHD2cfJtiDpoKhEodvlI5z23DbG/tCwXuyrhMQwVTy5hL5n50zwhoru33LExV1afb/fDZ6tB36DfXEV6AVh4qlzM327/4VaKcKinworlT0Efs6h7na5FVKHmwXjLX9ZH9ZVIYF3/Q3Fm+T8fzZTk/Z9VIzOebx69ZHIYPFK6inC9yXgehrtAgh20dw7jWm+On2h5Vv4mOoyzSxma9uTo1zGCPK57k8OWqaudl0h1RfDYtW4TKsekhFUD48Y2PUschV9+2fj6U5V4sTlHTzyDMzUS5JgwVqT1ptYyC5iZS7uC8Ufpccm42d5qcjqLTpJr+pRBtw41fhIAdodIx8ERtSMc+ikDqvjYUsQKu7OmWl9/PZnkBalSq8CBUeTkTrKbSMA9MuxGLHzHPVAoqmAokAl5+lnmbMcusWJBkJzyhYxcydahD1uMvHaRMXFeYQPAz35H+uLK+SLW2MRQd0dP1+G6iaLouw5z3uXIlZYRIoezapTyUUiLnEInANkkMHMqHDnqkWbWRutP3qhxn+rvu1Ff79hLvicb8x0kN6VTdGYTVrPy8GF9+vvA3igTa/960vF4ycxBvqmpMpS7ZzJxvhYlgaaUPGdmOxBnyerPVbC1QyZrUVamrci/1PK5W/vI9O9+8LEOp3BuaT1Ie1UwnJB5pVZ9oig6rMFeTp3m5o4U6iS7bf02vbuyTtUAXsZEpMTJRR8Y6Eqa8s8qV9ehQKgneeCZKzv+9Kzxlw+iZ3TaBEp4SqqklWecg793X7ezqUhFkf2uZ/NVIEa5Vm8SVe9QvuU1iXFiOSWvw9NOj/Cpc+PJbui+x+y5YEvcbdlpoaZtjAayJOaWW8aMwRItKSfnRB+J10l9D9+dFeQp+44sPgahVhXLNcd5XtdEUuF1FWbbPRwhhmGTv03lf6ETzZtQYF8spRmuPdkTmTkYv2Knnn6acLPFl+n3mxIUiQank8+RuvLAi9R5xJl12Rnbm9c0Cy6W85nqvqdF1JNXkl22A5a6M5odPzlUsae2aH+c3iWG2M3ls0xfiR/38AFsik8MJtdo7pB+Gbm/FuiHT01KRZalotJTyeRx08/RdQUxDTojI2a+lFyjYnbeTUD/1U8sW8b4AqpS8A63h+aoaWMYDPhedaPP/vq1y99r7Ap8QMxgdlS447lDI1mYorEOmx82tHmRzfqFjDD87T1Q6swqkiCg/r2uHV5OrkThV6llrzOQy2Q5KW4lCzTBIZjXadLoC0kR/TBPDiniraVa8ISTFHZ+qB4PJZ7OIhKWP2M/bnVjLFF9j4eeA1luIkLE76TzUoE/m/NzEBJ1s0608emZjs7NXB0xDJyMpg1WnL3UxXuSmHpuLlVbzczq2orsWQVHHQlczkqAzQVMCO3fmq+zI17zv1ngOHCqs4SoJMNtczUJ94GzUqZCETTguG6e3mrA+UDYuN2G93gJBLd+wNy9dh48Y2rfWimrRsKOX2vTkDd8LQWEcnauPA2E/OavzYpyFndnxDtb18mqItU/WfdYk0TwTKnZN630RZBn49kzFrVcNHPLyrpaPdjdYcw9WLYt3K6FQdX5Udpr6dSnrqADQrU78XGxEdtza5sPL9PSBmdqjMzj1svldlJQdSV5QCdi5vSNoqF1MvDd9sylOQqY4dziOZ1upR7dYoCvug1+Hyvs4Sy+WkNpjNpVyG9JfPJuYSbRhiI4jjZUcfVffKr6R1Be9OgsUS80qRqiREUa4+ehaQzTm8YyNgU+EcMhaXURtnRhWe93qLeeb0zvroqwPsBLXy5h5aPLS9WKSV1wnur9XfChEAcIObxibu1jbbpNrsbRRx/ESSd+NbAW+NMuY3qoLwSe2G79/US13retdZvLMQ3AJH2PJYMVxguDaU/zWRhRpsuFW4Fmf0YUvOfHNBw9yKhrqZj1jUiWuZ/k0jXoTM14embYf7M71RWByDQEcNNABescVCCxoHCmWQpcSW348RHDRobQX6Klc6RErbvADArc457QxNxZ7n73SjXRcM0zN8ZCRB5rklqoEouXZxCsEbE5r+WmnBNriEXtUzk7ww6J9hWVy4qgGabaDb4pDvrMdW/i50SEz4+omX70AvrNeRtxi1hThtim8+mL8jW9yMpH+GMdnGelTusjtVyFFcKiAGc8HOnojY4TyHQT9mD301nc9klLPg3iafTOliy/SyGApAc/rNjoV3BDxGbUXRCuTGEdrB0w1Tr+6UOZptoIHVOvhdmXwOGYpVEc8iGo3NJ3nxabGXzOh3R0e9U4BzcwInHKSBJJwr6xRPsr5zdezSRhrBMRx295ybLtYJzB43eULkshw5ZdrbtiHbReVS/bAyODy1hGvBOdLa1TjLELP9B9yYkOLhZTk9cnATEEZNDRfXrXQcCdcRznRiL5f4zTW1hzv7AlO9qCxeUaKBnYQy96P9UfF7glj+nHIr6cllxdfpsnWvJ97rqdKinmL0a84zohsYarWL2NXQgFETHCV6NLfV1VlM7QVuzH6xEGh6E/qD5WpIi76g+wHvWISYnO0jgSgCp4uYvUXwggaDLG4wEtM8Mf4H/SUr5L3q2d3Yk/qp4Or197N2x9M6ro3xctOtYe7KKyg6YSpJMAhZxVAByQyfI5vi2wC1Qb1YbXOk2ARAEuOO8MZLBS7WnA2McdFKRFSqjlJ5b2uNdeSB2wHSZvKReoyLYqK6KaTBL+dVWUGqlIQIRscLbOJ5SXqSW1F/8pA0AIRTI7o7IQM+VYaJbYUM1aNnmGUouOV3PHNyU9xpXt6k7xWX691/mYbh+IjbPDMfADTbSKZqwNKS/w5k96X3mqU+li+XZWUjvHS1wC686XoF2JzXBmUgeyMbB2svHpgS52fLYTB59zCvGIYXKGV+WtXYZiC3buvY2VdjX4qZf1wHDtH3/hENESLYvTbVmlgXRVZrMPeKMlBTGNz6rVp9fyONCraAQgFlHVogWwcYdJNvqBzYTSYYSTVVPMWlU5G3AH5JZU7WEkwMo/SxeM2s6g337m7aOdu+j3lWwWZ9zdIKvzF8ZcTRSz65AkjVAuHVIy4AtjIDBb0qWk2hQOMsP2BVZxXOAyiB1bWY7mkwvBgrqksxYFz1qP5fdrTlz+uJJauFwnIcVXv3KDW/SpXqF7dHjO52W0nJ/ibLnqnDkiEyiRhfWUjgan9QP5cBl50ganzgg4vcWFIpxHjzXdq3JLVNzXMGJZJRhUq0BX0bR1E4/O4OmCuFpepD2cpGFBovfcJcYyl0lhyPJoeuLMimSPjn4G0vrjkbCQnHezaDK2YhVH3Gr/xsRjjCsXUzF45frTekKg7a9WWMN+NcipYv86nq3f4Rgbn1GJLwJRDvtvzaeZ2zes0PI+28cBK2I8tuSgg33ITWak7pdrXFu65765AHMORDpFNwIDDLqlzG0fe0A/zzopuxl55ul/IwJEDv3DTxZXoN7xxQLmF28yCeFFK2gLLTDwJruv4ZkHRNJqMFDz2QyfcrM2j0zsr01BoUB5f/RrLL4Tr3eYlyYyezEy1tBWD4yQdszGqCKRB0km5/Y1SwAvVfZ+8iRRXNxZKMvOpA3WWtSUKpvn1RH2jzdVAnzLhX3QORVdvSZNDpEhq3pByD/AG5Aa4EiqO57t1JjmFbKcz8GMSysf1TiJTDXxoTqn+9kpurhZLRSJODr5vQXpOrSCtmiVCPc7U2bP0XSnV+bJCi0opqmzqjvkVzpE5L3pT3C2nUaS7omcRt6CAgUZiMZ0nJuouOybWN0iHk+hnJ7mhXn9ve264NffbCZXVbjBF2h+QNG7MqA/gguGjUaKyfpVWZf4STkdh9Rfp1/kqGfssnRgsYgZtYyklj+H3fjBdo99pcV+wFZ5HRo4WQIuyPJsHwpui2kWJCnn1WDG3n846he+2V2X41pQPFDDiZk0UZk982aS2elNvFvRR3VHb33Bbe95//r3XaOrL+GmX58hYFEehIvvT+lE7UoUq+GJGW/BbzGTSqsrK/of0Yr8Iu/06R88KrCxAMHqcmN8VcazNrT2svZEb1WGeqbLFyIBpv+bLTvgUo3TJLpdRG6ryBOwdGH1zJYb6quNv4bciIbTqhtq0yseyrQ7t3G+Q8JFpefu959QQ/CU9qJO8JHFIdACBpRdpP1f+e4DXNnO5APdoqo5Fnn/QER6dFI8PppSy9uogNDEaytocy15/qLA1KTH443scgegYYwXkj37BIae1kh3Rcg3tlL4vrMS/EKsxW5y8FQsTn9DdAr6yO3Tbtx2Py/lxpd44sSSY7H9JW5mkOx3THC0yfFy2z21385YrMVynITKUzrf/uflCd6FEuij8j9VfAHTgT6YsGvzxNsZ1273YlODIgsq7++ekAV5TN0YYnrCVc1klQJdrmW76/Pz+nxzn0h7QFij3QhOv/SF3mrCTKPDJWkHjarzkV/MRUMdTETOiskZryN0AlnZtovbXiEm/VcqSqy4+KAa2fdCg1NTvLSFOXkMLc+TxDlk4ziUzjT+sk9eRzLeGKhwuICZnjXDxLbu0ai+3XOjdsC+5UIwvclgpxn58Mum3+b0FKVBf8ljnQThWW4Ojw2xipUoyJ4mbojTYrDFt5kU1U61Fp2DRwRbRIPJMjSp/s89y4fOKAml/r8GU44+GNAazCyt5Sz3eWN90zsNTG45gonXhjb9oQ6v5f0EAiugWkRiTBpn2XL7AcBq5ut3Ljf90JxsQPbhYIIorO9MZNXXyiybH4Cfa6yjDERdzaAKD0gLCvJRsJKcc45LCyfmS8DDgl7Ba7iJO1ZRYL0z+8NlVG9B8jzO32GKs/UV6lM+NwAFfxHiqoOLSETU66nXKhDatTvRJgkiw0ber6ACoCG/zCqS4dyo1p1CM3oJSHr9M6quzvolkr2BuK8SLY8tLpGfu+FKiWXukJ8ghiHAc2cILDmk7xnyjo6exdgoQxm315xl2YUVjxfSmYnsJ55jNDqC0awj+GCI8uF4iSyE92ELt64qh9yqbG0V9hLnGoCPhAlBrqOB96pkJP13sSv98mZc4M20dpsbCWhrV0n+erpOah3LNRWjUmyyV4BI21eto3IU6JxAD4K89zHRz33r0woXEuC0dsSwN5ySzLumsmnVSUshP1O18b/W5+LR0mAoRe0NHWal5D4b1FAZTvzOFpossI7S1EL3IFJLsB/8onFeyjnuj/FNDupf6zJOSKLwL2dYCr6hVnVMrPlEbOw/w8qKC2LX3viS85gbhkEmeRYrqWDpEWpC8678THAm0MzW1GHX5XV1dPWdPh/KMG+NloQleJj+9Oef5GpcO8gWC7vUFnSHxj0xbi2RQRzqQ3babe6yjg17EEKthmkGwb037fjLO/h3jSas7YxMLNNUqp+2oCdxGmqVdMWVOPVl80CxxbpNM4b7jNowRJk/KNpi3hmfZ+pY70ZS9LdOFk/LGYSt+rV3KEre70OXDb7IXIX1vGtpAl4QkcSx5ibQXNKtESXrHJirkTVNQWz1unA4Exu08t5wyExxLHNw3KBOTwYZCC4GNYlSspfxDxNlyJmzYaoEH5lCDG6CeRc/f373EKX/9oIatUBtuzoG1NobtU9gsZ2yorCbb4JM18tfqT6lXjQky36jLuY7UmwfcD6J15ztJwcclLMG8doUKOAK+Me1a4VWwMj3cz4ksHJVyME6jLn7pV9QhGSEj1fuWBq+hwkCJrW8bryizEzurwURqA4T63ByVwICpzw2vhWcrRF4G9CtuRaWvHtrig8/7d6XD6rTHON97rSI7vpdOduw7hy6mK0E7qttz3YI/4pnffkHRFbzmO35TGOwbwHWHgIuu2Tie/HmAcG0fFe/5OCy9T++Gb4K5MNNpYQMV5onY2a7D5MXcKGaJI2H09sqRE14QQ3jwW9It3MwCk4jns1l4pjnlCsJblIQBkXr9H3oxr3TZmcjbQhZyi03Un9v8mKNNIy5b3X1eViz/ufZkVyXVB/AOYbYORmrbaaaVgWIFhylyJ95t7einXXacgST7/XWH2lTctAcB9n7HlE3jl1c3qIYMWpfTksl4iOaG0IbwrCcxM8Z6pbllUD7lFx+VIhDMisdfrZSvn1lr0srLLnaeavYJ+OURbcnY8o9SgeP7NpAxo7xyurp9ZD6POvBnIYd0+R5oXI5Y0GT9bMKY3augU77f+gi+or3Xz6rHCBlHXEbYpd+plUYV7maAXm5qrjA9ROXsctGQivM4kaja5XsT+tab9bIE/jgsKJB7TeDzxthevAqnzvgoVj9NdI+lms+N03Maj2Wez0EINfZsu55VE7aZGEkH6CVz9+ujZu9XC7pC0nj6KEEvIkxl7Ev1LXdIr/mD31NSLsySTZUyfWXY+pFzyo2jtXJ4qDY/8CKHTyT2CLyvYBb/Zf8Cyf1NOLOeN6A08AqhF1p+Yz+NOQt94ggLAUsXYzCKCc2+WGD28ACHOUexyif5xK1bTXoN+9TYA/rlVd0ng7Y5TGwcPuxsP38SlnAcFcWtLB07/iRyHnvN8DNfpJIMgL4Pa7uziPPa5aGS8e/wyeL9sgzOPYRWZeXcpRssg87umkF/x23iiyRYVzmWnEGBXTnej9SSOpzE5Py/pGpTtzEleg2WAmPrpCIJLSMiARrM71fvb9wb1b21o1yv2hnVTWHIkmFK6nF2FhR0AkInX2rRtJGHzrfqf/MT4f60RbI405M1aHPVfAftJyL9GwkT79gNqYt1283KNxzxKthTb/cl4+n7+3gTp8oVox4CV64EJC+y+KuiY5x7qvh2XkSEPbxo8bQQX2+aqdl77ESnhL0RQY+B+iReVNuiT3OrKmafUhDhsmdlZA2cLq5UjpK5DCerm2/D+gmY13S5yIhCrH9YiapVImPSOcBjGafwpA+IrRdptW4pF6uxsEvtsZQFLtopql3FMar9+pVoYTzPYf2sftn9+3vjHekjeOglyxkagdEK+1HWnFDewfYvMKm0UemR23hiPq5hH0RyRnI/HjXVl7lR/eAMKWwX1eUcTv+E9gso+7ZzBmlMEq4onJkEUA19UhjYIiVn8+Um9QWLzIrce7YQn4M0f3jUr2vizFB5BEpbIRpXsgnI7HhCiDHT2Tc+vWajOOP1miXwOq/mLOXnOUuTYwlRgJz4JRKAXhMFpSpM/VptZRpe8apdcKv3QHq/1EqxTx/gSjdg3X8RoaOkw/fmFg5LWd3Jp7/CjmxkVe9ulohRVHn8WgQ7wasTR/Zt3o+9bWTs/W2aRKu3qF0I/pYKWxetKGi40wwwdRee+IPa1Gz1aIHXYpdDpyq8RnchXVB3nZ1Xq4ylcNX3lWKMR3EXwOJxSX4xzB3yLCU7PQKTBPGEkuy6V1a5W34HSGVsVq0mObOZUdCLTr9XK5ZWK2jeOqscExm3zyKz9lPW6XAa2NDrH3ql5SVVsvM4FBcwsvkNYkYdjvo0N2Ij/h4S4Uf4/nr+K7z+urzl21oBordtHamT4FZX7csG9VlgTRHup29ar7dVbSwauSu/JyXjb18RlFXF1/ySvaZUOu+qFQNWUteBuUYGjtUjRNlvHL9rC7xX93071OAhTQ73TU5k1dZSD5fUn6bsWE5Tbdk1pGmCoMv004/SA9lT1g21iZcbdgp2SctBGM2agXtKxy4I2rrCu8sSU2m3pyyXnProXDTjjr+r30ZLtPIQWn1qhtO3tWhuIrW2cdbGu4vUWVFaK7aOurZjwXwG9MycbZuxyZXBaOR7GayLTOescDYen2R4sKuHNr0XwcY38XVcwAmK07+6CKfmZ5AbBWGKnIxTefVHrtuNzRh1rFlt+fdtaNPN0Y7XQyeaTfORpbxkamL4y4lUsakVbrY3uN8OEtED2T+8uee7yZDEpUW4NCn/YSHi6ufYn34S40zhTUj6CfztW/Swb0zh8NS0G2FvlGWVgho1Gk5lQBYNbboAYUVVLyy1+nV0ARGM4nxR0hSCvvBBtDx8+e1LRLVj/Ijfjv0du8kBQ1V3lYP7dNUJu4mJNX14h1jJrKEOh0e8Gx+8tX875Pk6BEMPNUla/NLLQz8SD3L41kRcRH0pTJnzySjtaxz05UHJR6Tbpeq0kjQjqHctUgs2pyhWOe/X9DoEZ18xuSZMTA4dWw7+4BQj7G0SYSfYTamNpSyziFZIVyPZ++4I7IbFGxMH2TWWTo/tqClnvKjE8UxiPgCOvCxUdjYhHrtqFKTeDG27iLuQge1Bt3EIS/FcUHSHEz71UEZLqfK18wXSwT8TnHlrmH8hmyl/8Jxd2b19QnyMYkzV5W7th4lfc1VIMM8QnlGAcnEZzvegAD2WOD/Y0o842v3vSTXNwMKRFi4TEsZQN7wn85VbryfK4es4Z6zRAgfjJd9wii8WjMlc5ZfFDVOSt+TuI9fc6+RRVW/4TdjbdqOgU3kvtRYKVZPnFA9+GAmBRX518iZ2d+KjvkH+0sAnbymdlPa6jV79WHTRCSSqXTgcRNpjVfTmX6nKKImjnD9lJFI4Z87FRPhLLCoKKfq8Rc+VcF4dvt2q0roEv5sVw677lrosBqfOV6GPSvm7U38pSCvVO1JvGZj3YSe3dbwL0BUvorCJjbLAFDK3pXN0GtHayYGNoZWXWC5aE3kSPC5OocQo9LsbPs1VWaPZM9qP+rkgYUu/UA2errhp+kr6TZmnP0urABk5626Zr4hVNU6XrNYc7GfEksVjBgE42jyL7lz0ol+5QVeUNLs1yzMOSegEQvXnK1VNN45QrXJ92N1CrkuVarBxUyBet/f4IeSKYe5fV+Dz/O3W+6ReInVGFr/tX2rH1S8Pc0Sj+ewlk+1idDYYGUlDQ272LrAyYP9XRKVnGzu5LYt9PzaBZwIV0TRvUFDzon9cw4x2dVzldoJABiwrP6hjVm2cz0zumbrmUZ2RliW/7RK2Ig61k4wJy97JlCeXk58dv0+WBje0Q2RBufQCX06VWmPnPgfUXspVWite3EAN2qBSd1xnKCUQlnMjXeM8L5WCt+OtbOIsGWNGFrPtK3MKByABm0wQNLr/m5UNMPczFXj7dq4hRSZM3t7MJMZXsL/rg227DOidyyx/ISF+M3WynFh124u5QtZ6TvblZe/nLI6WwtcwoB1YnjWu57jkXF4sZ8HpTcZUxIQEbp+YZ8Iiyd6sTQ5t7k0tbKyOiqLKOWmS+o4QIryHIe3TVrPwo54JNtz5ljcsu/HaosujdMZ5wtXdbXJwVyOLIXqYG95Vs3kfDb1iykaVwL/Siak+dF40zT1bw9sEwRN580vPma4ngvxALHc8nxvCiO12CkNzy/Z0Vwd10ktD2QMS3i1e/Tx/NWIN+nsUCVOohBRoFyRtY9beAekfFhhLv9KXZDsccIzPkgI/sAW3ongMWxro65hyvwzdD/BMO0c9Ef6cS613q2BA9qoC//d6ejn8Jsea5LS7FDqB2ipttmI5TX3qa5ZNvEjSJC9kLVoqS+0X9pgk2bOUfcBbOdGO0pa7IeWk0i2EPb00se9tyM4i6J9N7KQAZjRRqJSomvEAGMP9IlheOFhZmxfQL1JZE2iY/QdbD26UlFHs4AWDN5vl0G8ZlMfnIrrkDnesQKqw0BuBA6yOrxkSsGPLMKbtfTFvPL7hNyP+jpIbEeYUjmHzPrltOS9H1ZqRiN8rM2oao5vvrS7ZPiZPZEEzidDVolyBkspaeJWm3XLWHYq8JvGWjqVC1rZAL//Z+VGjnET0ci1ixFsmmV/FqpG+aLuaxFcyrTmGTtXYkyDn672YisNMyUov8Q8RUhe1Vn44/qMwWqqMMOLYy/ZN+QsDWtKJ/s6GScTKRwHdwftClVxVttypljFvW9JsqL+/4weWTTsBJMSpHctz73wsg/eWusGtrLJFztXt+sO8J0ubEZ/T+M0Z58TPPNd/KZ2X1LnUlfm6OKGWzzHLiLhRynn1UX5DUdxEKfUpbyGm+FDiQItsvuemMufzabi1Bkh/q30zKeB51FBmvTq5Vpc0qWcZGEuiLb00y0rST63rUXCI9ErAfzFvJm6ePw9e7Qe5QWxnVEqGkmZt23kbMu996Ivyag8Nd3slxLmes1C9NzFz9aaJVfCnSxV0Fz0KtSml0J2KPKZE4fHuHMUU5tpstoaZxiA7ZjfvF4wbrIybcfxgY7UxBVbFThTV44gC90JtY8Z+N2zpZkxmk6C7khav+8HVOefF36sF6aoXRR+e/4yGW7TLgSEVK1UHIFkhMl+ehr0xdk7mOyYu5uFwdu2bHodyuowCnctpzM2hACJGVZfJoRcE8Oj5dc7Jqe9yKIrmq0I8xUv7R4YGG1XTrbqhKkuf+fcMKn1t52wf1SRpbHmNzbcoKuxZX8AuM5GnRiirt9g0jXrI5KpmsFrkf6wtnyxsPB4I5XlwcpOj44Rf1KSJSof22sGLvTA3RptYAvtZvXEgEFci4nsPqk0jNe2n7/bHuf45vEcSCPVzkrlL6PFnUcUErD+0ey85uOEG8Hm1Mo/9qy5RJkrTF4vifCv4XBJaE7cljO4CapcK6PJeu0mol4RnDEm+nrk/bFUFe90AbQundbJkq0ZBrLDMZxhtfGpuz1C1NVyCgFD1X96PHjBvCWpitgyu/zykJ7Jn4oTpBqclGM1y5iJeDQTFrHhdIeL0yMLuCumebT6/4+EyzLb6OTs17tJ+6Hf0mc/mVUaC3fgJh4/ON87VH4gDPLzuCiqDJMVR1jFCB4Nxm7xRtMusFtDKrwbJI8Ng7u9Cjrm1YaUZwbnMS4hU9aQRa2wd76RQRVNIVFLCKd7Ft7KHoX1P9RDNc+cATW5pvqqO3PPyBG+9LmQ/XnMm8YY6oleneOY08G7vu2zsIO93GnTjr8AbCwUtzM0RNmkCHYc1ZPaBDCnPLJNwA+007K2D37mXlwd5i3NK18psz798XUB57zYu++K9kQ2iWDsPOO4n8kTExIsQdq9qh1f5bj7Qka8kYUOnlSeIhukWD88zz96qdf60tYUbVK+ujshgAYplRc6KAcq2Xb1/XBaWiX94idbmZL4JEmG0oeGCTnouv2Vf5jk22GtlWTnHgkXtcNnlHwM/8zV6QqCqkYmk0RN6gVE2/ovSb1OXAyVmDT0fb/kJQZ6a4AqWRTjThka4KIrJ8fgzmUrEphOUpsL78Y16hCnbn7378XAJZ+kF6zqmXGJVkbzdhZZmGWboA42vlIKiUmIq1zfLF4ipA6DXsDlyxhspVAa2YcJGtpSrlAM1Wp6vVZAbCVrXpnOtnqpaZAtfDoVAI8BUMQT2WZp3vuPI/6gKfrbH53GV4yKaQ7MkYHe148bl/YqzCIcoakdILn+Yrr6f2e0VroT1PJd4trI/PQGtxMRIkGKyhu5l+973GsCW8QyssY3gl3TvBG0ts09HxgaKPUpFFDerWxs5xvUrMn4sycqjr4dLiD9nHlf6inS0JEKbTfdX+7+/FE4Z3MEbZD9ODA1SVFlcLN7MsdJlVC6w8jZ+NtK/d81vhmr1DDg6rxjDHSlB2arTkKFZ1Iq9kSym/tJUmUlG1wxObjGsWpyWI0c/FhAW8dPeeFY/WLUSs+FcE3hsQui0BAzomZjopcWrrnhFv+UjguDfunKh0m0LjrJmZfCrXmbdzi2te51o4pElXJLgWaBKNEMD7tM36rBByQ2K11RYk4gOjYOlR+y9PGEviGd2TmudB91+veT5FJst3VhVgMYmE+JdEYfgviWFa36pNi/Gxjf6PnxdsCmgWVPO44ZqVDNbLO9wGQpYNKpij+dHoD36U7o48c7GSI8sDgFWkZKUBNU06RoLcOPWqpM0XbjOHevvJ3/7qyWAmG8gS4hs5QV7qDGVy4u4BGyfDlNhVqzvOO3BG1GLIZXnBIxSzeTDLkDsk7dk9Lh6673VLidvKvnxg5nHtbMyUkkygOgltOVpKOQCd/5vJ+N4NTmXdG3q6cVdD8c6P19cDzAw7d9Xf2W14xwrujCyGWzQrPT6Lv5lW4usYnxCesgwH6gwrinTkTqGLRIby22V/6q9KcSTuqlBzH0Yk6s2TkpOvCCgACcRoZUf7aC6Xfd6fqAbT0HCmkl8Mm8QBFO+TjhCW47+8nxEKifaew715dUmOrgaelTVbO2ThHYpuU/tfdy2Pc4Gm2rjtJx/42g+CqzUp9fq0vA1mA5IG9uw7gZDb4W8m9vTdekIP/aHQ5c1nIxE4AQwJdEQfaaDLYxRGKX0Ul12Pi6xLXU0pRtk0/hh9WMY46cCToeHtMWrEwHEYVIONV5VsdtlpqI4FIMvzdRitMq8YNNmtWHjhanCwbKSrpaWZIC7Yvz3PQfVcCtP47VX7l72o8sy+FPzVSQuo3zluLZv3ubK8khFn7VnvabqyIisPlOc0HBKdUbZ8ZeFiZUMtzWmvDd0lWeyD0TCt7gM+AY/8OaLIy5/cnfpfmxssLAMUXO72FlFgN9FePEc1eaRcXNqrENBRQcL+cbH43hulXhNbd+h54EEpdctP16jq42w0Y3wSFp0mKkeUKIekxwdXeN9josxGGaoXcB+1vVucSpBO6rQZuuoFQGj6xBkUyeobbnrmWBo0lE0VRfzmyCX196aPLuGZxoblxb7TiDA/TLECNfn6ouyoD9jXCpvYQ736WjAeRCeyWd7hZ9qSbOaz2QTzzU00XLFOMNjW32fkW4fYMwbdqHaEw4HlOcFfwkm4uEBty09kwZ57wkheMU9e5Mya4iv+8IkZ324Jx9jyW/SPiBa1f7L7ykqYtgdsl8BNz39Eo5fy45XK/rsPrDuZAp04lrQj8AQHCZ9GPOfl0N81lAi+THKnPdifa/0F++ZSYIfmSjzpx8Nv5XtYXiN0PK6iGsBP2DoMF8ev8cZx5LjmYsZKzNb1k2+BSP/1N2ptXwfbSsXKZr2m8UqdF2ye40tv8vpJT9NCxwBaZ2C+6kG1DwheWUtETZbjeYHmHuK+L1xtZI8tHRY94X0C5gYrV/d8ou/lTbMfHz2O6IlS9RYYo1Q3+xxxsud7dhpoByMoRzOi/N2XNa/WyVLQwwypQGoKEQEaCJfNqhIeBR/tX9NT00VDw7i2tUoF5hJ+GQeX5ak9NtwDYpvrtpkbpD44pv07UQ7UckHKNT80mvWRDs1EeE5n0bBdNKRynS6bNshF5N3v624lm5JUcnZw0upQnrZSorK0opyckWmOJbCRoQa89liOPQ2VfrnrHc+mc2xSHwste+lQULCos1/6eRPHZWaSA1ynF0+HVcEXZWYzxvlMfpa9XnYcgh5RfZ2MfQKoraJ6lgaf8J/Cwr8VKa2FO+kqJcsYHZqpbvcZ18uqUEgQxIWKtjQ5of4GW0irqnps0kslEFl1dhOVlj8Li5Xo0iWR2AWj5Rf3bb5sN/PMvxVrorlpC+Z+18pifEpyM9SDVxtkxHcytKStzmcJKudgPY2Jajdh2KcsGNJMy+oGsmjMweyx/HfGOBy4Od7ifNxj5BVNPqoFzT4UCWoVdxurN9GyVc2f1hwBttqsr1j2lXFZuE0a6P9UCFigE5HJhc8/aZwPndgvekwm+EL8H0i3jXs+OKAc1jXqvCt6xIs/jzaGZWb5pxBxaCtOT5Mz6sxAWUkRp0o5m/Xq1NUIvF81O4zuy/8JxrV1Lw7iuSVOu4Xi/Hl/ffj5r1c8RdRDfLSi9G7tgQ5KgoIfz07GTC3eZ4cRFShke2pKZ72We8XFZxSsTISh9ehKDxRzQnFy6O+HQ1zke+IusTWqwXqMHGcmfnEVXbH3aRooxrRRhNwdGYTOycsL71R09zlpBOMvYULjan5CMM5eOcwkNXh/cIss98JhTZRo8EbstI/8zOe0Sjt3hU+8n1Fhl17h96+LHxc7T6eO5KNFQeO4edoIZBMe2eVVcDiclksqf6DHh2/gJBHpp82KJupmr1BTJtbGC7SXQJ+3MJma/DHYaRR8qCPecW9W5v5UKdlD8rekY6BArQU0gITjBwXPKOi8855w2Y3L8zUjC5Ornx+x3KHqNZC48rMmYGrqfYQIHLKu3QkRnjvM4pOkyIcElJ6UCrT56Ne13zMTeQ3uBko1Q7LZTUBWqYW1h68ZxaZO3rPRHQ9oQeQFybfaDC3TTieJXl+JtC8ZGLjc9fc+VbRIKuAAsv04UCy44LQ7QtctdXQeuY3+hxkmfshxJH2qHhYtgaX1I9zI2mbg36fFQIpxOu/BpACf1KrT3w45/O16ekxKGaNGghb++HzOVKOTEAvtl92O8VgkAY+OtfT6AgdGxX6U82Kaj8Dsu4ninelTi+FTTmslL0VrlLsxLucu0KxnQdiL7HlO+o/ucXr+C5uBJWKl8Jn1s1YQWltvsjDVdtWRPuOJWPXy8xrE+882MbWSlj88fZUgMruPnfJRKQ70M7urLwo47fOwlFBbKnKi3yb0dbPvFGAL8Ilzzzq/T3zTDHXNIUxijyv5rt/ZrHzhav4Vvo5UWbd23FNcaP59i7dMNqqGVhnjEyQKXre0TWwnETDEtRm7iGE1ImLKxYRKXoXSelm++9vc7y2j50Qv/6GxMo9KjuTvETI8LLzoIcih3P36/4btW78+Dl0TnVjLPb+g9Deki3zhl/Fb6wAd++8JYUniV/sovh+3LUcApLqKlHmXcPb+mJZyK0LEE9Zj12yZkb2671qx9oYQz0u5KQEoUuFxm4ieKj8cBzOUVC6OymCyvC1RxzvJ8N8S/LzrgI5Yb5An4zlHU/cQcObTJz4nBuztjBD1eovREg7+EwhiHk06QVzecELK78PhpVgOBdg9DJB7kZ89/IMMqtwet8P805ucY1V5RDUZ9JKqwwytCrqBYSyzUUtseLw/UfGPmSi/oYDS2Q6EiCIWk5wanI7+BIkFjdenVpRmwSmGiNK9hI34fsEBkbU7zYEkktygxpZ9giTT+9oMwbF1ZRT9P0VbZMtXi9RLmRW3CLb8j9/WXrXyflVOd5B2pJ5bIzk8+V+t0K1XnSUdW6JYpqIu/uHaRmndyu1LxUUM/t7zTKm5b1ZyAN/5lybWwag86U0tARfosUsaV0dE0CRYX9ZIeDTHH3RYnl0AEuckXSlurah6t8x+oxa6GQMevO1N/varfzZsjCDccS3aIxKJ4+yuZmFFDKan7tXK81doUvTDQRWpsCiQYPkBD9FSRKf57gvcQh54Pvo7AzXaxECNaiBpWkFJFTs32LosxsjZcbE78PP2rdpbNkt1+b5OFqSw7kocCh0f7h4rEi0VSGfeRflRZ/4Fa6fI8NrEoX0s6SV0EWSXUaTWBKpr9GG8P5cyJs8drjFEYaqcZJgzJJ2X3mHOr+e8saDmbFLMuQWU9aJSPzr+A+f8goJltoDpONsBd1FoHHyOyspsJX0Yl6/AGnUSkFjgBmynCQuLpz287RYyWTZt7TVuEMDdxpYLuKUVaAyH4VRFY0ZoR3T0HHTTDX9yuUimuxEdhKg3NsQ2G5t35zYVbxfsVTazekZ9PM7AuqmESst5k5vzpW+Li8IwLWAf4ZRKxt/ECjUQi0rxZIIYaIlK0b91EEfX5+hvEeDcEiHpW+oZ86u3SV40KDt16fSKOUKsxGmDLSSqJAA0cjFvGNcMc3GIpeTkXEfCW2jZg9V/P5e2P6t3DynRoz4WDhSlLVQrEFl1nSb/GUV1xeOriwYUflT/dM5FPO6C3zaq7TwobRjiV+kX2mKw0thD3MZX1zAKr+99Eo1lllap8LkUhbt8lROgfeftwL3wfYnXlYtZMyEfO/kfa/bslUX5mowdfFJyKHhOzImS1kCRj1KUdCkpjovvq2/o/PSYfj59D5Qq6WOzp05wlINe5kGq+mnSsgpdn2LWyw9GR/bRxLcxJ8i5QnvWE18sPNpqee82CP9aSJ3dY7x7Dhps1EH6sYS/aV0T8RQ3nl4DZmQWIw0pYqgexnSN36hmHn/zdi2OqZtBR46nSTpR/iL24RmIQsh40wEZX51TS0cRIlUKi7GSccfR7yLzHKLI/NJMl0SMxTantzsFYzTJKEap+thml272ziJlPQNzJhzRrVYL3Dj985Lsry8vKEMLSILx/yERshkV+LmTFTJjtixug/GlkRJBriaEssnI9JVRkLyRvoZ2noKroOFTOrays9dYlNZhjSVyLYndHU1pu7uVvx81KK59DwPxDCKCKEVgT+o7RCWX7plzE2hXzKoHbGFy9xJCyZYZszNyZr5u6O41RIsHPVjkapxLzlR2VmmfGUXTCIenyYmOPhq+m0Ajf21zUGW9hKdj9B1oMAl30Tv0kzaUNnkMhX92z7eIEs9pwqwM8cb/veFxehlEojnbSvGO0SHPM/G67AXOFZPYFw7X1NjGq+CnBKupgT6grbkA9aV86WT3OMaZ1EtkD5EpJ+yf7kTFk+SxpKYdeGLKofqgD/sP3ey3Elz7GqjwJTNflFQ+dsGfLTLGvlB7Ws/nifclHtXKdqy5R7h12yrtrOpKyw7itwVL5mhqG0HN0nxvCSxdWlSOPnZ9W6Jjs1zx7n7JRSPI70euKHj3uVCrOZ2VKs3DfkDzqZbLe1CVG0t7+gD4D/rzrDU1M34FGaSmsPef8HitmBVjZmuVm0jerV7PSUGLxwBrwYKKP1Jz1zuESlvXDLUehjC8I35k0nUzHy+hSXaSO21+RCyF5wjpVZTsQawvgaqrs935XOZwHf7F/MA2VkuMyOmsmD2N0zDHI2JRACLfDbSrcrQoi0+5cpYhHytyMJmu7QclcWdzMQPtSQ+CBHSqT14K5+wtmc6gbDUn4Lr6/HjGK7V+4iIw6PgrcNNimELLDDgjsLNwaCBMs9DlILkEu2mpU6KXKl7IladHonx3roQfAfxg3MJw5BDBdxmv8M8P/aPaPgl94tWuvXiLkKD6l1IEa+eSSwLzvELXKtX4zXkYPNjfH+Bwrq3Gdbmk438MqMc0zkNk6CzVpMSe3SazAUZfS5TGp9P385+MtudoPB8XwW7ZWKbo6B93occMMdFs8CJlrz5ycg60t3eos0goDUwg82PXgYFhWrn6CDcKjwaONPlb2o7wfYqkV4CjsIVQxpRIdNdwwU206jTR/fUMoC7chr1zh9jeRHpXbUpTmnRaurH8pLJROqwmMYZ3NWzzR4c9itRloJZU5NsGTOYeFL7mEEAFE1R1ixS6JWWf8LLrJPV1VTEYVYpwbQzAfwxaOq40mAXzPfMjgPDZVENy72BuzNXaAkT2L8JAbDWLkIlIgJSwpmhe81ylWU4VNRTz+W0P6YvIGF+W/JKrvlu0rdLVXJ6XhY+gca58Jt7Lg7f0wxOXV/YOJvR0uWEFuYGwCa/WAbK5Ei8O0yn64UOh30hx+dP6TVDVs5fG9SZWnlmyWB/JrwAYOio1uu5aZARN98ianHlmRA+f23XJ/2eHB+riNnMA8uu1QtFLuBABj3InqZ5X22JMAUDqaSOiH81UZ2m+HSEbWPc9N5tHcqy6nTYsPtFcSQw1nelp9ywqAMptSGQTGg1+5anPe2YIkfr474V2bzuAG8fLmkLeiQAR4neF3vFYddF59gR28M7X4hFwdmC0Krlwtso7lqdoPoIk5XdBWYqMadQ/zllKkfzyH3i2/qaj1E1ZaijJBgRUG9nnJ5/r5Aki3kjjiTEivJBxgFFISLTDBiq9gXeT/jVbg2czwQSqx/tMfWEAeonXexVWqocxVO7jP5j/MDDjFY8/dg7ZE8kuxln77tAnQnnzvceJMIHTo2uPudIlgKdAwVhw2tE/eAOr2z/D4NKSbtKsBllP8MuEdg39UHDpHwtMcydC/0ePwd9LP1IebreTV20PWO3KZaYj54v238mvCYyFbmA5+7S7dBtJPuD5qKTAePLdqNHM6HoxGTmix5eWKeSqGpPUqQw4oCenzEd9AxlHUJCP92X8mvnuZKHVuAE0zYozNPW3JPdmOk7c4RgOS6YtPBxXTUk4H9iC34ev8mTsxYzKJgirdsq6YkKJ/4VZlFszD2bGDJ3hjoFUPmtFk3ejVnFiFBii04x7/I6XPV3z133/i7Z4FBbWxy/ZGQ0jHK54EeLdOWqHmIlmqB34iWRzFmUBu/Je7612ExED9+0Ggy69qcx0/6/ABA+78H+9bFEfAdZHKgsx5964sV9iXIWqN1vzCZXvxMXlr+zWM6zVPxzdFWd57TIec66zh/1xugh0L9Zb4BHWsau8eYIC0gOdKaoHMeyAMydG63iog+ztfkSLvzJmJDFs2m99koGRf02ZjhD1z8Sbr+isvh/a20aSBuMrO7E98wK+JcG5NlE4aasnvNgGLsSgZfnQNbe7frxSYxNLkf8J+SLAxboVv4hvrlTsvAclHJRdHGlAgCXy0SUNXqzTMs6Nm2JteWYzv5Yzyk8qWPQkAnNG9R5EmIAw9NCFyz8JFGZdiSsFRudjhN4ZbVX8cWVs05dUnTYoF2tqt0zg2w8A7zD/5tPtYX/YT27lNhEqdey06kT7d5R5fTa9NQ5NDJer7CvLeUkuj5f3ZZ/j1KH0gm2gR+bVrYZ8OoKQ4l272uHyNPf9bIo2oLk2V/iNI7RRMNfKAArdhimr95ehxq8qPQbT8O8HsCgk766AH+QVXJ6t45gU3d8Qi4HjmDXy+2DN02Y+OoQbEApOQWiZKwr3Ctnb71jBrsdeLTtY62/WQYeJYYoJTzRJ4dOs6XTybOzqlBu+vlFapwHHwiqdTuzEvxOKQVODcJ30srPKnMhxNPPVVbdDzEM98E8DlNZ7owhUH0uj8pAFH2EhODAAu3c+B9bir9O2ZUdVQowt7pgjMD4bCsKAWK28YgeR5AJNW1R0B42tGRRHBTBzb4ab3gCAZKrNY6BZ4eXF8FfIujXhwFJ5csL6Mc7F8Fgm+3McObbHtqkNpvjCsRfJVV+oNjTESCVndKbKiJNwXPJk3opwYkhc2W0B9B+tipSOx+2Lw7IYEwDkpp+d7Avvc+zcBjYhfVE+/6xwaYNwBM7qSCxpwyaRs1rt75csL3U0M7mXrXf8jx7pU+Lpc2QS+8/Thf1tDAgaytMWBgb8jpQOCuS/FUWqMFU6ZIB+H4PTFxfyr1IuPevD2ho4qRklFTL0llsAEEG7FwCnj9yM/9K4pYBBSn3pLs35oMHqPSyOZhwmblcHtxVDEpwxVCSp83sLxc5/2UT0PF6+G7XhJLDHORPvEyNDFhiK1BXXn2ofLTJfDKggptmmtA3yGDS4g8VjMDm9Pld7oUcQrSYj0i+4EY3hAi7Ftn8SrOq7xu2VkKiB2McLYxw3cyYh8eyosHKN9d+bl/dKxOKDiXKiK12f02XfxvqPvLraDx2ya5Vow86o1k0jxAouWdTAHy5OakitFNMrntMYYhlBA47GxZ/QNZmFMkuSlRowf5ji0C4pDGl94d4UrgtHBGAIm/gZ92L7Jj1ImlaZz1KQnB6taSVAykLKEy0pUH6a9jWZ1giOVyYayO+NM/1fLDApgN/FetJBNHEg100gq1XHsR1+23E+yWnZCzLCl6wtooMulpHC8zzBXH0AGaCTDMKewkXtGACB7d90ipMAE6ZUXgURipJrau65gwRaSRY0QNNcvxAJq/jE+ok6xjmK3ZFRUQ4v26Ztn8lKYAW7yqCI0f3KoEphKZb+Srrz2lMdoAD7/PjgsevUWWrzkzGb0puGC4A79ZXZOPLoYm7hW3jW1wz8g8C+WjzYKRhCHwGi13csOvmiUZJvDBSFNnIK5eRZ/sHFDytBp1gIklPgmNL3Mq2vQxHAZzgSaKUmgc8ZCLxRAYmqNjyftJpuYZsBd67WHb8mAtz8jfK/Gm+OktGZIWFUjPSDPqlZ//ozfWAYC2Crkzj2lOEYnfQZ7wtd5N9mv3ZXe+LLVc+NB8mCVH0NXWs7+dfkjZgzOXXz0rYT2zKCeuhU/F0vpF4PS7zpIsyDYvNyheAA/Lfl7v2kAinVcli0yJzkuxwG2fB5RBhk65S3woPmEwop3nUNyFNW8gqfbuUrgfOm2x5n5ewOHMmPedr/do2jSF4yBeyndjKXFEy+CK224nPOrzJhriBHE3GDYtSoGTCEsqy0E+DuMBtsex7RUJggEZqZBsy3qaD9QAkRGtvQQ+FOdbHmWGzjRC9w+kLbYa+mZqL3y+T2au7DrNxT1Z0hSNViRkeThnWFYTZ2pmP94S8Xut05U2bobThKXsXOVhk9gsEeVbz07coM6b4seCVMqOxH3arm37DJF+QOcHWj2GGFr5Iu8zYztMknAjNp6r3NxTwMIsMb+OIJ1rm0BCLO3AfRagR0GUYAmwCzvWiGHXfuYj91V0mqDeVH4tK1jVhwTBc8SmYhI/9w5xDN8AU1DgXeGgp+B2maHFGWZ7wWGHxCMKortgGtlzSXiSpeZRYrgJYroD/kxoJprP8nmpbSjHiU7jkDbbUYlvLWmF29PmZ2PiKZelvps77HVK7c0QrRtS8DCOK+PxMfo8oep5Drl8EEWxf2uEnfeNZIZpo8DcpPSxBt9eQjgRvPQYEjS8l2iJD/9kRwrVtcu8+hn6gwvXnJbp892cwuN+ePOirmuPlqdAT+QSdyWgTWdB1JFbALl0VhQcHHCbXVKK6julqHxOsQ5tre5SUngexBFQAcaHAckswGdZy6yg7pXQSlc+esGke+UTh2TZX3Y4W8TREeUL/kVP6zngsrAAF59qEsydOIvN6w/4qDITI2MBY+aq8RCdr08HwY9pGDVaJ34WXdz+xbFqwo11GoOdnGCWW2ZFZWa2fdpnwtQc/VrUivTVhsiW5ekI36T/aHorMNYi3dm+BLkf688jy+oqT1ZSK5GMa4aKKKHZUNfckRzeidY27N/JAkpsunT6YPYo9RqnaSwZ5kJ8eB34EMdj5qN5U/Bc4s7W2tN3Y8zn89QtZpLbNPkkx+L8a6GAeizN92mQk6V7jZtYgt7e5NxTmRGvbpnOHOhacP31Y9iy2QQnphavM656rHTfYXZPZDoJrS1xX3H5fjIoT9wcmDxmcWO8R5h9gxJNY57B5ovzaKESQNuhDSIuEeZlEX82DeSkfUPxuF29nbiRgLJuQv+SwNYmX0fKpZS9ikCIYCGF7bYGmNChT6kPIuD7ydfJldF6vvnp9Sl1s7WSOjAprz2QVzX3Lm7roSpL84jegCf11NtyL4+EU5bsppbm94lNLR1K8bRqDx7vcxleO7UyoBO6dWf8Bi5eQIQmTnJqrdE9CxvoNfke2bJT5Ap/Q8iTg+enBClkI59yQuyE49HaVigzSo1h3M6xevPsXJ5A/1OqEmqMF7rTgYcBsjZY6BScJPdfZqyMlRvn4i4UMUCTpQOml3p6abnh/D8XBoVtG+qXkdWotS5UqytZJZtobC6ddFm5EeesLThqWTqBma+h6j9nh2OPIV7km8cLQ6Cr8n7z37N/vbxmSIxcqcmH9Ovz1S0mml4H+38bFAcTuUMpejxmcOIQkfiG3zUAlBpI2KoSmMBSzOYNazXnGjJcnj0jWhTNDjFmGT4myzgyTzFSfT04WhJxtg8Jyrxzev9ZZdbIbEp4EUDMFZ91R4Ilo/gRCPU/7fR1PkCq6IfTAHyO5gRxCtJiPSL7gZCbPfI4YTQNnfssaJ235rNlMMelbzz2DR6JP3H5WT7nRH7vYLdO4GZE7Djo7BQ7Q/LV+5wBcx997m1gj9TBVQQOs/jVhWaqbhflclb6sMk0Alzgtry9PFg1EcdqajVgfW6icToJukFZn1PK7ia+5qmLGgpBG8f1mFyC9ZwVlCNfxYY61jOMuN4wj7IecRIGSai81dcfwLDJk6FSWniSOABOdhwE9+DE2ahG3546JBMm/YSJUi5Vq/uDLSj8vDuOD8hdy/jYbLrrGEsnuyzO5cUrAnvhXZPcAMMC6Mr8mdnzC23ffGWHUTGE8B/OzGV6PxdI1Nwu0lb0d/Vf1nwzIgUj/TOP/cRSYqYUEnpu/ZPfBnP+ByyXKaEl7F9Mak0PkbGH/hbjlrg4wjUA5dxkbOHQqaqO1yEeHpTQfMZcnoUbTK3YVTR0kr+sw8SD3iAMG0X9S5GeGoLYctOFulW3vRVbBVjO/3koVjeGHi1meRmuFrYdaia69tLSyTa26P6GijaCHQHmp1fIoDLklf7PmdcwqbCVoXrmcS4eS5SQBKm6hDZyNdK3iq4iqhlvkTzi1pSi+ibL6SonqszG+HgUNPTiDgpFWYtoO479YSMKEwGUJ1qwOSAjItf38+pxstGmnD1WYrX+ST2VKyg9EP6evZjLkh/8tDNpa1snQ2vVeU1r88ouVQRIhuwQVIWck2/IVoz+tMlZnoLfVj7HcBlBZHVY8UPLFAYbvL35NIXxSUpj7eqP2Q8d6pSat9TtTPkrJtBs2AnzDZOdPMJwYMsqXdjyioH9Dg9BzPK6XTW2pHZczR4DkO+wqU5witcInBCu8/z3CCTyjhFhBL5IASgBVT4rlQSveb2NEVGWYim4gWq7e8ODuIGLKCqKTBrB4Thdg7JHcCyubIKrQsH3pacH00L1dlPbgPOuLghwTQMhm5pevAYk0k/F2hG6/FsHvcXl10N3/HUFYVAEzqs7uOiEYL0MmXdyb6wEQOlVRcx3ZGv3/GcHYgee8qtIFljJQboUaBTiBEvxuEpbONQRE0oPEKYVWCYx+t98hnVk+ZTyBrebZIEm+Cw29tFSFdOwGkHjZlBnUanLFPTPQKvJdvOeU9W39CLEMkim7OkQ4k63NEAAAvFxKacmGvu3PTJsC3v4YhnBeZ3neR9xTWZZUFFcrwXBy6myfUuSe9vsR/I6Ax9065T0aoIYA19sUXdd5x/yo/dEv/dkzOTs7IuE3jVRrMe0WGgQP8Eqg2wW8kKQgCj2I1dMzma3re0HqTJMwGwiMqjXhRJavTy2Oc/6l9aw7MoGXg2AALsiXYdqO7E/sCsbfNz02UAQOST+hgYbeohDE0lEERDHYaOf8IgeIJ/I8J69IETW9gvcw50bph4tJdZg0BvR6yL7nNbTlOVkTLJWTSRnyS8y83aWkyzAlEMKdVZnPIWgt0bSrvjRUi6Et8hnXnxOwvGKnyX/kLyYjSsyub52vX5ryvS0nUmkst2upl0CgqssxYmV4ankXsFfzTh0t2HfhJmRJvxp5AAHcBNh07wM66HsGYWjrdXMLCQh2qOG3/yLRgOEFlaBOn1cUDohm4fL43KZ1MLkJQPRQIL2G+ntuqFVCYlq0NdDlUx5O3jVbPoEZeuPAzDBoyYV9WxSd2MSDSKUVaKEX397f8oCH9OOHxw1Jm2/r6Vscfn1GXYAIVY2nwfz1Hv0ZuesfRofGpsDxKyV3LgeFTBSBuv4ZT2aEK+C965A079F8KhIRCVn0hxufudWPE1RL+kqhUBmMZjjMt1ZMFIILeHlFQqLu4XqQFNE2E/E1SSTTZCQTwrXT/0auVOgR1TQIvoXOqsnRmsDmBi4lpYH621lPYj8Awdu3xz4h3a101QT3DeL/GI0qOCU3GqnGKPm+xStACCfCBSPdoZpLZkGBx7bax07fKhs66QW9rbKsytFez2ei40/SiTjZdeuGN6E6ahi4z4UYdtEYFAwHYcP5OuPmrGHoq6zDb7lZf05nggtJtO2jrMKyOqG9efKFboBHpXGVz0J48jtwJZ8OWiLhYxMJKcYSKtsmSO3W3xW6unYjH2yoWzXrwwiUUES9/EwbZEhnRUfZ6K2esgnq0/LTbgjeKvp2bvOMUoAXe81QaCIekENq/7sxYvbyTxNeVC3M+1atXu/kIEjtujFgDgPthe9a6Rr09epDiKlibJNDIe0V0mfSr3WcX+kyVKYIVneMtSecYt4djfX7TXe8x5uFYXVtvvdIoP+Q0fduUiAWWnYxJ0lQb1dna1iQmyCV7wClJRXzSh6hnwtxE/1QYeNW1q4+QRMTThcNgxNo3y3NMnrUMXWhqmX7bpI7Jie/MqWdJLVOcYGIiKpgQ/hg1dVIsYyA0H45io9av8xKiecfx58xbdZbuCC9I5/kYy5pMHHbh1NRVoL50ZmYrQfMwfyn6v8nRIQUZsASjHV3Bn6sjC6FwnG82MhYA47ERfuvG92VSwbO3EzyCeT7FfyywqVuSZ9xl2S6axLNvLSIW4M6br4k6cH8pYmPjBREHSpM0PMItcEehCnw9J7wFQid2qC/7mU/ZOZsJvxzlphNTPekNjuCbqgihRUyrVJRkMpoHS3YNU4jdKovHEP23agdmuyQk/sUgWrnHC+sbwq+TFlUge6Om0vZ3tiWEwukiI+N11cf2LlxKjqJ1DgBw6urFhWW7EFMX4aeALzeTSdflRMFrMKi1h09e6TZeDaalq7Zefoo+4ReSs8FBUWCVdBn+ZUTSbnv2MGwMnQRuLX/A0O9w3+XKed3OSARdV7IjRUxgR2u4T0O8sYu793LTawIXbhnOsezuPDNLx1wo1yCG31hBaO9uDFoDNPxgZPBYnhPR7E/Glk9/Vgg3iL2BqvxQZ64nVJyxHXEwQpOMAXs89HdcR/4iktX3DmvGPcKLMrQEdZQN7+RgrI6b4xV889NNkbNt8CwGDmDKoUkjOzAB4EnM1Gx4R4RmpK/b6QyxxnDXipK1nBKx6XR3PsFyN9hkB+JpDEVIPV74i8M/ILnCWR/1uO3kgTOkNmO3MVOU7hzs4wLlUYVs/uVCkUWV6zms1KguFmq690T73L6bOim32A39CDjpgYsMFQ3NhmpMTbU5up8uKasQ+WiWm3+a5XRUZym63cEus5hR1MlfviI0EPAgceVUQ9ePDs3J7cXT77XXn4hsGh8LQ0aos7PXUJvzrh2iUbpvqrH/N/SI4kqEHzHba+OMNj5XfVaOeHWoBWV+hh1IzBcEeJh0cj5xxatizb6j5H4ZXSZiMV2Yzhx+bwNQDKE0EulWH0R88ZPRi9UkZm8Wl428nZWtCLqlR0RfNYiF0Lf+4ucn2sWViQR96wtYhovtv3w0VOdH8+JA96AJ4KxoNa9sT/NAg1uB4frgzhAnfoL0pu6LotrIuDUDtJIv214VbiElDF6nk2igQYvapbiPObt4n/R33RkJGP4/rLmK5868Kqjv5pH0pTrSTVhN80pr3PeFGHa6jOlVbUP7FjchFYHHyXG1n9ecN2ol/44NatiWst6/juC0rDF6YRxVlYH8r4Mlz3849ZzawxdQ9iGuudwFRLg3XxOpQkT5rjwnj32WNOn9wcslKao91dT6eHpKTgakTX5lSUqAO/dGOd4Yx0CJMDgpO7RTEcXlIw3sNmryoqyyo05ArRoQgWpQbYkrBKpWM4Wx/q8KA+HpCFT1Z7+dXs9LgPinwK2SFG/ZB/ou+y9jyfBHW7/VsUPQXG9lNLbftTgfDCgnx5Quwx3uVECjO3iMtU8/OggSm7YlTIPUvhxv/NQP3gEFogCF/ufk/jr+td4kv8ENWWSLaHMKiV4XTXpP5+r44I5awZEZon/eGURjOxlfj1xEL3qrGIQA6R1UcH2RzcEVg3Ex2cZnf8Fx2F+VgpxTbwsG+pQUppWj2ancyXccgyuYazho3aYIgsnr/v+N1ULK1BubfuaWL8YJV9/SrIbP2DWljRuqD+SgvgErmqv2wNsWDp5aOOYGL96/TgWJnLXj3h1HQMqai7QhCR6C3G0TsvVrgHWvk2FEsvNHzOuwB+wj32VjfxdC+vz8+5T2wDpPHHFj/sorfHO/pQsrtEpmysbViDfejAOfbpj1TJVe3oBTkkzA5FoE5R6nitnco9NpvspoMd1/G9JGBNS+ZM1KhQOI20C7NIoyStuYqctk2JEHAzvFxT59NmJN531uwMk1k4GXVSnD/6OMK83mnGZw6KH4rrMA3DBfHJMLkOBOqMpNkMZsYVb7FgeBx4W4Ir0CXkMUCJhNlXY2PJXRmgD3/Ks+F89oI4a81kwjGVHswMfiL/pnir7h2Ecq/lgDSAr2Q5hTZ14K2qTMy+he8GYOTZsJyG4NPoudtJTnw/qnoxpCvih2TkK+5fe8wnOCjwwK41dKPvmXLNDYAWo2fgFavHyP8NIyqFGrMN7h0pGY9VJpAHpi/wB1WIF3OdTKxCJDtTLIJM/pnoVUeEDYbBpzlWTIHxSHzsrt5fJ0oIt0E4hvTvCUvsw6S539Ohbqrt0LbjwYuF+5hpSNt0mDhTzMGLEiXFEAzs0E6UGZoRiLOivlGD9baqlv/Q3Dm78d86B9LYZKYx3I5HuPR8jJT5TbxIhN4IicKw8xjIRmzHpMng6kxCu0SQUFD1b4Ym7zDgS1dDmMKw1m7EDAr/ouZz5OzsfzoS/zsqZZxf/+oFGR3+NsXmNno1VKEhMhc3C3C521uRYACH4WAYWkhUlnOkyudE+Op/XKWk2E9afGZXx1jCJqHnAOA+vdJsBa6zKQB9M21QuJhH1wGDAUPc2V/2TSK30Oyo07ZDnhPQcvzZN7s0SOia7HQEHtMiUJc/C3OqvAQq/PBW7clTcE+pE76EBvEUlTXYQvloqCCxkqd/UIEVVvUxFWQzXfCcLJFHqeXf86cFn5pHEklYNiXiDyHB3zsMh2+trYMjjYC1QMSBM8TKMnEInytcAn4V8xlWubNSpNf9mAKdrgmkxR7/urL4tcR9OsunR7ebO5U+hYQOXHbKJJAfLMC0jnLyDvIO6k4iI6rknXoMZMCBYu/jfWrNwW581pMCLDWZosdjotcxLsPxBPMJqqppGxtTFsYW97nTPooTiTst6oWCU/r4bQZgPGwTvT48hDhWxFot1ewbdHUgUVKgmNIpK0rXOXSOC1/ug0wzZeDIyGCWifqs+QsYR8x3pRhRNWgtGb4HSiILAEiuBkLknyWGPiG6qfNrK6VAy1W5twQiw3NuGfVqkdpNBc+TnjwMcmCZ7mE1P8VPLZm//CnEzzN7Uf53xjtrVtwNhY2QMM2YiLYR+BPDD9Iwxe6yK8aK4K2hGQpd0jmDLUyahu2uaAO2k4LFnR+NtklwsrS/8VJQmMbD0kXviQteMjhCiEA063wN7SRjXY2lyg0eEhuYny9wD2xXMedUpz0mikDDSgDzxxWjYyl8aue7bG4c8UnsCrn9HiWdxL26xig531C1l175eAVdz+pMtIfcO3CCpBcX3KLy5bncCW7k2SNZxRnvnkRwsNQP5BCzqWkYn+B/qrGeoF5sZi2GCfgH811vowpIjkTy9XKBUDla8VPpbSoTG4572wgGBTgFsYXrbWQizZIm6uhn8wGrUwfXB+BLCaajIrH5aFAbjC0K7V747LeYL2IQQ9VtB6mJwbSmHPHjPhfj9UlDj0bRUoyYPBB5aLfzDcAKVqYDBJRohVSyMrkk+taqoph0XlZLR/tFWuf39uXnpcbXcheujK0SLO0MTBuQl7VgTje7XUz4pXuFN1uI0pXAzN9VPc5CsQLMKPmhZ1QseDTwXX3ZHFe9e8cZiQmqCOn07T6Snns/x4TlUGx9nbUzdI7wlPMytvbR8gIbXZX3IKESIFExsKmFsJJ4TVeg78KZyh/cj5lg8G0ic1hLegLgImrYzXqmxP+UIlhMH+dRWIiLDbrhi087ez9WzqzZWmPJxLpaIatMZQRi+GW3Lmh/0VBUgHsbMSZvHfX2BzOCV92O9XEhf0msJjV/E10bWulJo4GRkc8JHOWIWMQKzzGNKp/c5bIvPCzibCVvn/Cv5fv1mG6lT4F281im7TY8EaB7DRRTWJBynjhKeuXbD7+kqRLLO7/1IMIXLj4N666TKih90OVZrpXo4wzXs21+dNZudKA9Xr5C1Hik1AcTncMISg2tHLmHZhPLjjaAdrR0NpNItVpCRZNh5SDbD7RXrPZclp9FDwbkeo+gU/RY4VEKjEJ7qL8DH87tqCtDwpnBxejEGj2pcWJxicqAFVc6c/fablGxv6zIp7c1lD3zVC42HpgXTmipUmJ63zh/snTFBrEb+o1slI3ANGy3pMSmu7uixKOf0vUyEzRc2Lz49aSY1nTA3EZCV1yiGG6Fk//tDALvhLz6Wxam6q2kpPrzRS+Vr87FJJ+G71TQYdP5cpO1pEgIu16UFMH3uoUTgowL8WOWM7QgmyuL1DvWG/gFVjKErkJuFVJrBFokh1o7pBicxOpRtbnfTVsgcewRDb1B2OTQu7LYv/FAwXonS1UQHiPnbHqMaxrzt3UMdnjDl0bZRN6Df2u0EqN4GfM7IGEd5oi9jf+MObdxbU6td+0wQr7R+BCZ6TCTj1LAUyy+yawecABHj5lI6BcZQGUe/GUoTCX18IPhBh0+Hzyu6BzK8YNpIBfebWj31GGhriusCcYWXzafJK637Dcc0GxJ96fve6OjMBPGXdlZcEi6tHoqrH2djzh+a7kDoYPcAfJKQPfyjrJPdOf4TiORQ508mEBM/7FjVkhsyYSH06i75QCIL0iGo+04KUI+CwPWF4vgzMY4P8Fhv1uIP+oIpvaOmuEzHaDtwVu4Qj/W27Ck/lDAAtXZgaPU4FP3yrLINKyMkVQEq+5wTClJg4FElyv2lxPW5sGtsQpSE9aVyHw6MRNmBnM5fE7PGqMe90sB1agrJ87+YsNfymtxLBBE96hwgJj+42PDU7diZOWNrzlt5M+zCO8B4QGilMIXSAx8ZRGKOt0LHOkeDI/8GQrP/hvWW85RY6+pN831A/uXeVoWwJTELYi93cdoJrpTD+cp2PBBtJLHGiQrbkZuqFpcY73ZE+8kExTteaRa/9rJBfe+7/kahrY4ROoOmdd3GVqq/MrocADpNWmCZz9mbWYnNd5lG8Zbtl2qzmmZpEaMQRCzX5lzthPEHLNcGZhUOQkkHhZZxbfErhqZkU73icnr/1G9wcvjJBeX++ow3AzR8FFLzbZNJF05dC/TGiKpi9hfQwhMmFJTvO0edFe+fMWeDn3PwXupz/3PPBRBzO8Tiw1jPU+YZzdgZRBfQkTZTJsTo50YMGd1nhH1m+62RN1J3Soy7twKkh1/TXxVOCMwzIsSE/vfWIxhbsJKJrPySe4heH+iqnMZ2wjdETrK9iRncwrRRH0qVc1A6U20Ed6vvDAXQKD1oUuRdN5LtV2PtWVnJLPPMuB2jcySggyWfYjZG2ABad+OjW37l/FL8Nvfnmate42td+s2xy6DLltX6TEOKDvEhm8DT+jsDiCghuZSQpXONOlIwIywj9tLvqa2roU8fYfS988KfIPrTUgzPHyPGU0WeSJll9TMFxWOnX9y7kIiQPXr26aeZSen8Dcy0wBR8F8S4860mUk2s+aah921+30uBCdp0inV5xXoTtf1RP7dpNuQ5P4Xx3iFoFKhmJzIINJ7FEo/Oq8U9k96EZF11Aa7XPRCRZPAWq7RckObRx+fsE8OrIvs/PvbhGauvyCrl4dNx4o+UGpKY9Mf2ebzLw2mTuO7R9Vzdk5uEZPyYLoTXuKpLrUdolwNg6cmQk/nJ9fIjaq9RBPBDObz70SnudIiFXp7t/BDIkb4p50JTXcrwXb4WGNNu212PQPtaVH7cRf8/RDZZUFF6kBl+j4Qvmazz6LNFBwxV6Rn6uzjsjNq7iPAn9fPYd0+m3BSaguIjm9wbIMBqMBonIJTfPb+bInqaTdK+g+8iRhdiD+d2xdncb1QEfy+uWj4V6sg95qLYmk1eWaTVA/Bh0yMP1r7SerEJvk76Du6aDyidExu6HO3ALjGaNyPu6Y+4S9rcI7CV5IchCoXOSJU3m4p9WXCKHdlN4CpK/j5b4BZvrmwPVwaBexyy3dfmikeZvuEkyK/o3cfXr/fTlL+3S5OU9VSHXm+D6ZFLTYgW0W5iqgxZPQEHeYy6HMCVtGPsiI5TD10lP5RSZFcIfPnsdpANnxFjfkpDz/3zBz4Uj23YKgrVpJYusjdtdLQ+10d1K5/mL5/iCtYqLuYYl9VlHW1h06ZNzlnYSz82gpoeCP4nyYa2SYTUcgCN8SWEYnfXhU9Nrx73sGbQSYKPZo5nHHdAK1Q8NJxHRGd+MaJP12H5az6kch9X2YDEQvkNySuYEnMSfQYdQT43+o0I0PRzCAAFu5AHGZmQND7CU96DQMuCQUAL9D6+g/wvfQOfvfmMOuWvlnp5zjEdHqWxHQHH1X8azm0mGF1HZmwTQp2li0hTcSVxmz+5H8P3KXpb2STDTIf+DQB+McBocdX8DRzrCIxMH1xyGXVZexBsghivllBpxTbORKRYxfXvFqXDLAOekSad3NYXJlbflPnjoIjSX9BxbToQUCEHZRe7NQqhY+PFyO9aoPNQb0xr/jTDYxgtaH8WiaOooVxamJ+Dc6+AeQJ/t+inA7OPDBY/if5pXldT/Z/VcqYjGKdtVc+oESzD19XAhCZDpNXjInWOZu0o8EBLHKKsMWhhO2ZDwgUjZCB0McDUmg5rmiSMfUvp49v8CMT/0/xWnsljUBdKv4k9oqDp1AqNZHksMeD1TpUYgCW2Mz6v892owpmUIsnLhJdS2GktEOGRCrLQZF6SqbIQ+REY0b0Khyg9abIy5fm3aSeCS2Z9X09CF5/Nxnofd9Azbjvi6Gcx590uIqSFjn5kSwKtr/EHkGopjkMVzQ1TrUJn9Hf5mxJ7dqFXSvFvhiLPnT4wOVVtSgZQtIlk4/0TEtY1mmj43swOnlD61K1OJR4ulDfyFE3WGUujHCNU1kQG5cgUMrCEpg8DNy0RE0HIeCB2lzTUV1wSr2o3qXcx9mucZiH3XTZ1lXGg0RLGHgN320nucEF9iW7ZWtcusMN+/maeii1GPmlwImb7z5LW7LYGdHTmRKTvOrMfvf8s1n7cqX8DqPuAMKkJyMiAKZvUQLuagxhqmjcQURqRROmN6JQLTNdCQcUZ9hpliVrReYIhrchxCPRsSwBT9SOSolK1YmAYvXNmWDLNCBH/1MK03MlcUSDU+jwO/+AOFCwmkSWR7msu2linkcrhPL+RY7H1HAudrC62EczRGtBsle3K42cVdbvaaW2Ap2cFa4LnMhVWUOT+6eFchLT+IITtilG3SK40RYfrEl6g7pUByvggIZE9bJ3un/b4rZam6H5fpbn7MDRbcQ5aHCTSR9MPMab3AfWnIskrr0lsum2+sPo5OoezaUQ5QRWyFRavwYB44fzH77Y+8jbgjLtudFsgIFowuCyl9vD+/OpyMk1c2UaMhjcax2Qmy5yTVVIGb5SzGuTt6CPaA8ZIL0rHCeOtg2Ub6DboEeWAnlKsfuJsgYLeqRsyJv+zEjilWvnrusYGYYXVadHwz4s4xPj/qo5g+vLlYlgybZRWcamcExIMWKOv2W4warscbpIQTR7MDql5KqUDhTDN0EMZHRfpcMPBZmIKUGrI8Ua4bsOGXYuuP2CMbhRiqP4qiaENl1oR9ud3ZSkO+vscg+D8W9hQSpUuaWKstJqOU+ZWVdM1EF64jIHA7yzWyJt76oWx2JG0AwW81D4cQKC0Fr+Rq5RBigIDUoZVmy2tA6fWOU68EcbE+yHysWE7VIdeJfDg3FqmAVnG1HHv4GMOW+5ClNOrOMk3M32Cisl75wCpiGckqYjfjZQI+US/ffK/io8Zk/SCXn3q4wce8nmHC8ihbK/lWGTBVcPSf8Bb4tjqHlt0Vxhc41XPjnr1soc6qXVtUpCaitlZaZ7R/1avv1lrivz4xAA4f/XiOFNC9KDGrE5OiHfjlT1edqUThN2l2/PjDUJ3rLdTvj99gvFVjfpF3zBD0zw30Fxsceyi0/xQdvStWvktpdq8hWvpmMEed9DYrM/mCPJ706VHZyyU2xe6zqOeUjB92nf/l343QS8b1tRI6eG1KqRXk+yIAcYaUC2oaSEdfQQjuhPJaaFgQUEu+fkxWtytmYzrf7ewu7m5xzoKFydGjTvYn1bAdZpxv6JahtkMZFWIN2uFd7yEuWaJqcN67GyBYiRATCRFtB1NyTMkb9jl90nG2xvt4tKFnssoEOahFzG1Kdz+Olv03JIS6K2e5ue3awAplPbaep4bbAe2xQvsIndAxZxcVdlsUiPRQ6jU102PLltVXrrxNYEOdH4x8xkwtpcUryJLkWQKHtjWBTQrabGzjf6q0U/1S6m5djLQVxYYYX1KfnOn6srvb84DrL6czwcDMETAJzA8OIzAEk63n5j6vBVnZcSqBivDp0T731YfHxhEhgKaDNMvd+tLRQOkEYCAmeVM4/dY4siEKl+dnaQoswD3aKkGClkYh5sIEtZ3oXOx+ZBi7ML83QOZticgnmKU1aHHf+x4hQWA1XVUt4oSGX1deSeHEy578ZWQVARoiVnVCz57g7kyJRs0rOVlGLf5jYyH6l753z1j766vmRVnIJd9T5YHTIXA37K0Ow3nXrnTGDW8R+WHuAaCYzulgnF9ciIbkVdDOCCtbONANf4+NYEYeJI5LKxjgPv2BLqOsKMmN+RMjx2UbV4ZCay/6zTXJYQYOUWzPYL0uiuRXrr6pnYY+ZvLrv2Pi9qbhtZwk3nzl7WnL2qk5vEYQM17dT2JuRGYjrVJ2V9QQoM8n3QYbFJ9z8fXfPMWt39z75AAeivZHzP4PCFLDhgFA0YiLQ1RvOrhXOuCRRs3xS39W7m4/Noc3Xek6wCiFkHytMzKIhw6qn/jGhEpNSjdZ5kIrFmnROz24IoI+6YGz/FJ9kPsYH5ph3bxWJI7Im09DEuRPQoblLatsbhNZqixZUagu/jg25tqF9UKLKbmfgqFNM5Otmmp82c2WSZjW6mGMMIjLFYNz8gbMGpwr5vPdVe8v4n60HqXoU06L4QRq+CatEkxhKgN0xHpTvi0G7cVn/QvbQc7llORmQwnAtXU4zpOdE5WIewYo10kSOUASbJHp4kpM6VerMsZnjozK4ui14VW3EREY7owZQZlYwg94MqiyOa4c+a5Lf3yFwUFeTUoudcxRB/yCGfWf7fZf9qJVKKUt7vVfyWsrSJtCKXBRDsbAnT91OMvofuA4ek8hBy+AQxI2fGjN9Ekh+B8SyUI4W+mhGIFNu4IY0qbVHSB0+QNF57gnkoUskA3HLtXfCTkGpFsE06yRWTGC4+eTf8lCvRlKZq1eE0z+zula6Q0bF4ZOxG68YN03umNZOl9U3LKTYOLX4dHRZVhVqBG0qiiEWzN4FBFAIfx20InxpEzWbOwkubPHrfSZWrZRLwxgJ890i9rgAC2VeHQXxqgBa9x3/RT4dKb3hkc5R03zQW1CB5jx4OlND3oKf0xKKjQ37ckV8T6qCwb47Zi8gTmVvZZxpSMvsONhb2j3TuV6rOwQbw/UuJlztCp+bnl8miG//0ASoUc5nFUxF5UdZjTMavQ5EpIJgxQEzPrV2UPOBOFmgQYtfqAbmxMgBQFHzTbD+x87TOo54Wey+yHWAjFPSH7pk83NtfKE/j8TRSYfo5DlRDG1G/8D6phgzHdAWAU1e4aURgMZbtn5MoAj0rSHba8ZmOv1MYd/ldhYV1cq2FWaVcCVkLBbOVgbkTQp/UsAUABFXVpjs0GVz+SWMQ6JH10FSujJuscV40l1+xGJVQOaeXvxDk4b8OB7o2wTPEhxfhP2erw/akP4xNTz+7lUxM2OjguQQxp7HBB89MDlJ1PSs3tS/GhurZAvg0RtEASRG1vWK55QFN04M1fBb9iSxhc+zmUeLYFTRYk3uRz6cUsKljxD3JnnhAIe974MujIVB8EtGeJB8CZtMhhs4nqLXAs6pZIDFNu9UVZT2lwU8lWH/yc1WNSv7XNzBgx4MjQhHuq5G8W9Q9xLtYjUc0P8BVj++zNmS2c8I9pPYQ92nHqrCQkpp8QjFFqAYI3c7pu+el5QZV4u5Xd8HznCtGwIY8cUENtCxIAfzwCITljxvpNyo5hdtXLNsFU5VIds28L9LTXXQJvS1/x6jNNqXHFMLedXZtgaJmHTffhBTng1pqoJBqtBdcDsscxPKIeTw8xjyUnnuH0i123HpXMQ2CTFdXDrvbt2lCGCA5fMfkmTj8o6NX6cZ35aYuuh/OSUMxHCsEGNqGgcvABAwyX77SBwhwXHrsuez26F9SZLkDwHEzmgre9wt1WNQ3iqRjuGGuQJEC/SiPVSKrUMdts5ZTDLE+K+pa8p8vco6tiDRCDYzp9PfbWVc4Hr6kb71xjNts8TgOQmfDEJChWEhlhRN/bSBNRkkf1PbmXdzfuxHwZ0OZsxSLYng+GF5bxRTQmg4513EvYUhOnWzZqEipZtgP5n15ZfMUvtb6WzuPSTPbYU5IagahpzRShaNCzHvLVTNmxrPJcHvDEIzDsyHmnoXPRdSK0IcdzD13jsUppmMnDoNHOUybAEWZ3mX2x/2ES/II3su/6cqncioL3BgPrIUfQzLFSNJMH9t1er5lWPYYUz33+i7LDQTOxonsh1bkDl4zKNowjrO8tTmMEYGJqJwoSiYyMISkX0jSENax+g0IYchOZ5XeSyLVKrGZNdc/p6hXsnO5tIIYXnqcuxitt7ReqPpCbpwpp5m+GRdtiadVvZXlpPLb3gdgeefP+CHG/aGOQ2GGB6ZkLfLqq+iWZ5XYYzfq94+IcQ/N439QW6iA+r10ngYNgo69e80wV4zfnTdRqV3hSxmMxhAZUy+OQHaFlGLavHiAtzGh6//XkWPqIfs9WBf+TqVpGxEqb9Idg2iiICAARB+a63Sn5lS28g63SpYy7dQDZ4t6Cvd8yx1xWtfTReUirJGEPyvg+8SHywsjMH9pDoPs8Mgr0QQKvLFT0GtfKFEGwGQsajKuuhrGh+P16bDmbr9MnDhFdyKNI5Lh9m6J2LZXkzumIgO28un1u4SXTyIK2LHFBqcOAU8hzRROAWZgNEzkNDldU/6Ux9FqCX1TO2/5I1mGDnRQaJZOuzjqj9bKAzJIZwUJHc/knoQRLvM21XKKrnZv1Phec82wzu6EaeVK0kkoBt0BmR4/mY8fjwNKN6KgzXrstmDYK0kszjzp48yBOY7EuRmYCU4fAQduiND/AkGiF872M2h5HdBUYDIrCfxQwEZrIJfByzSsZMtpigKJPLRcGXvhCb7nooM7b+LU2YNbqBXceMYTexK+z27jzymX3OFohzwlusOKvNmAc9Wh/wTIOzAOtki3XAmxE096WpcfEnPg/O6RxE10drQ2VsNlZV4syzW0bXejZaKyK4UOmIBkEBkA+yhRr0/SfWoAdVTySIpHdRc7LFoMg42ic49jnZeeaHHmhGZys/thVTocNOlySWgbGEac6lLLanhUe6zb5vwZy6+25CRvcUPcuO3xV4HP6j0GVQ6R7OoVsCfpK96y1SHRpxJiql5kjSRM+U70Lm58oHeodjKJTMAHO5XUQI8W9sgmPPA85ZRhzZNNzpVtFHsvxxM+FTz/qfoatKGg7lBO9nnzT6bqO/xfT3gVngd/BY9YwOh4KBhXMV+Bd8Z7qu4otgkOhGWP6UjGEqcJLo7GqraWoKK00+T82BJt3oB6bGNtPXe2paI/tlDtnQgOFV/pnhEKWqOYiAp0lZTbwt4l1aNl3uVFxTyySkgrh2cFSIWa+x7fkQJAhsP5V2Puacao6FQa7l3YVq4410Uytqsp5G4uvI6GGskmz3DlaXl1MchHPy29cLmK4SdxyU22epocg6/up2Yu1gD6AVuZcR7Evks6E+vc/KgjxRdsmlXetUO5RopK+ZGbGT/OlSEgYDWLIJH+mAyg08yAdlwbdEZByn5snx259onZRSjCffqPdx6nIT+BJ+Ak8vV69Q65eBiyyjzMRNmT9u95KanG1tSDTNlxX7awV1c5LyocmI1CfLKNxwTSTsAKjLmjP1hZdLdqfPGZR7/a2UOWZip7TARKq7ygKE3EBlEBdGo4RRDlwENyBxCq/mjzPj/hrKud3fuZrlrFIUfmz0E4NTKxOKO8z9hgvC0Tb/g+TMYGV8QfvEhP5X9IX15/kbF3taMMtyee92HYiG6dvncEl27snnEk7JmAyFBIUHXBSc30GlkCRLC3UGyv78l1MCLXxQS4NXQPZxFh6xJVXDVV3MRzp9XNb30sa/TsUCVMwBfDD1GnbDMOkLfG04Uwk+P2HLe4+XJb6oqOSV5hNrVgBXojfR5eYHvgax1dPvdyW8j0Um4bZHFRrBz2iWMN6qrVsME1CP/BPeafZXjhJurB9KL2pRrC1SzfCRijuzjpTDoHEvRq/QsLE+0M03ZqqKlTEdiw1ElUsJzIR+UuhupK+DwDNU/bTgnQXzCWIQJVBbQbk0ffJPpXFKGp6Kh1P97eJJ1BP//C+jiPcOjBgJ+DiY3t1yZJ4P1jNmeIEYuHnO/g3oATYqoFIVQSoheNndouW+jSJywiHvAOTvkH3DzUEeRKCTZPzhCP8IU2TkAuzoBFMXqM0i48neWviohcMIUdzr6cpkVohfMY07+W4TSlXHD2cgThqEEscGQEhsXOCcuCXi5OVuCwBLgLrM9CM9Nx7ZSq1sfScXe8pdgiTb2aOjwfgZkiLl4GF+HyNvfSElcNQE47s0IzLpx9BadHgMdQFY6nOKaXWG5Ss1/mh1QBcxI1u9j0FANk/ZCo1AfQIZyT/I1nstmG8Ddan0ths1c1GHV+VlbJYulMGobGXhisCKrPMcSzvYYvoJziATMcyuWLeEm+QE25AAcltp3oZWuUBXd7P2Z/qq41bRV59Z3mnC/pBh9k8+CGEJy+q79mw6g0QWa/SbklQtdv5/XsvGHYvfDCUzNBGk+2lgUGWZjiw2c7nONcY8k3nLjtDbf+oF8Y5ctqxdbqosDcVDgKlcnmVS7gVTpzwpjp03ny5QfbQrgFd76eFKRUI30c1JCzalpFfOmfUcRcB68DOyqGbRvqDlaYI5FJH5gnstr0OvULqLQ8yRs4YIXyaG8cA8RCljHvC1b8S/bREqYMylb6udfrNyFXeVBvrNSMutwYs2wsf+ZJMtBNkNxKkrRWqtgSntjgfgB47F76RU9GTdlvcgRmf7++9deDDPzmOWcF49YY5hUXbt/7s0PkwR1c0aJh6Gs2Cv7IvuFJwszyNST7HXTVLc7+JyFUR+dhr6sd2pRgjpTbxo/zHhlq834UtbQmYkladCXo9O7NTyJewguMZkbc42Igpn2IBtleN9SFNxH1XdU5VbkYdADHxAVj3mkX+WQyTeCwcMcfR6Z1QVHIbLDejCk20xfSJ+aqO/L0unTx56O1CvkkL65OiSqffgyNeh64UrZO9p+q/UySiad6eKN3ozhvEhAyHtvFI9TUwPqinrgZhJvrFBhnKlc2Pl+oQk+X7dquGQNHbD4+76qhVzKS4oQktdUnskpnqMib4yqqln7WuIu5dwlVxZbNeX/k8jPwjiRp15MpbqRTF3zt3klVOL12qJSTXWMJyP8Ow2xPoCE2joC03e17fIdqIKo2x5zrawmQHkMe/RqumFpyhR259p+WibzlXpmC/YKhA3VrFoi0I3CCxcSScmRugdca+xn4suVRpqhDlEZt65N08fq0++ZVc+DEJOVRfcQLOvElSqVH/UCIJRjL6ouB5yinYv/pcmCsxfYupDz/Sjnz9juptXhK5jHNr6BkJDk/zDD1aoYOebq9utvnm+UBdxfI7jfs3lx+T2B3vRqBn5JqsCn4WMUFfd8Fv47vtcV5IgucQ4tw16NLOAaz8uzsjHML+eVVld2aPhwH0Az81Fga/MIhRjRg+4xEVE14CzJxnms6MrF9cXBDwZfS2nx8jwbu1BRw6LXlaV5yiOCk12k9C1IEiZ0DrbacABWisVm9jOZiRV0mjyluwZKSAg/vt7Z+w/uSzmCSh3ImZ24fERqBo820FKR/F/C/sW4rJCuWk8NdvrEFc6fN0lETQmH4itkrm5H1+y25XoJIRm0ckR1CV1dHJs3gG1gTBL6GSX5GWWLef7NPDfrkzhH6kuWb4YM47AjEFQFTTOtUkY8nu1pWewgLNtX/UYhcqcCpvkdu2JKr9kc4qFWU+rWmZUFnfcFMOkxksLc657KstJVkAZcdZavzXdYQ8rnY0X0EECc7l6v/VIn3/me2D/e2TAWRGMlExBu4NYp2xpw/f9mQh/6j7l0Lz988MMYRVMgd4Yr5sXKxDhalHJn7wG6TbQEJ8JRsEp5sVzbrRxAHfTJTymvuMja4v/nBV5r5X4G5aRFZFyImBDrtjGiIFKBUEU0C0LaF3QdzKADaZ4V8CE19XaJLw0XgUKxsOTvizy8+3uqcLLSbWiZRzCDL4QybhcaVdrH+5J6uGF2+dAxaTVzvN8kyuESHk0BkYqTjQGtTy29fvgkZ4w5yx4QSBZVibkuXH6AOWBHg+CEOjAs+aeioTC0Dekd5DfqmhXD7p6Aux7JYIGrKV1r5Iib3/IMgHXsOGn26hcHe8D9NAza4MIqxFL++KBxaxPdUhUxhKwk1FZ3CWzP/Z9O9bs/7Kh8cPSYJOARGejvSs5oCZKcS85OTZA+s7o1VtPVDDAYd9gbfFykUeRqOjwD/W6SYO/C9Mmf5FpAb4VRk4Ou4zCzlJ4JL4vm2ImxUWxu0b6vYgJizLOUTbsnASWH5QojJ2qXXDAetNfwU8mIJ2GgYf9bxZZR37O7becg6uL/LyUE9nSlwhwEsBp4rS66houeres1qsRXwUF5HKlNnYuI/rXsV0dxRkHMAAOFHeB1/A/smWrNxOZ6VJD+ZXSQ35lEl+HtNFT2/ZkN2IebI4gSGfpsPWDIE5KHTlxCzBdMlwYp7ewFmyvx9TrSHDJYSj4SUaLeSU8diTuA6B1V9hG2udfSda1RMSXGJnvkD9ScCgORQlNVFAE7HHIsYUMGSfFFX886yyYDycZocC1kJ3vekZn6bzDn0u6ddPIgVM/g9Tovk1cde5jtoJkfeJwfd8S/TfL6GsmPXGZqhBWqUXvNFPK8W3xXKp5+5VgigJWWxD5DzhdGEtBtDXHbxQsge579U1ReJi7QMQoGoseunrYwdnA7KdDfzgA8MXeiDUC96yxQ6zdoLMlYbKN2BCZhXhkr95hl/v1r71c1ihtcqzb9gRnrZeMovIRSesb/BoBI18nKjpHJTzpKqw+Y6M5AccVL2lKuUYg5cIrmn+i8VDUFf6dAEwvtkT7IhcjhyTiIZ9pqjQTT1Lc0BASXLYaEjBUr6bAG5chbzwBbWbb8BqbNC/OvWN9U/ChcC7q5VkvBrosHLRv5zak9xPvbYq9Wbj8YII2dByH9rDag2FvegA3nBR6HA6jvGhpGqQGr4GWJmr+ZRn4yjMdD5HMnFrGBT+rXjcYrRk0eLqrB0JUMJMvdIgiu9xShe6Ai5otzlwW6f6QHjEZnOwgwm6z5k9ceDXWnX9mOT+V0/DtlfxN9aShNlJVqFASIJmiyG/XFsN5bd4sJVhHlR0mIbvqOHLgSIfXBqU7NuvvdEJUqoZv8eJZ0so/iQt6vmtCMdVb2f8XLdcO6jluydWb+sGhQx2A/E3gri1EjgiiXo5Ohc/0aMMdJKg7/oJahgtbA7jua7zxMPhUCCJmPnvTrRmIzzwvSZKh9FVGghBDhMHCmVuZHN0cmVhbQplbmRvYmoKMTUgMCBvYmoKPDwgL0Jhc2VGb250IC9DTVIxMCAvRmlyc3RDaGFyIDAgL0ZvbnREZXNjcmlwdG9yIDE2IDAgUiAvTGFzdENoYXIgMTI3Ci9TdWJ0eXBlIC9UeXBlMSAvVHlwZSAvRm9udCAvV2lkdGhzIDE0IDAgUiA+PgplbmRvYmoKMTggMCBvYmoKWyA2NjMgODg1IDgyNiA3MzYgNzA4IDc5NSA3NjcgODI2IDc2NyA4MjYgNzY3IDYxOSA1OTAgNTkwIDg4NSA4ODUgMjk1IDMyNAo1MzEgNTMxIDUzMSA1MzEgNTMxIDc5NSA0NzIgNTMxIDc2NyA4MjYgNTMxIDk1OCAxMDc2IDgyNiAyOTUgMjk1IDUzMSA4ODUKNTMxIDg4NSA4MjYgMjk1IDQxMyA0MTMgNTMxIDgyNiAyOTUgMzU0IDI5NSA1MzEgNTMxIDUzMSA1MzEgNTMxIDUzMSA1MzEgNTMxCjUzMSA1MzEgNTMxIDI5NSAyOTUgMjk1IDgyNiA1MDEgNTAxIDgyNiA3OTUgNzUyIDc2NyA4MTEgNzIyIDY5MyA4MzMgNzk1IDM4Mgo1NDUgODI1IDY2MyA5NzIgNzk1IDgyNiA3MjIgODI2IDc4MSA1OTAgNzY3IDc5NSA3OTUgMTA5MCA3OTUgNzk1IDY0OSAyOTUKNTMxIDI5NSA1MzEgMjk1IDI5NSA1MzEgNTkwIDQ3MiA1OTAgNDcyIDMyNCA1MzEgNTkwIDI5NSAzMjQgNTYwIDI5NSA4ODUgNTkwCjUzMSA1OTAgNTYwIDQxNCA0MTkgNDEzIDU5MCA1NjAgNzY3IDU2MCA1NjAgNDcyIDUzMSAxMDYyIDUzMSA1MzEgNTMxIF0KZW5kb2JqCjIwIDAgb2JqCjw8IC9Bc2NlbnQgNzUwIC9DYXBIZWlnaHQgMTAwMCAvRGVzY2VudCAtMjUwIC9GbGFncyA0Ci9Gb250QkJveCBbIC0zNiAtMjUwIDEwNzAgNzUwIF0gL0ZvbnRGYW1pbHkgKENNUjgpIC9Gb250RmlsZSAyMSAwIFIKL0ZvbnROYW1lIC9DTVI4IC9JdGFsaWNBbmdsZSAwIC9TdGVtViA1MCAvVHlwZSAvRm9udERlc2NyaXB0b3IgL1hIZWlnaHQgNTAwCj4+CmVuZG9iagoyMSAwIG9iago8PCAvRmlsdGVyIC9GbGF0ZURlY29kZSAvTGVuZ3RoIDMwMDExIC9MZW5ndGgxIDQyNzkgL0xlbmd0aDIgMjc4ODIKL0xlbmd0aDMgMCA+PgpzdHJlYW0KeJyMtwVUFOr2PkwJ0t01IC3dIdKNdPcAAwwxQyOppHSD0igNgnSH0t0hjSAhpYR0/Idzzz3gub+1vm+xFjPPfuvZ77v3s/fQ06hpsklYQs1BslCIKxsXO6cwQOqFhiCAk5OHnZOTG42eXgvsag/6jxWNXgfk7AKGQoQfjEs5g4CuMJs00BU27QUUAlB0swdw8QC4+IW5BIQ5OQHcnJxC/50IdRYGSAPdwZaAF+wARSgE5IJGLwV19HQGW9u4wk7571cAkwUzgEtISID1r+UACQeQM9gCCAG8ALragBxgJ1oA7QGaUAswyNXzjy0ATM9sXF0dhTk4PDw82IEOLuxQZ+vnzKwAD7CrDUAD5AJydgdZAu78BagAHUB/ecaORg/QsgG7/MesCbVy9QA6gwAwgz3YAgRxgS1wg1iCnAGwwwGaCsoAVUcQ5D+Tlf8zgRXw990AuNi5/tnu79V3G4Ehfy0GWlhAHRyBEE8wxBpgBbYHAVRlldldX7qyAoAQy7uJQHsXKGw90B0Itgeawyb8RRwIkJVQBwBhDv7tnYuFM9jR1YXdBWx/5yHH3TawW5aBWEpBHRxAEFcXNLQ7gtJgZ5AF7N49Of56WDsI1APi/Z/vVmCIpdWdD5ZujhzaELCTG0hB+u8ZMBPavc0a5Arg4+TkFBDiAoCcAKCXFjYcd5treTqC/hr8ywxzwNfbEeoIsIL5APIFW4FgH2jeLkB3EMDV2Q3k6/1w4E+ExsUFsARbuALMQdZgCNr97jAzyOo/GPb2zuCXAENOWOhxATjv/v75ZgyLLksoxN7zfvpfr/sfT/+xSUpCXwK82Xj4AWzcfJwALk4BToAA7Ivvn8v/cfy/Tv9lVQOC/ybFeb+jAsQKChD6D3fYpf3NH8Dh/nc4MP2dKsyAP44AcKhAYUEMAjDdx7wRJx+nBewf1//vyP9ryf8V73e7/H+E/P8QknWzt/9rmOlu/H+HgQ5ge8+/J8Bi2M0Vlg8voLCsgPzPXF3Qf5L4BcgS7ObwP8MKrkBYZkhArO3/e5UADrCLLPglyFIN7Gph858A+ntA+y7x7MEQkBrUBXynNAA2Lk7Ofw/C0s3CDiYnLrAn+2sMBMumPx9VBmIBtbxLO24+fgDQ2RnoiQY7nQsG+QDesE9YNoBe/hXbAA52CNQVtggA89IXYAV1Rrt7Wk4AhxzQwQF4Z/3LwAXgkAbZu94buAEcWjagBwYeAIcy0MHc8t7CC+DQA/+D+AAcaveIH8ChCbZ+cIAAzENHWIbDnP6vSRC2wuZ+iRAMutxDLhhHVQeQ9QOOMJJWVvcQRtHqwXwYQSv7e8h7N/nBMN8dfjAOY2gJhRUEl4dnCvxjtL03wnhaO99l/j8WGFWgBSxq7m8LRtYC6PzAOW4YWXNn0INV3DC+DkCLPybBODvfveM/BhhrC1ik2ds/eAkYc2uQswNMk8ztXe7NMAeAD3aHUYc+gDDSUBd7oIvNvQnGWkLm/j3v7vcBhPFV/XMBD4ywi5ujo/NdLP5jhFGGBZY90OHeBCPt5AZ1BcH4/Sf9/xmBUYe4OZjfCYj1vds8f909zEfnexOMviPIGVZjHqyG+QB0gFld7urJP1ahv0/78yhemDuOsEoHsQdZPbBy/W3912SYZ0CXuy1c7O6NMM8c7d3uXeW9ewzowyzhhflj4+loA7r3hZf/L+Jg6D1DXpgvf94kL8wTL5Az9N4AcwLWMtwnD4y9q8f9OEw4OVxtnEEPZtxFO9Tt/sb47uId/CC++GB0XWBF5R8MI+sCC8B7rjCx4AD9cRF8MKoQ8EMignc+P8xSPqG7bRzAf1r5Of8bBpawGntvhvEGObkB7/OMn/vuuUAud3L351Se+4F7I8wH4D09fpgLEvcIRl/yHsGoS90jGG/pewTjfB/asMLIIXuPYBTl7hGMnvw9gnFSuEcwMor3CMZF6R7BuCjfIxiXF/cIxkXlHsG4qN5rHoyL2j2CcVG/RzAuGvcIxkXzHsG4aN0jGBftewTjonOPYFx07xGMi949gnHRvxdcGBeDe/SXYAEt7ECuf6SQEPd9dv85wPPPgj+zS+gub8DOFm4OVvag+3gU4vtLXGFt48MkF+L/e/s/94Y5cZ92QjAnzO8RzAmLB2UC5oXlA3gXgQ/gXdo8gDDO1g8gjKnNAwhj+LAAwag9KAOcME52DyCM1INyAutvOO4lkeuuekEeQBgr6AMIY+X4AN6lwgMIY+X8AN7l8QMIY+X6AMJYuT2AMFbuDyCMlceDiglj9fIBhLHyfABhrLwewDulh1g+1DGuu/oEcviX7U4U3SDWQGc3B3ug2wNudyXKFWxv+eA97sqUJRgEKyngBz7dVav/qTRcdxrj4gi0eLD8Tl/+1bjcCcyfrQvXnbT82bxw3QnLv9oXrjt1edDAcN3pi9pDLPDvJobrTmb+3cZw3anNw0aG605w/mhl7jTHxcr1X6WD6058IOb/cvFOg/7V9wjw/tn43EnRw9bmTowetjZ3cvRH73OnSH80P3ei9L/dz504/R/tD9f/9D93SvVnA8R1J1d/dkBcd5r1ZwvEdSdc/+qBuO7k648miOtOwv7dBXHdKdn/0QZx3Wka8GFvxvlHI8R1p2v/6oS47jTtQSvEdSdlqg8x7/80Q1x38vW/MXonX3/E8x+NuoWbM6z3cP3rFxUslf6L//qxDAK9BFmgzU5DLUSCbCuDms/KJcg92NaHRSfo13XfMbN5zzq3uF1goSQxf0oPWHY+kUjqa8dZWJNh+i0+R33tvdNQjfKmMUG96dLnyjROY2y9Ce3rKFH3SO6ORFUXJSoFm5b4hs+1k4+Ovx1iA3ybIn22k5sgltoH/DOPTrmXVV3F84Mh0+vqG5/4ldCvisfZorQjjfwLJunfm2dMkdAiu7JRPmbB+/USe/L3yQRe1sgttWLcUzTf3SiePG+DFe7o8ymvxY9a3C6fSelIDUgoEX8/Ukyoo1IDnc1yrAokjs+nMBX0GQtD0qLjz5Szi6VlKTlUs8/qKaCG3j8i3+K1ElnhyBqdhC1/Yux1+8z8Gddhg4JmDi5+lHlzfu96aW3aD8xvLlwj9uETSevizEfS9+mltXv2BR8gZtKtEqq3+p8bovRI8+v9z0u8RkdFFo0mULtf4k6NoCecXPeVWZ6qTG5Rs5N8fd0SxDJ3jb6MzIkA351o9uYKPSVRrlkAAa6tvl8S3SqCe6dd0qFCy9bJckS7ivsm40ka6Dd3beb58bkgU65yjJEGkOGsLgeMq5wfpfpOoWAcl3aELLiNw0yOgKVX4mU1za93pAfa842/A8htaVS5ejyMyA5HpsmSsaPUxn9WwnuaavQq5456fIWQgXu98bUqWcjXN5cur5ZlsTuJdEvLxemzb3AZnnSbMdZDE+rm0xIHUN4h5Sbx5OVWqdF2TwtmJnVMLIWfaZ9svZHjs0HL7Hwy+QZsSOjk5scHr0uHxiQ2o6fQBdeAoxtoXdMR35kiAXJ/tOZiy1VT+QNfkG03OH7Jji3p/KboBh+pQ0arQ1119R3VcLPIZf7uiDle9HcL1lWysn0VTi71CrU3PPuo37z7dwZC3j+l2vBl+tKw6BpZ01uJGSgkz16EybRUWO4bEtcnOdjvu7XjPl/uyZ2QPqAhGGPfFxpj0nb4QaxbXKbfMy+YYZhlwdY0slbW/L3tHjMH0slZ+5sWMX2qPsDI7IeKVl0IFg0CrWHYAcqoPJniNybuw287g1ukGrTYdYTw0gQ+OH3x+zZnNatIQbyzHhhBQadXaNO/4j85OKj/Dp5tjb30EZpmTK+MO3+BWeNui+bbgb04uRIwqIWXV4wrzf3hWzkRqCc3KSrh2HQe3y2dmb1u+wnZuTXb+fKkH416DURauKgtdreQ7Yhgte8Y5M2983NryRXDxaZrkzu8LHbaZ4qzo999lPAHEBzbTG3w+JIycDD0NDnFEa78K6bfzbeBSqMw3WR8mVTctAyN4Sf45jYWEHILdjJQubp+eDdW7YXWmb54oXP4HvzVUAoLWbn9V7eLDV2iks7SZgnHlM++LeebLvEOFGJwcBJL2rWtegRYAV/g21T95KaGAR2mz0d4e5jTb43aAVjbqGIM/ZjaMbVqYZOzLGPfogP24ekBK+0YiyTQ6l52IE3eN7tHSnkZdu2mL/xWbJ790PXfLl9NfkKPSsZQuJqi4NhkH35MoHKEs2E5JN2NAC84NHTcfey9WpRPVHh1EjFIGvdmviOjlHwn86NRFmsA5PAZ+wyi69lsQXeBIHRKgy1Fv7pNYUoJuv57I9AmeISa6ZZRqh8a+T36oGq9fq9rE63DrLRxc9PdDYQRPe5OOE3zVj65b4mU8C0NMG4SDj7wGNtvNju3W+Uxp10kAH16BjjFPOj5PX79yFNLY45uDJo35nNg66VeqQp8Ich7ctb1W0hhDwn1oHRXmQtl+4iPHegoZR6A8lWGQAis7Htt/lyprGuL7NkyWO0TJ2GoSYlKtuwBkvV3bJRtWcOsZzplOvBUuzt9P1/Ua7f1WT3dlsyTilAyduKvWcwul8cvSCJBbKzGkaLV5o5VsMo8dBD+oNHOul4SNgjpGVQGrKB+YiRDKDIkMIygI7s166bflzxpdIm+FeyVJuXzOK0XqdlXam8U9Jl24HgEdK289cKQgU9AHxLYoN9Kh1etsQsa9e/N3jjAeYOOgbI+3wuVW1MzaCy/TbuWXgJTEnmwIhOsFSE6u7i9piHkrhbjBo0998XnaEvb/7kZwTt3wSsZevCSvfa4/oNRDhYe0mpKXj4Z3fmoyVDJx54eI4SGXxH737E8xQry7CYRqx47+i+cZsqv4VTL/HbYJvwtTJm8SeW+iPO54ez9tGP1GITudX17seaY9I8JF4eCsw+qnQU6Jgo19T+L1/WNSmppWl8MnLq6aaFS8AfoufwQ1XdMR65fgUtWi0yleIJ9rBBEq+cc9m4z+uZJYyoBq5DcWMa5SQzsp9nLsGf5ZI3uxcIfC+1vz/xl+q4+2s6+cUFvuLbpRiWJL/xcPOXO+FmiF4rFLylqTGvJgrbulmaV1zs8RqBfOeyBZdIU9xjaYiX4CcDeZc208Ys5GAWu7B2NJoi4ty8w4zeeVdTQVX2DicqwAqFCQI8HbvL37RG5yyjIT9q1CQVRbIkUQQOVE94Yq918QYVpf/zQZpcn5LzNyOY4Ax/cbxMnk4ehU/GTuZWIqZl4fRfwcWHWxiUEoRthut3GBG/4X6dSJGhoc+1dA18riwUQDRPXfOcFUQyT7lmhXtB+xpZ6ebWShZpsblCiOnJOWdxR+1gH570Bjazs00S+bOQ9ysfAfvusJbNg2ZcLcC+QQ+2zM8s6nQohWBabepEmgm/rVmO9+r5ZawnBnbDaGWg5+HNWv5tGfP97vlSNBfWa7ISBCglJSTH/q9kI4lcyqkw6QXVu1qcdX37rt/fXSqCsWJ9TP25vOkxPuf2ps73vFdRX6IXyFtc6Nr7M6Gri2/eFefhcLxNOZZpWBjvuSr8XPAp70ZFfWKh0jkspLzzJBLwicH0hjBtG2M9LzY8sLVbGMG7VlM2DP6SFayMqXLdacHZVfcppJcQyh/Q38USqxnNzEBeSOjR79u1fchgznrNImaiEL3j0G2rXNyyFV100oNbjzXRLTWReGM6LEP7q2T42GXNieBtV04A42Ki7of2NbelNkYYBJoK5L0VPzJMvwoBce4227JJ5BH5mI+S66nfIHCYoOnOBZn78a1eOmuOcH1jLm2QTl4LGN76dKrBjM7aO/I7LC3KZDCRGpOnE+bjDuAj2BpEqJNKfuaiq+D8talqLMN4Y4EyM+u3As37Ao6o6Gfd6bv4zxKPg20YAnqhLkf/luUpR51h5ab/c0270a87CFcuanBYptdCtPR6IMJops+PHEURe1VL4+B7uE58Q3u58k4bLbqcngqmCyyzTEvByDsSY9VofAJmkaNlPUXzFheJdMUDrT4haTe3x6qsDWsaWerrmskyzUhIXd1tClsW7GUvS3pUK6zwNVeuuuwD8TBx3gCugHFvPqTS7pA7ibB9/LC2Kes4qF8OTQOKMl/Mj3Bh/RmPdM9FBSu2jVbNCW2RLs+DynCkjjcwWLTVzkoWYNa8NZS+oMOfF2NbmVPf+EGgJXwEvpIvPOopkimy4GiGuhEMxNeuDR0wArtMQx/A2rsSAOLo2bZXwyU24HZMYQ6u+vBTl3HPXfF5rVryJLaGE6VkNPw3FqR9UJ80WlG5EyZmVMpVmHIPLQMA0T0M5FXpY1fvpPRHz9zxavu/pTz1EeKc9v0pGeMhh24zeIAi2hJC4B3Yib/BS4bYq2WoJjSy7B2BWfCTQcJN00XTiDdF4tKYHnrU/304KxkLjm/ZOabGpwu3JG4v+5SdfBXnv8LUhPoWT26ErV2QoB3v5apE7xYGXGvcNgDMfWBw+eHRaXCrCRR4s5d2mPXOyVMrtb62mEozx1HfGfvtn4O8d3/pajOOKN9T7B5080RjD7wY/cPO+8hhd87CQPPBLN5G7lLLhwVVxBh+hUWt9PG+JZDejjW1/7g5BaOQAQAhNWUJxg/sxTcZ4Dt+QOQCOP3ycxHv2WRLAbvnFW1aHUS+qC/w1Ai1lt0pVKrBrb0jIZIrNtUTG+0fUsre6KCLJ5Sshcd7HqFX8xgnBIepQd3bQ/MnU05o0Hn9uYxno45IeBBdjWxMnli1WSHMzwXOiJLPdXzsv4MfmD3eZpU3rnsdcSgYc26VjHA2HOFNeuaW++xLrIcCx5DpSnatfAFHKUVWNVFD2LO3LzBpRzA0nYf/ie1JHIbe5egkXwNtoS9BQtFGLmko2p7oNYPyYC8YEPh+N7n8Z2meabGbKbnSO5B+wR7p2paSlxmhkpcjokBufwDDzQ53zmaeUZN1uQv0C7y2e6ziEeiH95nHoOumhyDpBXvllvmW0f2e30raHGLveptmC6Qh9HqBHzI3NILx9mzMkvTjJxXgbixciqIqM7ceS+FpD35MO0deIgLktysIqeZhgIb2yAmLCKfuo9KyTqXRHQko0e+LRcNvWlm3R40ltYleo+KBFIMOKgP4bDzkZ0tNqUrjB6ycqNMeIE25wRPxsdbiXzbznSxKWIl16+YMIhtGeGGGjvqk1Yh+lVkU6XDDd6N7Lzg0lYS22exCcfN2rv7GrAyOjmByfim7MX2mq/9pBiMZqOSQ4xdowxe9aYadbHc2+WUqTP/w0eEhwQQAItSgJ8qcxvc5ZKYxXoJjzFv/WfsqQF3w687xTPJKip00ELEKuwrUSRRHCLtfA5H06GOODjpDZPL4yaF46I23wm1vGU/lrteRKnR2vWN+7AYTKvNyrWifD1fZeqhkRTprVX/Q5DG+GmXTk6WJA/Jjc7AiUoVWBYfjmwS98bPwTcpgIqMi9pgiKmlgbTj+1o1zMZzjlHlKy+i38bkuB2FXHT3a27pIkYWuJ+B9PZHOEdFpjfa8MbmqwzxoB7YGrs1CdDfvX08aAwT2IT8N6fltoHc4Bm+IDPzpJkNeqCDxPRsL5nAvf/4lJTgvv9i36evMYO3AaEQy0wRJpdEh48gS+UaMw74k3f8MPWcRdxDClSh+vCqyKqSbWrU9uGp/TdSN3VVmbSi0D3CYtbflCZnTO+XBPnLi5R974uuu4LmsPZq7hyHypYSLddTmkEkU3QuE6Rdy80ok0ajGAAgWDs3eHvtoz9D9WRh7mrEhDV6U8VNdlmpccQmFA99jKeGROCPokJYrkeWgeof2+6ah+d27HoQl86osAR55LZGbwzjS7IbFRDzP7VS/PJOvvaekZU79satuo3qfp5sN+bdWha9strt+xoDYieiPtrZW7B/Ui3aS6dW9IdNLXEmcSUU7gyrA2MP1fZeh94C42iS8jUjTfnZPma6i16B9u24NEZ3VNUnLLZHqYStnOejFBIfFoXIFR20tDYVXOGOi/xlTrSL+U4pbJY7xRVLCEq1y8ne38ifzSBQVJb7FC+Sxg/TU6obazO/tNrG3hSxr00P6Ym32Zo9YXdnAq7rJEt69OOoTSE9GZHOgBzT+Ua23yigyIxp83vIX9HIoywd0NmD+d1lw4RkrYb8UAlHOpj6ilM0m1kDdXNQxP+YelnS1UCqdCHxUNBnc1vWO3QyFF+v2mPrguujonP9q0DGEP4zh+7t2pNF5lqc/POfyVCXJW7sA8FbwR/WeplBQpQ7UVnXbra68VCZwnf9J36dahxaBG+gBV8ntzyB0hQdedY+++6pPjWIhTOjSap70spFFY0RngXMMqk19Yf7bSHM326BGBiNvn6deNjZJS+xS+ve2FtulMQkB13HUfLXWoR5/PCqLN+nng+HZJJo6TrI6wFTzzLEtoUOeLGp85+b0eB7EIq7yLRD3Njeco7+huOrKT6qbLoQNb6PCfq665k7DyHRoskPde1Ywd5Skt/XqSYjNMtvH2Xb9dsvatcyRO7D7apxKb9gPntfIxJcMgvKnrIE4LWV5mJ63HOrXfAOkdyD9yE4jjaPsVPZFeGSX0m1WgmE/U0hdq5LPc7pgWp9Jk2LxFcKd/2+zsnytKwbFScxM+q3SbErXshcqQPNOunl1wiaP2bVO+yrJIDfFXgTrw02w/qXmIPDFxTSHf9c5+bdoeP1oot6ucN0teFHFJkxzqV63rNJWej8aWbxCEpw2vJ7GRVUQTjnQoKbme9FdCPJsIudO/cJrg7XFgpq/ubflTrgiTZop7wynczr/f5Ax00h4m44NfVJ3O+IIoK0DogaC17/1E5OITYykXofncplP4lEpzNCaF97FNbGQFPZSFzENoVXCdMlUAe30Ql06gDDUuKkvCLEBLkLOha2a9hNW80RffH9lTn+m0lIg/sDxjdKRLvZgMeUqWlOXtbtwCimsKZrj3XrB+blyR5tNQ5vAfT+rf5HNuDzplH26Q3EjUMdI3sfOZizzuzf3mg/xNx8pHSYyBYnUjfk29V3AAP283FrfcE7kAft8SMlug6Ymxz/9RjsoOP/zKGXE2MXvmKDah//I4CWrA8zpqmjK0uI99USd+JzG7VtQK2rII3ykvpt41MGgwO79FfRZIYpYIAnhRL9hlMPZ5vJDCnfjC9hXH5Utb1ICiEptXH0UEcUWRQ9lauoTMo6pNhgECZPfXO8dR17IdM5uXI7R+XUXp3SwQdwY/FG8sGptt/A7ZoEfWUdeWlC0fCzQjq38kKyrdUNb8UKwBEDnS6aJUrdgdph46AbXw3AqtVzcP+Y0HERaNf3gdQZ7M0QhZEzsIMbhZwoGZ1aQDaVsj3BLmkGJo/fYw3rhpi6W3M7Moc3uy9RCb6b9M0CNaer/3NDsVPTEREjcqP2+GPdLDpkbdkaEmYmbk2hGRjN2Ub9HBekwkROvj43GL3BBHHOIzMj+xS467EE0UGDUm/pEMJzKb5evIypIO3yNvXFuUUt3+WNSedwTbat8/uMrSBU8FVccw6HGFxCFP09gf7lYqD2qwTiBl4bIt8e0mDEmjp0b2aEv6jX2XIfwUS7PhT1dp4Imf+niv/N1hWm6an/xnfMPxyCKxLCzZU5km9UaRIzwrdCAcOP/Mz8YBTL0qCaTycFx0SOu3zF3Uxmm6Fe8bN0Ub8eOuy+PPrBGHhIqRjPBMnFAQ7RXD47ajvavLrjZbD2JnI6h4TrutIzsQTvuZOZlbz/XS0G2cJRqO0+kFZRPyD1LLlJwfrgnaKFa7jCwHh7nSteguz3RaiU5q+yzF3qzYFRC2IMW5OxP1HX7yncRMOQjcSPhsN1ztQPrTvMbvzd7sr6MyfO6fk792+2t+wuMyTfbxn1fk7Yag8siWH5kHge0KdRyaBbOJecZWzi4ORjHdZnEZ1p8WXwyg4xp/CD7n9q5R4yxaV06iwJK+DmC/EgiPgw8RRNxFCF7Ial7eaRQOpCc3P8la9GIKU+sG3Tat8+o/qlCP7hyR/BzgQ71GVLkhCyacK64C8sY1fiM+Dav3Df8cS+v7AuNVvYnt8QHSchxdbzNPPFMl1Znegk+OE2qPnVauh46uAcFJZRfFtQGp6+svALMvsuZfmkKwc56Pq/9wbZl5m70/8IVNc2aSp3zam5vZ/aatW/wXGrmL9Nfmd70o4f1TQU1JuPiUldBEzORY+QblqTIHp61n1Lvj4Sd1auakwkN6/UguhcDkW9WvYYtzRrJlE4EfpX+nUDbirIwtx5os8++mMKYd6eFOfPOon39u1cG05qEI2smQCygX7Zl+EkgWr2xBqp1n+1WEGFelKzf00WnS4rOpx9WPZOerTCBXrhyX7/HP8+n9SiqiGU3KR2zQvLDU+fY0aLAqUZ7tIH9/HvAmCKnVjXPvGaKXut+rF/E9JV5CNvyr+M2TH66Y0QSMeG50b2qQN6x/E5QGyjFrlYpqewzfJBS32nVStR/QvbFJECZvcnEnLtmk7+dSeiOErPVVW6IK8fs2UjK9XFFugyUkuiqLnSc/hja7xjaPlrlFnfwdYcwa3LUuaa3+en1+2K0T0tLPLrllfKh1ElU3kqpMn+RmJ0fcj16uOG/aoNjTcA0R8No2cgavOuIAIi1U5sD57blyk/ZVAfCVAWsWNb5dnvrPbSiiR3Fp1i44XEsizZ2xOy+u+KS1Ec+fvq9SzqtOjtg/mNdq+qIe/ZfilQtjPhLBJ5S1lpqop3B7iN1N4YVLRzLqafSGlFmLH/sn3J0NbxktFjq8m5XDdueEUQj9kPH76vhVQG/5kpGKpZwq9LXPGYVa9hmElhPJgQq3KXI7xCi9ad+E5XBoQoZOcrj7RaiPow3e26FtpXyVRxv9zuyOWU9NQCH/OkIpKNXGE/GT1I3TayuqA7sKkLS+kdePtiF3/MVLnTlahe75SWPiyQjaa2BWeNl5h6R0+VwbntqrDUWCo7XwrFifhCYLNoxFjKqWz1X5FnpktRPpmY9f6tHkW0TTEDX6NpKCF0yZxNJFqRhajevzWqVXEGSJz+iDw9zxwEsqYe/UJHG/aX+pP/l1Dq/p1SpGrLO9/62BNtX8p/ukZOjoS4GWPNZeGY1rsDEfxT6XLxJad3rXzhHZ98blM6hw7HioPsQ6WfigTJcNMp8wfmSBmhg2JNN+XYabzJpSo33Fj0taTwGMW232TTSX2waZd6UbMZ3NnuBwRJ1Yi6kNx8+mqTZIv6fPjBc4yDoSOauVNXQUA3jr7ZqGU/wWH3+ZiVcl1WdjGEzaQlcbd4n7ASnO5orwub6EDr5ZucSRmrdXR7TUmpTWUXZEF/ewSIFer1J5TdcP++3CJGNtW+uC5lJFt9jTLqu3SL/9EvTAWterDCqdFDo0baiEtcnh+0sQFuKrrmQSRKSz10rjmwJX5LnqRooKznGIWk/hvV3lF30Vu0QPJ6wE8S18OB3ocupcAXsFJpYt6Y/2DTosX2RXIt1sXSJeNR2PJgVEZ3p7JhXXR9D8+oSHwa/16gk98e7EQnPttov4vgYStrMiOkOi49B8NEdhmQop1xXJKEFsc2W1xbk/PKHfojmUPTnbKNPtCSHetFdKo6/4vGzICMfyUM7JDPj4Td9gDlJki5tSCCqRZ8/sGE3ZsEV51fbjl639L+Y+8Ehlw8MH970vJkPbZQE/8b75UYIr2Iu9N9NGZ3qDpa/jp2Mu1VU39jZctZZSh4P22delkQWrR5if3fDM6nZjGdPfEn8RKr4dinsudPjJLOakkUc9ySy51q+GxXnpKWsGOTn2njPjtIWJxmQM6Az3RW8MUrV+xnX0jnbW40VRrrWuR/lun9hQm8ljeDaDfjPz2NP9fHaeQpQaMWGDYYwTgHcwE3A5gJwy4SBzhWk57tTb7+UUePj9WrSoHp+Ih5hd3bL45FNw9B7B/qMUamq0IWTNNF4CxieKaGNvi7kiVXPfOI2JyzrhcQSd+jTHfFdDJ6jmSk/YE6QS7a/1KOVcVLYDldqRDb/ECAs1kIlSaV2g9E3t3qs+TLxRC4hhGfOUOw4nWrOC70U6DUdSMFCcPznVej0by/3lIFGJDdheFWK39B5XNiass5Dj54Xa7kK3wK1oI5MO9OcjxNMATN/uCz6ZkQLK9yeu4JlUK0erIsm4lNabxTBuOhGeT4lmSgKdw7xPDUyNZaxJY8QXQ+HoLPLXBhiNL9dgTUTmu/VLPI+BSeKj67K4sSTdafVQSK+Ax8LpEpI7HER5+snotcK3b6h+fqbC7dloRDjC9erIy2ycXDvg9cfcIdruH22c39eODQAleIZ2PyBxla7jWjXzeD+eajPSRXmV8f0ZTo9REjpOmOHjgV+o7j1x9qPaQu+w/HzrorPNjBYqq+Xx/MDnGCacYLomQcsdFRqcWptkhSrX6Ak4SkXTk3Ck+Nas1a4JtHiIZvmW3vObCP1SQ+PryPXc0G0HHAnf9VSbvPXsb/1+DFJ7Ic6C05Ruv6R6h81IUZkYqyMn67e7fcZk+nki31Kh/IYaSRRV5n8KKrYf8wKFSx2llVfRRr4BoqINcDhjf1xuUcjfQPm0l1fhdTRs9Mh8ZoFrtXjpVk4vm7UmMZ731OAAJbvcP2SXycH7BsNAvl1MaIw6Vgjlec0pVZIYBMVJlfixBnJIbHtnXuP2+zCt+SakFxzInkMgUbNOmRGybIkSqEGpvfP58LPcL3LvuDH5NJuO1bBt2hdYEp10ralwAlC1MBJm5z/gJQ6W0qJch5hmoPUIgr4KLuYG9r3LfhQSDWHmrn53sUHgyEfQaS/bReTIHNY10ViTu3/JwSrE9hJTdFbOIdAM49am5oWzi37yuh6b6ogKHJLqxcfIr0NViQii1uRembEkawvcHlkmBy/eAnw2NUEEvABkzI0Ms+oP0OIoG5d0q8V071xxr1U53lMeolrHU9REP3FpjEiXePx1OZ2g8SzRnbI3LFp7sylJVD5TPxzWA+qsv1H+wELGJUqb5ZHhfPV0nAApZca96eh116PNIrV8eGxbvAJljTBNwSfZjywwqky0qDyTHVpHTrhImMW/hGXJP/k6lzaH5gXwP7KMpDVy4A8NI+gWMB4HkIuXfZAi4sViqJR+8gKfio170uJVa8GEqQeZ+t63C+Buzje421FPdRD+XJUTRvsz8v7QdPYuGv1Inj4LAUB4yTqesuYS09bN5U5XSHO980aJLntajpftostkjOgOj0JeJABbN+HVm6cV84orVwwM41UVFkfjmfPnLBTzRLu8aUYJo7+mqmm5i6XoWz9u8l0rLObIvw8HiQvbC3bNvOfYt7Evy60SKkC3MGhzjDEt/oWo/UEZd65QiH8qeUWeeo9BKDneSZ4cc3lyXt5g56RPQs4B+8oWZxF+lMenkbdIA/zYSibjJ72ilZz3YF2U1nztpSrnlha1etFXS6Apy/azJ6rXsu2HqXlyQpdXv2KemWtQXEvnHelGflGg1YY45LMZexV/yb1QipLlx8orw16lqREeS+IXy68YjkDMrwa/mFKCN+lq+5AR7lfJ/GFDKcq8NM2TxsP4e1rvUod/9WO2mFeG6HvZs3NzzENA57LMH1GQPJswMq00IKvlK/2fCwY4F09n6zFvFf0rfExYpRVVGo8BDjOsgirtSibu/JQCPYOq/Rhxb7KdlgjBTht+MinJt5hkEv26UCR2RFa7X1+5CjetLjRVn9VujDTtIDtYVKI2O32wDrZRlQ8d5UIGvggcp0Cyso7VnCjEiHj6eup1u6WnnzxC7XwzaSCoJY/es7Hy08Dhu7CrFxubV0xvOrEqgDkCg2JBHl1ONyyht0RA/gKFX4hvX8E39V2SiGY8Mxyc8+SJk2gTfJUoR29I4jjywmOVajOm9Pzj0GDQeQsoIM2y7KuMKrto2QAtLvGRm2dMG7JRWcojypawk0D7vuv6SPVy1Fq82sIko+uWHiVJjGvCeY4P7Ja0HdKfFl7DzURWZ5al1CzRnpSlIiRtvizr+DlT58ckf/QRk56U6tzGXWtWPl3p9YUwce0n9JCIIVl+spJxslgmjMfE8895xhcXW54MDhDm1ax2H2CEPPNkiIqiUIhaNKov4stDUf1V5EVbfOHMkPX2WdOIiPPrfuZrNZ4TBanrGJ4DXr9uLy6qJ8j9r7/IO5ft4D0mDGy9vYpATnn1ArSYs/lUWez2raeE9C/e2BiVcgZn8jQc3qavKhWe7PRyKAWvhq3me/0j1RsFsDLCSSfmVg7Se7g3zLlNtXoaHXYjO8XL2vyO6akqpBOtBGNt0jxn1IUi6HRDZF/EeGfTlBBYzHaoBix/IetyLGQgoavpz0Gj6SeznH2JCnWcNP1qdYhnjPxmJziZHq7tqwpWHimiTzT/emUW241XKua2j8mGSkf7ZEZ/OUNDW8f+iOWhRV7Qwn4XOv1PvBWiRyEzizsv68zSOZ5UKOcnnbHkAapdztTfkrwTluxoByp9c5a+YWAsZL7ehdgQ/cyIr7IUTRC5BgakOvvJJheROSuhbUdY5aLAU/NM3M6VvYjD/eYRUAVgW1ZskPLRrezVvxmMPZkJ3cjqV70Y+E2aOZFnMYNB8d09RDYoDUNJjuXYBPwyd/QtgzsrtT8wTUQA9dDTIhfl5QJKEBX5gVVkjgeYB72xQNKNhHEMux7ENeoZ0ag30wEd0JBHrDcuKFmd8BCqz5GfYhowv8mQrTwpszYkkjf+DA8Y8xdv8flWaJ+Ga/r2JRb3TE+5GypDCG9MAD1A3YmVEcGuIXZW8XepqNJTYe5CAZuWMyCuenoW6jO4tu4049e6kjOpPfXvg3WJ+HMq6W9sox1RxXFCJOMC23fepH88Xgk6E0ELfUShZMoXVgUNPFVGKOAUdUaTZicZbsdGWS5EHHL8lLiuEoH8W3FswDlMSmB8evXjCZK+mXboAL7d0P7+OPf8LUXas37htSOKSslEqnFglZQugoP/43gFsacFZXgSNX3vdCPs+CqqxqOVu/hKBLWPgNi6uscbH5wjYnH7pC7bQvCJ3nBrWNIq5kadsReMAS4uDszpZ3Ry289sCg3GXJ2TEnGWWtlRa3QmrSJYKwqJ+ReFGYmWsEXDHW0wFl5jjuJedFTlIn6Uf41P7tkeBxfdxm0RYrnhf0JOirQRj0rD1+VB8MpYVWCs8Tze27J8ILHv9WPOQuPzVYZOhK4TbxpFeoZyn7JG3OiJvkm1BnX0OPz+1GJpYT9afwxWiFXukqEH/o5xgeC7Oh+MMMsnVT8yJLYDt4hOf0XRzvdotLIuwudXmjNfBg11BEi/oBUniHifsgSK3MAx3PnQ1oNl97wixGMfh9scB5Qx+v5WwkfXdeAt5Di1umZ9rLXNykcknTH2mSSNiCRP99Zt+CdeFIEL/9yPBsuFTILcNOhl7i1HWB59pBs3LqZoewvGRmjFHd7YK/Fz7uMYxoz0jU9GL0WBNFg8+q25ZuSkdR9WyzTsz0irTfyNXqMlkly6J1ZFS00JOJc0KLimeK/HavyM+Cla0cxlo6PRb/wUhOScgVrGUvgyWfmw81GAXa/XwWx5KubjzlfOaMRGFB0A5aL2LK3mSCfq7xgf3WritRlaf568kwUMkgi96J648dVXrwWmTpnaLbxus8skc0fmDIDMLq/W/QZmvVWQI4y2jc7eZnJqwVRyjfmp8Chy2kfiPLPnvY1FQ55asj1WqgE5vMeESMBm0pj8ysS6VMEYyNnoQppORg5DLMQnSHRgrGzhAwrXzpcSSo5HDmFvaoANSQyRy2W0tvyTSHZ16BJU3yHWWbrvRZMM2p4iFhuOOhg5o7RyfVVLQbHTihhRm/sY5rnutQDQTaS0zO3Bld0QXA7IcuRkDAyotDndkhB+1QBvQdHlIh29fqwuA6i5xksL9nXoxj49AzI70NoWIdXIhzteqPulE3Rdse52WyTb/177vO6daFERazZAHVcVw4LPJ5MB3PqptvzKFw3SQ4hqwklqFc0XV3Gu/VGrQEp36YYDuShLle64fud2Yukx0zmH9kDQMMr14i2+XYVlisD7J5czdDXmaF1rTo6vADEY3kPhM4TLC2S7iR3SxBfHHJ6bvxrxxlS257faHbV+JPVymp7BQ/sT7X2oBFcdwMsmHlqfuUKYHA/eMhGB2/svaSXBHEmfFnupL3fPkD4Jw3e+LpKQPFfNz7f9PJ3T4zvfo4ufamgbbh2BcXDOwE56U9OUZRzObOnZHJpTwWiowLQ0y0tKnRptF4fkQSmWqrVwlsjFV1JiO8R9qr5CuZ3C3p7+nGKbK3DkzEu8BZmEtB9xZ/Vgf51uWdsyq5OvyjNi8qsZdwlgULElBeg/rXqkx1zV9F5Ziobg9ieUl+z28SKFefLHA+0MWs1kv6jtiGkhcRFxdJaJGg41rTG7CnNW5Pp+ERaLLsi0WTATdlkgvPuH/k3Ml02u+PPyllAzfVDIPuOZh5Age2XyRu9SES3yS6IjOsQ4fPCywzf3g++a69/AkMmIY28UYDGH63DjaIsHxi/hgx4+LmD6UwIaR5iWnpgpN3anDKm+Pjjx6iblrhJqPiZ0xjiorBx0OJlkVEfcY1NbLsh93VaEYaiDoVEXxcPgoKnAmPNrQnItqZEuXcHg887akRC+R0EWFtwly1YPWksFmINgq0ZtegHpWULGITMCOtTJBnC7ZB/Z2jfD8sn7ClArUFlmJxVeHNZyKlGTitx9nBY5SWquenlOhUnZq/92I0W+0PkqmCne4fM011N5Ex6sioy2Z8tNFifZMpy6fmb2J4kEIpyo+PZ9ZNGxmz9RbAsdd9CSv6VYXXAHBh7xbQcACrSO3461J3i7zGqbIE86RJGQJwylf/oB2ba333RXZhaWxBB7X9XUmBaZ/Xn/ZehT/NtbL2H1Skd31MbtxQP4mzRvK1E6hqtoBH3ON0w0Oq/p2Vjq7PiaeF58yMnAKmp3Mabd/HQeTt2n2BVJ7FWjE+NfCvhEXsVsVOxCwj4y2KSp+OqHNMBs2/Y3rQmNHf1mk4x1jzq1FMn52eBBFXR2vAGfyNBiLIkpvcyJY5Cb299JzSs5FmLQqyDahEfbF47uoJgdzhe2O2kwWRlVulu28rkuVTuafaIlpDqybHx4YeK1d7MsgFbxOU1CF4K8Z3rLdS+V5ndb/m5c7zZyfOuE1F9tJwl5Y9Zc+tomRom9hJ11QoSkDCadXmoqws/lHAwunC8KCSG7B+dvivHNh0oMs/pZciyKGzcmGmtRmune75fvbEy0fu+rQJA1dCb8cJ64P8rqceSvOtgR3WGJn0gqIPRkivy8g8OdeYlTYQOH+ik02x6bP6c3S9rttjZA4QcUuwBlXu1bF3MxRI+zO9L8jSSNK1CDQVFDfRSNWFPyA4W/ibnjDNCUsPR5lDObTJZ50o+ydXZk9GPbRHksZ8n0weUiHJ6IEoMgrKEykYx23/AsuVu15YEn2VaHk0BtaCP2igwtqUQqamOy6ejcUOfPjOehiZZuS5HmbDngARMWXE4c4seDUs2o58EU0KR8xJS2RKQVxxD+MFQVvRWsBIjml0c54er58Qt9llAhAToaU82fFgmbNmt91LXdE57CNIvBDd9DdULjxmNZ+VOpEWRJYgNARh8LR80ynDLXCwItd+mydX80cz0bwPAqMT3SE1n2lvncfBgp2//50Xlsfl6DTXqUOJeut4QPM3+RL6+nlP1PuroF5YIUaEsm3g9580fppcMA6YsJ7vkJ5++8RNxSbStcW7/hV5jovRTsRBeogrAD+9qLeZ+zTO0OvuDETBFVconUd5afGrqWcTGkHLBMGunoQT89mVQqCOz8OTy01I/ibNF5sD5/RB2E52iAQmQa+1vzWbPp/v7QO2j4xiKn/88Ik4XBq+3FAnaBAV9Pn5Mj/B2UWFZ3/mjNpk+X27jnq7VMRQdzZ0pIyWERX3GVdlJOqeG/gZueUzcnDDAnSrrWloeZxLKONnC1OD59yiH6iE2i+Ls7CRRzZ0GviccfUVcXuaU7o3OCJ7MptzBOlPaGTvHxiXhbS0Saxg9eBnt5uKaQ7NvlWr2ONyEKl42/MoZF1Bg1v/bKfHSJMtOYWmVB//LD67OFDz8RvypyCVJpxU+hXaMvPGPK4QfruVf7fhTKqZKi9hpHpBUYRkCCa9EP6qh7eYPw12yXGqUBb7xC8ZdB5aKkjNMpn2i2ShLQ34YZcxy+8npDddjz5R38DsFAwcb20xlfJ81IUZ0XplmyHGZSxLOE/MTgDt4eovAkhIBJW2NUvwuGiCjk+PJOtK7brcjuss8D9pJDjsd26bLftN8SxItsn5vN5ts+1shH13rk++E39qG0TtniEVkwf92SBjuTn+bngsZH9ix4Y7SEkc7PwI99ymUOxpGX5aFiaRYD3Ql5FnlaQaQU/DF9dQOKXMJYCqphGAlffoWNRobJYlHm/kq95PL2KzgAPXmilwsWCKA06O/E5XURNLiwYOsxFxVTt1HW9frN/amWdkbFi3FQ7ya8c7Of+hjdGE+Mvxpp+uR9hwWYMzCF8lpvgjRPzlikNjCQBm+xpcCr/XmC/rupwtffpUY7eCVIT/iVjb2nYwFDc1Fk9XmxAoNqOkNe/rrFZ1o18qupY5xu9eFqTxSKEKeM4Z2nFKXj1Uu9FCOorhsrsttIfrdHy9zsmEaJYaCSNEeLb5+s7X6NzC3p6ADL8BbP+7zv+zrBVrbPizkxaSxAAWLtK5mOhseXKahQxoX06InMnJbOusnJKh514olcgbKPz1XWxZSYs15n1z2dIf6FebMn+2hISuPdlRpnwXOnoEq1XXwNfT3p6r0CR6HVRPeyFsntyBE9n8kZKRoMpzlWr/3spdeKi/mcvHmRmRLbOMW2GytUnAX7jYdP6gaI6EP8tHBjjd9saV9MYb61exz19WwkmieuwlYBhbCi0ml4W9Tyh8K30WdHCPHi69OaAmzUFduvfJf4JlZ0PbMJvzOZTLElknBXGFxsi6+RMnz2eHaLsUEWPq5dodpp6MCiYvZ7sv1nyo/hChn90MCx5IvIJCTmDukUOf3XJXYfl65/euhpO7/SN5z+LDOePfoBGbrxruEGecqJtYdcy5Ju4aMmwVEySKzGEj/YFRJZhra107LNo/9isXE6SDvuVFXCpAk+UkcRsbUqzxUtRbPH/wtRYF9vc6j+h/hse9WrH4qv1ZjFRyvaItBIU2/mvstvbD0q+JLuthPTVo4TVB+wUUywRT1iWSuGhde+HxD8vQp9LquSJDWc5Los4px5Cp4D03PiwphkzwtvBWzfk9ckRYN6WcxC0ulD3ym2hquNk1xBh7VAkh185jUVapF6pO2eXmph40f/0bxSbt3b5oOq7dMU4d+a7+ZlTwOAH7UsPo3XvvosR2H0fPqsQGh3RbcKbvhWtXqHq4Tj9xMw8q0x/zZPJC6P6qOej9vkixuNRhZjr2c5sxiuGBYkpLVze0/zqupMcOsCNO2lt+MNwSsZa3JQ0NjTE7hTM6C600JClm1ZkqjXOO/GBSKNh51AzJZVXBOeyiHyGKKKyHOTQe4+HglcaSZfrvjuK/oEcO3jJqpvBYg7wCZulNMFABf1ErQoNNC2CcJiI4BShIDghmzu4G4UNPWbgbmNLwhQ1ZHCmPGlhvV8hAew+WNJRbiSf4LBlOojIzcHooNJCA2G7m2Xond2KIUVIHO8otOp39yQwpEn8vLr63xqZc4oXrV8ZqsBgQ9r5GS3Xy2f9s0cstNAfS/VEC3c+/CpUwZ04TC6Vz09wViKORlwIZeGCjHZRJZShxvfCgZI3fXrV5p2GfN9BgOi5KeyxQqLM0A4BoDKDBRe4MvIgI8qWZydTLZ1x+NUaY7S+Nd432o284fDtn3iVy6rndeUx6eq0NDSiN0Tsnfj6jNeJKs08f3ueb7jskaltqOGKVc91pgWKoj1CvfGn++U1Xs6tHO673HjCwTz7NxXIkhF5IP16EXxN1sXz4mQvZ12zBXeRqzWSpD/MITzwQpdihvFmKteonDTiRAZFVBA9gztzZFLsqZ69bm8FQ9A6GwJcmyWnSb/5oisl+1tzV+lOLHMmQLKx1bTihf5YPS8XcZKDrq55rknryWU0sPdkYtgAV5x0kUYNNzFH0d3PNTkEMshFlfxMkXKCz0aZkhcmmlsW+b7YXeUdLVbe5I13mp+hvKTtZVTceEDARVB8jd0xU5vL3uxZofwdEeMKaWftjxLxAQQvBgrhVtfX/zTBSxdEtwZFd4zr6rdvbKi16PrcgEpmCWok3E6mRtvEMJlWxvQwcto5t9VKZblNV42/e5o77AWP9cEuWXtZ31rIlZMYPdnP0JE6Nx8/s4fa8v1QulG3NvlMamM+614YqqAe6FdkPlXUDOcSTJEZAVOuDtnfGvPjp5hlvK5fmJL9kyfTs0ZaucP8fajeZSEYOxSAJmYF5ndyai8y/T1ZtNmOL7OV7gBy2fNepn+cNMSRn2kIiMzjfOrl/xuud4es5pJDSfSXyhRkbAuGY+/dApiUpj/cjkHSCYJJ9MD3WPT600PSyqnJRFXMIbQdaULHw1efgh9VYtXj+DKVdIv0vDyZdJce2W7cxUG2YI7/V7Beg9hz1Neex1hpxT2wcxmZDyhkjPyLnjqXdHf7kbft/kTNSVJLDPfitLGBs2TrkmkfPnoP/abZT+PkWI4YHKkxU8/MHP61apUV4Efe+YBhsO8m6VJRMf0GQVVkwzB51LatzrChpLspqsZ3Y1TdIHfcPf9lN0emVy+L1AxPQ79QSVDpeNM4/ubOfskwruMX9SmA8472DSajshc+/ZdGu+UdMNnDc/p55Km6K3ys0Ir8O8ddz5vBm2mehEa1cczqD8fRzR0f3P76oLxICZEQsZWKeaZr19uROJ7smX9zrgsi6eZ1G7YSBV1pONaIH3N/udFqAmTlo4S02KommhM5AOnkNrdlcJ5+2heuJAr/oucesTKAukcqE80s+nteil7PyUhmzRUPfJE4VNoQhdzYXGmGha0efZ1xfQTLv/bT6FEe193/Pp4XC9pZ9H03yO/8Hhcq4LbD6WLvGVbVXr9atk+ApDZyBae1LjHDe9zOgoVZXBf+IKy7xR+bK/bJQ0QipCOKWnL/sWVM7+1MDbzduegLvji6zVS2VoMseRbiYEjMyaSrPRV7CBCgwmPaRkyDls5aPdR8m0x7RCbafpydyJkVmNXYdTgcehar6YsuACXIO3pwGGwXrk4R2sF7k/93ts5eX5NEc6fVEZa3hGMM27nPl0mQTy78KlamK/oouTnJbwHnH+zxTBmKuhbn+zYzsQueC4LImV5mzBffEl92ybY7U59tJVkop7aKWbYaMBVpKX1zFenIjr5C59C0cfjEdn9TxsFag4BKs/ttW0wdlNt29kHceefDly9B+lfw2P1RxhExH2Uw+gjC8p53tUEzlSA17dtm6QDvjauD35xjmrYJjYw1H+zMZzZR1i0voTP0BzlTJozQWTWIqTdrRZ6TOn9xXlUAeGTeN/k9jimcwvLUnJ2uIoXS4YxS656Q5vts2GZ+vOAb9k2dC/JUXjFk5Z0kZqNSd/pvJU5bBfC4kSYVeN71pYtQVr7DCL2MmrNfzF7cHD6kCLgdZ9+PlHEW9evFlmjy4WbcsIBLBiLJLuaO0JFEsBsfdq3QpyzQtXzwpVD6KKJ03yvqCsl/daV84RiNG33SGj8D/30+qLTIIRn2qqeHEyP0buH8JS+oEEZNow/OJ1MpzR9gwdCVBkI1VItHIQpl/lYzZl5Ui+HHgsZTsLDmUK/x8UATCLBwV+OOnHgmreIEPQ3V2RX4wJ+2XumCXWdMVEif3aK0O8KwMBPPr3ek16hEegN3yzB92HvUEGhW9f6ydQ9yc2D7ezPFfOstjucfPdVjBEaKTI/jnM4jmKn0XwD/addiItYGzldVfKyGxarNOptl/7nCiVL3MgBs8in69iske45bGnosj8yvd4tTIXQqSISe6ypuwl8XtTZB4jW6F1KuDSPBWxh6kuf6yo+q5BxPK8qIN0Qw3M+K96qZq30We0Q6bFM2liwsKv+nWhgp3kEJcUpoHGnF9VMoz5hL9SuQf1iM2oZMJgpS0Wd47NH8RjTn0Qn1nFGH/s0HC6GOpl9nRipehxbhwXQgMpI5tJKWLB1uZj5biI5bdwOSGwpeZk8xXMmv4lPrRVh98q095LScey4Dk88/jMKMOKk4ftXJrWI+sux97T6Hg7os93It6aRdNvuKhqo19uXbgmqSgCVXpzfq/1uP2YyZTMvkwNs9T9nCSR0pBuFQh2ZpQpYNOfYit7kDVVrb/FvNMZAWdqBRtqdQbtnxuSUenb7N77NPVZSVNLHUgelYr8QgzZ1GpKOqVk7klMLMXG+nL1mOHmrPGtk5T/TRYFwQ17HNPSzrciDHoEigvgy3TL5FWQUkbBdR1D4fH+BwzPQ5QVgta9ZLG3erdBvuIeMf+Toyj+FDNnSkEKekenpGv5ReXAQwjZz60ICgQskNqobeqX9mfZzeWXXJ5YIFQ6iIbP3FJaolcv7CrnjnUO6QESrRX9BNA7Ri5dzP/BEstwlZunMJ5xW5udfG++WDQowxGysqGXSDwSdRqmABl3sw1OJNBy8q2z4mD8alc1FWatQAeY8WqTero4umVe1eIu//ZVRiTV+Zlh+wlMzlVG0ShIwHxQaXNxzKEabSrH1igUjR+WZJuWT+VfH7fPuSMNGQy/HS389LqDS5tYjIH93fRbDmxyvvmvBvy9moyXGk3ZYzZ76YS2Pp2JmJTSrGEE3shcphMirVT1U23uqSdwo3z50+ixvlVFxORvohAX3hofIGKP/1a8v6YNCBvRTzUA8a6/cBZq337YImQeCV4uJMHnOcmaLdyCHg2juKbe1j/tpDsyfspGUo1bw9NzqDsh9c6N56qHut/ykYJr4GmBgU8jKPqtwO/9lR4u06JVIpyCt3GhT/GKduqZEkLGikoCYX8XWiKdreEnuJvawuPbxxz4FCk+yuFW9borphOeVmP8vRjK5zYamrvkneMChnHZC7ZlhB/qRnaF4zDxoUvCeTKQVa1LDbCUQCiBx4Ki5LocG2+x0C0H7f8D1wV5mtNxAzNmF0ShP52AgOjj/MFP6jwKC9Kr1GhlbhM39sbNKfzWaR0CjXPNH2tRh9Kx3EkPjZ9rr6rIFyzFRQvBpoDtU3qqUvlYxT2oc75slBUu6uvT8zE9VtxC+59xNY6ZZD6yjsJrVeHmfyqj0c5TtZj8ZMIjXd/TT6n9JDP9OhtBAHCdHpgRFXDpk4lvpZXBW3KaCkKDdmtwzb/A1xNimVdfUIZDPwP8qDoe3UFI+fSyXB4UPWhz6hj6EiNMgoGysfF8rGRvEQuSIo58/paDsbpgwV2vS443qPchMkeHNT6DW5dD2uykSFx50Xd/pcmdJ5mOk58hZ0fOq+EYHUcBK3SsYtUcDSEC6QAjNNgNn3wr6Z8/QSMWF0hiEdvvAZs9kZyzi2Y/iGn0rfrSSw3nMNUom0Ro7dEMyEVeYITj1FAxPlXFG7B8HxNWOwYNGzcDGlUDhX1b8YW2wnqSOqp/xqdy/DrN9ReZsZ4gVJJqHHYja79Y27UGHPHie8Fygb9iI0Q/C9fosmM/gICA/CIUC4LGMW7SSYnEtuRmqVhynnmxFYIroN4WQIZXB4vhFVhUqvc4/f1hEUsruNRABf+FvhxSeh2LkLnyC3UCIyXCAsFLwYBq9Y74DCqz6/ClIoAUHc2JJtSUQnhhWPzulaeecwvbVT3vyDq7Baaml25FxpSWSJLbZNJeLNGxcYBmU1axRg5pyssGftBN5aia1S3dibHtUP0yvKBP+3PhH5bfkQBjMFdmZ1O7/ayDo6T6pe1GbNn5qke/3xhSIBBeD590OXeJsnIBg5bMIgviYzdTmoC3wCsY/khKJoNDAUueMBxwYu0ptGfvDcQ558DoMdrcL3zNgOpBqzHbJyWUttNJoSqAlRDcK+91u8gAS8zxKCj/UeiDcE5qaSRm+JkLrERF9VfgWQZJLS7X1fAf7RIU+mJkQJWM9zE0vqFs8QcjsBRJXXL8KAFgHVgnE7VXvVocuxvtAOnEjWLRsKGyp4W4fXbwYMy55mvmd62LxR072Hlq3a/kToPAr4tk4XOI0oz9gLO/CPfTkh6/kWWRSBDdyiO1nDDionx0DeCjO8TcuYeOSxpcP7vwX7LvbvN5yG/HkUyceh7k39D2WQv//gMwGTZ5FbNA+TtIxQNU+8eIrooMrDYklZxSazvpGfc1Ca3b9z/kgMyK6NE1LNMm1UTQNy1OrCNPN2ogM7F9p4G8St3oO6enOxZARg/CRNMFXzKxTxGEBSKSdVOoJwOL86LwPyf/CrgWHxiVRt4AtU5+535EGvWUXxGN0GNvvxIWVV66oe55Udfur2DgmE1i7Yrvzl2eC7kup2+9RiRvjyChgHzYqvchdqNAgfQLPhtFtnQpi9rITOBGFudLBv3KJRAUP3Y3DBCro4WZoRN7allkAAmsPBR9hqnfB0UtMa76jPew7YVobqoZ6aU5t1eq0WxJnDnEgZTT9UwCHkyWSVMxD6Rkg9gBnJD3OPA9YlZgZMGgdbILOKBXxjYj3hNer+FMumD71gF+MABKeeUJ/zFw+aDSpKFbKp6OK2cPwZ3YY1fSnXii/UfX9fRvi7hGxrdqoy89hvhNfThAVEXS0fXoO8l5zv5661MLfRgto8Qye5fJMSyHgXZaVle5oSBX6Cwk7vEs9C89vuNtlwjr2ce9ACStHOkbJWTuPfPkFJPxuFiqnKVW4O3rvktGpOGNjT9Ocf9Yw8ecWqHPD0Yk9u8+ZT0NV7haEicVXfUkcqK13VXmrewJwpMbKkhyValjQlO2H4MnjAikaFAVzBvmwKoCWgeQG1yE6TKsXmeBjL7pR5OmZUT9BTz26dCHRRw0gRKeTwj3EqiqKSKOXy3BdFtXnVIc/lyGaE0LeK/s3SJwDrxYMpSxtf3EqUo1BFDZAQ/m6NZkNOsV2s+sIAFeg9M+HMXepyWNPTYcgpZhnTXkWmjrFm/3YhZeotUS14p+evVm5sge86rsfr8IgvHc197twjD+BlD4xTHZLOcNuDWLrUXmFUm2UM3pLyG6QdvsRZuWG/htz72X7UIcTVtxcisVfZubjHL5JPrrTjyrUB1kpXG7g6jueRIdleA5LzAniidtVx9pXsM4A6fOq8ROmElE4BGDOydRnYG5FvCThB7s4Ke5bFNy9AUL/7aRDn48RhTsVgzAs9JNsnHp0xuIl0OwAVi52SO6C0xOMEYE6ofLhp5dopG/61tpBQT4Ny/orljN5gu23uBnk2rUicDpM97GVRPPra+Ntn5zrBP7wZ1hzLQT5zMGMUkneOVzeD3SSGh5yEMQxuAPUMBEv0o12KQWEgUzDhJPmFr0Op624AFjEDmxUOhzihsgbOFYdeSpz4Wpv2uiCS7qNUkpd6/eD6NOk2hY8Gz2j3lAP5jtcvgAvtyqFn7SiFugpkyhtnBsDT2pT1LaLwJZer+DQNAk6UMYl5n1902jA8zOlOYyIMAJvXN8L6V2oquSm+LAWZsABdv4sS37MeW97lcPbnX381Yf65sIkhHTjmz8iwsstS95mbXQRtYjYnhJwWaHGKTTjZPptNxMc1gNApAhnFVP6z0asvDjrFrjb3EQovbajatVIRxENVTfeHXf4+cE0D+SVoz52EgnnzBGsjedaQlg09SGniSMCaYyJs5oz0eGR08EZzUc9scIN0xc0nWKN0CeAcb1TkiL8C4MP/ku9+onoIWaKIGip3eXTJcxGQq0sTSbIYDENWb7u/z5v+TLGZwWeVJQ3ki5ZuN/PltYENz1LgwqBX3nu9iahJliHOAvwyfoEq2aFLlsjJbPsJvjMVZb7eXbq2+Xt8e9QFoEmXi1s2HTfk/W0sqFjtFubkTm1UQ+E0Ss8ISlva9IskGxa3swzLXZmewhhxdl6DMTpE7foS36f9tgaF5fqZPYz3LFO6WefVfrjIn99gpTCumtSqaKigxMWuGepmUIoJeWtGdCQJWrr9w0qTpz79+E+5QCDXXnVMyP+ZktqTpc0Xb3QJgg30OxtUf+tlPLuwVHrbpUPBSIpkA7NjX4xJuKUtpQEi7f+UNopCscXIWmiKbqzS9SRi6QteDNaIzhMRVxVJaGHksJyZ5KqIP8DGY+fUcL0F9xoQLpNlig60JZTbOi3bmCmA4qs+2Wrxxu1LhY1H/XuwuIGyACr3Svx5bx+yvcqDSFGlRE41kgjkThwP38JXqu9utxUGF4/KDwDATIHbNi6rkPoppcHvpYeAQKGIZ0KFE1TjbkKxNsZ6JVSMcp3N7SwubMZIxMlTZMi/l8vZg0Ke4OCjnk5q5OD8891g8fNCpfztQso/ZNlo8eFksQmZnlCdadASGxFU4DMq85EbRnJOdbWVCcL/Lov9cK6MJN6bXj8ECc47Rec6BHcSCR3cGJx6PHho/TLzC9LVpzKde/7QJitDwFHalTSXQCzsNRKN8xfdc2P7IakTCrqYg3gCiTTvl2eZXmlsfTB5MzQ/xUZCOT8+lgRft49K22ddGgm6hRxrKwoStXHSrkcNJxrWz0tJb9TjXE2ZhRmTQc2c7/lGmJJLy1tX1kWU87tDC+VfuK6+OtHncVTa34T1SSA7aZqkOylX7vcNmU5Arrbxs+OaWTYtCgvvMjUXWDG1ODxoaHAxE/ssWdcLf7TaDHr6dc0owqefDyOIYw/vb/8a54CINR30Y2P6K3DjlAsKdFMocnlsieSCxMeBtSqveUBfogo0zHBYD+SEJVqNCplRIkDwa6y3spvq+E5pNmdEfcbLQ2CG0Zj5de1OPkavKFtc76ozVEnKE21K14M/E7waT1dM2evkSfTUUUkqES8mAeV3LzqqoqrlHJ9CdPjvDasZI5vf+0+X7RVrL/FQGUTMucASLlg9XfL0SB2J4xLC38zdRoRYs5NBtBkrz8YaRLF+7plvfEB2ICDs/cyjyNR6YLsLZyHHIyAfbZkroKOcjqcZaKHD8gJqjjfSSALHsO8d97ha2Gq3w1qBm3QYuaDlR6TouyuRxnBxiX2+yDOLD5ftWvDeJGGbe0LK+TDSrbXs+TMxQK6oyauAOutgwqxPer39lELWHZfZjV3zelinAsWQkxPudWbDNpcjuA/K6p5tb5Qu06HcleXSyNZQsSkN7yGBVomgydggE//xsLpaHl1rfbF0toAdRDd8rZ7L+wHGsYSyJkOWzF6fG2f2oDPQXbQt+Lx/KZzr+gWODmRs3wZGHJEir/sJR1PeWMe7pbTcStrEMKtw7cBP5Ok8zL0iECWPL08TJi8g14tgXf7UQYx1y2NewEUw4n486KtNPmzQfQWQyPkORxhLPiaKB9ZCOY4WJ2xGJDuaI0IkzWPLJODGeIxSxIPzbCAUXHsEN0xseGykPB6kjk+j6V730SbqOrJb1USnFlDiRX82fI4B32srEMqxT7SoDIT6OzeW2j5hev3ImW4DdB3DCa6Y35asESOwiNP5ln6fWDWzByeQUG9rYo31eYnuxOn2WnNY6wcxq4qMuwsDsj6/A9xQztHter5hi0rNpz5F5qFBCMOO4N9APdOVOcyXbLho2aRAWjwCvm7j3nuFrz1+UdsFbyCMYL4RNRhpJgYFdWeKjV32z5MwLkj77UOsJiqFZJ9p9VEdY5/o3kbTeL8yKxwmhXpjCJaKjVughfVAQKocwRAvq0TOiPG5IjaIf+m5/FtMCXDeA5ONRCGhfhGNcyHeoiVlivTzCKDA9f1SBq3gCotPVjJDcbx6NNJrfSSFajKRjix6bjqBX+YKgst9LP+Nji7YXlg4G8XK25R8quy3w7GaHOZ3z89D7JrDS0TufyhTgWwqE5qAd4/IOLJ45XVQ2/ClNHbTkWhID5eM0EeQrhmTz6HyW7kahSDyy0DMhB0/PDKX9ODruseULiPlRY1/4amCIoL7+/YZr6sm4Y7qV9/33r92/nwR7TMXRfL8OGWXLIw2frE1Kw5LugXXWuGXzoejO8tus8nI+27pqS8a1XqgzEYK564rpDDr85FK6YMf8NT1xQtYmbrvCxpwr/QMnU/4VHmtcKbkZXrc39c8zkzy9LbjpaxHagH5AutlXNRaQszzUdBmqgeJGwpIxN2zwVapxDohOQK/+c+aBD6jZkZSqA3EcDZNLWa9EEKEOt+XU9+5WyhmS3LnVEsBh0b9yhZx2dpFVRB73tHeb9XISyD/WSlqYv9LNJrfPHS/WVif8fhkAsjHU/w8bCa7IfhIH39c6MicZVm7HcZV8Q5tVp/TtIC6Avdu4+2XiGpeMSH3exQpH/9LvsbQIO3oAnGiKVXxLYZWx7k4nOe45USAh1JkR+RV3BGRqxjt1Zkc1gRRPhLn089k/o1Ei+2XZ222BOtGo3aC08aumLCahxfgXaTJt6VTFa1374s/mHDmTPTayarpTEWc6O/0IMPiZzTgudXmoR5mz6zVzVzTz2qlhJ3J6u5LMVhyExBTKRR+UdHgTBce63NxVGJnFmDkoO88ZPTXTkn7TwbBjMJK8/JcO6L/EhKdGlRUnEb/ZSM1SdOnHYu/PR6nGHGBNobWrnS/4N5yjf9DyJG1lIICLibp1RmEnq6awsSeK83Ef4VstjY1IbkXddlefWFiWJuW8T+ZhwcbHBXVskGQGqZILv13Fo9ATXMHmVSNx9yrvyrQ7IxkHvok8ACLQDK8jw1dk9w+IrJOb8A+opg1ejNA67xyuBKUdz3oGTLQoyEhTeAOX1lvjEle3ydBWtQ8Y4qJgF7SVrjrIxFymgRfW1J//FcBTA6Z8mjpccW5KASSvQ8VIKNVijP2+kJeijVCUva6GgpA1keOabuFV9kWfdWN3raPhkcRZ1gHNL4fil1Ts1dixXGo+AMRKm8t/BpeArfyOd1RAcjj2Th41qbo+XadHPSwrAjM5BAUsfYUCQzqwakc2hzcTqAZT85ed42NTuEa+Z9M7+qppeagSJNePNeVL+YY7J9hw9AHh5gPPmBl0j2/RrakBMJQJ6gn33/jzF3cKPZUQIkeyppSpDWhxP8/nalUIYT9jVhe4ZryFGuaCN+43qu7ZTGI3b7JcS+cSzhjf4L2utw+NBryqPNj9veDYS+K3WxwqrE9k0VBN/9eH2v/Jn3EUx3ue/shsm3wbCoMr81dBMTJFYWc3cUX7eW8T1qNodalGu2KnvVWOToEpeFuWF27GCTnoE66TLZVgJu+26xHP6h4yJ2iBgPvG4kC0ayhWPZBXa6NGj07GoRtNCYfLgPtKStacL5LlKHsz01NBQT5WjPXDMw70u6mZ9GwPzkZVuWaNllr9C7EwusIOch4NtYroA0atRBGCyjJTz6sgjzoPYLB6cQoZ0HkmyLJZHtovmkl69sLJcuJNXRjJxn3pqgKHlALDat+6tY3tKY0mlQNTh2JAW5hvCGB9KVJpueMdaa3iifWEvsc/nT8ylHW63A0V1vQ2H7/ML9NqFaWJGp4BoNobdGM32+aH4CNQdJADXghZnHq+CiX6m/kXt6+KUmtr0cFkVdLrEwya8VaIdyQq11PM/LctziY2D4xXs++dxZf/rz63TGWuHAzxHtlZgXpSw4eeHBvOVRUjNksJH7g//YR92Kgd86HkdpVDEAH49795bOjHix+Zpwxa1+9ajUpl1wOZUkR4tpLa8C/eak91fJA8o7X1KDcGXoumEC9J5721VH9X7+/La3SUvQDg0fR0JxCsqMZwvOa3cN36WiFcjoOQjU/b6oaakx2hVV3tW7NhgDC1LVJN0/f2rOzv+zeYMyl5c0pix9kwUDafie2VcfY1JDaXS54bXzrwAVpQdxRtVsp8PYdjEm2fGz27vNdU4vL8/4VvpfQjnAkH/xAd062ckvSbIZMeZgM811MSILEyFWeZZS5yTL8mNK02KtLxH4YH3me8yrSsl5BqU/3p2AMGPvG4HWWmt6DhhZ5QZvwdw6sjsHhuFKiUSWp0YIJ4V9QqOErKktFXDZl8ztgPSghoGV1WVN471rXQGaaxoVTBZDxtxKUomp8Fs+kveT9VQbsP0iRlSX5eCiXsn0JWSJNoEJycgKHQ4c7OKws6HMraalQ5Mzteg8lbSPF7jdA32cDcBycDoNo/TXuZ3xoJ974myu24hLE2UYuEskqYVfVZlEQDkhvfEnTU+GHm/zKCS549Qfql0ZKUrXr0Cvm/xRcpqLWfZSuZWCLrIjEjysLEBNNUDG3+cFLi+to3JtUw5WtwOdSiGoseGndTzhFSDSPoPggmWWZ9CyBSJ/krwp6PtjJh/FtUZZ+Og8u3vMvMKoOa8qw+MZAS6hCg0DDHKbV8iDtmunoMitgQzWWSZjXBL5pHXS22lx/0nQlbaz8bP1n0563qYEkbMOSDCNnv5XojiaXBbrZZSBXojroLbamTfsOOSJKQpHk4x42KjEOl8nBW6u0SQ6ksIfq7tpa5jGYvky2azl249sf+5bufzoumFQEbSBIMkmmJQgJ/xyyipnBz+rTcZF2+oCvJ9pZ9za8ZbzK2zfLc6OLmMQryye6qr0BEGt4RQM2KhW4qOqj+k6as5qhWtBZuFAUT1k9og2rKQtrEP2+8tFZJRjhMIJwvwgYPcbDBzjnJ7neQuQ83oJlSDM+gJOwSngdE3LIyZwRWMYHfVaASu9fA7STZjt13/TRc/SWP+5RlonxT80qBHuLOQwNI/AIQR5c69yvfye646fzHj6k0SFEL12kpg4zi2OGoqvZmg6lQNV0Kg9vPAc8U/MXzTlbno4y9XpYK8atMSeoOXuw60dQ+xzl25Wwcs2dAj7X4ExzbEocYzetx12vghk1lu/5W45QRUsS1Q1SHagjnbe58tnwg+DU1C13XiWh1dScLIxK2H1/ngROoyiWWHSTv+i7zgq/OY8IhoHvv4pr885LWZiHOrgF6CoVAJm2UMI7VuYclMF79f4z+cdlPD3c7fVRff4YpJ2NqYOiGcn2lLtgK1CBzA5GrGZp6C4zwnXiTRY8R4XbSmrPBvlHxmkYvq3XwfWp1RhS2hdYWkGySspq+ra8eNuvaDkghBzZ6OuzaPGZSxRsFu8zYHptozyYbE2n2GvcvDhwY6iFpxCFbQ0d/2/AlmIN8TFyroGYYamFavFw3uHWIW/t5RL4a1dhwyCdQT2oWZ5LFI8Dmi+0f1DAIADsGFt+6dw0/+i8dnGKn7zf8z6xwAxyFhAYr6i/WHc0kL2GlM2mIA9b1/b09nvd4451yC4DSGx0bxGMQLVKSDlJbGL/tV+laI2ZbI7YAYx3XRSc2s6HDVIFxS+fND7re5fDIuSI4pU0cAt7i6rAyVWVEmuCz62o1F8AEmNcUxYL0W0G0/FcBOjCVpHxsHcyI04mEiNyUXAMvMXEYoB7iS7Hazlf/afQGl3xTLvq3JbOxTXh6vsIFr6TH3RgaR4UbGMN9+/iu5NXuyWacQh/RD+gkewNso3xWYnW6xb1ncb12+5ien7+HUwUh7un+p4XsUzl9gY2KsawyCsJUyoGm0vviI1kECPAgrgmjK1tNC2kQZJJEQRjCY/dhkPjhxJFyKnWXC8gP15mnpiZwfa0+JPiN5o1RpW6s8MXDf8YiJ/0TcGoM4YRXAseTvtkmZmMvGM3/mgljm2PZYVreC/CaMZ+uveTtZtd0VZ6zMLwFpj0Yo/iu6m2iXEq1dYZMDYdQBThUmK7fxNYCTw2W4/00wHp325CpUHrjNwXoVg2PWNHOwyXP3QOhGqvZdJth2Ck4M8QXI0Y6h8MiW1hm9C/eNx2iFK3KGG2fFZpYk3q5BOc/Z4CtKaMEH0VrJsqNmq04/nUSdjZ0IbbMiYA7MHlceVIWLuH6yU2ZUuNAb1pnpQE/nOCJWS2OiBgNb/iqBLSnKrX+B5N+s38QCdZ1uCGTLMQ8mazYzKR4zNGXmAuUjXuAH/z1COmJjjAaShB4PvHPjEB9Jf5jrW9gAYf6OAJAVk3XKH4Fk2LOPymqtumX/kPnrqT+7GFJeJalvYRzioaD8l7V0ZQ4Byjl/2UQ9+nuiOhktKbPLF++x3F8cclcwtabfPfH02tGYyMRe/phIgJ6hvwmiWGBZdI4xYsDXfyD0WirM2DAwgtO/ZxS3LwCeNKW8pWC3aTKCsvd5nE+nomPsoC2vt1hEHoLfmUoXBF6XwjIdXB4E4mUFYWG0yOb1iQqtN83FUltypKPnEwJG86pR/v0kImgGefrDrjTfgMAdm45xU9pFQv9wbu9X+KYhr9iUAdxOH5NODBvumxcDTRO4BLlSx2rujYTYSqq8c0XaaSih46jVSowgQpxce/JTQ4IEDioHB27E/U2CPS/3cdnhmyHnnvr/WFWTSL984DIHooZPozMVo09L3MQOXUEFQmD/q9iW7DyrCRrtSaIF/ejcGcPalq8NflIq327yL0UVi2+rJkZoNl4gQJmBSG+XEJ+h+8hfN3SBTAT3x0Zrz2SnRy9e3Z32ZLfi+e7C95+B73cgc3njUjZps+LCoIHDzRW0VqOXNNs4f3F950bOpPlUAxChftPGKzVcQSKWw9v8+R4qeU3NCILkszCClqieB8PahlT4njT+srXwlTEXshl4X4X+9YCjQB44fBn74AgkmqTbTJynTmfJbkZKya+mczCgiRh8RhckX6dM39bpXSBbTVaNNKfplELwmYQEFoPGJ/Ek7gKsyjVzoDiruWrb54hc0E4tB7O+lP286ZGc9bc1sLJv/LTr1mcgB9EX1G0FbDZd6nS/IXA1ZITdfe+PcoooUE+U+9Nkajcw019B7R6pMuxOiwGFF3YlNYEXjPqU9RwMKrOhJpqkm6YjGzPT8OeDoSF/mJnHHbnQ5g1vnT0EtiF88+tSbYxDRE17//tCGIy99/hmW2G+jFJUlxK8F1f22wLfaupuwuLlulZwC7KPFwHg8bLmMSIoii41Bk3luoqeMRVxWDdUt4LmmOXbkZNeecvBjCiKnl2OwqYS+zjMNKqtMV3WW5yedo91S0AhdGavXIMJaT+ak3DsIMJmdk7GE090/0B3NIaDWk+0KIj8CfoZrYJ/12JCPocG+l7nNjYdW7I9Qvr6P0zZTQWnI6G1pw3zcaoCabHqhtW1ynuQfYtLtqJ7WPOjjinQgeDysHOEhlnTeoGXfPS5DROzwQNqXJ0NRMxVH1hOCiGJzibNFzAbb6Y/pWZ2qRUYCk0fU4MKiII8RP42mBsl6jFIBteF62HOZ16OZuYgVdsLxBn9Dt8ibbC4amO4oe9LphPPm3kBg1C0EsqFy8p+1WrbMHA+efSYyLwEaIyQTv1TLOF+tSVY772bl2oDn6cncr/U2uJNIletC57ZgxQ9mdu6EaYK/VkvtxsWTlJsIRqkdhoDeVY9uKbuQ9J/JdITVMTzei5OriENyypXVbwSpoO+Em7AurW/2V2o570Hd8vk1oG16iGyqwb/qIw11H43LUXj1/CAd8pddyc8m1WIbPKJT2iMCv43bI8em3rKyKM3z0cVp9jRgRiqpEGooYQxL8xDym6jhs/6rEVhqsU4oHdSklOZovhcsouYN1LeS/J4Ogqi5xwUG6byITx4tuXvB/DvhKx2fQQTWBwmus4UHv3ExlLqehK9d3hob2AHvq1DCzRCLtNCbK03Jc0ioFtgnE70g4sTGs5hBeOdekijvIOGXvA9nt/wq56j/xi8JZxgK+ssEBZNhnrE59FcSdz6+3K2eAbhYV8KICeZp0qqMoN0725O14pY0uRKpTzz1uuClBBn1JkggiDPvjXtH5oo8/zL35QH8zQIDw6PHhOGsXW/JZ9x8kmPP42mnGqain5bzGz5SFDrnO7lvcImBzR9vmob4KpcABAbh3IRqzbea+3yHU+93R5qmlmHi0tMpj6d7j92uauVMEs6IcJiok681RFCr+TtBrTVQOjlwG3JI8PCXrDOjdh3pNenT8Q6P//dhDtcxNUwJFEvAW/A8Dnm32Xn+a/GHEthu8XRUj8I+ClTiSpg+02/+OFopKDpRFgptrAs6+wVFJKoPJXWYyHFcTFsyld+ihYQ7G7Qvpfe6KlJ650y28JXYZvAvG7uiGFIrBrlegrQ0o6XHh4UlvGkR5KoHqWnNz6xfwcS5jImOplquJnvNU+HuEzS1RbGC6XXjiPJgcZgr3YCB1bUdI/iBJ2Bk9rXSzl8U+2wGOSg/Qufvs6sX5hh6hpWbyTN/eSofkRNky8xCWk1Oid90wBjFOIBktchFQtytpJctMfuYjagoh4+NB4FJHNNJxMfA7C0lqhoZFl27LSoQR/ePVlgHP8u84NJ/fcTmOUIi+eFTxPzQYnu5Xwx5+rX/qbYhH+knvrlPSJW7A3Z8dI9dSY5qgzQvfC6h3tel4TO/kDSOH00Glyy+IIbX8LeP5TKCsOWaO4h2St62ONtG3Muu68GQ/3v6stJ+xdymYaKbvRsBycsW6j15EO/Qv/w0pRKov+pkAr7IYCtT2yBquttM18eMEZjWc5UVdZxulVnLn1TS0LBEy1RgV4HEkOrPlRp1kvzhvf/dVovUmOYj3BsFzIXEKoxluOgtD3wMougvq+JX6/DngydMwRPRsAsYewqGB0dS4NfaDRU7vocYgG2IptQUwWlanL+5y/VP2sKG5Yt2PUiTsjRmpiMB2MzvnN31ZQ9Huz9yYNd70oEIq42AUBTJHqlIyeIs8EB1nGXAmPRrb3UMFGrxtiEhDAw1rvmeWAWIvfJGcUQ81jxKsSb3cF2y1Vglxn5cn3cfTfdf8zMmcWX/Y0INdHwDSeR8FSDujLrp3WkalsQOMy5fzz7wcvVS52qLww1sujFd4I8dzNzo699gWL5/Zm0f1IJpTUsTmADI1/l46/OXnX2nL98orUxeTRVDTzFWiKWbV2eBitN6l6NIJWElAcPr5bh+yt8Zyt59HZoVB7R/i/JBTJQSQfnXVx4Mo+444stu6yVBDejXyhExLbtcC3G0om98CAcX5OXNdUShvSYY9HDt0zF2g2Or44BiETPRgcL2cmNeHP/KVy1zlElXFxSROOFVm+X6/zilF8Eq7wb9YWATpthxJ7vPLxOdlpqCWUN3SxI5yTeTxIl078KtJOaF1c01NJGrZofHboSqvX5UPUqvvh/HYfA1en2/6scJnH44qitrt7FcIua0OVpRw3z4wq2Plm/CfskbGJ9+sl4dJPAuKP7jQINXDOEXRnVezrarOf0umnB2YqPYbQ+LzEn8gwmjyzBZF7/PMj27itgQDmMQDjsVtEle5uFRu64Afoa0W590Bxcu1QgGddnXurciBU58ev6HIHvbQEa5A5Ous+397E+GgWao++FMqwwR9+B6X+RAqGnAGNQOMU4OX9zYddq9KgPNbkVqZ+QQ5H1/kOCjT/9ZwLm1TY1ljsUisnuaZr2l1BmKv+R1I7eSLb7pmXcPAERqriYRPTPZYw4St0C+ApBKMwcOYN0vyeMnghgBLPnEsxEP4hXfo6wrsLVwXmj0dku8zPGv1xJD/3kEmcpSWWfBURD7QxGIpO+tdxwzVcEoztJoUU5SSjc0teFHnuUjD3JFbZbpd+M5Ucm4dstgqbkOZ04CQOY9oep9hmfdGfHIS6jbFL2nNjcrP+mbDx2DEcoZHyGu8zXSzpXPtA00qsoOKI3+UTOqDXaCGjLfNXOXt9a5EJvBGaOwBBhb+/sAtxKkz3GoV5VJ7Uj6nghTOHvXkak/B307yHYPOxYS+LzyCWjz1/qfq6nNVpNpRDtQG7bWIp/u2bxiuUQs+H/KkBa6i2VnNOcOjL0G/4qrUmJrTLRRbRboKCjH1TDELEEazU7ltvFm///NNvNLTr7znnS9ODutyhefn53gWOZ8KQcDC018eeOE4S0bFPkaiaFvdF2VpRex7/S1byygQ5A9MfG5265EncJQf7gjLevWQ1biy4pnWuvr3f1HEVhimCV6sEb+UL3WpYrEoS1PK1g+YFPCa5mTq8eTLvo7aHybe34AAOQ3oOD9sFKmtuwGQqfVu1eXqLGEk+T/L/yvajhosxDhZdIfUTr3C4Fkei50YJy9ZQhlKZQmU38Z8tOK+BukEOPgnWKpdtlWH3ewN05IjWdnRa5dxe/9QrDyP7xSgGxtzFSig34QgcMrDYDT1JW7rm/ZWiSL4PqFjEWZNWhNDsUAHZocqE9p5lQD3g8lnNA1KH84AXN68zvHHIfZtzXqvp5eKK7VIoGfUDCx07Wqf/o+ZwYm+71JoQbB1ALYU0H+vQUK8VmtFO60L5XoTlDi9wqUif/4fj6valyjW2RQmCTU+ZvwzrO+fia3/8WhbiGqJJx+erHWM5PbSjoSBr3AJvh5v720u5/0t7acNuwtxq3OOuFEDV3Du5GJAEEVowyxBNB+2ZLTIFI86eoiBsrwgmLyJ3pKFNj96iAs7EUpO8cCa/OTt+YDdFtSYoDijECTG+JNWwlHHIP8dsa5rkGQNoXTavZ9bwybgT0XakN34++KKfg+C0V7IL0kQYpiMZZf/A1QlBj/viH95JiVfMeX+1bAvmzBhRPKB2le6bbqa1g63xDhX95CuZAyKDk08ptBuMeEsjBlUTwdClZTiyv91ULxTclTLcD71HgNmrUow58AYpC5qMyl5Ad9SOx9G43pg3ZqUAOUtb9fB74rE789fGkKgqKYzYEH0IA57wRE0AAB4tP7KpfHvcvasBqpS0T/xDLRVIdjBkOBJMnqsoqN60VH9p18Kz9q5JgmFwfL5KJ5F3gZ+L5v04Jf+o2Y91S2ll0nCMNDiIsSwrKKBQtQGG+BGRlE7gTOMasyOsTy81npiHOzbnu18OvzH7UknhpjJcFOqrjQJdjO0xl/aIS+WxF1N3b0G7AWc2qoyOSjASd3SnMOsq3pZMUYZxGjQ47aD5K68H4wE/LGEeXX0sfKTSG+IjXFH+wf2LF77MMKglIsa823zW/3dcz4Usntr7F+2iVS1Ft9YXwkrC632xASBtCiwYd/6UqcxFDrdqZ1TKqcZA6K8bpplImpwgoI/SvNv6zw80Zb+mVsCDRMQ39VVpPXtjGmhN9E1kKqBcSo7KTcWUt/GMe7AjhbRmgqd64tnngzy/GIRqIP3L4ny4arlRgVqqkwZ+Gx/Qpx8zQAa8N5nKu8HXB6IhOhfte4/DjA/SLz6WqBy4TOs44+i2PfDa0Yw1Sp3tcl862vvBuyVPmEky9PR/XSXR14i3KqsQSuxA6+HaIaUFcu3biWQf/xNYiNyeNGRA9SkKasmh4jP/OlFY5da2gh6OzeV/sPpBjG0e2i3jTTFPUJID07s0DVh8g3xkqbQpsji7IVJYgo2fy3l/OgI6cNieLSc7O7BKdah+KHvl4EoAj4myn6dlplpxbJ33v6eyC3MlGOmQpk5yDanRVcqKSSWXZQcTgqsJjcv76z18c993y53sKv6jW6d9c3ufSayalrrantZGXIbE3BgfGMKgtn6LshlYHmJ8vcA+EsFu+bREiNWNvWmH8PThmRukfCWsPcdek658tY07Wp8IPduj7esDNXbkz+MjHzz92zNju/d6QohBVEfHw+mzCmGMulEq5szqcoHXXwOf7RLc+UC/9cE9psf11gofmK32Bmk9WOIlI5D2wtzDaMcScCMhdBsWZBdYdeLfhdBmsPJb9koTjEKbIgeKeHfoIjfnDbqWOXXF3oknvbv1GzYEhBWV34oLJhUQ8XSCDEDD5Dkv5g+xNhUUOYtcT1QwpKTbgjwk2aZcDu+6Gp+gxEjdod3i/o0+SQLLs4r036lZxmQG3OuvI8Mn1N2lcFggq6ovZoMklwWFQ6dcrFwQPnE7utYKgPQn2SgpXLy8Pv1M2uBcPTSj1DXudB6/MEld1JF+RtRr6vGSE2KMT2gNRZLZxmy8fEXu7VkBfspdvabSUO1MpnyonB/OHiJCY0wqITdVGIUdt58WTLI5XHJmObhFwEU8PPdVfc6qr1LjPtOQ+UTDu0fcMjcz7k+mzi4Mqtq83uvqJYz5OMiLPDidsvdAPNGaW4y3EhjnSecL48dJITmuP4uYQP6hnNNs+wAgsR0WbdNfE3aIyJoeYcYusP9FJonyiBhjA30aYEJ/RFoHdZNdLffYwAF1aunv+iQdHStNnGK7aFtFiRc0Jtm+A9KwPDDa3O7+jS6Q434jVlnhNal+AFxodgbvpVWwNq1f2Bsu8qTWjsgWHg1DSIVSnBTEF03q5jSZ5Vl1+EJQN8DMkWk+u8XILQBBsdR660M4KLarqaz6/wltKhRSiFU3+puf5nPQWjFWaDjE10WdZQyX4ADKf6rL4ejtHscY3rgj6OG6W4uz9hZTNcLoZt+pmhEJQbvD+cHsGUYVzb9akhv1ctoSTSvWGittl08BglvXYIXEwqM++STd7HBqn79A3FcsOS6WG0bcwRfgRTf/cfqbYwr2z5LrhhMkYnm+C5oqIRENia3iVa4iIXYmrviki5cAwdmdlkR7cTaUrSJMmyBcsq5lNZspoU8YCJfEZcqN0/zkB+hrxeqzfSR0HEz2a0wOt/NNza+piCwpt57zS6bLBRFFUWNdBFbVjYyYq6D5KhzyOz486hViAmstz/aDaVas3eIc6Gkm+ODC4dGrOudEF66luBnrUhFMyMEi+QSxQqXP8aJKbLTAsWyl0TfEt6xgWAz1OKV1+m5QP6Y8VeAukPMJp7vt92rTG8ahJkqOqf7JyPey2MuF5UQeOkePCTPrG+WVwwK40jRWLoMFinPMbzWAvMmeUKje8R5bLqPC7jxWkKQsERnJE9NhLJz6udF4gMOycbX6taZJ2G1ZfQhBPAbtmEiidE8oZhyL7kPwsPLE2HlfgO4exwV/f43FxAqBeGrUAvZ7Gbc7mLYMA+X2ujiiyji0kLr8ARUi150IHmbsQNxh1jTIDYMdBGKQ+R2qsQ0GpG9PitXaJT1S/tmoGLGbzwp2ao4iHXX9vts4C6vXejYFdR/w26fEccvKDfzkayN8/NZgxaEG8gYazqO3oYG+7DevP/3dA6xnMYXIm/PohTpaDjz96IEdMTpb/95b98JQarCbwfRIeWvt9Y1/ZY+gQcMHNI4ujqp2cyDXvjwXB4EJYmsPYgDHQMt7o7XmURSFUUVcgxUiCn70A6ZT5X3IXXPW04wy6eybtd8Ls2kQk6dKopwdylM7X2zq2IcTsonhJ8Bl6WF3N6LCIE5uzh8F8pE5CujorEOXjFPLjQQC+ECSS/vmJNHe7+7Tx6uKyclCIGn6xXND9QspZrO6pXlGfXTJ57YQAyseO5kEFkqUiX9rZ97JPyKedLgwNBL2SC3hm5oqxplOqEzS7Cf4aWFvV9N8iKbVf/YvNpaufJdju4VDuAveZOntG6upPbH1yFJJ14xMCqG+be9VNn/Ul5H4OzyQoIDEXGg/10TF9hE24/7O8NDc1tU2x+TlyUBJY4WVLlUhorEsGmOKSwPe64YQrf11aojsILWDSAFOdXd2Op+o8SC5sKzIGoXkxcTbuu7mh/o6FI4NuXOc8XQ4p/h/P2L8W1L3Xr5XoTBboHN+NHlbcdJo9YQZw1VnjG1qPwYZ8hIsnM+0b/5aLnVCQlfcJX+q/kAkFiBXgfSjGhOirFebg9zjmhRpeTrRHGRL1L6fTcNQmN6n5psxcPvO2FivaqrDELZvpeWbU86K8T1FQHTnv7wF1upRXgqqVpRsU5TmOTu3CnrJspBbkCqoBKo+Ij8pArAXJsKop5o/jQSMUqBs33OGH1qodxgCihGXMADJP+lUddRiXwVWeHtDB4LiTAxI/PawupHKWUxdbSpsOm6fOD47v1lweA5lapKc9ol/i3PDECvmeUrmDW1yaM8fkRE6gaF2PkIXuglSu04LSdJQ7zW8whNYoeLl8tqjDfiaC4zmljlIPZyXpzYW1h+Hy+4caviegnKtCoxDvirS4LsfC8D52gbvFfOpD6Oq8WH4pPCt1KDZN+pd7hl7e6kjubHLOaauJ9Iyo2EGCzqj2vis7+k6x88P8guaTGxPTT6bq7bpbg5In2qLHFnPb0Lv+sl1JRsYWDFSiLPEjUJMWOakN2+AM+15sh1u4u83/xtyqLTzlRGwny4wezmwEHTXajXxmJHrheKrNYKNf1evNwZ6a/HQoHxl1vhI9lVhq9Y/C6G1Ik8d8lJCua1TXbG9+XvGB6IHJIixsP3C4u8qRPif/NJZFQjHgGGo4POynzAIU1On2qTjR3xEmQvQptmvW/0/jBgf0fbbrFJOuvKANAznJaXQdFPCAMN9PT0IWbbcXgmOLruR8KZW5kc3RyZWFtCmVuZG9iagoxOSAwIG9iago8PCAvQmFzZUZvbnQgL0NNUjggL0ZpcnN0Q2hhciAwIC9Gb250RGVzY3JpcHRvciAyMCAwIFIgL0xhc3RDaGFyIDEyNwovU3VidHlwZSAvVHlwZTEgL1R5cGUgL0ZvbnQgL1dpZHRocyAxOCAwIFIgPj4KZW5kb2JqCjIyIDAgb2JqClsgNTI4IDgxNSA3NjEgNTkyIDY1MiA2ODYgNzA3IDc2MSA3MDcgNzYxIDcwNyA1NzEgNTIzIDUyMyA3OTUgNzk1IDIzMCAyNTcKNDg5IDQ4OSA0ODkgNDg5IDQ4OSA2NDYgNDM1IDQ2OCA3MDcgNzYxIDQ4OSA4NDAgOTQ5IDc2MSAyMzAgMzExIDQ4OSA4MTUgNDg5CjgxNSA3NDAgMjcxIDM4MCAzODAgNDg5IDc2MSAyNzEgMzI2IDI3MSA0ODkgNDg5IDQ4OSA0ODkgNDg5IDQ4OSA0ODkgNDg5IDQ4OQo0ODkgNDg5IDI3MSAyNzEgMzExIDc2MSA0NjIgNDYyIDY1MiA2NDYgNjQ5IDYyNSA3MDQgNTgzIDU1NiA2NTIgNjg2IDI2NiA0NTkKNjc0IDUyOCA4NDkgNjg2IDcyMiA2MjIgNzIyIDYzMCA1NDMgNjY3IDY2NiA2NDYgOTE4IDY0NiA2NDYgNTk4IDI4MiA0ODkgMjgyCjQ4OSAyNzEgMjcxIDQ2OCA1MDIgNDM1IDUwMiA0MzUgMjk5IDQ4OSA1MDIgMjMwIDI1NyA0NzUgMjMwIDc3NCA1MDIgNDg5IDUwMgo1MDIgMzMyIDM3NSAzNTMgNTAyIDQ0NyA2NjUgNDQ3IDQ0NyA0MjQgNDg5IDk3OSA0ODkgNDg5IDQ4OSBdCmVuZG9iagoyNCAwIG9iago8PCAvQXNjZW50IDc1OCAvQ2FwSGVpZ2h0IDEwMDAgL0Rlc2NlbnQgLTI1MSAvRmxhZ3MgNAovRm9udEJCb3ggWyAtNjIgLTI1MSA5NzggNzU4IF0gL0ZvbnRGYW1pbHkgKENNU1MxMikgL0ZvbnRGaWxlIDI1IDAgUgovRm9udE5hbWUgL0NNU1MxMiAvSXRhbGljQW5nbGUgMCAvU3RlbVYgNTAgL1R5cGUgL0ZvbnREZXNjcmlwdG9yCi9YSGVpZ2h0IDUwMCA+PgplbmRvYmoKMjUgMCBvYmoKPDwgL0ZpbHRlciAvRmxhdGVEZWNvZGUgL0xlbmd0aCAyMTY2NiAvTGVuZ3RoMSA0Mjk0IC9MZW5ndGgyIDE5NTM0Ci9MZW5ndGgzIDAgPj4Kc3RyZWFtCnicjLcFVNVL9z5OgwjSSHMo6e6U7k4pyUNzqEN3CAoI0kiLNNJIdzciXdIh3R2/w33ve8H7ftf6/xdrAc+ePTPPntn7mf2hIlNWYxQxtTMGStqBwIysTCx8ADEFNTVWNgALCzsTCwsbMhWVuiXYBvhfOzKVJtDRydIOxPfEQ8wRaASG2MSNwBBHBTsQQNbZBsDKDmDl4mPl5mNhAbCxsPD+19HOkQ8gbuRiaQpQYALI2oGATshUYnb27o6W5hZgyD7//RdAY0ILYOXl5Wb4azpAxBboaGliBAIoGIEtgLaQHU2MbABqdiaWQLD7H0sAaAQswGB7PmZmV1dXJiNbJyY7R3MhWgaAqyXYAqAKdAI6ugBNAQ8xAxSNbIF/x8aETAVQt7B0+s+Amp0Z2NXIEQiAGGwsTYAgJ8gUZ5Ap0BEA2R6gJiMPULIHgv7jLP8fBwbA36cDYGVi/We5v2c/LGQJ+muykYmJna29EcjdEmQOMLO0AQKUJOWZwG5gBoARyPTB0cjGyQ4y38jFyNLGyBji8Bd1I4CkiArACBLi3/E5mTha2oOdmJwsbR5iZH5YBnLOEiBTMTtbWyAI7ISM/EBQ3NIRaAI5eXfmv6/XGmTnCvL8LzKzBJmaPcRh6mzPrAGydHAGyoj/7QMxIT/azIFgACcLCwsPCwcA6AAAuplYMD9soO5uD/xrkPXBDAnC29Pezh5gBokD6G1pBoT8QfZ0MnIBAsCOzkBvz6cDfyJkVlaAqaUJGGAMNLcEIT+uDjEDzf6DIRngaOkG0GWBJCArgOXh55//9CE5ZmoHsnF/dP/rjv8b6z9WUVE7N4AnIxcbgJGNkxXAy80D4ObkAXj/Of+fyP8b9V9WZSPLv1mxPC4oAzKzA/D+hzzk1P4OAMDs8ndO0PxdMbSAP7YAMCvaQXIZCKB5TH09Fk4WE8gv1v/fBfDXlP8r7R9W+f/M/P+hJOlsY/OXA81/PP7XwcjW0sb9bxdIMjuDIYWhYAcpD9D/+GoB/1PPCkBTS2fb/xmWARtBSkQEZG7z3+MEMFs6SVq6AU2VLcEmFv/Jor8HNB4q0MYSBFS2c7J8EB0AIysLy78HIXVnYg1RFifItf01BoSU1Z8XKwEysTN9qD82Ti6AkaOjkTsyZHdWCOQEeEL+QkoC6PZXggOYmUB2YMgkACRKb4CZnSPyw/WyAJiljGxtjR6sfxlYAcziQBvwo4ENwKxuAXxiYAcwyxvZGps+WjgAzG8s/0GcAGblR8QFYFazNH+yATckQntIqUOC/q+JBzLD4nEKLwQ6PUJWCEclW6D5E44QkmZmjxBC0eyJP4Sgmc0j5HhwfjLM+YCfjEMYmtpBXgenp3ty/2O0ejRCeJo7PpT/PxYIVSMTSNY8nhaErImR45Pg2CBkjR2BT2axQfjaGpn84QTh7Phwj/8YIKxNIJlmY/PkJiDMzYGOthBhMrZxejRDAjB6sjqEut0TCCFt52Rj5GTxaIKwFpF4vM+H830CIXyV/pzADiHs5Gxv7/iQi/8YIZQhiWVjZPtogpB2cLYDAyH8/iMB/4xAqIOcbY0fRMT8MWz2v84eEqPjowlC3x7oCHlsnsyGxGBkC7E6PTws/1h5/97tz604IOHYQ548kA3Q7ImV9W/rv5whkRk5PSzhZP1ohERmb+P8GCrHw2XYPa0SDkg8Fu72FsDHWDi4/iJuaffIkAMSy58nyQGJxAPoaPdogAQB6R4eiwfCHuz6OA4RT2awhSPwicdDtts5P54Y50O+Wz7JL04IXSfIy/IPhpB1giTgI1eIWDAD/zgITghVkOVTIjwPMT+tUk7eh2VsLf+0crH8Nw1MIQ/toxnCG+jgbPRYZ5AnCnJdQKcHufvTlf1x4NEIicHokR4XJASRRwShL/qIINTFHhGEt/gjgnB+TG1uCFfJRwShKPWIIPSkHxGEk8wjgpCRfUQQLnKPCMJF/hFBuCg8IggXxUcE4aL0qHkQLsqPCMJF5RFBuKg+IggXtUcE4aL+iCBcNB4RhIvmI4Jw0XpEEC5vHhGEi/aj4EK46DyivwTLyMQaCP6jhHjZHqv7zwH2fyb8WV28D3Vj6WjibGtmA3zMR17Ov8QV0j8+LXJerr+X/3NtSBCPZccLCcL4EUGCMHnyTECiMH0CHzLwCXwomycQwtn8CYQwtXgCIQyfPkAQak+eARYIJ+snEELqyXMC6XGYHyWR9eH1Aj2BEFZ2TyCElf0T+FAKTyCEleMT+FDHTyCEFfgJhLByfgIhrFyeQAgr1ycvJoSV2xMIYeX+BEJYeTyBD0oPMn2qY6wP7xPQ9l+2B1F0BpkbOTrb2hg5P+H28ESBLW1Mn9zHwzNlagmEPCmWT2J6eK3+56VhfdAYJ3sjkyfTH/TlX43Lg8D82bqwPkjLn80L64Ow/Kt9YX1QlycNDOuDvig/xdz/bmJYH2Tm320M64PaPG1kWB8E549W5kFznMzA/3o6WB/EB2T8rxAfNOhffQ83x5+Nz4MUPW1tHsToaWvzIEd/9D4PivRH8/MgSv/b/TyI0//R/rD+T//zoFR/NkCsD3L1ZwfE+qBZf7ZArA/C9a8eiPVBvv5oglgfJOzfXRDrg5L9H20Q64OmGT3tzVj+aIRYH3TtX50Q64OmPWmFWB+kTOkp5vifZoj1Qb7+N0cf5OuPfP6jUTdxdoT0HuC/vqogpfRf/NdXMxDoBjRBnp6wM+EPsioPargoFSF0ZVwbRFhYavrwSbvzPSf41WSGp4U8YpLUTwdRQ9MivP4E5an84JEJL0K6vYshN73WFP9f8dLpYCiJzhXRA8YvvZfHreZAElM7AvNh7oQPKxj7USrEaIa6cLrUMVoTN++429g3itezbpucNnR4twG2gJwzdLJ4QvBHkbSmbZgwbTLKJXCfth56BKajbqKzuozG8C1MmGXEuWhDOP6l+4puxOe++fmelK7OBPajTLn2Eq6iYCx8bA9ZsrT+6B/TZ+RhKvletOr2zwQy7dtrX6pYnB7mtyywamtHMDqacTDsA8omM+9wl6SiKpdD7tlIk0mv+NtNNiZ4ghmISEtjZUziqrZLUY4YbrjOc+qZpaGYo7jx0TmlvgXzs//G0j5wGu4tH3NWT1adSn/Ly7r80ypQqSb9HWe5AtFi4rc8jdISynCSkEgu6T6GK1gHZssFrYjp1p4tyzFT44YMCvvpzNtnk4dK43fxJJnPFMZsLjFiKuiGTb3LaF1r2AraO19DC7lJBmxjviJY2EFy/D2oTREMRGIHa/miLOlI9uYzoxaD7vhjFobmUL5827yBmTO1+UEAfT5jaxipt2Gu3icr+52CmIJReWHdeI3HFI2gNXrzbcVg4VVjAD6fFoaeYgsGP/EPepae46hTCgZE5ivlL/r539Oc1F8kHYRJ+ZGgdz2X0SHFzaBlG53wRSt7w0Qro+NCfZu9ViRrAIwuuc5Ft0mX9tg05lxnaDafHKCrTXl7Hz/utnfFmDn/bqG1R/UDnvtBXYatHUzMqAGvh7L378+4jGog0XzuGNlIHYF2np/DHmNmY2/zu60m1Nf5Mtsz/cp/dknCMhLihrT1HTMZH84WovFMryqom2oBYVV/VBgfb7RNRZ5BZ+XRp2tkdhVkKBX6EKWNJ1mJ8DyDqxNDWgF7uS6b49Y28BCIKtMF8ny/jJozUYDbfic4Xq1Pn/h+PkXQUvuqEqciFF6RDJpymsls9VVvPNWp2xAmhl/PWZNYXH5brba0nKw/qrvN63Ok3P45+5z3Mw3+CwfNo8Jh1oLaX2qDI81mv0xdgN4qovm6fnQdCaK/UI6giBHcjsJsubr/OfST2qKOfCKPMRjt1WUYcoymsR5vJXOeTQ/6yWnvzpBfwZBhd4c8ZwJ3mxCWDCFL+ZB5IQHt+VQKGCDSgQnjLN251BEvNDxopHeKg/RK8eym4LRs3y6LNW43g7Rw1ICNvsqLo9w9XkIhg60KmkMDsT2LdHqje3s8MfMjHWXbHHwua0TKzQX9F7ao69ff3ZcD0WjpOZ7Vle2UNY1oWWLG2oi/yABfXHJSahq8zPhYqDVIod1EbfI9N33MD+eVa9ptbJLsXiMmQ4MMWgSvDJWZSPEKr6ZMGK6iEFi/DlySy01vL8hx3M1dGwjUzwbMgFyHdnOq6kQ/0xQLuxGYvFT4NmAkEjp/N/Zy/lWeaOBRH5xLM3hFQpP5TKbQY/LCgsQhYRtzIRVvFkAdZsHnxKjBD/fWcNUHtRsOlaPN96WXU2CM/HjmjAntZPuODuOMB7v5uJISe5S5ctWvFE8i9N7fTFAuMj9NE866ip3rqE3WX7grkArugb52UL+4JuPE36GrCdZ3AMjMDXbPIyiFZWyqEp3dtiyGWkuMbvvq2WnNX8WMJcc7Mj43aqvUsSqo+DjD3Mhkblx4yVeU6Hc+/gtb/dPdGiUwZKPs8FdtskOT+yxy4wy+gl86J22sr/I7n5u0g47jOtI3ZMGSymWV43yBUDb1vqDj0/3XH+jQuFAZqWg5atnYwelXUHzVqC8rmcbTdFkJS1uKAdHpq86t7WiTI5SI6Be/t51/s+7zocfsW5XutfT1b4Ut/cxjSXbSBNGpPNdeDe/Xl+EKf25XO8eDDh1OG39sIUf5dsPvTfI39KNR4kI06bn3fHFzTrFauL2A2YaOC9WhHGCwaKvX9symic2wYMhAeTNzuSYWVdoPkU/Mh8bdOH4z1WNusJaBfW1vVTuapOhdoj9PJ8bREZ/gtFIOvUUPWVO9qx8RbGtYS1UUW3Z42avspFU6TzqHhCdyEpxeM/wBdrMyJ3HnWq4VX5nFmRyAsuMgF6G8MHdr+qosbDEtUEVBov5ri8/rprL9XPnhFHQWAy33DNQbJcUg2hxPin23ijsP8U0nNhEoxTYVsnZfC/PGxBFa0uvrH9/ghUIKNK6oPCjGatA/6Oz3JV7RXoxXb6P5OfmyDqeJ/2pPzheTqa9Hb1FDxq0fsfbslmPE9s2YL0tgLkUTfYGNvV651dJtA0TMbgLtuHfyn15sPpuUOSMvvWOQUZP8PfJDxpPAy9EGFyEz4gOrPFUEHG8fK4jVtisx8cXNEO8HnJdrY3iSrP4oz3eWzR25xE4zulXSuQFtNa0FFtVsnlB2fVLfnHWg9WQ+C4zSkfkPm+JTf2rpDwxM+XXcG00xuyRmsQoK4SOfJcs+uHD3bIVL+sxlUGDcFbsUorhJwJflxghH0guQjDbsZSAXYgoEBQ69nBUS64kpKnHYNhXJKx5UNuycNY6zrn3OpJWqnYEUOTuVhp+1JO4SZHchrG1fFnjfWolZOjwoPmVOuI4aohVfWdxsQCByRChn4Jokp3skG17M2FgusHjvEKDh6HrQx8K4pggfyI5Gfc8W+3KP8v0vHzHReY40OP2xXFLnL8trJws6vkoUutjJMa8zC4Qx+fxRHdCt/BHL5lg47nCjecu5mbwYxeeqOuwxuspgEy3mCIQyVW5j3RvjN2HLvxxN781WyU7Mx62hIKS+zokpl5NUijUR+jjKagNtyia3Uv9MdOFeTgGWIlzE4ZoLoaNsYlRDuYOxdWBfjr2nh5in4jC2HAGTf4w3vGZQfIeVJmLBcGOKv3eD1GvYesuxWSycrg81pAMFts3lbJf7tYCneRelM2qBowoAsWE9rFCs/iL9B5r3jb6NqM+IiNBRYiFzMC6q+l6MokbfudVYS4sgZ54yzcvVMNy92or0G/kdd1xi+YXZLL3KUZKc+1W0/IbJ9A9aryXz+ZnQZxxAFhsvD4eyUXxWgEHQec4XTdLMwFfuOzayeuvw3M+vkPKyejOqF8Wd5jGHjr86Y2B1zuFowqQeL1MmnpO5615yCjUL/upgDDW8UxsOj3id2zBQdAOIDt56NiNR8SEJ/H1iSLDXg0sg9avc9t7HTFWiPjW34K6xXis9ADrCgqJlWcB7SUpi63M+Rm0duNyTr8NAZpARejPZr2R27j40G6kmTzS6EEzCLyBE7cK5ifljHJFPacHH98Lkjj/myQ3e7hCb3Q2aDCSG1orbV4CBQX0V6ulufNc22INSxQLoFAamxiZY6D6paliaq2/kWLcUO8b5GJnSlRxNPrk4fOj5id6hjyvpy48L8LMMdnfoa3n5EUZ/EdVYZanYmGnV0HXXYnuyiW8Iv0ya8fQTPHLBR8M1Op1lokrU+j509haqmBoGbbDfdYybFuuiEW+jiuzWvWRWzYDzGbV18mvKDJ4cxQbnAJRO9VOHvJRd31lM9189aX2jb6LrndxSYOu4c51dmjvTKDJ22got4IC7/ZzfP5h7l94F5NEPzd3L5wjsNvDtDdS5QCmhMr7wtIKZeStTLQR/n7yfzYUTkzStHoF3XtijXu2UjlDL4Ne7UOe6FwBeHISR7kV1qTNCKfTT7S1kuDaDZUdjnTdioJxxlPHWjMnDiUUkNA589l774qO4hQ8WkiM5wZBGsL8vs4me7HicMrTcMpeeYaS0RJYNuVsM/LdgnR/fatOAN9m7zBXjUz7W3MS6k992zNrMmmdGvnfNBBBHit7eiUeu2yjRm0j5HARQB+CahatyNQLrwbLqnIsGn+HhNaodTvRV5cWnAkiTi0olqNPwhEosFiKqClITSnh1Ja/lLTcJe5NH5hrKGYhOkPy1YvjYasYlb6dwa3xvq9XCRJTfr5GC2AgAUkQKzvFVLPqwefWXz042szeM1p9JdjInVlE9j7dD7m80pkiG5WZi+y2bJutasbn2lkqPiyADlzKqNkAY1iPtU7ZaRu8a2usegHXGUp7sLork7zub69t9LrhxT9VvL1qo1LQuvwuWel0Rhw16SoIBnbQ0qdquJS6ZCblhrJ4SzUh1PIPoSHy5cwLlcRL5H0lWK6BkA34S2Jbp5ANl/GhKR0rrJs06m8vRqVBuiSwM343qHb5dXKEeZ5q4QylZBALg+ea9Ll8M5YF+rZhmzJKPeTbqVCkUw7blvRu88QrKvO1/rhnNgYzT+3ktUjPOAMP/c+tOdbQUfUbRIKIg1qGEpEbiWaEWsnd5AeP2yKsFac9EycHJpToH7tnySz0Kt1QkZqXJ/W85tbmgwtwq2oWoeOSVg9n4Vy2EMNal2jZoAd6WWKS/hE24y/DyPzi2v3ZLO06iQwNgdkQDFwdkx95EZt6BqowsWqyslthLPtFGB9hD6/Imf6nlKsMOnHfVJWAuCenUBiepCq9yeCN+zYMjV+wCHmQOtG5mYftTh37GyZ47ifmEVgiMCzNjtzEbRUjpdwkptswujQ3Tc09r2VoXoY74ZYa+WM9h4uv1GQtqFzFg0dwtFD0KtqfyIqApn0aUzgyB4ytuXgzaC+1RxMHTyY0+BWKoyvbnsHJGqwhfsN/1IHphTdPFg+AdpRmkG+rECI6jqj5Tyy8vpDD4SIJCdQOaM2djapL1yJMPKn64RrHlaTE0k1ZiQrOPc2B/vy0ShxlF8jaZohMtyVfwGpFbObFLRwucmQ254fLUdd7l28lmYu6brtwKgQcZOPe100gDNWW8lToM0QqXeMtLpJ+xzo1Lxnw4h+aWxP2Mx+uQ08+6gvZB/L5OsSMgxXewMK0oXpnOqIOE8lWPpUcWpVj00RshueB8uBgUol7j049HA/gHEdIoTaD1rrvf21LhA4M3IYpFHkRFDrfCAAaPdUO+5x73kmEhV9ctRE2WehgpEgeqo4TtZvpVgfde5+nlhJhJc9WFbFmzpPapw7kWKJw3MT4HYeh8V/S1J0o6L0aDhEivmWMZCquaUcC9PxA09Uqpu0XsMgNWjV9gkMTupIkbV3ylNVSa/oQ0Df0uu3zppjXSwnHMvv8Wa9puLwV/KuBlou2z5fqzYnOf0hpg4Cj/IYaAUibn12u0w24a5Bi/O3bUadUkOoMzyYvOYSpR298plIi2FLSHpTMxPlr6y3TRt4kx+Z6ZHwmRkbOcyN5LLDSbvh1MCydH0QgrGTvQewPXpdBv6VpznJ5TLMv3yvPA0yZfW62/IVdmiAqGK/NevDwnjrpsW8KE2VV8GI+V96BHDvxeiaGKZc5PCkxEvaQHFZVHFohMJqRCFB899GP13fykPvzF+Po3U0oNkKPgmOEO4QKSS8gOS90pzPlgmfL7rwyDn4GE2Z+ygwRZZHGTjZMZtNbenwfEsezFyQoYDD8/XSdHHUZX/UJ8/aO8nkn0C0ejg8knhjrF7/TXaeTGeVkmv4I7qGQUQ0nhb/odygtpMC3TEVSy0NNghF9hTy2T9AaDaLOOxexTctNbkTxr0hRPsX+iVX2CkQ5n+IyvJbvTzrWjo8oTtrJmpOrwWiEm5pWUWc7hmhvxrm0h8qZZo2pNY4GS0xce+RLWwR9VApN5OrSgrYjvpvg0428ctN/ixG57abwwmxRGILxSsX29Tij/zX4C4/yCfF5iUM9YaRRZKuaEUeQNtATOVY+Ya1CbY1vYz7SL9baMxru62t0kAzlRd6eNEuJeFWNCTvXujYqlXNwjJp5m3RDD+Rgtt4DCnuL78qvOUSTYaS6EqfDhBf6yIwUdf4s6/8uD0QHsewzGdtRWgyZDfOovOks1se58r7u0VwS4hy9sVCeH8QvPsMWOXDlamJcY2lHWvw9xbLWhWqrLR5aNVE+Xc9X97lvyJd/7fRKqNoMke7r4WoNZXyLO6FW9r+36bnU+eII+/h1eC079t+hetc3CgCrYBl/eH/wo0nRqW00iZOttmmpfSxJDfsHOQuWLNFzSHulTH93oma/SjVgznn8R9eB1N3VmOfxtgPZjpuFVKc8MR9Nr2xajOPI2zzJW6+SBL58td+y33VIFC6LLmkUzR0xxsaW5xUMGego/z6R+Q0DFeWFqC53u1+jOsFIfFLhEZaZ3726w7BClIW+yIPWGKaXlrKpgInPA//QlNomvnWZJStrnBovwpG38VktSC36JX97WJU0lTT+H4cgsZjVXSeROkZ49V7jQyDUdLN3CfvdmPb+CukZqrzaVTMGIYVsoEcOzPPbeV6OvJF9zzidkaYqaNXqbZXVs6I3Yblq/ghK6UqLPXP/Xfq56XenLYjFa0/DFdp0QH7hkBmseug8yq8smJoEsp1kKe799EZvbOPUuQYRwuXQb4wJcqKkSR65CkTsxxop0DVeuWlEu+930Mf0OWc9mdYBZBENjWxSH7DY72Tll1xmwvPbz9FKCsMRnQpUKo9SEIsSGNHa5cXIHryoM7p3mxFpG2NpNzlBqghk8iwdhv6anxPSxjnJgX207/6LxHc/4BO+OH5m7dlXrvLVnW0n0fL9UWTx5b1kb0Rx3MgU7ff34Ph5FWlKZ54pGvLuMFV1TW/ojp3Qngg3CqoTLOveKCN4euJqInZuMy/xVEnQC6IZti0Aj1D9a6L2NiW/RADzIHXcpDk3lwp++t7E7iuM89hshVI9V33hz+yfS2s2abS1Jnb6Pics13Cj+8uZIoyljYRSIqj6gc1fvdgrPtqLhpn5r/UubidDrOimcDQn1ZfVuHhI/sv6Xpy41GV7OPaK+LQOw3/w9CFG05Yel3CTCXTpCDtYyXngf4BPyGXkdvlBpq0mW91/CC9sjJnbbGGb1a5mk2u9rft3lQEgbPC3mRc+TR8zQZWYtHF9S1KAbQ4xYiQeVNtGcGJzIdGqRRmQ+7XdoiUUzN0JwEesyJZPQ3/ki6/T1q6vKeVppqaC2Z5hcdBZjuIQBr9d5PDjzgk3ExDz2Rd4WKarqtVBIM3UbSec1MMtyx4m2v+dPvW1EpPmxsibSepN+znBdbhDJPXa8+9NuGGpP/bfJ+7TONdj1VW56LNctm3hH39mamnAnXwBMcEbxVg32MAvNbN/u616T0/KsZYLmJX0E9dKTO/rvGs5eAD/6po/G5sjuawfQqRvqRysGGFmx2P7SMmN3XkiKO7hmx+SFuK/N+z2nxu7Y5UkJuCM3zFNSuysSGrZV4QxV5HjKSPUuDvZm4vzMWCxOM8oAfgLF9zxwsbns2jJVO61Ds947mAgy8WYqZuqKiC/lOHHKUD+jrBLFvnA0mKAJf2EVdZFIzcj4fkKIwDVkN7ACrBr2xbOZOeut6Fh8GSMlh0+exwScR4UOG9vUUlYOqebe4rqkeRjefEqnwUsVaTp8uxV9WQW/HX+L8TkbCvyI2CDuUfykJCyn1mih9BhE9fQYz2HxjdI8aJxDHqbE4N1JXM+obdJhmuyYzMxh/RT4mRwKo5cE6sfol4kzgbzyRbuSktgxPhfY6y6nbP7paPdhSxOW6grLQUXk61j7mdBYohFTkveLPhfkDZM5vg4vKidKwn9f2DK3vdK8xrNyLjehHN6Uq05cb/xxhMLwQbOArMUxsVYS5dWzfjDHTgMKj7g0cujBUJF2A20KW8m6DJOYYpF393jid7lDEhxwX1TSYkHZ1/MdYRtzXYSb+KOYXHAnzQyw54N7q4SgTV64FhR2oqHQa8n0ZXLvOJ2Zlsm98N92ngHFvvlhx6ZhYgFDMBo9HZjGIYJ6QtWsgXqLKWlpbVwGjLgxbbcVt/Ii/ffliWzxlf7iyPx0YRvKnzKFd5LRe1C3tnYROrcz2rmpCO2n2btfRr+m0qHYtArhZaya526C/TCyIMWYBbRvamnWSpyOtgjnGS8MMM8rcrKkfbtxA0dwT7V6YIZq6r5+qQyNHc9khOpZWP6SBc8AwZ+AsG+nH8haX7THXn42Kt2xUCJS7YMSpl0LEoJNYZjw4S4sWN2kP+589ktgjwlXrZbI9cx31r7PX5JURU18uW2sbent23blqPKGcSYiZKWZQf7nE40YX/SvsWdCfjkU8fGELyie9Q9YRkVAH0UTcaAbMyBKcXxZ5n5xb6sv8J6/cUnwuBgedP4rbLhibNgjalO0//RuJeW5bkYPBi9aHKV5jlZtxo0h/L1wAqNWIQeNM/KK2XRcU9cESXLRRFKzQU5JxZVUMR8KvwsoqJOkhK6k9433UYLF+jHJpv/wEqYS46cli98Nul/Z3oxkENl0oNbQOTRDuYsDVDPrbJKF7EOQaNa+ChMk8F/L151LIfhUGNvYl1nBc8Sdqp3vW67dlXMrXRQMovpailEw/UrHAGbN5T7f3mbquC7fjf6MaJvo3ghwOpNw5mwdzQ6rkvDGvPDH3/NXHfzeagkwXt6nnpefPgGVPs+JKfwMHrUX2nhVoAWVezpfZGw2zVYi3L2bwyCOED1RuRNVw5oe2XYsx1Az5Xkz8O5d5YJn4THLPRSz2waPLGoGzfbHl7h417S0krUNR1uzJr772XrWVJ/OCIwSf8YBmZY3DU1kVD/hsoD9g1JkxsyGA2+9ffVjr7PZErxNx2DzJvfx7A3GCW6+lnF5/8jjOEodZhchxP96OkvioYtvUGK5WiDMHb98PwPLzVwCYPkBXedN4TwNr3goIUN3OeRaH7b09d2ODtfVi/tYKESORkfqce73iaO8/XW1jQ5qOJlazlft9hgpccFj2xeZxm9NPkaNy/tffj+PktREHpxxGLTrPpl8A/clKEKX/X3s+98A/X5HXuYlMJGx8da7kppgrhgtc2/ovUUkFmJDpNfV5BXv4/KxO6RFlV8S8X6E8uvdvEDpDRVKkp5+Dg65+JJkM0AGVDTI3HrzG/F7XdeE+A/cLIWaBOuIYqgNClBsBzzLnq3ll/PMA5+9yUZxdTx/hlPFlTTDyJ03x21hHq2Vt7I193UVsgKJV78zMhv1Z7NdOdcAuflLBvdHRGdNVp64gLYW6oEI/w7imJDMKAeLgDbBV+1eMRiOp+eRXWrBPUSv5HdaRCo5HfNiP6iyxFX+bIImqRvjz7QbVvNXYGHS+mmMNUQ79prNdOb9iVTzy+bPNzs6JolHzj0f8Rwz9Avjbo/VqNZh7lHSGwtkh5PsUJm36gPhuN+GvHjWOjDbaOWorBQlG0pAOwV/kFHHU9fNl4+hY9dGXYkHMGHOJoRXgw5uSnmRmSueC0OQOWZMfIVOaL0AlQN2cLrgnADgG0jDkIbRccQd0YfO1EXMIG7rjBJ9y+naDvTf72o5k2xlE1H7jM/9E4+hhYSkbvrIIn1oFurMyedclHrCe8jELi0ATuI94Sdkq64zznsScnFrbuJ8gUpkZzhZUGMN2fvRBK/+0++MJptMviueMc3F4jkbPgl9kph7JXfyZ2IOnOtHidscCaRIb42diR1MzT5CPiNacLhJq14Foa24VBCXmYiWEPrzXAT/HhWt7gEx2GW+RdWqNCqi8K7yVOzU832Ff8i5rRSqO7+bxtGI5B8qcCUhRfS8pS3U+a5itK8HC1mkfTerxI6M+Cfy8agshyr1+zIawxGNN3sk0TqW8Ti3DeO3m1fbehbog7hQCcmmCIJxMXF7EwYKr5nF9MlBhJnjgdt3NfNrC6U1wZTmu8HmWu81+lmjo5kUZAQUGvq7X4k1WGMQjOWmyCSN7EeRHcMg/QjxjOrRH1MN/+5+UxQZCrXyafxMaM6uh/BYJt+FqNFIhira/QVFuuYJyOisqd5hhszfJHbpyja6qEtKbCNhrj+B0JpDS4jRcLCBX7r6Y7kv6YglM87gFsnWcR6soOhYj8gHN2isTkeJfe6XbUz0UDfft2+qN1kYJy0YFr31UpdiCL3v1gdiglvzfg06Eoau+nSmMXyJ2XMd2P9CWhdSW+gp8VEHiwALNbsC3Xa+mEBmcskiYfzq+Td2XBFv+U9R6xGo3Mk3Y1vXdqVNK7dd4StyDb+AES6C3Cl+sF+f9e14Jcwh5b92zY5VVFRFlSBgSeq1D87cq+FAC2uozBBwbB5A71JiHSbppWyZzfw2AdtcWonZM4KrPPsuoKQRAW7KMrs/16l8EoF4/BhhYcAav1SlTUwdh1H+06KUm0nhJyE/K5TzN2Js5Enqb3Dz38FVz7ibdySnGwcOf0620YiQOc/6CvyA8HOm0umK0d+gBkwHnLgpIe3vq9jS7e4keaZewnSy83q3X+A8J4AkPPirGpf76kjEayKbHorGxIz4cpsdxmdLRvT1ym5+7KAKjDM0z4w7N7Mxtd/z7+iyaKqGS7zgu+xQPl3HdX4MJIQrMA31TJ8Cnn3b3it+b7NEGd1RQIuZb1GVR1qz3cA2hQlya8GYrrXFqFrYOxgYTfxqmcV6q3ZA7RhC24TMRSrEjyqljKn6zEon0/dVF65kuSQxQD2e2xsn5XiEwmcHSccg+etbK2a1iMhLvzOUjuasQWjXZU9q3HI8D3o7KMsjZNHz8pHOXGBuYhbXBkXMa+sLpSiLsSOvdwwJQ0smWR8KJ0NrX3kyDQ12JrHQKPGTFnPXuKSSdx6hmMpluLu/FxCitfFOBlm5DLXR0myjvN3WY0OfdJyEPQMFoc2suBFQhZQYeHfqE1yt662zHZ6+rKILG3/XYqdSLM+34LFmPWaQ8C5giP69dgsepWPtW7vnL9/ykLVlnN9eySezX7HaYGnZ697WZNV+Ky9dbz3bMif3u1XulnbGMet3UsjaT77eRLP8NdS2s/ipFvdd89L3+sySqazPhSeJos9qo8UEe9z6KcQuoYZovAdPosyXP7t+/mi5IyYeMcZWDyd4oAnM90VB/flti0DIqLveQKGVFXEVras62YXb1V7mja6bHBFpvgYPzX7U1t1qLJVbKm9tH7gbDzqN68NC1DB/oyvV3sbz9iz7q+TbYJ+k8Mj4vRzdjy+Tv2W5/khU9d6sIGrD8aUEp1NsqhPsQmXGUcESdY+LfrWwtiKfIi2oKNQ0PdPfI1wboonMZdayzMmhyuxAN/jhI/mF5wZmj0GuCK7utG6VuNVwoDo1XO2nIhU/3VGTVTbH57OEQCsyKAS1QffdwJioLVmPZIYi2ROdicuiHMO39VT6bfCDkbf+v5/bKkR/vcnEQpkKX4jP2F9Wme27EPPhyDFwCo2kTxuo1rvNsvukfZWydB48ybhdhOssXIZZXbqt3EIT5PDGPeo1l0+yPObIb5Fc9kTVGcYzLp+hHeKNQte2zxtoULk0hKdmQ1B6EoxiAgayxQbwsO+fvagPfkPl3tGdlO7U63GOl1UjURo/dAAckAu/CaVj+j6d+Eb6XXaIE2u9Flu+D1dmQbR4Ttqb/ezvfTQZXuGxK5QOX8NEoCkwnF5fq/iXFKBrQGGQbNp+vKlfCojMHA8+z9HuuDDUpdaUxe54y94nxt9/xi6rPQFDcGuRUgLij0Ic/8jst5doK+YQ29hxt/zWGFr2PqYeZ+yTK33DR5LVLwpqd+swFvzMOtTf412cbjGmAo8jTrBIio6D/Z5JOFRiWM2+GevPPV42mLaodhapc7icL4CnNo1MZYvbOJPiYcszVaSFFx0KbFv0zmPs4F+TWhff9SKIfrGjRuSLmtaTstkUSMMI/iFKPnJhP9+fhRcB0JhQ4I2pIVUYuS/Gp9JEJFA6dxQ3CbgsHr4P5ArlnVLfDMLrw5X/epUUxO+nsyrIY+NIGhRQYWUg9hVWWcI/qCRo8tJ58ZIm2lCJCjkf3Y+HdyPUm4g+lXXSCQp5+cr08Dv8nK6dKiwZiXzDBMlLVXHQsWW/EHNvC4o4zHYx+V363nHNts6xIaXgD63Z9VY6nJgzurWZPadXLlDuJsKsrVFdeB7PkIN1r0eJVjqBsSG9szYaJwuf7zLVhaiul6BnL3LrOmD2Op4JUcbV+HPxq8QLICzaui6R+inkktNnuandPzcQcCxSyOWy6VSAUsOvg3vLbrn8WsjqwE09Vlo6pZ57M8RXXMHK1diQjWxfjh2GnP/KBvF+SoiUy+9IHqjFU9gidkSRiYnl4S6uQPkuMZCrgBy/YsXc0uTY+6b3cC4piMq48+uAePXbfguOAlNLdb/z5VfwUXIWuEpBxGOqY5irNzT91KrsJaQ6BB9GE0+bFoVewhX87PRtSB6rx4Auumv5KJ39wXVlnuqwxT+s+k75N9PnZLu3C5hZ7Z/I/XPm0vWd9cylMZDDKfXtD6Eg36LZpe/GVUZ5JHeY7/D954QYT7ICoFhfV3nqGMmYtyhhib4AlR4Wa+/ROclpFqQt6MyM0Ebb7RZ/JHmBjyvIuBJ/3soD/SwyWAtrVKTd6lPcVYM/gv4tDwtG/+h50wGdxxLT/YssyxvipKypRRKXZk7hayojGOaaqyw4R5eIl5SFRgIo/MbULUkfJce/bUx3j3wkIyLEXu5/mexJPpO9Hqo8HglebMQuAKnWldRHYoJfZqzIaXaJGUC/vR8EgumkuA81PZd3GnB84G1Rm2y5oRzquk4uhPjwdBxPvv80aVq3ApyAaaETe9mhCLzvP55IvaQg8rCT4fai2ny5mmPEVaaTZuHeKvP+kmdTNwKT+vrHC/uBoerWMWODZ3o18s9hrzHu59DvXn5WXWlTYi4Q2nbDw8vNHWnFSFR9hwrfePG+P9WXQyYPPzbimSdj8gGPTwwXYxVlT7ZzCJyUsBs/zzt5ytqPLGP7JX4S7XWEMDpVjCe8ZcR3w1jYn5ak6Kadv12rFpBWiaxuvzVScZPAt7X59o1/9iuL7Er2LvQCy29avGFV2Rkufx8k3e5u5h9XU2WJ83INglu1zj+bxpIzAAntPiLIJzBToq85acKnkJJioKauflHHOHw9/AAuJ61TFF5ceiflJQ4lpaV7w2qUKtJd53gUnthM6OZfO4xKvKkZ3dAy5g9T8CHpHTKCZrRnT1Rrvsjn5yXzrXOLC2Gfgc5BebNxArafV1LPONmqQvdck1YOPzLoo9QL9BLhpN195jqapVGR1ybhTcCuPZa7XDfxGjuElsrX+oUuHp2dvNDCua4I7+MgKEzm6Vq9Tp0LjzNEXsRtfiLv8VGrmQ/zYsL71Hrqlf4wO40zyhcmZOZTkQFvTBi7YX3LOl2VZILJyOyroS/g7os43asyh53poRP9YOrCCCYLUdA8+Ls7J0rh2zOXj0yxdYSpwN0IApYuyub0wdG3zwKTJI8TA8LTyZyJSQ/YjODQ5e/eGTowIYlXRwfzyBghxzo5AIsotRSQTtsWUz4YmDpV2wzYKHUMY8vdjVll0nTYcyQXe+0v/yTC5lUv3+N+p+lIlK739QKrQW8pczjB7pgeHgntW9Mho9clVIr1YApycocnA7BbplOqsFKSPPf3PBVeI+H3qTf5h19UW1ltp9z6MsPsjj709HgCaq9FNmRWRWHF9QLYPuRVH8uwn2L6Ybw1IvGkiEd11oC/8JxrIYOmNlmscmBpgJeeD0Ro02f8FEtrtIzjdjuqdS9ONxE67qmNST7MUTp6XYwct6CWD+W/B1B6tlrUlOvNj+x9YNKVdDSfJ0qQi0PIafJ7lgsOptoSeGlP1fNdD7EYCT6yn7uIJCbQmnyywcR9jMqkk7LXw/HtqyI9HeyIBuSQYCRhz+gWGB/2JoSP36Tg5/eyaDhl6uOj+NhC+y/yT/p77PYZsRNdy8yPSY0CHPudIF+KO1WqCD8nAr0jkwwNr/sdfySvFlM0BGlNedpwQmHBJ+ROiZQ0CS8J4CMroXX1oH4x8vS1TP/WNX1D7/UFQEavro13BOPf1+YvzFqvmuzXBU2MAGclmUtbTUaGvhQntdacNBRsSg5/dYWdMBIAfaJ86qyB+ybTpEKFQK8boGEoqBsRG2vYTBiwnItuX4BB3GZ/FRbqn5MvsBbwrZjGb11yISg2qTo414nvB9wVxaG0BTB91eV3hjo1Qblb77mgCU2OQuZFtgnlSJyT99klsXGexbJQ82Cjgkgv0nmyf8oBnHcrWeICwCi7HtNxYLJeKRBD8dcgdwzZWcB9F8Ew7BL/2SAuvYLNAubP29Vaf61Z6xy91G+CObVObDTNNIusyewMYhohpPQd45TT7LHTKEC45w56X+UwmxRRGV21aQaSDwWBO2lM+hKI5F77ppZwRsl8HzQbCApeVnfbf9HnRhNfbjzkXi4OkG2uW4hOhiZB1BBuWFWLld04SHYVmAKxkcDeu6kLrgJwo59xp61na4BOxr4HmBh/scJTFnLTlWcyYfs2LKoomeB9tfHdswps5ql3vbSSgXDfrIKpQAOC62T6gAPaqahRGjuznxYYP3T36r1pX4xqYSPlUHTAHgiPEn6/Mzv3zhd62dgLTEEaCdOG0Pypgr9tGDSNHljK/ZmKRXCwq9ztxaBQ8Xm/+XviT5bDb+KlRxh9K+uCZ9LZc4l14V2PSpoKesSLYMm37OlkPgh69diwVSG7DSnBMxi1xMEsBWyVbtgpm/qRrSveJ9S4i9LUOt9uoYdtdl1LAttxztcR0FMwtwOocAXUtH7UuyffVyx/fKcd+JWHzcJLVqj+2fts+J92lMvlMi34Q0rDklKzC3MOKzYWXBb4FQHxvwgzqPzYlGm6514jRRDzxdCGQ72pZUz/1hNoonZCsGCSErmLrgkYVKdzyF5s8eYqjkpnAlBOpxH37bb1EVFZlNc6XKi4oDEGUZW83PcL4fUTkKyYcKRaec5G+9GH0qC/cSkKmavFb4Iq7/wwdX9YL7NY66KIJ/Gci4k+zwN4EZu8RdlhwVc81R2/bleVJozb8Vuerj/Dp95JaLH31e+gG2ysEuDFtg1/3CqC/NicNiyNhqWDhxSHJNoZItRzjfgo5jXnAY9lloCwtdpuWRo/0vVXO1BBpyANbxHl4lcGi/OI+TFt5PG2l070EbD74wISDZJwvw6CHbMLvcqm1x18MIbCMDqI1wIv8jTu+zOK71xw3Tl7BGBwY340alsdKJvV0DVwDwmdUJFe9t9TQu06x2EzCnLK2chtCe2dbNX/jsPqciQwBgzjYnRgWeHxNTKnIiS0raO+N1QPYQslcX8tI9x33kQxdHZz5EqBysFtx3kDPdOfjJrtqq15mqoW9UYAB298RLSk9nU1lwZmOPulwEHKtgvPSI7G9DUMs11SHF+ny3t0LSFomve3Y4RK43OFr76hpkWmyCzqzVz5ScCaRPdE+IgdIywh9lK0FXo4uQpgWYZ+8WaGduu7zAnb56Zy6UP4bE+F3IcZimHl76p9+BMTU5GIcLjyoDvhTLsy90TTj7RhOIPfQJWvwLm0ys0kitgXvlNroqaLq4DUvRa1NlLQt2Us2mq+P/oLSYfg8zc/OeBUDrUu03Z8BLliRZI/7h3rjZlEXx5QpTnBHhuQyMLbHTODsjLlnitBpQgeaqPBjX5fnJsoL7DG6c7zrldosLatnpZjOv3aEvT2gPiHUVPadCjsHsM0c5zYZe7wV5yfX0qvSuf40l8ei0et5WgUh9FtLaqBO+Z/FkdRd0+q7IuH0nDjhFy1+rn17q+9RCM0g9u8qBtmj8GXIJmAQu+QIILSNJTXRoRSODffFbL3Ehz2jnqRzxt+73nUf37r4c8niMS/8OFO8rendKZPOzW37qkC5wAZ8K2hYYYduBx+iS6tAIv+UO9t+KyU1xX4Z8Yzj8XzmEX4EHHYdP6rFwMuZ1GGmorZpZ9bYmeKeN72JB0mkll7MAyF3OuZ687yqSa9C33DdZXJUEQi/SKgpg6mtjb9yKw9GAu6SL3bHjCQOvEc+kN6FCfZLzufjeViQLyptB4h7HHCuQ2H0GXzugjKniCUp+ndxmWjR4UlX2A3yH2GYXTp05bvckQTq3BA9hvJsdZxF5bRUic95NArx+ty7IO5z/RKKBVpBljOWS7WFrecKoGFnHso71bOTLmtNXfZ0/U1ArS23Uy122uyAX6c3lkzyYfzGDqo9fGFvV72LKaKpyIFqRfRduJJLM5EH1RSt5/dR1Rn6U1ZmxY4joVl+kQHuCQr7KdymHRH83MC3Iqm54q6EnH0YzsBfdPIJLDowJeOiFuUmw3NZ/u0LB/IOaljpJdRSiO+kizoxp8B4DoDs2acpfv56UobfJbHF1swXDa5RNi806emtmVDIpM4+8+uYQ22X/HIbUuN3bCeUaFaR8v1O15ooJuq8744bDj2HOJcS/DZVD8wmAjnrAygDPi9bT8LNO+E4vx55cdOD1sVWK2D2MnfxjwaCgvrv7korM7t/NpVPngvorlXP9M1qVFFaL+Vn5mb4jho7ndlTGDkUmU7aUvIb3UUZiP1morrfhTksPy6DFSHDiQvSsS2PTb7jHhT9cjTzdUPDMxkVqFVa+eI7dk/P6PXSTC252ZG+Zm7z9pW0vTbWixJgwtglcEnJXuf/dFwI/bxoM4ofg6NqBsGzNX3TEe3Aa7R8XFyfTyUJBeHUM0S5d40/Ra2MnFQNTHaZeBOuv9gO9XisnhzCVeOy8AtksT/1cV0+n6yWxkDkF+FwqlT9d1gv5ZHoYteoP3Ny9Tq7dDAesa5b0FSlAV3igdlk8ZDIeBwubTf1d/bzGtyc0YZe8EouDCg9wSwSLbB+xzzFiDE68tpEsSMQn+/WGAL43L+W7qaiy3JwPGsVatmO5sepSE7cre+8rTrgzz5E2SuM8V5d0Uz8krtwt0dUV/atvKM8B/HNwGKluwS+ponGlpmrmsju52Zpj/M1VB6Twje1DF5RS5m3+8bWbvZ0l1+K5RTeM6z+HaB0LJ2FPjjSHq4OVFm4cKJKXP6RIUj8fPnmTZr6dVMSVfOcan1Q+V6ip9Ti05jv7Zed6nE6x0PWiMcZFzJ22AEcIgIwL5kprNV6xK18D15MY6j8LxqqskCh5FPVGPTp0PycGHAo06UPT7rkzNLOYO0wnu7lSBYU/9+1svwrtR4p+u+qK+lUNcA95dmB5vPtr1BskyWTRam7ec/9L6zS5q8s44abs60pt+5nMMDPQ+zyJt1r68MC1zT2RyEdRuPDNoGbDglAdX4cEf6BJISp21vgY0Un+LHIh3EiMgq4jgNA9+IzasIazNxTSDj3O5NqHwdFTsPmw2V9VfstuC319xDj9zVgYlokgMnCN0Kr5BU4xmrAXuD7EZD3Fd6rIigl6d9K3hZJ7GTCuvntzkuUnuzuiSb2mln5poW7bANsD4taPo1dfrA/7Re7ZfBy8QV0P2xCtZ/PWKvwdrqiGZdzyFcP4jFEiMU/eJk6jWjx3VVCewkS/QPOVzKQ26TQidxQdW7pnPZyxP/Xdnxr6UVPOfCnMDKTBsbGh9Z3Jnud/LOl2y0BYpGeMdQH2odQ0iexX9Z3uADmXwBEeGwIrNqJTpRXll0Trw/zaUpHFcT7vQBLSjBJxMFIAZ8phCg1Yd+JV45zGEa3S9FrzJZaN0Rt8hgHjXsie6O/r1uCIZyvFANijhzHwqa+XQcKsIrOiw0I+Watgj1lNcy1QmVhDNn8tk4IekNy3hKUDl5uTsbBtJecpPL6Cde/S3TkNXMU9B+ek0WllAFTybS+3nTCbgQpwFKC2WP+aVL54JlxZa8bZwYGg7xIG5lBTcA3OCZclLKSJBI9jFXRV2vxw0YyyzQ504hzlP5pWfm++eS0PF+fe7W0MQRScHUudf5ARrvbBL4Xzp6aenJiFvLYTyDwtmuhkr9/vwHc5RzW0NBsDsLmjG3o6PUYDNjJp5K00STVpIffCaY4BSPP9lMWqI6Gt0KrLxvdGDz8Y23mZVgsZN9pl75noXtEVSOhnwWgrLYeEXrATFJlGZ+tP459SboThqd2VFnyN5HMMqJosD2S9gnVBxFtv04kvcvyHH34m2x99cndD7vZMfo3+KctvoT7b8G7y5cIyT6UXUtK+jNMSiJb9a045BQ+pKX4mVKUN6PAcOYgyUWCyPbdfKklFCQm5LK2yLQj+yswco/29GR07upQL11VBTR1RipWLjJDkFzFODbgttDJMtkpx25dfYU8EdKsTc2Xx17tF0tjFXdb9X1pDvcUV6xVP3q/7WJMjzEe5GDbnfo5NfmfY/elHlzKeYUR8uf8Xy7BHHbmvQ3123gFh8iKyPiFdICWsbwjCLjcOAvhp3+/mcnNqiqcB24ukZhJ1FiqkwxYHMou+qZxSu5TOKVVIxAPRYlWlZDH85+rpDfEdiNQwkGJ1ZphAT00MPMDWFXky8+5+vMLfUVhu+1i7pVa73uVMX2s+u4s46Pj3DHQw72rQtF8jS7RAFH3MikQeufn7O3j53KuTgKry2Rl9w8W8Uac92qy0ZCvjreFaWv2gN0czy7M8QOhQ6JtwZ0jrV9yGHuoTh0jhFz+IKsUH9FU2843q9UZTCS1BVnThyNoMvLU/gu0U84XtXOB2rsHPeq5nfUOD7sGw4AOuloIygjPT6tQY2X9cXhybctgl2Y6uL3eZ5kY2/PY+M6g57/HMntWCMmWhtxaAATfeHAQTosrHJxERRbspMPau29ckzmb7MumoKhDHt30C0qDyYR6FN7JmcqJPLz5HNXWjZed0VQavExHr0w774KsWz4YMYBrhbVs7JKMwn/kI/Vbb9+rI+XWvU0dt7zIB3JMbYzGY+jPhs1DVa1ShsUzaTUX/sEpfFSOyJeZyFmjLBlb26nUyYxKlnfEZiAhOfHQGwW/n3GTVltkkE5i5HH/UVbYvjWgFzhEKln+miFMphkl/8oGx1d1B3m2iR9MSFUqC/Hi/okNN6oYfC3auLxuziUFdHn4weIlwG4uIATVF3b5wXT6ev3JrTw9Bf4QWS1ohU6dKNMtoPdAQblX/tTict6WIw+s9kDbSWwrTwIPH+gaYpc7Cvp/5ZE4o5hWkpaT778SXjlWaey5o7dLdRS2pKuLDeDnhDhgLfgjzDqz0ch3IAUi+RZ4+KXonsq50oG2BiYQFCdhIlsUyBaSSh38/Zy6XSC4cIdbu1Cb+FGjWGQFQGguAVrGM0mypRmTp0STdDWuxbpl+AdEwrYOksnXXqbf1AVNTBDRQBIbZhM/safSiFRO0h1ggdvsCy2YjFAZzAi4Rqeeo2cz1LORtlTtpNyByKO9rQY+p1LkEd8S15co8+cdh2ty/QYULGNzRwWxw8oXVR8B2pL83iuE7I+8kbaXWtL5q0e+WrPe/yAtq1uq6+xJ0sBqXpwrF7VvZFYdFNTLLnypvM9cjFIcTPoqAtOrFGF20Ilks5DqvRmbVYsEgZtdtuSvWhWe8VTk/vv3UO+qyppLNBc8ZVUg1ddyCqdYpqB9KJNsNiOB1sKAYjHQ+MBqr22ehfDlnPSKgkx8QGcFzPWown1AZremvyc3eioXdir9m3HXDET5Z/WXuj2vkc/4U80O1uiPsj5xkSn4lQ6Vc+HumHGT5XEMLoHHD//dSgGo8tyPZZElNX3XYp03p36Fdxh0EaNYemSvDtX30/o6tjZMYWbHdlFU4IQuJvnQeG9cQJuPuvzMq/1Cz+UuU05u5bb3fzC2Pshy40YSS/g3rLX0w/1/IhP8/r6jj8mSiP3pOWATM6CsJDfOZkMlUXa1z55glBUSDfd36E2+iC5X8KGi0601ehVcNpoDFQazPPvV/7b7d3oBF+qS2RVc4IXQhq+OwKzZWc5QDLWfT3P3eR3rRtzoN8ThyLlhHvDwF2qogt7uawcrFvmEfGXiqX8+CL89Ysj7TfdIkHtQhCy5Ad0fZ/UiTkbnTVb4nsysIIy9htYdNmkiku9CuPKsfrxduzI+YPOUY09hbmzTZxXi47Q6/sFWp++7ALn06T0kl+tbJJ8dbYU4ut/VVlHNnUaTUk/jYpFh4zyW+otbgWYhhlstsVitoDlihsOcBTO80GQ7FrX9isOGcnbDZ8kF8oKMhfeqTeh863AyVfAHeC4DwSOr9w9D2ZChfsE6FeqN6AwY3wlFNv9W8q27T6Cv7HvwrddlT61Z4NDSn+igp5+rkmst/umGoRWYWHOvdN85BvnlpAw3MC3ji88XNRTsQ2FXrGBBzJhK7FvzE1gtfR+zTe+jJglTxWhglWaHujDZFsPBUu85iw6cmMvy+4m1qWUfYRp0+cTY5KRgYFBGDDrbSm615VFLbU3RaCpWxjJuEjUgn1AqNXAjUZlPK8SVMrErdCnDzusXHAzMArvxB+Gm3MAfpWGb/VCeobsTeDUHf9YU7gOkhDGOX5QmtVRe2h19/rEu1/LGaI/I1XzuBP88MtU5Qps5lqFhfLlk+MHGnr/XwCvEVDuTDE2BWFsSwEbNAodwHse91SOLeBklAj/dxNoyvRbDV3DKP0fI9psQ3lXohPHKGrqUlXzaLoIQsvE7fr9aTMJGhlR26J/gNdUjSNikJU5+LndBn5zxjN4VzynjFXBYfSR7uhO4E8+N2zy1Tc1JDAzIfsiqgmg4DQaObW+r7Qz+etYTA9QvrBmKGeWMsHoxCXcmWxYDDtWaVhSOZdRvnh27jPzqEOHlTnY6SDxssJC0+V/LzJwMrtlJCklZ5gRB8vFysrsc8/ZNIsqyWut+gpRB7+Ckt2EGrnPDGp7KMRAsjP+VpxfFjVuRip+gYAn90HsVMtCbV4FUv5R2ZpzyHsSt58etOxH/X4IiqW8xj1thigAqwXN3RlmxzrAsSsSbe/x7q9L2XZl2S1L8Pd2k0AkMRFuDYwR2fit6y0qKrmVWN2zR6r30QOnm9zbvPj6uBpHZNg1d/+1C8UkEO8u5NcJHI8ZOw51529pw7pK3BABKYLNJ2dM/9c8vAxxw/In09y9LW9zjvr0kLAKUDTA79W1lbkSzUpsOdXJQDsKffsTEiBVSHnCCFh3CfJeuYMdA55YhUVyxKJ795F13srdP1gVjzMgWxy81lLrv3YpnXiBVnO0T8771T8eia8uRd8ONAbLO7xu+qDu3U7Q/oxOsDo8BmyAuJnRn/JSN/w+cqiFcaXwph1PM+Fsg3Puqsd09VhJFVi86CCO64y2b2EwHnJl+ys0rbhIYcJ+ARthIno+Ro/2Mp9VjCOywp7XvT56Yej9PK1Tf15vgedip6DEh1tAaaSw09ilk+3rXxeWLTIu5mSennXpTEDPq+YXRikWh6NRoclGoH8eW0ULKMDnl+rqimt05ZV0K+58VDd3gLD9LGPzbEFOYpvkRy2RsFhy2+rS1kXJ0M7HYwbAC1jtVPVGpM4aZaNQD05pibW3qsWGxU3Uvby8ZbiKIupCsaTJfWUHrYQa0JfbLdcNIqiNyxNzDtzJd2hBFugjAwf1dlQoITXDJ+6PdSznaBwH8oAPNL0rox9BYOLh2B2OKOp4/BCQuih0RCnN2cD4bw9ectaDXIhV2Q2qgq6hRta97brviK8Y1LDzon26N3Y3aD2//cF2qHipQFubDFZrbUwc87W0+FGun+vyhF3hFJeeBAOovG6e4nLflTCjX1RXqy7NVm6y32VQxxV3GSOyFXa1B6FqsYa8INSmYWvP456wOlhiLWSqwq7xAUm77hxqna3u0k+TtRByIyGfotzkUjStJvhjOw4jVjISspnClkCZEnD+z+deEP5HT1p1bGNGL/ze/GaChzbr5XHbjzilGHnE2HLjp3JnhqH1McLhjQrJOZ95M4yv4Q3wrT/Q/9UL3ECbtG7zaFImgrxWScewO1iXdwyUpLHImyI9ugMzOvABMPhPWSfnQECwoGojdSwvMNmtYnOIgsHzzfMnCLJwjVxOnIpdZgFfMouhlc84D5VyJEXEWBd3vlJgyu+4u/yl+96k0nWj/lgy1i7uf8A/fEknQIylAyi7Ge12G+kjTqcXzK2aCrcSO9tNanVNNOr4+4jRwoWkamKygWyU4DaoJiVirB8hyiYyvgF53rrKxVpcwEvV97SBri0rul6SwVDoYG0ppKquB9rZzkJpcOz1ryYEA/3FtsYaPjpj65L4QsodiSD3spOp5KZ+psXsm9DFiWGjM2kazV5R1MVFtGbrJbS5HhAjg5mkyKPVoJ3tX31Ylf4fkENB3exdB3ld/OD18PFzOdsFrQ6SUib2slOVs+48F7aZLaWaQtnMkFtuLQ2LAEU5mShB1hDz3lptsalvZzzgxOOVZo9R+Y16n1N03TEjgszyLiXVpNvCcJESk4rPm7IDnY8TAG/XpClaGWwQybPfpxPp0ZPygNDuPDG6l1R+3nQk0w41GpgP15JtWdDkrnhBkdpqt/BRwLdrsyPpDe+z+u7091a5P81EGEVvfRamSNWdO4i5LevhBSEj9bi/IkoTtyr+vmUutEcZloXJGMQBUukYUA8OajOgvHvu1IX7WM/HmoDEtKQlqLDB4dd4RAjph78blhcnC/khpoulQk5o0Zon79mtEPYpYc32ixCA45n26UYw/2h2cFG584CaRTBraAe+O4mXok6WwjKO5eir35dJoJVnGkak2MTCa0z38X5K8IhRqOwzeLiWhGi7DDw3nedQ/qiS6blyyEvwIpKWiPRgabL2TrYZNRHnEu7+XEE0LA8yWr34P/YuMMvtsSszhh12HCsa537moaq2cmf5YNeDhA7bKSPvhBgwFN+/4xIbMIfqQOltTR09dRCmA8EftcL7bECQwSX1XApLLMDUAG747+/ipvPaf17UMyrdjVBgg5xyRLFn6GW4E1u3HTwj3G4hJNeIJ5ldNM5xqjwVYfcl0zk7dRHDcJWPvZDMKagnV2DVi3DzceDAgBgCa+WYBTfFjbhEIAtW0Nj7D/GjU9yNtvHVXqre/HG1H1ZXSKLHIBHjF5skaTSQJ/W5dMlc5mGsWCx/C/TChc6eMlNoE6uU2Ma6jtqe+Das7jxPTAThTIyMmVEW9vwDtnh2h71qwt+lSbsRliI9EgZBn0uTr1UChdqRGJubRUvL8K2uWF/lh7Y+qir1724quxR6pqxPlMJxkhNXeVXfHUy58NcQ2HaRNUs9fW1RRIxpZic2/Fy2vQV6snoz3IHb+2Igfp2YnKryBCF+li79CvkRL6STTB07wj1Y1+cqETublOUkIvKnfliHZxNLkfrdUJ1YKPuFFjsuLY+rZJ+c2kDPbVM9BXN7AbhNHPFFko0zSmTE1bBlI2peyfINySSnH6YcEwNwN01Z+CHX2wiRQeqQExoHRpJSCHQxKNR8Jy3os+9PMt4qr1C3Oeib2lmQHYuZFSjMHn6rRdoHmMDImDOXv4c8MIv/hz8V/gWvFtUaE1rOjJXZrGblzgH6gWE9Wt2HaFdFqhlzafY2E4Wa9HU7W2fDDg9k2ES/5UnzIef8Tw5i8fjNX0llmTV23STU62LswzAAvrAWkRCGjYXdNym52ghMWp+iWpfPexwzFFKZuPSPhbtruBvjS2rR/dwQURPrexFMMA+BmibZMZlmBJaiJH15EAL6kot7RreincryLrh3qvmT3FXlT7r4ynhJwMv74rdJwXaEkbrRV1BVRFN/Y1dxiKirDkkchxJTzD09CMSkFkjz6A00S1+u+E4PCqpKV9ClefMzTfSmvDBaE7TJYDFT8DJsNjNuPFVo4qSbVSg2SniElJkSWS+rVw7IOjV+iIRotwdhXof6YBALJM9NzJ/bnxhoCoFStz8eTN1JErNBSd5NspSbPuNxs6pOSBmFj3ngmxfJql07cXZ9pQU4WyFPVVxwRlo/2zdGTWLyCyMRrMXNiAwobyEuDj5huJvwCr1IDsLcDEKNFT8qjiZ9XR1in/UQtL4dEnBuLz0eX49HHpNNPkN6BKWockiEkvuPR9d4xP5QqJucbQUqLbHJ+f9qnTuGh9FCMhRsloTDWMlh849m+F53bmE98R0UOoRTRazAmpfmUtwBGMsmvKpJC16vAx9mfp4obl8goqR2f/W8e+XPfewA/XgjA4GwoRUR1tTgli/NYlekKGTQmeMGOPGZTZMTE/LQsEdW13AF8ZSsiByjrOy0lalJWoZo8N9frRPTZUF5CmuD9Q8UiNwzUHhmYfT1oKI/Tp53rEjgIKS+7NN2fzSukl4J/StCzuIcAGybYM4pBqchTEhVUqXzBIESCUDW8M69YgqpP/x3IhwIebjcBUz74rq/dqBbUQgksi87nIDQA+B4KoQFPLFVO3/n3h/J8fZd1SDV01+VZZOpXCx/nTVYUcQvRdgsBGvX/HorHpPZpZsXx7qJcvvBmBFI/oHcUjls/2vbZfmxvScy6HUSS7XQ6O+0SoIFvjdMpEvejF1g55M5JmASThQOMwzqqBnij5i31s+Z09x6S4weU3/sL37cNr4oxQG88sLZuCvpQU6kNmB+J5VBRENU7KWoMl/yWkIM6TIdAjabn8usguAOwdxGDZ3Mn81ifJOTXxF/24s6ZtRGJP+C0Wbdqn4uK8BFj1VtMDxIxs3sLqxaF/qUQbXU6aoIT4vVfrLZ077pIAwbf8d7av4mN1gGFOEJuDqb5cK7E0s8PhIoEjFanO7tb6xZA4G7A/mirXLsloqtZbZM7LZuEDxZA/ZRdihdTs4i/sFYs8MkzTPMr1Bgsa4LaPC1wsKvu53djXRepTplxKT29gZmYaqvUiDW7q/oP5qq+DGG4acFtNY/5WkMwVAHTVr+m9RQDsDzhn8/9DgqNB8DQflk7r5gXxqrBC+LwGG9GUsNSdyDXTPKkHe7A0eRt9fS1lgO2EI1n8UAJnb8MDwr6yAf+KN4Pz1uiDSpVcEj5j7K9YZ96Uc9iXHFHRWOYaYPDOa8ldb6S37h3HN2N9nxqFr7DWM42Gw6If93tJz4HNNiauLX+JnegNgB137heqUWmRfNIb6pRmJB8KD/S92fClXEEahm1G9f2g0mnpeyDJl5LCdtEgRyEveC8IyB/gkuSOVDcoqbXbOOzs7sOQvSPku+3UwQb8IC4eo4HML8bede2Ue3x3DhagvJ4SJSyi4XlnoLVykmZ1gb6X6dovOaXQrXlFdrmSfsI4Wp07al8KE4z2AXjK/B1tuWubGjq6e1UgL389813OFa6tGHrbkgULhuOWmCDvTNuRdGzAMnk+Iu+hQzNdiXyjK4XJSXmiHqXDRksCRe0YiAT0rBaG/VUqtmAHF1RHXv7+73DP7eKffb3vTkbZ+RC8gQm2T7rQTdS11ck8tmanLYFWJuUOHVuZSLdZZ7TxO2hDo5G1qmmdVUKUmWxG5pAp6g1nqDocvCcOcje016GdO8bG9o7OHRAWOpWyOWffM3rw1WjpNHx5dmhfiV8wVKspWA87HgN08pAyajIjLyZeyD3HM3gUHA1eZUtfB+dGJzJ/AukgGi8k36itj9O9BMUx6fZXSTnsF4NGkxSnrZWPX+yIV7TTtWxd+CRR4RBAdJwOq4OWIShu2xobuJf0TEDGIO6rM10+0RCjwoTMtHN8Vq5TfqxqMxjNQMzXMqNBDZno3fy24AsL8jvvB4K8ik49DnXWbhQgb8b/ZPBxP7q1l+KcPOPxYSkHtUgB/1fIDflGDUkIMU8EUBiPdvuNGCFw3tZL7mwGjiIJAZ8CTKKnrrEucuhIVLFZPXOTPI3nzRTooEvD1ZQLC9IOVUadtYULYe4PG5iYUvMp3u7jRki26IeDMj9XiK7PaIIcuK0gjN4l5kFkk7KyhtMMOZWZGZOxaaNTmGQp7/ZuHCyE52yMXxvtGBH+hNGysa68+apmUN0PGEc6j0ouC/CaMZ+uveT3ZW3e7c/czOPzQC8+k/g5bI70XltfRZOO3vC3pQr2gYtoHkK4qcIrVSblChP31o2ytfqwqXDEI39o8q3UcU74d5VXflesaRe4es5X8bwaqjP8+iLApKaq9sVeI5mUfRz+CeG6MOJbA20KZnpiWFkw+Wy0WwwbC4JeZAC403ORm0dK4KkqgOUvydQGoqv5bnJq7D6vbadGuKGWZIC7MB7UVyIgXgBz1Hxed4RHBNpvzuIhZpPqWAWRPu7DWIkMdm/kzSMkXdPZGeESr5sMydwXbxowBIUcD7O4Z/wHGGXrsVOhG+OvrUhD2Xz6la+6dsjtrwBWRVDjIvIVnhcTKExourbwziznU9cs8lE+EalTQZ7cM/rryTBofSpcYqImDPAe2A8phywCaiAZrH/k+B8ljSf+PRPq7U4XuyGFTfd2Qbvm8fA2SRvpuvbNZqeuYcgxSb2xahr+crppNYfP0Q1y6jE80QGoy2OxvEVZ8s0HFJn9C0P72jFsdRM34JT2ocDNh4/JKwjdlPXTZ0jAE7cxCsEU41ije9UyMOs88J5TPPZbNWKARV/PlNHsRkFj8BHJyqbJS1zZEFvnR9YrVudSTcsN1dmoLX67VSEixxA9RTZL6Q+LaINbEjKFU81f2huFTUbEZfzr/r+YDVI6MywXYuA0P/eHuLoOasMTpHovqLUNbcvkkNBj2CvgplbmRzdHJlYW0KZW5kb2JqCjIzIDAgb2JqCjw8IC9CYXNlRm9udCAvQ01TUzEyIC9GaXJzdENoYXIgMCAvRm9udERlc2NyaXB0b3IgMjQgMCBSIC9MYXN0Q2hhciAxMjcKL1N1YnR5cGUgL1R5cGUxIC9UeXBlIC9Gb250IC9XaWR0aHMgMjIgMCBSID4+CmVuZG9iagoyNiAwIG9iagpbIDgyNiAyOTUgODI2IDUzMSA4MjYgNTMxIDgyNiA4MjYgODI2IDgyNiA4MjYgODI2IDgyNiAxMDYyIDUzMSA1MzEgODI2IDgyNgo4MjYgODI2IDgyNiA4MjYgODI2IDgyNiA4MjYgODI2IDgyNiA4MjYgMTA2MiAxMDYyIDgyNiA4MjYgMTA2MiAxMDYyIDUzMSA1MzEKMTA2MiAxMDYyIDEwNjIgODI2IDEwNjIgMTA2MiA2NDkgNjQ5IDEwNjIgMTA2MiAxMDYyIDgyNiAyODggMTA2MiA3MDggNzA4Cjk0NCA5NDQgMCAwIDU5MCA1OTAgNzA4IDUzMSA3NjcgNzY3IDgyNiA4MjYgNjQ5IDg0OSA2OTQgNTYyIDgyMSA1NjAgNzU4IDYzMAo5MDQgNTg1IDcyMCA4MDcgNzMwIDEyNjQgODY5IDg0MSA3NDMgODY3IDkwNiA2NDMgNTg2IDY2MiA2NTYgMTA1NCA3NTYgNzA1Cjc2MyA3MDggNzA4IDcwOCA3MDggNzA4IDY0OSA2NDkgNDcyIDQ3MiA0NzIgNDcyIDUzMSA1MzEgNDEzIDQxMyAyOTUgNTMxIDUzMQo2NDkgNTMxIDI5NSA4ODUgNzk1IDg4NSA0NDMgNzA4IDcwOCA4MjYgODI2IDQ3MiA0NzIgNDcyIDY0OSA4MjYgODI2IDgyNiA4MjYKXQplbmRvYmoKMjggMCBvYmoKPDwgL0FzY2VudCA3NzkgL0NhcEhlaWdodCAxMDAwIC9EZXNjZW50IC05NTUgL0ZsYWdzIDY4Ci9Gb250QkJveCBbIC0zMCAtOTU1IDExODUgNzc5IF0gL0ZvbnRGYW1pbHkgKENNU1k4KSAvRm9udEZpbGUgMjkgMCBSCi9Gb250TmFtZSAvQ01TWTggL0l0YWxpY0FuZ2xlIC0xNC4wNCAvU3RlbVYgNTAgL1R5cGUgL0ZvbnREZXNjcmlwdG9yCi9YSGVpZ2h0IDUwMCA+PgplbmRvYmoKMjkgMCBvYmoKPDwgL0ZpbHRlciAvRmxhdGVEZWNvZGUgL0xlbmd0aCAyOTM5NSAvTGVuZ3RoMSA0OTY1IC9MZW5ndGgyIDI3MDk2Ci9MZW5ndGgzIDAgPj4Kc3RyZWFtCnicjLgFWJXZ9wYqiHR3cwABaQ7d3d0hCBzgAIfuDmmQ7u4GkQZpJEVESkq6G6RBBe9hZn6Dzsz/3vv4PMJ61977W++3V7wfNJSqGsxiZvYmYGl7OxdmIAsbP0BCSUOPF8DGxsHCxsaOTEOjCXGxAf8FI9Nog52cIfZ2/L8skHACg1ygmCTIBbpOyd4OIO9qAwByAIDc/EAefjY2ADsbG9//Fto78QMkQW4QM4ASC0De3g7sjEwjYe/g6QSxsHSBPuZ/vwKemdIDgHx8PEx/bAeI2YKdIKYgO4ASyMUSbAt9oinIBqBhbwoBu3j+dgTgmaCli4sDPyuru7s7C8jWmcXeyUKYngngDnGxBKiDncFObmAzwD1jgDLIFvwnNRZkGoCmJcT5T1zD3tzFHeQEBkABG4gp2M4ZusPVzgzsBIA+HaAhpwhQcQDb/blY8c8FTIC/Xg4AyAL8+7i/dt8fBLH7YzPI1NTe1gFk5wmxswCYQ2zAABVpRRYXDxcmAMjO7H4hyMbZHrof5AaC2IBMoAv+iBwEkBZTA4CgDP+i52zqBHFwcWZxhtjcU2S9Pwb6mqXszCTsbW3Bdi7OyMj3AUpCnMCm0Bfvyfrn3Vrb2bvbef9lmEPszMzvWZi5OrBq2UEcXcFykn8tgULID5gF2AXAxcbHzc3JBwA7AsAeppas98drejqA/3AC72EoBV9vB3sHgDmUBdgXYg6G/kD2dga5gQEuTq5gX+9fHb9byEAgwAxi6gIwAVtA7JAfTofCYPM/bej1O0E8APps0OwDAtju//392wtogpnZ29l4Piz/44L/ovo3KC5u7wHwZuZgAzDzcXEBgEBeLgAPDx/A9/f9fzP/H+s/UFUQ5K+o2B5OlLMztwfw/Rk89K39RQDA6vZXRjz7q1zoAb89AsCqbA9NZDDg2UPeG7BxsZlC/wP+/87+P7b8V87fn/L/lfb/ikja1cbmD/+zPxb82w+yhdh4/rUCmsiuLtCiULKHlobdv9bqgP8sZSWwGcTV9l9uORcQtDzE7CygKc4M5GRh4/zLAXGWhniAzVQhLqaWfybSXw6t+xK0gdiBVe2dIfdNB7qPje2fTmjhmVpDO4sz9Ob+8IGhdfX73UrZmdqb3RcgOxc3AOTkBPJEht4nEGpyAbyhP6FVAfb4I8cBrCx29i7QTQAoVV+Aub0T8v0NswFYbSF2rs736B8AEMDqAL0kezNovUNfCfRV/8/DDl3qauMCcYA+/H8YB4AV5AxdBnG2ht6m5d84J4DVDALtjuC/Ea57BGRrb2f220Ju6ONsXJ1/j4Hnr6DuPX+DvABWU4iTqQ34N5Tvf+g/WLD9jf8zZGhx/uX6R4RA9r8d9i4PKMf/UNP73P7FAeVoD22eJtBEA/8CQ4n+E4KSBDu6QtxAzp62Di73pfLg4/mfzwZsZ/pLMFC6TmBzG7CHs6uJ86+H8T04oBf1q4sdStoGmi7Q86BV9TcK5WtxP7Kgl/m7A8rXAdpSwWbgf26Bcja3t7Gxd/+nA8rZGQItHJDTAwYlDHJwcLL3+Mfa+6t1sr+P8XcG7DwPjn8y4P2Tga2r6UOKsPP9TeA3HNr3/o7/AQT+HfoDBiUKrQ17dxuw+cOzODj+Qv/sV3/DnH/B0N//xrj+wsyg4+QB5f4LNbH/JaE5eP5C7eydoD0OWh0PLt6/XM72rv908f39Yn9/i5xs/3u0ic1v4XMCHxy/M+Bkf/D8QoKT4wH+jQcn54PjNyqcXL9ScQf/Ei8n969Ufnf9db3QPdDG9isV3nsHxPYhyaGziBViBx3dEJeH+oT2OlYwtG6h7ecBg5KFhgF+yDouKEnoBAX90XT/BjkeQIid2wMOZWgHtvhD3jnbgJwfKELbJKstyMHZxf4BglJztYPcj7xfgue6r1MPCLTX2blAfsXvM9be4n6O2f3SNbigzMDQWvf8Nbu5oczUzZ1Api6uD0S4odTk/gVC2dmAXO5nqov9wxVyc/zRnKFNBzqhXX8tQu77O4S2xl8aK5SZ2IMFJSX+YEHJSDxYUAqSDxY0cqmHTgwNWfrBgsYq82BBg5R9sKCxyT1Y0HjkHyxoLAoPFjQWxQcLGovSgwWNRfnBgsai8jAAoLGoPljQWNQeLGgs6g8WNBaNBwsai+aDBY1F68GCxqL9YEFj0XmwoLHoPljQWPQexg40lucPFvCPlLF/qCk+9vvMdrnvbqYuvzk4/lr6x1x6gDn/TqN78fw3zPU3bP9w2XzQoKHZYufsAlXdvzUFPp5fPL93BT4oG3Mbe3un3zfw/YX+vvhejLCagiFQFWLx23ogG/Bvxz+3QCmbQPMY/I8NHH/B/1x+n7F2Fvcua7DLP/Zw/er750Yoe5NfUh/IxvMHAO1ev2C8v/Rmt19wvt973S+ue8lgAn3g7w0CeC8X3O+njyW0qZm5mv4Syb1gcAKZ/aFhH8B7vWD/77X3LQj6EQT6BeL6M0csnH7bz/1Xgjg7/gLy/J5Ov/mgVP+csM6Ov88O4L1W+N+M/ZfzXi38MzuB92LBDGRh8UunBd7rhD+x317xvUhwADmBoOH/0naA9xLB1MbV5BfkQfr9AkJpQkfgr3rqXhc4O4B+U2S8/zW5gfeNFLryV7l030b/IQHvm+j/IWWB953038rwjy76X3IWyM31L0ELvO+p/yVpgfft9d+iFnjfZ/8ta4HcfP8pbIE8bP+HtOXh+L+17X3f/W9xe9+D/0Pd3jfj/5a39435v/TtfYv+F8b3/6Jw7/v2f0tc4P+lce/b+f8hcoH3zf3fKhd43+X/U+befxX/HzoXeN/+/1PoAu9HwT+VLvB+IvyX1AXeD4f/1LpAPrb/U+wC78fGv9Qu8H50/JfcBd6Pjn/pXeD95Pin4AXycf1n3dwPjocK++1L0tTVyQlaJX98+UPlxf/sP/6uAwZ7gE2R56btTQWCreqC269rxEjcmTdH4JdXOyPi9PrDuVxoZ/K8LRURMmQmHMWNzaoIh1NVZ8tDx6d9SBiOrj95GLzLClhKkc11eSTVvy7+lTl/6ObsnQWY3Mye2GKUJzViHes4Xo0Mw1gfTp8uUWf6RwhPD8f2m62i207n7ed8+wBbQMklJmUKiUu0WE7nPmykHuXTVZcPegaYMdhO+mmumnJao7ewkZCYK/H2KKIbz3X9mPQPi4vvswb6UzlOCxR6q7mrQnGIcL3kKXOGE8bmLqki1cp96DUdHv14XzSL4rzdNOwqi07m/nMgOS0ofkHyzWHUkEz9zGpaiwk6Fe88/zMiQtbHuHKRUcutsgm2pZQJKFQU9QI9xMHa1ZgRuI9VyTDM8L76wRH/XEW6FN1UeVcItpDBOr5RdqVVL3r/xWSkFjf7bTqTvMKMF/wOeWI/JOrJIuyVPII2Ih1vRyPb44YgV4aNtEXHV3uxIo0lzWsTb2LZ4sBnU9o3hfItqOFB/Jr0hkiBgCxpKzaSQh6GyiPArMnAgrX9a1zT98NlVW524w1DM9iMBw1blRe6s5XqAb06tG3RcJDA7sU3BF0/EpOwDZWDu+uCUn2B0ihFUZqqWRK3ZbAuNfu776Yq/RtOcm74ajHI7LFe6GJEeYmYEkjTPCc3ZRL7vutPbnbptD45VpnuSo7QDrkj0xxyMUJ5NkyBJproBYIg1qoypFMmUWwja693cPLWSXS/ItLSqGcl1EbU3aVErBv2qTLagDNYs7buaEpOn+rs6WCuzrrYxTZhiaPJjLAFBnyw7jO4JQto3n8bu6XScrFJFNj2ycVw/qegCxf2hCAeeYOybHkHafo8CWrAKk4CqES8Cia37Xu59KMvCzCU9jBIjodhTfAtu4WNH7910Ll/c6sdydiiXqzGy0PETSa8KbCs01e0P3TTpX6Fa3+hyEtY2QHLJyJ+6m2YrSoW2jYWyOXa58z0uCDKvumdevXzHjzGvg9DdtVk0wrfdQ97YwnWyC3priqYflyV3eYQ23ChRnV+tChrGpXU16Vs/LxdCHDHOzbTfrl7tJSMpzvDQVVFXFbfJ9ydohjdp6KR3C3NkvNdBYZEcJ2KltSKp6fTMnubZSTVilBms5nMX9ihD+ZwkA+sFfAFRmJov18QTYIXtaTrhVOC/082SWo4piWMt5rQvA/k84hnensJl5/5rLvoM6gsucLpiVa4D+YTMutHXxUlbp0USc33gG4SnvneWlz0sfV07HlnFEvBUfbXci4cJjY78hzgZ4kvENy9Xne6ktpopwzRj5SodfWtOL/P4AgkRa75vJ4fKCf0bRKjUcTHW5pg+XaM+baAwneQVCR2nSSHOSOnwNM0FMZuuDqV+FBiXcCZNJvoXPYJC7r2XcgRz/m746Y7LrYxYTQsaenRL5Rv46qvdD4GaPJU8vr5h8VR55yCVahMXytxK31jejYe1zlYT0qWGEy52TLoy/FE07CJ847JiOaI9Ri8spqMWHE33jlpgoiEOa6o7d5nbjd++T1AAq0MQGm7zn83RO/D6atfkk4pndHpqLyfWfOSE0I2ZW+otH7KiPhZVvdRUdmChTbI+NwLB9ZfJA/gpdSZ5xzUJffRz9jZlhOp0Ti6r+d56soy7FbJ+BVvCN3o9WyGTxqOefoUcm6S42dGMnup47T9DRyddcxdedISg1GdTyepleZNVzqmjjlKYp6nnkGMKwhvkBVVnT9/VDHERs+kXT9BQ8Ddlp2OEBIy0DVf7tifg62tP149PTRprfXc7mhGKLwhritNsFIRxELpGttTVgXAIBOjY1LgU1zSEQaL3cIBYrYK4ZzJTyo56Nq2L+yIkUQjF4vNsFBzGoI81u/0LwZtG/F3ioYNJIbeH/n56fThLFU0HH/Y1Dk0B9vtvSL9gL/fWRWzj7xgTc1+SGeUEe2PrypD82G7mI+7MWR+fNHwVRyLO65AhfUW/avQWcpVcyI31CBtXyIJv7P1911N8+ZYL3yfCXvua3f0w5F+t+FATyL04UjNQkZbqtf4fIHxBr0pTC6IYzsweErcglVgJUCIJ5NXYYcfq6x7OlNpXpOigCnGxKa1BVDlkP58v9K2Ep2BBYhYw06hQBqi5kRfbdJDo2MEyzMcTTPob6CWAMORRARfGtmd76Orniloes2fuFh+oI/Jpop7Hpkg+NXD9L1VdQmPKvFb+cZFxyx0fTYnEwRERjhzkIJ8VV+JSERFoFdO1EuQPqyhAf71qx+nIm4jZIvI9qGp31HwGAmfUcVXpyFMX5pSD6vPcrxgEn9eTAk6Zqoj++qNxT9ymkRBpmPELtrvo2Ljdzq7SOHcVjZ2lMsaHa2bRF2aN2yETVhMEo6zrC9l1a6Lezi4eKkkGibIU10YGIf4vMJkf8eM8lx8FdP+h3EHD7ed2mlEiWt1udU02oXFl+XMQruyNdHhKT4Nko2oMx8ePprFcjdKeCFiBDrRj9NldUupPy/FN/CNnTwosXa12yuEJfkXg7oWc4P08H0KsCkGjgOfspHNfv7pmGhIFygtJr//cxvsYsYut8rD/EFMRcX54CLORZI+nyZTyOjWT5/4ozUDWHV3wlBphz+OtaJoVqhSEZ7l5/aoQO7Upp627CfVcNROwtKDUy7ybe/mnO9Ggphz2c8LUDMXVaMXlFAMNNbdDFN1lMIDBCNb7qgNSm7AX9anV87K2ZrWN2I7a/JtEb63OE50YW5Nc2Zd+JWfxAfEaBv5u37wxJkAL5qbzrH4UUvMcs2M6LWwFAS8KTMgTyRWVNCX9cqguLAhUZSUo2svCwqQrW1+cRidKk3xBXsxZQgtn/y00U2tiFyPw+TiG05KZqeOU8mOXjbbuO9iVv80V4QhrhZgmufDa2qVupaRnRTm8ew0gSM5nrSDwKeiJ261RrPnimupgmXXIS3LPrbinPQyjznXrZPXfqLXn3xTG9TpmDFSYA1brVKzxHc7OC/wZMofWcdkucO6a8dTTky7Oyg232I1QanJPOXzni/NS3MGyJmATbWJCLwXaA2/OoY8YXc240RRtvP1xWMQcEE2ERM7HsezVtddOgigs0szpaFUKhnCfT8byJMOp6SOndUe4V1Rldw3fyWTsL1IYlMzhBSiGi9UmM/0bjIhIQ7p5EX36IfplSRfS65K8fkP6Iouh7UvBr1dSMt52ryDuIW9kOIrdJhw+LBrrdnv1ndUjT8A+ROv8uW0SzcQ4FDvBreVu6XWOVC+WOhsgfq8XlP+aA+zMoRIWcMOa5ofcFvxOqy0zDKUvMi7RmQWvAlpwUfza1lUFAq5Y1SO5kf2UVDStkgvJC9g4RtPMo59ksTfwcnjNFn3dMIcs3WDFNvM29gcvBh8yqqwQNcFqOt4m4I6pO9tQaOx3uQcCmjswOOm+6TJhj85Df+l9Gc+UxVPJWIYqi+ETmOwpCx7zvVji+7W40e120ypqcHIT90ufFLe4fNdnffAGi66Gwd2uWGzWHDm/pguHI3sHuoc+2xIlchr4tP2phsSX5VUyVkQsy+7TmiDH0m+pvahEJAsHm3CjB5f/j4AN4pc/qXNYseTBRuCDYWrXAlrb3LvAzlPYgSql5+If74q5o16GzTI7KuFdAzulp18ZsUZmDM1sUJDCR+uIpuK0fnkqOmJIr7MvB+y1DxSTQkh2bNuWbzrI1ojkMxOhDqNqyjgFF9XvOcpfdCjV5P+DRJYgPezJFwIuwRvUdCF6YSoF25Wh595X35HAK+h5WJUWF/VGqbSCbyd/Px5hV7c+G1wYwEag7G1ra2cYCmL9oefZ7ObECpYytXFXA8YpamEPHgw/qRh80Uj4VCJJJxzuOIpDH+dVt5KQXyvgmW7wF2mEcat7bzLHRoV5h0GMZJ9j/UNR2wjZeAHnmNu3T4cPZg/GxBuyMvOl0SBAmy8R8HM7tLhRFNNRJ0r34SFbHnoAZperwZKTd9gvCNxjPkcYgGDnxnGMRatv+cEQoAIqarx5wEUxJLn3np8/YjW+Fh2zxEUFFOFxJiRK7mdvyVyvto3a1db9TQPQ7Ccm6Cl0FEmKNQ97HTChxO1asWVs34t2BCpxXpewjQLHYsXW5A7dqBdCL0yB8HZfn8JraZNo2PlevBpe+wqMTvZ5MX6rhiFP6lxr+pLcy7qGjqrSiQ66i5A/AjtN9z1Mnxw4gafONZzc7j2m+/FT6aYJ0t2DFPP6xleHSkityQzxoO3HEubalW5cpXWS79HYXrD7SPLri5nnPGqAZWkzMSM94i/6aXf2PQ19jAXwQY+XdbjyDfbs4skkhVG48GqbZb+6dTPaEjnk8TuUekNTtSKzb1NbfMguCzC4nguBuRgq4lmq9YB4ZmZNp2dgmHfm91qxue0ocB+3ICtcHSQPXDlf7yAyuj5xr8hg0aWQwenyW9dixWxxJ6q1+wDM+Gb90LdjTgomY/7Ap3m9uZ8s2hPVojlTOpJK+08Z6Xzpc5ewK2DIsfuJldEqazrBIpqsN4Zqe385NTlxcRFNzyIO82aLBgK27BaAj76mBiQOBRr6zHRjM/tpbsYR1hlU7Bt7Z9G3y0AecfGfYlUOR5qpIDzjaK+6hj42Bqy3NB7QSZPUXyyxqZqMp+v7lyXpE9POMq96ZOcJ+w8YSHMNubfVH2NMUlzjUacjOqDjSYbuGjaWF/XjCz4gcSH7DuSjiRMqGLRrItDWjUYKU5P4BpzFB+IELTXbcuL6tWdawSRA8qm4LgV/MD2fZFhavnis4aC9xjTonnCYi1r+8W1bEI2fAkx0wfLXHhXbGv8er43/ne8ottIj2EaFBlz25YajZ5/QpmYiY60ngoKD/h6WceqdSSraoADq/RGq0OYG2t9SmNqXihTmK8L3jHTKINrL5+wYjfwavfQCmv2ZfmEtVhFhW1swIQLQpGS7Cgh6ImIpeQ7oN4l1Xd3zuuIsU7Oqp9DYbXl3lGeeyUKDO+jhbCbKtZOy50iTCjb890jPZ5PaU1dy86LH2cTdICJYpFh7TzG2mc6OOp0HNqzC7GagK36sdjPn2M9PRlslEnBd+i1ibKO1R+sWz2cnRB9BEu1cLrJlumMLaB4Gk5UBjuB6WkYhN48m9vvVa0t8kU/Ya92XJD3bv2Fv2bKOazPzKNbdkR0GjjiR3Kk16/b/ZX4c4fx0CjeNiclW2/fRpIupUt26z1bUDebAtGdPREc2PFkyceLF+dI+6Ip7Df0fnNBpaqwGpXLgwebE/0NbiWuFeU3u3lHNbmZrdWZOM8ypTOXUt1PFwsbrEU+R5oBJ11CyVaFR21OfcuqkuS1Mt3YHmg0FCcq7LHlTx1fq+OTS92OZ8lr/ww1AFDoM29QsbhJiHGQIi2Jcdu2hvt96WHddd+NDmELQ5lKwm6IlBmyYUbTfBdN/xavp09OiMiCqtqyyM2QyEyI8qdrQmfjqoUlrXUvW6xo6S6rnPOK5UjhOHy1nJ/l2G1+xLZ/dzg2aY8M7aisxFUFSQC1GK4U1pX77VhMwzQcFuV8LrbRbXV/Dyk60WO/JfCdDTYWKrUXOlqCDac3Ui5ncjn447Nr0Y3bSLpxm0P7V1IKaapL8N4GQllOQhnPrXuFSPCpvbhWCndDIiQWOazq0dVb4WZdIg5jeBusAxi9y4YN5m4LPDmyj1wCa+5YMDkiAnyEEsLtqU3nSDvKlsDD6cCacCnMUNRO84RO0SpYChfQM3MXFK7D6ciaD8bPv+GZfBPsmE33VYWsA6QbQ+d63pAOm4skN4SWqeiJfFXAJ/KNVqurWSSL81QakYmSewVgpHwfcZMfOiYeEpTz3LD5hmtJgH+pUJYVQMpw7n715BZnSfK6MkOm7XxxX0UwgeRKfuenx3x7tgYM3k3GZ3lhGHMwPyVX1O5VqpvUm/1+1+/ofYQ5mSKJ7Q7EZPrH2HZnF7a9i+7LEVpXBgghxYDpYvL51ij6+JoC4rUnK3Zdo28RmTKOmJ4OaZ/l7og1vksmGL2W+TneUxgV+OlnUdzSh8GIvlR5JC6qvM3HsLXc6h7Ab9KffE5xRy/7wSifkS4UwTfi49XgyIQhWenyQTly3q/kbzDithv6dgykbYoYEeWjn75h+laxLXkDMcpmwC6peO/ua8VCNE7lY3OWJpM8toHbJa/MLGpqSIuyg75oVsZk6DJGNBq6k0O2ezD24XROFmegrdfIL4/cC8uI0W//EEsAlp7dug4Gluj969fkobnZFB+fqwWn14VO5ppUi28D4rQnaB3SUr+9mnZsAPH4caCOpzxrvLZ6gZEInn290i8xoS0R2HXzja9uwKQl9AoTyLxLyXpg9tb70h/OvkDOudnlgqMLbHD9qAbdE37E6sfa024TiE2CfebnqPEGO1+GFpZN4GBDdRRoqF/GE1jiBNOTjrIYvfXYj/VFXvFPLHudo3m9ZKKm7Nsfa65l3QjFQvTzjTHi34/K1Q3J0cJNiUVWMGkQzy3wf476bhFLf7Fipcer+eCis4VBZdNsTxzsqC7Fqp/C/YJH9OVe0zd5mvP4t+Z6ncvo+IA2D2S6W344RAXL/GRJRrW4rHdOyupEdufmTilMlpAt2t3G+G52yjf69CWVNWoGYbWcnZzdUxNTX8dxbjviQOZ17zk8ZQ5vjx+v73uLbmRxmI/UFNiXLi5tJHBkCBqFylSHGZQKvmTH5OfmocIAYiYTgkS++s1qPdMtifWt3onRTPfZZ2f51JW6xyEpRjYB0YVrQGBZjZBAMaL0ByCjUFO8mlUgZNfnKnnluoTiEO+mkoqmKzg1ttEz0pZGsFDi9f51Ufeyy3xdp6aOZPNjgBzPj33ZTzqcV7NAl1AkePdbziQb8u0ZMq420YKLjhuQnAe6a1Kms2hdixQGHxYezsBTjIoKonMODj69UlTCHUR/D1PYpmmecGutfcI46Lf5jiWJFrXTMx/B0Jlcu6I2NIovS0mFAgzr+Lrcm20i8XVLY+uhb9mUkkIYZpiy+b8w8B3mnjtgwSgUJwt1oW5C8HIPYrEaWOa7ULxjnpnysZXiItbIyDjfcdRH6QkDcj35qb96wHAzLV+rUGDAk+MX32Z8ZPb64X/wZUkgVbICMPnjaYPokv2YE5WSvZBlKodPQFLLxzabqlajtkqOcP+FcvHPVlY3HU5oP5G9Xo/DwJ+8fj6Gs8PdXBN8dubchHHycqTChYNBB9T0iVX0tTIGD6y10cnzfbMcbAqZ1Jn245RbSSnb4D2z1q/nu8U6EDtQQHrye0VDGfWyb6YMbHtcPdmvRahKfeydwse9616zjRtdrQ5v91AplK3ccUaEc7F6NYiv5X2E6eGKVwn2JUsPwqT+RDGbc/eev3QdB4cUlchJstYmiarMtvwCM0YtBF2/WN0pM3LEaGzr1kZZHFsnHEcuyNThhVD3BOOrzES9T2W0qyMJmXvNmgvL2Xs3YJb1Dc7loLfhejGfnOdikr4fLYxO7ngnrRbpfqaUeI5ulJ+YtkPWymueBliiyJ6jRZh5e6tCqqy/uYsoQvWsfDn4raKk9m6XXvIMEryy1seq91ZlXZzJ0q46LL28RI3A/Kc8/NoDd75xvmB3TBWb8U1rvRMuBMbuph5WJmFPgQRAid6GDMFXSu0OpFxGrmCGU9oneG/pspKV+AbCOYniydoy4JQeuZzZubeKb1c3YOGOgqnsz3vlyy1p9DZ64MNJdPfMkBPFqYtsCAmKvjI8Zv+cJtw8rZlg99piPUsHbbAfobVeS59WjXF4zN3FjKkNJn+Eyso+8fgkW3vQs51SZspBON5tUoZPO2DC2LthJb+0QHL8eaKxcsRL/hxtlsef59GkWLYgyFHNtY+oNA3u2EOqD982AlQO8L5cu/aQTzXBB54vpi96TlItr1UtkdEFwmzgOefS+OQMk+HerrvMkxpzhJiWhUE/CE8NN7Ca7jheDkbPjI7lT55RMk6qpcWPrws5cG2i+7EoMWF2PdVfTRtHd5VJSzLmeLSuW185Ej+6R5/G2VX3o3FoLMo8KKHXGml3IjJ3QIQ+4k1pBexPaX9mvs9GZzfPNudLgrD6wVGsOGQjNMMUTw5KmW3fMAlafCopiTdwi29m+CzeIS8YUkgR+1bdjXrDePMKuzeWf3e8Kj4evqgRhdq//ZCJG96d7Ltr+f4jopGjqOnyMvNUWx+KzY7XIeZlQUSsCh/EbkYQlM5T80qjTEJds7ZBYXs4qu9VkBfpptBqbZyuJkQn991kbDDAvp+CmY9fCPumvnhpJ4rF4WP86p0Vo58AKas/TKU10bI+MKTsFBtTYL4wLnhOAJ8KrRlnIr0uBieGuTHkQ74/QVtCd/uzzNgCpTqltBOZWL8AH5gqfOFkeqzwQNp3MiQlNjGNiLMHSPGkHRkgYEHpS0Biv3nk6pS6ncSWYOl8daWdpiLb2RvZ1Lcf9Qw/MulpmlFMI9CsxjDu9/08ysFhXrtNpwcHHYTOGqKfPjK5OMuYRFF+JX2Ggjb/7hBk/VM/mqvmcYEmZUTJ6CzavvNSJhPvW+J2NLgz7Ox1kk8dkGbyd2jjnZ7XoXwqwzkg2wVYfTqm5yHhvfB0UTayL5Bti4CFPK2JJDAQyo9gTMWeCF9BR5Mqh8DV5wnqLSfDhUMyp6Z6HFXz8AF8eOdf5ikDez47M40JI30yBNXnG0aowCe66SbyVSiL0HthMBH38AYmu6aFMceNmq13icVfUzmdxc2Rj848vxNpJVR+5/WuXJn3azfDIQH8CqfLY9jIpwHBcVfpUgtfvpmIHgn7fQzV5Qz/SFsona09mr5bnwxBCg4Z0P4oHYocqKcZaL9Wp9xLsJO8mZ3L4hnqG+BBebQCp97ypfCT9dNkLmTG9PVQJ6GsllYGhTqPUamGLNa3uAMKH1dmhF8cGwvtjHsHKM+vWQjPe6LFlA7spTqwDNgq1JRFqte/OcAldGMupkIupQO6MMYLw4ZWYNL1pdNPHypKzUuOL4xBZJDz9gkvSp5sfNRow6FjKx3Z0mcSjJ+ZZn90HKa68ckPDnA3KMsmtDS5jA5spUp+1yUphjBFHrST5QoUi/v4Zqji/Ce/zalDAE3HSfKpK//cVrwLeRxDSzNfNXxxQWH1VU7GgspB9iFIJ+gjkMD2vTG1otvsDs06fAgD7oWTwAFAidXnMDRGkgeFzaentaqhenKad26Ltfr1LNs4wXWWhpN3pQwkh4K8EwOu7zg3A3u5PEVfZu8bauYiLoMFt1V6l9Y7BMDq5CuElz8+vQdGoqngAdJNP3+QUesnSzW+418CLXUf4bxA3zCoGGWcNkfUHJ/OsNc5cSTgrDkaOLhrP6y2CsgtX20Nn5+SO3y/Kfc6oJsh7XtA2QA/4VkzEot9f9riG9Z8p+09w0MRj0j2Y/WSApF+Fv6pSZNIrcxuFsYpdnjrCYkP8dttNXtWarRySmnyWQ7dwxAc8a5H46VJsU8KPORguaZpvaRksuvR8WNe8r31dEFZ5igDJb3F2pXIzO5lMA19V5oa66h06YjFYsFeHUtXCMO7ejn7k9w7rsDW2ftpq/vHOn5l1gzgjzZ0GpEPF9SnKVeO0YyklWuC0jLtYL1uYpVS28eUO37Hbxn7GnZrcaSYqN2koTlwyN0rTlmGDEIWztLp1stmEBCJ/Xaq3v5i9/siQksZJ33zra4mzA0tNzI3zyaNznibmL8m2rkOj2K+eibgCehNKF78qB0f8vF+dyylehDa67IPIljSHY8trY7V0yIb1TGCCeOLqgmXNElM5LmHLFOeBcO2LiXgzqBM3Xy7JPQsvBQk9AuizVrtZyAfucpf2DnUXtHrgpcFSSEfMDW+dRHZ4AsBfcChNNM4ytFKty79Ts9Z5JWrxVCcp7Q2mC2ekyDnOKLhkjAUaN6BGWtgNfWUr10/BWH6XCJjA81Qb+yKK2Aae0npBIN/kf9L49dwR2J/i50nqR435X3MidbobNZGK3l3cQ2ysmtsTRfOWxbo7MfLMvZCvMw7stpqWT3ya5+5bXdhwxuT420a8YD5hT9kOq82ujJGf0RV9lEjPNsn3lTdET8c+jH/KMGNwLqwwqhoVF4v1ZHUC76YFCA96EuwZdtkcjqlJMBt+CRuPPVEW+XlsnRKX4ybAk/ZY0igohdjC6Scdzd26dxLID9Ke1OULxGRdqFpIHxWzJ7TaHVGVGQltwBF0Mk1O7r5+adX+IxcgY2E1JhgTP6mlrmxpbbI8yO4Ab9AZuTPUh5GSD96iSn8Druihap1LiApcSzr4lIUAW+Wguz7XJ+GJPQ0iUX2aQZ2etNUOdnx71r6Nf/46OlKou12q80yu5o1W2GKGWCli2H2FI2hlUA69eXIiMKFE2q50w/uR+m1y1WGJnOdmroo1zm5M7752EjfShno/CG5qn4L3bcWLIJ6K4MQOvwr7pLpHUNgxlT+zfN0v5Xx4i8Od5yFXB3iyb2JLmAhwGC7uwqCea+bIC8v2cJX1rFtvwZdtPomC71isdeJPDxiQ8Stl94QnETzAL5My5IY/RQ5XJJOTBndWpkuC2TDHZ3aR+sV1YOET6O818e07EgYyUyrAtUNEV+dlrzqTKVwDeNl8mZLaeI0iUA7j8RRtuZ8DSf55IgEOeWooyjWQl51gQsLx33TVAq3ZFZp2r1Ac+HZRRW6iIN8O7z/t/eImheIukSYDuchE/qvCYldQmtLB986VbKa5SJ+YWPqhsHjNo9XIMPmzsssIXtfa4/s9vmtcK1zu1PCZ+fqw9OSHsETzKgcm2B7TTjKd3ua2JEI3x2ynq5V+Ax9YXcGLPKQkDVOyHB3OmjEncpunPAAxlcJxUXSXkq+P5BOSa2J+SQnhppuMcIMI8eCtublNj4TzOVROWvyYzWzY7JVJ9BitUBfJU+nuMJulGmjOyzFwmi5Ib09vTK+jeIMt2x/+4vh4AVSLnJiSJde23WTlCKyluir7ypNtsZqcnGPdUg1i2eyfAWYPJLz7kBsVnHu/ZA5srKF/cH9i7J8Fl9dNh4XJsugpuYI+PETi5kY7s+SHR/rmfW2soMXvm+9EOublsQLkth2y2dE+daHdR59dJlwcxxsYqXL1wI0ENs8JklAWg7qu+k9t6XuinoXKMJG8H2lwC7pLR8e+Tg9mfoGtYQyO2h4O0Br4jAFTpwSvvKlmz5LVZ181JruSOlPZnzxzSrIj+g9SPr329lncliKsc6UWHQdeVcUSkLS9KmUbe80PKubcPAix8hILMFfdpPQLP02FL4/yR8PdBff6yJSpElLmoQdTsoK/eH345PcEWFPeHcrG2JJApctq+aPKgem1Wia0onMJyyOc01Jqg0ppzMumGO7gTqhurHJvv5EgziwsvT2AlmKOt7+3Vz6NDa4kaVpeYuOZB+4ybuEPLkPvtB+x3K1qLUNy8k0DbD1vE5qfNqfpcYJdvq4O7VOafxp7dHr5mzj7gBXmscdZDqlI4cTe24aQDd60gvw9lGawtHZqM21dOodtWaFjQ2qGcMjBivfgRhIw9Ej3yNtYm9pYxLLOHe7x+63h/VBICc1JdLO0AgDlhEJaU02klPdVGVPDbRIkTh7OfBxcPJFtlTmAaSUoCn6JUgZxliGdGdEqQJNLss1vJXbV1f/uRpPw/p24URxmRR2WNq2TLSxo3vZ9FifGGKmwKDHj/wNtZYhAnRqptNLi7g1uaAnaP13VbpeTlwO0WTDeVPV3Rx56KmfSBFkxZVF6fTr1LRT4YxqOSMzeZnkodrKOW7ymmgXAdWxICaEyscBIyEyTZz/q8CN0iKwbS6Fw0L2YgDpBukNrlWIVYuVVzZmM0H+U5NY+Aoj+i7O9iesmIIwPQ0LdlEB1IEDlrGOLfJnn/1P9DnLCmZH6DM1Y5aVWpV+qse0JyvRrl9SwwInq/gT4AZaAiQc0pQjFxpE6880Mhy+TqWEIm7hFvOIUAC/Jr8JdKFf7tffJke1W6yWsumfRM0Tkr4tp13QVPAeVwzy9UL2sBpEZxNClrQLRJC0LPF9bf3suWLNkxwZj1rr5T0TkWd2d1z0+9fwXfzFelXtq88EVdqEG+9Ae2cEWeiIp11fkXRTiOaORrPPZhRGv3oYLIRH4M8weaITGOWzU/C387FI7fglp3+ly7XQWmOPUXPL5Z9bkM5mWQachTITrBzpdimjw6sJzskSzLr/8BvmXiecIcDNVoRBk9VksMChKL2RUf1qvcu4JLMiYTxVIGTMgZK1iH8XQb/Og7BiiYBCgQOj+w1/wvyVAHJg/NdE+NjK04z4A8On1vmeX0CGw3uvf7LfHUVuPx5bNODLJat0Nf4uzTCdvdoVrYEuhIDLicXsKJSCEsJ3WgMQ7Y4+6wWKLfO3Cb2bzFfj0BHmYU96ieVKqriRl5vyhvPJWc4TLHmV7mEuJNX+UjUbqHjuct55kY8An3MRoGf1Sfv5gjiz+RGgaq8xqhzOPpr9qwfGvE81LasUflgRadvKj6vpTJ6DwxR4o9YfxUmaU975vQz8qIKQuKXXQnv1aAkHUuQD/HDHkyzxXyZnjOwLETOvztzIV0gKORCaf2hu+b/K4Tl7Q5CwS1s4Omi1nmMYv6jxA5LZ0Xc6MVp4WjVGA0GiymfQ/giQ6iIeUEaAQYa11q4uFO4nIjXfUMo3V+zeMYenD8BW3u3ODjBcgTBLus40D8th+beJgxKzMHSdMoyK5AJvmA746atf4H0Yx0PTSRqt/JksexntfvEuMO6DlMSnBMnDnLyJltdocCNVfmvdKkz9EvG8O4GrKU/aalNXeGXgMjfiYjtnR2z9aZR8j5pwOEO/ylqp7Z/vcloyqZac8sxv765Q8HwHtg6cP8oEuK5/lo/btskwzwhmT4NbaY2gYmfwnj3tEpQpgAuRsa+TtDdjgq+5Ksff3s6tu6BckNgQNEE+ES6kesNdrFzjUGsXkPV4gmGHKf1Hq+ATxcBnr7xX3EiHz5O9r3mez1nAGVNPmA0iDQ7zgA9gNDBfjRcRIxkFnWpESNmKp6DqmfqEfRkUdb5psptDWZ0Lp7Vz2N2ydy9ktX2Bef2Zth6lXeQMiJTeQbFmw1JR/LMpxVm7MdOw2yHHK8xgHlg6l+DTfGT1iAzEBCohnEwvd5vbWxlUcYx7IVHwJVdzgjJ4jj7khwxxwpL3ZxScvdWG5IwexEULWFSYER1cfy2aQYpto1f9atEF37m+JLpk0NgljzS5B/fVwDuq6P6EPVVS6AieLBcqQqRqBQlr+zlya4bWDzWv1ckVPB57NHvgO1638okU5YUPdnb3qkliAP1FVTMOTtNdyXfcN+Jouh8/ZhhMfvlGGqauk/CSmdXeDz8DjZ6FnEdy6HHTFAZ7nkgGCN0m4tP2tunWPAsgaeF8zmD1VmZN7kVtibzICZ7lcTutA5LS6g0DLb/wEb0NqKG8TGjF/DaK6HBg/1zEEFxtsqZmANM3lro6L1DSMRdPSR/jYyD2GrGvsqF4vw57lPaLa0ou6wE24qNkzQnS5SK5uKQSx0gkLzZIP42SgPxCPoQ/UMZd4EZwtfLDkW/CS8eFm+qPntic9ToDEn6vY76w/hje3PbLqggr7roJRmEclb/W0+Mfs+vOQjaKxuR9+2rmyt0rjVhf925KHfa8ITmt9y5F77x2k4uFc/MnPk/194m1KP/uC0991DvBt+ru4xA/WtqQwfoyyUUFJbsKsY+vKcKsjj0kisKvxWnm3vdAhFKfqQmTrs64tmbyAtGFqWNmP73eQeiZhhj4E7TbnnCQiaaO7SWSvST87lihOTO16Uq6PPf6feV7XzcKoqocpgkkKqWpND/6wMPdcAxDYhPDVuOe7beXTrl6r3G046k4uWAvie9WpGLGIqymWC4xY2YOHj+uOxYIqq5Ueqzlb1CsaKhgUmYbm1DiIWarV3A3MZcgiY+ckJHjIxUrybPKFDGAnpnxI9mjwXNG+RNGgciqmRLjM0LfPFy947Z1eXoZz5dIbQ5Zk/BzA2xi6+WwjRFNdRdpSDpqSgb+oX5UAtkiRHmpwZ7Va21qeftIN81TBB5Id3DpcFGbUXW0z0HCkz4Cj5zilycXxmQd364iGcCZnXWaS2RFxDq3jivBXlSThLdp5bEr4uSuub3+lnyynpqRF94qv/8YN6NQIzud6Dvz5y1ik7SmrvPJ73XGqZ70qDMoxFU7M0NE1fjF0+IR/KtXTqvOfSZI+nzzvHtdON3WXxLQ+1Xokvi4W/Ai8dy6JvqMxgvhXcnaJCpjCOID/L+EhH0+dKtkTOuDd1lwvDsJO5610sfxHzPFmkqFTz2axK0y9dARIhuVfc5vQFR+aNjhdVnGiF1AdIFbFuyM+3T6R33+j9Stkm2zFkeONPqAyy4RkfeNvjH84gqEQ2YKmrK1T4bGqm+VhhvcryieLn06Mnc5LuhIkNdKv5blu5VzDOEjeOaz3PnRjKCM/GteZP63K5q0FfPnkXGuc/4ftkA7kICEZwMNpFwF2PAdwicQTkKq4/Mr6sMoJibpDP46FrqfclZpw/VIueZ253ii9TZWKjbPzurZcpKzpNuRmMSanHaBWwleBFOIMtjlm9wUb2TEH2trdb4Ovyaz6liSDjCmMEx7kmHonTeKIRy0XxpZt3yLwBidE9RR21E6yUngxt5Z7r0mb3vGL11QOH5926Y2ebuJQdX4jZqcymGCY/99rewapXhxfAIjzOftN/DmhbnEl0uFo3UVW/zSntjludnfTw7AnidK65dLFMu5n/ZOH/ufpRoDS0NQik+EFRno3p6q6e+kyJ1pnw/728kj2ZGlVwiTBI9o14d+tCEkK2WjUYvDGM7QjkNF0tTX1dN9rJSbLe54Xa74YXF3EzOCwtqwDI2GBN6DKXR+qbXradRE77YaDkOEqisA5RAlrz3IOjBG7ksvV0a5bDck1x1/5pCSnRmdoMt9FMcLh4D6/Y5f2Hp/D16Xp3C3p+jcU12/KdLMdH1xjGenR3cCu7OCBdMSSFuzxXmHOiAHLkSLo33WRdSFXumBBcV2Iojz3ELto+pl35Rrm671RhyYdtEaqaksxEDXg3Jd+MplHLUXuIa67/sNNOE/f2Pz5X2Xq2ciy6WLSfORoapMh2jI18jUakp25xNG8fNVy6w5Q0EGEUQbANYTRq7RvaNBkTQgq7A2rb8l5L1vbtQmVaghoQdTWo7L2PwGyRHHXGEnHQb1l7ffnBic0V32EkMSpVODRhXj5mol5Zb1OBXotBtvlqewGMwY98rEQoa7Bnt7+9S6Le/4V5Dtdx5zVKGhZ9bTJh9HbsyY865xKU00MZEeu+DK8ch9ueFVdAu/Ppj2I0srV72IZ1R9QQu31OP7TiBGfEOVAHWxP3hli+xb811UHErZW3G1tZ2K4JX6nppgjVQ5xZyim9CBmkbBTlcZjstMAUePGoNuVBeyjLvYxK1it5brRIUdX9ilkZ4VrC1lZnlwiRV8GN4JpJGleZd7MbYPfe8u7apy9fxdXQN7AjbJ0QfNRpKs3d0Qa1wZnzmnxb2NABKtY3kfmWVNqjtt9h8QdarzovyO6bWPTcHNmZSU8yTX/FMldFRtZps9NjCIjycJc44KEC/pybwEmB4XpPgN7rgGiHmnOd8xdHYGspemxOQEttuUYJ/+JHlexBZG0PC6sELgWHXYGqSTNUURKUx1yTKYMuuGN8YkziD9TnMn+0VH9aPyzjs3rfSS1ZesL8d4mcw+V8E/akVGqwlY7ft8ipT16EnS4gruV4uXJ05jyUXZqSkFzBItdY8OL6X3XGtovgAIaeikMtiyJH4SerjvNQl/6szjCOBrbRVofo1QSNlgL6MDNjkudmhS4E4QntMl1Hhn0G8mmagb0W/OchK3q7pq6c9sSvnuUzXy2wy0qOP+Ry2TUVRBRPw5d823DYi6oeT2IsnoSnKrF7bq0Z0u1RwW4hQO+QeLYKCe58k8+Vhk2rLrY+8xqakT4p+aot8M1zpfkBanVAw0CPUj04S4jz0ChFGuueMEsCHLW7JR81o0dp47OHtvICbRCXRsERMh+ybIt2JL37yQPi1mOBUnZX/V910EsNprgMWnPnHbrr3LuqRRYG8Yq6e97EpjgofPYKQlbdPVBYMl5zhXx7llyKE37cje4eg2u3DoFRaGRZqFrM5T/KoPprz99bhoB2dI783YVCyCbpVP4RppvX6tG0oWaMX8AvyEPIdyAa7eQ+3Z6I6uXmIXKp2Oifx2+5rQY1fv8GVELDPTdK6n4zxvbURNfmZaeJeqCUkO5yltqbjOjBJsecLSZ3foDhp+y8aHiVsZzyypXa/0onFm5s3p7LOVxcmIhQMOytZaXCFQoFuv6H1WAet1vYN4Yj/qlPJPRT6E7POQvEz5LvtYKyc3sq21DHVnyuUV6jtajXWdE06kIRaMQq2Owye9CQY/oq8G+qvD0CBXXNe8jgCzSU0PliaGCTTvRLccQ5VHrCKAY9wi1RSXgZxk40VgtGvZ+6TerLzEWnTbOqeStKebrIVHGk21P4TBnZclcR56hFezDIH8JiraJnqPI7/XxT0PXRt4h4rP66ICrl7nvQ4TIqKJSjCVor1bEhqoE3nR7t7zDTfFwb3VSS64G+50lcLvoJY7tHHbtv3SZGAfxnZJymrKzNzDuKLlun+v/dmWSoTCzXWJMWULw2taHZPN3m/dSpZlHVGcdGSbCnunOyLgnX3309qSQ2/PxlMViicvmzJYkAM8Km5eZXpdfUNvBvdcG8EqtcJMp8+kccNrTHyYyqPVt6G6WQ71zVNUGCarZrGaL3IeQK3lK+f7No4fBlYfnls0ZfBAsRmqE/ZeaCisWmw0wZLwy4ePjlIKG9nEFabWuqND2Jk0zH/DFO5rlBl2JNWyA1NS9A3UWq+Sk+5WNq6KSNkQzTpSO2HnEuWL8lEBmMb37jt+JIbnVzNlXL9nFuFvCtlPVfw3Nj9+k9VUF2plJGgVmwJEDemq/LTl7R9XlTKmxRh9urPKcc7uk8RXJZRdUh0D46HJOI4gQFNaNdPmXnOlw/7T90ZS49GdU99UveMHzarZ5+pbmS+sq6ZsTlEqv/U3Al5oGeW7ppdnlnCyQbiP2hyqPii9rFbh5Xr+1UJ9w62rlH5RIxCz0lFvQIm8S7t6QZu7iEvJ8mUOn10dvYQJPGscE4aBtuLTHLRblkavo0/S46cCH7bRxWkyfCjBHBHFhvhQfUtj0Gq2Q0Y76vC4JSq3VyWovyw82mDtpoXv1YQQ9gHKaWJvICuDCO1nKqSFHxUH6wNwnEV4LzOacs64JhMVI1TVRpaBfPxvyrvgdD99ybFlfPOMZ89/y6sSFZtpjs0zQvPL1OAzeJHgmRdOTmpvXTF6+7Ez9ixqU2PYaKoECv34+UdXj5nf9UJ4sDmSTId8Z3qRMZ35m+suG5Q7wPzv4i/vcCdZVs1JhnXSxiJXGs402oOuS3UwwhCV009iemAEwMfe1pNfUFheJQfwYmK/Q1X25wzKJa9Vpj04fJrCJrrqxQyhFR8w1ildiImKsEwIY6VexvLVD7PH1YJZ5gzQ7dOTwr15tWPi/vWYgTQAP2f9JwoeknmS5lBxt8EOyOfR63mYHtpZXX1tYjMi7VOPpJL+Oww7spuuyGc/rch6LS2zNDWFrQmVsRMv1q7j5+yuhdhaV64HYmn7r55f9N5l0ivOMzxvBqi2DiWfrRMsf7heHIrSHKg/RjttQw43oO57qnFuA7vxQzlCTr6fFuh/gp7IULIANKFx1wQXPDp2vxpDCNZbeL3LqZ860vFzT6pCXZAG/HR36+nlutLrYxfWw0tKeOGUY37qufeiJ0rJkuOqeEjU9jI0209t8mLbuhzV4zwcrb8UsCYKafk+UcX/bCzFlZRkum0BT/Je/zt6dV/wshGtxgDiUS+egd3MrkJKH45psZ6kocwP3xgmIoHnn7V+KAIx7p7SPDs1RB6J63siWH6y8pTrgqdJ0Ws0BwkNq+RqC/PNEvqVSfhOolb2/maOYa0GwBxch/U0SG+aFgwv/sRxflCUcgcW23DbJq4fdngi6rWoIeYu41W5+usYd4FB2s3rQlOvE6PY6MhdplbrQQmFuYRRbaBoCBJqMVtD6anEyOziVsTdt13Ss1BOr2wW2vFgwx4X93o04y8yhBkNOnPajJWyA3Jl6C/DVR+59d9OK2s43GIllyeKovLvqNRkJPi5b7vIkyYI1Dg4B24tPV6UMLG8+Xjgtq6jnSAtSTpPwzIC3JenwHMnVusMS+edqXpKsFJqAo+mXioM20AQHJpg8KUpaU92fHodk6ZQfS39/SWzZ8Io4qtMJ+LM6LELVyqBrO/S8f6n/aL9V91XoRiEz/sZHbZA3JsH7TjzjbkvMvhhduApJODykedws6QOiDDRfOEhOxkvyKBagXK51+QA3maUeuBRszvADyNI7mQfvlYrwUUoNiXAOpD8VZcMBtK3kzQ7Z1ClvC6sIk3vfmQD6c+So8YXsXyktSXcMGexHfh4wrN566MKzrnvXc+ndXnRriW1x5i62TplA0pNmrmo0GXQpUYOI+sNvjEM6JtIi3e7nVK5v5lSwdxN7gxdq7wSHrpytprx4mealVEjVPuerNnlLcWpq4dlwNc/pVyUu03jTH+0vr7cLCVLj9DO9FjjonEGNHI3FhU4sbGFLNGZZkCyl5QTi5TTnFz06ThoTbo0GrdNliqCkCxi1AULZS5l6VWeXYp0IE819ain6BpzqhP7qydP/ILUUyPycjDPjr7WdqibSAg+QpvURRcmJiKZReyESWlSYn+LiGpDWjp/0fIDx1ON2e5IRvsUwUbnLpKzLZbkUZiy6LrRcUVmWU2kuhqdCmBB9waJogrfTPnW5OiKwhLsTqjyyh8SKPCaBMUCsWUReDBhJyEhWki2KX+kQBLf0hiwUBetWLqNhN5Lcj6UBVQqcC45LCp6fl6YGj1GTbxqoBjOQHMX3uf0JIE6caQqoV48K5sYQx3VwjsWZ2e4c2wsZWcztlvBuIc7xk2A9zWpwgd5x+ztUnjxpK55ZOvjQq3IpqjjYWQeu8iqDXiBJLXAGg2LQ3mZA62ukA4p2lKZ+hidsCa0jPRUjcpTbE2hyTABjHFHB15ykw7U6+qplmgqnwKn1Kx+kGwI71b/cJH0z1deGHen1XO93PuX5MyIKozZX1ufhxjzDtjHCPXt86/MdGfnJBV/7lYd/ulxUgLChcu2aKVHfrIWhIcGg3eA5LmsBOtkcRb8buGSbv3KaFxBxrp7z+Smp8x1Xx33WrumyKm4t16eD8Bnn9FpTjzFYOqIHuh90F5q1zQXUrUwxiVuc4eC0qYgddnALV7+8mCOv0kA76Yr/gz9GnJJkc+YXsWiGLh+eUJ9uuNLWr0pJDdEs8GmXjqGnNAn9YaBwzpU9qWGMb35OX9vwjfiCm/qQXYm4/Y3X4kiFhaUJ/h9EkKqnnvrxNwQ5Ciij0hx+1WF+bWQcQ2gEgEF2k48vicQdYpl7KlLWJ4PnKgxKkXF7zp1OAVM3EqVuqMeom5svilvsEPFUf20LHaCFuhpEBKqGYsaVvCBo2d5F+ljWtKSmM7qKdc1qpQm8ic/3sCN7B0gfFYRnPJlcrjLS5edmP2G1Mi1t8Tp+eiqpZChcBnTp2fy+xVWCQy7DMeHQ9lm/S6yDJovFEw/uQlS5uWmvp3Xpsv8CLt8hRvhY2P9hgrHaIfp8PbVYPQwrQEOzonzpw2ikjwnGLryr+ujzHFO3zIV8wz2dFblYEED8cN5WXd8YWJnFpiNkqu2PLeEWo5quyzyk4WGStrxZvzPKhCfqAftbKkO4PtIUdTR2hYqV9QgZlnVeEvhwDyrYMswlVz6tneDixIa78h1Sf6umf/8s0Yu/DERUVaqC5fge3TRItPDeadWOVx23dtcSQti6xEXGHIgRxQeMU7ecx/Z6m0abWqMZ6Vtsg2v1ggMak/4KQ4s4PfT0pi7u/PXn4TMuXTxVveptb/q9Xs0iEgQbjuNwTmAYY97Tlhrlb9rnLQEGSZq1G0pSd4KBlZc+mXSBB0Wkfg7JxF8Q0LSRu0i1FSaIInd1Pu+X39mrmFgZ59WPDGe+RV8HVZkN7NZVbSaBHOkErM2WM8fqmJglaoxxbOXJ+tNnyd9834sCAXiweSrQHiMRVBTFMRfc0w3Zs1vKHjXmBr3/wSDL3zQT/jmvcQ8MdyW7JYCYR01ffwFEevI8MG/+GoK1gDCdRxvfYm/kVqJKzdpiupJNszX8bYtRcrT3j/8TVtQW7aBgChsL7FGNK+5ZrRJJzbQpH7reav9YjcZaTFq7x1/QlpP5bVDMeV9yiyt/DOCZd3aU4DaSILmkph6QFvmf0eAoSz7bKTZiOpbEPLy6F30eFkNZnd+AAk+c8bx9cwfEc/aDfBWZfPa1iPGv24h8YcMa6CbyMN6vWDulA9vHZW5cU584hPQAK/q1TBb6ept9s2iCxho3IsFouY+os00aNpW12B8AeYu9SGLS/fyj4cKqsIZrvvNmwTKjDlxWrdlJdBOCXsi20fGVDf7Lz9bnyHLxZ+iQkV7yiE2lRebH4M2KeobLutbVb4gaj80eEeUzN4MGmDUB5FtBA7fw9qb5+u/xBDvJY0ANy55G5OoBC1RgzDK/dWud66LCOQwKoYsg4hwg9dxOTwxfV96lH1uIp33MwpRSprvUY1h3Z/jYUmVsgCuxHeQnCqx4zMq9sqFONm7Gxy2r4I//YpajQYRDh+7twK7kfqz3dXLWxDy4YJV84RuzspTRq4aKKQz5Ya5F2ZAkgU9Pjkb3C0f0DioxDB2mYPGj66zQaqLASn+mR7vHLnKwu9EZM9FvgtGQQ0p3DHgfmIgy+OfuEkU/CLvxmWwDgBFV0XWA0WxXyKkEUOWSTMbKOo7jK8cXiQYCfni3PHGPNIvntazageVIzQgsidANvHvJXLEfAm9st7bECcAAOxWzIgsbL9UU78OfrBFCPbm7O8VkQfFs8gux/LRW480rV844jd+YdHyne/6vfmDR0ZUB2vXMBTsyGW+1n/n7+LpqEBmPY0vgypjuyQq9IqQUr93PH/N2ZRUHFyEzcXVR3WgO9H3uZWYGY1eD1ZTRFD85tBdwqnRiLYE9sARmjYhDH4qz75ktja2B2h5BbHjhsPJgK5Tl72w4G/cMYF/GOp2us6DRGhJOiPaBgHu2ghImbPFdIRlCEnKkC1RE0S5Y8IjMFKIPsXuMuYmom2A9ucza0WYufQWs4PNtL8f1fw1YcyE1O/OmOA3TecaEFIjcDNR/banEOOR35645QHPQH9e6FCzMArw0kUJ80VHBHfJz2dtoudbqZlVOCfJ9saID8P0c3RmPjBAT7+vIUGvsFdL5Jg8o+SXLi/XAygM80LK/qc5K59r0RbUnucHAuumkNpemOqbbsAQ7IQbzn/KT3odFONeiilby8UmKsqyhvW7E0JB1VwBbxUhs6Y1ulPgiHt6/9ZRrtQslA2jUy0b0+tI9GocpIOK2eHlJvq1pOzGCDZbaE3vM1vU+WYzOM7lReSt4kxVzU4+OBZikhZzDSM/q8K0u5iupCa1jlqJOWwGb66S5EjsTp+Ln8DqS+1jms2SQj6ECzOBHIye6MkfWtBCdNXY27xNAzQav1G13BY2b/xcPNBNxLc9BcvMZQXEX2d5jV2+eKW9MI2ytv6sWEMI04TIWgmE0Zc/qBCt1tfzRpH7pdLSD+jt/LwsQ2PlLt1t8lRTY2iEQ3flHTpgYTm6D4Uo6f2voZsA7DGA/OFokRnfbmJbP6frr2cMKVZZ1eTq5QkgadY0q3JN8bPu18BfnzlYiqiiSwJO41oZ0gw/JKXTK0+6pykHzjEB/7nn9WC37IKvLMpMMbnJ26hvEgEH0g25NPrKcCzfA1KRGBevo30A40dJkGuH4GL4ayKXm7X0M+Ig7PPpgFy8Z5xD42PGeC9+fqhulNpWzGp/BuQj37Vh/PvpbsRzfPg8yUhdE1IJOP2afzTa7JxtoXey/EPDlH0rPdx0ea/3VG++0dgCI00NGj9yMREw0UNV5/sJMw4+cxq2dr22gw43IdGN5PEr/y0/EBSY+p8XsEn2m4E+DYlB0xXfrBMiB4U9bNiifM4/2EfZUKU6fYseuKEpuFTurLgx4TPVjYbxQSzo/pf5IIfUnm0re8YnDRWONBArdQo5tszTRLIh+0K8qOhAU+SttX5IEffFXQ8UA87l1hVf66qRTHn6+cuCiU+F5X9en9zNk8/5GA5heA0dOay9n6+pRd/HNexicctpE6+elufoXwdcEEd2QQVXYM1pWUl9HNWchJo4NfasOAcgSijcLN1dn01PWQ71DPp/rSZBpzea3pyKWIQBrDenHM/X09XbHQS+DH2tb5UmlylEiJ0UkicREGhrI9vHsTbJjrAC300Vp6iVh8lwT4TygVrmvapeadwv8GtuhjzhzGWwlytKt2AJeEzZDbUP7o2nmlaxbXE+1oKcozaFvTKva24sFQIudei5Lsq8x5hPTIKNf/UNRZ8czoXtp+3+AJ26sFWT/+5CS0guzboeIAWc2EmBjcUKly04UwH0f7e2qiWlTqrkq/J+EqRhAe3YoJmNP5iyRqR1EGS0YpX7bRpp261tvgsMvk61bKiXuTc/I/jdLjA2M7ojw0a3EorpI8+lODDe6fdVOtD5YooUJrzHvLrBtKJwbnX1CSx59mPJdXxSZ81OjL0bHvBV2xUWNvO/Rv46ERoxfR4AtSCY6D+eOyM5Jx5Fnh/VTAMNfppyx2JtcjX9nAHBmGaQnA/Xpo+1CPgXgCOi7GJ2zI12MG+c+JlGlUJNy2aO6RVVoxohyoDEsBgVskprXr9C4Kj/xqRUBb90vQiwLlPB79RrWvgjSwI8KCqbD21u/xXLVD6IdFyunYtKQDQf3YpFmt4QYJ+n0JaE1HgAlkOXw3Qbiaxhc71az45rxhqwT2REp7GwMGUGZWMIPeDxTrKB4k4cssEUDssvx7KjwoBi5Qn22qWlMQqiwbrzUcSu4mXz8Kgb277rMSggRZAUMKSQtaHnkd1jpMxYpbZ59+HyTPjEVVlNmm9fiCD732VJuNionIyyQu0BiiwN51N5VQzIO7+jh/A7A7A++U8M7WlpoSdlcQcjeTbNHlAFX2Yl/DoJ4q3dF2MZcscIIm2r1UeVLWGZxh2GXuf5vfwObUTv59bzOAZKKGXheLTWEWv+77tyCK2rGXPCMckGo3PikqGt+h1zXSr39OnJYv8h0JqiroFbmHhF426JsG+6Q8q1OGYUebuZpNfSVQcUmR27SIg3/12Tv8h222n2hwrC/P8qxKztdyXY7frLGvOn3OeHFOaHor8sHlmWF9dJ6IDZJGpyp/Nav2Kwj//aFi/6fn1i69EHa/IhJ9p9TlGL3WkEhqT6VhVvrVWBCkB1eWJLyxDmPLR5yxL9aOpxaSwiVX0ty+vgMyaDEziPuyFRvSGrDKCOdcEsWFxieDj0AXFWW8IFwbl1USxIgtxTumDidD3gwZmINKhkoTjMqIPQ08lUUL66PLGnGa9Jf4wNce8/GuLHkR3nuUrcS8gfYT//nZhzUuHB0u5ZICx6rjCFLbaLmngh7mgymoq/3+18uckdZqL2cRBerL5FS1KG3zXwuoPchfRaBApK7+DJ8EI731cJZNW+KIlPkFZrVNBiccQiDzaaqtM2Rh+eSVEAGzQYoHDkg8YwQ+oA17EhzdZ2QqLJe0uY8UmAnG2ye3aSe8ivxmmW8ZzkOJhYIFvVC+Cp9sRVT358l5AImSgg5oUhWD++/Xz0XKSs9PTKV7SoAo1tu2k8eDGOB0vmHF1UyTtMoVgCXFrcd8imo0VKLKRSzIuFAr6x/Pshs6q1CI+olocAQzhwrRQWpM/FZ4kJEFkMwc9jmuiUOCeN6xvUQrP0yb15mpnU8A7uVvxQatYGrbKC6QmLuoifBtzgNwKA7Qkjc7RaKNBIXvJUyAnWefeMKsdvO/0m8d9OykAbEk995fMiVwOXkxFui6ltyJ0HHxe5xmLj9bk/NmzBBwa7tmFB5bNjNuSeygGRJa7AUrb3IN6tSb71fMo+ctOjv1iQoJKq3N02SLqGDTBWtXBQWQOK0fUnx+4/NRgTCI4oJdTeL0Ngg8VrPH7DpabvzUPtFsjshZq0swqZU2F8lD/Za/e4sOPrf7DT76rtVPGgycReUw+lg55rRW6SCMPv+f9MgMNue0SLfE4G4ufmAJUyUkhB5W6e/9B1sCOUmFkgiapPbcoOXAuiDamBH+oVrKDJ9N5oqfWchs+8xmaGOfisCI+VRACjL8WH7Fm7cxLTAv7toulTRkpOLc871uT5siJzubMfpZ8ASh5fIeIt/4xaycLHzhopKQ2oKv1DUZ8eJ5KDQM92h0MdscO/amWiXIytxavts1q8K18MzayfOvhpWZ6XTLb8PdJdvSnn8PbwWU0Ffq016dVH6TwN7o/s4pSN3wzE2uKIF5gPoXfekuwcAKEF0wlN7tCuLdu9d2CLOQY+rTnAk+KzwPMX3BsMaXCSRMPhT+oYHv1ZBmQAZciI+aaQQKjTwPEu/iS7a5q26BW4045x5DlpTW8JCjLVw+iAgBBit7i0MzLD8PWk7FBjYXZeAhCSWGXoK6ntf/LF/nYPTlykedP9jKyjF5Q8P5TlTtZB+yAB89GSdnn3VyUNm90EnVkNMPj/2kh1IK3NdJPgtnEyyrC3jowRrQl/4jCHm5uRuquWTvLCkKf9gedxgTuPTWjjkoEl2qMaSFL0AG6rh73UA42rS8mxEF3F20VoYo2krVYaS/IL0KoCXYBi/N9lhAM26yDjZdeubLtGd1+HgIMpvOtHYqumQKqKNtppj/SXbAql96vz7En3UEpFI74A2KqN3E6aLkgp16PaMTgGHgg37TenZiBIeMjMuYDw5dt1nHsFW3A93pfbX4yL3NFdYbBg8wjMqPVNmU7SOHWgJwb+2SDamtXJ99erY51TWV6Q4aFfZBmaryQmLYOguIhw4M5j7EzH01bIQ7g0n9Huk5a0CPRfxx3IZvOBzCebP8+TcvszoYhUatJYZXYuyyQRY6KH0ulKuFSm3EjBv3oOZQyqzTqpF6ARaiwTphm+q+TdLUDzaMxZx+wRLfRumSuHlQ/jctJsECBy9aXS9QicrWOKzPDlZx7IEvVHVyp7E8cD1ihmMZbu/b9oY64Z10H03gzwlZoAq6OoS/2ZavdvsJud9ObCuKf6Pl7i9ortvVe24xROK28e5CdqBX+H6RmZ49LAGDlgFN7U9ykfDQsq4omaEuol3TndCw0cEig8/B7ZuhsvSci0z/v4fhfIuHbRwS333I6ViX2Vsnhmw2YNd7rbZV3DV2lLhTzth2hhzh+7nXVJw2/KGoYZjV6Jlsm5452fBihhF4FDTZKwce/NTUEh0WtBSX+SpLvyhKLZ6hfzoaH3Il5quKsXTDz8Ic7XZOmOg4vrxD6mPruQKY0G7+6O69OcrXavwZKadUvfOMgMcBU0kedAIDjvawGcFFo+pVAZ2oxyS1Wgc0Ks0+9Sj+oq0a4GTU0oxuuI1pux0pTPJmXuoWWxowbt3ghErMtI7xXZl6WG0sqjKKdvhqyfgBzwLMgwOIHFJZuL3GYkJJ+lYvKC0UgAYi5XEwT81tv5tokRqLb8DlR6gs/BeINHSVuD72zeW9Nnr86+PBBkwiIWvz9D4nI99T3gmUYq1Ynoj9FHRepUTqHoKTSp6IHNGTiLhlK7J+OuXQMkDIl34T3OuNw2RG+ygBejslwN/HcRyNTqQq8RRDhNBu7F/7ixXXQ02lHCKQwniabdHzESa4ScXzUeDI3y4W3lsIKbDmeW+z0PjMzq4amcMSpwsK/6tEr/an5eLddbcL0fGFwYNoZxG2xGsPrPB8AJoQV7hb9Oyjh9gIO95ICfna7w1ZYUJVenm7wx6aAwHblfu/jf9z4vT2eQuBzRIXP32ICSmcDI0Vyjkwpf4xRKbN7Fw1uuxPsdVqd1iteQgkReVcT40YK/YLRKVPeEEyWgvkf+7tg6nDt/jkynklOxeDtTitPw67ya5/S0qKRAja5nksf0L78cD/epOb9tmPcFFnKeH3RDKdswWuID3ygumFhLJmfl3hGNSwz73dOJiSqi49h20rL20FRfJX73SBbbYYqpcPgyJx06cXMG5gMF07wx1S5MAmohy/NG0m0ie9maHGt/wEndHfy3huFWLT79YFt6H3lGIBJbm3w7WZ5NxQOPBS9rNIHH3UUui0gWZ4NpbMb+LFkk3HB36KBfvaymyEWvjCnPj3Ha9SE2ABFvLfwMpzve1VIvdh1hCZualof8VaLE1pdpNN4T5CsuxAatcczgihRY2J56hJFceCJdRfBWQFnf+f6fRvCNJsEecOvweJJjH8UoHZ3Fblt3rZCptfbgs7L6ttNN+RR7zZRMZI1deIb2gFfgRmMRYfXG7vKMNx5aVTtfxEKKgQ4kCQSB6+EkGFYYGoMq3vOistuCow8c++m2cmVYUWHdRhLTidRn/2s0XuGMQI3UZcyokpr6RlHaV+r1G6VycQWr6CEfpdwISNmad4ezvVZNvWtKUShoXmGSssPClqcU4AXqgMd3ZVK9ELkHRJtd+kqlnM77oAnbH+XtSQK7RrbqR4kUKYvAn28LiYdTpADKuwBFG4TiivpefCbcxjbn45URqodI+wACN/97IPuj1jUZKDrEqN7j9vzOA1p8ssaxS5NGUmg8LlPjwM3Qa2WV7WuJadozTyLyR6Le9pKSX+MTu/1GQcIRCQgGK4f/JiAmd7My64BLCtTdas8PH38DJ2TR765rws7yLV4s3KJcHzyPtG2b7XyPl7P/tZPJ9S3q8m9PglOzqgzO3s9kaXg0Gs5v/rk8Z8VnwQBzT03iUC0mYx96UJJzUk7LAuPfyHVJ14d1dU3hFXDTs/r+hUvY/ilW1eTbLuzhzXYw4O8Mspph3kMofdJUrEGdoCYujdCLUfqfTx7iSI11VoGirHpJ8WXkbl+/dhVlRfNa0+x88ySU8aZq4Pl+F6YMl5mnhhzuC+GfC1w93qi2j3yW28EpBedjsd8eQigq3OrtOOlfsOztqHuMJG+JoE5cA9itS3FuxYPfBfvVJ6x1+KCaXendmOUivrZvNfjmla0omzc/qqS0G3RT8vC0jIFDM5uBhNuMSr4AeotR4UlL6NyURiZu3WFWzEBtYOCSs2ZUXnpbQemMzfaT2rQ32JYStn0hO8YeD/Sf5CQEUBCTouIqaEhamttYz45qLEnjBD0p0Bw0zQV2irknUxgipl0w1GUYyY4ZYYcE9U3HrnPHzVdlJosU1RsDBkTZ+anh/0sevS8PUpvtFO4JA+ByJPl1Vzg5POuJ6M4PJeO1uuuavDUaFbRHLqC+LQyCEPz3xPrzG+DMC+UXAkG4DCLu69yn8ENFwDrfunMNzd8k4v5up4jP6x7pk5GoDpbIHPHIMgT7+4s1bcsshwuibDK5iV4l5WaD+fzzpbBKGAMFpOPNvhFEZeWdhr0t6gLzHzVE5N6/iXn0EmGMbn6lWcxOvtCvJ3JabNL2Lz7lX7P9bdmnL1Q53WqKu6J8bcvUAO20OdzRHB7Dt0UVmGTzcwGrpUM7Z25YIsq5OjDoFH0YOjI+egEqhPPx0vuEf5ppsrb8MR29ldm3Ta7YjQGpWcJhGoJIW3sKB2g/fyxL/LkwiAOGxklLIO+nb55cXasGScPXeUgnAInftQOcZsTAHKa7+z9MVGepdQc77vfk+L+HkVZzymNQj/zJaV50yEUx9vyST1P2U1jOVWKTYsoOF0zqo8+Q4ol2Nacw0qgjwWdlvuZahpy/hLOBRKcjhYpYq7z+kMBCajbf1xaSR/2Uev/MUvdLEzvnLp5Iq/C+LWeJKTAuklwG+YImfo4PYutlvg/8qfMiUQ4KeuPU4q6dSj5VZkzyGFHHgZT7ZuUsadIbAu+XlzlzRDebOcy0gJJm4aREi+cWEthh/BmAgCNZ8yGP7ilnk8Ql7MM5RPD2YR3CcV8WndsqYgIfbPHrGG61fcV8QdYX8G8l0eVMgHJgiXe+LHkQi+LTmxbaZRDYEyw4HuYHdnD7Bs/0HNec8qADuptUH5mVnqg1pQTgpchYxTomtmqUwDF+KxosZ1wgsPLNKBXGpAnRKG5NicrXaBHvUXD4lfR/s81pwpjnFwhiV0eJZjxOY7pZb+6hC6tWq2526KecLc1zFBCQiDIkCFtX27IuuhpU2/qcyAf7pXVghgvkKsRb3ciwlUXRZyLT38t9L6QX5y57A8Cns9OFXcDeF6hoQ0UMHuFHJnZ4RGHir/owNu7LLDnwGxk4y4VH16C2enLW+MoZQu2gvlcDQ2lXox8WoTHogEd+RafNzuJlnbOFJbyCjeYqx8UcDiWzGSMqO59R8GF2rV+VOyEDchBzkz1ur3PzuVRBDYwOVWbEFJh2R/82COPb6/ZGVjpcqngnDS++43qil7I4D3pRg2xgT1ReFEpaIpPZOoGhYPR3Tcbnccmx+V1Bgdxpu54VbZkTY2dobupwfOZii0WDs+qvSMmy0DflBLQm7i8KvpUlDawc2bVfp6qsXrt2ZO5QXssZFv9w2SSlXW3mMw5u+tO9D+PdKCVuDf68yn/gn59ZKE4m9r+figNrkV6ad+gLyqjNhvaF1GrnSZ2TT/JPQEaewxBhGvGXk/X2WiVNoVMCS117jPbsqVqsHxB+kOaat4dHJ96AkcZHEkQmJ6lzeWrek42P0OlvrvIU3G5jDgVse48cjCLHdq/VHNbTg2Kr45uicpHraWGEIN62w0nX/tvjCyz1st32buy8eIHt3wmQlT6BaPbpH6k/vWAvwt11/R5dqtpVvWz2uEZgOiPZht3mMnI5fkZI2z3AfjfyUdzn0dv2O/IruoFEQA51Ipx4Lmj3Ti5Ji061e1kYRvy137bDuGu7Br/2GKJqE/tDxHNWNyyGrDLZHMfYvWpWtMn5UJZ0LcGLGkan5YmA6o8Eqp2+UortCYTiUcUXVqMeF04z+8Jr/IKvLn1wlZ+ETNZ1y3nHiElrHLLoXP84wO1KiSyVKqW2W6XcZU6dWmkoP5RmUD9rtrCYGmo60AunX/Rgb8s0fRdLe1kT7727+mOKDSQjDd1Cu0j+sCyE613MG5yqQZLemeITgksLBwBl9pbSlnoP0YHf/Lqt/hr4Nab1vB9b6nQL62/GnIWD5kNfDKCs0xcYGsadg/gSX9KxW/5yVpvyRYfH+FGNYXHIqWcr31NWdGb1J6mqW8FqvXNEPrOtkY3ZSmY3T+/EIMvmMLKfcblTWdIOjAJjki4yvFsNY+bkxj02vjdshhgs9NGOKM8WxDSE64UAS/B0Bqhq2dEFGZsxJtkSjkJrF2cZ2Zq+M7IDrZm0EzKzK/mawh2rCCguWgO2/4LK0kVdfA3TuwqxTFK70Rg16drGeFv8pjJQxKxZoipXTUMCLpSnGlvFJFsaWiinLED79KAmRCsMG8/Y4acBRWIP2TCVrJoHlNWFAf00nqJZVc5qVmxk1C1bAuMJBnTMfbHigNy7ytuIvZ9lNJ4hgFbTdQGDhacQvHnziUniOmwBBi4DFCE2oSd+JZatGF6aLjcfDKvQycGm5L1SxYyo9Eo5ytfo4GFv8BNCbHeuPx/FjF8NORJPMXZNyRSpjVJl7dEfFJDd6WMW3lcrcM6U4pmpoZQBz16viDkuLl2AsVJI7rDQ2K/i5dNWu7t2Zx6SbyP2Y59UqLUl0lsIamuWNFbBbknrB7iEEBxzLW4PsapEyFJAWvKAX1glRDxqSN1zRcfHO5uqqu14e9UnBqh014Q2Yp+q91zgAkBhHkK3JMmyUKjDf3xlJ/O2yK5bBwm3NXanHB6S8Ijw0qId56vZtfyhJa1g0r1BB/FwX439EAMMW/2fJqtwMJ9XIB7O27WZyNp38sSRurg97spNBTDIRj1IKxe5iaLROarRhdb7FMgh85LnQPtI7RQal5+Z33KQuLtodMutcfRHNUOz7dU/mI6U4Li5CzLj8k5Q5QQiVFz+MoWv7RVrN/wRYeyozbWO4iLa0v0DJlyjIeMr59YJY65T/Z9phv6wgFDtID7RsJN7x8jciPkyfNmbf8xZG5qKxXzut0p0aZ/4Yo5IFrLRWVeXzDsFMLeJjheyeN0dM3h+YCiY93LAj+4ZKYWZwfM8S0qvje7FJ3QGDyenyq2VDDBxwNV8mglg0J75KMCBEq1vT0Q+0kXUtPj9jF5ORe6zTYqZwoEtQHP0gKOifm3G0mZDmXSin1NQsdBrJZKjhSKoij7885ILWz6p6I2N3eC4fd/gWkdSz/y9+y+R0tbIZoCQRi7LnCfIt6QeruItMT6vDppxjNY0PBuLlhbucLnm/DUqOywMMkmH8vRdi/yAS9BRz8kWz0Le4nyp+p9hSofmmD4GAbg54QE6n0JN4h5qZIrrT+Y5ny6vb4BHU05xyT5zotaEyrlSzFf8LagLQ4heTdxae8KGe0urAgjbPPYWXZK/XJ+smqCCgJCznWt18PlVUTK+6LHnyhqiQQ2mGZY3RIkIS+7SkgZ3j6LA9y3VFVeJejfOQK9WyYDcaQgupwTNAt/Sk5/ejDKbUGArrmVselKIQNupp6vfokO1B+MkbSmQPbfnqqOfP9K8i5a+33+Lu6BTbwIFEA6e8HBb/5PZofP6rd2rLeDkfUvngS/7gW/MvAsBWcjmRToTnxmY56TP2eAjPttbb+XwcldXj27lVCbsDIyTxpp3Dic+8uStXORQhaRz0m8nSRtIwcaqGWbLUiW8lprDlH7XQw0ops9IR9jhnSaMDZtwJ5+7zHpXWke4l5QKjgMClGUFQ6L9/L3r9sd/ybLOn5He16asGoljgPKovprFQMxNHL4bHZyZnQ8zO395nGduPo8VDz+ccsdFSA0yi+/tqpJdupI2PYmVL5qllP2Xr+H54iRuh5RvMwZpGNYPSI2oP/L6feXQnBV2U9E1kmjmToXFw5K/yR82MLnQWGblxAjMLBBLVXzSJGPoyCMCXRaEz3xaeFjWbLhFeOUsqv95znVskLX0cMmxrtN8uYeGpedV+k6y+4TykuOkUU4FO1p2sV9HEVQi4oDKbTK+kXb9rqyjgjpmaDBuMk7ZCUFIuzPb2klOn77EPdPCY1zIDBKMkkEYXqPqY6oqKDV0kberuprAosYFXLl1AITyUFLONY0PIK6DM8gIaUD2/RCWsIgdf5uvBloJSPQ196ju5a27toKUPwLb7kkQuC2goq9tiCNnwCPMI3R0PK6IPP01OfK/9PhTYqUTelLzf6Oa6z+8UeHgR5qpAmnN2ceMrGvbQG+mF9bKmAF8fBGNQbjn7YPtGetWRS/4+F5XXs2vBBoR+MQtYzfJmtPR+WmvCkaK4MA5qQjPXHwwXepIjHI27WYV9vwAsxwzl5cKcBVrvfgPdnDCgdpPkaMGjCNBpccrUFEueDjwQCRJFsUVtylGddvrJO3S1WJWKqAA0+xEpFByOsnOR3ZM9c0EScV6h9P77mV472vDjP32zriYKsRv+ujEZ0S7FqWRVpye0DE68ddPdEmMhkHs49TlcACQskFD2FASqXm0NNv3J8VRrcSpLoOuLb3rG+XT5O5PTMjiTTZNl9pyNc87vN38tnT6K7X6pbC0TTOAarfPVe4UvYuEIKYB8sGHxWVLACBRXQOORFEdNFzsrAn/4/uhXpeLo0n2QO2Hf5R32VPWlPq95nr165YoraNwaxsA4CG/14HxCHNhkBAlEOwyxsCV2QbihUNro+Sohs3B5zXde/sfrLIjLUDv5NqbYVtB14ohBTPPusnJ4FAcia+ZIi0EIgpYYVMhhgL70ums2nN4j/YAbg8HFlOMnUJknZ5sAf6+NK7U4yNPbVOb6DnAKkJ27a7eRrfvjurrs6QairsP4t4gPPBFp5NnJCdXkGvrCeTzJrH+NUlQOnxQ8tPFXyn1PFBGACNgf+trg1cHZljFH5XNBHYb1idKdDKimYDWFyYlGQjOoG8FHJPQYHbVm0x1EU2hfrO/LCHumzxJLIQ2AsXfrxSm6WamgqaI5TYmmqTGzqmaYo3QMctb3dlpwpMfAg6WXuzsckS+kmtSpeh6FN6zSduiXLcthdYFHqAEHv9X8Zifieqzf+kVRiepF5uG93l3z0gSHW99YUb8NJNNW4vR9smEDqZ/OdVC8LV0dKFUTIo3ck0/VMngUvmtmDU7ko2OKR8sbAuLw6ltetUX66uH27vW5X7DgCqski3XR+qjOqGkuSNsQidCPdNwKUuX69etMs2UoNhQn53u3Ph5zJIDqqpJ08SYpqMuXa0tls2uphBfIhO3KK0Lvov/Hqz+AMz6ACCp34FY32cYO8Kp9Ivx9a+nWEDXCkqOQpo2BNIlQEz5Hn2EWK9pLWWnftsah149pa3vGrZUPWldZ4fbVbASCTL/lVtyRGy92IaiEdL0Ixo9VnY0aR1QEsbdeFvojIWMmOX80njBy7LYezCsa62R/VMGVKgHnIJ4YvZtOCfUVz56phOwkU9QOJEuCo2E/aiiaE0uDNviFtbQtJMHLGTInaaHeNw7LfOQ1A3OApzKooneact9c2GyXzRgJqVOnKSOeYES9h8KkTQIomrNqTSR8rsOPZzxm93l28frehJQblldNoUB9AbaiASgopkIs01s+fmncOvQLXkoC8ZN7g4yJKBxtYvvWJray5UI1VmTn4prTxrEMqFFE1scJvBhUeVJYD7LnURA/J/V/P/WN6EqX6q/w07tePnz89EodQ2qM38bwe0aZxBdhCSSg/ftQaZIIhCWC8bUrbAdK9Ulq/OhEvW+KTa38ap2a4upJ0lPskc3tIxtr7kvwUBTJ9vl48A0cC/OoPBusXJnvMFnxDDmRxR0beMvGjQP0f1DEP7ogPUrgfKwo2z0cwfsL1URP/X91yWvIj87iCapgiy5e+zw3dzJHzz9eEeUBfLu3ThL5h+wuPy+Jl2uGhe2L5fuF/SIni3DJXf1i8xCeNe68Hp+Mzhj0jVAp2nso0VMd2gNVruExCl0BDNSd8dWrGcY8ODTWiI6pqUy0oQnVHSaLsf6+jnduKMUKPJ1o1ba0EQCHgTUrHNVXnNf3W06IwrAin+RIGhyKreOuuIeleBvCEAx7p2BHs6p3Kybg6w8CdmJFcYOCpUs19y8H8apHJplER/GVOIjQZe5An/kCUSz0yzGBZ8a3jHjJoBpHs34X5z0pxACzVfIlh0eDmh5KkIPtpR3dBPPXKHKSnZJtHwR1P7eveQlWVg9dhhcReS46hXIpq3EGsRE/cBApTvQZg4Wy8ymfWMYMYNNcnP8wwyynOZONY0sGMCaGmoJ3CgUL2BGqv0/xvV9d29C32jfXr/w8yCuZw4prdZpIcjJLOEY6hO0xoctW/1tTTReDBu+zJWSJvk8q+lAyS8p/pH1+V1WgN9lkZKfbrnlurG0FTtgMf/lLRKMfhpo2+c5wNrXx4oTuo9MbAavV94850Hubge1suTAacrBbMaY2PIsVNWN7SDGkdRLaoCWJ7MhZm+kTzuTb/qbqVBAjCZaO7HbpssUyujgpf/vYXGJHVBcZ4lZYrXDA3A3G+4Vru01D0XrdmyNYQb9qYzjxJ9KTBzRGAX2ithA1qkgF85YkuOjkHFqYVqvXyiCu4vbFoDEYQi/3br25xsi9C0YgeW6Hk1mueDmvUdeudtNK5esPhkTnN/B59v0jZ2psBemQbFGdBSYGgZ4uyE4X0SE3VRePp08pIt9dxWm9HmZXmJrj81cVCSAXf9WmZf6Gd+IR/sRCxUtk+bs/qmt9bq+J82Dnz2wWRFjzjHTp2gxfsG7mtksgKr3T5L9zYkiv/pIK7Umk90LNdaNvWv0Fqq5au8/Lc6NIZ4bbCnnmUjcNrjj3Tzm+R6iUptzUDHtCz8yhOsRL80noQCGb88O9O6RYKlPynbKCs605c0c/oWNVygkp8LQKmkJHJh0x2kHo2xpznKDEWRXb0feshioQCsgHtMsElf5+waIwLaIigDWU1Oe/0jnn5kusMSai96pEewYm2g95nGdxyqtoOhc0jgqvcspnT8i8MwOsmVvlzb4BP/mABe4BWdYToFTd2i7/LPDQLMgMzSc6xvwaWBjZkU0gBQ/+XTjIfcq1U8pWy86DPpCXVB233HVLSm3ruptDmW6rlviy4ESMH+1ZHU8Fd+9jU4RMEe0bP9xG4nZ0ZjVkzQYY4Jl3tuaDqBI7a3mIvx3qqY3PLTf3UaSLZR5YrNSH7/abZ942nExOAQLjN33FfF9CIjTHcnbpEm7QMl27ZXC5fzVmiuS95JTqB+9ieizj9ji6uq6wd+88n+SfWNpON4w3o4g9QSqvn76pBTjWI3P5nb8MT1qEBiYHOYTMLhBijfzIpnwx6px34TArSdM7DABnXaCz0dbI/OmEMxZagSE50/b3oMV5rwLpu22YI/nyamFiAVH/84/tGc4nzrGQL9qRQnGNrc6TSQTrGWzY/LKLxafN9WzcFbnxb+fIK/fe5oa0DRAyH/WxegjxFtmBYjY3NhOfCLk6gNd/lRU8lnt+fyelFxm2siNiKkTmRpAubR9om/ZrIWRJPphVYFDu9N/NgIM4xGECdAZLEf+yQberhjMSxwKrSdl2tJ6BlOq40NAplqaDc02q3OWeddzE7ItKQRkc2iM92B6qjQjueJO8JWDwlOsHyNT0V0NCgCEdJCbYWaqW309rVP6okqg7WVwDk5Y6nPkR3r+w7Ee+Y/GIOxaVemmR7U4Ey74DOnPrnyQofvrlzUSvnhVpSs8wn2r5JlFxW476LbmjNVAr7ibve6Li5ZDjY2NVWSjIUfdaGnUtyAEYz1V55i7Ol7fg9I9c31rUGNcWGGMmFnGvWT8bnNS9h1gt9uOHlmr7Pdz6NphfHK2gyjI07is4m7Yu8P8ptPf9qhD4fqclvVo/MXSOtXPABcJz56pODRJZfTBuTHwSS+nk8uacc6r1kQm99MjvbbHKKNtTP19zgOgrNp7VX6nvwbkXS1UqFo2xRjv1J0cmmJw7pnB5makz6I0cClv+ixWxqO7I9o5ZPAkYPINi/1D5JPCdjVLhnjtnaFQdENBLtz2Fln0Pn2fhiV3fOCS04JQ6GTSWkimuMmEFszk5//VTGeitR1aYN+9+1oZ3EXGmHBOMfLg3VV2/5MzrR5GNxtElKRBHVYrHfrdvPgsGdSSbH4iOOas+gy/0CM3MA6+Ppdvmp1gnzyphgm8tWRSDg1R01ccArKUnfR+XZwl6LxLyPZiDqcHrsYcLXDAxHkn2oCqe+KTJO+ul+WaC5t1oUC9HDYcjs4CazSnvunFc9epJSBEPT2nL+OVmpL763td1csSLVlU8FzR0E/UymMZn70xfUYEmyL1N7eeDXj2RbUwsSQoeK+QIRp2Ok7w6RrFbc4A0Tn9CcprYcbd+x7b5gYD0VvTrRNl6rBv9K8UscwSuqUKTDrNgHBup4LsIj9ucgzAMmPUVQts7rW0OLGHEmqCaBQhwYYbZujeT0kJ9nrvpaDUC/OmEvwxJEBGuyouYYblOHE9WdmvjuezQoSEBP/z3WxzxVoemcf6JJwNnoMFWIT8+LuU9zEHrjjwR0F7ywRN8E3GXmyS1ytkerfXQ1otzrMF9N9kai5JThIMeCrAOCZklWumWY1O3bf0TKzdLrzO7NLzIbQFzCH4TlZXKe9115/0UAqlbkE8JI3kCULssbMLh1BUsTt6QIulLoXiF7S6b5WwpROjCA1mzI8DZ9qkaHX1vyOCU9Va+MsFpJ17LK0G7WSTcsmK2Kw7a5BxqJqw5+uOGbhmgEAPmsnwEsy1BdAq1CEAVy5iutbP9AUWOH9pT3pc2O5fVMH27D97Ee1RGCm6DHmgXuqGRfFF1kSiyfjhp+Fhil0lp8Qc2/QUlnA89TYMyWIa5Cjkdx1mEJjm/hhC4xgkPejSMmaGoSHTGVZmLxe/JePh6LJcXE1+x4eZ844aexBmGbviKr261c4o32Ebp/knntBXDimyzjO8uG/lE5kXmr5fddh7ZzBeVBgkgq7+sGxofj2+/oXhm3fvntnIMho0fTP5LrGhF6xLqh3AcPfjk6gjMmGNp5cGq70GcH1AUAFck7hq3dcm+vRq+Tzb7gvN94EnvGPcYjLfMrRzNhMkGNXCrZHXZsgKOcIewWeouUeVsFzIIFzQzSb2skPQV/BG5WLuWcYqMyXdJL6MBU5VvwfnoCR1E/EzX3TFbNJtLqx6d2BTXom6diNZ8a+x88WjAAAsK7vWO50DYuTdyCFiA+6En76WW2q09VlQ/tbD2w6GWfGZ/zR8vhWNNFqKMY/pgrzFNYzPDp48dHKyk6pwPlHBk0YY1KPk4P74gKlDw42jq1qxy83cZSIAftOgXJeM74Vn7xSgDLOEr3oU31TNneCZNayirco8y9f0hD3tcaH8QqDAAnymIUt/jV9hahvUzo5UY6ijNxrhdvwKZW5kc3RyZWFtCmVuZG9iagoyNyAwIG9iago8PCAvQmFzZUZvbnQgL0NNU1k4IC9GaXJzdENoYXIgMCAvRm9udERlc2NyaXB0b3IgMjggMCBSIC9MYXN0Q2hhciAxMjcKL1N1YnR5cGUgL1R5cGUxIC9UeXBlIC9Gb250IC9XaWR0aHMgMjYgMCBSID4+CmVuZG9iagozIDAgb2JqCjw8IC9GMSAxNSAwIFIgL0YyIDIzIDAgUiAvRjMgMjcgMCBSIC9GNCAxOSAwIFIgPj4KZW5kb2JqCjQgMCBvYmoKPDwgL0ExIDw8IC9DQSAwIC9UeXBlIC9FeHRHU3RhdGUgL2NhIDEgPj4KL0EyIDw8IC9DQSAxIC9UeXBlIC9FeHRHU3RhdGUgL2NhIDEgPj4KL0EzIDw8IC9DQSAwLjggL1R5cGUgL0V4dEdTdGF0ZSAvY2EgMC44ID4+ID4+CmVuZG9iago1IDAgb2JqCjw8ID4+CmVuZG9iago2IDAgb2JqCjw8ID4+CmVuZG9iago3IDAgb2JqCjw8IC9NMCAxMiAwIFIgL00xIDEzIDAgUiA+PgplbmRvYmoKMTIgMCBvYmoKPDwgL0JCb3ggWyAtMiAtMiAyIDIgXSAvRmlsdGVyIC9GbGF0ZURlY29kZSAvTGVuZ3RoIDEzMyAvU3VidHlwZSAvRm9ybQovVHlwZSAvWE9iamVjdCA+PgpzdHJlYW0KeJxtkDkOAyEMRXufggt8ZIsAQztlrkETRZr7txNDABGnsbz950Xcm9g96WMgPrqL2IeSD449Zp9zCVmD8JASxYnnxClppjuVZg2jXaWYpAZqfQqcya9oaTpvcVdltm5EtZX2OTAiWDDMcGy7YWyM/RDYS/HnH7Bfwy8bffkX0Uk3o8tI+gplbmRzdHJlYW0KZW5kb2JqCjEzIDAgb2JqCjw8IC9CQm94IFsgLTIgLTIgMiAyIF0gL0ZpbHRlciAvRmxhdGVEZWNvZGUgL0xlbmd0aCAxMzMgL1N1YnR5cGUgL0Zvcm0KL1R5cGUgL1hPYmplY3QgPj4Kc3RyZWFtCnicbZA5DgMhDEV7n4ILfGSLAEM7Za5BE0Wa+7cTQwARp7G8/edF3JvYPeljID66i9iHkg+OPWafcwlZg/CQEsWJ58QpaaY7lWYNo12lmKQGan0KnMmvaGk6b3FXZbZuRLWV9jkwIlgwzHBsu2FsjP0Q2Evx5x+wX8MvG335F9FJN6PLSPoKZW5kc3RyZWFtCmVuZG9iagoyIDAgb2JqCjw8IC9Db3VudCAxIC9LaWRzIFsgMTAgMCBSIF0gL1R5cGUgL1BhZ2VzID4+CmVuZG9iagozMCAwIG9iago8PCAvQ3JlYXRpb25EYXRlIChEOjIwMTgwMzEzMTExNTU2KzExJzAwJykKL0NyZWF0b3IgKG1hdHBsb3RsaWIgMi4xLjIsIGh0dHA6Ly9tYXRwbG90bGliLm9yZykKL1Byb2R1Y2VyIChtYXRwbG90bGliIHBkZiBiYWNrZW5kIDIuMS4yKSA+PgplbmRvYmoKeHJlZgowIDMxCjAwMDAwMDAwMDAgNjU1MzUgZiAKMDAwMDAwMDAxNiAwMDAwMCBuIAowMDAwMTQxMTQzIDAwMDAwIG4gCjAwMDAxNDAzMzkgMDAwMDAgbiAKMDAwMDE0MDQwNCAwMDAwMCBuIAowMDAwMTQwNTQ2IDAwMDAwIG4gCjAwMDAxNDA1NjcgMDAwMDAgbiAKMDAwMDE0MDU4OCAwMDAwMCBuIAowMDAwMDAwMDY1IDAwMDAwIG4gCjAwMDAwMDAzODkgMDAwMDAgbiAKMDAwMDAwMDIwOCAwMDAwMCBuIAowMDAwMDIyMjAyIDAwMDAwIG4gCjAwMDAxNDA2MzEgMDAwMDAgbiAKMDAwMDE0MDg4NyAwMDAwMCBuIAowMDAwMDIyMjI0IDAwMDAwIG4gCjAwMDAwNTYxMjEgMDAwMDAgbiAKMDAwMDAyMjc1OSAwMDAwMCBuIAowMDAwMDIyOTc4IDAwMDAwIG4gCjAwMDAwNTYyNTMgMDAwMDAgbiAKMDAwMDA4NzEzMSAwMDAwMCBuIAowMDAwMDU2Nzg4IDAwMDAwIG4gCjAwMDAwNTcwMDUgMDAwMDAgbiAKMDAwMDA4NzI2MiAwMDAwMCBuIAowMDAwMTA5Nzk1IDAwMDAwIG4gCjAwMDAwODc3OTQgMDAwMDAgbiAKMDAwMDA4ODAxNCAwMDAwMCBuIAowMDAwMTA5OTI4IDAwMDAwIG4gCjAwMDAxNDAyMDcgMDAwMDAgbiAKMDAwMDExMDQ3MiAwMDAwMCBuIAowMDAwMTEwNjk3IDAwMDAwIG4gCjAwMDAxNDEyMDMgMDAwMDAgbiAKdHJhaWxlcgo8PCAvSW5mbyAzMCAwIFIgL1Jvb3QgMSAwIFIgL1NpemUgMzEgPj4Kc3RhcnR4cmVmCjE0MTM1NwolJUVPRgo=\n", - "image/png": "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\n", + "application/pdf": "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\n", + "image/png": "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", "text/plain": [ - "" + "
" ] }, "metadata": {}, @@ -341,6 +454,7 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -351,7 +465,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 8, "metadata": { "code_folding": [ 0 @@ -363,16 +477,16 @@ "output_type": "stream", "text": [ "Dataset 2012 Am. Min\n", - "Standard deviation with the method of LL 2012 is :0.31\n", - "Standard deviation with the method of DG 2017 is :0.47\n" + "Standard deviation with the method of LL 2012 is: 0.31\n", + "Standard deviation with the method of DG 2017 is: 0.47\n" ] }, { "data": { - "application/pdf": "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\n", - "image/png": "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\n", + "application/pdf": "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\n", + "image/png": "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", "text/plain": [ - "" + "
" ] }, "metadata": {}, @@ -386,8 +500,8 @@ "RMSE_poly = np.sqrt(mean_squared_error(dg_2012.water_predicted, dg_2012.water))\n", "\n", "print('Dataset 2012 Am. Min')\n", - "print('Standard deviation with the method of LL 2012 is :'+str(np.round(RMSE_spline,2)))\n", - "print('Standard deviation with the method of DG 2017 is :'+str(np.round(RMSE_poly,2)))\n", + "print('Standard deviation with the method of LL 2012 is: '+str(np.round(RMSE_spline,2)))\n", + "print('Standard deviation with the method of DG 2017 is: '+str(np.round(RMSE_poly,2)))\n", "\n", "plt.figure(figsize=(3.25, 6.5))\n", "\n", @@ -427,6 +541,7 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -437,7 +552,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 9, "metadata": { "code_folding": [ 0 @@ -449,16 +564,16 @@ "output_type": "stream", "text": [ "Dataset 2018 RSES\n", - "Standard deviation with the method of LL 2012 is :0.31\n", - "Standard deviation with the method of DG 2017 is :0.24\n" + "Standard deviation with the method of LL 2012 is: 0.31\n", + "Standard deviation with the method of DG 2017 is: 0.24\n" ] }, { "data": { - "application/pdf": "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\n", - "image/png": "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\n", + "application/pdf": "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\n", + "image/png": "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", "text/plain": [ - "" + "
" ] }, "metadata": {}, @@ -471,8 +586,8 @@ "RMSE_poly_rses = np.sqrt(mean_squared_error(dg_2018.water_predicted, dg_2018.water))\n", "\n", "print('Dataset 2018 RSES')\n", - "print('Standard deviation with the method of LL 2012 is :'+str(np.round(RMSE_spline_rses,2)))\n", - "print('Standard deviation with the method of DG 2017 is :'+str(np.round(RMSE_poly_rses,2)))\n", + "print('Standard deviation with the method of LL 2012 is: '+str(np.round(RMSE_spline_rses,2)))\n", + "print('Standard deviation with the method of DG 2017 is: '+str(np.round(RMSE_poly_rses,2)))\n", "\n", "plt.figure(figsize=(3.25, 6.5))\n", "plt.subplot(2,1,1)\n", @@ -502,6 +617,7 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -518,7 +634,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 10, "metadata": { "code_folding": [ 9 @@ -583,6 +699,7 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -591,15 +708,15 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { - "application/pdf": "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\n", - "image/png": "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\n", + "application/pdf": "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\n", + "image/png": "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", "text/plain": [ - "" + "
" ] }, "metadata": {}, @@ -611,6 +728,7 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -647,6 +765,7 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -839,7 +958,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -853,7 +972,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.9" + "version": "3.10.6" } }, "nbformat": 4, diff --git a/examples/rameau_example/Python_treatment_ext.ipynb b/examples/rameau_example/Python_treatment_ext.ipynb new file mode 100644 index 0000000..e29e368 --- /dev/null +++ b/examples/rameau_example/Python_treatment_ext.ipynb @@ -0,0 +1,332 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Use of the external calibration method for quantifying water content of glasses from Raman spectra\n", + "\n", + "For predicting the water content from Raman spectra, a method called external calibration can be used. This method is based on Thomas et al. (2008).\n", + "This method consists in using a reference glass spectrum with known water content to calculate the water content of a glass spectrum of interest. It relies on the proportionality relation between the water content of a glass and the water peak area of its spectrum. With the calcuation of the water peak areas for both interest and reference spectra, and knowing the water content of the reference, it is then possible to simply calculate the water content of the spectrum of interest using a cross-multiplication :\n", + "\n", + "$$ water = \\frac{water_{ref} * A_{water \\, peak}}{A_{water \\, peak, \\, ref}}$$\n", + "\n", + "This notebook presents this external calibration method, which is implemented in the rameau module of rampy.\n", + "\n", + "The spectra used for the example are mesured on standards glasses released in Mercier et al.(2009) .\n", + "\n", + "\n", + "# First step: dependencies & library call\n", + "\n", + "Dependencies: the dependencies are very common, at the exception of rampy that can be installed through pip. \n", + "The dependencies list is:\n", + " - numpy\n", + " - matplotlib\n", + " - pandas\n", + " - xlrd\n", + " - rampy (install it in a console with 'pip install rampy')\n", + " \n", + "Remark: plots use a LaTex fontend, so if you don't have one, it will probably fail.\n", + "\n", + "\n", + "## See the examples in the rampy repository on Github for further details on the use of Rampy. \n", + "\n", + "Address is https://github.com/charlesll/rampy\n", + "\n", + "Please consult regularly the rampy Github, as this package is under active development.\n", + "\n", + "\n", + "## If needing help for a particular function/class, just type help(my_function) in python to print the function/class help\n", + "\n", + "\n", + "## References\n", + "\n", + "S.-M. Thomas, R. Thomas, P. Davidson, P. Reichart, M. Koch-Muller, G. Dollinger, Application of Raman Spectroscopy to Quantify Trace Water Concentrations in Glasses and Garnets. American Mineralogist 2008, 93 (10), 1550–1557. https://doi.org/10.2138/am.2008.2834.\n", + "\n", + "M. Mercier, A. Di Muro, D. Giordano, N. Métrich, P. Lesne, et al., Influence of glass polymerisation and oxidation on micro-Raman water analysis in alumino-silicate glasses. Geochimica et Cosmochimica Acta, 2009, 73 (1), pp.197-217. ⟨10.1016/j.gca.2008.09.030⟩." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "code_folding": [] + }, + "outputs": [], + "source": [ + "########## Calling relevant libraries ##########\n", + "%matplotlib inline\n", + "import numpy as np\n", + "from sklearn.metrics import mean_squared_error\n", + "\n", + "# Setting matplotlib options for this notebook\n", + "import matplotlib\n", + "from matplotlib import pyplot as plt\n", + "from mpl_toolkits.mplot3d import Axes3D\n", + "from matplotlib.ticker import MaxNLocator\n", + "from matplotlib.animation import FuncAnimation\n", + "from mpl_toolkits.axes_grid1.inset_locator import zoomed_inset_axes\n", + "from mpl_toolkits.axes_grid1.inset_locator import mark_inset\n", + "\n", + "\n", + "import pandas as pd\n", + "#import gcvspline\n", + "import rampy as rp" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Import of the dataset\n", + "\n", + "An Excel file containing the information about the data can be used, see the provided spreadsheet as an example. The file dataset.xlsx contains four tabs with information for the datasets.\n", + "\n", + "For this example, we'll use the fourth tab containing spectra of hydrated standard glasses that were released and described in Mercier et al. (2009)." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# Data treatment\n", + "data_liste_stds = pd.read_excel(\"dataset.xlsx\", sheet_name=\"2022_BB_standards_bis\")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Treatment of the dataset\n", + "\n", + "To use this method you need to have a reference spectrum for each spectrum on which you want to predict the water content. Each spectrum has to be mesured in the same conditions as its reference, in a short period of time. The reference spectrum must be of a composition with a known water content. Because of that, `data_liste` must contain two columns 'Ref' and 'Water Ref' for the reference spectra and their water content respectively.\n", + "\n", + "Using rameau module, only two steps are necessary to caculate the water content, because the external calibration applies on raw spectra:\n", + "\n", + "- creation of the rameau object:\n", + "\n", + "`rameau_object = rp.rameau(data_liste)`\n", + "\n", + "- prediction of water content and areas:\n", + "\n", + "`water_ext, areas, areas_ref = rameau_object.external_calibration()`\n", + "\n", + "The method `external_calibration()` returns the water content of the spectra but also the water peak areas of the samples and their references, used for the calculation of the water content.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "gcvspline module not found. Please install it and check it works (requires a FORTRAN compiler).\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAnYAAAHWCAYAAAD6oMSKAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8o6BhiAAAACXBIWXMAAA9hAAAPYQGoP6dpAADKmklEQVR4nOydd3wT9f/HX9nppoMuWsqeLXuLDFkim6/iQIbgZChTxa0/FUUFBRVREBREHGwHsgvILnvInqWlUEp3M+/3R3qXu8tllbZpkvfz8eiD5u5zl09K8snr854yhmEYEARBEARBEF6P3NMTIAiCIAiCIMoHEnYEQRAEQRA+Agk7giAIgiAIH4GEHUEQBEEQhI9Awo4gCIIgCMJHIGFHEARBEAThI5CwIwiCIAiC8BFI2BEEQRAEQfgIJOwIgiAIgiB8BBJ2fs6SJUsgk8m4H6VSibi4ODz22GM4d+5cme+7ZcsWtGnTBkFBQZDJZFizZo1b12dnZ2PGjBlo0qQJgoKCEBYWhkaNGmHEiBE4duxYmedVEfzxxx8YOXIkUlJSoFKpIJPJXLpu8+bN3N/99u3bLl2zatUqPP7446hXrx4CAgJQq1YtDB8+3O7/1ebNm9GxY0cEBgYiKioKo0ePRlZWlsuvjSD8hX379mHIkCGoWbMmNBoNYmJi0LFjR0ydOtXTUxPwxhtvoH///qhRowZkMhlGjx4tOe6dd94RrO3sj1ardfm5XF3brl27hiFDhqBOnTrcet2yZUt8+eWXMBqNZXmZxD2g9PQEiKrB4sWL0ahRI5SUlODff//FBx98gG3btuG///5DeHi4W/diGAbDhg1DgwYNsG7dOgQFBaFhw4YuX19QUIAOHTqgoKAA06dPR/PmzVFcXIyzZ89i1apVOHLkCJo1a+buS6wwVq9ejb1796Jly5bQaDRIS0tzek1BQQGeeeYZxMfH48aNGy4/18cff4zY2Fi8/vrrqFOnDq5du4YPP/wQrVq1wt69e9G0aVNubGpqKvr27Yt+/fph7dq1yMrKwiuvvIIePXrg4MGD0Gg0ZXq9BOFr/Pnnnxg4cCC6deuGWbNmIS4uDhkZGTh48CBWrFiBzz77zNNT5JgzZw6aNWuGgQMH4vvvv3c6fsOGDQgLC+Mey+Wu23NcXdsKCwsRGhqKN998EzVr1oRer8dff/2FiRMn4siRI1i4cKHLz0mUAwzh1yxevJgBwBw4cEBw/N1332UAMN9//73b97x+/ToDgPn444/LNKfvv/+eAcBs3bpV8rzJZCrTfSsK/nzGjx/PuPKxGj9+PNOyZUvmjTfeYAAwt27dcum5bt68aXMsPT2dUalUzNixYwXH27ZtyzRp0oQxGAzcsX///ZcBwHz99dcuPR9B+ANdunRh6tatK/issFTl9SYoKIgZNWqU5Li3337brbXF2XO5urbxGTZsGKNUKpmSkpIyz4FwH3LFEpK0adMGAHDz5k3B8YMHD2LgwIGIiIiAVqtFy5Yt8euvv3Ln33nnHSQkJAAAXnnlFchkMtSqVcut587OzgYAxMXFSZ4X7zh37dqFHj16ICQkBIGBgejUqRP+/PNPwRjW5bx161Y888wziIyMRGhoKEaOHInCwkJkZmZi2LBhqFatGuLi4jBt2jQYDAaX5uvODhgAdu7ciW+//RYLFy6EQqFw69ro6GibY/Hx8UhISMC1a9e4Y+np6Thw4ABGjBgBpdJqmO/UqRMaNGiA1atXu/W8BOHLZGdnIyoqSvBZYeF/vs1mM2bNmoVGjRpBo9EgOjoaI0eOxPXr1wXXdOvWDcnJydizZw86derEhU0sXrwYgMVC2KpVKwQGBiIlJQUbNmxwea7urjf3wr0+V/Xq1SGXy91e54h7g4QdIcmlS5cAAA0aNOCObdu2Dffddx/u3r2Lb775BmvXrkWLFi3w6KOPYsmSJQCAp59+GqtWrQIATJw4EXv27OFExOjRoyGTyXD58mWHz92xY0cAwMiRI7FmzRpO6EmRmpqKBx54ALm5uVi0aBF+/vlnhISEYMCAAfjll19sxj/99NMICwvDihUr8MYbb2D58uV45pln0K9fPzRv3hy///47Ro0ahc8++wzz5s1z+e/lKsXFxRg7diwmTZqEVq1alcs9L168iCtXrgjcsCdOnAAASZd1s2bNuPMEQVjWnH379uHFF1/Evn377G7qXnjhBbzyyivo1asX1q1bh//7v//Dhg0b0KlTJ5s42czMTDz11FN4+umnsXbtWqSkpGDMmDF47733MGPGDLz88stYuXIlgoODMXjwYLdCMtwhJSUFCoUCMTExGDlyJK5evVohzwNYwnCMRiNycnLwyy+/YMmSJZg6daqkYCYqEE+bDAnPwrpi9+7dyxgMBiY/P5/ZsGEDExsby3Tp0kXgmmjUqBHTsmVLG3dF//79mbi4OM5sf+nSJQYA88knnwjGjRkzhlEoFMzly5edzuu9995j1Go1A4ABwNSuXZt5/vnnmaNHjwrGdejQgYmOjmby8/O5Y0ajkUlOTmYSEhIYs9kseJ0TJ04UXD948GAGADN79mzB8RYtWjCtWrVyOk8xztwVU6dOZerUqcMUFRUxDHPv7hKDwcB069aNCQ0NZa5evcod/+mnnxgAzJ49e2yuefbZZxm1Wl2m5yMIX+T27dtM586dufVGpVIxnTp1YmbOnMmtLadPn2YAMOPGjRNcu2/fPgYA89prr3HHunbtygBgDh48yB3Lzs5mFAoFExAQwKSnp3PHjxw5wgBg5s6d6/a8Hblif/zxR+aDDz5g/vrrL2br1q3MRx99xERERDAxMTHM9evX3X4uV1yxM2fO5P6GMpmMef31191+HuLeIYsdAQDo0KEDVCoVQkJC8OCDDyI8PBxr167ldlrnz5/Hf//9h+HDhwMAjEYj9/PQQw8hIyMDZ86ccfgcixYtgtFoRFJSktP5vPnmm7h69Sq+//57PPfccwgODsY333yD1q1b4+effwZgCdjdt28fHn74YQQHB3PXKhQKjBgxAtevX7eZU//+/QWPGzduDADo16+fzfErV65wj00mk+A1m81mp69BzP79+/H5559jwYIFCAgIsDuOKd318n/sjRs7dix27tyJH3/8EYmJiTZj7GWxuZq5SxD+QGRkJHbu3IkDBw7go48+wqBBg3D27FnMmDEDKSkpuH37NrZt2wYANlmo7dq1Q+PGjbFlyxbB8bi4OLRu3Zp7HBERgejoaLRo0QLx8fHccXYN4q834s8/wzBuv6YRI0bgtddeQ9++fdG9e3e88sor+Pvvv3Hr1i3MmjWLG1ceaxvL6NGjceDAAfzzzz94+eWX8cknn2DixIllvh9RNkjYEQCAH3/8EQcOHMDWrVvx3HPP4fTp03j88ce582ys3bRp06BSqQQ/48aNAwCXS3a4SkxMDJ566il88803OHbsGFJTU6FWq/HSSy8BAHJycsAwjGQsHrtwit24ERERgsdqtdru8ZKSEu5xjx49BK95zJgxbr+eMWPGYOjQoWjTpg3u3r2Lu3fvcs+Rl5eH/Px8AMAPP/xg8zcWwzAMnn76aSxbtgxLlizBoEGDBOcjIyMlXz8A3Llzx+b1EgRhiS1+5ZVX8Ntvv+HGjRuYPHkyLl++jFmzZjmM/Y2Pj3e61gCWdcXeGsSuBZcvX7b5/KemppbL62vXrh0aNGiAvXv3csfKY21jiY2NRZs2bdC7d2989NFHeO+99/Dll1/i8OHD5TF9wkXI8U0AsOwa2YSJ7t27w2QyYeHChfj999/x8MMPIyoqCgAwY8YMDB06VPIe7pQ0KQtdunRB7969sWbNGmRlZSE8PBxyuRwZGRk2Y9l4FXbe98qCBQs44VXW+548eRInT57Eb7/9ZnOubt26aN68OY4cOYIBAwbgwIEDdu/DirrFixdj0aJFePLJJ23GJCcnAwCOHz+Ohx56SHDu+PHj3HmCIKRRqVR4++23MWfOHJw4cQIDBgwAAGRkZHAJYiw3btwot7UmPj7e5vNfnmsrwzCCpIjyWNvs0a5dOwDA2bNn0bJly3K7L+EYEnaEJLNmzcLKlSvx1ltvYejQoWjYsCHq16+Po0eP4sMPP6zQ57558yaXTcXHZDLh3LlzCAwMRLVq1aBWq9G+fXusWrUKn376KefeNJvNWLZsGRISEgTJH/dCeSysrCuHz5IlS/DDDz9gzZo1qFGjBgCLtY21uIlhGAbPPPMMFi9ejAULFuCpp56SHFejRg20a9cOy5Ytw7Rp07istL179+LMmTOYNGnSPb8egvAVMjIyJC1xp0+fBmARWw888AAAYNmyZWjbti035sCBAzh9+jRef/31cpmLWq3mNtnlzd69e3Hu3Dm8+OKL3LGK3JCza169evUq7DkIW0jYEZKEh4dzmVvLly/Hk08+iQULFqBv377o06cPRo8ejRo1auDOnTs4ffo0Dh06JGmJ4jN27Fj88MMPuHDhgsM4u6VLl2LBggV44okn0LZtW4SFheH69etYuHAhTp48ibfeeotzX8ycORO9evVC9+7dMW3aNKjVanz99dc4ceIEfv7550qJJbty5Qq3w75w4QIA4PfffwcA1KpVi1uku3XrZnPt9u3bAQD33XefSzvlF198EYsWLcKYMWOQkpIicKloNBrBrvjjjz9Gr1698Mgjj2DcuHHIysrCq6++iuTkZLuCkCD8kT59+iAhIQEDBgxAo0aNYDabceTIEXz22WcIDg7GSy+9hIYNG+LZZ5/FvHnzIJfL0bdvX1y+fBlvvvkmEhMTMXny5EqZa2pqKm7dugXAstm9cuUKt9507doV1atXBwA0b94cTz75JBo3bgytVov9+/fjk08+QWxsLF5++WWXnsvVte3tt9/GzZs30aVLF9SoUQN3797Fhg0b8N133+GRRx4RxBoSlYDn8jaIqoC9AsUMwzDFxcVMzZo1mfr16zNGo5FhGIY5evQoM2zYMCY6OppRqVRMbGws88ADDzDffPMNd529rNhRo0YxAJhLly45nNOpU6eYqVOnMm3atGGqV6/OKJVKJjw8nOnatSuzdOlSm/E7d+5kHnjgASYoKIgJCAhgOnTowKxfv96l12kvK3XUqFFMUFCQw3mK7y31Yy9jzdnz2yMpKcnucyUlJdmM37hxI9OhQwdGq9UyERERzMiRIyWLHBOEP/PLL78wTzzxBFO/fn0mODiYUalUTM2aNZkRI0Ywp06d4saZTCbm448/Zho0aMCoVComKiqKefLJJ5lr164J7te1a1emadOmNs+TlJTE9OvXz+Y4AGb8+PEuzZXNuJX62bZtGzfuscceY+rVq8cEBQUxKpWKSUpKYp5//nnmxo0bLv5VXF/b1q1bx/Ts2ZOJiYlhlEolExwczLRr146ZO3euZNFnomKRMUwZ0m0IgiAIgiCIKgdlxRIEQRAEQfgIJOwIgiAIgiB8BBJ2BEEQBEEQPgIJO4IgCIIgCB+BhB1BEARBEISPQMKOIAiCIAjCR6ACxbB0Krhx4wZCQkKoOTpB+DAMwyA/Px/x8fE2nU28EVq7CMI/cGftImEHS5+/xMRET0+DIIhK4tq1azb9Pr0RWrsIwr9wZe3yqLCbP38+5s+fj8uXLwMAmjZtirfeegt9+/YFYFGo7777Lr799lvk5OSgffv2+Oqrr9C0aVPuHjqdDtOmTcPPP/+M4uJi9OjRA19//bVbi3ZISAgAyx8sNDS0/F4gQRBViry8PCQmJnKfeW+H1i6C8A/cWbs8KuwSEhLw0UcfcQ2Cf/jhBwwaNAiHDx9G06ZNMWvWLMyePRtLlixBgwYN8P7776NXr144c+YM9+ImTZqE9evXY8WKFYiMjMTUqVPRv39/pKWlcY3PncG6MEJDQ2lxJAg/wFfclrR2EYR/4craVeVaikVEROCTTz7BmDFjEB8fj0mTJuGVV14BYLHOxcTE4OOPP8Zzzz2H3NxcVK9eHUuXLsWjjz4KwOqa+Ouvv9CnTx+XnjMvLw9hYWHIzc2lxZEgfBhf+6z72ushCEIadz7rVSZ62GQyYcWKFSgsLETHjh1x6dIlZGZmonfv3twYjUaDrl27Yvfu3QCAtLQ0GAwGwZj4+HgkJydzY6TQ6XTIy8sT/BAEQRAEQXg7Hhd2x48fR3BwMDQaDZ5//nmsXr0aTZo0QWZmJgAgJiZGMD4mJoY7l5mZCbVajfDwcLtjpJg5cybCwsK4Hwo+JgiCIAjCF/C4sGvYsCGOHDmCvXv34oUXXsCoUaNw6tQp7rzYn8wwjFMfs7MxM2bMQG5uLvdz7dq1e3sRBEEQBEEQVQCPCzu1Wo169eqhTZs2mDlzJpo3b44vvvgCsbGxAGBjecvKyuKseLGxsdDr9cjJybE7RgqNRsMFG1PQMUEQBEEQvoLHhZ0YhmGg0+lQu3ZtxMbGYtOmTdw5vV6P1NRUdOrUCQDQunVrqFQqwZiMjAycOHGCG0MQBEEQBOEveLTcyWuvvYa+ffsiMTER+fn5WLFiBbZv344NGzZAJpNh0qRJ+PDDD1G/fn3Ur18fH374IQIDA/HEE08AAMLCwjB27FhMnToVkZGRiIiIwLRp05CSkoKePXt68qURBEEQBEFUOh4Vdjdv3sSIESOQkZGBsLAwNGvWDBs2bECvXr0AAC+//DKKi4sxbtw4rkDxxo0bBQX65syZA6VSiWHDhnEFipcsWeJyDTuCIAiCIAhfocrVsfMEVAuKIPwDX/us+9rrIQhCGq+sY0cQBEEQBEHcGyTsCIIgCIIgfAQSdgRBEARBED4CCTuCIAiCIAgfgYQdQfgIO87ewpnMfE9PgyAIP+N0Rh52nrvl6WkQpXi03AlBEOXD2Zv5GPn9fgDA5Y/6eXg2BEH4E32/2AkA2DatG2pHBXl4NgRZ7AjCBzh7kyx1BEF4lsu3Cz09BQIk7AiiSnG3SI8pvx7B7vO33brO7PfVKAmC8DgyT0+AAEjYEUSVYvams1h1KB1PLNzn1nVUZ5wgCE8jl5GyqwqQsCOIKsSNu8UOz+uMJjAMYyPkSNcRBOFp5KTrqgSUPEEQVQityn6P4/S7xXhwzg4Ea5XILtBjfPd6eKlnfQCAmZQdQRAewMyLAyGLXdWALHYEUYVwJOz+PX8b+TojMnJLoDeZMWfzWe4c6TqCIDyBkSfsSNZVDUjYEUQVQquyfiTF7lZHNerIYkcQhCfgrz0ysthVCUjYEUQVIoBnsSsxmAXnHJU04es6SqQgCKKyMApcsR6cCMFBMXYEUYVQKax7rfwSAwLUCpzPKuB+7MHAuriaGUBBCyxBEJWAyUQWu6oGCTuCqEIYTFYrXV6JAdGhWvScnSoY07ZWOA5czkF0iAaAxZJ39U4Rd95kZqCgrTNBEJWA0Wx2PoioVMgVSxBVCANv95tbbJR0q07q2QAAoDeZcadQj95zduCrbRe48xRvRxBEZWFyY70xmRmcycwXZNIS5Q8JO4KoQuiM1t1vfokB+TqjzZhqgSoAgN5oxsVbtu5ZEnYEQVQWJjM/DMTx2vPBn6fR5/Md+G7nxYqell9Dwo4gqhBCV6wRWXklNmPCA9UALCKQLwRZTLQbJgiikjCaXBd23/97CQAw8+//KnRO/g4JO4KoQvCFnc5gQmauTnBerZRzmbMmM4NCCYsehbwQBFFZ8DeS5CyoGpCwIwgPc+FWAe4W6QFY3KssRjODTJHFLlCtgIZX6y6vRELY0epKEEQlwY+xc7b2qBUkOSoD+isThAc5fDUHPT5LxbifDgEQWuyMJjNuioWdSiFYHPNLDDb3dCeYmSAI4l7gW+ychYFEBasrejoESNgRhEf5erslm3X3hWx0/3Q7Np/O4s4ZTLau1gC1AkqFHMrScia5xbbCjjLOCIKoLPgxds72lNVLSzQBQInBVFFT8ntI2BGEBzmRnsv9ful2oeCc0Wy26T4RqLaUntQoLR/dnEK9zT1J1xEEUVmY3XDF8nth38rXORhJ3Ask7AjCgxRIJD+wGEwMdEbhrjZAbVkY1aXC7k4RuWIJgvAcRrOw640jBMlhEhn9RPlAnScIwgOcupGH4+l3BckSYkxmRsJiZxF2GqUCgEHaYkcmO4IgKgkTLw3fmcWOX4BdvGklyg8SdgThAR6au9PpGKPJjBLR4scJu9LM2DuSrlgSdgRBVA7CGDtnwo4sdpUBuWIJopJxNWjYYGagE40NUAlj7KSEHRUoJgiishCWO3E8Vi+o00nCrqIgix1BVDLns2zbgElhNNkmTzCwrJwWVyxZ7AiC8Bwf/HkK3+28xD12tvbwQ0/IFVtxkMWOICqZM5n5Lo0zmBgb655CZilzwiZP8HfALGSwIwiiMuCLOsC5t4BcsZUDWewIopL598Jtl8YZzdYYu8k9G+B4ei6e7VIHgNUVKwW5YgmC8ATOnAXC5AkSdhUFCTuCqEQMJjM2n7rp0lijyZoV2652BF7qWZ8750jYkSuWIAhP4DQr1ijshU1UDOSKJYhK5MbdYsn+rlIYzVZXrFYl/KiyMXZSmGkjTBCEB2CdBW+uOYH3/zhlc15HrthKgYQdQVQi+S6KOkCYPMGv2A5Yy51IQQWKCYLwBGaGQWZuCZbuvYKFuy4JYoQZhqEYu0qChB1BVCJ5JbadIuzBL3cidr2qFeSKJQiiasEwjCDzlR/vazIzghg8yoqtODwq7GbOnIm2bdsiJCQE0dHRGDx4MM6cOSMYU1BQgAkTJiAhIQEBAQFo3Lgx5s+fLxij0+kwceJEREVFISgoCAMHDsT169cr86UQhA1FeiOeX5qG1Yet70Upi51cJn09v0CxOxY76jxBEIQnMDPCjSW/3Rg/cQKgOnYViUeFXWpqKsaPH4+9e/di06ZNMBqN6N27NwoLrc3QJ0+ejA0bNmDZsmU4ffo0Jk+ejIkTJ2Lt2rXcmEmTJmH16tVYsWIFdu3ahYKCAvTv3x8mE+0ICM+xbO8VbDiZicm/HOWOSQm76iEayev1RjO3GNoIOwcxdpQVSxCEJzCZGYGw469F4vaJ5IqtODyaFbthwwbB48WLFyM6OhppaWno0qULAGDPnj0YNWoUunXrBgB49tlnsWDBAhw8eBCDBg1Cbm4uFi1ahKVLl6Jnz54AgGXLliExMRGbN29Gnz59KvU1EQRLgYSIy5dwxUYFa3AzT2dzvFBn3ZjYJk84csW6M0uCIAj3KdTZrm8MwwisdEZeJpe45ia5YiuOKhVjl5ubCwCIiIjgjnXu3Bnr1q1Deno6GIbBtm3bcPbsWU6wpaWlwWAwoHfv3tw18fHxSE5Oxu7duyv3BRAED43K1qomZbGLC9NKXp/PWzi1StctdhRjRxBERXK3SI+mb/9jc9zMCC1z/D6yBhthRxa7iqLK1LFjGAZTpkxB586dkZyczB2fO3cunnnmGSQkJECpVEIul2PhwoXo3LkzACAzMxNqtRrh4eGC+8XExCAzM1PyuXQ6HXQ6q4UkLy+vAl4RQVgpMZigVSk4i51GKecWtriwAMlrCnSWsWqFHHJRIJ6aChQTBOEhdp6TLrJuFmW+mswOhB3F2FUYVcZiN2HCBBw7dgw///yz4PjcuXOxd+9erFu3Dmlpafjss88wbtw4bN682eH9GIaBTCYdlT5z5kyEhYVxP4mJieX2OggCAFbsv4pP/rEmAuUVW0Qaa7GLCrbG1cXasdjdzrf0gQ3R2u6/qEAxQRCeQizSWMyMMEnCaGaw5fRN/N8fp1AsKkhMrtiKo0pY7CZOnIh169Zhx44dSEhI4I4XFxfjtddew+rVq9GvXz8AQLNmzXDkyBF8+umn6NmzJ2JjY6HX65GTkyOw2mVlZaFTp06SzzdjxgxMmTKFe5yXl0fijihXXl11XPA4t9iA6FCtVdiFaJB+txgAEF9NWtixC2FiRKDNOYdZsSTsCIKoQMSJECzicidGkxljfzhYek44llyxFYdHLXYMw2DChAlYtWoVtm7ditq1awvOGwwGGAwGyOXCaSoUCphLgzJbt24NlUqFTZs2ceczMjJw4sQJu8JOo9EgNDRU8EMQFcndUosdW8euerCaOxcTKi3sWGpFSgg7h1mxZZkhQRCEa9i32AldsfxEius5RYKxJOwqDo9a7MaPH4/ly5dj7dq1CAkJ4WLiwsLCEBAQgNDQUHTt2hXTp09HQEAAkpKSkJqaih9//BGzZ8/mxo4dOxZTp05FZGQkIiIiMG3aNKSkpHBZsgThaXKLSoVdqcDjlzjhu2WlSIoMsjlGrliCIDyF3iS9xpgZYfaro3hf6hVbcXhU2LGFhtlSJiyLFy/G6NGjAQArVqzAjBkzMHz4cNy5cwdJSUn44IMP8Pzzz3Pj58yZA6VSiWHDhqG4uBg9evTAkiVLoFDYt2oQRGWSWyrosgstcXOxodaEibAAFfo0jcE/J29KXpskYbFzlDxBBYoJgqgoFv97Cb8dvCZ5zmQWWuwELcVEY8XlT4jyw6PCjnHBshAbG4vFixc7HKPVajFv3jzMmzevvKZGEGVi78VsTP31qM1xVtjdKRV2YQHWj16oVoUFI9qg1qt/St5TylXryGJHvWIJgqgIrt0pwrvrT9k9L46xY9c9KSh7v+KoMlmxBOELPPbtXi4pgk+R3ogSgwlFessONlBtFXbi4sNipLNiHdWxc3W2RFlw1grRYDDglVdeQUpKCoKCghAfH4+RI0fixo0bgvtQK0TC23CWyWrJirUKu5wiq7ATx9SJW4wR5QcJO4KoBIoNJhy4fAcAoFLI0CwxjDtnrywPS4hWZXOMesV6DmetEIuKinDo0CG8+eabOHToEFatWoWzZ89i4MCBgvtQK0TC23DmDDAzjCD+btpvVu9FgajrjpFcsRVGlSh3QhC+zp1CPUYs2g/AUnC4UWwoFo9uizg7pU74hFIduyqFs1aIYWFhgix9AJg3bx7atWuHq1evombNmtQKkfBKnGWymhnAYGcMW+pJq5KjxGAWZMwS5QtZ7AiinLBX2wkAjlzL5X4vLHXHdm8UjUaxzkvtSFrsqPNElUGqFaLUGJlMhmrVqgGgVoiEd+LMFcswjN2kiILSFokBpa0W+X1kDSYzsvJKymmWBAk7gignMnJtY+tYTmeUrW2dRimXzIClXrFVA3utEPmUlJTg1VdfxRNPPMHVzCxLK0TAEpeXl5cn+CGIysJZGzAzw9i12BWUWuzY+GJ+H9mRi/aj3YdbcOoGvZ/LAxJ2BFFOOMoA4/Nslzou3zM0wNZaBzhzxbp8e+IesdcKkcVgMOCxxx6D2WzG119/7fR+jlohAtQOkfAs9lyxIzsmAbAUR7dXvDhfxwo7y6bUYGJw8kYuPt98FnsuZgMAfkuTLqNCuAcJO4IoJ1hXgyMm9ayPVx9s5PI9gzXSYbCOO0+QsqsM2FaI27ZtE7RCZDEYDBg2bBguXbqETZs2CTrc8Fsh8snKykJMTIzd55wxYwZyc3O5n2vX6IuQqDzsuWIVcstmhBElT0jBCjuj2Yx+c3fh883nuHOO6nMSrkN/RYIoJwp1zrMZG8eFQi53nAUbEWRtN2bPvatVWz+61QKFVj3WFZtbbMDmUzft7qCJsuGsFSJgFXXnzp3D5s2bERkZKThfllaIALVDJDyLPYudsnRNM4vq2EkRwAo7CQGoUZAkKQ8oK5Yg7oENJzKgNzEY2DweBTrnrtgwO65VPiqFVfiV2Ilp0SgVWP5MewCAXCbDmCUHuBp5bLmTMUsOIO1KDqb2aoCJPeo7fV7CNZy1QjQajXj44Ydx6NAh/PHHHzCZTNyYiIgIqNVqaoVIeCX2YuwUpf3cxXXsAEv7xFv5Ou6xVPKE+D7EvUF/RYIoIzqjCc8vO4QXfz6MnEI9Clyw2Lki7GSQoXvD6gCAWImuEyyd6kahU90odKgTiePv9MHA5vEAAHYjnHbF4uZbfTjd6XMSrjN//nzk5uaiW7duiIuL435++eUXAMD169exbt06XL9+HS1atBCM4We8zpkzB4MHD8awYcNw3333ITAwEOvXr6dWiESVxZ4rlnVCmBnGRtg90a6m4HGgxjZ5gqXI4DychXAOWewIoozwXQ6FeiMKXYixc0XYyWXA7GEtMGfzWTza1rXgeIVcxsW5iAsUa1QkFMoTZ60Qa9Wq5VK7RGqFSHgb9lyxchkbY2fbA1bcOSeQs9jZfkbYzFni3iBhRxBlRBxL4sqi5JLFTiZDeJAa7w2SLp9h/zrLv+JyJwFOWpYRBEG4gl1h5yDGLlRUh5NNnpDClc0x4Rxa8QmijPAXOYOJkcyKbRATzP2ulMscLmosZQ0zUZQqOxPDCCxGAS48J0EQhDPsW+ws/+67eAebT98UnBNb7LQO1iNXKgsQziFhRxBlhL8z7Td3Jy7eLhScf7ZLHSwb2557HBqgctoXFrC6NdyF74rlL5BaB6VRCIIgXIWNsXu6szATnF2zztzMt0n4ChKVbApS23cUkrArH0jYEUQZOcmrkl6kN2HH2VuC8xqlXLA7DXAS69avWRwA4IWudcs0H1Y0mhlLb1oW6kRBEER5wGbFakThHY4qOGlF655jV6zzBDTCOSTsCKIM7Dx3C+OXH3I4RimXC8Scs+KbXzzaApundHE5YUIMWwLKZGZwu8Aq7NjetARBEPcC64oVF0h35IkQd8nRqBTgD9co5fjl2Q4AyGJXXpCwI4gysHDnJadj5DJApZAjsrTg8H31Ih2OVyrkqBcd4pK7VgqFzBrAnFtsFXbFJOwIgrhHCnVG5JR6AsRizVH4SHSoRvBYrZBxBY0BSwxwSGmCBQm78oGyYgmiDNzMK3E6hl3rfn2+I7IL9GiTFO74gnuEFYTztp5HSo0w7nihnhZLgiDKjsnMoN0Hmznrv9j74MgVGxuqRXigCjlFlgLuKoUcSrkcBpPlXoEqBZfgRZvQ8oEsdgRRBviV1O3BCq261YPRrnaE01Zi94qCd//j6bnc70UUt0IQxD1QoDMKQjrErlhHFjuZTIYm8dbWd2qlHEqF0GLHCkVxDTyibJCwI4gykM1LTuATwssAK6NHtczY69FYRBY7giDuAXE3CbEr1tla1yjWKuxUCjlUvJ6wgWol10bRYDK7VNybcAwJO4IoR5KiArnfZahcZXcqI0/yeJHeRIslQRBlgmEYm4x/cW1MhRNvRFKkdV1UK+SC8QFqBTSlbfQYRrojBeEeJOwIohypGcETdpVssbNXtd1oZsjFQRBEmVh39Aam/HpUcCxG1MPaWe3NhPAA7neVQg4VT9gFa5RQKa2PxdZBwn1I2BGEm5gc7CjDAtTc75Ws6/DeoGS7JVUozo4giLLw3c6LNsfiwsTCzvE9alTjWeyUcih5rthmCWFQ8x7bCykhXIeEHUG4iaMdZbBGge4NqwMABresUVlTAgC0qx2BXS93lzxXbCBhRxCEexTqjLiQVWhzvHqIsISJsxJNNXgWO53RJCh30qluFBRyGefhIO/CvUPlTgjCTRwtPIFqJRaNagud0eyRHq38oGQ+JOwIgnCHG3eL0e2T7ZLrnXidceaKDeYllSnlcsF6lFIjDDKZDGqFHDqjmSx25QBZ7AjCDhduFeChL3Zi3dEbguMGBwtPsEYJuVzmEVEH2O9uUULCjiAIN/g97brL1jOxK3Z0p1oAgEEt4rljXz7REs93rYsOdSIEhYjZtZJ1xxpMlDxxr5DFjiDsMHfLOZzKyMOLPx/GwObxYBgGV+8UOWwNJm54XdnYs9iRsCMIwh3Cg9SSx5NrhNoc41vsXuxRH1N6NcDYzrVRo5rVBdu/WTz6N7MIPakOE2qlHNBRjF15QMKOIOzAb1ZtMJnx1bbz+HzzOTzaxn4v1yCNZyx1LCqFtEukWE+LJUEQrhOqlZYHy8a2tznG98Sy62Yir0KAGKnqSyrOYkdr1b1CrliCsAN/t3n2Zj4+33wOAPDLwWt2rwlSe3avJJPJJMUdxdgRBOEOUtn/7WpFoFqgrSWPX5cutLTvq7uwnhAdWezuGRJ2BCHB97su4dONZ7nH/5y86dJ1nnbFAhCUDmAhYUcQhDtIuUTtFSLmu2LDAsom7PjdJ4h7g4QdQUjw3h+nBI/nbjnn0nXBVUDYqSRiAEuouTZBEKVczS7C8eu5DsdIJU4wkE5s4Lti3RF2ASpr6Iq6tP8sxdjdOyTsCKIcCfRwjB0gTKBgd8FksSMIgqXLJ9sw4MtduHG32O4YKYFlrzY732JXLdB1YRfMi+NT8yx2x67fxaZTrnlJCFtI2BFEGZEq3VQVLHZ8VyzbCYOyYgmCEHP5tm3xYRY21u1/rRKsB10Qdu5Y7GpHBnG/85Mnxiw5gGd+PIi1R9JdvhdhhYQdQZSRhjEheK5rHcGxKhFjx3PFsrtnstgRBCFG7qAXGGux06qs64k9Vyw/Li7UBWG3eHRbdKwTic+GNeeOsevWrH/O4HaBHgDwyT9nsOvcbTy/NA238nVO70tY8Py3EEFUcV5+sCH0RjOXFcuiVsrxUo/6KCgx4qd9VwEAgaqq4IrluUUCSNgRBGGFn+2qFAm76zlF+GLzOYy9vzYXY8ffKNpzxeaXGLjfQ1zY3HZvFI3ujaIFx1iL3cVbVitikd6EJxftA2DxkMx/srXTexMk7AjCKWqFXDLTVK2QI1CtxAdDUtAkPhQhWpXDHXBlwY+xY0sTUPIEQRCA0LrGrldmM4Nj6bmY8usRXLxViJ3nbqNfszgAQmHHSBWgA5BXYi04XNY1UKrwO9/Fey6roEz39Uc86oqdOXMm2rZti5CQEERHR2Pw4ME4c+aMzbjTp09j4MCBCAsLQ0hICDp06ICrV69y53U6HSZOnIioqCgEBQVh4MCBuH79emW+FMKHENdvUivlkosOX0ANb5+Egc3jbcZ4AnLFEgRhD6OExW7ZvisY/NW/nLUsM6+Ec8VqFHxXrDT5JbadJNxFavPMP1Qo0a2CkMajwi41NRXjx4/H3r17sWnTJhiNRvTu3RuFhVZT7IULF9C5c2c0atQI27dvx9GjR/Hmm29Cq9VyYyZNmoTVq1djxYoV2LVrFwoKCtC/f3+YTPRlRrhPkV64gKgUcmglXKxSZUWqGnFhls9JsYFKCBAEIex1zVrEftxzxXacG67Y1knh9zwvZxY7Enau41FX7IYNGwSPFy9ejOjoaKSlpaFLly4AgNdffx0PPfQQZs2axY2rU8casJ6bm4tFixZh6dKl6NmzJwBg2bJlSExMxObNm9GnT59KeCWEL1EkcluqFHI8mByLl38/JjiuttO+y9MU8HbPMaEWYUdZsQRBAIDBbBV2rG7SiERV9RANZ7ETCC47rtiejaPx3cg2aBJv20fWVaQ65ph5z0deB9epUiaH3FxLwcSIiAgAgNlsxp9//okGDRqgT58+iI6ORvv27bFmzRrumrS0NBgMBvTu3Zs7Fh8fj+TkZOzevVvyeXQ6HfLy8gQ/BMFiK+xkCNYosXFyF9HxKvXx4eA32GZ714qtkARB+CcGk1UssbpJLOyigjXQsRY7F1yxMpkMvZrECNowuouUxY4fFsOfN+GYKvPNxDAMpkyZgs6dOyM5ORkAkJWVhYKCAnz00Ud48MEHsXHjRgwZMgRDhw5FamoqACAzMxNqtRrh4UJTcExMDDIzMyWfa+bMmQgLC+N+EhPtN3Un/A+xyZ9d2LRKoTu2ygo7nsUuvDR5Iru0fABBEP6NkZc8wVrENKK1LVij4FnsFDbjKwKp9ZTEXNmoMlmxEyZMwLFjx7Br1y7umLnUZDxo0CBMnjwZANCiRQvs3r0b33zzDbp27Wr3fgzDQCZVQRbAjBkzMGXKFO5xXl4eiTuCQ2yxY3eSGpVw4amqwi6fJ0yjgjUAwNWFIgjCvzEIhJ3lX7G1TG80C1yxUcFq3C7Qo3tDYYmS8kTKYmekvrFlokoIu4kTJ2LdunXYsWMHEhKsVa6joqKgVCrRpEkTwfjGjRtzAjA2NhZ6vR45OTkCq11WVhY6deok+XwajQYajaYCXgnhCxRKJE8AthY7tbJqxtjxqR5ieZ/fKdTBZGbsNvEmCMI/4FvBrBY7oagqMQiF3fqJnbHz7G0Mallxmf9SWbFGUbbG+ax8BKqViL8Hl68/4FGTA8MwmDBhAlatWoWtW7eidu3agvNqtRpt27a1KYFy9uxZJCUlAQBat24NlUqFTZs2ceczMjJw4sQJu8KOIBxRpLNNngC8x2LHJyLI4oo1M0BOEVntCMLf4Vvs2Lp0GlHWv85oshYoVsgRFxaAYW0TbVy25UmA2vbeRjMjEJ09Z+9Ap4+2VtgcfAWPWuzGjx+P5cuXY+3atQgJCeFi4sLCwhAQYFHk06dPx6OPPoouXbqge/fu2LBhA9avX4/t27dzY8eOHYupU6ciMjISERERmDZtGlJSUrgsWYJwB7HFjrXMiXeUVVXYNYoNwX+Z+ehYJxIqhRzhgSrkFBlwu0DHuWYJgvBPhBY7y7/itU3Hc8WKrXkVhVTXHpOZgVYpBzUTcw+PCrv58+cDALp16yY4vnjxYowePRoAMGTIEHzzzTeYOXMmXnzxRTRs2BArV65E586dufFz5syBUqnEsGHDUFxcjB49emDJkiVQKDzf3omo+jAMgyW7L2P3hWy82rcRiiXKnQBlr6he2Xw/ui1+PXgNIzpYrNpRwRqLsMvXA7EenhxBEB5FEGNXquzEHSX4wq6yNrCBdlqRSZU5cRRDT3hY2NlrTyJmzJgxGDNmjN3zWq0W8+bNw7x588praoQfcfJGHt5dfwoA0DguVND0GrC/sJ3JzK/wuZWF+GoBmNSzAfc4KliDc1kFuF1A+16C8CfMZgZpV3MQFaxB7aggAIBRZLG7eKsAqw6nC67TGUySvWIrkkAJVywgXRTZaGYk694RFqpE8gRBeJJb+VbBU6gzwmx2raxJeGn8WlUnWGv5mIuzfQmC8G3eXHsCP+27iugQDfa/bglNEsfYPfBZqs11JaKs2MogSO26HDGZGUh4bolSqmaQEEFUInklBu73YoPJNsaOJ+zeHdgUjeNCMbhFPF55sGGlzfFeYGNkdEYSdgThT+w6fxsAkMXbvEqVOxFjMjO4VWrhF3swKgqp5Al7GKgMikPIYkf4PfwG1sV6E0yiopj8HeuoTrUwqlOtyppaucBmsumMtBgShD+QmVuC6iEa8J2VbLkjqXInUuiNZtSPDka96sEVOFMr7lrsCPuQxY7wO5buvYLec1KRkVsMwFbY2dax8+5YDrZMi85Awo4gfJ09F7LRYeYWPLf0oCDBgLVyGc22nSdY5j7eUvD4oZQ4KCspecI9ix0JO0eQsCP8jjfXnMDZmwWYtcFSHzGf54otMphss2IrKcakoiBXLEH4D4t2XQQAbD6dJbDY/bD7MhiG4WLnAFvLl1YpF2xkxbU7KxK2r7UrkMXOMeSKJfyWolLLHN9iV6I3QS9ay5ReUubEHuSKJQj/Qc+3ZvGWrpl//4f4agGCbg6/HbwuuFallEOrVMBgsqyJFVmQWEygynU5wrc6ErZ4tymCIMqBfFHyRAGv12rzxGoI8PL0K7LYEYT/YDDa1qljOXLtriDxYMPJTMF5tUIusNJVVnFiwD1XrJFcsQ4hix3h9/AtdsfTc7nflz/dHh3qRHp9IUxtqTAtoRg7gvB5+MJNHIumN5odxqepFHKBlU5biZtafpJas4QwnL2Zb3fNEveQJYSQxY7we/jCjk+wVuk13SYcYbXYkbAjCF+HL+zELkuDyeywVIhKIRNY6SrTYsdnaMsaCA+0XyeUYuwcQ8KO8Hv4dez4BLqRfl+VsWbFkiuWIHwdfoydWADpjWYYHQo7OQJ5SQyeEnYmBlA42FRTHTvHkLAj/AqpNnb2LHaVVZizoqHkCYLwHxy5YnVGszC5QoRaKRckMWgqOb744dYJiAxSY2jLGoKOP+LuF2Sxc4xvmCQIwgV+2ncFn28+Z3M8X8Jip1bIERcWUBnTqnAoeYIgvA+DyYxj13PRLCHMbltDe9exiAWQropb7D59pDmMJjOUCrmgGkF4oAo386zdMygr1jG+YZIgCBd4ffUJQV9YwJI1xs+CZdn1aneHrgBvgmLsCML7eHf9Sfxv/m68t/6Uy9ecu5mPK9lF3GOxy1LvQoxdoNq15IluDasDAFokVnN5fq7AFkRWCISdMN6OsmIdQ8KO8FsYBijUGyX7JToK3PU2WHcKdZ4gCO9h2d6rACydclxl9OIDgsfi7FG90eQwK1atkAtiix1Z7L54tCXeHdgUC0e1cXl+7sC3UoYFqATnyBXrGBJ2hF/DxteJixC74/qo6pArliD8g/S7xYLHYgFkMDHQO3PFql1zxYYFqjCqUy1EBWvKOFvH8C12dUT9ag0k7BziO99eBFEGWGEXovXdcFPWnXLhViFlkxGEH1NiMCGvWLoKAGDpPCGw2HmwODu/tVm72uGCcyaKsXMICTvCr2ETJ0K0Knw9vBUA4KGUWE9Oqdzh77rfXnfSgzMhCKK8kcr0t0ehzoi7RQ6EnUIm6LSj9WCfbBmvH1qbpAjBOUfuZIKEHeHn8C12D6XEIXV6N3z6SHMPz6p84Qu75fuuenAmBEGUJ9vPZKHZuxvxx7EbKNY7D7XIKTIgp0gvOBYRZI0nVsnlUPIsZZ602OXyLIvx1YQVCijGzjG+638iCCeYGYYrTsy6YpMigzw5pQrBk4szQRAVB5ss8c66k0ipEQbAUn+TYaSz4HOLDTblTsICVFgz7j4oFTLI5TJBbJunChQDQHahtYKBQi7DhO718OW28wCopZgzyGJH+C0GE8Oz2KmcjPZe+LEqBEFULW7l6zB84V78ceyGW9fxLXSxYVpklZZyig7R2hT05VMosuwp5TLUjAzkrGIKXm9scVJZZXK7QGhZnNanIe6rFwkADmvxESTsCD9GbzRzwi7Uh4Udv3RLRWWwEQRRNj795wz+PZ+NCcsPu3Vd+l1rvbraUcG4fLsQAFCjWgDUbmT1i+t18h/LZFVrU8h20SGLnWNI2BF+i8Fk5iVP+G5Ugkohxx8TOwMAivXS7dMIgvAMuQ6yVB3Bd7XqjSacvZkPAGgYG+LQYidGXNqpKhdmZ+dGMXaOIWFH+AVSmWMWYcda7HxX2AHW4ONCvYncGARRhVCIQiXySgxY/O8l7rE9o5leIOzMOHOzAIBF2LlTh1Mpev5qgVXLe5FcI5T7nXUN0xrmGN/+NiP8lk2nbmLfxWzMeKgxFHKZZCCx3sQIyp34MnyL5LmsAjSKDalybhaC8EfEcWyvrTqOP45lcI/ldj6nfGGnM5o5V2yDmGC3LHbi5++XEoctp7PQpla4nSsqh9+e74gFqRfx9oAm3DG23Ri5Yh1Dwo7wSZ758SAAoGmNUAxpmSBZbV1vNPlFgWLA4m4JUClQbDCh7xc7Mb57XUzv08jT0yIIv0fs+tx46qbgsT3PKL+Wm95oxu1CS7JBdIjWPYudXDhWqZBj7uMtXb6+omhbKwJtawnr11ktdiTsHEGuWMKrSb9bjMX/XkKRndixm3mWTDGpPqn+khXLwhevX2274MGZeDczZ85E27ZtERISgujoaAwePBhnzpwRjGEYBu+88w7i4+MREBCAbt264eRJYXFonU6HiRMnIioqCkFBQRg4cCCuX79emS+FqAKoRMJKHDZiMDE4k5lvc53eZM1uLdAZOQteqFblnsXOi7LmWRFMFjvHkLAjvJr/fb0b764/hU//OSt5nk3dl+qTajCZberY+TL+8Borg9TUVIwfPx579+7Fpk2bYDQa0bt3bxQWFnJjZs2ahdmzZ+PLL7/EgQMHEBsbi169eiE/3/oFPWnSJKxevRorVqzArl27UFBQgP79+8Nkop6+/oQ4xk4qMaDP5ztsjvFdsXcKraVBgrVKqO2ItZEdk9AoNgS9msRwx7ypLzZbuolaijmGVnrCq8nMKwEAbDuThbdKYzHMvIWR3eE9tzTN5lp+uRN/ED2hAb5vlawMNmzYIHi8ePFiREdHIy0tDV26dAHDMPj888/x+uuvY+jQoQCAH374ATExMVi+fDmee+455ObmYtGiRVi6dCl69uwJAFi2bBkSExOxefNm9OnTp9JfF+EZVCJfqyNj1PmsfJjMlgQJftzw7QKLZyJIrYBCLrNrsXtvUDIAYPpvR7ljVTkLVgw7V2op5hjvkeoE4QD+2lRssFo8WDfDyRt5NtdkF+p5FjvfFz2RvNZBAGWWlRe5ubkAgIgISzzQpUuXkJmZid69e3NjNBoNunbtit27dwMA0tLSYDAYBGPi4+ORnJzMjZFCp9MhLy9P8EN4NwqeK9ZR39divQlDv96NPp/vwMkbuQJxw4pBdh1zZoXjJ2R4UwFzNh6Qyp04hoQd4RPwF6pCUbydIwHjL+VOACAySFic+Ga+Dh9v+A+pZ295aEbeD8MwmDJlCjp37ozkZIs1JDMzEwAQExMjGBsTE8Ody8zMhFqtRnh4uN0xUsycORNhYWHcT2JiYnm+HMID8IWVo9ixY9fvIq90veo3dxeOX79rMya4dB2rIeqtCgBN4qxlQ/hhfeLkiaoMmzxhIFesQ7znf5QgHMB3JxTprBY7ncEsWepEjD9Y7KJChBa7+dvPY/72Cxj1/X4Pzcj7mTBhAo4dO4aff/7Z5py4nAzDME5LzDgbM2PGDOTm5nI/165dK9vEiSoDf+1ytFalXc0RPN5/OcdmDBtS0rtpLHesTvUgfPpIcywd2447xn+PeVXyBBtjR65Yh5CwI7wWfq9E/kJVoLNa7HRGk1Nhp1LIoFX5/kdBbLE7dOWuZybiI0ycOBHr1q3Dtm3bkJCQwB2PjbV8qYotb1lZWZwVLzY2Fnq9Hjk5OXbHSKHRaBAaGir4IbwbgbAz2E+cOZ0hzIzNLo2r48NuUDvWieTd04yHWycgktdOkB+64sl+sO7CZhBTVqxjfP/bjPBZ7hRZM8H4WVJFPMFXYjBLZsT2aWr98tQoFX5RrDcyWGixyy60/WIgnMMwDCZMmIBVq1Zh69atqF27tuB87dq1ERsbi02bNnHH9Ho9UlNT0alTJwBA69atoVKpBGMyMjJw4sQJbgzhH/DD6hxtQktKRR/rus3mZcKysBY7fvLEbQkBKBdY7LxHBljLnZAr1hG+H1hE+Cw5vIUtr9hqpePH2JUYTJI17OLCrDEozRLCKmiGVQtx5u8diS8Gwjnjx4/H8uXLsXbtWoSEhHCWubCwMAQEBEAmk2HSpEn48MMPUb9+fdSvXx8ffvghAgMD8cQTT3Bjx44di6lTpyIyMhIRERGYNm0aUlJSuCxZwj/gW58cCTs2YSAiSI2beTrJBAKpWGGpewqSJ7zJYseVOyGLnSNI2BFeSw7PYsdvpL36UDr3e4kdV2yQRoFRHZOw7ugNfDAkpWInWkUIUAk/7lQyoGzMnz8fANCtWzfB8cWLF2P06NEAgJdffhnFxcUYN24ccnJy0L59e2zcuBEhISHc+Dlz5kCpVGLYsGEoLi5Gjx49sGTJEigUisp6KUQVwMzwhZ19V6yhNAksPFDNFV4XU5ZYYYU3JU+UWhf1Rlq7HOHR/1FXKrjzee655yCTyfD5558LjlMFd/+EH2NXbDBBbzQjM7cE647e4I7/evA63l1/0ubaII0S7w5KRtobvVA7KqhS5utp2tQKR+skz/Z/9AUYhpH8YUUdYIn5fOedd5CRkYGSkhKkpqZyWbMsWq0W8+bNQ3Z2NoqKirB+/XrKcvVDjKLWYM7GRYjKFvHRqqybghCNfbuNt5Y70ZS6mB0JYMLDws6VCu4sa9aswb59+xAfH29zjiq4+w9FeiP+PJaBAp3RJoA2r8QgsOIBloVy94Vsm/sEly56ci9yQ9wrKoUcK1/ohPcHJzsfTBBEpSC02DkQdqVxZY6EHd+tWiPctuQJiyB5wquEnUW4ulLpwJ/xqCvWWQV3lvT0dEyYMAH//PMP+vXrJ7iGKrj7F6+sPI71R2/gwaaxeKhZnOBcsd5xBqxMZg1UDlL7bxSC1BfDqRt5aBJPGZYEUdnwEwGk4oFZDC5Y7FS8pIkvHmuJ0Yv346Ue9W3G8Te03lTHjq1eUOIge5ioYlmx4gruAGA2mzFixAhMnz4dTZs2tbmmrBXcCe9kfambdcPJTJt+gYV6o8MPfDDPNRHkwE3h64QH2n4xPDR3J7LySzwwG4Lwb/j10x25GPnJE/bgd5xoGBuCPTN64LF2NW3Gyby03AlZ7Fyjyny7SVVwB4CPP/4YSqUSL774ouR1ZangrtPpoNNZg0+pLY93Ig7+L9SZnAo7ttNEsB8LuzA7PWOvZhchOkRbybMhCP8lv8TAJUUAjgULO86RsFO76Fb11nInrMXOUb0/ohwtdq+99hrGjBlT5uulKrinpaXhiy++wJIlS9yuM+aogju15fENxCnvRU4sdoFqa2BxkMZ/Mw8D1NKv3ZuagRNEVeHanSJM+fUITme4ZyA4eSMXLd/bhN/TrIl+jix2bEyxlMWdxVWRxv+oe1fyBFnsXKHchF16ejouX75cpmvtVXDfuXMnsrKyULNmTSiVSiiVSly5cgVTp05FrVq1AJStgju15fENxMkTFoud/Q88f5fqz67YAJW0sPOmWBuCqCqM++kQVh1Kx5Cv/3Xruum/HbNZwxzH2FnOhdqxuANCV6wj+GuhN23oKMbONcptJf/hhx+wdetWt65xVsF9xIgROHbsGI4cOcL9xMfHY/r06fjnn38AlK2CO7Xl8Q2MJuEi+O2OC8grsdSzqxZou/jxl1Ct0n8tdvbap5GuIwj3OZ5uiQ13tKmU4pSEhc+RJYoVfeJC43xctb7xvVn8LhVVHbLYuYZHzRbOKrhHRkYiMjJScI1KpUJsbCwaNmzIjaUK7v6J2BV76OpdZOZaEgDiwgJwt8ggOG/mjbfnjvQHtHYsdt/tuIgPh6Yg0I8zhgnvZsfZW5j++1F8/L9m6NYw2tPTcRtHrlh96UZWrZAjQKVAsYTVSl0mV6z3CDuxxa5Yb4JGKferslWu4PYK/t577zk8/9Zbb7l8L1cquLsCVXD3T6Q6J9woFXZN40NtYl5UCjnG3FcbDBhUD9HYXOsvaJRyQekXljVHbqBaoBrvDLTNPicIb2Dk9/sBAKMXH8Dlj/o5Ge05zHZaYh28nCN5HLAmDCgVMgSqpYWd6zF2PIudFwk71mJXYjAj/W4x7v94Kx5KicOXT7Ty8MyqFm4Lu9WrVwseGwwGXLp0CUqlEnXr1nVL2DHibxYXkIrjYyu4z5s3z+37Ed6JTAabcid8AlQKrBl/H2Zt+I8rUGwwmfHWgCaVNcUqi0wmg1Yp/cWw96JtMWeCIMoXqc8eAGw8ddPuNaz7USmXI1CjQHZpHX+1Qs5Z81x1xXq7xU5nNGHpniswM8AfxzLw5RMenlgVw21hd/jwYZtjeXl5GD16NIYMGVIukyIIZyjlMpvAYz5alRwtEqth+TMdUOvVPwFYXRmExRVt78uFIAhbzGYGS/deQfs6EWgUe29x2UV69z977HqnlMsQyOv7HBWs5jwVrlrfZF7bUsxisTMzoLqbDigXqR4aGor33nsPb775ZnncjiCcopDLBD0WxUhlfhpI2HHYy4wlCEKafZfu4O11J/Hg5ztxu0Dn/AIHFJdB2LEoFTJBjHAUL6xE5WIihKBXrDclT/ASv9h4asKWcvsfvXv3Ltc5giAqGqVc7tBip5EUdu67/n0Ve5mx7taLJAh/gd+HesMJ6eL3rlJkMJb5WpVCLugWERVsFXaudpHgD/OuGDvrXKV6gBMW3HbFzp07V/CYYRhkZGRg6dKlePDBB8ttYgThCIVc5jTGjuW1hxrhw7/+w6z/NauMqXkF9jJjSdYRhHMKdWUXZkDZXLEsCrkMBt6mll+wuCx17Lwpxo42nq7htrCbM2eO4LFcLkf16tUxatQozJgxo9wmRhDHr+dizZF0vNijvk0bLKVcxlngGsQE4+zNAsF5vnB5tktdPNkhicp48LDniqV1kyCk4XsI9PdYR+1eXLEquVxQw5NvfXe1Jh3/c+5NdewI13D7m+7SpUsVMQ+CsGHAl7sAAKcz8tChTiSe71qXO2ex2FkW2gebxqJmRD42n7ZmlAWohYsViToh9ur4kbAjCGn4HgJ78brL9l7Bkx2SnN7rXix2SoUwvpgvzMpmsfP+D72jFqL+CH3bEVWSAp6rY/eFbOy+kC2ouM7PilUq5GieECYQdv7cWcIVNHb+PjJyxhKEJHwtp7Mj7N5YcwLRIRr0bhrr8F5F+rK7cpUKGYw8kckXdr4eY2cPg4mBWklrF0u5/Y9+/fXXTosXE4QrMAyD7p9utzl+LsvqbpXLZZw7QqmQ2bgTwoPsN8om7CdPEAQhjcBiZ7RsKqUKDaddsRYZZhhGsl7rPWXFyuWCrjv8TZqrblV+pwZvirGzB1U8EFJu/6MrV67EkiVLyut2hB9TbDDhVr5tOQH+MYaxthRTym2FXeM46v/riAw7pQKoMw9BSCOIsTNZhJlUz1J2XWIYBo8u2Iv/zd9tIwAduWKdlSJS8OKLAUCtcF+kyby03AkAzH28pc0xEnZCyu1/dMuWLbh48WJ53Y7wY3JEPV5ZLt6yWuwMJjOXGaaQywXCLiE8wCbZghDCNi63geJUCEISk0TyhJRLlRWA+Toj9l++g0NX7+JGbrFgjKPi4G/0b+x0Lm/0s4wZc19tgUhTuhgvxx/lbTF2A5vH22zcqfi8EO+S6oTPkV9iwIOf78CkFdaOJjmFesmxF24Vcr8bzQznGlEpZIKd6r1WhfcHXnygnqenQBBeBV/YsRYzKYHGjjPwrHliC52jGLsQrfNNad+UOOx/vQfeFIlAV+Pl+PZDb4yxm/d4SwxoHs89vtcsZV+jzMkTp06dwtWrV6HXC7+EBw4ceM+TIvyH73ddxn+Z+fgvMx+fP2Yxsd8ttdjxeyCKMZjMXGaYQi4TFK6MCqb4Omc837UuOtaNxP/m7xEc9669O0FUHlIWuxIpYVcaU8d30+YWC70QjlyxIRrXvpajQ7QAylaTzsRbV70xxq5edDDmPd4S2//LQr7OSMXnRbgt7C5evIghQ4bg+PHjkMlkXGAoaw42maj/JOE6289mcb/rjWaolXKuwnuD2GCcSM+TvM5oYgS9E/m7Tn72LCGNUiFH66QIm+PkiSW8CbOZwbH0XDSKDbFbdLu8EMbYscJOIsbOZCvs7orCS+x5JQD31y9+XKzCxSBZ/mvxRmHHolLKAR3F2Ilx+3/0pZdeQu3atXHz5k0EBgbi5MmT2LFjB9q0aYPt27dXwBQJX2LfxWy8sCwNN/MswfvpOdbYE7aa+91SYZdQLRALRrTGdyPb4IvHWgjuYzSbecJOLlicgjUUX1dWSNcR3sRP+65g8Ff/4ukfDlb4c0lZ7HRGW0MGuy7x3YP8dmQAkCWRHMbiiiuWT1k2YyaBsPPeTz07d3LFCnFb2O3ZswfvvfceqlevDrlcDrlcjs6dO2PmzJl48cUXK2KOhA/x6Ld78feJTLz482HojCbc4jXTZmvX3Sm07G7Dg1To0zQWvZrEIDJII7gPP8ZOXO4kmCx2LvPVE60Ej6nIJ+FN/LDnCgBg1/nbFf5c0q5YqaxYW9GXK7LYORJ27q5f8jJ8ZvkWO2/+zLMberLYCXFb2JlMJgQHBwMAoqKicOPGDQBAUlISzpw5U76zI3yWfZfu4MbdEvBLPOWVWBY/dndbjdcDMUJUl45hgH/PW5pAK0VZseSKdZ1+zeLwWNtE7rH3LvGEPyJVRw6omJACoyB5wr7Fjg330oksdkev3cXCnRdhMjPIypMuNwQAQXa6wpQnRh+JSVNzws43Xk954fY3YHJyMo4dO4Y6deqgffv2mDVrFtRqNb799lvUqVOnIuZI+CjX7hQJHheUCF2x4YFWl0Skg4QIhaiOnavBx4QFfrFSL968E36ISaL4L1AxGxR+gWJxjF3bWuHo0zQW7/952mqxM/CFnQGDvvoXABAVrEFeiXRWbOO4UIS67Yp1/9XyX4s3w1rsfk+7hugQDWpFBXl4RlUDty12b7zxBsylb4r3338fV65cwf3334+//voLc+fOLfcJEr5FQngA9/ul24WCc6wrlq1jF86z2PF/FyNOniBXrHvY+W4kfIy8EgOm/HoEO87e8vRUyg2znTevlHsyt9hgk53qDkYHWbFalYLrv2zkkies1jx+cfXTGZaEMLVSLkh22DS5C/6Y2Fmw0XKFsngojHYsnd6GqrSN2K8Hr6ObRLcif8Xtd0SfPn243+vUqYNTp07hzp07CA8P92pfPVE5hAeqcb00YeJKttBiN/aHg/hgSDLPYmcVc45a5Yhj7NwNPias0GfYd5mz6SxWHUrHqkPpuPxRP09Pp1ywZ3gSCzud0YQen22H3mjGjpe7C8I8XH8u26xY1t2qUSq4Pq1miXInx9Pv2tyverAGtwp0XOyeWOi5yuAWNbDhRCY61ol0+RqTrwg7UUYvwzC0hqGcChRHRETQH5NwCX720u0C2wDi11efsFrsglwTaEq5XGixI1dsmaFPse9yVbSR8gXsChTRG/lukQG3C/TIKzFiwY6ydUhybLGTc2KSHce32N3Ms651d0pLnYQFqDgxCJQtCQKwCMLvR7fFM11cD4XylZg0sbC7XWC/jIw/4b0FbAivhL/YZRdKZ4axNZ7Eu+o3+jVG66Rwm/EKuUzQ75CSJ9zFNxZ5wjH23JbejL0YO7Hhi7+hPHezAGXBJJE8wcbYaZQKrp0XO04nkTELWENNgrVKKNxsBxZYTokVvhJjJ+6awW876c+QsCPuiQKdEaMX78dvB6+5NF5gscuX3l3ll8baiePqnr6/Dla+0MlmvEoh44qCAmSxcxf+d6PvffUTLD7ifRNgNytWZLLjl8PILS6bVUfKYsduVLUqORRyy9epUaJAMR826z9EoxTE0ylcsNhtm9bN/YlL4DMxdiIxLI7b9ldI2BH3xILUC9h+5ham/37M6diVaddxI9ea5s9a7GJCNTZjZTKLq8IVFHIZaoQHoEFMMJonViu3Xa0/4iuxN4Qt/mSxE2skvuuxrAkUZolesazFTquyxtjtuZiNjzf8J1kKBeAJO61SME9X4utiQrVlmruYhrEh5XIfTyOOvc63k23sb5Bpg7gnbjkotClm6m9HBY/ZeIg6UcGCGBTAIupcDSRWyi1Bx3+/1AUyUAKAu/C/G31lJ0/4B/yNCMN7I4tXAL7FTtzey1UcxdhplHJBjNz87RfwYo/6kvdhQ02CtUpBPbmKbonG5/F2NVGgM+K+ulGV9pwVgTjGzp6Y9jfK1WK3Y8cO5ObmluctiSpOeQThNogJtjnmqLyJGFYAKuQyt0sFEADDc8Dac20R3o8vWuz4L4n/1pXLZNAbzZi96Sx2n7/NZbECZbfYmURZsQzDcO5WvsWOZe6Wc5L34WLsNCoYebFuGgeZ/+WNSiHHuG710DyxWqU9Z0UgjrGz5/72N8r1ndStWzfUqVMHn332WXnelqjCGF0MwnXk4qsfY+sWEHeacATt0u4Nstj5Bz6o6yQTGgCLKzb17C3M3XIOTyzch0NXcrhzOqOZs7S5g/izYTAx0PGyYhVu9lwNEVnslArbr+NIN9ZBf8TWYkfCDihnYXfp0iWsXLkSt29XfN8+omrgamsaR7386kfbWuyiQ2zj7lg2Te6ChSPbcI/pw1x++Eq2HGGLL1rs+DF2JlH/0/Qca3mXvRezBdeVxR0rtmbrTWaUGFlXrMKl5Ac+IVql043Uw20S3Jukn9EqqZrgcVkEuy9SrjF2SUlJSEpKQrdu3crztkQVRu9i82VHwi4hItDmmCNhVz8mBPVjQjCsTQLOZRVIlkAhXIf/1UIWO9/FF/9r+WKLv8mUy4AsXvxvoU74hZ9bbEBsmDURIadQjym/HsEjbRLxUEqc5HOJvRM5hXqupIlWJbdxxTrDlbJMZa1t5y882rYm+jWLxw+7L+OTf87YLTHjb7htsRs9ejR27NhREXMhvBCjy8LO/reK1AIX7UL216yHm2P1uPtszPGEe/ANOSYzA5OZoVg7X8QH/0v5FjuDme+KlQkSsor0wmxJtrsNYHnPf7LxDLaduYVxPx0CAPyw+zL+OHZD+Fyiz8TOc7c5i51WpXC7a0SwxnnWP4UMOydYo+TiEyksx4Lb34j5+fno3bs36tevjw8//BDp6ekVMS/CS3A1ecKRAAxSK7FtWjeM7lSLO+bIYkeUL/zkiRKDCb3npGLYgj0enBFREZjtuC29GfGmhP97Vr61tFKhXviFz5YcuZlXgtbvb8LyfVe5c5duF+LtdScxYflhwTWsNbtWpMXDsPW/m5yFSKOUu1RgmI8ryRJksXMNTWlGMYXlWHBb2K1cuRLp6emYMGECfvvtN9SqVQt9+/bF77//DoOh7A2WCe+E72J1JN7suWyD1Jadbu2oIDzLa4njTvIEUX7czNPhwq1CHLySY2PlILwbvrBzFBrhrfBfk8nMICuP74oVvpezS0uOfLvjok283R1eRxxGQgz3bhoLANh1/jaXYatRKpyKMLGrNqVGmN2xcaVu4j6lz0U4xmqx8733dVkokw8rMjISL730Eg4fPoz9+/ejXr16GDFiBOLj4zF58mScOyed5k34HvyYrA0nMzHq+/3IyisRjNEbzZjyy1HxpQAstZxY4ngxLyTsKhE7xpts6rvoU/D/m12NjfUm+DF2NhY7kbBju97oJYQA/09jNNsKu6bxoYgL06LEYMa5LEsLK5VCDqXc9ut0ePua2DK1K94d2FSwcZ3SqwHCHaxxW6Z2xfZp3ZDME39kvLMPK+woecLCPQUnZWRkYOPGjdi4cSMUCgUeeughnDx5Ek2aNMGcOXPKa45EFYa/S56w/DBSz97CKyuFXSiW77uC/ZfvSF4forXGmchkMswf3grT+zRECy+vr+RN2HPK3S5wvfg0UfXhe18NVcCyoTeaMer7/fhq2/lyuR/fWmNiGBTx3K9FIlcs2/VGqlwT37LJisXNp27ifKmIU8rlaJ5QTXCNWimXjLFTK+WoWz0YozrVEhQgdtYdJ1CtRK2oIMExcsvaR0uuWAFuZ8UaDAasW7cOixcvxsaNG9GsWTNMnjwZw4cPR0iIpR7ZihUr8MILL2Dy5MnlPmGiaiG14913SSjiHPXvE/d17WsnI42oOOpWD5I8fqeQLHa+BP+zWh6Fxe+Vv09kIPXsLaSevYXx3eu5fT0jKt9SzLPWmM2MwMIlzvZmrdF6o+3fwSxKyDh0PgdP/3iQO6aQyxAZLLS2qRQyaWHHS+zix+BpytBlghIp7EPJE0LcFnZxcXEwm814/PHHsX//frRo0cJmTJ8+fVCtWrVymB5RlWAYxqZdl3gnzB67XaBDVLAlAcJR/z5XUv6JiuXp++vgdEY+/jyeIThOrljfgv+lJ7Uhq2zsuc1KDCYYzYzNpk+M2J3Mjwk1MQxkEtpVrZRDbzRz1mipWEO+Xjxw6Q7G/nBQcF4pl9kUDlYp7FvsuDE8V21ZukzIbBqlESwaZanFjsqdACiDK3bOnDm4ceMGvvrqK0lRBwDh4eG4dOnSvc6NqEIYTWYM/no3nuYtcpm5Jbh6p0hy/My//oPRZMb45Yew6rD9zGlnizdR8WhVCsx4qJHN8duF5Ir1Jfhfep6KsXv/j1OYvfEMAOmezmYzg75f7ES3T7YLSpKw/HrwGj76+z9BOy+WPF6rMIaRrtvHxvGyPa6lhB3/mFjUAYBCIUNksDBrX6OUrmOnsmexK4uwI11nF42qNMaOLHYAyiDstm3bJpn9WlhYiDFjxrh1r5kzZ6Jt27YICQlBdHQ0Bg8ejDNnznDnDQYDXnnlFaSkpCAoKAjx8fEYOXIkbtwQ1hfS6XSYOHEioqKiEBQUhIEDB+L69evuvjTCAcfTc3H02l1sPn2TCyL+budFu+NPpOdi+5lb+PNYhs25jnUiud9J2FUNpAK/yWLnW+gErtjKF3Y37hZj4a5LmLv1PPRGs6BTA5tRX6g34tLtQtwu0GHBDtv15eXfj+Gb1AvYfvYWbucLNx6u9IBNCA8AAFy8XYgDl+9I/h2cxWkpZDKb5C5XLHb8lmGshYnFkZs1qbS8SreG1R3Oy5/RksVOgNvC7ocffkBxcbHN8eLiYvz4449u3Ss1NRXjx4/H3r17sWnTJhiNRvTu3RuFhZaYrKKiIhw6dAhvvvkmDh06hFWrVuHs2bMYOHCg4D6TJk3C6tWrsWLFCuzatQsFBQXo378/TCZS7+UF/0uedelcyZa21gGWuLpCiXIZjeNC8QivTU4wuWKrBFJfShRj51vwXbGeEHb8sA2DyQz+XqKkVEzxXcQn0nPt3uupxQfwwGepgmOuCLsGMSFc4/tVh9Khl4g1dOamVkrE2NlNnuCJOTXPYqdVCb96pTZWLCue7YAZfRth1v+aO5yXP8Na7Ch5woLL36p5eXlgGAYMwyA/Px9arbU0hclkwl9//YXo6Gi3nnzDhg2Cx4sXL0Z0dDTS0tLQpUsXhIWFYdOmTYIx8+bNQ7t27XD16lXUrFkTubm5WLRoEZYuXYqePXsCAJYtW4bExERs3rwZffr0cWtOhC1Hrt0VBA8X600IVCtxU1TWhI/eZMbpjHyb42Yzg9q8bK8QsthVCaTcSMUS8ZOE9+Jpi52jOnrFehOCNUrBHMUlSsTJEmJcEXZqpRwDmsXh6LW7KNQZJWtvOhN2CrkM1QJtLXZS81PxLXZy+xY7R8WN48IC8FzXug7n5O9Q8oQQl79Vq1WrBplMBplMhgYNGticl8lkePfdd+9pMrm5lh1aRESEwzEymYxLzkhLS4PBYEDv3r25MfHx8UhOTsbu3bslhZ1Op4NOZzXj5+Xl3dO8fZ3PN58VPGZ315l2hF1kkBrZhXrsv5Rtc87MMKgfE8I9pt6kVQMF74ulYUwIztzMF2QZEt4NwzACweIJywb/+fVGs+Axm0jBPyZOunIWF+iSsFPIufCPQp1RUuA6ex6F3NYVq1bIJUunaOxmxQotdO62IyOEcMkTRrNkkp+/4bKw27ZtGxiGwQMPPICVK1cKxJdarUZSUhLi4+PLPBGGYTBlyhR07twZycnJkmNKSkrw6quv4oknnkBoaCgAIDMzE2q1GuHhwkbwMTExyMzMlLzPzJkz71mE+hPiRaxYb4LBZLZb56x2VBCyC/X4L9PWYmdihNlumbn2rX5E5cGPd0quEUbCzsdgGODtAU3w7vpTADxT7oT/ftKb7Ag7nqgqEFnsnFnScoudd0pRKeQIKl1/CnRGSYGrc/K+V8hlNrHBaqUcjETpFJXS+rlSKexnxVK/63uDFcoMY3kPiS2i/obLwq5r164AgEuXLqFmzZrlrognTJiAY8eOYdeuXZLnDQYDHnvsMZjNZnz99ddO7+dItc+YMQNTpkzhHufl5SExMbFsE/cDYkO1gsclBhNu5evAMBYXntjqFlctALiSI1kKhfVWNE+shqPX7qJfM6pbVxXgWxNSaoRi5SHnX3CE9yCXy/DUfbWx9sgNHLl2t8ILFH/yz3/Ye/EOlo5th0C1EncK9Xhq8QHuvN5oFogqVvTxg9/FFjtnVkZXLHYqvsVOb0SJRLC9M4udUi63iZFTKWQwmqVi7KwCgx/uYOOKJYvdPaHl/T1LDGaoFXK/ttq5JOyOHTuG5ORkyOVy5Obm4vjx43bHNmvWzO1JTJw4EevWrcOOHTuQkJBgc95gMGDYsGG4dOkStm7dylnrACA2NhZ6vR45OTkCq11WVhY6deok+XwajQYaDTWZdxW1aHdZYjBxbtjoEA1uiKxu0SHCv+3j7RLx8/5rAKxteX56uj0uZBWgWYL9folE5aFRKjCiQxL0RjPnKieLne/BBvNXZIwdwzD4atsFAMAfxzIwrE0iPt14RmCBM5iE5UrYeE49L+GtQGfE7vO38fOBa+jVJAatk4ReGTGuCTsZZ7Er1Jkka+mtTLNfngmwWOzEokGpkEMpYQVVKRxb7GpFBuJydhH1hL1HVAoZZDKL4aDv5ztQKyoIPz3d3m/FnUvCrkWLFsjMzER0dDRatGgBmUwmGSgqk8ncykRlGAYTJ07E6tWrsX37dtSuXdtmDCvqzp07h23btiEyMlJwvnXr1lCpVNi0aROGDRsGwNLq7MSJE5g1a5bLcyHsI94pFxtMXMZkQnigjbATu24HNIu3EXbBGiWXnUZUDf5vsCUEIu1KDgASdr4I6xqsyDp2t3hlSNhadOL+0QaTc4sdAEz4+TDuFOqx/ugNbJvWzeHz5rmYPBGksVh3CnRGSffumZu2ISR87MXDSSW28jfF/OvYFli/PtcRW/7LwuAWNZzOnbCPTCaDRilHicGMG7kluJFbguxCPVck399wSdhdunQJ1atX534vL8aPH4/ly5dj7dq1CAkJ4WLiwsLCEBAQAKPRiIcffhiHDh3CH3/8AZPJxI2JiIiAWq1GWFgYxo4di6lTpyIyMhIRERGYNm0aUlJSuCxZ4t4QL34lBjOu51hK3iRGBNr0gRULuyieBc/sJLON8DwBpV86Um4qwrthrUbl3Xliw4lMrD58HbMebo6LvBaC1+4UC56XRWc0CzIY2feaTiQ4+SV3nGU8uu2K1RnLlLxlT9hJlSzhCzv+M7ExYdGhWjzerqbbcyBs0SgVgjXrRHouOtSJFPTo9RdcEnZJSUmSv98r8+fPBwB069ZNcHzx4sUYPXo0rl+/jnXr1gGATZeLbdu2cdfNmTMHSqUSw4YNQ3FxMXr06IElS5ZAofC//1B3yMgtxp4L2RjUoobdxWrVoetYtEso5osNJlwtrWFXMyLQ5ppwUSkAfvsdEnZVn4DSBuUlVO7E51Bxrtjy/Rw+vywNABAXdhYNY61Z7xdvFwCwDecwSCRPmM2MwxI7BQ5aEwKuCbuM3BLOFSsVA+wK9uLhpA7z69iZeSKyLJ0nCMeI/6ajFx9AUmQgUqd399CMPIfbRcR++OEHREVFoV+/fgCAl19+Gd9++y2aNGmCn3/+2S3h56wuUa1atZyOAQCtVot58+Zh3rx5Lj83AYxZchCnM/KQkVtitwn3lF+P2hwr0Zu4VmI1IwNszvMtdgq5TCD0PNTJiHADzmJHNaF8DlZguRpjdyW7EMv3XcXei9lY8lQ7hIus8WIuZxdyrk7AvsVOKnniyUX7sPuCbYkkFmcFs00uWN96N4m55243QXaul4rn4m+Y+fNTUxZsuSNlmbuSXeSX5U/cfnd9+OGHCAiwfJnv2bMHX375JWbNmoWoqChMnjy53CdIVBynMyz1+xbtugSDyYy9F7PtNubmU2I0If2uZcFOCA/EB0OE5Wn4wi48UA05b3FzRagTnoXN+DOYGI8UsiUqDneSJwp0RnT9ZDsW7LiIo9dzbSz3UugMZhTqrGtITqkYc2axK9KbHIo6ALhb5Nwi54jRnWohuUYYNHa6RLhKSGm3HHczWU28tc/fhEZlYM8K6o/dKNwWdteuXUO9ehbrzpo1a/Dwww/j2WefxcyZM7Fz585ynyBR8dwp1KP+63/jsW/34uvtF5yOL9abOLdHeKAKw9sn4ZHW1mxmth8jYBsXYyJhV+Xh73xdEfqE98BmabryZSeuMcmPR9t17jaGLdiD81kFgjE6o0nwmc8vTVAQayCxxS63yHn7ujsujAkLUNmISJYGpdneMpkMQeqyh+mwAsJRtwgW/moXQu0TKxRx0WcWcQcTf8BtYRccHIzsbMvOauPGjVyCglarlewhS1Q9rt0pKm0LZru4ncm0tI5buvcKPvjzlOAc+6VQpDchv8Qi7EK1KgDAq30boXvD6vjmyVYCYSCuReWKu4TwLBqlHKxBgRIofAuVGxY78WeVX7vtyUX7sP/SHYz/6ZBgTInBbBMnd7dYb5PtailQbB1324W+xDkuCLsHm8Yi1I6AighScb/fizuWtbYpXLC68fexHetE4qn7auHDISllfm7CPvaKEvMtyP6C28KuV69eePrpp/H000/j7NmzXKzdyZMnUatWrfKeH8Hj0u1C/Ljn8j1ltO29mI1un27HiysOc7FUfBRyGbb+l4U315zAdzuFrpewAMvCeKdQD3bNDykVdpHBGix+qh0eTLYUHGaTKsSLLBnsqj4ymYwr+EkWO2l27NiBAQMGID4+HjKZDGvWrBGcLygowIQJE5CQkICAgAA0btyYSxZj0el0mDhxIqKiohAUFISBAwfi+vXrFTpvZzF2RpMZi3ZdwumMPBTqhZsyqfXiwq0CYXar0WSzGcgpNHBtCFnEdeyy8oRdbPj9pK33cS7sgrVKyGX82nHW30MDrMIu4B4sdizO3Lk1IwKRUsNap1Mmk+HtAU3xRHvKgq0IxEWjWcQdTPwBt4XdV199hY4dO+LWrVtYuXIlV1cuLS0Njz/+eLlPkLDS/dPteGvtSfyw+3KZ7/F/f5yCycxg06mbyC5dKBeObMPFyRXrTVh75IbktezCmJVvcdGoFDK7H6bvR7dB53pR+G5kG8HxRIksWqLqwX7xUS07aQoLC9G8eXN8+eWXkucnT56MDRs2YNmyZTh9+jQmT56MiRMnYu3atdyYSZMmYfXq1VixYgV27dqFgoIC9O/f361aoO6idpIVu2zvFfzfH6fQ94udNi4sKTFkNDOCbFWdwWzznrlTqLfZIOiNZoEVLyNX6O1pI1GMOMeFGDutSo7YMGunHH5HghCNVdiVR8sppYMEiOVPt8fWqV3tuoWJ8seuxU7vf8LObXt0tWrVJBcz6r1aeey/fAfPdKnj9nUMw+DczQKb462SwrH7wm0AFjfr8fQ8yeurccLOsrsO0arsBgHXiw7Bsqfbc49Xj+uEr7dfwOsPNXZ73kTlY61lR8JOir59+6Jv3752z+/ZswejRo3iSjI9++yzWLBgAQ4ePIhBgwYhNzcXixYtwtKlS7lwlmXLliExMRGbN29Gnz59KmTezurYHbicw/0uFnZmO2EUfFdX+t1im0K9OUW2ws5gMguKJIvj+aQyT12x2AWoFGgSF4pj13MBAFq1AvmlryM0wHpPe/FY7iBlsftuZBucvZmPjnUjKUGikrGXPOGPFrsyBRrcvXsX+/fvR1ZWFsxm64dTJpNhxIgR5TY5Qpqy1kAqNpgkK84HaRRcvF2xwWQ3liUiyFJomC1ObC+WRYqWNcNtrHdE1YW1xDqqK0bYp3Pnzli3bh3GjBmD+Ph4bN++HWfPnsUXX3wBwOLhMBgM6N27N3dNfHw8kpOTsXv37ooXdnZcsUU864Y4NsmelU/8xcmWOFHIZTCZGdzK19nG2IkKFGeLRJuUpcuVGDutSoGm8daWkwEqBZ5oXxMlepOg5qa2HCx2UjF2vZrEoFeTmHu+N+E+9r4X/TF5wm1ht379egwfPhyFhYUICQkR7EpI2FUc/DIhrroRrmQX4r31p/BCt7poUytCslyASiGDRqngEh5u5+vsJjgkRVoWxls8ix3hm7DvhyKy2JWJuXPn4plnnkFCQgKUSiXkcjkWLlyIzp07AwAyMzOhVqsF/a0BICYmhuuuI4VOp4NOZ41Hy8uTtq7bg20pZrBjseO7UcUurA/+Oo3l+69izbj7BMfZRCoxieEBuJxdhHlbz3NFyqOCNbhdoCtNnrAfK6xRyhGiVQqSr1xzxSpQhxefp5DLJJMVKspiR3gO/vfiA42iwTAMtp255ZfCzu1399SpUzFmzBjk5+fj7t27yMnJ4X7u3Lnj/AZ+TonBhH0Xs92uD5ZXbH1zuhq3Me6nQ9jyXxYe/mYPAOk6UIFqi7ZnXW8Zop6OfGpFCuPj+IVICd+Cq87vhxll5cHcuXOxd+9erFu3Dmlpafjss88wbtw4bN682eF1zoqpzpw5E2FhYdxPYmKiW/NiY+x+S7uOVYdsEzX4FlqpbMJLtwuxdO9lQYHda6UW/JoRgeBP/YVudaFWynG7QMf1X2XdoQaT2WHnB6VcjoUj2yBIreAEFFuguEa1ALStZRuDB1iEnYaX5GFPfPGtO4kRAXiyQ00uOcxV6kUHuzWeqFj48d5qhZxbwygr1gXS09Px4osvIjCQguDLwmurj+PRb/fi881n3brudqF1l+5qVqy4xtTdYltXBpv2zwo8R1mrNSOFmWoZufZFIOHd8PtpEu5RXFyM1157DbNnz8aAAQPQrFkzTJgwAY8++ig+/fRTAEBsbCz0ej1ycnIE12ZlZSEmxr4rb8aMGcjNzeV+rl275tbc+JvCKb8etVlLBBY7O//3mXklAlcua8GPC9OibnWr2EmuEYanOtUSXMuWR9IbHQu7rPwStK8TiePv9MHYzrUF5/o0jcVvz3eSvC5ApRCITnslSfjWneYJ1fD+4BTE8ZIuXOHj/zVDv2Zx+PW5jm5dR1QMfEGvVsr9eg1zW9j16dMHBw8erIi5+AWrDqUDABakXgQArDmcjkFf/YtrpS267MFvp1Ogc60Cu9gqmCthsWOtbuJSBhESrYNqVBO2D7uS7XjOhPfC7nZfXnkMJ9JzPTwb78JgMMBgMEAuyiJQKBRcTHLr1q2hUqmwadMm7nxGRgZOnDiBTp2kRQsAaDQahIaGCn7cQdzaK/ntf/DTviswmszIKzEIxJa9oHM2xpYlu8Ai7II1SoE40qoUaFc7QjCWLdJrMJkdBrWzLQvlchm0Ig8F60btUMdyb35JEa1KLigcLHfBYseuffYKDh94vSdmD2sOrUqOJU+15Y7Hhmnx1ROtbF4j4Rn4/6dqpdViV0BZsc7p168fpk+fjlOnTiElJQUqldB8PXDgwHKbnC/Dvukm/XIEAPD19vOYObSZ3fHs4gm4nuUjDpW7W9otoka1AK4lGGup06qFi2ewRmnTm1Fc7mBG30YuzYPwPvgFXIfO342z79vPAPVHCgoKcP78ee7xpUuXcOTIEURERKBmzZro2rUrpk+fjoCAACQlJSE1NRU//vgjZs+eDQAICwvD2LFjMXXqVERGRiIiIgLTpk1DSkoKlyVbEdj0bDWZ8frqE1h35AaOp+cKLHZFdr4Qt5+5JXjMhm9EBKkFm8kAlcImbIS12BXqTQ49Dy90q8v9Li4rwn6BL3mqHS7cKsChKzk4Xrr5CFApBK/RXkUSfhF1dl1TitN5S6keosHQVgkY2DzeYYkTwrPwhZ1K4IolYeeUZ555BgDw3nvv2ZyTyWQVWoPJlwjWKAULp7OODGwLLwCCulF7LmQjITyAqw93+GoOVh66jsk9G9jcg42xq1M9iBN27A6aFXjcc+iM6NcsDkev3eV26CqFDH2TY/H3iUzMe7wl+qXEufx6Ce8imBc/eS8FsX2VgwcPonv37tzjKVOmAABGjRqFJUuWYMWKFZgxYwaGDx+OO3fuICkpCR988AGef/557po5c+ZAqVRi2LBhKC4uRo8ePbBkyRIoFBUXu2ovPnffJdv4aDY2KTJIbZO1yudG6VoSGawRlDXRikQWYI2xu2snw7VXkxh8/L9mAo+BOE6OTdqyZMCG4dQNawKJRqUQFCW274q1tdipnLQII1FXteG71zVKORdzJ87I9gfcFnb88iZE2QlUK7haSwCgsLNbZOEHgLJ1mY5eu4vHv9sLALj8kaUDyGurT+B0Rh72SDTUZmPs6kQFYec5S926oa1qAICNuyO32ICvnmiF/BIDUt7ZCMASkDr38Za4U6hHTKh78SiEdyFVR4yw0q1bN0GmupjY2FgsXrzY4T20Wi3mzZuHefPmlff07KJ2ob8pC+sZCAtUuSTsooLVgg2o2HoGWEVZTqGhdD5y9Goagz+PZQCwJJeJw0DEgitE9N7kW9+0KrngOe26YnmB9uymlrJcvRtB8oRSzgk9V/oi+xr3tHqXlJRAq6UveFfhWz6CNEpBrArf1SqFsL6U5fc9F23F26XbloSJC7cKbc7llS66kcEafDeyDQp0BgxpmQDAdjdaPdhSsy5Eq8LLDzaEycSgWqBlwSVR5/uIe2nmFhkQFkjlbbwdsdByBBuKERuqxUWJ9YTlZmk7sMhgtaDWnUYptxFlQaUiiq1JF6RR4KsnWmFAswzM3nQWrzxoG94hdpEGa+0LuwCVQhAr50ryRFipFdGdvw1R9eD/n6oVPIud0f+8iG6/k00mE/7v//4PNWrUQHBwMC5etCQBvPnmm1i0aFG5T9AbuZpdhIU7L9oUd83mZbaqlXKBWLvNE3YMw9hUai/kBzWXumL592ddufysNDFsTagQrRK9msRwok6K+U+24n4f160eJvaob3cs4XuIhd3F27YdSwgvI3UWEi/9CiVcizli23wlhAc4GWkhKlgjcOHL5TIbscQma7FhIaxl+MHkOGyc3BXJvEQIFrE4FL83AwQWO2FWrL3KMXzrDtsqUcmz2I25z5KJ+79W9tdIomrB7wXs7xY7t4XdBx98gCVLlmDWrFlQq60m85SUFCxcuLBcJ1dVKdQZHbZaGjp/N97/8zRm/fOf4PjtfKs7Q2cwCdyrtwus59Yfy0CjNzdgzeF07lgRLwC0UG/C2CUHBEKRtcY5ChRlzzlzsz3XpQ5a1pSuE0X4B2KryFUnWdtEFefuVSB1FhrsfwNb1VPxsCIVCji2ZLBrUo1qrpW2igzSINzGjSoWdpb3VWZpwoVYpEkh9iaEiN6bfOFnsdhZx9uLXRZa7CyCIJA3l+e61sGmyV0w62H7CW1E1YK/AVEp5FwcpT/G2Lkt7H788Ud8++23GD58uCDIt1mzZvjvv/8cXOkbDF+4F03f/scmM4wPa33754Swgnwer0J7kd4kEGF8i92LPx8GYM2YBYQWOwDY8l8Wlu29yj1mM17F4wDrrpWNmRHHqIipUz3I4XnC9xGLfypt4+UEVQd6vQuDNgo15bfwqWoBNqmnY5B8F+QwY3j7mpKXyWUQlDBx1M4wKliN3k1i0aluJJ7vaslq5YsupVxmc729EiOCMTbJE/bXL60oecJeThp/Hqylp12tCMH5+jEhFHfnRSSGWzcgZoaxCjtyxTonPT0d9erVszluNpthMLhWX82bYdP1WTeFI/JKhNYzvpAr0psELXuK9CbOCqiW2HE669nJZplJWezY+xWUWgjtWey+HdEaYzvXJvcDAbnIh0XCzstRBQAdx+PMo7sw0/A47jDBqCPPxBfqr3G0+tt4NPAgZLC1bEQGa6DllTmy55ZVyGWICFJDrZRj+TMd8GppKSS+xU6lkNtk5WbmOo4tBmzFX7DGfqynRimHiheTZ7aT4MJPnmAtdg80iuaOaVXUVcfbYDOuAYuhhC1YXEIWO+c0bdoUO3futDn+22+/oWXLluUyqapMXJhlYct0oeuCuN4cX8iVGEw2IiyvxACGt9MAgD+O3bC5Voq7xQaYzYxkNXersLMIb7GbjaV301i82b8JpfUTMItMHVey7QfPE96DMiAIC0wDcL/uC3xiGIZcJhAh+RfQbM8k/KWegT7yAwCs//fRIRrBRpPfdiucl0wTX00ruW4IhZ1tzN1tJ0ljgPPkiXhe4XS5XCbIhLUr7HiuWHaznhgRiG+ebI35w1uRsPNC+K34svJ1fm2xczsr9u2338aIESOQnp4Os9mMVatW4cyZM/jxxx/xxx9/VMQcqxTx1SxuiRtlaKfFj6mzWOyEb7j8EiOUcjlXzgQAFu68hEEtanA9OxvGhHB9F/n8cTQDszackXxedpfMJl24EtdC+Dcd60YiKTIQRhOD9LvFuEIxdj4BK6wKEYCvTIPxo6k3NnY8geiTi9BYfw0L1HNwwlwLs40PY6u5JaqHaKBW8mLY1Ap89khznM3Kx618HddJh+8GEz4fL0NVLnO5z7W9e8hkQKBIdCVGBGLBiNaS3XLsVefix97xxeqDybFuz4+oOrStFY4Dl3MwpEUNnrAji51TBgwYgF9++QV//fUXZDIZ3nrrLZw+fRrr169Hr169KmKOVQrWYpdx17krVgzfQlcsZbErNuB6jvALNK/EgBX7r2L/ZUsB0el9GqJ5YjWbe688dB2nM/JsjgNWYccKSxJ2hDO0KgW2Te2Gv168H4ClH6i9TgSE96AWWczyEYjc9lORMWof5hkHo4DRIll+Gd+rP8Ua9ZvoxByBSi5MTvhf6wTM6NtYYNWqGWFP2PEzVGU2zz/vcedeHr7FLlijlKxN16dpLNryYuRY7FnshIWUyUPhK/w4pj02TLofPRpHU1asu/Tp0wepqakoKChAUVERdu3ahd69e5f33KokcaUWuwwHFjv+rpTvshVb6MQtu/JLjDaFQK9kF+HVVce5x6EBKjxzv7AptivojCaucTcVnyVcQS6XISxQxVk0KDPW+5GymAWqlNCGReEz4zDcr/sc3xgHoJhRo4X8Ip69Oh0tNj2GTvITABiBmOOHjCTaEXbi+Dj+8zeJC8WA5vFO58y/h7ubUnvCjv9lL7NXE4XwOgLUCjSKDYVMJuPiKHUOKlj4Km4Luzp16iA7W6Krwd27qFOnTrlMqirDZohl5pXYxCGxsDEbAPDeHye538UWulv5wviS/BIj7pSWGIgO0UjeO1CtQGSQ9DkW8YbWYGIEbmCy2BHukBRp+dKmBArfRKuWWwsHIxQfGR/H/bovsNDYF0a5BiG30rBc/SF+Uf8fmuitm0y+SONnzvLhJzLIILTgueqW5VvsxP2qnWGv3MmDybFQyGXoVDfSrfsR3gO5Yt3g8uXLkv1gdTod0tPTJa7wLcJLuy+YzIyDhAbrYsK3cohdWWzgMGsRyS8xcBXZY+0slEEaJaKCbWNJ+FQXiUKj2czF1wWoFJTCT7hFUqSl/A0lUHg/UqVCAtVKG3fkbYThfeMI/NX9b2Q3GQ0do0R7+X8Yd/lF4MdBwLX9ggSE6BDp9YrvNpXJhPFyLgs73jX853QFe13fooI1OP5Obywb296t+xHeA98V66j9ny/isulm3bp13O///PMPwsKsFcJNJhO2bNmCWrVqlevkqiJsZXO9yYwCnZHrfVigM+KZHw6id9MYwQ6B74ot0AkFMdt+Jy5Mi9xig8ViV8Ra7LQAciEmQKWAJsBxa6ewABXX5gewVHnv8sk2APYzYgnCHrGhlo0Cv4g24Z0EqpX4+6X78e/523j/z9MALGuKPXdkQGQCsur9HwYcaoXxyrV4XJUK+cXtwMXt+F94J2yX9cUxpi6iQhxvNi0I69g5qonHpyxikMXk4Aud7RFL+Cb8kjZ6k9ntTYE34/I7e/DgwQAs8QijRo0SnFOpVKhVqxY+++yzcp1cVSVYq8SdQj3yS4yIK9W33++6hD0Xs7HnYrZg8bldoIfOaIJGqRB0j+ATE6rFf5n5yC8xcK7Y2DBbd6tcBoQHqQTuDSna147E2ZvSLaCcFScmCDHs5iWv2PfrVPoDjeNCoVLIOWHnyIIfEWSJsbyBKLxuHItHJs2G+t9PgCM/IylnN9ZpdmOTqRViC2MAtHH63AJXrItllfiuWFfFIIu9GDvC9+G/V3RGEnaSmEvzxmvXro0DBw4gKiqqwiZV1QnWWIUdCz/+SC/y6Wfl6ZAYEWhT146FrcOUx0ueiA0VujbuqxeJLx5r6fTN+dHQFAxrk4ile69InqdG7oS7sO67/BLKivUV6kUHY+bQFEQFO47XjQjSIL5aAL55shWiQ7VQR4UDg74COk/ByRVvoFHW3+ilOAQs7QE0HgB0mwHENJW8l0wmtLhpXMxGFbpi3RR2/hdeRZSiVsghk1nc8TqDGZCOFvBJ3I6xu3Tpkl+LOsCafMAXarnFtm4qtq7SjdLSKFLFgwPVCq5UQJ4gxk5Y4T0mROt0EQaANrXCJcsBcHMKdMVlQhBWWIvdxduF+PXANaddUAjv4PF2NdGrSYzDMewa9mByHFrx+0dH1sUvCa+jt34W1pk6ApABp9cD8+8DfnsKuHXW5l7i5AlxsWJ7kMWOKAsymcxvixSXyS+3ZcsWbNmyBVlZWZwlj+X7778vl4lVZdg4tYISI85k5uN0Rp5N6RLAUtvpTqGea3jNZsVGh2iQVZoRWzMiEDVK2/RsOZ2F3FJ3l7gulKuLoLOK6dVI2BFuwlrsTmfk4eWVx3DyRi7eHZTs4VkRlUGog5jcghIjLjA18KJhIgZOmA2kfgScWgucXAWcWgOkPAJ0fYUbb0mesK5j4rZ19riX5AkSdv6NRqlAicHsd5mxblvs3n33XfTu3RtbtmzB7du3kZOTI/jxB0I515QBfT7fgUm/HMGhq3dtxrFlItiad3dLRRu/5lPNiED0TY5F/ehgTtSFBajQsmY1wb1UStcWQWcBweHkiiXcRJxJ+feJTA/NhKhsHNV4e6FbXagVcozqmATENAGG/Qg8txNo2A9gzMCxX4Av22KWcgESZFmQiZInXM3NV92Dxc7kX9/nhAjOYudn/WLdtth98803WLJkCUaMGFER8/EKpFyxYlQKGWpUs/aVNZkZ3C11s9aOCkLaFYsITooMhEohxxPta+Ld9acAAN0aVodKIYdKIeMyZ1212AU4sdiFS7TdIQhH8OsyEgRL/ZgQHHunt9BLENcMeHw5kH4I2D4TOLcRw5SpGKLYhT+MD0BVUN/t51HeQ1asv5W5IIRwRYr9zBXrtsVOr9ejU6dOFTEXr4F1xTrKEtQoFVzRzozcYuQWG8DWyqwVabXY1Y4KBgA8lBKHAJUC1QJVmNSzAQBh1pg4g2zJU20RpFbg6c7CLhRsPaqvh7dC94bVbeYV5GaBT4KQqn1GEICD0I8arYDhvwFjN2OHKQUqmQlDzJugmNcK7ykXIwZ3XDbZ3VPyBAk7v4b93izxM4ud28Lu6aefxvLlyytiLl5DsMZiwUi/67itGJsAkZlbgjuFlpi6UK1SEOfWPNFSLyUmVIt/JnXBxsldUDvKUhBWpbQfaNytYTSOv9MHj7VL5I7x61E9lBKHxU+1g9iT4iixgiCkCCGLnV/w63MdcV89ayeGMCf1Ml0isS1GGmbgEd1bSJMlA2YDRio3YYdmMgZnzgPybzq9Bd8Vq3TRc8Fip/EE4Sew35tGP0uPdnsrXlJSgm+//RabN29Gs2bNoFIJP/yzZ88ut8lVSbJOo2nRAQARuHrHfiV+tULOWeyu5RRj6q9HAQCRwRpBokXDmBDu95qRgTb34H6X2KnK5TJBMLFUux2l3OrOBagvIuE+ZLHzD9rVjsBPT3fAfR9tRfrdYvRrFldu9z7ANMJE9XvY/ZgKBxZPRVv5WXS58zvwxZ9Au6eB+yYBQdLVFhQ8i527XXPstX0k/AP2e9MgCrZkW835ahcmty12x44dQ4sWLSCXy3HixAkcPnyY+zly5Ihb95o5cybatm2LkJAQREdHY/DgwThz5oxgDMMweOeddxAfH4+AgAB069YNJ0+eFIzR6XSYOHEioqKiEBQUhIEDB+L69evuvjTX2PIeBhyfiFXqtxGSvgP89mF8NCo51xbsTqEeR69bukgEqhXo3dRSYiClRpjDHagrpQH4Yk4qvk4pKmY8sJnzptsEwUelkNu0nCJ8lxXPdsAb/RrjjX6Ny/W+MpkMqN0Fj+jfxgj9q7gS0AQwFgO75wGfNwM2vwsU3bG5TtBv1s3vYUedJwjfh/3evFNo4MqOMQyDfnN3ovecVLu9hL0dt7fi27ZtK7cnT01Nxfjx49G2bVsYjUa8/vrr6N27N06dOoWgIIs7ctasWZg9ezaWLFmCBg0a4P3330evXr1w5swZhIRYrF2TJk3C+vXrsWLFCkRGRmLq1Kno378/0tLSoFCUY0yZ2QxE1IFJoUUrnMf3mImDsgb43Pg/7DIngx80olbIERGoFiRAAJZCxo1iQ7FtWjdEhziuS6cRuGLttPzhiTmpRY//xj32Tm8KhCfKRIhWhRKDJZzAN5dCgiUxIhBP31+nAp9Bhp3mZphXuy8+bXET2PYBkHEU2DUb2P8d0HEc0GEcEFANgDDGTuGmsqMYO/+G/d6c9pvFY7b/tR7QqBT4LzMfAHArX2e3L7s349Ft+IYNGzB69Gg0bdoUzZs3x+LFi3H16lWkpaUBsCjrzz//HK+//jqGDh2K5ORk/PDDDygqKuLi/HJzc7Fo0SJ89tln6NmzJ1q2bIlly5bh+PHj2Lx5c/lOWC4H+nyAQ4O3Y6GxL0oYFdrIz2KZeiZ+U7+LTvITYL/21Eo55HKZTXNsVqzVjgpCkJP2XionrlhAGLwsFROj55mgg6k3IlFGyB1L3CtiTSaTyYAGfYBnU4FHfwJikgF9PpD6MfBFMyD1E6AkD0q5+67YV/s2AgB8+kjzcps/4X2IPV37L98RvId8NVvW5dV66NChLo1btWpVmSeTm2txV0ZERACwdLnIzMxE7969uTEajQZdu3bF7t278dxzzyEtLQ0Gg0EwJj4+HsnJydi9ezf69OlT5vnYI6R6DbxvHIEFxv54QbkewxVb0FZ+FsvVH2KfuRE+N/4PJcr7LGN5X4ixoVp88kgzl5+HX7vOniuW/yZtEhfq8H6UOEGUFUqgIO4Vu8Y2mQxo3B9o+BBwep2lTMqt/4Bt7wN7v4Ks04sIRBKKoHU5Rvj5rnXxZIckrjQV4Z+Iq0kU600CL5a4/aev4PK7PiwsrCLnAYZhMGXKFHTu3BnJyZaq9pmZlkKoMTHCtjcxMTG4cuUKN0atViM8PNxmDHu9GJ1OB51Oxz3Oy8tza65sm51bCMd7xpH4xjgALyjX4QnFVrSX/4ef1R/gdG4z4PJMQcXrva/1cOt5HJU7kaKFqKgxQZQXIfQFSZSRmFANbubp0K1BtOC4TecJuRxoOtjSc/bkaovAyz4PbHkXOzSh+MY4AFrmBZefl0QdITaIZOSWCGob+mpHCpff+YsXL67IeWDChAk4duwYdu3aZXNOvEtjGMbpzs3RmJkzZ+Ldd98t81zDeeVK+ibH4u8TwLvGUfjGOADjlGvxmGIbGuuOAUv64VNZMj6WDcF+xv1AZEHyhIP6Tc/cXxsn0vPwv1YJDuZMFhei7NiL8SQIZ6wedx82n76Jh1sL16eE8ADpC+QKIOVhoMlg4PhvQOpHiMq5jDdUP6Hw4AYg9GWg9WhA5XuxUUT5Iv7ezMgtFljsfFXYVYlUt4kTJ2LdunXYtm0bEhKsH/7Y2FgAsLG8ZWVlcVa82NhY6PV6m3Zm/DFiZsyYgdzcXO7n2rVrbs2XL7j4Wa03EYG3jU+hq24O9kUNBRRqtGZO4FfN/+G3gJnAlT1uPQ8/rk7t4Iv19X5N8POzHRz2ia0XHezWcxMEH/57nuLRCXeIrxaAkR1rce0OfxjTDk+0r4lnujhJ0FAogRaPAxMO4mXDM7jORCFInw1seAWY2xI4sBAw6hzfg/BrVKLwoxt3SwS1DXUG34yx86iwYxgGEyZMwKpVq7B161bUri3solC7dm3ExsZi06ZN3DG9Xo/U1FSu+0Xr1q2hUqkEYzIyMnDixAm7HTI0Gg1CQ0MFP2VF/MYBgExE4t+GM4AXD0PXYjRMMiXaMseBxQ8CPw4Cru5z6d5qF8qduErLmuHOBxGEHfjvP72PBhwTlUPXBtXx4ZAUhxtRAQoVfjV1R3fdbOxo8BoQEg/k3wD+nArMaw2k/QCY7HcBIvwX8ffmzbwSQab0+3+eRokPijuPCrvx48dj2bJlWL58OUJCQpCZmYnMzEwUF1vqzchkMkyaNAkffvghVq9ejRMnTmD06NEIDAzEE088AcAS+zd27FhMnToVW7ZsweHDh/Hkk08iJSUFPXv2rLC5s31gH0qJ46xhgbyacuGBKiAsAZrBX0Dx0mGL60CuBC5uB77vDSwdAlzb7/A5XKlj54wPhiTj/vpReLGH+z0aCYKF74ot8VH3BVG1MUCJs4mPAC8eBvrOAoJjgNxrwPoXgS/bAEeWAyb7/bsJ/4OfgAhY+rvzhd2pjDws2nWpsqdV4Xg0unT+/PkAgG7dugmOL168GKNHjwYAvPzyyyguLsa4ceOQk5OD9u3bY+PGjVwNOwCYM2cOlEolhg0bhuLiYvTo0QNLliwp3xp2ItZOuA9nb+ajY51INIoLwY97ruCBRtF47Nu9AIRxeKhWExjwBdB5CrDzM+DIT8CFrZafuj2A7q8BCW1snkPtoKWYqwxvn4Th7ZPKdC1BsCgFFjszTGbGZ6u2E1WXljWrWWLr2j8HtBoJHPwe2DUHyLkMrHnBsr52fRVIHmqJ1SP8GvH3ZqHOaNNm7tJt+x2kvBWPCjvGhWAdmUyGd955B++8847dMVqtFvPmzcO8efPKcXaOiQrWICrYUmA4ITwQrz3UGNkF1ngPyT6L4UnAwLnA/VOAHZ9adpgXtlh+6vUCus0AElpzw12pY0cQlYF4gdQZTVzMFEFUNKnTu+FydhFaJ0VYD6oCgI7jLd6Q/d8B/35hyaJd9TSw81Og26tA40GWbFvCLxFXkyjUmWzazPli9jS948sRfsFhhxa28FrAoC+BiWlAiycBmQI4vwlY+ADw0zAg/RAAIDTAej9Xyp0QREUhTt4p1vteXApRdUmKDELXBtWlT6qDgM6TgEnHgAfeALRhljp4v40GvukMnF5PGT9+ivh7WG8y2xQlJmFHOITfAqyaK+VFImoDg78CJhwAmj8ByOTAuX+A77oDyx9DpwBrtq44VoAgKpPnu9UVWKEpzo6ocmhCgC7TgZeOWdyxmlAg6yTwy5PAgi7AmQ0k8PwMKQNLXokwDtNZByhvhIRdOSKTyfD6Q43x1H210DTejUzbyLrAkPnAhINA88ctAu/s3+i161F8p/oMTWWXBW11CKKyiQsLQNobPRFa2kmFLHZElSWgGtB9BvDSUeD+qYAqCMg8Bvz8KLCwB3B+Mwk8P0HKIJIvEnb8pEdfgYRdOfNMlzp4e0BTl1vfCIisCwz5Bhh/AGj2KBiZHL0UafhT8xpq/PMMkHm8/CdMEC6iVMgRULoI+mKJAMLHCIwAerxlcdF2ehFQBgDpacCy/wHfPwhcTPX0DIkKRiqEKb9EWBrH7IMin4RdVSSqHjD0W8jG7cPt2gPBQIaAC39b4kV+eRLIPOHpGRJ+Clt7jIQd4TUERQG9/88i8DqMAxQa4Npe4MeBwJL+wJXdnp4hUUFIumKLhRY7kzhN1gcgYVeVqd4AUaOWQjZ+H5D8PwAySyDwN/cBv4wAbp709AwJPyOAE3YUY0d4GcHRwIMzLS7ats8ACjVweSewuK+lcLyTuqKE96HkJX2x0Uxii52RhB3hEao3BB7+Hhi3B2g6FBaBtw6Y3wn4dRSQddrTMyT8BE2psCsmix3hrYTGAf0+BSYeAlo/ZS0cv6gXsOxhi7uW8An4FrvI0vJk4hg7stgRniW6MfDIYuCF3ZYG2QBwag3wdUfgt6eArP88OTvCDwhQWZYMEnaE11MtERjwuaXsVEte2anvHgB+fhzIOObpGRL3CD/GLjLI0jRAbLFbeeg6xv2U5lMJYSTsvJGYJsCwHywCr/FAAAxwchXwdQfg97HArTOeniHhowRQjB3ha4TXAgaVlp1q9pilKsGZv4AF95eGvJzy9AyJMsLPYYzghJ3QYnfxViH+Op6JZXuvVObUKhQSdt5MTFPg0aXA87uAxgMAMMCJ34Gv2gMrnwZun/P0DAkfg5InCJ8lsi4wdAEwjh/TXBry8ttTwK2znp4h4Sb8hFdW2Inr2LHcKdJXxpQqBRJ2vkBsCvDoMuC5nUCj/gAY4PhvwFftgFXPArfPe3qGhI9AFjvC56newBLTbOMRaQ+seg7IvuDpGRIuwo+fCymtwSnuPMFS1n7sVRHfeSUEENcMeOwn4LkdQMOHAMYMHPsF+KotsPp5WpCIe4ZLntBTVizh48Q0sXhEntvJW09XAF+2BdaMB3Iue3qGhBNMPJOdRmlZu3R2uub4UgsAEna+SFxz4PGfgWe3Aw0etCxIR3+2LEirXwDuXPT0DAkvhbPY2dn1EoTPEdfMsp4+sw2o3xtgTMCRZcC81sD6l4Dc656eIWEHhifs2O5N9oSdOPbOmyFh58vEtwSe+AV4ZitQv49lQTq6HJjXxrLjvHPJ0zMkvAwtmxXrQxlkBOESNVoBw38Dxm4C6nQHzEYgbQkwtyXw5zQgL8PTMyREmHgaTlXay11nJ4wkt9ggedwbIWHnD9RoDQz/FXh6K1Cvl3XH+WUbYO0EIMd3soGIioW12NmLUyEInyexHTByDTD6LyCpM2DSAwe+A75oDmyYAeTf9PQMiVJ6N40BALStFc7F0Nmz2JGwI7yThNbAk78DYzcDdXtYdpyHlwLzWgHrXiSBRzhFy8XYkbAj/Jxa9wFP/QmMXAcktgdMOmDv1xaBt/FNoPC2p2fo90QFa3Dy3T745dmOUJd2obBnscsjYUd4NYltgRGrLC6Fug9YBN6hH6wxI3eveXqGRBVFq6aWYgQhoE5XYMw/wJOrLN4RYzGwey7weTNgy3tA0R1Pz9CvCdIoIZfLyGJH+AmJ7YARqy2LUp1ugNlgjRn5YzIFBRM2aJXCzhMMw+BKdiHMPtiWhyBcRiYD6vUAnt4CPPGrJYHNUAjs/Mxiwds2Eyi+6+lZ+jXKUmFnr1QTCTvCt6jZARi5Fnjqb6B2F4vAO/h9aVDwVCA33dMzJKoIQRpLLahCnSWDbPn+q+j6yXZ8+Bf1KyYIyGRAgz7As6nAoz8BMcmALg9I/Qj4ohmQ+gmgy/f0LP0SzhVrx2JXqKesWMIXSeoEjFpvCQqudX9pUPBCYG4L4K/pQN4NT8+Q8DDhgZbq7WyV9nfXW9otLdxFGdYEwSGTAY37W2rgPbIEiGoIlOQC2963uGh3zQH0hZ6epV/BumKNdrwL9gSfN0LCjrCl1n3A6D+AUX8ASfdZBN7+b4EvWgB/vUxp/X5MZHCpsCu0CDu9Dy2GBFHuyOVA0yHAuD3A0IVAZD2g+A6w+R2LwNv9JWAo9vQs/QJnnSX0RrPPhJSQsCPsU/t+YPSfFitezU6WrK/9CywWvL9fBfIzPT1DopJhLXZ3iww4eJmCwgnCJeQKoNkjlj60g+cD4bWAotvAxtctMXj7FgCGEk/P0qdh69g5Qm/yjY0qCTvCMTKZJe7uqb8scXiJHQBjCbBvfmndpteobpMfER6o4n5/+Js9HpwJQXghCiXQ4glgwkFg4DwgrCZQcBP4+2VL2akDiwCj7zSjr0qo5M6bhvlKD2wSdoRryGSWzNkxGyyZtAntLAJv71cWgffP60BBlqdnSVQwSh9qlE0QHkOhAlqNBCamAf1mAyHxQF468OcUS9mpQz8CJt/J0qwKOHPFAr4TZ0erNOEeMpml9t3YjcCTK4EabSx1m/Z8WVqY8w2g4JanZ0kQBFH1UaqBtmOBFw8DfWcBwTFA7lVg3URLZ6AjywGT72RrehJXXLE6H6nPScKOKBsyGVCvJ/D0ZmD4SkthTkMRsHueJa1/01tAYbanZ0kQBFH1UWmB9s8BLx0Fen8ABEYBOZeBNS8AX7cHjv0GmH3DTegpVArnrtgVB67i1I28SphNxULCjrg3ZDKgfs/Swpy/AfEtLQLv3y+Az1Ms2V8k8HyKLg2qSx7vM2cH9l6k/2uCKDOqAKDTBGDSMaDnO0BAOJB9Hlj1NDC/E3ByNWD2DatSZaN2wRX79fYLeGjuzkqYTcVCwo4oH2QyoEFv4JltwOO/AHEtLJXXd82xWPA2v0utdXyEL59oKXn8zM18PPbt3kqeDUH4IOogoPNk4KVjQPc3AG0YcOs/4LfRwIL7gdN/AIxvlOaoLMTxwQoXkim8FRJ2RPkikwENHwSe3Q48vgKIbQboC4Bds0t7J/4fCTwvJ1SrQnyY1tPTIAjfRxsKdJ1uEXhdXwU0ocDNE8Avw4FvuwJn/yGB5yJiV6wrrllvhYQdUTHIZEDDvsBzO4DHlgOxKYA+H9j5qSXJYusHQHGOp2dJlBG1C4HIvsyOHTswYMAAxMfHQyaTYc2aNTZjTp8+jYEDByIsLAwhISHo0KEDrl69yp3X6XSYOHEioqKiEBQUhIEDB+L6derPTEgQUA3oPsMSg3f/VEAVBGQcBZYPAxb2BM5vIYHnBLEr1pUsWW/Fd18ZUTWQyYBG/YBndwCPLrP2Ttwxy2LBo+bYXolGqfD0FDxKYWEhmjdvji+//FLy/IULF9C5c2c0atQI27dvx9GjR/Hmm29Cq7VaOidNmoTVq1djxYoV2LVrFwoKCtC/f3+YTBQkT9ghMALo8ZYlBq/Ti4AyAEg/CCwbCizuC1za4ekZVlnEQk7jw5tTGcOQzM/Ly0NYWBhyc3MRGhrq6en4NmYz8N96YPtHQJalzyg0YUDHcUCHFyyxJESVZ8C8XTiengsAkMsAfieeyx/189CsnFMRn3WZTIbVq1dj8ODB3LHHHnsMKpUKS5culbwmNzcX1atXx9KlS/Hoo48CAG7cuIHExET89ddf6NOnj0vPTWuXn5N/E/j3c0thY5POcqzW/UD314Gkjh6dWlUj/W4x7vtoK/c4LkyLjFxLt48QrRL5JdayMlVxDXPns+67kpWomsjlQJNBwPP/Ao/8AFRvDOhyge0zLVm0qbOAEu9PN/d1+LvdyGCNB2dS9TCbzfjzzz/RoEED9OnTB9HR0Wjfvr3AXZuWlgaDwYDevXtzx+Lj45GcnIzdu3d7YNaEVxISAzw4E3jpCND2GUChBi7vBBY/CPw4GLh2wNMzrDKIO0/ww0lCtSrxcK+GhB3hGeRyoOlg4IXdwMOLgeqNgJJcYNsHFoG34xMSeFUYvlsjMkjtwZlUPbKyslBQUICPPvoIDz74IDZu3IghQ4Zg6NChSE1NBQBkZmZCrVYjPDxccG1MTAwyM+33YNbpdMjLyxP8EARC44F+nwITDwGtRwNyJXBxG7CoJ/DTI0D6IU/P0OOIXbH8xyFaZWVPp0IhYUd4FrkcSB5qEXj/WwRENQBK7gJb37eUSdnxKaDL9/QsCQdEkcVOgLm0ztigQYMwefJktGjRAq+++ir69++Pb775xuG1DMNAJrOfrTdz5kyEhYVxP4mJieU6d8LLqZYIDPjC0qqsxZOATAGc2wh81x34+Qkg45inZ+gxxJ0nSNgRREUjVwApDwPj9loEXmR9S9bs1v+zJFnsnA3oCjw9S6IUMy80N4JnsVP6cG0oV4mKioJSqUSTJk0Exxs3bsxlxcbGxkKv1yMnR5gZnpWVhZiYGLv3njFjBnJzc7mfa9eulf8LILyf8FrA4K+ACQeAZo8CMjlw5k9LDbxfRgBZpz09w0pHXN5EzXscInLFms3enXrgUWHnrGRAQUEBJkyYgISEBAQEBKBx48aYP3++YAyVDPAxWIE3fh8w9Dsgsh5QfAfY8q7Fgrfrc0Bf6OlZ+j38lKuwAOuiKCdhB7VajbZt2+LMmTOC42fPnkVSUhIAoHXr1lCpVNi0aRN3PiMjAydOnECnTp3s3luj0SA0NFTwQxB2iawLDP3WsmFuOhSADDi9Dvi6I/D7GODWWU/PsNJQyYVyR+nAYmckYVd2nJUMmDx5MjZs2IBly5bh9OnTmDx5MiZOnIi1a9dyY6hkgI8iVwDNhgHj9gFDFgARdYCibGDz2xYL3r9zSeB5EAbWhS9IY10U/cViV1BQgCNHjuDIkSMAgEuXLuHIkSOcRW769On45Zdf8N133+H8+fP48ssvsX79eowbNw4AEBYWhrFjx2Lq1KnYsmULDh8+jCeffBIpKSno2bOnp14W4atUbwg8shh44V+g8UAADHBipaUP7arngOwLnp5hhSOXywTrE3+pEidPGL28bZtHhV3fvn3x/vvvY+jQoZLn9+zZg1GjRqFbt26oVasWnn32WTRv3hwHDx4EYCkZsGjRInz22Wfo2bMnWrZsiWXLluH48ePYvHlzZb4UoqJQKIHmjwHjDwCD5wPhtYGi28CmNy2FjnfPA/RFnp6l38Hf0AZrrDXtFA7iw3yJgwcPomXLlmjZ0tJebcqUKWjZsiXeeustAMCQIUPwzTffYNasWUhJScHChQuxcuVKdO7cmbvHnDlzMHjwYAwbNgz33XcfAgMDsX79eigU/l0jkKhAYpoCjy61FI5v+BDAmIFjK4Av2wJrxwM5lz09wwqlYWyI5PEIUQIYWewqkM6dO2PdunVIT08HwzDYtm0bzp49y9V4KmvJAMos80IUSqDFE8CEg8Cgry0xJIW3gI1vWATenq8AQ7GnZ+k38MtfBqqtFjuFD7fp4dOtWzcwDGPzs2TJEm7MmDFjcO7cORQXF+PIkSMYNGiQ4B5arRbz5s1DdnY2ioqKsH79ekqGICqHuObA4z8Dz2wF6vUCGBNweBkwrzWwfhKQ65vhTH2TY7nf+eEkUcFCYWcyWU/+evAaVh/2rr9HlRZ2c+fORZMmTZCQkAC1Wo0HH3wQX3/9NbfrLWvJAMos82IUSqDlcIvAG/glUK0mUJgF/POaReDtnU8CrxLgb2j52Wasq2PN4XQ88Nl2nMmkjGaCqLLUaA08+TswdhNQpxtgNgJpi4G5LYG/pgN5GZ6eYbnSMNYakxoTau0CUy1QKOwMpa7YrPwSvPz7MUz+5SgMJu9xz1Z5Ybd3716sW7cOaWlp+OyzzzBu3DinblZnJQMos8wHUKiAViMsdZsGzAXCagIFN4ENrwJftAD2fgMYSjw9S5+Fb7Hju18VpcJu0i9HcPFWIWZvOmNzLUEQVYzEdsDItcDov4CkzoBJD+z/FpjbAtjwGlCQ5ekZlgtalVXyxIRqseSptlj5QkeEBghj7EylO9ebuTrumNHEYM6ms+gzZwfySgyVM+EyUmWFXXFxMV577TXMnj0bAwYMQLNmzTBhwgQ8+uij+PTTTwGUvWQAZZb5EAoV0HqUpW7TgC+AsESgIBPY8IplUdr3LQm8CoBvseMHJJsZQGe0Ji5pVRQvRhBeQ637gNF/ACPXAYntAWMJsPcrizdk01tAYbanZ3hP8NcjhRzo1jAarZMiBJn9gEXEAUA+T8AZzWZ8seUcztzMx9I9VypnwmWkygo7g8EAg8EAuShFWaFQcAVAy1oygPBBlGpLxfWJh4D+c4DQBCA/A/h7usWtsP87wKhzehvCNfhZsfwSJwaTGSdvWGNWwwOpKwVBeBUyGVCnKzDmH+DJlRZ3raEI+PcLS8mpLf8HFN3x9CzLhFZpFXZynqch1E65E75lzsiLu+P/XhXxaLnlgoICnD9/nnvMlgyIiIhAzZo10bVrV0yfPh0BAQFISkpCamoqfvzxR8yePRuAsGRAZGQkIiIiMG3aNCoZ4M8o1UCbMUCL4cDhpZbCxnnpwF/TLDXw7p8CtBxhGUeUGb5gaxxnzTQzGM3IyrMK6AKdEQRBeCEyGVCvJ1C3B3D2H0u7x8xjwM5PLW7aDuOAjuMAbZinZ+oyfFcsf0MqttiZSo1HucVWYWfwohIoHrXYOSsZsGLFCrRt2xbDhw9HkyZN8NFHH+GDDz7A888/z92DSgYQkig1QNungRcPAw99CoTEAXnXgT+nAPNaAQcXA0a9p2fptXwwOAUta1bDN0+2QtP4MLw/OBkAYDAxghpQBSUk7AjCq5HJgIYPWkqkPLoMiG4K6PKA1I+sfb29pO0j3xXLr2Mn7jzBWuzuFFqFnYkXf1LVqzp51GLHlgywR2xsLBYvXuzwHmzJgHnz5pX39AhfQKkB2j1jsdId+sFiwcu9BvwxyfJ7l6kW655C5fRWhJWakYFYPe4+7nGfprF4Y80J6E1mQfZYvq5qBxkTBOEiMhnQeADQsB9wei2wbSZw+4ylr/eer4H7XrKsteogT8/ULkJhZ1VnalEfWdbVmlOktznmDVTZGDuCKFdUWqD9c8BLR4EHPwaCY4Dcq8D6lywWvEM/AiYSIWVFzWvPU6wnix1B+CxyOdB0CDBuDzB0IRBR19L2cfPbVb6mKN8Va3Ag1KwWO6uw429Yq7jBjoQd4WeotECH5y0Cr89MICgauHsVWDcR+LKNpUgnCTy3USmtS12R3irm8knYEYRvIlcAzR4Bxu8v7QpUy1I0/p/XLCWn9n1b5RLW+BY7cV26Tx/5//buPDyq6v7j+HsmM5ONELJAQoCAilCWEBURWRQQJKCAhSrUJaJQK7YEkUXFuvfXUmwtRNRakIoVFVsVXKhsVgQLBglGQBAF2U0IYggkhGxzf38MM5lJJiGByTb5vJ5nnmbuPffMmfPg6XfOmuj62znHLsctsCttRKdRKLCTpska7Jj4e/9XMPQPENrScZzOe791HK/z5etQqqCkuixm9x67su1OTmnxhIh/cz8VaORzZVtOOXck2PKPBjOf2eo2slBU4hnY3dyzLZe0dAwjO3vz3FfFVtXD19AosJOmzRYCfSc7Arzrfw8h0ZCzD977DbzQCzLeVIBXDVa3o8ROF7sFdg18I08R8RHXnqJb4cZnISzOsSPBhw84jiprYNNdygd2UPYD1dk75z7ioB47kcbGFgr9psDUbXD90xASBT99D8snwQtXwVdvgb303Pk0USaTyRXcuffYnSm2N6qjeETkAllsZTsSuM9nfj/FMRrSQH4sF3lpl5wn5zjbLPfAzlv6hkqBnYg7W6hjddf922DIkxAcCT/thWW/hhd6w7Z/K8CrhHOYw32OHWgBhUiT5JzPPCUDhv5f2WjI8knw4tWw/e16bUu9BWrOH6fO3jn3fTgL3UYiGvp2JwrsRLwJbAb9H3D04A1+HIIj4Ph38O6vGkSj1BA5A7v8Is96yS9SYCfSZNlCoG+KY7rLkCfL2tJ3JsLf+sHXy6EeNv/1NhTr7LErsRsYhuER2J0paTztvQI7kaoEhsE102HqdrjuMQhqAT9+e7ZR6gs73qmXRqkhcgZ2BeUCu9NFjadBFJFa4vyxfP82GPSo48SKY7vg3+Ph79fCNyugin1tfa2qOXYlpQani0o95tWdKXbb7qSBd9kpsBOpjsAwuHaGI8BzNUrfwNsTHAHe18uafIAXEeLY5Hmn21mxAPlaGSsiTkHNYcBMR4A34CGwhcHR7bD0NlgwEL5dXScBnre5v5YAZ4+dvcJxiGeKG88PVAV2IjXhbJSmboeBj0Cg81fnXfBS/Q0rNARJ3WIByDp5xuP6yTMlrN15VAGeiJQJbgGDHnFMd+k/DayhkJkBb9wCi66Hvf+t1QCvqqHYUrtRYUW/e4/d1gM5DXpRmAI7kfMRFA4DH3I0SgMehsDmkL3z7LDCNbDz/SYX4PW/NNrr9fH/2Myv/rmFUc9/VsclEpEGLyQShjzhaEv7poAlGA5/Aa+NhleGw771tfKx7nvaOVnOBnbfHs0jt6DyHruPv8nmDyt21Uq5fEGBnciFCG4Bg2adDfAecgR4R3fAv5Id80Z2fVin80bqU7Dbru7e7D2Wz6GfTtdRaUSkUQmNdqyevf8r6H0fBATCwU3w6khYPAIObPLJx/x1bCKXtAzl/0Z3r3DPcjbYe+nTvUx580uPe+UXTyzeuN8n5akNCuxEfCE4wjGscP9XcO3Msnkjb91+dmLwf/w+wCt/kLY32w7n1kFJRKTRCouB4X+C+zOg1z1gtsL+DfDKMEcv3uEtF5T9mCva8vH0gVzSslmFe3a3xRJHTnied+s+FNvQKbAT8aWQSLjuUUcP3jXTwdYMsrbB0lthwQDY/ZHfBnjVCeyyT53hzn9s5oVP9tRBiUSk0WoeBzf+xbHRcc+7wGxxzLt7eTC8PhZ++PKcWdTUj/mVH31Wk8UT/95yiI17f/RFkc6LAjuR2hAS6dj/7v5tjiX+1lDI/Are/CUsHATfrvK7AM/mZc5Kea+nHWT9t8f486rddVAiEWn0WrSDkamOs2gvuwNMAfDdKscK2jdvg6ztPvuoH08VVnqv0Etg9+zq3Wzae9zj2ndHTzHz7W3ctjANo4o2/ocTBXyx/yeOVfGZ50uBnUhtCo1ybMo5dTv0m+oI8H74Et4Y6/jl+d0avwnwqtNjd7TcilkRkWqJvAh+/gJM/gJ6jANMsHsFvNQf/nUnZF/4YoaqgixvQ7Hz/7uHWxd+zk9uPX3ZbnmUH85199GOLG55aRNPvL/jPEtbOQV2InUhNAquf+rsyq8pYA2BI+nw+s3w8hDYs7bRB3jV6bFz3/Kkql+zIiJeRV0CYxbAb9Og2xjABDvfgxf7wNsT4cfvzjvrqs6Drerkiazcsh+s7tukfHc0r9JnnAvJ2kWG1KSI1aLATqQuhUbD0N87hmj7THYs7T+yBZb8AhYNhT0fN9oArzo9dm5zkyn0so+UiEi1tOwMt7wC9/0PuowEDNjxNrxwFSybBMf31jjL9lEVg6xWYYFA1XPsThSU9dj9lF8W2O0+eqrSZ5yBXbwCOxE/0awlJP3B0YPXZzJYguDwZlgyBv6RBHs/aXQBnrd9oapSfmd3EZEai+kG45bAveuh03Aw7PDVm/B8L3hvMuQcqHZWi8b3YszlbTyutY0IBqCgilWxuafLgrmf8suGYrceyKn0mYPOHrsIBXYi/qVZK0eAd/82uPo3jgDvUBq89nPH5pzff9poAjxrgOf5iVMGX1pl+tOFjeeIHhFp4Fonwm1L4Z7/QsfrwSiFL1+D+T3hwwcg9/A5s+jYqhl/viXRM9twR2BXdY+de2BX9vemvce9nlBhGAaHctRjJ+LfwmJg2Oyzm3NOKtuc85+jYPGNsG9DfZfwnEwmk8dw7GXtwlkysXel6fOL1GMnIj7Wpifc8TZMWA0XDwR7MWz5Bzx3OfxnJpzKqvJx57FiTi3OnoHtbVWs04lKeuxOFZaQcehEhfTH84s4U2zHZIK4FsHV+FI1o8BOpCEJi4Xhcxybc171awiwwYH/wasjHLuv72/Yx3K5L6CwBpiJDrO53seFB3mkPa3ATkRqS3xvuPM9uGsFtO8HpUWweQGkJsLKRyAvu1rZOH+sVrVBscccu9OeZ8xu+PYY4LlYrKDIESQGWszVmptcUwrsRBqi5nFww59hSoZj9/UAm2P39cU3nj1eZ2N9l9Ar90bKYja7zl4E+EXPth5p8zUUKyK1rUN/R3B353vQ9iooOQOfv+AI8NY8DvnHq3zc2YZVtSrWfY7didOOIG9Yt1gANuz5kaWbD5L41GrSD/wEQOnZVWQWc+2EYArsRBqy8DZlu69fOdHteJ3h8OooOPh5fZfQg2ePnYl2kSHYAsxEhFiJCLF5pHX22B366TSL/7evRju7i4hUm8nkGJaduBrueAfiroDi0/C/VEjtAR//Hgq8L3Rwnh974Hjl51y7D8U6F4Vd2SECcGyF8vC72zl5poSnP9gJQOnZ3rtyo74+o8BOpDEIbwsj/nr2eJ27HQHevk8dK2j/+XM4mFbfJQTAailrqSwBZgItAXz5+PVsmjWYYFuAR1pnj90vF3zOkx/s5NnVOo1CRGqRyQQdhzgWWNz6FsT2gKI82PAXmNcD1v0JznieZ22tIvoKsjpCqJzTZUOxzmHWFmd/yLpv69Q82DFfz3kmbfn5fL6iwE6kMWnRDkbOgylby85P/P4T+MdQxwHZh76o1+KV77EDCA20EGQNcDWCTs4eO+fu7O9l/FBHpRSRJs1kgs7DHFukjFsCrbpB4UlYNxvm9eA3AcsJpQBrgImAKoZLW4U55g2fPFM2X/j02cAuMtQRxLlv69Tm7EIJZ4+dAjsRKdMi3nF+YspWuOLOsgOyFw1xbHZ8OL1eimWzlPXKld/XLshSrseuyHPo9cc835+ZKCJSKZPJsbnxpM/g5lcgujOcOcGD1n+xPnAq9wZ8SBCVH4MY09yxebH7aRPle+yK3HrsIkId15xz7MwmBXYiUl5Eexg133FA9uVnD8jesxZevg5ev8VxbFkd8lw84dloBVk9A7u8M56rYu2NY7s+EfE3ZjN0HwO/2QRjFvK9PZYo0ylmmF8nOW0UEwI+IpCiCo85e+xOnSmhuNROSanddSxZ+TnFUBbQlS2eUGAnIpWJvAhuegFStsBltzsCvO9Ww8Lr4I1x8MOXdVIM94YqxGbxuBdYbln/4ZyKk5F1fqyI1BtzAPQYy/VFf2ZG8b0coRUhxT/xuPU11gdO5c6AVdgo651refa4sdyCYro/sYo5K79x3Yv0Etg5Nyt29dgpsBORc4q8GH7+Ikz+AhJvA5MZvl0JCwbCG7+EHzJq9ePde+Gim3k2bIHleuz2HHMckO0+9+5wTgGni0ooKbWz9WCO113bRURq04RrOvJ26QAyfr6Wjd2e4LARTYzpBE9bX2Vd4APcFvAxVkqIDC1r4wpL7CzcsA9wzJ0LC7JUyLek1BHQ2TXHTkRqLOoSGP03xxBtj1+eDfA+ggUD4M3bIHNbrXys++owS/k5duUWT+zNzsduN1y/XgGueeYTbnr+fzyzajdjXtzo2h5ARKSuPHJDFzb/bjA3Xtaeg+1v5rrCZ3m0+G4yjUjiTD/xR+si/mubzmU/fkigueI2TSHWAMxmk8diMnDvsXO8D9AcOxGpsahLYMzf4bebIWGsI8DbvQL+fg0svR2ytvv049zPTCyv/By7guJSDvx0muJSz+HX77LzWLD+ewBe+7z6B3iLiPiCyWRyzZ+zBpgpwsqS0usZWPhXniy+k2NGOO3Mx7h215Ossc1gtHkDZspGF5xbO5WffuJs60rsjrTqsROR8xd9KfxiIfwmDRJuAUzwzYfwUn946w44+rVPPsZ9BVh55QM7gO+OnvLJ54qI1Ab3BWGF2FhcOoxrCufxf8W3c8YaQTxHmWv7G2tsMxlp3ogJOyHOwK7cKIUzoLM7e+wU2InIBWvZCX7xMvw2Dbr/AjDBrg/gb33hX3fC0dob+gzycibim5sP1trniYhcKG9nuZ4hkJdLb+T9gSt5JXg8OUYzLjFnMt/2PCttDzOENLDbCSy3xZNzjl3ZyRMK7ETEV1p2hpv/4Vje3200YIKd7zkCvH/fBdnfnCsHr0LP/lK9pGVohXvlF08AfLL72Hl9johIXfAW2DkZthBWtriVawrn8WzxzZw0QuhsPsyj+bPh79cyiC+Asqkmzq1QdPKEiNSeVl3glsVw30boehNgwNfL4MWr4e0JcKxmx3wt/XUfbkiIZdH4XhXuuffY1dIPVRERnwoMqDxMCjCbCQuykkcI80vH0L8wldSSMRSYQuDodv7vzB953/YoA81fAgYlZwO7En8O7NavX8/IkSOJi4vDZDKxfPnyCml27drFqFGjCA8PJywsjKuvvpqDB8uGbwoLC0lJSSE6OprQ0FBGjRrF4cOH6/BbiPiBmK4w9p8w6X/QZRRgwI534IXe8PZEOPZttbJJaBvOi7f3pEN0xR4791WyUaGB1crPuS/eoZ9OU1hScfWZiEhtcu+x69cxynUsWHQzG0O7xdAyrGzLk5OEMrfkZh6JXwL9p3GaIHqY97HY9mfetT3Bz05vAaNsJwC/DOzy8/NJTEzk+eef93p/79699O/fn5/97GesW7eOr776iscee4ygoCBXmqlTp7Js2TKWLl3KZ599Rl5eHiNGjKC0VP8nIFJjsd1h3GuOI3Z+NgJHgPc2vNgb3rkHftzjk48pv8ddZawBZtIP5HDNM5/w29e3+uSzRUSqyz2wCw+2suHBQeybfQObZg2meZCVmOZBFZ4xgiNhyBMk2Z/j7yU3UmDYuMK8h4eOzYJXbqBF9udA7W13UnEHvTo0fPhwhg8fXun93/3ud9xwww0888wzrmsXX3yx6+/c3FwWLVrEa6+9xpAhQwBYsmQJ7dq1Y+3atSQlJdVe4UX8WWwC/PJ1yPwK1s1xbJGy/V+OIC9hLAx40LGVynmKaR7EN1nnXhFrs5h58RNHMLl2V/Z5f56IyPlwD+ysAWbXaRHWAMf/egvswoKsAPxQEsZs++28XHIj91ne5w7Lx9gObuTqgxt53dqNVcUTgD4+L3ODnWNnt9tZsWIFnTp1IikpiVatWtG7d2+P4dr09HSKi4sZOnSo61pcXBzdu3dn48aNleZdWFjIyZMnPV4i4kXrRLj1Dfj1p9BpOBh22LYUnr8Slk2C43vPK9urLorkt4Mu4dar2vHF74ZwRXwLr+msAWb2Hc/3ek/Hj4lIbbMGmL3+7RTrJbBrdvbUCeeQ6zFa8HTJndwb8TL0+hV2k4V+AV/z9PHpjrnMPtZgA7vs7Gzy8vL405/+xLBhw1i9ejWjR49mzJgxfPrppwBkZWVhs9mIiIjweDYmJoasrKxK8549ezbh4eGuV7t27Wr1u4g0enGXwW1L4Z5PoNMwR4D31ZvwfC9Y/hv46ftqZdMhKgSApG6xzEz6GbPH9KBlWCD2SmK0QIuZA8crnilbVGJneOoG7luSfr7fSETknGwegV3FoVNvPXbNAr0Phh4lCm58lpXXfcQbJYMoIQBadfVdYc9qsIGd/ewOfjfddBMPPPAAl112GQ8//DAjRozgpZdeqvJZwzAwVTF2PWvWLHJzc12vQ4cO+bTsIn6rzRVw21twz3/h0qFglELG6zD/Snjvt5Czv8rHV069lk2zrqNjq2Ye13u0Dfea/siJAo8jx5w+//4432Sd4qMdlf+AExG5UO6nR1jMFUOmVs0rLgRr7uWcWCg7UiwvuDWPlNzDI3GvQO9JPippmQYb2EVHR2OxWOja1TOa7dKli2tVbGxsLEVFReTk5Hikyc7OJiYmptK8AwMDad68ucdLRGqgTU+4/d/wq4+h4xBHgPflEpjfE95PgRzvR4EFWQNoHR5c4frMpM7cO+Bipl3fqdKPdJ/rcrqoxPW3vbLuPhGRC+Te7nhbxBoVauOGhFiPa82qCOz++J9dzF3j2GXgp8A4CGzmNe2FaLCBnc1mo1evXuze7bmP1rfffkv79u0B6NmzJ1arlTVr1rjuZ2ZmsmPHDvr27Vun5RVpktpeCXe8AxPXwCWDwV4CW/8J86+A96fAieqdLBEWZGXW8C4M7Nyy0jRFJXZX711Bcdmqd+emnyIivuYe2Hn7CWkymXjx9p48f9vlrmvNAh2LJ16dcBUXRYfyuxu6ALD/+GkWrP+ezNwzQO2dPFGvq2Lz8vLYs6ds+4R9+/aRkZFBZGQk8fHxzJw5k3HjxnHttdcyaNAgVq5cyQcffMC6desACA8PZ+LEiUyfPp2oqCgiIyOZMWMGCQkJrlWyIlIH2l0Fye/CwTRYNxu+/wS2vgoZb8Dld8A106HFueeyOg/erkxhSSkhNgsFRWXBXGGx3es5tCIiF8p9jl1V67VCbWXhVNjZHrsBnVryyYyB7DiS6/UZi5c5e75Qrz12W7Zs4fLLL+fyyx2R7rRp07j88st5/PHHARg9ejQvvfQSzzzzDAkJCbz88su888479O/f35XH3Llz+fnPf87YsWPp168fISEhfPDBBwQEqKEXqXPxveHO5XD3SrhoANiLIf0VeO5y+HAa5Fa9efi59rcrKHL01J06U+y6po2LRaS2uG+sbnjts3MItpXFHOUXT1QWwPllj93AgQPPuWXBhAkTmDCh8uXAQUFBzJ8/n/nz5/u6eCJyvtr3gfHvw4GN8MkfYf8G2LIIvnwNrrgT+k+D8DYVHrNUcXwPlA3BnigoC+zOFGsoVkRqX1XhSohbYBdWbo6dt0UX4KcnT4iIn2vfF+76EO5aAe37Q2kRfPEyPHcZ/GcmnMys8Ih7A1meM4g7cbrIdU09diJSF6pap+U+HcS5QbGTrZIfrLV18oQCOxGpfR36w90rYPyH0L6fI8DbvABSE+Gjh+BU2bYlK++/lnnjLvOazRlnj91p96FY9diJSF2oPLJz782r7lCseuxEpPG76BpH792d70N8HygthLSXHAHeyllw6ijxUSGM6NHa6+P7j+dTajfIUY+diNSxqoZiL2kZSpfWzenXMcpjJS3UfWBXr3PsRKQJMpng4gFw0bXw/TrHKtpDafD5i7DlH3DlRAL63Y/JVLEhnfzGl9x02VGP0yj2ZOfRs31k3X4HEWly7FVEdpYAMytS+uNtdNVayRw7s3rsRMSvmExwySCYsArueBfa9oKSM/D5C5hSE3nU+jpROLYJCHWbd/dexg+ufaAAHnpnO98ePVXnxRcRcWc2m7yeemW1aI6diDQlJhN0HOzY5PiOd6DNlVBSwETzCjYETuVhyxt0CC6oMos1O4/WUWFFpKk6xyYelbJU0jOnOXYi4t9MJsfxZL9aC7e/zdd0JMRUyCTLh7xTeC8PW94kgpNeHw3WBsUiUssqO9P6XKyVrYpVYCciTYLJBJdez/iA2dxdNJOv7BcTRCGTLB/wWeD9PGhZSgs8h17r+uSJ9evXM3LkSOLi4jCZTCxfvrzStPfeey8mk4l58+Z5XC8sLCQlJYXo6GhCQ0MZNWoUhw9XvYGziNS9VVOv5YmRXbn1qvjzet49gLu0VTOv131JgZ2INEjNgqx8Yr+cm4p+z+sXP8N2ewdCTYX8xvI+nwXezwzLW4STB4C1lo7mqUx+fj6JiYk8//zzVaZbvnw5aWlpxMXFVbg3depUli1bxtKlS/nss8/Iy8tjxIgRlJZqla9IQ9I5Noy7+110zg3Uq/Lub/ryxj296dK6ueuaX548ISJSmahmgew/fhowEd3zJkbubMMQ81amWt6hu3k/ky3vMT5gNa+UJsGZeODcZ9H6yvDhwxk+fHiVaY4cOcLkyZNZtWoVN954o8e93NxcFi1axGuvveY613rJkiW0a9eOtWvXkpSUVGtlF5G6d0V8BADLth5xXbuAOLFK6rETkQbJ/dzYqzpEAibW2nsyougP/LroAXba2xNmKmCKZTmj1g2D/OP1V9hy7HY7ycnJzJw5k27dulW4n56eTnFxMUOHDnVdi4uLo3v37mzcuLHSfAsLCzl58qTHS0QaD/dpIwGVbINyoRTYiUiDFNUs0PV3RKiNWcN/dvadidX2XtxY9AfuLZrKLns7jrToBaFR9VNQL+bMmYPFYmHKlCle72dlZWGz2YiIiPC4HhMTQ1ZWltdnAGbPnk14eLjr1a5d3fVSisiFC3Tb+kTbnYhIk9KmRbDH+wn9L/J4b2Bmlf0qbiiazaqOj9dl0aqUnp5Oamoqixcv9rqnVVUMw6jymVmzZpGbm+t6HTp06EKLKyJ1KNDqFthpKFZEmpI7+7Sna+vmTB7UEXBsGeBtPygDMycJqeviVWrDhg1kZ2cTHx+PxWLBYrFw4MABpk+fTocOHQCIjY2lqKiInJwcj2ezs7OJiYmpNO/AwECaN2/u8RKRxiPIUjYUq5MnRKRJCQuy8p/7r2FGUmfXNff96jrHhLn+Liy212nZqpKcnMy2bdvIyMhwveLi4pg5cyarVq0CoGfPnlitVtasWeN6LjMzkx07dtC3b9/6KrqI1DL3HrvKNi6+UFoVKyKNRpAtgFOFJQCkDO7IB1/9wKqvj1JYUrdbhOTl5bFnzx7X+3379pGRkUFkZCTx8fFERXnO97NarcTGxtK5syNIDQ8PZ+LEiUyfPp2oqCgiIyOZMWMGCQkJrlWyIuJ/3BdPaLsTEWny3Hvsgq0BXB4fcTawq9seuy1btjBo0CDX+2nTpgEwfvx4Fi9eXK085s6di8ViYezYsRQUFDB48GAWL15MQIBO0RDxV80Cy8Ku2tqgWIGdiDQa5QM75wqzM8V122M3cOBAjBocHLl///4K14KCgpg/fz7z58/3YclEpCFrEWJ1/a2TJ0SkyQuyBXj8HXh2InJd99iJiJyPFiFl+3MqsBORJi/YbeJxkKWsx06BnYg0Bi2C3XrstI+diDR1zQLLGsVgW4BrInJhHQ/FioicD/ceu+pP5qgZBXYi0mh0imnm+ttjjp167ESkEQh367HLO1NSK5+hwE5EGo1ObnvXBVnNrj2h1GMnIo2B+7y6U2eKa+UzFNiJSKNxqVuPXZC1bPFEkXrsRKSROVlLPXba7kREGo2urZtzc8+2BFrMBFkDCLJq8YSINE7ax05EmjyTycRfbkl0vQ+xBRDdzOaxN5SISEM2e0wCb31xiEkDLqmV/BXYiUij1bFVGFsevb6+iyEiUm23XhXPrVfF11r+mmMnIiIi4icU2ImIiIj4CQV2IiIiIn5CgZ2IiIiIn1BgJyIiIuInFNiJiIiI+AkFdiIiIiJ+QoGdiIiIiJ+o18Bu/fr1jBw5kri4OEwmE8uXL6807b333ovJZGLevHke1wsLC0lJSSE6OprQ0FBGjRrF4cOHa7fgIiIiIg1QvQZ2+fn5JCYm8vzzz1eZbvny5aSlpREXF1fh3tSpU1m2bBlLly7ls88+Iy8vjxEjRlBaWlpbxRYRERFpkOr1SLHhw4czfPjwKtMcOXKEyZMns2rVKm688UaPe7m5uSxatIjXXnuNIUOGALBkyRLatWvH2rVrSUpKqrWyi4iIiDQ0DXqOnd1uJzk5mZkzZ9KtW7cK99PT0ykuLmbo0KGua3FxcXTv3p2NGzfWZVFFRERE6l299tidy5w5c7BYLEyZMsXr/aysLGw2GxERER7XY2JiyMrKqjTfwsJCCgsLXe9PnjzpmwKLiIiI1KMG22OXnp5OamoqixcvxmQy1ehZwzCqfGb27NmEh4e7Xu3atbvQ4oqIiIjUuwbbY7dhwways7OJj493XSstLWX69OnMmzeP/fv3ExsbS1FRETk5OR69dtnZ2fTt27fSvGfNmsW0adNc73Nzc4mPj1fPnYifc/43bhhGPZfEN5zfQ22XiH+rSdvVYAO75ORk14IIp6SkJJKTk7n77rsB6NmzJ1arlTVr1jB27FgAMjMz2bFjB88880yleQcGBhIYGOh676ww9dyJNA2nTp0iPDy8votxwU6dOgWo7RJpKqrTdtVrYJeXl8eePXtc7/ft20dGRgaRkZHEx8cTFRXlkd5qtRIbG0vnzp0BCA8PZ+LEiUyfPp2oqCgiIyOZMWMGCQkJFYLCqsTFxXHo0CHCwsLOOex78uRJ2rVrx6FDh2jevHkNvq2Up7r0LdXnuRmGwalTp7xundQYqe2qH6pL31J9nltN2q56Dey2bNnCoEGDXO+dw6Pjx49n8eLF1cpj7ty5WCwWxo4dS0FBAYMHD2bx4sUEBARUuxxms5m2bdvWqOzNmzfXP0AfUV36luqzav7QU+ektqt+qS59S/VZteq2XfUa2A0cOLBGc132799f4VpQUBDz589n/vz5PiyZiIiISOPTYFfFioiIiEjNKLCrocDAQJ544gmPxRdyflSXvqX6lKro34fvqC59S/XpWybDX9b9i4iIiDRx6rETERER8RMK7ERERET8hAI7ERERET+hwE5ERETETzS5wO5vf/sbPXr0cG2E2KdPHz766CMAiouLeeihh0hISCA0NJS4uDjuvPNOfvjhB488CgsLSUlJITo6mtDQUEaNGsXhw4c90uTk5JCcnEx4eDjh4eEkJydz4sSJuvqadaaq+izv3nvvxWQyMW/ePI/rqk+H6tTlrl27GDVqFOHh4YSFhXH11Vdz8OBB133Vpf9S2+Vbart8R21XA2M0Me+//76xYsUKY/fu3cbu3buNRx55xLBarcaOHTuMEydOGEOGDDHeeust45tvvjE2bdpk9O7d2+jZs6dHHpMmTTLatGljrFmzxti6dasxaNAgIzEx0SgpKXGlGTZsmNG9e3dj48aNxsaNG43u3bsbI0aMqOuvW+uqqk93y5YtMxITE424uDhj7ty5HvdUnw7nqss9e/YYkZGRxsyZM42tW7cae/fuNT788EPj6NGjrjxUl/5LbZdvqe3yHbVdDUuTC+y8iYiIMF5++WWv9zZv3mwAxoEDBwzDMIwTJ04YVqvVWLp0qSvNkSNHDLPZbKxcudIwDMPYuXOnARiff/65K82mTZsMwPjmm29q8Zs0DOXr8/Dhw0abNm2MHTt2GO3bt/doHFWfVXOvy3Hjxhl33HFHpWlVl02P2i7fUtvlO2q76k+TG4p1V1paytKlS8nPz6dPnz5e0+Tm5mIymWjRogUA6enpFBcXM3ToUFeauLg4unfvzsaNGwHYtGkT4eHh9O7d25Xm6quvJjw83JXGH3mrT7vdTnJyMjNnzqRbt24VnlF9ele+Lu12OytWrKBTp04kJSXRqlUrevfuzfLly13PqC6bDrVdvqW2y3fUdtW/JhnYbd++nWbNmhEYGMikSZNYtmwZXbt2rZDuzJkzPPzww9x2222ug4mzsrKw2WxERER4pI2JiSErK8uVplWrVhXya9WqlSuNP6mqPufMmYPFYmHKlClen1V9eqqsLrOzs8nLy+NPf/oTw4YNY/Xq1YwePZoxY8bw6aefAqrLpkBtl2+p7fIdtV0Nh6W+C1AfOnfuTEZGBidOnOCdd95h/PjxfPrppx4NZHFxMb/85S+x2+28+OKL58zTMAxMJpPrvfvflaXxF5XVZ0FBAampqWzdurXG37up1mdldensdbnpppt44IEHALjsssvYuHEjL730EgMGDKg0z6Zal/5IbZdvqe3yHbVdDUeT7LGz2Wx07NiRK6+8ktmzZ5OYmEhqaqrrfnFxMWPHjmXfvn2sWbPG9YsXIDY2lqKiInJycjzyzM7OJiYmxpXm6NGjFT732LFjrjT+pLL63LBhA9nZ2cTHx2OxWLBYLBw4cIDp06fToUMHQPVZXmV1GR0djcViqdA706VLF9fKMtWl/1Pb5Vtqu3xHbVfD0SQDu/IMw6CwsBAoaxi/++471q5dS1RUlEfanj17YrVaWbNmjetaZmYmO3bsoG/fvgD06dOH3NxcNm/e7EqTlpZGbm6uK40/c9ZncnIy27ZtIyMjw/WKi4tj5syZrFq1ClB9nouzLm02G7169WL37t0e97/99lvat28PqC6bIrVdvqW2y3fUdtWjul6tUd9mzZplrF+/3ti3b5+xbds245FHHjHMZrOxevVqo7i42Bg1apTRtm1bIyMjw8jMzHS9CgsLXXlMmjTJaNu2rbF27Vpj69atxnXXXed1WXaPHj2MTZs2GZs2bTISEhL8cll2VfXpTfmVZYah+nQ6V12+++67htVqNRYsWGB89913xvz5842AgABjw4YNrjxUl/5LbZdvqe3yHbVdDUuTC+wmTJhgtG/f3rDZbEbLli2NwYMHu/7x7du3zwC8vj755BNXHgUFBcbkyZONyMhIIzg42BgxYoRx8OBBj885fvy4cfvttxthYWFGWFiYcfvttxs5OTl1+E3rRlX16Y23xlH16VCduly0aJHRsWNHIygoyEhMTDSWL1/ucV916b/UdvmW2i7fUdvVsJgMwzDqp69QRERERHxJc+xERERE/IQCOxERERE/ocBORERExE8osBMRERHxEwrsRERERPyEAjsRERERP6HATkRERMRPKLATERER8RMK7ERERET8hAI7kSZg9OjRREREcPPNN9d3UUREqk1tV80psBNpAqZMmcI///nP+i6GiEiNqO2qOQV20uQMHDiQqVOn1iiNYRj8+te/JjIyEpPJREZGRq2W0dcGDRpEWFhYfRdDRC6A2i6pDgV2wl133YXJZMJkMmGxWIiPj+e+++4jJyenvotWb959911+//vfu96vXLmSxYsX8+GHH5KZmUn37t2r1ciKSO1R21WR2i6x1HcBpGEYNmwYr7zyCiUlJezcuZMJEyZw4sQJ3nzzzfouWr2IjIz0eL93715at25N375966lEVevZsyeFhYUVrq9evZq4uLh6KJFI3VDb5Ultl6jHTgAIDAwkNjaWtm3bMnToUMaNG8fq1atd91euXEn//v1p0aIFUVFRjBgxgr1793rkMXDgQFJSUpg6dSoRERHExMSwYMEC8vPzufvuuwkLC+OSSy7ho48+qnG+U6ZM4cEHHyQyMpLY2FiefPLJKr/P22+/TUJCAsHBwURFRTFkyBDy8/Nd9+12e5X5uf+iveuuu0hJSeHgwYOYTCY6dOjAXXfdxaeffkpqaqqrx2D//v3Vqmu73c6cOXPo2LEjgYGBxMfH84c//OGC6jE9PZ0dO3ZUeKlhFH+ntsszP7VdosBOKvj+++9ZuXIlVqvVdS0/P59p06bxxRdf8PHHH2M2mxk9ejR2u93j2VdffZXo6Gg2b95MSkoK9913H7fccgt9+/Zl69atJCUlkZyczOnTp2ucb2hoKGlpaTzzzDM8/fTTrFmzxmv5MzMzufXWW5kwYQK7du1i3bp1jBkzBsMwziu/1NRUnn76adq2bUtmZiZffPEFqamp9OnTh3vuuYfMzEwyMzNp165dtep31qxZzJkzh8cee4ydO3fyxhtvEBMTc0H1KCJqu8pT29VEGdLkjR8/3ggICDBCQ0ONoKAgAzAA469//Wulz2RnZxuAsX37dte1AQMGGP3793e9LykpMUJDQ43k5GTXtczMTAMwNm3adN75GoZh9OrVy3jooYe85pGenm4Axv79+73er05+AwYMMO6//37X+7lz5xrt27evkI97muo4efKkERgYaCxcuLDSNL6ox/KGDh1qREdHG8HBwUabNm2MzZs316jcIg2R2i61XVKReuwEcKw8ysjIIC0tjZSUFJKSkkhJSXHd37t3L7fddhsXX3wxzZs356KLLgLg4MGDHvn06NHD9XdAQABRUVEkJCS4rjl/3WVnZ593vgCtW7d25VFeYmIigwcPJiEhgVtuuYWFCxdWmExdk/x8adeuXRQWFjJ48OAq09W0Hs9l1apVHDt2jNOnT3P48GF69ep1HqUXaXjUdqntEk8K7ASA0NBQOnbsSI8ePXjuuecoLCzkqaeect0fOXIkx48fZ+HChaSlpZGWlgZAUVGRRz7uQyAAJpPJ45rJZAJwDVdcSL7lhzycAgICWLNmDR999BFdu3Zl/vz5dO7cmX379p1Xfr4UHBxcrXQ1rUeRpkptl9ou8aTATrx64okn+Mtf/sIPP/zA8ePH2bVrF48++iiDBw+mS5cuPtlOoLbyBUfj0a9fP5566im+/PJLbDYby5Yt80neTjabjdLS0ho9c+mllxIcHMzHH3/s07KIiIParnNT2+XftN2JeDVw4EC6devGH//4R5577jmioqJYsGABrVu35uDBgzz88MMX/BkRERG1km9aWhoff/wxQ4cOpVWrVqSlpXHs2DG6dOlywXm769ChA2lpaezfv59mzZoRGRmJ2Vz1b6WgoCAeeughHnzwQWw2G/369ePYsWN8/fXXTJw40aflE2mK1Hadm9ou/6YeO6nUtGnTWLhwIUeOHGHp0qWkp6fTvXt3HnjgAf785z9fcP5ms7lW8m3evDnr16/nhhtuoFOnTjz66KM8++yzDB8+/ILzdjdjxgwCAgLo2rUrLVu25ODBgyxevNg11FCZxx57jOnTp/P444/TpUsXxo0bVydzZESaCrVdVVPb5d9MhuG2jlpELsiTTz7JunXrWLduXX0XRUSk2tR2+Q8NxYr40KpVq0hNTa3vYoiI1IjaLv+hHjsRERERP6E5diIiIiJ+QoGdiIiIiJ9QYCciIiLiJxTYiYiIiPgJBXYiIiIifkKBnYiIiIifUGAnIiIi4icU2ImIiIj4CQV2IiIiIn5CgZ2IiIiIn1BgJyIiIuInFNiJiIiI+AkFdiIiIiJ+4v8Biohig1aHW98AAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#\n", + "# treatment of the dataset\n", + "#\n", + "\n", + "stds_2022 = rp.rameau(data_liste_stds)\n", + "\n", + "wat_ext, areas, areas_ref = stds_2022.external_calibration(roi=np.array([[3190, 3200],[3750, 3760]]), path_ref='./raw/', show_fig=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "RMSE is: 0.23688077169749333\n" + ] + } + ], + "source": [ + "# The dataset on which the predictions were performed actually had known water contents.\n", + "# We can then calculate the error between the true water content and the predictions\n", + "# to verify the accuracy of the calibration\n", + "\n", + "print('RMSE is:', np.sqrt(np.mean((stds_2022.data_liste['Water, wt%'] - wat_ext)**2)))" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Figure\n", + "\n", + "Comparison of the known water content of the glass standards with the Raman calculated values following the external calibration method." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Standard deviation is: 0.24\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Figure\n", + "\n", + "RMSE_ext = np.sqrt(mean_squared_error(stds_2022.data_liste['Water, wt%'], wat_ext))\n", + "\n", + "print('Standard deviation is: '+str(np.round(RMSE_ext,2)))\n", + "\n", + "plt.figure(figsize=(4,4))\n", + "\n", + "plt.plot(wat_ext, stds_2022.data_liste['Water, wt%'], \"o\", mfc=\"none\", mec=\"k\")\n", + "\n", + "plt.plot([0,12],[0,12],\"k--\",alpha=0.5)\n", + "plt.xlabel(r\"Raman [H$_2$O] / wt $\\%$\")\n", + "plt.ylabel(r\"Reference [H$_2$O] / wt $\\%$\")\n", + "plt.title(\"external calibration method\")\n", + "\n", + "\n", + "plt.tight_layout()\n", + "\n", + "plt.savefig(\"./Figure_ext.pdf\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.0" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/rameau_example/README.md b/examples/rameau_example/README.md index 9cbae0f..09d06fd 100644 --- a/examples/rameau_example/README.md +++ b/examples/rameau_example/README.md @@ -2,7 +2,7 @@ Rameau is a set of functions and a class from the rampy library that provides a way to calculate the water content of a glass from its Raman spectrum. -At this stage, it provides access to external Raman calibrations, from the Le Losq et al. (2012) and Di Genova et al. (2017) articles. +At this stage, it provides access to external Raman calibrations, from the Le Losq et al. (2012), Di Genova et al. (2017) and Thomas et al. (2008) articles. # INSTALLATION @@ -50,13 +50,13 @@ The virtual machine will see everything in the working directory, so after you j ## Jupyter notebook or rameau.py script ? -- the Python_treatment.ipynb Jupyter notebook provides some interactive example with figures showcasing the different calibrations. +- the Python_treatment.ipynb and Python_treatment_ext.ipynb Jupyter notebooks provide some interactive examples with figures showcasing the different calibrations. - however, the easiest usage is to work with the rameau.py script provided in this folder. This allows calling rameau directly from the terminal, providing a simple set of arguments. ## Folder prepration -- Put rameau.py or the notebook in your working directory (e.g. you can download this example directory and work in it) +- Put rameau.py or the notebooks in your working directory (e.g. you can download this example directory and work in it) - Spectra should be in a subfolder called "raw". @@ -135,3 +135,5 @@ $ python rameau.py -i dataset.xlsx -s 2018_RSES -o results.csv -l 532.0 -m predi C. Le Losq, D. R. Neuville, R. Moretti, J. Roux, Determination of water content in silicate glasses using Raman spectrometry: Implications for the study of explosive volcanism. American Mineralogist. 97, 779–790 (2012). D. Di Genova et al., Effect of iron and nanolites on Raman spectra of volcanic glasses: A reassessment of existing strategies to estimate the water content. Chemical Geology. 475, 76–86 (2017). + +S.-M. Thomas, R. Thomas, P. Davidson, P. Reichart, M. Koch-Muller, G. Dollinger, Application of Raman Spectroscopy to Quantify Trace Water Concentrations in Glasses and Garnets. American Mineralogist 2008, 93 (10), 1550–1557. https://doi.org/10.2138/am.2008.2834. \ No newline at end of file diff --git a/examples/rameau_example/dataset.xlsx b/examples/rameau_example/dataset.xlsx index 28acf78..9ebf831 100644 Binary files a/examples/rameau_example/dataset.xlsx and b/examples/rameau_example/dataset.xlsx differ diff --git a/examples/rameau_example/raw/Som-13-17.txt b/examples/rameau_example/raw/Som-13-17.txt new file mode 100644 index 0000000..26e6cf0 --- /dev/null +++ b/examples/rameau_example/raw/Som-13-17.txt @@ -0,0 +1,1929 @@ +100 1095.557 +101.98123 1251.324 +103.96246 1412.4414 +105.9437 1563.5057 +107.92492 1673.2493 +109.90615 1760.1823 +111.88738 1872.731 +113.86861 1949.9132 +115.84985 1990.9766 +117.83108 2002.3927 +119.8123 2061.1755 +121.79353 2079.9888 +123.77477 2085.7839 +125.756 2081.8135 +127.73723 2076.8347 +129.71846 2082.3093 +131.69969 2080.4773 +133.68092 2110.6411 +135.66216 2110.6409 +137.64337 2075.2888 +139.6246 2089.5476 +141.60583 2112.3511 +143.58707 2062.9451 +145.5683 2052.6545 +147.54953 2079.6008 +149.53076 2076.0566 +151.51199 2035.3187 +153.49323 1990.8345 +155.47446 2019.7465 +157.45569 2009.7477 +159.43692 1985.1506 +161.41814 1935.6521 +163.39937 1921.0441 +165.3806 1942.2958 +167.36183 1969.2849 +169.34306 1969.941 +171.3243 1938.1764 +173.30553 1909.3978 +175.28676 1921.1361 +177.26799 1924.3544 +179.24922 1883.9529 +181.23045 1889.0959 +183.21169 1902.7521 +185.19292 1895.8922 +187.17413 1879.5245 +189.15536 1878.9684 +191.1366 1876.799 +193.11783 1850.9073 +195.09906 1821.8982 +197.08029 1813.2686 +199.06152 1785.6267 +201.04276 1779.7677 +203.02399 1805.3342 +205.00522 1789.1769 +206.98645 1772.5508 +208.96768 1747.0887 +210.9489 1756.5269 +212.93013 1760.7888 +214.91136 1752.0458 +216.89259 1743.4684 +218.87383 1735.5214 +220.85506 1745.7931 +222.83629 1742.3752 +224.81752 1739.6997 +226.79875 1724.2609 +228.77998 1732.007 +230.76122 1670.4336 +232.74245 1687.9221 +234.72366 1713.3627 +236.7049 1700.2671 +238.68613 1688.5325 +240.66736 1689.8903 +242.64859 1675.6555 +244.62982 1675.6097 +246.61105 1695.9325 +248.59229 1672.052 +250.57352 1642.8082 +252.55475 1659.3429 +254.53598 1638.0538 +256.51721 1639.5695 +258.49844 1636.2903 +260.47968 1608.5073 +262.46091 1603.1541 +264.44214 1620.8291 +266.42337 1623.2363 +268.4046 1634.165 +270.38583 1620.3864 +272.36703 1615.7766 +274.34827 1601.0469 +276.3295 1586.7633 +278.31073 1596.2745 +280.29196 1597.3149 +282.27319 1612.274 +284.25443 1592.5388 +286.23566 1579.384 +288.21689 1570.3129 +290.19812 1556.7603 +292.17935 1582.4792 +294.16058 1577.802 +296.14182 1569.2484 +298.12305 1561.7621 +300.10428 1545.4897 +302.08551 1547.4497 +304.06674 1541.4203 +306.04797 1545.2618 +308.02921 1520.3484 +310.01044 1507.8323 +311.99167 1511.4583 +313.9729 1507.7194 +315.95413 1499.5913 +317.93536 1484.1713 +319.91656 1449.7402 +321.8978 1475.4324 +323.87903 1491.0409 +325.86026 1474.3309 +327.84149 1474.3058 +329.82272 1475.6873 +331.80396 1469.2039 +333.78519 1467.2479 +335.76642 1452.4639 +337.74765 1446.9757 +339.72888 1445.1135 +341.71011 1449.3726 +343.69135 1464.0061 +345.67258 1438.1166 +347.65381 1440.0275 +349.63504 1436.0892 +351.61627 1415.8115 +353.5975 1401.8479 +355.57874 1428.0077 +357.55997 1421.8452 +359.5412 1431.5126 +361.52243 1416.3846 +363.50366 1429.7523 +365.48489 1437.9969 +367.46613 1429.7257 +369.44733 1427.006 +371.42856 1419.8854 +373.40979 1438.4365 +375.39102 1427.7172 +377.37225 1412.2856 +379.35349 1443.3635 +381.33472 1430.9304 +383.31595 1422.2181 +385.29718 1428.1312 +387.27841 1432.5341 +389.25964 1431.5522 +391.24088 1433.403 +393.22211 1422.9178 +395.20334 1413.8781 +397.18457 1414.9695 +399.1658 1412.5944 +401.14703 1417.6323 +403.12827 1419.519 +405.1095 1422.646 +407.09073 1453.7177 +409.07196 1434.1252 +411.05319 1440.7273 +413.03442 1415.5603 +415.01566 1434.7112 +416.99686 1437.1018 +418.97809 1430.9252 +420.95932 1434.9038 +422.94055 1437.5444 +424.92178 1448.4719 +426.90302 1449.5924 +428.88425 1423.0076 +430.86548 1424.1454 +432.84671 1433.0487 +434.82794 1428.3215 +436.80917 1457.5256 +438.79041 1457.9937 +440.77164 1458.528 +442.75287 1453.4763 +444.7341 1454.9153 +446.71533 1447.5516 +448.69656 1448.6528 +450.6778 1472.4517 +452.65903 1477.022 +454.64026 1471.1255 +456.62149 1480.661 +458.60272 1484.5753 +460.58395 1462.4458 +462.56519 1441.202 +464.54642 1462.9293 +466.52762 1479.7498 +468.50885 1486.1976 +470.49008 1491.5612 +472.47131 1498.9098 +474.45255 1505.056 +476.43378 1496.0531 +478.41501 1497.6241 +480.39624 1482.3644 +482.37747 1489.4652 +484.3587 1489.5353 +486.33994 1497.2095 +488.32117 1502.7185 +490.3024 1495.4655 +492.28363 1502.83 +494.26486 1501.4202 +496.24609 1486.2876 +498.22733 1474.3857 +500.20856 1495.7139 +502.18979 1493.4014 +504.17102 1488.6217 +506.15225 1489.8135 +508.13348 1474.0049 +510.11472 1474.6998 +512.09595 1483.3375 +514.07715 1468.7075 +516.05841 1479.9636 +518.03961 1477.1644 +520.02087 1475.5815 +522.00208 1469.7821 +523.98334 1460.8987 +525.96454 1462.5404 +527.9458 1443.332 +529.927 1440.2656 +531.90826 1461.0404 +533.88947 1471.1522 +535.87073 1446.1101 +537.85193 1422.5476 +539.83313 1424.5717 +541.81439 1434.5609 +543.79559 1419.1063 +545.77686 1426.903 +547.75806 1433.9429 +549.73932 1418.1091 +551.72052 1412.8098 +553.70178 1414.5929 +555.68298 1419.318 +557.66425 1421.7489 +559.64545 1410.9602 +561.62671 1396.2657 +563.60791 1392.6426 +565.58917 1388.3328 +567.57037 1375.3739 +569.55164 1377.7435 +571.53284 1398.5032 +573.5141 1386.0842 +575.4953 1362.4702 +577.47656 1355.1503 +579.45776 1343.8776 +581.43903 1319.1653 +583.42023 1332.4104 +585.40149 1332.8793 +587.38269 1299.5771 +589.36389 1291.3898 +591.34515 1267.446 +593.32635 1265.853 +595.30762 1259.9873 +597.28882 1237.6996 +599.27008 1225.2679 +601.25128 1199.072 +603.23254 1176.0012 +605.21375 1202.3099 +607.19501 1197.928 +609.17621 1138.1296 +611.15747 1132.7006 +613.13867 1133.9307 +615.11993 1132.7888 +617.10114 1109.4363 +619.0824 1091.7983 +621.0636 1087.7574 +623.04486 1082.3282 +625.02606 1087.6691 +627.00732 1064.7942 +628.98853 1055.692 +630.96979 1043.9064 +632.95099 1045.8314 +634.93225 1035.5974 +636.91345 1023.8712 +638.89465 1024.0657 +640.87592 1019.2825 +642.85712 1007.1307 +644.83838 1001.0073 +646.81958 1008.2006 +648.80084 1021.8413 +650.78204 1021.9177 +652.76331 1013.3476 +654.74451 975.56757 +656.72577 1005.699 +658.70697 1022.2094 +660.68823 1009.9985 +662.66943 981.12054 +664.6507 996.56372 +666.6319 1018.1774 +668.61316 1009.5319 +670.59436 1016.1165 +672.57562 1004.6303 +674.55682 1011.1792 +676.53809 986.0722 +678.51929 983.98358 +680.50055 1000.7085 +682.48175 1008.454 +684.46301 1007.2232 +686.44421 1002.6743 +688.42542 1002.0155 +690.40668 999.08136 +692.38788 989.90051 +694.36914 988.28693 +696.35034 993.85461 +698.3316 1002.6185 +700.31281 977.77698 +702.29407 965.12042 +704.27527 998.92786 +706.25653 958.02649 +708.23773 953.74286 +710.21899 970.20703 +712.2002 943.87854 +714.18146 948.39716 +716.16266 933.99884 +718.14392 951.78595 +720.12512 922.60144 +722.10638 937.14185 +724.08759 914.23578 +726.06885 935.77905 +728.05005 937.1369 +730.03131 918.19727 +732.01251 926.29132 +733.99371 924.30951 +735.97498 913.98218 +737.95618 911.21942 +739.93744 914.41455 +741.91864 894.87909 +743.8999 871.81165 +745.8811 877.76984 +747.86237 874.06091 +749.84357 874.25842 +751.82483 874.66864 +753.80603 855.57123 +755.78729 850.99231 +757.76849 844.34064 +759.74976 837.25494 +761.73096 834.19666 +763.71222 822.81573 +765.69342 831.71442 +767.67468 833.21112 +769.65588 808.99915 +771.63715 798.85492 +773.61835 803.57684 +775.59961 816.65594 +777.58081 795.22003 +779.56207 789.09814 +781.54327 771.09259 +783.52448 774.79425 +785.50574 782.31128 +787.48694 780.71295 +789.4682 767.76862 +791.4494 765.16278 +793.43066 752.56653 +795.41187 738.56445 +797.39313 741.26068 +799.37433 742.52942 +801.35559 747.37219 +803.33679 743.15973 +805.31805 735.34351 +807.29926 747.63812 +809.28052 753.25073 +811.26172 750.36682 +813.24298 746.97003 +815.22418 736.93439 +817.20544 749.92841 +819.18665 751.53937 +821.16791 765.87488 +823.14911 775.71246 +825.13037 767.24835 +827.11157 774.51758 +829.09283 790.61151 +831.07404 773.64374 +833.05524 771.58356 +835.0365 815.49518 +837.0177 809.37122 +838.99896 826.85602 +840.98016 821.60626 +842.96143 834.29102 +844.94263 854.5556 +846.92389 879.72107 +848.90509 854.3739 +850.88635 892.22931 +852.86755 903.10474 +854.84882 910.77844 +856.83002 931.63202 +858.81128 942.76031 +860.79248 950.01984 +862.77374 946.97638 +864.75494 953.45599 +866.73621 967.91168 +868.71741 1006.2128 +870.69867 1021.4538 +872.67987 1017.558 +874.66113 1008.2877 +876.64233 1009.8252 +878.6236 1021.8148 +880.6048 1051.5267 +882.586 1072.4109 +884.56726 1093.578 +886.54846 1099.0576 +888.52972 1095.9707 +890.51093 1104.0658 +892.49219 1103.8656 +894.47339 1121.5779 +896.45465 1141.9064 +898.43585 1139.6549 +900.41711 1150.5249 +902.39832 1163.6779 +904.37958 1159.3597 +906.36078 1172.441 +908.34204 1188.0726 +910.32324 1180.1224 +912.3045 1160.8796 +914.28571 1192.9697 +916.26697 1195.9884 +918.24817 1210.0304 +920.22943 1209.3392 +922.21063 1201.7277 +924.19189 1165.6937 +926.1731 1202.0453 +928.15436 1218.153 +930.13556 1208.7194 +932.11676 1233.4066 +934.09802 1230.8495 +936.07922 1222.3069 +938.06049 1208.2542 +940.04169 1240.6019 +942.02295 1237.7075 +944.00415 1193.6337 +945.98541 1249.6892 +947.96661 1212.1617 +949.94788 1241.296 +951.92908 1233.0782 +953.91034 1230.9895 +955.89154 1241.5377 +957.8728 1206.9095 +959.854 1220.5582 +961.83527 1222.8313 +963.81647 1211.6616 +965.79773 1214.9497 +967.77893 1205.8236 +969.76019 1200.5616 +971.74139 1216.8781 +973.72266 1215.9962 +975.70386 1201.9082 +977.68506 1176.96 +979.66632 1176.7325 +981.64752 1181.1445 +983.62878 1196.1133 +985.60999 1173.3774 +987.59125 1169.0253 +989.57245 1171.9801 +991.55371 1171.8646 +993.53491 1167.7987 +995.51617 1169.5203 +997.49738 1134.0154 +999.47864 1150.984 +1001.4598 1145.2338 +1003.4411 1129.2629 +1005.4223 1114.0062 +1007.4036 1124.1877 +1009.3848 1118.9169 +1011.366 1080.7678 +1013.3472 1104.5579 +1015.3285 1088.4745 +1017.3097 1084.2806 +1019.291 1071.5476 +1021.2722 1061.5435 +1023.2534 1047.0688 +1025.2346 1048.4781 +1027.2158 1054.2031 +1029.197 1032.282 +1031.1783 1026.4065 +1033.1595 1022.9826 +1035.1407 991.1427 +1037.1219 977.52393 +1039.1033 972.41022 +1041.0845 954.11993 +1043.0657 968.42932 +1045.0469 950.98499 +1047.0282 923.85455 +1049.0094 929.8194 +1050.9906 927.16113 +1052.9718 906.82935 +1054.9531 879.16254 +1056.9343 875.06696 +1058.9155 869.75378 +1060.8967 866.02148 +1062.8781 854.65198 +1064.8593 837.41278 +1066.8405 829.797 +1068.8217 815.12396 +1070.803 820.12903 +1072.7842 807.33405 +1074.7654 783.20648 +1076.7466 780.17188 +1078.7278 781.92719 +1080.7091 758.34949 +1082.6903 736.60535 +1084.6715 711.28851 +1086.6527 705.49652 +1088.634 714.82172 +1090.6152 695.64862 +1092.5964 685.08423 +1094.5776 673.98956 +1096.559 662.19495 +1098.5402 651.52325 +1100.5214 655.59851 +1102.5026 643.00928 +1104.4839 639.96155 +1106.4651 627.92139 +1108.4463 612.93127 +1110.4275 593.6568 +1112.4088 584.28571 +1114.39 602.95599 +1116.3712 587.4361 +1118.3524 578.83636 +1120.3337 568.17053 +1122.3149 573.2934 +1124.2961 558.22833 +1126.2773 552.4082 +1128.2585 537.29498 +1130.2399 542.31616 +1132.2211 545.27466 +1134.2023 536.08569 +1136.1835 531.97955 +1138.1648 533.34552 +1140.146 508.02631 +1142.1272 502.53979 +1144.1084 493.51147 +1146.0897 485.17538 +1148.0709 489.86752 +1150.0521 492.65002 +1152.0333 496.543 +1154.0146 469.19971 +1155.9958 475.64899 +1157.9771 468.65588 +1159.9583 471.08133 +1161.9396 462.33716 +1163.9208 462.66861 +1165.902 463.49759 +1167.8832 453.93729 +1169.8645 452.64111 +1171.8457 453.41684 +1173.8269 438.81519 +1175.8081 436.6998 +1177.7893 428.94916 +1179.7706 436.49844 +1181.7518 435.69186 +1183.733 439.46701 +1185.7142 431.7493 +1187.6956 427.93646 +1189.6768 432.35138 +1191.658 420.13724 +1193.6392 428.07083 +1195.6205 418.84 +1197.6017 415.4501 +1199.5829 408.8797 +1201.5641 411.25113 +1203.5454 400.81128 +1205.5266 408.9791 +1207.5078 413.16656 +1209.489 399.73822 +1211.4703 401.91306 +1213.4515 395.16815 +1215.4327 399.07132 +1217.4139 401.64111 +1219.3953 398.57422 +1221.3765 389.45779 +1223.3577 394.91928 +1225.3389 400.64346 +1227.3201 392.44385 +1229.3014 384.76898 +1231.2826 398.88022 +1233.2638 397.34933 +1235.245 388.40213 +1237.2263 383.2597 +1239.2075 388.3674 +1241.1887 377.16251 +1243.1699 389.28555 +1245.1512 403.85965 +1247.1324 405.90622 +1249.1136 385.89493 +1251.0948 375.67734 +1253.0762 386.14462 +1255.0574 390.44843 +1257.0386 387.37064 +1259.0198 386.16025 +1261.0011 387.75598 +1262.9823 389.20981 +1264.9635 380.85526 +1266.9447 380.89395 +1268.926 384.14243 +1270.9072 378.69449 +1272.8884 383.22183 +1274.8696 379.33929 +1276.8508 382.41336 +1278.8322 380.30203 +1280.8134 387.46704 +1282.7946 384.28506 +1284.7758 379.88489 +1286.7571 379.8877 +1288.7383 400.62997 +1290.7195 382.2124 +1292.7007 378.96484 +1294.682 385.61243 +1296.6632 382.48868 +1298.6444 369.91275 +1300.6256 389.53732 +1302.6069 387.72391 +1304.5881 383.79001 +1306.5693 392.42426 +1308.5505 381.30945 +1310.5319 382.50342 +1312.5131 382.13791 +1314.4943 380.3912 +1316.4755 377.39822 +1318.4567 390.79785 +1320.438 394.81088 +1322.4192 383.21082 +1324.4004 391.34085 +1326.3816 376.64066 +1328.3629 370.19012 +1330.3441 379.77179 +1332.3253 376.15305 +1334.3065 374.88284 +1336.2878 373.93475 +1338.269 384.18634 +1340.2502 376.03711 +1342.2314 379.41083 +1344.2128 381.60147 +1346.194 377.38754 +1348.1752 380.59338 +1350.1564 383.55997 +1352.1377 378.33246 +1354.1189 370.69757 +1356.1001 370.76926 +1358.0813 380.05585 +1360.0626 383.29083 +1362.0438 382.4537 +1364.025 380.0321 +1366.0062 375.26181 +1367.9874 366.59052 +1369.9688 369.80591 +1371.95 378.46838 +1373.9312 370.73288 +1375.9124 380.38983 +1377.8937 376.82693 +1379.8749 370.2963 +1381.8561 369.37527 +1383.8373 365.14325 +1385.8186 375.33737 +1387.7998 375.85556 +1389.781 378.43597 +1391.7622 376.51724 +1393.7435 371.67679 +1395.7247 378.5741 +1397.7059 383.3938 +1399.6871 376.77094 +1401.6685 375.60037 +1403.6497 380.2963 +1405.6309 386.58328 +1407.6121 382.23096 +1409.5934 372.31912 +1411.5746 379.49533 +1413.5558 385.07394 +1415.537 369.33167 +1417.5182 381.45676 +1419.4995 382.61151 +1421.4807 377.25809 +1423.4619 389.68951 +1425.4431 376.98053 +1427.4244 384.1683 +1429.4056 382.84604 +1431.3868 384.63837 +1433.368 383.6683 +1435.3494 388.17249 +1437.3306 376.16083 +1439.3118 375.41214 +1441.293 387.59656 +1443.2743 377.0318 +1445.2555 374.26492 +1447.2367 377.1593 +1449.2179 373.39142 +1451.1992 375.13651 +1453.1804 380.54739 +1455.1616 372.87451 +1457.1428 385.2197 +1459.1241 389.87964 +1461.1053 376.67062 +1463.0865 364.61765 +1465.0677 376.38873 +1467.049 370.65012 +1469.0303 398.01593 +1471.0115 367.88232 +1472.9927 382.0704 +1474.9739 387.15533 +1476.9552 376.07321 +1478.9364 378.28882 +1480.9176 382.03928 +1482.8988 379.4675 +1484.8801 379.77222 +1486.8613 374.30121 +1488.8425 363.36716 +1490.8237 361.81186 +1492.8051 370.84103 +1494.7863 375.36255 +1496.7675 384.78845 +1498.7487 380.04819 +1500.73 381.16693 +1502.7112 384.62286 +1504.6924 381.87302 +1506.6736 376.33072 +1508.6549 366.30646 +1510.6361 376.88058 +1512.6173 372.40317 +1514.5985 374.60886 +1516.5797 362.37177 +1518.561 372.37921 +1520.5422 376.84778 +1522.5234 372.57294 +1524.5046 376.55124 +1526.486 376.40921 +1528.4672 377.2803 +1530.4484 373.74432 +1532.4296 367.38654 +1534.4109 370.66916 +1536.3921 366.90714 +1538.3733 363.43396 +1540.3545 362.86932 +1542.3358 374.28278 +1544.317 368.95984 +1546.2982 370.50467 +1548.2794 367.92941 +1550.2607 362.23376 +1552.2419 356.95493 +1554.2231 372.47937 +1556.2043 370.04245 +1558.1857 369.41745 +1560.1669 379.66486 +1562.1481 368.5069 +1564.1293 374.55664 +1566.1105 361.22388 +1568.0918 347.6571 +1570.073 354.79092 +1572.0542 360.49066 +1574.0354 369.15298 +1576.0167 368.95923 +1577.9979 372.07611 +1579.9791 370.39734 +1581.9603 360.63947 +1583.9417 353.9389 +1585.9229 368.01004 +1587.9041 361.24197 +1589.8853 370.49677 +1591.8666 368.05228 +1593.8478 356.49667 +1595.829 363.25214 +1597.8102 365.72232 +1599.7915 368.89313 +1601.7727 362.27057 +1603.7539 359.07803 +1605.7351 350.0174 +1607.7164 361.71585 +1609.6976 368.46307 +1611.6788 369.67709 +1613.66 361.58597 +1615.6412 359.14139 +1617.6226 361.65375 +1619.6038 362.83734 +1621.585 364.59134 +1623.5662 353.19742 +1625.5475 365.71747 +1627.5287 370.33038 +1629.5099 370.18185 +1631.4911 356.96625 +1633.4724 357.06055 +1635.4536 360.81467 +1637.4348 367.18671 +1639.416 375.3085 +1641.3973 366.78204 +1643.3785 354.4101 +1645.3597 356.95401 +1647.3409 351.21838 +1649.3223 347.05365 +1651.3035 352.14023 +1653.2847 361.24225 +1655.2659 350.99072 +1657.2472 358.20883 +1659.2284 361.15619 +1661.2096 345.67773 +1663.1908 343.26727 +1665.172 354.77713 +1667.1533 354.32559 +1669.1345 356.84952 +1671.1157 342.66028 +1673.0969 353.78964 +1675.0782 355.14282 +1677.0594 341.36652 +1679.0406 353.75919 +1681.0219 349.00073 +1683.0032 345.25449 +1684.9844 343.44742 +1686.9656 342.70261 +1688.9468 347.56 +1690.9281 349.48093 +1692.9093 348.24991 +1694.8905 343.14008 +1696.8717 341.02267 +1698.853 342.36584 +1700.8342 346.29935 +1702.8154 341.3981 +1704.7966 348.5441 +1706.778 351.14734 +1708.7592 340.53583 +1710.7404 341.34119 +1712.7216 341.40564 +1714.7028 336.69666 +1716.6841 326.64261 +1718.6653 334.67709 +1720.6465 334.40906 +1722.6277 330.48911 +1724.609 333.34921 +1726.5902 333.2868 +1728.5714 327.59579 +1730.5526 319.36792 +1732.5339 348.10458 +1734.5151 326.02295 +1736.4963 334.23245 +1738.4775 342.54132 +1740.4589 323.8114 +1742.4401 334.504 +1744.4213 334.2789 +1746.4025 329.85983 +1748.3838 331.93066 +1750.365 332.69739 +1752.3462 329.59335 +1754.3274 331.02954 +1756.3087 330.9913 +1758.2899 345.82611 +1760.2711 344.13681 +1762.2523 323.78226 +1764.2335 326.7966 +1766.2148 335.77798 +1768.196 336.14249 +1770.1772 333.17688 +1772.1584 332.84167 +1774.1398 333.84488 +1776.121 330.74774 +1778.1022 346.12955 +1780.0834 326.97748 +1782.0647 327.30893 +1784.0459 320.56781 +1786.0271 318.59372 +1788.0083 328.57178 +1789.9896 327.59113 +1791.9708 326.23495 +1793.952 328.20718 +1795.9332 329.19107 +1797.9146 322.72092 +1799.8958 309.58011 +1801.877 327.76196 +1803.8582 332.42413 +1805.8394 334.27643 +1807.8207 322.46677 +1809.8019 319.65808 +1811.7831 340.24017 +1813.7643 322.66119 +1815.7456 315.48279 +1817.7268 323.45477 +1819.708 326.0126 +1821.6892 322.2565 +1823.6705 325.7139 +1825.6517 321.62836 +1827.6329 330.55579 +1829.6141 313.72729 +1831.5955 315.72363 +1833.5767 310.67081 +1835.5579 319.39951 +1837.5391 316.40668 +1839.5204 321.55997 +1841.5016 315.73358 +1843.4828 318.97787 +1845.464 320.50037 +1847.4453 320.55319 +1849.4265 304.80127 +1851.4077 318.34293 +1853.3889 308.26862 +1855.3701 316.561 +1857.3514 316.24374 +1859.3326 312.21118 +1861.3138 319.177 +1863.295 321.90723 +1865.2764 314.13284 +1867.2576 316.2356 +1869.2388 321.91611 +1871.22 320.047 +1873.2013 310.27621 +1875.1825 305.15375 +1877.1637 308.73386 +1879.1449 312.50562 +1881.1262 307.54242 +1883.1074 315.43518 +1885.0886 314.22696 +1887.0698 301.51221 +1889.0511 308.13516 +1891.0323 319.48502 +1893.0135 322.25677 +1894.9948 315.86227 +1896.9761 312.68692 +1898.9573 315.55881 +1900.9385 317.52725 +1902.9197 305.91699 +1904.9009 307.7999 +1906.8822 308.95761 +1908.8634 314.34106 +1910.8446 307.54559 +1912.8258 305.59662 +1914.8071 314.96735 +1916.7883 318.61273 +1918.7695 318.37335 +1920.7507 307.74496 +1922.7321 309.26486 +1924.7133 309.61731 +1926.6945 315.29193 +1928.6757 307.21609 +1930.657 311.98764 +1932.6382 321.80573 +1934.6194 315.58905 +1936.6006 303.73636 +1938.5819 316.11459 +1940.5631 316.13281 +1942.5443 311.98337 +1944.5255 306.33356 +1946.5068 309.06778 +1948.488 313.86487 +1950.4692 314.11563 +1952.4504 320.17395 +1954.4316 309.80493 +1956.413 299.53134 +1958.3942 301.22998 +1960.3754 298.43762 +1962.3566 308.83466 +1964.3379 304.74524 +1966.3191 320.96841 +1968.3003 334.95801 +1970.2815 319.86957 +1972.2628 316.28925 +1974.244 307.92978 +1976.2252 318.60077 +1978.2064 310.03476 +1980.1877 316.75912 +1982.1689 314.82971 +1984.1501 321.77902 +1986.1313 311.19708 +1988.1127 317.0596 +1990.0939 320.41766 +1992.0751 308.98892 +1994.0563 305.96997 +1996.0376 317.46643 +1998.0188 321.1633 +2000 310.36685 +2500 299.22171 +2501.5496 299.43356 +2503.0991 299.7153 +2504.6487 299.50272 +2506.1982 295.97232 +2507.748 301.85565 +2509.2976 287.69629 +2510.8472 294.09879 +2512.3967 294.23822 +2513.9463 294.19434 +2515.4958 295.44583 +2517.0454 297.50906 +2518.595 296.95248 +2520.1445 298.09387 +2521.6943 296.8501 +2523.2439 287.15552 +2524.7935 286.09006 +2526.343 293.53998 +2527.8926 303.6452 +2529.4421 295.67667 +2530.9917 294.17984 +2532.5413 298.69315 +2534.0908 306.12152 +2535.6404 297.20245 +2537.1902 295.18427 +2538.7397 296.45529 +2540.2893 291.96222 +2541.8389 295.14188 +2543.3884 291.51486 +2544.938 282.19434 +2546.4875 282.23389 +2548.0371 285.2663 +2549.5867 283.54541 +2551.1365 283.96082 +2552.686 282.14066 +2554.2356 288.32764 +2555.7852 297.30084 +2557.3347 296.92761 +2558.8843 290.31668 +2560.4338 288.20874 +2561.9834 290.65283 +2563.533 298.34772 +2565.0828 282.42636 +2566.6323 287.94812 +2568.1819 284.06598 +2569.7314 289.09399 +2571.281 291.93933 +2572.8306 287.38766 +2574.3801 295.00998 +2575.9297 295.01273 +2577.4792 287.61404 +2579.0288 288.67645 +2580.5786 287.55307 +2582.1282 288.95407 +2583.6777 281.94049 +2585.2273 299.54611 +2586.7769 286.15259 +2588.3264 282.62445 +2589.876 290.99454 +2591.4255 301.69775 +2592.9751 291.79028 +2594.5249 289.62695 +2596.0745 297.33371 +2597.624 294.58936 +2599.1736 285.40298 +2600.7231 287.43088 +2602.2727 292.03436 +2603.8223 281.93643 +2605.3718 306.69965 +2606.9214 283.58926 +2608.4712 292.36276 +2610.0208 290.08652 +2611.5703 297.53522 +2613.1199 287.03183 +2614.6694 288.26111 +2616.219 293.31219 +2617.7686 289.2352 +2619.3181 287.99896 +2620.8677 289.20303 +2622.4172 286.3688 +2623.967 289.79117 +2625.5166 288.33438 +2627.0662 291.4158 +2628.6157 291.07233 +2630.1653 284.85336 +2631.7148 293.63538 +2633.2644 293.07892 +2634.814 282.01932 +2636.3635 291.40799 +2637.9133 298.80392 +2639.4629 291.12091 +2641.0125 290.35632 +2642.562 289.64044 +2644.1116 288.34872 +2645.6611 287.43961 +2647.2107 286.4816 +2648.7603 278.87115 +2650.3098 294.89627 +2651.8596 293.73877 +2653.4092 294.11685 +2654.9587 292.94608 +2656.5083 298.8335 +2658.0579 298.67163 +2659.6074 293.32443 +2661.157 288.88394 +2662.7065 286.29349 +2664.2561 289.62402 +2665.8057 289.94202 +2667.3555 294.91071 +2668.905 284.69653 +2670.4546 278.34131 +2672.0042 295.04123 +2673.5537 302.00125 +2675.1033 285.38074 +2676.6528 298.72324 +2678.2024 286.55811 +2679.752 286.48312 +2681.3018 296.02313 +2682.8513 288.85089 +2684.4009 281.12616 +2685.9504 286.64911 +2687.5 289.45148 +2689.0496 296.69299 +2690.5991 302.02777 +2692.1487 282.06357 +2693.6982 278.33005 +2695.248 287.65976 +2696.7976 297.298 +2698.3472 292.8653 +2699.8967 293.25143 +2701.4463 285.48026 +2702.9958 282.05075 +2704.5454 283.86707 +2706.095 283.63556 +2707.6445 283.52991 +2709.1943 287.33389 +2710.7439 291.76633 +2712.2935 288.82535 +2713.843 281.3927 +2715.3926 296.65033 +2716.9421 282.30692 +2718.4917 291.78455 +2720.0413 274.91644 +2721.5908 281.82605 +2723.1404 297.37073 +2724.6902 291.53046 +2726.2397 288.16223 +2727.7893 290.58484 +2729.3389 287.45847 +2730.8884 281.7308 +2732.438 285.90945 +2733.9875 294.62454 +2735.5371 289.37323 +2737.0867 284.88135 +2738.6365 288.01764 +2740.186 287.72556 +2741.7356 283.21024 +2743.2852 286.9364 +2744.8347 289.82037 +2746.3843 285.30725 +2747.9338 293.63196 +2749.4834 291.70779 +2751.033 295.52164 +2752.5828 289.34943 +2754.1323 289.29852 +2755.6819 294.64383 +2757.2314 288.26138 +2758.781 280.39212 +2760.3306 280.58963 +2761.8801 284.42883 +2763.4297 285.67633 +2764.9792 287.68588 +2766.5288 283.80167 +2768.0786 296.81769 +2769.6282 283.26331 +2771.1777 291.15692 +2772.7273 280.06451 +2774.2769 268.88318 +2775.8264 286.43488 +2777.376 291.54407 +2778.9255 293.01547 +2780.4751 292.185 +2782.0249 297.91925 +2783.5745 302.0271 +2785.124 294.89572 +2786.6736 293.48254 +2788.2231 289.52075 +2789.7727 296.32568 +2791.3223 286.73669 +2792.8718 289.90167 +2794.4214 286.56168 +2795.9712 288.14453 +2797.5208 288.03488 +2799.0703 288.88049 +2800.6199 293.85825 +2802.1694 296.8988 +2803.719 298.56625 +2805.2686 303.33017 +2806.8181 303.81866 +2808.3677 297.25446 +2809.9172 294.64594 +2811.467 298.20874 +2813.0166 296.43433 +2814.5662 292.94962 +2816.1157 293.83719 +2817.6653 283.22226 +2819.2148 290.37561 +2820.7644 281.08093 +2822.314 280.87213 +2823.8635 291.18753 +2825.4133 290.54794 +2826.9629 284.62952 +2828.5125 295.97296 +2830.062 292.38708 +2831.6116 293.28 +2833.1611 300.33051 +2834.7107 297.46219 +2836.2603 293.11456 +2837.8098 300.34909 +2839.3596 300.24878 +2840.9092 299.83511 +2842.4587 302.09222 +2844.0083 290.55273 +2845.5579 286.0032 +2847.1074 292.67447 +2848.657 298.83463 +2850.2065 295.35754 +2851.7561 301.23508 +2853.3057 296.49249 +2854.8555 285.07806 +2856.405 290.95459 +2857.9546 283.88785 +2859.5042 296.00845 +2861.0537 283.45401 +2862.6033 289.42584 +2864.1528 289.9025 +2865.7024 308.58038 +2867.252 295.5141 +2868.8018 291.50534 +2870.3513 291.78824 +2871.9009 286.83173 +2873.4504 289.57443 +2875 293.58755 +2876.5496 294.48306 +2878.0991 292.19434 +2879.6487 294.4762 +2881.1982 300.84409 +2882.748 301.8761 +2884.2976 307.51385 +2885.8472 288.27203 +2887.3967 289.23819 +2888.9463 290.50616 +2890.4958 293.3367 +2892.0454 301.60867 +2893.595 290.25922 +2895.1445 297.95279 +2896.6943 293.50681 +2898.2439 303.47296 +2899.7935 302.55588 +2901.343 299.49246 +2902.8926 298.78064 +2904.4421 300.16077 +2905.9917 299.20892 +2907.5413 295.84796 +2909.0908 295.57742 +2910.6404 299.11282 +2912.1902 300.62512 +2913.7397 297.77069 +2915.2893 297.62393 +2916.8389 292.84875 +2918.3884 294.10339 +2919.938 290.78171 +2921.4875 300.90466 +2923.0371 291.14157 +2924.5867 307.3414 +2926.1365 296.49481 +2927.686 292.2807 +2929.2356 289.49487 +2930.7852 297.56702 +2932.3347 299 +2933.8843 291.64255 +2935.4338 295.15433 +2936.9834 295.11932 +2938.533 290.91379 +2940.0828 292.17902 +2941.6323 296.34134 +2943.1819 298.65665 +2944.7314 297.17984 +2946.281 292.40274 +2947.8306 293.04236 +2949.3801 298.90677 +2950.9297 296.20471 +2952.4792 289.61212 +2954.0288 290.93216 +2955.5786 296.10358 +2957.1282 304.28674 +2958.6777 290.80905 +2960.2273 311.04068 +2961.7769 288.96149 +2963.3264 294.76935 +2964.876 272.72748 +2966.4255 294.93967 +2967.9751 292.35791 +2969.5249 290.36108 +2971.0745 297.24945 +2972.624 290.58362 +2974.1736 281.33926 +2975.7231 290.16089 +2977.2727 289.33246 +2978.8223 290.27789 +2980.3718 296.14505 +2981.9214 302.0451 +2983.4712 289.54996 +2985.0208 282.37744 +2986.5703 290.59998 +2988.1199 301.43097 +2989.6694 300.57318 +2991.219 295.40973 +2992.7686 293.10852 +2994.3181 289.577 +2995.8677 294.09686 +2997.4172 294.35944 +2998.967 294.95227 +3000.5166 301.2702 +3002.0662 299.4425 +3003.6157 293.53458 +3005.1653 299.19418 +3006.7148 293.07639 +3008.2644 288.30524 +3009.814 286.15121 +3011.3635 285.67053 +3012.9133 291.0303 +3014.4629 299.76282 +3016.0125 299.24323 +3017.562 290.99191 +3019.1116 287.54773 +3020.6611 290.61996 +3022.2107 288.97992 +3023.7603 286.66821 +3025.3098 299.98077 +3026.8596 300.53201 +3028.4092 297.66006 +3029.9587 297.34619 +3031.5083 295.9982 +3033.0579 299.56042 +3034.6074 296.23871 +3036.157 298.61356 +3037.7065 297.02209 +3039.2561 292.54764 +3040.8057 296.7666 +3042.3555 301.58127 +3043.905 297.57886 +3045.4546 294.87796 +3047.0042 298.21582 +3048.5537 292.52002 +3050.1033 291.75784 +3051.6528 290.79852 +3053.2024 293.02444 +3054.752 297.28824 +3056.3018 304.99081 +3057.8513 307.44855 +3059.4009 297.07584 +3060.9504 296.44443 +3062.5 295.66156 +3064.0496 294.04901 +3065.5991 301.40036 +3067.1487 300.02859 +3068.6982 300.42969 +3070.248 297.65259 +3071.7976 317.1662 +3073.3472 298.96408 +3074.8967 315.3699 +3076.4463 302.50674 +3077.9958 288.70966 +3079.5454 293.11069 +3081.095 299.5235 +3082.6445 299.42627 +3084.1943 284.73743 +3085.7439 294.32529 +3087.2935 298.14764 +3088.843 306.18747 +3090.3926 297.6698 +3091.9421 303.8631 +3093.4917 306.27426 +3095.0413 300.612 +3096.5908 302.3287 +3098.1404 300.90036 +3099.6902 305.44083 +3101.2397 305.20779 +3102.7893 306.60184 +3104.3389 304.46967 +3105.8884 300.66357 +3107.438 303.10864 +3108.9875 304.58875 +3110.5371 302.9191 +3112.0867 302.09085 +3113.6365 299.34613 +3115.186 296.12973 +3116.7356 297.85565 +3118.2852 296.80701 +3119.8347 300.13638 +3121.3843 297.22064 +3122.9338 314.0976 +3124.4834 308.64886 +3126.033 302.49725 +3127.5828 302.84436 +3129.1323 307.38208 +3130.6819 307.81717 +3132.2314 308.80353 +3133.781 303.24115 +3135.3306 304.72043 +3136.8801 299.42508 +3138.4297 305.6951 +3139.9792 303.14471 +3141.5288 314.58942 +3143.0786 295.53867 +3144.6282 288.29501 +3146.1777 299.42148 +3147.7273 298.46335 +3149.2769 302.16495 +3150.8264 291.65179 +3152.376 325.93198 +3153.9255 311.19019 +3155.4751 304.27914 +3157.0249 313.96655 +3158.5745 317.08505 +3160.124 306.56253 +3161.6736 314.62881 +3163.2231 304.09003 +3164.7727 315.98544 +3166.3223 312.51389 +3167.8718 297.06552 +3169.4214 305.74042 +3170.9712 309.19241 +3172.5208 315.65738 +3174.0703 314.42682 +3175.6199 315.82422 +3177.1694 314.8035 +3178.719 302.10388 +3180.2686 306.64444 +3181.8181 303.52985 +3183.3677 311.79016 +3184.9172 310.67581 +3186.467 310.27881 +3188.0166 312.01907 +3189.5662 307.32629 +3191.1157 303.81488 +3192.6653 314.61447 +3194.2148 313.30206 +3195.7644 317.13531 +3197.314 309.61154 +3198.8635 314.82962 +3200.4133 319.20078 +3201.9629 306.44415 +3203.5125 306.05002 +3205.062 309.13431 +3206.6116 315.04257 +3208.1611 313.07391 +3209.7107 313.25381 +3211.2603 311.06192 +3212.8098 300.94135 +3214.3596 307.57382 +3215.9092 311.96661 +3217.4587 310.19437 +3219.0083 313.96649 +3220.5579 317.22513 +3222.1074 306.88284 +3223.657 310.78 +3225.2065 316.32401 +3226.7561 314.76382 +3228.3057 313.22977 +3229.8555 311.32565 +3231.405 320.746 +3232.9546 323.28311 +3234.5042 323.94385 +3236.0537 321.60187 +3237.6033 314.21808 +3239.1528 316.81317 +3240.7024 316.78787 +3242.252 315.37625 +3243.8018 317.63904 +3245.3513 317.30624 +3246.9009 322.25214 +3248.4504 325.9498 +3250 321.50598 +3251.5496 312.26355 +3253.0991 307.22168 +3254.6487 312.45999 +3256.1982 320.34421 +3257.748 320.43225 +3259.2976 316.59048 +3260.8472 317.62881 +3262.3967 321.55643 +3263.9463 320.47064 +3265.4958 315.24557 +3267.0454 317.82004 +3268.595 317.03085 +3270.1445 302.0603 +3271.6943 313.92166 +3273.2439 330.70081 +3274.7935 321.52716 +3276.343 320.69815 +3277.8926 324.61948 +3279.4421 324.61459 +3280.9917 321.26239 +3282.5413 307.33945 +3284.0908 315.7659 +3285.6404 322.87836 +3287.1902 307.24948 +3288.7397 318.57755 +3290.2893 327.23822 +3291.8389 324.28806 +3293.3884 333.68719 +3294.938 325.53403 +3296.4875 315.94397 +3298.0371 315.39316 +3299.5867 320.33548 +3301.1365 324.16336 +3302.686 323.63409 +3304.2356 326.58282 +3305.7852 328.66223 +3307.3347 331.02203 +3308.8843 331.94299 +3310.4338 328.90018 +3311.9834 311.25891 +3313.533 313.12549 +3315.0828 333.49142 +3316.6323 327.89352 +3318.1819 324.27829 +3319.7314 331.83868 +3321.281 333.89594 +3322.8306 333.01154 +3324.3801 322.50641 +3325.9297 323.48596 +3327.4792 325.13156 +3329.0288 331.38818 +3330.5786 323.8555 +3332.1282 330.57254 +3333.6777 334.24606 +3335.2273 327.32794 +3336.7769 335.07907 +3338.3264 338.44186 +3339.876 324.49246 +3341.4255 333.00858 +3342.9751 332.54587 +3344.5249 326.55164 +3346.0745 335.26035 +3347.624 339.66785 +3349.1736 338.47018 +3350.7231 352.70761 +3352.2727 347.40564 +3353.8223 344.35425 +3355.3718 345.8443 +3356.9214 343.31519 +3358.4712 343.5538 +3360.0208 345.65793 +3361.5703 343.86102 +3363.1199 344.12686 +3364.6694 356.45435 +3366.219 349.19223 +3367.7686 357.59402 +3369.3181 338.38147 +3370.8677 334.66077 +3372.4172 357.91687 +3373.967 361.1376 +3375.5166 346.57141 +3377.0662 343.2272 +3378.6157 350.00937 +3380.1653 354.43341 +3381.7148 367.99921 +3383.2644 351.98358 +3384.814 350.51471 +3386.3635 340.99588 +3387.9133 355.15445 +3389.4629 336.91412 +3391.0125 359.82925 +3392.562 353.03702 +3394.1116 345.39249 +3395.6611 362.44458 +3397.2107 356.92551 +3398.7603 357.2301 +3400.3098 359.18695 +3401.8596 357.0043 +3403.4092 363.61026 +3404.9587 364.97531 +3406.5083 358.94318 +3408.0579 367.21121 +3409.6074 363.66434 +3411.157 364.9285 +3412.7065 364.95242 +3414.2561 357.31882 +3415.8057 360.29471 +3417.3555 356.78821 +3418.905 359.43579 +3420.4546 367.86353 +3422.0042 362.59583 +3423.5537 369.52628 +3425.1033 368.66431 +3426.6528 367.06747 +3428.2024 371.07355 +3429.752 370.0304 +3431.3018 368.1553 +3432.8513 372.21994 +3434.4009 367.82086 +3435.9504 364.69452 +3437.5 367.85117 +3439.0496 376.23941 +3440.5991 383.4212 +3442.1487 381.5058 +3443.6982 383.4541 +3445.248 380.39508 +3446.7976 384.63474 +3448.3472 379.60541 +3449.8967 367.27121 +3451.4463 388.38351 +3452.9958 371.33337 +3454.5454 374.00391 +3456.095 384.98221 +3457.6445 385.04889 +3459.1943 383.22647 +3460.7439 388.94864 +3462.2935 379.62415 +3463.843 383.0578 +3465.3926 384.74225 +3466.9421 396.12265 +3468.4917 391.47183 +3470.0413 393.6236 +3471.5908 390.4772 +3473.1404 396.60391 +3474.6902 394.00702 +3476.2397 410.12866 +3477.7893 401.91721 +3479.3389 390.0762 +3480.8884 410.18835 +3482.438 404.32593 +3483.9875 409.17877 +3485.5371 414.31836 +3487.0867 395.83282 +3488.6365 396.93948 +3490.186 413.09265 +3491.7356 416.94095 +3493.2852 412.43582 +3494.8347 417.6059 +3496.3843 410.84546 +3497.9338 403.02225 +3499.4834 399.84332 +3501.033 409.74573 +3502.5828 426.22873 +3504.1323 425.74075 +3505.6819 422.09247 +3507.2314 422.49619 +3508.781 420.85306 +3510.3306 426.66971 +3511.8801 417.06857 +3513.4297 439.4873 +3514.9792 421.59811 +3516.5288 414.71307 +3518.0786 413.7084 +3519.6282 419.25891 +3521.1777 421.81021 +3522.7273 436.63431 +3524.2769 435.14926 +3525.8264 437.53259 +3527.376 423.54388 +3528.9255 432.57413 +3530.4751 444.6279 +3532.0249 443.94763 +3533.5745 432.91196 +3535.124 426.97372 +3536.6736 449.52866 +3538.2231 453.07593 +3539.7727 454.74738 +3541.3223 446.54645 +3542.8718 453.47253 +3544.4214 449.58948 +3545.9712 446.35745 +3547.5208 448.81494 +3549.0703 451.52994 +3550.6199 444.41864 +3552.1694 444.20654 +3553.719 437.88998 +3555.2686 454.76398 +3556.8181 461.54309 +3558.3677 455.75919 +3559.9172 446.44855 +3561.467 457.07877 +3563.0166 454.70905 +3564.5662 455.83856 +3566.1157 473.29861 +3567.6653 457.42886 +3569.2148 453.92551 +3570.7644 461.17599 +3572.314 467.19431 +3573.8635 466.17612 +3575.4133 467.29697 +3576.9629 469.88419 +3578.5125 463.30801 +3580.062 465.56485 +3581.6116 465.61703 +3583.1611 466.68558 +3584.7107 453.36252 +3586.2603 461.64038 +3587.8098 467.27167 +3589.3596 456.07803 +3590.9092 467.65579 +3592.4587 455.4845 +3594.0083 438.69458 +3595.5579 437.87491 +3597.1074 450.53729 +3598.657 446.56546 +3600.2065 423.24771 +3601.7561 438.75391 +3603.3057 440.40228 +3604.8555 435.66006 +3606.405 435.83203 +3607.9546 436.12668 +3609.5042 423.87872 +3611.0537 424.13376 +3612.6033 408.54309 +3614.1528 415.04813 +3615.7024 417.51041 +3617.252 413.05591 +3618.8018 404.79053 +3620.3513 395.94409 +3621.9009 387.87955 +3623.4504 389.62085 +3625 388.08029 +3626.5496 378.98444 +3628.0991 381.79434 +3629.6487 379.18924 +3631.1982 370.29901 +3632.748 366.30307 +3634.2976 376.48785 +3635.8472 355.77243 +3637.3967 365.49371 +3638.9463 353.55978 +3640.4958 345.48538 +3642.0454 352.01114 +3643.595 339.4519 +3645.1445 335.66583 +3646.6943 329.5144 +3648.2439 325.5939 +3649.7935 325.21527 +3651.343 316.45227 +3652.8926 311.71741 +3654.4421 305.90051 +3655.9917 312.70337 +3657.5413 311.53244 +3659.0908 308.24054 +3660.6404 289.77969 +3662.1902 283.64108 +3663.7397 294.83932 +3665.2893 305.43155 +3666.8389 297.25955 +3668.3884 279.75949 +3669.938 280.86688 +3671.4875 270.91852 +3673.0371 275.85812 +3674.5867 275.83768 +3676.1365 281.3782 +3677.686 283.03442 +3679.2356 269.21243 +3680.7852 269.52002 +3682.3347 271.31949 +3683.8843 265.23395 +3685.4338 263.56876 +3686.9834 262.78485 +3688.533 254.66389 +3690.0828 252.44073 +3691.6323 268.47824 +3693.1819 252.15222 +3694.7314 254.68834 +3696.281 249.67548 +3697.8306 235.8156 +3699.3801 257.02853 +3700.9297 256.27252 +3702.4792 259.34967 +3704.0288 245.39134 +3705.5786 245.1537 +3707.1282 240.53886 +3708.6777 245.85184 +3710.2273 244.61086 +3711.7769 243.51883 +3713.3264 241.06897 +3714.876 241.91338 +3716.4255 235.81573 +3717.9751 240.34132 +3719.5249 250.25685 +3721.0745 229.45175 +3722.624 246.99391 +3724.1736 239.58672 +3725.7231 238.24275 +3727.2727 238.90625 +3728.8223 235.52345 +3730.3718 230.96533 +3731.9214 232.13408 +3733.4712 232.52382 +3735.0208 231.58627 +3736.5703 226.05612 +3738.1199 231.63861 +3739.6694 235.4427 +3741.219 240.97534 +3742.7686 243.5054 +3744.3181 236.267 +3745.8677 234.19778 +3747.4172 228.87787 +3748.967 239.8877 +3750.5166 218.14583 +3752.0662 228.47264 +3753.6157 230.93468 +3755.1653 226.59924 +3756.7148 231.11285 +3758.2644 234.80444 +3759.814 234.38002 +3761.3635 238.38408 +3762.9133 237.16028 +3764.4629 237.39836 +3766.0125 234.16498 +3767.562 225.25658 +3769.1116 229.09608 +3770.6611 221.87579 +3772.2107 223.7746 +3773.7603 228.04872 +3775.3098 217.96219 +3776.8596 211.99606 +3778.4092 226.63081 +3779.9587 215.31647 +3781.5083 220.56953 +3783.0579 215.56166 +3784.6074 225.5246 +3786.157 233.99583 +3787.7065 230.82057 +3789.2561 224.59906 +3790.8057 229.82085 +3792.3555 233.50484 +3793.905 225.63962 +3795.4546 222.21104 +3797.0042 240.97839 +3798.5537 212.32068 +3800.1033 222.4603 +3801.6528 227.98599 +3803.2024 223.7173 +3804.752 225.77509 +3806.3018 219.40714 +3807.8513 222.81831 +3809.4009 223.58954 +3810.9504 227.80244 +3812.5 229.88528 +3814.0496 234.99181 +3815.5991 216.51495 +3817.1487 221.43756 +3818.6982 231.16975 +3820.248 226.92703 +3821.7976 218.63557 +3823.3472 221.07854 +3824.8967 226.05902 +3826.4463 223.47517 +3827.9958 215.23155 +3829.5454 213.95627 +3831.095 222.51923 +3832.6445 223.53905 +3834.1943 217.38371 +3835.7439 219.07735 +3837.2935 216.16528 +3838.843 215.48077 +3840.3926 219.81047 +3841.9421 221.43787 +3843.4917 217.7552 +3845.0413 211.88554 +3846.5908 215.51613 +3848.1404 214.077 +3849.6902 216.93802 +3851.2397 225.64679 +3852.7893 221.03004 +3854.3389 210.68056 +3855.8884 209.56053 +3857.438 221.28006 +3858.9875 219.09447 +3860.5371 214.27609 +3862.0867 211.16098 +3863.6365 223.06926 +3865.186 213.61261 +3866.7356 217.00009 +3868.2852 221.38304 +3869.8347 217.13123 +3871.3843 216.19458 +3872.9338 222.1198 +3874.4834 218.58759 +3876.033 220.77458 +3877.5828 215.06892 +3879.1323 207.96823 +3880.6819 221.4622 +3882.2314 206.83102 +3883.781 210.79559 +3885.3306 210.76202 +3886.8801 204.53249 +3888.4297 210.24287 +3889.9792 208.65938 +3891.5288 211.94548 +3893.0786 211.88908 +3894.6282 214.53354 +3896.1777 206.67111 +3897.7273 220.94859 +3899.2769 226.97827 +3900.8264 224.44926 +3902.376 210.64879 +3903.9255 215.2502 +3905.4751 216.15657 +3907.0249 217.66524 +3908.5745 216.04224 +3910.124 217.17317 +3911.6736 211.1899 +3913.2231 214.68922 +3914.7727 222.55598 +3916.3223 218.7386 +3917.8718 205.22557 +3919.4214 201.26866 +3920.9712 211.45457 +3922.5208 203.12616 +3924.0703 202.49007 +3925.6199 211.96443 +3927.1694 211.10475 +3928.719 210.98303 +3930.2686 213.48137 +3931.8181 213.54982 +3933.3677 208.78186 +3934.9172 209.75487 +3936.467 224.05286 +3938.0166 214.21439 +3939.5662 216.96756 +3941.1157 201.66904 +3942.6653 196.19435 +3944.2148 199.67032 +3945.7644 212.26097 +3947.314 218.5793 +3948.8635 222.46478 +3950.4133 218.2618 +3951.9629 210.98296 +3953.5125 206.30486 +3955.062 222.92487 +3956.6116 208.25697 +3958.1611 209.81328 +3959.7107 211.31956 +3961.2603 219.0076 +3962.8098 217.22171 +3964.3596 211.82605 +3965.9092 219.5273 +3967.4587 216.60162 +3969.0083 223.3336 +3970.5579 216.83783 +3972.1074 212.8821 +3973.657 207.91658 +3975.2065 215.20917 +3976.7561 215.41794 +3978.3057 215.64841 +3979.8555 213.6115 +3981.405 211.19185 +3982.9546 214.35724 +3984.5042 216.31764 +3986.0537 209.23766 +3987.6033 217.08705 +3989.1528 216.9081 +3990.7024 206.88831 +3992.252 218.617 +3993.8018 218.67662 +3995.3513 216.51141 +3996.9009 211.42163 +3998.4504 206.36221 +4000 216.0145 diff --git a/examples/rameau_example/raw/Som-13-18.txt b/examples/rameau_example/raw/Som-13-18.txt new file mode 100644 index 0000000..ea0f6ed --- /dev/null +++ b/examples/rameau_example/raw/Som-13-18.txt @@ -0,0 +1,1929 @@ +100 876.61243 +101.98123 1002.3068 +103.96246 1142.8762 +105.9437 1245.2588 +107.92492 1310.2007 +109.90615 1392.483 +111.88738 1469.9258 +113.86861 1501.0536 +115.84985 1566.2109 +117.83108 1601.1735 +119.8123 1634.4512 +121.79353 1647.1504 +123.77477 1635.5225 +125.756 1642.1501 +127.73723 1646.0206 +129.71846 1622.8329 +131.69969 1633.9237 +133.68092 1634.5105 +135.66216 1599.9742 +137.64337 1642.5287 +139.6246 1608.6696 +141.60583 1601.3679 +143.58707 1623.3336 +145.5683 1620.3132 +147.54953 1595.3085 +149.53076 1585.8828 +151.51199 1590.027 +153.49323 1578.7251 +155.47446 1587.613 +157.45569 1561.7748 +159.43692 1518.6803 +161.41814 1531.733 +163.39937 1515.0616 +165.3806 1518.2522 +167.36183 1520.8235 +169.34306 1508.135 +171.3243 1499.4199 +173.30553 1499.568 +175.28676 1482.8352 +177.26799 1460.583 +179.24922 1467.027 +181.23045 1473.2471 +183.21169 1451.8948 +185.19292 1455.1584 +187.17413 1444.234 +189.15536 1436.0532 +191.1366 1420.4342 +193.11783 1420.7708 +195.09906 1438.1453 +197.08029 1410.5385 +199.06152 1386.4502 +201.04276 1380.2869 +203.02399 1388.5048 +205.00522 1383.2654 +206.98645 1375.448 +208.96768 1364.4618 +210.9489 1347.9652 +212.93013 1348.8636 +214.91136 1353.4946 +216.89259 1358.0027 +218.87383 1355.8475 +220.85506 1314.3735 +222.83629 1356.6372 +224.81752 1357.5829 +226.79875 1336.5201 +228.77998 1315.4762 +230.76122 1334.7708 +232.74245 1333.1129 +234.72366 1328.6118 +236.7049 1325.0942 +238.68613 1320.2161 +240.66736 1313.0962 +242.64859 1306.2578 +244.62982 1309.3623 +246.61105 1293.7609 +248.59229 1300.6589 +250.57352 1285.0543 +252.55475 1278.3086 +254.53598 1247.8196 +256.51721 1236.1776 +258.49844 1247.0173 +260.47968 1260.6788 +262.46091 1263.4418 +264.44214 1256.5546 +266.42337 1250.8822 +268.4046 1246.3995 +270.38583 1222.5541 +272.36703 1247.5757 +274.34827 1217.1959 +276.3295 1228.6866 +278.31073 1232.4034 +280.29196 1244.1753 +282.27319 1228.1781 +284.25443 1214.6089 +286.23566 1210.2373 +288.21689 1208.2424 +290.19812 1199.9758 +292.17935 1185.4397 +294.16058 1199.0975 +296.14182 1200.1144 +298.12305 1201.9875 +300.10428 1205.2854 +302.08551 1180.8518 +304.06674 1177.7102 +306.04797 1170.1288 +308.02921 1173.8604 +310.01044 1180.9108 +311.99167 1172.6268 +313.9729 1161.3619 +315.95413 1169.0918 +317.93536 1173.1041 +319.91656 1142.9421 +321.8978 1149.4418 +323.87903 1122.9268 +325.86026 1122.9963 +327.84149 1138.5973 +329.82272 1131.6143 +331.80396 1128.3076 +333.78519 1138.6171 +335.76642 1128.762 +337.74765 1126.9379 +339.72888 1137.6903 +341.71011 1130.0072 +343.69135 1110.6366 +345.67258 1100.9285 +347.65381 1086.8877 +349.63504 1093.5702 +351.61627 1102.847 +353.5975 1109.3369 +355.57874 1115.407 +357.55997 1112.8486 +359.5412 1106.8962 +361.52243 1107.399 +363.50366 1102.1666 +365.48489 1102.2837 +367.46613 1113.3378 +369.44733 1116.415 +371.42856 1099.1255 +373.40979 1071.3849 +375.39102 1056.9218 +377.37225 1075.1963 +379.35349 1064.9698 +381.33472 1114.922 +383.31595 1100.9022 +385.29718 1107.3505 +387.27841 1100.5063 +389.25964 1109.1587 +391.24088 1108.9149 +393.22211 1107.4958 +395.20334 1110.0222 +397.18457 1096.5343 +399.1658 1085.4702 +401.14703 1102.2889 +403.12827 1091.2197 +405.1095 1109.9292 +407.09073 1110.3138 +409.07196 1135.1331 +411.05319 1111.5327 +413.03442 1117.2699 +415.01566 1126.6217 +416.99686 1105.6727 +418.97809 1102.5483 +420.95932 1094.6545 +422.94055 1107.8976 +424.92178 1127.5929 +426.90302 1116.9899 +428.88425 1104.5277 +430.86548 1106.9373 +432.84671 1105.8875 +434.82794 1109.4822 +436.80917 1071.6727 +438.79041 1139.9567 +440.77164 1133.0521 +442.75287 1123.3767 +444.7341 1120.3282 +446.71533 1131.9827 +448.69656 1124.046 +450.6778 1133.3577 +452.65903 1142.0547 +454.64026 1148.1301 +456.62149 1146.7339 +458.60272 1144.0433 +460.58395 1159.9047 +462.56519 1150.8859 +464.54642 1140.7327 +466.52762 1139.381 +468.50885 1135.8843 +470.49008 1155.7045 +472.47131 1118.0791 +474.45255 1146.9675 +476.43378 1151.8575 +478.41501 1161.4856 +480.39624 1155.3313 +482.37747 1148.4323 +484.3587 1149.1208 +486.33994 1159.1694 +488.32117 1154.3058 +490.3024 1143.8545 +492.28363 1156.7706 +494.26486 1157.4883 +496.24609 1139.9248 +498.22733 1141.3495 +500.20856 1150.9531 +502.18979 1164.7977 +504.17102 1122.0142 +506.15225 1147.9148 +508.13348 1156.0061 +510.11472 1150.0142 +512.09595 1131.9574 +514.07715 1125.3818 +516.05841 1134.4193 +518.03961 1136.7386 +520.02087 1152.3939 +522.00208 1153.3763 +523.98334 1124.1383 +525.96454 1126.5973 +527.9458 1152.5959 +529.927 1132.2004 +531.90826 1130.7434 +533.88947 1131.8511 +535.87073 1113.6914 +537.85193 1091.8356 +539.83313 1088.0546 +541.81439 1091.5789 +543.79559 1107.8059 +545.77686 1106.37 +547.75806 1095.9414 +549.73932 1078.9192 +551.72052 1075.2332 +553.70178 1083.2723 +555.68298 1088.1801 +557.66425 1078.4152 +559.64545 1065.7365 +561.62671 1069.0446 +563.60791 1080.0728 +565.58917 1073.6243 +567.57037 1058.9836 +569.55164 1083.1345 +571.53284 1066.0991 +573.5141 1055.3411 +575.4953 1072.4513 +577.47656 1035.1195 +579.45776 1019.1932 +581.43903 1010.0636 +583.42023 1038.4685 +585.40149 1020.5619 +587.38269 1001.911 +589.36389 1007.4568 +591.34515 991.82965 +593.32635 981.40448 +595.30762 982.85858 +597.28882 964.78461 +599.27008 944.47064 +601.25128 932.49084 +603.23254 918.64868 +605.21375 920.8952 +607.19501 906.84607 +609.17621 913.35114 +611.15747 870.52179 +613.13867 861.17737 +615.11993 853.97253 +617.10114 855.49963 +619.0824 821.18848 +621.0636 809.88776 +623.04486 839.52826 +625.02606 800.84967 +627.00732 810.59131 +628.98853 796.55597 +630.96979 799.7569 +632.95099 786.85742 +634.93225 793.73987 +636.91345 805.85712 +638.89465 791.70496 +640.87592 790.21698 +642.85712 797.06335 +644.83838 781.2627 +646.81958 776.39893 +648.80084 778.50409 +650.78204 770.51117 +652.76331 760.98639 +654.74451 794.15155 +656.72577 787.71075 +658.70697 770.76703 +660.68823 791.90863 +662.66943 792.38763 +664.6507 792.79608 +666.6319 779.48029 +668.61316 784.30518 +670.59436 776.3988 +672.57562 762.81372 +674.55682 771.44727 +676.53809 778.67365 +678.51929 787.70966 +680.50055 780.34583 +682.48175 787.34528 +684.46301 790.22961 +686.44421 773.19202 +688.42542 759.9613 +690.40668 764.58215 +692.38788 777.54535 +694.36914 775.54694 +696.35034 767.34033 +698.3316 765.81702 +700.31281 762.5744 +702.29407 754.75751 +704.27527 764.552 +706.25653 744.79248 +708.23773 753.32935 +710.21899 752.05829 +712.2002 742.43488 +714.18146 737.18457 +716.16266 737.83997 +718.14392 732.12408 +720.12512 730.20862 +722.10638 719.03485 +724.08759 715.18475 +726.06885 717.81567 +728.05005 712.95746 +730.03131 708.09473 +732.01251 706.29706 +733.99371 702.35242 +735.97498 694.03937 +737.95618 703.00531 +739.93744 706.35223 +741.91864 687.5755 +743.8999 677.46112 +745.8811 680.47235 +747.86237 677.25989 +749.84357 671.57654 +751.82483 679.31702 +753.80603 665.51239 +755.78729 642.89526 +757.76849 651.05646 +759.74976 655.60828 +761.73096 652.36237 +763.71222 640.98566 +765.69342 635.71198 +767.67468 632.87103 +769.65588 634.49542 +771.63715 633.43542 +773.61835 630.15106 +775.59961 599.17285 +777.58081 609.88251 +779.56207 602.64435 +781.54327 602.52899 +783.52448 589.19031 +785.50574 595.56989 +787.48694 588.76575 +789.4682 594.57007 +791.4494 606.21039 +793.43066 593.36456 +795.41187 582.37878 +797.39313 584.59863 +799.37433 591.31683 +801.35559 589.10846 +803.33679 581.59723 +805.31805 578.20325 +807.29926 572.97052 +809.28052 565.45276 +811.26172 566.34125 +813.24298 578.95563 +815.22418 583.95526 +817.20544 578.00677 +819.18665 587.6012 +821.16791 593.36615 +823.14911 604.81171 +825.13037 592.44135 +827.11157 594.16138 +829.09283 610.01343 +831.07404 612.42761 +833.05524 604.89795 +835.0365 605.87897 +837.0177 619.54926 +838.99896 650.31152 +840.98016 643.39374 +842.96143 641.85681 +844.94263 664.26239 +846.92389 665.88361 +848.90509 684.90991 +850.88635 682.11176 +852.86755 691.75934 +854.84882 700.95599 +856.83002 702.33649 +858.81128 715.52692 +860.79248 734.38409 +862.77374 735.84369 +864.75494 747.29993 +866.73621 758.58093 +868.71741 747.99414 +870.69867 767.28955 +872.67987 781.22491 +874.66113 791.02271 +876.64233 796.15247 +878.6236 813.67206 +880.6048 826.66217 +882.586 826.92474 +884.56726 834.21545 +886.54846 841.11334 +888.52972 847.71692 +890.51093 855.06342 +892.49219 863.03003 +894.47339 871.90955 +896.45465 885.47943 +898.43585 897.37982 +900.41711 883.81909 +902.39832 892.52563 +904.37958 907.90204 +906.36078 905.66418 +908.34204 918.755 +910.32324 904.14569 +912.3045 917.50049 +914.28571 925.19641 +916.26697 932.8064 +918.24817 924.172 +920.22943 928.37494 +922.21063 927.32043 +924.19189 926.22491 +926.1731 936.3465 +928.15436 956.099 +930.13556 951.63403 +932.11676 948.49481 +934.09802 939.14624 +936.07922 950.6662 +938.06049 959.35999 +940.04169 959.21692 +942.02295 949.30847 +944.00415 937.41821 +945.98541 951.17255 +947.96661 936.05469 +949.94788 952.42432 +951.92908 946.99518 +953.91034 950.80646 +955.89154 950.0387 +957.8728 952.36652 +959.854 947.6582 +961.83527 942.34094 +963.81647 971.17145 +965.79773 943.724 +967.77893 934.16522 +969.76019 929.46619 +971.74139 936.71918 +973.72266 942.27869 +975.70386 929.75659 +977.68506 903.5033 +979.66632 907.13818 +981.64752 920.29779 +983.62878 918.3653 +985.60999 924.93835 +987.59125 899.12628 +989.57245 926.8139 +991.55371 908.77612 +993.53491 904.74347 +995.51617 892.24884 +997.49738 881.88934 +999.47864 868.67444 +1001.4598 880.38129 +1003.4411 876.3562 +1005.4223 868.84332 +1007.4036 858.48792 +1009.3848 855.22931 +1011.366 849.46021 +1013.3472 839.3175 +1015.3285 858.85706 +1017.3097 838.35614 +1019.291 819.30359 +1021.2722 820.30743 +1023.2534 824.5929 +1025.2346 804.62939 +1027.2158 799.91022 +1029.197 795.68799 +1031.1783 768.39063 +1033.1595 771.17657 +1035.1407 777.08838 +1037.1219 756.61487 +1039.1033 754.48724 +1041.0845 754.23523 +1043.0657 736.55933 +1045.0469 723.90338 +1047.0282 725.5802 +1049.0094 726.37268 +1050.9906 709.52173 +1052.9718 690.85205 +1054.9531 679.54614 +1056.9343 673.21539 +1058.9155 668.1012 +1060.8967 672.12225 +1062.8781 672.21259 +1064.8593 655.50305 +1066.8405 631.39325 +1068.8217 621.92474 +1070.803 621.5545 +1072.7842 609.99719 +1074.7654 599.78241 +1076.7466 582.47534 +1078.7278 580.33044 +1080.7091 586.20746 +1082.6903 577.63788 +1084.6715 555.42334 +1086.6527 552.82965 +1088.634 550.49518 +1090.6152 534.2226 +1092.5964 527.94537 +1094.5776 516.7973 +1096.559 505.17142 +1098.5402 500.54712 +1100.5214 480.51077 +1102.5026 484.16852 +1104.4839 484.75049 +1106.4651 470.4422 +1108.4463 460.96423 +1110.4275 455.61005 +1112.4088 451.5755 +1114.39 457.10693 +1116.3712 446.88739 +1118.3524 446.93829 +1120.3337 445.75931 +1122.3149 422.08569 +1124.2961 419.37753 +1126.2773 420.93707 +1128.2585 418.95648 +1130.2399 418.39795 +1132.2211 419.12128 +1134.2023 411.43613 +1136.1835 402.17532 +1138.1648 396.94714 +1140.146 398.18188 +1142.1272 392.7677 +1144.1084 384.75436 +1146.0897 373.60916 +1148.0709 382.68036 +1150.0521 384.70773 +1152.0333 369.56882 +1154.0146 379.63718 +1155.9958 370.51935 +1157.9771 359.16907 +1159.9583 354.45996 +1161.9396 348.37445 +1163.9208 360.22604 +1165.902 360.2359 +1167.8832 355.49405 +1169.8645 346.51767 +1171.8457 342.27097 +1173.8269 337.33105 +1175.8081 340.6257 +1177.7893 342.86896 +1179.7706 341.57623 +1181.7518 335.73618 +1183.733 328.12671 +1185.7142 330.78323 +1187.6956 316.9465 +1189.6768 319.44525 +1191.658 323.1434 +1193.6392 312.23804 +1195.6205 295.44473 +1197.6017 305.2915 +1199.5829 311.56915 +1201.5641 318.3324 +1203.5454 311.00247 +1205.5266 304.26102 +1207.5078 310.19406 +1209.489 308.14471 +1211.4703 301.81653 +1213.4515 294.87476 +1215.4327 305.90891 +1217.4139 299.13412 +1219.3953 303.90417 +1221.3765 302.18192 +1223.3577 297.95795 +1225.3389 298.36578 +1227.3201 291.34885 +1229.3014 292.49567 +1231.2826 294.59409 +1233.2638 292.36179 +1235.245 298.36288 +1237.2263 296.64401 +1239.2075 294.97394 +1241.1887 291.22925 +1243.1699 296.43311 +1245.1512 304.19443 +1247.1324 310.759 +1249.1136 302.39276 +1251.0948 291.51013 +1253.0762 296.71631 +1255.0574 296.36157 +1257.0386 286.2688 +1259.0198 295.26517 +1261.0011 303.08646 +1262.9823 295.49567 +1264.9635 289.68527 +1266.9447 298.21442 +1268.926 291.51935 +1270.9072 289.19131 +1272.8884 286.18005 +1274.8696 277.4823 +1276.8508 290.53937 +1278.8322 279.24005 +1280.8134 280.98645 +1282.7946 292.23901 +1284.7758 293.02328 +1286.7571 282.87036 +1288.7383 276.29727 +1290.7195 294.10458 +1292.7007 289.99176 +1294.682 293.27386 +1296.6632 289.07202 +1298.6444 295.76675 +1300.6256 293.52582 +1302.6069 280.45709 +1304.5881 292.51471 +1306.5693 289.59543 +1308.5505 286.40866 +1310.5319 281.4653 +1312.5131 288.91556 +1314.4943 296.00836 +1316.4755 293.24976 +1318.4567 285.9212 +1320.438 289.48526 +1322.4192 283.83707 +1324.4004 276.15158 +1326.3816 274.24664 +1328.3629 278.74423 +1330.3441 282.05151 +1332.3253 287.41638 +1334.3065 285.15884 +1336.2878 283.18661 +1338.269 277.0455 +1340.2502 284.3071 +1342.2314 283.95224 +1344.2128 289.07932 +1346.194 293.18607 +1348.1752 283.93921 +1350.1564 289.64487 +1352.1377 293.22705 +1354.1189 289.25052 +1356.1001 278.29977 +1358.0813 291.95682 +1360.0626 284.5256 +1362.0438 284.97696 +1364.025 286.36856 +1366.0062 272.21707 +1367.9874 282.33325 +1369.9688 291.23917 +1371.95 271.98764 +1373.9312 289.3382 +1375.9124 283.41638 +1377.8937 287.18283 +1379.8749 281.11859 +1381.8561 282.17776 +1383.8373 278.61224 +1385.8186 277.13104 +1387.7998 279.57431 +1389.781 286.01736 +1391.7622 281.28531 +1393.7435 283.34134 +1395.7247 278.46072 +1397.7059 278.71765 +1399.6871 281.6373 +1401.6685 280.56036 +1403.6497 280.67981 +1405.6309 287.20618 +1407.6121 287.92395 +1409.5934 284.24487 +1411.5746 283.83899 +1413.5558 282.49704 +1415.537 300.58337 +1417.5182 287.82474 +1419.4995 272.43542 +1421.4807 280.98865 +1423.4619 301.15414 +1425.4431 284.49567 +1427.4244 303.02798 +1429.4056 297.0123 +1431.3868 288.63785 +1433.368 289.43604 +1435.3494 293.89636 +1437.3306 287.08752 +1439.3118 287.4216 +1441.293 283.78345 +1443.2743 289.78677 +1445.2555 286.09161 +1447.2367 279.03577 +1449.2179 288.54681 +1451.1992 289.1846 +1453.1804 290.09583 +1455.1616 283.80753 +1457.1428 277.7789 +1459.1241 289.25443 +1461.1053 288.42889 +1463.0865 285.18875 +1465.0677 285.95078 +1467.049 266.95184 +1469.0303 292.46768 +1471.0115 282.57736 +1472.9927 280.64938 +1474.9739 290.83044 +1476.9552 285.1756 +1478.9364 283.06241 +1480.9176 282.06693 +1482.8988 287.7356 +1484.8801 290.48038 +1486.8613 285.03235 +1488.8425 280.38962 +1490.8237 283.82544 +1492.8051 281.87756 +1494.7863 288.01212 +1496.7675 291.65408 +1498.7487 271.40393 +1500.73 289.64185 +1502.7112 284.01996 +1504.6924 280.10379 +1506.6736 271.57938 +1508.6549 279.71051 +1510.6361 280.69449 +1512.6173 274.07581 +1514.5985 292.00061 +1516.5797 276.8428 +1518.561 269.03036 +1520.5422 269.56256 +1522.5234 279.71683 +1524.5046 293.60367 +1526.486 279.52045 +1528.4672 273.44601 +1530.4484 278.4632 +1532.4296 273.34088 +1534.4109 280.16208 +1536.3921 281.30429 +1538.3733 282.66028 +1540.3545 272.51578 +1542.3358 269.89227 +1544.317 274.02191 +1546.2982 270.16782 +1548.2794 281.89844 +1550.2607 283.5441 +1552.2419 277.43036 +1554.2231 276.97766 +1556.2043 270.30173 +1558.1857 270.02621 +1560.1669 269.5968 +1562.1481 273.54886 +1564.1293 264.55484 +1566.1105 264.56366 +1568.0918 260.29239 +1570.073 265.78882 +1572.0542 281.11603 +1574.0354 269.02356 +1576.0167 263.69623 +1577.9979 272.60788 +1579.9791 268.63815 +1581.9603 265.0936 +1583.9417 260.00244 +1585.9229 264.12521 +1587.9041 263.39102 +1589.8853 282.68222 +1591.8666 282.98245 +1593.8478 271.79193 +1595.829 269.66461 +1597.8102 269.4679 +1599.7915 269.19415 +1601.7727 280.01837 +1603.7539 283.79025 +1605.7351 281.37701 +1607.7164 265.59 +1609.6976 260.59787 +1611.6788 272.9512 +1613.66 276.22253 +1615.6412 270.22156 +1617.6226 264.63394 +1619.6038 279.37204 +1621.585 267.90656 +1623.5662 273.96442 +1625.5475 271.33725 +1627.5287 260.81293 +1629.5099 261.36786 +1631.4911 271.41107 +1633.4724 267.93491 +1635.4536 268.36896 +1637.4348 261.24051 +1639.416 261.92694 +1641.3973 266.23462 +1643.3785 274.77756 +1645.3597 278.12372 +1647.3409 266.31989 +1649.3223 260.75726 +1651.3035 257.44547 +1653.2847 267.19098 +1655.2659 266.48145 +1657.2472 271.77795 +1659.2284 260.54587 +1661.2096 260.05856 +1663.1908 258.40778 +1665.172 265.76224 +1667.1533 268.54834 +1669.1345 264.24307 +1671.1157 262.11557 +1673.0969 266.05945 +1675.0782 257.43832 +1677.0594 251.09521 +1679.0406 272.97705 +1681.0219 271.05734 +1683.0032 260.1843 +1684.9844 260.05261 +1686.9656 257.1767 +1688.9468 259.3197 +1690.9281 255.66428 +1692.9093 260.50873 +1694.8905 262.15244 +1696.8717 256.31824 +1698.853 253.84508 +1700.8342 259.46091 +1702.8154 261.42914 +1704.7966 262.85837 +1706.778 254.93701 +1708.7592 255.84328 +1710.7404 256.84528 +1712.7216 242.55118 +1714.7028 247.4514 +1716.6841 248.01057 +1718.6653 248.64381 +1720.6465 258.51566 +1722.6277 257.7366 +1724.609 261.01477 +1726.5902 256.63965 +1728.5714 257.89362 +1730.5526 245.31734 +1732.5339 240.94637 +1734.5151 241.80922 +1736.4963 242.97536 +1738.4775 258.93668 +1740.4589 246.48373 +1742.4401 249.6543 +1744.4213 262.27847 +1746.4025 255.38074 +1748.3838 244.98637 +1750.365 243.93925 +1752.3462 248.97136 +1754.3274 249.58823 +1756.3087 246.68152 +1758.2899 240.02985 +1760.2711 248.08614 +1762.2523 247.42023 +1764.2335 266.50351 +1766.2148 246.35809 +1768.196 247.17378 +1770.1772 253.1879 +1772.1584 252.34393 +1774.1398 252.16216 +1776.121 248.03145 +1778.1022 244.73438 +1780.0834 237.01891 +1782.0647 237.23514 +1784.0459 246.09439 +1786.0271 237.47891 +1788.0083 245.63216 +1789.9896 240.9946 +1791.9708 247.94312 +1793.952 244.14034 +1795.9332 246.54164 +1797.9146 245.28787 +1799.8958 236.46355 +1801.877 243.11691 +1803.8582 240.82109 +1805.8394 247.37668 +1807.8207 245.95015 +1809.8019 243.48485 +1811.7831 247.34277 +1813.7643 250.81752 +1815.7456 230.81328 +1817.7268 238.39217 +1819.708 245.38112 +1821.6892 235.6277 +1823.6705 238.33977 +1825.6517 239.40277 +1827.6329 234.5585 +1829.6141 232.96294 +1831.5955 238.47066 +1833.5767 237.54539 +1835.5579 237.91747 +1837.5391 242.85437 +1839.5204 234.51389 +1841.5016 232.724 +1843.4828 239.68173 +1845.464 249.15482 +1847.4453 234.92294 +1849.4265 232.85904 +1851.4077 232.95596 +1853.3889 228.02837 +1855.3701 232.28589 +1857.3514 232.61292 +1859.3326 234.52695 +1861.3138 235.1351 +1863.295 236.9563 +1865.2764 231.60693 +1867.2576 232.94086 +1869.2388 238.7603 +1871.22 239.98404 +1873.2013 232.51534 +1875.1825 234.74025 +1877.1637 229.22888 +1879.1449 227.87099 +1881.1262 232.47607 +1883.1074 238.7023 +1885.0886 231.40579 +1887.0698 230.43616 +1889.0511 228.78453 +1891.0323 235.80972 +1893.0135 241.40953 +1894.9948 225.47849 +1896.9761 235.74921 +1898.9573 229.87004 +1900.9385 247.59747 +1902.9197 235.3129 +1904.9009 234.65886 +1906.8822 233.35504 +1908.8634 232.37086 +1910.8446 236.81393 +1912.8258 236.51939 +1914.8071 236.0224 +1916.7883 230.18202 +1918.7695 238.64632 +1920.7507 235.57452 +1922.7321 229.83734 +1924.7133 234.38724 +1926.6945 235.62323 +1928.6757 232.85567 +1930.657 234.48003 +1932.6382 233.9248 +1934.6194 233.92477 +1936.6006 228.97316 +1938.5819 231.82729 +1940.5631 227.31647 +1942.5443 238.59711 +1944.5255 239.84981 +1946.5068 244.15958 +1948.488 236.03232 +1950.4692 234.57544 +1952.4504 230.93277 +1954.4316 225.70917 +1956.413 229.31494 +1958.3942 227.80907 +1960.3754 232.80482 +1962.3566 230.58148 +1964.3379 230.85146 +1966.3191 234.47415 +1968.3003 241.99243 +1970.2815 232.02509 +1972.2628 228.78786 +1974.244 239.06203 +1976.2252 229.11501 +1978.2064 234.44704 +1980.1877 239.78662 +1982.1689 229.92445 +1984.1501 225.40483 +1986.1313 225.51553 +1988.1127 219.67189 +1990.0939 219.556 +1992.0751 226.45277 +1994.0563 239.75858 +1996.0376 231.64969 +1998.0188 231.13113 +2000 233.4323 +2500 225.65088 +2501.5496 225.02109 +2503.0991 227.19781 +2504.6487 222.28792 +2506.1982 215.00262 +2507.748 218.90063 +2509.2976 218.0556 +2510.8472 215.52022 +2512.3967 222.01727 +2513.9463 221.97659 +2515.4958 221.19548 +2517.0454 212.20847 +2518.595 215.78668 +2520.1445 223.55612 +2521.6943 224.03586 +2523.2439 221.54716 +2524.7935 208.09645 +2526.343 224.3743 +2527.8926 213.44304 +2529.4421 222.85751 +2530.9917 211.4509 +2532.5413 213.29607 +2534.0908 212.43091 +2535.6404 214.47115 +2537.1902 212.94539 +2538.7397 212.33003 +2540.2893 217.72563 +2541.8389 218.23407 +2543.3884 214.45596 +2544.938 223.64044 +2546.4875 207.15559 +2548.0371 219.08096 +2549.5867 222.84946 +2551.1365 217.715 +2552.686 208.12585 +2554.2356 211.21565 +2555.7852 214.4464 +2557.3347 219.81877 +2558.8843 224.21313 +2560.4338 218.29677 +2561.9834 219.9624 +2563.533 218.33432 +2565.0828 218.35995 +2566.6323 223.75407 +2568.1819 222.23576 +2569.7314 219.09111 +2571.281 221.3398 +2572.8306 210.96841 +2574.3801 212.71118 +2575.9297 222.44221 +2577.4792 225.39285 +2579.0288 223.15166 +2580.5786 219.77975 +2582.1282 218.35695 +2583.6777 219.41765 +2585.2273 212.14754 +2586.7769 213.28029 +2588.3264 204.79503 +2589.876 218.92912 +2591.4255 229.67035 +2592.9751 226.12108 +2594.5249 219.62546 +2596.0745 218.77289 +2597.624 219.08932 +2599.1736 214.03239 +2600.7231 208.86874 +2602.2727 214.92551 +2603.8223 220.83113 +2605.3718 213.95686 +2606.9214 210.84462 +2608.4712 199.19426 +2610.0208 214.48917 +2611.5703 223.0426 +2613.1199 221.77359 +2614.6694 223.13966 +2616.219 221.54042 +2617.7686 209.12552 +2619.3181 202.63841 +2620.8677 212.20444 +2622.4172 211.41661 +2623.967 217.13698 +2625.5166 214.53537 +2627.0662 218.36511 +2628.6157 217.72339 +2630.1653 196.85419 +2631.7148 211.94669 +2633.2644 223.32571 +2634.814 219.29294 +2636.3635 214.19182 +2637.9133 212.90236 +2639.4629 212.99312 +2641.0125 214.3531 +2642.562 214.45988 +2644.1116 210.52357 +2645.6611 201.50639 +2647.2107 200.9514 +2648.7603 220.24324 +2650.3098 207.15677 +2651.8596 216.99728 +2653.4092 211.24057 +2654.9587 197.57803 +2656.5083 213.48596 +2658.0579 226.82799 +2659.6074 222.95073 +2661.157 219.64258 +2662.7065 222.69373 +2664.2561 222.93526 +2665.8057 213.88918 +2667.3555 223.10793 +2668.905 197.46425 +2670.4546 219.13222 +2672.0042 201.19276 +2673.5537 212.81905 +2675.1033 215.95775 +2676.6528 217.70264 +2678.2024 212.16451 +2679.752 214.74187 +2681.3018 220.18053 +2682.8513 223.65842 +2684.4009 224.70233 +2685.9504 218.3642 +2687.5 213.65672 +2689.0496 215.19179 +2690.5991 217.53453 +2692.1487 213.45943 +2693.6982 216.25955 +2695.248 204.66455 +2696.7976 225.05908 +2698.3472 206.29857 +2699.8967 220.28941 +2701.4463 220.99425 +2702.9958 216.36133 +2704.5454 217.70033 +2706.095 222.09314 +2707.6445 222.22037 +2709.1943 215.48634 +2710.7439 212.90353 +2712.2935 213.38138 +2713.843 232.884 +2715.3926 217.87964 +2716.9421 226.42754 +2718.4917 224.3015 +2720.0413 207.00928 +2721.5908 213.69872 +2723.1404 217.47299 +2724.6902 212.58429 +2726.2397 211.45 +2727.7893 214.44261 +2729.3389 213.79742 +2730.8884 215.53287 +2732.438 218.5303 +2733.9875 215.55733 +2735.5371 217.92697 +2737.0867 214.91644 +2738.6365 218.95348 +2740.186 221.39046 +2741.7356 205.41751 +2743.2852 213.78099 +2744.8347 219.41379 +2746.3843 220.31905 +2747.9338 212.17404 +2749.4834 203.85202 +2751.033 210.32323 +2752.5828 215.42036 +2754.1323 214.84674 +2755.6819 209.81042 +2757.2314 210.40739 +2758.781 219.6333 +2760.3306 216.2224 +2761.8801 211.00293 +2763.4297 222.7941 +2764.9792 216.24092 +2766.5288 213.62663 +2768.0786 205.6244 +2769.6282 219.4135 +2771.1777 208.20323 +2772.7273 218.54843 +2774.2769 215.31686 +2775.8264 226.36644 +2777.376 229.75101 +2778.9255 222.73599 +2780.4751 223.64188 +2782.0249 222.58746 +2783.5745 218.4348 +2785.124 221.45876 +2786.6736 221.593 +2788.2231 220.2355 +2789.7727 215.97975 +2791.3223 215.03929 +2792.8718 218.46696 +2794.4214 208.41267 +2795.9712 219.02724 +2797.5208 216.40836 +2799.0703 216.0186 +2800.6199 222.84984 +2802.1694 217.73503 +2803.719 216.63922 +2805.2686 214.06087 +2806.8181 218.92731 +2808.3677 223.56897 +2809.9172 217.04985 +2811.467 207.85287 +2813.0166 208.51988 +2814.5662 217.27184 +2816.1157 223.16406 +2817.6653 221.51187 +2819.2148 215.82368 +2820.7644 208.90744 +2822.314 220.40105 +2823.8635 211.41319 +2825.4133 216.28726 +2826.9629 226.13623 +2828.5125 223.16722 +2830.062 227.43102 +2831.6116 222.50623 +2833.1611 217.33771 +2834.7107 214.78381 +2836.2603 220.44263 +2837.8098 219.52644 +2839.3596 218.18535 +2840.9092 223.86946 +2842.4587 221.99725 +2844.0083 214.87701 +2845.5579 215.02905 +2847.1074 210.71486 +2848.657 208.06924 +2850.2065 212.2704 +2851.7561 232.1347 +2853.3057 219.72258 +2854.8555 223.35193 +2856.405 222.40015 +2857.9546 200.44191 +2859.5042 213.74277 +2861.0537 218.17563 +2862.6033 225.06558 +2864.1528 224.20673 +2865.7024 224.05214 +2867.252 223.78293 +2868.8018 219.29285 +2870.3513 218.57104 +2871.9009 218.12157 +2873.4504 216.51711 +2875 221.08783 +2876.5496 221.51262 +2878.0991 212.7619 +2879.6487 214.17282 +2881.1982 216.10222 +2882.748 215.53404 +2884.2976 219.70976 +2885.8472 218.33269 +2887.3967 226.13246 +2888.9463 211.653 +2890.4958 206.64261 +2892.0454 213.68913 +2893.595 214.3804 +2895.1445 221.89844 +2896.6943 222.09492 +2898.2439 225.16475 +2899.7935 215.67537 +2901.343 216.29871 +2902.8926 213.02542 +2904.4421 219.35124 +2905.9917 225.11375 +2907.5413 220.48602 +2909.0908 218.2641 +2910.6404 219.09367 +2912.1902 218.40942 +2913.7397 215.74469 +2915.2893 218.98236 +2916.8389 214.41599 +2918.3884 205.30495 +2919.938 214.22581 +2921.4875 213.83371 +2923.0371 218.25404 +2924.5867 216.29315 +2926.1365 211.6292 +2927.686 213.49051 +2929.2356 209.81895 +2930.7852 211.92293 +2932.3347 217.24608 +2933.8843 220.1209 +2935.4338 221.90318 +2936.9834 223.75397 +2938.533 224.54015 +2940.0828 216.90199 +2941.6323 217.06613 +2943.1819 223.00066 +2944.7314 222.16017 +2946.281 217.03502 +2947.8306 220.67723 +2949.3801 225.71021 +2950.9297 219.75232 +2952.4792 220.32466 +2954.0288 224.55696 +2955.5786 223.98039 +2957.1282 218.04349 +2958.6777 221.37651 +2960.2273 227.9792 +2961.7769 215.40047 +2963.3264 222.23947 +2964.876 215.89258 +2966.4255 211.41669 +2967.9751 215.16994 +2969.5249 226.9518 +2971.0745 209.79837 +2972.624 212.13565 +2974.1736 222.22829 +2975.7231 227.68564 +2977.2727 216.63857 +2978.8223 205.31511 +2980.3718 223.80466 +2981.9214 218.25633 +2983.4712 212.86682 +2985.0208 212.26505 +2986.5703 215.11964 +2988.1199 212.76813 +2989.6694 214.01346 +2991.219 221.55615 +2992.7686 219.95274 +2994.3181 215.21803 +2995.8677 212.36923 +2997.4172 218.90366 +2998.967 216.18074 +3000.5166 216.10629 +3002.0662 220.01797 +3003.6157 224.14281 +3005.1653 217.69699 +3006.7148 226.52039 +3008.2644 223.59503 +3009.814 227.20203 +3011.3635 213.4493 +3012.9133 223.35335 +3014.4629 216.5614 +3016.0125 215.07558 +3017.562 214.08324 +3019.1116 227.22774 +3020.6611 213.65625 +3022.2107 215.41246 +3023.7603 216.36131 +3025.3098 217.1264 +3026.8596 219.40279 +3028.4092 219.5865 +3029.9587 220.56551 +3031.5083 222.11034 +3033.0579 220.5925 +3034.6074 219.82112 +3036.157 223.10168 +3037.7065 223.34549 +3039.2561 220.02065 +3040.8057 221.34834 +3042.3555 223.73367 +3043.905 218.94276 +3045.4546 215.81523 +3047.0042 220.19225 +3048.5537 219.12221 +3050.1033 218.78777 +3051.6528 223.92374 +3053.2024 210.88318 +3054.752 209.0619 +3056.3018 212.28781 +3057.8513 228.17653 +3059.4009 224.4091 +3060.9504 225.89845 +3062.5 232.95348 +3064.0496 232.12003 +3065.5991 227.83014 +3067.1487 229.70662 +3068.6982 222.21495 +3070.248 217.51659 +3071.7976 219.95821 +3073.3472 214.2392 +3074.8967 217.28032 +3076.4463 212.1357 +3077.9958 214.75447 +3079.5454 222.95721 +3081.095 231.10374 +3082.6445 218.45013 +3084.1943 217.61496 +3085.7439 222.71718 +3087.2935 221.71666 +3088.843 223.57886 +3090.3926 218.03981 +3091.9421 216.28731 +3093.4917 229.95523 +3095.0413 233.83363 +3096.5908 220.99821 +3098.1404 225.4086 +3099.6902 231.03896 +3101.2397 228.33623 +3102.7893 225.53902 +3104.3389 225.9633 +3105.8884 222.35606 +3107.438 222.83368 +3108.9875 224.25786 +3110.5371 221.88693 +3112.0867 223.91409 +3113.6365 221.53447 +3115.186 220.64 +3116.7356 223.24979 +3118.2852 223.9986 +3119.8347 226.2336 +3121.3843 222.14906 +3122.9338 222.18724 +3124.4834 232.60063 +3126.033 218.62146 +3127.5828 227.23849 +3129.1323 234.89305 +3130.6819 230.15198 +3132.2314 227.19826 +3133.781 230.56854 +3135.3306 221.84644 +3136.8801 227.85724 +3138.4297 229.5601 +3139.9792 225.48642 +3141.5288 228.79521 +3143.0786 229.00426 +3144.6282 221.25435 +3146.1777 230.18581 +3147.7273 227.88095 +3149.2769 226.43399 +3150.8264 235.60158 +3152.376 234.55217 +3153.9255 230.01506 +3155.4751 234.32098 +3157.0249 230.58813 +3158.5745 232.90375 +3160.124 233.95119 +3161.6736 247.26212 +3163.2231 232.40218 +3164.7727 232.04695 +3166.3223 226.93239 +3167.8718 233.14949 +3169.4214 234.43871 +3170.9712 218.80234 +3172.5208 226.60323 +3174.0703 233.41791 +3175.6199 237.08141 +3177.1694 238.75078 +3178.719 222.28369 +3180.2686 231.14346 +3181.8181 232.78355 +3183.3677 234.4156 +3184.9172 241.53099 +3186.467 248.15265 +3188.0166 235.18857 +3189.5662 234.63171 +3191.1157 238.32588 +3192.6653 236.41136 +3194.2148 236.07428 +3195.7644 230.02487 +3197.314 234.31917 +3198.8635 238.14388 +3200.4133 235.68871 +3201.9629 244.51672 +3203.5125 233.3313 +3205.062 228.41154 +3206.6116 231.3401 +3208.1611 233.68588 +3209.7107 239.07135 +3211.2603 233.30235 +3212.8098 234.11778 +3214.3596 237.46619 +3215.9092 241.61667 +3217.4587 242.33853 +3219.0083 243.16663 +3220.5579 240.34018 +3222.1074 231.37943 +3223.657 234.29401 +3225.2065 243.43657 +3226.7561 239.68181 +3228.3057 238.99605 +3229.8555 237.67735 +3231.405 235.18326 +3232.9546 235.8577 +3234.5042 230.56067 +3236.0537 227.99228 +3237.6033 232.67845 +3239.1528 235.30319 +3240.7024 240.12724 +3242.252 240.71404 +3243.8018 240.33351 +3245.3513 237.56618 +3246.9009 231.4474 +3248.4504 226.72177 +3250 237.73306 +3251.5496 243.91997 +3253.0991 238.93117 +3254.6487 243.96359 +3256.1982 243.67107 +3257.748 241.5193 +3259.2976 241.54897 +3260.8472 236.87595 +3262.3967 236.729 +3263.9463 240.69026 +3265.4958 243.27367 +3267.0454 247.7843 +3268.595 248.40182 +3270.1445 240.92363 +3271.6943 237.597 +3273.2439 238.87108 +3274.7935 240.61131 +3276.343 242.48689 +3277.8926 244.36836 +3279.4421 240.33386 +3280.9917 237.78017 +3282.5413 247.01326 +3284.0908 253.0107 +3285.6404 248.68056 +3287.1902 246.33234 +3288.7397 245.62718 +3290.2893 240.86476 +3291.8389 243.79938 +3293.3884 243.01904 +3294.938 244.68954 +3296.4875 242.68181 +3298.0371 239.43285 +3299.5867 236.16339 +3301.1365 237.592 +3302.686 242.55905 +3304.2356 244.53978 +3305.7852 241.1624 +3307.3347 246.87563 +3308.8843 257.16827 +3310.4338 254.04456 +3311.9834 252.02989 +3313.533 254.03342 +3315.0828 252.02007 +3316.6323 252.25891 +3318.1819 249.75148 +3319.7314 255.46394 +3321.281 242.31302 +3322.8306 242.0907 +3324.3801 255.46434 +3325.9297 250.37987 +3327.4792 244.70929 +3329.0288 242.80434 +3330.5786 250.24487 +3332.1282 257.92233 +3333.6777 257.39609 +3335.2273 256.54947 +3336.7769 257.59006 +3338.3264 262.70508 +3339.876 263.46014 +3341.4255 268.45297 +3342.9751 256.61371 +3344.5249 261.59335 +3346.0745 252.43143 +3347.624 261.85538 +3349.1736 268.71094 +3350.7231 250.7486 +3352.2727 246.31891 +3353.8223 261.41034 +3355.3718 259.57654 +3356.9214 255.04799 +3358.4712 264.43414 +3360.0208 266.0495 +3361.5703 269.87589 +3363.1199 273.12146 +3364.6694 268.94409 +3366.219 265.46115 +3367.7686 258.96863 +3369.3181 253.74359 +3370.8677 250.55377 +3372.4172 272.77106 +3373.967 258.60791 +3375.5166 264.4668 +3377.0662 261.6662 +3378.6157 244.04413 +3380.1653 266.08698 +3381.7148 263.90143 +3383.2644 280.14035 +3384.814 259.48386 +3386.3635 272.42328 +3387.9133 264.89975 +3389.4629 261.84225 +3391.0125 257.54465 +3392.562 267.6113 +3394.1116 265.20828 +3395.6611 266.25012 +3397.2107 269.31989 +3398.7603 271.2084 +3400.3098 277.05817 +3401.8596 270.84244 +3403.4092 276.26318 +3404.9587 265.39444 +3406.5083 279.3989 +3408.0579 276.95203 +3409.6074 273.3302 +3411.157 283.47409 +3412.7065 290.76251 +3414.2561 279.06003 +3415.8057 268.46872 +3417.3555 272.87201 +3418.905 275.02991 +3420.4546 276.8779 +3422.0042 280.82336 +3423.5537 279.93472 +3425.1033 281.04504 +3426.6528 280.27689 +3428.2024 284.33658 +3429.752 281.49414 +3431.3018 275.87793 +3432.8513 275.04865 +3434.4009 281.65982 +3435.9504 284.24667 +3437.5 281.45401 +3439.0496 281.92346 +3440.5991 280.05237 +3442.1487 277.80023 +3443.6982 277.36133 +3445.248 297.21957 +3446.7976 283.57858 +3448.3472 281.68912 +3449.8967 288.90176 +3451.4463 288.83682 +3452.9958 291.05478 +3454.5454 291.36133 +3456.095 284.81912 +3457.6445 300.65421 +3459.1943 284.30048 +3460.7439 296.48111 +3462.2935 294.42041 +3463.843 307.41855 +3465.3926 295.3399 +3466.9421 299.33768 +3468.4917 297.19693 +3470.0413 285.67737 +3471.5908 294.53387 +3473.1404 297.59412 +3474.6902 301.73029 +3476.2397 301.14163 +3477.7893 303.6553 +3479.3389 299.34998 +3480.8884 297.52621 +3482.438 297.79364 +3483.9875 305.80493 +3485.5371 301.69611 +3487.0867 306.0166 +3488.6365 311.66251 +3490.186 306.49966 +3491.7356 305.29691 +3493.2852 306.1333 +3494.8347 308.17834 +3496.3843 310.07944 +3497.9338 315.26111 +3499.4834 324.94415 +3501.033 320.06369 +3502.5828 308.94641 +3504.1323 318.63922 +3505.6819 317.69388 +3507.2314 316.06161 +3508.781 327.44577 +3510.3306 322.46643 +3511.8801 326.94757 +3513.4297 305.76221 +3514.9792 324.02701 +3516.5288 316.63757 +3518.0786 320.52927 +3519.6282 317.68466 +3521.1777 319.68906 +3522.7273 315.40479 +3524.2769 329.30276 +3525.8264 327.47958 +3527.376 324.73206 +3528.9255 335.46063 +3530.4751 331.21396 +3532.0249 330.16083 +3533.5745 333.43491 +3535.124 348.91727 +3536.6736 350.47766 +3538.2231 341.16675 +3539.7727 333.34531 +3541.3223 345.2673 +3542.8718 346.10577 +3544.4214 332.849 +3545.9712 343.48636 +3547.5208 347.88486 +3549.0703 348.19217 +3550.6199 347.3887 +3552.1694 341.22943 +3553.719 348.11142 +3555.2686 332.60028 +3556.8181 337.5202 +3558.3677 350.88559 +3559.9172 347.36035 +3561.467 357.02985 +3563.0166 362.0105 +3564.5662 340.39447 +3566.1157 346.56586 +3567.6653 351.16763 +3569.2148 354.95187 +3570.7644 348.3378 +3572.314 351.09314 +3573.8635 365.7926 +3575.4133 351.16754 +3576.9629 349.07837 +3578.5125 350.26077 +3580.062 355.46759 +3581.6116 354.10437 +3583.1611 347.84109 +3584.7107 353.172 +3586.2603 352.97318 +3587.8098 341.62579 +3589.3596 340.55231 +3590.9092 338.08319 +3592.4587 346.64322 +3594.0083 337.86932 +3595.5579 335.01498 +3597.1074 331.74628 +3598.657 333.35828 +3600.2065 342.15994 +3601.7561 347.27005 +3603.3057 335.90625 +3604.8555 331.92072 +3606.405 325.72183 +3607.9546 319.91235 +3609.5042 326.64761 +3611.0537 321.38361 +3612.6033 306.36133 +3614.1528 306.72565 +3615.7024 305.32196 +3617.252 303.26587 +3618.8018 303.86447 +3620.3513 302.27921 +3621.9009 301.94696 +3623.4504 303.39178 +3625 295.20676 +3626.5496 290.37512 +3628.0991 288.98352 +3629.6487 284.46259 +3631.1982 285.09833 +3632.748 269.07114 +3634.2976 265.4581 +3635.8472 254.39131 +3637.3967 271.39362 +3638.9463 256.2533 +3640.4958 263.36267 +3642.0454 251.3632 +3643.595 249.45586 +3645.1445 255.42415 +3646.6943 251.89978 +3648.2439 253.79797 +3649.7935 248.65393 +3651.343 241.16356 +3652.8926 238.52345 +3654.4421 235.71056 +3655.9917 226.06062 +3657.5413 231.75481 +3659.0908 230.69296 +3660.6404 223.48708 +3662.1902 226.62096 +3663.7397 213.46503 +3665.2893 216.09482 +3666.8389 216.62953 +3668.3884 210.60963 +3669.938 221.58202 +3671.4875 221.86655 +3673.0371 205.44234 +3674.5867 211.09953 +3676.1365 212.71353 +3677.686 207.21843 +3679.2356 198.99196 +3680.7852 200.93268 +3682.3347 200.66408 +3683.8843 196.34863 +3685.4338 201.95493 +3686.9834 199.57953 +3688.533 189.73997 +3690.0828 185.09164 +3691.6323 196.73611 +3693.1819 192.6044 +3694.7314 193.45906 +3696.281 189.47836 +3697.8306 186.51643 +3699.3801 182.54758 +3700.9297 183.85359 +3702.4792 188.48473 +3704.0288 187.25331 +3705.5786 183.71323 +3707.1282 189.38771 +3708.6777 187.70433 +3710.2273 185.01985 +3711.7769 187.97871 +3713.3264 180.97562 +3714.876 181.8284 +3716.4255 184.94386 +3717.9751 177.72691 +3719.5249 176.17744 +3721.0745 176.36134 +3722.624 176.36133 +3724.1736 175.01311 +3725.7231 183.46382 +3727.2727 180.65755 +3728.8223 185.39223 +3730.3718 186.74774 +3731.9214 184.49098 +3733.4712 181.55272 +3735.0208 177.8452 +3736.5703 178.57935 +3738.1199 179.26556 +3739.6694 181.57852 +3741.219 173.85141 +3742.7686 176.15825 +3744.3181 178.71896 +3745.8677 172.73257 +3747.4172 170.48767 +3748.967 174.16196 +3750.5166 174.46342 +3752.0662 181.66409 +3753.6157 170.02686 +3755.1653 171.23267 +3756.7148 165.90335 +3758.2644 174.64639 +3759.814 173.57959 +3761.3635 172.53342 +3762.9133 172.20067 +3764.4629 175.6758 +3766.0125 177.86856 +3767.562 174.0204 +3769.1116 177.08157 +3770.6611 171.40823 +3772.2107 168.52609 +3773.7603 167.52618 +3775.3098 182.32858 +3776.8596 172.55959 +3778.4092 175.3349 +3779.9587 163.49887 +3781.5083 155.11066 +3783.0579 177.35205 +3784.6074 177.10941 +3786.157 172.39731 +3787.7065 168.7661 +3789.2561 169.91043 +3790.8057 168.59439 +3792.3555 165.84238 +3793.905 172.61932 +3795.4546 174.4613 +3797.0042 171.13066 +3798.5537 175.54028 +3800.1033 170.61174 +3801.6528 154.34402 +3803.2024 164.92851 +3804.752 167.38406 +3806.3018 171.26346 +3807.8513 172.56908 +3809.4009 167.6933 +3810.9504 169.34077 +3812.5 167.49698 +3814.0496 171.24324 +3815.5991 172.60123 +3817.1487 173.24606 +3818.6982 165.18001 +3820.248 163.58061 +3821.7976 158.46587 +3823.3472 170.2404 +3824.8967 170.39085 +3826.4463 163.38057 +3827.9958 173.49464 +3829.5454 171.67397 +3831.095 165.84045 +3832.6445 167.10674 +3834.1943 169.8815 +3835.7439 170.99657 +3837.2935 160.91167 +3838.843 169.1546 +3840.3926 164.65344 +3841.9421 169.25287 +3843.4917 172.58467 +3845.0413 164.47554 +3846.5908 165.27811 +3848.1404 169.67787 +3849.6902 173.22496 +3851.2397 167.63417 +3852.7893 162.81987 +3854.3389 173.82468 +3855.8884 169.77434 +3857.438 158.49446 +3858.9875 164.95734 +3860.5371 166.95294 +3862.0867 157.31796 +3863.6365 153.42912 +3865.186 155.49899 +3866.7356 160.41536 +3868.2852 157.45258 +3869.8347 156.56601 +3871.3843 154.50006 +3872.9338 166.16693 +3874.4834 168.53534 +3876.033 169.8465 +3877.5828 166.96458 +3879.1323 159.04437 +3880.6819 155.48987 +3882.2314 159.44205 +3883.781 162.28551 +3885.3306 164.19951 +3886.8801 162.90298 +3888.4297 162.29971 +3889.9792 162.76118 +3891.5288 166.82277 +3893.0786 161.20123 +3894.6282 159.037 +3896.1777 161.84024 +3897.7273 165.45438 +3899.2769 158.62001 +3900.8264 158.38484 +3902.376 164.66389 +3903.9255 163.0284 +3905.4751 169.03635 +3907.0249 160.80739 +3908.5745 163.2417 +3910.124 165.82854 +3911.6736 163.03499 +3913.2231 159.45793 +3914.7727 161.77948 +3916.3223 171.27148 +3917.8718 159.15584 +3919.4214 166.00429 +3920.9712 165.40605 +3922.5208 155.69942 +3924.0703 165.83679 +3925.6199 163.42485 +3927.1694 158.1346 +3928.719 154.05496 +3930.2686 157.87456 +3931.8181 160.79138 +3933.3677 160.68437 +3934.9172 158.64415 +3936.467 163.74617 +3938.0166 159.53165 +3939.5662 159.47078 +3941.1157 154.11928 +3942.6653 156.90363 +3944.2148 158.47466 +3945.7644 160.20683 +3947.314 164.72061 +3948.8635 157.80234 +3950.4133 157.7662 +3951.9629 161.57512 +3953.5125 161.19502 +3955.062 167.57521 +3956.6116 164.17473 +3958.1611 162.80432 +3959.7107 162.29921 +3961.2603 161.31047 +3962.8098 163.96191 +3964.3596 158.30891 +3965.9092 162.28342 +3967.4587 165.37769 +3969.0083 161.95554 +3970.5579 161.36133 +3972.1074 165.22604 +3973.657 159.3576 +3975.2065 165.35982 +3976.7561 162.06326 +3978.3057 160.97018 +3979.8555 163.09332 +3981.405 166.94421 +3982.9546 159.57054 +3984.5042 156.01622 +3986.0537 157.42323 +3987.6033 166.91795 +3989.1528 164.12239 +3990.7024 165.44131 +3992.252 159.18776 +3993.8018 160.28702 +3995.3513 166.58215 +3996.9009 168.03189 +3998.4504 163.37384 +4000 162.27786 diff --git a/examples/rameau_example/raw/Som-13-19.txt b/examples/rameau_example/raw/Som-13-19.txt new file mode 100644 index 0000000..9fdfebd --- /dev/null +++ b/examples/rameau_example/raw/Som-13-19.txt @@ -0,0 +1,1929 @@ +100 830.89716 +101.98123 938.05499 +103.96246 1042.5677 +105.9437 1112.5001 +107.92492 1177.3158 +109.90615 1258.8834 +111.88738 1287.2964 +113.86861 1341.7592 +115.84985 1346.2858 +117.83108 1395.6787 +119.8123 1437.4515 +121.79353 1427.9548 +123.77477 1421.2502 +125.756 1415.7837 +127.73723 1413.0306 +129.71846 1421.8322 +131.69969 1410.4501 +133.68092 1400.6685 +135.66216 1371.5417 +137.64337 1413.6509 +139.6246 1393.1748 +141.60583 1401.5699 +143.58707 1380.9387 +145.5683 1368.7786 +147.54953 1367.038 +149.53076 1358.3068 +151.51199 1358.4241 +153.49323 1372.088 +155.47446 1356.4091 +157.45569 1337.8092 +159.43692 1337.5111 +161.41814 1343.2565 +163.39937 1302.885 +165.3806 1296.9247 +167.36183 1301.1117 +169.34306 1276.1587 +171.3243 1264.5447 +173.30553 1292.9746 +175.28676 1289.1052 +177.26799 1290.4769 +179.24922 1280.5657 +181.23045 1295.675 +183.21169 1283.0062 +185.19292 1293.3765 +187.17413 1283.4233 +189.15536 1248.5634 +191.1366 1230.9396 +193.11783 1228.3572 +195.09906 1223.9163 +197.08029 1236.3021 +199.06152 1232.0128 +201.04276 1205.6937 +203.02399 1164.7065 +205.00522 1194.6941 +206.98645 1200.696 +208.96768 1208.0032 +210.9489 1197.389 +212.93013 1188.0879 +214.91136 1185.3717 +216.89259 1188.855 +218.87383 1193.5594 +220.85506 1175.3441 +222.83629 1180.2196 +224.81752 1194.589 +226.79875 1167.1161 +228.77998 1172.2802 +230.76122 1167.519 +232.74245 1150.699 +234.72366 1145.3932 +236.7049 1149.6542 +238.68613 1148.056 +240.66736 1153.2262 +242.64859 1164.4156 +244.62982 1140.7964 +246.61105 1160.8434 +248.59229 1125.7828 +250.57352 1144.2432 +252.55475 1126.8151 +254.53598 1138.2405 +256.51721 1115.1619 +258.49844 1112.2983 +260.47968 1124.3781 +262.46091 1126.9519 +264.44214 1124.0002 +266.42337 1113.1124 +268.4046 1089.9662 +270.38583 1111.0493 +272.36703 1082.4512 +274.34827 1115.1324 +276.3295 1098.0812 +278.31073 1109.3074 +280.29196 1098.1478 +282.27319 1091.3105 +284.25443 1084.9657 +286.23566 1086.4399 +288.21689 1086.502 +290.19812 1077.0809 +292.17935 1075.9025 +294.16058 1074.9205 +296.14182 1072.0853 +298.12305 1076.2056 +300.10428 1054.8872 +302.08551 1048.7559 +304.06674 1055.5483 +306.04797 1037.7668 +308.02921 1042.8843 +310.01044 1047.7727 +311.99167 1040.9832 +313.9729 1037.4547 +315.95413 1036.2301 +317.93536 1030.0303 +319.91656 1028.0751 +321.8978 1013.9647 +323.87903 1035.401 +325.86026 1010.9299 +327.84149 1016.579 +329.82272 1004.3026 +331.80396 994.82751 +333.78519 1004.3094 +335.76642 989.22772 +337.74765 990.44232 +339.72888 1017.3617 +341.71011 1016.0594 +343.69135 994.95605 +345.67258 1006.9656 +347.65381 997.30811 +349.63504 1005.5013 +351.61627 966.93518 +353.5975 999.3222 +355.57874 972.03473 +357.55997 973.95148 +359.5412 994.67139 +361.52243 994.0119 +363.50366 990.43451 +365.48489 994.492 +367.46613 987.94031 +369.44733 981.83759 +371.42856 991.46124 +373.40979 977.28668 +375.39102 969.69171 +377.37225 1001.5236 +379.35349 986.25171 +381.33472 983.80096 +383.31595 983.0874 +385.29718 981.48218 +387.27841 991.51563 +389.25964 992.94202 +391.24088 988.88727 +393.22211 994.99469 +395.20334 992.40393 +397.18457 986.70349 +399.1658 1000.5192 +401.14703 999.54926 +403.12827 983.13611 +405.1095 991.06195 +407.09073 1012.1306 +409.07196 1013.5656 +411.05319 1000.0602 +413.03442 1006.1421 +415.01566 993.71631 +416.99686 999.45654 +418.97809 1001.3076 +420.95932 1004.8622 +422.94055 1014.1257 +424.92178 1020.9336 +426.90302 1023.7374 +428.88425 1013.8231 +430.86548 998.63733 +432.84671 1029.1451 +434.82794 1014.0944 +436.80917 1018.7115 +438.79041 1030.3396 +440.77164 1017.6801 +442.75287 1004.9797 +444.7341 1019.72 +446.71533 1019.3236 +448.69656 1024.9664 +450.6778 1034.6024 +452.65903 1049.4022 +454.64026 1037.4025 +456.62149 1031.8373 +458.60272 1054.5785 +460.58395 1046.7201 +462.56519 1032.5198 +464.54642 1030.1591 +466.52762 1043.1943 +468.50885 1046.6914 +470.49008 1020.3924 +472.47131 1042.2654 +474.45255 1037.962 +476.43378 1041.4205 +478.41501 1037.3796 +480.39624 1061.8784 +482.37747 1056.8914 +484.3587 1065.1539 +486.33994 1065.959 +488.32117 1043.6484 +490.3024 1046.4366 +492.28363 1064.0211 +494.26486 1054.0765 +496.24609 1054.7787 +498.22733 1063.9023 +500.20856 1068.4946 +502.18979 1063.0969 +504.17102 1051.788 +506.15225 1048.813 +508.13348 1046.8516 +510.11472 1051.7363 +512.09595 1044.4991 +514.07715 1061.6656 +516.05841 1051.8951 +518.03961 1047.053 +520.02087 1048.9956 +522.00208 1039.4421 +523.98334 1032.5176 +525.96454 1030.0289 +527.9458 1024.6946 +529.927 1025.8418 +531.90826 1010.594 +533.88947 1030.6909 +535.87073 1041.0747 +537.85193 992.56818 +539.83313 1033.1088 +541.81439 1008.1096 +543.79559 1014.9722 +545.77686 1010.1451 +547.75806 1010.8387 +549.73932 1021.6539 +551.72052 997.3396 +553.70178 989.91016 +555.68298 1008.2749 +557.66425 1009.8209 +559.64545 994.82581 +561.62671 988.57373 +563.60791 991.31787 +565.58917 988.86707 +567.57037 977.08929 +569.55164 992.31763 +571.53284 999.25317 +573.5141 1002.5236 +575.4953 976.43353 +577.47656 973.58533 +579.45776 930.31128 +581.43903 928.31982 +583.42023 932.7085 +585.40149 953.32629 +587.38269 934.24945 +589.36389 912.49463 +591.34515 902.21631 +593.32635 887.02441 +595.30762 887.08472 +597.28882 890.37939 +599.27008 870.08209 +601.25128 858.03522 +603.23254 865.35938 +605.21375 846.26831 +607.19501 824.72919 +609.17621 832.34131 +611.15747 831.79242 +613.13867 807.02472 +615.11993 786.25946 +617.10114 769.61542 +619.0824 783.90778 +621.0636 781.89148 +623.04486 791.93555 +625.02606 767.91571 +627.00732 769.46399 +628.98853 760.39349 +630.96979 749.65668 +632.95099 739.06171 +634.93225 736.40509 +636.91345 734.93646 +638.89465 738.85986 +640.87592 734.4173 +642.85712 731.86237 +644.83838 746.61127 +646.81958 742.22577 +648.80084 732.32397 +650.78204 729.64069 +652.76331 728.72406 +654.74451 733.72998 +656.72577 713.47943 +658.70697 730.61224 +660.68823 751.25873 +662.66943 740.41754 +664.6507 728.76581 +666.6319 724.48315 +668.61316 738.6825 +670.59436 743.96899 +672.57562 755.70703 +674.55682 740.87817 +676.53809 736.54663 +678.51929 747.96643 +680.50055 737.40186 +682.48175 729.05206 +684.46301 726.68872 +686.44421 723.13019 +688.42542 728.20245 +690.40668 733.50665 +692.38788 734.26807 +694.36914 727.93317 +696.35034 715.34418 +698.3316 724.31311 +700.31281 699.80554 +702.29407 711.9765 +704.27527 702.19763 +706.25653 727.61249 +708.23773 701.49017 +710.21899 708.94714 +712.2002 718.49994 +714.18146 705.3548 +716.16266 695.88885 +718.14392 689.89935 +720.12512 696.67126 +722.10638 692.37128 +724.08759 687.59052 +726.06885 666.03699 +728.05005 674.68555 +730.03131 682.93756 +732.01251 682.28595 +733.99371 670.89655 +735.97498 664.16931 +737.95618 659.84277 +739.93744 656.0434 +741.91864 661.79034 +743.8999 659.03204 +745.8811 645.88245 +747.86237 636.48169 +749.84357 630.73065 +751.82483 643.9314 +753.80603 622.20483 +755.78729 606.81934 +757.76849 622.92578 +759.74976 631.47412 +761.73096 604.08844 +763.71222 628.30042 +765.69342 622.14844 +767.67468 586.12939 +769.65588 603.56201 +771.63715 596.32971 +773.61835 575.07465 +775.59961 577.64697 +777.58081 587.24841 +779.56207 581.92078 +781.54327 587.91095 +783.52448 587.22339 +785.50574 588.02502 +787.48694 565.4212 +789.4682 553.88373 +791.4494 559.2901 +793.43066 569.90424 +795.41187 564.35059 +797.39313 562.12701 +799.37433 563.14526 +801.35559 566.27795 +803.33679 575.04315 +805.31805 568.2077 +807.29926 558.0083 +809.28052 565.47949 +811.26172 566.02399 +813.24298 556.83411 +815.22418 557.26178 +817.20544 566.2558 +819.18665 572.06708 +821.16791 575.05762 +823.14911 597.60968 +825.13037 577.57617 +827.11157 576.49554 +829.09283 590.5874 +831.07404 594.94281 +833.05524 602.86621 +835.0365 585.41479 +837.0177 614.5788 +838.99896 607.53088 +840.98016 638.5069 +842.96143 614.15051 +844.94263 629.33044 +846.92389 654.86371 +848.90509 646.62482 +850.88635 682.75049 +852.86755 669.49829 +854.84882 684.24652 +856.83002 687.11157 +858.81128 714.4389 +860.79248 714.15686 +862.77374 692.93024 +864.75494 709.87646 +866.73621 735.1958 +868.71741 758.5639 +870.69867 775.75824 +872.67987 781.25677 +874.66113 773.41809 +876.64233 778.77142 +878.6236 791.73792 +880.6048 794.9527 +882.586 791.31909 +884.56726 796.41742 +886.54846 819.00739 +888.52972 821.71179 +890.51093 811.1272 +892.49219 815.50806 +894.47339 830.14136 +896.45465 845.77698 +898.43585 847.81702 +900.41711 858.86102 +902.39832 860.7464 +904.37958 865.47418 +906.36078 879.09167 +908.34204 869.75317 +910.32324 877.95825 +912.3045 881.78894 +914.28571 880.57941 +916.26697 909.99377 +918.24817 906.80548 +920.22943 898.54712 +922.21063 870.36713 +924.19189 902.19153 +926.1731 923.17096 +928.15436 911.74921 +930.13556 928.35339 +932.11676 911.09784 +934.09802 893.25659 +936.07922 897.49762 +938.06049 916.17914 +940.04169 896.20599 +942.02295 934.08008 +944.00415 896.04163 +945.98541 911.93237 +947.96661 932.11584 +949.94788 937.47528 +951.92908 922.83246 +953.91034 903.2691 +955.89154 893.03198 +957.8728 926.28558 +959.854 894.91669 +961.83527 912.91534 +963.81647 912.75299 +965.79773 909.8042 +967.77893 913.12677 +969.76019 891.63245 +971.74139 880.79364 +973.72266 881.32855 +975.70386 881.61133 +977.68506 870.70172 +979.66632 874.38837 +981.64752 898.5545 +983.62878 876.867 +985.60999 872.2146 +987.59125 876.23804 +989.57245 857.11914 +991.55371 857.40503 +993.53491 873.7594 +995.51617 861.034 +997.49738 853.35553 +999.47864 852.52844 +1001.4598 831.20026 +1003.4411 848.36078 +1005.4223 838.76855 +1007.4036 838.75354 +1009.3848 838.37561 +1011.366 809.27637 +1013.3472 815.3432 +1015.3285 816.49713 +1017.3097 799.50055 +1019.291 802.61688 +1021.2722 791.20068 +1023.2534 795.62439 +1025.2346 793.573 +1027.2158 777.69128 +1029.197 767.00616 +1031.1783 754.78046 +1033.1595 728.15619 +1035.1407 725.65533 +1037.1219 733.82361 +1039.1033 742.57013 +1041.0845 738.2793 +1043.0657 729.8457 +1045.0469 723.20264 +1047.0282 720.2594 +1049.0094 688.1781 +1050.9906 681.53833 +1052.9718 687.83057 +1054.9531 675.92004 +1056.9343 673.40497 +1058.9155 672.93817 +1060.8967 661.48383 +1062.8781 644.48615 +1064.8593 640.64941 +1066.8405 635.50403 +1068.8217 616.04346 +1070.803 613.04565 +1072.7842 605.75342 +1074.7654 615.81628 +1076.7466 606.22705 +1078.7278 579.41711 +1080.7091 578.0047 +1082.6903 581.28796 +1084.6715 570.24225 +1086.6527 563.68842 +1088.634 552.94525 +1090.6152 538.74164 +1092.5964 536.3031 +1094.5776 532.52661 +1096.559 529.64398 +1098.5402 524.13794 +1100.5214 512.77167 +1102.5026 491.01398 +1104.4839 497.09201 +1106.4651 507.45886 +1108.4463 489.16211 +1110.4275 491.96536 +1112.4088 483.25226 +1114.39 475.90869 +1116.3712 471.70804 +1118.3524 454.67603 +1120.3337 451.0668 +1122.3149 438.0853 +1124.2961 433.7052 +1126.2773 427.89682 +1128.2585 430.47598 +1130.2399 431.25113 +1132.2211 422.67535 +1134.2023 432.76172 +1136.1835 432.42035 +1138.1648 419.43524 +1140.146 402.06879 +1142.1272 404.04196 +1144.1084 408.84799 +1146.0897 402.69785 +1148.0709 404.91525 +1150.0521 390.63071 +1152.0333 391.42773 +1154.0146 398.60709 +1155.9958 396.77917 +1157.9771 394.0296 +1159.9583 391.90045 +1161.9396 378.07159 +1163.9208 377.30789 +1165.902 385.43878 +1167.8832 381.72995 +1169.8645 382.4108 +1171.8457 365.86435 +1173.8269 374.68414 +1175.8081 362.65665 +1177.7893 355.99023 +1179.7706 348.01816 +1181.7518 360.16995 +1183.733 364.57797 +1185.7142 359.14978 +1187.6956 364.06543 +1189.6768 365.57816 +1191.658 357.09595 +1193.6392 372.88501 +1195.6205 354.70361 +1197.6017 355.60638 +1199.5829 335.12695 +1201.5641 341.36682 +1203.5454 343.68576 +1205.5266 340.86783 +1207.5078 349.25824 +1209.489 343.11432 +1211.4703 335.75131 +1213.4515 329.95465 +1215.4327 336.47122 +1217.4139 340.50497 +1219.3953 342.4473 +1221.3765 345.29681 +1223.3577 349.49258 +1225.3389 342.77594 +1227.3201 330.57321 +1229.3014 331.04721 +1231.2826 334.74359 +1233.2638 342.51019 +1235.245 342.99814 +1237.2263 339.45422 +1239.2075 337.73993 +1241.1887 324.71091 +1243.1699 325.73984 +1245.1512 326.76447 +1247.1324 333.42139 +1249.1136 339.36087 +1251.0948 336.32074 +1253.0762 338.48032 +1255.0574 340.52029 +1257.0386 331.70703 +1259.0198 325.59561 +1261.0011 328.69638 +1262.9823 327.65576 +1264.9635 329.5661 +1266.9447 327.71637 +1268.926 328.58521 +1270.9072 339.51553 +1272.8884 345.35883 +1274.8696 334.05933 +1276.8508 328.57895 +1278.8322 335.04779 +1280.8134 321.90402 +1282.7946 330.2941 +1284.7758 328.98303 +1286.7571 330.50638 +1288.7383 339.02142 +1290.7195 329.47229 +1292.7007 325.12793 +1294.682 329.60846 +1296.6632 323.41064 +1298.6444 342.0741 +1300.6256 325.63947 +1302.6069 319.66556 +1304.5881 350.0899 +1306.5693 337.02866 +1308.5505 318.41882 +1310.5319 330.2175 +1312.5131 328.34042 +1314.4943 329.14697 +1316.4755 337.2739 +1318.4567 333.60281 +1320.438 328.41769 +1322.4192 327.43839 +1324.4004 337.62579 +1326.3816 334.33984 +1328.3629 329.76584 +1330.3441 325.8486 +1332.3253 331.88882 +1334.3065 335.33664 +1336.2878 338.36865 +1338.269 326.84109 +1340.2502 323.65341 +1342.2314 330.01401 +1344.2128 323.10056 +1346.194 327.64673 +1348.1752 323.03168 +1350.1564 315.84915 +1352.1377 334.70615 +1354.1189 340.78976 +1356.1001 326.5332 +1358.0813 339.17349 +1360.0626 337.74103 +1362.0438 332.68845 +1364.025 337.06976 +1366.0062 336.76236 +1367.9874 338.53592 +1369.9688 337.00015 +1371.95 326.96671 +1373.9312 323.47714 +1375.9124 338.76187 +1377.8937 336.60797 +1379.8749 333.4353 +1381.8561 330.14236 +1383.8373 328.08719 +1385.8186 334.70001 +1387.7998 334.05658 +1389.781 335.77658 +1391.7622 331.20343 +1393.7435 321.07843 +1395.7247 322.97757 +1397.7059 337.48346 +1399.6871 337.22589 +1401.6685 332.36166 +1403.6497 321.04514 +1405.6309 327.01163 +1407.6121 341.02576 +1409.5934 327.40802 +1411.5746 331.24554 +1413.5558 342.01068 +1415.537 338.54453 +1417.5182 341.94025 +1419.4995 342.51517 +1421.4807 344.98721 +1423.4619 331.79919 +1425.4431 331.33493 +1427.4244 341.34772 +1429.4056 329.06836 +1431.3868 339.97604 +1433.368 345.89902 +1435.3494 335.29224 +1437.3306 341.36105 +1439.3118 352.33292 +1441.293 359.59677 +1443.2743 346.15945 +1445.2555 330.90396 +1447.2367 333.62317 +1449.2179 336.28497 +1451.1992 324.94955 +1453.1804 335.63962 +1455.1616 344.76218 +1457.1428 342.51923 +1459.1241 334.27069 +1461.1053 352.56796 +1463.0865 352.87766 +1465.0677 337.89044 +1467.049 354.47546 +1469.0303 332.80386 +1471.0115 337.38693 +1472.9927 338.96994 +1474.9739 330.25317 +1476.9552 342.29575 +1478.9364 343.99039 +1480.9176 346.02011 +1482.8988 341.02148 +1484.8801 340.36957 +1486.8613 338.17206 +1488.8425 327.11349 +1490.8237 327.70728 +1492.8051 332.63519 +1494.7863 326.11237 +1496.7675 325.61514 +1498.7487 327.41602 +1500.73 333.84079 +1502.7112 337.74719 +1504.6924 325.00699 +1506.6736 311.52582 +1508.6549 324.72894 +1510.6361 319.87784 +1512.6173 330.83224 +1514.5985 332.44977 +1516.5797 325.74216 +1518.561 331.84579 +1520.5422 331.40228 +1522.5234 341.78925 +1524.5046 333.15741 +1526.486 325.63779 +1528.4672 335.41672 +1530.4484 334.31714 +1532.4296 332.841 +1534.4109 336.59073 +1536.3921 323.12286 +1538.3733 327.987 +1540.3545 340.74335 +1542.3358 326.1937 +1544.317 318.18387 +1546.2982 322.78314 +1548.2794 320.18668 +1550.2607 329.36923 +1552.2419 333.28604 +1554.2231 324.22751 +1556.2043 329.56552 +1558.1857 323.11462 +1560.1669 329.56143 +1562.1481 320.84421 +1564.1293 323.76575 +1566.1105 315.16861 +1568.0918 317.70203 +1570.073 324.17603 +1572.0542 332.75983 +1574.0354 327.75757 +1576.0167 326.80264 +1577.9979 327.61133 +1579.9791 310.77499 +1581.9603 335.02179 +1583.9417 318.57748 +1585.9229 326.21857 +1587.9041 329.09982 +1589.8853 330.01703 +1591.8666 317.23511 +1593.8478 325.81775 +1595.829 334.56317 +1597.8102 328.56357 +1599.7915 317.64572 +1601.7727 331.12415 +1603.7539 334.59201 +1605.7351 331.2338 +1607.7164 334.35928 +1609.6976 334.71732 +1611.6788 340.90433 +1613.66 341.57419 +1615.6412 319.15979 +1617.6226 336.61652 +1619.6038 331.04526 +1621.585 320.53134 +1623.5662 332.04526 +1625.5475 329.02124 +1627.5287 326.70685 +1629.5099 323.90701 +1631.4911 316.77341 +1633.4724 311.96954 +1635.4536 327.15433 +1637.4348 330.78989 +1639.416 324.74527 +1641.3973 331.28424 +1643.3785 331.5762 +1645.3597 326.13165 +1647.3409 330.51099 +1649.3223 325.82047 +1651.3035 332.8819 +1653.2847 325.81821 +1655.2659 318.71777 +1657.2472 305.95316 +1659.2284 321.78348 +1661.2096 324.9201 +1663.1908 323.64719 +1665.172 317.63467 +1667.1533 317.51462 +1669.1345 311.96201 +1671.1157 324.07275 +1673.0969 308.58572 +1675.0782 313.5824 +1677.0594 310.73468 +1679.0406 318.6962 +1681.0219 330.10254 +1683.0032 316.95676 +1684.9844 311.64249 +1686.9656 306.82776 +1688.9468 311.0459 +1690.9281 301.77713 +1692.9093 305.94821 +1694.8905 309.6123 +1696.8717 316.67499 +1698.853 320.83749 +1700.8342 312.42743 +1702.8154 310.1366 +1704.7966 319.13022 +1706.778 320.47308 +1708.7592 315.70081 +1710.7404 307.08072 +1712.7216 306.47308 +1714.7028 304.33301 +1716.6841 317.46484 +1718.6653 314.47998 +1720.6465 316.36038 +1722.6277 316.61731 +1724.609 316.91974 +1726.5902 309.09802 +1728.5714 314.42426 +1730.5526 307.43634 +1732.5339 302.63568 +1734.5151 305.5578 +1736.4963 303.42743 +1738.4775 302.62149 +1740.4589 303.91672 +1742.4401 310.76236 +1744.4213 319.07324 +1746.4025 310.33774 +1748.3838 310.80396 +1750.365 311.30963 +1752.3462 307.93512 +1754.3274 306.44357 +1756.3087 311.51666 +1758.2899 316.00833 +1760.2711 310.82272 +1762.2523 312.60275 +1764.2335 302.49899 +1766.2148 309.78336 +1768.196 310.19519 +1770.1772 309.94907 +1772.1584 304.84171 +1774.1398 308.04401 +1776.121 308.05862 +1778.1022 314.2038 +1780.0834 298.17337 +1782.0647 293.19656 +1784.0459 297.90729 +1786.0271 310.05524 +1788.0083 306.34982 +1789.9896 306.62094 +1791.9708 297.55679 +1793.952 301.67026 +1795.9332 308.53992 +1797.9146 303.39932 +1799.8958 300.58533 +1801.877 302.87128 +1803.8582 309.95288 +1805.8394 301.83109 +1807.8207 303.63855 +1809.8019 303.74673 +1811.7831 294.97882 +1813.7643 306.55695 +1815.7456 305.18457 +1817.7268 302.71262 +1819.708 300.38553 +1821.6892 301.99695 +1823.6705 301.24802 +1825.6517 301.38464 +1827.6329 315.23529 +1829.6141 296.8783 +1831.5955 296.79807 +1833.5767 303.34979 +1835.5579 312.42114 +1837.5391 292.84485 +1839.5204 289.40994 +1841.5016 293.96005 +1843.4828 294.64899 +1845.464 301.77457 +1847.4453 300.2984 +1849.4265 291.04733 +1851.4077 296.14783 +1853.3889 294.44083 +1855.3701 309.50046 +1857.3514 309.60559 +1859.3326 308.63434 +1861.3138 292.65231 +1863.295 292.85739 +1865.2764 295.48117 +1867.2576 296.44904 +1869.2388 297.83673 +1871.22 303.99557 +1873.2013 303.19736 +1875.1825 292.70047 +1877.1637 282.80777 +1879.1449 301.39874 +1881.1262 296.68457 +1883.1074 298.64447 +1885.0886 299.4028 +1887.0698 302.96716 +1889.0511 292.70444 +1891.0323 292.38223 +1893.0135 283.18695 +1894.9948 279.63837 +1896.9761 283.01627 +1898.9573 296.57077 +1900.9385 303.41489 +1902.9197 301.01282 +1904.9009 290.24561 +1906.8822 296.08289 +1908.8634 289.33093 +1910.8446 295.26019 +1912.8258 293.65891 +1914.8071 299.08755 +1916.7883 288.59592 +1918.7695 288.3389 +1920.7507 291.05716 +1922.7321 294.71878 +1924.7133 295.45779 +1926.6945 298.81125 +1928.6757 299.47162 +1930.657 288.23804 +1932.6382 290.30762 +1934.6194 286.62424 +1936.6006 301.5094 +1938.5819 299.68655 +1940.5631 285.03854 +1942.5443 301.21249 +1944.5255 304.29202 +1946.5068 291.03934 +1948.488 298.50742 +1950.4692 296.298 +1952.4504 297.90558 +1954.4316 307.34805 +1956.413 295.29517 +1958.3942 301.39615 +1960.3754 297.41479 +1962.3566 294.17807 +1964.3379 295.71487 +1966.3191 293.74664 +1968.3003 300.86826 +1970.2815 293.10211 +1972.2628 281.04407 +1974.244 302.73376 +1976.2252 309.05038 +1978.2064 296.16925 +1980.1877 296.43765 +1982.1689 297.40805 +1984.1501 295.43155 +1986.1313 296.2601 +1988.1127 297.45786 +1990.0939 290.13919 +1992.0751 289.14587 +1994.0563 305.02496 +1996.0376 292.082 +1998.0188 304.89136 +2000 294.38181 +2500 287.3584 +2501.5496 284.82486 +2503.0991 285.49658 +2504.6487 290.73691 +2506.1982 290.03976 +2507.748 288.82147 +2509.2976 271.56458 +2510.8472 289.98209 +2512.3967 274.97491 +2513.9463 286.53131 +2515.4958 280.30099 +2517.0454 273.47592 +2518.595 273.67642 +2520.1445 276.58142 +2521.6943 276.29611 +2523.2439 278.11023 +2524.7935 292.37363 +2526.343 281.24838 +2527.8926 291.91415 +2529.4421 267.16809 +2530.9917 281.09204 +2532.5413 274.2897 +2534.0908 278.8746 +2535.6404 279.38757 +2537.1902 279.34567 +2538.7397 283.46313 +2540.2893 287.15213 +2541.8389 282.66547 +2543.3884 268.40814 +2544.938 287.99728 +2546.4875 283.25583 +2548.0371 292.42252 +2549.5867 288.89648 +2551.1365 288.61823 +2552.686 287.55679 +2554.2356 281.64893 +2555.7852 283.68539 +2557.3347 284.51282 +2558.8843 282.01004 +2560.4338 286.28949 +2561.9834 280.53857 +2563.533 268.38113 +2565.0828 284.97424 +2566.6323 281.29309 +2568.1819 279.37006 +2569.7314 290.31689 +2571.281 285.21255 +2572.8306 282.12891 +2574.3801 283.25116 +2575.9297 273.52753 +2577.4792 271.4603 +2579.0288 283.27139 +2580.5786 277.65115 +2582.1282 272.96158 +2583.6777 273.32501 +2585.2273 285.43784 +2586.7769 280.49023 +2588.3264 288.69623 +2589.876 283.41226 +2591.4255 283.34799 +2592.9751 282.57617 +2594.5249 275.41422 +2596.0745 273.96515 +2597.624 278.12891 +2599.1736 280.98712 +2600.7231 284.49072 +2602.2727 277.03418 +2603.8223 280.35187 +2605.3718 267.4877 +2606.9214 293.37128 +2608.4712 270.13397 +2610.0208 270.84906 +2611.5703 286.34467 +2613.1199 283.31851 +2614.6694 276.43427 +2616.219 283.81384 +2617.7686 289.83755 +2619.3181 283.95483 +2620.8677 282.46036 +2622.4172 284.26572 +2623.967 281.08881 +2625.5166 273.69891 +2627.0662 286.08124 +2628.6157 278.4415 +2630.1653 284.59488 +2631.7148 278.63605 +2633.2644 288.31091 +2634.814 288.9213 +2636.3635 278.92709 +2637.9133 273.13226 +2639.4629 273.52023 +2641.0125 275.38809 +2642.562 274.72778 +2644.1116 266.12222 +2645.6611 276.05164 +2647.2107 279.18997 +2648.7603 297.29367 +2650.3098 279.5195 +2651.8596 276.2085 +2653.4092 279.07425 +2654.9587 278.10703 +2656.5083 279.54315 +2658.0579 285.86017 +2659.6074 281.72012 +2661.157 270.94864 +2662.7065 276.89832 +2664.2561 289.57773 +2665.8057 280.44775 +2667.3555 285.74109 +2668.905 282.35144 +2670.4546 293.86987 +2672.0042 276.84607 +2673.5537 286.91052 +2675.1033 288.64471 +2676.6528 289.90875 +2678.2024 283.89822 +2679.752 281.19751 +2681.3018 282.56622 +2682.8513 283.99677 +2684.4009 288.06342 +2685.9504 290.70197 +2687.5 283.63651 +2689.0496 280.12579 +2690.5991 285.77509 +2692.1487 291.09653 +2693.6982 275.6889 +2695.248 277.82816 +2696.7976 281.05588 +2698.3472 282.6846 +2699.8967 275.35825 +2701.4463 270.8544 +2702.9958 280.07172 +2704.5454 286.04678 +2706.095 285.57764 +2707.6445 285.392 +2709.1943 279.99438 +2710.7439 276.20578 +2712.2935 286.42102 +2713.843 289.00043 +2715.3926 277.7236 +2716.9421 273.1647 +2718.4917 279.51059 +2720.0413 293.54211 +2721.5908 266.33392 +2723.1404 276.86923 +2724.6902 290.57312 +2726.2397 294.74298 +2727.7893 282.98975 +2729.3389 281.76187 +2730.8884 285.79779 +2732.438 285.65021 +2733.9875 294.76599 +2735.5371 289.27432 +2737.0867 286.69836 +2738.6365 279.7576 +2740.186 277.35001 +2741.7356 283.10861 +2743.2852 286.41006 +2744.8347 280.06476 +2746.3843 276.68536 +2747.9338 291.20496 +2749.4834 294.48853 +2751.033 288.92944 +2752.5828 280.88983 +2754.1323 278.28647 +2755.6819 280.69638 +2757.2314 283.12155 +2758.781 285.09537 +2760.3306 283.25641 +2761.8801 277.66095 +2763.4297 283.45023 +2764.9792 284.60733 +2766.5288 280.40134 +2768.0786 289.00253 +2769.6282 278.92258 +2771.1777 281.6076 +2772.7273 273.19168 +2774.2769 272.64001 +2775.8264 273.82687 +2777.376 279.49506 +2778.9255 288.04764 +2780.4751 288.90463 +2782.0249 287.48151 +2783.5745 284.07715 +2785.124 282.91031 +2786.6736 291.14868 +2788.2231 284.75696 +2789.7727 282.42432 +2791.3223 291.7406 +2792.8718 288.44748 +2794.4214 278.90369 +2795.9712 275.24411 +2797.5208 262.32181 +2799.0703 291.24518 +2800.6199 290.99734 +2802.1694 296.80765 +2803.719 292.76373 +2805.2686 270.76755 +2806.8181 279.00555 +2808.3677 290.52417 +2809.9172 292.50916 +2811.467 291.83466 +2813.0166 284.62491 +2814.5662 284.35095 +2816.1157 290.79813 +2817.6653 292.25012 +2819.2148 277.9856 +2820.7644 268.71661 +2822.314 280.88245 +2823.8635 277.27396 +2825.4133 290.90503 +2826.9629 292.07657 +2828.5125 294.69498 +2830.062 283.87085 +2831.6116 287.53775 +2833.1611 290.33896 +2834.7107 300.16721 +2836.2603 294.96817 +2837.8098 288.67969 +2839.3596 286.05939 +2840.9092 288.4711 +2842.4587 299.34723 +2844.0083 298.47458 +2845.5579 283.11371 +2847.1074 282.95911 +2848.657 297.00769 +2850.2065 296.46405 +2851.7561 299.11972 +2853.3057 299.79086 +2854.8555 294.26379 +2856.405 294.13422 +2857.9546 292.18457 +2859.5042 293.73096 +2861.0537 303.80313 +2862.6033 309.17633 +2864.1528 309.67484 +2865.7024 300.22949 +2867.252 297.25418 +2868.8018 298.13623 +2870.3513 296.72684 +2871.9009 293.12573 +2873.4504 296.82281 +2875 302.45645 +2876.5496 294.93127 +2878.0991 292.30042 +2879.6487 297.67062 +2881.1982 283.28558 +2882.748 299.0546 +2884.2976 300.22583 +2885.8472 294.45453 +2887.3967 302.32193 +2888.9463 293.2356 +2890.4958 300.56909 +2892.0454 306.52847 +2893.595 287.42218 +2895.1445 299.57388 +2896.6943 285.43777 +2898.2439 297.91223 +2899.7935 298.5842 +2901.343 301.43335 +2902.8926 303.14233 +2904.4421 303.78964 +2905.9917 302.83136 +2907.5413 305.79327 +2909.0908 305.02719 +2910.6404 296.08386 +2912.1902 291.89438 +2913.7397 285.24194 +2915.2893 289.91278 +2916.8389 296.12039 +2918.3884 295.01086 +2919.938 273.43365 +2921.4875 287.28525 +2923.0371 280.7117 +2924.5867 308.44675 +2926.1365 295.48792 +2927.686 294.66916 +2929.2356 300.3183 +2930.7852 294.82242 +2932.3347 298.94604 +2933.8843 303.61969 +2935.4338 292.50552 +2936.9834 290.91418 +2938.533 300.92014 +2940.0828 302.26218 +2941.6323 299.82111 +2943.1819 294.41962 +2944.7314 292.14343 +2946.281 298.78156 +2947.8306 299.64267 +2949.3801 289.53598 +2950.9297 290.17752 +2952.4792 300.45239 +2954.0288 296.06448 +2955.5786 300.09607 +2957.1282 297.44284 +2958.6777 285.79773 +2960.2273 294.94031 +2961.7769 269.08783 +2963.3264 278.78201 +2964.876 289.21313 +2966.4255 292.72177 +2967.9751 285.49429 +2969.5249 297.9733 +2971.0745 305.62936 +2972.624 279.91235 +2974.1736 288.12637 +2975.7231 304.35767 +2977.2727 291.77243 +2978.8223 286.12891 +2980.3718 297.94482 +2981.9214 293.05627 +2983.4712 290.17001 +2985.0208 286.32159 +2986.5703 284.23105 +2988.1199 289.67911 +2989.6694 291.94702 +2991.219 295.0495 +2992.7686 296.75171 +2994.3181 291.50558 +2995.8677 292.42902 +2997.4172 295.22556 +2998.967 297.42899 +3000.5166 291.40109 +3002.0662 293.47937 +3003.6157 291.32016 +3005.1653 291.95465 +3006.7148 290.64737 +3008.2644 289.28397 +3009.814 299.79764 +3011.3635 287.44931 +3012.9133 297.47675 +3014.4629 277.71112 +3016.0125 299.24387 +3017.562 281.03488 +3019.1116 289.71542 +3020.6611 288.57251 +3022.2107 296.77847 +3023.7603 289.4939 +3025.3098 284.83371 +3026.8596 283.39243 +3028.4092 292.24567 +3029.9587 296.51996 +3031.5083 288.94885 +3033.0579 289.98187 +3034.6074 278.83533 +3036.157 282.75574 +3037.7065 290.8963 +3039.2561 291.12143 +3040.8057 299.45248 +3042.3555 295.56631 +3043.905 287.89008 +3045.4546 290.3219 +3047.0042 283.57455 +3048.5537 281.10226 +3050.1033 283.36392 +3051.6528 291.24728 +3053.2024 288.31818 +3054.752 276.14691 +3056.3018 287.6196 +3057.8513 293.92932 +3059.4009 288.11615 +3060.9504 301.75198 +3062.5 299.69873 +3064.0496 299.20575 +3065.5991 290.84995 +3067.1487 288.46823 +3068.6982 304.8992 +3070.248 297.24854 +3071.7976 294.80688 +3073.3472 281.67261 +3074.8967 281.12891 +3076.4463 282.95764 +3077.9958 300.52481 +3079.5454 307.73373 +3081.095 301.72272 +3082.6445 303.80014 +3084.1943 293.76086 +3085.7439 285.65952 +3087.2935 293.24597 +3088.843 288.74542 +3090.3926 294.11584 +3091.9421 294.38571 +3093.4917 294.14679 +3095.0413 292.91052 +3096.5908 288.27713 +3098.1404 287.35638 +3099.6902 280.41315 +3101.2397 286.52576 +3102.7893 294.72314 +3104.3389 291.09787 +3105.8884 287.94174 +3107.438 289.6149 +3108.9875 288.94241 +3110.5371 284.30002 +3112.0867 282.12891 +3113.6365 285.48703 +3115.186 288.12222 +3116.7356 287.81366 +3118.2852 290.34766 +3119.8347 286.04593 +3121.3843 289.17444 +3122.9338 299.66165 +3124.4834 295.97531 +3126.033 289.77341 +3127.5828 287.12158 +3129.1323 282.19702 +3130.6819 288.31845 +3132.2314 277.2037 +3133.781 298.30908 +3135.3306 303.32294 +3136.8801 285.93903 +3138.4297 299.97946 +3139.9792 296.5853 +3141.5288 281.72888 +3143.0786 293.58383 +3144.6282 292.05731 +3146.1777 281.98425 +3147.7273 292.76294 +3149.2769 294.97845 +3150.8264 299.24615 +3152.376 291.72113 +3153.9255 304.13367 +3155.4751 305.4873 +3157.0249 292.30814 +3158.5745 305.61423 +3160.124 308.98325 +3161.6736 295.40173 +3163.2231 297.27609 +3164.7727 273.40604 +3166.3223 300.2973 +3167.8718 286.28571 +3169.4214 296.53171 +3170.9712 293.82645 +3172.5208 295.69675 +3174.0703 297.81558 +3175.6199 298.65784 +3177.1694 304.40546 +3178.719 295.50653 +3180.2686 298.43048 +3181.8181 301.92255 +3183.3677 303.87421 +3184.9172 302.62836 +3186.467 305.64868 +3188.0166 300.29214 +3189.5662 299.98395 +3191.1157 300.99631 +3192.6653 296.07755 +3194.2148 286.73996 +3195.7644 297.39819 +3197.314 300.95184 +3198.8635 300.08862 +3200.4133 305.56311 +3201.9629 303.52292 +3203.5125 302.4162 +3205.062 302.67218 +3206.6116 302.90775 +3208.1611 300.33194 +3209.7107 304.70645 +3211.2603 308.84482 +3212.8098 306.07632 +3214.3596 298.91064 +3215.9092 292.28827 +3217.4587 309.3862 +3219.0083 307.22076 +3220.5579 300.08505 +3222.1074 295.70285 +3223.657 290.5527 +3225.2065 298.7399 +3226.7561 306.06079 +3228.3057 302.17609 +3229.8555 295.55304 +3231.405 298.33716 +3232.9546 300.64166 +3234.5042 296.94055 +3236.0537 291.867 +3237.6033 295.00327 +3239.1528 298.99588 +3240.7024 308.25897 +3242.252 308.57498 +3243.8018 297.3782 +3245.3513 299.30295 +3246.9009 305.11505 +3248.4504 309.96494 +3250 296.23074 +3251.5496 290.76151 +3253.0991 301.79248 +3254.6487 303.46387 +3256.1982 300.55014 +3257.748 293.05145 +3259.2976 298.09314 +3260.8472 305.9382 +3262.3967 302.78436 +3263.9463 298.85974 +3265.4958 306.32553 +3267.0454 310.31906 +3268.595 311.97079 +3270.1445 312.37451 +3271.6943 306.94974 +3273.2439 298.49048 +3274.7935 294.71527 +3276.343 305.25699 +3277.8926 308.89584 +3279.4421 301.81866 +3280.9917 300.73383 +3282.5413 295.34161 +3284.0908 290.95001 +3285.6404 298.73154 +3287.1902 295.57803 +3288.7397 285.4527 +3290.2893 296.38571 +3291.8389 310.12256 +3293.3884 312.06845 +3294.938 308.57321 +3296.4875 301.71558 +3298.0371 297.49475 +3299.5867 301.07053 +3301.1365 308.44873 +3302.686 311.68591 +3304.2356 299.77771 +3305.7852 300.61664 +3307.3347 310.84628 +3308.8843 316.9021 +3310.4338 312.56046 +3311.9834 311.61551 +3313.533 314.17212 +3315.0828 324.16504 +3316.6323 323.88123 +3318.1819 318.5256 +3319.7314 327.3905 +3321.281 323.46295 +3322.8306 317.94717 +3324.3801 310.7966 +3325.9297 321.22995 +3327.4792 322.00388 +3329.0288 319.36267 +3330.5786 315.33112 +3332.1282 323.31094 +3333.6777 311.76688 +3335.2273 311.74591 +3336.7769 314.08615 +3338.3264 305.47394 +3339.876 307.1568 +3341.4255 303.31238 +3342.9751 296.71277 +3344.5249 308.91949 +3346.0745 301.16687 +3347.624 311.66882 +3349.1736 311.37961 +3350.7231 316.28537 +3352.2727 313.435 +3353.8223 308.93027 +3355.3718 309.76251 +3356.9214 314.99213 +3358.4712 321.98401 +3360.0208 309.52359 +3361.5703 308.85394 +3363.1199 319.61746 +3364.6694 325.56183 +3366.219 309.84119 +3367.7686 308.11734 +3369.3181 316.4476 +3370.8677 317.94458 +3372.4172 325.715 +3373.967 327.70322 +3375.5166 339.82571 +3377.0662 318.99954 +3378.6157 315.1423 +3380.1653 321.28995 +3381.7148 330.73083 +3383.2644 329.21664 +3384.814 320.24731 +3386.3635 321.43298 +3387.9133 314.13193 +3389.4629 329.63071 +3391.0125 329.14261 +3392.562 317.66577 +3394.1116 322.26099 +3395.6611 327.89047 +3397.2107 322.67487 +3398.7603 317.70993 +3400.3098 325.95453 +3401.8596 331.16177 +3403.4092 327.62772 +3404.9587 330.53702 +3406.5083 330.37106 +3408.0579 334.48428 +3409.6074 329.11279 +3411.157 333.01926 +3412.7065 321.64786 +3414.2561 329.98306 +3415.8057 344.12872 +3417.3555 341.9165 +3418.905 340.85712 +3420.4546 337.79749 +3422.0042 334.74011 +3423.5537 330.71735 +3425.1033 326.62329 +3426.6528 329.83273 +3428.2024 320.55768 +3429.752 324.5452 +3431.3018 338.40421 +3432.8513 341.71777 +3434.4009 347.76996 +3435.9504 335.47296 +3437.5 335.79239 +3439.0496 346.41293 +3440.5991 337.81955 +3442.1487 340.34738 +3443.6982 331.81049 +3445.248 347.21069 +3446.7976 343.09784 +3448.3472 348.0134 +3449.8967 333.22 +3451.4463 348.28003 +3452.9958 338.70212 +3454.5454 337.92258 +3456.095 349.33566 +3457.6445 340.54486 +3459.1943 351.9248 +3460.7439 351.66965 +3462.2935 334.76868 +3463.843 355.25543 +3465.3926 348.43799 +3466.9421 346.75241 +3468.4917 351.99979 +3470.0413 351.72662 +3471.5908 352.17114 +3473.1404 342.01242 +3474.6902 350.43704 +3476.2397 348.79031 +3477.7893 360.03116 +3479.3389 351.76328 +3480.8884 368.17197 +3482.438 371.43716 +3483.9875 361.13693 +3485.5371 368.22409 +3487.0867 364.41367 +3488.6365 356.82028 +3490.186 356.62393 +3491.7356 368.26071 +3493.2852 363.30869 +3494.8347 367.0401 +3496.3843 372.76294 +3497.9338 365.1792 +3499.4834 373.2785 +3501.033 373.78033 +3502.5828 369.81497 +3504.1323 369.61288 +3505.6819 367.98126 +3507.2314 370.88062 +3508.781 356.78598 +3510.3306 375.22006 +3511.8801 369.95016 +3513.4297 375.24213 +3514.9792 369.3306 +3516.5288 378.64694 +3518.0786 387.7229 +3519.6282 363.04144 +3521.1777 389.21619 +3522.7273 375.08322 +3524.2769 380.052 +3525.8264 384.73254 +3527.376 367.38556 +3528.9255 385.40454 +3530.4751 384.80112 +3532.0249 381.93872 +3533.5745 376.38443 +3535.124 378.17401 +3536.6736 395.36475 +3538.2231 395.07196 +3539.7727 379.59396 +3541.3223 381.54532 +3542.8718 373.27682 +3544.4214 381.49881 +3545.9712 389.60745 +3547.5208 386.96741 +3549.0703 391.73291 +3550.6199 399.28433 +3552.1694 389.54913 +3553.719 403.49475 +3555.2686 389.48251 +3556.8181 405.49432 +3558.3677 401.37695 +3559.9172 398.3819 +3561.467 410.14105 +3563.0166 404.24918 +3564.5662 408.2749 +3566.1157 404.80936 +3567.6653 401.87793 +3569.2148 394.77603 +3570.7644 395.0386 +3572.314 384.62024 +3573.8635 388.68842 +3575.4133 402.96017 +3576.9629 399.82266 +3578.5125 383.64841 +3580.062 381.1019 +3581.6116 395.12411 +3583.1611 405.65341 +3584.7107 410.20554 +3586.2603 405.67612 +3587.8098 401.7359 +3589.3596 404.76849 +3590.9092 393.03989 +3592.4587 381.84006 +3594.0083 382.83957 +3595.5579 387.4552 +3597.1074 391.59067 +3598.657 396.80795 +3600.2065 373.31873 +3601.7561 380.89108 +3603.3057 386.23944 +3604.8555 374.61572 +3606.405 385.58026 +3607.9546 361.22763 +3609.5042 375.02167 +3611.0537 361.19128 +3612.6033 355.16708 +3614.1528 352.4003 +3615.7024 356.02646 +3617.252 361.38541 +3618.8018 358.70059 +3620.3513 356.84998 +3621.9009 361.1734 +3623.4504 352.46338 +3625 341.74756 +3626.5496 346.5249 +3628.0991 352.0661 +3629.6487 340.91754 +3631.1982 332.97662 +3632.748 314.02869 +3634.2976 326.40323 +3635.8472 320.28384 +3637.3967 323.60834 +3638.9463 333.1785 +3640.4958 325.15753 +3642.0454 323.25061 +3643.595 307.94479 +3645.1445 298.00174 +3646.6943 295.29605 +3648.2439 298.97821 +3649.7935 299.29306 +3651.343 298.36871 +3652.8926 297.80902 +3654.4421 295.21201 +3655.9917 295.15796 +3657.5413 289.81894 +3659.0908 279.4823 +3660.6404 283.45328 +3662.1902 286.04047 +3663.7397 275.25134 +3665.2893 272.5896 +3666.8389 278.58826 +3668.3884 255.64827 +3669.938 277.29971 +3671.4875 266.18683 +3673.0371 260.89624 +3674.5867 253.07985 +3676.1365 249.10545 +3677.686 255.10191 +3679.2356 250.36858 +3680.7852 250.75618 +3682.3347 257.62381 +3683.8843 256.5842 +3685.4338 253.44818 +3686.9834 251.81865 +3688.533 252.13213 +3690.0828 255.79137 +3691.6323 253.81871 +3693.1819 251.40048 +3694.7314 246.87811 +3696.281 239.33086 +3697.8306 250.01593 +3699.3801 245.60133 +3700.9297 240.38512 +3702.4792 242.33339 +3704.0288 237.38182 +3705.5786 243.21854 +3707.1282 234.09654 +3708.6777 234.29552 +3710.2273 230.97653 +3711.7769 234.79683 +3713.3264 243.97163 +3714.876 235.86586 +3716.4255 236.59184 +3717.9751 242.45705 +3719.5249 239.14157 +3721.0745 236.82465 +3722.624 241.29863 +3724.1736 229.24944 +3725.7231 238.28078 +3727.2727 239.41919 +3728.8223 225.29156 +3730.3718 232.705 +3731.9214 235.46902 +3733.4712 227.51399 +3735.0208 230.43552 +3736.5703 238.66924 +3738.1199 238.15559 +3739.6694 234.56238 +3741.219 221.99593 +3742.7686 222.83321 +3744.3181 219.8829 +3745.8677 228.5817 +3747.4172 230.19949 +3748.967 238.3347 +3750.5166 215.2276 +3752.0662 223.20325 +3753.6157 225.17714 +3755.1653 229.65466 +3756.7148 225.08864 +3758.2644 231.67659 +3759.814 221.35419 +3761.3635 221.70924 +3762.9133 228.70499 +3764.4629 225.56122 +3766.0125 217.43227 +3767.562 222.03694 +3769.1116 228.83771 +3770.6611 237.11348 +3772.2107 231.87006 +3773.7603 234.63277 +3775.3098 231.07797 +3776.8596 229.09445 +3778.4092 227.866 +3779.9587 223.49823 +3781.5083 226.47742 +3783.0579 229.1579 +3784.6074 222.52551 +3786.157 217.0656 +3787.7065 224.52643 +3789.2561 229.1049 +3790.8057 230.15694 +3792.3555 217.43291 +3793.905 224.30623 +3795.4546 226.63623 +3797.0042 222.4283 +3798.5537 225.54359 +3800.1033 237.51637 +3801.6528 225.35068 +3803.2024 214.92679 +3804.752 229.31065 +3806.3018 221.4769 +3807.8513 221.8111 +3809.4009 221.21892 +3810.9504 222.59087 +3812.5 223.55276 +3814.0496 226.81026 +3815.5991 223.26175 +3817.1487 220.39754 +3818.6982 211.69266 +3820.248 204.28972 +3821.7976 208.25998 +3823.3472 221.83202 +3824.8967 223.60576 +3826.4463 216.50677 +3827.9958 215.91554 +3829.5454 223.09177 +3831.095 215.28088 +3832.6445 217.9189 +3834.1943 220.08948 +3835.7439 220.66322 +3837.2935 215.59265 +3838.843 216.77475 +3840.3926 212.71593 +3841.9421 212.89851 +3843.4917 219.14796 +3845.0413 231.22375 +3846.5908 221.45151 +3848.1404 209.47757 +3849.6902 212.15294 +3851.2397 217.00076 +3852.7893 212.09689 +3854.3389 216.67026 +3855.8884 223.9509 +3857.438 218.88689 +3858.9875 211.12602 +3860.5371 211.99725 +3862.0867 213.69325 +3863.6365 208.33318 +3865.186 219.3317 +3866.7356 210.30632 +3868.2852 208.64514 +3869.8347 213.94252 +3871.3843 209.43269 +3872.9338 203.29955 +3874.4834 198.12891 +3876.033 215.15356 +3877.5828 225.5648 +3879.1323 213.9825 +3880.6819 214.63646 +3882.2314 212.9758 +3883.781 219.13936 +3885.3306 210.92821 +3886.8801 198.0038 +3888.4297 207.96623 +3889.9792 206.8887 +3891.5288 210.05536 +3893.0786 210.69904 +3894.6282 207.63873 +3896.1777 206.61288 +3897.7273 209.64673 +3899.2769 207.36342 +3900.8264 209.19296 +3902.376 223.55162 +3903.9255 209.25113 +3905.4751 220.99962 +3907.0249 217.25581 +3908.5745 215.35698 +3910.124 212.44292 +3911.6736 208.20204 +3913.2231 214.16437 +3914.7727 209.08751 +3916.3223 206.96645 +3917.8718 213.5872 +3919.4214 210.21057 +3920.9712 220.81259 +3922.5208 216.94704 +3924.0703 212.54521 +3925.6199 207.38464 +3927.1694 205.43239 +3928.719 208.17117 +3930.2686 198.80557 +3931.8181 210.86653 +3933.3677 219.91162 +3934.9172 213.1895 +3936.467 204.48904 +3938.0166 211.53101 +3939.5662 200.20396 +3941.1157 212.13972 +3942.6653 206.8757 +3944.2148 204.43349 +3945.7644 204.57336 +3947.314 210.04803 +3948.8635 219.21437 +3950.4133 214.24489 +3951.9629 208.36476 +3953.5125 218.92738 +3955.062 200.93356 +3956.6116 192.24937 +3958.1611 207.45471 +3959.7107 199.57501 +3961.2603 203.50861 +3962.8098 204.66302 +3964.3596 210.31757 +3965.9092 214.5916 +3967.4587 213.82309 +3969.0083 206.49794 +3970.5579 213.3671 +3972.1074 209.17552 +3973.657 211.69066 +3975.2065 212.84801 +3976.7561 202.32599 +3978.3057 210.34172 +3979.8555 215.24965 +3981.405 209.03841 +3982.9546 206.81651 +3984.5042 209.66621 +3986.0537 216.14961 +3987.6033 213.44122 +3989.1528 224.29671 +3990.7024 209.42233 +3992.252 215.69611 +3993.8018 211.84229 +3995.3513 213.79535 +3996.9009 218.50536 +3998.4504 217.47754 +4000 213.55585 diff --git a/examples/rameau_example/raw/Som-14-18.txt b/examples/rameau_example/raw/Som-14-18.txt new file mode 100644 index 0000000..9fe7dac --- /dev/null +++ b/examples/rameau_example/raw/Som-14-18.txt @@ -0,0 +1,1929 @@ +100 1068.9305 +101.98123 1221.441 +103.96246 1378.7343 +105.9437 1524.1226 +107.92492 1617.8236 +109.90615 1691.5642 +111.88738 1806.5005 +113.86861 1863.7935 +115.84985 1954.9432 +117.83108 1989.4968 +119.8123 2020.6906 +121.79353 2060.7778 +123.77477 2087.7083 +125.756 2097.2092 +127.73723 2074.5857 +129.71846 2035.8602 +131.69969 2041.5963 +133.68092 2040.1073 +135.66216 2042.9957 +137.64337 2050.991 +139.6246 2042.1984 +141.60583 2003.7899 +143.58707 2018.2389 +145.5683 2027.7188 +147.54953 2000.6691 +149.53076 1977.1873 +151.51199 1971.0511 +153.49323 1936.3104 +155.47446 1913.1245 +157.45569 1950.1067 +159.43692 1863.4799 +161.41814 1891.0509 +163.39937 1873.1968 +165.3806 1871.1123 +167.36183 1881.2954 +169.34306 1880.2555 +171.3243 1876.714 +173.30553 1877.1639 +175.28676 1861.7584 +177.26799 1853.7273 +179.24922 1821.8014 +181.23045 1818.5701 +183.21169 1821.2039 +185.19292 1840.9983 +187.17413 1806.129 +189.15536 1789.8325 +191.1366 1791.8639 +193.11783 1786.2555 +195.09906 1769.3623 +197.08029 1740.9612 +199.06152 1744.0905 +201.04276 1740.8778 +203.02399 1731.9561 +205.00522 1732.3671 +206.98645 1694.4735 +208.96768 1695.3842 +210.9489 1700.343 +212.93013 1698.9856 +214.91136 1689.0516 +216.89259 1678.3945 +218.87383 1666.4155 +220.85506 1634.4795 +222.83629 1653.9554 +224.81752 1681.7604 +226.79875 1611.2465 +228.77998 1656.5402 +230.76122 1664.2922 +232.74245 1659.8734 +234.72366 1664.2103 +236.7049 1651.286 +238.68613 1629.9624 +240.66736 1640.0878 +242.64859 1652.6981 +244.62982 1600.0669 +246.61105 1605.1367 +248.59229 1598.6541 +250.57352 1591.0212 +252.55475 1597.6812 +254.53598 1594.7296 +256.51721 1593.7988 +258.49844 1557.5443 +260.47968 1547.7811 +262.46091 1554.853 +264.44214 1552.6919 +266.42337 1565.8309 +268.4046 1576.8518 +270.38583 1572.641 +272.36703 1558.6526 +274.34827 1540.5718 +276.3295 1545.9485 +278.31073 1535.5758 +280.29196 1535.6746 +282.27319 1534.959 +284.25443 1521.4559 +286.23566 1516.6725 +288.21689 1512.3191 +290.19812 1491.692 +292.17935 1488.5221 +294.16058 1513.819 +296.14182 1480.6779 +298.12305 1469.9855 +300.10428 1478.9188 +302.08551 1461.658 +304.06674 1461.922 +306.04797 1476.9772 +308.02921 1478.4797 +310.01044 1463.6595 +311.99167 1452.3779 +313.9729 1448.3966 +315.95413 1428.1388 +317.93536 1405.8718 +319.91656 1439.1146 +321.8978 1424.8049 +323.87903 1410.1986 +325.86026 1417.426 +327.84149 1411.851 +329.82272 1422.0625 +331.80396 1414.0247 +333.78519 1385.7384 +335.76642 1390.5234 +337.74765 1393.051 +339.72888 1363.8768 +341.71011 1347.4457 +343.69135 1373.0559 +345.67258 1393.5128 +347.65381 1374.0614 +349.63504 1368.7018 +351.61627 1372.2413 +353.5975 1378.8773 +355.57874 1384.3844 +357.55997 1379.5958 +359.5412 1361.2872 +361.52243 1363.2664 +363.50366 1361.9456 +365.48489 1369.3907 +367.46613 1374.2631 +369.44733 1366.7028 +371.42856 1376.0751 +373.40979 1377.3257 +375.39102 1363.9525 +377.37225 1381.4761 +379.35349 1388.7834 +381.33472 1352.6885 +383.31595 1338.6753 +385.29718 1332.8767 +387.27841 1354.5417 +389.25964 1372.5452 +391.24088 1372.5464 +393.22211 1364.9032 +395.20334 1371.5693 +397.18457 1390.5001 +399.1658 1399.6484 +401.14703 1394.8855 +403.12827 1381.8696 +405.1095 1383.1791 +407.09073 1398.6635 +409.07196 1416.39 +411.05319 1388.4982 +413.03442 1416.8341 +415.01566 1403.5557 +416.99686 1394.0288 +418.97809 1386.0762 +420.95932 1378.4514 +422.94055 1375.1315 +424.92178 1384.953 +426.90302 1397.7987 +428.88425 1394.0621 +430.86548 1391.8688 +432.84671 1403.9967 +434.82794 1376.6975 +436.80917 1393.5073 +438.79041 1387.8929 +440.77164 1402.5431 +442.75287 1399.4751 +444.7341 1418.2601 +446.71533 1398.7825 +448.69656 1415.3175 +450.6778 1416.0297 +452.65903 1410.196 +454.64026 1415.9871 +456.62149 1425.645 +458.60272 1433.2365 +460.58395 1426.9061 +462.56519 1407.9619 +464.54642 1399.2677 +466.52762 1389.1954 +468.50885 1408.7286 +470.49008 1406.9817 +472.47131 1428.0985 +474.45255 1435.3927 +476.43378 1419.0266 +478.41501 1415.5587 +480.39624 1433.5718 +482.37747 1440.5692 +484.3587 1458.5105 +486.33994 1453.7715 +488.32117 1415.7146 +490.3024 1412.4893 +492.28363 1447.5591 +494.26486 1449.4586 +496.24609 1438.7233 +498.22733 1424.1951 +500.20856 1433.4075 +502.18979 1429.1162 +504.17102 1409.4993 +506.15225 1419.3477 +508.13348 1426.8862 +510.11472 1455.1573 +512.09595 1443.9012 +514.07715 1399.8772 +516.05841 1401.8043 +518.03961 1414.5449 +520.02087 1402.8135 +522.00208 1397.3103 +523.98334 1393.7935 +525.96454 1371.8232 +527.9458 1375.7899 +529.927 1403.6746 +531.90826 1382.6067 +533.88947 1393.6334 +535.87073 1384.9857 +537.85193 1375.4229 +539.83313 1393.3406 +541.81439 1374.3555 +543.79559 1383.9471 +545.77686 1358.4263 +547.75806 1351.782 +549.73932 1350.8519 +551.72052 1363.0461 +553.70178 1353.2485 +555.68298 1357.5474 +557.66425 1358.249 +559.64545 1346.554 +561.62671 1353.0764 +563.60791 1353.629 +565.58917 1344.4908 +567.57037 1339.191 +569.55164 1295.0444 +571.53284 1325.2295 +573.5141 1328.1169 +575.4953 1279.6617 +577.47656 1315.9127 +579.45776 1296.566 +581.43903 1265.3282 +583.42023 1281.7343 +585.40149 1263.563 +587.38269 1251.0457 +589.36389 1264.0233 +591.34515 1257.0251 +593.32635 1231.9573 +595.30762 1210.3768 +597.28882 1186.1195 +599.27008 1170.952 +601.25128 1174.0751 +603.23254 1171.1743 +605.21375 1158.895 +607.19501 1145.2014 +609.17621 1139.5775 +611.15747 1108.5085 +613.13867 1100.5465 +615.11993 1098.7145 +617.10114 1051.9668 +619.0824 1024.182 +621.0636 1037.2815 +623.04486 1050.8541 +625.02606 1035.7057 +627.00732 1041.3933 +628.98853 1035.0021 +630.96979 1024.0261 +632.95099 1011.9547 +634.93225 1016.1118 +636.91345 1020.3041 +638.89465 998.69641 +640.87592 998.34497 +642.85712 1009.1799 +644.83838 1003.0846 +646.81958 1006.2197 +648.80084 975.77948 +650.78204 992.08307 +652.76331 989.20496 +654.74451 999.97748 +656.72577 996.84222 +658.70697 1005.5773 +660.68823 963.63934 +662.66943 1000.6603 +664.6507 1004.3087 +666.6319 975.22797 +668.61316 1001.6976 +670.59436 1016.1236 +672.57562 992.47211 +674.55682 988.93427 +676.53809 978.29639 +678.51929 989.47803 +680.50055 992.71875 +682.48175 991.14276 +684.46301 998.67847 +686.44421 1002.3997 +688.42542 982.3869 +690.40668 962.68085 +692.38788 964.96393 +694.36914 963.47186 +696.35034 974.25421 +698.3316 986.05383 +700.31281 968.88824 +702.29407 971.32684 +704.27527 965.23029 +706.25653 972.36542 +708.23773 954.2027 +710.21899 935.9118 +712.2002 939.41473 +714.18146 919.80878 +716.16266 927.17993 +718.14392 914.65314 +720.12512 906.07739 +722.10638 924.53009 +724.08759 904.27362 +726.06885 913.44305 +728.05005 884.06415 +730.03131 891.45477 +732.01251 906.92004 +733.99371 904.85175 +735.97498 899.02563 +737.95618 887.39478 +739.93744 883.68329 +741.91864 873.86829 +743.8999 854.2395 +745.8811 858.83374 +747.86237 857.18134 +749.84357 834.4563 +751.82483 842.26361 +753.80603 848.49908 +755.78729 824.78412 +757.76849 840.13684 +759.74976 828.90393 +761.73096 818.49109 +763.71222 822.82892 +765.69342 816.29773 +767.67468 782.98688 +769.65588 790.25055 +771.63715 806.38782 +773.61835 769.56146 +775.59961 775.54797 +777.58081 771.52716 +779.56207 773.3454 +781.54327 756.30011 +783.52448 755.54877 +785.50574 762.89362 +787.48694 761.01953 +789.4682 736.10272 +791.4494 734.5592 +793.43066 732.50366 +795.41187 727.68524 +797.39313 728.58594 +799.37433 736.9566 +801.35559 715.63269 +803.33679 699.22302 +805.31805 715.3504 +807.29926 716.8446 +809.28052 722.88525 +811.26172 738.82007 +813.24298 735.23468 +815.22418 740.6485 +817.20544 730.43219 +819.18665 733.63843 +821.16791 747.883 +823.14911 736.74237 +825.13037 736.84845 +827.11157 764.45721 +829.09283 765.84674 +831.07404 782.21686 +833.05524 777.63354 +835.0365 801.70319 +837.0177 786.1701 +838.99896 792.33765 +840.98016 774.98193 +842.96143 836.10248 +844.94263 855.94189 +846.92389 839.11548 +848.90509 838.72375 +850.88635 849.39691 +852.86755 854.25836 +854.84882 878.48413 +856.83002 878.76184 +858.81128 904.60577 +860.79248 929.48767 +862.77374 949.07556 +864.75494 942.14233 +866.73621 938.52368 +868.71741 946.37372 +870.69867 964.77472 +872.67987 997.12024 +874.66113 1017.4755 +876.64233 1014.4402 +878.6236 1012.2585 +880.6048 1025.7375 +882.586 1034.8154 +884.56726 1048.4546 +886.54846 1060.8154 +888.52972 1073.4535 +890.51093 1088.6631 +892.49219 1094.8888 +894.47339 1114.5168 +896.45465 1115.6865 +898.43585 1106.751 +900.41711 1130.9888 +902.39832 1135.1338 +904.37958 1146.9155 +906.36078 1146.4313 +908.34204 1153.6267 +910.32324 1165.0311 +912.3045 1170.626 +914.28571 1161.1416 +916.26697 1154.014 +918.24817 1187.2629 +920.22943 1184.7616 +922.21063 1201.9279 +924.19189 1188.0787 +926.1731 1183.8726 +928.15436 1199.9673 +930.13556 1179.0172 +932.11676 1195.0768 +934.09802 1205.1959 +936.07922 1188.8389 +938.06049 1177.9194 +940.04169 1170.0875 +942.02295 1219.3961 +944.00415 1201.1724 +945.98541 1183.4708 +947.96661 1214.1019 +949.94788 1226.9407 +951.92908 1218.9575 +953.91034 1225.0813 +955.89154 1204.7114 +957.8728 1216.0793 +959.854 1214.0071 +961.83527 1178.7449 +963.81647 1170.0164 +965.79773 1157.1655 +967.77893 1178.0754 +969.76019 1204.0691 +971.74139 1190.9274 +973.72266 1193.178 +975.70386 1218.4148 +977.68506 1180.8481 +979.66632 1162.8578 +981.64752 1171.9955 +983.62878 1177.328 +985.60999 1166.7771 +987.59125 1168.6118 +989.57245 1153.3383 +991.55371 1145.0765 +993.53491 1141.6605 +995.51617 1138.5698 +997.49738 1146.6011 +999.47864 1119.9547 +1001.4598 1112.7645 +1003.4411 1115.3784 +1005.4223 1105.8582 +1007.4036 1096.1321 +1009.3848 1098.7894 +1011.366 1100.0797 +1013.3472 1096.0896 +1015.3285 1096.5779 +1017.3097 1065.5216 +1019.291 1064.9302 +1021.2722 1054.2042 +1023.2534 1035.7883 +1025.2346 1018.1468 +1027.2158 1011.8154 +1029.197 1006.5524 +1031.1783 1000.5468 +1033.1595 988.41949 +1035.1407 993.242 +1037.1219 967.3855 +1039.1033 955.21924 +1041.0845 955.52661 +1043.0657 938.67474 +1045.0469 926.43744 +1047.0282 924.14172 +1049.0094 911.64496 +1050.9906 882.17322 +1052.9718 875.93317 +1054.9531 873.76495 +1056.9343 860.60291 +1058.9155 845.8811 +1060.8967 830.73706 +1062.8781 826.74957 +1064.8593 827.03271 +1066.8405 803.31763 +1068.8217 794.43127 +1070.803 779.19733 +1072.7842 761.63489 +1074.7654 752.95905 +1076.7466 751.47015 +1078.7278 748.17999 +1080.7091 739.90985 +1082.6903 714.64368 +1084.6715 692.28424 +1086.6527 706.8457 +1088.634 681.99542 +1090.6152 668.69061 +1092.5964 667.53687 +1094.5776 649.97101 +1096.559 653.2713 +1098.5402 633.61359 +1100.5214 627.45477 +1102.5026 613.26526 +1104.4839 610.36511 +1106.4651 600.29663 +1108.4463 584.55658 +1110.4275 561.75922 +1112.4088 561.29333 +1114.39 565.90942 +1116.3712 571.02203 +1118.3524 561.06915 +1120.3337 545.44342 +1122.3149 543.2489 +1124.2961 528.34674 +1126.2773 515.37317 +1128.2585 530.17468 +1130.2399 525.80347 +1132.2211 521.66479 +1134.2023 507.67151 +1136.1835 500.9805 +1138.1648 491.79041 +1140.146 493.43503 +1142.1272 478.8902 +1144.1084 481.22241 +1146.0897 477.49002 +1148.0709 469.09753 +1150.0521 462.65659 +1152.0333 467.36362 +1154.0146 468.11771 +1155.9958 460.01202 +1157.9771 466.31021 +1159.9583 452.42606 +1161.9396 449.76135 +1163.9208 431.06464 +1165.902 418.26645 +1167.8832 428.27383 +1169.8645 432.0051 +1171.8457 409.27994 +1173.8269 426.13416 +1175.8081 410.82974 +1177.7893 408.85583 +1179.7706 407.86627 +1181.7518 406.81207 +1183.733 392.21402 +1185.7142 387.87 +1187.6956 400.43585 +1189.6768 396.97418 +1191.658 395.35352 +1193.6392 415.84918 +1195.6205 388.36298 +1197.6017 394.64026 +1199.5829 379.2934 +1201.5641 387.14526 +1203.5454 370.92676 +1205.5266 378.89716 +1207.5078 366.56979 +1209.489 362.32523 +1211.4703 379.44144 +1213.4515 368.66721 +1215.4327 371.40747 +1217.4139 371.72339 +1219.3953 378.58325 +1221.3765 372.71967 +1223.3577 356.88525 +1225.3389 359.52353 +1227.3201 364.86069 +1229.3014 361.82111 +1231.2826 367.25977 +1233.2638 353.68539 +1235.245 362.91882 +1237.2263 363.51831 +1239.2075 359.81229 +1241.1887 362.77667 +1243.1699 363.54599 +1245.1512 363.02802 +1247.1324 365.10449 +1249.1136 363.40173 +1251.0948 366.02597 +1253.0762 365.23322 +1255.0574 363.86887 +1257.0386 350.96954 +1259.0198 353.16061 +1261.0011 351.05319 +1262.9823 348.96133 +1264.9635 356.35043 +1266.9447 348.98557 +1268.926 351.80777 +1270.9072 346.05011 +1272.8884 346.30792 +1274.8696 346.14987 +1276.8508 349.79504 +1278.8322 354.21252 +1280.8134 360.43903 +1282.7946 351.05286 +1284.7758 351.55658 +1286.7571 334.86502 +1288.7383 362.05075 +1290.7195 349.34811 +1292.7007 333.03351 +1294.682 347.82782 +1296.6632 349.09802 +1298.6444 352.56195 +1300.6256 346.40067 +1302.6069 345.36588 +1304.5881 342.18716 +1306.5693 343.30161 +1308.5505 337.38568 +1310.5319 346.52466 +1312.5131 347.02576 +1314.4943 337.35114 +1316.4755 342.48627 +1318.4567 348.27347 +1320.438 339.4603 +1322.4192 341.11792 +1324.4004 343.11343 +1326.3816 337.74899 +1328.3629 344.04654 +1330.3441 337.87631 +1332.3253 337.40753 +1334.3065 351.31958 +1336.2878 349.63818 +1338.269 351.04834 +1340.2502 350.39285 +1342.2314 344.69836 +1344.2128 339.03946 +1346.194 352.83893 +1348.1752 346.70566 +1350.1564 342.81543 +1352.1377 342.93005 +1354.1189 337.73709 +1356.1001 332.40936 +1358.0813 341.85312 +1360.0626 336.20691 +1362.0438 349.67316 +1364.025 340.41592 +1366.0062 355.81149 +1367.9874 340.62543 +1369.9688 339.47122 +1371.95 348.19315 +1373.9312 336.50906 +1375.9124 322.83557 +1377.8937 343.91983 +1379.8749 347.74869 +1381.8561 343.75693 +1383.8373 349.74347 +1385.8186 349.68939 +1387.7998 345.31808 +1389.781 347.89261 +1391.7622 352.17831 +1393.7435 345.88358 +1395.7247 337.28473 +1397.7059 339.26172 +1399.6871 344.9364 +1401.6685 341.21103 +1403.6497 341.42487 +1405.6309 338.75458 +1407.6121 339.39044 +1409.5934 345.51013 +1411.5746 347.66071 +1413.5558 333.99066 +1415.537 343.91232 +1417.5182 347.84818 +1419.4995 337.84024 +1421.4807 351.57605 +1423.4619 345.15768 +1425.4431 334.53339 +1427.4244 347.84314 +1429.4056 350.8504 +1431.3868 342.61319 +1433.368 340.04022 +1435.3494 344.90909 +1437.3306 346.19778 +1439.3118 353.92343 +1441.293 343.84225 +1443.2743 353.00208 +1445.2555 347.27356 +1447.2367 340.4339 +1449.2179 346.70377 +1451.1992 342.24588 +1453.1804 352.34714 +1455.1616 336.46365 +1457.1428 335.84647 +1459.1241 343.32196 +1461.1053 342.76544 +1463.0865 351.85919 +1465.0677 348.95398 +1467.049 349.76959 +1469.0303 350.565 +1471.0115 332.03149 +1472.9927 342.72354 +1474.9739 334.00418 +1476.9552 353.31104 +1478.9364 343.66083 +1480.9176 353.46863 +1482.8988 343.30142 +1484.8801 343.27563 +1486.8613 341.6879 +1488.8425 335.61758 +1490.8237 341.80585 +1492.8051 347.4313 +1494.7863 355.41776 +1496.7675 344.99411 +1498.7487 336.61465 +1500.73 342.85092 +1502.7112 332.3652 +1504.6924 320.15182 +1506.6736 340.56509 +1508.6549 329.27258 +1510.6361 326.15463 +1512.6173 339.62805 +1514.5985 338.64914 +1516.5797 346.61411 +1518.561 337.3692 +1520.5422 335.54199 +1522.5234 334.81543 +1524.5046 335.42978 +1526.486 335.52594 +1528.4672 329.28671 +1530.4484 323.81543 +1532.4296 332.01187 +1534.4109 345.41653 +1536.3921 336.22723 +1538.3733 329.85248 +1540.3545 328.99222 +1542.3358 337.793 +1544.317 322.31393 +1546.2982 338.91006 +1548.2794 327.27127 +1550.2607 329.02066 +1552.2419 339.11697 +1554.2231 340.26413 +1556.2043 339.48685 +1558.1857 333.12051 +1560.1669 318.91232 +1562.1481 330.63965 +1564.1293 326.54062 +1566.1105 322.74728 +1568.0918 329.08026 +1570.073 331.47388 +1572.0542 326.84531 +1574.0354 326.9054 +1576.0167 322.79889 +1577.9979 325.60626 +1579.9791 317.91827 +1581.9603 318.83411 +1583.9417 320.9584 +1585.9229 326.16107 +1587.9041 330.31384 +1589.8853 338.43063 +1591.8666 320.40561 +1593.8478 318.59888 +1595.829 324.87915 +1597.8102 323.8154 +1599.7915 321.44751 +1601.7727 317.71228 +1603.7539 310.90283 +1605.7351 312.30472 +1607.7164 320.04861 +1609.6976 318.88367 +1611.6788 312.13895 +1613.66 319.46573 +1615.6412 322.70804 +1617.6226 302.11987 +1619.6038 321.18851 +1621.585 308.61008 +1623.5662 321.10928 +1625.5475 301.02423 +1627.5287 303.60123 +1629.5099 313.02219 +1631.4911 305.28268 +1633.4724 303.09848 +1635.4536 315.5293 +1637.4348 323.16266 +1639.416 312.78351 +1641.3973 313.21313 +1643.3785 322.9122 +1645.3597 314.87869 +1647.3409 312.01874 +1649.3223 318.16916 +1651.3035 323.33267 +1653.2847 317.23923 +1655.2659 297.01312 +1657.2472 304.87256 +1659.2284 305.37833 +1661.2096 315.85785 +1663.1908 308.92047 +1665.172 304.13123 +1667.1533 294.64346 +1669.1345 301.27405 +1671.1157 313.53564 +1673.0969 304.53491 +1675.0782 314.63965 +1677.0594 295.91632 +1679.0406 297.31079 +1681.0219 309.70792 +1683.0032 305.99707 +1684.9844 296.49161 +1686.9656 307.35651 +1688.9468 308.76852 +1690.9281 307.81534 +1692.9093 307.79218 +1694.8905 311.38898 +1696.8717 302.6481 +1698.853 297.83194 +1700.8342 300.18646 +1702.8154 298.29221 +1704.7966 285.42822 +1706.778 291.00394 +1708.7592 300.02597 +1710.7404 302.811 +1712.7216 306.91068 +1714.7028 304.88556 +1716.6841 296.13385 +1718.6653 295.76645 +1720.6465 297.37411 +1722.6277 290.87173 +1724.609 300.24103 +1726.5902 304.92197 +1728.5714 299.94495 +1730.5526 308.04709 +1732.5339 300.09604 +1734.5151 296.66464 +1736.4963 294.70319 +1738.4775 291.33194 +1740.4589 290.46716 +1742.4401 302.33603 +1744.4213 300.27713 +1746.4025 297.30966 +1748.3838 291.34186 +1750.365 286.49567 +1752.3462 283.64783 +1754.3274 297.0256 +1756.3087 288.6412 +1758.2899 290.76089 +1760.2711 295.76846 +1762.2523 291.38333 +1764.2335 283.35669 +1766.2148 289.9053 +1768.196 292.64502 +1770.1772 297.08304 +1772.1584 300.50986 +1774.1398 294.03979 +1776.121 291.5145 +1778.1022 292.70435 +1780.0834 298.97916 +1782.0647 294.60303 +1784.0459 282.07208 +1786.0271 294.83191 +1788.0083 293.71219 +1789.9896 294.89914 +1791.9708 294.59726 +1793.952 290.34793 +1795.9332 297.18515 +1797.9146 295.37399 +1799.8958 276.51324 +1801.877 278.04034 +1803.8582 283.36728 +1805.8394 288.44702 +1807.8207 287.28113 +1809.8019 287.60959 +1811.7831 284.31403 +1813.7643 280.27567 +1815.7456 284.11209 +1817.7268 283.78824 +1819.708 283.26761 +1821.6892 277.15521 +1823.6705 282.41556 +1825.6517 276.14975 +1827.6329 265.93918 +1829.6141 278.94 +1831.5955 284.25082 +1833.5767 271.22772 +1835.5579 276.26376 +1837.5391 272.20505 +1839.5204 268.46896 +1841.5016 280.16568 +1843.4828 279.76245 +1845.464 278.69641 +1847.4453 264.98096 +1849.4265 276.40729 +1851.4077 276.0015 +1853.3889 283.50021 +1855.3701 272.49945 +1857.3514 275.90546 +1859.3326 283.94946 +1861.3138 282.74414 +1863.295 271.98126 +1865.2764 273.53091 +1867.2576 269.18414 +1869.2388 271.69077 +1871.22 280.26151 +1873.2013 274.73376 +1875.1825 268.02014 +1877.1637 273.60834 +1879.1449 266.41721 +1881.1262 270.36807 +1883.1074 269.88989 +1885.0886 282.44662 +1887.0698 273.8515 +1889.0511 269.73572 +1891.0323 265.69437 +1893.0135 272.66382 +1894.9948 265.24414 +1896.9761 283.35568 +1898.9573 271.82935 +1900.9385 262.78619 +1902.9197 270.73758 +1904.9009 267.46655 +1906.8822 265.93375 +1908.8634 269.8508 +1910.8446 282.91937 +1912.8258 276.76202 +1914.8071 277.617 +1916.7883 264.10083 +1918.7695 274.08554 +1920.7507 274.82242 +1922.7321 270.28525 +1924.7133 273.05136 +1926.6945 276.16119 +1928.6757 271.22113 +1930.657 269.25262 +1932.6382 262.45163 +1934.6194 269.99951 +1936.6006 277.07346 +1938.5819 256.32358 +1940.5631 271.18192 +1942.5443 283.59561 +1944.5255 281.21628 +1946.5068 278.00421 +1948.488 275.79874 +1950.4692 268.55533 +1952.4504 273.27014 +1954.4316 264.5762 +1956.413 267.51651 +1958.3942 270.63702 +1960.3754 273.88556 +1962.3566 266.14838 +1964.3379 274.54047 +1966.3191 271.96439 +1968.3003 276.86853 +1970.2815 279.11844 +1972.2628 273.36658 +1974.244 281.64493 +1976.2252 263.61911 +1978.2064 272.91525 +1980.1877 268.26791 +1982.1689 270.1019 +1984.1501 278.42758 +1986.1313 268.62021 +1988.1127 266.90366 +1990.0939 266.55301 +1992.0751 275.17133 +1994.0563 274.58987 +1996.0376 268.30875 +1998.0188 273.33762 +2000 270.63638 +2500 259.14621 +2501.5496 254.63608 +2503.0991 255.68993 +2504.6487 250.66049 +2506.1982 246.774 +2507.748 254.02573 +2509.2976 251.26929 +2510.8472 245.7814 +2512.3967 259.99637 +2513.9463 260.89523 +2515.4958 252.21159 +2517.0454 247.79102 +2518.595 248.65044 +2520.1445 256.81476 +2521.6943 263.05969 +2523.2439 254.6069 +2524.7935 248.12715 +2526.343 255.76813 +2527.8926 253.38356 +2529.4421 239.96645 +2530.9917 246.06667 +2532.5413 259.86771 +2534.0908 259.24274 +2535.6404 259.02771 +2537.1902 253.80576 +2538.7397 249.51385 +2540.2893 246.83107 +2541.8389 241.02534 +2543.3884 254.83392 +2544.938 252.28117 +2546.4875 254.96841 +2548.0371 252.54744 +2549.5867 253.57944 +2551.1365 256.58765 +2552.686 252.93538 +2554.2356 253.27367 +2555.7852 250.15916 +2557.3347 244.537 +2558.8843 247.36261 +2560.4338 253.80438 +2561.9834 249.53935 +2563.533 248.4926 +2565.0828 248.28284 +2566.6323 244.60168 +2568.1819 251.84525 +2569.7314 242.93285 +2571.281 242.8562 +2572.8306 244.24785 +2574.3801 250.59436 +2575.9297 246.24203 +2577.4792 239.00299 +2579.0288 250.15417 +2580.5786 260.77332 +2582.1282 245.05446 +2583.6777 239.16481 +2585.2273 252.43661 +2586.7769 252.36589 +2588.3264 241.2903 +2589.876 226.98326 +2591.4255 240.26154 +2592.9751 245.51758 +2594.5249 249.5248 +2596.0745 247.47581 +2597.624 244.72552 +2599.1736 247.62958 +2600.7231 240.84613 +2602.2727 244.75618 +2603.8223 242.57545 +2605.3718 248.74809 +2606.9214 266.64548 +2608.4712 227.84885 +2610.0208 233.23788 +2611.5703 241.71391 +2613.1199 237.87238 +2614.6694 237.24126 +2616.219 244.23161 +2617.7686 249.71011 +2619.3181 252.56053 +2620.8677 256.32501 +2622.4172 253.12314 +2623.967 247.07907 +2625.5166 243.80353 +2627.0662 242.54265 +2628.6157 249.60713 +2630.1653 249.61528 +2631.7148 241.2422 +2633.2644 238.83826 +2634.814 232.01807 +2636.3635 240.22215 +2637.9133 250.58208 +2639.4629 251.35609 +2641.0125 252.15822 +2642.562 248.47176 +2644.1116 251.31798 +2645.6611 250.62944 +2647.2107 251.80687 +2648.7603 233.6964 +2650.3098 240.33783 +2651.8596 251.54054 +2653.4092 246.89108 +2654.9587 243.15207 +2656.5083 237.03023 +2658.0579 240.86337 +2659.6074 252.05844 +2661.157 259.80579 +2662.7065 257.83896 +2664.2561 244.55537 +2665.8057 240.17674 +2667.3555 243.55396 +2668.905 244.50496 +2670.4546 245.8302 +2672.0042 238.58359 +2673.5537 241.76286 +2675.1033 249.73203 +2676.6528 247.33643 +2678.2024 247.25986 +2679.752 246.09999 +2681.3018 247.22752 +2682.8513 248.42084 +2684.4009 247.87775 +2685.9504 247.78864 +2687.5 244.32268 +2689.0496 253.05321 +2690.5991 249.39719 +2692.1487 252.57495 +2693.6982 240.44101 +2695.248 252.4151 +2696.7976 237.64116 +2698.3472 233.66875 +2699.8967 247.79401 +2701.4463 248.44414 +2702.9958 248.50893 +2704.5454 244.04912 +2706.095 237.4375 +2707.6445 239.48552 +2709.1943 243.98196 +2710.7439 245.58257 +2712.2935 241.86913 +2713.843 238.07716 +2715.3926 246.28711 +2716.9421 234.5298 +2718.4917 248.29787 +2720.0413 248.9278 +2721.5908 234.0735 +2723.1404 240.09303 +2724.6902 239.43953 +2726.2397 249.16718 +2727.7893 249.05099 +2729.3389 245.17218 +2730.8884 250.02551 +2732.438 246.17902 +2733.9875 235.25777 +2735.5371 242.07291 +2737.0867 247.86067 +2738.6365 237.74281 +2740.186 247.03775 +2741.7356 240.46063 +2743.2852 240.43748 +2744.8347 240.37039 +2746.3843 233.09262 +2747.9338 247.31445 +2749.4834 248.93359 +2751.033 249.22278 +2752.5828 252.34409 +2754.1323 252.83168 +2755.6819 247.82838 +2757.2314 244.52844 +2758.781 246.86082 +2760.3306 244.51962 +2761.8801 241.37541 +2763.4297 251.05751 +2764.9792 246.149 +2766.5288 240.23759 +2768.0786 248.31198 +2769.6282 245.58269 +2771.1777 244.55783 +2772.7273 249.76938 +2774.2769 250.24445 +2775.8264 247.1111 +2777.376 248.79462 +2778.9255 241.09412 +2780.4751 240.98732 +2782.0249 247.30252 +2783.5745 247.82428 +2785.124 246.47757 +2786.6736 245.64403 +2788.2231 246.23851 +2789.7727 238.99858 +2791.3223 249.45407 +2792.8718 247.549 +2794.4214 255.22475 +2795.9712 244.76663 +2797.5208 235.28958 +2799.0703 245.12735 +2800.6199 248.13222 +2802.1694 252.19507 +2803.719 249.19904 +2805.2686 250.99162 +2806.8181 246.80753 +2808.3677 239.97969 +2809.9172 243.11015 +2811.467 247.16724 +2813.0166 246.31599 +2814.5662 245.75121 +2816.1157 240.08084 +2817.6653 240.18912 +2819.2148 239.99702 +2820.7644 241 +2822.314 241.72699 +2823.8635 252.74283 +2825.4133 247.52605 +2826.9629 236.54971 +2828.5125 247.46101 +2830.062 249.09793 +2831.6116 249.27184 +2833.1611 245.14445 +2834.7107 242.1485 +2836.2603 246.2235 +2837.8098 248.88672 +2839.3596 245.17491 +2840.9092 243.43961 +2842.4587 242.58138 +2844.0083 241.72839 +2845.5579 243.33693 +2847.1074 236.40756 +2848.657 246.89424 +2850.2065 248.28282 +2851.7561 247.2173 +2853.3057 245.16707 +2854.8555 242.03758 +2856.405 245.84465 +2857.9546 249.9828 +2859.5042 241.21913 +2861.0537 239.44092 +2862.6033 244.74588 +2864.1528 239.50177 +2865.7024 243.32471 +2867.252 242.93538 +2868.8018 233.05905 +2870.3513 237.09396 +2871.9009 245.74408 +2873.4504 249.31424 +2875 249.06642 +2876.5496 241.99722 +2878.0991 242.95789 +2879.6487 245.90059 +2881.1982 243.40196 +2882.748 238.95055 +2884.2976 234.92805 +2885.8472 239.29233 +2887.3967 249.36674 +2888.9463 247.32072 +2890.4958 248.3026 +2892.0454 237.54927 +2893.595 236.42653 +2895.1445 245.3793 +2896.6943 242.4859 +2898.2439 243.3934 +2899.7935 247.80441 +2901.343 250.66641 +2902.8926 246.97511 +2904.4421 240.04794 +2905.9917 238.65074 +2907.5413 238.95435 +2909.0908 242.47752 +2910.6404 246.47969 +2912.1902 241.6684 +2913.7397 243.11867 +2915.2893 248.78441 +2916.8389 252.11412 +2918.3884 247.39203 +2919.938 239.83618 +2921.4875 251.62721 +2923.0371 243.66972 +2924.5867 240.24417 +2926.1365 236.5401 +2927.686 239.57339 +2929.2356 255.87018 +2930.7852 242.97459 +2932.3347 240.37511 +2933.8843 246.94382 +2935.4338 247.8149 +2936.9834 243.25955 +2938.533 242.79355 +2940.0828 236.65778 +2941.6323 246.86507 +2943.1819 252.52847 +2944.7314 246.48546 +2946.281 237.02667 +2947.8306 241.07722 +2949.3801 256.6098 +2950.9297 252.11967 +2952.4792 245.52132 +2954.0288 241.9865 +2955.5786 241.27788 +2957.1282 229.71913 +2958.6777 245.80057 +2960.2273 260.27591 +2961.7769 244.60358 +2963.3264 231.55171 +2964.876 233.75456 +2966.4255 250.158 +2967.9751 250.43384 +2969.5249 250.4375 +2971.0745 237.20917 +2972.624 241.30516 +2974.1736 243.57938 +2975.7231 248.24904 +2977.2727 248.28136 +2978.8223 246.14351 +2980.3718 242.73785 +2981.9214 237.95247 +2983.4712 245.3291 +2985.0208 244.52103 +2986.5703 235.30969 +2988.1199 235.85568 +2989.6694 239.82797 +2991.219 247.20415 +2992.7686 248.27151 +2994.3181 235.25972 +2995.8677 231.37041 +2997.4172 233.85684 +2998.967 244.47751 +3000.5166 239.25188 +3002.0662 248.33264 +3003.6157 240.91977 +3005.1653 248.80516 +3006.7148 255.4557 +3008.2644 249.62222 +3009.814 250.74983 +3011.3635 240.68524 +3012.9133 250.86761 +3014.4629 256.62863 +3016.0125 252.15331 +3017.562 241.50681 +3019.1116 234.26944 +3020.6611 255.59297 +3022.2107 245.38013 +3023.7603 241.62724 +3025.3098 240.6138 +3026.8596 245.83835 +3028.4092 245.00934 +3029.9587 235.4183 +3031.5083 241.20784 +3033.0579 250.13206 +3034.6074 249.34578 +3036.157 243.40285 +3037.7065 243.91077 +3039.2561 248.98753 +3040.8057 243.42993 +3042.3555 240.74748 +3043.905 243.32094 +3045.4546 240.04427 +3047.0042 240.82924 +3048.5537 244.45969 +3050.1033 253.11832 +3051.6528 248.55394 +3053.2024 249.22092 +3054.752 248.19859 +3056.3018 244.34259 +3057.8513 246.62013 +3059.4009 242.7458 +3060.9504 241.15775 +3062.5 248.36435 +3064.0496 248.01483 +3065.5991 249.05685 +3067.1487 245.87668 +3068.6982 252.12224 +3070.248 244.54276 +3071.7976 260.03336 +3073.3472 238.40901 +3074.8967 241.19038 +3076.4463 247.83804 +3077.9958 256.46335 +3079.5454 246.19066 +3081.095 246.14139 +3082.6445 245.49767 +3084.1943 245.75011 +3085.7439 247.81419 +3087.2935 240.82153 +3088.843 242.12926 +3090.3926 242.0479 +3091.9421 238.67195 +3093.4917 254.36169 +3095.0413 248.0575 +3096.5908 246.77853 +3098.1404 254.11993 +3099.6902 250.16005 +3101.2397 245.28731 +3102.7893 250.16328 +3104.3389 245.35959 +3105.8884 247.21339 +3107.438 254.73497 +3108.9875 248.92273 +3110.5371 248.28885 +3112.0867 245.66039 +3113.6365 244.41304 +3115.186 251.79469 +3116.7356 247.51143 +3118.2852 247.19157 +3119.8347 243.11093 +3121.3843 241.67357 +3122.9338 240.9391 +3124.4834 244.18263 +3126.033 251.29823 +3127.5828 262.17584 +3129.1323 256.03217 +3130.6819 242.51239 +3132.2314 252.22307 +3133.781 249.17389 +3135.3306 248.17776 +3136.8801 252.47025 +3138.4297 233.93199 +3139.9792 242.82887 +3141.5288 246.24182 +3143.0786 252.75313 +3144.6282 252.09978 +3146.1777 248.72102 +3147.7273 240.54602 +3149.2769 252.72469 +3150.8264 260.70914 +3152.376 268.60492 +3153.9255 246.47672 +3155.4751 257.69324 +3157.0249 249.06485 +3158.5745 260.97937 +3160.124 258.45074 +3161.6736 253.73712 +3163.2231 262.15747 +3164.7727 264.23132 +3166.3223 254.89966 +3167.8718 254.74948 +3169.4214 259.75366 +3170.9712 255.61131 +3172.5208 259.55505 +3174.0703 256.98981 +3175.6199 250.07391 +3177.1694 261.68744 +3178.719 262.88019 +3180.2686 259.30447 +3181.8181 250.56187 +3183.3677 263.27805 +3184.9172 253.89034 +3186.467 265.02176 +3188.0166 263.11514 +3189.5662 260.54764 +3191.1157 264.03574 +3192.6653 260.36481 +3194.2148 255.88745 +3195.7644 257.379 +3197.314 257.7417 +3198.8635 259.10294 +3200.4133 260.93182 +3201.9629 262.77963 +3203.5125 258.79312 +3205.062 256.05942 +3206.6116 262.30389 +3208.1611 257.87564 +3209.7107 265.20627 +3211.2603 260.61386 +3212.8098 262.28986 +3214.3596 266.46875 +3215.9092 255.91504 +3217.4587 257.28568 +3219.0083 258.77655 +3220.5579 256.63043 +3222.1074 258.03055 +3223.657 259.19489 +3225.2065 251.14941 +3226.7561 249.80544 +3228.3057 259.56885 +3229.8555 264.97107 +3231.405 266.02103 +3232.9546 264.74149 +3234.5042 255.70155 +3236.0537 258.84076 +3237.6033 260.34772 +3239.1528 259.46347 +3240.7024 264.80374 +3242.252 267.29272 +3243.8018 267.60645 +3245.3513 270.79208 +3246.9009 263.43945 +3248.4504 258.07709 +3250 260.03214 +3251.5496 261.17767 +3253.0991 262.24365 +3254.6487 261.42639 +3256.1982 263.45135 +3257.748 265.09351 +3259.2976 262.27213 +3260.8472 263.3981 +3262.3967 266.09344 +3263.9463 266.46573 +3265.4958 267.42352 +3267.0454 269.18753 +3268.595 265.56516 +3270.1445 260.63373 +3271.6943 260.09323 +3273.2439 262.94006 +3274.7935 265.33246 +3276.343 257.52908 +3277.8926 261.5517 +3279.4421 266.72388 +3280.9917 263.37582 +3282.5413 259.20874 +3284.0908 264.78232 +3285.6404 265.38608 +3287.1902 260.50006 +3288.7397 261.56616 +3290.2893 268.63904 +3291.8389 272.37796 +3293.3884 264.58701 +3294.938 260.59207 +3296.4875 267.66519 +3298.0371 266.54889 +3299.5867 264.27783 +3301.1365 262.97305 +3302.686 266.04547 +3304.2356 263.29843 +3305.7852 260.64801 +3307.3347 274.26172 +3308.8843 272.01855 +3310.4338 266.68524 +3311.9834 272.44781 +3313.533 271.80273 +3315.0828 262.22247 +3316.6323 269.52917 +3318.1819 267.62048 +3319.7314 265.64096 +3321.281 266.51294 +3322.8306 263.5441 +3324.3801 270.36356 +3325.9297 277.11807 +3327.4792 275.10065 +3329.0288 272.70145 +3330.5786 276.36282 +3332.1282 274.4021 +3333.6777 267.67099 +3335.2273 266.82108 +3336.7769 270.98151 +3338.3264 271.43604 +3339.876 271.31424 +3341.4255 272.20999 +3342.9751 278.97577 +3344.5249 280.97235 +3346.0745 276.32855 +3347.624 275.24347 +3349.1736 273.87045 +3350.7231 274.11383 +3352.2727 281.11411 +3353.8223 265.58817 +3355.3718 282.67435 +3356.9214 285.66556 +3358.4712 285.88733 +3360.0208 274.7742 +3361.5703 275.55978 +3363.1199 281.50504 +3364.6694 278.48746 +3366.219 282.88525 +3367.7686 286.16846 +3369.3181 286.4375 +3370.8677 291.51294 +3372.4172 279.13248 +3373.967 289.42667 +3375.5166 276.77448 +3377.0662 279.32877 +3378.6157 283.47342 +3380.1653 298.91403 +3381.7148 265.56192 +3383.2644 301.16656 +3384.814 294.91721 +3386.3635 288.45303 +3387.9133 284.28629 +3389.4629 293.81763 +3391.0125 287.40955 +3392.562 280.66916 +3394.1116 286.2536 +3395.6611 285.74149 +3397.2107 283.16525 +3398.7603 281.56021 +3400.3098 296.0451 +3401.8596 285.38281 +3403.4092 279.85718 +3404.9587 288.76199 +3406.5083 294.65228 +3408.0579 296.74811 +3409.6074 293.18567 +3411.157 297.05099 +3412.7065 284.86789 +3414.2561 290.98715 +3415.8057 295.51474 +3417.3555 293.10696 +3418.905 304.26413 +3420.4546 307.07697 +3422.0042 299.34436 +3423.5537 305.3316 +3425.1033 303.64645 +3426.6528 298.01044 +3428.2024 296.95187 +3429.752 300.40604 +3431.3018 312.1076 +3432.8513 306.36169 +3434.4009 296.66086 +3435.9504 294.34775 +3437.5 294.39102 +3439.0496 303.07501 +3440.5991 306.60101 +3442.1487 305.28452 +3443.6982 307.97528 +3445.248 305.12729 +3446.7976 303.44073 +3448.3472 312.48019 +3449.8967 313.12057 +3451.4463 305.20212 +3452.9958 306.66287 +3454.5454 287.35434 +3456.095 310.67166 +3457.6445 313.3959 +3459.1943 307.54315 +3460.7439 317.2558 +3462.2935 309.53934 +3463.843 313.73123 +3465.3926 327.00281 +3466.9421 306.09625 +3468.4917 313.54285 +3470.0413 320.15076 +3471.5908 317.09302 +3473.1404 323.12805 +3474.6902 318.12952 +3476.2397 319.84134 +3477.7893 327.2438 +3479.3389 321.51102 +3480.8884 316.40225 +3482.438 333.73578 +3483.9875 332.47568 +3485.5371 324.11142 +3487.0867 322.64227 +3488.6365 333.55286 +3490.186 327.40363 +3491.7356 323.92932 +3493.2852 330.78955 +3494.8347 336.40863 +3496.3843 341.12631 +3497.9338 333.59766 +3499.4834 334.94931 +3501.033 338.68982 +3502.5828 340.72098 +3504.1323 339.43719 +3505.6819 323.5509 +3507.2314 342.37354 +3508.781 342.41064 +3510.3306 349.66885 +3511.8801 348.0719 +3513.4297 339.53281 +3514.9792 342.19971 +3516.5288 335.50635 +3518.0786 341.55118 +3519.6282 344.83353 +3521.1777 344.63559 +3522.7273 347.87909 +3524.2769 354.92438 +3525.8264 344.15726 +3527.376 351.02347 +3528.9255 349.9895 +3530.4751 352.97382 +3532.0249 359.36084 +3533.5745 360.45892 +3535.124 360.12167 +3536.6736 358.77261 +3538.2231 365.26843 +3539.7727 369.05246 +3541.3223 365.48312 +3542.8718 369.19803 +3544.4214 371.11731 +3545.9712 366.02341 +3547.5208 372.01511 +3549.0703 377.96234 +3550.6199 370.44769 +3552.1694 370.46628 +3553.719 364.61002 +3555.2686 369.33057 +3556.8181 372.69989 +3558.3677 370.06406 +3559.9172 357.06158 +3561.467 358.41681 +3563.0166 383.147 +3564.5662 377.84348 +3566.1157 378.63922 +3567.6653 378.26511 +3569.2148 371.53818 +3570.7644 383.27158 +3572.314 372.73587 +3573.8635 371.75592 +3575.4133 382.00247 +3576.9629 386.15381 +3578.5125 379.3457 +3580.062 378.51285 +3581.6116 370.2374 +3583.1611 371.90527 +3584.7107 369.2153 +3586.2603 365.86829 +3587.8098 377.53027 +3589.3596 375.72549 +3590.9092 360.03485 +3592.4587 357.25534 +3594.0083 362.42413 +3595.5579 365.03418 +3597.1074 360.88397 +3598.657 357.62439 +3600.2065 366.09708 +3601.7561 348.0087 +3603.3057 358.02316 +3604.8555 352.6918 +3606.405 358.1608 +3607.9546 345.89932 +3609.5042 348.47598 +3611.0537 345.50027 +3612.6033 336.26038 +3614.1528 340.74561 +3615.7024 332.83151 +3617.252 334.08994 +3618.8018 336.16357 +3620.3513 322.8107 +3621.9009 315.78003 +3623.4504 321.85379 +3625 319.70361 +3626.5496 322.48444 +3628.0991 319.50296 +3629.6487 308.94965 +3631.1982 312.38882 +3632.748 298.81815 +3634.2976 309.1936 +3635.8472 289.49295 +3637.3967 290.96729 +3638.9463 282.52878 +3640.4958 283.71478 +3642.0454 283.76196 +3643.595 277.69135 +3645.1445 279.82581 +3646.6943 274.02045 +3648.2439 273.91675 +3649.7935 276.54703 +3651.343 270.93674 +3652.8926 256.0679 +3654.4421 257.01999 +3655.9917 261.52554 +3657.5413 266.15738 +3659.0908 249.8604 +3660.6404 254.70471 +3662.1902 250.2191 +3663.7397 250.66872 +3665.2893 239.02504 +3666.8389 240.36868 +3668.3884 234.21118 +3669.938 229.98587 +3671.4875 225.36642 +3673.0371 233.66676 +3674.5867 235.175 +3676.1365 227.63992 +3677.686 222.94322 +3679.2356 222.61194 +3680.7852 229.61536 +3682.3347 220.60378 +3683.8843 218.83389 +3685.4338 213.60574 +3686.9834 218.80516 +3688.533 223.04492 +3690.0828 208.28761 +3691.6323 217.15041 +3693.1819 212.52892 +3694.7314 196.73311 +3696.281 200.30049 +3697.8306 203.16943 +3699.3801 208.61542 +3700.9297 204.23363 +3702.4792 202.87004 +3704.0288 201.32237 +3705.5786 198.50694 +3707.1282 192.89873 +3708.6777 202.87595 +3710.2273 202.48538 +3711.7769 201.149 +3713.3264 201.05811 +3714.876 201.30028 +3716.4255 194.75397 +3717.9751 200.75609 +3719.5249 207.04747 +3721.0745 196.93869 +3722.624 204.68564 +3724.1736 203.45604 +3725.7231 203.01083 +3727.2727 197.36908 +3728.8223 198.10187 +3730.3718 199.63814 +3731.9214 193.15288 +3733.4712 193.09926 +3735.0208 194.56281 +3736.5703 192.80887 +3738.1199 190.4375 +3739.6694 192.77307 +3741.219 193.79289 +3742.7686 192.98679 +3744.3181 192.79832 +3745.8677 184.52628 +3747.4172 185.64476 +3748.967 184.38315 +3750.5166 189.9534 +3752.0662 197.44031 +3753.6157 197.20952 +3755.1653 188.64383 +3756.7148 186.72546 +3758.2644 194.28088 +3759.814 200.5007 +3761.3635 198.33868 +3762.9133 193.27101 +3764.4629 185.12547 +3766.0125 187.2869 +3767.562 189.4375 +3769.1116 184.48312 +3770.6611 193.31172 +3772.2107 197.1035 +3773.7603 184.77156 +3775.3098 194.32918 +3776.8596 194.69775 +3778.4092 188.83943 +3779.9587 190.02385 +3781.5083 188.0623 +3783.0579 191.37215 +3784.6074 192.46725 +3786.157 194.52582 +3787.7065 184.81718 +3789.2561 188.72868 +3790.8057 184.78554 +3792.3555 184.4754 +3793.905 182.42642 +3795.4546 183.58728 +3797.0042 181.52563 +3798.5537 182.58372 +3800.1033 191.78529 +3801.6528 191.91867 +3803.2024 181.51688 +3804.752 185.33089 +3806.3018 185.08112 +3807.8513 186.84225 +3809.4009 184.42084 +3810.9504 187.82349 +3812.5 188.58376 +3814.0496 191.01918 +3815.5991 181.21292 +3817.1487 178.4375 +3818.6982 186.87375 +3820.248 175.5141 +3821.7976 184.03578 +3823.3472 182.37794 +3824.8967 192.62718 +3826.4463 186.38213 +3827.9958 184.54503 +3829.5454 190.26688 +3831.095 194.15675 +3832.6445 188.78897 +3834.1943 185.21959 +3835.7439 186.21568 +3837.2935 184.03218 +3838.843 188.76952 +3840.3926 179.35632 +3841.9421 193.03438 +3843.4917 180.62389 +3845.0413 176.06999 +3846.5908 186.86844 +3848.1404 183.69945 +3849.6902 182.56073 +3851.2397 179.59512 +3852.7893 185.98805 +3854.3389 186.70946 +3855.8884 174.87434 +3857.438 186.34274 +3858.9875 187.05803 +3860.5371 171.54909 +3862.0867 178.41582 +3863.6365 176.70097 +3865.186 180.52675 +3866.7356 183.04718 +3868.2852 175.50903 +3869.8347 183.1324 +3871.3843 185.06331 +3872.9338 181.47212 +3874.4834 179.27957 +3876.033 184.98851 +3877.5828 189.07803 +3879.1323 190.29863 +3880.6819 181.80388 +3882.2314 187.56766 +3883.781 178.8013 +3885.3306 183.05179 +3886.8801 183.04836 +3888.4297 184.2262 +3889.9792 188.27539 +3891.5288 186.68033 +3893.0786 178.01776 +3894.6282 181.43356 +3896.1777 183.42068 +3897.7273 191.14311 +3899.2769 177.71651 +3900.8264 185.26288 +3902.376 175.59813 +3903.9255 177.72476 +3905.4751 174.30342 +3907.0249 179.38428 +3908.5745 177.60161 +3910.124 171.92348 +3911.6736 174.12442 +3913.2231 173.22383 +3914.7727 176.03172 +3916.3223 183.30476 +3917.8718 180.61273 +3919.4214 186.41333 +3920.9712 182.21355 +3922.5208 175.07336 +3924.0703 172.60139 +3925.6199 179.00052 +3927.1694 182.6884 +3928.719 174.42889 +3930.2686 175.24437 +3931.8181 182.07874 +3933.3677 183.87688 +3934.9172 165.29611 +3936.467 172.39162 +3938.0166 174.45291 +3939.5662 176.49243 +3941.1157 186.44449 +3942.6653 181.55644 +3944.2148 177.44612 +3945.7644 176.43462 +3947.314 183.43256 +3948.8635 183.58133 +3950.4133 184.83173 +3951.9629 176.12204 +3953.5125 174.76718 +3955.062 178.04807 +3956.6116 189.54739 +3958.1611 172.82018 +3959.7107 180.99139 +3961.2603 178.03079 +3962.8098 181.98999 +3964.3596 181.43117 +3965.9092 187.91908 +3967.4587 185.82253 +3969.0083 185.81795 +3970.5579 192.85696 +3972.1074 167.33403 +3973.657 189.35272 +3975.2065 177.30643 +3976.7561 178.4377 +3978.3057 180.39703 +3979.8555 179.79263 +3981.405 180.06644 +3982.9546 179.78128 +3984.5042 181.14464 +3986.0537 167.66751 +3987.6033 182.48431 +3989.1528 178.48016 +3990.7024 180.95105 +3992.252 182.80112 +3993.8018 184.79651 +3995.3513 184.08646 +3996.9009 180.88365 +3998.4504 173.86795 +4000 180.28241 diff --git a/examples/rameau_example/raw/Som-14-19.txt b/examples/rameau_example/raw/Som-14-19.txt new file mode 100644 index 0000000..c82984d --- /dev/null +++ b/examples/rameau_example/raw/Som-14-19.txt @@ -0,0 +1,1929 @@ +100 925.22583 +101.98123 1043.4478 +103.96246 1187.4248 +105.9437 1349.8064 +107.92492 1472.7722 +109.90615 1545.9199 +111.88738 1618.1863 +113.86861 1671.3315 +115.84985 1773.303 +117.83108 1816.7216 +119.8123 1856.7169 +121.79353 1849.1754 +123.77477 1860.603 +125.756 1855.4429 +127.73723 1856.7214 +129.71846 1900.4166 +131.69969 1893.2032 +133.68092 1881.9447 +135.66216 1889.9265 +137.64337 1836.4565 +139.6246 1871.635 +141.60583 1869.7988 +143.58707 1846.8857 +145.5683 1838.1637 +147.54953 1830.1979 +149.53076 1815.1215 +151.51199 1807.0874 +153.49323 1796.7361 +155.47446 1785.2029 +157.45569 1774.7494 +159.43692 1750.2811 +161.41814 1766.5369 +163.39937 1748.7974 +165.3806 1742.5294 +167.36183 1702.9359 +169.34306 1699.2915 +171.3243 1729.3516 +173.30553 1708.2136 +175.28676 1690.0404 +177.26799 1685.4362 +179.24922 1679.9408 +181.23045 1680.5791 +183.21169 1671.9497 +185.19292 1664.2257 +187.17413 1653.0227 +189.15536 1623.2467 +191.1366 1627.9777 +193.11783 1646.3483 +195.09906 1618.8876 +197.08029 1585.5787 +199.06152 1585.4016 +201.04276 1567.8397 +203.02399 1565.6138 +205.00522 1578.1929 +206.98645 1545.6144 +208.96768 1537.4246 +210.9489 1527.6351 +212.93013 1543.5533 +214.91136 1560.9833 +216.89259 1554.1135 +218.87383 1546.5624 +220.85506 1538.2189 +222.83629 1529.2512 +224.81752 1522.5016 +226.79875 1493.3236 +228.77998 1515.1058 +230.76122 1520.7474 +232.74245 1498.0918 +234.72366 1495.9656 +236.7049 1513.1969 +238.68613 1515.0519 +240.66736 1495.4961 +242.64859 1471.7878 +244.62982 1445.6161 +246.61105 1447.751 +248.59229 1481.3561 +250.57352 1462.9409 +252.55475 1468.4296 +254.53598 1432.6511 +256.51721 1448.0369 +258.49844 1437.6156 +260.47968 1424.059 +262.46091 1422.8263 +264.44214 1423.9865 +266.42337 1426.531 +268.4046 1416.1042 +270.38583 1418.9702 +272.36703 1411.5292 +274.34827 1402.323 +276.3295 1395.7655 +278.31073 1406.9711 +280.29196 1403.1161 +282.27319 1382.8899 +284.25443 1374.1544 +286.23566 1370.5665 +288.21689 1374.7198 +290.19812 1385.5707 +292.17935 1371.6802 +294.16058 1345.5648 +296.14182 1362.9037 +298.12305 1362.5651 +300.10428 1361.9762 +302.08551 1358.4875 +304.06674 1343.91 +306.04797 1339.2695 +308.02921 1334.601 +310.01044 1330.4445 +311.99167 1329.3779 +313.9729 1317.1162 +315.95413 1305.2795 +317.93536 1322.1967 +319.91656 1329.5792 +321.8978 1319.1079 +323.87903 1305.9177 +325.86026 1305.1781 +327.84149 1293.5862 +329.82272 1282.3293 +331.80396 1264.0071 +333.78519 1274.9128 +335.76642 1287.5212 +337.74765 1280.025 +339.72888 1270.0762 +341.71011 1270.812 +343.69135 1268.4335 +345.67258 1256.7335 +347.65381 1247.3275 +349.63504 1245.0127 +351.61627 1266.7554 +353.5975 1251.8225 +355.57874 1247.5336 +357.55997 1241.2889 +359.5412 1249.4473 +361.52243 1255.0692 +363.50366 1240.0286 +365.48489 1231.7006 +367.46613 1241.8324 +369.44733 1242.6871 +371.42856 1231.843 +373.40979 1237.6444 +375.39102 1232.947 +377.37225 1239.0737 +379.35349 1253.0768 +381.33472 1246.4684 +383.31595 1239.254 +385.29718 1239.3198 +387.27841 1211.1223 +389.25964 1215.9747 +391.24088 1249.5676 +393.22211 1257.6218 +395.20334 1245.3865 +397.18457 1245.1814 +399.1658 1247.6156 +401.14703 1246.684 +403.12827 1265.8079 +405.1095 1268.5978 +407.09073 1256.4668 +409.07196 1253.7257 +411.05319 1272.8807 +413.03442 1264.6459 +415.01566 1245.2584 +416.99686 1258.7767 +418.97809 1260.4501 +420.95932 1259.9126 +422.94055 1263.0494 +424.92178 1263.1447 +426.90302 1254.0671 +428.88425 1245.7568 +430.86548 1261.0128 +432.84671 1274.4175 +434.82794 1279.0466 +436.80917 1264.0006 +438.79041 1280.8439 +440.77164 1282.0564 +442.75287 1277.4127 +444.7341 1281.6495 +446.71533 1288.2083 +448.69656 1287.1292 +450.6778 1298.9668 +452.65903 1299.4913 +454.64026 1289.2758 +456.62149 1287.0426 +458.60272 1290.1152 +460.58395 1294.0448 +462.56519 1299.2174 +464.54642 1296.5183 +466.52762 1278.713 +468.50885 1316.9341 +470.49008 1293.9807 +472.47131 1299.4648 +474.45255 1320.8464 +476.43378 1301.2319 +478.41501 1308.5431 +480.39624 1318.8049 +482.37747 1305.6959 +484.3587 1302.3351 +486.33994 1296.5632 +488.32117 1306.5103 +490.3024 1320.0381 +492.28363 1303.1226 +494.26486 1305.3491 +496.24609 1293.6233 +498.22733 1280.0065 +500.20856 1319.2086 +502.18979 1311.7628 +504.17102 1305.1075 +506.15225 1311.4214 +508.13348 1296.9351 +510.11472 1304.6033 +512.09595 1303.6603 +514.07715 1283.2384 +516.05841 1289.1737 +518.03961 1283.9756 +520.02087 1263.5363 +522.00208 1253.0101 +523.98334 1263.7765 +525.96454 1287.6571 +527.9458 1292.4323 +529.927 1275.7076 +531.90826 1279.7118 +533.88947 1280.3018 +535.87073 1277.1604 +537.85193 1266.0476 +539.83313 1262.2078 +541.81439 1232.3867 +543.79559 1257.3971 +545.77686 1249.9659 +547.75806 1249.0028 +549.73932 1253.1321 +551.72052 1249.15 +553.70178 1241.952 +555.68298 1235.6013 +557.66425 1243.9844 +559.64545 1241.4647 +561.62671 1221.6582 +563.60791 1217.1217 +565.58917 1204.1132 +567.57037 1187.1053 +569.55164 1193.8981 +571.53284 1207.3691 +573.5141 1207.6813 +575.4953 1190.7163 +577.47656 1181.2225 +579.45776 1181.0653 +581.43903 1178.0823 +583.42023 1148.3358 +585.40149 1155.8146 +587.38269 1158.2346 +589.36389 1149.0868 +591.34515 1124.834 +593.32635 1114.9314 +595.30762 1106.8325 +597.28882 1096.1307 +599.27008 1084.224 +601.25128 1073.6165 +603.23254 1074.6685 +605.21375 1054.0825 +607.19501 1023.4567 +609.17621 1036.7554 +611.15747 1027.9818 +613.13867 1002.8163 +615.11993 975.97058 +617.10114 976.63806 +619.0824 986.45483 +621.0636 973.46368 +623.04486 946.14667 +625.02606 955.90137 +627.00732 952.04907 +628.98853 938.87225 +630.96979 930.09442 +632.95099 926.79871 +634.93225 918.96613 +636.91345 910.68042 +638.89465 903.05316 +640.87592 905.76825 +642.85712 906.20422 +644.83838 899.86359 +646.81958 904.93524 +648.80084 897.6908 +650.78204 911.16223 +652.76331 916.00616 +654.74451 911.45911 +656.72577 865.25317 +658.70697 911.21753 +660.68823 929.3103 +662.66943 901.10608 +664.6507 879.01697 +666.6319 902.97668 +668.61316 895.00977 +670.59436 895.41309 +672.57562 907.50519 +674.55682 914.99976 +676.53809 902.4649 +678.51929 906.19354 +680.50055 887.90442 +682.48175 875.64978 +684.46301 883.74792 +686.44421 882.09821 +688.42542 884.45435 +690.40668 890.40735 +692.38788 890.23389 +694.36914 896.09534 +696.35034 887.09308 +698.3316 900.29358 +700.31281 889.00763 +702.29407 887.2395 +704.27527 885.90021 +706.25653 867.01367 +708.23773 850.63959 +710.21899 860.5412 +712.2002 846.10614 +714.18146 852.25671 +716.16266 852.96399 +718.14392 852.9455 +720.12512 837.94568 +722.10638 828.63922 +724.08759 825.4292 +726.06885 832.69513 +728.05005 819.5224 +730.03131 817.28003 +732.01251 814.30231 +733.99371 801.91388 +735.97498 793.65784 +737.95618 787.35559 +739.93744 792.7489 +741.91864 802.48315 +743.8999 793.52356 +745.8811 775.63171 +747.86237 770.03461 +749.84357 777.93579 +751.82483 772.30804 +753.80603 761.97906 +755.78729 768.38416 +757.76849 758.5921 +759.74976 749.60486 +761.73096 753.70886 +763.71222 739.34668 +765.69342 728.24036 +767.67468 732.79803 +769.65588 728.08948 +771.63715 741.11682 +773.61835 719.60712 +775.59961 696.42499 +777.58081 709.69208 +779.56207 689.22131 +781.54327 690.39679 +783.52448 682.47351 +785.50574 687.20007 +787.48694 688.89734 +789.4682 681.90045 +791.4494 676.94171 +793.43066 673.48083 +795.41187 665.34558 +797.39313 661.54321 +799.37433 664.14142 +801.35559 670.6427 +803.33679 662.42566 +805.31805 648.90894 +807.29926 655.4848 +809.28052 667.69849 +811.26172 669.44397 +813.24298 667.36975 +815.22418 663.97455 +817.20544 659.42133 +819.18665 676.52124 +821.16791 680.37439 +823.14911 682.87195 +825.13037 662.58325 +827.11157 697.26953 +829.09283 681.81195 +831.07404 694.38251 +833.05524 709.41254 +835.0365 699.40588 +837.0177 705.63452 +838.99896 715.18219 +840.98016 724.151 +842.96143 728.83429 +844.94263 746.73517 +846.92389 761.88684 +848.90509 785.37744 +850.88635 787.63824 +852.86755 799.10614 +854.84882 781.62311 +856.83002 806.71252 +858.81128 825.86346 +860.79248 806.56744 +862.77374 831.96417 +864.75494 861.59027 +866.73621 871.47125 +868.71741 879.8103 +870.69867 895.77478 +872.67987 912.42511 +874.66113 922.71533 +876.64233 927.31262 +878.6236 936.34546 +880.6048 950.3963 +882.586 944.80389 +884.56726 949.25403 +886.54846 969.86438 +888.52972 982.62915 +890.51093 991.50732 +892.49219 995.02783 +894.47339 998.36346 +896.45465 1016.0289 +898.43585 1020.4869 +900.41711 1010.2297 +902.39832 1025.396 +904.37958 1018.7503 +906.36078 1037.1646 +908.34204 1065.9109 +910.32324 1062.2865 +912.3045 1057.5875 +914.28571 1076.5945 +916.26697 1050.6337 +918.24817 1078.0197 +920.22943 1076.4996 +922.21063 1085.3918 +924.19189 1087.4506 +926.1731 1102.2097 +928.15436 1111.599 +930.13556 1076.0135 +932.11676 1090.6422 +934.09802 1083.0355 +936.07922 1080.6998 +938.06049 1068.7108 +940.04169 1101.8864 +942.02295 1083.9368 +944.00415 1090.0632 +945.98541 1093.7524 +947.96661 1099.0806 +949.94788 1099.6356 +951.92908 1105.8895 +953.91034 1120.4989 +955.89154 1110.5891 +957.8728 1100.1987 +959.854 1116.7521 +961.83527 1125.506 +963.81647 1084.1947 +965.79773 1090.444 +967.77893 1105.8778 +969.76019 1105.8802 +971.74139 1089.5685 +973.72266 1088.8021 +975.70386 1092.0471 +977.68506 1078.2458 +979.66632 1083.0829 +981.64752 1078.0302 +983.62878 1063.6595 +985.60999 1073.0636 +987.59125 1048.2234 +989.57245 1057.5724 +991.55371 1077.2787 +993.53491 1044.3206 +995.51617 1022.3344 +997.49738 1043.4788 +999.47864 1041.5715 +1001.4598 1024.498 +1003.4411 1006.7114 +1005.4223 1010.3586 +1007.4036 1020.2882 +1009.3848 992.52576 +1011.366 971.28955 +1013.3472 977.354 +1015.3285 973.65381 +1017.3097 980.40137 +1019.291 962.48627 +1021.2722 947.58252 +1023.2534 950.25183 +1025.2346 929.48059 +1027.2158 931.84467 +1029.197 927.51587 +1031.1783 924.55841 +1033.1595 908.83002 +1035.1407 907.57501 +1037.1219 900.52472 +1039.1033 889.53662 +1041.0845 869.48901 +1043.0657 865.19702 +1045.0469 860.58276 +1047.0282 839.0285 +1049.0094 814.61591 +1050.9906 821.66748 +1052.9718 817.383 +1054.9531 801.03052 +1056.9343 800.16058 +1058.9155 786.88025 +1060.8967 762.21002 +1062.8781 752.32196 +1064.8593 748.86188 +1066.8405 734.45941 +1068.8217 707.16107 +1070.803 713.51184 +1072.7842 721.66742 +1074.7654 703.53333 +1076.7466 691.94995 +1078.7278 680.2616 +1080.7091 670.20044 +1082.6903 652.53076 +1084.6715 658.31714 +1086.6527 654.20038 +1088.634 639.15399 +1090.6152 625.04413 +1092.5964 610.81891 +1094.5776 603.49506 +1096.559 582.10779 +1098.5402 575.38873 +1100.5214 580.64441 +1102.5026 574.37335 +1104.4839 558.74756 +1106.4651 555.88141 +1108.4463 542.85223 +1110.4275 536.32813 +1112.4088 549.39471 +1114.39 533.49847 +1116.3712 505.74997 +1118.3524 504.65384 +1120.3337 501.11554 +1122.3149 509.06747 +1124.2961 490.92407 +1126.2773 487.27371 +1128.2585 488.30551 +1130.2399 480.47098 +1132.2211 472.57513 +1134.2023 470.27289 +1136.1835 459.44366 +1138.1648 456.60577 +1140.146 452.09427 +1142.1272 441.86563 +1144.1084 433.32791 +1146.0897 419.43619 +1148.0709 429.83456 +1150.0521 429.90869 +1152.0333 424.12152 +1154.0146 420.55386 +1155.9958 411.74689 +1157.9771 411.23459 +1159.9583 405.15219 +1161.9396 409.03659 +1163.9208 416.07336 +1165.902 403.03165 +1167.8832 386.8353 +1169.8645 402.50491 +1171.8457 390.63885 +1173.8269 387.31052 +1175.8081 375.84418 +1177.7893 372.72531 +1179.7706 377.85541 +1181.7518 360.36642 +1183.733 363.53159 +1185.7142 368.56998 +1187.6956 372.49399 +1189.6768 331.25958 +1191.658 358.2442 +1193.6392 362.97452 +1195.6205 374.62518 +1197.6017 368.78375 +1199.5829 365.69238 +1201.5641 354.98822 +1203.5454 349.8598 +1205.5266 345.83984 +1207.5078 330.9068 +1209.489 336.93799 +1211.4703 337.61246 +1213.4515 342.54208 +1215.4327 346.30557 +1217.4139 333.80142 +1219.3953 337.41666 +1221.3765 340.2402 +1223.3577 342.31415 +1225.3389 335.18304 +1227.3201 331.05115 +1229.3014 338.50833 +1231.2826 344.00482 +1233.2638 341.14774 +1235.245 333.41809 +1237.2263 333.24661 +1239.2075 333.48288 +1241.1887 331.50592 +1243.1699 330.92111 +1245.1512 321.36078 +1247.1324 330.65106 +1249.1136 331.92181 +1251.0948 326.79398 +1253.0762 325.02371 +1255.0574 321.4371 +1257.0386 319.3085 +1259.0198 324.08246 +1261.0011 333.91843 +1262.9823 331.474 +1264.9635 323.05826 +1266.9447 327.66739 +1268.926 324.5621 +1270.9072 326.32065 +1272.8884 331.80533 +1274.8696 324.1626 +1276.8508 327.20966 +1278.8322 333.97165 +1280.8134 320.62796 +1282.7946 320.53867 +1284.7758 325.56778 +1286.7571 329.79431 +1288.7383 313.72455 +1290.7195 322.6795 +1292.7007 315.11038 +1294.682 327.70972 +1296.6632 307.36533 +1298.6444 319.48294 +1300.6256 326.84027 +1302.6069 317.08337 +1304.5881 330.91055 +1306.5693 323.51642 +1308.5505 335.66061 +1310.5319 314.81323 +1312.5131 329.81628 +1314.4943 319.06305 +1316.4755 316.59039 +1318.4567 318.11127 +1320.438 315.99744 +1322.4192 330.97653 +1324.4004 328.78922 +1326.3816 328.23828 +1328.3629 327.42105 +1330.3441 316.83633 +1332.3253 311.56018 +1334.3065 317.34247 +1336.2878 321.81128 +1338.269 317.20703 +1340.2502 321.76965 +1342.2314 317.48581 +1344.2128 323.48526 +1346.194 306.15698 +1348.1752 305.50662 +1350.1564 309.56149 +1352.1377 318.94763 +1354.1189 317.59113 +1356.1001 332.42126 +1358.0813 320.88177 +1360.0626 308.58887 +1362.0438 319.6615 +1364.025 315.96747 +1366.0062 304.4816 +1367.9874 317.7952 +1369.9688 323.85208 +1371.95 307.64151 +1373.9312 313.91684 +1375.9124 312.66666 +1377.8937 322.86856 +1379.8749 323.14493 +1381.8561 311.56219 +1383.8373 318.36426 +1385.8186 318.99652 +1387.7998 324.67804 +1389.781 330.2645 +1391.7622 329.15134 +1393.7435 319.888 +1395.7247 320.30298 +1397.7059 316.09131 +1399.6871 318.00137 +1401.6685 318.95685 +1403.6497 312.93329 +1405.6309 319.21509 +1407.6121 318.09955 +1409.5934 318.56555 +1411.5746 320.26859 +1413.5558 319.73352 +1415.537 318.06039 +1417.5182 316.9722 +1419.4995 325.91116 +1421.4807 320.80551 +1423.4619 326.54703 +1425.4431 314.81766 +1427.4244 313.31918 +1429.4056 317.04684 +1431.3868 317.72607 +1433.368 324.99063 +1435.3494 322.54065 +1437.3306 323.12296 +1439.3118 318.13229 +1441.293 321.21661 +1443.2743 322.87125 +1445.2555 313.50949 +1447.2367 323.70584 +1449.2179 335.74872 +1451.1992 334.50534 +1453.1804 321.82025 +1455.1616 316.12149 +1457.1428 316.48499 +1459.1241 302.05737 +1461.1053 308.65146 +1463.0865 315.42313 +1465.0677 320.29123 +1467.049 314.94586 +1469.0303 314.97739 +1471.0115 323.0592 +1472.9927 327.24973 +1474.9739 316.31534 +1476.9552 315.80414 +1478.9364 312.95447 +1480.9176 320.1485 +1482.8988 319.94971 +1484.8801 312.43832 +1486.8613 312.06436 +1488.8425 302.96616 +1490.8237 306.85028 +1492.8051 308.50943 +1494.7863 308.77216 +1496.7675 315.71152 +1498.7487 325.70786 +1500.73 315.34891 +1502.7112 311.5235 +1504.6924 309.37064 +1506.6736 321.92984 +1508.6549 296.58078 +1510.6361 327.28201 +1512.6173 312.80545 +1514.5985 311.63107 +1516.5797 314.09976 +1518.561 305.345 +1520.5422 296.73129 +1522.5234 305.92584 +1524.5046 303.75873 +1526.486 312.1012 +1528.4672 309.74945 +1530.4484 307.0795 +1532.4296 316.00992 +1534.4109 312.17133 +1536.3921 308.68912 +1538.3733 311.44098 +1540.3545 308.59131 +1542.3358 307.52197 +1544.317 308.07037 +1546.2982 322.15195 +1548.2794 310.07584 +1550.2607 308.11618 +1552.2419 299.06046 +1554.2231 299.24576 +1556.2043 299.39258 +1558.1857 311.23105 +1560.1669 300.82462 +1562.1481 305.61298 +1564.1293 310.27142 +1566.1105 309.36475 +1568.0918 310.16003 +1570.073 304.59131 +1572.0542 301.63513 +1574.0354 303.41199 +1576.0167 298.1174 +1577.9979 301.83765 +1579.9791 305.59637 +1581.9603 303.10831 +1583.9417 302.9415 +1585.9229 308.48709 +1587.9041 297.93799 +1589.8853 299.349 +1591.8666 305.66791 +1593.8478 300.59378 +1595.829 295.90677 +1597.8102 303.05002 +1599.7915 293.00299 +1601.7727 290.56937 +1603.7539 289.89505 +1605.7351 298.96207 +1607.7164 305.7431 +1609.6976 305.53171 +1611.6788 293.09909 +1613.66 293.30637 +1615.6412 284.51965 +1617.6226 295.80688 +1619.6038 306.15192 +1621.585 295.93707 +1623.5662 301.43555 +1625.5475 297.92609 +1627.5287 296.91565 +1629.5099 299.73965 +1631.4911 297.6713 +1633.4724 290.18323 +1635.4536 293.34622 +1637.4348 299.60648 +1639.416 297.76971 +1641.3973 299.95377 +1643.3785 300.10193 +1645.3597 284.62973 +1647.3409 291.63235 +1649.3223 295.64877 +1651.3035 298.71213 +1653.2847 304.15482 +1655.2659 296.79678 +1657.2472 299.52231 +1659.2284 294.298 +1661.2096 294.94995 +1663.1908 289.7301 +1665.172 288.77057 +1667.1533 287.85645 +1669.1345 284.09317 +1671.1157 288.63815 +1673.0969 285.59277 +1675.0782 281.29846 +1677.0594 297.11829 +1679.0406 278.13614 +1681.0219 283.43912 +1683.0032 285.25775 +1684.9844 281.10818 +1686.9656 278.70529 +1688.9468 285.99033 +1690.9281 291.30984 +1692.9093 285.80261 +1694.8905 284.05328 +1696.8717 284.41254 +1698.853 271.4534 +1700.8342 275.8446 +1702.8154 278.82758 +1704.7966 285.61154 +1706.778 271.79153 +1708.7592 280.52826 +1710.7404 288.53851 +1712.7216 297.10965 +1714.7028 279.53046 +1716.6841 271.87622 +1718.6653 283.68607 +1720.6465 278.85245 +1722.6277 276.9202 +1724.609 287.64212 +1726.5902 284.61691 +1728.5714 278.76248 +1730.5526 277.93799 +1732.5339 272.72092 +1734.5151 286.46133 +1736.4963 278.85571 +1738.4775 277.72607 +1740.4589 279.24365 +1742.4401 281.5502 +1744.4213 279.31961 +1746.4025 278.27829 +1748.3838 274.12683 +1750.365 276.08029 +1752.3462 273.91141 +1754.3274 273.4137 +1756.3087 272.99112 +1758.2899 262.25244 +1760.2711 266.49927 +1762.2523 272.25647 +1764.2335 259.68106 +1766.2148 273.25595 +1768.196 272.48447 +1770.1772 273.89816 +1772.1584 271.84286 +1774.1398 268.30353 +1776.121 271.38583 +1778.1022 279.82712 +1780.0834 270.87891 +1782.0647 269.13455 +1784.0459 270.72952 +1786.0271 274.22061 +1788.0083 270.06744 +1789.9896 267.4415 +1791.9708 268.13071 +1793.952 271.75204 +1795.9332 270.9415 +1797.9146 262.0228 +1799.8958 264.85889 +1801.877 269.16684 +1803.8582 267.79877 +1805.8394 271.64783 +1807.8207 271.8382 +1809.8019 267.14862 +1811.7831 273.73343 +1813.7643 279.35336 +1815.7456 271.35156 +1817.7268 268.17758 +1819.708 270.49527 +1821.6892 263.94409 +1823.6705 256.36581 +1825.6517 258.03464 +1827.6329 267.71436 +1829.6141 259.85989 +1831.5955 260.97272 +1833.5767 265.78018 +1835.5579 253.81718 +1837.5391 250.269 +1839.5204 256.57358 +1841.5016 265.21255 +1843.4828 262.07956 +1845.464 266.28055 +1847.4453 263.22095 +1849.4265 269.41739 +1851.4077 272.39713 +1853.3889 254.99219 +1855.3701 248.70953 +1857.3514 249.38974 +1859.3326 260.41431 +1861.3138 265.0961 +1863.295 259.77939 +1865.2764 252.61969 +1867.2576 264.31265 +1869.2388 258.80606 +1871.22 258.87286 +1873.2013 248.34918 +1875.1825 248.9971 +1877.1637 252.95171 +1879.1449 264.35217 +1881.1262 254.58003 +1883.1074 248.50496 +1885.0886 249.5907 +1887.0698 253.62808 +1889.0511 253.50877 +1891.0323 255.6111 +1893.0135 256.754 +1894.9948 258.58279 +1896.9761 248.00343 +1898.9573 262.36877 +1900.9385 257.00012 +1902.9197 267.19083 +1904.9009 260.81531 +1906.8822 254.2261 +1908.8634 257.49728 +1910.8446 259.53366 +1912.8258 253.67223 +1914.8071 258.68289 +1916.7883 251.25508 +1918.7695 260.23068 +1920.7507 251.23656 +1922.7321 262.15402 +1924.7133 256.84402 +1926.6945 257.77286 +1928.6757 256.59241 +1930.657 255.28848 +1932.6382 272.41809 +1934.6194 249.30412 +1936.6006 258.6503 +1938.5819 245.01033 +1940.5631 254.6998 +1942.5443 247.62833 +1944.5255 243.6129 +1946.5068 255.93723 +1948.488 254.05573 +1950.4692 259.2984 +1952.4504 263.73279 +1954.4316 265.00702 +1956.413 253.62187 +1958.3942 255.69777 +1960.3754 260.15854 +1962.3566 259.44077 +1964.3379 254.11002 +1966.3191 247.35281 +1968.3003 245.97592 +1970.2815 246.22746 +1972.2628 257.25354 +1974.244 249.80272 +1976.2252 239.04401 +1978.2064 253.76532 +1980.1877 258.41522 +1982.1689 263.30792 +1984.1501 257.10275 +1986.1313 248.33566 +1988.1127 260.38632 +1990.0939 258.62949 +1992.0751 256.94867 +1994.0563 254.76044 +1996.0376 249.35435 +1998.0188 251.08356 +2000 252.53851 +2500 231.08588 +2501.5496 234.92247 +2503.0991 233.63492 +2504.6487 231.48239 +2506.1982 228.77258 +2507.748 228.25893 +2509.2976 238.5291 +2510.8472 226.97318 +2512.3967 231.38747 +2513.9463 236.78592 +2515.4958 232.72838 +2517.0454 225.59633 +2518.595 229.46381 +2520.1445 241.55106 +2521.6943 244.73225 +2523.2439 233.05611 +2524.7935 221.8956 +2526.343 220.67879 +2527.8926 224.79074 +2529.4421 214.1277 +2530.9917 234.04395 +2532.5413 226.93716 +2534.0908 229.35088 +2535.6404 235.71945 +2537.1902 239.78104 +2538.7397 237.93355 +2540.2893 230.17937 +2541.8389 227.3862 +2543.3884 236.00854 +2544.938 234.82394 +2546.4875 240.25005 +2548.0371 230.03618 +2549.5867 239.95938 +2551.1365 237.2845 +2552.686 236.81821 +2554.2356 233.0266 +2555.7852 236.0657 +2557.3347 238.18358 +2558.8843 233.05188 +2560.4338 234.52271 +2561.9834 240.85547 +2563.533 231.2352 +2565.0828 230.94351 +2566.6323 226.44946 +2568.1819 233.28447 +2569.7314 221.57007 +2571.281 230.34181 +2572.8306 224.26859 +2574.3801 220.63437 +2575.9297 224.78845 +2577.4792 225.89154 +2579.0288 224.97687 +2580.5786 225.2787 +2582.1282 222.42822 +2583.6777 237.55585 +2585.2273 230.49707 +2586.7769 230.26559 +2588.3264 236.36044 +2589.876 224.04616 +2591.4255 221.65102 +2592.9751 230.36139 +2594.5249 233.68095 +2596.0745 234.7908 +2597.624 234.10466 +2599.1736 228.36467 +2600.7231 226.58832 +2602.2727 225.23969 +2603.8223 230.36195 +2605.3718 244.07578 +2606.9214 221.8898 +2608.4712 236.75928 +2610.0208 226.69055 +2611.5703 202.63625 +2613.1199 217.52992 +2614.6694 229.76183 +2616.219 224.19934 +2617.7686 220.48438 +2619.3181 227.22829 +2620.8677 233.11467 +2622.4172 224.19113 +2623.967 232.153 +2625.5166 229.74205 +2627.0662 235.06888 +2628.6157 223.05678 +2630.1653 231.9101 +2631.7148 228.22546 +2633.2644 237.5811 +2634.814 234.47571 +2636.3635 223.23318 +2637.9133 225.13358 +2639.4629 233.8812 +2641.0125 229.96165 +2642.562 225.05119 +2644.1116 241.13966 +2645.6611 231.23888 +2647.2107 229.14603 +2648.7603 237.73602 +2650.3098 215.19553 +2651.8596 226.42165 +2653.4092 228.60237 +2654.9587 231.6188 +2656.5083 231.66969 +2658.0579 231.03285 +2659.6074 224.8347 +2661.157 222.36353 +2662.7065 231.58699 +2664.2561 228.76019 +2665.8057 215.13838 +2667.3555 227.69299 +2668.905 226.45049 +2670.4546 230.40848 +2672.0042 219.3558 +2673.5537 236.54391 +2675.1033 243.19257 +2676.6528 225.64331 +2678.2024 220.58994 +2679.752 232.23978 +2681.3018 236.05414 +2682.8513 233.98476 +2684.4009 237.03119 +2685.9504 232.99796 +2687.5 222.90674 +2689.0496 231.27132 +2690.5991 231.46925 +2692.1487 232.35152 +2693.6982 235.27698 +2695.248 234.03366 +2696.7976 225.53801 +2698.3472 214.17058 +2699.8967 219.68437 +2701.4463 225.16078 +2702.9958 220.52525 +2704.5454 225.76424 +2706.095 227.59241 +2707.6445 220.13715 +2709.1943 224.77972 +2710.7439 229.15619 +2712.2935 232.59595 +2713.843 233.32265 +2715.3926 227.64529 +2716.9421 231.96608 +2718.4917 222.94354 +2720.0413 228.86089 +2721.5908 229.97701 +2723.1404 231.02251 +2724.6902 233.24371 +2726.2397 229.52684 +2727.7893 226.63229 +2729.3389 228.40271 +2730.8884 228.11461 +2732.438 223.42447 +2733.9875 223.09572 +2735.5371 229.4516 +2737.0867 226.83923 +2738.6365 218.70235 +2740.186 227.00414 +2741.7356 216.6687 +2743.2852 229.6058 +2744.8347 230.39786 +2746.3843 233.532 +2747.9338 233.78415 +2749.4834 225.55988 +2751.033 233.40947 +2752.5828 228.6581 +2754.1323 221.60458 +2755.6819 227.88933 +2757.2314 231.11203 +2758.781 230.75485 +2760.3306 234.3531 +2761.8801 224.78429 +2763.4297 226.07198 +2764.9792 217.77963 +2766.5288 233.06654 +2768.0786 223.77673 +2769.6282 235.33934 +2771.1777 227.55225 +2772.7273 219.74921 +2774.2769 230.43945 +2775.8264 230.10188 +2777.376 232.50183 +2778.9255 235.46727 +2780.4751 232.19275 +2782.0249 226.22896 +2783.5745 226.56659 +2785.124 230.89072 +2786.6736 230.8943 +2788.2231 232.59631 +2789.7727 233.43982 +2791.3223 234.41864 +2792.8718 234.68346 +2794.4214 225.15903 +2795.9712 221.73993 +2797.5208 228.26544 +2799.0703 222.21387 +2800.6199 224.65428 +2802.1694 230.38486 +2803.719 216.82875 +2805.2686 223.05086 +2806.8181 228.5799 +2808.3677 227.76802 +2809.9172 230.96124 +2811.467 230.74701 +2813.0166 226.62503 +2814.5662 224.6619 +2816.1157 220.09825 +2817.6653 222.27408 +2819.2148 222.72929 +2820.7644 226.56137 +2822.314 224.2261 +2823.8635 240.85049 +2825.4133 237.76692 +2826.9629 217.3479 +2828.5125 220.37909 +2830.062 223.66147 +2831.6116 224.81476 +2833.1611 224.47227 +2834.7107 228.24559 +2836.2603 230.98421 +2837.8098 228.76654 +2839.3596 224.0619 +2840.9092 224.88309 +2842.4587 230.45824 +2844.0083 231.31432 +2845.5579 232.38551 +2847.1074 235.89323 +2848.657 221.07922 +2850.2065 217.6601 +2851.7561 224.43817 +2853.3057 227.42618 +2854.8555 215.9726 +2856.405 225.01442 +2857.9546 226.29663 +2859.5042 230.92627 +2861.0537 221.62572 +2862.6033 223.70418 +2864.1528 228.8868 +2865.7024 228.35841 +2867.252 225.6557 +2868.8018 231.4621 +2870.3513 232.10638 +2871.9009 224.96623 +2873.4504 224.69756 +2875 228.38818 +2876.5496 227.63232 +2878.0991 224.55133 +2879.6487 218.21075 +2881.1982 222.14191 +2882.748 227.13779 +2884.2976 219.21127 +2885.8472 232.40466 +2887.3967 222.43678 +2888.9463 223.98311 +2890.4958 228.9614 +2892.0454 231.27705 +2893.595 213.29091 +2895.1445 220.00374 +2896.6943 225.8136 +2898.2439 221.34363 +2899.7935 231.96176 +2901.343 241.47212 +2902.8926 230.83829 +2904.4421 226.47516 +2905.9917 225.02499 +2907.5413 226.47803 +2909.0908 226.50383 +2910.6404 222.4866 +2912.1902 228.01508 +2913.7397 226.3683 +2915.2893 234.47742 +2916.8389 231.74496 +2918.3884 228.79906 +2919.938 218.70444 +2921.4875 226.96709 +2923.0371 225.53702 +2924.5867 228.38412 +2926.1365 237.62721 +2927.686 220.73033 +2929.2356 225.19954 +2930.7852 226.31023 +2932.3347 213.76437 +2933.8843 231.98679 +2935.4338 229.31393 +2936.9834 227.08466 +2938.533 224.04759 +2940.0828 230.90804 +2941.6323 231.5386 +2943.1819 225.48491 +2944.7314 225.7672 +2946.281 225.9227 +2947.8306 224.53169 +2949.3801 226.39862 +2950.9297 225.13481 +2952.4792 219.50458 +2954.0288 215.86197 +2955.5786 223.71855 +2957.1282 227.97667 +2958.6777 228.91747 +2960.2273 218.30386 +2961.7769 224.17865 +2963.3264 222.30838 +2964.876 223.46057 +2966.4255 232.27432 +2967.9751 222.73392 +2969.5249 227.18799 +2971.0745 226.63374 +2972.624 229.36742 +2974.1736 231.30412 +2975.7231 229.29782 +2977.2727 220.1691 +2978.8223 221.50101 +2980.3718 226.37677 +2981.9214 221.06754 +2983.4712 222.49284 +2985.0208 216.56093 +2986.5703 221.98883 +2988.1199 226.48108 +2989.6694 225.19208 +2991.219 229.47713 +2992.7686 227.06998 +2994.3181 228.53438 +2995.8677 232.48846 +2997.4172 230.32457 +2998.967 232.09801 +3000.5166 228.18935 +3002.0662 228.49715 +3003.6157 232.07361 +3005.1653 228.09763 +3006.7148 229.23016 +3008.2644 232.91194 +3009.814 227.0154 +3011.3635 225.2995 +3012.9133 226.87898 +3014.4629 223.23953 +3016.0125 237.24385 +3017.562 229.70294 +3019.1116 233.83838 +3020.6611 229.28778 +3022.2107 223.03255 +3023.7603 216.61252 +3025.3098 227.49001 +3026.8596 226.00777 +3028.4092 225.63159 +3029.9587 229.81741 +3031.5083 237.28618 +3033.0579 235.93346 +3034.6074 227.29337 +3036.157 228.29282 +3037.7065 224.08452 +3039.2561 222.96983 +3040.8057 225.95116 +3042.3555 228.09009 +3043.905 232.87529 +3045.4546 228.77946 +3047.0042 230.24236 +3048.5537 232.87372 +3050.1033 222.62494 +3051.6528 226.93019 +3053.2024 224.60735 +3054.752 228.63776 +3056.3018 230.78746 +3057.8513 220.64362 +3059.4009 234.92918 +3060.9504 222.09781 +3062.5 220.25124 +3064.0496 215.59039 +3065.5991 234.46986 +3067.1487 229.79704 +3068.6982 232.48177 +3070.248 227.57504 +3071.7976 219.14423 +3073.3472 225.95999 +3074.8967 228.01411 +3076.4463 227.67513 +3077.9958 216.58936 +3079.5454 230.89685 +3081.095 240.98724 +3082.6445 222.58246 +3084.1943 224.00543 +3085.7439 226.05972 +3087.2935 238.40509 +3088.843 235.60387 +3090.3926 232.80672 +3091.9421 232.36549 +3093.4917 239.09251 +3095.0413 223.96609 +3096.5908 227.33328 +3098.1404 233.26653 +3099.6902 224.53326 +3101.2397 225.98868 +3102.7893 231.76591 +3104.3389 235.58727 +3105.8884 233.23807 +3107.438 228.93637 +3108.9875 227.18214 +3110.5371 226.68982 +3112.0867 229.18349 +3113.6365 226.73044 +3115.186 226.05838 +3116.7356 232.7935 +3118.2852 238.20782 +3119.8347 242.37523 +3121.3843 244.39575 +3122.9338 239.58304 +3124.4834 234.63203 +3126.033 231.59036 +3127.5828 231.48387 +3129.1323 234.83269 +3130.6819 234.20021 +3132.2314 238.68309 +3133.781 221.78723 +3135.3306 233.62622 +3136.8801 227.11702 +3138.4297 231.31306 +3139.9792 230.66864 +3141.5288 233.79788 +3143.0786 236.71446 +3144.6282 234.26672 +3146.1777 225.45695 +3147.7273 239.59229 +3149.2769 226.05992 +3150.8264 243.36801 +3152.376 246.89288 +3153.9255 240.85608 +3155.4751 233.07294 +3157.0249 245.8326 +3158.5745 238.18379 +3160.124 232.52257 +3161.6736 246.3244 +3163.2231 243.90227 +3164.7727 243.17549 +3166.3223 236.25511 +3167.8718 243.27487 +3169.4214 241.73471 +3170.9712 231.64644 +3172.5208 234.4994 +3174.0703 248.425 +3175.6199 227.07883 +3177.1694 234.56216 +3178.719 241.81223 +3180.2686 244.5743 +3181.8181 234.74455 +3183.3677 237.44965 +3184.9172 239.76884 +3186.467 241.80846 +3188.0166 234.03796 +3189.5662 240.59647 +3191.1157 248.08501 +3192.6653 242.59721 +3194.2148 243.88777 +3195.7644 238.72935 +3197.314 247.01587 +3198.8635 237.70244 +3200.4133 238.81227 +3201.9629 241.62213 +3203.5125 240.83987 +3205.062 233.82452 +3206.6116 231.38428 +3208.1611 242.98099 +3209.7107 243.26837 +3211.2603 239.48515 +3212.8098 237.38647 +3214.3596 237.86763 +3215.9092 241.38585 +3217.4587 242.09732 +3219.0083 243.73564 +3220.5579 236.39352 +3222.1074 229.51852 +3223.657 243.62634 +3225.2065 251.02466 +3226.7561 242.71866 +3228.3057 242.2766 +3229.8555 245.10339 +3231.405 244.60542 +3232.9546 242.79387 +3234.5042 236.43886 +3236.0537 237.48671 +3237.6033 241.8833 +3239.1528 238.32304 +3240.7024 241.18539 +3242.252 243.59846 +3243.8018 236.97701 +3245.3513 230.62822 +3246.9009 237.51453 +3248.4504 247.81978 +3250 246.33467 +3251.5496 248.27806 +3253.0991 245.87973 +3254.6487 238.22432 +3256.1982 231.11394 +3257.748 231.87486 +3259.2976 240.40973 +3260.8472 240.15627 +3262.3967 240.73254 +3263.9463 243.87979 +3265.4958 242.54265 +3267.0454 237.08025 +3268.595 239.39641 +3270.1445 243.72891 +3271.6943 241.7417 +3273.2439 239.21645 +3274.7935 248.32419 +3276.343 251.34439 +3277.8926 240.48561 +3279.4421 237.51782 +3280.9917 239.23087 +3282.5413 242.50728 +3284.0908 246.45686 +3285.6404 249.68353 +3287.1902 244.28131 +3288.7397 244.02588 +3290.2893 245.55281 +3291.8389 235.34537 +3293.3884 237.26245 +3294.938 242.09877 +3296.4875 242.95435 +3298.0371 249.40758 +3299.5867 249.72818 +3301.1365 252.58676 +3302.686 248.64421 +3304.2356 252.10551 +3305.7852 253.70038 +3307.3347 241.65645 +3308.8843 240.28822 +3310.4338 243.83121 +3311.9834 247.55937 +3313.533 252.84839 +3315.0828 249.11539 +3316.6323 251.37604 +3318.1819 254.46733 +3319.7314 252.87503 +3321.281 263.56631 +3322.8306 259.7276 +3324.3801 255.17941 +3325.9297 254.43469 +3327.4792 249.42412 +3329.0288 253.60168 +3330.5786 252.71396 +3332.1282 241.59244 +3333.6777 245.71616 +3335.2273 247.03877 +3336.7769 263.11627 +3338.3264 258.26367 +3339.876 260.8873 +3341.4255 265.05875 +3342.9751 257.40378 +3344.5249 257.76617 +3346.0745 259.15958 +3347.624 260.69022 +3349.1736 261.32681 +3350.7231 259.81195 +3352.2727 244.25928 +3353.8223 254.08965 +3355.3718 255.43661 +3356.9214 259.04501 +3358.4712 260.51202 +3360.0208 256.90506 +3361.5703 271.12802 +3363.1199 258.53918 +3364.6694 259.04309 +3366.219 272.5155 +3367.7686 265.01724 +3369.3181 254.0811 +3370.8677 271.15591 +3372.4172 266.69394 +3373.967 249.66069 +3375.5166 275.56503 +3377.0662 266.98605 +3378.6157 272.37628 +3380.1653 269.17606 +3381.7148 264.70096 +3383.2644 258.94357 +3384.814 260.01221 +3386.3635 256.24902 +3387.9133 257.84546 +3389.4629 272.26035 +3391.0125 255.71393 +3392.562 260.76541 +3394.1116 258.63165 +3395.6611 257.11777 +3397.2107 265.65427 +3398.7603 261.02551 +3400.3098 269.92163 +3401.8596 270.41617 +3403.4092 264.93594 +3404.9587 268.16324 +3406.5083 270.6817 +3408.0579 273.10156 +3409.6074 270.78067 +3411.157 283.58325 +3412.7065 272.93381 +3414.2561 263.73502 +3415.8057 271.78909 +3417.3555 269.24844 +3418.905 268.18649 +3420.4546 270.3132 +3422.0042 275.87305 +3423.5537 278.12518 +3425.1033 275.11325 +3426.6528 268.41592 +3428.2024 270.2709 +3429.752 276.1897 +3431.3018 278.66641 +3432.8513 277.53766 +3434.4009 280.54865 +3435.9504 283.36948 +3437.5 282.7562 +3439.0496 276.79047 +3440.5991 271.41177 +3442.1487 279.1225 +3443.6982 273.44186 +3445.248 290.935 +3446.7976 289.1113 +3448.3472 271.85968 +3449.8967 281.44571 +3451.4463 294.25537 +3452.9958 290.66113 +3454.5454 294.44919 +3456.095 294.52505 +3457.6445 282.40811 +3459.1943 288.02228 +3460.7439 296.1012 +3462.2935 290.45767 +3463.843 292.30484 +3465.3926 282.29916 +3466.9421 284.18228 +3468.4917 293.8342 +3470.0413 285.56302 +3471.5908 293.31989 +3473.1404 278.35828 +3474.6902 291.47324 +3476.2397 285.50027 +3477.7893 298.91873 +3479.3389 304.84506 +3480.8884 298.98407 +3482.438 299.81586 +3483.9875 292.13995 +3485.5371 303.30057 +3487.0867 307.99481 +3488.6365 304.29324 +3490.186 300.00388 +3491.7356 304.68387 +3493.2852 312.35162 +3494.8347 305.18311 +3496.3843 301.41531 +3497.9338 304.30762 +3499.4834 308.64432 +3501.033 308.85056 +3502.5828 313.08209 +3504.1323 307.39243 +3505.6819 310.42087 +3507.2314 304.82635 +3508.781 322.75839 +3510.3306 321.09583 +3511.8801 314.582 +3513.4297 330.80035 +3514.9792 302.16519 +3516.5288 317.24261 +3518.0786 311.92142 +3519.6282 331.83121 +3521.1777 335.35992 +3522.7273 322.983 +3524.2769 322.34717 +3525.8264 329.91428 +3527.376 317.2951 +3528.9255 324.74942 +3530.4751 326.08771 +3532.0249 324.021 +3533.5745 330.09369 +3535.124 335.69498 +3536.6736 340.14984 +3538.2231 350.29135 +3539.7727 338.36813 +3541.3223 336.06839 +3542.8718 333.42776 +3544.4214 329.79419 +3545.9712 329.88763 +3547.5208 339.35922 +3549.0703 340.97144 +3550.6199 352.97293 +3552.1694 342.63589 +3553.719 343.78439 +3555.2686 340.0679 +3556.8181 342.87299 +3558.3677 351.51315 +3559.9172 334.13654 +3561.467 333.87674 +3563.0166 342.01541 +3564.5662 337.7782 +3566.1157 335.43057 +3567.6653 330.99179 +3569.2148 348.66022 +3570.7644 352.33173 +3572.314 348.2114 +3573.8635 339.82367 +3575.4133 345.32959 +3576.9629 340.09995 +3578.5125 347.84714 +3580.062 345.05627 +3581.6116 342.09991 +3583.1611 338.19391 +3584.7107 341.73059 +3586.2603 348.02948 +3587.8098 349.89627 +3589.3596 340.16321 +3590.9092 345.00287 +3592.4587 338.26996 +3594.0083 327.94724 +3595.5579 343.63812 +3597.1074 328.63303 +3598.657 321.58466 +3600.2065 341.04004 +3601.7561 326.22699 +3603.3057 325.82602 +3604.8555 334.95865 +3606.405 322.92505 +3607.9546 316.23987 +3609.5042 313.21671 +3611.0537 318.21133 +3612.6033 313.25571 +3614.1528 310.13947 +3615.7024 312.34061 +3617.252 309.62692 +3618.8018 305.76105 +3620.3513 302.04315 +3621.9009 299.13339 +3623.4504 302.66531 +3625 297.13379 +3626.5496 292.26434 +3628.0991 279.8992 +3629.6487 286.71646 +3631.1982 282.90747 +3632.748 279.2739 +3634.2976 277.09677 +3635.8472 281.3714 +3637.3967 275.94226 +3638.9463 265.72144 +3640.4958 260.27618 +3642.0454 265.52158 +3643.595 260.18997 +3645.1445 267.26987 +3646.6943 257.43521 +3648.2439 246.82452 +3649.7935 245.37015 +3651.343 239.9436 +3652.8926 227.21854 +3654.4421 233.14169 +3655.9917 240.53331 +3657.5413 232.28758 +3659.0908 238.55508 +3660.6404 229.20998 +3662.1902 223.60809 +3663.7397 223.58276 +3665.2893 229.85101 +3666.8389 221.26488 +3668.3884 223.1335 +3669.938 218.04903 +3671.4875 216.17464 +3673.0371 211.13155 +3674.5867 213.63437 +3676.1365 208.84978 +3677.686 206.7906 +3679.2356 206.51552 +3680.7852 203.47903 +3682.3347 203.13661 +3683.8843 202.67921 +3685.4338 206.51973 +3686.9834 206.08635 +3688.533 202.47829 +3690.0828 195.95309 +3691.6323 197.39565 +3693.1819 199.86076 +3694.7314 193.9346 +3696.281 197.14308 +3697.8306 185.55977 +3699.3801 190.93732 +3700.9297 183.93791 +3702.4792 186.94527 +3704.0288 183.93077 +3705.5786 192.77296 +3707.1282 197.96172 +3708.6777 196.51877 +3710.2273 191.2597 +3711.7769 191.8535 +3713.3264 190.06201 +3714.876 194.12428 +3716.4255 194.8625 +3717.9751 182.54272 +3719.5249 187.04451 +3721.0745 182.33002 +3722.624 180.32559 +3724.1736 183.3531 +3725.7231 183.26068 +3727.2727 186.96843 +3728.8223 175.74731 +3730.3718 178.39172 +3731.9214 183.08124 +3733.4712 191.7399 +3735.0208 186.15965 +3736.5703 182.6696 +3738.1199 182.98706 +3739.6694 183.00746 +3741.219 177.38716 +3742.7686 176.6545 +3744.3181 176.26102 +3745.8677 180.32187 +3747.4172 179.24954 +3748.967 183.63992 +3750.5166 181.72739 +3752.0662 170.28218 +3753.6157 182.5668 +3755.1653 179.46623 +3756.7148 183.3674 +3758.2644 179.32605 +3759.814 176.78609 +3761.3635 176.00903 +3762.9133 174.41824 +3764.4629 173.41077 +3766.0125 176.543 +3767.562 180.8535 +3769.1116 181.5883 +3770.6611 178.48285 +3772.2107 165.61995 +3773.7603 174.8486 +3775.3098 178.28194 +3776.8596 179.93896 +3778.4092 182.99693 +3779.9587 171.15865 +3781.5083 172.12396 +3783.0579 175.32124 +3784.6074 174.76125 +3786.157 170.64679 +3787.7065 175.10483 +3789.2561 178.08435 +3790.8057 180.15024 +3792.3555 179.76237 +3793.905 178.32504 +3795.4546 174.6588 +3797.0042 169.19595 +3798.5537 177.67757 +3800.1033 173.05742 +3801.6528 186.89885 +3803.2024 173.98196 +3804.752 173.52516 +3806.3018 173.8698 +3807.8513 169.13931 +3809.4009 171.27902 +3810.9504 171.59569 +3812.5 179.15094 +3814.0496 170.96638 +3815.5991 175.90015 +3817.1487 174.80226 +3818.6982 180.81055 +3820.248 174.91745 +3821.7976 166.14342 +3823.3472 172.81393 +3824.8967 163.17979 +3826.4463 171.36201 +3827.9958 172.44193 +3829.5454 170.07011 +3831.095 175.39328 +3832.6445 171.73465 +3834.1943 175.86571 +3835.7439 182.48221 +3837.2935 176.60187 +3838.843 165.76518 +3840.3926 169.26715 +3841.9421 171.76691 +3843.4917 168.20358 +3845.0413 172.4789 +3846.5908 168.97546 +3848.1404 168.96603 +3849.6902 172.24887 +3851.2397 174.36484 +3852.7893 173.5611 +3854.3389 173.5354 +3855.8884 174.91 +3857.438 178.2813 +3858.9875 171.47765 +3860.5371 170.24902 +3862.0867 166.24506 +3863.6365 166.45415 +3865.186 172.52699 +3866.7356 170.42329 +3868.2852 163.79745 +3869.8347 170.72284 +3871.3843 173.35814 +3872.9338 169.74344 +3874.4834 169.13316 +3876.033 174.63574 +3877.5828 168.08971 +3879.1323 168.81491 +3880.6819 163.54189 +3882.2314 173.92928 +3883.781 174.15591 +3885.3306 164.05811 +3886.8801 165.38405 +3888.4297 169.28777 +3889.9792 168.69402 +3891.5288 168.6646 +3893.0786 170.99664 +3894.6282 170.19138 +3896.1777 173.27501 +3897.7273 165.1377 +3899.2769 163.24902 +3900.8264 164.25748 +3902.376 167.28473 +3903.9255 174.62895 +3905.4751 173.86075 +3907.0249 166.33481 +3908.5745 166.58208 +3910.124 165.69069 +3911.6736 161.57837 +3913.2231 152.4359 +3914.7727 159.52382 +3916.3223 163.30208 +3917.8718 168.45767 +3919.4214 166.77089 +3920.9712 151.46355 +3922.5208 163.89348 +3924.0703 164.40712 +3925.6199 163.13324 +3927.1694 172.12126 +3928.719 168.05974 +3930.2686 162.70506 +3931.8181 165.867 +3933.3677 166.24789 +3934.9172 162.86278 +3936.467 165.12001 +3938.0166 157.78859 +3939.5662 169.49423 +3941.1157 165.5759 +3942.6653 161.49538 +3944.2148 161.45195 +3945.7644 165.70955 +3947.314 167.26779 +3948.8635 163.74483 +3950.4133 161.66483 +3951.9629 162.02911 +3953.5125 160.39145 +3955.062 164.16785 +3956.6116 165.86235 +3958.1611 165.41931 +3959.7107 173.28336 +3961.2603 173.12364 +3962.8098 168.01668 +3964.3596 167.25842 +3965.9092 167.49034 +3967.4587 171.4379 +3969.0083 166.62897 +3970.5579 167.11591 +3972.1074 163.82687 +3973.657 173.17783 +3975.2065 169.04333 +3976.7561 165.89876 +3978.3057 170.80304 +3979.8555 165.38019 +3981.405 165.56137 +3982.9546 172.71442 +3984.5042 169.63942 +3986.0537 176.91283 +3987.6033 162.87296 +3989.1528 172.13321 +3990.7024 171.3923 +3992.252 175.48788 +3993.8018 160.05028 +3995.3513 160.75502 +3996.9009 165.44922 +3998.4504 167.38666 +4000 168.49553 diff --git a/examples/rameau_example/raw/Som-14-20.txt b/examples/rameau_example/raw/Som-14-20.txt new file mode 100644 index 0000000..470d4ca --- /dev/null +++ b/examples/rameau_example/raw/Som-14-20.txt @@ -0,0 +1,1929 @@ +100 808.42725 +101.98123 921.19598 +103.96246 1028.295 +105.9437 1100.7744 +107.92492 1154.663 +109.90615 1219.5958 +111.88738 1265.7886 +113.86861 1313.4761 +115.84985 1343.3511 +117.83108 1370.0518 +119.8123 1387.7438 +121.79353 1408.3678 +123.77477 1379.6852 +125.756 1364.1174 +127.73723 1378.4434 +129.71846 1375.9165 +131.69969 1375.37 +133.68092 1364.4216 +135.66216 1327.2324 +137.64337 1375.0597 +139.6246 1373.4884 +141.60583 1358.5758 +143.58707 1350.9424 +145.5683 1340.1844 +147.54953 1330.0912 +149.53076 1333.4183 +151.51199 1334.1741 +153.49323 1311.8627 +155.47446 1333.6821 +157.45569 1271.8372 +159.43692 1298.0192 +161.41814 1276.8611 +163.39937 1251.0353 +165.3806 1256.3944 +167.36183 1264.7384 +169.34306 1259.8014 +171.3243 1260.5005 +173.30553 1264.6902 +175.28676 1242.8502 +177.26799 1250.3422 +179.24922 1242.191 +181.23045 1244.926 +183.21169 1227.8022 +185.19292 1204.2245 +187.17413 1188.7148 +189.15536 1186.4318 +191.1366 1190.4712 +193.11783 1189.1879 +195.09906 1186.4352 +197.08029 1187.4174 +199.06152 1162.6719 +201.04276 1160.3792 +203.02399 1187.608 +205.00522 1156.2056 +206.98645 1142.8379 +208.96768 1144.6714 +210.9489 1144.0631 +212.93013 1135.5266 +214.91136 1128.8816 +216.89259 1128.6765 +218.87383 1125.0267 +220.85506 1119.6753 +222.83629 1143.3942 +224.81752 1136.0671 +226.79875 1128.5768 +228.77998 1111.937 +230.76122 1113.1885 +232.74245 1108.0605 +234.72366 1097.9788 +236.7049 1089.0961 +238.68613 1084.752 +240.66736 1084.1176 +242.64859 1091.6283 +244.62982 1111.4486 +246.61105 1102.8911 +248.59229 1096.8839 +250.57352 1077.6077 +252.55475 1076.452 +254.53598 1066.265 +256.51721 1072.328 +258.49844 1078.619 +260.47968 1061.7455 +262.46091 1046.5089 +264.44214 1044.1927 +266.42337 1040.8419 +268.4046 1051.6527 +270.38583 1057.5823 +272.36703 1058.0172 +274.34827 1054.3685 +276.3295 1038.5946 +278.31073 1044.9231 +280.29196 1048.0842 +282.27319 1061.8328 +284.25443 1039.2729 +286.23566 1006.9504 +288.21689 1015.2306 +290.19812 1039.0315 +292.17935 1030.2825 +294.16058 1020.3945 +296.14182 1025.9109 +298.12305 1022.8458 +300.10428 1014.7432 +302.08551 1000.8458 +304.06674 996.35974 +306.04797 991.79181 +308.02921 988.80182 +310.01044 983.83472 +311.99167 978.34381 +313.9729 983.73181 +315.95413 989.94727 +317.93536 985.41357 +319.91656 997.44421 +321.8978 969.37012 +323.87903 992.97693 +325.86026 985.61255 +327.84149 982.59033 +329.82272 963.76959 +331.80396 955.34192 +333.78519 962.58075 +335.76642 955.24335 +337.74765 952.38745 +339.72888 953.15228 +341.71011 951.92975 +343.69135 954.75671 +345.67258 938.6593 +347.65381 946.00409 +349.63504 956.11865 +351.61627 940.34827 +353.5975 942.02118 +355.57874 939.48468 +357.55997 929.8299 +359.5412 926.47546 +361.52243 933.0199 +363.50366 937.10052 +365.48489 938.15833 +367.46613 937.50543 +369.44733 939.00256 +371.42856 943.91626 +373.40979 941.14008 +375.39102 952.98206 +377.37225 951.0152 +379.35349 944.20911 +381.33472 916.22321 +383.31595 933.86292 +385.29718 932.08777 +387.27841 935.58868 +389.25964 943.48346 +391.24088 949.30713 +393.22211 951.69128 +395.20334 952.76532 +397.18457 943.61737 +399.1658 935.33051 +401.14703 947.60205 +403.12827 935.0528 +405.1095 967.03021 +407.09073 956.9184 +409.07196 950.38763 +411.05319 967.63385 +413.03442 934.77435 +415.01566 945.08484 +416.99686 965.89386 +418.97809 975.68964 +420.95932 953.86328 +422.94055 942.25482 +424.92178 950.38306 +426.90302 954.3053 +428.88425 964.03418 +430.86548 979.45947 +432.84671 967.1026 +434.82794 942.59369 +436.80917 965.17749 +438.79041 946.2608 +440.77164 983.08698 +442.75287 993.91168 +444.7341 994.95306 +446.71533 967.15704 +448.69656 973.0473 +450.6778 983.53198 +452.65903 975.57727 +454.64026 977.58734 +456.62149 992.5589 +458.60272 989.61035 +460.58395 968.47937 +462.56519 957.72791 +464.54642 963.63147 +466.52762 954.20837 +468.50885 979.31946 +470.49008 982.13721 +472.47131 999.32367 +474.45255 988.43359 +476.43378 998.55591 +478.41501 988.62555 +480.39624 1003.3265 +482.37747 999.73035 +484.3587 997.43018 +486.33994 1018.73 +488.32117 1018.5181 +490.3024 997.83917 +492.28363 993.25214 +494.26486 978.90894 +496.24609 975.8913 +498.22733 989.33759 +500.20856 1006.5656 +502.18979 1000.4892 +504.17102 1000.1869 +506.15225 995.42419 +508.13348 993.46411 +510.11472 971.49554 +512.09595 988.43835 +514.07715 975.3064 +516.05841 983.40662 +518.03961 984.85284 +520.02087 989.16174 +522.00208 985.31439 +523.98334 980.11377 +525.96454 983.33905 +527.9458 968.71643 +529.927 987.65588 +531.90826 984.2594 +533.88947 961.52496 +535.87073 966.94244 +537.85193 942.98315 +539.83313 977.04675 +541.81439 953.35352 +543.79559 964.755 +545.77686 948.38745 +547.75806 941.10071 +549.73932 948.56421 +551.72052 921.18713 +553.70178 929.56238 +555.68298 937.38123 +557.66425 917.492 +559.64545 933.57001 +561.62671 952.7829 +563.60791 924.78107 +565.58917 937.01135 +567.57037 955.93439 +569.55164 923.88416 +571.53284 926.83905 +573.5141 932.49872 +575.4953 944.50403 +577.47656 915.58313 +579.45776 902.28107 +581.43903 901.02789 +583.42023 887.45697 +585.40149 878.08527 +587.38269 871.13062 +589.36389 883.31006 +591.34515 871.54321 +593.32635 850.05927 +595.30762 845.59119 +597.28882 833.54785 +599.27008 808.63269 +601.25128 802.42126 +603.23254 810.63422 +605.21375 807.42737 +607.19501 798.59052 +609.17621 789.52905 +611.15747 784.11517 +613.13867 767.80682 +615.11993 762.64142 +617.10114 731.18683 +619.0824 761.98401 +621.0636 758.25586 +623.04486 747.82178 +625.02606 736.26306 +627.00732 709.94348 +628.98853 730.32941 +630.96979 736.36554 +632.95099 717.93768 +634.93225 700.66919 +636.91345 706.42621 +638.89465 706.08569 +640.87592 701.19507 +642.85712 705.53906 +644.83838 697.94824 +646.81958 696.01721 +648.80084 701.02161 +650.78204 679.18066 +652.76331 694.20294 +654.74451 702.63574 +656.72577 702.4679 +658.70697 704.05194 +660.68823 691.64038 +662.66943 688.25208 +664.6507 688.01129 +666.6319 689.98438 +668.61316 707.29132 +670.59436 684.99695 +672.57562 689.20404 +674.55682 699.716 +676.53809 697.45386 +678.51929 686.0968 +680.50055 698.54541 +682.48175 706.5697 +684.46301 677.24194 +686.44421 677.11871 +688.42542 702.32318 +690.40668 696.76923 +692.38788 691.09222 +694.36914 691.08722 +696.35034 680.95789 +698.3316 677.53796 +700.31281 677.84204 +702.29407 682.26715 +704.27527 672.23907 +706.25653 657.66522 +708.23773 665.7439 +710.21899 683.55511 +712.2002 667.3678 +714.18146 645.79688 +716.16266 652.49451 +718.14392 641.5119 +720.12512 636.375 +722.10638 632.05872 +724.08759 644.68597 +726.06885 645.41077 +728.05005 642.46863 +730.03131 644.01251 +732.01251 636.27826 +733.99371 634.26013 +735.97498 626.57715 +737.95618 610.06116 +739.93744 611.33051 +741.91864 603.07813 +743.8999 599.71625 +745.8811 616.65222 +747.86237 606.67719 +749.84357 605.96167 +751.82483 592.88501 +753.80603 587.76794 +755.78729 589.89996 +757.76849 593.67706 +759.74976 571.14117 +761.73096 566.46027 +763.71222 566.52032 +765.69342 570.27722 +767.67468 575.51068 +769.65588 551.7829 +771.63715 569.10333 +773.61835 562.97009 +775.59961 554.97412 +777.58081 561.01318 +779.56207 548.41876 +781.54327 548.565 +783.52448 538.9964 +785.50574 533.91876 +787.48694 529.58704 +789.4682 523.32819 +791.4494 533.03766 +793.43066 523.34442 +795.41187 511.72437 +797.39313 515.3158 +799.37433 523.33075 +801.35559 518.44556 +803.33679 513.27924 +805.31805 510.32996 +807.29926 501.98239 +809.28052 506.47818 +811.26172 516.35803 +813.24298 512.24097 +815.22418 513.28088 +817.20544 526.27637 +819.18665 524.35498 +821.16791 524.08539 +823.14911 520.84839 +825.13037 517.78674 +827.11157 524.35443 +829.09283 527.40289 +831.07404 541.12201 +833.05524 549.98938 +835.0365 558.54193 +837.0177 556.6958 +838.99896 602.31189 +840.98016 570.53644 +842.96143 583.88373 +844.94263 596.62762 +846.92389 611.15533 +848.90509 604.6532 +850.88635 630.69855 +852.86755 618.07257 +854.84882 621.97955 +856.83002 630.54297 +858.81128 648.8811 +860.79248 631.53619 +862.77374 663.88904 +864.75494 682.8905 +866.73621 679.89325 +868.71741 697.27338 +870.69867 697.51892 +872.67987 703.06781 +874.66113 718.32074 +876.64233 725.29382 +878.6236 732.52673 +880.6048 740.1795 +882.586 750.77948 +884.56726 757.43433 +886.54846 762.50269 +888.52972 765.51074 +890.51093 760.29279 +892.49219 764.70221 +894.47339 787.74133 +896.45465 798.90234 +898.43585 787.60382 +900.41711 790.26752 +902.39832 809.26709 +904.37958 827.0965 +906.36078 824.03052 +908.34204 820.83087 +910.32324 820.06952 +912.3045 830.08478 +914.28571 839.09601 +916.26697 825.50598 +918.24817 835.42969 +920.22943 848.8949 +922.21063 845.76721 +924.19189 853.89337 +926.1731 856.40161 +928.15436 851.63855 +930.13556 851.66711 +932.11676 870.68365 +934.09802 858.45935 +936.07922 871.65656 +938.06049 874.76062 +940.04169 857.38245 +942.02295 861.00616 +944.00415 870.73303 +945.98541 858.14716 +947.96661 865.05096 +949.94788 871.47034 +951.92908 877.88715 +953.91034 864.58539 +955.89154 849.8056 +957.8728 870.00476 +959.854 869.34308 +961.83527 859.95294 +963.81647 859.01581 +965.79773 848.63831 +967.77893 857.89917 +969.76019 839.84174 +971.74139 841.52234 +973.72266 855.05847 +975.70386 858.87677 +977.68506 839.30762 +979.66632 823.46783 +981.64752 803.93433 +983.62878 830.01996 +985.60999 827.52405 +987.59125 814.89886 +989.57245 795.70996 +991.55371 827.31189 +993.53491 799.64923 +995.51617 813.65955 +997.49738 824.93713 +999.47864 819.46014 +1001.4598 805.39197 +1003.4411 805.953 +1005.4223 795.05389 +1007.4036 795.59302 +1009.3848 790.61011 +1011.366 773.62787 +1013.3472 770.83313 +1015.3285 781.87616 +1017.3097 758.01019 +1019.291 755.77039 +1021.2722 759.89325 +1023.2534 737.79504 +1025.2346 731.0603 +1027.2158 745.58228 +1029.197 733.69714 +1031.1783 724.1792 +1033.1595 716.59064 +1035.1407 712.177 +1037.1219 682.56244 +1039.1033 677.68274 +1041.0845 685.3371 +1043.0657 676.61835 +1045.0469 673.40814 +1047.0282 667.67542 +1049.0094 647.06207 +1050.9906 631.58374 +1052.9718 631.90723 +1054.9531 625.39337 +1056.9343 625.39355 +1058.9155 603.04785 +1060.8967 597.24689 +1062.8781 600.2226 +1064.8593 592.35712 +1066.8405 579.18774 +1068.8217 568.78229 +1070.803 565.99994 +1072.7842 553.62366 +1074.7654 530.67236 +1076.7466 524.45898 +1078.7278 515.01813 +1080.7091 517.5401 +1082.6903 515.26477 +1084.6715 492.78592 +1086.6527 485.29529 +1088.634 498.31647 +1090.6152 491.95453 +1092.5964 478.5206 +1094.5776 463.81595 +1096.559 447.66504 +1098.5402 449.22803 +1100.5214 449.04236 +1102.5026 441.41467 +1104.4839 442.20724 +1106.4651 433.76865 +1108.4463 427.74539 +1110.4275 416.85245 +1112.4088 424.57388 +1114.39 411.53244 +1116.3712 415.74335 +1118.3524 412.39636 +1120.3337 395.0155 +1122.3149 386.22702 +1124.2961 375.69647 +1126.2773 370.43402 +1128.2585 367.76553 +1130.2399 360.64822 +1132.2211 357.4559 +1134.2023 356.44861 +1136.1835 358.39188 +1138.1648 361.4397 +1140.146 358.21265 +1142.1272 345.35968 +1144.1084 350.55179 +1146.0897 332.64368 +1148.0709 337.31479 +1150.0521 333.04547 +1152.0333 335.45041 +1154.0146 336.5 +1155.9958 331.34555 +1157.9771 322.32983 +1159.9583 306.83444 +1161.9396 319.23355 +1163.9208 329.87494 +1165.902 308.58414 +1167.8832 306.34772 +1169.8645 311.31082 +1171.8457 314.60461 +1173.8269 308.0412 +1175.8081 315.56067 +1177.7893 312 +1179.7706 299.81668 +1181.7518 299.21439 +1183.733 281.86996 +1185.7142 284.17731 +1187.6956 293.20178 +1189.6768 287.15079 +1191.658 281.76877 +1193.6392 284.23154 +1195.6205 291.91711 +1197.6017 277.48126 +1199.5829 278.39664 +1201.5641 273.88345 +1203.5454 267.1156 +1205.5266 276.62891 +1207.5078 273.68463 +1209.489 279.33359 +1211.4703 277.71552 +1213.4515 278.46747 +1215.4327 270.85925 +1217.4139 271.4021 +1219.3953 271.64795 +1221.3765 265.50043 +1223.3577 271.24997 +1225.3389 270.89224 +1227.3201 257.14063 +1229.3014 256.45187 +1231.2826 252.53534 +1233.2638 253.35843 +1235.245 254.77567 +1237.2263 250.90193 +1239.2075 258.61533 +1241.1887 255.8726 +1243.1699 251.64464 +1245.1512 255.79881 +1247.1324 258.45999 +1249.1136 263.20209 +1251.0948 261.12323 +1253.0762 256.73706 +1255.0574 257.30215 +1257.0386 253.06679 +1259.0198 248.05942 +1261.0011 250.11714 +1262.9823 253.18237 +1264.9635 250.23714 +1266.9447 253.07863 +1268.926 256.40543 +1270.9072 246.66882 +1272.8884 253.6463 +1274.8696 258.37024 +1276.8508 258.71582 +1278.8322 247.37532 +1280.8134 248.54008 +1282.7946 256.30627 +1284.7758 251.86099 +1286.7571 265.38031 +1288.7383 256.83328 +1290.7195 261.95117 +1292.7007 259.74948 +1294.682 253.74843 +1296.6632 256.3483 +1298.6444 246.86864 +1300.6256 254.55885 +1302.6069 257.82678 +1304.5881 256.55624 +1306.5693 264.73734 +1308.5505 248.73088 +1310.5319 257.26089 +1312.5131 256.62448 +1314.4943 248.07185 +1316.4755 260.3479 +1318.4567 250.79976 +1320.438 257.82639 +1322.4192 265.97336 +1324.4004 255.11966 +1326.3816 253.1991 +1328.3629 252.12189 +1330.3441 245.3416 +1332.3253 245.23367 +1334.3065 249.15498 +1336.2878 248.62865 +1338.269 262.11401 +1340.2502 260.81244 +1342.2314 260.70755 +1344.2128 256.94986 +1346.194 249.85622 +1348.1752 251.37891 +1350.1564 254.75706 +1352.1377 261.38367 +1354.1189 253.36697 +1356.1001 251.27521 +1358.0813 243.88229 +1360.0626 243.21376 +1362.0438 259.8241 +1364.025 255.16161 +1366.0062 253.18202 +1367.9874 251.76033 +1369.9688 244.96812 +1371.95 253.65434 +1373.9312 252.91408 +1375.9124 256.81015 +1377.8937 255.61984 +1379.8749 247.81113 +1381.8561 251.76462 +1383.8373 247.87514 +1385.8186 240.91348 +1387.7998 253.63669 +1389.781 250.00502 +1391.7622 256.39676 +1393.7435 262.76093 +1395.7247 250.32983 +1397.7059 247.67346 +1399.6871 251.09686 +1401.6685 249.28273 +1403.6497 251.70378 +1405.6309 257.09006 +1407.6121 260.97406 +1409.5934 242.56212 +1411.5746 255.24742 +1413.5558 254.37303 +1415.537 254.82303 +1417.5182 260.68982 +1419.4995 247.25505 +1421.4807 254.7906 +1423.4619 246.84111 +1425.4431 252.68674 +1427.4244 243.39328 +1429.4056 250.78526 +1431.3868 251.13614 +1433.368 256.6265 +1435.3494 252.00038 +1437.3306 249.38161 +1439.3118 253.16228 +1441.293 250.33659 +1443.2743 253.79315 +1445.2555 255.00638 +1447.2367 259.12738 +1449.2179 263.85269 +1451.1992 260.9704 +1453.1804 255.23994 +1455.1616 255.53362 +1457.1428 258.69147 +1459.1241 248.53847 +1461.1053 255.91106 +1463.0865 252.64223 +1465.0677 247.92003 +1467.049 247.89474 +1469.0303 253.67155 +1471.0115 248.47078 +1472.9927 247.32228 +1474.9739 259.10077 +1476.9552 266.66968 +1478.9364 255.54912 +1480.9176 256.83777 +1482.8988 255.83292 +1484.8801 260.71417 +1486.8613 254.29745 +1488.8425 251.44824 +1490.8237 251.94806 +1492.8051 257.90366 +1494.7863 257.82193 +1496.7675 241.23587 +1498.7487 250.01939 +1500.73 253.30063 +1502.7112 239.16934 +1504.6924 259.67542 +1506.6736 257.16522 +1508.6549 246.95389 +1510.6361 240.7755 +1512.6173 243.55013 +1514.5985 249.01675 +1516.5797 253.50432 +1518.561 249.42928 +1520.5422 251.23492 +1522.5234 243.59193 +1524.5046 248.34807 +1526.486 246.02095 +1528.4672 250.01978 +1530.4484 248.15352 +1532.4296 244.81969 +1534.4109 249.63098 +1536.3921 245.56006 +1538.3733 245.91483 +1540.3545 250.33197 +1542.3358 243.79262 +1544.317 254.7475 +1546.2982 256.18115 +1548.2794 243.39259 +1550.2607 233.50209 +1552.2419 240.42062 +1554.2231 249.5845 +1556.2043 244.83371 +1558.1857 245.11104 +1560.1669 236.13663 +1562.1481 240.80515 +1564.1293 241.38521 +1566.1105 240.17323 +1568.0918 240.35216 +1570.073 239.79396 +1572.0542 244.78659 +1574.0354 246.18005 +1576.0167 239.1714 +1577.9979 241.91808 +1579.9791 243.33807 +1581.9603 250.77184 +1583.9417 241.71243 +1585.9229 236.20781 +1587.9041 244.64726 +1589.8853 246.8168 +1591.8666 240.74487 +1593.8478 239.50668 +1595.829 238.81175 +1597.8102 243.77582 +1599.7915 239.08725 +1601.7727 240.94446 +1603.7539 236.36862 +1605.7351 228.78781 +1607.7164 231.23779 +1609.6976 242.60031 +1611.6788 242.3378 +1613.66 242.60747 +1615.6412 246.8013 +1617.6226 245.48984 +1619.6038 231.37125 +1621.585 242.47751 +1623.5662 237.25677 +1625.5475 235.2905 +1627.5287 238.30319 +1629.5099 240.11914 +1631.4911 239.97758 +1633.4724 241.02914 +1635.4536 244.37474 +1637.4348 235.07054 +1639.416 230.33682 +1641.3973 239.83612 +1643.3785 243.64909 +1645.3597 225.2737 +1647.3409 229.94272 +1649.3223 229.23859 +1651.3035 245.6364 +1653.2847 242.59647 +1655.2659 231.58015 +1657.2472 231.62062 +1659.2284 229.47221 +1661.2096 234.18529 +1663.1908 234.49466 +1665.172 234.84239 +1667.1533 232.15225 +1669.1345 239.03726 +1671.1157 231.52939 +1673.0969 237.22156 +1675.0782 227.93297 +1677.0594 229.13799 +1679.0406 239.44998 +1681.0219 228.43079 +1683.0032 228.66206 +1684.9844 222.25536 +1686.9656 227.82039 +1688.9468 230.5311 +1690.9281 224.71584 +1692.9093 236.284 +1694.8905 229.81178 +1696.8717 228.2981 +1698.853 232.60939 +1700.8342 235.08583 +1702.8154 227.33412 +1704.7966 227.8167 +1706.778 214.64375 +1708.7592 232.33183 +1710.7404 231.81834 +1712.7216 224.96141 +1714.7028 223.06441 +1716.6841 223.46913 +1718.6653 229.1991 +1720.6465 220.97896 +1722.6277 218.98596 +1724.609 227.98044 +1726.5902 231.73849 +1728.5714 228.02507 +1730.5526 223.75842 +1732.5339 214.85129 +1734.5151 211.11562 +1736.4963 221.44391 +1738.4775 218.11208 +1740.4589 224.66487 +1742.4401 219.53786 +1744.4213 222.37286 +1746.4025 221.68163 +1748.3838 223.24178 +1750.365 212.82474 +1752.3462 221.511 +1754.3274 222.82071 +1756.3087 214.22528 +1758.2899 218.62949 +1760.2711 221.15349 +1762.2523 220.52338 +1764.2335 221.73448 +1766.2148 219.54472 +1768.196 214.78012 +1770.1772 212.96266 +1772.1584 225.12053 +1774.1398 224.56432 +1776.121 224.9155 +1778.1022 221.92764 +1780.0834 218.28848 +1782.0647 218.1971 +1784.0459 215.39119 +1786.0271 222.58182 +1788.0083 219.24263 +1789.9896 216.88541 +1791.9708 220.03638 +1793.952 220.71349 +1795.9332 212.30763 +1797.9146 210.22139 +1799.8958 222.69518 +1801.877 208.94861 +1803.8582 209.17017 +1805.8394 212.25255 +1807.8207 221.32654 +1809.8019 217.42551 +1811.7831 217.14713 +1813.7643 221.97458 +1815.7456 208.71585 +1817.7268 208.75908 +1819.708 211.06938 +1821.6892 215.7948 +1823.6705 215.73653 +1825.6517 213.96606 +1827.6329 216.74675 +1829.6141 217.69534 +1831.5955 209.43149 +1833.5767 221.27299 +1835.5579 210.13661 +1837.5391 212.59633 +1839.5204 202.60822 +1841.5016 208.12843 +1843.4828 206.70007 +1845.464 202.06239 +1847.4453 202.74203 +1849.4265 208.24818 +1851.4077 208.74634 +1853.3889 205.0363 +1855.3701 210.38101 +1857.3514 205.67995 +1859.3326 202.25156 +1861.3138 204.38313 +1863.295 209.10826 +1865.2764 208.74699 +1867.2576 200.81856 +1869.2388 207.50298 +1871.22 212.0538 +1873.2013 200.52103 +1875.1825 205.52943 +1877.1637 200.56781 +1879.1449 210.03517 +1881.1262 207.08093 +1883.1074 206.32996 +1885.0886 206.10619 +1887.0698 207.28636 +1889.0511 202.85599 +1891.0323 202.39513 +1893.0135 206.44717 +1894.9948 206.23795 +1896.9761 204.81754 +1898.9573 209.78822 +1900.9385 203.4579 +1902.9197 206.44153 +1904.9009 207.32677 +1906.8822 210.5842 +1908.8634 209.79861 +1910.8446 207.73349 +1912.8258 203.20024 +1914.8071 202.69354 +1916.7883 202.95026 +1918.7695 209.61429 +1920.7507 200.75603 +1922.7321 204.06488 +1924.7133 205.7394 +1926.6945 206.43834 +1928.6757 207.68387 +1930.657 207.56804 +1932.6382 206.29378 +1934.6194 216.90132 +1936.6006 201.70978 +1938.5819 203.04407 +1940.5631 212.84395 +1942.5443 203.36487 +1944.5255 207.3092 +1946.5068 211.88495 +1948.488 207.14624 +1950.4692 208.80595 +1952.4504 201.16708 +1954.4316 203.8824 +1956.413 203.32251 +1958.3942 206.80482 +1960.3754 211.43355 +1962.3566 212.40195 +1964.3379 202.56482 +1966.3191 200.92085 +1968.3003 201.69696 +1970.2815 204.10129 +1972.2628 199.92509 +1974.244 200.84116 +1976.2252 203.56458 +1978.2064 207.94647 +1980.1877 213.57956 +1982.1689 203.06474 +1984.1501 200.18294 +1986.1313 199.61124 +1988.1127 206.29355 +1990.0939 199.73895 +1992.0751 190.80972 +1994.0563 203.02684 +1996.0376 198.13297 +1998.0188 207.61911 +2000 208.46666 +2500 191.30043 +2501.5496 186.4491 +2503.0991 193.87509 +2504.6487 205.1196 +2506.1982 193.5529 +2507.748 187.59431 +2509.2976 201.48462 +2510.8472 210.47701 +2512.3967 195.76947 +2513.9463 198.31592 +2515.4958 195.7186 +2517.0454 195.75827 +2518.595 196.50378 +2520.1445 196.23289 +2521.6943 196.64119 +2523.2439 197.3546 +2524.7935 197.35938 +2526.343 190.6391 +2527.8926 192.03979 +2529.4421 196.62238 +2530.9917 195.07515 +2532.5413 198.49332 +2534.0908 197.09903 +2535.6404 199.88838 +2537.1902 204.73758 +2538.7397 208.1219 +2540.2893 204.17099 +2541.8389 194.43681 +2543.3884 197.97989 +2544.938 192.79677 +2546.4875 191.13072 +2548.0371 214.06418 +2549.5867 204.70724 +2551.1365 200.2494 +2552.686 202.72359 +2554.2356 198.55247 +2555.7852 196.59595 +2557.3347 193.13425 +2558.8843 187.83353 +2560.4338 192.82803 +2561.9834 200.64026 +2563.533 199.71185 +2565.0828 189.71556 +2566.6323 186.95468 +2568.1819 198.00821 +2569.7314 195.912 +2571.281 198.02907 +2572.8306 192.48224 +2574.3801 193.08076 +2575.9297 196.65976 +2577.4792 196.91583 +2579.0288 194.69821 +2580.5786 190.99133 +2582.1282 196.09515 +2583.6777 203.31352 +2585.2273 198.00575 +2586.7769 195.23853 +2588.3264 188.18748 +2589.876 182.9859 +2591.4255 191.91016 +2592.9751 192.22929 +2594.5249 195.69122 +2596.0745 199.59952 +2597.624 197.93347 +2599.1736 194.09058 +2600.7231 188.55257 +2602.2727 191.84549 +2603.8223 196.63095 +2605.3718 193.02859 +2606.9214 207.24371 +2608.4712 196.57341 +2610.0208 195.49568 +2611.5703 197.84137 +2613.1199 189.25446 +2614.6694 189.81384 +2616.219 195.63354 +2617.7686 193.48676 +2619.3181 188.54022 +2620.8677 189.08649 +2622.4172 192.04608 +2623.967 195.11009 +2625.5166 201.87538 +2627.0662 199.13327 +2628.6157 190.98203 +2630.1653 193.70721 +2631.7148 187.25555 +2633.2644 186.77815 +2634.814 189.11687 +2636.3635 194.38051 +2637.9133 195.28194 +2639.4629 189.65662 +2641.0125 189.5144 +2642.562 198.6525 +2644.1116 202.78885 +2645.6611 194.10281 +2647.2107 199.20442 +2648.7603 188.21596 +2650.3098 191.36224 +2651.8596 186.93974 +2653.4092 187.84856 +2654.9587 184.6929 +2656.5083 190.67786 +2658.0579 193.80965 +2659.6074 189.16385 +2661.157 185.43813 +2662.7065 190.61714 +2664.2561 200.29555 +2665.8057 193.32404 +2667.3555 193.59863 +2668.905 192.1338 +2670.4546 198.07167 +2672.0042 196.19957 +2673.5537 197.85797 +2675.1033 198.59528 +2676.6528 200.46991 +2678.2024 199.80185 +2679.752 196.62646 +2681.3018 197.02715 +2682.8513 197.38257 +2684.4009 191.70171 +2685.9504 187.1097 +2687.5 190.20192 +2689.0496 193.97112 +2690.5991 203.72813 +2692.1487 195.00055 +2693.6982 199.82468 +2695.248 197.48878 +2696.7976 188.54871 +2698.3472 186.35295 +2699.8967 192.27017 +2701.4463 185.27266 +2702.9958 183.19566 +2704.5454 188.81589 +2706.095 192.21956 +2707.6445 196.53156 +2709.1943 198.87492 +2710.7439 187.62794 +2712.2935 182.20361 +2713.843 192.52904 +2715.3926 191.69829 +2716.9421 199.7682 +2718.4917 192.59546 +2720.0413 179.73447 +2721.5908 184.2527 +2723.1404 189.80644 +2724.6902 199.75125 +2726.2397 197.69092 +2727.7893 189.41731 +2729.3389 186.66811 +2730.8884 185.95721 +2732.438 186.82707 +2733.9875 192.93837 +2735.5371 194.08534 +2737.0867 192.78757 +2738.6365 198.08138 +2740.186 184.07191 +2741.7356 188.02661 +2743.2852 193.4581 +2744.8347 195.72968 +2746.3843 188.53215 +2747.9338 187.49297 +2749.4834 189.64586 +2751.033 187.54085 +2752.5828 192.6521 +2754.1323 190.41812 +2755.6819 185.94843 +2757.2314 187.31467 +2758.781 188.77362 +2760.3306 197.54062 +2761.8801 197.06044 +2763.4297 184.0779 +2764.9792 189.48434 +2766.5288 187.4433 +2768.0786 186.22789 +2769.6282 188.33481 +2771.1777 179.22191 +2772.7273 180.98187 +2774.2769 186.46225 +2775.8264 196.52124 +2777.376 195.9343 +2778.9255 193.6389 +2780.4751 191.6001 +2782.0249 194.65562 +2783.5745 193.83208 +2785.124 181.24867 +2786.6736 181.89972 +2788.2231 195.99429 +2789.7727 191.21231 +2791.3223 198.21748 +2792.8718 189.77089 +2794.4214 201.68393 +2795.9712 188.13541 +2797.5208 189.84186 +2799.0703 192.58705 +2800.6199 194.37808 +2802.1694 199.81253 +2803.719 197.31502 +2805.2686 194.34686 +2806.8181 191.52159 +2808.3677 191.98817 +2809.9172 197.14842 +2811.467 200.47444 +2813.0166 194.62657 +2814.5662 189.53519 +2816.1157 196.85216 +2817.6653 194.49951 +2819.2148 192.42642 +2820.7644 190.48969 +2822.314 186.19441 +2823.8635 181.71504 +2825.4133 198.11568 +2826.9629 199.43733 +2828.5125 188.66841 +2830.062 190.58566 +2831.6116 187.51413 +2833.1611 191.56555 +2834.7107 200.91837 +2836.2603 200.37721 +2837.8098 194.31039 +2839.3596 192.71065 +2840.9092 194.66643 +2842.4587 194.22571 +2844.0083 193.13547 +2845.5579 196.6465 +2847.1074 196.88452 +2848.657 188.33789 +2850.2065 182.74066 +2851.7561 188.50424 +2853.3057 195.41782 +2854.8555 198.8257 +2856.405 198.23317 +2857.9546 184.31848 +2859.5042 193.13399 +2861.0537 198.38518 +2862.6033 191.51607 +2864.1528 189.57001 +2865.7024 178.99232 +2867.252 181.99554 +2868.8018 191.11938 +2870.3513 192.40334 +2871.9009 188.71707 +2873.4504 195.20938 +2875 203.15779 +2876.5496 200.49698 +2878.0991 197.92421 +2879.6487 185.911 +2881.1982 193.62334 +2882.748 197.8392 +2884.2976 202.12265 +2885.8472 202.22604 +2887.3967 192.94128 +2888.9463 190.0719 +2890.4958 189.84299 +2892.0454 188.02962 +2893.595 194.15295 +2895.1445 195.88493 +2896.6943 190.40123 +2898.2439 190.03801 +2899.7935 192.78575 +2901.343 193.1926 +2902.8926 195.61311 +2904.4421 198.16927 +2905.9917 192.99742 +2907.5413 190.11906 +2909.0908 193.37779 +2910.6404 188.83762 +2912.1902 186.02115 +2913.7397 194.36076 +2915.2893 194.54192 +2916.8389 204.37289 +2918.3884 196.76645 +2919.938 189.25082 +2921.4875 194.19815 +2923.0371 195.39369 +2924.5867 189.89757 +2926.1365 194.41534 +2927.686 201.69574 +2929.2356 191.04799 +2930.7852 196.53987 +2932.3347 203.23772 +2933.8843 207.21063 +2935.4338 189.50452 +2936.9834 196.75798 +2938.533 197.35371 +2940.0828 191.43256 +2941.6323 188.54875 +2943.1819 190.92659 +2944.7314 192.17621 +2946.281 188.44821 +2947.8306 190.75037 +2949.3801 194.50754 +2950.9297 194.76558 +2952.4792 199.41936 +2954.0288 192.5352 +2955.5786 195.50719 +2957.1282 185.90808 +2958.6777 199.32433 +2960.2273 206.19908 +2961.7769 201.28552 +2963.3264 187.21367 +2964.876 194.96864 +2966.4255 184.95537 +2967.9751 192.13307 +2969.5249 195.90283 +2971.0745 194.44521 +2972.624 188.80397 +2974.1736 189.21983 +2975.7231 189.76698 +2977.2727 199.99373 +2978.8223 204.563 +2980.3718 206.91104 +2981.9214 196.21634 +2983.4712 183.10278 +2985.0208 193.38927 +2986.5703 199.52499 +2988.1199 190.10925 +2989.6694 191.80582 +2991.219 197.978 +2992.7686 197.56551 +2994.3181 194.51208 +2995.8677 187.35959 +2997.4172 191.85225 +2998.967 193.42955 +3000.5166 191.98407 +3002.0662 197.95743 +3003.6157 195.96878 +3005.1653 194.11481 +3006.7148 185.48662 +3008.2644 191.6102 +3009.814 197.24002 +3011.3635 197.55829 +3012.9133 192.82813 +3014.4629 189.91727 +3016.0125 198.02467 +3017.562 205.33894 +3019.1116 195.85466 +3020.6611 189.66972 +3022.2107 204.47221 +3023.7603 194.32538 +3025.3098 196.18697 +3026.8596 192.95421 +3028.4092 193.06657 +3029.9587 190.9155 +3031.5083 193.2327 +3033.0579 186.24139 +3034.6074 187.3098 +3036.157 187.89975 +3037.7065 189.05547 +3039.2561 194.31911 +3040.8057 193.50673 +3042.3555 191.38676 +3043.905 194.18713 +3045.4546 192.05269 +3047.0042 188.01921 +3048.5537 192.14624 +3050.1033 192.05164 +3051.6528 196.54976 +3053.2024 197.88567 +3054.752 197.20865 +3056.3018 198.79306 +3057.8513 199.73497 +3059.4009 189.32399 +3060.9504 192.73822 +3062.5 195.05333 +3064.0496 191.01978 +3065.5991 196.27194 +3067.1487 207.76421 +3068.6982 191.68071 +3070.248 197.50664 +3071.7976 198.48331 +3073.3472 195.93794 +3074.8967 186.34427 +3076.4463 190.73799 +3077.9958 195.33121 +3079.5454 200.17816 +3081.095 199.0334 +3082.6445 199.53403 +3084.1943 183.74419 +3085.7439 186.2139 +3087.2935 196.22929 +3088.843 193.5726 +3090.3926 187.49365 +3091.9421 200.91574 +3093.4917 203.11069 +3095.0413 195.89989 +3096.5908 192.46808 +3098.1404 188.84358 +3099.6902 197.04541 +3101.2397 201.26945 +3102.7893 200.66106 +3104.3389 203.96753 +3105.8884 199.65729 +3107.438 194.7614 +3108.9875 195.29117 +3110.5371 199.34772 +3112.0867 204.32431 +3113.6365 203.48247 +3115.186 197.59819 +3116.7356 195.66151 +3118.2852 202.28049 +3119.8347 196.47612 +3121.3843 195.26981 +3122.9338 195.74371 +3124.4834 199.50607 +3126.033 198.63271 +3127.5828 202.35519 +3129.1323 203.80595 +3130.6819 194.04785 +3132.2314 193.70354 +3133.781 195.20906 +3135.3306 207.08748 +3136.8801 196.49359 +3138.4297 188.3363 +3139.9792 192.76497 +3141.5288 202.23929 +3143.0786 197.83154 +3144.6282 197.74223 +3146.1777 197.0826 +3147.7273 200.43701 +3149.2769 204.21133 +3150.8264 207.96381 +3152.376 211.97739 +3153.9255 210.69977 +3155.4751 208.06523 +3157.0249 212.43781 +3158.5745 203.5489 +3160.124 195.23828 +3161.6736 207.85356 +3163.2231 196.94858 +3164.7727 206.05016 +3166.3223 205.04608 +3167.8718 208.38617 +3169.4214 208.13751 +3170.9712 200.93626 +3172.5208 203.14091 +3174.0703 197.91295 +3175.6199 195.16888 +3177.1694 212.61865 +3178.719 203.8101 +3180.2686 202.96332 +3181.8181 206.03151 +3183.3677 210.99084 +3184.9172 201.31578 +3186.467 197.88194 +3188.0166 196.3325 +3189.5662 198.79094 +3191.1157 202.02411 +3192.6653 195.61534 +3194.2148 196.30893 +3195.7644 203.34138 +3197.314 206.63545 +3198.8635 209.64592 +3200.4133 209.38976 +3201.9629 206.91829 +3203.5125 201.92097 +3205.062 198.52025 +3206.6116 201.31805 +3208.1611 200.40326 +3209.7107 204.01041 +3211.2603 201.16794 +3212.8098 198.4059 +3214.3596 203.97899 +3215.9092 205.89078 +3217.4587 202.13295 +3219.0083 196.63104 +3220.5579 200.40784 +3222.1074 210.04436 +3223.657 207.09879 +3225.2065 206.99185 +3226.7561 204.25258 +3228.3057 201.94533 +3229.8555 199.28424 +3231.405 201.33481 +3232.9546 201.97276 +3234.5042 200.8607 +3236.0537 204.26306 +3237.6033 209.91898 +3239.1528 212.96335 +3240.7024 206.27882 +3242.252 202.00307 +3243.8018 203.30408 +3245.3513 205.35387 +3246.9009 211.08784 +3248.4504 212.34053 +3250 209.24332 +3251.5496 204.54892 +3253.0991 204.10747 +3254.6487 203.28006 +3256.1982 203.60986 +3257.748 204.54842 +3259.2976 207.97691 +3260.8472 209.87312 +3262.3967 208.70705 +3263.9463 208.31012 +3265.4958 197.26527 +3267.0454 195.87897 +3268.595 207.34102 +3270.1445 207.60098 +3271.6943 205.87561 +3273.2439 211.88039 +3274.7935 215.19255 +3276.343 210.07495 +3277.8926 208.35092 +3279.4421 209.71861 +3280.9917 206.39421 +3282.5413 203.38182 +3284.0908 208.6579 +3285.6404 211.27179 +3287.1902 207.30899 +3288.7397 200.00432 +3290.2893 201.22397 +3291.8389 208.03198 +3293.3884 205.87042 +3294.938 205.91592 +3296.4875 211.4053 +3298.0371 210.886 +3299.5867 209.9588 +3301.1365 203.48537 +3302.686 207.50935 +3304.2356 213.59094 +3305.7852 198.7448 +3307.3347 200.27161 +3308.8843 205.9464 +3310.4338 202.08498 +3311.9834 205.7536 +3313.533 210.98804 +3315.0828 214.90308 +3316.6323 215.49982 +3318.1819 214.70898 +3319.7314 211.31575 +3321.281 211.70532 +3322.8306 217.31139 +3324.3801 216.06667 +3325.9297 215.74707 +3327.4792 216.2467 +3329.0288 216.13782 +3330.5786 216.40311 +3332.1282 209.54883 +3333.6777 212.78844 +3335.2273 210.75964 +3336.7769 214.80048 +3338.3264 215.60721 +3339.876 215.67079 +3341.4255 212.00114 +3342.9751 213.1059 +3344.5249 217.51918 +3346.0745 211.24774 +3347.624 220.59926 +3349.1736 218.49219 +3350.7231 221.8421 +3352.2727 214.45297 +3353.8223 211.90466 +3355.3718 213.46515 +3356.9214 212.31441 +3358.4712 216.895 +3360.0208 219.00282 +3361.5703 221.65121 +3363.1199 221.85785 +3364.6694 227.77966 +3366.219 217.12227 +3367.7686 222.2038 +3369.3181 216.36671 +3370.8677 223.47604 +3372.4172 221.94382 +3373.967 222.03258 +3375.5166 220.25497 +3377.0662 216.74736 +3378.6157 215.50717 +3380.1653 218.76115 +3381.7148 221.7619 +3383.2644 219.57002 +3384.814 220.4458 +3386.3635 223.4482 +3387.9133 215.09175 +3389.4629 227.2831 +3391.0125 221.95837 +3392.562 231.18642 +3394.1116 229.6411 +3395.6611 221.23289 +3397.2107 219.58916 +3398.7603 224.22708 +3400.3098 229.63818 +3401.8596 231.78757 +3403.4092 232.59419 +3404.9587 227.61958 +3406.5083 225.12234 +3408.0579 229.05161 +3409.6074 225.4604 +3411.157 223.7417 +3412.7065 226.56172 +3414.2561 230.48224 +3415.8057 233.96432 +3417.3555 233.36046 +3418.905 235.00529 +3420.4546 231.94751 +3422.0042 233.68781 +3423.5537 234.56279 +3425.1033 232.2028 +3426.6528 232.16624 +3428.2024 228.78918 +3429.752 232.81264 +3431.3018 240.91991 +3432.8513 226.40239 +3434.4009 228.5602 +3435.9504 230.16013 +3437.5 225.75082 +3439.0496 242.05431 +3440.5991 245.68829 +3442.1487 241.48105 +3443.6982 235.49245 +3445.248 238.38388 +3446.7976 227.85097 +3448.3472 232.78986 +3449.8967 234.26152 +3451.4463 241.8074 +3452.9958 240.81691 +3454.5454 246.61618 +3456.095 238.44482 +3457.6445 237.83154 +3459.1943 241.47523 +3460.7439 241.01167 +3462.2935 235.99158 +3463.843 245.02527 +3465.3926 242.75732 +3466.9421 251.90808 +3468.4917 238.26752 +3470.0413 243.77563 +3471.5908 255.31459 +3473.1404 244.01181 +3474.6902 244.24637 +3476.2397 242.45164 +3477.7893 243.15973 +3479.3389 247.87454 +3480.8884 252.05399 +3482.438 257.27765 +3483.9875 257.38242 +3485.5371 250.55403 +3487.0867 250.10481 +3488.6365 253.63936 +3490.186 252.35522 +3491.7356 258.74792 +3493.2852 264.36826 +3494.8347 254.4828 +3496.3843 266.03738 +3497.9338 264.71158 +3499.4834 263.09717 +3501.033 263.29852 +3502.5828 264.11951 +3504.1323 260.94897 +3505.6819 265.3183 +3507.2314 256.75275 +3508.781 257.92731 +3510.3306 256.78348 +3511.8801 268.50833 +3513.4297 270.49017 +3514.9792 263.71057 +3516.5288 273.19757 +3518.0786 262.849 +3519.6282 271.18622 +3521.1777 262.40778 +3522.7273 268.00745 +3524.2769 269.9808 +3525.8264 275.29324 +3527.376 277.23215 +3528.9255 267.34399 +3530.4751 275.72464 +3532.0249 279.44086 +3533.5745 272.18094 +3535.124 281.45547 +3536.6736 277.3439 +3538.2231 270.25104 +3539.7727 270.36002 +3541.3223 274.55658 +3542.8718 276.11935 +3544.4214 275.04541 +3545.9712 278.48331 +3547.5208 283.20572 +3549.0703 284.06259 +3550.6199 285.62689 +3552.1694 276.65381 +3553.719 280.86353 +3555.2686 286.72672 +3556.8181 287.6839 +3558.3677 284.30783 +3559.9172 278.11969 +3561.467 287.112 +3563.0166 271.15262 +3564.5662 283.22092 +3566.1157 293.45322 +3567.6653 288.92117 +3569.2148 274.29767 +3570.7644 273.12619 +3572.314 277.75751 +3573.8635 279.73505 +3575.4133 287.69287 +3576.9629 290.32584 +3578.5125 284.6853 +3580.062 284.23685 +3581.6116 290.72723 +3583.1611 292.31567 +3584.7107 292.07172 +3586.2603 290.69296 +3587.8098 292.28888 +3589.3596 282.33148 +3590.9092 274.06577 +3592.4587 276.25021 +3594.0083 284.20453 +3595.5579 289.84879 +3597.1074 273.81375 +3598.657 277.64365 +3600.2065 294.61478 +3601.7561 267.85464 +3603.3057 269.11429 +3604.8555 269.47501 +3606.405 258.12637 +3607.9546 261.57883 +3609.5042 270.21414 +3611.0537 273.5509 +3612.6033 267.46387 +3614.1528 260.25739 +3615.7024 257.17026 +3617.252 248.42287 +3618.8018 249.87263 +3620.3513 245.22639 +3621.9009 242.07262 +3623.4504 246.40776 +3625 243.79353 +3626.5496 240.22 +3628.0991 232.90419 +3629.6487 234.08145 +3631.1982 244.0275 +3632.748 231.32372 +3634.2976 240.45969 +3635.8472 222.88103 +3637.3967 237.96616 +3638.9463 219.35709 +3640.4958 220.9702 +3642.0454 222.42899 +3643.595 224.4463 +3645.1445 221.18448 +3646.6943 213.8373 +3648.2439 208.53676 +3649.7935 212.28615 +3651.343 210.40909 +3652.8926 208.2038 +3654.4421 206.37895 +3655.9917 201.56059 +3657.5413 196.9317 +3659.0908 204.43689 +3660.6404 197.30867 +3662.1902 189.52498 +3663.7397 186.06982 +3665.2893 187.66418 +3666.8389 178.11385 +3668.3884 185.82877 +3669.938 186.01225 +3671.4875 189.29628 +3673.0371 183.60347 +3674.5867 178.29713 +3676.1365 185.72339 +3677.686 173.63425 +3679.2356 172.85548 +3680.7852 162.27303 +3682.3347 165.09712 +3683.8843 178.47787 +3685.4338 179.72054 +3686.9834 174.83389 +3688.533 168.99298 +3690.0828 172.21935 +3691.6323 167.24988 +3693.1819 172.62268 +3694.7314 171.98491 +3696.281 168.30824 +3697.8306 167.94417 +3699.3801 159.92325 +3700.9297 171.10446 +3702.4792 165.21806 +3704.0288 163.48973 +3705.5786 160.61238 +3707.1282 160.59596 +3708.6777 162.37384 +3710.2273 160.94032 +3711.7769 166.65796 +3713.3264 164.65076 +3714.876 159.32024 +3716.4255 163.75337 +3717.9751 163.93521 +3719.5249 159.63646 +3721.0745 156.82971 +3722.624 158.67685 +3724.1736 163.99036 +3725.7231 153.67221 +3727.2727 151.45616 +3728.8223 158.9024 +3730.3718 159.39905 +3731.9214 160.94994 +3733.4712 153.56625 +3735.0208 152.4325 +3736.5703 155.35559 +3738.1199 148.23982 +3739.6694 146.76665 +3741.219 154.1526 +3742.7686 155.7338 +3744.3181 159.56944 +3745.8677 150.88387 +3747.4172 154.94592 +3748.967 146.32382 +3750.5166 156.41771 +3752.0662 149.99158 +3753.6157 150.74902 +3755.1653 145.7421 +3756.7148 155.66876 +3758.2644 151.32465 +3759.814 152.52473 +3761.3635 154.76891 +3762.9133 155.26721 +3764.4629 148.90918 +3766.0125 149.8419 +3767.562 151.00322 +3769.1116 156.09625 +3770.6611 155.48291 +3772.2107 153.95311 +3773.7603 150.82265 +3775.3098 148.71547 +3776.8596 146.15773 +3778.4092 157.39575 +3779.9587 151.18581 +3781.5083 155.0667 +3783.0579 151.60066 +3784.6074 149.1331 +3786.157 151.73317 +3787.7065 148.25639 +3789.2561 151.32251 +3790.8057 158.59848 +3792.3555 160.37001 +3793.905 148.37018 +3795.4546 147.06363 +3797.0042 146.84563 +3798.5537 146.76663 +3800.1033 152.72238 +3801.6528 144.47743 +3803.2024 151.46364 +3804.752 147.32401 +3806.3018 149.62859 +3807.8513 147.38641 +3809.4009 148.37653 +3810.9504 149.66129 +3812.5 148.99626 +3814.0496 148.79782 +3815.5991 150.15857 +3817.1487 148.94865 +3818.6982 149.91913 +3820.248 144.9975 +3821.7976 145.17557 +3823.3472 150.5661 +3824.8967 151.6776 +3826.4463 151.13405 +3827.9958 146.75436 +3829.5454 154.23596 +3831.095 151.31122 +3832.6445 150.58798 +3834.1943 149.89084 +3835.7439 147.62079 +3837.2935 143.14722 +3838.843 154.08232 +3840.3926 146.1747 +3841.9421 143.20943 +3843.4917 149.09015 +3845.0413 148.29799 +3846.5908 149.07962 +3848.1404 148.44519 +3849.6902 150.96414 +3851.2397 149.43221 +3852.7893 139.69641 +3854.3389 142.61009 +3855.8884 149.05582 +3857.438 155.59456 +3858.9875 135.44267 +3860.5371 131.83154 +3862.0867 147.77733 +3863.6365 143.68423 +3865.186 150.65971 +3866.7356 141.45224 +3868.2852 142.08794 +3869.8347 141.43269 +3871.3843 147.59702 +3872.9338 153.6109 +3874.4834 148.19521 +3876.033 142.23044 +3877.5828 145.35406 +3879.1323 141.89665 +3880.6819 145.48935 +3882.2314 144.82162 +3883.781 152.86365 +3885.3306 146.57344 +3886.8801 147.12776 +3888.4297 141.64778 +3889.9792 139.8013 +3891.5288 142.61766 +3893.0786 149.80072 +3894.6282 144.12177 +3896.1777 142.43117 +3897.7273 144.88753 +3899.2769 150.5473 +3900.8264 146.82047 +3902.376 143.49484 +3903.9255 142.1373 +3905.4751 146.15372 +3907.0249 145.0722 +3908.5745 144.65884 +3910.124 143.16786 +3911.6736 140.31931 +3913.2231 141.84682 +3914.7727 145.62318 +3916.3223 145.05534 +3917.8718 144.83154 +3919.4214 135.80452 +3920.9712 133.12611 +3922.5208 145.11943 +3924.0703 143.33371 +3925.6199 148.39851 +3927.1694 147.62791 +3928.719 144.80109 +3930.2686 143.52238 +3931.8181 142.51239 +3933.3677 144.22539 +3934.9172 138.63699 +3936.467 147.53673 +3938.0166 145.77927 +3939.5662 141.89091 +3941.1157 145.91269 +3942.6653 139.32069 +3944.2148 147.34979 +3945.7644 145.08731 +3947.314 143.35043 +3948.8635 142.08809 +3950.4133 144.16524 +3951.9629 139.4998 +3953.5125 137.87914 +3955.062 139.94374 +3956.6116 136.87228 +3958.1611 138.52393 +3959.7107 144.51915 +3961.2603 146.5247 +3962.8098 146.47223 +3964.3596 145.1068 +3965.9092 146.68932 +3967.4587 137.40689 +3969.0083 142.19609 +3970.5579 148.47482 +3972.1074 151.07097 +3973.657 144.91579 +3975.2065 148.72249 +3976.7561 141.49696 +3978.3057 147.16287 +3979.8555 151.31323 +3981.405 144.84886 +3982.9546 144.03708 +3984.5042 141.50529 +3986.0537 141.83636 +3987.6033 150.78928 +3989.1528 140.78259 +3990.7024 141.55611 +3992.252 151.11514 +3993.8018 148.21989 +3995.3513 143.49271 +3996.9009 142.17987 +3998.4504 142.49152 +4000 150.65755 diff --git a/examples/rameau_example/raw/Som-15-11.txt b/examples/rameau_example/raw/Som-15-11.txt new file mode 100644 index 0000000..b917823 --- /dev/null +++ b/examples/rameau_example/raw/Som-15-11.txt @@ -0,0 +1,1929 @@ +100 987.5025 +101.98123 1144.0009 +103.96246 1274.2554 +105.9437 1394.7164 +107.92492 1531.0219 +109.90615 1642.504 +111.88738 1707.4048 +113.86861 1788.9789 +115.84985 1818.6842 +117.83108 1852.7549 +119.8123 1908.1917 +121.79353 1952.7196 +123.77477 1955.4938 +125.756 1952.8861 +127.73723 1963.2988 +129.71846 1950.6525 +131.69969 1909.812 +133.68092 1924.3832 +135.66216 1937.9888 +137.64337 1950.2456 +139.6246 1924.903 +141.60583 1914.6268 +143.58707 1900.7297 +145.5683 1895.8282 +147.54953 1893.4426 +149.53076 1876.1218 +151.51199 1848.1892 +153.49323 1827.1538 +155.47446 1809.9358 +157.45569 1797.9489 +159.43692 1818.5222 +161.41814 1837.5599 +163.39937 1777.1178 +165.3806 1743.0804 +167.36183 1742.4115 +169.34306 1761.8451 +171.3243 1764.853 +173.30553 1729.9481 +175.28676 1712.8151 +177.26799 1711.728 +179.24922 1679.9902 +181.23045 1718.9067 +183.21169 1722.0876 +185.19292 1688.3788 +187.17413 1670.3226 +189.15536 1672.9166 +191.1366 1651.3542 +193.11783 1629.1072 +195.09906 1640.6581 +197.08029 1641.9778 +199.06152 1637.3806 +201.04276 1636.9749 +203.02399 1568.3304 +205.00522 1580.1578 +206.98645 1579.7747 +208.96768 1555.9354 +210.9489 1548.3671 +212.93013 1544.6716 +214.91136 1551.2926 +216.89259 1560.1746 +218.87383 1552.3151 +220.85506 1557.3435 +222.83629 1547.0033 +224.81752 1560.465 +226.79875 1536.6553 +228.77998 1513.4211 +230.76122 1513.9414 +232.74245 1510.9178 +234.72366 1511.0063 +236.7049 1511.2239 +238.68613 1507.5775 +240.66736 1490.4495 +242.64859 1461.3451 +244.62982 1463.7778 +246.61105 1506.1665 +248.59229 1474.9225 +250.57352 1481.5193 +252.55475 1459.4813 +254.53598 1466.6431 +256.51721 1433.4763 +258.49844 1425.9027 +260.47968 1430.6086 +262.46091 1434.6055 +264.44214 1426.4445 +266.42337 1408.197 +268.4046 1428.7771 +270.38583 1429.2961 +272.36703 1383.6683 +274.34827 1425.2598 +276.3295 1399.5078 +278.31073 1380.7299 +280.29196 1401.0934 +282.27319 1395.8431 +284.25443 1380.5875 +286.23566 1387.3901 +288.21689 1395.6158 +290.19812 1385.3815 +292.17935 1386.3628 +294.16058 1405.9117 +296.14182 1391.058 +298.12305 1360.0704 +300.10428 1373.1567 +302.08551 1354.4462 +304.06674 1369.1405 +306.04797 1379.5515 +308.02921 1354.6516 +310.01044 1314.3887 +311.99167 1313.9872 +313.9729 1331.0637 +315.95413 1323.8092 +317.93536 1322.0071 +319.91656 1324.6896 +321.8978 1312.4679 +323.87903 1300.4485 +325.86026 1304.7751 +327.84149 1302.2192 +329.82272 1280.2081 +331.80396 1273.3712 +333.78519 1288.9185 +335.76642 1298.272 +337.74765 1293.7844 +339.72888 1273.7565 +341.71011 1269.9434 +343.69135 1289.3063 +345.67258 1266.4365 +347.65381 1276.1465 +349.63504 1298.2983 +351.61627 1288.094 +353.5975 1277.8933 +355.57874 1251.4236 +357.55997 1274.7485 +359.5412 1280.1378 +361.52243 1275.526 +363.50366 1264.1488 +365.48489 1263.6801 +367.46613 1258.6863 +369.44733 1245.3619 +371.42856 1261.2748 +373.40979 1279.1029 +375.39102 1257.3618 +377.37225 1275.0447 +379.35349 1268.5369 +381.33472 1247.6659 +383.31595 1281.9923 +385.29718 1274.4678 +387.27841 1268.6665 +389.25964 1271.8383 +391.24088 1283.1892 +393.22211 1285.5599 +395.20334 1280.3148 +397.18457 1254.7965 +399.1658 1231.7158 +401.14703 1272.2603 +403.12827 1281.469 +405.1095 1288.403 +407.09073 1287.2885 +409.07196 1281.9904 +411.05319 1265.1158 +413.03442 1280.2144 +415.01566 1276.4377 +416.99686 1282.4202 +418.97809 1282.4318 +420.95932 1285.6519 +422.94055 1291.0231 +424.92178 1299.5605 +426.90302 1293.61 +428.88425 1277.1971 +430.86548 1294.7616 +432.84671 1289.7537 +434.82794 1284.9479 +436.80917 1307.4441 +438.79041 1282.3541 +440.77164 1293.8352 +442.75287 1278.2281 +444.7341 1288.0938 +446.71533 1324.3988 +448.69656 1320.6702 +450.6778 1322.5149 +452.65903 1323.9332 +454.64026 1315.1075 +456.62149 1313.5559 +458.60272 1313.2837 +460.58395 1313.9935 +462.56519 1327.2229 +464.54642 1290.5393 +466.52762 1294.9618 +468.50885 1302.5876 +470.49008 1297.8916 +472.47131 1319.0939 +474.45255 1357.2703 +476.43378 1348.1327 +478.41501 1345.9928 +480.39624 1354.7035 +482.37747 1360.5726 +484.3587 1353.1942 +486.33994 1329.8865 +488.32117 1332.0808 +490.3024 1339.0319 +492.28363 1321.4852 +494.26486 1339.0083 +496.24609 1329.9984 +498.22733 1301.8372 +500.20856 1335.9757 +502.18979 1337.5613 +504.17102 1339.2856 +506.15225 1319.7544 +508.13348 1309.3998 +510.11472 1336.1261 +512.09595 1318.0029 +514.07715 1342.9572 +516.05841 1349.6635 +518.03961 1321.194 +520.02087 1313.1912 +522.00208 1323.5325 +523.98334 1325.4305 +525.96454 1318.8055 +527.9458 1308.0084 +529.927 1315.6965 +531.90826 1321.8896 +533.88947 1284.896 +535.87073 1303.0795 +537.85193 1292.5537 +539.83313 1316.0161 +541.81439 1287.5886 +543.79559 1293.4182 +545.77686 1298.1875 +547.75806 1284.5775 +549.73932 1290.0837 +551.72052 1270.1749 +553.70178 1268.3855 +555.68298 1269.5784 +557.66425 1266.7432 +559.64545 1272.8638 +561.62671 1270.7015 +563.60791 1253.2808 +565.58917 1253.0096 +567.57037 1290.9144 +569.55164 1279.9221 +571.53284 1240.3409 +573.5141 1224.9523 +575.4953 1251.2063 +577.47656 1216.8516 +579.45776 1239.3168 +581.43903 1187.7644 +583.42023 1200.905 +585.40149 1202.4182 +587.38269 1180.951 +589.36389 1161.4631 +591.34515 1159.5558 +593.32635 1156.953 +595.30762 1158.4048 +597.28882 1150.6381 +599.27008 1138.0719 +601.25128 1121.9933 +603.23254 1086.873 +605.21375 1073.8801 +607.19501 1074.4349 +609.17621 1073.696 +611.15747 1063.7745 +613.13867 1057.0183 +615.11993 1035.1753 +617.10114 1048.818 +619.0824 1044.7106 +621.0636 1035.4419 +623.04486 1027.1881 +625.02606 1015.2627 +627.00732 987.44531 +628.98853 970.41888 +630.96979 977.1203 +632.95099 989.92096 +634.93225 975.88074 +636.91345 979.48181 +638.89465 972.48395 +640.87592 967.90338 +642.85712 991.72009 +644.83838 984.32928 +646.81958 967.03967 +648.80084 980.17877 +650.78204 984.57074 +652.76331 980.56848 +654.74451 977.53705 +656.72577 959.35272 +658.70697 964.18524 +660.68823 969.66443 +662.66943 976.67902 +664.6507 973.07318 +666.6319 1002.8309 +668.61316 1000.773 +670.59436 964.06909 +672.57562 974.85852 +674.55682 982.92761 +676.53809 1001.1767 +678.51929 992.4624 +680.50055 970.91907 +682.48175 985.94116 +684.46301 990.83197 +686.44421 985.52795 +688.42542 979.11316 +690.40668 975.09308 +692.38788 985.78052 +694.36914 973.02112 +696.35034 971.21686 +698.3316 972.61676 +700.31281 950.0517 +702.29407 942.6554 +704.27527 968.9436 +706.25653 949.38184 +708.23773 944.47113 +710.21899 953.92902 +712.2002 951.04187 +714.18146 911.80334 +716.16266 925.3786 +718.14392 926.54626 +720.12512 918.34918 +722.10638 904.87329 +724.08759 904.94324 +726.06885 909.63074 +728.05005 892.01367 +730.03131 882.29028 +732.01251 880.45447 +733.99371 877.45355 +735.97498 878.61121 +737.95618 871.75604 +739.93744 862.67914 +741.91864 858.94672 +743.8999 852.90393 +745.8811 852.61493 +747.86237 853.81964 +749.84357 848.52539 +751.82483 844.78101 +753.80603 825.45874 +755.78729 830.35614 +757.76849 835.6936 +759.74976 811.99866 +761.73096 808.16748 +763.71222 811.10162 +765.69342 793.52454 +767.67468 785.80145 +769.65588 778.84106 +771.63715 779.48492 +773.61835 804.74158 +775.59961 777.8476 +777.58081 753.84955 +779.56207 761.78406 +781.54327 760.72144 +783.52448 762.74982 +785.50574 752.44202 +787.48694 761.12469 +789.4682 765.25079 +791.4494 753.69324 +793.43066 747.37195 +795.41187 735.349 +797.39313 737.08704 +799.37433 741.4455 +801.35559 736.63318 +803.33679 734.0083 +805.31805 722.95386 +807.29926 723.1463 +809.28052 734.68823 +811.26172 727.63208 +813.24298 722.38239 +815.22418 723.22247 +817.20544 736.12421 +819.18665 724.77173 +821.16791 728.7041 +823.14911 718.3894 +825.13037 747.50897 +827.11157 746.22742 +829.09283 733.74823 +831.07404 751.47388 +833.05524 758.3576 +835.0365 748.00061 +837.0177 749.67932 +838.99896 781.58405 +840.98016 802.96045 +842.96143 785.39709 +844.94263 813.6546 +846.92389 839.98669 +848.90509 840.17426 +850.88635 847.53149 +852.86755 851.95734 +854.84882 893.9201 +856.83002 899.7843 +858.81128 897.88116 +860.79248 920.31073 +862.77374 928.88611 +864.75494 947.01807 +866.73621 963.06976 +868.71741 962.07568 +870.69867 972.60596 +872.67987 983.849 +874.66113 1004.8312 +876.64233 1002.235 +878.6236 1001.7902 +880.6048 1024.4607 +882.586 1038.2385 +884.56726 1047.66 +886.54846 1058.7924 +888.52972 1063.4625 +890.51093 1071.5435 +892.49219 1078.4761 +894.47339 1089.436 +896.45465 1107.99 +898.43585 1111.5154 +900.41711 1114.8193 +902.39832 1121.3888 +904.37958 1125.1823 +906.36078 1136.3689 +908.34204 1134.5573 +910.32324 1136.978 +912.3045 1150.7365 +914.28571 1171.115 +916.26697 1148.2201 +918.24817 1164.0985 +920.22943 1191.8192 +922.21063 1187.8091 +924.19189 1188.7777 +926.1731 1197.7864 +928.15436 1204.0254 +930.13556 1210.3553 +932.11676 1170.8313 +934.09802 1193.3358 +936.07922 1194.6421 +938.06049 1222.3883 +940.04169 1207.8043 +942.02295 1198.8567 +944.00415 1235.6617 +945.98541 1226.6387 +947.96661 1255.7184 +949.94788 1219.1687 +951.92908 1217.0348 +953.91034 1184.3192 +955.89154 1173.2601 +957.8728 1224.8929 +959.854 1216.2991 +961.83527 1198.2612 +963.81647 1200.183 +965.79773 1196.9042 +967.77893 1194.1157 +969.76019 1193.9785 +971.74139 1212.9617 +973.72266 1198.8109 +975.70386 1207.043 +977.68506 1239.9088 +979.66632 1194.9449 +981.64752 1170.5743 +983.62878 1158.8472 +985.60999 1184.6278 +987.59125 1181.5889 +989.57245 1151.3979 +991.55371 1168.6738 +993.53491 1176.2139 +995.51617 1164.3026 +997.49738 1141.192 +999.47864 1144.4999 +1001.4598 1141.6921 +1003.4411 1127.8234 +1005.4223 1117.9464 +1007.4036 1112.9535 +1009.3848 1085.5303 +1011.366 1099.6071 +1013.3472 1098.8336 +1015.3285 1078.0778 +1017.3097 1071.6897 +1019.291 1078.8226 +1021.2722 1077.8226 +1023.2534 1057.1436 +1025.2346 1020.885 +1027.2158 1033.8186 +1029.197 1033.9606 +1031.1783 1024.6034 +1033.1595 1004.2726 +1035.1407 1004.8719 +1037.1219 1002.4724 +1039.1033 987.39581 +1041.0845 972.8042 +1043.0657 946.29913 +1045.0469 943.90533 +1047.0282 927.85632 +1049.0094 906.06891 +1050.9906 909.66339 +1052.9718 902.78125 +1054.9531 900.39728 +1056.9343 892.9884 +1058.9155 857.46423 +1060.8967 837.23395 +1062.8781 849.48737 +1064.8593 834.00958 +1066.8405 810.70648 +1068.8217 799.36414 +1070.803 798.77594 +1072.7842 777.85193 +1074.7654 773.97351 +1076.7466 761.70459 +1078.7278 751.4408 +1080.7091 736.67908 +1082.6903 716.15955 +1084.6715 709.81396 +1086.6527 708.13556 +1088.634 706.26648 +1090.6152 693.06641 +1092.5964 676.04645 +1094.5776 659.95465 +1096.559 650.6485 +1098.5402 640.20447 +1100.5214 632.435 +1102.5026 613.52057 +1104.4839 598.04956 +1106.4651 601.79395 +1108.4463 580.86224 +1110.4275 566.56238 +1112.4088 572.4826 +1114.39 581.97931 +1116.3712 574.19159 +1118.3524 572.28967 +1120.3337 557.4762 +1122.3149 550.0083 +1124.2961 544.99786 +1126.2773 527.11609 +1128.2585 529.02625 +1130.2399 516.9707 +1132.2211 515.16333 +1134.2023 501.47916 +1136.1835 500.24661 +1138.1648 492.52222 +1140.146 498.11621 +1142.1272 503.90601 +1144.1084 483.3139 +1146.0897 474.25125 +1148.0709 472.3306 +1150.0521 471.46979 +1152.0333 464.64972 +1154.0146 462.0451 +1155.9958 468.12634 +1157.9771 453.16608 +1159.9583 441.85364 +1161.9396 443.72864 +1163.9208 441.32129 +1165.902 461.28085 +1167.8832 440.68881 +1169.8645 426.80777 +1171.8457 432.72629 +1173.8269 416.14459 +1175.8081 424.22073 +1177.7893 420.14832 +1179.7706 421.42255 +1181.7518 403.73654 +1183.733 408.36172 +1185.7142 424.60693 +1187.6956 415.01538 +1189.6768 414.79395 +1191.658 412.44733 +1193.6392 409.37082 +1195.6205 393.91608 +1197.6017 401.29639 +1199.5829 400.07819 +1201.5641 391.2724 +1203.5454 389.42157 +1205.5266 391.59567 +1207.5078 383.05362 +1209.489 382.25571 +1211.4703 370.02142 +1213.4515 372.81754 +1215.4327 380.52359 +1217.4139 379.7981 +1219.3953 377.67139 +1221.3765 364.21783 +1223.3577 364.6059 +1225.3389 372.6622 +1227.3201 375.00446 +1229.3014 378.82428 +1231.2826 380.50967 +1233.2638 377.69592 +1235.245 367.41568 +1237.2263 366.879 +1239.2075 364.21887 +1241.1887 361.95547 +1243.1699 371.78391 +1245.1512 377.62701 +1247.1324 373.95331 +1249.1136 371.51797 +1251.0948 370.37665 +1253.0762 367.71057 +1255.0574 365.84998 +1257.0386 356.58328 +1259.0198 358.84888 +1261.0011 362.1983 +1262.9823 359.36694 +1264.9635 355.34253 +1266.9447 363.61899 +1268.926 366.5856 +1270.9072 368.92783 +1272.8884 368.12042 +1274.8696 358.44791 +1276.8508 359.16138 +1278.8322 350.82898 +1280.8134 354.72656 +1282.7946 348.01926 +1284.7758 366.12952 +1286.7571 355.71176 +1288.7383 369.0383 +1290.7195 354.43613 +1292.7007 369.29391 +1294.682 365.94315 +1296.6632 359.84805 +1298.6444 355.08441 +1300.6256 348.19211 +1302.6069 347.82242 +1304.5881 372.80261 +1306.5693 373.63849 +1308.5505 348.45963 +1310.5319 358.21823 +1312.5131 352.07159 +1314.4943 349.63904 +1316.4755 364.17474 +1318.4567 350.55908 +1320.438 356.73862 +1322.4192 356.93652 +1324.4004 355.8056 +1326.3816 355.64389 +1328.3629 355.82126 +1330.3441 357.38242 +1332.3253 345.95087 +1334.3065 348.44095 +1336.2878 362.81766 +1338.269 357.52795 +1340.2502 351.0921 +1342.2314 356.32285 +1344.2128 356.24258 +1346.194 349.73511 +1348.1752 353.63931 +1350.1564 357.32947 +1352.1377 356.60104 +1354.1189 360.72394 +1356.1001 347.68369 +1358.0813 372.28427 +1360.0626 352.81207 +1362.0438 353.77609 +1364.025 359.90979 +1366.0062 349.33005 +1367.9874 356.34995 +1369.9688 348.61029 +1371.95 336.2128 +1373.9312 355.39999 +1375.9124 350.86823 +1377.8937 364.99072 +1379.8749 370.39014 +1381.8561 358.12292 +1383.8373 352.41071 +1385.8186 360.55707 +1387.7998 358.55566 +1389.781 354.82642 +1391.7622 338.84698 +1393.7435 348.80847 +1395.7247 349.32175 +1397.7059 353.38409 +1399.6871 357.93707 +1401.6685 353.50116 +1403.6497 360.73264 +1405.6309 349.95932 +1407.6121 354.91751 +1409.5934 358.37366 +1411.5746 357.50299 +1413.5558 352.15231 +1415.537 352.42862 +1417.5182 356.85416 +1419.4995 366.40628 +1421.4807 346.36136 +1423.4619 358.09613 +1425.4431 356.78299 +1427.4244 365.80975 +1429.4056 360.84589 +1431.3868 343.27518 +1433.368 347.254 +1435.3494 364.41379 +1437.3306 353.8707 +1439.3118 354.8851 +1441.293 355.58762 +1443.2743 361.51556 +1445.2555 352.5481 +1447.2367 356.19421 +1449.2179 356.53983 +1451.1992 367.60214 +1453.1804 358.96231 +1455.1616 356.29791 +1457.1428 357.82776 +1459.1241 348.09161 +1461.1053 357.28265 +1463.0865 358.55267 +1465.0677 366.44089 +1467.049 342.85532 +1469.0303 360.4664 +1471.0115 362.80582 +1472.9927 354.82526 +1474.9739 351.03818 +1476.9552 353.70047 +1478.9364 354.97464 +1480.9176 364.29587 +1482.8988 361.67468 +1484.8801 352.55508 +1486.8613 345.27283 +1488.8425 351.88208 +1490.8237 351.91174 +1492.8051 353.43735 +1494.7863 352.57144 +1496.7675 353.625 +1498.7487 345.23785 +1500.73 351.67068 +1502.7112 344.80792 +1504.6924 354.24185 +1506.6736 353.03952 +1508.6549 350.56332 +1510.6361 341.27048 +1512.6173 351.43707 +1514.5985 346.50107 +1516.5797 347.71832 +1518.561 348.88599 +1520.5422 339.29739 +1522.5234 354.66635 +1524.5046 348.01492 +1526.486 344.25671 +1528.4672 346.13422 +1530.4484 351.57382 +1532.4296 354.66196 +1534.4109 349.8349 +1536.3921 342.93774 +1538.3733 343.77026 +1540.3545 352.06418 +1542.3358 337.60385 +1544.317 337.1813 +1546.2982 353.90918 +1548.2794 339.0025 +1550.2607 349.42715 +1552.2419 347.65796 +1554.2231 344.74185 +1556.2043 346.63272 +1558.1857 348.60229 +1560.1669 338.04938 +1562.1481 349.53909 +1564.1293 341.28979 +1566.1105 336.31277 +1568.0918 330.62808 +1570.073 330.5209 +1572.0542 331.84778 +1574.0354 338.09891 +1576.0167 352.05426 +1577.9979 343.04153 +1579.9791 344.93155 +1581.9603 336.54715 +1583.9417 340.51538 +1585.9229 351.96191 +1587.9041 334.77426 +1589.8853 333.44586 +1591.8666 338.1886 +1593.8478 343.44379 +1595.829 339.27716 +1597.8102 343.19162 +1599.7915 333.24857 +1601.7727 325.30283 +1603.7539 325.83966 +1605.7351 323.96396 +1607.7164 332.0314 +1609.6976 322.06833 +1611.6788 324.61737 +1613.66 332.24887 +1615.6412 327.10825 +1617.6226 337.24832 +1619.6038 332.25433 +1621.585 336.19009 +1623.5662 329.11081 +1625.5475 334.11218 +1627.5287 337.18585 +1629.5099 340.71637 +1631.4911 333.77155 +1633.4724 326.06668 +1635.4536 328.28964 +1637.4348 329.46924 +1639.416 330.58307 +1641.3973 307.68826 +1643.3785 322.55856 +1645.3597 326.0892 +1647.3409 327.93237 +1649.3223 318.90366 +1651.3035 322.08142 +1653.2847 328.8862 +1655.2659 331.85422 +1657.2472 317.52704 +1659.2284 323.32056 +1661.2096 326.27747 +1663.1908 326.03574 +1665.172 326.45596 +1667.1533 327.36279 +1669.1345 319.77539 +1671.1157 327.25391 +1673.0969 323.56454 +1675.0782 321.10657 +1677.0594 312.76486 +1679.0406 318.25595 +1681.0219 325.18768 +1683.0032 330.77298 +1684.9844 328.86456 +1686.9656 322.46231 +1688.9468 319.8938 +1690.9281 316.40399 +1692.9093 315.87555 +1694.8905 321.42511 +1696.8717 318.83328 +1698.853 326.85068 +1700.8342 316.29422 +1702.8154 304.02045 +1704.7966 324.91907 +1706.778 315.76819 +1708.7592 308.35968 +1710.7404 319.6557 +1712.7216 316.39514 +1714.7028 317.17307 +1716.6841 307.11597 +1718.6653 308.72827 +1720.6465 308.18906 +1722.6277 316.90219 +1724.609 325.33234 +1726.5902 314.18338 +1728.5714 321.66888 +1730.5526 308.55276 +1732.5339 321.76599 +1734.5151 318.23154 +1736.4963 309.65622 +1738.4775 313.4436 +1740.4589 308.21008 +1742.4401 306.36252 +1744.4213 316.86667 +1746.4025 313.6702 +1748.3838 302.52689 +1750.365 302.66794 +1752.3462 315.73465 +1754.3274 302.42197 +1756.3087 303.3656 +1758.2899 297.11887 +1760.2711 309.71436 +1762.2523 319.76505 +1764.2335 315.55896 +1766.2148 312.2818 +1768.196 311.37888 +1770.1772 310.54221 +1772.1584 314.20657 +1774.1398 316.04239 +1776.121 314.32959 +1778.1022 304.5773 +1780.0834 308.43604 +1782.0647 304.15344 +1784.0459 299.98114 +1786.0271 305.25534 +1788.0083 293.62537 +1789.9896 299.16263 +1791.9708 293.87875 +1793.952 294.38828 +1795.9332 298.70383 +1797.9146 306.49124 +1799.8958 300.09274 +1801.877 293.44232 +1803.8582 312.49081 +1805.8394 310.85959 +1807.8207 303.85254 +1809.8019 304.83188 +1811.7831 297.28412 +1813.7643 293.01602 +1815.7456 301.86365 +1817.7268 301.83469 +1819.708 306.4704 +1821.6892 311.43964 +1823.6705 309.27789 +1825.6517 304.92532 +1827.6329 302.09436 +1829.6141 311.61984 +1831.5955 294.23975 +1833.5767 290.7113 +1835.5579 302.17435 +1837.5391 301.17728 +1839.5204 288.89752 +1841.5016 288.98959 +1843.4828 294.90829 +1845.464 296.16797 +1847.4453 290.94788 +1849.4265 293.89029 +1851.4077 279.875 +1853.3889 304.79218 +1855.3701 294.57217 +1857.3514 289.76129 +1859.3326 306.19733 +1861.3138 296.15482 +1863.295 289.38956 +1865.2764 293.60739 +1867.2576 294.37433 +1869.2388 301.14667 +1871.22 290.35114 +1873.2013 290.33521 +1875.1825 285.39362 +1877.1637 281.4252 +1879.1449 284.82608 +1881.1262 291.00104 +1883.1074 282.11929 +1885.0886 296.02463 +1887.0698 283.49915 +1889.0511 279.23691 +1891.0323 287.04367 +1893.0135 291.43741 +1894.9948 287.95157 +1896.9761 297.0238 +1898.9573 287.2995 +1900.9385 297.84042 +1902.9197 288.42755 +1904.9009 289.21582 +1906.8822 292.57059 +1908.8634 286.2822 +1910.8446 292.52771 +1912.8258 288.74792 +1914.8071 301.44742 +1916.7883 274.90729 +1918.7695 279.20532 +1920.7507 287.25055 +1922.7321 283.01135 +1924.7133 284.59109 +1926.6945 285.14606 +1928.6757 287.44614 +1930.657 287.23343 +1932.6382 296.00705 +1934.6194 294.79388 +1936.6006 290.08463 +1938.5819 292.86789 +1940.5631 281.84866 +1942.5443 284.38712 +1944.5255 289.38443 +1946.5068 294.79041 +1948.488 286.1344 +1950.4692 288.09158 +1952.4504 288.58572 +1954.4316 288.48822 +1956.413 274.16495 +1958.3942 284.80307 +1960.3754 290.8884 +1962.3566 291.02325 +1964.3379 288.8826 +1966.3191 286.37827 +1968.3003 280.96521 +1970.2815 294.57281 +1972.2628 294.66858 +1974.244 290.12256 +1976.2252 286.68387 +1978.2064 278.94754 +1980.1877 290.3811 +1982.1689 293.37488 +1984.1501 296.19525 +1986.1313 281.9957 +1988.1127 285.43182 +1990.0939 289.90933 +1992.0751 294.45602 +1994.0563 281.83688 +1996.0376 291.44379 +1998.0188 286.34515 +2000 287.1084 +2500 273.74997 +2501.5496 273.69922 +2503.0991 277.50031 +2504.6487 262.82941 +2506.1982 257.12888 +2507.748 258.01944 +2509.2976 265.10413 +2510.8472 271.84607 +2512.3967 264.98907 +2513.9463 261.733 +2515.4958 267.73682 +2517.0454 275.2717 +2518.595 274.06982 +2520.1445 272.77432 +2521.6943 272.41513 +2523.2439 264.60587 +2524.7935 262.42212 +2526.343 260.02286 +2527.8926 268.74756 +2529.4421 266.32825 +2530.9917 270.32974 +2532.5413 265.73334 +2534.0908 262.49799 +2535.6404 267.29001 +2537.1902 267.14258 +2538.7397 262.30646 +2540.2893 264.41077 +2541.8389 270.61218 +2543.3884 268.97324 +2544.938 267.5899 +2546.4875 277.95108 +2548.0371 264.31915 +2549.5867 258.91156 +2551.1365 267.81677 +2552.686 263.58066 +2554.2356 258.29694 +2555.7852 261.76904 +2557.3347 269.05887 +2558.8843 271.55444 +2560.4338 269.60211 +2561.9834 269.65811 +2563.533 266.62589 +2565.0828 258.0466 +2566.6323 256.08737 +2568.1819 255.23393 +2569.7314 269.41043 +2571.281 270.12134 +2572.8306 256.91034 +2574.3801 259.46591 +2575.9297 266.04575 +2577.4792 262.49728 +2579.0288 261.84241 +2580.5786 268.53915 +2582.1282 266.10339 +2583.6777 261.10098 +2585.2273 262.19113 +2586.7769 267.14551 +2588.3264 260.55911 +2589.876 256.07486 +2591.4255 263.98932 +2592.9751 260.5051 +2594.5249 261.95062 +2596.0745 259.8804 +2597.624 259.36792 +2599.1736 268.83994 +2600.7231 265.17935 +2602.2727 264.50339 +2603.8223 263.26395 +2605.3718 270.94785 +2606.9214 257.8869 +2608.4712 269.92841 +2610.0208 265.91769 +2611.5703 269.85559 +2613.1199 264.1033 +2614.6694 259.16217 +2616.219 267.09979 +2617.7686 273.03442 +2619.3181 268.71323 +2620.8677 266.80994 +2622.4172 263.26846 +2623.967 261.93854 +2625.5166 267.11832 +2627.0662 244.881 +2628.6157 267.64948 +2630.1653 261.65814 +2631.7148 249.0773 +2633.2644 255.39651 +2634.814 257.10968 +2636.3635 261.04752 +2637.9133 264.49185 +2639.4629 261.38055 +2641.0125 259.5672 +2642.562 257.8829 +2644.1116 254.59956 +2645.6611 258.24844 +2647.2107 264.61359 +2648.7603 251.98033 +2650.3098 257.69147 +2651.8596 250.04443 +2653.4092 254.83 +2654.9587 262.95166 +2656.5083 264.86322 +2658.0579 264.392 +2659.6074 266.47766 +2661.157 266.49908 +2662.7065 257.21643 +2664.2561 248.77983 +2665.8057 261.95215 +2667.3555 271.61899 +2668.905 262.01459 +2670.4546 244.66965 +2672.0042 257.45859 +2673.5537 259.07166 +2675.1033 258.4642 +2676.6528 264.96005 +2678.2024 259.31641 +2679.752 255.79172 +2681.3018 260.53036 +2682.8513 258.9003 +2684.4009 258.44681 +2685.9504 265.13116 +2687.5 256.24258 +2689.0496 262.16382 +2690.5991 259.42682 +2692.1487 261.89581 +2693.6982 255.24185 +2695.248 263.54764 +2696.7976 264.72412 +2698.3472 262.94577 +2699.8967 258.44064 +2701.4463 260.18448 +2702.9958 262.70129 +2704.5454 264.97586 +2706.095 264.11523 +2707.6445 260.52701 +2709.1943 256.68088 +2710.7439 253.26743 +2712.2935 263.25607 +2713.843 250.44942 +2715.3926 239.56281 +2716.9421 263.21182 +2718.4917 262.21927 +2720.0413 262.88333 +2721.5908 255.8797 +2723.1404 261.52069 +2724.6902 259.82455 +2726.2397 254.30547 +2727.7893 251.50598 +2729.3389 257.25021 +2730.8884 265.20303 +2732.438 263.84473 +2733.9875 254.83408 +2735.5371 249.88876 +2737.0867 258.12891 +2738.6365 257.28296 +2740.186 252.35744 +2741.7356 274.68997 +2743.2852 256.39529 +2744.8347 258.7525 +2746.3843 266.19193 +2747.9338 266.43542 +2749.4834 259.14978 +2751.033 257.16821 +2752.5828 259.62421 +2754.1323 262.42465 +2755.6819 264.78406 +2757.2314 262.79227 +2758.781 261.72565 +2760.3306 267.73987 +2761.8801 261.73999 +2763.4297 252.93645 +2764.9792 246.59901 +2766.5288 262.62051 +2768.0786 259.44681 +2769.6282 260.20575 +2771.1777 254.05937 +2772.7273 259.62869 +2774.2769 258.96777 +2775.8264 258.17108 +2777.376 253.55905 +2778.9255 254.57904 +2780.4751 265.11084 +2782.0249 266.95987 +2783.5745 261.88284 +2785.124 263.44101 +2786.6736 261.81357 +2788.2231 257.13763 +2789.7727 259.55289 +2791.3223 265.30759 +2792.8718 266.51184 +2794.4214 257.98325 +2795.9712 266.14072 +2797.5208 250.60034 +2799.0703 266.22726 +2800.6199 252.9765 +2802.1694 262.93506 +2803.719 262.19727 +2805.2686 267.21872 +2806.8181 266.25558 +2808.3677 260.8924 +2809.9172 258.23532 +2811.467 263.47092 +2813.0166 270.72098 +2814.5662 266.90305 +2816.1157 263.81287 +2817.6653 264.311 +2819.2148 258.28986 +2820.7644 259.57361 +2822.314 268.23621 +2823.8635 260.11517 +2825.4133 258.82486 +2826.9629 268.73709 +2828.5125 269.22165 +2830.062 261.70547 +2831.6116 263.94366 +2833.1611 267.18802 +2834.7107 263.11365 +2836.2603 253.06638 +2837.8098 258.19095 +2839.3596 262.6926 +2840.9092 261.151 +2842.4587 259.64612 +2844.0083 255.60936 +2845.5579 259.38812 +2847.1074 258.78552 +2848.657 255.14955 +2850.2065 247.92958 +2851.7561 264.8996 +2853.3057 267.51108 +2854.8555 255.18192 +2856.405 260.54956 +2857.9546 252.66652 +2859.5042 254.49393 +2861.0537 257.53732 +2862.6033 260.25873 +2864.1528 260.80438 +2865.7024 259.57486 +2867.252 258.85464 +2868.8018 256.65317 +2870.3513 262.81192 +2871.9009 269.80701 +2873.4504 266.49142 +2875 263.96805 +2876.5496 264.33051 +2878.0991 257.49896 +2879.6487 252.73436 +2881.1982 252.99226 +2882.748 263.11346 +2884.2976 254.63649 +2885.8472 257.50168 +2887.3967 260.30591 +2888.9463 261.38565 +2890.4958 254.65919 +2892.0454 260.69144 +2893.595 251.7419 +2895.1445 259.88358 +2896.6943 267.41397 +2898.2439 258.40396 +2899.7935 250.80315 +2901.343 254.96873 +2902.8926 254.99155 +2904.4421 250.07204 +2905.9917 250.57283 +2907.5413 250.72435 +2909.0908 253.54305 +2910.6404 257.15851 +2912.1902 253.48679 +2913.7397 253.46446 +2915.2893 246.37369 +2916.8389 259.79532 +2918.3884 262.2756 +2919.938 247.13799 +2921.4875 255.05876 +2923.0371 261.26337 +2924.5867 258.99384 +2926.1365 265.58594 +2927.686 248.97322 +2929.2356 260.26886 +2930.7852 257.92618 +2932.3347 251.45599 +2933.8843 249.46259 +2935.4338 261.85602 +2936.9834 255.06934 +2938.533 252.67407 +2940.0828 252.31059 +2941.6323 253.95485 +2943.1819 244.63812 +2944.7314 243.187 +2946.281 257.53494 +2947.8306 258.85651 +2949.3801 251.3539 +2950.9297 256.0145 +2952.4792 261.51157 +2954.0288 255.0939 +2955.5786 248.16594 +2957.1282 257.20544 +2958.6777 269.1524 +2960.2273 267.55902 +2961.7769 255.29623 +2963.3264 246.35266 +2964.876 249.92064 +2966.4255 250.88553 +2967.9751 269.81775 +2969.5249 264.46463 +2971.0745 257.92831 +2972.624 256.28137 +2974.1736 262.92911 +2975.7231 262.86389 +2977.2727 245.84131 +2978.8223 252.17616 +2980.3718 262.285 +2981.9214 257.07745 +2983.4712 260.88269 +2985.0208 255.22958 +2986.5703 255.03941 +2988.1199 252.38591 +2989.6694 249.54225 +2991.219 256.17719 +2992.7686 254.69005 +2994.3181 253.93483 +2995.8677 258.2767 +2997.4172 264.55212 +2998.967 258.01846 +3000.5166 244.8015 +3002.0662 262.72116 +3003.6157 254.12944 +3005.1653 252.46429 +3006.7148 253.63541 +3008.2644 261.0639 +3009.814 238.72739 +3011.3635 247.47073 +3012.9133 238.1496 +3014.4629 255.75014 +3016.0125 262.97522 +3017.562 265.22021 +3019.1116 257.22067 +3020.6611 265.7312 +3022.2107 261.71951 +3023.7603 249.08249 +3025.3098 260.56647 +3026.8596 264.82956 +3028.4092 250.85754 +3029.9587 259.31226 +3031.5083 251.75409 +3033.0579 254.8998 +3034.6074 254.25067 +3036.157 251.72682 +3037.7065 251.67717 +3039.2561 248.7782 +3040.8057 242.94162 +3042.3555 240.88438 +3043.905 248.61781 +3045.4546 256.73611 +3047.0042 260.76102 +3048.5537 262.88565 +3050.1033 261.71432 +3051.6528 257.05734 +3053.2024 260.05341 +3054.752 259.17828 +3056.3018 253.06053 +3057.8513 255.03882 +3059.4009 249.66882 +3060.9504 241.58731 +3062.5 260.60645 +3064.0496 255.66281 +3065.5991 236.36511 +3067.1487 240.89339 +3068.6982 270.90302 +3070.248 259.11078 +3071.7976 256.44308 +3073.3472 259.98013 +3074.8967 245.73256 +3076.4463 251.38072 +3077.9958 258.9277 +3079.5454 251.94469 +3081.095 267.28815 +3082.6445 241.27707 +3084.1943 246.37317 +3085.7439 255.37962 +3087.2935 261.41367 +3088.843 262.93945 +3090.3926 268.73761 +3091.9421 249.50948 +3093.4917 250.84634 +3095.0413 257.96387 +3096.5908 257.26797 +3098.1404 258.2518 +3099.6902 248.97606 +3101.2397 242.54877 +3102.7893 244.99542 +3104.3389 251.44936 +3105.8884 262.7146 +3107.438 262.26556 +3108.9875 257.92459 +3110.5371 255.74194 +3112.0867 255.41879 +3113.6365 255.49835 +3115.186 252.2601 +3116.7356 259.53442 +3118.2852 254.18005 +3119.8347 259.57434 +3121.3843 263.75772 +3122.9338 251.54654 +3124.4834 251.89467 +3126.033 252.28821 +3127.5828 247.68045 +3129.1323 258.59787 +3130.6819 253.95049 +3132.2314 256.04224 +3133.781 260.55215 +3135.3306 250.36061 +3136.8801 253.47075 +3138.4297 259.3837 +3139.9792 252.70976 +3141.5288 264.18594 +3143.0786 255.90897 +3144.6282 253.65431 +3146.1777 250.8454 +3147.7273 259.75256 +3149.2769 259.74777 +3150.8264 265.0126 +3152.376 265.1413 +3153.9255 250.78238 +3155.4751 254.73154 +3157.0249 260.85776 +3158.5745 250.88249 +3160.124 273.11456 +3161.6736 272.04361 +3163.2231 262.85803 +3164.7727 262.71332 +3166.3223 258.37939 +3167.8718 259.88046 +3169.4214 271.65735 +3170.9712 253.56407 +3172.5208 247.51279 +3174.0703 258.06454 +3175.6199 260.96024 +3177.1694 257.02454 +3178.719 253.51173 +3180.2686 256.97379 +3181.8181 257.02853 +3183.3677 253.93503 +3184.9172 254.6666 +3186.467 264.99332 +3188.0166 260.6337 +3189.5662 244.81165 +3191.1157 256.76941 +3192.6653 259.19632 +3194.2148 256.15115 +3195.7644 259.46304 +3197.314 260.27209 +3198.8635 260.74377 +3200.4133 264.52527 +3201.9629 253.37871 +3203.5125 249.21202 +3205.062 258.04477 +3206.6116 260.74863 +3208.1611 251.75026 +3209.7107 256.49228 +3211.2603 259.93341 +3212.8098 266.98325 +3214.3596 259.79037 +3215.9092 254.64542 +3217.4587 260.01859 +3219.0083 263.47134 +3220.5579 259.85971 +3222.1074 257.24985 +3223.657 256.70575 +3225.2065 255.55482 +3226.7561 253.49983 +3228.3057 258.76071 +3229.8555 254.81117 +3231.405 253.04837 +3232.9546 257.54419 +3234.5042 257.01843 +3236.0537 261.34607 +3237.6033 264.56439 +3239.1528 262.35199 +3240.7024 262.3931 +3242.252 254.81766 +3243.8018 250.29153 +3245.3513 253.65306 +3246.9009 259.34863 +3248.4504 262.2421 +3250 254.61557 +3251.5496 256.99585 +3253.0991 260.66382 +3254.6487 263.78946 +3256.1982 269.94467 +3257.748 257.71991 +3259.2976 253.75317 +3260.8472 264.81888 +3262.3967 254.12819 +3263.9463 250.47499 +3265.4958 258.74036 +3267.0454 255.42497 +3268.595 252.50165 +3270.1445 254.74472 +3271.6943 258.45343 +3273.2439 257.10767 +3274.7935 254.48163 +3276.343 263.70746 +3277.8926 266.53918 +3279.4421 266.24777 +3280.9917 267.56177 +3282.5413 259.51062 +3284.0908 264.56232 +3285.6404 256.13516 +3287.1902 249.04005 +3288.7397 261.64182 +3290.2893 261.55179 +3291.8389 250.56494 +3293.3884 252.24776 +3294.938 261.11252 +3296.4875 261.50571 +3298.0371 262.23758 +3299.5867 266.2652 +3301.1365 263.91196 +3302.686 259.25696 +3304.2356 263.04059 +3305.7852 260.53506 +3307.3347 251.97064 +3308.8843 258.36136 +3310.4338 266.74072 +3311.9834 261.3588 +3313.533 257.2023 +3315.0828 258.33664 +3316.6323 268.33051 +3318.1819 266.49908 +3319.7314 263.86526 +3321.281 263.75681 +3322.8306 266.23981 +3324.3801 260.5235 +3325.9297 264.2804 +3327.4792 259.4649 +3329.0288 262.91934 +3330.5786 261.59915 +3332.1282 261.71378 +3333.6777 261.07764 +3335.2273 256.66995 +3336.7769 261.68915 +3338.3264 262.37207 +3339.876 261.33377 +3341.4255 268.26938 +3342.9751 266.38644 +3344.5249 266.52734 +3346.0745 265.34595 +3347.624 261.21802 +3349.1736 260.12891 +3350.7231 265.44678 +3352.2727 261.62085 +3353.8223 264.29984 +3355.3718 267.71896 +3356.9214 271.46622 +3358.4712 260.37729 +3360.0208 264.93158 +3361.5703 270.33023 +3363.1199 269.04962 +3364.6694 269.76944 +3366.219 269.54037 +3367.7686 263.70026 +3369.3181 268.45642 +3370.8677 268.77682 +3372.4172 260.70862 +3373.967 266.0405 +3375.5166 265.7811 +3377.0662 270.84119 +3378.6157 266.40356 +3380.1653 269.06656 +3381.7148 265.78436 +3383.2644 277.51105 +3384.814 264.72095 +3386.3635 274.34885 +3387.9133 276.33069 +3389.4629 268.50491 +3391.0125 272.48251 +3392.562 275.82596 +3394.1116 265.06818 +3395.6611 274.87625 +3397.2107 271.12204 +3398.7603 263.91943 +3400.3098 267.48077 +3401.8596 269.37695 +3403.4092 269.78717 +3404.9587 273.34012 +3406.5083 287.47089 +3408.0579 264.51685 +3409.6074 266.46762 +3411.157 269.40833 +3412.7065 272.41196 +3414.2561 266.63055 +3415.8057 268.06244 +3417.3555 265.44678 +3418.905 260.63458 +3420.4546 269.92917 +3422.0042 268.24625 +3423.5537 271.8172 +3425.1033 269.26239 +3426.6528 271.00275 +3428.2024 276.63147 +3429.752 280.95825 +3431.3018 275.77191 +3432.8513 276.56149 +3434.4009 279.90384 +3435.9504 281.78683 +3437.5 271.72882 +3439.0496 265.19357 +3440.5991 276.82681 +3442.1487 277.38092 +3443.6982 284.89478 +3445.248 284.49146 +3446.7976 274.43668 +3448.3472 282.26932 +3449.8967 274.6275 +3451.4463 265.85385 +3452.9958 270.41415 +3454.5454 271.12891 +3456.095 283.27869 +3457.6445 270.71124 +3459.1943 286.82953 +3460.7439 276.33151 +3462.2935 287.50693 +3463.843 275.04056 +3465.3926 280.34036 +3466.9421 285.90884 +3468.4917 278.11365 +3470.0413 288.36655 +3471.5908 284.42484 +3473.1404 282.98767 +3474.6902 285.82208 +3476.2397 281.40112 +3477.7893 271.14215 +3479.3389 280.11505 +3480.8884 287.41214 +3482.438 289.82462 +3483.9875 280.68527 +3485.5371 285.06042 +3487.0867 283.43439 +3488.6365 281.89584 +3490.186 291.51276 +3491.7356 293.4588 +3493.2852 285.28912 +3494.8347 284.42413 +3496.3843 285.84933 +3497.9338 289.19992 +3499.4834 287.37625 +3501.033 286.51801 +3502.5828 293.38788 +3504.1323 296.14752 +3505.6819 289.85825 +3507.2314 292.5188 +3508.781 294.03345 +3510.3306 293.81232 +3511.8801 304.22006 +3513.4297 309.96573 +3514.9792 287.82089 +3516.5288 306.26053 +3518.0786 298.68982 +3519.6282 296.43634 +3521.1777 297.43216 +3522.7273 303.25842 +3524.2769 313.9313 +3525.8264 304.62936 +3527.376 297.97183 +3528.9255 305.64078 +3530.4751 302.83878 +3532.0249 309.70438 +3533.5745 308.70193 +3535.124 308.89355 +3536.6736 301.85391 +3538.2231 302.10974 +3539.7727 306.31747 +3541.3223 304.5498 +3542.8718 304.81213 +3544.4214 309.48654 +3545.9712 309.87692 +3547.5208 309.67398 +3549.0703 307.86526 +3550.6199 316.00864 +3552.1694 315.02264 +3553.719 316.5946 +3555.2686 319.48755 +3556.8181 298.9823 +3558.3677 318.1369 +3559.9172 320.26202 +3561.467 332.86835 +3563.0166 312.94357 +3564.5662 318.69595 +3566.1157 313.4585 +3567.6653 323.01044 +3569.2148 322.7204 +3570.7644 315.0173 +3572.314 318.55051 +3573.8635 323.21344 +3575.4133 321.02179 +3576.9629 319.9068 +3578.5125 322.67679 +3580.062 319.13562 +3581.6116 310.78342 +3583.1611 307.82303 +3584.7107 315.10184 +3586.2603 319.42914 +3587.8098 318.64722 +3589.3596 309.84833 +3590.9092 311.27362 +3592.4587 310.25571 +3594.0083 313.34943 +3595.5579 313.52542 +3597.1074 307.79306 +3598.657 306.7916 +3600.2065 311.65497 +3601.7561 308.39493 +3603.3057 307.37177 +3604.8555 295.04526 +3606.405 304.50989 +3607.9546 301.88742 +3609.5042 301.31744 +3611.0537 308.18994 +3612.6033 310.48199 +3614.1528 294.11374 +3615.7024 294.6156 +3617.252 296.60608 +3618.8018 285.16675 +3620.3513 281.70895 +3621.9009 292.23187 +3623.4504 295.06253 +3625 285.98608 +3626.5496 285.11642 +3628.0991 270.03183 +3629.6487 278.83633 +3631.1982 274.07281 +3632.748 269.35797 +3634.2976 276.13721 +3635.8472 258.17896 +3637.3967 267.94568 +3638.9463 266.80145 +3640.4958 267.09683 +3642.0454 263.73254 +3643.595 251.35493 +3645.1445 259.69061 +3646.6943 261.63852 +3648.2439 250.89929 +3649.7935 257.98007 +3651.343 258.30783 +3652.8926 254.52042 +3654.4421 248.46445 +3655.9917 249.6898 +3657.5413 248.91188 +3659.0908 251.52724 +3660.6404 232.32831 +3662.1902 240.89726 +3663.7397 231.73735 +3665.2893 231.16046 +3666.8389 228.09225 +3668.3884 235.94783 +3669.938 237.4771 +3671.4875 229.09752 +3673.0371 228.61992 +3674.5867 233.19951 +3676.1365 236.429 +3677.686 233.68025 +3679.2356 233.56548 +3680.7852 233.0826 +3682.3347 233.07549 +3683.8843 231.11777 +3685.4338 226.86221 +3686.9834 229.59619 +3688.533 235.25432 +3690.0828 231.90724 +3691.6323 224.19135 +3693.1819 221.35155 +3694.7314 227.43874 +3696.281 219.50778 +3697.8306 206.44711 +3699.3801 217.0966 +3700.9297 213.68042 +3702.4792 213.51527 +3704.0288 216.34343 +3705.5786 221.64508 +3707.1282 224.57967 +3708.6777 221.51985 +3710.2273 217.24716 +3711.7769 214.4702 +3713.3264 216.87468 +3714.876 217.20435 +3716.4255 222.57629 +3717.9751 216.06764 +3719.5249 214.76115 +3721.0745 205.63943 +3722.624 216.04475 +3724.1736 216.76979 +3725.7231 219.32558 +3727.2727 215.16833 +3728.8223 209.02444 +3730.3718 208.41655 +3731.9214 207.03018 +3733.4712 206.16103 +3735.0208 209.56657 +3736.5703 208.27599 +3738.1199 210.15225 +3739.6694 208.94537 +3741.219 213.30931 +3742.7686 217.17006 +3744.3181 216.64694 +3745.8677 212.99973 +3747.4172 203.25395 +3748.967 196.42795 +3750.5166 196.10423 +3752.0662 194.8867 +3753.6157 205.13029 +3755.1653 209.0741 +3756.7148 205.28268 +3758.2644 204.65169 +3759.814 213.68758 +3761.3635 219.32042 +3762.9133 210.57909 +3764.4629 206.30713 +3766.0125 200.34715 +3767.562 201.8736 +3769.1116 208.77873 +3770.6611 207.62624 +3772.2107 210.40259 +3773.7603 202.57797 +3775.3098 212.00612 +3776.8596 207.63522 +3778.4092 204.59283 +3779.9587 204.78413 +3781.5083 214.76976 +3783.0579 211.25356 +3784.6074 207.03802 +3786.157 205.98148 +3787.7065 203.01389 +3789.2561 209.22726 +3790.8057 206.76842 +3792.3555 209.18277 +3793.905 203.03706 +3795.4546 190.42351 +3797.0042 201.5195 +3798.5537 209.00496 +3800.1033 201.10365 +3801.6528 204.63416 +3803.2024 206.57048 +3804.752 205.41998 +3806.3018 202.47873 +3807.8513 195.12892 +3809.4009 195.97333 +3810.9504 196.1835 +3812.5 191.42271 +3814.0496 203.72377 +3815.5991 191.9547 +3817.1487 206.12299 +3818.6982 194.84346 +3820.248 194.15466 +3821.7976 197.27861 +3823.3472 199.57198 +3824.8967 204.41447 +3826.4463 205.65463 +3827.9958 199.1942 +3829.5454 208.48157 +3831.095 201.77351 +3832.6445 191.27509 +3834.1943 199.35596 +3835.7439 203.49878 +3837.2935 194.2921 +3838.843 208.19621 +3840.3926 201.69371 +3841.9421 205.30142 +3843.4917 185.05846 +3845.0413 193.35675 +3846.5908 195.40625 +3848.1404 199.56918 +3849.6902 196.629 +3851.2397 200.54036 +3852.7893 206.63861 +3854.3389 208.49724 +3855.8884 202.06035 +3857.438 201.11206 +3858.9875 201.21992 +3860.5371 195.18723 +3862.0867 189.23344 +3863.6365 198.81245 +3865.186 198.58145 +3866.7356 195.52776 +3868.2852 196.80988 +3869.8347 195.79324 +3871.3843 194.43434 +3872.9338 191.00764 +3874.4834 195.85869 +3876.033 201.73189 +3877.5828 201.36577 +3879.1323 182.52365 +3880.6819 197.96378 +3882.2314 188.20982 +3883.781 190.6032 +3885.3306 190.50967 +3886.8801 196.37289 +3888.4297 195.81023 +3889.9792 188.95782 +3891.5288 189.11497 +3893.0786 199.38243 +3894.6282 197.97272 +3896.1777 187.45511 +3897.7273 176.71544 +3899.2769 197.96124 +3900.8264 199.88719 +3902.376 196.90556 +3903.9255 195.26141 +3905.4751 192.164 +3907.0249 191.64211 +3908.5745 194.15897 +3910.124 197.82814 +3911.6736 196.56126 +3913.2231 190.31758 +3914.7727 193.43736 +3916.3223 189.97025 +3917.8718 203.75391 +3919.4214 194.91931 +3920.9712 195.90964 +3922.5208 177.31047 +3924.0703 193.02551 +3925.6199 195.0611 +3927.1694 197.30984 +3928.719 191.77315 +3930.2686 199.2951 +3931.8181 206.65269 +3933.3677 199.45235 +3934.9172 199.63232 +3936.467 201.20683 +3938.0166 202.97252 +3939.5662 187.20396 +3941.1157 196.77089 +3942.6653 184.18932 +3944.2148 194.27971 +3945.7644 190.9225 +3947.314 189.92682 +3948.8635 191.29988 +3950.4133 177.85789 +3951.9629 180.00175 +3953.5125 203.08528 +3955.062 191.81277 +3956.6116 188.49384 +3958.1611 197.53114 +3959.7107 192.80865 +3961.2603 195.70137 +3962.8098 182.95955 +3964.3596 194.27687 +3965.9092 199.43518 +3967.4587 198.88672 +3969.0083 196.36205 +3970.5579 193.10229 +3972.1074 186.12889 +3973.657 185.4548 +3975.2065 181.79797 +3976.7561 190.50406 +3978.3057 192.83496 +3979.8555 193.66064 +3981.405 199.39746 +3982.9546 200.65465 +3984.5042 200.21851 +3986.0537 192.35692 +3987.6033 190.17448 +3989.1528 189.26442 +3990.7024 192.36186 +3992.252 194.56526 +3993.8018 194.31435 +3995.3513 193.41782 +3996.9009 190.56483 +3998.4504 191.83736 +4000 187.32637 diff --git a/examples/rameau_example/raw/Som-15-12.txt b/examples/rameau_example/raw/Som-15-12.txt new file mode 100644 index 0000000..3aaa482 --- /dev/null +++ b/examples/rameau_example/raw/Som-15-12.txt @@ -0,0 +1,1929 @@ +100 901.96527 +101.98123 1024.6565 +103.96246 1147.9478 +105.9437 1279.2587 +107.92492 1404.1871 +109.90615 1511.9028 +111.88738 1580.1571 +113.86861 1631.5081 +115.84985 1701.6688 +117.83108 1745.9083 +119.8123 1752.5048 +121.79353 1790.7926 +123.77477 1801.3105 +125.756 1802.8187 +127.73723 1802.5869 +129.71846 1784.7258 +131.69969 1788.7662 +133.68092 1794.4698 +135.66216 1789.2231 +137.64337 1762.475 +139.6246 1750.4675 +141.60583 1762.4298 +143.58707 1744.2441 +145.5683 1756.1693 +147.54953 1745.7803 +149.53076 1714.1752 +151.51199 1721.922 +153.49323 1697.3396 +155.47446 1690.7565 +157.45569 1691.2112 +159.43692 1696.6161 +161.41814 1659.6943 +163.39937 1653.7397 +165.3806 1639.4388 +167.36183 1639.9902 +169.34306 1646.4785 +171.3243 1641.0613 +173.30553 1621.4309 +175.28676 1584.635 +177.26799 1585.5367 +179.24922 1582.3438 +181.23045 1578.1078 +183.21169 1570.2686 +185.19292 1565.0205 +187.17413 1570.2269 +189.15536 1548.1749 +191.1366 1534.7809 +193.11783 1536.2336 +195.09906 1521.6426 +197.08029 1503.2275 +199.06152 1482.9584 +201.04276 1473.3679 +203.02399 1473.699 +205.00522 1465.1719 +206.98645 1469.2156 +208.96768 1469.7748 +210.9489 1454.6519 +212.93013 1445.7393 +214.91136 1444.5236 +216.89259 1435.2925 +218.87383 1422.3535 +220.85506 1426.0176 +222.83629 1441.9263 +224.81752 1437.8043 +226.79875 1424.7233 +228.77998 1419.4888 +230.76122 1444.4436 +232.74245 1418.5089 +234.72366 1390.4794 +236.7049 1399.0204 +238.68613 1416.0055 +240.66736 1403.4149 +242.64859 1375.3861 +244.62982 1367.8187 +246.61105 1354.7347 +248.59229 1378.2568 +250.57352 1371.3724 +252.55475 1372.0128 +254.53598 1363.1083 +256.51721 1332.2031 +258.49844 1313.9081 +260.47968 1310.3536 +262.46091 1304.1483 +264.44214 1300.8336 +266.42337 1309.561 +268.4046 1310.0328 +270.38583 1302.0228 +272.36703 1294.1935 +274.34827 1335.6287 +276.3295 1293.2664 +278.31073 1310.1056 +280.29196 1293.0468 +282.27319 1273.8284 +284.25443 1276.1035 +286.23566 1282.3535 +288.21689 1272.1714 +290.19812 1259.0021 +292.17935 1264.996 +294.16058 1273.0959 +296.14182 1273.3756 +298.12305 1265.4065 +300.10428 1268.1819 +302.08551 1262.3242 +304.06674 1258.6135 +306.04797 1269.5502 +308.02921 1272.1469 +310.01044 1251.6207 +311.99167 1231.1849 +313.9729 1221.4829 +315.95413 1213.2538 +317.93536 1215.7831 +319.91656 1230.8785 +321.8978 1212.0542 +323.87903 1230.6143 +325.86026 1190.514 +327.84149 1216.3579 +329.82272 1181.1245 +331.80396 1179.2438 +333.78519 1205.4591 +335.76642 1200.2352 +337.74765 1189.196 +339.72888 1191.3712 +341.71011 1187.7554 +343.69135 1178.6517 +345.67258 1173.7227 +347.65381 1171.2172 +349.63504 1172.0955 +351.61627 1197.0068 +353.5975 1195.5033 +355.57874 1158.1858 +357.55997 1166.5205 +359.5412 1159.244 +361.52243 1179.6407 +363.50366 1165.1843 +365.48489 1166.8383 +367.46613 1175.563 +369.44733 1165.6479 +371.42856 1185.8821 +373.40979 1170.6937 +375.39102 1160.9913 +377.37225 1155.1355 +379.35349 1194.1907 +381.33472 1164.7114 +383.31595 1161.4965 +385.29718 1162.929 +387.27841 1182.2889 +389.25964 1184.5217 +391.24088 1162.266 +393.22211 1170.0554 +395.20334 1183.5356 +397.18457 1174.4086 +399.1658 1181.4777 +401.14703 1196.2932 +403.12827 1197.2036 +405.1095 1213.209 +407.09073 1191.0322 +409.07196 1173.9087 +411.05319 1200.1375 +413.03442 1207.0686 +415.01566 1173.1985 +416.99686 1171.6626 +418.97809 1176.5447 +420.95932 1183.7942 +422.94055 1182.4567 +424.92178 1182.9689 +426.90302 1198.1194 +428.88425 1206.9232 +430.86548 1199.7474 +432.84671 1193.0906 +434.82794 1188.5704 +436.80917 1196.1412 +438.79041 1164.7858 +440.77164 1210.5055 +442.75287 1198.8883 +444.7341 1204.3082 +446.71533 1238.4594 +448.69656 1235.6036 +450.6778 1229.574 +452.65903 1232.8064 +454.64026 1233.181 +456.62149 1238.7307 +458.60272 1246.2858 +460.58395 1241.8022 +462.56519 1237.3834 +464.54642 1217.882 +466.52762 1212.7146 +468.50885 1224.3994 +470.49008 1235.1925 +472.47131 1245.4 +474.45255 1223.8788 +476.43378 1237.2335 +478.41501 1238.0153 +480.39624 1246.7589 +482.37747 1232.2621 +484.3587 1213.7512 +486.33994 1230.4412 +488.32117 1251.3925 +490.3024 1246.8401 +492.28363 1243.2169 +494.26486 1242.8105 +496.24609 1229.7346 +498.22733 1231.1899 +500.20856 1252.0481 +502.18979 1243.3739 +504.17102 1225.8094 +506.15225 1209.1611 +508.13348 1229.6677 +510.11472 1220.4796 +512.09595 1236.0164 +514.07715 1245.5586 +516.05841 1217.567 +518.03961 1207.0502 +520.02087 1198.0754 +522.00208 1194.168 +523.98334 1212.4619 +525.96454 1210.4689 +527.9458 1193.2726 +529.927 1214.1737 +531.90826 1221.444 +533.88947 1222.5653 +535.87073 1184.6106 +537.85193 1190.0236 +539.83313 1218.0386 +541.81439 1188.2712 +543.79559 1207.2843 +545.77686 1184.9662 +547.75806 1167.9153 +549.73932 1150.0354 +551.72052 1167.0118 +553.70178 1168.8311 +555.68298 1173.4236 +557.66425 1177.7002 +559.64545 1171.7969 +561.62671 1165.6688 +563.60791 1156.8456 +565.58917 1161.1002 +567.57037 1161.6022 +569.55164 1158.9576 +571.53284 1149.7885 +573.5141 1158.2087 +575.4953 1136.9751 +577.47656 1126.6628 +579.45776 1118.5323 +581.43903 1104.3562 +583.42023 1116.0167 +585.40149 1119.2726 +587.38269 1112.8689 +589.36389 1106.3319 +591.34515 1081.3273 +593.32635 1067.0718 +595.30762 1059.2544 +597.28882 1059.5576 +599.27008 1059.5356 +601.25128 1038.7555 +603.23254 1022.9238 +605.21375 1019.2599 +607.19501 1005.7739 +609.17621 1001.5821 +611.15747 989.84235 +613.13867 978.02277 +615.11993 974.00037 +617.10114 959.36584 +619.0824 971.61292 +621.0636 959.06946 +623.04486 931.0448 +625.02606 926.42065 +627.00732 932.50519 +628.98853 927.84424 +630.96979 909.17737 +632.95099 903.93933 +634.93225 923.79028 +636.91345 922.48267 +638.89465 912.49384 +640.87592 909.21442 +642.85712 909.62433 +644.83838 913.4975 +646.81958 905.1344 +648.80084 908.16345 +650.78204 905.64746 +652.76331 904.31384 +654.74451 905.81567 +656.72577 893.25232 +658.70697 908.77686 +660.68823 901.75659 +662.66943 874.92999 +664.6507 913.71368 +666.6319 907.40552 +668.61316 919.16895 +670.59436 907.54175 +672.57562 885.84619 +674.55682 891.3075 +676.53809 901.55719 +678.51929 895.91986 +680.50055 903.00519 +682.48175 910.98499 +684.46301 909.76898 +686.44421 903.47217 +688.42542 903.29608 +690.40668 890.11444 +692.38788 869.39276 +694.36914 873.24622 +696.35034 871.03278 +698.3316 905.09967 +700.31281 898.42896 +702.29407 880.14148 +704.27527 892.85181 +706.25653 878.97394 +708.23773 892.90698 +710.21899 886.08923 +712.2002 876.4743 +714.18146 864.11902 +716.16266 840.81897 +718.14392 847.63086 +720.12512 842.12415 +722.10638 845.6991 +724.08759 859.57062 +726.06885 842.79797 +728.05005 836.76013 +730.03131 834.94421 +732.01251 840.71307 +733.99371 827.96893 +735.97498 819.43115 +737.95618 823.43231 +739.93744 811.58875 +741.91864 804.37634 +743.8999 800.16132 +745.8811 790.90668 +747.86237 790.66473 +749.84357 765.46979 +751.82483 767.43597 +753.80603 785.68414 +755.78729 774.27051 +757.76849 757.20026 +759.74976 772.42731 +761.73096 754.29584 +763.71222 755.52527 +765.69342 737.56567 +767.67468 741.16425 +769.65588 751.32489 +771.63715 739.76178 +773.61835 730.94812 +775.59961 712.59265 +777.58081 718.39172 +779.56207 697.45081 +781.54327 696.60547 +783.52448 709.88623 +785.50574 702.05798 +787.48694 704.40802 +789.4682 696.73975 +791.4494 700.57977 +793.43066 698.75879 +795.41187 690.49219 +797.39313 689.67499 +799.37433 692.10791 +801.35559 688.34448 +803.33679 681.31805 +805.31805 673.61163 +807.29926 669.17181 +809.28052 678.16101 +811.26172 689.39069 +813.24298 681.62183 +815.22418 670.76752 +817.20544 674.22083 +819.18665 666.56891 +821.16791 663.89252 +823.14911 679.73395 +825.13037 689.16852 +827.11157 697.3407 +829.09283 711.51227 +831.07404 711.73889 +833.05524 707.16241 +835.0365 705.42664 +837.0177 704.65271 +838.99896 676.75647 +840.98016 728.2959 +842.96143 757.70251 +844.94263 735.30493 +846.92389 786.84998 +848.90509 777.54291 +850.88635 780.32825 +852.86755 805.742 +854.84882 785.05817 +856.83002 818.66125 +858.81128 837.15747 +860.79248 848.60486 +862.77374 848.69696 +864.75494 856.51019 +866.73621 871.49945 +868.71741 898.34723 +870.69867 898.70276 +872.67987 901.27905 +874.66113 915.98218 +876.64233 941.77997 +878.6236 955.58728 +880.6048 959.09918 +882.586 970.34857 +884.56726 975.03796 +886.54846 976.57849 +888.52972 989.36035 +890.51093 1003.5739 +892.49219 1010.8658 +894.47339 1000.0295 +896.45465 998.98975 +898.43585 1029.3228 +900.41711 1043.9937 +902.39832 1039.536 +904.37958 1031.8889 +906.36078 1048.6853 +908.34204 1052.4409 +910.32324 1060.4048 +912.3045 1068.9958 +914.28571 1068.6494 +916.26697 1077.5292 +918.24817 1079.8276 +920.22943 1096.0828 +922.21063 1096.4542 +924.19189 1087.9459 +926.1731 1099.257 +928.15436 1116.2988 +930.13556 1099.8932 +932.11676 1115.2451 +934.09802 1123.6672 +936.07922 1128.6 +938.06049 1120.658 +940.04169 1135.9375 +942.02295 1123.0928 +944.00415 1106.1195 +945.98541 1141.8259 +947.96661 1133.6425 +949.94788 1124.3962 +951.92908 1110.5966 +953.91034 1133.1714 +955.89154 1114.2183 +957.8728 1113.3623 +959.854 1125.5116 +961.83527 1128.5337 +963.81647 1123.7008 +965.79773 1132.358 +967.77893 1128.4651 +969.76019 1120.3833 +971.74139 1086.7875 +973.72266 1095.1632 +975.70386 1116.8839 +977.68506 1107.0507 +979.66632 1103.4343 +981.64752 1080.4987 +983.62878 1091.59 +985.60999 1110.0736 +987.59125 1096.7819 +989.57245 1080.5859 +991.55371 1092.889 +993.53491 1063.5436 +995.51617 1077.0178 +997.49738 1061.5669 +999.47864 1047.5692 +1001.4598 1050.0468 +1003.4411 1049.6318 +1005.4223 1048.6002 +1007.4036 1032.6221 +1009.3848 1020.4178 +1011.366 1029.0702 +1013.3472 1025.7802 +1015.3285 1017.2602 +1017.3097 997.04205 +1019.291 1007.8497 +1021.2722 997.77313 +1023.2534 982.33606 +1025.2346 976.9798 +1027.2158 974.86316 +1029.197 960.21484 +1031.1783 935.86542 +1033.1595 926.53174 +1035.1407 923.76947 +1037.1219 920.43182 +1039.1033 916.16125 +1041.0845 904.81439 +1043.0657 891.12445 +1045.0469 879.11115 +1047.0282 856.56647 +1049.0094 847.27936 +1050.9906 854.76001 +1052.9718 844.20551 +1054.9531 824.82874 +1056.9343 816.90045 +1058.9155 799.93298 +1060.8967 800.48669 +1062.8781 786.58887 +1064.8593 765.86444 +1066.8405 763.62311 +1068.8217 761.97961 +1070.803 750.32941 +1072.7842 736.35968 +1074.7654 704.25696 +1076.7466 705.01154 +1078.7278 694.00116 +1080.7091 684.06195 +1082.6903 693.48816 +1084.6715 689.55518 +1086.6527 675.68365 +1088.634 652.22974 +1090.6152 646.28839 +1092.5964 631.0257 +1094.5776 617.19617 +1096.559 620.84863 +1098.5402 615.60925 +1100.5214 600.90466 +1102.5026 590.28613 +1104.4839 579.71686 +1106.4651 568.88062 +1108.4463 562.72784 +1110.4275 552.09766 +1112.4088 552.01642 +1114.39 549.99854 +1116.3712 527.25867 +1118.3524 513.95062 +1120.3337 514.85681 +1122.3149 511.40253 +1124.2961 503.76987 +1126.2773 479.53052 +1128.2585 493.07425 +1130.2399 506.40292 +1132.2211 495.23645 +1134.2023 471.35849 +1136.1835 489.80566 +1138.1648 471.68439 +1140.146 457.57336 +1142.1272 451.33572 +1144.1084 455.34656 +1146.0897 449.51135 +1148.0709 450.8934 +1150.0521 453.05255 +1152.0333 450.95404 +1154.0146 441.42889 +1155.9958 444.28204 +1157.9771 412.98096 +1159.9583 428.06317 +1161.9396 423.41776 +1163.9208 437.452 +1165.902 413.45688 +1167.8832 409.05927 +1169.8645 396.83124 +1171.8457 410.26401 +1173.8269 386.72363 +1175.8081 393.48328 +1177.7893 403.11591 +1179.7706 395.78711 +1181.7518 390.55069 +1183.733 398.76953 +1185.7142 383.43112 +1187.6956 393.33771 +1189.6768 395.45432 +1191.658 361.35355 +1193.6392 362.2504 +1195.6205 384.5495 +1197.6017 378.61008 +1199.5829 375.93484 +1201.5641 384.22824 +1203.5454 361.11069 +1205.5266 368.21768 +1207.5078 372.8399 +1209.489 362.69534 +1211.4703 359.73407 +1213.4515 361.35245 +1215.4327 352.47076 +1217.4139 353.9744 +1219.3953 357.88693 +1221.3765 354.36627 +1223.3577 361.60852 +1225.3389 354.94888 +1227.3201 353.49197 +1229.3014 359.13199 +1231.2826 358.44833 +1233.2638 353.87732 +1235.245 351.14993 +1237.2263 352.01727 +1239.2075 355.77432 +1241.1887 349.87601 +1243.1699 348.27054 +1245.1512 352.40561 +1247.1324 349.39832 +1249.1136 345.43674 +1251.0948 360.96036 +1253.0762 362.90936 +1255.0574 349.3002 +1257.0386 348.26352 +1259.0198 350.5719 +1261.0011 340.52222 +1262.9823 345.71216 +1264.9635 349.00717 +1266.9447 346.02609 +1268.926 341.8114 +1270.9072 349.01822 +1272.8884 359.10013 +1274.8696 343.52832 +1276.8508 347.01852 +1278.8322 344.40558 +1280.8134 350.94598 +1282.7946 346.29288 +1284.7758 348.02542 +1286.7571 342.87726 +1288.7383 340.47821 +1290.7195 340.84299 +1292.7007 337.40146 +1294.682 336.55276 +1296.6632 341.38943 +1298.6444 342.15872 +1300.6256 339.11609 +1302.6069 341.02045 +1304.5881 344.98651 +1306.5693 338.38632 +1308.5505 345.37384 +1310.5319 336.80338 +1312.5131 358.2702 +1314.4943 351.25623 +1316.4755 353.09448 +1318.4567 355.19058 +1320.438 340.10773 +1322.4192 339.85056 +1324.4004 349.47839 +1326.3816 350.67944 +1328.3629 346.004 +1330.3441 334.01016 +1332.3253 337.64734 +1334.3065 346.35498 +1336.2878 343.42917 +1338.269 342.21255 +1340.2502 340.03372 +1342.2314 341.34692 +1344.2128 348.22702 +1346.194 350.82321 +1348.1752 349.00366 +1350.1564 358.31262 +1352.1377 331.02194 +1354.1189 347.30817 +1356.1001 337.25513 +1358.0813 343.56616 +1360.0626 335.85684 +1362.0438 342.19226 +1364.025 348.40921 +1366.0062 338.27957 +1367.9874 336.35349 +1369.9688 335.49503 +1371.95 330.54825 +1373.9312 344.61011 +1375.9124 347.88474 +1377.8937 345.4924 +1379.8749 336.66385 +1381.8561 343.18521 +1383.8373 338.69781 +1385.8186 340.73691 +1387.7998 338.17963 +1389.781 341.23911 +1391.7622 356.27087 +1393.7435 346.08792 +1395.7247 331.35306 +1397.7059 335.58331 +1399.6871 344.26599 +1401.6685 346.52972 +1403.6497 340.03632 +1405.6309 347.22845 +1407.6121 337.23169 +1409.5934 330.62448 +1411.5746 350.75308 +1413.5558 344.57138 +1415.537 350.32172 +1417.5182 344.57611 +1419.4995 340.39749 +1421.4807 346.41428 +1423.4619 323.5119 +1425.4431 336.31058 +1427.4244 336.51898 +1429.4056 340.67737 +1431.3868 341.4007 +1433.368 331.83057 +1435.3494 345.14407 +1437.3306 344.87387 +1439.3118 354.34274 +1441.293 347.20615 +1443.2743 339.26114 +1445.2555 340.56989 +1447.2367 346.71118 +1449.2179 346.58432 +1451.1992 343.40289 +1453.1804 343.05136 +1455.1616 329.33273 +1457.1428 335.29074 +1459.1241 341.64859 +1461.1053 340.19299 +1463.0865 344.86603 +1465.0677 345.22208 +1467.049 338.36325 +1469.0303 335.69873 +1471.0115 343.88742 +1472.9927 350.27322 +1474.9739 353.76645 +1476.9552 345.24179 +1478.9364 342.68906 +1480.9176 347.45181 +1482.8988 350.22144 +1484.8801 351.26779 +1486.8613 336.73206 +1488.8425 331.29691 +1490.8237 343.81766 +1492.8051 345.13263 +1494.7863 339.32147 +1496.7675 333.73874 +1498.7487 341.33545 +1500.73 336.93594 +1502.7112 335.80664 +1504.6924 341.58932 +1506.6736 341.56271 +1508.6549 317.92838 +1510.6361 346.60242 +1512.6173 316.57507 +1514.5985 319.67035 +1516.5797 324.25986 +1518.561 332.62469 +1520.5422 326.27438 +1522.5234 340.70566 +1524.5046 343.97351 +1526.486 333.34174 +1528.4672 325.13843 +1530.4484 315.09744 +1532.4296 328.3349 +1534.4109 337.64566 +1536.3921 327.64389 +1538.3733 332.72507 +1540.3545 329.07895 +1542.3358 327.35355 +1544.317 329.14105 +1546.2982 323.81088 +1548.2794 322.86218 +1550.2607 322.81143 +1552.2419 332.5293 +1554.2231 343.38727 +1556.2043 329.26532 +1558.1857 332.91394 +1560.1669 333.6507 +1562.1481 338.16507 +1564.1293 332.02216 +1566.1105 322.29297 +1568.0918 316.99945 +1570.073 321.76062 +1572.0542 321.27417 +1574.0354 324.96567 +1576.0167 323.41556 +1577.9979 337.16281 +1579.9791 322.61542 +1581.9603 333.55875 +1583.9417 322.36368 +1585.9229 339.59781 +1587.9041 327.23752 +1589.8853 325.66068 +1591.8666 320.25436 +1593.8478 313.35352 +1595.829 323.59686 +1597.8102 330.54062 +1599.7915 315.23114 +1601.7727 315.7655 +1603.7539 322.98672 +1605.7351 312.35056 +1607.7164 324.30475 +1609.6976 335.83157 +1611.6788 323.11963 +1613.66 331.62958 +1615.6412 312.974 +1617.6226 315.2355 +1619.6038 307.35352 +1621.585 310.47684 +1623.5662 329.1579 +1625.5475 326.88095 +1627.5287 323.14182 +1629.5099 316.24667 +1631.4911 317.83197 +1633.4724 318.54138 +1635.4536 313.43167 +1637.4348 323.17136 +1639.416 323.35199 +1641.3973 328.99905 +1643.3785 324.21539 +1645.3597 311.58374 +1647.3409 325.81015 +1649.3223 322.82635 +1651.3035 317.72723 +1653.2847 319.13077 +1655.2659 307.78452 +1657.2472 309.83261 +1659.2284 316.83035 +1661.2096 312.42117 +1663.1908 316.88074 +1665.172 316.30475 +1667.1533 315.49658 +1669.1345 325.46338 +1671.1157 309.88248 +1673.0969 301.91925 +1675.0782 311.73648 +1677.0594 313.96457 +1679.0406 310.95724 +1681.0219 322.48517 +1683.0032 320.51273 +1684.9844 309.40421 +1686.9656 303.2774 +1688.9468 310.4577 +1690.9281 314.88303 +1692.9093 314.53384 +1694.8905 302.08752 +1696.8717 299.70355 +1698.853 298.92044 +1700.8342 303.83588 +1702.8154 302.71442 +1704.7966 312.84933 +1706.778 313.62921 +1708.7592 310.71225 +1710.7404 314.74481 +1712.7216 314.21851 +1714.7028 297.87109 +1716.6841 303.03622 +1718.6653 310.41425 +1720.6465 304.58847 +1722.6277 306.10577 +1724.609 303.039 +1726.5902 303.36023 +1728.5714 298.34436 +1730.5526 311.8999 +1732.5339 304.146 +1734.5151 291.4736 +1736.4963 295.68326 +1738.4775 310.8179 +1740.4589 309.40613 +1742.4401 296.93588 +1744.4213 295.15884 +1746.4025 311.27182 +1748.3838 304.26544 +1750.365 289.6348 +1752.3462 298.34531 +1754.3274 305.67026 +1756.3087 306.93973 +1758.2899 298.49384 +1760.2711 292.28952 +1762.2523 305.25269 +1764.2335 299.16055 +1766.2148 300.25854 +1768.196 296.1647 +1770.1772 289.6929 +1772.1584 293.58731 +1774.1398 305.52139 +1776.121 297.76132 +1778.1022 312.17972 +1780.0834 286.95184 +1782.0647 296.4567 +1784.0459 289.3992 +1786.0271 292.98691 +1788.0083 304.64435 +1789.9896 296.88147 +1791.9708 299.0188 +1793.952 288.61768 +1795.9332 286.68753 +1797.9146 290.80917 +1799.8958 298.13211 +1801.877 297.28952 +1803.8582 290.09848 +1805.8394 289.33041 +1807.8207 281.11826 +1809.8019 289.56723 +1811.7831 306.32703 +1813.7643 294.80679 +1815.7456 292.68936 +1817.7268 291.27823 +1819.708 292.77597 +1821.6892 293.12192 +1823.6705 291.65186 +1825.6517 286.62677 +1827.6329 296.73029 +1829.6141 296.08975 +1831.5955 292.11279 +1833.5767 297.44028 +1835.5579 296.21182 +1837.5391 284.07053 +1839.5204 286.05933 +1841.5016 283.28625 +1843.4828 289.94052 +1845.464 296.95294 +1847.4453 284.67746 +1849.4265 280.35352 +1851.4077 279.41937 +1853.3889 284.51855 +1855.3701 291.13385 +1857.3514 286.90875 +1859.3326 277.24915 +1861.3138 281.63239 +1863.295 287.56827 +1865.2764 287.33676 +1867.2576 287.13071 +1869.2388 281.13055 +1871.22 271.76007 +1873.2013 280.64493 +1875.1825 289.94885 +1877.1637 288.06882 +1879.1449 289.21884 +1881.1262 292.4823 +1883.1074 283.90543 +1885.0886 284.2854 +1887.0698 286.2211 +1889.0511 290.19788 +1891.0323 290.74924 +1893.0135 294.47055 +1894.9948 280.48856 +1896.9761 294.33578 +1898.9573 284.93912 +1900.9385 278.53317 +1902.9197 280.37946 +1904.9009 279.20813 +1906.8822 280.33578 +1908.8634 273.60263 +1910.8446 282.2428 +1912.8258 276.38232 +1914.8071 277.14536 +1916.7883 289.05673 +1918.7695 280.57275 +1920.7507 287.6525 +1922.7321 276.29013 +1924.7133 279.93256 +1926.6945 280.21005 +1928.6757 283.39352 +1930.657 286.29953 +1932.6382 274.17294 +1934.6194 293.40338 +1936.6006 275.48514 +1938.5819 280.56375 +1940.5631 271.73746 +1942.5443 289.43851 +1944.5255 289.43082 +1946.5068 285.78494 +1948.488 292.28482 +1950.4692 291.23227 +1952.4504 279.62259 +1954.4316 291.92801 +1956.413 289.1019 +1958.3942 293.45282 +1960.3754 277.59335 +1962.3566 280.9787 +1964.3379 286.89307 +1966.3191 285.52582 +1968.3003 287.33408 +1970.2815 287.83875 +1972.2628 288.21655 +1974.244 298.03275 +1976.2252 276.79187 +1978.2064 281.28281 +1980.1877 276.06946 +1982.1689 278.86267 +1984.1501 289.56598 +1986.1313 288.83914 +1988.1127 289.46341 +1990.0939 292.05682 +1992.0751 279.42563 +1994.0563 277.04044 +1996.0376 280.418 +1998.0188 291.51505 +2000 279.71136 +2500 264.33347 +2501.5496 265.19592 +2503.0991 262.91473 +2504.6487 262.71497 +2506.1982 261.29227 +2507.748 264.88019 +2509.2976 267.90515 +2510.8472 254.18544 +2512.3967 260.32623 +2513.9463 264.45013 +2515.4958 266.47342 +2517.0454 260.76065 +2518.595 262.70853 +2520.1445 271.23477 +2521.6943 267.5571 +2523.2439 256.54199 +2524.7935 264.91403 +2526.343 265.0011 +2527.8926 261.77139 +2529.4421 255.5155 +2530.9917 263.07263 +2532.5413 270.07089 +2534.0908 267.11392 +2535.6404 264.5947 +2537.1902 262.43896 +2538.7397 259.4118 +2540.2893 256.05817 +2541.8389 255.58162 +2543.3884 262.80289 +2544.938 255.23239 +2546.4875 263.9043 +2548.0371 256.56555 +2549.5867 250.58168 +2551.1365 258.72293 +2552.686 251.30579 +2554.2356 254.98785 +2555.7852 262.23737 +2557.3347 264.17108 +2558.8843 263.16785 +2560.4338 255.85162 +2561.9834 246.20143 +2563.533 257.43817 +2565.0828 263.58487 +2566.6323 263.02499 +2568.1819 269.44244 +2569.7314 264.73169 +2571.281 263.40369 +2572.8306 260.91373 +2574.3801 261.80536 +2575.9297 260.42395 +2577.4792 254.75513 +2579.0288 251.10916 +2580.5786 252.37773 +2582.1282 258.40933 +2583.6777 258.26956 +2585.2273 252.58975 +2586.7769 251.10614 +2588.3264 252.37781 +2589.876 270.03778 +2591.4255 271.92151 +2592.9751 260.4476 +2594.5249 253.38602 +2596.0745 257.73306 +2597.624 258.42014 +2599.1736 252.19501 +2600.7231 255.10168 +2602.2727 254.95071 +2603.8223 261.26331 +2605.3718 250.4062 +2606.9214 256.21402 +2608.4712 254.02272 +2610.0208 252.03502 +2611.5703 260.06079 +2613.1199 258.48492 +2614.6694 257.29065 +2616.219 248.39868 +2617.7686 252.56696 +2619.3181 269.73691 +2620.8677 260.21158 +2622.4172 257.31265 +2623.967 259.31744 +2625.5166 252.07158 +2627.0662 262.2637 +2628.6157 255.44527 +2630.1653 262.33035 +2631.7148 259.21085 +2633.2644 264.52042 +2634.814 251.0233 +2636.3635 251.9545 +2637.9133 257.04211 +2639.4629 255.56966 +2641.0125 255.52998 +2642.562 243.73903 +2644.1116 260.4743 +2645.6611 259.42651 +2647.2107 255.98193 +2648.7603 261.09003 +2650.3098 255.27702 +2651.8596 260.29544 +2653.4092 254.32452 +2654.9587 263.7374 +2656.5083 256.89066 +2658.0579 252.24879 +2659.6074 257.23712 +2661.157 253.5356 +2662.7065 243.96115 +2664.2561 246.51857 +2665.8057 255.04303 +2667.3555 244.05061 +2668.905 259.22925 +2670.4546 251.78064 +2672.0042 253.26915 +2673.5537 253.34288 +2675.1033 247.27971 +2676.6528 253.47748 +2678.2024 259.05521 +2679.752 254.12396 +2681.3018 258.7132 +2682.8513 265.28345 +2684.4009 258.81424 +2685.9504 253.67342 +2687.5 255.45135 +2689.0496 259.92987 +2690.5991 254.35909 +2692.1487 245.1223 +2693.6982 259.79248 +2695.248 263.02493 +2696.7976 250.20914 +2698.3472 246.83961 +2699.8967 243.09366 +2701.4463 259.59015 +2702.9958 265.12228 +2704.5454 257.04129 +2706.095 250.83952 +2707.6445 254.35489 +2709.1943 261.03854 +2710.7439 254.90714 +2712.2935 254.21307 +2713.843 251.0592 +2715.3926 248.15387 +2716.9421 253.56592 +2718.4917 253.97209 +2720.0413 241.53577 +2721.5908 250.84538 +2723.1404 250.81227 +2724.6902 253.06235 +2726.2397 251.77853 +2727.7893 260.44739 +2729.3389 254.57912 +2730.8884 240.46219 +2732.438 245.88412 +2733.9875 255.23174 +2735.5371 259.36713 +2737.0867 257.89014 +2738.6365 253.82423 +2740.186 248.53259 +2741.7356 257.29483 +2743.2852 254.62054 +2744.8347 266.15631 +2746.3843 262.7616 +2747.9338 266.37671 +2749.4834 259.87823 +2751.033 255.37486 +2752.5828 255.39993 +2754.1323 252.11177 +2755.6819 254.06947 +2757.2314 260.73734 +2758.781 256.41138 +2760.3306 250.7869 +2761.8801 259.1687 +2763.4297 256.68039 +2764.9792 246.78304 +2766.5288 248.38206 +2768.0786 249.58965 +2769.6282 243.77869 +2771.1777 257.48636 +2772.7273 257.98346 +2774.2769 245.51944 +2775.8264 259.67941 +2777.376 259.87708 +2778.9255 260.86404 +2780.4751 258.22461 +2782.0249 251.94679 +2783.5745 255.75224 +2785.124 261.85968 +2786.6736 259.18961 +2788.2231 254.79585 +2789.7727 255.22389 +2791.3223 242.7226 +2792.8718 249.25079 +2794.4214 243.18607 +2795.9712 265.13489 +2797.5208 251.90506 +2799.0703 256.9119 +2800.6199 266.05096 +2802.1694 258.8508 +2803.719 249.66978 +2805.2686 251.25482 +2806.8181 251.73633 +2808.3677 250.644 +2809.9172 259.32867 +2811.467 259.41614 +2813.0166 245.61964 +2814.5662 244.54874 +2816.1157 248.80275 +2817.6653 246.98438 +2819.2148 240.62843 +2820.7644 250.37206 +2822.314 247.05878 +2823.8635 250.74683 +2825.4133 263.75778 +2826.9629 249.07777 +2828.5125 258.18756 +2830.062 253.56683 +2831.6116 248.61 +2833.1611 248.98163 +2834.7107 259.84842 +2836.2603 258.41547 +2837.8098 250.40132 +2839.3596 256.81949 +2840.9092 264.39148 +2842.4587 256.84006 +2844.0083 251.77853 +2845.5579 257.45871 +2847.1074 257.46448 +2848.657 259.38956 +2850.2065 256.93942 +2851.7561 256.43088 +2853.3057 255.21608 +2854.8555 259.73904 +2856.405 250.96629 +2857.9546 239.39047 +2859.5042 244.81685 +2861.0537 250.54976 +2862.6033 259.16721 +2864.1528 252.17386 +2865.7024 254.94737 +2867.252 255.37854 +2868.8018 263.12506 +2870.3513 255.2749 +2871.9009 247.8401 +2873.4504 256.98581 +2875 257.80542 +2876.5496 250.81361 +2878.0991 251.64915 +2879.6487 255.04491 +2881.1982 245.41864 +2882.748 248.09372 +2884.2976 250.63596 +2885.8472 251.68611 +2887.3967 252.67099 +2888.9463 254.48022 +2890.4958 248.93123 +2892.0454 245.00455 +2893.595 255.22627 +2895.1445 242.04961 +2896.6943 258.77417 +2898.2439 257.5694 +2899.7935 258.65186 +2901.343 260.6843 +2902.8926 260.33374 +2904.4421 253.63391 +2905.9917 242.41866 +2907.5413 242.70313 +2909.0908 253.32532 +2910.6404 252.28789 +2912.1902 241.88701 +2913.7397 242.03384 +2915.2893 249.28825 +2916.8389 260.15286 +2918.3884 258.87115 +2919.938 245.15396 +2921.4875 232.30896 +2923.0371 248.83461 +2924.5867 252.729 +2926.1365 246.11722 +2927.686 244.06795 +2929.2356 255.98796 +2930.7852 243.92114 +2932.3347 257.25366 +2933.8843 249.81485 +2935.4338 257.91919 +2936.9834 259.51697 +2938.533 258.36282 +2940.0828 259.56265 +2941.6323 260.32565 +2943.1819 253.3367 +2944.7314 253.17125 +2946.281 257.3288 +2947.8306 255.53389 +2949.3801 252.14285 +2950.9297 247.21442 +2952.4792 246.97807 +2954.0288 245.94737 +2955.5786 249.02434 +2957.1282 252.56342 +2958.6777 242.07707 +2960.2273 253.99384 +2961.7769 248.09973 +2963.3264 244.87688 +2964.876 253.36119 +2966.4255 243.06145 +2967.9751 255.85089 +2969.5249 241.92015 +2971.0745 246.97322 +2972.624 243.40392 +2974.1736 253.16884 +2975.7231 256.64001 +2977.2727 258.47003 +2978.8223 251.51236 +2980.3718 251.06059 +2981.9214 255.20984 +2983.4712 249.84137 +2985.0208 241.47232 +2986.5703 246.17326 +2988.1199 247.39334 +2989.6694 242.45975 +2991.219 244.10522 +2992.7686 245.5645 +2994.3181 248.16055 +2995.8677 250.09213 +2997.4172 243.6084 +2998.967 249.74672 +3000.5166 261.38635 +3002.0662 250.25058 +3003.6157 255.27794 +3005.1653 254.71481 +3006.7148 245.04356 +3008.2644 245.23543 +3009.814 239.83763 +3011.3635 246.32565 +3012.9133 258.60199 +3014.4629 253.16026 +3016.0125 253.4704 +3017.562 253.8956 +3019.1116 255.2574 +3020.6611 245.35704 +3022.2107 247.49165 +3023.7603 252.6953 +3025.3098 248.98615 +3026.8596 248.3163 +3028.4092 258.40131 +3029.9587 255.63838 +3031.5083 253.3405 +3033.0579 254.87001 +3034.6074 255.69395 +3036.157 252.23405 +3037.7065 245.40892 +3039.2561 246.90475 +3040.8057 247.90746 +3042.3555 244.83841 +3043.905 242.26897 +3045.4546 244.60838 +3047.0042 249.41589 +3048.5537 245.64485 +3050.1033 254.8257 +3051.6528 256.18509 +3053.2024 255.25339 +3054.752 246.17204 +3056.3018 251.3177 +3057.8513 251.88405 +3059.4009 249.17221 +3060.9504 255.37628 +3062.5 243.82193 +3064.0496 240.55458 +3065.5991 248.86508 +3067.1487 249.55486 +3068.6982 253.72585 +3070.248 261.00879 +3071.7976 262.30353 +3073.3472 251.93164 +3074.8967 248.15787 +3076.4463 244.63467 +3077.9958 249.92838 +3079.5454 256.69366 +3081.095 250.7393 +3082.6445 251.09569 +3084.1943 255.50284 +3085.7439 250.33395 +3087.2935 258.73264 +3088.843 254.91977 +3090.3926 247.05505 +3091.9421 251.47192 +3093.4917 246.41322 +3095.0413 247.84534 +3096.5908 250.6084 +3098.1404 251.42203 +3099.6902 245.6378 +3101.2397 250.09091 +3102.7893 251.62526 +3104.3389 248.52542 +3105.8884 246.7531 +3107.438 246.94208 +3108.9875 255.18791 +3110.5371 255.96829 +3112.0867 251.31459 +3113.6365 253.21696 +3115.186 248.88225 +3116.7356 243.23335 +3118.2852 248.00308 +3119.8347 253.98013 +3121.3843 250.60352 +3122.9338 247.45041 +3124.4834 247.86163 +3126.033 258.81152 +3127.5828 250.63585 +3129.1323 249.17039 +3130.6819 248.07959 +3132.2314 247.16411 +3133.781 243.55237 +3135.3306 256.32965 +3136.8801 256.52148 +3138.4297 242.3799 +3139.9792 251.78995 +3141.5288 258.60492 +3143.0786 253.31219 +3144.6282 260.19058 +3146.1777 251.80693 +3147.7273 242.37172 +3149.2769 251.0901 +3150.8264 252.60686 +3152.376 240.81664 +3153.9255 252.50322 +3155.4751 253.42545 +3157.0249 254.30534 +3158.5745 257.86615 +3160.124 249.37422 +3161.6736 253.32027 +3163.2231 246.86923 +3164.7727 237.34843 +3166.3223 242.90511 +3167.8718 252.24371 +3169.4214 253.3257 +3170.9712 256.07281 +3172.5208 256.44373 +3174.0703 255.49997 +3175.6199 252.97662 +3177.1694 249.98328 +3178.719 251.19507 +3180.2686 242.82068 +3181.8181 261.90817 +3183.3677 254.37357 +3184.9172 258.29675 +3186.467 255.46167 +3188.0166 250.66475 +3189.5662 248.65938 +3191.1157 259.65393 +3192.6653 250.83649 +3194.2148 254.81496 +3195.7644 257.14871 +3197.314 247.71436 +3198.8635 247.38173 +3200.4133 255.52676 +3201.9629 257.26627 +3203.5125 251.51662 +3205.062 249.96078 +3206.6116 247.25821 +3208.1611 250.05614 +3209.7107 246.90233 +3211.2603 256.68088 +3212.8098 255.3645 +3214.3596 253.005 +3215.9092 249.89871 +3217.4587 249.14632 +3219.0083 253.80731 +3220.5579 261.13898 +3222.1074 253.58638 +3223.657 249.02129 +3225.2065 256.37958 +3226.7561 251.8035 +3228.3057 246.63908 +3229.8555 245.29233 +3231.405 250.83342 +3232.9546 251.49126 +3234.5042 253.67654 +3236.0537 259.14697 +3237.6033 249.59911 +3239.1528 246.84386 +3240.7024 246.27678 +3242.252 239.48701 +3243.8018 242.03166 +3245.3513 246.75171 +3246.9009 244.91522 +3248.4504 252.60019 +3250 251.88092 +3251.5496 238.59845 +3253.0991 238.82349 +3254.6487 245.17017 +3256.1982 246.53049 +3257.748 245.46638 +3259.2976 250.09724 +3260.8472 250.14973 +3262.3967 252.0015 +3263.9463 254.25208 +3265.4958 255.02794 +3267.0454 254.3983 +3268.595 253.01248 +3270.1445 252.41533 +3271.6943 250.3291 +3273.2439 252.81729 +3274.7935 245.9707 +3276.343 251.22345 +3277.8926 258.80933 +3279.4421 251.98904 +3280.9917 249.4628 +3282.5413 250.8764 +3284.0908 255.17683 +3285.6404 254.96523 +3287.1902 252.06439 +3288.7397 249.51935 +3290.2893 252.65714 +3291.8389 252.16531 +3293.3884 254.40234 +3294.938 255.2188 +3296.4875 250.70811 +3298.0371 252.63329 +3299.5867 252.83492 +3301.1365 251.23567 +3302.686 249.29965 +3304.2356 252.21063 +3305.7852 256.69479 +3307.3347 251.50264 +3308.8843 249.05428 +3310.4338 250.73489 +3311.9834 251.41324 +3313.533 248.9249 +3315.0828 247.83212 +3316.6323 251.56239 +3318.1819 255.98474 +3319.7314 255.09906 +3321.281 246.56703 +3322.8306 250.91447 +3324.3801 253.63193 +3325.9297 261.42441 +3327.4792 255.46307 +3329.0288 252.17445 +3330.5786 258.90823 +3332.1282 251.06555 +3333.6777 247.09975 +3335.2273 265.12851 +3336.7769 257.45706 +3338.3264 250.67154 +3339.876 247.65746 +3341.4255 250.49886 +3342.9751 255.39188 +3344.5249 263.84915 +3346.0745 272.45062 +3347.624 256.96652 +3349.1736 246.1841 +3350.7231 252.63582 +3352.2727 260.22473 +3353.8223 261.7836 +3355.3718 257.06726 +3356.9214 244.07895 +3358.4712 259.23584 +3360.0208 251.88707 +3361.5703 265.46817 +3363.1199 268.52347 +3364.6694 256.38873 +3366.219 253.02881 +3367.7686 255.65532 +3369.3181 260.09003 +3370.8677 261.73642 +3372.4172 254.23987 +3373.967 259.76532 +3375.5166 254.95557 +3377.0662 257.96518 +3378.6157 267.57797 +3380.1653 254.29427 +3381.7148 271.63019 +3383.2644 271.8623 +3384.814 261.27997 +3386.3635 253.76067 +3387.9133 266.56732 +3389.4629 249.51512 +3391.0125 258.57657 +3392.562 259.61572 +3394.1116 253.7682 +3395.6611 250.77383 +3397.2107 253.97112 +3398.7603 266.38705 +3400.3098 274.4061 +3401.8596 274.11081 +3403.4092 263.97275 +3404.9587 267.19785 +3406.5083 271.10611 +3408.0579 265.38806 +3409.6074 257.00235 +3411.157 259.81918 +3412.7065 256.47296 +3414.2561 259.0162 +3415.8057 263.2915 +3417.3555 267.99976 +3418.905 275.89557 +3420.4546 270.04181 +3422.0042 264.99283 +3423.5537 267.99484 +3425.1033 270.263 +3426.6528 262.13968 +3428.2024 264.98572 +3429.752 272.6084 +3431.3018 270.46555 +3432.8513 272.55582 +3434.4009 269.55692 +3435.9504 267.29327 +3437.5 263.16336 +3439.0496 266.17679 +3440.5991 267.89908 +3442.1487 270.69238 +3443.6982 272.41461 +3445.248 266.58035 +3446.7976 279.79642 +3448.3472 278.69028 +3449.8967 274.99255 +3451.4463 273.72934 +3452.9958 261.18164 +3454.5454 276.91934 +3456.095 270.56299 +3457.6445 274.41672 +3459.1943 267.45395 +3460.7439 266.66254 +3462.2935 276.49588 +3463.843 272.34558 +3465.3926 264.8302 +3466.9421 274.85687 +3468.4917 277.41772 +3470.0413 274.68939 +3471.5908 277.11777 +3473.1404 270.20563 +3474.6902 272.68314 +3476.2397 268.57904 +3477.7893 269.91806 +3479.3389 281.75211 +3480.8884 281.74011 +3482.438 279.49786 +3483.9875 280.10202 +3485.5371 277.28271 +3487.0867 280.51224 +3488.6365 286.24045 +3490.186 288.75247 +3491.7356 284.29599 +3493.2852 285.384 +3494.8347 282.56702 +3496.3843 276.44089 +3497.9338 277.9324 +3499.4834 275.58719 +3501.033 287.59314 +3502.5828 284.86639 +3504.1323 290.95044 +3505.6819 280.2894 +3507.2314 290.27173 +3508.781 282.29865 +3510.3306 293.59885 +3511.8801 298.51648 +3513.4297 296.47708 +3514.9792 287.1098 +3516.5288 292.311 +3518.0786 279.01404 +3519.6282 291.63235 +3521.1777 302.58453 +3522.7273 293.91202 +3524.2769 286.04498 +3525.8264 302.69666 +3527.376 293.40918 +3528.9255 299.6189 +3530.4751 286.96097 +3532.0249 285.09595 +3533.5745 292.04456 +3535.124 293.46652 +3536.6736 293.56277 +3538.2231 306.10535 +3539.7727 306.08716 +3541.3223 296.70908 +3542.8718 294.21918 +3544.4214 295.3945 +3545.9712 300.3916 +3547.5208 308.41052 +3549.0703 304.79303 +3550.6199 301.71158 +3552.1694 300.23218 +3553.719 310.32239 +3555.2686 307.85275 +3556.8181 298.13461 +3558.3677 302.49652 +3559.9172 305.32037 +3561.467 306.42371 +3563.0166 313.71069 +3564.5662 316.87546 +3566.1157 309.91644 +3567.6653 306.88446 +3569.2148 310.71262 +3570.7644 313.54126 +3572.314 317.19849 +3573.8635 315.68695 +3575.4133 308.84756 +3576.9629 300.93851 +3578.5125 297.85907 +3580.062 296.96805 +3581.6116 305.82758 +3583.1611 314.94922 +3584.7107 312.73126 +3586.2603 304.04926 +3587.8098 308.46216 +3589.3596 301.54926 +3590.9092 291.56021 +3592.4587 288.83841 +3594.0083 295.09888 +3595.5579 301.57831 +3597.1074 300.5491 +3598.657 299.95911 +3600.2065 289.67258 +3601.7561 296.55551 +3603.3057 294.42654 +3604.8555 299.92474 +3606.405 285.08264 +3607.9546 293.58774 +3609.5042 290.46985 +3611.0537 282.83456 +3612.6033 290.3421 +3614.1528 292.77921 +3615.7024 289.04163 +3617.252 283.01373 +3618.8018 285.57681 +3620.3513 285.58594 +3621.9009 276.99689 +3623.4504 274.18115 +3625 268.31256 +3626.5496 268.44373 +3628.0991 276.0408 +3629.6487 267.84399 +3631.1982 264.73438 +3632.748 271.59262 +3634.2976 249.48676 +3635.8472 264.39023 +3637.3967 274.67401 +3638.9463 267.50122 +3640.4958 264.37872 +3642.0454 252.32065 +3643.595 258.6832 +3645.1445 264.81705 +3646.6943 256.32681 +3648.2439 258.47519 +3649.7935 254.0159 +3651.343 254.3002 +3652.8926 246.8488 +3654.4421 242.73273 +3655.9917 243.3121 +3657.5413 244.42517 +3659.0908 237.46362 +3660.6404 239.39815 +3662.1902 232.44278 +3663.7397 232.69081 +3665.2893 243.43268 +3666.8389 221.48909 +3668.3884 228.03238 +3669.938 229.54443 +3671.4875 230.92056 +3673.0371 230.6496 +3674.5867 232.12708 +3676.1365 238.27344 +3677.686 230.9482 +3679.2356 224.50792 +3680.7852 222.68843 +3682.3347 223.90616 +3683.8843 219.70529 +3685.4338 218.96672 +3686.9834 221.77658 +3688.533 219.41634 +3690.0828 214.82559 +3691.6323 215.40506 +3693.1819 229.22098 +3694.7314 226.43503 +3696.281 216.274 +3697.8306 216.12836 +3699.3801 206.24818 +3700.9297 213.77795 +3702.4792 214.67665 +3704.0288 208.20203 +3705.5786 215.11342 +3707.1282 214.34644 +3708.6777 206.54568 +3710.2273 209.4688 +3711.7769 216.52878 +3713.3264 219.59732 +3714.876 213.64349 +3716.4255 201.2478 +3717.9751 211.2262 +3719.5249 219.09018 +3721.0745 217.73598 +3722.624 205.31186 +3724.1736 208.78337 +3725.7231 211.02946 +3727.2727 211.41635 +3728.8223 210.62007 +3730.3718 212.65738 +3731.9214 208.22984 +3733.4712 211.45674 +3735.0208 204.87833 +3736.5703 203.53571 +3738.1199 205.23068 +3739.6694 198.55664 +3741.219 206.64009 +3742.7686 209.36497 +3744.3181 201.70175 +3745.8677 201.31911 +3747.4172 205.80229 +3748.967 205.64415 +3750.5166 211.40262 +3752.0662 203.9325 +3753.6157 207.26437 +3755.1653 200.62419 +3756.7148 192.6084 +3758.2644 195.85434 +3759.814 199.12213 +3761.3635 195.78276 +3762.9133 201.46164 +3764.4629 202.65431 +3766.0125 201.68532 +3767.562 210.01854 +3769.1116 204.88496 +3770.6611 198.39041 +3772.2107 204.19748 +3773.7603 207.23862 +3775.3098 198.38371 +3776.8596 199.86234 +3778.4092 196.77284 +3779.9587 202.64807 +3781.5083 197.44182 +3783.0579 198.79626 +3784.6074 206.53775 +3786.157 202.40665 +3787.7065 194.35944 +3789.2561 195.35388 +3790.8057 200.87152 +3792.3555 197.85118 +3793.905 194.92349 +3795.4546 192.11931 +3797.0042 195.67638 +3798.5537 204.99333 +3800.1033 195.72702 +3801.6528 205.26552 +3803.2024 200.84395 +3804.752 199.32489 +3806.3018 203.80438 +3807.8513 199.09964 +3809.4009 200.73636 +3810.9504 199.21387 +3812.5 203.30261 +3814.0496 202.86713 +3815.5991 199.43959 +3817.1487 189.82465 +3818.6982 200.68156 +3820.248 185.69704 +3821.7976 196.06805 +3823.3472 197.33783 +3824.8967 193.54092 +3826.4463 188.77797 +3827.9958 195.95769 +3829.5454 195.8907 +3831.095 193.01636 +3832.6445 195.99089 +3834.1943 193.32161 +3835.7439 192.41039 +3837.2935 190.92931 +3838.843 200.59332 +3840.3926 196.6933 +3841.9421 196.70126 +3843.4917 200.06187 +3845.0413 198.6181 +3846.5908 190.90863 +3848.1404 195.35254 +3849.6902 195.54225 +3851.2397 197.47974 +3852.7893 193.55562 +3854.3389 200.42853 +3855.8884 199.5078 +3857.438 181.72806 +3858.9875 192.37573 +3860.5371 192.95734 +3862.0867 190.02097 +3863.6365 192.68636 +3865.186 200.05612 +3866.7356 193.56883 +3868.2852 185.67336 +3869.8347 197.77141 +3871.3843 197.50156 +3872.9338 194.76256 +3874.4834 189.88458 +3876.033 189.74797 +3877.5828 186.02747 +3879.1323 194.93681 +3880.6819 191.84396 +3882.2314 188.37167 +3883.781 189.77057 +3885.3306 188.75288 +3886.8801 188.89854 +3888.4297 196.94118 +3889.9792 198.05977 +3891.5288 195.28714 +3893.0786 185.97067 +3894.6282 180.6084 +3896.1777 188.18452 +3897.7273 204.63876 +3899.2769 183.61879 +3900.8264 197.31856 +3902.376 195.52121 +3903.9255 197.72948 +3905.4751 194.93233 +3907.0249 188.67604 +3908.5745 196.95261 +3910.124 193.81322 +3911.6736 191.58179 +3913.2231 192.89822 +3914.7727 189.46118 +3916.3223 189.72798 +3917.8718 194.45224 +3919.4214 188.87827 +3920.9712 195.61133 +3922.5208 187.38925 +3924.0703 189.87212 +3925.6199 181.45451 +3927.1694 191.12311 +3928.719 188.22966 +3930.2686 184.69373 +3931.8181 189.61574 +3933.3677 188.53166 +3934.9172 188.47585 +3936.467 198.84323 +3938.0166 184.36607 +3939.5662 180.29584 +3941.1157 189.88425 +3942.6653 185.71843 +3944.2148 174.18379 +3945.7644 183.36662 +3947.314 187.30237 +3948.8635 187.79662 +3950.4133 190.07494 +3951.9629 199.70068 +3953.5125 186.47739 +3955.062 193.55905 +3956.6116 195.7458 +3958.1611 187.3782 +3959.7107 188.65897 +3961.2603 183.39539 +3962.8098 185.18929 +3964.3596 192.44969 +3965.9092 194.6109 +3967.4587 187.6349 +3969.0083 186.64441 +3970.5579 193.13693 +3972.1074 178.89084 +3973.657 193.57159 +3975.2065 195.90691 +3976.7561 187.81862 +3978.3057 193.62964 +3979.8555 191.35374 +3981.405 183.98369 +3982.9546 182.62408 +3984.5042 183.14246 +3986.0537 184.99998 +3987.6033 192.11011 +3989.1528 185.19054 +3990.7024 194.31924 +3992.252 184.21718 +3993.8018 195.40155 +3995.3513 196.18025 +3996.9009 194.27109 +3998.4504 193.28902 +4000 198.72659 diff --git a/examples/rameau_example/raw/Som-15-13.txt b/examples/rameau_example/raw/Som-15-13.txt new file mode 100644 index 0000000..92d58fe --- /dev/null +++ b/examples/rameau_example/raw/Som-15-13.txt @@ -0,0 +1,1929 @@ +100 703.09473 +101.98123 786.58636 +103.96246 889.28021 +105.9437 965.10309 +107.92492 1000.8479 +109.90615 1051.2429 +111.88738 1088.569 +113.86861 1107.2064 +115.84985 1121.9401 +117.83108 1180.9849 +119.8123 1184.5397 +121.79353 1176.7822 +123.77477 1196.1837 +125.756 1192.7131 +127.73723 1166.9233 +129.71846 1165.3606 +131.69969 1171.0676 +133.68092 1179.6279 +135.66216 1141.3049 +137.64337 1157.5664 +139.6246 1149.4827 +141.60583 1130.6547 +143.58707 1128.6577 +145.5683 1128.9642 +147.54953 1137.2628 +149.53076 1133.7668 +151.51199 1109.641 +153.49323 1123.5209 +155.47446 1116.3647 +157.45569 1101.1616 +159.43692 1098.9525 +161.41814 1083.75 +163.39937 1064.4158 +165.3806 1077.4279 +167.36183 1078.4746 +169.34306 1070.6249 +171.3243 1076.688 +173.30553 1077.6389 +175.28676 1058.863 +177.26799 1066.9653 +179.24922 1042.2777 +181.23045 1048.6594 +183.21169 1052.953 +185.19292 1035.6365 +187.17413 1031.2034 +189.15536 1024.7882 +191.1366 1016.3851 +193.11783 1005.6394 +195.09906 992.94904 +197.08029 990.38123 +199.06152 982.1684 +201.04276 973.69403 +203.02399 989.44489 +205.00522 979.19452 +206.98645 977.89056 +208.96768 962.70477 +210.9489 963.46289 +212.93013 964.71631 +214.91136 958.43262 +216.89259 961.82568 +218.87383 960.77307 +220.85506 928.89874 +222.83629 959.78632 +224.81752 930.15753 +226.79875 923.97601 +228.77998 960.27545 +230.76122 942.82123 +232.74245 939.48639 +234.72366 925.89349 +236.7049 912.17554 +238.68613 914.2699 +240.66736 914.54553 +242.64859 898.52466 +244.62982 892.15253 +246.61105 911.05884 +248.59229 909.39063 +250.57352 902.25403 +252.55475 900.45001 +254.53598 911.75043 +256.51721 899.61725 +258.49844 895.37585 +260.47968 899.87122 +262.46091 904.90936 +264.44214 903.44824 +266.42337 886.6886 +268.4046 863.93512 +270.38583 860.74945 +272.36703 881.35657 +274.34827 850.53943 +276.3295 866.00354 +278.31073 872.24097 +280.29196 855.89563 +282.27319 858.90405 +284.25443 868.3432 +286.23566 871.86432 +288.21689 864.10413 +290.19812 850.93335 +292.17935 849.12164 +294.16058 850.51617 +296.14182 846.14716 +298.12305 859.65924 +300.10428 856.20026 +302.08551 823.43439 +304.06674 852.00073 +306.04797 825.09729 +308.02921 816.57043 +310.01044 823.44336 +311.99167 828.39581 +313.9729 824.24762 +315.95413 807.62836 +317.93536 798.52112 +319.91656 809.92957 +321.8978 802.78278 +323.87903 825.61139 +325.86026 821.47296 +327.84149 801.12183 +329.82272 806.05719 +331.80396 795.11047 +333.78519 771.99261 +335.76642 768.60724 +337.74765 792.26697 +339.72888 810.11432 +341.71011 802.28418 +343.69135 791.43756 +345.67258 794.18457 +347.65381 791.07074 +349.63504 780.09009 +351.61627 796.11554 +353.5975 798.52588 +355.57874 788.78754 +357.55997 790.27759 +359.5412 808.66077 +361.52243 798.61499 +363.50366 784.27893 +365.48489 786.0058 +367.46613 785.07788 +369.44733 783.36444 +371.42856 791.26288 +373.40979 777.97235 +375.39102 780.98456 +377.37225 806.51331 +379.35349 810.20892 +381.33472 801.21637 +383.31595 824.27985 +385.29718 818.58081 +387.27841 797.49725 +389.25964 797.70032 +391.24088 791.57922 +393.22211 801.26483 +395.20334 811.03998 +397.18457 804.00763 +399.1658 813.48889 +401.14703 822.91986 +403.12827 798.49585 +405.1095 806.77191 +407.09073 825.84027 +409.07196 815.57751 +411.05319 829.93048 +413.03442 824.59668 +415.01566 815.54694 +416.99686 794.94507 +418.97809 792.99139 +420.95932 800.25415 +422.94055 803.25 +424.92178 808.97986 +426.90302 815.40533 +428.88425 810.97546 +430.86548 802.71729 +432.84671 799.12311 +434.82794 806.92029 +436.80917 827.33307 +438.79041 824.29193 +440.77164 828.38068 +442.75287 807.9115 +444.7341 813.23035 +446.71533 831.59662 +448.69656 815.26776 +450.6778 824.39441 +452.65903 833.15497 +454.64026 831.18121 +456.62149 828.4986 +458.60272 815.12653 +460.58395 809.87653 +462.56519 830.85669 +464.54642 840.85876 +466.52762 849.31207 +468.50885 863.01038 +470.49008 838.09674 +472.47131 838.90411 +474.45255 839.216 +476.43378 842.46484 +478.41501 845.47986 +480.39624 842.15234 +482.37747 832.30499 +484.3587 828.4859 +486.33994 838.69183 +488.32117 842.3363 +490.3024 841.97961 +492.28363 853.6217 +494.26486 855.08069 +496.24609 852.38324 +498.22733 844.81757 +500.20856 837.48315 +502.18979 844.64758 +504.17102 835.45905 +506.15225 839.83844 +508.13348 865.62378 +510.11472 848.45587 +512.09595 835.95374 +514.07715 846.42578 +516.05841 843.37268 +518.03961 842.83691 +520.02087 855.20953 +522.00208 842.97144 +523.98334 822.10754 +525.96454 835.05347 +527.9458 846.17975 +529.927 832.84247 +531.90826 827.94171 +533.88947 827.9621 +535.87073 842.36859 +537.85193 819.81433 +539.83313 823.59534 +541.81439 811.41534 +543.79559 815.40814 +545.77686 819.45221 +547.75806 813.45703 +549.73932 817.70587 +551.72052 819.85431 +553.70178 808.68182 +555.68298 809.2113 +557.66425 807.84332 +559.64545 795.11017 +561.62671 799.76538 +563.60791 811.26495 +565.58917 806.12256 +567.57037 815.85291 +569.55164 808.40088 +571.53284 800.68622 +573.5141 806.94757 +575.4953 799.75079 +577.47656 778.36639 +579.45776 760.70782 +581.43903 767.08771 +583.42023 760.86292 +585.40149 778.50385 +587.38269 764.39142 +589.36389 757.07764 +591.34515 738.56183 +593.32635 725.21851 +595.30762 735.01202 +597.28882 746.32019 +599.27008 739.9043 +601.25128 720.06274 +603.23254 704.49011 +605.21375 699.10736 +607.19501 683.18512 +609.17621 677.75873 +611.15747 669.5271 +613.13867 670.99231 +615.11993 668.05054 +617.10114 654.25336 +619.0824 663.2807 +621.0636 661.4585 +623.04486 649.61035 +625.02606 645.68829 +627.00732 652.16492 +628.98853 626.76605 +630.96979 616.92816 +632.95099 622.47229 +634.93225 639.02081 +636.91345 639.81317 +638.89465 632.36298 +640.87592 638.14069 +642.85712 638.17682 +644.83838 634.94867 +646.81958 642.22278 +648.80084 627.28754 +650.78204 620.67285 +652.76331 634.87189 +654.74451 611.92944 +656.72577 620.51398 +658.70697 612.93042 +660.68823 623.37262 +662.66943 628.88171 +664.6507 623.58807 +666.6319 617.87384 +668.61316 633.87738 +670.59436 636.54211 +672.57562 641.49323 +674.55682 648.28766 +676.53809 635.25793 +678.51929 610.82178 +680.50055 621.77368 +682.48175 636.836 +684.46301 629.25775 +686.44421 625.25574 +688.42542 616.35663 +690.40668 605.97058 +692.38788 622.55713 +694.36914 631.01068 +696.35034 618.96368 +698.3316 619.6283 +700.31281 623.07538 +702.29407 615.29431 +704.27527 612.71692 +706.25653 598.08551 +708.23773 619.98859 +710.21899 601.68079 +712.2002 609.16284 +714.18146 589.26062 +716.16266 589.16516 +718.14392 581.54016 +720.12512 596.89941 +722.10638 593.72754 +724.08759 576.07001 +726.06885 573.45331 +728.05005 569.35785 +730.03131 573.05231 +732.01251 570.80548 +733.99371 559.42657 +735.97498 559.03961 +737.95618 558.52667 +739.93744 558.14905 +741.91864 555.88342 +743.8999 549.71204 +745.8811 547.67236 +747.86237 540.18085 +749.84357 540.79633 +751.82483 540.79413 +753.80603 530.03888 +755.78729 536.29443 +757.76849 529.35382 +759.74976 528.92413 +761.73096 530.43042 +763.71222 532.35272 +765.69342 520.97638 +767.67468 516.12067 +769.65588 495.78262 +771.63715 503.95996 +773.61835 490.2272 +775.59961 492.84534 +777.58081 502.40027 +779.56207 495.50299 +781.54327 490.11349 +783.52448 490.61536 +785.50574 494.76733 +787.48694 490.01123 +789.4682 480.27548 +791.4494 482.30685 +793.43066 481.9686 +795.41187 475.38867 +797.39313 478.60577 +799.37433 480.88397 +801.35559 474.41406 +803.33679 469.26089 +805.31805 463.11465 +807.29926 461.30328 +809.28052 461.02628 +811.26172 457.85971 +813.24298 458.79111 +815.22418 449.90036 +817.20544 457.07803 +819.18665 458.74393 +821.16791 460.63458 +823.14911 483.40472 +825.13037 475.64713 +827.11157 475.04578 +829.09283 480.91187 +831.07404 469.11734 +833.05524 489.94995 +835.0365 497.62717 +837.0177 513.77698 +838.99896 500.65704 +840.98016 516.55774 +842.96143 537.7558 +844.94263 529.41626 +846.92389 548.30701 +848.90509 546.54541 +850.88635 541.82178 +852.86755 563.66919 +854.84882 580.24561 +856.83002 601.1178 +858.81128 592.3208 +860.79248 601.73468 +862.77374 611.31494 +864.75494 599.38812 +866.73621 606.98083 +868.71741 628.54407 +870.69867 640.13867 +872.67987 639.48199 +874.66113 645.02075 +876.64233 668.4184 +878.6236 672.94733 +880.6048 668.36694 +882.586 670.86884 +884.56726 678.52008 +886.54846 682.21674 +888.52972 694.34631 +890.51093 700.25806 +892.49219 701.08539 +894.47339 712.69312 +896.45465 722.04132 +898.43585 737.9549 +900.41711 733.82928 +902.39832 733.53766 +904.37958 739.39838 +906.36078 740.85779 +908.34204 749.8858 +910.32324 755.06146 +912.3045 742.98425 +914.28571 763.11407 +916.26697 763.49292 +918.24817 757.38623 +920.22943 792.38147 +922.21063 769.72607 +924.19189 782.61676 +926.1731 756.86658 +928.15436 769.87512 +930.13556 793.88794 +932.11676 777.13214 +934.09802 789.82916 +936.07922 776.27051 +938.06049 788.43719 +940.04169 805.29968 +942.02295 790.79736 +944.00415 791.77606 +945.98541 778.6283 +947.96661 796.23633 +949.94788 794.50793 +951.92908 797.20227 +953.91034 785.57855 +955.89154 799.38312 +957.8728 788.16724 +959.854 805.94684 +961.83527 792.71228 +963.81647 807.45667 +965.79773 765.07544 +967.77893 794.06299 +969.76019 791.63281 +971.74139 797.04431 +973.72266 773.52954 +975.70386 761.64832 +977.68506 771.15961 +979.66632 770.7605 +981.64752 760.41431 +983.62878 772.02734 +985.60999 780.26038 +987.59125 763.06201 +989.57245 756.68073 +991.55371 771.58459 +993.53491 752.37006 +995.51617 758.92596 +997.49738 751.57672 +999.47864 751.81989 +1001.4598 736.10107 +1003.4411 729.43414 +1005.4223 731.4137 +1007.4036 712.89227 +1009.3848 702.23004 +1011.366 697.98877 +1013.3472 707.55054 +1015.3285 702.54541 +1017.3097 700.98102 +1019.291 701.03217 +1021.2722 695.40118 +1023.2534 678.0332 +1025.2346 677.7262 +1027.2158 680.57935 +1029.197 681.40137 +1031.1783 679.36884 +1033.1595 650.8642 +1035.1407 644.3089 +1037.1219 620.45728 +1039.1033 622.95496 +1041.0845 615.1098 +1043.0657 620.24951 +1045.0469 624.20801 +1047.0282 612.61884 +1049.0094 595.91461 +1050.9906 569.82556 +1052.9718 566.94867 +1054.9531 575.48761 +1056.9343 576.08282 +1058.9155 556.08374 +1060.8967 539.93201 +1062.8781 539.09784 +1064.8593 532.25214 +1066.8405 524.62213 +1068.8217 524.98724 +1070.803 517.0246 +1072.7842 506.61777 +1074.7654 495.88763 +1076.7466 495.60773 +1078.7278 489.23334 +1080.7091 473.45624 +1082.6903 469.5593 +1084.6715 464.75827 +1086.6527 458.94968 +1088.634 450.53809 +1090.6152 429.29382 +1092.5964 422.40118 +1094.5776 421.38763 +1096.559 410.53098 +1098.5402 409.54517 +1100.5214 407.96219 +1102.5026 399.43405 +1104.4839 391.92136 +1106.4651 377.4823 +1108.4463 379.04156 +1110.4275 383.56412 +1112.4088 376.24774 +1114.39 372.81876 +1116.3712 368.5842 +1118.3524 354.89563 +1120.3337 351.36301 +1122.3149 361.73621 +1124.2961 354.80774 +1126.2773 345.39929 +1128.2585 337.61902 +1130.2399 331.65933 +1132.2211 335.47586 +1134.2023 327.6123 +1136.1835 325.65295 +1138.1648 310.61716 +1140.146 318.39764 +1142.1272 312.08585 +1144.1084 309.12842 +1146.0897 326.69757 +1148.0709 311.70483 +1150.0521 298.09201 +1152.0333 309.2403 +1154.0146 312.27695 +1155.9958 302.99753 +1157.9771 301.80521 +1159.9583 280.56955 +1161.9396 282.23218 +1163.9208 284.10953 +1165.902 277.70132 +1167.8832 276.30634 +1169.8645 272.68314 +1171.8457 289.18472 +1173.8269 278.86884 +1175.8081 267.77359 +1177.7893 276.60114 +1179.7706 261.09079 +1181.7518 260.2251 +1183.733 261.19846 +1185.7142 265.91031 +1187.6956 271.71613 +1189.6768 268.85391 +1191.658 258.62787 +1193.6392 254.80139 +1195.6205 256.95969 +1197.6017 260.16394 +1199.5829 245.31419 +1201.5641 249.50818 +1203.5454 252.33595 +1205.5266 252.75684 +1207.5078 250.00775 +1209.489 253.73509 +1211.4703 247.61348 +1213.4515 243.09232 +1215.4327 237.62862 +1217.4139 241.70171 +1219.3953 246.91704 +1221.3765 243.93471 +1223.3577 238.86037 +1225.3389 245.70322 +1227.3201 243.11513 +1229.3014 247.64328 +1231.2826 239.56097 +1233.2638 247.09508 +1235.245 252.38426 +1237.2263 245.36023 +1239.2075 238.71768 +1241.1887 243.6037 +1243.1699 247.67401 +1245.1512 243.45668 +1247.1324 239.51901 +1249.1136 234.73692 +1251.0948 235.12642 +1253.0762 238.56613 +1255.0574 238.16772 +1257.0386 227.40506 +1259.0198 229.07085 +1261.0011 234.86362 +1262.9823 242.9581 +1264.9635 235.93546 +1266.9447 238.47282 +1268.926 235.14081 +1270.9072 237.7034 +1272.8884 236.52626 +1274.8696 230.63074 +1276.8508 236.00571 +1278.8322 240.18669 +1280.8134 229.35739 +1282.7946 238.71471 +1284.7758 239.38438 +1286.7571 232.60043 +1288.7383 231.295 +1290.7195 236.51704 +1292.7007 229.82077 +1294.682 237.75771 +1296.6632 240.48473 +1298.6444 233.92969 +1300.6256 233.56813 +1302.6069 237.4474 +1304.5881 238.43906 +1306.5693 234.24702 +1308.5505 235.77844 +1310.5319 226.74802 +1312.5131 232.64717 +1314.4943 233.24518 +1316.4755 233.52669 +1318.4567 238.81419 +1320.438 242.49399 +1322.4192 241.19255 +1324.4004 228.54964 +1326.3816 232.0918 +1328.3629 228.72565 +1330.3441 223.36485 +1332.3253 223.36673 +1334.3065 230.32283 +1336.2878 228.03668 +1338.269 227.07747 +1340.2502 229.90712 +1342.2314 228.72675 +1344.2128 237.97217 +1346.194 237.86549 +1348.1752 232.62999 +1350.1564 235.41185 +1352.1377 228.70378 +1354.1189 220.81335 +1356.1001 226.9951 +1358.0813 233.70107 +1360.0626 228.79805 +1362.0438 237.04781 +1364.025 233.2094 +1366.0062 231.7541 +1367.9874 237.9868 +1369.9688 233.54471 +1371.95 226.32358 +1373.9312 240.11032 +1375.9124 230.49402 +1377.8937 233.19905 +1379.8749 237.88889 +1381.8561 235.31961 +1383.8373 221.93066 +1385.8186 233.56119 +1387.7998 232.26816 +1389.781 235.23157 +1391.7622 234.37746 +1393.7435 222.4707 +1395.7247 222.3717 +1397.7059 228.71729 +1399.6871 230.3542 +1401.6685 237.04384 +1403.6497 234.08083 +1405.6309 232.2141 +1407.6121 236.94072 +1409.5934 236.80099 +1411.5746 243.9288 +1413.5558 235.8867 +1415.537 233.10107 +1417.5182 242.6331 +1419.4995 237.2337 +1421.4807 238.96429 +1423.4619 239.01677 +1425.4431 241.15656 +1427.4244 233.57274 +1429.4056 236.09775 +1431.3868 241.82622 +1433.368 244.44655 +1435.3494 234.65353 +1437.3306 238.45726 +1439.3118 235.11723 +1441.293 239.91197 +1443.2743 241.1843 +1445.2555 228.70465 +1447.2367 229.1066 +1449.2179 236.49535 +1451.1992 234.49594 +1453.1804 235.55205 +1455.1616 233.47641 +1457.1428 233.78757 +1459.1241 241.45357 +1461.1053 232.35448 +1463.0865 237.33151 +1465.0677 233.44243 +1467.049 226.73433 +1469.0303 237.17227 +1471.0115 236.02171 +1472.9927 236.11485 +1474.9739 234.82651 +1476.9552 233.58656 +1478.9364 233.92209 +1480.9176 230.00018 +1482.8988 236.01207 +1484.8801 237.75804 +1486.8613 232.73271 +1488.8425 232.87482 +1490.8237 229.28331 +1492.8051 227.73529 +1494.7863 232.99446 +1496.7675 229.38884 +1498.7487 230.65164 +1500.73 240.43861 +1502.7112 233.20062 +1504.6924 229.91034 +1506.6736 220.01187 +1508.6549 225.81497 +1510.6361 220.90742 +1512.6173 227.75108 +1514.5985 222.52248 +1516.5797 231.01349 +1518.561 232.68948 +1520.5422 221.92668 +1522.5234 228.10571 +1524.5046 233.49469 +1526.486 228.39534 +1528.4672 228.30663 +1530.4484 226.34306 +1532.4296 223.47173 +1534.4109 225.57959 +1536.3921 226.09547 +1538.3733 216.76428 +1540.3545 217.29158 +1542.3358 220.54155 +1544.317 221.86885 +1546.2982 219.84462 +1548.2794 211.25555 +1550.2607 234.15221 +1552.2419 228.23566 +1554.2231 224.62981 +1556.2043 217.46617 +1558.1857 222.11697 +1560.1669 223.39365 +1562.1481 227.04497 +1564.1293 226.49124 +1566.1105 224.56761 +1568.0918 226.70296 +1570.073 227.44054 +1572.0542 229.87207 +1574.0354 234.65752 +1576.0167 224.65367 +1577.9979 219.15239 +1579.9791 228.93758 +1581.9603 224.33131 +1583.9417 221.72214 +1585.9229 216.48962 +1587.9041 216.98839 +1589.8853 221.2066 +1591.8666 231.95834 +1593.8478 230.90009 +1595.829 225.94792 +1597.8102 228.36023 +1599.7915 229.11772 +1601.7727 218.53308 +1603.7539 216.91931 +1605.7351 219.63739 +1607.7164 219.54761 +1609.6976 217.74141 +1611.6788 216.20711 +1613.66 226.23161 +1615.6412 223.89902 +1617.6226 206.47623 +1619.6038 221.61099 +1621.585 204.04932 +1623.5662 218.52527 +1625.5475 219.51624 +1627.5287 221.80658 +1629.5099 221.87788 +1631.4911 216.18617 +1633.4724 216.43645 +1635.4536 225.72679 +1637.4348 225.476 +1639.416 218.92264 +1641.3973 214.21904 +1643.3785 210.77876 +1645.3597 215.87804 +1647.3409 217.92499 +1649.3223 207.47987 +1651.3035 214.82185 +1653.2847 217.58929 +1655.2659 224.4899 +1657.2472 217.74411 +1659.2284 220.56721 +1661.2096 218.82199 +1663.1908 218.67357 +1665.172 212.95532 +1667.1533 212.88226 +1669.1345 217.84946 +1671.1157 208.52365 +1673.0969 213.92651 +1675.0782 210.7925 +1677.0594 218.94568 +1679.0406 208.99741 +1681.0219 204.35167 +1683.0032 212.96716 +1684.9844 210.41977 +1686.9656 207.80019 +1688.9468 209.70313 +1690.9281 218.71924 +1692.9093 212.32033 +1694.8905 215.05469 +1696.8717 212.46028 +1698.853 207.74741 +1700.8342 208.44055 +1702.8154 207.84282 +1704.7966 210.10849 +1706.778 195.57774 +1708.7592 207.9505 +1710.7404 208.23836 +1712.7216 209.39336 +1714.7028 207.45819 +1716.6841 206.77296 +1718.6653 202.29323 +1720.6465 208.58545 +1722.6277 209.82234 +1724.609 207.3259 +1726.5902 213.82663 +1728.5714 203.48981 +1730.5526 202.11151 +1732.5339 201.48682 +1734.5151 210.93988 +1736.4963 205.76176 +1738.4775 201.33107 +1740.4589 200.57228 +1742.4401 199.36438 +1744.4213 206.40764 +1746.4025 212.11301 +1748.3838 207.27374 +1750.365 199.52591 +1752.3462 201.59727 +1754.3274 198.23839 +1756.3087 202.66035 +1758.2899 209.61961 +1760.2711 203.81645 +1762.2523 218.03755 +1764.2335 205.88655 +1766.2148 207.52248 +1768.196 199.54652 +1770.1772 200.10257 +1772.1584 201.87859 +1774.1398 207.88651 +1776.121 207.80746 +1778.1022 202.94118 +1780.0834 193.61998 +1782.0647 199.5224 +1784.0459 209.95105 +1786.0271 197.78142 +1788.0083 194.8139 +1789.9896 199.88907 +1791.9708 200.38573 +1793.952 194.98453 +1795.9332 198.18373 +1797.9146 205.0463 +1799.8958 208.40367 +1801.877 204.45357 +1803.8582 195.35686 +1805.8394 186.7318 +1807.8207 201.61807 +1809.8019 196.07802 +1811.7831 194.96225 +1813.7643 189.32527 +1815.7456 200.53679 +1817.7268 202.64857 +1819.708 199.1371 +1821.6892 197.41586 +1823.6705 196.32593 +1825.6517 198.64151 +1827.6329 198.34995 +1829.6141 206.8819 +1831.5955 192.68828 +1833.5767 199.9111 +1835.5579 189.93214 +1837.5391 190.84523 +1839.5204 187.42343 +1841.5016 196.5858 +1843.4828 204.58699 +1845.464 200.81334 +1847.4453 189.43039 +1849.4265 193.15996 +1851.4077 200.78899 +1853.3889 202.84894 +1855.3701 189.30606 +1857.3514 203.50826 +1859.3326 195.7728 +1861.3138 195.90308 +1863.295 196.98096 +1865.2764 191.13518 +1867.2576 185.18167 +1869.2388 195.43439 +1871.22 188.71777 +1873.2013 184.38612 +1875.1825 197.13908 +1877.1637 193.62042 +1879.1449 188.3732 +1881.1262 186.85548 +1883.1074 195.48639 +1885.0886 196.18729 +1887.0698 189.83913 +1889.0511 197.74736 +1891.0323 190.35526 +1893.0135 187.66431 +1894.9948 191.11111 +1896.9761 190.83128 +1898.9573 194.28984 +1900.9385 186.8313 +1902.9197 194.78831 +1904.9009 194.75577 +1906.8822 191.65729 +1908.8634 189.66283 +1910.8446 186.79341 +1912.8258 189.43172 +1914.8071 193.7149 +1916.7883 191.92575 +1918.7695 196.01993 +1920.7507 179.02582 +1922.7321 184.7578 +1924.7133 183.61986 +1926.6945 187.24675 +1928.6757 187.78146 +1930.657 193.34088 +1932.6382 198.47516 +1934.6194 191.39822 +1936.6006 185.56912 +1938.5819 190.32596 +1940.5631 193.71864 +1942.5443 203.48651 +1944.5255 189.60696 +1946.5068 189.51003 +1948.488 195.23584 +1950.4692 195.69089 +1952.4504 191.01837 +1954.4316 182.78011 +1956.413 191.91637 +1958.3942 189.81528 +1960.3754 189.08374 +1962.3566 193.17267 +1964.3379 191.74561 +1966.3191 189.97527 +1968.3003 193.17882 +1970.2815 190.46809 +1972.2628 192.57458 +1974.244 193.2251 +1976.2252 197.131 +1978.2064 186.01157 +1980.1877 195.74234 +1982.1689 187.73772 +1984.1501 192.55518 +1986.1313 193.10539 +1988.1127 186.7126 +1990.0939 182.82436 +1992.0751 186.60773 +1994.0563 181.57224 +1996.0376 186.75398 +1998.0188 199.72137 +2000 196.84383 +2500 191.65617 +2501.5496 182.59685 +2503.0991 179.13628 +2504.6487 188.87549 +2506.1982 184.03033 +2507.748 169.39908 +2509.2976 172.5513 +2510.8472 188.73715 +2512.3967 184.87312 +2513.9463 179.42834 +2515.4958 178.5703 +2517.0454 182.97646 +2518.595 188.61705 +2520.1445 189.47481 +2521.6943 184.97966 +2523.2439 181.89108 +2524.7935 185.04659 +2526.343 188.98331 +2527.8926 191.16243 +2529.4421 180.90079 +2530.9917 188.62173 +2532.5413 183.43971 +2534.0908 176.707 +2535.6404 181.90601 +2537.1902 183.50517 +2538.7397 180.98663 +2540.2893 183.97566 +2541.8389 185.69041 +2543.3884 180.16756 +2544.938 177.00766 +2546.4875 186.63542 +2548.0371 177.74065 +2549.5867 178.91701 +2551.1365 182.70056 +2552.686 185.12057 +2554.2356 186.203 +2555.7852 185.87657 +2557.3347 182.85524 +2558.8843 181.64168 +2560.4338 181.50237 +2561.9834 176.09033 +2563.533 189.93713 +2565.0828 185.73213 +2566.6323 185.272 +2568.1819 181.34254 +2569.7314 180.36298 +2571.281 184.42821 +2572.8306 183.4926 +2574.3801 176.44389 +2575.9297 179.28339 +2577.4792 187.53767 +2579.0288 187.84485 +2580.5786 185.7209 +2582.1282 181.51358 +2583.6777 180.34109 +2585.2273 183.18193 +2586.7769 177.64745 +2588.3264 181.3192 +2589.876 177.3726 +2591.4255 174.65317 +2592.9751 181.04196 +2594.5249 179.67232 +2596.0745 182.1129 +2597.624 186.41086 +2599.1736 179.6785 +2600.7231 178.33301 +2602.2727 181.10303 +2603.8223 177.84604 +2605.3718 178.29309 +2606.9214 181.29607 +2608.4712 170.77388 +2610.0208 185.33681 +2611.5703 178.59476 +2613.1199 176.59715 +2614.6694 182.93159 +2616.219 183.49588 +2617.7686 179.20888 +2619.3181 180.53166 +2620.8677 184.70979 +2622.4172 184.26323 +2623.967 191.04845 +2625.5166 185.08302 +2627.0662 181.3768 +2628.6157 185.05556 +2630.1653 185.0889 +2631.7148 177.54848 +2633.2644 175.05519 +2634.814 170.22443 +2636.3635 168.22208 +2637.9133 177.74239 +2639.4629 184.27007 +2641.0125 178.12189 +2642.562 179.43719 +2644.1116 184.93706 +2645.6611 172.47186 +2647.2107 185.08807 +2648.7603 179.74644 +2650.3098 181.76431 +2651.8596 178.1387 +2653.4092 173.52864 +2654.9587 174.14102 +2656.5083 172.03737 +2658.0579 177.35995 +2659.6074 181.57562 +2661.157 178.34555 +2662.7065 179.35504 +2664.2561 183.82863 +2665.8057 184.00925 +2667.3555 184.41788 +2668.905 188.91299 +2670.4546 186.11977 +2672.0042 174.86301 +2673.5537 185.94751 +2675.1033 177.62732 +2676.6528 175.55655 +2678.2024 180.49419 +2679.752 182.02814 +2681.3018 183.1593 +2682.8513 184.48946 +2684.4009 180.91072 +2685.9504 178.01994 +2687.5 181.99635 +2689.0496 180.66306 +2690.5991 185.38301 +2692.1487 175.20242 +2693.6982 173.80235 +2695.248 185.89812 +2696.7976 189.33778 +2698.3472 181.52859 +2699.8967 178.88048 +2701.4463 187.40965 +2702.9958 185.7243 +2704.5454 183.18829 +2706.095 178.67001 +2707.6445 175.69876 +2709.1943 184.60864 +2710.7439 183.75146 +2712.2935 183.29095 +2713.843 181.76111 +2715.3926 185.36128 +2716.9421 183.07314 +2718.4917 180.26886 +2720.0413 173.99263 +2721.5908 178.87552 +2723.1404 184.70093 +2724.6902 184.89798 +2726.2397 181.52205 +2727.7893 174.97777 +2729.3389 180.57344 +2730.8884 183.13683 +2732.438 177.72105 +2733.9875 182.93802 +2735.5371 177.77896 +2737.0867 179.73131 +2738.6365 178.97 +2740.186 183.77829 +2741.7356 175.08577 +2743.2852 171.02898 +2744.8347 186.77345 +2746.3843 181.27234 +2747.9338 184.4413 +2749.4834 185.15044 +2751.033 182.69049 +2752.5828 180.20879 +2754.1323 180.30902 +2755.6819 178.34854 +2757.2314 177.16016 +2758.781 182.11668 +2760.3306 182.56775 +2761.8801 174.41042 +2763.4297 168.30452 +2764.9792 178.83485 +2766.5288 168.27238 +2768.0786 172.92763 +2769.6282 178.10344 +2771.1777 174.63445 +2772.7273 178.11755 +2774.2769 184.87021 +2775.8264 180.12094 +2777.376 175.20251 +2778.9255 177.96555 +2780.4751 179.56445 +2782.0249 174.99268 +2783.5745 175.59393 +2785.124 183.25401 +2786.6736 185.13919 +2788.2231 183.07626 +2789.7727 180.59421 +2791.3223 185.74283 +2792.8718 184.36867 +2794.4214 191.10815 +2795.9712 176.22005 +2797.5208 170.54054 +2799.0703 179.52028 +2800.6199 184.23618 +2802.1694 177.52631 +2803.719 184.12263 +2805.2686 188.82541 +2806.8181 187.36641 +2808.3677 178.38774 +2809.9172 175.13171 +2811.467 180.49284 +2813.0166 183.55864 +2814.5662 180.68294 +2816.1157 174.47882 +2817.6653 179.04591 +2819.2148 171.55003 +2820.7644 170.67918 +2822.314 184.23456 +2823.8635 190.68082 +2825.4133 184.04126 +2826.9629 178.81721 +2828.5125 177.61696 +2830.062 187.59621 +2831.6116 189.26028 +2833.1611 182.01149 +2834.7107 178.8573 +2836.2603 179.53487 +2837.8098 181.26486 +2839.3596 181.15149 +2840.9092 177.34869 +2842.4587 178.44913 +2844.0083 180.34235 +2845.5579 172.6559 +2847.1074 176.07626 +2848.657 180.81392 +2850.2065 182.26007 +2851.7561 173.78513 +2853.3057 182.46002 +2854.8555 181.77556 +2856.405 178.6284 +2857.9546 185.62988 +2859.5042 180.20047 +2861.0537 181.29379 +2862.6033 178.86548 +2864.1528 177.8604 +2865.7024 177.29944 +2867.252 179.21852 +2868.8018 182.71246 +2870.3513 183.20792 +2871.9009 179.5666 +2873.4504 176.00189 +2875 172.28459 +2876.5496 170.50377 +2878.0991 176.10266 +2879.6487 179.66345 +2881.1982 181.99992 +2882.748 179.31371 +2884.2976 183.75478 +2885.8472 179.12657 +2887.3967 171.45221 +2888.9463 182.92966 +2890.4958 184.18591 +2892.0454 183.80096 +2893.595 173.72937 +2895.1445 180.75011 +2896.6943 185.25015 +2898.2439 183.64278 +2899.7935 178.18311 +2901.343 172.22148 +2902.8926 170.50293 +2904.4421 175.78882 +2905.9917 169.70573 +2907.5413 167.88281 +2909.0908 179.86568 +2910.6404 180.28908 +2912.1902 172.81577 +2913.7397 174.39232 +2915.2893 181.79659 +2916.8389 177.31503 +2918.3884 186.18268 +2919.938 173.08177 +2921.4875 173.96004 +2923.0371 180.92572 +2924.5867 184.0148 +2926.1365 185.02713 +2927.686 177.59059 +2929.2356 181.69485 +2930.7852 170.50964 +2932.3347 185.18956 +2933.8843 176.41603 +2935.4338 183.22224 +2936.9834 178.47108 +2938.533 174.29367 +2940.0828 169.84705 +2941.6323 174.6819 +2943.1819 181.38062 +2944.7314 177.21188 +2946.281 173.77112 +2947.8306 178.77597 +2949.3801 180.60521 +2950.9297 178.23958 +2952.4792 177.43822 +2954.0288 170.4437 +2955.5786 171.08543 +2957.1282 181.35252 +2958.6777 174.94679 +2960.2273 187.12158 +2961.7769 173.02605 +2963.3264 172.82887 +2964.876 174.05518 +2966.4255 174.05518 +2967.9751 177.33517 +2969.5249 182.59662 +2971.0745 175.9514 +2972.624 179.28436 +2974.1736 171.68503 +2975.7231 183.41225 +2977.2727 174.48058 +2978.8223 172.88982 +2980.3718 180.12939 +2981.9214 175.64917 +2983.4712 172.4445 +2985.0208 173.16777 +2986.5703 175.84712 +2988.1199 176.91479 +2989.6694 175.42419 +2991.219 170.14542 +2992.7686 166.88261 +2994.3181 169.54852 +2995.8677 172.2906 +2997.4172 181.25363 +2998.967 177.5835 +3000.5166 176.46199 +3002.0662 182.22115 +3003.6157 174.97302 +3005.1653 179.80022 +3006.7148 181.60899 +3008.2644 172.87047 +3009.814 170.88454 +3011.3635 168.45335 +3012.9133 173.06082 +3014.4629 177.85867 +3016.0125 181.99963 +3017.562 174.96042 +3019.1116 175.57477 +3020.6611 176.60359 +3022.2107 168.76955 +3023.7603 175.15591 +3025.3098 173.46837 +3026.8596 179.26248 +3028.4092 180.01976 +3029.9587 175.19173 +3031.5083 178.4623 +3033.0579 178.01039 +3034.6074 174.86404 +3036.157 169.51291 +3037.7065 171.56859 +3039.2561 173.7108 +3040.8057 172.85999 +3042.3555 178.54439 +3043.905 173.24266 +3045.4546 165.34055 +3047.0042 172.67465 +3048.5537 170.88484 +3050.1033 171.53712 +3051.6528 175.98381 +3053.2024 177.41364 +3054.752 185.64902 +3056.3018 176.70401 +3057.8513 176.60815 +3059.4009 168.64941 +3060.9504 164.61746 +3062.5 179.38057 +3064.0496 182.17982 +3065.5991 183.51524 +3067.1487 180.6553 +3068.6982 178.67043 +3070.248 168.09795 +3071.7976 174.39232 +3073.3472 173.35422 +3074.8967 183.3806 +3076.4463 175.8259 +3077.9958 184.36946 +3079.5454 177.02541 +3081.095 174.31444 +3082.6445 166.79181 +3084.1943 175.08904 +3085.7439 177.15244 +3087.2935 162.61984 +3088.843 173.56052 +3090.3926 180.98895 +3091.9421 181.09372 +3093.4917 180.76938 +3095.0413 180.9503 +3096.5908 169.64131 +3098.1404 175.29607 +3099.6902 171.75587 +3101.2397 165.20224 +3102.7893 173.25305 +3104.3389 180.3607 +3105.8884 176.64044 +3107.438 173.26604 +3108.9875 180.95467 +3110.5371 185.05801 +3112.0867 179.85654 +3113.6365 178.40427 +3115.186 179.20572 +3116.7356 177.90459 +3118.2852 173.01414 +3119.8347 171.77661 +3121.3843 174.92615 +3122.9338 167.54257 +3124.4834 175.31499 +3126.033 181.87875 +3127.5828 171.84019 +3129.1323 174.22626 +3130.6819 173.44664 +3132.2314 171.27565 +3133.781 178.03885 +3135.3306 172.36104 +3136.8801 174.24738 +3138.4297 177.76006 +3139.9792 181.43233 +3141.5288 170.0921 +3143.0786 184.60564 +3144.6282 178.20122 +3146.1777 170.53421 +3147.7273 176.11641 +3149.2769 170.49449 +3150.8264 179.43381 +3152.376 168.36505 +3153.9255 185.67311 +3155.4751 163.26517 +3157.0249 165.00952 +3158.5745 177.58162 +3160.124 174.24937 +3161.6736 194.41408 +3163.2231 171.04778 +3164.7727 183.6736 +3166.3223 185.90652 +3167.8718 178.66988 +3169.4214 179.9449 +3170.9712 185.87672 +3172.5208 175.27641 +3174.0703 189.27261 +3175.6199 183.52252 +3177.1694 180.35902 +3178.719 176.16463 +3180.2686 174.85201 +3181.8181 179.28638 +3183.3677 183.80984 +3184.9172 182.67847 +3186.467 181.06592 +3188.0166 177.93968 +3189.5662 176.4462 +3191.1157 179.90573 +3192.6653 173.17198 +3194.2148 176.07599 +3195.7644 176.38783 +3197.314 180.75677 +3198.8635 181.47197 +3200.4133 184.35414 +3201.9629 190.25031 +3203.5125 182.85103 +3205.062 175.43259 +3206.6116 179.69348 +3208.1611 177.17757 +3209.7107 174.81363 +3211.2603 179.17374 +3212.8098 177.46449 +3214.3596 178.2606 +3215.9092 177.72218 +3217.4587 178.91457 +3219.0083 176.89763 +3220.5579 173.07072 +3222.1074 178.10001 +3223.657 180.97919 +3225.2065 172.5923 +3226.7561 174.28615 +3228.3057 176.53571 +3229.8555 178.36383 +3231.405 182.02934 +3232.9546 179.35657 +3234.5042 182.19737 +3236.0537 174.84151 +3237.6033 175.45799 +3239.1528 179.98387 +3240.7024 178.41353 +3242.252 178.81815 +3243.8018 176.73843 +3245.3513 178.15182 +3246.9009 181.62109 +3248.4504 179.80632 +3250 173.83031 +3251.5496 175.79346 +3253.0991 177.16942 +3254.6487 179.24612 +3256.1982 182.72186 +3257.748 180.60881 +3259.2976 180.38608 +3260.8472 179.60466 +3262.3967 177.51854 +3263.9463 182.38423 +3265.4958 183.59529 +3267.0454 182.41641 +3268.595 180.08438 +3270.1445 179.96829 +3271.6943 179.42438 +3273.2439 171.20261 +3274.7935 178.43507 +3276.343 183.55791 +3277.8926 180.56212 +3279.4421 185.23732 +3280.9917 177.8774 +3282.5413 170.86961 +3284.0908 177.41652 +3285.6404 176.3744 +3287.1902 179.99591 +3288.7397 186.09804 +3290.2893 181.35896 +3291.8389 178.58623 +3293.3884 179.05518 +3294.938 178.35434 +3296.4875 182.24429 +3298.0371 180.17018 +3299.5867 179.1221 +3301.1365 185.3468 +3302.686 184.99063 +3304.2356 181.79913 +3305.7852 181.16641 +3307.3347 179.99518 +3308.8843 183.23949 +3310.4338 183.24928 +3311.9834 179.40788 +3313.533 169.83281 +3315.0828 175.84711 +3316.6323 179.09842 +3318.1819 185.21474 +3319.7314 181.18394 +3321.281 180.04784 +3322.8306 184.79173 +3324.3801 183.21945 +3325.9297 179.36768 +3327.4792 185.2276 +3329.0288 191.52884 +3330.5786 181.76451 +3332.1282 176.79433 +3333.6777 181.67152 +3335.2273 182.03897 +3336.7769 185.80179 +3338.3264 195.90857 +3339.876 181.15373 +3341.4255 180.19511 +3342.9751 171.8683 +3344.5249 186.45737 +3346.0745 188.26085 +3347.624 188.10248 +3349.1736 180.60114 +3350.7231 182.97731 +3352.2727 182.45929 +3353.8223 190.10704 +3355.3718 189.81017 +3356.9214 187.19009 +3358.4712 185.11897 +3360.0208 184.97105 +3361.5703 181.38322 +3363.1199 175.77957 +3364.6694 178.60155 +3366.219 183.27449 +3367.7686 186.98784 +3369.3181 180.09685 +3370.8677 182.30756 +3372.4172 187.47957 +3373.967 177.65054 +3375.5166 177.0601 +3377.0662 183.18349 +3378.6157 180.76613 +3380.1653 187.14696 +3381.7148 177.97939 +3383.2644 184.98668 +3384.814 179.63956 +3386.3635 185.54602 +3387.9133 182.65057 +3389.4629 185.97664 +3391.0125 179.42993 +3392.562 182.62708 +3394.1116 194.94696 +3395.6611 194.68129 +3397.2107 187.66058 +3398.7603 187.10295 +3400.3098 186.44667 +3401.8596 184.28433 +3403.4092 179.79492 +3404.9587 187.00838 +3406.5083 192.32683 +3408.0579 196.67273 +3409.6074 191.15607 +3411.157 193.60144 +3412.7065 193.40262 +3414.2561 180.94638 +3415.8057 188.92448 +3417.3555 187.48128 +3418.905 181.38379 +3420.4546 188.38951 +3422.0042 187.04482 +3423.5537 192.84737 +3425.1033 190.35797 +3426.6528 186.84515 +3428.2024 188.64815 +3429.752 189.786 +3431.3018 190.76219 +3432.8513 181.75629 +3434.4009 187.39317 +3435.9504 186.9597 +3437.5 190.1794 +3439.0496 192.03255 +3440.5991 196.21661 +3442.1487 196.78889 +3443.6982 183.50156 +3445.248 189.18094 +3446.7976 202.57324 +3448.3472 197.05461 +3449.8967 190.87857 +3451.4463 194.97871 +3452.9958 195.52824 +3454.5454 193.22224 +3456.095 201.64641 +3457.6445 186.91701 +3459.1943 195.58417 +3460.7439 204.66107 +3462.2935 188.46259 +3463.843 200.79947 +3465.3926 185.16072 +3466.9421 194.97209 +3468.4917 189.67146 +3470.0413 199.41441 +3471.5908 200.20682 +3473.1404 199.86554 +3474.6902 199.84398 +3476.2397 196.89127 +3477.7893 192.80664 +3479.3389 195.7233 +3480.8884 202.58694 +3482.438 203.18037 +3483.9875 196.8297 +3485.5371 190.3856 +3487.0867 198.46989 +3488.6365 201.57355 +3490.186 202.62311 +3491.7356 204.47198 +3493.2852 203.47462 +3494.8347 207.14526 +3496.3843 200.09799 +3497.9338 199.54427 +3499.4834 197.89153 +3501.033 207.95103 +3502.5828 208.02397 +3504.1323 199.99173 +3505.6819 206.67465 +3507.2314 203.32387 +3508.781 202.05518 +3510.3306 200.9583 +3511.8801 201.66531 +3513.4297 204.10005 +3514.9792 212.49725 +3516.5288 189.06293 +3518.0786 196.64508 +3519.6282 206.40675 +3521.1777 205.43404 +3522.7273 208.07426 +3524.2769 203.38863 +3525.8264 211.08485 +3527.376 207.71371 +3528.9255 210.01393 +3530.4751 211.47452 +3532.0249 205.84438 +3533.5745 201.85374 +3535.124 207.4778 +3536.6736 207.73199 +3538.2231 214.38612 +3539.7727 212.67944 +3541.3223 214.31673 +3542.8718 215.28764 +3544.4214 209.76471 +3545.9712 216.35654 +3547.5208 213.985 +3549.0703 215.65919 +3550.6199 221.51393 +3552.1694 218.93416 +3553.719 218.00732 +3555.2686 223.33188 +3556.8181 204.72646 +3558.3677 226.07716 +3559.9172 221.81534 +3561.467 220.26437 +3563.0166 232.63232 +3564.5662 210.89963 +3566.1157 213.56671 +3567.6653 217.55856 +3569.2148 214.46561 +3570.7644 217.54323 +3572.314 224.91925 +3573.8635 214.30714 +3575.4133 220.74609 +3576.9629 219.23387 +3578.5125 219.39362 +3580.062 222.64336 +3581.6116 216.87598 +3583.1611 215.91515 +3584.7107 214.45781 +3586.2603 221.3049 +3587.8098 229.23 +3589.3596 227.6727 +3590.9092 221.86124 +3592.4587 212.17923 +3594.0083 214.61932 +3595.5579 215.32489 +3597.1074 219.54623 +3598.657 217.43068 +3600.2065 217.74013 +3601.7561 219.99477 +3603.3057 216.56659 +3604.8555 209.42908 +3606.405 205.41092 +3607.9546 211.73738 +3609.5042 206.41347 +3611.0537 212.25432 +3612.6033 211.92592 +3614.1528 201.85909 +3615.7024 203.61232 +3617.252 204.37013 +3618.8018 211.7729 +3620.3513 209.36908 +3621.9009 206.67958 +3623.4504 203.17804 +3625 209.13312 +3626.5496 198.61995 +3628.0991 193.20564 +3629.6487 194.47018 +3631.1982 192.65204 +3632.748 193.83916 +3634.2976 195.66675 +3635.8472 188.07616 +3637.3967 188.11026 +3638.9463 190.45436 +3640.4958 189.28001 +3642.0454 183.77245 +3643.595 178.0361 +3645.1445 176.57573 +3646.6943 183.34767 +3648.2439 182.07628 +3649.7935 180.61475 +3651.343 182.55481 +3652.8926 178.99294 +3654.4421 173.24675 +3655.9917 165.44135 +3657.5413 170.77769 +3659.0908 171.95413 +3660.6404 170.36627 +3662.1902 166.76329 +3663.7397 158.81787 +3665.2893 158.26286 +3666.8389 153.20341 +3668.3884 172.1881 +3669.938 167.41895 +3671.4875 170.10481 +3673.0371 158.0831 +3674.5867 165.01056 +3676.1365 167.07713 +3677.686 164.36946 +3679.2356 158.86369 +3680.7852 156.05026 +3682.3347 161.96799 +3683.8843 151.32162 +3685.4338 152.9447 +3686.9834 152.91992 +3688.533 148.10747 +3690.0828 150.8992 +3691.6323 152.61937 +3693.1819 155.77621 +3694.7314 158.08809 +3696.281 148.03917 +3697.8306 141.30231 +3699.3801 149.41273 +3700.9297 147.29422 +3702.4792 157.62563 +3704.0288 146.19188 +3705.5786 153.2552 +3707.1282 146.18141 +3708.6777 150.97107 +3710.2273 151.93658 +3711.7769 151.87993 +3713.3264 149.32156 +3714.876 146.26079 +3716.4255 144.54318 +3717.9751 148.16211 +3719.5249 146.64288 +3721.0745 142.56009 +3722.624 145.7851 +3724.1736 149.96199 +3725.7231 152.20306 +3727.2727 151.14967 +3728.8223 150.54662 +3730.3718 149.83963 +3731.9214 144.26335 +3733.4712 146.89217 +3735.0208 148.54836 +3736.5703 149.82367 +3738.1199 141.04903 +3739.6694 141.64572 +3741.219 143.83226 +3742.7686 144.1707 +3744.3181 138.69151 +3745.8677 136.17549 +3747.4172 150.45444 +3748.967 151.8288 +3750.5166 133.16318 +3752.0662 142.17563 +3753.6157 147.07199 +3755.1653 149.34673 +3756.7148 149.47647 +3758.2644 144.57957 +3759.814 146.99811 +3761.3635 147.13354 +3762.9133 146.05287 +3764.4629 145.66835 +3766.0125 145.84241 +3767.562 139.40903 +3769.1116 146.82635 +3770.6611 146.87773 +3772.2107 150.9778 +3773.7603 147.40611 +3775.3098 147.76598 +3776.8596 147.73048 +3778.4092 141.04506 +3779.9587 133.22804 +3781.5083 138.36079 +3783.0579 142.75339 +3784.6074 147.07901 +3786.157 146.59712 +3787.7065 139.70631 +3789.2561 137.73833 +3790.8057 139.65329 +3792.3555 142.86241 +3793.905 136.55606 +3795.4546 146.01384 +3797.0042 138.10817 +3798.5537 131.69702 +3800.1033 151.20299 +3801.6528 144.19728 +3803.2024 136.23079 +3804.752 139.96161 +3806.3018 137.47554 +3807.8513 143.97092 +3809.4009 141.75145 +3810.9504 142.51421 +3812.5 140.23827 +3814.0496 141.28786 +3815.5991 143.84219 +3817.1487 153.60948 +3818.6982 141.93211 +3820.248 134.09978 +3821.7976 139.89157 +3823.3472 144.64146 +3824.8967 132.34758 +3826.4463 139.99457 +3827.9958 138.81123 +3829.5454 136.29324 +3831.095 134.95393 +3832.6445 134.63464 +3834.1943 139.70195 +3835.7439 140.04425 +3837.2935 132.60869 +3838.843 137.21172 +3840.3926 142.293 +3841.9421 135.08365 +3843.4917 137.94786 +3845.0413 137.5833 +3846.5908 138.22766 +3848.1404 131.40146 +3849.6902 134.75667 +3851.2397 139.5101 +3852.7893 134.84415 +3854.3389 141.85341 +3855.8884 136.49202 +3857.438 131.81793 +3858.9875 136.25316 +3860.5371 137.98572 +3862.0867 143.19452 +3863.6365 138.35614 +3865.186 140.27113 +3866.7356 131.90135 +3868.2852 136.73529 +3869.8347 141.7375 +3871.3843 137.03146 +3872.9338 138.36223 +3874.4834 137.49194 +3876.033 135.75255 +3877.5828 132.29349 +3879.1323 141.2753 +3880.6819 142.75146 +3882.2314 132.35243 +3883.781 140.53886 +3885.3306 130.84695 +3886.8801 132.48514 +3888.4297 134.04961 +3889.9792 131.64761 +3891.5288 133.00789 +3893.0786 130.1633 +3894.6282 131.43358 +3896.1777 132.82509 +3897.7273 129.64926 +3899.2769 137.99348 +3900.8264 144.20891 +3902.376 132.05862 +3903.9255 131.022 +3905.4751 134.72205 +3907.0249 130.93735 +3908.5745 131.8054 +3910.124 134.25545 +3911.6736 129.00781 +3913.2231 129.24255 +3914.7727 136.28667 +3916.3223 140.89095 +3917.8718 131.12195 +3919.4214 131.06326 +3920.9712 133.3611 +3922.5208 144.29572 +3924.0703 142.01482 +3925.6199 134.94922 +3927.1694 131.4075 +3928.719 130.15321 +3930.2686 135.27809 +3931.8181 135.01695 +3933.3677 138.19998 +3934.9172 131.66753 +3936.467 132.40996 +3938.0166 138.61211 +3939.5662 134.61508 +3941.1157 137.09795 +3942.6653 135.66119 +3944.2148 134.29865 +3945.7644 138.3808 +3947.314 134.87958 +3948.8635 136.53703 +3950.4133 136.19142 +3951.9629 134.83199 +3953.5125 136.89114 +3955.062 138.01965 +3956.6116 136.37914 +3958.1611 136.67252 +3959.7107 128.50128 +3961.2603 129.39723 +3962.8098 128.90794 +3964.3596 134.82541 +3965.9092 138.14211 +3967.4587 142.08377 +3969.0083 144.05582 +3970.5579 129.21066 +3972.1074 133.06891 +3973.657 135.21202 +3975.2065 143.52155 +3976.7561 132.80486 +3978.3057 137.83746 +3979.8555 136.9967 +3981.405 133.65047 +3982.9546 128.27036 +3984.5042 126.05518 +3986.0537 130.73747 +3987.6033 137.46654 +3989.1528 131.30603 +3990.7024 137.9061 +3992.252 140.36066 +3993.8018 134.9996 +3995.3513 133.39328 +3996.9009 135.35158 +3998.4504 136.00989 +4000 139.4113 diff --git a/examples/rameau_example/raw/Som-16-15.txt b/examples/rameau_example/raw/Som-16-15.txt new file mode 100644 index 0000000..ef92521 --- /dev/null +++ b/examples/rameau_example/raw/Som-16-15.txt @@ -0,0 +1,1929 @@ +100 1107.1058 +101.98123 1267.4655 +103.96246 1438.5707 +105.9437 1582.3439 +107.92492 1696.0663 +109.90615 1814.8767 +111.88738 1921.1975 +113.86861 2036.1632 +115.84985 2087.0715 +117.83108 2155.8613 +119.8123 2160.2761 +121.79353 2175.4597 +123.77477 2164.3757 +125.756 2166.032 +127.73723 2184.6682 +129.71846 2172.281 +131.69969 2150.2744 +133.68092 2155.4319 +135.66216 2158.0637 +137.64337 2195.322 +139.6246 2164.2214 +141.60583 2141.4419 +143.58707 2160.2905 +145.5683 2139.4692 +147.54953 2110.6838 +149.53076 2121.8516 +151.51199 2125.7883 +153.49323 2082.9727 +155.47446 2052.6567 +157.45569 2068.5642 +159.43692 2100.9854 +161.41814 2066.2522 +163.39937 2046.442 +165.3806 2060.3787 +167.36183 2050.8362 +169.34306 2034.4672 +171.3243 2024.014 +173.30553 2002.3252 +175.28676 1996.5127 +177.26799 1985.358 +179.24922 1993.0658 +181.23045 1992.7616 +183.21169 1920.274 +185.19292 1948.6981 +187.17413 1972.4878 +189.15536 1954.0043 +191.1366 1922.8535 +193.11783 1916.0852 +195.09906 1926.8921 +197.08029 1910.8616 +199.06152 1867.929 +201.04276 1880.168 +203.02399 1882.4507 +205.00522 1874.4154 +206.98645 1870.8228 +208.96768 1857.6517 +210.9489 1865.2041 +212.93013 1853.4998 +214.91136 1835.6716 +216.89259 1825.0299 +218.87383 1810.1479 +220.85506 1827.6923 +222.83629 1835.0138 +224.81752 1815.4496 +226.79875 1829.8877 +228.77998 1786.3334 +230.76122 1781.5177 +232.74245 1813.5215 +234.72366 1810.9683 +236.7049 1797.074 +238.68613 1797.8156 +240.66736 1797.5646 +242.64859 1788.2372 +244.62982 1779.5092 +246.61105 1764.5148 +248.59229 1776.363 +250.57352 1723.9517 +252.55475 1773.3384 +254.53598 1712.3774 +256.51721 1723.7217 +258.49844 1715.5607 +260.47968 1730.2386 +262.46091 1743.869 +264.44214 1715.7749 +266.42337 1710.76 +268.4046 1741.0499 +270.38583 1707.4795 +272.36703 1693.4838 +274.34827 1665.3435 +276.3295 1662.0209 +278.31073 1670.9047 +280.29196 1678.2744 +282.27319 1668.5417 +284.25443 1655.9508 +286.23566 1654.2771 +288.21689 1667.5461 +290.19812 1677.5256 +292.17935 1658.3097 +294.16058 1630.876 +296.14182 1637.2346 +298.12305 1620.0892 +300.10428 1638.7836 +302.08551 1632.3799 +304.06674 1625.9838 +306.04797 1617.0779 +308.02921 1592.026 +310.01044 1600.8928 +311.99167 1607.6125 +313.9729 1577.1602 +315.95413 1552.5671 +317.93536 1561.183 +319.91656 1567.4185 +321.8978 1572.262 +323.87903 1556.5629 +325.86026 1574.5958 +327.84149 1540.2698 +329.82272 1539.1041 +331.80396 1546.6746 +333.78519 1528.9525 +335.76642 1530.8236 +337.74765 1537.0428 +339.72888 1524.2101 +341.71011 1511.8204 +343.69135 1517.0178 +345.67258 1519.98 +347.65381 1490.6843 +349.63504 1477.2633 +351.61627 1493.0338 +353.5975 1514.2246 +355.57874 1505.8397 +357.55997 1518.016 +359.5412 1494.2687 +361.52243 1477.2561 +363.50366 1482.4871 +365.48489 1482.2268 +367.46613 1475.5432 +369.44733 1479.9249 +371.42856 1488.3651 +373.40979 1486.2517 +375.39102 1465.6587 +377.37225 1464.4028 +379.35349 1483.151 +381.33472 1504.8486 +383.31595 1494.941 +385.29718 1483.9941 +387.27841 1468.7576 +389.25964 1496.0886 +391.24088 1497.2717 +393.22211 1468.4294 +395.20334 1471.8715 +397.18457 1498.4447 +399.1658 1498.7821 +401.14703 1488.5895 +403.12827 1481.4763 +405.1095 1508.8954 +407.09073 1523.323 +409.07196 1492.1603 +411.05319 1479.7235 +413.03442 1486.5881 +415.01566 1506.9625 +416.99686 1505.6439 +418.97809 1476.2159 +420.95932 1463.4541 +422.94055 1469.7227 +424.92178 1492.2373 +426.90302 1520.5723 +428.88425 1524.738 +430.86548 1511.5643 +432.84671 1505.7815 +434.82794 1511.3093 +436.80917 1495.2538 +438.79041 1516.868 +440.77164 1540.1512 +442.75287 1526.687 +444.7341 1535.2242 +446.71533 1521.5979 +448.69656 1525.3286 +450.6778 1546.7263 +452.65903 1530.7056 +454.64026 1513.8829 +456.62149 1529.7455 +458.60272 1545.1049 +460.58395 1546.0555 +462.56519 1541.788 +464.54642 1547.2343 +466.52762 1549.0278 +468.50885 1560.9319 +470.49008 1558.2068 +472.47131 1554.8376 +474.45255 1575.0145 +476.43378 1591.7633 +478.41501 1566.8955 +480.39624 1545.556 +482.37747 1544.528 +484.3587 1549.6456 +486.33994 1568.2687 +488.32117 1576.4856 +490.3024 1559.6195 +492.28363 1559.3821 +494.26486 1574.1455 +496.24609 1558.0549 +498.22733 1563.293 +500.20856 1566.0989 +502.18979 1580.8057 +504.17102 1568.8055 +506.15225 1547.5981 +508.13348 1546.4513 +510.11472 1551.3875 +512.09595 1556.4235 +514.07715 1550.3761 +516.05841 1536.8972 +518.03961 1535.7075 +520.02087 1521.6919 +522.00208 1524.4021 +523.98334 1544.0571 +525.96454 1524.8441 +527.9458 1491.6047 +529.927 1495.9417 +531.90826 1532.1777 +533.88947 1516.4005 +535.87073 1524.1199 +537.85193 1518.2932 +539.83313 1499.6401 +541.81439 1487.1858 +543.79559 1473.2568 +545.77686 1495.2537 +547.75806 1487.6056 +549.73932 1489.1525 +551.72052 1481.0365 +553.70178 1479.5533 +555.68298 1484.1868 +557.66425 1481.6716 +559.64545 1473.916 +561.62671 1462.0522 +563.60791 1460.8689 +565.58917 1472.2091 +567.57037 1439.843 +569.55164 1413.8483 +571.53284 1417.3861 +573.5141 1430.0812 +575.4953 1392.585 +577.47656 1410.5292 +579.45776 1381.132 +581.43903 1363.0365 +583.42023 1367.5739 +585.40149 1369.5808 +587.38269 1357.4725 +589.36389 1333.5438 +591.34515 1311.7175 +593.32635 1312.4224 +595.30762 1303.3608 +597.28882 1286.4758 +599.27008 1277.7257 +601.25128 1264.1825 +603.23254 1249.683 +605.21375 1238.4048 +607.19501 1221.295 +609.17621 1190.7094 +611.15747 1187.017 +613.13867 1172.3781 +615.11993 1132.8516 +617.10114 1145.4969 +619.0824 1122.6898 +621.0636 1125.194 +623.04486 1104.0586 +625.02606 1100.1051 +627.00732 1084.6206 +628.98853 1068.235 +630.96979 1065.9943 +632.95099 1069.5995 +634.93225 1066.6584 +636.91345 1056.8344 +638.89465 1053.5756 +640.87592 1039.2708 +642.85712 1026.0963 +644.83838 1039.3632 +646.81958 1034.7888 +648.80084 1021.8013 +650.78204 1034.2802 +652.76331 1010.1177 +654.74451 1040.8058 +656.72577 1024.2274 +658.70697 1018.7229 +660.68823 1041.0203 +662.66943 1019.4632 +664.6507 1029.8403 +666.6319 1038.6277 +668.61316 1048.1051 +670.59436 1030.5525 +672.57562 1042.7975 +674.55682 1042.4512 +676.53809 1037.5591 +678.51929 1031.3678 +680.50055 1032.2837 +682.48175 1028.0327 +684.46301 1017.0811 +686.44421 1016.6191 +688.42542 1016.2725 +690.40668 1011.0001 +692.38788 1011.0058 +694.36914 1002.0891 +696.35034 994.79004 +698.3316 996.61389 +700.31281 980.05963 +702.29407 996.59808 +704.27527 1003.4674 +706.25653 976.70007 +708.23773 965.26471 +710.21899 975.70459 +712.2002 983.14667 +714.18146 976.0943 +716.16266 972.836 +718.14392 949.72321 +720.12512 958.9201 +722.10638 921.67822 +724.08759 941.30579 +726.06885 938.37091 +728.05005 954.01514 +730.03131 930.47101 +732.01251 928.54224 +733.99371 940.32751 +735.97498 935.87201 +737.95618 917.04675 +739.93744 895.60651 +741.91864 889.32617 +743.8999 880.54175 +745.8811 871.3595 +747.86237 885.44232 +749.84357 876.21906 +751.82483 862.06476 +753.80603 885.22772 +755.78729 874.55365 +757.76849 834.48541 +759.74976 852.51038 +761.73096 848.22009 +763.71222 837.41266 +765.69342 820.3092 +767.67468 824.38196 +769.65588 834.97003 +771.63715 817.19458 +773.61835 804.41431 +775.59961 794.97491 +777.58081 793.27966 +779.56207 791.11469 +781.54327 800.35431 +783.52448 805.83057 +785.50574 788.85077 +787.48694 785.1712 +789.4682 776.66974 +791.4494 778.00128 +793.43066 766.37427 +795.41187 760.3338 +797.39313 755.51752 +799.37433 755.44403 +801.35559 747.09576 +803.33679 746.96436 +805.31805 749.16144 +807.29926 747.89813 +809.28052 755.00537 +811.26172 751.76202 +813.24298 752.90533 +815.22418 746.90204 +817.20544 749.56427 +819.18665 760.2016 +821.16791 767.58789 +823.14911 766.59662 +825.13037 770.90039 +827.11157 783.39246 +829.09283 790.50153 +831.07404 797.38171 +833.05524 795.46033 +835.0365 821.87732 +837.0177 826.47461 +838.99896 826.74933 +840.98016 854.20923 +842.96143 845.36188 +844.94263 878.97003 +846.92389 841.9989 +848.90509 886.92218 +850.88635 889.52069 +852.86755 895.55725 +854.84882 917.98163 +856.83002 955.9917 +858.81128 952.11359 +860.79248 958.31329 +862.77374 977.95074 +864.75494 988.38165 +866.73621 995.52563 +868.71741 1011.7052 +870.69867 1026.7933 +872.67987 1033.0387 +874.66113 1024.7554 +876.64233 1048.9736 +878.6236 1067.6243 +880.6048 1065.3463 +882.586 1077.9061 +884.56726 1101.9148 +886.54846 1118.7236 +888.52972 1119.5004 +890.51093 1110.1759 +892.49219 1118.1982 +894.47339 1143.594 +896.45465 1157.4698 +898.43585 1158.9766 +900.41711 1164.6455 +902.39832 1179.0289 +904.37958 1183.5305 +906.36078 1187.6127 +908.34204 1200.0074 +910.32324 1197.0195 +912.3045 1213.3539 +914.28571 1232.2814 +916.26697 1241.0536 +918.24817 1250.3412 +920.22943 1227.5197 +922.21063 1229.2433 +924.19189 1227.6353 +926.1731 1227.6019 +928.15436 1240.209 +930.13556 1238.3738 +932.11676 1232.5963 +934.09802 1269.3556 +936.07922 1235.3397 +938.06049 1215.6224 +940.04169 1246.4347 +942.02295 1252.2332 +944.00415 1255.1814 +945.98541 1244.4603 +947.96661 1258.0164 +949.94788 1239.1545 +951.92908 1237.199 +953.91034 1276.9609 +955.89154 1230.1593 +957.8728 1238.5735 +959.854 1233.5548 +961.83527 1257.0707 +963.81647 1228.1556 +965.79773 1237.7803 +967.77893 1243.2328 +969.76019 1229.1711 +971.74139 1238.9509 +973.72266 1230.2876 +975.70386 1209.6097 +977.68506 1213.2273 +979.66632 1195.4259 +981.64752 1209.1776 +983.62878 1206.989 +985.60999 1197.551 +987.59125 1171.4581 +989.57245 1179.2893 +991.55371 1163.7551 +993.53491 1157.2699 +995.51617 1158.191 +997.49738 1162.6522 +999.47864 1166.6559 +1001.4598 1154.0496 +1003.4411 1145.4606 +1005.4223 1143.6569 +1007.4036 1135.4224 +1009.3848 1122.2375 +1011.366 1099.4301 +1013.3472 1104.8373 +1015.3285 1089.5103 +1017.3097 1079.4113 +1019.291 1081.8615 +1021.2722 1078.8142 +1023.2534 1061.1764 +1025.2346 1046.0103 +1027.2158 1030.9309 +1029.197 1035.6273 +1031.1783 1021.5201 +1033.1595 1013.765 +1035.1407 1014.5635 +1037.1219 1009.693 +1039.1033 988.88904 +1041.0845 968.34943 +1043.0657 967.98566 +1045.0469 958.81396 +1047.0282 950.93964 +1049.0094 930.55475 +1050.9906 927.60455 +1052.9718 923.80865 +1054.9531 893.32001 +1056.9343 865.38159 +1058.9155 861.58411 +1060.8967 858.47406 +1062.8781 846.72614 +1064.8593 833.97931 +1066.8405 821.81543 +1068.8217 822.59375 +1070.803 807.89813 +1072.7842 785.48682 +1074.7654 779.49121 +1076.7466 778.52637 +1078.7278 760.24591 +1080.7091 735.69586 +1082.6903 722.82654 +1084.6715 710.4267 +1086.6527 705.16522 +1088.634 692.1308 +1090.6152 687.16339 +1092.5964 656.96246 +1094.5776 651.70416 +1096.559 656.17932 +1098.5402 635.6687 +1100.5214 627.13544 +1102.5026 631.02985 +1104.4839 618.9032 +1106.4651 604.6441 +1108.4463 599.13763 +1110.4275 599.09253 +1112.4088 575.98553 +1114.39 579.97736 +1116.3712 561.2301 +1118.3524 553.60858 +1120.3337 557.02972 +1122.3149 531.67548 +1124.2961 531.33337 +1126.2773 540.32037 +1128.2585 530.07031 +1130.2399 527.91394 +1132.2211 503.73355 +1134.2023 510.50537 +1136.1835 503.97925 +1138.1648 498.92929 +1140.146 494.47049 +1142.1272 488.50772 +1144.1084 484.06976 +1146.0897 471.96188 +1148.0709 490.58609 +1150.0521 460.54257 +1152.0333 461.25436 +1154.0146 462.46149 +1155.9958 455.60422 +1157.9771 445.9209 +1159.9583 460.96545 +1161.9396 446.32089 +1163.9208 443.08121 +1165.902 423.0513 +1167.8832 424.5614 +1169.8645 414.46548 +1171.8457 428.82184 +1173.8269 431.87076 +1175.8081 418.26788 +1177.7893 429.65799 +1179.7706 402.97461 +1181.7518 414.21249 +1183.733 417.42627 +1185.7142 398.49619 +1187.6956 419.20062 +1189.6768 396.10178 +1191.658 390.99506 +1193.6392 401.22018 +1195.6205 394.45621 +1197.6017 399.49399 +1199.5829 396.22699 +1201.5641 396.79352 +1203.5454 384.8378 +1205.5266 382.27109 +1207.5078 352.67337 +1209.489 379.72928 +1211.4703 374.90817 +1213.4515 377.73773 +1215.4327 375.09827 +1217.4139 374.68576 +1219.3953 361.41614 +1221.3765 373.65424 +1223.3577 372.07117 +1225.3389 361.93869 +1227.3201 376.19382 +1229.3014 366.3895 +1231.2826 361.87991 +1233.2638 373.37527 +1235.245 382.78973 +1237.2263 371.51535 +1239.2075 372.89658 +1241.1887 377.46661 +1243.1699 373.89172 +1245.1512 363.29218 +1247.1324 356.84995 +1249.1136 356.89386 +1251.0948 358.28717 +1253.0762 359.46024 +1255.0574 358.60757 +1257.0386 357.59976 +1259.0198 349.49649 +1261.0011 351.29254 +1262.9823 352.46866 +1264.9635 362.66135 +1266.9447 362.13696 +1268.926 363.36636 +1270.9072 368.67041 +1272.8884 360.6424 +1274.8696 350.20398 +1276.8508 352.93237 +1278.8322 357.7775 +1280.8134 354.29248 +1282.7946 360.86856 +1284.7758 355.02533 +1286.7571 354.6846 +1288.7383 366.3942 +1290.7195 357.54605 +1292.7007 353.2207 +1294.682 357.13232 +1296.6632 353.61038 +1298.6444 341.91971 +1300.6256 352.776 +1302.6069 354.45172 +1304.5881 351.09262 +1306.5693 356.05051 +1308.5505 349.80493 +1310.5319 358.19931 +1312.5131 360.54831 +1314.4943 348.63034 +1316.4755 350.67355 +1318.4567 359.71094 +1320.438 359.646 +1322.4192 355.57718 +1324.4004 355.63879 +1326.3816 359.4119 +1328.3629 360.11829 +1330.3441 357.38336 +1332.3253 350.4035 +1334.3065 354.21255 +1336.2878 356.45221 +1338.269 346.65741 +1340.2502 346.3067 +1342.2314 352.94907 +1344.2128 346.08521 +1346.194 334.17343 +1348.1752 350.08759 +1350.1564 347.82123 +1352.1377 352.60135 +1354.1189 358.3317 +1356.1001 349.46094 +1358.0813 344.36444 +1360.0626 362.40945 +1362.0438 343.63455 +1364.025 341.65335 +1366.0062 350.87094 +1367.9874 344.83371 +1369.9688 354.45792 +1371.95 347.24863 +1373.9312 340.21191 +1375.9124 348.24521 +1377.8937 357.14423 +1379.8749 346.87888 +1381.8561 343.9855 +1383.8373 339.93692 +1385.8186 337.75354 +1387.7998 355.68481 +1389.781 355.2207 +1391.7622 345.14786 +1393.7435 343.84558 +1395.7247 350.69183 +1397.7059 349.20288 +1399.6871 354.00909 +1401.6685 356.03177 +1403.6497 350.18521 +1405.6309 360.7113 +1407.6121 361.50516 +1409.5934 346.31363 +1411.5746 347.32663 +1413.5558 351.12027 +1415.537 352.11807 +1417.5182 342.89569 +1419.4995 339.22931 +1421.4807 351.14365 +1423.4619 332.91068 +1425.4431 342.42154 +1427.4244 351.2149 +1429.4056 349.6196 +1431.3868 350.02625 +1433.368 352.29218 +1435.3494 354.83197 +1437.3306 362.05975 +1439.3118 356.29196 +1441.293 345.55978 +1443.2743 341.65109 +1445.2555 335.31439 +1447.2367 338.83209 +1449.2179 343.72388 +1451.1992 341.88348 +1453.1804 359.69244 +1455.1616 346.60904 +1457.1428 346.97833 +1459.1241 344.22342 +1461.1053 345.2486 +1463.0865 358.87003 +1465.0677 347.60242 +1467.049 369.13461 +1469.0303 349.65704 +1471.0115 361.28577 +1472.9927 345.49573 +1474.9739 342.85544 +1476.9552 348.21545 +1478.9364 346.55219 +1480.9176 340.56738 +1482.8988 338.77167 +1484.8801 340.60852 +1486.8613 347.62344 +1488.8425 345.83926 +1490.8237 345.31693 +1492.8051 340.81155 +1494.7863 340.32361 +1496.7675 343.89658 +1498.7487 344.1954 +1500.73 343.6618 +1502.7112 337.34232 +1504.6924 348.95157 +1506.6736 346.49823 +1508.6549 347.04593 +1510.6361 338.91708 +1512.6173 353.03683 +1514.5985 352.45264 +1516.5797 345.77881 +1518.561 343.62415 +1520.5422 328.36072 +1522.5234 341.30252 +1524.5046 335.56668 +1526.486 335.19904 +1528.4672 337.17877 +1530.4484 340.14703 +1532.4296 343.8114 +1534.4109 334.9483 +1536.3921 335.41748 +1538.3733 331.97205 +1540.3545 338.04791 +1542.3358 336.80243 +1544.317 350.5264 +1546.2982 331.33807 +1548.2794 330.16849 +1550.2607 339.67581 +1552.2419 324.48422 +1554.2231 329.88464 +1556.2043 337.60699 +1558.1857 337.92746 +1560.1669 340.8656 +1562.1481 350.02487 +1564.1293 327.87881 +1566.1105 327.18936 +1568.0918 335.4942 +1570.073 324.47638 +1572.0542 330.32404 +1574.0354 330.84799 +1576.0167 340.27563 +1577.9979 335.77289 +1579.9791 331.50766 +1581.9603 330.22278 +1583.9417 320.17953 +1585.9229 342.9299 +1587.9041 324.46881 +1589.8853 325.09671 +1591.8666 327.49463 +1593.8478 327.3045 +1595.829 339.66254 +1597.8102 332.30533 +1599.7915 331.59479 +1601.7727 326.37592 +1603.7539 329.08087 +1605.7351 334.21555 +1607.7164 333.95786 +1609.6976 330.46683 +1611.6788 335.02197 +1613.66 317.44894 +1615.6412 318.02689 +1617.6226 321.25308 +1619.6038 327.02417 +1621.585 324.78854 +1623.5662 317.19089 +1625.5475 330.49045 +1627.5287 337.74792 +1629.5099 335.65073 +1631.4911 330.06891 +1633.4724 332.52777 +1635.4536 332.02438 +1637.4348 336.23822 +1639.416 328.09607 +1641.3973 323.88135 +1643.3785 320.71262 +1645.3597 319.26553 +1647.3409 319.48865 +1649.3223 313.47351 +1651.3035 322.43073 +1653.2847 316.96127 +1655.2659 322.52924 +1657.2472 316.75455 +1659.2284 320.25644 +1661.2096 318.80859 +1663.1908 314.00433 +1665.172 324.68695 +1667.1533 317.25726 +1669.1345 320.21838 +1671.1157 320.64944 +1673.0969 316.1821 +1675.0782 305.28903 +1677.0594 316.66574 +1679.0406 307.62326 +1681.0219 319.20917 +1683.0032 318.61594 +1684.9844 309.96304 +1686.9656 301.50974 +1688.9468 312.4772 +1690.9281 308.91714 +1692.9093 310.61465 +1694.8905 313.41818 +1696.8717 316.44788 +1698.853 319.27084 +1700.8342 309.44247 +1702.8154 318.63571 +1704.7966 309.74323 +1706.778 321.33463 +1708.7592 297.40234 +1710.7404 307.26764 +1712.7216 301.62543 +1714.7028 297.61829 +1716.6841 288.75055 +1718.6653 302.11145 +1720.6465 299.15988 +1722.6277 304.91351 +1724.609 300.25467 +1726.5902 295.40585 +1728.5714 304.63104 +1730.5526 302.92465 +1732.5339 297.15323 +1734.5151 309.78983 +1736.4963 306.7038 +1738.4775 306.72845 +1740.4589 300.27075 +1742.4401 299.27856 +1744.4213 303.75226 +1746.4025 300.52844 +1748.3838 300.52612 +1750.365 295.92273 +1752.3462 303.58487 +1754.3274 314.23734 +1756.3087 300.7319 +1758.2899 291.6907 +1760.2711 298.32614 +1762.2523 299.86316 +1764.2335 291.58011 +1766.2148 283.14554 +1768.196 292.29636 +1770.1772 306.63443 +1772.1584 303.50369 +1774.1398 287.8046 +1776.121 290.55801 +1778.1022 299.32645 +1780.0834 297.33795 +1782.0647 277.3674 +1784.0459 289.52548 +1786.0271 288.04657 +1788.0083 291.74606 +1789.9896 293.56271 +1791.9708 286.0311 +1793.952 289.24585 +1795.9332 290.43417 +1797.9146 278.53278 +1799.8958 282.31454 +1801.877 279.62167 +1803.8582 279.76776 +1805.8394 277.89243 +1807.8207 292.3924 +1809.8019 283.715 +1811.7831 285.77869 +1813.7643 277.29871 +1815.7456 285.02777 +1817.7268 280.50482 +1819.708 281.61523 +1821.6892 274.74948 +1823.6705 279.27408 +1825.6517 286.43076 +1827.6329 275.77692 +1829.6141 280.89905 +1831.5955 279.96292 +1833.5767 276.00922 +1835.5579 277.89789 +1837.5391 286.51932 +1839.5204 286.23535 +1841.5016 271.36066 +1843.4828 268.11197 +1845.464 278.99567 +1847.4453 280.10547 +1849.4265 274.94189 +1851.4077 289.64233 +1853.3889 268.3403 +1855.3701 275.06464 +1857.3514 270.51917 +1859.3326 275.00778 +1861.3138 286.26489 +1863.295 282.33981 +1865.2764 278.25162 +1867.2576 268.41757 +1869.2388 271.30774 +1871.22 280.55173 +1873.2013 263.44366 +1875.1825 274.41248 +1877.1637 271.58475 +1879.1449 285.73709 +1881.1262 274.0575 +1883.1074 274.32986 +1885.0886 274.61862 +1887.0698 283.71359 +1889.0511 262.8378 +1891.0323 271.38882 +1893.0135 276.58524 +1894.9948 255.86086 +1896.9761 278.0192 +1898.9573 266.41522 +1900.9385 279.10425 +1902.9197 268.29544 +1904.9009 271.07651 +1906.8822 271.41168 +1908.8634 272.27338 +1910.8446 274.84772 +1912.8258 268.1145 +1914.8071 284.8642 +1916.7883 274.62137 +1918.7695 257.2984 +1920.7507 269.61658 +1922.7321 278.70593 +1924.7133 273.17606 +1926.6945 275.32336 +1928.6757 271.28568 +1930.657 270.33359 +1932.6382 277.33014 +1934.6194 268.97293 +1936.6006 287.78995 +1938.5819 266.61487 +1940.5631 259.89349 +1942.5443 277.00055 +1944.5255 277.63739 +1946.5068 283.89069 +1948.488 278.6767 +1950.4692 268.53598 +1952.4504 276.13983 +1954.4316 278.15454 +1956.413 262.27792 +1958.3942 266.32883 +1960.3754 270.03217 +1962.3566 268.56534 +1964.3379 274.21835 +1966.3191 268.76752 +1968.3003 271.09628 +1970.2815 272.21143 +1972.2628 268.48856 +1974.244 276.29257 +1976.2252 264.40253 +1978.2064 263.40405 +1980.1877 268.05084 +1982.1689 271.93118 +1984.1501 263.09033 +1986.1313 265.17755 +1988.1127 263.66968 +1990.0939 268.75824 +1992.0751 272.32471 +1994.0563 276.17535 +1996.0376 260.1214 +1998.0188 271.3168 +2000 262.97757 +2500 240.21246 +2501.5496 242.24577 +2503.0991 249.39333 +2504.6487 251.2684 +2506.1982 246.76317 +2507.748 240.03691 +2509.2976 245.63541 +2510.8472 250.05275 +2512.3967 249.30884 +2513.9463 250.05681 +2515.4958 244.37137 +2517.0454 249.64107 +2518.595 251.54335 +2520.1445 254.00438 +2521.6943 257.17599 +2523.2439 249.8206 +2524.7935 251.4066 +2526.343 247.48994 +2527.8926 242.72934 +2529.4421 269.15222 +2530.9917 253.68613 +2532.5413 244.2747 +2534.0908 248.16573 +2535.6404 248.0506 +2537.1902 251.07143 +2538.7397 247.71614 +2540.2893 238.06024 +2541.8389 242.99709 +2543.3884 245.34459 +2544.938 232.45427 +2546.4875 243.29738 +2548.0371 240.82802 +2549.5867 247.15828 +2551.1365 246.03017 +2552.686 247.84219 +2554.2356 246.78598 +2555.7852 248.46407 +2557.3347 244.26907 +2558.8843 238.09201 +2560.4338 239.17488 +2561.9834 233.31885 +2563.533 248.23999 +2565.0828 239.97771 +2566.6323 236.16983 +2568.1819 247.99338 +2569.7314 245.24242 +2571.281 246.65656 +2572.8306 258.09915 +2574.3801 250.59578 +2575.9297 245.35629 +2577.4792 250.57715 +2579.0288 245.88318 +2580.5786 239.8345 +2582.1282 246.80219 +2583.6777 242.58449 +2585.2273 235.08688 +2586.7769 242.00499 +2588.3264 242.354 +2589.876 257.64084 +2591.4255 245.62297 +2592.9751 238.63771 +2594.5249 238.4691 +2596.0745 238.32959 +2597.624 239.43611 +2599.1736 238.02531 +2600.7231 234.97565 +2602.2727 245.185 +2603.8223 239.63585 +2605.3718 251.17581 +2606.9214 240.08282 +2608.4712 244.76654 +2610.0208 240.78346 +2611.5703 249.32043 +2613.1199 242.5262 +2614.6694 233.69864 +2616.219 236.17354 +2617.7686 243.50819 +2619.3181 240.4514 +2620.8677 232.51068 +2622.4172 247.56219 +2623.967 248.96823 +2625.5166 241.4138 +2627.0662 243.26694 +2628.6157 235.27109 +2630.1653 237.04958 +2631.7148 232.16185 +2633.2644 243.85966 +2634.814 243.18636 +2636.3635 239.0313 +2637.9133 237.41963 +2639.4629 238.97563 +2641.0125 243.7556 +2642.562 242.10501 +2644.1116 247.29506 +2645.6611 244.04103 +2647.2107 229.91785 +2648.7603 239.07742 +2650.3098 250.13394 +2651.8596 242.39276 +2653.4092 246.04071 +2654.9587 237.43881 +2656.5083 240.1759 +2658.0579 247.09393 +2659.6074 241.54526 +2661.157 235.29669 +2662.7065 241.45918 +2664.2561 246.22169 +2665.8057 241.43053 +2667.3555 244.4558 +2668.905 252.54977 +2670.4546 243.70454 +2672.0042 237.55746 +2673.5537 247.08807 +2675.1033 255.67332 +2676.6528 255.05237 +2678.2024 252.80182 +2679.752 243.13652 +2681.3018 240.34218 +2682.8513 244.32959 +2684.4009 248.47375 +2685.9504 251.6561 +2687.5 241.32411 +2689.0496 238.74768 +2690.5991 242.40067 +2692.1487 241.60258 +2693.6982 244.53127 +2695.248 245.41356 +2696.7976 241.74461 +2698.3472 238.66856 +2699.8967 238.92493 +2701.4463 246.12943 +2702.9958 246.75438 +2704.5454 243.72476 +2706.095 242.7803 +2707.6445 240.81908 +2709.1943 242.50111 +2710.7439 247.08421 +2712.2935 234.27596 +2713.843 239.61084 +2715.3926 247.46872 +2716.9421 238.70647 +2718.4917 244.21031 +2720.0413 248.70122 +2721.5908 239.94519 +2723.1404 232.97487 +2724.6902 232.68307 +2726.2397 239.8819 +2727.7893 245.83717 +2729.3389 241.45558 +2730.8884 242.71819 +2732.438 248.98862 +2733.9875 241.3307 +2735.5371 240.54207 +2737.0867 246.62689 +2738.6365 243.7487 +2740.186 251.82678 +2741.7356 248.97731 +2743.2852 236.20897 +2744.8347 231.51109 +2746.3843 238.84398 +2747.9338 238.14404 +2749.4834 245.42845 +2751.033 242.02754 +2752.5828 235.31807 +2754.1323 238.8913 +2755.6819 245.13522 +2757.2314 246.00114 +2758.781 248.23962 +2760.3306 251.13622 +2761.8801 245.95088 +2763.4297 250.77626 +2764.9792 250.46576 +2766.5288 241.40298 +2768.0786 242.97556 +2769.6282 235.24063 +2771.1777 248.11766 +2772.7273 245.93686 +2774.2769 239.95212 +2775.8264 247.61797 +2777.376 241.06061 +2778.9255 232.91389 +2780.4751 236.07454 +2782.0249 242.98557 +2783.5745 251.77301 +2785.124 254.11661 +2786.6736 242.88181 +2788.2231 243.19545 +2789.7727 251.3754 +2791.3223 255.50702 +2792.8718 231.63089 +2794.4214 237.37935 +2795.9712 239.27008 +2797.5208 244.02951 +2799.0703 244.1837 +2800.6199 244.42984 +2802.1694 246.10651 +2803.719 250.12518 +2805.2686 240.4939 +2806.8181 236.68863 +2808.3677 240.81561 +2809.9172 245.94691 +2811.467 246.71671 +2813.0166 243.12399 +2814.5662 246.64896 +2816.1157 253.43291 +2817.6653 247.38374 +2819.2148 243.58667 +2820.7644 242.51695 +2822.314 249.7587 +2823.8635 239.05167 +2825.4133 246.9834 +2826.9629 229.205 +2828.5125 243.69243 +2830.062 247.96484 +2831.6116 241.54961 +2833.1611 245.51929 +2834.7107 238.49001 +2836.2603 232.7287 +2837.8098 238.55792 +2839.3596 245.57205 +2840.9092 247.56212 +2842.4587 248.37222 +2844.0083 251.58815 +2845.5579 250.11487 +2847.1074 241.92868 +2848.657 253.21335 +2850.2065 247.77109 +2851.7561 248.07587 +2853.3057 243.85603 +2854.8555 233.33089 +2856.405 233.46193 +2857.9546 245.03929 +2859.5042 249.48047 +2861.0537 247.00153 +2862.6033 236.4599 +2864.1528 236.26501 +2865.7024 242.05432 +2867.252 247.26262 +2868.8018 249.19156 +2870.3513 250.83084 +2871.9009 246.76801 +2873.4504 239.01302 +2875 239.15466 +2876.5496 242.1277 +2878.0991 239.54401 +2879.6487 238.03685 +2881.1982 235.99338 +2882.748 244.80006 +2884.2976 255.85381 +2885.8472 241.58795 +2887.3967 254.2188 +2888.9463 246.08891 +2890.4958 245.65755 +2892.0454 247.16203 +2893.595 240.73872 +2895.1445 246.70326 +2896.6943 253.81976 +2898.2439 248.69745 +2899.7935 238.1982 +2901.343 235.03009 +2902.8926 245.94002 +2904.4421 243.17337 +2905.9917 238.63037 +2907.5413 239.793 +2909.0908 236.39497 +2910.6404 240.65494 +2912.1902 249.44168 +2913.7397 246.11931 +2915.2893 240.28447 +2916.8389 245.75632 +2918.3884 247.32458 +2919.938 241.36711 +2921.4875 238.84117 +2923.0371 252.63226 +2924.5867 240.21738 +2926.1365 232.54222 +2927.686 241.35277 +2929.2356 251.94464 +2930.7852 233.66275 +2932.3347 245.12257 +2933.8843 252.86621 +2935.4338 258.17947 +2936.9834 257.08191 +2938.533 241.52423 +2940.0828 237.40175 +2941.6323 253.6992 +2943.1819 253.66672 +2944.7314 243.63887 +2946.281 240.0033 +2947.8306 242.88789 +2949.3801 248.37848 +2950.9297 243.9684 +2952.4792 243.88466 +2954.0288 249.1911 +2955.5786 249.52464 +2957.1282 248.53622 +2958.6777 244.73557 +2960.2273 256.7287 +2961.7769 256.43182 +2963.3264 247.45442 +2964.876 239.16743 +2966.4255 232.41312 +2967.9751 255.95065 +2969.5249 254.84406 +2971.0745 255.51956 +2972.624 258.88333 +2974.1736 258.38724 +2975.7231 260.36502 +2977.2727 259.98715 +2978.8223 255.74005 +2980.3718 245.49333 +2981.9214 244.09076 +2983.4712 244.11937 +2985.0208 249.08202 +2986.5703 251.78688 +2988.1199 245.2579 +2989.6694 245.62602 +2991.219 245.08633 +2992.7686 242.42688 +2994.3181 247.69295 +2995.8677 250.09517 +2997.4172 258.39758 +2998.967 252.02251 +3000.5166 260.38257 +3002.0662 256.05322 +3003.6157 254.18706 +3005.1653 260.58783 +3006.7148 256.73297 +3008.2644 246.28154 +3009.814 255.32727 +3011.3635 250.55519 +3012.9133 247.96219 +3014.4629 243.62767 +3016.0125 245.22122 +3017.562 244.41821 +3019.1116 265.33325 +3020.6611 253.53412 +3022.2107 258.68005 +3023.7603 252.3848 +3025.3098 262.42377 +3026.8596 260.8569 +3028.4092 259.08798 +3029.9587 250.5495 +3031.5083 254.62065 +3033.0579 260.32104 +3034.6074 249.34067 +3036.157 252.11749 +3037.7065 253.39229 +3039.2561 250.56599 +3040.8057 257.77817 +3042.3555 257.87866 +3043.905 247.81693 +3045.4546 241.83728 +3047.0042 243.01759 +3048.5537 244.84619 +3050.1033 249.80556 +3051.6528 255.21497 +3053.2024 250.92111 +3054.752 251.72101 +3056.3018 251.86848 +3057.8513 258.09674 +3059.4009 250.87132 +3060.9504 252.47569 +3062.5 255.45644 +3064.0496 258.04089 +3065.5991 271.58273 +3067.1487 255.32761 +3068.6982 260.74658 +3070.248 253.67754 +3071.7976 259.53745 +3073.3472 254.54123 +3074.8967 248.70613 +3076.4463 257.47324 +3077.9958 256.69803 +3079.5454 249.95163 +3081.095 259.44012 +3082.6445 258.69617 +3084.1943 258.53928 +3085.7439 249.80222 +3087.2935 254.272 +3088.843 257.10397 +3090.3926 255.89519 +3091.9421 257.86191 +3093.4917 258.53665 +3095.0413 260.405 +3096.5908 254.92924 +3098.1404 256.04761 +3099.6902 249.16176 +3101.2397 258.19965 +3102.7893 266.3067 +3104.3389 261.26715 +3105.8884 264.8866 +3107.438 267.19159 +3108.9875 265.28195 +3110.5371 267.24402 +3112.0867 269.92447 +3113.6365 270.77951 +3115.186 263.19464 +3116.7356 255.48019 +3118.2852 258.42825 +3119.8347 263.17569 +3121.3843 264.08289 +3122.9338 254.98116 +3124.4834 258.14487 +3126.033 263.66827 +3127.5828 256.93356 +3129.1323 258.392 +3130.6819 257.026 +3132.2314 258.405 +3133.781 270.35263 +3135.3306 267.58847 +3136.8801 269.94553 +3138.4297 271.79889 +3139.9792 273.65231 +3141.5288 273.72913 +3143.0786 266.76404 +3144.6282 263.51132 +3146.1777 248.86014 +3147.7273 255.99475 +3149.2769 264.24716 +3150.8264 262.78012 +3152.376 271.36758 +3153.9255 273.4856 +3155.4751 269.36816 +3157.0249 275.9823 +3158.5745 258.9783 +3160.124 257.37814 +3161.6736 278.13339 +3163.2231 269.16336 +3164.7727 274.54984 +3166.3223 272.76096 +3167.8718 272.62238 +3169.4214 276.75424 +3170.9712 281.05792 +3172.5208 271.13281 +3174.0703 286.32846 +3175.6199 278.69272 +3177.1694 281.12784 +3178.719 274.19409 +3180.2686 278.72067 +3181.8181 285.85175 +3183.3677 277.20883 +3184.9172 275.3353 +3186.467 278.67288 +3188.0166 277.38913 +3189.5662 276.26776 +3191.1157 275.04141 +3192.6653 275.85861 +3194.2148 272.7648 +3195.7644 279.99512 +3197.314 266.82025 +3198.8635 270.58038 +3200.4133 282.77008 +3201.9629 285.0387 +3203.5125 283.92789 +3205.062 281.46875 +3206.6116 284.09531 +3208.1611 284.97879 +3209.7107 278.62354 +3211.2603 275.32959 +3212.8098 275.43539 +3214.3596 277.12073 +3215.9092 275.21484 +3217.4587 284.34723 +3219.0083 288.47235 +3220.5579 289.8718 +3222.1074 284.61426 +3223.657 282.32376 +3225.2065 279.86826 +3226.7561 276.89911 +3228.3057 274.58466 +3229.8555 281.24014 +3231.405 294.80695 +3232.9546 295.83344 +3234.5042 291.67752 +3236.0537 289.50674 +3237.6033 286.15433 +3239.1528 284.3934 +3240.7024 284.95361 +3242.252 290.87646 +3243.8018 286.34079 +3245.3513 287.60767 +3246.9009 290.48773 +3248.4504 293.19675 +3250 287.11169 +3251.5496 283.68649 +3253.0991 283.59714 +3254.6487 285.06424 +3256.1982 294.16107 +3257.748 285.84512 +3259.2976 272.57639 +3260.8472 278.4982 +3262.3967 286.94946 +3263.9463 283.03012 +3265.4958 292.7074 +3267.0454 295.77805 +3268.595 293.80933 +3270.1445 295.59909 +3271.6943 289.44717 +3273.2439 288.0163 +3274.7935 289.16782 +3276.343 290.5076 +3277.8926 291.31137 +3279.4421 283.98273 +3280.9917 287.53052 +3282.5413 297.91306 +3284.0908 295.26819 +3285.6404 289.63712 +3287.1902 285.5726 +3288.7397 288.711 +3290.2893 293.17404 +3291.8389 294.5553 +3293.3884 298.14423 +3294.938 292.16293 +3296.4875 293.16144 +3298.0371 299.61996 +3299.5867 298.12708 +3301.1365 290.61072 +3302.686 294.24243 +3304.2356 302.2674 +3305.7852 305.91144 +3307.3347 301.55963 +3308.8843 296.82791 +3310.4338 297.3576 +3311.9834 297.45667 +3313.533 303.73901 +3315.0828 310.04868 +3316.6323 309.09753 +3318.1819 302.95386 +3319.7314 304.08261 +3321.281 308.71564 +3322.8306 304.30768 +3324.3801 308.33698 +3325.9297 319.48416 +3327.4792 317.33612 +3329.0288 310.39877 +3330.5786 316.9183 +3332.1282 324.73758 +3333.6777 319.40439 +3335.2273 321.32614 +3336.7769 321.53754 +3338.3264 300.42227 +3339.876 313.10535 +3341.4255 322.78372 +3342.9751 316.70538 +3344.5249 306.13306 +3346.0745 304.08496 +3347.624 311.83533 +3349.1736 318.01218 +3350.7231 313.13693 +3352.2727 317.57962 +3353.8223 322.62842 +3355.3718 320.63519 +3356.9214 320.11407 +3358.4712 325.33521 +3360.0208 323.77863 +3361.5703 332.96411 +3363.1199 323.86249 +3364.6694 315.35889 +3366.219 319.11258 +3367.7686 333.74768 +3369.3181 314.99689 +3370.8677 323.75284 +3372.4172 333.63702 +3373.967 324.83484 +3375.5166 329.86111 +3377.0662 325.38083 +3378.6157 322.94351 +3380.1653 312.83087 +3381.7148 342.14142 +3383.2644 336.19028 +3384.814 336.39044 +3386.3635 323.19012 +3387.9133 343.76999 +3389.4629 332.34885 +3391.0125 341.2063 +3392.562 349.84692 +3394.1116 346.71814 +3395.6611 341.4577 +3397.2107 348.5166 +3398.7603 338.70453 +3400.3098 339.13986 +3401.8596 344.56644 +3403.4092 345.61047 +3404.9587 348.39526 +3406.5083 344.24142 +3408.0579 344.51147 +3409.6074 346.79199 +3411.157 344.63486 +3412.7065 353.44525 +3414.2561 343.70602 +3415.8057 350.823 +3417.3555 356.70847 +3418.905 362.84213 +3420.4546 358.86029 +3422.0042 356.12125 +3423.5537 358.11868 +3425.1033 359.69107 +3426.6528 358.34183 +3428.2024 359.08508 +3429.752 361.90988 +3431.3018 358.33118 +3432.8513 359.55179 +3434.4009 360.32202 +3435.9504 373.81064 +3437.5 380.09015 +3439.0496 371.86499 +3440.5991 375.9646 +3442.1487 358.75653 +3443.6982 368.38763 +3445.248 370.48923 +3446.7976 361.2341 +3448.3472 370.20346 +3449.8967 365.76196 +3451.4463 374.9866 +3452.9958 388.62061 +3454.5454 373.12704 +3456.095 379.44199 +3457.6445 378.39908 +3459.1943 396.17996 +3460.7439 386.57184 +3462.2935 374.97296 +3463.843 390.86142 +3465.3926 380.5668 +3466.9421 384.40082 +3468.4917 392.15308 +3470.0413 385.04514 +3471.5908 401.51251 +3473.1404 401.22626 +3474.6902 395.85208 +3476.2397 413.46521 +3477.7893 409.85199 +3479.3389 399.39508 +3480.8884 399.78644 +3482.438 416.68713 +3483.9875 413.70355 +3485.5371 398.95236 +3487.0867 407.49893 +3488.6365 415.4938 +3490.186 414.4028 +3491.7356 402.4747 +3493.2852 402.45166 +3494.8347 412.92419 +3496.3843 419.88882 +3497.9338 415.08173 +3499.4834 412.60669 +3501.033 414.72806 +3502.5828 422.01022 +3504.1323 424.879 +3505.6819 436.28516 +3507.2314 428.9563 +3508.781 427.48596 +3510.3306 414.18912 +3511.8801 422.15228 +3513.4297 417.68127 +3514.9792 440.26041 +3516.5288 440.97211 +3518.0786 445.02951 +3519.6282 431.07144 +3521.1777 427.39087 +3522.7273 428.61005 +3524.2769 432.89291 +3525.8264 431.77798 +3527.376 431.37909 +3528.9255 439.86185 +3530.4751 447.36191 +3532.0249 451.45767 +3533.5745 447.44717 +3535.124 447.97266 +3536.6736 453.34381 +3538.2231 453.88669 +3539.7727 449.85458 +3541.3223 444.96149 +3542.8718 450.5885 +3544.4214 459.38907 +3545.9712 461.11551 +3547.5208 459.52426 +3549.0703 462.73889 +3550.6199 470.1709 +3552.1694 477.4538 +3553.719 469.57056 +3555.2686 460.83707 +3556.8181 472.83701 +3558.3677 453.2641 +3559.9172 462.58612 +3561.467 474.21384 +3563.0166 470.2196 +3564.5662 478.62317 +3566.1157 471.77121 +3567.6653 476.49142 +3569.2148 469.4855 +3570.7644 463.01709 +3572.314 472.12033 +3573.8635 476.13931 +3575.4133 474.80078 +3576.9629 474.35739 +3578.5125 466.33725 +3580.062 465.79099 +3581.6116 471.1218 +3583.1611 467.80112 +3584.7107 457.54916 +3586.2603 455.65668 +3587.8098 458.0325 +3589.3596 450.44241 +3590.9092 451.70691 +3592.4587 468.83548 +3594.0083 464.68118 +3595.5579 462.37485 +3597.1074 454.28314 +3598.657 442.09665 +3600.2065 439.1875 +3601.7561 447.71982 +3603.3057 427.93396 +3604.8555 441.37897 +3606.405 432.64398 +3607.9546 412.9129 +3609.5042 416.60754 +3611.0537 415.17136 +3612.6033 430.57397 +3614.1528 417.55658 +3615.7024 413.80356 +3617.252 405.82574 +3618.8018 401.52243 +3620.3513 389.91904 +3621.9009 392.24484 +3623.4504 384.00989 +3625 377.12109 +3626.5496 377.59927 +3628.0991 368.9697 +3629.6487 356.57983 +3631.1982 356.16525 +3632.748 361.77274 +3634.2976 351.04117 +3635.8472 347.50809 +3637.3967 352.66138 +3638.9463 331.78641 +3640.4958 333.45929 +3642.0454 326.04462 +3643.595 322.32336 +3645.1445 314.75589 +3646.6943 319.45718 +3648.2439 311.79111 +3649.7935 308.08145 +3651.343 302.12549 +3652.8926 296.45291 +3654.4421 292.82626 +3655.9917 287.16953 +3657.5413 289.24847 +3659.0908 286.6951 +3660.6404 265.91092 +3662.1902 268.37677 +3663.7397 252.01973 +3665.2893 254.21919 +3666.8389 261.76038 +3668.3884 251.07083 +3669.938 253.35272 +3671.4875 243.84151 +3673.0371 246.26695 +3674.5867 243.12299 +3676.1365 237.31679 +3677.686 240.53726 +3679.2356 240.63867 +3680.7852 236.31606 +3682.3347 229.09985 +3683.8843 229.2419 +3685.4338 232.8071 +3686.9834 227.59698 +3688.533 221.423 +3690.0828 211.4061 +3691.6323 215.62224 +3693.1819 217.88069 +3694.7314 212.61389 +3696.281 220.89108 +3697.8306 208.62358 +3699.3801 208.15359 +3700.9297 208.0276 +3702.4792 206.23428 +3704.0288 207.13635 +3705.5786 201.53363 +3707.1282 191.81845 +3708.6777 200.82866 +3710.2273 196.05482 +3711.7769 198.08131 +3713.3264 201.83733 +3714.876 205.1042 +3716.4255 202.66354 +3717.9751 197.45226 +3719.5249 198.0742 +3721.0745 188.73549 +3722.624 197.58687 +3724.1736 192.69254 +3725.7231 198.66792 +3727.2727 202.18271 +3728.8223 202.50072 +3730.3718 194.42461 +3731.9214 194.63202 +3733.4712 197.82278 +3735.0208 190.46289 +3736.5703 190.79509 +3738.1199 193.37782 +3739.6694 194.21754 +3741.219 193.70555 +3742.7686 193.37019 +3744.3181 191.03049 +3745.8677 198.02934 +3747.4172 194.30342 +3748.967 174.34172 +3750.5166 187.98318 +3752.0662 187.03342 +3753.6157 191.20012 +3755.1653 186.93138 +3756.7148 188.92444 +3758.2644 183.49712 +3759.814 183.90359 +3761.3635 188.52066 +3762.9133 190.62669 +3764.4629 192.16969 +3766.0125 182.38281 +3767.562 179.8614 +3769.1116 180.36885 +3770.6611 181.16382 +3772.2107 175.03345 +3773.7603 189.42957 +3775.3098 181.67226 +3776.8596 192.96645 +3778.4092 188.77707 +3779.9587 179.84381 +3781.5083 193.37793 +3783.0579 186.98015 +3784.6074 185.41216 +3786.157 183.73074 +3787.7065 186.87393 +3789.2561 179.2204 +3790.8057 180.88113 +3792.3555 178.44815 +3793.905 164.74585 +3795.4546 176.34642 +3797.0042 186.15118 +3798.5537 182.17465 +3800.1033 183.52905 +3801.6528 184.31903 +3803.2024 181.45879 +3804.752 189.6057 +3806.3018 189.29623 +3807.8513 177.00633 +3809.4009 171.06328 +3810.9504 177.55283 +3812.5 181.63864 +3814.0496 186.6777 +3815.5991 180.90919 +3817.1487 182.75023 +3818.6982 187.07904 +3820.248 182.51752 +3821.7976 169.62683 +3823.3472 179.80669 +3824.8967 173.62784 +3826.4463 174.68135 +3827.9958 172.84032 +3829.5454 174.53201 +3831.095 176.97455 +3832.6445 184.76102 +3834.1943 189.60213 +3835.7439 178.15147 +3837.2935 171.18002 +3838.843 175.7731 +3840.3926 172.20958 +3841.9421 176.58591 +3843.4917 178.89442 +3845.0413 171.74223 +3846.5908 169.75586 +3848.1404 174.06888 +3849.6902 176.84558 +3851.2397 173.2059 +3852.7893 176.05974 +3854.3389 178.3808 +3855.8884 176.83652 +3857.438 176.10944 +3858.9875 183.40858 +3860.5371 177.4722 +3862.0867 170.08675 +3863.6365 178.09991 +3865.186 179.00357 +3866.7356 176.90361 +3868.2852 174.2312 +3869.8347 179.2318 +3871.3843 175.4993 +3872.9338 172.66345 +3874.4834 173.94016 +3876.033 171.13498 +3877.5828 178.49544 +3879.1323 177.87621 +3880.6819 182.8609 +3882.2314 178.94852 +3883.781 172.47482 +3885.3306 170.40941 +3886.8801 178.45384 +3888.4297 178.78928 +3889.9792 176.61075 +3891.5288 172.47968 +3893.0786 172.41142 +3894.6282 172.82722 +3896.1777 177.03778 +3897.7273 183.20418 +3899.2769 170.48718 +3900.8264 181.30231 +3902.376 173.93748 +3903.9255 177.84521 +3905.4751 180.48444 +3907.0249 174.5088 +3908.5745 169.59865 +3910.124 176.2458 +3911.6736 175.56703 +3913.2231 179.5625 +3914.7727 178.13551 +3916.3223 179.96542 +3917.8718 174.6407 +3919.4214 172.98871 +3920.9712 172.59067 +3922.5208 182.36136 +3924.0703 171.85786 +3925.6199 172.99802 +3927.1694 167.22107 +3928.719 171.65921 +3930.2686 174.23608 +3931.8181 174.58403 +3933.3677 178.26204 +3934.9172 173.78532 +3936.467 171.40332 +3938.0166 171.7744 +3939.5662 160.79614 +3941.1157 170.16476 +3942.6653 169.64932 +3944.2148 176.91309 +3945.7644 174.08711 +3947.314 168.62669 +3948.8635 173.03659 +3950.4133 176.32655 +3951.9629 170.34126 +3953.5125 174.07799 +3955.062 168.59671 +3956.6116 167.49672 +3958.1611 175.81326 +3959.7107 173.89812 +3961.2603 180.68561 +3962.8098 174.47452 +3964.3596 170.5773 +3965.9092 171.08945 +3967.4587 176.5419 +3969.0083 164.9463 +3970.5579 175.3308 +3972.1074 172.28641 +3973.657 169.61665 +3975.2065 166.24593 +3976.7561 169.88286 +3978.3057 178.09158 +3979.8555 180.56105 +3981.405 174.60291 +3982.9546 175.12985 +3984.5042 171.46884 +3986.0537 180.6729 +3987.6033 172.12497 +3989.1528 169.81914 +3990.7024 179.32961 +3992.252 179.95947 +3993.8018 176.74512 +3995.3513 172.34081 +3996.9009 180.66438 +3998.4504 178.9003 +4000 177.41684 diff --git a/examples/rameau_example/raw/Som-16-27.txt b/examples/rameau_example/raw/Som-16-27.txt new file mode 100644 index 0000000..5f78a41 --- /dev/null +++ b/examples/rameau_example/raw/Som-16-27.txt @@ -0,0 +1,1929 @@ +100 932.27106 +101.98123 1070.9821 +103.96246 1216.8163 +105.9437 1360.9736 +107.92492 1490.7679 +109.90615 1584.3616 +111.88738 1662.2488 +113.86861 1764.34 +115.84985 1822.8643 +117.83108 1861.5288 +119.8123 1915.7638 +121.79353 1939.8267 +123.77477 1934.2274 +125.756 1942.9937 +127.73723 1953.6263 +129.71846 1936.9288 +131.69969 1936.2612 +133.68092 1960.4879 +135.66216 1945.5214 +137.64337 1918.2407 +139.6246 1943.9745 +141.60583 1924.5247 +143.58707 1892.4161 +145.5683 1899.6364 +147.54953 1898.8973 +149.53076 1880.179 +151.51199 1881.0566 +153.49323 1866.4191 +155.47446 1872.8765 +157.45569 1837.9458 +159.43692 1848.3079 +161.41814 1833.7156 +163.39937 1811.6028 +165.3806 1806.6759 +167.36183 1811.8165 +169.34306 1808.4857 +171.3243 1794.6632 +173.30553 1788.7648 +175.28676 1794.2477 +177.26799 1767.7437 +179.24922 1780.5979 +181.23045 1786.0679 +183.21169 1759.62 +185.19292 1743.6547 +187.17413 1745.5834 +189.15536 1738.6772 +191.1366 1721.6945 +193.11783 1706.6323 +195.09906 1693.9589 +197.08029 1679.2823 +199.06152 1672.3534 +201.04276 1692.8926 +203.02399 1635.3683 +205.00522 1663.6434 +206.98645 1647.8435 +208.96768 1663.8723 +210.9489 1656.459 +212.93013 1632.449 +214.91136 1626.6683 +216.89259 1621.6879 +218.87383 1601.6541 +220.85506 1607.3324 +222.83629 1587.1465 +224.81752 1569.7793 +226.79875 1593.2651 +228.77998 1610.6531 +230.76122 1602.7839 +232.74245 1589.0205 +234.72366 1592.9407 +236.7049 1585.4387 +238.68613 1577.3717 +240.66736 1578.6395 +242.64859 1572.1259 +244.62982 1586.0477 +246.61105 1597.5701 +248.59229 1556.0703 +250.57352 1560.6617 +252.55475 1552.0745 +254.53598 1547.4838 +256.51721 1520.4244 +258.49844 1528.2216 +260.47968 1527.9302 +262.46091 1523.569 +264.44214 1520.1559 +266.42337 1503.3647 +268.4046 1515.3954 +270.38583 1497.0685 +272.36703 1454.9259 +274.34827 1488.6626 +276.3295 1478.0413 +278.31073 1478.8344 +280.29196 1493.6284 +282.27319 1480.6851 +284.25443 1474.9766 +286.23566 1483.5637 +288.21689 1483.7365 +290.19812 1468.0103 +292.17935 1449.0292 +294.16058 1441.4402 +296.14182 1444.8253 +298.12305 1476.2144 +300.10428 1457.3048 +302.08551 1447.0171 +304.06674 1431.3228 +306.04797 1424.2897 +308.02921 1414.7834 +310.01044 1415.5537 +311.99167 1413.5315 +313.9729 1407.3064 +315.95413 1407.519 +317.93536 1403.3837 +319.91656 1392.2131 +321.8978 1370.6385 +323.87903 1381.6398 +325.86026 1386.7279 +327.84149 1358.6234 +329.82272 1351.2542 +331.80396 1335.9043 +333.78519 1340.8605 +335.76642 1349.8954 +337.74765 1337.5944 +339.72888 1320.6027 +341.71011 1323.1373 +343.69135 1339.1212 +345.67258 1345.6299 +347.65381 1318.403 +349.63504 1332.126 +351.61627 1319.5336 +353.5975 1314.8301 +355.57874 1328.8359 +357.55997 1341.6262 +359.5412 1318.4841 +361.52243 1330.3062 +363.50366 1335.6388 +365.48489 1316.2083 +367.46613 1321.6764 +369.44733 1342.3705 +371.42856 1321.158 +373.40979 1295.2516 +375.39102 1300.0814 +377.37225 1332.05 +379.35349 1290.61 +381.33472 1323.4485 +383.31595 1328.948 +385.29718 1296.0649 +387.27841 1311.8015 +389.25964 1320.2028 +391.24088 1329.9526 +393.22211 1314.9313 +395.20334 1305.2535 +397.18457 1314.1995 +399.1658 1310.9233 +401.14703 1323.282 +403.12827 1317.2888 +405.1095 1324.2911 +407.09073 1331.1246 +409.07196 1332.3875 +411.05319 1347.4663 +413.03442 1326.4816 +415.01566 1318.6077 +416.99686 1314.7072 +418.97809 1301.0621 +420.95932 1301.1099 +422.94055 1314.0599 +424.92178 1323.0437 +426.90302 1327.2531 +428.88425 1330.2034 +430.86548 1333.2456 +432.84671 1345.1874 +434.82794 1332.8099 +436.80917 1338.8718 +438.79041 1346.9626 +440.77164 1367.8427 +442.75287 1331.6449 +444.7341 1336.5643 +446.71533 1356.6819 +448.69656 1355.9308 +450.6778 1342.1283 +452.65903 1359.4048 +454.64026 1366.1243 +456.62149 1359.064 +458.60272 1360.9469 +460.58395 1352.1743 +462.56519 1367.9982 +464.54642 1363.3223 +466.52762 1346.7787 +468.50885 1343.5844 +470.49008 1386.9276 +472.47131 1368.0842 +474.45255 1391.62 +476.43378 1389.5463 +478.41501 1385.4728 +480.39624 1385.1571 +482.37747 1370.4725 +484.3587 1364.8079 +486.33994 1371.2419 +488.32117 1375.4783 +490.3024 1371.4246 +492.28363 1365.4672 +494.26486 1365.8071 +496.24609 1357.5934 +498.22733 1360.0897 +500.20856 1391.4635 +502.18979 1385.447 +504.17102 1385.9883 +506.15225 1375.5103 +508.13348 1376.7261 +510.11472 1367.8356 +512.09595 1360.667 +514.07715 1348.9482 +516.05841 1350.7576 +518.03961 1351.5453 +520.02087 1336.9457 +522.00208 1342.1633 +523.98334 1364.1555 +525.96454 1362.8646 +527.9458 1348.871 +529.927 1345.1986 +531.90826 1360.5819 +533.88947 1332.3077 +535.87073 1345.4646 +537.85193 1320.3085 +539.83313 1330.2335 +541.81439 1335.5308 +543.79559 1322.3088 +545.77686 1294.6407 +547.75806 1288.4463 +549.73932 1291.9215 +551.72052 1291.2146 +553.70178 1279.9668 +555.68298 1281.4014 +557.66425 1298.4847 +559.64545 1289.692 +561.62671 1270.8568 +563.60791 1284.1647 +565.58917 1293.7593 +567.57037 1299.1438 +569.55164 1286.1906 +571.53284 1267.3524 +573.5141 1241.9758 +575.4953 1247.0393 +577.47656 1245.5448 +579.45776 1208.2642 +581.43903 1231.6353 +583.42023 1220.3303 +585.40149 1197.0135 +587.38269 1184.5833 +589.36389 1167.5337 +591.34515 1166.432 +593.32635 1162.3346 +595.30762 1139.7946 +597.28882 1134.0171 +599.27008 1116.9277 +601.25128 1089.6904 +603.23254 1094.6908 +605.21375 1075.8522 +607.19501 1076.485 +609.17621 1051.9768 +611.15747 1039.676 +613.13867 1043.5015 +615.11993 1013.8403 +617.10114 990.07996 +619.0824 1009.1361 +621.0636 987.40808 +623.04486 979.3559 +625.02606 977.61298 +627.00732 961.33655 +628.98853 960.11835 +630.96979 949.9231 +632.95099 941.94269 +634.93225 950.4519 +636.91345 934.62494 +638.89465 921.19702 +640.87592 917.65759 +642.85712 907.10291 +644.83838 907.70795 +646.81958 903.96613 +648.80084 901.48755 +650.78204 906.45313 +652.76331 891.30865 +654.74451 906.73383 +656.72577 924.28302 +658.70697 912.85199 +660.68823 904.37592 +662.66943 902.04999 +664.6507 931.45239 +666.6319 903.55664 +668.61316 905.49884 +670.59436 909.73657 +672.57562 930.4939 +674.55682 912.3291 +676.53809 902.73853 +678.51929 896.58911 +680.50055 898.2962 +682.48175 910.56061 +684.46301 910.67285 +686.44421 887.40302 +688.42542 881.5799 +690.40668 897.55371 +692.38788 895.71466 +694.36914 887.1615 +696.35034 879.27881 +698.3316 873.29456 +700.31281 872.63379 +702.29407 877.48431 +704.27527 871.04791 +706.25653 861.98639 +708.23773 857.68286 +710.21899 861.24261 +712.2002 854.50623 +714.18146 845.8609 +716.16266 847.258 +718.14392 856.21387 +720.12512 849.06586 +722.10638 851.12762 +724.08759 856.67841 +726.06885 836.77545 +728.05005 835.66302 +730.03131 805.29626 +732.01251 804.16803 +733.99371 815.57654 +735.97498 811.7417 +737.95618 803.31067 +739.93744 784.09711 +741.91864 780.05859 +743.8999 793.19598 +745.8811 784.92358 +747.86237 772.02771 +749.84357 767.02136 +751.82483 766.74066 +753.80603 768.82831 +755.78729 762.46106 +757.76849 735.73029 +759.74976 730.46875 +761.73096 743.7298 +763.71222 756.19 +765.69342 725.42773 +767.67468 755.64056 +769.65588 726.65613 +771.63715 718.70496 +773.61835 705.33984 +775.59961 708.63031 +777.58081 705.88782 +779.56207 688.62445 +781.54327 672.9007 +783.52448 675.81854 +785.50574 682.37976 +787.48694 685.50116 +789.4682 684.28754 +791.4494 685.21362 +793.43066 666.93988 +795.41187 666.591 +797.39313 667.14233 +799.37433 663.12506 +801.35559 663.57422 +803.33679 659.05066 +805.31805 664.23157 +807.29926 668.68188 +809.28052 657.39618 +811.26172 649.88953 +813.24298 649.88141 +815.22418 665.61145 +817.20544 674.96326 +819.18665 669.0863 +821.16791 660.33856 +823.14911 661.4165 +825.13037 671.42584 +827.11157 692.90131 +829.09283 689.36279 +831.07404 675.54407 +833.05524 700.59235 +835.0365 702.62915 +837.0177 710.18756 +838.99896 724.4317 +840.98016 724.64203 +842.96143 749.52338 +844.94263 761.87036 +846.92389 741.93304 +848.90509 770.47296 +850.88635 776.09125 +852.86755 790.3504 +854.84882 809.36969 +856.83002 808.83661 +858.81128 826.74969 +860.79248 820.63947 +862.77374 846.45563 +864.75494 868.00531 +866.73621 876.78101 +868.71741 882.59619 +870.69867 887.19006 +872.67987 890.18781 +874.66113 904.41803 +876.64233 921.83771 +878.6236 943.51563 +880.6048 947.48486 +882.586 934.07159 +884.56726 943.16528 +886.54846 964.53754 +888.52972 982.43774 +890.51093 994.03571 +892.49219 993.78436 +894.47339 992.56757 +896.45465 1001.7283 +898.43585 1020.6208 +900.41711 1016.3063 +902.39832 1003.4413 +904.37958 1023.52 +906.36078 1036.4126 +908.34204 1026.2753 +910.32324 1046.8215 +912.3045 1058.3486 +914.28571 1072.446 +916.26697 1073.0873 +918.24817 1066.9595 +920.22943 1080.765 +922.21063 1077.3436 +924.19189 1088.2344 +926.1731 1076.0323 +928.15436 1052.7155 +930.13556 1093.7094 +932.11676 1071.3228 +934.09802 1072.0969 +936.07922 1094.6353 +938.06049 1085.1525 +940.04169 1071.1866 +942.02295 1112.7855 +944.00415 1097.6152 +945.98541 1074.4713 +947.96661 1076.6136 +949.94788 1090.9358 +951.92908 1081.665 +953.91034 1076.5768 +955.89154 1104.2168 +957.8728 1089.9473 +959.854 1076.3121 +961.83527 1080.0422 +963.81647 1090.4576 +965.79773 1094.7133 +967.77893 1084.3894 +969.76019 1076.8562 +971.74139 1069.1155 +973.72266 1096.774 +975.70386 1062.0313 +977.68506 1064.2938 +979.66632 1066.0126 +981.64752 1058.9738 +983.62878 1037.9774 +985.60999 1057.1935 +987.59125 1053.499 +989.57245 1027.7968 +991.55371 1029.1921 +993.53491 1009.911 +995.51617 1018.7346 +997.49738 1015.6792 +999.47864 998.44739 +1001.4598 1000.8007 +1003.4411 992.47302 +1005.4223 997.11023 +1007.4036 994.38544 +1009.3848 985.65759 +1011.366 955.85175 +1013.3472 948.02209 +1015.3285 974.16284 +1017.3097 943.40698 +1019.291 942.15167 +1021.2722 942.02008 +1023.2534 926.19934 +1025.2346 912.47601 +1027.2158 908.45288 +1029.197 907.48846 +1031.1783 886.73578 +1033.1595 877.67328 +1035.1407 882.4035 +1037.1219 873.90155 +1039.1033 857.77655 +1041.0845 851.00092 +1043.0657 856.21753 +1045.0469 847.23755 +1047.0282 841.61597 +1049.0094 824.43774 +1050.9906 792.91553 +1052.9718 781.04907 +1054.9531 787.36011 +1056.9343 782.69263 +1058.9155 766.14197 +1060.8967 760.92487 +1062.8781 751.86658 +1064.8593 744.27032 +1066.8405 732.1734 +1068.8217 717.65564 +1070.803 707.51044 +1072.7842 682.13068 +1074.7654 672.73907 +1076.7466 679.12622 +1078.7278 664.14783 +1080.7091 660.22656 +1082.6903 641.49048 +1084.6715 634.26617 +1086.6527 630.10559 +1088.634 615.38733 +1090.6152 606.70435 +1092.5964 600.27515 +1094.5776 585.84497 +1096.559 575.58081 +1098.5402 573.52808 +1100.5214 565.74951 +1102.5026 533.7771 +1104.4839 543.22083 +1106.4651 536.23712 +1108.4463 522.79913 +1110.4275 515.47754 +1112.4088 515.14166 +1114.39 508.78659 +1116.3712 495.15665 +1118.3524 501.71719 +1120.3337 496.01791 +1122.3149 475.09113 +1124.2961 474.28299 +1126.2773 470.7171 +1128.2585 470.86084 +1130.2399 465.85605 +1132.2211 449.68521 +1134.2023 442.23599 +1136.1835 443.01089 +1138.1648 440.96872 +1140.146 429.8071 +1142.1272 435.54709 +1144.1084 433.04929 +1146.0897 407.80801 +1148.0709 419.90128 +1150.0521 410.73431 +1152.0333 404.93552 +1154.0146 416.31305 +1155.9958 399.73801 +1157.9771 395.44 +1159.9583 387.99579 +1161.9396 377.95206 +1163.9208 391.9628 +1165.902 387.10468 +1167.8832 393.117 +1169.8645 372.98834 +1171.8457 389.0083 +1173.8269 379.12003 +1175.8081 373.3714 +1177.7893 373.46841 +1179.7706 364.88907 +1181.7518 366.89874 +1183.733 363.59329 +1185.7142 362.09366 +1187.6956 359.00479 +1189.6768 358.2749 +1191.658 345.41492 +1193.6392 342.45779 +1195.6205 354.28296 +1197.6017 358.39246 +1199.5829 344.00729 +1201.5641 348.6647 +1203.5454 344.56235 +1205.5266 336.81128 +1207.5078 333.19919 +1209.489 338.70102 +1211.4703 341.64682 +1213.4515 338.08826 +1215.4327 338.75348 +1217.4139 324.07532 +1219.3953 329.81119 +1221.3765 338.37921 +1223.3577 334.83893 +1225.3389 340.98663 +1227.3201 324.62589 +1229.3014 321.46826 +1231.2826 317.85706 +1233.2638 313.31686 +1235.245 317.19803 +1237.2263 324.2764 +1239.2075 325.06943 +1241.1887 336.02954 +1243.1699 325.34839 +1245.1512 324.59042 +1247.1324 325.47672 +1249.1136 314.02335 +1251.0948 316.37241 +1253.0762 322.37759 +1255.0574 325.21191 +1257.0386 315.98813 +1259.0198 315.44055 +1261.0011 323.13623 +1262.9823 317.99097 +1264.9635 318.84811 +1266.9447 316.51031 +1268.926 315.59415 +1270.9072 316.33243 +1272.8884 300.6217 +1274.8696 315.63766 +1276.8508 312.66785 +1278.8322 320.27414 +1280.8134 304.41373 +1282.7946 309.7431 +1284.7758 307.4469 +1286.7571 315.68518 +1288.7383 322.6662 +1290.7195 315.71832 +1292.7007 300.63275 +1294.682 313.88867 +1296.6632 297.62772 +1298.6444 313.77814 +1300.6256 303.62091 +1302.6069 325.67615 +1304.5881 315.68936 +1306.5693 317.92529 +1308.5505 309.23917 +1310.5319 309.08798 +1312.5131 311.24286 +1314.4943 312.87762 +1316.4755 318.94159 +1318.4567 315.70508 +1320.438 307.53113 +1322.4192 302.85165 +1324.4004 311.50693 +1326.3816 314.6087 +1328.3629 312.4191 +1330.3441 315.43732 +1332.3253 322.31644 +1334.3065 312.73102 +1336.2878 304.08966 +1338.269 297.20679 +1340.2502 302.60303 +1342.2314 305.14798 +1344.2128 306.68466 +1346.194 305.11389 +1348.1752 302.81 +1350.1564 309.96597 +1352.1377 304.28976 +1354.1189 294.43881 +1356.1001 295.26868 +1358.0813 300.06906 +1360.0626 285.3266 +1362.0438 293.78137 +1364.025 309.49228 +1366.0062 300.59543 +1367.9874 304.41995 +1369.9688 302.9985 +1371.95 301.1315 +1373.9312 311.02576 +1375.9124 309.89618 +1377.8937 312.10556 +1379.8749 301.15189 +1381.8561 304.19019 +1383.8373 307.38425 +1385.8186 299.36948 +1387.7998 303.25552 +1389.781 308.72726 +1391.7622 311.12741 +1393.7435 314.505 +1395.7247 309.93539 +1397.7059 309.82968 +1399.6871 312.04117 +1401.6685 302.30353 +1403.6497 304.09747 +1405.6309 317.64056 +1407.6121 318.07938 +1409.5934 317.36191 +1411.5746 311.16364 +1413.5558 310.45462 +1415.537 309.57394 +1417.5182 309.98297 +1419.4995 302.47531 +1421.4807 312.33017 +1423.4619 316.79608 +1425.4431 304.96423 +1427.4244 314.04532 +1429.4056 305.89481 +1431.3868 314.9454 +1433.368 313.58939 +1435.3494 314.80515 +1437.3306 317.94897 +1439.3118 317.70987 +1441.293 315.34991 +1443.2743 303.43646 +1445.2555 301.07687 +1447.2367 305.97223 +1449.2179 305.56378 +1451.1992 311.04028 +1453.1804 314.56485 +1455.1616 319.1369 +1457.1428 315.01709 +1459.1241 306.85071 +1461.1053 300.3512 +1463.0865 312.78699 +1465.0677 311.21149 +1467.049 304.58344 +1469.0303 304.28116 +1471.0115 297.77734 +1472.9927 285.26132 +1474.9739 316.95969 +1476.9552 311.10797 +1478.9364 294.52457 +1480.9176 300.2081 +1482.8988 299.2709 +1484.8801 301.27231 +1486.8613 308.13855 +1488.8425 307.25919 +1490.8237 296.51471 +1492.8051 300.88159 +1494.7863 296.51471 +1496.7675 301.19223 +1498.7487 297.66354 +1500.73 306.21158 +1502.7112 298.35678 +1504.6924 311.82382 +1506.6736 300.55472 +1508.6549 299.57245 +1510.6361 308.49158 +1512.6173 306.85904 +1514.5985 293.97699 +1516.5797 309.40469 +1518.561 300.53522 +1520.5422 296.60748 +1522.5234 295.28491 +1524.5046 300.97971 +1526.486 304.49045 +1528.4672 304.54962 +1530.4484 301.90726 +1532.4296 292.06589 +1534.4109 293.63184 +1536.3921 298.05182 +1538.3733 289.80539 +1540.3545 297.93076 +1542.3358 291.75208 +1544.317 284.12622 +1546.2982 292.89661 +1548.2794 299.99667 +1550.2607 286.55466 +1552.2419 295.04776 +1554.2231 290.4176 +1556.2043 275.004 +1558.1857 306.71024 +1560.1669 291.12628 +1562.1481 293.44434 +1564.1293 286.76849 +1566.1105 288.8866 +1568.0918 291.62595 +1570.073 281.24557 +1572.0542 281.35681 +1574.0354 284.42773 +1576.0167 287.51349 +1577.9979 287.66022 +1579.9791 277.68884 +1581.9603 285.9982 +1583.9417 295.49969 +1585.9229 291.38138 +1587.9041 289.66177 +1589.8853 289.67752 +1591.8666 285.99323 +1593.8478 296.32993 +1595.829 286.43314 +1597.8102 285.55685 +1599.7915 287.30844 +1601.7727 294.51086 +1603.7539 289.90555 +1605.7351 287.32532 +1607.7164 288.61771 +1609.6976 285.60681 +1611.6788 283.68323 +1613.66 287.96014 +1615.6412 293.81577 +1617.6226 277.30286 +1619.6038 291.87775 +1621.585 283.51743 +1623.5662 284.56161 +1625.5475 284.37262 +1627.5287 280.08145 +1629.5099 285.08514 +1631.4911 285.24719 +1633.4724 281.39642 +1635.4536 276.37262 +1637.4348 279.25754 +1639.416 279.62094 +1641.3973 284.32394 +1643.3785 295.62836 +1645.3597 294.34848 +1647.3409 297.45285 +1649.3223 267.25803 +1651.3035 293.09604 +1653.2847 289.18945 +1655.2659 281.34549 +1657.2472 270.78757 +1659.2284 277.00632 +1661.2096 281.77264 +1663.1908 283.7847 +1665.172 284.2807 +1667.1533 280.72955 +1669.1345 283.72311 +1671.1157 275.67804 +1673.0969 272.08417 +1675.0782 275.15497 +1677.0594 279.30551 +1679.0406 276.76862 +1681.0219 281.7883 +1683.0032 269.05875 +1684.9844 276.14261 +1686.9656 273.58084 +1688.9468 272.22192 +1690.9281 278.14969 +1692.9093 272.79861 +1694.8905 264.45895 +1696.8717 259.09137 +1698.853 263.70786 +1700.8342 269.16199 +1702.8154 274.41336 +1704.7966 272.54779 +1706.778 265.41672 +1708.7592 265.63232 +1710.7404 270.91449 +1712.7216 267.83722 +1714.7028 263.60275 +1716.6841 257.25732 +1718.6653 258.67151 +1720.6465 267.83536 +1722.6277 258.798 +1724.609 258.25055 +1726.5902 268.84186 +1728.5714 276.0726 +1730.5526 259.34583 +1732.5339 263.33636 +1734.5151 248.11789 +1736.4963 273.33145 +1738.4775 263.55145 +1740.4589 258.85904 +1742.4401 262.52472 +1744.4213 255.95963 +1746.4025 257.43201 +1748.3838 255.1144 +1750.365 255.68675 +1752.3462 259.23285 +1754.3274 260.26791 +1756.3087 261.01312 +1758.2899 244.69788 +1760.2711 249.34116 +1762.2523 263.48743 +1764.2335 263.02908 +1766.2148 254.14731 +1768.196 260.84357 +1770.1772 254.00272 +1772.1584 246.69965 +1774.1398 258.26096 +1776.121 249.73839 +1778.1022 261.69461 +1780.0834 248.37741 +1782.0647 253.97189 +1784.0459 245.50935 +1786.0271 248.7332 +1788.0083 248.02596 +1789.9896 254.73212 +1791.9708 256.28482 +1793.952 254.64238 +1795.9332 244.19769 +1797.9146 253.22069 +1799.8958 260.70935 +1801.877 261.99402 +1803.8582 245.0515 +1805.8394 241.46515 +1807.8207 255.86809 +1809.8019 245.4557 +1811.7831 248.11401 +1813.7643 244.06789 +1815.7456 247.22609 +1817.7268 244.63069 +1819.708 245.39819 +1821.6892 247.8058 +1823.6705 249.62675 +1825.6517 253.95624 +1827.6329 247.12401 +1829.6141 235.00993 +1831.5955 239.52876 +1833.5767 240.9425 +1835.5579 237.87607 +1837.5391 245.21651 +1839.5204 256.03027 +1841.5016 247.17621 +1843.4828 249.33144 +1845.464 252.19379 +1847.4453 246.42189 +1849.4265 236.92458 +1851.4077 243.90437 +1853.3889 245.3353 +1855.3701 235.77042 +1857.3514 241.11372 +1859.3326 245.6255 +1861.3138 240.94205 +1863.295 247.17537 +1865.2764 242.86577 +1867.2576 245.35263 +1869.2388 242.19218 +1871.22 243.95888 +1873.2013 239.74982 +1875.1825 233.83121 +1877.1637 245.87636 +1879.1449 235.86446 +1881.1262 240.76057 +1883.1074 240.4386 +1885.0886 236.10524 +1887.0698 232.90822 +1889.0511 232.06284 +1891.0323 245.01628 +1893.0135 237.21913 +1894.9948 245.24376 +1896.9761 245.31862 +1898.9573 229.01894 +1900.9385 241.45403 +1902.9197 252.14948 +1904.9009 247.11511 +1906.8822 239.43626 +1908.8634 237.11288 +1910.8446 240.86818 +1912.8258 233.68428 +1914.8071 237.98189 +1916.7883 232.43089 +1918.7695 228.45499 +1920.7507 237.68282 +1922.7321 247.02252 +1924.7133 239.65384 +1926.6945 235.13492 +1928.6757 236.26437 +1930.657 239.2027 +1932.6382 233.06389 +1934.6194 228.6725 +1936.6006 232.14159 +1938.5819 239.54706 +1940.5631 241.74292 +1942.5443 244.18538 +1944.5255 234.8204 +1946.5068 226.96991 +1948.488 232.08405 +1950.4692 238.23192 +1952.4504 246.82176 +1954.4316 247.49689 +1956.413 238.24203 +1958.3942 241.61987 +1960.3754 233.88451 +1962.3566 236.41658 +1964.3379 239.15796 +1966.3191 245.26102 +1968.3003 242.2155 +1970.2815 242.33264 +1972.2628 250.77321 +1974.244 251.59026 +1976.2252 228.05946 +1978.2064 236.6859 +1980.1877 237.77643 +1982.1689 242.45274 +1984.1501 248.0694 +1986.1313 235.81383 +1988.1127 236.01245 +1990.0939 234.6274 +1992.0751 232.55508 +1994.0563 221.78647 +1996.0376 234.53835 +1998.0188 241.37828 +2000 242.41707 +2500 219.2626 +2501.5496 218.1528 +2503.0991 217.55341 +2504.6487 216.88481 +2506.1982 223.09647 +2507.748 220.4637 +2509.2976 206.55588 +2510.8472 214.97394 +2512.3967 226.03342 +2513.9463 211.98978 +2515.4958 213.46729 +2517.0454 216.89914 +2518.595 212.65602 +2520.1445 213.46835 +2521.6943 219.15755 +2523.2439 218.04718 +2524.7935 220.69923 +2526.343 218.37051 +2527.8926 209.31377 +2529.4421 211.14679 +2530.9917 209.61751 +2532.5413 210.58615 +2534.0908 205.95267 +2535.6404 209.28011 +2537.1902 210.76213 +2538.7397 211.98906 +2540.2893 219.21848 +2541.8389 221.8976 +2543.3884 217.68478 +2544.938 218.96704 +2546.4875 213.78978 +2548.0371 213.05788 +2549.5867 199.68913 +2551.1365 200.36372 +2552.686 208.14346 +2554.2356 209.79074 +2555.7852 200.7012 +2557.3347 204.10994 +2558.8843 214.45076 +2560.4338 209.28392 +2561.9834 209.50269 +2563.533 204.45567 +2565.0828 220.44347 +2566.6323 219.06305 +2568.1819 211.34724 +2569.7314 216.69098 +2571.281 219.16405 +2572.8306 214.05505 +2574.3801 212.68423 +2575.9297 210.77112 +2577.4792 209.11339 +2579.0288 215.37338 +2580.5786 217.50365 +2582.1282 201.33192 +2583.6777 201.57272 +2585.2273 202.33263 +2586.7769 205.1012 +2588.3264 205.29932 +2589.876 213.23943 +2591.4255 212.34547 +2592.9751 218.05017 +2594.5249 211.35437 +2596.0745 205.21605 +2597.624 206.13574 +2599.1736 206.1497 +2600.7231 212.67958 +2602.2727 208.41902 +2603.8223 208.39854 +2605.3718 212.44762 +2606.9214 208.56171 +2608.4712 218.8161 +2610.0208 207.52103 +2611.5703 206.3445 +2613.1199 209.01503 +2614.6694 200.63434 +2616.219 200.6888 +2617.7686 205.82394 +2619.3181 208.85258 +2620.8677 218.8737 +2622.4172 208.72948 +2623.967 207.82501 +2625.5166 219.66989 +2627.0662 223.37613 +2628.6157 210.78371 +2630.1653 210.94229 +2631.7148 213.69719 +2633.2644 218.89726 +2634.814 213.15091 +2636.3635 206.40753 +2637.9133 210.96808 +2639.4629 212.31377 +2641.0125 203.92792 +2642.562 207.24283 +2644.1116 213.21367 +2645.6611 212.6199 +2647.2107 210.84518 +2648.7603 205.73575 +2650.3098 203.28461 +2651.8596 217.26776 +2653.4092 214.02177 +2654.9587 212.80927 +2656.5083 215.83499 +2658.0579 212.59282 +2659.6074 208.39218 +2661.157 212.4357 +2662.7065 217.53009 +2664.2561 214.35716 +2665.8057 209.39294 +2667.3555 203.46242 +2668.905 212.15567 +2670.4546 209.36243 +2672.0042 207.2076 +2673.5537 215.41107 +2675.1033 203.86722 +2676.6528 207.60715 +2678.2024 210.29015 +2679.752 212.56314 +2681.3018 217.00934 +2682.8513 209.86653 +2684.4009 201.40373 +2685.9504 208.80066 +2687.5 210.77878 +2689.0496 215.00146 +2690.5991 214.03789 +2692.1487 205.49402 +2693.6982 211.09431 +2695.248 222.09619 +2696.7976 216.37453 +2698.3472 219.61288 +2699.8967 216.64128 +2701.4463 210.46732 +2702.9958 203.42244 +2704.5454 204.56779 +2706.095 206.47839 +2707.6445 205.45114 +2709.1943 207.21309 +2710.7439 206.9556 +2712.2935 215.97372 +2713.843 207.9597 +2715.3926 214.70488 +2716.9421 209.83752 +2718.4917 203.94868 +2720.0413 206.78922 +2721.5908 207.46011 +2723.1404 212.30469 +2724.6902 214.20255 +2726.2397 211.96719 +2727.7893 209.83731 +2729.3389 212.72435 +2730.8884 214.89069 +2732.438 212.74525 +2733.9875 210.47856 +2735.5371 208.83148 +2737.0867 216.17058 +2738.6365 212.58586 +2740.186 206.89809 +2741.7356 200.321 +2743.2852 209.65303 +2744.8347 216.42523 +2746.3843 209.31735 +2747.9338 205.84 +2749.4834 206.13206 +2751.033 208.4025 +2752.5828 205.36482 +2754.1323 211.04655 +2755.6819 214.15709 +2757.2314 209.18768 +2758.781 207.06033 +2760.3306 199.63237 +2761.8801 201.66098 +2763.4297 205.71898 +2764.9792 204.38393 +2766.5288 197.30824 +2768.0786 218.96266 +2769.6282 208.81471 +2771.1777 199.9984 +2772.7273 216.83797 +2774.2769 212.15868 +2775.8264 207.20403 +2777.376 208.86198 +2778.9255 221.80399 +2780.4751 224.88551 +2782.0249 218.88454 +2783.5745 217.09111 +2785.124 212.67851 +2786.6736 204.39081 +2788.2231 204.80832 +2789.7727 214.27423 +2791.3223 221.69115 +2792.8718 220.46747 +2794.4214 213.97438 +2795.9712 201.68465 +2797.5208 211.08807 +2799.0703 215.87209 +2800.6199 214.72424 +2802.1694 215.57813 +2803.719 208.53574 +2805.2686 196.92784 +2806.8181 194.65689 +2808.3677 201.12225 +2809.9172 207.80992 +2811.467 212.00362 +2813.0166 215.88147 +2814.5662 218.77394 +2816.1157 215.23666 +2817.6653 206.84659 +2819.2148 206.79388 +2820.7644 210.17134 +2822.314 217.49294 +2823.8635 224.83649 +2825.4133 209.47002 +2826.9629 225.74644 +2828.5125 211.08333 +2830.062 212.88467 +2831.6116 208.19809 +2833.1611 212.62239 +2834.7107 215.43053 +2836.2603 213.09792 +2837.8098 213.59245 +2839.3596 212.29285 +2840.9092 210.51674 +2842.4587 210.39476 +2844.0083 204.23851 +2845.5579 204.2319 +2847.1074 217.5213 +2848.657 210.66159 +2850.2065 216.30959 +2851.7561 216.86668 +2853.3057 207.18393 +2854.8555 205.29785 +2856.405 205.29784 +2857.9546 206.21117 +2859.5042 214.08727 +2861.0537 207.53821 +2862.6033 209.80128 +2864.1528 210.6394 +2865.7024 212.18741 +2867.252 213.94292 +2868.8018 212.46637 +2870.3513 211.42732 +2871.9009 206.18483 +2873.4504 205.24809 +2875 215.18063 +2876.5496 217.47621 +2878.0991 208.32002 +2879.6487 206.28423 +2881.1982 216.22794 +2882.748 202.80136 +2884.2976 206.27916 +2885.8472 213.14391 +2887.3967 211.20001 +2888.9463 208.32925 +2890.4958 205.46223 +2892.0454 213.85832 +2893.595 217.97026 +2895.1445 217.52277 +2896.6943 215.91609 +2898.2439 211.72557 +2899.7935 206.20451 +2901.343 210.68739 +2902.8926 214.71707 +2904.4421 218.59889 +2905.9917 216.28261 +2907.5413 209.18883 +2909.0908 209.44383 +2910.6404 213.57767 +2912.1902 212.03687 +2913.7397 207.59813 +2915.2893 207.00372 +2916.8389 207.59573 +2918.3884 221.67627 +2919.938 213.57668 +2921.4875 202.43156 +2923.0371 213.22832 +2924.5867 212.17679 +2926.1365 224.16925 +2927.686 221.70087 +2929.2356 213.4641 +2930.7852 208.23196 +2932.3347 216.29227 +2933.8843 209.00456 +2935.4338 193.07024 +2936.9834 208.28479 +2938.533 216.343 +2940.0828 218.4749 +2941.6323 217.68011 +2943.1819 218.17001 +2944.7314 214.61079 +2946.281 209.85716 +2947.8306 215.11674 +2949.3801 221.18217 +2950.9297 213.70486 +2952.4792 207.13739 +2954.0288 219.85559 +2955.5786 214.54033 +2957.1282 215.74982 +2958.6777 218.81247 +2960.2273 223.94386 +2961.7769 215.3177 +2963.3264 217.40863 +2964.876 203.39052 +2966.4255 207.25157 +2967.9751 211.77649 +2969.5249 212.45882 +2971.0745 223.08394 +2972.624 219.41634 +2974.1736 208.58797 +2975.7231 222.01959 +2977.2727 223.89931 +2978.8223 221.79417 +2980.3718 214.34866 +2981.9214 216.64024 +2983.4712 213.726 +2985.0208 213.07036 +2986.5703 213.77039 +2988.1199 205.19749 +2989.6694 208.72913 +2991.219 219.72574 +2992.7686 213.68988 +2994.3181 212.02808 +2995.8677 220.1066 +2997.4172 217.68709 +2998.967 219.655 +3000.5166 215.39375 +3002.0662 210.75578 +3003.6157 221.29712 +3005.1653 216.04723 +3006.7148 216.4455 +3008.2644 216.37311 +3009.814 206.36595 +3011.3635 222.24802 +3012.9133 214.30092 +3014.4629 216.92418 +3016.0125 217.94086 +3017.562 221.64687 +3019.1116 209.91208 +3020.6611 219.12302 +3022.2107 208.65358 +3023.7603 211.00499 +3025.3098 225.84256 +3026.8596 229.48328 +3028.4092 223.27823 +3029.9587 213.46141 +3031.5083 217.16542 +3033.0579 214.32478 +3034.6074 214.88586 +3036.157 216.582 +3037.7065 217.55428 +3039.2561 213.13223 +3040.8057 211.18927 +3042.3555 225.26508 +3043.905 228.99405 +3045.4546 219.63896 +3047.0042 218.3322 +3048.5537 213.0751 +3050.1033 213.02002 +3051.6528 218.06546 +3053.2024 224.83339 +3054.752 223.33951 +3056.3018 229.84563 +3057.8513 225.09111 +3059.4009 214.26628 +3060.9504 224.15012 +3062.5 228.07864 +3064.0496 229.72392 +3065.5991 226.86491 +3067.1487 221.70062 +3068.6982 220.13698 +3070.248 224.50478 +3071.7976 224.99168 +3073.3472 219.52521 +3074.8967 202.42754 +3076.4463 215.19817 +3077.9958 231.21407 +3079.5454 216.74185 +3081.095 226.58289 +3082.6445 227.31602 +3084.1943 228.04268 +3085.7439 227.67445 +3087.2935 225.22185 +3088.843 222.13608 +3090.3926 229.33205 +3091.9421 224.84351 +3093.4917 228.25426 +3095.0413 214.48141 +3096.5908 219.32356 +3098.1404 226.80965 +3099.6902 231.84314 +3101.2397 229.64931 +3102.7893 225.96346 +3104.3389 228.90373 +3105.8884 232.69753 +3107.438 228.4554 +3108.9875 225.11972 +3110.5371 231.79398 +3112.0867 235.72948 +3113.6365 232.18755 +3115.186 223.56352 +3116.7356 222.44568 +3118.2852 234.30696 +3119.8347 234.46703 +3121.3843 226.30614 +3122.9338 225.3007 +3124.4834 226.84995 +3126.033 229.19586 +3127.5828 239.03656 +3129.1323 236.99767 +3130.6819 232.26793 +3132.2314 228.99193 +3133.781 227.04095 +3135.3306 232.92091 +3136.8801 239.58887 +3138.4297 236.34465 +3139.9792 237.22685 +3141.5288 232.01558 +3143.0786 244.74768 +3144.6282 243.71886 +3146.1777 237.83649 +3147.7273 237.95425 +3149.2769 232.85271 +3150.8264 239.93304 +3152.376 228.75903 +3153.9255 226.52002 +3155.4751 232.24422 +3157.0249 229.36632 +3158.5745 238.4532 +3160.124 233.75729 +3161.6736 244.57062 +3163.2231 239.00874 +3164.7727 231.1909 +3166.3223 236.35823 +3167.8718 226.60094 +3169.4214 221.78836 +3170.9712 239.4718 +3172.5208 231.20245 +3174.0703 233.51164 +3175.6199 240.70087 +3177.1694 230.09851 +3178.719 231.95592 +3180.2686 244.18584 +3181.8181 241.71312 +3183.3677 244.73824 +3184.9172 237.15875 +3186.467 235.63931 +3188.0166 244.62096 +3189.5662 244.17215 +3191.1157 237.15356 +3192.6653 243.65947 +3194.2148 251.27774 +3195.7644 239.83273 +3197.314 241.39638 +3198.8635 231.30336 +3200.4133 230.86938 +3201.9629 244.43787 +3203.5125 242.30241 +3205.062 235.08922 +3206.6116 233.29785 +3208.1611 240.47787 +3209.7107 253.6931 +3211.2603 246.76057 +3212.8098 241.5489 +3214.3596 246.17784 +3215.9092 240.82285 +3217.4587 242.79955 +3219.0083 230.00441 +3220.5579 233.47243 +3222.1074 248.38786 +3223.657 247.44563 +3225.2065 237.03798 +3226.7561 234.6339 +3228.3057 239.99149 +3229.8555 241.17818 +3231.405 241.52255 +3232.9546 244.70648 +3234.5042 250.8782 +3236.0537 252.75981 +3237.6033 252.91895 +3239.1528 253.60214 +3240.7024 257.53336 +3242.252 252.22041 +3243.8018 250.32674 +3245.3513 248.66243 +3246.9009 247.89716 +3248.4504 251.06323 +3250 237.76935 +3251.5496 239.66432 +3253.0991 249.24387 +3254.6487 247.40219 +3256.1982 249.80212 +3257.748 250.98134 +3259.2976 242.88402 +3260.8472 242.09271 +3262.3967 256.37088 +3263.9463 254.10539 +3265.4958 248.05664 +3267.0454 253.16591 +3268.595 253.64088 +3270.1445 251.73398 +3271.6943 255.31976 +3273.2439 261.16763 +3274.7935 262.80704 +3276.343 263.91214 +3277.8926 262.1987 +3279.4421 254.86752 +3280.9917 244.85089 +3282.5413 250.08101 +3284.0908 251.62012 +3285.6404 253.66014 +3287.1902 259.68658 +3288.7397 249.42097 +3290.2893 247.57816 +3291.8389 254.26465 +3293.3884 255.62558 +3294.938 251.37477 +3296.4875 263.96216 +3298.0371 272.32663 +3299.5867 262.51523 +3301.1365 258.00146 +3302.686 261.34378 +3304.2356 265.68573 +3305.7852 268.3028 +3307.3347 266.26831 +3308.8843 261.28735 +3310.4338 257.66983 +3311.9834 259.90707 +3313.533 269.23831 +3315.0828 271.78415 +3316.6323 265.46121 +3318.1819 268.40424 +3319.7314 264.27747 +3321.281 260.23489 +3322.8306 261.87268 +3324.3801 264.414 +3325.9297 268.59421 +3327.4792 270.42966 +3329.0288 275.44632 +3330.5786 280.20013 +3332.1282 272.99115 +3333.6777 265.58224 +3335.2273 259.36395 +3336.7769 260.79813 +3338.3264 274.50061 +3339.876 263.55328 +3341.4255 264.93311 +3342.9751 274.20322 +3344.5249 274.63824 +3346.0745 277.77838 +3347.624 266.21887 +3349.1736 273.92139 +3350.7231 266.29846 +3352.2727 274.44186 +3353.8223 276.25262 +3355.3718 284.57788 +3356.9214 275.15149 +3358.4712 274.89661 +3360.0208 276.57458 +3361.5703 275.50555 +3363.1199 289.28406 +3364.6694 275.96317 +3366.219 275.16751 +3367.7686 288.68298 +3369.3181 283.53665 +3370.8677 285.15054 +3372.4172 280.27567 +3373.967 290.58337 +3375.5166 285.63953 +3377.0662 296.18088 +3378.6157 284.51666 +3380.1653 290.88007 +3381.7148 266.63214 +3383.2644 277.60678 +3384.814 285.07956 +3386.3635 295.14053 +3387.9133 266.93875 +3389.4629 283.87186 +3391.0125 285.81033 +3392.562 295.09955 +3394.1116 293.0708 +3395.6611 296.74493 +3397.2107 299.14526 +3398.7603 297.52628 +3400.3098 290.38019 +3401.8596 300.8475 +3403.4092 307.50043 +3404.9587 295.10648 +3406.5083 287.39706 +3408.0579 298.05264 +3409.6074 302.85428 +3411.157 299.53293 +3412.7065 299.64728 +3414.2561 297.70334 +3415.8057 302.31628 +3417.3555 310.34943 +3418.905 309.82541 +3420.4546 311.0506 +3422.0042 302.49896 +3423.5537 303.44363 +3425.1033 304.61667 +3426.6528 302.95709 +3428.2024 306.84149 +3429.752 320.25287 +3431.3018 322.7171 +3432.8513 306.43326 +3434.4009 313.66464 +3435.9504 306.17175 +3437.5 308.75528 +3439.0496 318.28265 +3440.5991 319.64679 +3442.1487 324.47147 +3443.6982 324.94507 +3445.248 321.79022 +3446.7976 326.81821 +3448.3472 325.84027 +3449.8967 321.09036 +3451.4463 320.90601 +3452.9958 325.43826 +3454.5454 329.91711 +3456.095 337.03043 +3457.6445 327.43683 +3459.1943 323.56308 +3460.7439 343.37967 +3462.2935 321.36722 +3463.843 333.25446 +3465.3926 333.05347 +3466.9421 340.8511 +3468.4917 350.436 +3470.0413 336.62442 +3471.5908 339.31183 +3473.1404 345.93173 +3474.6902 338.845 +3476.2397 347.01227 +3477.7893 342.93069 +3479.3389 345.18109 +3480.8884 347.50214 +3482.438 340.35544 +3483.9875 346.95187 +3485.5371 349.21765 +3487.0867 342.56378 +3488.6365 342.32388 +3490.186 352.14542 +3491.7356 349.66553 +3493.2852 345.83444 +3494.8347 349.63504 +3496.3843 352.95377 +3497.9338 352.26669 +3499.4834 355.45551 +3501.033 349.66745 +3502.5828 361.38046 +3504.1323 373.28958 +3505.6819 369.15674 +3507.2314 358.91815 +3508.781 357.25269 +3510.3306 375.4866 +3511.8801 370.09143 +3513.4297 373.0556 +3514.9792 382.71124 +3516.5288 359.30609 +3518.0786 367.74179 +3519.6282 388.03958 +3521.1777 371.28772 +3522.7273 384.72333 +3524.2769 380.75177 +3525.8264 380.65497 +3527.376 381.97263 +3528.9255 385.12189 +3530.4751 393.30701 +3532.0249 398.04214 +3533.5745 386.86417 +3535.124 398.98404 +3536.6736 393.58673 +3538.2231 392.6113 +3539.7727 391.65283 +3541.3223 387.02661 +3542.8718 388.21692 +3544.4214 390.51169 +3545.9712 386.2735 +3547.5208 385.83261 +3549.0703 396.16583 +3550.6199 406.92624 +3552.1694 401.57919 +3553.719 409.15186 +3555.2686 410.65741 +3556.8181 400.38205 +3558.3677 396.24915 +3559.9172 387.42178 +3561.467 407.58423 +3563.0166 416.26361 +3564.5662 414.69907 +3566.1157 411.13846 +3567.6653 418.92056 +3569.2148 419.63287 +3570.7644 412.72763 +3572.314 418.05991 +3573.8635 414.33435 +3575.4133 403.47955 +3576.9629 392.03766 +3578.5125 402.41293 +3580.062 408.09937 +3581.6116 414.14542 +3583.1611 415.88104 +3584.7107 410.48718 +3586.2603 407.72864 +3587.8098 402.8125 +3589.3596 406.66956 +3590.9092 410.21771 +3592.4587 395.82474 +3594.0083 389.71365 +3595.5579 389.29785 +3597.1074 385.00964 +3598.657 387.77774 +3600.2065 392.39926 +3601.7561 380.50146 +3603.3057 381.1864 +3604.8555 389.77823 +3606.405 374.18939 +3607.9546 368.73917 +3609.5042 371.74738 +3611.0537 381.97418 +3612.6033 352.53156 +3614.1528 350.39511 +3615.7024 353.02603 +3617.252 353.52277 +3618.8018 350.8028 +3620.3513 347.80261 +3621.9009 341.75702 +3623.4504 333.79449 +3625 327.07642 +3626.5496 321.11646 +3628.0991 328.43182 +3629.6487 323.11835 +3631.1982 312.71216 +3632.748 284.14764 +3634.2976 304.80499 +3635.8472 295.82709 +3637.3967 293.95401 +3638.9463 286.72968 +3640.4958 288.00299 +3642.0454 283.32605 +3643.595 284.1058 +3645.1445 266.26523 +3646.6943 266.21234 +3648.2439 256.16248 +3649.7935 254.938 +3651.343 252.71443 +3652.8926 247.60635 +3654.4421 243.07765 +3655.9917 241.09998 +3657.5413 239.81761 +3659.0908 243.18504 +3660.6404 234.21597 +3662.1902 216.4763 +3663.7397 221.74695 +3665.2893 221.89412 +3666.8389 217.42491 +3668.3884 215.33742 +3669.938 209.1956 +3671.4875 218.31853 +3673.0371 205.6073 +3674.5867 214.65791 +3676.1365 204.36424 +3677.686 202.63667 +3679.2356 198.53018 +3680.7852 203.03477 +3682.3347 205.41809 +3683.8843 197.3389 +3685.4338 194.99129 +3686.9834 199.44598 +3688.533 191.92699 +3690.0828 186.02963 +3691.6323 185.29813 +3693.1819 187.02629 +3694.7314 174.44147 +3696.281 188.57117 +3697.8306 176.41656 +3699.3801 181.31361 +3700.9297 188.87929 +3702.4792 181.35371 +3704.0288 185.00679 +3705.5786 180.06822 +3707.1282 178.35582 +3708.6777 170.70819 +3710.2273 176.55052 +3711.7769 184.03046 +3713.3264 170.29387 +3714.876 165.90335 +3716.4255 166.40575 +3717.9751 163.93633 +3719.5249 174.51793 +3721.0745 180.93326 +3722.624 166.11418 +3724.1736 165.29498 +3725.7231 168.20818 +3727.2727 172.21336 +3728.8223 172.2489 +3730.3718 174.53947 +3731.9214 168.93222 +3733.4712 166.46924 +3735.0208 162.68361 +3736.5703 167.0974 +3738.1199 169.37732 +3739.6694 170.3062 +3741.219 164.61534 +3742.7686 159.21004 +3744.3181 165.58481 +3745.8677 176.18715 +3747.4172 169.55423 +3748.967 161.65681 +3750.5166 164.90891 +3752.0662 157.57515 +3753.6157 158.09067 +3755.1653 157.44412 +3756.7148 164.82753 +3758.2644 158.46925 +3759.814 156.9108 +3761.3635 163.47511 +3762.9133 156.35335 +3764.4629 166.21773 +3766.0125 165.4556 +3767.562 158.41315 +3769.1116 166.46487 +3770.6611 165.12798 +3772.2107 158.90129 +3773.7603 163.79384 +3775.3098 164.86842 +3776.8596 151.96841 +3778.4092 166.24078 +3779.9587 166.14719 +3781.5083 157.65071 +3783.0579 148.65526 +3784.6074 153.20068 +3786.157 160.95573 +3787.7065 159.87762 +3789.2561 158.43498 +3790.8057 154.59656 +3792.3555 158.19643 +3793.905 162.72867 +3795.4546 166.42982 +3797.0042 153.80188 +3798.5537 169.57648 +3800.1033 156.06871 +3801.6528 154.08444 +3803.2024 154.8085 +3804.752 158.30911 +3806.3018 164.56467 +3807.8513 162.82997 +3809.4009 161.45589 +3810.9504 158.444 +3812.5 157.29231 +3814.0496 156.68976 +3815.5991 154.64648 +3817.1487 162.09352 +3818.6982 144.55063 +3820.248 157.81822 +3821.7976 159.78513 +3823.3472 157.70819 +3824.8967 158.72604 +3826.4463 155.18552 +3827.9958 149.57091 +3829.5454 149.73325 +3831.095 162.18098 +3832.6445 162.01978 +3834.1943 157.94698 +3835.7439 157.59479 +3837.2935 156.7836 +3838.843 145.92285 +3840.3926 158.32619 +3841.9421 155.88695 +3843.4917 158.92859 +3845.0413 156.65794 +3846.5908 151.59604 +3848.1404 158.1553 +3849.6902 155.59833 +3851.2397 152.05495 +3852.7893 151.26524 +3854.3389 151.30191 +3855.8884 156.33936 +3857.438 155.8768 +3858.9875 160.14642 +3860.5371 149.13535 +3862.0867 140.52921 +3863.6365 160.88536 +3865.186 155.46355 +3866.7356 156.64914 +3868.2852 147.76849 +3869.8347 153.91739 +3871.3843 152.43352 +3872.9338 148.18721 +3874.4834 150.9124 +3876.033 150.71732 +3877.5828 147.81772 +3879.1323 148.34622 +3880.6819 148.97705 +3882.2314 158.38074 +3883.781 160.78084 +3885.3306 158.19794 +3886.8801 154.31241 +3888.4297 152.4028 +3889.9792 149.8718 +3891.5288 153.1293 +3893.0786 155.02997 +3894.6282 147.79727 +3896.1777 149.99815 +3897.7273 156.95673 +3899.2769 155.23598 +3900.8264 152.29149 +3902.376 150.97244 +3903.9255 154.19368 +3905.4751 147.10852 +3907.0249 150.0896 +3908.5745 143.08363 +3910.124 147.27333 +3911.6736 145.60254 +3913.2231 151.81503 +3914.7727 156.34192 +3916.3223 155.1311 +3917.8718 149.74059 +3919.4214 154.93443 +3920.9712 145.68655 +3922.5208 149.73251 +3924.0703 150.66737 +3925.6199 150.36888 +3927.1694 150.71808 +3928.719 150.73944 +3930.2686 145.21648 +3931.8181 151.99963 +3933.3677 154.54877 +3934.9172 157.72829 +3936.467 151.80742 +3938.0166 151.92493 +3939.5662 140.0388 +3941.1157 146.56451 +3942.6653 148.82698 +3944.2148 151.90741 +3945.7644 143.7813 +3947.314 151.84628 +3948.8635 151.42464 +3950.4133 149.57426 +3951.9629 156.71327 +3953.5125 148.71216 +3955.062 145.73232 +3956.6116 157.56042 +3958.1611 148.44958 +3959.7107 145.11174 +3961.2603 150.29787 +3962.8098 149.35773 +3964.3596 145.49176 +3965.9092 148.52174 +3967.4587 155.17256 +3969.0083 152.1501 +3970.5579 151.48705 +3972.1074 157.00212 +3973.657 143.42136 +3975.2065 153.32312 +3976.7561 156.61337 +3978.3057 152.65402 +3979.8555 149.62883 +3981.405 150.29785 +3982.9546 146.26648 +3984.5042 144.29785 +3986.0537 153.07121 +3987.6033 157.36465 +3989.1528 148.5894 +3990.7024 149.89598 +3992.252 147.69164 +3993.8018 151.53831 +3995.3513 153.92244 +3996.9009 151.80798 +3998.4504 155.4201 +4000 154.72311 diff --git a/examples/rameau_example/raw/Som-16-28.txt b/examples/rameau_example/raw/Som-16-28.txt new file mode 100644 index 0000000..18397fa --- /dev/null +++ b/examples/rameau_example/raw/Som-16-28.txt @@ -0,0 +1,1929 @@ +100 839.60999 +101.98123 944.38202 +103.96246 1040.7596 +105.9437 1114.4141 +107.92492 1173.3542 +109.90615 1240.377 +111.88738 1306.0714 +113.86861 1339.6705 +115.84985 1379.1594 +117.83108 1366.4532 +119.8123 1395.8624 +121.79353 1397.3336 +123.77477 1405.2303 +125.756 1428.6858 +127.73723 1421.7571 +129.71846 1394.4489 +131.69969 1419.8912 +133.68092 1412.0214 +135.66216 1382.5421 +137.64337 1422.7294 +139.6246 1411.0084 +141.60583 1405.6628 +143.58707 1399.8872 +145.5683 1390.4907 +147.54953 1381.4303 +149.53076 1375.7582 +151.51199 1368.1665 +153.49323 1348.5983 +155.47446 1328.6832 +157.45569 1355.9531 +159.43692 1323.6228 +161.41814 1329.9103 +163.39937 1322.3561 +165.3806 1325.2606 +167.36183 1306.0447 +169.34306 1295.7515 +171.3243 1309.2249 +173.30553 1307.28 +175.28676 1293.9261 +177.26799 1296.3843 +179.24922 1290.4299 +181.23045 1301.8257 +183.21169 1278.8837 +185.19292 1272.7717 +187.17413 1273.5933 +189.15536 1267.9115 +191.1366 1259.615 +193.11783 1256.8508 +195.09906 1255.8228 +197.08029 1246.9159 +199.06152 1232.9872 +201.04276 1212.354 +203.02399 1214.8713 +205.00522 1200.1555 +206.98645 1208.1279 +208.96768 1204.9119 +210.9489 1195.6982 +212.93013 1193.5315 +214.91136 1201.0167 +216.89259 1187.4131 +218.87383 1155.4093 +220.85506 1175.3131 +222.83629 1188.6315 +224.81752 1184.9828 +226.79875 1167.5833 +228.77998 1167.7283 +230.76122 1190.9402 +232.74245 1186.5166 +234.72366 1189.3156 +236.7049 1178.4753 +238.68613 1161.7163 +240.66736 1151.1173 +242.64859 1132.8868 +244.62982 1132.6169 +246.61105 1136.6262 +248.59229 1142.3383 +250.57352 1131.7823 +252.55475 1143.6495 +254.53598 1159.8026 +256.51721 1114.0299 +258.49844 1111.0029 +260.47968 1118.8281 +262.46091 1106.265 +264.44214 1102.6782 +266.42337 1113.1896 +268.4046 1110.4949 +270.38583 1108.0295 +272.36703 1107.293 +274.34827 1085.8954 +276.3295 1084.1183 +278.31073 1081.7885 +280.29196 1084.6815 +282.27319 1082.705 +284.25443 1091.6072 +286.23566 1092.285 +288.21689 1081.7994 +290.19812 1078.3278 +292.17935 1075.6155 +294.16058 1063.9333 +296.14182 1053.3197 +298.12305 1091.418 +300.10428 1048.0643 +302.08551 1066.5978 +304.06674 1050.557 +306.04797 1044.5344 +308.02921 1044.4835 +310.01044 1038.1682 +311.99167 1033.5957 +313.9729 1028.1962 +315.95413 1034.3689 +317.93536 1052.3744 +319.91656 1016.2323 +321.8978 1030.7202 +323.87903 1035.343 +325.86026 1047.8274 +327.84149 1018.7454 +329.82272 1016.5018 +331.80396 1023.6253 +333.78519 1004.1213 +335.76642 999.31561 +337.74765 994.73352 +339.72888 998.48163 +341.71011 1006.5009 +343.69135 992.3924 +345.67258 995.42395 +347.65381 983.04144 +349.63504 1010.8813 +351.61627 978.65106 +353.5975 974.57593 +355.57874 976.78571 +357.55997 949.31573 +359.5412 971.06891 +361.52243 988.84344 +363.50366 975.81653 +365.48489 965.51349 +367.46613 971.48718 +369.44733 981.27667 +371.42856 986.30243 +373.40979 975.69043 +375.39102 978.10992 +377.37225 1000.6772 +379.35349 996.14343 +381.33472 989.06165 +383.31595 955.71649 +385.29718 994.06976 +387.27841 973.81842 +389.25964 959.94458 +391.24088 968.61224 +393.22211 965.96765 +395.20334 960.10669 +397.18457 971.5094 +399.1658 987.22534 +401.14703 993.99268 +403.12827 991.73486 +405.1095 989.43378 +407.09073 996.65979 +409.07196 1003.6572 +411.05319 1006.139 +413.03442 998.84955 +415.01566 996.50433 +416.99686 1002.0562 +418.97809 1003.7857 +420.95932 990.71722 +422.94055 981.62628 +424.92178 992.74585 +426.90302 1004.9238 +428.88425 1003.9714 +430.86548 1004.5793 +432.84671 1001.0251 +434.82794 1021.2551 +436.80917 1014.5659 +438.79041 1013.5145 +440.77164 1025.2625 +442.75287 1020.229 +444.7341 1038.3346 +446.71533 992.55933 +448.69656 1018.7188 +450.6778 1040.2745 +452.65903 1033.5599 +454.64026 1044.6411 +456.62149 1052.1451 +458.60272 1028.7697 +460.58395 1015.95 +462.56519 1024.7645 +464.54642 1023.2967 +466.52762 1017.8378 +468.50885 1017.3881 +470.49008 1035.2338 +472.47131 1029.0256 +474.45255 1052.1563 +476.43378 1059.3868 +478.41501 1050.7712 +480.39624 1044.0853 +482.37747 1045.3041 +484.3587 1051.7213 +486.33994 1049.2684 +488.32117 1047.524 +490.3024 1056.7773 +492.28363 1054.9283 +494.26486 1033.7665 +496.24609 1027.1079 +498.22733 1050.7115 +500.20856 1062.1804 +502.18979 1044.7124 +504.17102 1025.9769 +506.15225 1056.1462 +508.13348 1025.3071 +510.11472 1025.1023 +512.09595 1034.6804 +514.07715 1029.0454 +516.05841 1036.4827 +518.03961 1037.4545 +520.02087 1018.2266 +522.00208 1013.0577 +523.98334 1018.2453 +525.96454 1014.1725 +527.9458 1022.1904 +529.927 1023.7867 +531.90826 1011.5217 +533.88947 1002.5159 +535.87073 974.21637 +537.85193 1009.6708 +539.83313 995.72186 +541.81439 992.2804 +543.79559 1001.3537 +545.77686 985.15796 +547.75806 1007.6666 +549.73932 1004.009 +551.72052 989.98425 +553.70178 990.1377 +555.68298 988.50366 +557.66425 990.5155 +559.64545 996.41797 +561.62671 989.38013 +563.60791 972.14331 +565.58917 960.86719 +567.57037 972.51501 +569.55164 977.76251 +571.53284 963.36499 +573.5141 944.34491 +575.4953 950.10217 +577.47656 944.06152 +579.45776 939.2749 +581.43903 932.22943 +583.42023 917.28973 +585.40149 923.59998 +587.38269 913.03766 +589.36389 896.0329 +591.34515 891.72479 +593.32635 891.47687 +595.30762 885.11768 +597.28882 871.26556 +599.27008 847.71576 +601.25128 833.84662 +603.23254 827.67932 +605.21375 806.47791 +607.19501 814.90735 +609.17621 785.24561 +611.15747 770.63068 +613.13867 780.32153 +615.11993 777.03644 +617.10114 770.00171 +619.0824 756.88831 +621.0636 722.69733 +623.04486 728.3949 +625.02606 732.62018 +627.00732 733.73309 +628.98853 720.50006 +630.96979 726.13763 +632.95099 715.26416 +634.93225 702.54547 +636.91345 699.99152 +638.89465 706.5412 +640.87592 712.39703 +642.85712 710.9704 +644.83838 706.30188 +646.81958 699.77069 +648.80084 701.81714 +650.78204 702.30292 +652.76331 694.67926 +654.74451 691.62506 +656.72577 705.64044 +658.70697 703.25616 +660.68823 697.41901 +662.66943 676.6886 +664.6507 698.73474 +666.6319 697.55634 +668.61316 682.84613 +670.59436 703.83276 +672.57562 707.89893 +674.55682 701.93561 +676.53809 691.95355 +678.51929 686.9939 +680.50055 689.67371 +682.48175 704.16547 +684.46301 697.85541 +686.44421 688.2774 +688.42542 691.53375 +690.40668 685.37762 +692.38788 684.19916 +694.36914 691.67188 +696.35034 691.05493 +698.3316 688.20428 +700.31281 662.86414 +702.29407 669.95184 +704.27527 680.64618 +706.25653 670.70917 +708.23773 650.94574 +710.21899 659.42523 +712.2002 666.04639 +714.18146 681.82953 +716.16266 654.82129 +718.14392 662.24225 +720.12512 653.31146 +722.10638 634.0484 +724.08759 638.53992 +726.06885 643.14825 +728.05005 634.26599 +730.03131 629.53967 +732.01251 637.48999 +733.99371 627.40942 +735.97498 620.33563 +737.95618 616.86169 +739.93744 603.48993 +741.91864 598.42645 +743.8999 599.14545 +745.8811 596.6214 +747.86237 595.04803 +749.84357 589.7251 +751.82483 588.24725 +753.80603 573.51367 +755.78729 581.18933 +757.76849 579.84583 +759.74976 572.59497 +761.73096 561.68457 +763.71222 570.72009 +765.69342 558.54053 +767.67468 548.3609 +769.65588 573.17303 +771.63715 556.22308 +773.61835 547.44995 +775.59961 534.54596 +777.58081 539.35992 +779.56207 535.29913 +781.54327 533.25818 +783.52448 529.47516 +785.50574 523.03217 +787.48694 522.69061 +789.4682 520.0343 +791.4494 520.12531 +793.43066 509.02197 +795.41187 505.43759 +797.39313 508.94775 +799.37433 505.11038 +801.35559 508.90015 +803.33679 520.07678 +805.31805 516.71771 +807.29926 509.16769 +809.28052 512.71674 +811.26172 515.63507 +813.24298 510.94785 +815.22418 505.35699 +817.20544 505.85159 +819.18665 502.32678 +821.16791 517.80066 +823.14911 525.58777 +825.13037 529.0813 +827.11157 529.06793 +829.09283 528.09387 +831.07404 544.32263 +833.05524 546.70447 +835.0365 563.43439 +837.0177 566.63538 +838.99896 555.87366 +840.98016 578.99799 +842.96143 578.25952 +844.94263 600.81384 +846.92389 602.9234 +848.90509 605.03778 +850.88635 629.80981 +852.86755 627.17377 +854.84882 619.32074 +856.83002 645.7934 +858.81128 665.52069 +860.79248 666.86902 +862.77374 671.50098 +864.75494 688.2995 +866.73621 695.651 +868.71741 700.2417 +870.69867 692.16943 +872.67987 714.44 +874.66113 728.04486 +876.64233 720.59692 +878.6236 726.16833 +880.6048 736.62653 +882.586 737.75049 +884.56726 754.53534 +886.54846 761.46411 +888.52972 756.19849 +890.51093 779.41187 +892.49219 802.80792 +894.47339 797.72565 +896.45465 801.01575 +898.43585 800.33844 +900.41711 781.39221 +902.39832 806.70807 +904.37958 828.01019 +906.36078 838.7049 +908.34204 841.02802 +910.32324 846.20148 +912.3045 829.51489 +914.28571 827.91577 +916.26697 842.15979 +918.24817 838.56342 +920.22943 846.91333 +922.21063 836.63867 +924.19189 851.82928 +926.1731 851.71674 +928.15436 832.89215 +930.13556 855.70551 +932.11676 830.01697 +934.09802 845.79291 +936.07922 865.22565 +938.06049 848.54181 +940.04169 852.98615 +942.02295 864.66479 +944.00415 870.0249 +945.98541 859.7962 +947.96661 855.93915 +949.94788 863.34619 +951.92908 836.71442 +953.91034 848.86108 +955.89154 840.61896 +957.8728 839.29651 +959.854 831.53418 +961.83527 839.53064 +963.81647 857.45856 +965.79773 851.80414 +967.77893 873.59869 +969.76019 850.45074 +971.74139 855.13232 +973.72266 840.49609 +975.70386 846.67651 +977.68506 840.69037 +979.66632 837.5835 +981.64752 819.211 +983.62878 825.07953 +985.60999 815.24579 +987.59125 816.01544 +989.57245 814.35071 +991.55371 806.44684 +993.53491 817.05988 +995.51617 801.69086 +997.49738 791.578 +999.47864 778.43329 +1001.4598 794.18634 +1003.4411 791.57153 +1005.4223 777.23627 +1007.4036 763.88892 +1009.3848 748.87408 +1011.366 764.41516 +1013.3472 746.59393 +1015.3285 753.34686 +1017.3097 748.23212 +1019.291 721.11084 +1021.2722 726.21954 +1023.2534 722.29987 +1025.2346 713.78845 +1027.2158 719.94965 +1029.197 712.2771 +1031.1783 701.10303 +1033.1595 693.83209 +1035.1407 690.89154 +1037.1219 664.5249 +1039.1033 651.43353 +1041.0845 658.37189 +1043.0657 651.19501 +1045.0469 662.17004 +1047.0282 653.18384 +1049.0094 640.07898 +1050.9906 627.30975 +1052.9718 610.38708 +1054.9531 613.9845 +1056.9343 596.58978 +1058.9155 579.77124 +1060.8967 573.92511 +1062.8781 586.4184 +1064.8593 590.03577 +1066.8405 565.78741 +1068.8217 552.48883 +1070.803 552.85822 +1072.7842 548.86035 +1074.7654 536.73517 +1076.7466 521.94238 +1078.7278 505.58041 +1080.7091 502.19501 +1082.6903 496.18414 +1084.6715 487.51306 +1086.6527 476.36664 +1088.634 461.77759 +1090.6152 463.14746 +1092.5964 453.3779 +1094.5776 448.33041 +1096.559 447.02368 +1098.5402 445.48611 +1100.5214 435.8364 +1102.5026 427.47681 +1104.4839 426.60657 +1106.4651 412.14093 +1108.4463 407.45032 +1110.4275 404.41391 +1112.4088 400.41696 +1114.39 395.85071 +1116.3712 382.77298 +1118.3524 380.27057 +1120.3337 373.81088 +1122.3149 366.09286 +1124.2961 371.48825 +1126.2773 358.34528 +1128.2585 352.73734 +1130.2399 346.07596 +1132.2211 353.64435 +1134.2023 350.77045 +1136.1835 346.76807 +1138.1648 345.97308 +1140.146 339.48529 +1142.1272 336.80524 +1144.1084 331.44244 +1146.0897 324.72791 +1148.0709 321.57904 +1150.0521 321.32736 +1152.0333 319.66476 +1154.0146 312.75134 +1155.9958 319.14783 +1157.9771 303.65005 +1159.9583 309.99261 +1161.9396 306.35687 +1163.9208 307.95889 +1165.902 308.38037 +1167.8832 295.37341 +1169.8645 290.60922 +1171.8457 296.90906 +1173.8269 280.95218 +1175.8081 286.5484 +1177.7893 279.62872 +1179.7706 267.84726 +1181.7518 288.74255 +1183.733 283.29678 +1185.7142 263.15652 +1187.6956 269.86945 +1189.6768 275.77826 +1191.658 267.50168 +1193.6392 277.62717 +1195.6205 271.77164 +1197.6017 280.13068 +1199.5829 262.71237 +1201.5641 266.28345 +1203.5454 249.55591 +1205.5266 258.15311 +1207.5078 266.04309 +1209.489 271.26636 +1211.4703 252.48766 +1213.4515 260.72104 +1215.4327 268.40356 +1217.4139 261.487 +1219.3953 257.94202 +1221.3765 253.83456 +1223.3577 257.1832 +1225.3389 254.49158 +1227.3201 254.86008 +1229.3014 253.49655 +1231.2826 249.33112 +1233.2638 243.89134 +1235.245 246.62407 +1237.2263 253.3504 +1239.2075 253.80981 +1241.1887 247.09474 +1243.1699 247.7836 +1245.1512 261.54886 +1247.1324 259.63141 +1249.1136 249.62402 +1251.0948 253.91461 +1253.0762 251.8535 +1255.0574 245.46576 +1257.0386 249.183 +1259.0198 244.14728 +1261.0011 245.13879 +1262.9823 247.82332 +1264.9635 247.38037 +1266.9447 239.99403 +1268.926 245.12471 +1270.9072 257.84143 +1272.8884 245.34708 +1274.8696 242.83636 +1276.8508 242.5224 +1278.8322 247.4785 +1280.8134 252.52069 +1282.7946 252.49521 +1284.7758 231.78102 +1286.7571 235.53209 +1288.7383 242.46092 +1290.7195 252.50035 +1292.7007 237.59221 +1294.682 249.36128 +1296.6632 247.65915 +1298.6444 248.07855 +1300.6256 239.17387 +1302.6069 235.81013 +1304.5881 244.37247 +1306.5693 228.66141 +1308.5505 241.07768 +1310.5319 241.95421 +1312.5131 244.0715 +1314.4943 238.54634 +1316.4755 240.43832 +1318.4567 244.52394 +1320.438 246.00717 +1322.4192 244.59514 +1324.4004 241.88039 +1326.3816 241.98575 +1328.3629 243.5632 +1330.3441 238.87511 +1332.3253 240.01947 +1334.3065 238.96034 +1336.2878 238.18561 +1338.269 244.81902 +1340.2502 245.05852 +1342.2314 236.96783 +1344.2128 241.16638 +1346.194 246.62663 +1348.1752 245.00592 +1350.1564 244.54265 +1352.1377 248.61266 +1354.1189 248.54843 +1356.1001 247.49916 +1358.0813 236.65207 +1360.0626 231.48814 +1362.0438 241.38435 +1364.025 236.61238 +1366.0062 235.41591 +1367.9874 236.71954 +1369.9688 241.60408 +1371.95 234.99983 +1373.9312 244.82315 +1375.9124 238.04686 +1377.8937 241.56453 +1379.8749 239.86493 +1381.8561 240.87991 +1383.8373 237.16913 +1385.8186 238.86476 +1387.7998 241.45486 +1389.781 244.2946 +1391.7622 241.49042 +1393.7435 245.26404 +1395.7247 251.44125 +1397.7059 245.79594 +1399.6871 240.16791 +1401.6685 238.20769 +1403.6497 242.95714 +1405.6309 247.496 +1407.6121 243.0062 +1409.5934 246.28537 +1411.5746 242.69519 +1413.5558 244.87115 +1415.537 238.17206 +1417.5182 249.57674 +1419.4995 251.36185 +1421.4807 247.55878 +1423.4619 245.30605 +1425.4431 236.76036 +1427.4244 241.16545 +1429.4056 242.3161 +1431.3868 236.28722 +1433.368 245.57805 +1435.3494 242.67241 +1437.3306 242.07111 +1439.3118 244.84753 +1441.293 233.83119 +1443.2743 230.64378 +1445.2555 242.34004 +1447.2367 243.88036 +1449.2179 243.64813 +1451.1992 242.67912 +1453.1804 241.54799 +1455.1616 244.29616 +1457.1428 241.86484 +1459.1241 249.11804 +1461.1053 249.14587 +1463.0865 251.15842 +1465.0677 246.36406 +1467.049 244.38284 +1469.0303 238.28566 +1471.0115 241.21696 +1472.9927 236.23975 +1474.9739 248.073 +1476.9552 240.63934 +1478.9364 236.4146 +1480.9176 242.26253 +1482.8988 241.59547 +1484.8801 230.29044 +1486.8613 238.70761 +1488.8425 237.24788 +1490.8237 233.97154 +1492.8051 236.26642 +1494.7863 237.04678 +1496.7675 229.67216 +1498.7487 237.58241 +1500.73 252.71533 +1502.7112 237.09117 +1504.6924 235.87868 +1506.6736 240.87955 +1508.6549 241.49385 +1510.6361 235.89249 +1512.6173 236.98744 +1514.5985 242.71365 +1516.5797 229.98886 +1518.561 234.51556 +1520.5422 236.63037 +1522.5234 235.90916 +1524.5046 227.29774 +1526.486 227.91243 +1528.4672 242.05434 +1530.4484 246.13957 +1532.4296 244.19217 +1534.4109 238.79485 +1536.3921 229.77518 +1538.3733 227.24316 +1540.3545 229.60774 +1542.3358 234.98351 +1544.317 234.98665 +1546.2982 228.48242 +1548.2794 237.37508 +1550.2607 216.40201 +1552.2419 237.56143 +1554.2231 227.31151 +1556.2043 230.23285 +1558.1857 228.55608 +1560.1669 232.65511 +1562.1481 231.20473 +1564.1293 226.83688 +1566.1105 224.35469 +1568.0918 220.96155 +1570.073 223.00684 +1572.0542 226.7218 +1574.0354 226.30547 +1576.0167 232.59467 +1577.9979 230.73497 +1579.9791 232.31114 +1581.9603 222.248 +1583.9417 213.25089 +1585.9229 226.92357 +1587.9041 227.22797 +1589.8853 224.65977 +1591.8666 225.86708 +1593.8478 224.47337 +1595.829 222.59679 +1597.8102 216.55623 +1599.7915 226.92159 +1601.7727 220.77994 +1603.7539 221.1403 +1605.7351 224.35847 +1607.7164 217.69316 +1609.6976 228.47952 +1611.6788 213.11118 +1613.66 225.41496 +1615.6412 216.75974 +1617.6226 233.25121 +1619.6038 224.92812 +1621.585 228.31226 +1623.5662 225.95129 +1625.5475 223.81604 +1627.5287 221.19594 +1629.5099 220.57582 +1631.4911 229.3889 +1633.4724 226.14561 +1635.4536 223.4053 +1637.4348 221.04495 +1639.416 222.19212 +1641.3973 226.66226 +1643.3785 228.63445 +1645.3597 225.60512 +1647.3409 216.5488 +1649.3223 231.19586 +1651.3035 225.64583 +1653.2847 227.96141 +1655.2659 226.78093 +1657.2472 225.99339 +1659.2284 228.8158 +1661.2096 230.85693 +1663.1908 226.34238 +1665.172 219.27652 +1667.1533 225.62389 +1669.1345 222.4113 +1671.1157 215.91801 +1673.0969 211.37817 +1675.0782 212.9836 +1677.0594 223.0648 +1679.0406 226.33246 +1681.0219 223.84663 +1683.0032 213.94777 +1684.9844 217.21376 +1686.9656 219.92041 +1688.9468 223.00975 +1690.9281 217.90459 +1692.9093 216.31332 +1694.8905 214.42976 +1696.8717 208.1091 +1698.853 206.63246 +1700.8342 218.67578 +1702.8154 211.00749 +1704.7966 213.07437 +1706.778 214.11928 +1708.7592 205.87988 +1710.7404 219.12558 +1712.7216 209.8013 +1714.7028 206.25551 +1716.6841 205.97931 +1718.6653 208.76134 +1720.6465 208.7614 +1722.6277 211.54617 +1724.609 209.81572 +1726.5902 216.70915 +1728.5714 210.91479 +1730.5526 209.58899 +1732.5339 216.02208 +1734.5151 212.82005 +1736.4963 202.0612 +1738.4775 214.68317 +1740.4589 212.74974 +1742.4401 203.84601 +1744.4213 211.7554 +1746.4025 208.27492 +1748.3838 212.37746 +1750.365 202.44295 +1752.3462 204.87422 +1754.3274 208.18054 +1756.3087 192.0687 +1758.2899 208.58017 +1760.2711 202.77173 +1762.2523 205.58197 +1764.2335 208.70952 +1766.2148 204.96182 +1768.196 202.46515 +1770.1772 205.74773 +1772.1584 200.89238 +1774.1398 201.29092 +1776.121 199.04884 +1778.1022 202.21773 +1780.0834 195.66969 +1782.0647 184.8353 +1784.0459 179.62593 +1786.0271 200.52399 +1788.0083 197.47609 +1789.9896 207.50069 +1791.9708 206.80223 +1793.952 200.58406 +1795.9332 199.55115 +1797.9146 208.61824 +1799.8958 210.78444 +1801.877 193.74646 +1803.8582 201.2507 +1805.8394 208.74806 +1807.8207 197.88968 +1809.8019 198.12306 +1811.7831 194.79996 +1813.7643 190.87714 +1815.7456 193.32581 +1817.7268 198.78069 +1819.708 197.61017 +1821.6892 201.7644 +1823.6705 200.27019 +1825.6517 198.64751 +1827.6329 190.15935 +1829.6141 199.80986 +1831.5955 182.01138 +1833.5767 196.46931 +1835.5579 195.64687 +1837.5391 198.06656 +1839.5204 190.02455 +1841.5016 195.21617 +1843.4828 191.80948 +1845.464 190.20432 +1847.4453 195.38651 +1849.4265 191.672 +1851.4077 187.12688 +1853.3889 195.01093 +1855.3701 185.00836 +1857.3514 185.03638 +1859.3326 194.5329 +1861.3138 190.4619 +1863.295 194.39966 +1865.2764 196.70357 +1867.2576 188.20612 +1869.2388 197.71153 +1871.22 196.21753 +1873.2013 186.94357 +1875.1825 187.28122 +1877.1637 192.80495 +1879.1449 192.89275 +1881.1262 187.68692 +1883.1074 186.62741 +1885.0886 186.32341 +1887.0698 189.44795 +1889.0511 183.40602 +1891.0323 190.13237 +1893.0135 193.13881 +1894.9948 182.24655 +1896.9761 194.46924 +1898.9573 187.47493 +1900.9385 185.60011 +1902.9197 189.1534 +1904.9009 187.19231 +1906.8822 191.41724 +1908.8634 191.48624 +1910.8446 194.38985 +1912.8258 196.09906 +1914.8071 186.36037 +1916.7883 195.98605 +1918.7695 184.07048 +1920.7507 191.60066 +1922.7321 185.9024 +1924.7133 191.40118 +1926.6945 193.56244 +1928.6757 198.02213 +1930.657 192.05354 +1932.6382 194.48857 +1934.6194 184.14343 +1936.6006 182.03763 +1938.5819 190.88512 +1940.5631 194.4442 +1942.5443 191.08795 +1944.5255 192.24783 +1946.5068 193.33911 +1948.488 198.86992 +1950.4692 186.78979 +1952.4504 188.72145 +1954.4316 185.47762 +1956.413 186.60017 +1958.3942 193.10503 +1960.3754 174.85039 +1962.3566 195.02675 +1964.3379 194.71172 +1966.3191 189.44824 +1968.3003 183.66156 +1970.2815 184.03526 +1972.2628 198.30734 +1974.244 191.53624 +1976.2252 183.63626 +1978.2064 188.58012 +1980.1877 185.78473 +1982.1689 180.36624 +1984.1501 178.40347 +1986.1313 183.65825 +1988.1127 188.56029 +1990.0939 189.96422 +1992.0751 184.84442 +1994.0563 185.42252 +1996.0376 190.81406 +1998.0188 188.98558 +2000 190.02933 +2500 168.69516 +2501.5496 166.6933 +2503.0991 170.3439 +2504.6487 172.0303 +2506.1982 167.68832 +2507.748 160.04817 +2509.2976 171.74878 +2510.8472 163.37714 +2512.3967 159.9814 +2513.9463 168.3723 +2515.4958 163.46497 +2517.0454 161.5032 +2518.595 170.49825 +2520.1445 168.52615 +2521.6943 164.30559 +2523.2439 177.12465 +2524.7935 168.82867 +2526.343 168.60765 +2527.8926 174.42447 +2529.4421 165.72246 +2530.9917 172.01385 +2532.5413 174.48653 +2534.0908 168.11783 +2535.6404 164.94049 +2537.1902 171.26717 +2538.7397 175.71869 +2540.2893 170.60086 +2541.8389 167.93369 +2543.3884 177.07637 +2544.938 179.59532 +2546.4875 170.84721 +2548.0371 170.85214 +2549.5867 175.51045 +2551.1365 176.08519 +2552.686 166.42152 +2554.2356 167.4342 +2555.7852 170.92273 +2557.3347 170.91461 +2558.8843 170.40668 +2560.4338 170.89 +2561.9834 172.78329 +2563.533 165.50821 +2565.0828 172.67059 +2566.6323 164.70255 +2568.1819 167.11987 +2569.7314 168.703 +2571.281 170.80067 +2572.8306 166.27693 +2574.3801 167.36086 +2575.9297 171.22281 +2577.4792 171.93835 +2579.0288 173.19823 +2580.5786 171.57208 +2582.1282 158.842 +2583.6777 163.45265 +2585.2273 167.92426 +2586.7769 161.46735 +2588.3264 161.86198 +2589.876 167.33514 +2591.4255 170.00742 +2592.9751 165.19913 +2594.5249 165.47838 +2596.0745 168.18921 +2597.624 167.60921 +2599.1736 166.84132 +2600.7231 167.06412 +2602.2727 167.55815 +2603.8223 162.09804 +2605.3718 173.34717 +2606.9214 173.34715 +2608.4712 172.18605 +2610.0208 174.24406 +2611.5703 166.67468 +2613.1199 171.92635 +2614.6694 171.80045 +2616.219 164.93272 +2617.7686 164.52696 +2619.3181 167.89424 +2620.8677 165.16161 +2622.4172 161.52002 +2623.967 167.19099 +2625.5166 161.33557 +2627.0662 168.60144 +2628.6157 168.39948 +2630.1653 168.34717 +2631.7148 169.58562 +2633.2644 167.63225 +2634.814 160.15964 +2636.3635 160.17215 +2637.9133 168.66927 +2639.4629 172.41304 +2641.0125 166.87688 +2642.562 163.20056 +2644.1116 168.21684 +2645.6611 167.14655 +2647.2107 169.88007 +2648.7603 170.95573 +2650.3098 163.91132 +2651.8596 168.71147 +2653.4092 167.65388 +2654.9587 167.62775 +2656.5083 172.13481 +2658.0579 170.04712 +2659.6074 166.84711 +2661.157 165.25142 +2662.7065 163.70499 +2664.2561 171.25252 +2665.8057 174.28906 +2667.3555 163.56924 +2668.905 167.46803 +2670.4546 160.01942 +2672.0042 165.30511 +2673.5537 172.70909 +2675.1033 171.95169 +2676.6528 164.76709 +2678.2024 171.46309 +2679.752 171.81189 +2681.3018 176.70088 +2682.8513 173.91653 +2684.4009 165.60197 +2685.9504 169.0753 +2687.5 152.24303 +2689.0496 159.14212 +2690.5991 166.6351 +2692.1487 182.31306 +2693.6982 166.91229 +2695.248 155.24315 +2696.7976 161.51613 +2698.3472 166.34315 +2699.8967 168.05011 +2701.4463 170.58099 +2702.9958 172.70804 +2704.5454 170.04872 +2706.095 172.66595 +2707.6445 173.20807 +2709.1943 163.2592 +2710.7439 165.96602 +2712.2935 169.16281 +2713.843 181.98773 +2715.3926 168.27103 +2716.9421 167.01523 +2718.4917 164.5365 +2720.0413 165.78329 +2721.5908 151.55783 +2723.1404 165.26312 +2724.6902 172.12907 +2726.2397 170.56396 +2727.7893 169.62305 +2729.3389 171.56305 +2730.8884 173.35255 +2732.438 170.97867 +2733.9875 164.46812 +2735.5371 160.29544 +2737.0867 163.93108 +2738.6365 163.54802 +2740.186 174.17697 +2741.7356 160.54794 +2743.2852 172.51877 +2744.8347 175.6693 +2746.3843 170.30276 +2747.9338 167.00566 +2749.4834 171.55356 +2751.033 171.41202 +2752.5828 168.8569 +2754.1323 164.32187 +2755.6819 162.21489 +2757.2314 162.72536 +2758.781 162.97206 +2760.3306 168.09792 +2761.8801 170.94289 +2763.4297 169.15497 +2764.9792 167.35254 +2766.5288 167.3745 +2768.0786 167.84521 +2769.6282 174.48964 +2771.1777 167.04538 +2772.7273 172.47215 +2774.2769 171.73334 +2775.8264 169.60785 +2777.376 169.545 +2778.9255 168.18452 +2780.4751 168.76469 +2782.0249 168.30171 +2783.5745 163.9319 +2785.124 161.89917 +2786.6736 164.25749 +2788.2231 166.74359 +2789.7727 168.40283 +2791.3223 167.2916 +2792.8718 175.02681 +2794.4214 158.15453 +2795.9712 163.82164 +2797.5208 164.31758 +2799.0703 162.33215 +2800.6199 168.32878 +2802.1694 175.48354 +2803.719 179.09091 +2805.2686 172.8667 +2806.8181 171.36443 +2808.3677 169.43626 +2809.9172 163.93269 +2811.467 159.05324 +2813.0166 160.51535 +2814.5662 170.74883 +2816.1157 172.0307 +2817.6653 160.87921 +2819.2148 164.00539 +2820.7644 164.38496 +2822.314 167.39276 +2823.8635 167.98518 +2825.4133 166.08818 +2826.9629 165.09914 +2828.5125 168.42537 +2830.062 174.1051 +2831.6116 168.30565 +2833.1611 167.40546 +2834.7107 172.79028 +2836.2603 172.43671 +2837.8098 172.43071 +2839.3596 172.92717 +2840.9092 176.20432 +2842.4587 177.42401 +2844.0083 171.22701 +2845.5579 169.75336 +2847.1074 168.53044 +2848.657 172.65498 +2850.2065 169.60365 +2851.7561 170.63368 +2853.3057 167.20294 +2854.8555 162.41771 +2856.405 169.5611 +2857.9546 172.27049 +2859.5042 165.01108 +2861.0537 176.10114 +2862.6033 162.81375 +2864.1528 168.11348 +2865.7024 168.28947 +2867.252 164.93338 +2868.8018 163.42416 +2870.3513 162.47075 +2871.9009 163.46983 +2873.4504 169.13588 +2875 173.95676 +2876.5496 172.17982 +2878.0991 169.49742 +2879.6487 167.22459 +2881.1982 165.1436 +2882.748 170.85776 +2884.2976 175.9751 +2885.8472 159.78249 +2887.3967 169.11612 +2888.9463 172.31752 +2890.4958 171.40225 +2892.0454 176.30246 +2893.595 175.56186 +2895.1445 168.15536 +2896.6943 171.77081 +2898.2439 178.42809 +2899.7935 173.52493 +2901.343 165.01717 +2902.8926 170.93944 +2904.4421 176.91837 +2905.9917 171.8167 +2907.5413 166.06772 +2909.0908 168.41417 +2910.6404 173.71164 +2912.1902 170.91615 +2913.7397 167.85263 +2915.2893 171.79195 +2916.8389 158.86028 +2918.3884 178.69867 +2919.938 173.95699 +2921.4875 177.53094 +2923.0371 174.33089 +2924.5867 171.34715 +2926.1365 171.34717 +2927.686 161.69751 +2929.2356 180.95393 +2930.7852 167.68582 +2932.3347 170.57983 +2933.8843 167.3241 +2935.4338 172.13548 +2936.9834 169.12849 +2938.533 166.19153 +2940.0828 171.81747 +2941.6323 173.6703 +2943.1819 175.32893 +2944.7314 178.67958 +2946.281 176.17203 +2947.8306 168.35301 +2949.3801 168.85881 +2950.9297 176.89232 +2952.4792 172.37578 +2954.0288 172.01634 +2955.5786 180.89772 +2957.1282 168.89697 +2958.6777 172.96588 +2960.2273 176.90044 +2961.7769 182.22438 +2963.3264 175.97568 +2964.876 169.92065 +2966.4255 166.39082 +2967.9751 169.83032 +2969.5249 170.92281 +2971.0745 176.29668 +2972.624 167.55312 +2974.1736 176.93895 +2975.7231 180.54831 +2977.2727 168.69344 +2978.8223 179.27359 +2980.3718 177.25183 +2981.9214 171.20726 +2983.4712 174.77119 +2985.0208 168.18819 +2986.5703 167.48955 +2988.1199 175.54121 +2989.6694 175.86917 +2991.219 174.75653 +2992.7686 174.97957 +2994.3181 175.39075 +2995.8677 175.09517 +2997.4172 169.76566 +2998.967 171.12477 +3000.5166 163.72343 +3002.0662 180.06599 +3003.6157 184.25858 +3005.1653 172.55128 +3006.7148 185.62151 +3008.2644 178.9462 +3009.814 174.5087 +3011.3635 167.20131 +3012.9133 173.34792 +3014.4629 173.98134 +3016.0125 174.00505 +3017.562 178.56226 +3019.1116 172.69038 +3020.6611 179.0903 +3022.2107 175.12665 +3023.7603 178.64656 +3025.3098 179.9682 +3026.8596 182.83475 +3028.4092 183.4968 +3029.9587 181.98975 +3031.5083 170.70284 +3033.0579 174.36128 +3034.6074 175.44441 +3036.157 177.74112 +3037.7065 176.52547 +3039.2561 171.15338 +3040.8057 172.85365 +3042.3555 180.25186 +3043.905 180.22035 +3045.4546 170.87646 +3047.0042 170.60538 +3048.5537 174.14058 +3050.1033 173.55807 +3051.6528 174.05293 +3053.2024 169.95792 +3054.752 169.90826 +3056.3018 184.91797 +3057.8513 186.8484 +3059.4009 187.705 +3060.9504 182.52148 +3062.5 183.92459 +3064.0496 185.46133 +3065.5991 173.9377 +3067.1487 180.57268 +3068.6982 175.84717 +3070.248 175.90355 +3071.7976 184.20514 +3073.3472 182.907 +3074.8967 175.49248 +3076.4463 165.25943 +3077.9958 175.63528 +3079.5454 186.12857 +3081.095 181.15086 +3082.6445 170.92998 +3084.1943 185.34743 +3085.7439 179.97226 +3087.2935 172.79276 +3088.843 176.88618 +3090.3926 177.05417 +3091.9421 176.34717 +3093.4917 181.7494 +3095.0413 180.75031 +3096.5908 177.26389 +3098.1404 182.27478 +3099.6902 181.84753 +3101.2397 177.28247 +3102.7893 179.87817 +3104.3389 180.78239 +3105.8884 179.36168 +3107.438 175.88496 +3108.9875 178.58899 +3110.5371 184.17403 +3112.0867 184.63058 +3113.6365 187.16273 +3115.186 184.5372 +3116.7356 182.59961 +3118.2852 182.58121 +3119.8347 184.80809 +3121.3843 189.35725 +3122.9338 186.72646 +3124.4834 184.65858 +3126.033 182.68291 +3127.5828 183.58804 +3129.1323 185.63828 +3130.6819 177.76759 +3132.2314 183.08052 +3133.781 188.53668 +3135.3306 180.31355 +3136.8801 193.97272 +3138.4297 186.3092 +3139.9792 183.88675 +3141.5288 192.32539 +3143.0786 182.0173 +3144.6282 190.62392 +3146.1777 188.45865 +3147.7273 189.81772 +3149.2769 189.19485 +3150.8264 186.01599 +3152.376 191.00537 +3153.9255 191.02608 +3155.4751 196.94986 +3157.0249 185.61327 +3158.5745 188.87212 +3160.124 187.10248 +3161.6736 186.06702 +3163.2231 194.18723 +3164.7727 192.56303 +3166.3223 189.64397 +3167.8718 193.48672 +3169.4214 191.37325 +3170.9712 193.03667 +3172.5208 190.91792 +3174.0703 189.52843 +3175.6199 190.72569 +3177.1694 198.39325 +3178.719 190.28654 +3180.2686 188.2827 +3181.8181 205.31348 +3183.3677 196.34323 +3184.9172 182.89369 +3186.467 190.13321 +3188.0166 197.96019 +3189.5662 188.03633 +3191.1157 192.04083 +3192.6653 194.16811 +3194.2148 196.09499 +3195.7644 195.59569 +3197.314 192.80794 +3198.8635 189.89417 +3200.4133 194.43958 +3201.9629 194.32112 +3203.5125 186.37054 +3205.062 196.01814 +3206.6116 199.93144 +3208.1611 198.76904 +3209.7107 197.32007 +3211.2603 194.55995 +3212.8098 188.74876 +3214.3596 187.7877 +3215.9092 200.15543 +3217.4587 198.01942 +3219.0083 194.32681 +3220.5579 192.36977 +3222.1074 195.78824 +3223.657 197.88625 +3225.2065 200.08167 +3226.7561 205.78419 +3228.3057 209.12909 +3229.8555 199.27756 +3231.405 201.12892 +3232.9546 208.79593 +3234.5042 205.33815 +3236.0537 199.12762 +3237.6033 199.97263 +3239.1528 202.00555 +3240.7024 201.46465 +3242.252 198.29008 +3243.8018 196.05704 +3245.3513 193.25613 +3246.9009 192.98157 +3248.4504 201.04654 +3250 204.81219 +3251.5496 204.36241 +3253.0991 205.95302 +3254.6487 203.92865 +3256.1982 202.02789 +3257.748 201.98601 +3259.2976 203.7982 +3260.8472 204.97701 +3262.3967 206.03641 +3263.9463 204.19276 +3265.4958 200.43214 +3267.0454 204.22066 +3268.595 202.10426 +3270.1445 197.35924 +3271.6943 193.364 +3273.2439 195.27676 +3274.7935 200.15475 +3276.343 205.63748 +3277.8926 206.88545 +3279.4421 196.35886 +3280.9917 198.6487 +3282.5413 200.93941 +3284.0908 198.24612 +3285.6404 202.6058 +3287.1902 204.66142 +3288.7397 210.9118 +3290.2893 217.11401 +3291.8389 207.07822 +3293.3884 197.65662 +3294.938 197.70348 +3296.4875 204.95653 +3298.0371 212.75613 +3299.5867 209.13525 +3301.1365 211.5677 +3302.686 214.68903 +3304.2356 205.07614 +3305.7852 196.3687 +3307.3347 202.73094 +3308.8843 214.19325 +3310.4338 210.43468 +3311.9834 213.72548 +3313.533 216.88208 +3315.0828 212.75177 +3316.6323 214.97467 +3318.1819 213.77666 +3319.7314 215.72438 +3321.281 215.54214 +3322.8306 214.48366 +3324.3801 218.36153 +3325.9297 210.35289 +3327.4792 203.54309 +3329.0288 214.71602 +3330.5786 223.28358 +3332.1282 227.2018 +3333.6777 219.51036 +3335.2273 216.73241 +3336.7769 213.15062 +3338.3264 210.99408 +3339.876 213.00198 +3341.4255 215.04889 +3342.9751 220.17165 +3344.5249 228.18086 +3346.0745 222.03795 +3347.624 220.61612 +3349.1736 214.80615 +3350.7231 219.55928 +3352.2727 220.27483 +3353.8223 225.92369 +3355.3718 221.22115 +3356.9214 225.64552 +3358.4712 226.97997 +3360.0208 227.00539 +3361.5703 230.32358 +3363.1199 226.61588 +3364.6694 220.68581 +3366.219 221.21571 +3367.7686 232.73155 +3369.3181 235.69963 +3370.8677 220.08604 +3372.4172 219.00539 +3373.967 226.70131 +3375.5166 232.70055 +3377.0662 238.78136 +3378.6157 227.85979 +3380.1653 233.54187 +3381.7148 236.10693 +3383.2644 239.43567 +3384.814 240.99731 +3386.3635 235.80322 +3387.9133 241.92989 +3389.4629 244.65886 +3391.0125 231.90916 +3392.562 244.39767 +3394.1116 234.50653 +3395.6611 236.87608 +3397.2107 233.86485 +3398.7603 232.85266 +3400.3098 240.27805 +3401.8596 238.58145 +3403.4092 236.86327 +3404.9587 246.62573 +3406.5083 248.34869 +3408.0579 245.20805 +3409.6074 239.7948 +3411.157 241.32355 +3412.7065 237.76903 +3414.2561 244.34103 +3415.8057 247.27945 +3417.3555 247.49245 +3418.905 254.43176 +3420.4546 259.83173 +3422.0042 256.40469 +3423.5537 245.74448 +3425.1033 253.55162 +3426.6528 257.00284 +3428.2024 252.26439 +3429.752 254.1687 +3431.3018 250.31807 +3432.8513 252.64519 +3434.4009 259.71744 +3435.9504 256.19028 +3437.5 249.68927 +3439.0496 251.97423 +3440.5991 252.78319 +3442.1487 257.21613 +3443.6982 261.51987 +3445.248 263.89624 +3446.7976 266.33978 +3448.3472 259.59967 +3449.8967 253.66905 +3451.4463 265.08075 +3452.9958 268.19577 +3454.5454 261.65802 +3456.095 264.59592 +3457.6445 259.72241 +3459.1943 276.69708 +3460.7439 266.94766 +3462.2935 256.80823 +3463.843 271.90186 +3465.3926 272.81302 +3466.9421 272.40396 +3468.4917 272.73846 +3470.0413 273.08539 +3471.5908 278.46066 +3473.1404 274.12054 +3474.6902 265.57907 +3476.2397 265.33728 +3477.7893 276.0462 +3479.3389 277.50781 +3480.8884 282.88434 +3482.438 276.91888 +3483.9875 277.47293 +3485.5371 285.71835 +3487.0867 286.14944 +3488.6365 277.04617 +3490.186 280.66714 +3491.7356 287.02798 +3493.2852 287.77802 +3494.8347 283.90991 +3496.3843 287.12805 +3497.9338 285.87186 +3499.4834 287.35803 +3501.033 292.29694 +3502.5828 293.86816 +3504.1323 291.72751 +3505.6819 299.54681 +3507.2314 288.36679 +3508.781 289.58917 +3510.3306 284.771 +3511.8801 284.90881 +3513.4297 298.15222 +3514.9792 284.4538 +3516.5288 291.01822 +3518.0786 302.77295 +3519.6282 296.6405 +3521.1777 305.60709 +3522.7273 303.02859 +3524.2769 302.68875 +3525.8264 310.70901 +3527.376 306.43497 +3528.9255 312.1752 +3530.4751 303.29572 +3532.0249 305.73737 +3533.5745 314.88461 +3535.124 317.50146 +3536.6736 310.38956 +3538.2231 318.9371 +3539.7727 317.57611 +3541.3223 318.97534 +3542.8718 323.78604 +3544.4214 325.13327 +3545.9712 319.19571 +3547.5208 320.89392 +3549.0703 319.75659 +3550.6199 320.21484 +3552.1694 322.54935 +3553.719 331.88721 +3555.2686 324.71606 +3556.8181 327.83972 +3558.3677 331.71442 +3559.9172 320.89169 +3561.467 327.92618 +3563.0166 324.1272 +3564.5662 317.05969 +3566.1157 327.80811 +3567.6653 332.34073 +3569.2148 335.52512 +3570.7644 337.53394 +3572.314 336.12497 +3573.8635 323.34366 +3575.4133 331.2952 +3576.9629 325.25522 +3578.5125 317.63614 +3580.062 320.1152 +3581.6116 327.9509 +3583.1611 328.5079 +3584.7107 329.08493 +3586.2603 325.76871 +3587.8098 326.17264 +3589.3596 318.8472 +3590.9092 314.27579 +3592.4587 310.92538 +3594.0083 324.07928 +3595.5579 324.36667 +3597.1074 321.30222 +3598.657 322.26608 +3600.2065 303.29025 +3601.7561 317.15945 +3603.3057 308.44504 +3604.8555 315.9906 +3606.405 304.73904 +3607.9546 302.97318 +3609.5042 291.44254 +3611.0537 302.7941 +3612.6033 287.71735 +3614.1528 290.53107 +3615.7024 282.12192 +3617.252 277.45508 +3618.8018 273.91992 +3620.3513 264.67831 +3621.9009 264.63559 +3623.4504 264.72549 +3625 258.41095 +3626.5496 258.33331 +3628.0991 255.90233 +3629.6487 254.06873 +3631.1982 242.8205 +3632.748 245.52557 +3634.2976 253.61812 +3635.8472 245.87477 +3637.3967 227.96255 +3638.9463 230.11897 +3640.4958 227.73047 +3642.0454 227.28365 +3643.595 226.74582 +3645.1445 220.43793 +3646.6943 220.27119 +3648.2439 218.13422 +3649.7935 212.26459 +3651.343 208.04646 +3652.8926 197.62576 +3654.4421 196.34526 +3655.9917 197.65788 +3657.5413 193.92395 +3659.0908 189.72821 +3660.6404 183.06923 +3662.1902 188.85674 +3663.7397 186.4487 +3665.2893 170.33331 +3666.8389 179.05521 +3668.3884 186.34198 +3669.938 179.56232 +3671.4875 179.10045 +3673.0371 169.2339 +3674.5867 161.72447 +3676.1365 155.92004 +3677.686 164.84071 +3679.2356 169.38686 +3680.7852 165.37968 +3682.3347 161.47565 +3683.8843 158.60445 +3685.4338 161.34717 +3686.9834 153.3437 +3688.533 154.1642 +3690.0828 155.59467 +3691.6323 150.48643 +3693.1819 151.9398 +3694.7314 150.19667 +3696.281 151.45905 +3697.8306 147.23128 +3699.3801 155.00493 +3700.9297 153.34744 +3702.4792 144.1349 +3704.0288 145.89864 +3705.5786 139.09067 +3707.1282 143.66692 +3708.6777 143.41087 +3710.2273 141.5334 +3711.7769 141.46631 +3713.3264 144.3205 +3714.876 146.83562 +3716.4255 147.1463 +3717.9751 144.57341 +3719.5249 135.69032 +3721.0745 133.41096 +3722.624 134.8934 +3724.1736 137.97647 +3725.7231 137.06506 +3727.2727 140.87946 +3728.8223 136.50708 +3730.3718 134.64455 +3731.9214 139.12415 +3733.4712 141.57841 +3735.0208 133.18925 +3736.5703 132.4859 +3738.1199 131.94583 +3739.6694 134.39635 +3741.219 132.9702 +3742.7686 127.18468 +3744.3181 135.20174 +3745.8677 137.0473 +3747.4172 138.76591 +3748.967 122.85262 +3750.5166 137.33482 +3752.0662 136.08888 +3753.6157 132.91539 +3755.1653 133.27934 +3756.7148 134.1412 +3758.2644 133.93892 +3759.814 127.68318 +3761.3635 131.70886 +3762.9133 131.92213 +3764.4629 128.42737 +3766.0125 122.77136 +3767.562 120.66458 +3769.1116 124.08381 +3770.6611 133.34312 +3772.2107 136.7989 +3773.7603 123.36234 +3775.3098 136.75081 +3776.8596 132.46227 +3778.4092 125.04149 +3779.9587 131.06429 +3781.5083 130.08513 +3783.0579 128.31184 +3784.6074 135.51987 +3786.157 130.63138 +3787.7065 129.68343 +3789.2561 124.73229 +3790.8057 128.61575 +3792.3555 126.65229 +3793.905 129.55167 +3795.4546 128.2686 +3797.0042 119.34135 +3798.5537 137.5712 +3800.1033 124.80316 +3801.6528 130.80063 +3803.2024 127.6902 +3804.752 132.30569 +3806.3018 128.76181 +3807.8513 138.37399 +3809.4009 128.36465 +3810.9504 126.79028 +3812.5 132.31442 +3814.0496 132.89072 +3815.5991 128.99191 +3817.1487 131.33702 +3818.6982 121.54156 +3820.248 124.01688 +3821.7976 124.94711 +3823.3472 120.29529 +3824.8967 120.56321 +3826.4463 123.38724 +3827.9958 125.68597 +3829.5454 124.24342 +3831.095 122.00537 +3832.6445 121.32667 +3834.1943 127.10838 +3835.7439 129.61475 +3837.2935 130.1573 +3838.843 130.92671 +3840.3926 126.23824 +3841.9421 135.61029 +3843.4917 126.59801 +3845.0413 122.35561 +3846.5908 120.52082 +3848.1404 123.18645 +3849.6902 125.86018 +3851.2397 128.29044 +3852.7893 121.36272 +3854.3389 129.1895 +3855.8884 130.32037 +3857.438 118.70733 +3858.9875 121.8736 +3860.5371 120.19244 +3862.0867 117.87589 +3863.6365 121.05926 +3865.186 130.34468 +3866.7356 122.8142 +3868.2852 126.19796 +3869.8347 125.74753 +3871.3843 125.45373 +3872.9338 129.12798 +3874.4834 126.59348 +3876.033 126.67398 +3877.5828 124.97063 +3879.1323 121.2986 +3880.6819 117.1929 +3882.2314 123.30087 +3883.781 117.11561 +3885.3306 119.88457 +3886.8801 126.22366 +3888.4297 123.25629 +3889.9792 127.79538 +3891.5288 129.58051 +3893.0786 122.40391 +3894.6282 118.00536 +3896.1777 121.29479 +3897.7273 119.40971 +3899.2769 124.38309 +3900.8264 131.83302 +3902.376 126.10329 +3903.9255 123.5853 +3905.4751 123.46424 +3907.0249 124.02704 +3908.5745 126.6754 +3910.124 128.68976 +3911.6736 126.76949 +3913.2231 120.11258 +3914.7727 120.39336 +3916.3223 129.3504 +3917.8718 124.862 +3919.4214 119.95274 +3920.9712 113.49931 +3922.5208 119.32632 +3924.0703 120.20502 +3925.6199 115.23628 +3927.1694 123.69887 +3928.719 118.27781 +3930.2686 120.31458 +3931.8181 125.93229 +3933.3677 120.99025 +3934.9172 123.25526 +3936.467 124.95347 +3938.0166 128.33257 +3939.5662 127.66132 +3941.1157 125.02568 +3942.6653 123.23883 +3944.2148 123.48486 +3945.7644 124.23944 +3947.314 125.01031 +3948.8635 123.59986 +3950.4133 121.10194 +3951.9629 126.01464 +3953.5125 115.85985 +3955.062 121.18286 +3956.6116 129.0943 +3958.1611 113.94714 +3959.7107 117.21482 +3961.2603 121.87533 +3962.8098 122.17303 +3964.3596 119.0611 +3965.9092 121.86084 +3967.4587 124.71272 +3969.0083 124.93432 +3970.5579 123.13215 +3972.1074 123.10396 +3973.657 127.10656 +3975.2065 120.5169 +3976.7561 120.06992 +3978.3057 119.62762 +3979.8555 126.46768 +3981.405 120.95649 +3982.9546 123.38054 +3984.5042 123.97369 +3986.0537 123.05399 +3987.6033 126.19485 +3989.1528 124.74298 +3990.7024 113.58023 +3992.252 118.4004 +3993.8018 119.56054 +3995.3513 116.01098 +3996.9009 120.18481 +3998.4504 125.62386 +4000 128.13042 diff --git a/rampy/rameau.py b/rampy/rameau.py index 667c0b4..d076f31 100644 --- a/rampy/rameau.py +++ b/rampy/rameau.py @@ -11,6 +11,7 @@ import pandas as pd import scipy import rampy as rp +import matplotlib.pyplot as plt class rameau: """treat Raman spectra of glass to retrieve the glass water content @@ -19,6 +20,8 @@ class rameau: ---------- data_liste: Pandas dataframe A Pandas dataframe containing the data and various meta information. + path_spectra: string + Path for the spectra. Default = './raw/' Attributes ---------- @@ -47,18 +50,21 @@ class rameau: Notes ----- - Uses either the LL2012 method (Le Losq et al., 2012) or the DG2017 (Di Genova et al., 2017) method. See references. + Uses either the LL2012 method (Le Losq et al., 2012), the DG2017 method (Di Genova et al., 2017) or the external calibration method (Thomas et al., 2008). See references. In the LL2012 method, a cubic spline is fitted to the regions of interest provided in self.data_liste (see example). The spline is smoothed by the spline_coeff of the data_reduction method. The water content is calculated following eq. (3) of LL2012, with the A coefficient either provided or calculated by the method self.calibrate(). In the DG2017 method, a third-order polynomial is fitted to the spectra following the instructions of Di Genova et al. (2017). The water content is calculated as wt% H2O = Rws * (a * [FeO wt%] + b) with a and b the coefficients either provided or calculated by the method self.calibrate(). + + In the external calibration method, a cross-multiplication is computed using a reference spectrum and the proportionality relation between the water content of the glass and the water peak area of its spectrum. References ---------- LL2102: C. Le Losq, D. R. Neuville, R. Moretti, J. Roux, Determination of water content in silicate glasses using Raman spectrometry: Implications for the study of explosive volcanism. American Mineralogist. 97, 779–790 (2012). - DG 2017 D. Di Genova et al., Effect of iron and nanolites on Raman spectra of volcanic glasses: A reassessment of existing strategies to estimate the water content. Chemical Geology. 475, 76–86 (2017). + DG2017: D. Di Genova et al., Effect of iron and nanolites on Raman spectra of volcanic glasses: A reassessment of existing strategies to estimate the water content. Chemical Geology. 475, 76–86 (2017). + External calibration: S.-M. Thomas, R. Thomas, P. Davidson, P. Reichart, M. Koch-Muller, G. Dollinger, Application of Raman Spectroscopy to Quantify Trace Water Concentrations in Glasses and Garnets. American Mineralogist 2008, 93 (10), 1550–1557. """ @@ -75,17 +81,18 @@ class rameau: p = None names = [] - def __init__(self,data_liste): + def __init__(self,data_liste,path_spectra='./raw/'): self.data_liste = data_liste self.water = np.asarray(data_liste["Water, wt%"]) self.names = data_liste["Name"] + self.path_spectra = path_spectra try: # we test if gcvspline is installed import gcvspline except ImportError: print('gcvspline module not found. Please install it and check it works (requires a FORTRAN compiler).') - def data_reduction(self,method="LL2012",delim='\t',path_in='./raw/',laser=514.532,spline_coeff=0.001,poly_coeff=3): + def data_reduction(self,method="LL2012",delim='\t',laser=514.532,spline_coeff=0.001,poly_coeff=3): """process Raman spectra of glass to calculate the Rws ratio Parameters @@ -96,8 +103,6 @@ def data_reduction(self,method="LL2012",delim='\t',path_in='./raw/',laser=514.53 The used method. LL2012: Le Losq et al. (2012); DG2017: Di Genova et al. (2017). See references. Default = "LL2012". delim: string File delimiter. Use '\t' for tabulated text or ',' for comma separated text. Default = '\t'. - path_in: string - Path for the spectra. Default = './raw/' laser: float Laser line wavelength in nm. Default = 514.532. spline_coeff: float @@ -122,17 +127,30 @@ def data_reduction(self,method="LL2012",delim='\t',path_in='./raw/',laser=514.53 self.rs: ndarray The integrated intensity of silicate signals. """ - self.x, self.y, self.y_corr, self.y_base, self.rws, self.rw, self.rs = fit_spectra(self.data_liste,method=method,delim=delim,path_in=path_in,spline_coeff=spline_coeff,poly_coeff=poly_coeff) + self.x, self.y, self.y_corr, self.y_base, self.rws, self.rw, self.rs = fit_spectra(self.data_liste,method=method,delim=delim,path_in=self.path_spectra,spline_coeff=spline_coeff,poly_coeff=poly_coeff, laser=laser) - def calibrate(self,method="LL2012"): - """Fit a calibration by optimizing the K coefficient(s) + def calibrate(self,data_calib=None,method="LL2012", delim='\t',path_calib='./raw/',laser=488.0,spline_coeff=0.005,poly_coeff=3): + """Fit a calibration by optimizing the K coefficient(s) on a chosen dataset of calibration spectra. Parameters ---------- self: object rameau object with treated spectra (see data_reduction method) + data_calib: Pandas dataframe + A Pandas dataframe containing the calibration data (same informations as self.data_liste but for calibration spectra). + If data_calib is not given, the calibration is performed on self.data_liste. method: string - the method used; choose between "LL2012" or "DG2017", default = "LL2012". + the method used for calibration; choose between "LL2012" or "DG2017", default = "LL2012". + delim: string + File delimiter. Use '\t' for tabulated text or ',' for comma separated text. Default = '\t'. + path_calib: string + Path for the calibration spectra. Default = './raw/'. + laser: float + Laser line wavelength in nm of the calibration spectra. Default = 488.0. + spline_coeff: float + Smoothing coefficient for the spline baseline. An array of size len(data_liste) can be provided. Default = 0.005. + poly_coeff: int + Polynomial coefficient for the polynomial baseline function. Default = 3 (DG2017 method; set to 2 for Behrens et al. (2006) method). Returns ------- @@ -140,10 +158,38 @@ def calibrate(self,method="LL2012"): The optimized parameter(s); if method = "DG2017", popt=np.array([a,b]), parameters of the equation K = a * [FeO wt%] + b. if method = "LL2017", popt = A (float), with A parameter in the equation (3) of Le Losq et al. (2012). + self.x_calib: ndarray + Common x axis. + self.y_calib: ndarray + All raw calibration spectra from data_calib in an array of length len(x) and with as many column as spectra. + self.y_corr_calib: ndarray + All corrected calibration spectra from data_calib in an array of length len(x) and with as many column as spectra. + self.y_base_calib: ndarray + All baselines for calibration spectra from data_calib in an array of length len(x) and with as many column as spectra. + self.rws_calib: ndarray + The ratio of the water integrated intensity over that of silicate signals for calibration spectra from data_calib. + self.rw_calib: ndarray + The integrated intensity of water signal for calibration spectra from data_calib. + self.rs_calib: ndarray + The integrated intensity of silicate signals for calibration spectra from data_calib. """ - dictio = {"water": self.water, - "feo": np.asarray(self.data_liste["FeO"]), - "rws": self.rws} + + + if data_calib is None : + dictio = {"water": self.water, + "feo": np.asarray(self.data_liste["FeO"]), + "rws": self.rws} + + else : + self.data_calib = data_calib + + # reducton of reference spectra + self.x_calib, self.y_calib, self.y_corr_calib, self.y_base_calib, self.rws_calib, self.rw_calib, self.rs_calib = fit_spectra(self.data_calib,method=method,delim=delim,path_in=path_calib,spline_coeff=spline_coeff,poly_coeff=poly_coeff,laser=laser) + + dictio = {"water": np.asarray(self.data_calib["Water, wt%"]), + "feo": np.asarray(self.data_calib["FeO"]), + "rws": self.rws_calib} + try: if method == "LL2012": self.p = LL2012_calibrate(dictio) @@ -182,7 +228,7 @@ def predict(self,method="LL2012"): raise TypeError("Bad p coefficient. Did you try predicting values with a different method than the calibration?") elif method == "DG2017": try: - if self.p != None: + if self.p[0] != None and self.p[1] != None : print("Using adjusted p coefficients: %f and %f" % (self.p[0],self.p[1])) self.water_predicted = DG2017_predict(dictio,a=self.p[0], b=self.p[1]) else: @@ -190,6 +236,98 @@ def predict(self,method="LL2012"): self.water_predicted = DG2017_predict(dictio) except: raise TypeError("Bad p coefficients. Did you try predicting values with a different method than the calibration?") + + + def external_calibration(self, path_ref='./raw/Standards/', roi = np.array([[2900,3100],[3700, 3800]]), lb=3200, hb=3750, show_fig = False): + """Predict water content using an external calibration and reference spectra. + For this method, each spectrum from self.data_liste must have a reference spectrum with a known water concentration (filled in columns "Ref" and "Water Ref" respectively). + + Parameters + ---------- + self: object + a rameau object that has been initiated. + path_ref : string + Path for reference spectra. + roi : array((2,2)) + Region of interest at the beginning and the end of the water peak to fit the baseline. + lb : int + Lower limit for the water peak area calculation. + hb : int + Upper limit for the water peak area calculation. + show_fig : boolean + to show figures of water peak and baseline for each spectrum from self.data_list and its reference spectrum. + + Returns + ------- + wat_list: ndarray + Array containing predicted water for spectra from self.data_liste. + areas_list: ndarray + Array containing water peak area for spectra from self.data_liste. + areas_lref: ndarray + Array containing water peak area for reference spectra. + + """ + wat_list = [] + areas_list = [] + areas_lref = [] + + for i in range(len(self.data_liste)): + + # spectra importation + ref = np.genfromtxt(path_ref+self.data_liste['Ref'].iloc[i]) + sample = np.genfromtxt(self.path_spectra+self.names.iloc[i]) + # reference water content + water_ref = self.data_liste['Water Ref'].iloc[i] + + # spectra are flipped if frequencies are in descending order + ref = rp.flipsp(ref) + sample = rp.flipsp(sample) + + # baselines for the reference and for the sample: straight line + y_ref, bas_ref = rp.baseline(ref[:,0], ref[:,1], roi, "poly", polynomial_order = 1) + y_sample, bas_sample = rp.baseline(sample[:,0], sample[:,1], roi, "poly", polynomial_order = 1) + + # areas in range bounded by bl and hb + area_ref = np.trapz(y_ref[(ref[:,0]>lb)&(ref[:,0]lb)&(ref[:,0]lb)&(sample[:,0]lb)&(sample[:,0]lb)&(ref[:,0]lb)&(ref[:,0]lb)&(ref[:,0]lb)&(ref[:,0]lb)&(ref[:,0]lb)&(ref[:,0]lb)&(ref[:,0]lb)&(ref[:,0]