diff --git a/docs/source/examples/index.rst b/docs/source/examples/index.rst index 529f9427ba..14565e64af 100644 --- a/docs/source/examples/index.rst +++ b/docs/source/examples/index.rst @@ -23,7 +23,6 @@ General Usage search nuclear-data nuclear-data-resonance-covariance - cad-geom pincell-depletion -------- @@ -36,6 +35,7 @@ Geometry hexagonal triso candu + cad-geom ------------------------------------ Multi-Group Cross Section Generation @@ -60,3 +60,13 @@ Multi-Group Mode mg-mode-part-i mg-mode-part-ii mg-mode-part-iii + +----------------- +Unstructured Mesh +----------------- + +.. toctree:: + :maxdepth: 1 + + unstructured-mesh-part-i + unstructured-mesh-part-ii diff --git a/docs/source/examples/unstructured-mesh-part-i.rst b/docs/source/examples/unstructured-mesh-part-i.rst new file mode 100644 index 0000000000..ed2c9c2fd3 --- /dev/null +++ b/docs/source/examples/unstructured-mesh-part-i.rst @@ -0,0 +1,13 @@ +.. _notebook_unstructured_mesh_part_i: + +=============================== +Unstructured Mesh: Introduction +=============================== + +.. only:: html + + .. notebook:: ../../../examples/jupyter/unstructured-mesh-part-i.ipynb + +.. only:: latex + + IPython notebooks must be viewed in the online HTML documentation. diff --git a/docs/source/examples/unstructured-mesh-part-ii.rst b/docs/source/examples/unstructured-mesh-part-ii.rst new file mode 100644 index 0000000000..c30be88590 --- /dev/null +++ b/docs/source/examples/unstructured-mesh-part-ii.rst @@ -0,0 +1,13 @@ +.. _notebook_unstructured_mesh_part_ii: + +=================================================================================== +Unstructured Mesh: Unstructured Mesh Tallies with CAD and Point Cloud Visualization +=================================================================================== + +.. only:: html + + .. notebook:: ../../../examples/jupyter/unstructured-mesh-part-ii.ipynb + +.. only:: latex + + IPython notebooks must be viewed in the online HTML documentation. diff --git a/docs/source/io_formats/statepoint.rst b/docs/source/io_formats/statepoint.rst index 9156e848f3..f61fd90669 100644 --- a/docs/source/io_formats/statepoint.rst +++ b/docs/source/io_formats/statepoint.rst @@ -77,6 +77,10 @@ The current version of the statepoint file format is 17.0. of mesh. - **width** (*double[]*) -- Width of each mesh cell in each dimension. + - **Unstructured Mesh Only:** + - **volumes** (*double[]*) -- Volume of each mesh cell. + - **centroids** (*double[]*) -- Location of the mesh cell + centroids. **/tallies/filters/** diff --git a/docs/source/io_formats/tallies.rst b/docs/source/io_formats/tallies.rst index 0e1cd16f4e..6875e45049 100644 --- a/docs/source/io_formats/tallies.rst +++ b/docs/source/io_formats/tallies.rst @@ -123,8 +123,8 @@ to the scored values. The ``filter`` element has the following attributes/sub-elements: :type: - The type of the filter. Accepted options are "cell", "cellfrom", - "cellborn", "surface", "material", "universe", "energy", "energyout", "mu", + The type of the filter. Accepted options are "cell", "cellfrom", + "cellborn", "surface", "material", "universe", "energy", "energyout", "mu", "polar", "azimuthal", "mesh", "distribcell", "delayedgroup", "energyfunction", and "particle". @@ -154,27 +154,27 @@ For each filter type, the following table describes what the ``bins`` attribute should be set to: :cell: - A list of unique IDs for cells in which the tally should be + A list of unique IDs for cells in which the tally should be accumulated. :surface: - This filter allows the tally to be scored when crossing a surface. A list of - surface IDs should be given. By default, net currents are tallied, and to - tally a partial current from one cell to another, this should be used in + This filter allows the tally to be scored when crossing a surface. A list of + surface IDs should be given. By default, net currents are tallied, and to + tally a partial current from one cell to another, this should be used in combination with a cell or cell_from filter that defines the other cell. This filter should not be used in combination with a meshfilter. :cellfrom: - This filter allows the tally to be scored when crossing a surface and the - particle came from a specified cell. A list of cell IDs should be + This filter allows the tally to be scored when crossing a surface and the + particle came from a specified cell. A list of cell IDs should be given. - To tally a partial current from a cell to another, this filter should be + To tally a partial current from a cell to another, this filter should be used in combination with a cell filter, to define the other cell. This filter should not be used in combination with a meshfilter. :cellborn: This filter allows the tally to be scored to only when particles were - originally born in a specified cell. A list of cell IDs should be + originally born in a specified cell. A list of cell IDs should be given. :material: @@ -276,7 +276,7 @@ should be set to: :mesh: - The unique ID of a structured mesh to be tallied over. + The unique ID of a mesh to be tallied over. :distribcell: The single cell which should be tallied uniquely for all instances. @@ -307,12 +307,13 @@ should be set to: ```` Element ------------------ -If a structured mesh is desired as a filter for a tally, it must be specified in -a separate element with the tag name ````. This element has the following +If a mesh is desired as a filter for a tally, it must be specified in a separate +element with the tag name ````. This element has the following attributes/sub-elements: :type: - The type of structured mesh. This can be either "regular" or "rectilinear". + The type of mesh. This can be either "regular", "rectilinear", or + "unstructured". :dimension: The number of mesh cells in each direction. (For regular mesh only.) @@ -337,6 +338,10 @@ attributes/sub-elements: :z_grid: The mesh divisions along the z-axis. (For rectilinear mesh only.) + :mesh_file: + The name of the mesh file to be loaded at runtime. (For unstructured mesh + only.) + .. note:: One of ```` or ```` must be specified, but not both (even if they are consistent with one another). diff --git a/docs/source/pythonapi/base.rst b/docs/source/pythonapi/base.rst index e7d1399382..d621637bb1 100644 --- a/docs/source/pythonapi/base.rst +++ b/docs/source/pythonapi/base.rst @@ -127,6 +127,7 @@ Constructing Tallies openmc.ParticleFilter openmc.RegularMesh openmc.RectilinearMesh + openmc.UnstructuredMesh openmc.Trigger openmc.TallyDerivative openmc.Tally diff --git a/docs/source/usersguide/beginners.rst b/docs/source/usersguide/beginners.rst index 85d50a2d4e..257458fa9f 100644 --- a/docs/source/usersguide/beginners.rst +++ b/docs/source/usersguide/beginners.rst @@ -59,7 +59,7 @@ deterministic methods: Now let's look at the pros and cons of Monte Carlo methods: - **Pro**: No mesh generation is required to build geometry. By using - `constructive solid geometry`_, it's possible to build arbitrarily complex + `constructive solid geometry`_, it's possible to build complex models with curved surfaces. - **Pro**: Monte Carlo methods can be used with either continuous-energy or diff --git a/docs/source/usersguide/processing.rst b/docs/source/usersguide/processing.rst index 56e3bbc1f5..210caca820 100644 --- a/docs/source/usersguide/processing.rst +++ b/docs/source/usersguide/processing.rst @@ -41,9 +41,9 @@ Plotting in 2D -------------- The :ref:`IPython notebook example ` also demonstrates -how to plot a mesh tally in two dimensions using the Python API. One can also -use the :ref:`scripts_plot` script which provides an interactive GUI to explore -and plot mesh tallies for any scores and filter bins. +how to plot a structured mesh tally in two dimensions using the Python API. One +can also use the :ref:`scripts_plot` script which provides an interactive GUI to +explore and plot structured mesh tallies for any scores and filter bins. .. image:: ../_images/plotmeshtally.png :width: 400px diff --git a/docs/source/usersguide/settings.rst b/docs/source/usersguide/settings.rst index 1254c4ed5c..5df42fcbed 100644 --- a/docs/source/usersguide/settings.rst +++ b/docs/source/usersguide/settings.rst @@ -171,16 +171,17 @@ Shannon Entropy To assess convergence of the source distribution, the scalar Shannon entropy metric is often used in Monte Carlo codes. OpenMC also allows you to calculate Shannon entropy at each generation over a specified mesh, created using the -:class:`openmc.Mesh` class. After instantiating a :class:`Mesh`, you need to -specify the lower-left coordinates of the mesh (:attr:`Mesh.lower_left`), the -number of mesh cells in each direction (:attr:`Mesh.dimension`) and either the -upper-right coordinates of the mesh (:attr:`Mesh.upper_right`) or the width of -each mesh cell (:attr:`Mesh.width`). Once you have a mesh, simply assign it to -the :attr:`Settings.entropy_mesh` attribute. +:class:`openmc.RegularMesh` class. After instantiating a :class:`RegularMesh`, +you need to specify the lower-left coordinates of the mesh +(:attr:`RegularMesh.lower_left`), the number of mesh cells in each direction +(:attr:`RegularMesh.dimension`) and either the upper-right coordinates of the +mesh (:attr:`RegularMesh.upper_right`) or the width of each mesh cell +(:attr:`RegularMesh.width`). Once you have a mesh, simply assign it to the +:attr:`Settings.entropy_mesh` attribute. :: - entropy_mesh = openmc.Mesh() + entropy_mesh = openmc.RegularMesh() entropy_mesh.lower_left = (-50, -50, -25) entropy_mesh.upper_right = (50, 50, 25) entropy_mesh.dimension = (8, 8, 8) @@ -193,7 +194,7 @@ property:: geom = openmc.Geometry() ... - m = openmc.Mesh() + m = openmc.RegularMesh() m.lower_left, m.upper_right = geom.bounding_box m.dimension = (8, 8, 8) diff --git a/examples/jupyter/images/manifold-cad.png b/examples/jupyter/images/manifold-cad.png new file mode 100644 index 0000000000..81d8aabeca Binary files /dev/null and b/examples/jupyter/images/manifold-cad.png differ diff --git a/examples/jupyter/images/manifold_flux.png b/examples/jupyter/images/manifold_flux.png new file mode 100644 index 0000000000..6462928a8c Binary files /dev/null and b/examples/jupyter/images/manifold_flux.png differ diff --git a/examples/jupyter/images/manifold_pnt_cld.png b/examples/jupyter/images/manifold_pnt_cld.png new file mode 100644 index 0000000000..94f0a7a047 Binary files /dev/null and b/examples/jupyter/images/manifold_pnt_cld.png differ diff --git a/examples/jupyter/images/pin_mesh.png b/examples/jupyter/images/pin_mesh.png new file mode 100644 index 0000000000..2179da9c21 Binary files /dev/null and b/examples/jupyter/images/pin_mesh.png differ diff --git a/examples/jupyter/images/umesh_flux.png b/examples/jupyter/images/umesh_flux.png new file mode 100644 index 0000000000..5d31e1cda2 Binary files /dev/null and b/examples/jupyter/images/umesh_flux.png differ diff --git a/examples/jupyter/images/umesh_heating.png b/examples/jupyter/images/umesh_heating.png new file mode 100644 index 0000000000..984d1e34af Binary files /dev/null and b/examples/jupyter/images/umesh_heating.png differ diff --git a/examples/jupyter/images/umesh_w_assembly.png b/examples/jupyter/images/umesh_w_assembly.png new file mode 100644 index 0000000000..61e3ac5874 Binary files /dev/null and b/examples/jupyter/images/umesh_w_assembly.png differ diff --git a/examples/jupyter/unstructured-mesh-part-i.ipynb b/examples/jupyter/unstructured-mesh-part-i.ipynb new file mode 100644 index 0000000000..4e6d873cc8 --- /dev/null +++ b/examples/jupyter/unstructured-mesh-part-i.ipynb @@ -0,0 +1,704 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Unstructured Mesh Tallies in OpenMC\n", + "\n", + "In this example we'll look at how to setup and use unstructured mesh tallies in OpenMC. Unstructured meshes are able to provide results over spatial regions of a problem while conforming to a specific geometric features -- something that is often difficult to do using the regular and rectilinear meshes in OpenMC.\n", + "\n", + "Here, we'll apply an unstructured mesh tally to the PWR assembly model from the OpenMC examples.\n", + "\n", + "**_NOTE: This notebook will not run successfully if OpenMC has not been built with DAGMC support enabled._**" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from IPython.display import Image\n", + "import openmc\n", + "import openmc.lib\n", + "\n", + "assert(openmc.lib._dagmc_enabled())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We'll need to download the unstructured mesh file used in this notebook. We'll be retrieving those using the function and URLs below." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "from matplotlib import pyplot as plt\n", + "plt.rcParams[\"figure.figsize\"] = (30,10)\n", + "\n", + "import urllib.request\n", + "\n", + "pin_mesh_url = 'https://tinyurl.com/u9ce9d7' # 1.2 MB\n", + "\n", + "def download(url, filename='dagmc.h5m'):\n", + " \"\"\"\n", + " Helper function for retrieving dagmc models\n", + " \"\"\"\n", + " u = urllib.request.urlopen(url)\n", + " \n", + " if u.status != 200:\n", + " raise RuntimeError(\"Failed to download file.\")\n", + " \n", + " # save file as dagmc.h5m\n", + " with open(filename, 'wb') as f:\n", + " f.write(u.read())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First we'll import that model from the set of OpenMC examples." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "model = openmc.examples.pwr_assembly()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We'll make a couple of adjustments to this 2D model as it won't play very well with the 3D mesh we'll be looking at. First, we'll bound the pincell between +/- 10 cm in the Z dimension." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "min_z = openmc.ZPlane(z0=-10.0)\n", + "max_z = openmc.ZPlane(z0=10.0)\n", + "\n", + "z_region = +min_z & -max_z\n", + "\n", + "cells = model.geometry.get_all_cells()\n", + "for cell in cells.values():\n", + " cell.region &= z_region" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The other adjustment we'll make is to remove the reflective boundary conditions on the X and Y boundaries. (This is purely to generate a more interesting flux profile.)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "surfaces = model.geometry.get_all_surfaces()\n", + "# modify the boundary condition of the\n", + "# planar surfaces bounding the assembly\n", + "for surface in surfaces.values():\n", + " if isinstance(surface, openmc.Plane):\n", + " surface.boundary_type = 'vacuum'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's take a quick look at the model to ensure our changs have been added properly." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "root_univ = model.geometry.root_universe\n", + "\n", + "# axial image\n", + "root_univ.plot(width=(22.0, 22.0),\n", + " pixels=(200, 300),\n", + " basis='xz',\n", + " color_by='material',\n", + " seed=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAlMAAAI/CAYAAABTd1zJAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nO29fbBtyVmf9+voIKVKVoEuGutbSBiFMXIFGZ87hgTPBSSEmKIYoMAe/sDCkJrIOVMxlaQckVuFKahbFezYrjhzQRmDytiFETYwMIUH9IHxHbsSwT2jGkkjaWQNsihmENLAxRKEBHJJ54+ze7TYs/c+q7vfXu9aq5+namrO3Xuv9azu1f2ud/X66BBjFAAAAACU8Z94bwAAAADAkiGZAgAAAKiAZAoAAACgApIpAAAAgApIpgAAAAAqIJkCAAAAqODIewNKeMELXhBf+cpXem8GAAAAdMLDDz/8OzHGW3Z9t8hk6pWvfKVOT0+9NwMAAAA6IYTwG/u+4zIfAAAAQAUkUwAAAAAVkEwBAAAAVEAyBQAAAFAByRQAAABABYt8mu8Qjz10j/cmAAAAwEK59fZ7s5dhZAoAAACgApIpAAAAgApIpgAAAAAqWN09UzWcXLspSbp6adpqSd7ElP5e3d7+oduz3D25h35Pt4e/RzfxpT/30D+1N8QYJxVacHx8HPdNJ5NzA/r2Tj+E9Y7xcud4e3W36IQ9tjVvd46ffb4Ot6d/KfHN072UtrbvBvQQwsMxxuNd33GZDwAAAKCC7kamhpnslesXznVdvnjj6b9rs2pP99A/xj30W7rH+tdS77nuod9zn1v4vep9+2z1PPfQa+mmrY1zW/iXVO/EdZn4W7pLRqa6SqZyG902ly/eKG4AJYFu6E2U+Ht1D/0l+7w26Jxcu1nV1hI19V5T7lJ38teW3cvt0das3KX+mjqvdSf/Uvt4oqfYOoe43jK+kEzp/GSqdAdI5Y2gNshauGv8nu6h39Nd6p+63Mld4x36S9xSXbnn4JZ86r3Xfd57Hy911/h7j+vWyRT3TAEAAABU0EUydXLtpsmZW83yFu7SddQs6+1O6/BYdg7uK9cvZD+pY0Wu23o7U7/1cOesM2c7rd3ptxajUiUk99L7maebuD7tsml5637Le6YySTvxROXX+Gs5uXbT1S2dPzTrlQDMxe19cPPCyn3l+oVn3Bg+pVt65o3pU/hL3VZcuX7BLbYlt+TzHjDJP7bOOa56+71j23l0MTLlRYsz1rGNydNd+vvzyCmTxZnTLj8A+NMithFbx8dWL/ecMUmmQghvCyF8KoTw6OCzCyGEd4UQPrr5//P3LPumzW8+GkJ4k8X2AAAAAEyF1cjUP5H0xq3P3iLpl2OMr5b0y5t//ylCCBck/R1Jf1nSbZL+zr6kq5Q1ZLw1zHlYNIe1lKOU3tsxzI/e2+RaYtJaylGKVTs2SaZijA9J2r7If6ekH9/8/eOSvmnHol8n6V0xxhsxxt+T9C49MykDAAAAmC0t75l6YYzxE5u/f1vSC3f85qWSfnPw7yc2n5nhdTNhcnv6JdsbWXPX5elugXdbApgTvfcHYqsN3sdJK/ckN6DHszeDVr0dNIRwdwjhNIRw+tRTTxltGQAAAEAdLdPBT4YQXhxj/EQI4cWSPrXjN09K+qrBv18m6d/sWlmM8T5J90lnb0C33dTxeGfxY99QnH5jfV/D2Cz+6qUjX/fmqrPX/QCXL97o1i1xH0Ypc4gvPbvnHltnEddFfNlFy5GpBySlp/PeJOnnd/zmHZLeEEJ4/ubG8zdsPmuCZWfNHRr0DpJQRu5+sxyyvnzxRpHfCm93Tl1evXRUVF/73DnTqqTtXEt8KXFb+Uv6D7F1mXjHF2usXo3wk5L+T0lfHEJ4IoTw3ZL+Z0lfG0L4qKTXb/6tEMJxCOFHJSnGeEPSD0q6vvnvBzafAQAAACwCk1Qvxvjte7563Y7fnkr6rwb/fpukt1lsxz6shkZLs1mLS16lE6BaXPLydCd/iVuSyZB06RmR1eW2En/NcLjFrO41Za89a+zNneKL1T4vcddS4reM6yXt3OKSV89xvcSdsIit1je9h7N7w5fF8fFxPD093fndYw/dc3DZ0lmnSxveLnduI7A4uCX/1O6aWb496zz5Ldy5fstyl7qt/J7uHL+ne+hnn5e7a5LIJcb12tjq0daSW5p3W7v19nt3fh5CeDjGeLzzu96SKWl8Q9g+W7LKZMc0BKsgs899yO/pHvo93Vb+7bPmqff5GH/rdp7jtvKPrfcWZd81UjL3em/hnjq2evXxbT9xfTfWcb1lbC1JppibDwAAAKCCLkemhpx3vb3ly8Q83Yf8U7xA7VDZ11rnc3Z7+3FP7/b29+j2jK1ex5Mp/NZuLvMpP5kCAAAASHCZDwAAAGBiSKYAAAAAKiCZAgAAAKiAZAoAAACgApIpAAAAgApIpgAAAAAqIJkCAAAAqKD9G8QWwPYLv6Z4sdpc/L26vf1e7l0vt+vV7e3v0d1DH5uDv1e3p5+RKQAAAIAKunwD+phpFrZpNTEk7nm6vf1ebuuzOE93jt/T3cLv5V5KO5+DH/f07rF+ppPR+cnU2BmuE5YzbXu6h/4x7qF/yhndt90W/iW5h37PfV7rz/W2cOf4Pd1Dv1e5l9zWhu6x/rW4h37iup2bZEqHk6mSAD/k8sUbxQ2gNMgO3VJZA6xx1zZ+T3fy1+xvb3epv6atL7Xea/vY0F3jJ77kY1H2pdX7kmPr2uMLc/MBAAAATEx3yVRpNpuWPbl2M/s67TCLr/EP11Xy+xL3cBkPd1quxF1yPX3bX7qumjOnobuE5C5dR82yqa68yl67vLe7pt1a7POaPmNR9hyGdWURV6eO696x1cJdgkVc9+zj++ji1QhWHa4GqyA9HCLtwZ3WUeK28Ne4a3k64Gj8ZYjaQLft93IP1zfGb+1O65y7O/3WMrZ5ukvw7ONLjq1LjusW7hPZ3TsmdZJMWVJygLMmJ9i1cEvnN8AWB5ixzMG95MR9Du6SQGvplvIPMlYHmBK3FWs7wOXiHVvnHFe9/XNI3A/R3WU+AAAAAEtWn0x5Z9LW/rGZuae79PfnkVMmi/vTdvm98D4jBdhmTf0hJ14QW/3cLbByrz6Z6p05D4vmsJZyAMA6WEtMWks5vCGZAgAAAKiAZAoAAACggtUnU15PZiS3p1+yfSood12e7hZ4tyWAOdF7fyC22uB9nOTVCE54N7yxUx+k31jf2De24V29dOTr3jxi7XU/wOWLN7p1S9yHUcoc4kvP7rnH1lnEdRFfdrH6kakhlp01N5v1DhTeQboG77rLwfIsq2S/WZ7hebtz6vLqpSOzdp7Wk+NOfis840uJ28pf0n+WFB/mhPdxwTu+WNNVMgUAAABgTReX+YZDozWXQEpnF7e45FU6q7u72+hyW4lbksmQdPE+r3DXzqxeMxxuMat7bT+roTd36uNW+7zEndYxZWy1uuS12LjuGFuXHNdL6/w8QozRdIVTcHx8HE9PT3d+99hD9xxctnSCSIsdUOu28Oc2wNJAY+WWbOrcq74TPbY1b3eOn30uM/9S9vnQP3W5k9szttLW9nPr7ffu/DyE8HCM8XjXd1zmAwAAAKigu5Ep6ZnDwvuyW6ssusTv5d4e7l+je8z+buWf2p3b1rzdVv6SPt7Kvc8/p3qf0j30Tx1Xh+6p/b3G1iXG9ZKRqS6TqSGHrnm3fveFp/uQ39M9hb9H95h7Ozz9uKd3e/rX2s+83Yf8xPXxkEwpP5kCAAAASHDPFAAAAMDEkEwBAAAAVEAyBQAAAFAByRQAAABABSRTAAAAABWQTAEAAABUQDIFAAAAUEEXEx2fh+dLzvb5ebnb9O611/k+f69ub3+v7qn8Xm5e2jm9d597Sj8jUwAAAAAVdPkG9H0ZbJrbp9V8YYf8w3mFepjDyds99O/a3639w3W3Pps7VO9Tt/Xz3K39ad2H9oe1M+HVx73dh9r6lPXu2dZ3+Xtwex5La+IL08no/GRqzMSIu7h88UZ1I8h1W0/Ied5ku/v81pO/Tl32Obhz1lOyzL51SPntPGHh93TnrKdkmfPWU1L2Nezzqdv6cD1SX/Fl6O8xrrdq50wnAwAAADAxXY1MlZwtD6kZnSo9axy6pbJsfg7uGm+pO/lr9net26K9LKnea9va0F/j9qh3i/hS6y71W8UXz77Sa1z3iK1rj+tc5tPuZMoiwCdKGn9tZ9/2l7hr/KWN36rePeu8puyWlw9y3R5tLbklm3ovdXtcmk3LecQXK3fyl/Zxi3r3iC+SX4zxjK01bqu2VuKW2sd1LvOdg0UDWKq7xl+zfK07rcMLT/fVS0dVIxS1XLl+IWt9Ldxj12npzl1n2k7LtpJb715uqaydWrLk+OAZWy1icw1rc3eVTAEAAABYw0s7M0kZ7Ynqn+4rZcxweIsz9eF6Pfye7rFYXWqqYW1nfGOxqvN9r0+YgvMe657C7+W+eunIvf94x9Ye4/pYrEdgrWk6MhVC+OIQwiOD/z4TQvierd98VQjh04PffJ/lNnjvfGt/bmOybHxLc1t3PO+2BDAn1tQfSuKFd3xbg1tqc5zM9VvQNP2PMX5E0mslKYTwLElPSrp/x0//bYzxG1puCwAAAEALprxn6nWSfj3G+BsTOgEAAACaMmUydZekn9zz3VeEEN4XQvjFEMJrJtwmAAAAgComSaZCCM+W9I2S/uWOr98r6QtijF8q6X+T9HN71nF3COE0hHD61FNPjXZ73gjc4pHh3JtDLW8mXZrb+kZa77YEMCfW1B9K4oV3fFuDW/J/tYaVe6oSfL2k98YYP7n9RYzxM4O/Hwwh/HAI4QUxxt/Z+t19ku6Tzl7a2XqD92E5r1EpY9ytnkgaW+7hkzlrcI9lWO9ebeTyxRtuT72k/uHhbzHP29R4PUk3B79nn0nMPbauMa6P5eqlI53IL76cx1SX+b5dey7xhRBeFEIIm79v22zT7060XQAAAABVNE+mQgjPlfS1kn528NmbQwhv3vzzWyU9GkJ4n6R/JOmu2GiOG8+zLm93jb9meYvLbd5150XJI8OWZ/a5U4u0cOecMVuT47566ci0reTWu5db8n+0fcnxwTO2trgVIte/JnfzZCrG+H/FGD8/xvjpwWdvjTG+dfP3vTHG18QYvzTG+OUxxv/DehuGQbm28ZVc3x26aztOqduCpblrDzLDS7ol/poDTM2cZ6ncS02Aa91W9V6CZ7m940ttvZf2cck3rluwNLdVfFlaXD9EFxMdDymdINLiXqkat8VOz50k0vL+sNyyW8wsPnSX7Otad81ExZZuz7Ivpd6tJuxdanxJWPg9Jkr2jK2esW3o94rra4wvTHQMAAAAMDHdjUxJzxyO3s5udw0hWg4H5vpx27u9/dvrPu97S/ec97mVf2x9tqj3ubU12vkZxPX1u638JSNTXSZTQw5d52/9mK6n+5Df0z2Fv1e3t3+O7h7LPIXb29+r+5CffT4eLvMBAAAATEz3I1MAAAAACUamAAAAACaGZAoAAACgApIpAAAAgApIpgAAAAAqIJkCAAAAqIBkCgAAAKACkikAAACACtq/EnXmrOWNrZZ+3pS7Tre3f47uHss8hdvb36v7kJ993pYuX9rJHE7zcHvO2yX1W+9zdlv5z/Pu8zM3Xz/u1v45z0u4VreVn7n5dH4yNaz8fQF2F2mH1DSEGrdlkB/rtijztnvs+nJ/f966SvZ1rXupbS1h4V9KvbPPZeZfyj5Pfov4kpg6tg3X5xXX19jWeAM6AAAAwMR0NTJVks0OqTmLKT1zGrqlsmzeoty17tqzkJp69yi3lbvUX7PPa9y17Xzo93TX+D3dpX6LPl7qTv7a2OrlthhhWWpcnzq+DP0ty83I1B5Ort2sbnhp2eG6cvxp+VJ/WrbUbcHS3DUdTvpsWynd5xbutK4Sd21bq8Gq7LjzlveMLxaxNdc9h7huwdLcVvFlaXH9EF0kUwAAAACt6CqZqj3zW7K7NpMvXf7qpaPqGx2neKx1H0vbb5ZnWrmjBS3cY9dp6c5dp8XZcqk7/dbLLdmMZNbg6baIbaXr8IzrFqzN3f17pnJ5eohQNk/YlTDmOn2Lg8twvR5+T/dYLC471ILbZj27HqVvjac7+T3dJ7J70qwE79jaY1wfi/VJgzWrH5ny3vnW/tzGZNn4ctdlGRBz19XirMu7LQHMiTX1h5J44R3frPA8pkhtjpO5fgtWn0wBAAAAtIRkCgAAAKACkikAAACAClafTHk+CWbxJNs2uTeHWt5Mmrsuz3ehXL54w/xGWu+2BDAn1tQfSuKFd3yzwvOYIrU5Tub6LVh9MgUAAADQEk53M7GcJLKUMe70G+unJMaW++qlo1W5x/J0veuG22O8ly/6uiWfVyRYub1eDeDt9vZbTehew9xj6xrj+liuXjp6+tUZc3xFQlcjU96BwtNd469Z3uKxV8/HZpe23ywPRrkHtxbunCBvTY776qUj07aSW+9ebqnNJfVcvxcWsa10HZ5x3YK1uZnoOIOlT3Ts6a7d7rlOiNnaXepnomMmOi5xM9FxmVvyi48ekw0z0fEz6WpkCgAAAMCarkampPKzKIvr+bluiwx+l39suS3vD8s9g7MYldq1rqnrveQMzqLea9p5wsLv6c7xe7qH/l73+Rr6+Nh1Wca24fq847pHvbdq5yUjU90lU9L+69yH5sWyvCdjl3/YKLb9Ld3bjXFK9/a6z/ve0i2dPw/aVPU+dXubs3sq/5TtfNvt4e/VPfRP3dY945tnXPeML0N/TXwhmdK4ZGqbfZ1wqidLdvmncHuW+9BNl639cyz32tvaHN3e/l7dU/m93J6x7ZDfy73EtsY9UwAAAAATw8gUAAAAwAZGpgAAAAAmhmQKAAAAoAKSKQAAAIAKSKYAAAAAKiCZAgAAAKiAZAoAAACgApIpAAAAgAqmeTXpjJnjm7incB/y9/oG9DW7D3nn4Mc9vdvTv9Z+5u0+5Ceut6XLl3aeN49Rwnqi4Ry/l7uHeQHH7O9W/qnduW3N223lL+njrdz7/HOq9yndQ//UcXXontrfa2xdYlznpZ0AAAAAE9PdyNSYTHYXFmdStW4Lf443ua3O1kvckk2de9V3ose25u3O8bPPZeZfyj4f+qcud3J7xlba2n5KRqa6SqZKG32ipgGWNPhtt1TWAC3K7eVOfs9693DXBJ3SQDcH99Dv6a7xs8/z6bGPJ7dEXC/xtyx3STLVxQ3oFp09LXui/AY45kbQMW5JOlFeA/R219T39rpKym3hT+uasuxXrl94utPnlj0tX+OWzoJOidvCv+teKty7sWjrw31e4rbwe8S2oVtaVlz3jK1Ljuupn5XE9UNwzxQAAABABV0lU1bZtJR/VmLpzuXK9Quu/lq86y6Hk2s3Tc+YS/xWeLtz6jKdLVu0lbSeHLfl2XpaZw7ebsuRiqXF1qXifVzwji/WNL/MF0L4uKTfl/Qnkm5uX28MIQRJ/6ukOyT9oaTvjDG+t/V2lVI6HG7pHzMkbNnwdq3Xw5/j9g5ySwpSa3GvgTnEl17d0rjLbS1j6xLiOvFlN1PdM/XVMcbf2fPd10t69ea/vyzpRzb/BwAAAJg9c7jMd6ekfxrPeI+kzwshvNhq5a0y+bFuT79km8nnrsvT3QLvtgQwJ3rvD8RWG7yPk1buKZKpKOmdIYSHQwh37/j+pZJ+c/DvJzafAQAAAMyeKZKpr4wxfpnOLuedhBBuL1lJCOHuEMJpCOH0qaeest3CFeN1D4I1aykHAKyDtcSktZTDm+bJVIzxyc3/PyXpfkm3bf3kSUkvH/z7ZZvPttdzX4zxOMZ4fMstt7TaXAAAAIAsmiZTIYTnhhCel/6W9AZJj2797AFJfz2c8eWSPh1j/ITVNkwxW/Qht7V/7FmEp7v09+eRU6bLF2808Xvh6QbYxZr6Q068ILb6uVtg5W5dghdKuv/s7Qc6kvTPY4y/FEJ4syTFGN8q6UGdvRbhcZ29GuFvNN6mKlrMdp7LEtxXLx253VTo7ZbOHrH2urHz8kVft1R/U2tJwPZ0p+W83FZ4+q3mqqth7rH16fjSaWxNb6r3vml+F01bTozxY5K+dMfnbx38HSWdtNyONRzgaoJc7UHG023h93LXUpK4Wwa73IObdaD1dOf4WxzgsstuGNtK3JLfAc47thLX69bhQYvEfQ6vRgAAAABYLN0lU7XZeMn13fR7i/t4St3Jn0vNbPIW7tLLqhbX4YfuEr/FmV8JyV1zuap02VRXXmWvXd7bXdNuLfZ5TZ+xKHsOw7qyiKtTx3Xv2GrhLsEirnv28X2Es6tsy+L4+Dienp7u/O6xh+45uGzuLOc1jW5O7qF/7NCs5f1hvdZ7rnvo99zntf6S2d2t3Tl+T/fQ71XuJbe1oXusfy3uoZ+4bue+9fZ7d34eQnh4e0q8p7/rLZmSyu5tsLy+muvHPb3b2+/ltr6PwNOd4/d0t/B7uZfSzufgxz29e6y/JJnq7jIfAAAAgCVdjkxts53dTv14rKe/V7e338u960yuV7e3v0d3D31sDv5e3VZ+LvOpLJkCAAAAkLjMBwAAADA5JFMAAAAAFZBMAQAAAFRAMgUAAABQAckUAAAAQAUkUwAAAAAVkEwBAAAAVDDt27RmyHmvo2/5wjFP9yH/FC9ZO1T2tdb5nN3eftzTu739Pbo9Y6vX8WQKv/exVGJkCgAAAKCKLt+APna26eEs05Jddjtmlm/rmcW33YfWO+Y3te4xZfd0W/lzpjZoUe/b/l1lb93Oc9xW/rH13mLqi11nyXOv9xbusW3dyu/Vx7f9xPXdWMf1Me182z3Wz3QyOj+ZGrvjt7FoCGM62yG3hT93+doOWFrfkm+dJ7+FW8orQ1rOyl3Szq38nu6c9VgdaOYQX0rdVv6Stm7hLu3jFm5p+rheU3clx4J97qXE9Zz6JpnS4WSqtMMlahq/lbum05U23prla5KZRE1SY1HvHnVes46aQCfVt/Ma99A/deJfu47atu5Z7xZuj7aell1yfJGI67ne1m7m5gMAAACYmC6e5hvzVMsYrly/sPMejyn8KQs/UV42XzucK332zCV3XbVnbYkr1y8UlTstW0vpGZzlvQG566opd1r28sUbxe2n1l/SzxI19X710lFVf/Uot0VbH+7zEnctJfVuGddPlD9CZBHfeo7rJe6EZ1zfR1cjU1YNQMrvyJZumI7c/XZy7abpAaZmGLyWkrJbunPqMgVli8CY1pPjtjzApHXm4Om2qvfkJrb2gXd8saaLkSlLSs/gLP1jzmIsG96u9Xr4c9zeAXaK95rsw7Ps3vW+dOYQX7zctaOCNeSMELWMrUuI68SX3XQ1MgUAAABgzeqTKa8zneT29Eu2IyRT3rfTcl2leLclgDnRe3/wjG+ecd0a7+OklXv1yRQAAABAS0imAAAAACpYfTLlPYTpzRyGwy3wuil2LvTejmF+9N4m1xKT1nKMKIVXIywAy0eGE2M7cAt3bqezDjY5Zbp88UYTPwD40yKuesZWr/d7JXJjq5d7ziy/BBPTYhLeXJbg9nzM2dst2bxUr9R/ohtuN+yn/lHrr3l5ZW29l7adyxfr6917tKN2PsoavPrMkLnH1mF88cA7tqaXq87hgaRtGJkCAAAAqKCLZCoNI9ae9dUsb+EuXUfto6c1y1tcbvOu91Jqz+BSvXudLeeOUlhvZ87wf4s6ynG3KHvOb71ftGnR1ktZenwhrk+7bFreut+GGKPZyqbi+Pg4np6e7vzusYfu2bucxazuFrPR5/prZnTfdtdMT1LrnrrcQ3/JPq+9pFuTCFnVe025S93JX9PPat2e+2xp8SW5penjy3AdS+3jCeL6OJYQX269/d6dn4cQHo4xHu/8rqdkSspvBBY7fg7uoX/suiwnguy13kuCVot6Hxt41lDv22fbuVN0WLnn3s6Hfs/4YuFfUr0T12Xib+kuSaa6uMwHAAAA0IruRqaG5Fwv9nzNgKW7ZEb43twt7r/psa15u3P87PN1uD39S4lvnu6ltDUu8ykvmdrGcvizxJuY0t+r29tveYkDd77f0+3h79FNfOnPPfTXeEmmVJdMAQAAQN9wzxQAAADAxJBMAQAAAFRAMgUAAABQAckUAAAAQAUkUwAAAAAVkEwBAAAAVEAyBQAAAFAByRQAAABABdO/BnhmnPc6+lZvbx3zGnxPt7e/R3fLNwV7lnuMH/f0bm9/j33c2+3tX2NsTXT5BvSxs00PZ5mW7HZI8nu6D/mtZzXPcQ/9Lco81m3l93SX+nuq9xb9jPgiF//S6n3q2Ep80Wg/08no/GTq5NrNg5W+D4uGMKazHXKX+scGmbW5h/7SfW6xv0v8Xm6rgFtS79buHL+ne+hf+j736OOl7qG/Nr5IfcVWC7fHsTT5z3MznQwAAADAxHQ1MlV69pKoyea93VJZFj9015zB1Ja9tMwe7qHfYp8vqewWbs9yz6GflbqXGl+G/tK+tvS47hFjeo0vY9yMTO3h5NrN0TfnHaJ051m5S/yps9c0vLR8bjks3MlfWoe1bqm8/Vi4k7/EbVX2EmrbW3JPXe+lfcwioVhqfLGgtt6ndie/RWzziq2l7uGytSwxru+ji2QqYXVwk/Ibgae7NyzrJ3e/WXbQkoDlXXarIOvtLjnILN2dKHFbnjgsqey94R1fvNxjaJZMhRBeHkL4lRDCh0IIHwwh/K0dv/mqEMKnQwiPbP77vlbbAwAAANCCli9fuCnpv48xvjeE8DxJD4cQ3hVj/NDW7/5tjPEbGm6HKSmj3X68dhctznKuXL/g5h6u97xr3S38Y91SmzOPk2s3R1/jb+Efi6cbls3Y+OLtto4v3nE9rdcjrg7X6xFbveO6Fc1GpmKMn4gxvnfz9+9L+rCkl7by7aP3YVvLxpe7Lk/32ui9HcP86L1NElvXgVU7nuSeqRDCKyX9RUm/uuPrrwghvC+E8IshhNdMsT0AAAAAVjR/x3oI4c9I+hlJ3xNj/MzW1++V9AUxxj8IIdwh6eckvXrPeu6WdLckveIVr2i4xQAAAADjaToyFUL4HJ0lUj8RY/zZ7e9jjJ+JMf7B5u8HJX1OCOEFu8uNuP0AACAASURBVNYVY7wvxngcYzy+5ZZbRm/DFHPyzBmv+x+sWUs5Sum9HcP86L1NriUmraUcpVi145ZP8wVJPybpwzHGf7DnNy/a/E4hhNs22/O7rbbJgssXb4xufFcvHZkHnCW4S39/HjllytlPOf6x9B6gAHLJ6TMtYhuxdXxs9XTPNba2PLX4LyV9h6QPhBAe2Xz2P0l6hSTFGN8q6Vsl/c0Qwk1J/7eku+ISX8kOAAAA3dIsmYox/jtJ4Zzf3Ctp93vbZ47nEPcS3FcvHbk97ePtlvyedLp66UgnumHyhE7JGWBapta/NHdabsnutJ4lxJc1+se4ZxFfOnSPoYuL3k83wMqDTGmgszjA1Qxt1h5kPN0Wfo+5+azcUlmAt0osctzWwc7TneNvcYCbuuy1sU2avo97x/W0LHG9fB2esdU6ce5qOhmp7sxPqrteXnq9t2YizuHvl+guTSiG+6l2n5cwdNfWe6m7lJr7ElK91wbqkjJYukv9Xu60fO39JDVtZ+o+XuseLldS75Z9vNe4not3XD9Ed8kUAAAAgCVhifd7Hx8fx9PT053fPfbQPQeXHQ6HjxkmrMng5+Qe+scOj1qcMW67x/rXUu+57qF/6n2+fcY2ZdlbtfWe3NuX+nL2uWd8sfAvqY8T12Xib+m+9fbdt3KHEB6OMR7v/K63ZGpIzn0G1tdXl+BudTPmGP+a6tvb36s7x88+X4fb2+8R23LcLfxzr+8SN8mU8pIpAAAAgCElyRT3TAEAAABUQDIFAAAAUAHJFAAAAEAFJFMAAAAAFZBMAQAAAFRAMgUAAABQAckUAAAAQAUkUwAAAAAVkEwBAAAAVNDmvfYLYe6v/l/btAM5/l7drfxz3+etvL26aWu45+hfozvR5XQyYydItJ74dds/tXvsRKie7hb+Urdnuadsa9t+a/cY/1omG/Z2D/1z3uetY8wS4ouFO8c/l7jeoq2NdY/1M50MAAAAwMR0NzJ1cu3mqDO2bWqz6pyz1X3uUn+v7qF/ifu85gzOot4t/KX1PnXZrUaIvOJLcks+/Sz56eP57lJ/r+6hv1V8KRmZ6iqZKg10iZpG4O2Wyhre0F3T6WrLXlpmD/fQb7HPl1T2pbuX3MeXGl+G/tK+tvR694gxxJf97pJkqosb0MfemHceV65feMZ157H+mh2f3NIzr3tP6T5RXuO3cCd/rnu4rIVbyg86FmWXzupxSW4rf+q3U5a9pI/PIb5YuKWy+GJBTb1b9HHvuO4RW0vdw2Vr/V5xXSqPL/vgnikAAACACrpKpqzO1iW7M7KluZeA976xPFvPbbOWZS9xl2zzHN1Xrl/IrsuluxMlbsuRUO/+C/tZy76x7C+JLi7zWZIzHN6i4Y0dkm7V6McOjbbw5wzLtugsOZe8WvjH4umGZVN6yWtqt3V88Y7rab0ecXW4Xo/Y6h3XrVj9yFTvZxqWjS93XZ7utdF7O4b50XubJLauA6t2vPpkCgAAAKAlJFMAAAAAFaw+mWo9H8/c8br/wZq1lKOU3tsxzI/e2+RaYtJaylEKr0Zw4vLFG6Mb39VLR+YBZwnu0t+fR06ZcvZTjn8svQcogFxy+kyL2EZsHR9bPd1zja0kUwAAAAAVkEwV4jnE7e0e4/feRk+3t9/qzC13Pclt4S9Zh6W71G/lzm1Dlvvcu/16++fspn7my7y3zoi0E050w2wOp1y/l3u4rMV8ZVO7Lfwec/NZuaWyIGJR76VuK3LcVy8dmT+qP9b/dHxxelWARdlrY5s0fR/3jutpWeJ6+To8Y6t1bGNkCgAAAKCCEGP03oZsjo+P4+np6c7vHnvonr3L1UyMWTNKMHSX+GtmNe/ZPfSzz/PdNWduNROx1p419uyWltnWSt1DP328D/fQ32qf33r7vTs/DyE8HGM83vldT8mU9Myh+PN2hsWOn4N76B/bAC0Oqtvusf5W9Z5T50t3D/05dW41/F1a9qnb25rcQ//U+7zX2OoZ24b+ucf1JcVWkimdn0wNGXOfQat7Rubu9vb36m7hz7mfZk3uHL+nu4V/Ce5e+/ja4kuOfynukmSKe6YAAAAAKuh6ZAoAAABgCCNTAAAAABNDMgUAAABQAckUAAAAQAUkUwAAAAAVkEwBAAAAVEAyBQAAAFAByRQAAABABSRTAAAAABW0ebf7QljT6++t3d7+Xt2t/L3u87nXOW3NnrnX+xr3+Vj/Gt2JLt+A7jUR6VwmOj5vnWN/V+M+VPYlTYiZ4z5vXTm/zfX3PNHx1PXe60THQ/eYdVrW+1wmOj7P3XIy8/PW2TquL2Wi4zFe3oAOAAAAMDFdjUzlnLFtU3sGl5NF73OX+mvOAGvPHj3LPfR77/Ml1nvNmWNtvde6a/ZZrdujrSW31Fd8Ga7Du4/3VO9rj+uMTI2gpPKHy51cuzn62vSudZT4h8uUuqWyhjtcJtdd0+HSMqX7a7ifavd5qV86q7/aei91S3X1XtLWrOq9xl1Td1cvHRX38dJESqqPL8m9xPiSlqtx9xbXa5OhOcSXUrdnXD9Ed8kUAAAAgCVdJFM1Zx1DarLp2my4NJtPZ+q1Z+uly9echQzXUXPWaOEu8be4qXcsFvVe6k5+C/dYv0X/Ll3nHOKLhbs0vlhQeqnJKraW4BnXpbq4PFzeK754xnXJrt8mmidTIYQ3hhA+EkJ4PITwlh3fPyeE8FOb7381hPDKVttiObzXIngvwb0EvPeN5QGm5l6IWnL7S82lplq3VH9wqV2PVblLDjKesc2q3pPbu//Cftayb1pc6mv64oUQwrMkXZX0tZKekHQ9hPBAjPFDg599t6TfizF+UQjhLkk/JOmvtdyuGtJO2H7McxctGt6V6xfc3MOzmDGPPVs32LFuqU1nybkfp/U7TQ7R6p4AWD9j40sLckZJrOPbHOL6ic5/8CInBubgGVu947oVrUembpP0eIzxYzHGP5b0dkl3bv3mTkk/vvn7pyW9LoQQGm8XAAAAgAmtk6mXSvrNwb+f2Hy28zcxxpuSPi3p8602oPdhW88REkvmfEYyBb23Y5gfvbfJtcSktRwjSrFqx4u5AT2EcHcI4TSEcPrUU095bw4AAACApPbJ1JOSXj7498s2n+38TQjhSNLnSvrd7RXFGO+LMR7HGI9vueWW0RtA1r2Os0ev+zjmQu/tGOZH721yLTFpLceIUqzacetk6rqkV4cQXhVCeLakuyQ9sPWbByS9afP3t0r613GJr2UHAACALml6ahFjvBlCuEfSOyQ9S9LbYowfDCH8gKTTGOMDkn5M0j8LITwu6YbOEq7ZknM2YvFm31J/C3fu02wnumF6X0HOGUSqJy9/7Zu4a7h80bbeoR88R1tyYlXp+5H2MYe4PiZeDN2W8SU3tq4prlvR/J6pGOODMcb/LMb452KMVzaffd8mkVKM8f+JMX5bjPGLYoy3xRg/1mpbLAOF5xB378Pr5+G9bzzfuWNZ9tz+cvXSkS5fvGHSz0rWYfWOotL1WJW7ZG5Cz9jm/W41S4ith1nLvmlx0rCYG9BrsOqgpTsgHWRq3SXrqJlrLFGzvMXBtWbiWyt37WSgNZS4rZIar3pPbs/3euW4veOLhbs0vlhQOsOAVWwtwTOuS/VJbM1clkuP65J94t5FMgUAAADQiu6SqdKMNi1Xk82WZvPDZaxm+y5ZJtc9/H1puWvOGpO/dp+X+qXys8eaM06rei+djd6i3mvctWfrpX28ZqSiNr7UXGL1ji8Wb/XuLa4Pf7/U+FLq9ozrhwhLfHDu+Pg4np6e7vzusYfuOXf5YUM670Y2q0Cz7Z3avcu/b51jf1fjPlT27cZuWe85dW7tHjtVhIV3e51jbtgcHlgs3WP8Ldv61PXuWe6h33ufT1nvnrHVM7bt8nvFdc/Yar2/b7393p2fhxAejjEe7/quu5EpAAAAAEu6HJlKjBnqbPX0wtzd3v5e3a38ve7zudc5bc2eudf7Gvf5WP9S3CUjU10nUwAAAABDuMwHAAAAMDEkUwAAAAAVkEwBAAAAVEAyBQAAAFAByRQAAABABSRTAAAAABWQTAEAAABUQDIFAAAAUEGb15EuhDW9sdXa7e3v1d3CnzOp6ZrcOX5Pdwv/Ety99vG1xZcc/xrdCUamAAAAACrobjqZpcwubu0e+sfMJj/0Tz27+NBt4V/izOYW7qE/p86tzuBazuqO+3z/1Pu819jqGduG/rnH9SXFVubm0+FkKrfRDaltgLkdbpe71N+re+hnn+e7a4LdybWbRXWe/LjL3NIy21qpe+inj/fhHvpb7XOSKZ2fTJUGOqmuEXi5axr9HNxDv5e7JthMXe6h28Jf6q7xzsEtTd/HPd21sU3yaevJ7xlbietl1PTx1m4mOgYAAACYmC6e5rM6Y71y/cIzrr2O9Vu4pWde+81ZdonutI4St4X/yvULOlHZWbNVvZ8o/wzOot6ls7bb+imYQ25pXL3nPL2W4/dy52DhL+3jFrEt+Uvcadmp3cNla91Sv3G9JLZZ+Gvi+j4YmSrEM4B6u8f4vbfR0+3tt0qkcteT3FaBtmQZK3ep38qd24Ys97l3+/X2z9lN/cwXkikAAACACkimMsk5a21xFrEEd+nvzyOnTFajFNv+sVi7AdZOTp9pEduIreNjq6d7rrF19cnU3IcGWzPXhpfLWspRSu/tGOZH721yLTFpLeUoxaodrz6ZAgAAAGgJyRQAAABABatPprwe654LpY/8WqzL0702em/HMD96b5PE1nVg1Y777g0F5DS8tJMs7y0Y62/hHq53zO+83NJn68nyfoBcv9e9CJ5uWDaeB9bc2OoRV5Nb8omt3nFdso8v3nHditWPTA2xDBSeZ2W9nxGeh/e+sfJfvngju81alr3EXbLNc3SXTHWxdHeixG3lt+w/pX7Yz1r2TYuThq6SKQAAAABrukjDrYZGS7PZq5eOdKK6odFat1Q/IWbumYGFO/lLz0pqh6Q93YkSv9VwuGfZPdwl/WwW8WXB7lL/0/XuHFs9Jnj2jOvDZZccW61H2UKM0XSFU3B8fBxPT093fvfYQ/ccXLZ0uo2ahpe8iVx/zYzuPbuH/iXu85rOblHvFv7Sep+67BZtLbk92lpySz79LPnp4/nuUn+v7qG/VXy59fZ7d34eQng4xni887vekilpfEPYPmOxymTHNIQW7u0zyH1+T3cLf6nbs9xTtrVtv7V7jL9lvffkHvrnvM9bx5glxBcLd45/LnG9RVsb6x7rL0mmuGcKAAAAoIIuR6YSY671t3p6Ye5ub3+v7lb+ue/zlk8J9eimreGeo38pbi7zKS+ZAgAAABjCZT4AAACAiSGZAgAAAKiAZAoAAACgApIpAAAAgApIpgAAAAAqIJkCAAAAqIBkCgAAAKACkikAAACACkimAAAAACpoN4/CAhj7+n3J/jX4S3Av5dX/Vs5Wbm9/r+4cP/t8HW5v/9ynVGnhn3t9t3Jv0910Mjkzuku2s7p7uof+Me6hf8oZ3bfdFv4luYf+qfe59azyOWVv1dZ7cm8fWHL2uWd8sfAvqY8T12Xib+lmbj4dTqZyG92Q2gZYclDddpf6e3UP/b3u85pyl7qTv8Sd/DWBtkd3TVtLbok+Xuou8S85tq59nzM3HwAAAMDEdJdMlZ41puVOrt3Muk67vY4S/3CZXHftGau3e1jvue6as5ea5ZI/raO23kvdpZRuc3LXjM4kf0kZLN2lfi93Wr7GL9W1nan7eK17uFxJvVv28V7jei7ecf0QXdyAXlv5iSvXLzzjvpKxfgu39Mz7WnKWXaI7raPEbeG/cv2CTlR2KcCq3k+Uf/nHKmCcXLs52l2bxO1b3xi/tTutc+5uK39pH7eIbclf4k7LTu0eLlvrlvqN6yWxzcJfE9f30WRkKoTw90IIj4UQ3h9CuD+E8Hl7fvfxEMIHQgiPhBB23wQ1U1oE0KW4x/i9t9HT7e23SqSmPuuck3vq0cQ5uNN6vNuvt3/ObupnvrS6zPcuSX8hxvifS/r3kr73wG+/Osb42n03dQEAAADMmSbJVIzxnTHGlEa+R9LLWng8yDlzbHEWsQR36e/PI6dMVqMU2/6xtLouD7BWcvpMi9hGbB0fWz3dc42tU9yA/l2SfnHPd1HSO0MID4cQ7m4hn/vQYGvm2vByWUs5Sum9HcP86L1NriUmraUcpVi14+I7r0II75b0oh1fXY4x/vzmN5cl3ZT0E3tW85UxxidDCH9W0rtCCI/FGB/a47tb0t2S9IpXvKJ0swEAAABMKU6mYoyvP/R9COE7JX2DpNfFPW8GjTE+ufn/p0II90u6TdLOZCrGeJ+k+6Szl3aWbjcAAACAJa2e5nujpL8t6RtjjH+45zfPDSE8L/0t6Q2SHrXeltbz8cyd0kd+Ldbl6V4bvbdjmB+9t0li6zqwasetesO9kp6js0t3kvSeGOObQwgvkfSjMcY7JL1Q0v2b748k/fMY4y812h4zchpe2kmW9xaM9bdwD9c75ndebumz9WR5P0Cu3+teBE83LBvPA2tubPWIq8kt+cRW77gu2ccX77huRZNkKsb4RXs+/y1Jd2z+/pikL23hBwAAAJiKrqaTsTzryh0a9HT3hmX95O63q5eOzPyXL94o8ltR4i7Z5jm6SyYdXro7UeK28pf0H2LrdHjHFy/3GLpIpqwOcKU7wMpd4rc4yJQGeKsDXIl7uGwtpe3H8gBT4rYqewm17S25p6730j6WtnNqd/LXUhNfLKit96ndyW8R27xia6l7uGwtS4zr+wh7HrSbNcfHx/H0dPfsM489dM/BZUun2xgG+FJK55IaNpwSf83ElEt2D/2l+9xif5f4vdwWdT70e7pz/J7uoX/p+9yjj5e6h/7a+CL1FVst3B7H0uQ/z33r7ffu/DyE8PC+2Vq6GJkCAAAAaEV3I1PS+Kx6eyjRakhwTFbd2n3Ib3W2WOIe+luUeazbyu/pLvX3VO8t+hnxRS7+pdX71LGV+KLR/pKRqS6TqSHnPWLa6obEMY+2erq9/T26W9786lnuMX7c07u9/T32cW+3t38psZVkSvnJFAAAAECCe6YAAAAAJoZkCgAAAKACkikAAACACkimAAAAACogmQIAAACogGQKAAAAoAKSKQAAAIAKSKYAAAAAKmj3+tsFkt6i2vKtwIe8iSn9vbq9/UO3Z7l7cg/9nm4Pf49u4kt/7qF/am/Xb0Af+/p9yX7HeLlzvL26W3TCHtuatzvHzz5fh9vTv5T45uleSltjOhmdn0yNnQwzYTk5pKd76B+7LssMv9d6Lzkrb1HvY8otraPec8+MLc+k59LWcve3Z3yx8C+p3onrMvG3dDOdDAAAAMDEdDUylXuWvs3lizeKs+mSs8ahN1HirzkDrD179Cz30F+yz2vP2k+u3TRpLzX1XlPuUnfy1/SzWrfnPltafEluafr4MlzHUvt4grg+jiXEFy7z6fxkqnQHSOWNoDbIWrhzl7NYR22AT5QEPGt3qd/iklFJoKwpc6Lk4G7R1mvdVpcPPOq99OA+h30+dVufSx8nrpfhHdetk6kuLvOdXLtpEmxqlrdwl67j6qWjqkBXs3zNdg/X4bFs7fK1B/VU77k3l1px5fqFLLf1dqZ+6+HOWWfOdlq7028tEqkS0oiSRVsvZenxhbg+7bJpeet+20UyBQAAANAK3jOVScqIT1R+f0MtNfcXWLil/CekpmQObs/94zVKIdWfMQ7XM7wEMgarOk/ryW1HFmVP68gtuxVXrl9wi23DUdheY+uc46q33zu2nQcjUw1pMfw/tjG1cOcGGeuGn1Mmi2HoXX4A8KdFXPWMrbmxqsX7mnJiq5d7zqw+mVrDTqrB6yzLmjmfkUxB7+0Y5kfvbXItMWktx4hSrNrx6pMpAAAAgJaQTAEAAABUsPpkynMI0+KR4Vosh+Jz12V5E63XDblDvNsSwJzovT94xjfPuG6N93HSyr36ZAoAAACgJf7p/cLwHiEZ+4bi0se7x653zO9c3TrbT94vM/Tg8sUbbuVO/WMtN+dOzRziixeeIyQ5b+P2jK2ziOsivuyiq5Epy0CRe6D0DpJQRsm7jqySqJJHhi0TOK/3PCV3Tl2m5N3iIJPWk+O+euloNfGlZDoZq4N7Sf8hti4T7/hiTRcjU1bZfOkOsBilKZ2zy+JFeKXLW40QlcwX9vQ+NziL8pi8tdZfcwZnMRFpzehYbaCzmmC6BI9ypz5utc9L3LWUrMMyrpe0F4tRmp7jeok7YTH6bn3loKuRKQAAAABrQozRexuyOT4+jqenpzu/e+yhew4uWzrrdOkZxC53bkZtMVKQ/KUzwpe6a2b59qzz5LdwS2Uzo1u5S9q5ld/TnbOe2na+az1e8aXUbeUvaesW7poRuSXG9Zq6qx01X2Jcz6nvW2+/d+fnIYSHY4zHO7/rLZmSxjeE7aFvy3thctyWw5FjOqBVgDu03jFl93Rb+bcvQRxaZ4t63/bvKnvrdp7jtvKPrfec/VPqluZf7y3cY9u6ld+rj2/7ieu7sY7rY9r5tnusn2RK45KpIeddb2/5RJan+5B/iqfQDpV9rXU+Z7e3H/f0bm9/j27P2Op1PJnCb+0uSaa4ZwoAAACggu5HpgAAAAASjEwBAAAATAzJFAAAAEAFJFMAAAAAFZBMAQAAAFRAMgUAAABQAckUAAAAQAUkUwAAAAAVtH8d6wJoMbXBUvy9ur39Xu5dbwru1e3t79HdQx+bg79Xt6e/y5d2jplmYZtWcxnhnqfb2+/ltg48nu4cv6e7hd/LvZR2Pgc/7undY/28tBMAAABgYrobmRo7w3XCcpZvT/fQP8Y99E85o/u228K/JPfQ77nPa/253hbuHL+ne+j3KveS29rQPda/FvfQT1y3c5eMTHWVTJUE+CGXL94obgClQXbolsoaYI27tvF7upO/Zn97u0v9NW19qfVe28eG7ho/8SUfi7Ivrd6XHFvXHl+4zDeC0h2Qlj25djP7Ou2w4dX4h+sq+X2Je7iMhzstV+IuuZ6+7S9dV01nH7pLSO7SddQsm+rKq+y1y3u7a9qtxT6v6TMWZc9hWFcWcXXquO4dWy3cJVjEdc8+vo/ukikAAAAAS5olUyGE7w8hPBlCeGTz3x17fvfGEMJHQgiPhxDe0mJbLLLZWizOeD1GGrzdaR0ey1osX+vOPWOvPWvc9nu50/rGrtPanbNOi1HQUnf6rWU7LXF79xOv5Ynr5Xi3Get+2/oFDP8wxvi/7PsyhPAsSVclfa2kJyRdDyE8EGP8UOPtKubp4UmVX2ev5eTaTVe3dP617hYHt7HMwe0dKJbuvnL9wp+6t2JqtyQXf6nbipJ6t3SfyO7m6BK8Y+uc46q333tA5Dy8L/PdJunxGOPHYox/LOntku60FHjvfGv/2Mbk6S79/XnklKnF2bJ3WwKYE2vqDznxgtjq526Blbt1MnVPCOH9IYS3hRCev+P7l0r6zcG/n9h8BgAAALAIqpKpEMK7QwiP7vjvTkk/IunPSXqtpE9I+vuVrrtDCKchhNOnnnqqZlVdMedh0RzWUg4AWAdriUlrKYc3VReHY4yvH/O7EMI/lvQLO756UtLLB/9+2eazXa77JN0nnb1nKm9LAQAAANrQ8mm+Fw/++c2SHt3xs+uSXh1CeFUI4dmS7pL0gOV2eN1MmNyefsn2RtbcdXm6W+DdlgDmRO/9gdhqg/dx0srdsgR/N4TwWklR0scl/deSFEJ4iaQfjTHeEWO8GUK4R9I7JD1L0ttijB9suE0AAAAApjRLpmKM37Hn89+SdMfg3w9KerDVdljjncWPnfog/cb6KYmxWfzVS0e+7s0j1l73A1y+eKNbt8R9GKXMIb707J57bJ1FXBfxZRfer0aYFMvOmjs06B0ovIN0Dd51l4PlkHXJfrMcLvd259Tl1UtHZu08rSfHnfxWeMaXEreVv6T/LCk+zAnv44J3fLGmq2QKAAAAwBr/u/gmYDg0WnMJpHR2cYtLXqWzuru7jS63lbglmQxJF+/zCnftzOo1w+EWs7rX9rMaenOnPm61z0vcaR1TxlarS16LjeuOsXXJcb20zs8jxLi8twwcHx/H09PTnd899tA9B5ctnW3bYgfUui38uQ2wNNBYuSWbOveq70SPbc3bneNnn8vMv5R9PvRPXe7k9oyttLX93Hr7vTs/DyE8HGM83vldb8mU9MwzmX07xGrHl/i93NtnqGt0j9nfrfxTu3Pbmrfbyl/Sx1u59/nnVO9Tuof+qePq0D21v9fYusS4XpJMcc8UAAAAQAVdjkwNOXTNu/WLxDzdh/ye7in8PbrH3Nvh6cc9vdvTv9Z+5u0+5Ceuj4fLfMpPpgAAAAASXOYDAAAAmBiSKQAAAIAKSKYAAAAAKiCZAgAAAKiAZAoAAACgApIpAAAAgApIpgAAAAAq6GKi4/PwfMnZPj8vd5vevfY63+fv1e3t79U9ld/LzUs7p/fuc0/pZ2QKAAAAoIIu34C+L4NNEyW2mnz1kH84SWMPE2LuWvd531u6pcP7u7X/0P7u2T2Vf8p2vu328PfqHvqnbuue8W0ukyx7Hktr4gvTyej8ZGrMLNO7uHzxRnUjyHVbz26e/GPLbTmz+7DsY9aX+/ux65q63nPrfOivcde084SF39Od4/d0D/297vM19PGx67KMbcP1ecd1j3pv1c5JpnQ4mSrp7ENqEqrSQDd0S2UNcA7u2u2uqfea/e3tLvXXtPUad21bG/o93TV+T3ep3zO+JH9tbPWO617xceo+7u1O/pbxhbn5AAAAACami5EpizOnRMkZXO2Z07a/xF3jLz2TsBrOLjl7s6rzmrIv2Z38U4/OzMUtlY0OLdmd/FPHl7m4pbIYY3Vpdklx3aqtlbil9nGdkalzsGgAS3XX+GuWv3rpqPra+FSPtu5iafvt0GPZJf6c9bVwj12npTt3nWk7LdtKbr17uaX6+FKLOD7a/wAAF/tJREFUp9sitpWuwzOuW7A2N++ZyiTthBPV35Beysm1m+e6Wxxchuv18Hu6x2I5ClkKbpv17HsaqCWe7uT3dJ/I7uboErxja49xfSzWJw3WdDUyBQAAAGDN6pMp70za2p+bmVtm8rnrsjy7zF1XiyFs77YEMCfW1B9K4oV3fLPC85gitTlO5votWH0yBQAAANASkikAAACACkimAAAAACpYfTLl+Vi9xWsBtsl90sbyyZzcdVleB89d1+WLN8yfSvJuSwBzYk39oSReeMc3KzyPKVKb42Su3wIidCaW8xqVMsadfmN9Y9/Ycl+9dLQq91iernfdcHuM9/JFX7fk84oEK7fXqwG83d5+i/lPa5l7bF1jXB/L1UtHT786Y46vSFj9yNQQ70Dh6a7x1yxv8aSG55MeS9tvlgej3INbC3dOkLcmx3310pFpW8mtdy+31GYUONfvhUVsK12HZ1y3YG3urpIpAAAAAGu6SKaGZ7i1mXzJ9d2hu9Sfli11W7A0d+0Z+/CSbonfwp3WVeKubWs1WJUdd97ynvHFIrbmuucQ1y1Ymtsqviwtrh+ii4mOh5ROEGlxr1SN22Kn5051Ynl/WO6EnlaTJKd1lezrWvdS21rCwr+Uemefy8y/lH2e/BbxJTF1bBuuzyuur7GtMdExAAAAwMR0NzIlPfOmwe3sdtcQouVwYK5/re7tdZ/3vaVb6rfe5+y28p/n3edv4d7ln1Od9+pu7feMb3Ou9yXE9ZKRqS6TqSGHnqRo/Ziup/uQ39M9hb9Xt7d/ju4eyzyF29vfq/uQn30+HpIp5SdTAAAAAAnumQIAAACYGJIpAAAAgApIpgAAAAAqIJkCAAAAqIBkCgAAAKACkikAAACACkimAAAAACpo/xavmbOWl4xZ+nm52zrd3v45unss8xRub3+v7kN+9nlbGJkCAAAAqKDLN6DPbQ6nXudRWsMcTqV+5u3a7bbyj63PFvU+t7ZGOz+DuL5+t5Wf6WR0fjI1rPx9k5/uIu2QmoZQ47YM8mPdFmXedo/1DztArf/k2s2ifV3rHpY5Zz1pOa+2lrDwL6XeS/fVofUsKb4kLPwlbd3KLU0fWz1j29DvFdfXGF+YTgYAAABgYroamSrJZofUnMWUnjkN3VJZNm9Rbi938tfUu0e5k9uivUxd7zVnj7XtfOivcXvUu1U/q3GX+i36eOnyaR21+8wrrtfGNqmvuG4xOtU6rs9mZCqE8FMhhEc2/308hPDInt99PITwgc3vdmdHBpxcu2lyUL9y/cKfWleOPy1f6k/LlrotWJq7NtClZUv3ec0w9nDZErdFW6vBot5Lsar3EjzL7R1fauu9tI9LvnHdgqW5reLL0uL6IZokUzHGvxZjfG2M8bWSfkbSzx74+Vdvfrsz27OkNlgt2V3b+JZ6YK7F03310lHVCEUtuQfXFu6x67R0567TIsCXutNvvdxSWTu1ZMnxwTO2WsTmGtbmbtoDQghB0l+V9DUtPQAAAABetD6d+CuSPhlj/Oie76Okd4YQoqT/PcZ4X+PtqebpIULZPGFXwphLSC3O1Ifr9fB7usdi8SReLWs74xuLVZ2n9Xi0o1R/ux7jn8rv5R5e6us1tvYY18diPQJrTfFlvhDCu0MIj+74787Bz75d0k8eWM1Xxhi/TNLXSzoJIdx+wHd3COE0hHD61FNPjd5O751v7c9tTJaNb2lu647n3ZYA5sSa+kNJvPCOb2twS22Ok7l+C4rT/xjj6w99H0I4kvQtkv7SgXU8ufn/p0II90u6TdJDe357n6T7pLOn+Qo3GwAAAMCUlu+Zer2kx2KMT+z6MoTw3BDC89Lfkt4g6dGG2wMAAABgTstk6i5tXeILIbwkhPDg5p8vlPTvQgjvk/Rrkv5VjPGXGm4PAAAAgDnNkqkY43fGGN+69dlvxRjv2Pz9sRjjl27+e02M8UqL7fC8EbjFI8O5N4da3ky6NLf1jbTebQlgTqypP5TEC+/4tga35P9qDSs3EToTy3mNShnjbvVE0thyl7yEb87usQzr3auNXL54w+2pl9Q/PPxWT4J53gzr9STdHPyefSYx99i6xrg+lquXjnQiv/hyHszNBwAAAFBBV8mU51mXt7vGX7O8xeU277rzouSRYcsz+9w5y1q4c86YrclxX710ZNpWcuvdyy35P9q+5PjgGVtb3AqR61+Tm4mOM1j6RMee7rVOiHmem4mO82GiYyY6LvH3Gtc9Yuva43rJRMddJVNSeeOv6XClbotGt8s/ttyW94d5ln0O7pz1WNz7U9POExZ+T3fOeqwm7K2t9zXs86nb+nA9Ul/xZejvMa63auclyVRXl/kAAAAArOluZEra/yTEoXmxLO/J2OUfZtjb/pbu7cy+F/fQv+/6eUv/cN27tm2qep+6rZ/nbu3f9zRU67Ym+fVxb/ehtj5lvXu29V3+Htyex9Ka+MJlPo1LprbZ1wmneky39cE0x+vtnsI/x3Kvva3N0e3t79U9ld/L7RnbDvm93Etsa1zmAwAAAJgYRqYAAAAANjAyBQAAADAxJFMAAAAAFZBMAQAAAFRAMgUAAABQAckUAAAAQAUkUwAAAAAVkEwBAAAAVDDNq0lnzBzfxD2F+5C/1zegr9l9yDsHP+7p3Z7+tfYzb/chP3G9LV2+tPO8eYwS1rN75/i93D3MHzVmf7fyT+3ObWvebit/SR9v5d7nn1O9T+ke+qeOq0P31P5eY+sS4zpz8+n8ZGpM5e/CovPXui38Od7ktjrAlLglmzr3qu9Ej23N253jZ5/LzL+UfT70T13u5PaMrbS1/fAGdAAAAICJ6WpkqvQMIlGTzZecPWy7pbJs3qLcXu7k96x3D3fNGVzpWeMc3EO/p7vGzz7Pp8c+ntwScb3E37LcJSNTXdyAbtHZ07Inym+AY24EHeOWpBPlNUBvd019b6+rpNwW/rSuKct+5fqFpzt9btnT8jVu6SzolLgt/LvupcK9G4u2PtznJW4Lv0dsG7qlZcV1z9i65Lie+llJXD8El/kAAAAAKugqmbLKpqX8sxJLdy5Xrl9w9dfiXXc5nFy7aXrGXOK3wtudU5fpbNmiraT15Lgtz9bTOnPwdluOVCwtti4V7+OCd3yxpovLfJaUDodb+scMCVs2vF3r9fDnuL2D3JKC1Frca2AO8aVXtzTuclvL2LqEuE582c3qR6ZaNb6xbk+/ZNv4ctfl6W6Bd1sCmBO99wdiqw3ex0kr9+qTKQAAAICWkEwBAAAAVEAytXK87kGwZi3lAIB1sJaYtJZyeLP6ZGqKCQ4Pua39Yxu+p7v09+eRU6bLF2808Xvh6QbYxZr6Q068ILb6uVvAe6YAAAAAZgCnu5m0mO08lyW4r146cntCw9stnT1i7fWUzOWLvm6p/gmhkrNfT3dazstthaffauLfGuYeW5+OL53G1vSmeu8nEHfRRTK1hgNcTZCrPch4ui38Xu5aShJ3y2CXe3CzDrSe7hx/iwNcdtkNY1uJW/I7wHnHVuJ63To8aJG4d3eZr7YBlVzfTb+3uI+n1J38udRMgGrhLh0JtLgOP3SX+C2CVQnJXTPCUrpsqiuvstcu7+2uabcW+7ymz1iUPYdhXVnE1anjundstXCXYBHXPfv4PrpLpgAAAAAsCTFG723I5vj4OJ6enu787rGH7jm4bO4s5zUZ/JzcQ//YoVnL+8N6rfdc99Dvuc9r/SWzu1u7c/ye7qHfq9xLbmtD91j/WtxDP3Hdzn3r7ffu/DyE8HCM8Xjnd70lU1LZvQ2W11dz/bind3v7vdzW9xF4unP8nu4Wfi/3Utr5HPy4p3eP9ZNMaVwytc32Dpn6iQ5Pf69ub7+Xe1fw6dXt7e/R3UMfm4O/V7eVvySZ4p4pAAAAgAoYmQIAAADYwMgUAAAAwMSQTAEAAABUQDIFAAAAUAHJFAAAAEAFJFMAAAAAFZBMAQAAAFRAMgUAAABQwbSvJp0h572OvuXbWz3dh/xTvLH2UNnXWudzdnv7cU/v9vb36PaMrV7Hkyn83sdSqdOXdo6dIHE4MaJkt0PGTExpPRnmtvuQ39M99Hu6rfzbnXzqfT7G37qd57it/GPrvUXZdwX2udd7C/fUsdWrj2/7ieu7sY7rLWMrL+0EAAAAmJjuRqbGZtHbWGTVY85cDrkt/FO7S+t76Pao8+S3cOf6Lctd6rbye7pz/J7uoZ99Xu4u7eMWbmn6uF4bWz3aWnJL825rJSNTXSVTpR0uUdP4rdw1na7U7+lO/tKOZ1HvnuWWytpaouYA4+Ee+j3dNX5Pd6nfs9xDf2lfW3J8kYjrud7W7pJkquriZQjh2yR9v6Q/L+m2GOPp4LvvlfTdkv5E0n8bY3zHjuVfJentkj5f0sOSviPG+Mc127SLMTdijuHK9Qs77/GYwp8azonyGmBtZ/d2J3+JOy1bS1pXbse3cCf/lO607OWLN4rcFv6Sftar26KtD/d5ibuWkrJbuk+Un1gsPbZ6x/W0rqnjy9At2d3DVXvP1KOSvkXSQ8MPQwhfIukuSa+R9EZJPxxCeNaO5X9I0j+MMX6RpN/TWfIFAAAAsBiqkqkY44djjB/Z8dWdkt4eY/yjGON/kPS4pNuGPwghBElfI+mnNx/9uKRvqtme87DKpqX8syJLN0xH7n47uXbT9Iy5xG+FtzunLtPZstVIaPKPdVuerad15uDtthypILb2gXd8sabVyxdeKuk9g38/sflsyOdL+o8xxpsHfjM7SofDLf1jhmUtG96u9Xr4c9zeAdbT36t7DcwhvvTqlsZd8moZW5cQ14kvuzk3mQohvFvSi3Z8dTnG+PP2m7R3O+6WdLckveIVr5hKCwAAAHCQcy/zxRhfH2P8Czv+O5RIPSnp5YN/v2zz2ZDflfR5IYSjA78Zbsd9McbjGOPxLbfcct5mP02rTH6s29Mv2WbyuevydLfAuy0BzIne+wOx1Qbv46SVu9VLOx+QdFcI4TmbJ/ZeLenXhj+IZ+9k+BVJ37r56E2SJhvpAgAAALCgKpkKIXxzCOEJSV8h6V+FEN4hSTHGD0r6F5I+JOmXJJ3EGP9ks8yDIYSXbFbxP0r670IIj+vsHqofq9meXUwxJ8+c8boHwZq1lKOU3tsxzI/e2+RaYtJaylGKVTuuWkuM8X5J9+/57oqkKzs+v2Pw98e09ZQfAAAAwJJgbr6GXL10ZH72NvYswtNd+vvzyCnT5Ys3mvgBwJ8WsY3YOj62ernnzPJLMDHWM1+XsAT31UtHbjcVeruls0esPW7svHrpyM0tfbZ/1PpLAranOy3n5baids62pboTc4+tT8eXTmNrelO9903zu+hiZCplvrWBqmZ5C3dNkK/ddi93WofHsnNwL+ngZr2dOWesLeoox92i7Dm/9UrCknvp/czTTVyfdtm0vHW/7SKZAgAAAGhFOHtDwbI4Pj6Op6enO7977KF79i5nMct2zeziiVx/zYzuPbuH/pJ9XntJt+ZtwVb1XlPuUnfye8xmb+H2aGtW7lJ/TZ3XupN/qX080VNsnUNcbxlfbr393p2fhxAejjEe7/yup2RKym8EFjt+Du6hf2wjtLw/rNd6Lwk6Leo9123h96r37Xs6znNvXzKwctPWxrkt/Euqd+K6TPwt3SRTOj+ZGpJzI531PRFe7tybB3t0t7j/pse25u3O8bPP1+H29C8lvnm6l9LWSpIp7pkCAAAAqKDrkaltxs6cbc12dj2lv1e3t3/o9ix3T+6h39Pt4e/RTXzpzz3013i5zKe6ZAoAAAD6hst8AAAAABNDMgUAAABQAckUAAAAQAWrm5tv37VOAAAAgBYwMgUAAABQAckUAAAAQAUkUwAAAAAVkEwBAAAAVEAyBQAAAFAByRQAAABABYucTiaE8JSk32ioeIGk32m4/rlCufuCcvdDj2WWKHdvtC73F8QYb9n1xSKTqdaEEE73zb+zZih3X1DufuixzBLl9t6OqfEsN5f5AAAAACogmQIAAACogGRqN/d5b4ATlLsvKHc/9FhmiXL3hlu5uWcKAAAAoAJGpgAAAAAq6DaZCiF8WwjhgyGE/y+EcLz13feGEB4PIXwkhPB1e5Z/VQjhVze/+6kQwrOn2XI7Ntv9yOa/j4cQHtnzu4+HED6w+d3p1NtpTQjh+0MITw7Kfsee371x0wYeDyG8ZerttCaE8PdCCI+FEN4fQrg/hPB5e363+P193r4LITxn0/4f3/TjV06/lbaEEF4eQviVEMKHNrHtb+34zVeFED49aPvf57Gt1pzXZsMZ/2izv98fQvgyj+20JITwxYP9+EgI4TMhhO/Z+s0q9ncI4W0hhE+FEB4dfHYhhPCuEMJHN/9//p5l37T5zUdDCG9qtpExxi7/k/TnJX2xpH8j6Xjw+ZdIep+k50h6laRfl/SsHcv/C0l3bf5+q6S/6V2myvr4+5K+b893H5f0Au9tNCzr90v6H875zbM2+/4LJT170ya+xHvbK8v9BklHm79/SNIPrXF/j9l3kv4bSW/d/H2XpJ/y3m6Dcr9Y0pdt/n6epH+/o9xfJekXvLe1QdkPtllJd0j6RUlB0pdL+lXvbTYu/7Mk/bbO3oO0uv0t6XZJXybp0cFnf1fSWzZ/v2VXPJN0QdLHNv9//ubv57fYxm5HpmKMH44xfmTHV3dKenuM8Y9ijP9B0uOSbhv+IIQQJH2NpJ/efPTjkr6p5fa2ZFOevyrpJ723ZUbcJunxGOPHYox/LOntOmsbiyXG+M4Y483NP98j6WWe29OQMfvuTp31W+msH79u0w8WS4zxEzHG927+/n1JH5b0Ut+tmg13Svqn8Yz3SPq8EMKLvTfKkNdJ+vUYY8uXWbsRY3xI0o2tj4d9eN8x+OskvSvGeCPG+HuS3iXpjS22sdtk6gAvlfSbg38/oWcGpM+X9B8HB6Zdv1kSf0XSJ2OMH93zfZT0zhDCwyGEuyfcrpbcsxnuf9ue4eEx7WDJfJfOztR3sfT9PWbfPf2bTT/+tM769SrYXLb8i5J+dcfXXxFCeF8I4RdDCK+ZdMPacV6bXXt/vkv7T4bXuL8l6YUxxk9s/v5tSS/c8ZvJ9vtRi5XOhRDCuyW9aMdXl2OMPz/19ngwsg6+XYdHpb4yxvhkCOHPSnpXCOGxzZnCbDlUbkk/IukHdRaAf1Bnlzi/a7qta8eY/R1CuCzppqSf2LOaxe1v+CwhhD8j6WckfU+M8TNbX79XZ5eC/mBzr+DPSXr11NvYgG7b7OZ+3W+U9L07vl7r/v5TxBhjCMH11QSrTqZijK8vWOxJSS8f/Ptlm8+G/K7OhomPNme1u34zC86rgxDCkaRvkfSXDqzjyc3/PxVCuF9nl1FmHajG7vsQwj+W9As7vhrTDmbHiP39nZK+QdLr4uamgh3rWNz+3mLMvku/eWLTBz5XZ/160YQQPkdnidRPxBh/dvv7YXIVY3wwhPDDIYQXxBgXPY/biDa7yP48kq+X9N4Y4ye3v1jr/t7wyRDCi2OMn9hcsv3Ujt88qbP7xhIv09l90uZwme+ZPCDprs3TPq/SWRb/a8MfbA5CvyLpWzcfvUnSUke6Xi/psRjjE7u+DCE8N4TwvPS3zm5ifnTXb5fC1r0S36zd5bku6dXh7KnNZ+tsGP2BKbavFSGEN0r625K+Mcb4h3t+s4b9PWbfPaCzfiud9eN/vS+5XAqbe75+TNKHY4z/YM9vXpTuDQsh3KazY8Cik8iRbfYBSX9981Tfl0v69OAS0dLZe2Vhjft7wLAP7zsGv0PSG0IIz9/czvGGzWf2TH1X/lz+09lB9AlJfyTpk5LeMfjuss6eBvqIpK8ffP6gpJds/v5CnSVZj0v6l5Ke412mwnr4J5LevPXZSyQ9OCjn+zb/fVBnl4vct7uyzP9M0gckvV9nHfLF2+Xe/PsOnT0R9esrKffjOrt/4JHNf+lpttXt7137TtIP6CyRlKT/dNNvH9/04y/03maDMn+lzi5dv3+wj++Q9ObUxyXds9mv79PZQwj/hfd2G5R7Z5vdKneQdHXTHj6gwRPcS/5P0nN1lhx97uCz1e1vnSWLn5D0/26O29+ts3scf1nSRyW9W9KFzW+PJf3oYNnv2vTzxyX9jVbbyBvQAQAAACrgMh8AAABABSRTAAAAABWQTAEAAABUQDIFAAAAUAHJFAAAAEAFJFMAAAAAFZBMAQAAAFRAMgUAAABQwf8PZdptnPuhalcAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# radial image\n", + "root_univ.plot(width=(22.0, 22.0),\n", + " pixels=(400, 400),\n", + " basis='xy',\n", + " color_by='material',\n", + " seed=0)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Looks good! Let's run some particles through the problem." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " %%%%%%%%%%%%%%%\n", + " %%%%%%%%%%%%%%%%%%%%%%%%\n", + " %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%\n", + " %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%\n", + " %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%\n", + " %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%\n", + " %%%%%%%%%%%%%%%%%%%%%%%%\n", + " %%%%%%%%%%%%%%%%%%%%%%%%\n", + " ############### %%%%%%%%%%%%%%%%%%%%%%%%\n", + " ################## %%%%%%%%%%%%%%%%%%%%%%%\n", + " ################### %%%%%%%%%%%%%%%%%%%%%%%\n", + " #################### %%%%%%%%%%%%%%%%%%%%%%\n", + " ##################### %%%%%%%%%%%%%%%%%%%%%\n", + " ###################### %%%%%%%%%%%%%%%%%%%%\n", + " ####################### %%%%%%%%%%%%%%%%%%\n", + " ####################### %%%%%%%%%%%%%%%%%\n", + " ###################### %%%%%%%%%%%%%%%%%\n", + " #################### %%%%%%%%%%%%%%%%%\n", + " ################# %%%%%%%%%%%%%%%%%\n", + " ############### %%%%%%%%%%%%%%%%\n", + " ############ %%%%%%%%%%%%%%%\n", + " ######## %%%%%%%%%%%%%%\n", + " %%%%%%%%%%%\n", + "\n", + " | The OpenMC Monte Carlo Code\n", + " Copyright | 2011-2020 MIT and OpenMC contributors\n", + " License | http://openmc.readthedocs.io/en/latest/license.html\n", + " Version | 0.12.0-dev\n", + " Git SHA1 | e7eceff2aa3a9bbfd4dd553f585d1a31b051ddb3\n", + " Date/Time | 2020-03-27 11:18:32\n", + " OpenMP Threads | 2\n", + "\n", + " Reading settings XML file...\n", + " Reading cross sections XML file...\n", + " Reading materials XML file...\n", + " Reading geometry XML file...\n", + " Reading U234 from /home/shriwise/opt/openmc/xs/nndc_hdf5/U234.h5\n", + " Reading U235 from /home/shriwise/opt/openmc/xs/nndc_hdf5/U235.h5\n", + " Reading U238 from /home/shriwise/opt/openmc/xs/nndc_hdf5/U238.h5\n", + " Reading O16 from /home/shriwise/opt/openmc/xs/nndc_hdf5/O16.h5\n", + " Reading Zr90 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Zr90.h5\n", + " Reading Zr91 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Zr91.h5\n", + " Reading Zr92 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Zr92.h5\n", + " Reading Zr94 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Zr94.h5\n", + " Reading Zr96 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Zr96.h5\n", + " Reading H1 from /home/shriwise/opt/openmc/xs/nndc_hdf5/H1.h5\n", + " Reading B10 from /home/shriwise/opt/openmc/xs/nndc_hdf5/B10.h5\n", + " Reading B11 from /home/shriwise/opt/openmc/xs/nndc_hdf5/B11.h5\n", + " Reading c_H_in_H2O from /home/shriwise/opt/openmc/xs/nndc_hdf5/c_H_in_H2O.h5\n", + " Maximum neutron transport energy: 20000000.000000 eV for U235\n", + " Minimum neutron data temperature: 294.000000 K\n", + " Maximum neutron data temperature: 294.000000 K\n", + " Preparing distributed cell instances...\n", + " Writing summary.h5 file...\n", + " Initializing source particles...\n", + "\n", + " ====================> K EIGENVALUE SIMULATION <====================\n", + "\n", + " Bat./Gen. k Average k\n", + " ========= ======== ====================\n", + " 1/1 0.20444\n", + " 2/1 0.15502\n", + " 3/1 0.19804\n", + " 4/1 0.22159\n", + " 5/1 0.19776\n", + " 6/1 0.20086\n", + " 7/1 0.21896 0.20991 +/- 0.00905\n", + " 8/1 0.23134 0.21706 +/- 0.00885\n", + " 9/1 0.29029 0.23536 +/- 0.01935\n", + " 10/1 0.20094 0.22848 +/- 0.01649\n", + " Creating state point statepoint.10.h5...\n", + "\n", + " =======================> TIMING STATISTICS <=======================\n", + "\n", + " Total time for initialization = 6.8458e-01 seconds\n", + " Reading cross sections = 6.7039e-01 seconds\n", + " Total time in simulation = 1.9462e-02 seconds\n", + " Time in transport only = 1.7538e-02 seconds\n", + " Time in inactive batches = 9.2816e-03 seconds\n", + " Time in active batches = 1.0181e-02 seconds\n", + " Time synchronizing fission bank = 5.2594e-05 seconds\n", + " Sampling source sites = 4.6704e-05 seconds\n", + " SEND/RECV source sites = 3.1580e-06 seconds\n", + " Time accumulating tallies = 2.0290e-06 seconds\n", + " Total time for finalization = 1.0320e-06 seconds\n", + " Total time elapsed = 7.0439e-01 seconds\n", + " Calculation Rate (inactive) = 53869.9 particles/second\n", + " Calculation Rate (active) = 49113.3 particles/second\n", + "\n", + " ============================> RESULTS <============================\n", + "\n", + " k-effective (Collision) = 0.25094 +/- 0.02010\n", + " k-effective (Track-length) = 0.22848 +/- 0.01649\n", + " k-effective (Absorption) = 0.21556 +/- 0.04156\n", + " Combined k-effective = 0.20707 +/- 0.01965\n", + " Leakage Fraction = 0.79200 +/- 0.03382\n", + "\n" + ] + }, + { + "data": { + "text/plain": [ + "0.20706788967181938+/-0.019653037754288005" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.run()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now it's time to apply our mesh tally to the problem. We'll be using the tetrahedral mesh \"pins1-4.h5m\" shown below:" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": { + "image/png": { + "width": 600 + } + }, + "output_type": "execute_result" + } + ], + "source": [ + "Image(\"./images/pin_mesh.png\", width=600)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This mesh was generated using Trelis with radii that match the fuel/coolant channels of the PWR model. These four channels correspond to the highlighted channels of the assembly below.\n", + "\n", + "Two of the channels are coolant and the other two are fuel." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAlMAAAI/CAYAAABTd1zJAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nO29f9CtWVXf+V1yhakilNJwB2igBIXYgBFCDj04Y/qqEAQqRaulCdRUgqNTXUy6q+JkpjJYXSWOVleNSSVWmXsjhdHETFmKUREqNvIrTnesjNjvpfjR2E1oCRbdINw0CnGs0Wld88d7jjycfs45z95r7WftH99P1Vv3veec5/nuvfZ3r73Oc877bFFVEEIIIYSQPL4iugGEEEIIIS3DYooQQgghxACLKUIIIYQQAyymCCGEEEIMsJgihBBCCDHAYooQQgghxMCF6Abk8OQnP1mf9axnRTeDEEIIIYNw9erV/6yqF+eea7KYetaznoWzs7PoZhBCCCFkEETk9w49x4/5CCGEEEIMsJgihBBCCDHAYooQQgghxACLKUIIIYQQAyymCCGEEEIMNPnXfMe4/+7boptACCGEkEa54abLycfwyhQhhBBCiAEWU4QQQgghBlhMEUIIIYQYYDFFCCGEEGKguy+gp3DrXY+cfM2VS+VCdEp/VO2S+qP2e4l+j9pLYh6p32PMl2hH60f6rcd+165dWh8ARFWLCpRgs9noob35lv4131zw77jnOgDA7S/5/KOe8xyImrR3umtop+qvFfOetU/p9+y3mvo91Z7T76Xfc/qRY16r9ppzvLR+rfPMon3or/lE5KqqbmafG62YmgZ/arZDTAfEaoJjk6209r5+St9b157qp8TcQ59+i9VeEvOpfi/9TtX20G/R62vnl6m2l34N2kv0W/IbiykcL6ZSE+w+lgk4unauvjXpWfruoW2NeY6+NeZT/Vb9Ru087Rx9L7+1Oset2rn6PfitVu2cYmq4L6DnDsD02KXfw9hhHXzLsR7aHuTq58Z8ekyUdsR4e52jRb/ljNMa51qKxW/T49c+1ku/xTnuoR1FDX5raS09xTDFVERynOKVrFpK8jUsrFZta8JZW7uGmFupIcmn4h13+m097dbm+PT1UXGPLr498B7vIYopT+NFTrxUarkqZaWlmAO+7Ywcu9ziveWFdXqOyMU1Ba/FLRdP7dbmOHPretQ+x4copqJpfcIB6earIdl4abc2fq21d45Rk3w0rfWhhzneYm71ooc+7GAxVZgSi0HKOXsxa0o/Si3ALSzsUfSU4KNpqZCMooY53ovXo3NrLz53KaZE5GdE5HMicu/ksetE5D0i8vHtv088cOzrt6/5uIi83qM9pWlhEvVi0H1a6VcLHlnKiDFvZfxaGZslMOaxtNCvmj3idWXqXwF45d5jbwTwPlV9LoD3bf//ZYjIdQDeBOC/AXAjgDcdKrqs1DwIpB9KJCR6l9RKCW+2sKiT9vH2rksxpap3A9i/3ejNAH52+/vPAviOmUO/HcB7VPXzqvoHAN6DRxdlpBJSzccigBBCTsPc2j4lvzP1FFX9zPb33wfwlJnXPB3Apyb/f3D7mDtzt5bvmRL7EKXGsETMS++vZKWGuI+KZ5wY82VwjvvA3Lo+3jFc5Qvoen6bddOt1kXkFhE5E5Gza9euObUsj+hEm2L66LZ6kdKPGpJCL3EHlsWzhpj3xmhxr2HOMLceJ9pvNce8ZDH1WRF5GgBs//3czGseAvDMyf+fsX3sUajqW1R1o6qbixcvuje2FFcuXajaAKksnUzRkw7wm3je+3iVJtJvI8Z810bvvkfQSq7qKeY7WsqtXli2EaqNksXUOwDs/jrv9QDePvOadwF4hYg8cfvF81dsH3PFc+KNmuRzzzFazAHfdnJhXcaoc3xHLz5pJebMretT+xz3ujXCzwP4vwF8vYg8KCLfD+D/APA3ROTjAF6+/T9EZCMi/wIAVPXzAH4UwD3bnx/ZPtYdXgaIML217RGJ3mviRSabnLZ7v2NP6XcPMc8lsu9ecbLEnXPcph11fA5en7a09GZtCV5/zfc6VX2aqn6lqj5DVX9aVR9W1Zep6nNV9eW7IklVz1T1f5wc+zOq+pztz7/0aM8cHhPFOuks5sk91nNxTe13dMytfbfEzPPj3VH9FqFdw8La4nhbsb5RtM7xiPwyd65Sr5+jZb9FxPwUQ90B3bLAeUy66XlytHOxGNA64abauX+xEv2OsdUkn6vvFfdov7WonYuXdotvWjzOY9XPyW01+C1yjufqe/itxJoi539o1xabzUbPzs5mn7v/7tuOHju9IdySe3V4Lao52tH6nsVMDdotxbwn7VT9yDFfW3t/QehlzGvXnupHjnnL2q2uZ0u0b7jp8uzjInJVVTezz41WTAHzd9jdHwzvJHdMv2ZtT/0lC6x3omlBe82YL9Ev1fdTMffWj5pnS2K+r0+/+ZDqtx60a4p57dpL9VlMYVkxtWPJtgWlPmKK1I7Wp/ZY2pH6S7cmidLuMebUHk87Wt9bm8UU0oopQgghhJApOcXUUF9AJ4QQQgjxhsUUIYQQQogBFlOEEEIIIQZYTBFCCCGEGGAxRQghhBBigMUUIYQQQogBFlOEEEIIIQZYTBFCCCGEGFh/B9kKOXT31DU22KX2+vo1aq+1mXONYx453pH6Pcc8Wr/GOb6G9jF9apdlyGJqfw+lOw69Dv57Ci3dADZS+w/vKbNv2HRDzkMxB7687yX2rzq2Kaa3di0x32nX6PUSfU/ZBLXkmI8U8339yL6vOcdTtKdx7y3mO/3atEt5fZ/htpNJ3U0e8BuIyF22c7R3+mvvbL7T3eG1u3hLMffUb83rvexm35rfevB6in4NfvPKra3FPEJ7qn9Km3vz4XgxlbO47LCawKI91bdo5+pbC6rcvntMPI8xj9TO1W9Ve6dvjXmOvpffWp3jLWpP9SO1c/S9ithW57hVO1d/iTb35ltA7uDnHgfYjWc51mq8ufPkHJejPT0mR98a991xuX330M7Bq98WbSvW81j9lkMNfafX87Qt+SVX3xpzr7HKPY/Hetaa344xTDHlkeg8DBBFhPEji0hvcvpubXtO3D1iHn18DX5r0eut+y035tGM6rcIvPw2PZcXwxRTXuSa32PwUxOOp/EiiU7yqdSS5K2M6rdIcr3eS8xz5k7LRWQ0kX5LPUftMR+imKp9EFogddIx5j5EfFxVA5GJNvINUzSj+i0S5tb1KfEp0xDFVCQl3jX2cuWjFN7JpuWPd9dmRK97t5GL5Gk4x2Mo4fVeYs5iKoOWkl1LbT1Ga/1orb3HWJLsakiInjGvYfxaibsXNcQ8hdbae4iW+lFzW4cppmoehBKUSLKpMSwR89oXjxriTshacI77wNy6Pt4xHKaYInam9yYp8XpCCBkR5tb2GaaYGs18a+1HtDa196tE+0bzbi6ecWLMl1EiTiPO8RrotV+H8PbuMMWUJy0l2pbaeozW+tFae4+xJMmOlojXYLS4tzZnWmvvIVrqR81tZTFVmCuXLrgboKcEWoJdfLzi7r0xac+M6HXvNta8YNQC53gMJbzeS8yHKKa8J970nKOQmmxKxLwVPL2RE78eYp7aB0+/5S6sI8Y995hDjJZXAebWpZTIq57nHKKY8iTXwF5JPmXwe5l0Ocb36vvI71ij/NayXyP8VuLqdwtEzvHRc6vnm5a1jivNMMWUx2LY4sLqMelz+x2pHY1HwqmhiIw6HmjLb575Jfr4KL+1OMcB5tY18Sxivfs9TDEF2BY4y+B5Gt+CRx9yj4v4+MAad49kE6Ht1e8cpu2N8JtF28tvOUy16bf1tSP9Zs2tOUSvJ9G5tUQBKarqftLSbDYbPTs7m33u/rtvO3pszjYEXoluelO0pfqR2jt9D+Olxt2r35HalphbtXP1a/B6y/2e6rcUc6v2VL+13BrpN6/c2lrMI7Sn+qe0b7jp8uzjInJVVTezz41WTO1IudtriSp2qX6kdgn9Fvo9asxLaKfoU3t97RL69Nv62oz5Mpbqs5jC8mJqytxgrPU58iEjROqvoR3Z72OTL0q/9/E+pL2W/qjah/R7165xjkdqjzDHD+nnaLOYQl4xRQghhBAC5BVTQ30BnRBCCCHEGxZThBBCCCEGWEwRQgghhBhgMUUIIYQQYoDFFCGEEEKIARZThBBCCCEGWEwRQgghhBhoZ4fDwkxv9hWx8eNOf23t/Zucrakfqb2vT+31tdfWH1V7X5/a62uvrV+L3yLX0rX1h75p55Lb0JcajMjb7y/V702bMT9Nb3Gn9vraS/VH9TpjHqOfos07oGNZMbUf+LmNEvd3pPYywdyg7+uX0p7Tj+r7oc0pPTdePaR9SH+tMZ87b6l3kpH93tdfou2pv+Qdaol3sUvmOECvl9auzev7+j32e05/rTk+pz2nv0SbxRROF1Opu02X2FV9qXa0vvfO5tHa0TFfci7Pxb21Xd1LjPnSc3l+LBHlt5ryS0teX3vMvQuqKO2a/ObddxZTWFZMLR34KdaJl2O8fW0P/dy+eyT53H5Halv0LQu0dXGP9JuHtseYp57Do6CK8lst+aVVr7ec37iepbFkPePefCfINR7wpUFb+tnwvu7+eXK0c7EYb/8ca2pbYm45bqptPU9ustgdZ/HbHfdcF+I3y3m8xjwn7paYT49rMeYe+c3q9RysuXXuPDnHtZrfLOeYnif3GGt+y+GOe64z93uOYYopj+BZDWiZ7LnHehRS++cq9fo5PCa9tYDO4da7HjFfxrYu7hZq8FuutiXuNcQ8Ir/k4vXx6JVLF5qc49Zz7J+r1Ovn4HrmO8eHKaai8Rj8UhX1Et3I43PwmnRe7+DWwjPZpPpt1JgDsX23XHG3akfSg99aza2efuuFIYop7wVmes6aiez3qDEHfNuZ846/tyS1BM8vkEdenYomxzsl/zKsVphb16f2fg9RTEXiVcWTdLy/h9JCwolmxJh7f7TJfHEaxrwPoj5tKUHRYkpEvl5EPjj5+aKI/MDea75FRL4wec0PlWiL52SJnnhLzBf53ZUSpCyuNUxOz3frEXcRnsKYx9BC3EeOOXPr+tS8jhctplT1Y6r6IlV9EYC/BuCPAbxt5qX/fvc6Vf2Rkm0i+aSar5dkk0J0siGkdUacQ8yt7bPmx3wvA/C7qvp7K2oSR+buZOv5ekIIGRHm1vZZs5h6LYCfP/DcN4nIh0TknSLyghLiNB9Zg8h91ghZmxLerOHjPtI/3jXBKsWUiDwWwGsA/JuZpz8A4GtU9YUA/hmAXz1wjltE5ExEzq5du1ausQtooTDrNSG10q+eCqARY97K+LUyNktgzGNpoV81r71rXZl6FYAPqOpn959Q1S+q6h9tf78TwFeKyJNnXvcWVd2o6ubixYvlW+xECYOmnLNm86WQ0o9dfLz73kKyiaJUzEfEc8+4XvGOTU7Me/F6Tm71pBefr1VMvQ4HPuITkaeKiGx/v3Hbpoc9xaMHq4dJl5pselpcW+tDa+2do6WCgl6Po7X2zsHcGodnfileTInI4wH8DQC/MnnsDSLyhu1/vxvAvSLyIQA/AeC1Wmj3ZY+BY5Jfn5ZiDvRzE8PUDa4j/eZ5o03PG4CmkuP1K5cuhM7x6JvURsDcuj6eMS8xbsWLKVX9f1T1Sar6hcljb1bVN29/v6yqL1DVF6rqS1X1P5Roh4dZLAPgZYBWEvz09ZGLq1Xbkmysi0zOot5Dkvfc0X6tY0eNu1cRm3N8DXPcSqu5Nbqg8dD3Hm8pdBGoKJvNRs/Ozmafu//u244em3PDtenAeexwnnqPEI/Jnru7epS2V8x3+tExTzlP7nGHzhHZ91bi7hHz6XlajLlFP9Lr0/Pk9N0jv+xYO79xPSuznt1w0+XZx0XkqqpuZp8btZjacWogPBf1fX1qn9b3evewdOKX7Pep8+170zPJA3WPeSnt1GKql36nanvop/rXq5CaO9/Svq+dX6baXvot+q12r7OYwuliasehy8p33HPd7CXE0t+DOaTbk3aq/hrfPYrUvnLpwuxzkTH31q/Nb4c+lloj5kD/Xj+kf8jr3vqteJ1+K6ftMd4sprC8mNpx7LP60p+hn/qeQEn9mrVL6kf2+5Q+/UbtXrRP6ffq9cjctkS/V+1T+qnaLKaQXkwRQgghhOzIKabW3E6GEEIIIaQ7WEwRQgghhBhgMUUIIYQQYoDFFCGEEEKIARZThBBCCCEGWEwRQgghhBhgMUUIIYQQYoDFFCGEEEKIgfW3ya6MEe/SW7t2Sf2e7tLrqV1an9pjaZ/S79XrvAN6jPYp/dLawMB3QO9xP6HatQ/pr7FHXW3jvZb2If1R/bbbENV7k99TulN9+q2cfm3akftvAv37jXvzGbEUU4eS6yFq2em6J+0l59u9fu1d3WuJuYc+vX5ad1+/l36nanvot+g37/ySktu89Fv0W+1eZzGF5cXU0iQL+JkgR3uq76Gdqu+tvfQ8ngnn1rseaTLmFv1c7an+SF7vaY7nalv0I70+1c/pu2cRuXZ+43pWZj3j3nwnyB38O+657i+OWfKZuKf29BgP7Zy+e2gDaZPnyqULf/H6XG3LsdZ+T8+TG/NcfUshNT0m0uu55PbdGvND50o9Jjrma/stZ34c0s89j0d+mearJUxfu/aYcz2zz/E5hiqmAHuyBtIHwjrZLcd6aHuQ+y7EUlBZ+26ZeBELsuc5ov0WWUR66OdgTfQR4+15jlbnuDW3RVGD33LXUgul1sJhiqnoQfBKViUq6iW6QL7xI5KG16JuSTgR2rUUzxZqSPKpjBp373mWQg1z3Erum8VIv+V8bWKO6PXUe7yHKKY8jZcz8aISbGS/PQspj4/7LKTGz7OdER+VTc8TVcjl+m007d1rPcd8jWMOkTp3onNrRH6L9psnKX2ovd9DFFORlDBpC4WcNylJq9S7tqiE0wI9XJmphegFrgW8Y5MT8+iP6bzIKWg86cXnLKYyaGHB6MWg+7TSrxY8spQRY97K+LUyNktgzGNpoV81e2SYYqrmQSD9UCIh0bukVkp4s4VFnbSPt3eHKaaInVTz9XIZnBBCSpKaK/kGqz5YTJHFHLpF/yFGfIfJApIQGyPOodRcmZqLSXmGKaZGM1+vCanXfh1jNO/m4hknxnwZI8ap1xzUa78O4e3dYYopT6ITSIrpo9vqRWt/ZdNL3IFl8awh5r0xWtxrmDM5fzXcOilxj/ZbDR45BIupwly5dKFqA/SMV9y9N0XtmRFjvmujd9/JYRjzPvDYG7EWhiimPCdebpL30s7Z/8mqfftLPp/c7+mN6Kzv4HJukOfZ91xtD1LbvyveW/fb9Hxrakfr52p79TtncfMsRFqKOWC/OjXNj6m51WOeR/stheg5foohiinAJ2jWAbCYIPdYTwOm9tsj5h53Gs7tuyVmHgkn8upMDX6L0K4h5hH5JRfPgqbFOQ74fNwXkVu5nvnO8WGKKcC2wFmMNz0mR99qHA8DRm5UHLGR6DRWkUne4rfcd66RH51YE7zF6zVoW8nV9vJbDl55ifltOV5vGqxej/JbiTdLoqruJy3NZrPRs7Oz2efuv/u2o8em7izvtajmaEfre75Ln2ovOZ/n3lepW53UEPMIbU99i3bkmLfst1bzS4T2VH/tK+ipuXDp+VqKeYR+ivYNN12efVxErqrqZva50Yop4NHvIuYGYr/q9apk597B7OuX0p7Tj+r7oXN6J5q58wKxYz6K9r7+Em1P/SXJ1jO5z+ke0y+hPac/it9q8vqa+a2mfs/przXH57Tn9Jdos5jCsmJqx5JLs6W+O7H0snCkfm/ajPlpeos7tdfXXqo/qtcZ8xj9FG0WU0grpqaUuiKSqr+29r4J19SP1N7Xp/b62mvrj6q9r0/t9bXX1q/Fb5FrqUWfxRTyiylCCCGEkJxiaqi/5iOEEEII8YbFFCGEEEKIARZThBBCCCEGWEwRQgghhBhgMUUIIYQQYoDFFCGEEEKIARZThBBCCCEG1r+jVoXM3T11rZuNHbpza6T+GtqR/T52t9wo/d7H+5D2Wvqjah/S7127xjkeqT3CHD+kv5b2sDftTNnlu7ftHiL73kK/R415Ce0UfWqvr11Cn35bX5sxX8ZSfd4BHekbHR/bbXqNTVCXbMDqpR+pva8fGfdRtY/p9+y3UzvK7/QZczu1eH1U7WP69NtybRZTOF1MLU2wU7wmwNKBr0V7p+856dbud6S2JeZW7Vz9Grzecr+n+i3F3Ko91W8tt0b6zSu3thbzCO2p/iltFlNYVkylBH+H1QQ5iWZO36Kdq28tqHL77jHxLHG3JrzWtXP1I/1m0fbyW6sxz9We6o+qnaPvUVBF+63X9YzFFA4XU9bB35FjAk/tVPP10u9UbS99i7a13zn6XjHfaUfGHGjHb9YEb9He6dNv+bpATH7J1a8ht/bcb250vAK5g+iRbO6457qkL9t5JrpIdu2P6HuOdi9E+a1lv0b4zauQao3IOT56bvVaz9Y8rjRDFFMljD/a4po66XpJNjl4eiMnfj3EPLUPnn7LLaBHjHvuMYcYLa8CzK1LKZFXPc9ZvJgSkU+KyEdE5IMi8qjP5uScnxCRB0TkwyLy4tJtWpMS7xpHTDgpeCebka9OpTKi173bONoimQPneAwlvN5LzNe6MvWtqvqiA581vgrAc7c/twD4yZXalE1Lya6lth6jtX601t5jLEl2vSTEmhgt7q3Nmdbae4iW+lFzW2v4mO9mAP9az/ktAF8tIk/zFql5EErQU5KdUnu/SrRvNO/m4hknxnwZJeI04hyvgV77dQhv765RTCmAd4vIVRG5Zeb5pwP41OT/D24fI5WRaj4uSIQQchrm1vZZo5j6ZlV9Mc4/zrtVRG7KOYmI3CIiZyJydu3aNd8WkkXs38XW+/WEEDIizK3tU7yYUtWHtv9+DsDbANy495KHADxz8v9nbB/bP89bVHWjqpuLFy8mt2M08621uePa1N6vEu0bzbukHUp4c8Q5XgO99usQ3t4tWkyJyONF5Am73wG8AsC9ey97B4C/u/2rvpcC+IKqfqZku6y0tLi11NZjtNaP1tp7jCVJtoZE7BnzGsavlbh7UUPMU2itvYdoqR81t7X0lamnAPhNEfkQgN8G8Guq+usi8gYRecP2NXcC+ASABwD8FIC/592IXcKJGIgrly6460Yk0NS71UbH3FPbeyPcHO3Sx3gRFXPPMY/2emvjxzm+rnYNudULr71fc3QB3/4ULaZU9ROq+sLtzwtU9Y7t429W1Tdvf1dVvVVVv05V/4qqzu8TUwm5g+CV5FN0IyedJzkx9+p7zvG9XC0Y1W+R5Hq9l5jnzB2vOT6i1yP9lnqO2mNew60RVsFjgYt892LFYsDcfnuYv5aJk9P3lpN85PE1+K1Fr7fut9yYRzOq3yLwLKi8/TNMMbUjdxAsgxdp/KlhPPqQe5z144McfWvcPYrnFv0W4RPv80R8XFVD3+n1PG1LfsnVt8bca6xyzxNRRHrolyoiRVWLnLgkm81Gz87mPw28/+7bjh6bsw2Bh/Gm2in6kdo7fY9FIjXuXv2O1LbE3FO/Na97jXeOtqd+a37rwesp+jX4zSu3thbzCO2p/intG266PPu4iFw9sJPLeMUUsHwg9itYz6LilH6k9r6+1zvupYtMSe1T+t7atcQ8RdtLP7LvKck2Sru3mO/rR/a91n5P9XuL+TH91rzOYgrLiikg7db53p+tRmpH6y/VHrXfvWlH60f5jTEfTztFf9R+l9Avoc1iCsuLqSmHBmONLzhSe339GrXX+jJtjWMeOd6R+j3HPFq/xjm+hvYxfWovh8UU8oopQgghhBAgr5ga7q/5CCGEEEI8YTFFCCGEEGKAxRQhhBBCiAEWU4QQQgghBlhMEUIIIYQYYDFFCCGEEGKAxRQhhBBCiIE6tt2uhN1NvyJ2I6d2nHa0fpQ2Yx6jHanPmMfoU7t/7aFv2rnkNvSlBiRSO1qf2mNpR+rXvn1RjzGn9nja0fre2rwDOtI3Ot6xv0liiY0ZD+lHau+fey42JTbkBOY3piyxCWlt2pExB+L8dirm3vqpcV8z5kCc19eM+dy5S8V9/9xL/NaDdk0xB+peS5fqs5jC6WLq1rseObmr9xzWnb5TdhU/pO2hn3q8xyXT3L577K6+024p5tZjp8cD+X1vUXuqH+n1SL/R68uJyjFehXSU12tZz3LX8lO63E7mBLmFFPClQUvZoXqqu3+eHO1cLBNnd0xOv6fH3XHPdcn9sMTcyrStFv3cZGGJu5ffrHGP0K7F66l4zXGrtsVvVq/nYPW6ldy4T/Nhi17fEek3y1peYk0ZppjyCJ7V/JbJnnus55fxUvsdHXOPSZeL55d9W/Rb5MJmibvXIpNDy/nFypVLF0zninyT7OH1iNxq9Xrr+cV7jg9TTEXjMfilKupTWIuClt4x7hN5dczykYlXzFP63UPMc4nsu1ecLHGP/Kutlv1mbXtU3L3Ws54YopjyXGBaSvSeV6VyzzFazAHfdkYkyx0tJbsSXm/Fb0DsWJX8QnGtlFhTUhnN67Wv40MUU5F4VfG1sNR8NUxOr7i3VsxF+m3EmHtfDexh/ErTU8x3tJRbvYj6tKUELKYyiJ54KeaLvLLhSUrMa5icvcQdWBbPGmLeG6PFvYY5kxLP6HXAi5S4R/ut5pgPU0zVPAgliDZ9KXrt1zFqWGRawDNOjPkyRoxTrzmo134dwrsmGKaYInZSE+doBSwwXkIixJsR51BqrhyxiK0dFlNkMalJbu7us4QQQr6c1Fw5YsFZO8MUU54LewtFQq/vXGrvV4m/jolOnLXHfEdPMV9K9NiUiHl0n05Re/tyaaFfNa/jwxRTUZQwaEtfGPQixfilkkILySaKXWxaeKNROx5bnPRODXO8F69H/0FTLz5nMbUCPUy61HeNNSyuXtqtjV9r7Z2jpYKiBq970VofepjjqV5v6d5Qp2jNb8cYopjyTHYtJvnWJ11LMQf6uYnhkg1BDx23Np5ej/y4KSd2Vy5dCF2UerlJbQq9FNCtfLQK1L+OD1FMAfFm8TJA5LYNqdqRCcdLO7KQy4l7DTG3Yo25ZXHPPaRFY/IAACAASURBVNY77pGFXI7fIrdbanmO52pHx92zoInCe7yHKaZ2WAbQanwP7VRquTqV235LorPG3aodsahPifRby8Wc97mWYl3UI8Z7itXvLc5xD+0orFelRltLTzFUMZU7ELe/5PNu715yBtKqbSmorBNuelxO3C3almO9Jtytdz1i2hHekuSBWL9Fez11s2Avr7ca81z96TE5Xvd6o2d9A2A5Nje3WfRryOtWv1m1I9aUQ4iqup+0NJvNRs/Ozmafu//u244eOzXekhuleZh+TnuJvqf2vv6S83l+np4bdy/TL93La39yeo55Ssy9tYFYv0VpLz1XlNdribmHfoteXzu/TLW99FO86xnz/fNF+s077jfcdHn2cRG5qqqb2edGK6Z2zFXzuwGZq3ZLf6k4SvvUu0rvCv5Y0vOebMd0o7WPxb10zIE4vx2LeWnt6flLe702v6013nP6a+aYmvy21njPae9rlMwxNeUXL20WU1heTBFCCCGE7JNTTA31nSlCCCGEEG9YTBFCCCGEGGAxRQghhBBigMUUIYQQQogBFlOEEEIIIQZYTBFCCCGEGGAxRQghhBBigMUUIYQQQogBFlOEEEIIIQbW3xq9ElI2h1zj1v+16kdpM+Yx2t76rcSdMfdjVK+n6DPmMfolNjjeMdx2MikbYpbYT6nFTVBH3ejYu9+n9Ok3aveifUq/Fq/3tNHxEv1etU/pp/qNe/NheTG1xPQ7vEyQoz3V99BO1Y/S9px4t971SJMxt+hHalv1195Nfqe7Y22/1RBzq34tfsuZ5y37jetZmfWMe/OdIHfwp69PvaRp1Z4e46Gd23er9vRcS3Wt2pZjPbT3z5Xzeqt+jna037zGO9Vvc+fI0W8x5hZyY+6hPdXPPZeH31LjHrmmePstlag1xUP7GEMVU0D+hLOY3zrZLceWME0Ongk79RjrmEdq51CD3yLGe4olyefi1WbrG4AIbYt+DfPMop2LRyHpQUt+sxRS1uNOMUwxFXGFwevYKS0av+Ui0pJsrWOeo+1VzERSg98itKOJ9FvO8d4xZ25N07YSvZ56X2gYppjyouRlwqXaS+khwQOxBU0OtVwNtJL6kVuk3zy1a5jjqXFvfY7vaCGvAsytrc/xEhQrpkTkmSLyGyLyOyLyURH5+zOv+RYR+YKIfHD780Ml2hI9CLUOfgqpky465p5E9iHi46oaiCxoUhnd663Nj9pgbo3T9cwvJa9MPQLgf1HV5wN4KYBbReT5M6/796r6ou3PjxRsTwglFoOUc/Yw4YC0fpRKNi0s7FH0lOCjaamQjMI7Njkx78XrObnVk158XqyYUtXPqOoHtr//FwD3AXh6Kb01aWES9WLQfVrpVwseWcqIMW9l/FoZmyUw5rG00K+aPbLKd6ZE5FkA/iqA9888/U0i8iEReaeIvKBUG2oehFaI+LPn1iiRkEaMI2mDEt5sYVH3hrl1fbxjWLyYEpG/BOCXAfyAqn5x7+kPAPgaVX0hgH8G4FePnOcWETkTkbNr166VazA5yP5dZL1f3wMltysgZARGnEPMre1TtJgSka/EeSH1c6r6K/vPq+oXVfWPtr/fCeArReTJc+dS1beo6kZVNxcvXkxuy2jm6zUh9dqvY4zm3Vw848SYL2PEOPWag3rt1yG8vVvyr/kEwE8DuE9V/+mB1zx1+zqIyI3b9jxcqk1eRCeQFNNHt9WLlH7UkBR6iTuwLJ41xLw3Rot7DXOGufU40X6rOeYlr0z9dwD+DoBvm9z64NUi8gYRecP2Nd8N4F4R+RCAnwDwWm1xs8AjXLl0oWoD9IxX3L03Re2ZEWO+a6N338lhGPM+8NgbsRZK/jXfb6qqqOo3Tm59cKeqvllV37x9zWVVfYGqvlBVX6qq/6FEWzwnXktJ3pPUfnsnu5bw9EZO/EaOOee4jWi/jRxz5tbj1D7HeQf0lfAyQMrg9zLpcozv1fdWF9aW/dZizCP77nX1u7U8ER1zD+1o6Dc/himmPBKzNclbzJN7rMekz+13pPbcOdY6DvBJOJYkb8Wr7WtSi9+s2lHH74gqoFuc49ZztJxbW13P9s/lxTDFFGBb4CzGmx4TeRndI3HkHhfRb6/kHJnkLX6LXGByz2NN8B5+i/Y6/Zau7XmeHCL9lkPkmmL1uoffSrxZkha/773ZbPTs7Gz2ufvvvu3osdMbwi25aZdXksvR9tS3aHsYr4a4rx3zqfZSffrN128taVv1I8c7R78Wr7fc76k+/eanfcNNl2cfF5GrqrqZfW60YmrK0jvtlqhiR9Veqt9bv1uIeSl9ao+lHa1fuzZjXr82iymkFVNT9gdkze9MUHt9/Zq01/5+TpR+ZMzn9Ef1Ov3Wt/acPrXTYDGF/GKKEEIIISSnmBrqC+iEEEIIId6wmCKEEEIIMcBiihBCCCHEAIspQgghhBADLKYIIYQQQgywmCKEEEIIMcBiihBCCCHEQDvbsheEN1j7ctbQP3TX2hFuqkftOrSj9ak9lvZa+lzPvpy19Ie9aefSW9AD7dwCvwXtpfq99Zt+oza169LndjJjaafo8w7oWFZM7Qf/0CaJ3htS5mqX0q9Re6rvOfFStT31a4n52vqteZ0xt1NLbl17jk/1I/PLMf1atEvpe2qzmMLpYipyp+tWtb2TfNSO8i3F3KodrV+L31rSturTb3naa/fbu6gZ0W+ltVlMYVkxtTT4U6wmyBn8GrR3+h7GX7vfrWpP9SO1c/Vb95tVu9WY52pP9SO1c/Rb1t7pt+a3Grxeopga6q/5co0H5A3aVHd3jpzzWLS9zpPyufTccRH9zm3zTnunbz2P5bgcbUvMLcdNtT3Pk3OcxW9W7Rym7aXf8rQj/LajZb9ZyO13dG61jvccwxRTHsHzMIBVOxVropsem9rvSO25c6yJpXDfkdN3L296tX1NavGbVTvq+B05fvNoe2sxHz23tjrH98/lxTDFVDQeg5+acDyNF4mlqIgoaGqgZb+1GPPIvnsU7lPtVoiOuYd2NPSbH0MUU57GbzHRe5Da716STQ6e3oj8WLglOMd9iPbbyDFnbj1O7XN8iGLKm5TB9Kri98+5lF4mXGrMU49Zoj1i3IFl/a4h5lFE9r2F+CyFczyGnLh7avcS82GKqZoHoQQ9JdkptferRPtG824unnFizJdRIk4jzvEa6LVfh/D27jDFFLGTaj4uSIQQchrm1vZhMUUWs38nWe/XE0LIiDC3ts8wxRTNR9agxN5T9C6plRLeXHNjXDIu3t4dppjypIXFbZeQWmjrEkrs11eSXuIOLIt5DePiGfMaxq+VuHtRQ8yXwNwaR80xZzFVmBIGbcH0kZRKdoz7aUaMuXcba14waqFUzFvwWyRczw4zRDEV/U6ih+SYmmyiY+5JZB9ytEeMeQ1JfsS45x7jRU8xZ25dX9czbwxRTHmSOwgepkndALaXSZcTc6++5xzfyzutFv3mNc+iyPV663N8R87c8ZrjrXndg0i/5b5hqjXmwxRTHgtcrYO4BEvbcwtID/PXEvPRknxrBcX09a163cpofqvlTUurfqslt+bg0XZv/4iqup5wDTabjZ6dnc0+d//dtx09NufOudOBswxADdq5+mtre/V7qt9Cv6faXvqt+c1rvFO0vf3WWsyjtb301+73VDtFv4Z+e2nn6tesfcNNl2cfF5GrqrqZfW7UYmrHsYHYr349KtkUE3gm+H3tU/re2lP9tfsdqd2K30prp+j3NM9GjXmKdgn9pWPunV9q1q4l5iW0T+mn9p3FFE4XUztSbp3vfTkw9bb9kfpR2ox5H9rR+i34bdSYR2tH6jPmMfpLtVlMYXkxtePYQKzxmfwh/Ujt0vqnzF+675FjPqr2Mf3Ifkfq9zzHqX2YqNza8xw/pp2jz2IK6cUUIYQQQsiOnGJqmL/mI4QQQggpAYspQgghhBADLKYIIYQQQgzUcdczQghZyMv+9v+OT//+k0K0r3/qw3jfW98Uok0IqRcWU4SQpvj07z8J990V84cmz7s0/8VUQsjY8GM+QgghhBADLKYIIYQQQgywmCKEEEIIMTD0d6aW3Ia+1zuBR/a9Zm3GvAxRcY/a3mOpPv1Whpr91qP2Ev1evb5jyDugzwV+ukni/qaIgO9AHNugcW3t/XPPxabEhpzAozemLLER5yHtU/qltafnLxnzufPX4vU5/SXaz7t0edEX0FO9XlK7Jq+vrR3l9VMxL6m9RL9UXp07d47XLfqRfvPIb9xOBqeLqZRdrgHfBTZll+t9bW/9JefavX7t3cUB353Vc3c299DPjbm39tpet+if0l5S0KR6d+nrU7RbirmHfi1eB9LmuWfcI8e8pZh763vHncUUlhdTS4I/xbq4pw78nLaHfurxHgVVbt89CirreFv0rTH30AbW9/pUv4T2qYImJ35Lj1mq3WLMLfoWz1pzTIte9yqoovJ6LetZqfHm3nwnuPWuR3DHPdclDwDwpUFb+h2Mfd398+Ro52KZOLtjcvq9f1xqPywxtzJtq0U/N+aWuHv5zTrmkdrTGC7BGvPpca3GPFc/N+Y7It6oeZEbd4/8EpnXd0T6LVf7jnuuK7KmDFNMeQTPmvAskz33WM+P6izktt+jiLVq53DrXY8U/U7EEiL9Frmw1XaupbScX6xcuXTBdK7R8osH1oKq9fziPceHKKY8ByB38nlpp+h6FVK7d5ypfbZcCZySE3OvMbdoW8l5p+/t9dZinnt1ZEfuFarovkfmNmvMp7QUcy/tnCsluzdrHrl9d74UbU+/pejmHHdM27OgKl5MicgrReRjIvKAiLxx5vnHichbt8+/X0SeVbpNa+JlvFpYar6Id/b7eMU98uPGHHrwW0sxj7wa500rffCOeQ39bim3elHqI7cIihZTIvIYAFcAvArA8wG8TkSev/ey7wfwB6r6HAA/DuDHSrapB1LMF/3xnhcpya6XydkSPRUU0bRUSPZGSsx78XrKGkFPHqb0lakbATygqp9Q1T8F8AsAbt57zc0Afnb7+y8BeJmISOF2mWhhEvVq+lb61UsRC4wZ81bGr5WxWQJjHksL/ap57S1dTD0dwKcm/39w+9jsa1T1EQBfAPAk74bUPAitkJrsRox5iYTUyiJDxqOEN1tY1L1JzZXMCXa816dmvoAuIreIyJmInF27di26OYQQQgghAMoXUw8BeObk/8/YPjb7GhG5AOCrADy8fyJVfYuqblR1c/HixeSGzN1WnqSR+o5xxJjznToZCV6J9SE1VzIn2PFen0oXU/cAeK6IPFtEHgvgtQDesfeadwB4/fb37wbw77Ty27K3UCT0mpBa6VdPyW7EmLcyfq2MzRIY81ha6FfNa2/RYmr7HajbALwLwH0AflFVPyoiPyIir9m+7KcBPElEHgDwDwA86vYJ5MsZ8a8vUiZRC0mhN3YxrznZtYLnvpQkjZSY9+L1Ef86vATFvzOlqneq6l9W1a9T1Tu2j/2Qqr5j+/v/q6rfo6rPUdUbVfUTpdu0JlcuXehm0gHLJ1MNk84r7q0tbj34raWY91RIttIH75jX0O+WcqsXt7/k8930p5kvoFvwnHi5Sd5LO3W/McB+derWux7J2h5lV0ha+54Tc68xt2hb2cU9BW+vtxbznJhNmR7fUt8jc5s15lNairmXdk5BsduRwiO3786Xou3ptxTdnOOOaXsWckMUU4BP0KwDYDFB7rFeBZWV3PZbYm6dfJbxsu41tn+uHCL9FvFOv/X7TLWcX6xY97IcLb94YN1urPX84j3HhymmANuVEo9JNz1PjnYuloLKOuEsfY/8qGfaVq9d7VOO8dgRHrD5zTrmkdqp79qtMZ8e12rMc/WtVwUtbzqsXreSG3eP/BKZ13dE+i1Xu9RHi1L5H87Nstls9OzsbPa5++++7eixU+MtuWmX16K6r71Ef98snvpLzuU14fa1U+K+tnYtMffWXtvrFv1T2s+7dBn33bVsni/tx9LXp2i3FHMP/Vq8DqTNc8+4R455SzH31veO+w03XZ59XESuqupm9rnRiilgvpKfDsZcxetZyR4z4dra++eei43npfwp+xPAe7Id0z6lX1p7ev6SMZ87fy1en9Nfor2koJnTPuX1kto1eX1t7Sivn4p5Se0l+qXy6ty5c7xu0Y/0m0d+YzGFZcXUjiWXR0t+xHRKP1K7pH7N2ox5GTzjvrSgWaKbqp+ivUSffitDVNwZ8zq1U/VZTCGtmCKEtEdqQdOLNiFkHXKKqaG+gE4IIYQQ4g2LKUIIIYQQAyymCCGEEEIMsJgihBBCCDGw/t0QCSHEwPVPfRjPuzT/BdHSPOYr/ixM+/qnPoz3vfVNIdqEkOOwmCKENEVkQRH9l4SEkDrhx3yEEEIIIQZYTBFCCCGEGBj+Y75jd05dY4PdQ/qR2qX1I++Ue0qf2uvrR/Y7Ur/nOU7tw0Tl1p7n+DHttfSHvQN6yk7b3gORust3pH6UNmPeh3a0ftR2MiX6XGIbnRT9pbSiHanPmMfoL9XmdjI4XUyl7HRdYoPGlJ2uS+4of0q/xKa/S3dW70m7Fb+V1k7Rr3meLSloSsU8VTtFfySvT/VLbDZcq3YtMS+hfUo/te8sprC8mDo18FO8TFCDdq7+2tqeE88S98iYe+m35jev8U7RXtrvpQVNiZif0m5tjk+1vfTX7vdUO0W/hn57aefq16zNYgrHi6nUJLdPrglzDH9IP9WAuabb1wXyzG/tu2Xie8Q9t+/UXl/bQ/+U9rGCpnTfI7WPMbq2Rb8Gr+foW9fSqX7OWgrYx/yYLjc6PkLq57pzWM0TiaXtu2NTY+iR6GqJeY5/rG3PibtX4R4Z9xr8FqFtZTS/eeR0D1r1Wy25NQePtnv7Z5hiyotc83sM/h33XBeS6KJhko+hRb95zbMocr3e+hzfMdqblmgi/ZZ6jtpjPkQxFT0ItQ5+CqmTLjrmntSwuJY+pjZyE60nEW+YomnNbz3FnLl1fV3PvDFEMRVJDUl+NEolG8b9NCPG3LuNPSySpSkV8xb8FgnXs8OwmMqghWTX07sXoL1k10vcgWUxr2FcPGNew/i1Encvaoj5Ephb46g55sMUUzUPAumHEgmJ3iW1UsKbLSzqpH28vTtMMUXspJqPRQAhhJyGubV9WEyRxezfRdb79YQQMiLMre0zTDE1mvnW2Ngxgtr7VaJ9o3k3F884MebLKBGnEed4DfTar0N4e3eYYsqTlEG4cumC+6ClmL6XRSE15qnHLNEeMe7Asn7XEPMoIvveQnyWwjkeQ07cPbV7ifkQxZTnxGspyXuS2m/vZNcSnt7Iid/IMecctxHtt5Fjztx6nNrn+BDFVA14GSBl8HuZdDnG9+p7qwtry35rMeaRffe6+t1anoiOuYd2NPSbH8MUUx6JOTLJ5xrPY9Ln9jtSe+4ca+KRcCxJ3opX29ekFr9ZtaOO3xFVQLcW89Fza6tzfP9cXgxTTAG2Bc5r0kVeRvfoQ+5xEf22FmCRhZxF25pwvHzSqt+s2jlM20u/5WlH+G1Hy36zkNvv6NxaonAfqpjakTrxPBJd7iITre1hvJyE57W45CR6L+258y15rUeiyV1kevNbivb0WIt2izG3aE+PtfTdqp16Ps9+p2h7xXx3fGt+i9QueTVNVLXYyUux2Wz07Oxs9rn7777t5PH7d9g9dAM070U1V7uUfo3aU33Pdw+p2p76tcR8bf3WvL5E93mXLuO+u47nmFL9jtReSi25de05PtWPzC/H9GvRLqXvqX3DTZdnHxeRq6q6mX1uxGIKSNuyoMQlwaX6vWkv1e+t3/RbH9pLCpoetVOg19fXXapdSr8F7RR9FlNYXkxNmRuMNb8Mua8fqb2W/qEJsFbfI8ec2nVo5+inFDSn9FvSzoXa6+tzPftycvRZTCGvmCKEkCXkFjStaxMyEjnF1JBfQCeEEEII8YLFFCGEEEKIARZThBBCCCEG2tmvgRBCgrn+qQ/jeZfmv09Rmsd8xZ+FaV//1Ifxvre+KUSbkBZgMUUIIQuJLCiiv/xOCDkMP+YjhBBCCDHAYooQQgghxAA/5ttS043GRtVeU78m7TVjHqnPmwl+OfTburqjaM/pU7s8Q9+0s4Vb4PemvVS/t363EPNS+tT20W5lK5sS+inUrs05Xr92zk07h7sytXQzzB23v+Tzf3GM1Qip2gBwK3w2p7Roe296u0Tfq99T7bVjPtVeqh+p7alfi99a0rbqR453jn4tubXlOT7Vp9/W055juCtTt971yOKBn7LbeTp3EHKMt6+dq2/R3ul7TLq1+92q9lQ/UjtX38PrkX6r1evHrg55zPFc7al+q7m1Re2dfqtzPFd7ql9qPeN2MifINR7wpUFL2aF6qrt/nhxtK5bz5PR7elxEv3PbvK/tdZ6c4yx+s2rn4OX1SL9Fe51+S9f2PE8OkX7LIXJNsXrdw2/W8Z5jmGLKI3hW81sMnHus1XjTY1P7Hak9d461jgNshfu+fkrfvZKEV9vXpBa/WbWjjt+R4zePtrc4x63naDm3trqe7Z/Li2GKqWg8Bj814XgaLxJLURFR0NRAy35rMeaRffco3KfarRAdcw/taOg3P4oUUyLyj0XkfhH5sIi8TUS++sDrPikiHxGRD4rI/JegHPA0fouJ3oPUfveSbHLw9Ebkx8ItwTnuQ7TfRo45c+txap/jpa5MvQfAN6jqNwL4jwB+8Mhrv1VVX3ToS12t41XFk3S8vxcwYqJPZcSYey9uzBenYcz7oNT3lyIoUkyp6rtVdReh3wLwjBI6UURPvBTzRbfVi5R+1DA5e4k7sCyeNcS8N0aLew1zhrn1ONF+qznma3xn6vsAvPPAcwrg3SJyVURuKdmImgehBNGmL0Wv/TrGaN7NxTNOjPkyRoxTrzmo134dwtu72cWUiLxXRO6d+bl58prbATwC4OcOnOabVfXFAF4F4FYRuemI3i0iciYiZ9euXcttNjGQaj4mWkJIKiPOIebW9skuplT15ar6DTM/bwcAEfleAH8TwH+vB+4MqqoPbf/9HIC3AbjxiN5bVHWjqpuLFy8mt3d6ozCSR2oMR4x5iTvrjhhH0gYlvLn23oE1wNy6Pt4xLPXXfK8E8A8BvEZV//jAax4vIk/Y/Q7gFQDuLdEeb1owcq8JqZV+teCRpYwY81bGr5WxWQJjHksL/arZI6W+M3UZwBMAvGd724M3A4CIXC8id25f8xQAvykiHwLw2wB+TVV/vVB7wihh0JRz1my+FFL6sYuPd99bSDZRlIr5iHhsM9I73rHJiXkvXs/JrZ704vNSf833HFV95vaWBy9S1TdsH/+0qr56+/snVPWF258XqOodJdoCxCf6HiZdarKJjrknkX3I0e4p5i0k2tG93tr8qA3m1jhdz/zCO6AnEpnkU43Xy6SzxDyi7y0UAEtI3eA60m+e2jXM8dS4tz7Hd7SQVwHm1tbneAmGKaY8JqllEL0MkNsPj7ananuYP/dYr6QcWcjlLqwe2pHU4LcI7Wgi/VZDQcPcmqZtJXo99S7chymmduQOwvS4EY1vxWr+nH5Y424ppLy0c6jBbxHjPSXi4yqvNre0qHvo1zDPLNq51FJ4t+S36esjcusxhiqmcieepZCyak+P8dDO7btVe3qupboeCd6aKCKuaHr4zaId7Tev8U7129w5cvRbjLkFywLneYUh4g1nbtwj1xRvv6UStaZ4aB9DDtwCqmo2m42enc3vi3z/3bcdPXb/hnDHbn62P1AeAzDVP3XjNc9FtSXtqb6X6Zfu5VWy36f06TdqH+N5ly7jvruW57dI7VP6tXh97fwy1fbS79Hrqdqn9FP9dsNNl2cfF5Grh/YRHq6Y2pFyl13vKjb1Dr+R+lHajHmMtrd+K3FvIeZLCppo7VT9FuJeQp/5JUZ/qTaLKSwvpgghpCVSCpqetAlZm5xiaqjvTBFCCCGEeMNiihBCCCHEAIspQgghhBADLKYIIYQQQgzUcUdHQgghR7n+qQ/jeZfmvxhbmsd8xZ+FaV//1Ifxvre+KUSbkKWwmCKEkAaILCii/5KQkNrhx3yEEEIIIQZYTBFCCCGEGGAxRQghhBBiYNjvTM3dgn63t8/c5omlt9iI0p6ee65dpW/9P91PqcR+XYd0o7WPxX2N7Rai/HYs5qW1p+cv7fXa/LbWeM/pr5ljavLbWuM9p72vUTLH1JRf1tTeZ7jtZHI33AXsA5GyMaO39r7+kvPtXj/qRsce+rkx99YGxtwEdem5orxeS8xP6adudOzpde9NloE+NzpeO7/sny8yt3rHnXvzYXkxtST4OzzMnzrwc/oW8+UuFh6LTG7fvRLerXc9kh1zi35u4vJIeLX4LVI75Txei0wN/S7h9VMFTUmvp2jn9N1rUV97TZlqR+b16NxaYk3h3nwnyB38O+657i+OSd0he+5cucfkalsmzrGPRVK0gby4W7Qtx+aM0xxXLl1Ijvupj0VOYYn59BjrmEd7PSXu09e33G+Ldq6+pRDNmR+HyJ2zHvklN7dZ9GvI61a/WbUj1pRDDFVMAbaBzB0Ii/H2tVPx/PjCQm77Lea3xt2qbYm5x3hF+s2rGM3Rru1cS7Em+ojxnmL1e4tz3EM7CmtBNdpaeophiqmI5DjFYwDvuOe6kH7kTroaFlardsl3MqfIiXsNMbdijXlEEesd91aKucg3az3McWtRERV3r/UsEu/xHqKY8kx0kRMvlVquSllpKeaAbzsjxy63eI8s5DziZX3HbiEndl6LWy6l/zqrRiLftHgS6fVUal/Hhyimoml9wgHpk66GZOOl3dr4tdbeOVoqoGvwuhet9aGHOZ7q9V7eJAPt+e0YLKYKU2IxSDlnDxMOSJt0pRbgFhb2KHoqKKJpqZCMooY53ovXc//60otefD5MMeVp/BYmUS8G3af2fpV41xhdENce8x09xXwp0WNTIubRfTpF7e3LpYV+8AXtPQAAIABJREFU1byOD1NMETupibOFopMQQqJJzZWtFPsjwWKKLCb1ncvc7fx7h0mOEBsjzqHUXNnCVaTRGKaYGm1h7zUh9dqvYzBxLqP1+0y1yIhx6jUH9dqvQ3jXBMMUU55EF2bRXxiMICXmNSSFXuIOLItnDTHvjdHiXsOcSYln9DrgRUt/0FRzzFlMFebKpQtVGyCVpZMpetIBfhPPe1PU0kT6bcSY79ro3fcIWslVPcV8R0u51QuPvRFrYYhiynPitZjkPd7x5Z5jtJgD/dzEsIYFZiklvN6K34DYserlJrUplFhTUhnN67Wv40MUUzXgZYDIbRtyiUj0XhMvspDLibv3O/bUzYI9tFsrnoHYvnvFyRL3yO2WWvabte1RcY8sImtlmGLKY6JYJ53FPLnHer5jz9kR3ool5tZkaxmv3I1bD50rh0i/RRbQlrhHvlNvOb9YsW4Mbp3jEfll7lylXj+H1eut5xfvOT5MMQXYKmqPSTc9T452LpZFxjrhpuZP7Uct7xgt+rkLuyXuXn6zxj1Cuxavp+I1x63aFr9ZvZ6D1etWcuM+zYcten1HpN8sa3mJNUVU1f2kpdlsNnp2djb73P1333by+Dnz7d80bX+gSn4PJlJ7/9xzsfF89zll7kZ1XkVMzdqRMQfi/HYq5t76qXFfM+ZAnNdzYv68S5dx3115udUa96Xa++de4rdIr5f021penzt3zWvpUv0bbro8+7iIXFXVzexzIxZTO5ZU9KWuikRqR+tTeyztSP2l79qjtFuJeUpB05N2KqNqR+t7a7OYQloxtU/k9yWoHfsF7xH7zpjHaEfq5+qmFjT7ukB+nz20LfoWavAbtdNhMQVbMUUIIeTRWAqalrXJmOQUU0N9AZ0QQgghxBsWU4QQQgghBlhMEUIIIYQYaOcWw4QQQkK4/qkP43mX5r9HsoY2IbXDYooQQshR3vfWN0U3gZCq4cd8hBBCCCEGWEwRQgghhBjgx3w4fPfUNW44Ru319WvUXuvmdjWOeeR4R+r3HPNo/Rrn+Brax/SpXZZhb9qZsjmk92BEakfr1769Ryn9UbWj9aP8xpiPp52iP2q/S+iX0OYd0JG+0fHchpQ7SmzQuGTD3WjtfX3vDTmP6ZbWPqXvrV1LzFO0vfQj+76035HavcV8Xz+y77X2e6rfW8yP6bfmdRZTOF1MLV3Qp3hNvpQJV4P2Tt/T+Gv3O1LbEnNP/da87jXeOdqe+q35rQevp+jX4Dev3NpazCO0p/qntFlM4XgxlbO47LCawKI91bdo5+pbC6rcvntMPI8xj9TO1W9Ve6dvjXmOvpffWp3jLWpP9SO1c/S9ithW57hVO1d/iTb35ltA7uDnHgfYjWc51mq8ufPkHJejPT0mR98a991xuX330M7Bq98WbSvW81j9lkMNfafX87Qt+SVX3xpzr7HKPY/Hetaa344xTDHlkeg8DBBFhPEji0hvcvpubXtO3D1iHn18DX5r0eut+y035tGM6rcIvPw2PZcXxYopEflhEXlIRD64/Xn1gde9UkQ+JiIPiMgbS7XHi1zzewx+asLxNF4k0Uk+lVqSvJVR/RZJrtd7iXnO3Gm5iIwm0m+p56g95qWvTP24qr5o+3Pn/pMi8hgAVwC8CsDzAbxORJ7v3YjIQSiR6CIW69RJFx1zT+3IK5IRH1dZiIq555hHe7218eMcX1e7htzqRc4VSS9dwLc/0R/z3QjgAVX9hKr+KYBfAHBzcJtOUmtlPEdLbT1Ga/1orb3HWJJwarga5xnzGsavlbh7UUPMU2itvYdoqR81t7V0MXWbiHxYRH5GRJ448/zTAXxq8v8Ht4+5U/MglKCnJDul9n6VaN9o3iXtUMKbI87xGui1X4fw9q6pmBKR94rIvTM/NwP4SQBfB+BFAD4D4J8YtW4RkTMRObt27ZrlVCSTVPOxCCCEkNMwt7aPqZhS1Zer6jfM/LxdVT+rqn+mqn8O4Kdw/pHePg8BeObk/8/YPjan9RZV3ajq5uLFi5Zmk0z272Lr/XpCCBkR5tb2KfnXfE+b/Pc7Adw787J7ADxXRJ4tIo8F8FoA7yjRntHMt9bmjmtTe79KtG807+biGSfGfBkl4jTiHK+BXvt1CG/vlvzO1D8SkY+IyIcBfCuA/xkAROR6EbkTAFT1EQC3AXgXgPsA/KKqfrRgm1xoKdG21NZjtNaP1tp7jCVJdrREvAajxb21OdNaew/RUj9qbmuxYkpV/46q/hVV/UZVfY2qfmb7+KdV9dWT192pqn9ZVb9OVe8o1Z4orly64G6AnhJoCXbx8Yq798akPTOi173bWPOCUQuc4zGU8HovMY++NcIqeE+86TlHITXZlIh5K3h6Iyd+PcQ8tQ+efstdWEeMe+4xhxgtrwLMrUspkVc9zzlEMeVJroG9knzK4Pcy6XKM79X3kd+xRvmtZb9G+K3E1e8WiJzjo+dWzzctax1XGlHV6DYks9ls9OzsbPa5++++7eix3GU7r+/Wnc1ztK0xt2hP9UfVztWP9JtF28tvrcY8V3uqP6p2jr7HG7Vov/W6nt1w0+XZx0XkqqpuZp8bsZgC0gbBI8lOtVP0I7V3+h5XZVLj7tXvSG1LzK3aufo1eL3lfk/1W4q5VXuq31pujfSbV25tLeYR2lN9FlNbLMUUsHwgPBPNnPYx/f1LmZ4FTYT2vn5k3EfVPqbfs99OJVvvj3IZ8+Pa+/rU9tM+pk+/LddmMYVlxRSQduv8Et+XWaofqV1Cv4V+jxrzEtop+tReX7uEPv22vjZjvoyl+iymsLyYmjI3GGt94fiQESL119CO7PexyRel3/t4H9JeS39U7UP6vWvXOMcjtUeY44f0c7RZTCGvmCKEEEIIAfKKKd4agRBCCCHEAIspQgghhBADLKYIIYQQQgywmCKEEEIIMcBiihBCCCHEAIspQgghhBADLKYIIYQQQgyscyetBpje7GutG4zN6a+tvX+TszX1I7X39am9vvba+qNq7+tTe33ttfVr8VvkWrq2/tA37VxyG/pSgxF5+/2l+r1pM+an6S3u1F5fe6n+qF5nzGP0U7R5B3Skb3QMzG+QuMbGjIf0S2nP6Uf1/dA5S72rqKXfI2nv6y/R9tRfsgnqGhvPHtIvoT2nP4rfavL6mvmtpn7P6a81x+e05/S50fEESzG1dJfpHZ4JL1U7Wn+n7b27+JLzeV4m3p2rpZhHaHvqW7Qjx7xlv7WaXyK0p/qeY56S27y1W4p5hH6KNospLCumlg78FOvEyzHevraHfm7fPZJ86jk8CqrcftcQcw/tHH1r3z20I8e8Rb+1nl88tHP0Pcc8Kr+1GnMP/VLrGffmO0Gu8YAvDdrSz4b3dffPk6Odi8V4++fIPS5n0uyOsWrnMI2V13lyjrP47Y57rgvxm+U8ln5Pj2tV20qutpffcvDKS8xvy7F6ff88ucdE+c3a7zmGKaY8gmc1oGWy5x7rUUjtn6vU6+ewJhwgLslbY+6V8CzaqXj6LUK7hphH5JdcvMbbusBFFnLeX4Mo8fo5uJ75zvEhiinPAcg1oJd2iq5nokvt9zTRWJNNTkHl2fdcbQ9S278r4lr32/R8a2pH6+dqe/U7p6jxLOJaijlgL6Sm+TE1t3rM82i/pRA9x08xRDEViZfxSDreH51EXK1ojRFj7n01jvniNIx5H5T6yC0CFlMZRE+8FPNFt9WLlHeANUzOXuIOLItnDTHvjdHiXsOcSYlnxA0pS5AS92i/1eCRQwxTTNU8CCWINn0peu3XMUbzbi6ecWLMlzFinHrNQb326xDe3h2mmCJ2Us3Xyzu3FEZLSIR4M+IcSs2VIxaxtcNiiixm7k62xxgxKRJCSCqpuTI1F5PyDFNM0XxkDUpcjaN3Sa2U8OaIV7TJ+nh7d5hiypMWFrdeE1Ir/WrBI0sZMeatjF8rY7MExjyWFvpVs0dYTBWmhEFTzlmz+VLI+Ssb7763kGyiKBXzEfHcM65XvGOTE/NevsaQMmej17OaGaKY8kz0OZMuaoGJ7LfHnct3eN5pOIfU+Hm2M2fsvPyWuidjDX4bTXv3Ws8xX+OYQ6TOnejcGpHfov3mSU4hV2u/hyimAJ+gWQbRywARps81nmfCScVr4lkmXYR2D1eIrIkuYp6OGnfveZZCDXPcSu4bxUi/eRXv0eup93gPU0ztiBgED+O3nuQjNxLN7bslyVonaqvJystv1phbr7BEjnlLRaTnOVqd4xEbFXtQg99y11ILpdbCoYqp3Il3+0s+bzaeZdJ7auf03UMbSN//yePjPWui8Fggc2Oeq+9VVER6PZfcvltjfuhcqcdEx3xtv+XMj0P61jcAlmOn+WoJ09euPeZcz8pchRRVdT9paTabjZ6dnc0+d//dtx09dt/wp25+5plk9/VH1V5yPu/vSS3dy6uWmHvo0+vLb27omWRr6Heqtod+i37zzi8puc1Lv0W/1e71G266PPu4iFxV1c3sc6MVUzsOvYu4457rZqtdz0p2TvuQbk/ah/SvXLpw8PGSukDceK+lfUh/VL/tkq53IXFKd6pPv5XTr017jdx2SBvo32+lxpvFFJYXUzuOXZot/YXEU5eFS+rXrF1SP7Lfp/TpN2r3on1Kv1evR+a2Jfq9ap/ST9VmMYX0YooQQgghZEdOMTXUF9AJIYQQQrxhMUUIIYQQYoDFFCGEEEKIARZThBBCCCEGWEwRQgghhBhgMUUIIYQQYoDFFCGEEEKIARZThBBCCCEGyt6StAFGvEtv7dol9Xu6S6+ndml9ao+lfUq/V6/zDugx2qf0S2sDA98Bvcf9hGrXTtXvef+onUbUvl2j+m13/kOPl9Ld0bvXD+kf8rq3fitep9/KaXNvvgQsxVSLO5uPpj3V997VPbLfp87nvcDT68vPlfr6JecC2om5h36qf1PmRqr+0r6vnV+m2l76Lfqtdq+zmMLyYmqJ6Xd4mSBHe6rvoZ2qH6XtOfFuveuR8JinnMdjkckdb8C3763E3Wthr6HfudoW/UivT8+T03fPInLt/Mb1rMx6xmIKx4upnEV1Sq4Jc003p59qQA9ti/kj9WvQ9kgYEf0G2vObdxHaWt89xjtXO+c4j3NExzxKO1o/ym+WN4n72sd0q9noWETeKiIf3P58UkQ+eOB1nxSRj2xfN18dObHki4GnsAye1Xi7c3j0I0cXSI+h16Keg5d2bt8B+xW1Q9/vOUZkzL2wxBywxd1ahI0Wd6+PR6OKienxzK3Ltb3Ws4hjd3iPd5FiSlX/tqq+SFVfBOCXAfzKkZd/6/a1s9WeJ54GiJh4qfSQ4IG2Yg74tnONv0I5RGrxHp3gAZ945RSxXuQWNJFzfI0vM9cGc+v6eMa8xLgVvc+UiAiAvwXg50vqnCLaKK1POCB90vWSbID2+tBae+cYNclH01ofWmvvHMytcXjml9I37fzrAD6rqh8/8LwCeLeIXBWRWwq3JYQSi0HKOaPN6kVKP0olmxYW9ih6SvDRtFRIRuEdm5yY9+L1nNzqSS8+zy6mROS9InLvzM/Nk5e9DsevSn2zqr4YwKsA3CoiNx3Ru0VEzkTk7Nq1a7nNdqGFSdSLQfdppV+RH895M2LMWxm/VsZmCYx5LC30q+a1N7uYUtWXq+o3zPy8HQBE5AKA7wLw1iPneGj77+cAvA3AjUde+xZV3ajq5uLFi8ntrXkQSD+USEitLDJkPEp4s4VFnbSPd01Q8mO+lwO4X1UfnHtSRB4vIk/Y/Q7gFQDuLdgeYiTVfCxgCSHkNMyt7VOymHot9j7iE5HrReTO7X+fAuA3ReRDAH4bwK+p6q8XbA8xcugW/V6v7wFeRSLExohziLm1fYoVU6r6var65r3HPq2qr97+/glVfeH25wWqekeptgC+5os28pJks3tNdFu9SLnBWw3J2POjiuiPPRjzGFqI+8gxZ25dn5rX8dJ/zTc8Vy5d6GbStYZX3L338eqZEWPuvbgyX5yGMe8Dj+18amGIYspz4o2a5FP7PWrMgfibGI64MHjeaNPzBqCtkeOdXm5SmwJz6/rU3u8hiqka8DJAhOmtbY9Y3L0mXkvJBvBPOCn9HjXmQGzfva5+txb3HvzWam719FsvDFNMeUwU66SzmCf3WM/FNbXfNcR8eo61jgPO22t9xx55haQGv+VqW+JeQ8wj8ksuXlcEb73rkSbnuPUc++cq9fo5uJ75zvFhiinAVlFbjDc9JkffahwPA+Yaz6JtnexeydlyntxFxrKoT2Me4TfLebzGPCfu1kLKw+tWcrU98pvV6zlYc+vceXKOazW/WQsKq9et+S2HUp/wiKq6n7Q0m81Gz87OZp+7/+7bjh47nbhL7tXhtajmaEfre17+rkE7OuZLzpX6+qXnWrvvFm3PMV96Ls8rUlF+qym/tOT1tcfcM+aR2jX5zbvvN9x0efZxEbmqqpvZ50YrpoBHvxOaG4j9qterkp17F7avX0p7Tj+q74fM751o5rQP6a815nPnXfIaD+01+72vv0TbU3/JYu25oM+dc8epvtPr/tq1eX1fv8d+z+mvNcfntOf0l2izmMKyYmrHksvLpb47sfTSdqR+b9qM+Wl6izu119deqj+q1xnzGP0UbRZTSCumppR4h5qjv7Z2qXeJtWvv61N7fe219UfV3ten9vraa+vX4rfItdSiz2IK+cUUIYQQQkhOMTXUX/MRQgghhHjDYooQQgghxACLKUIIIYQQAyymCCGEEEIMsJgihBBCCDHAYooQQgghxACLKUIIIYQQA+vfUatC5u6eutbNxg7duTVSfw3tyH4fu1tulH7v431Iey39UbUP6feuXeMcj9QeYY4f0l9Le9ibdqbsVN7bdg+RfW+h36PGvIR2ij6119cuoU+/ra/NmC9jqX7OTTuHuzKVuqM7ANyKuF3dI7V3+mvvbL7T3eG1u3hLMbdq5+rX4PWW+z3VbyHmt7/k825bf7SaWyP95pVbW4t5hPZUv0RRN9yVqVTj7bDu9p2TaOb0Ldq5+re/xFZQ5fbdY4d1S9wtMe9BO1c/0m8WbS+/tRrzXO2p/qjaOfpW7Z0+17N07VO63E7mBLnGA/JNs9O1nsNyrMc5Ui6lzh2Xo23tszXuu+Ny+x6l7dXvHKyJbu48OUT6LYepNv22vnak36y5NYfo9SQ6t1rHe45hiimP4HlNvDXxLORS+x2pHY2lcN+R03ePmNdwPNCW3zzzS/TxUX5rcY4DzK1r4uW36bm8GKaY8iLi3df0HBGJLproJJ+q3QtRfmvZr1EFTcsxyyVyjo+eWyOvbNUa8yGKqRLGH21xTZ10vSSbHDy9EfFxVQ2k9sHTb7kF9Ihxzz3mEKPlVYC5dSkl8qrnOYcopiIp8a5xxISTgneyGfnqVCojet27jaMtkjlwjsdQwuu9xJzFVAYtJbuW2nqM1vrRWnuPsSTZ9ZIQa2K0uLc2Z1pr7yFa6kfNbR2mmKp5EErQU5KdUnu/SrRvNO/m4hknxnwZJeI04hyvgV77dQhv7w5TTBE7qebjgkQIIadhbm2fYYqp6U3KRqDEHV5TY1gi5mvts5RLDXEnZC04x31gbl0f7xgOU0x50tLi1lJbj9FaP1pr7zGWJNkaErFnzGsYv1bi7kUNMU+htfYeoqV+1NxWFlOFuXLpgrsBekqgJdjFxyvuHts+jMKIXvduY80LRi1wjsdQwuu9xHyIYsp74o1IarJhzH3IiV8PMU/tg6ffchfWEeOeewz5Esyt61OieB6imPIkMtGmVvG9TLqcmHv1Pef4Xt5pjeq3SHK93kvMc+aO1xwf0euRfot8w1SCYYopjwWu5UvBFgPm9tvD/LVMnJy+t5zkI4+vwW8ter11v+XGPJpR/RaBZ0Hl7Z9hiqkduYNgGbxI408N49GH3OOsHx/k6Fvj7lE8t+i3CJ94nyfi46oa+k6v52lb8kuuvjXmXmOVe56IItJDv1QRKapa5MQl2Ww2enZ2Nvvc/XffdvTYnG0IPIw31U7Rj9Te6XssEqlx9+p3pLYl5p76rXnda7xztD31W/NbD15P0a/Bb165tbWYR2hP9U9p33DT5dnHReSqqm5mnxutmAKWD8R+BetZVJzSj9Te1/d6x710kSmpfUrfW7uWmKdoe+lH9j0l2UZp9xbzff3Ivtfa76l+bzE/pt+a11lMYVkxtc+h2+iv8Zk8tdfXr1F7re9/1DjmkeMdqd9zzKP1a5zja2gf06f2clhMIa+YIoQQQggB8oqp4b6ATgghhBDiCYspQgghhBADLKYIIYQQQgywmCKEEEIIMcBiihBCCCHEAIspQgghhBADLKYIIYQQQgywmCKEEEIIMVDHtttBnLozMlDuzq2R2tH61B5LO1J/iW6kdo8xp/Z42tH60X0HBr0D+lzg9/f1KbGX0CH9mrU99ZfspVRi36zatdeM+RL9Un0/FXNv/ah5tiTm+/r0mw+pfutBu6aY1669VJ/byeB0MZW623SJ3eSXakfre+9sHq3dUsx70k7VjxzztbW9F5paxrx27al+5Ji3rN3qerZEm8UUlhVTSwd+inXi5RhvX9tDP1fbYvzcvntqtxTzqX6k31rUnuq3qG3Rb1F7qj+S37yKiiivt7qe7fRLFFNDfQE9t5ACvjRoS7+Dsa+7f54c7VwsxrP0e187Vd+qbWHaVot+y36zxj3aby1q5+KlbfGb1es5WL1uJbfv03zYotf3z5N7TJTfSqwppmJKRL5HRD4qIn8uIpu9535QRB4QkY+JyLcfOP7ZIvL+7eveKiKPtbTnGB7BsxrQMtlzj7Uab+5cpV4/h0dREZXkvZL7qH6L0K6hgG9xvK1YF7jINy0j5tbp8WseGxnzU1ivTN0L4LsA3D19UESeD+C1AF4A4JUA/rmIPGbm+B8D8OOq+hwAfwDg+43tqRaPwS9VUS/RjTw+B69JV8PimoJ3MZPS7x5inktk3z0LmtzzcY7btKOOz8HrjWJE20tiKqZU9T5V/djMUzcD+AVV/RNV/U8AHgBw4/QFIiIAvg3AL20f+lkA32FpzyE8F5iWEn2Jfq913Nw5Wog54NvOyITTUrIbdY7v6MUnrcScuXV9ap/jpb4z9XQAn5r8/8HtY1OeBOAPVfWRI69pHs+Pe2pgqflqmJxecW8p4QB9LKwtxdz7amAP41eanmK+o6Xc6kXUpy0lOFlMich7ReTemZ+b12jgpB23iMiZiJxdu3ZtTelHET3xUswX3VYvUvpRw+TsJe7AsnjWEPPeGC3uNcwZ5tbjRPut5pifLKZU9eWq+g0zP28/cthDAJ45+f8zto9NeRjAV4vIhSOvmbbjLaq6UdXNxYsXTzX7UdQ8CCUoYfrcv8bzJHoyn6KGuI+KZ5wY82VwjvvA3Lo+3jEs9THfOwC8VkQeJyLPBvBcAL89fYGe3+DqNwB89/ah1wM4VqCRYObuJuv5ekIIGRHm1vax3hrhO0XkQQDfBODXRORdAKCqHwXwiwB+B8CvA7hVVf9se8ydInL99hT/G4B/ICIP4Pw7VD9tac8xaD6yBiX2f6J3Sa2U8GbpPdQIAfy9a/1rvrep6jNU9XGq+hRV/fbJc3eo6tep6ter6jsnj79aVT+9/f0Tqnqjqj5HVb9HVf/E0p61aGFx6zUhtdKvFjyylBFj3sr4tTI2S2DMY2mhXzV7ZKg7oEdQwqAp56zZfCmk9KNUUmgh2USxi00vfovEc8+4Xqlhjvfi9ejc2ovPWUytQA+TLjXB17C4emm3Nn6ttXeOlgqKGrzuRWt96GGOt5hbveihDzuGKKY8zcckvz4txRzwbWd0ks/pS0Sbe5njOe2/culCuE+8aG2OM7euR+1zfIhiCog3i5cBIhN8qnZkwvHSrmFhTdGuIeZWrDG39D33WO+402/rabc2x6evj4q7Z0EThfd4D1NM7fBItBHGryXJ55Krb0l01r5btSPG2+scLfrNMzm2tLDuH7/2sV76Lc5xD+0oavBbS2vpKeT8dk9tsdls9OzsbPa5++++7eix0xuTLblp1zTw1gS7f1O0U/qe2vv6KX1vXXuqnxJzD336LVZ76Y35orxeS8w99Fv0+tr5ZartpV+D9hL9lvx2w02XZx8Xkauqupl9brRiasfc3V53AzJXuXq+U61Je2rC0tqp+mvFvGftU/o9+62mfk+15/R76fecfuSY16q95hwvrV/rPLNos5jC8mIKWHb7/JKX+0/pj6pdUn/Ufi/R71F76RYZI/qNXl9ft6T2Ev1RtVP1WUwhrZgihBBCCJmSU0wN9wV0QgghhBBPWEwRQgghhBhgMUUIIYQQYoDFFCGEEEKIgfrvIZ/IoS+OEUIIIYSUgFemCCGEEEIMsJgihBBCCDHAYooQQgghxACLKUIIIYQQAyymCCGEEEIMsJgihBBCCDHQ5N58InINwO8VlHgygP9c8Py1wn6PBfs9DiP2GWC/R6N0v79GVS/OPdFkMVUaETk7tJlhz7DfY8F+j8OIfQbY7+h2rE1kv/kxHyGEEEKIARZThBBCCCEGWEzN85boBgTBfo8F+z0OI/YZYL9HI6zf/M4UIYQQQogBXpkihBBCCDEwbDElIt8jIh8VkT8Xkc3ecz8oIg+IyMdE5NsPHP9sEXn/9nVvFZHHrtNyP7bt/uD255Mi8sEDr/ukiHxk+7qztdvpjYj8sIg8NOn7qw+87pVbDzwgIm9cu53eiMg/FpH7ReTDIvI2EfnqA69rfrxPjZ2IPG7r/we28/hZ67fSFxF5poj8hoj8zja3/f2Z13yLiHxh4v0fimirN6c8K+f8xHa8PywiL45opyci8vWTcfygiHxRRH5g7zVdjLeI/IyIfE5E7p08dp2IvEdEPr7994kHjn399jUfF5HXF2ukqg75A+B5AL4ewP8FYDN5/PkAPgTgcQCeDeB3ATxm5vhfBPDa7e9vBvA/RffJGI9/AuCHDjz3SQBPjm7f6t1TAAAFEUlEQVSjY19/GMD/euI1j9mO/dcCeOzWE8+Pbrux368AcGH7+48B+LEex3vJ2AH4ewDevP39tQDeGt1uh34/DcCLt78/AcB/nOn3twD4t9FtLdD3o54F8GoA7wQgAF4K4P3RbXbu/2MA/D7O74PU3XgDuAnAiwHcO3nsHwF44/b3N87lMwDXAfjE9t8nbn9/Yok2DntlSlXvU9WPzTx1M4BfUNU/UdX/BOABADdOXyAiAuDbAPzS9qGfBfAdJdtbkm1//haAn49uS0XcCOABVf2Eqv4pgF/AuTeaRVXfraqPbP/7WwCeEdmegiwZu5txPm+B83n8su08aBZV/YyqfmD7+38BcB+Ap8e2qhpuBvCv9ZzfAvDVIvK06EY58jIAv6uqJW9mHYaq3g3g83sPT+fwoTX42wG8R1U/r6p/AOA9AF5Zoo3DFlNHeDqAT03+/yAenZCeBOAPJwvT3Gta4q8D+KyqfvzA8wrg3SJyVURuWbFdJblte7n/Zw5cHl7ig5b5Ppy/U5+j9fFeMnZ/8ZrtPP4Czud1F2w/tvyrAN4/8/Q3iciHROSdIvKCVRtWjlOe7X0+vxaH3wz3ON4A8BRV/cz2998H8JSZ16w27hdKnLQWROS9AJ4689Ttqvr2tdsTwcIYvA7Hr0p9s6o+JCL/NYD3iMj923cK1XKs3wB+EsCP4jwB/yjOP+L8vvVaV44l4y0itwN4BMDPHThNc+NNvoSI/CUAvwzgB1T1i3tPfwDnHwX90fa7gr8K4Llrt7EAw3p2+33d1wD4wZmnex3vL0NVVURCb03QdTGlqi/POOwhAM+c/P8Z28emPIzzy8QXtu9q515TBadiICIXAHwXgL925BwPbf/9nIi8Decfo1SdqJaOvYj8FIB/O/PUEh9Ux4Lx/l4AfxPAy3T7pYKZczQ33nssGbvdax7czoGvwvm8bhoR+UqcF1I/p6q/sv/8tLhS1TtF5J+LyJNVtel93BZ4tsn5vJBXAfiAqn52/4lex3vLZ0Xkaar6me1Htp+bec1DOP/e2I5n4Px70u7wY75H8w4Ar93+tc+zcV7F//b0BdtF6DcAfPf2odcDaPVK18sB3K+qD849KSKPF5En7H7H+ZeY7517bSvsfVfiOzHfn3sAPFfO/2rzsTi/jP6ONdpXChF5JYB/COA1qvrHB17Tw3gvGbt34HzeAufz+N8dKi5bYfudr58GcJ+q/tMDr3nq7rthInIjzteApovIhZ59B4C/u/2rvpcC+MLkI6LWOfjJQo/jPWE6hw+twe8C8AoReeL26xyv2D7mz9rfyq/lB+eL6IMA/gTAZwG8a/Lc7Tj/a6CPAXjV5PE7AVy//f1rcV5kPQDg3wB4XHSfMuPwrwC8Ye+x6wHcOennh7Y/H8X5x0Xh7Tb2+f8E8BEAH8b5hHzafr+3/381zv8i6nc76fcDOP/+wAe3P7u/ZutuvOfGDsCP4LyQBID/ajtvH9jO46+NbrNDn78Z5x9df3gyxq8G8IbdHAdw23ZcP4TzP0L4b6Pb7dDvWc/u9VsAXNn64SOY/AV3yz8AHo/z4uirJo91N944LxY/A+D/267b34/z7zi+D8DHAbwXwHXb124A/IvJsd+3necPAPgfSrWRd0AnhBBCCDHAj/kIIYQQQgywmCKEEEIIMcBiihBCCCHEAIspQgghhBADLKYIIYQQQgywmCKEEEIIMcBiihBCCCHEAIspQgghhBAD/z/YCBgxmIwWjgAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "from matplotlib.patches import Rectangle\n", + "from matplotlib import pyplot as plt\n", + "\n", + "pitch = 1.26 # cm\n", + "\n", + "img = root_univ.plot(width=(22.0, 22.0),\n", + " pixels=(600, 600),\n", + " basis='xy',\n", + " color_by='material',\n", + " seed=0)\n", + "\n", + "# highlight channels\n", + "for i in range(0, 4):\n", + " corner = (i * pitch - pitch / 2.0, -i * pitch - pitch / 2.0)\n", + " rect = Rectangle(corner,\n", + " pitch,\n", + " pitch,\n", + " edgecolor='blue',\n", + " fill=False)\n", + " img.axes.add_artist(rect)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Applying an unstructured mesh tally" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To use this mesh, we'll create an unstructured mesh instance and apply it to a mesh filter." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "download(pin_mesh_url, \"pins1-4.h5m\")\n", + "umesh = openmc.UnstructuredMesh(\"pins1-4.h5m\")\n", + "mesh_filter = openmc.MeshFilter(umesh)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can now apply this filter like any other. For this demonstration we'll score both the flux and heating in these pins." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "tally = openmc.Tally()\n", + "tally.filters = [mesh_filter]\n", + "tally.scores = ['heating', 'flux']\n", + "tally.estimator = 'tracklength'\n", + "model.tallies = [tally]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we'll run this model with the unstructured mesh tally applied. Notice that the simulation takes some time to start due to some additional data structures used by the unstructured mesh tally. Additionally, the particle rate drops dramatically during the active cycles of this simulation.\n", + "\n", + "Unstructured meshes are useful, but they can be computationally expensive!" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.2311872124292096+/-0.00017018932313754055" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.settings.particles = 100_000\n", + "model.settings.inactive = 20\n", + "model.settings.batches = 100\n", + "model.run(output=False)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "At the end of the simulation, we see the statepoint file along with a file named \"tally_1.100.vtk\". This file contains the results of the unstructured mesh tally with convenient labels for the scores applied. In our case the following scores will be present in the VTK:\n", + "\n", + " - flux_total_value\n", + " - flux_total_std_dev\n", + " - heating_total_value\n", + " - heading_total_std_dev\n", + " \n", + " Where \"total\" represents \n", + " \n", + "\n", + "Currently, an unstructured VTK file will only be generated for tallies if the unstructured mesh is is the only filter applied to that tally. All results for the unstructured mesh tally are present in the statepoint file regardless of the number of filters applied, however.\n", + "\n", + "These files can be viewed using free tools like [Paraview](https://www.paraview.org/) and [VisIt](https://wci.llnl.gov/simulation/computer-codes/visit/) to examine the results." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "tally_1.100.vtk\r\n" + ] + } + ], + "source": [ + "!ls *.vtk" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Flux" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": { + "image/png": { + "width": 600 + } + }, + "output_type": "execute_result" + } + ], + "source": [ + "Image(\"./images/umesh_flux.png\", width=600)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Heating\n", + "Here is an image of the heating score as viewed in VisIt. Note that no heating is scored in the water-filled channels as expected." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": { + "image/png": { + "width": 600 + } + }, + "output_type": "execute_result" + } + ], + "source": [ + "Image(\"./images/umesh_heating.png\", width=600)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Statepoint Data" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "with openmc.StatePoint(\"statepoint.100.h5\") as sp:\n", + " tally = sp.tallies[1]\n", + " umesh = sp.meshes[1]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Enough information for visualization of results on the unstructured mesh is also provided in the statepoint file. Namely, the mesh element volumes and centroids are available." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[1.43381086e-04 1.48043747e-04 1.60408339e-04 ... 7.04197023e-05\n", + " 7.04197023e-05 7.04197023e-05]\n", + "[[ 2.88485691 -2.55429784 9.97768184]\n", + " [ 2.87565092 -2.60469781 9.8884092 ]\n", + " [ 2.85832254 -2.65291228 9.97768184]\n", + " ...\n", + " [ 1.46082175 -1.15569203 -3.62914358]\n", + " [ 1.4443143 -1.1321793 -3.65475081]\n", + " [ 1.46884412 -1.15657736 -3.68206543]]\n" + ] + } + ], + "source": [ + "print(umesh.volumes)\n", + "print(umesh.centroids)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The combination of these values can provide for an appoxmiate visualization of the unstructured mesh without its explicit representation or use of an additional mesh library.\n", + "\n", + "We hope you've found this example notebook useful!" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 19, + "metadata": { + "image/png": { + "width": 600 + } + }, + "output_type": "execute_result" + } + ], + "source": [ + "Image(\"./images/umesh_w_assembly.png\", width=600)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/jupyter/unstructured-mesh-part-ii.ipynb b/examples/jupyter/unstructured-mesh-part-ii.ipynb new file mode 100644 index 0000000000..24df3cd051 --- /dev/null +++ b/examples/jupyter/unstructured-mesh-part-ii.ipynb @@ -0,0 +1,682 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Unstructured Mesh Tallies with CAD Geometry in OpenMC\n", + "\n", + "In the first notebook on this topic, we looked at how to set up a tally using an unstructured mesh in OpenMC.\n", + "In this notebook, we will explore using unstructured mesh in conjunction with CAD-based geometry to perform detailed geometry analysis on complex geomerty.\n", + "\n", + "_**NOTE: This notebook will not run successfully if OpenMC has not been built with DAGMC support enabled.**_" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from IPython.display import Image\n", + "import openmc\n", + "import openmc.lib\n", + "\n", + "assert(openmc.lib._dagmc_enabled())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We'll need to download our DAGMC geometry and unstructured mesh files. We'll be retrieving those using the function and URLs below." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import urllib.request\n", + "\n", + "manifold_geom_url = 'https://tinyurl.com/rp7grox' # 99 MB\n", + "manifold_mesh_url = 'https://tinyurl.com/wojemuh' # 5.4 MB\n", + "\n", + "def download(url, filename='dagmc.h5m'):\n", + " \"\"\"\n", + " Helper function for retrieving dagmc models\n", + " \"\"\"\n", + " u = urllib.request.urlopen(url)\n", + " \n", + " if u.status != 200:\n", + " raise RuntimeError(\"Failed to download file.\")\n", + " \n", + " # save file as dagmc.h5m\n", + " with open(filename, 'wb') as f:\n", + " f.write(u.read())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The model we'll be looking at in this example is a steel piping manifold:" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": { + "image/png": { + "width": 800 + } + }, + "output_type": "execute_result" + } + ], + "source": [ + "Image(\"./images/manifold-cad.png\", width=800)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This is a nice example of a model which would be extremely difficult to model using CSG. To get started, we'll need two files: \n", + " 1. the DAGMC gometry file on which we'll track particles and \n", + " 2. a tetrahedral mesh of the piping structure on which we'll score tallies\n", + " \n", + "To start, let's create the materials we'll need for this problem. The pipes are steel and we'll model the surrounding area as air." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "air = openmc.Material(name='air')\n", + "air.set_density('g/cc', 0.001205)\n", + "air.add_element('N', 0.784431)\n", + "air.add_element('O', 0.210748)\n", + "air.add_element('Ar',0.0046)\n", + "\n", + "steel = openmc.Material(name='steel')\n", + "steel.set_density('g/cc', 8.0)\n", + "steel.add_element('Si', 0.010048)\n", + "steel.add_element('S', 0.00023)\n", + "steel.add_element('Fe', 0.669)\n", + "steel.add_element('Ni', 0.12)\n", + "steel.add_element('Mo', 0.025)\n", + "steel.add_nuclide('P31',0.00023)\n", + "steel.add_nuclide('Mn55',0.011014)\n", + "\n", + "materials = openmc.Materials([air, steel])\n", + "materials.export_to_xml()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's download the geometry and mesh files.\n", + "(This may take some time.)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "# get the manifold DAGMC geometry file\n", + "download(manifold_geom_url) \n", + "# get the manifold tet mesh\n", + "download(manifold_mesh_url, 'manifold.h5m')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next we'll create a 5 MeV isotropic neutron point source at the entrance the single pipe on the low side of the model." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "src_pnt = openmc.stats.Point(xyz=(0.0, 0.0, 0.0))\n", + "src_energy = openmc.stats.Discrete(x=[5.e+06], p=[1.0])\n", + "\n", + "source = openmc.Source(space=src_pnt, energy=src_energy)\n", + "\n", + "settings = openmc.Settings()\n", + "settings.source = source\n", + "\n", + "settings.run_mode = \"fixed source\"\n", + "settings.batches = 10\n", + "settings.particles = 5000" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And we'll indicate that we're using a CAD-based geometry." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "settings.dagmc = True\n", + "\n", + "settings.export_to_xml()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We'll run a few particles through this geometry to make sure everything is working properly." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " %%%%%%%%%%%%%%%\n", + " %%%%%%%%%%%%%%%%%%%%%%%%\n", + " %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%\n", + " %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%\n", + " %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%\n", + " %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%\n", + " %%%%%%%%%%%%%%%%%%%%%%%%\n", + " %%%%%%%%%%%%%%%%%%%%%%%%\n", + " ############### %%%%%%%%%%%%%%%%%%%%%%%%\n", + " ################## %%%%%%%%%%%%%%%%%%%%%%%\n", + " ################### %%%%%%%%%%%%%%%%%%%%%%%\n", + " #################### %%%%%%%%%%%%%%%%%%%%%%\n", + " ##################### %%%%%%%%%%%%%%%%%%%%%\n", + " ###################### %%%%%%%%%%%%%%%%%%%%\n", + " ####################### %%%%%%%%%%%%%%%%%%\n", + " ####################### %%%%%%%%%%%%%%%%%\n", + " ###################### %%%%%%%%%%%%%%%%%\n", + " #################### %%%%%%%%%%%%%%%%%\n", + " ################# %%%%%%%%%%%%%%%%%\n", + " ############### %%%%%%%%%%%%%%%%\n", + " ############ %%%%%%%%%%%%%%%\n", + " ######## %%%%%%%%%%%%%%\n", + " %%%%%%%%%%%\n", + "\n", + " | The OpenMC Monte Carlo Code\n", + " Copyright | 2011-2020 MIT and OpenMC contributors\n", + " License | http://openmc.readthedocs.io/en/latest/license.html\n", + " Version | 0.12.0-dev\n", + " Git SHA1 | e7eceff2aa3a9bbfd4dd553f585d1a31b051ddb3\n", + " Date/Time | 2020-03-27 10:25:39\n", + " OpenMP Threads | 2\n", + "\n", + " Reading settings XML file...\n", + " Reading cross sections XML file...\n", + " Reading materials XML file...\n", + " Reading DAGMC geometry...\n", + "Loading file dagmc.h5m\n", + "Initializing the GeomQueryTool...\n", + "Using faceting tolerance: 0.001\n", + "Building OBB Tree...\n", + " Reading N14 from /home/shriwise/opt/openmc/xs/nndc_hdf5/N14.h5\n", + " Reading N15 from /home/shriwise/opt/openmc/xs/nndc_hdf5/N15.h5\n", + " Reading O16 from /home/shriwise/opt/openmc/xs/nndc_hdf5/O16.h5\n", + " Reading O17 from /home/shriwise/opt/openmc/xs/nndc_hdf5/O17.h5\n", + " Reading Ar36 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Ar36.h5\n", + " WARNING: Negative value(s) found on probability table for nuclide Ar36 at 294K\n", + " Reading Ar38 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Ar38.h5\n", + " Reading Ar40 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Ar40.h5\n", + " Reading Si28 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Si28.h5\n", + " Reading Si29 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Si29.h5\n", + " Reading Si30 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Si30.h5\n", + " Reading S32 from /home/shriwise/opt/openmc/xs/nndc_hdf5/S32.h5\n", + " Reading S33 from /home/shriwise/opt/openmc/xs/nndc_hdf5/S33.h5\n", + " Reading S34 from /home/shriwise/opt/openmc/xs/nndc_hdf5/S34.h5\n", + " Reading S36 from /home/shriwise/opt/openmc/xs/nndc_hdf5/S36.h5\n", + " Reading Fe54 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Fe54.h5\n", + " Reading Fe56 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Fe56.h5\n", + " Reading Fe57 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Fe57.h5\n", + " Reading Fe58 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Fe58.h5\n", + " Reading Ni58 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Ni58.h5\n", + " Reading Ni60 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Ni60.h5\n", + " Reading Ni61 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Ni61.h5\n", + " Reading Ni62 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Ni62.h5\n", + " Reading Ni64 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Ni64.h5\n", + " Reading Mo100 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Mo100.h5\n", + " Reading Mo92 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Mo92.h5\n", + " Reading Mo94 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Mo94.h5\n", + " Reading Mo95 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Mo95.h5\n", + " Reading Mo96 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Mo96.h5\n", + " Reading Mo97 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Mo97.h5\n", + " Reading Mo98 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Mo98.h5\n", + " Reading P31 from /home/shriwise/opt/openmc/xs/nndc_hdf5/P31.h5\n", + " Reading Mn55 from /home/shriwise/opt/openmc/xs/nndc_hdf5/Mn55.h5\n", + " Maximum neutron transport energy: 20000000.000000 eV for N15\n", + " Minimum neutron data temperature: 294.000000 K\n", + " Maximum neutron data temperature: 294.000000 K\n", + " Preparing distributed cell instances...\n", + " Writing summary.h5 file...\n", + "\n", + " ===============> FIXED SOURCE TRANSPORT SIMULATION <===============\n", + "\n", + " Simulating batch 1\n", + " Simulating batch 2\n", + " Simulating batch 3\n", + " Simulating batch 4\n", + " Simulating batch 5\n", + " Simulating batch 6\n", + " Simulating batch 7\n", + " Simulating batch 8\n", + " Simulating batch 9\n", + " Simulating batch 10\n", + " Creating state point statepoint.10.h5...\n", + "\n", + " =======================> TIMING STATISTICS <=======================\n", + "\n", + " Total time for initialization = 2.0935e+01 seconds\n", + " Reading cross sections = 2.3075e+00 seconds\n", + " Total time in simulation = 7.0885e+00 seconds\n", + " Time in transport only = 7.0872e+00 seconds\n", + " Time in active batches = 7.0885e+00 seconds\n", + " Time accumulating tallies = 3.8640e-06 seconds\n", + " Total time for finalization = 1.2420e-06 seconds\n", + " Total time elapsed = 2.8024e+01 seconds\n", + " Calculation Rate (active) = 7053.66 particles/second\n", + "\n", + " ============================> RESULTS <============================\n", + "\n", + " Leakage Fraction = 0.97472 +/- 0.00083\n", + "\n" + ] + } + ], + "source": [ + "openmc.run()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's setup the unstructured mesh tally. We'll do this the same way we did in the [previous notebook](./unstructured-mesh-part-i.ipynb)." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "unstructured_mesh = openmc.UnstructuredMesh(\"manifold.h5m\")\n", + "\n", + "mesh_filter = openmc.MeshFilter(unstructured_mesh)\n", + "\n", + "tally = openmc.Tally()\n", + "tally.filters = [mesh_filter]\n", + "tally.scores = ['flux']\n", + "tally.estimator = 'tracklength'\n", + "\n", + "\n", + "tallies = openmc.Tallies([tally])\n", + "tallies.export_to_xml()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "settings.batches = 200\n", + "settings.export_to_xml()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "openmc.run(output=False)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Again we should see that `tally_1.200.vtk` file which we can use to visualize our results in VisIt or another tool of your choice that supports VTK files." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "tally_1.200.vtk\r\n" + ] + } + ], + "source": [ + "!ls *.vtk" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For the purpose of this example, we haven't run enough particles to score in all of the tet elements, but we indeed see larger flux values near the source location at the bottom of the model." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Visualization with statepoint data\n", + "\n", + "It was mentioned in the previous unstructured mesh example that the centroids and volumes of elements are written to the state point file. Here, we'll explore how to use that information to produce point cloud information for visualization of this data.\n", + "\n", + "This is particularly important when combining an unstructured mesh tally with other filters as a `.vtk` file will not automatically be written with the statepoint file in that scenario. To demonstrate this, let's setup a tally similar to the one above, but add an energy filter and re-run the model." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Tally\n", + "\tID =\t1\n", + "\tName =\t\n", + "\tFilters =\tMeshFilter, EnergyFilter\n", + "\tNuclides =\t\n", + "\tScores =\t['flux']\n", + "\tEstimator =\ttracklength\n", + "\n", + "EnergyFilter\n", + "\tValues =\t[0.e+00 1.e+00 1.e+07]\n", + "\tID =\t2\n", + "\n" + ] + } + ], + "source": [ + "# energy filter with bins from 0 to 1 eV and 1 eV to 10 MeV\n", + "energy_filter = openmc.EnergyFilter((0.0, 1.0, 1.e+07))\n", + "\n", + "tally.filters = [mesh_filter, energy_filter]\n", + "print(tally)\n", + "print(energy_filter)\n", + "tallies.export_to_xml()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\r\n", + "\r\n", + " \r\n", + " manifold.h5m\r\n", + " \r\n", + " \r\n", + " 1\r\n", + " \r\n", + " \r\n", + " 0.0 1.0 10000000.0\r\n", + " \r\n", + " \r\n", + " 1 2\r\n", + " flux\r\n", + " tracklength\r\n", + " \r\n", + "\r\n" + ] + } + ], + "source": [ + "!cat tallies.xml" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "openmc.run(output=False)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Noice the warning at the end of the output above indicating that the .vtk file we used before isn't written in this case.\n", + "\n", + "Let's open up this statepoint file and get the information we need to create the point cloud data instead.\n", + "\n", + "_**NOTE: You will need the Python vtk module installed to run this part of the notebook.**_" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "with openmc.StatePoint(\"statepoint.200.h5\") as sp:\n", + " tally = sp.tallies[1]\n", + " \n", + " umesh = sp.meshes[1]\n", + " centroids = umesh.centroids\n", + " mesh_vols = umesh.volumes\n", + " \n", + " thermal_flux = tally.get_values(scores=['flux'], \n", + " filters=[openmc.EnergyFilter],\n", + " filter_bins=[((0.0, 1.0),)]) \n", + " fast_flux = tally.get_values(scores=['flux'],\n", + " filters=[openmc.EnergyFilter],\n", + " filter_bins=[((1.0, 1.e+07),)])" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/shriwise/.pyenv/versions/3.7.3/lib/python3.7/site-packages/vtk/util/numpy_support.py:137: FutureWarning: Conversion of the second argument of issubdtype from `complex` to `np.complexfloating` is deprecated. In future, it will be treated as `np.complex128 == np.dtype(complex).type`.\n", + " assert not numpy.issubdtype(z.dtype, complex), \\\n" + ] + }, + { + "data": { + "text/plain": [ + "1" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import vtk\n", + "from vtk.util import numpy_support as npsup\n", + "\n", + "# create data arrays for the cells/points\n", + "vertices = vtk.vtkCellArray()\n", + "points = vtk.vtkPoints()\n", + "\n", + "for centroid in centroids:\n", + " # create a point for each centroid\n", + " point_id = points.InsertNextPoint(centroid)\n", + " # create a cell of type \"Vertex\" for each point\n", + " cell_id = vertices.InsertNextCell(1, (point_id,))\n", + " \n", + "polyData = vtk.vtkPolyData()\n", + "\n", + "polyData.SetPoints(points)\n", + "polyData.SetVerts(vertices)\n", + "\n", + "# normalize the thermal flux using mesh \n", + "# cell volumes and shape into 1D array\n", + "thermal_flux = thermal_flux.flatten() / mesh_vols.flatten()\n", + "\n", + "# add results to the polygonal data\n", + "thermal_results = vtk.vtkDoubleArray()\n", + "thermal_results.SetName(\"Thermal Flux\")\n", + "thermal_results.SetNumberOfComponents(1)\n", + "thermal_results.SetArray(npsup.numpy_to_vtk(thermal_flux),\n", + " thermal_flux.size,\n", + " True)\n", + "\n", + "# normalize the fast flux using mesh \n", + "# cell volumes and shape into 1D array\n", + "fast_flux = fast_flux.flatten() / mesh_vols.flatten()\n", + "fast_results = vtk.vtkDoubleArray()\n", + "fast_results.SetName(\"Fast Flux\")\n", + "fast_results.SetNumberOfComponents(1)\n", + "fast_results.SetArray(npsup.numpy_to_vtk(fast_flux),\n", + " fast_flux.size,\n", + " True)\n", + "\n", + "total_flux = thermal_flux + fast_flux\n", + "total_results = vtk.vtkDoubleArray()\n", + "total_results.SetName(\"Total Flux\")\n", + "total_results.SetNumberOfComponents(1)\n", + "total_results.SetArray(npsup.numpy_to_vtk(total_flux),\n", + " total_flux.size,\n", + " True)\n", + "\n", + "polyData.GetPointData().AddArray(thermal_results)\n", + "polyData.GetPointData().AddArray(fast_results)\n", + "polyData.GetPointData().AddArray(total_results)\n", + "\n", + "writer = vtk.vtkGenericDataObjectWriter()\n", + "writer.SetFileName(\"manifold_flux.vtk\")\n", + "writer.SetInputData(polyData)\n", + "writer.Write()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We should now see our new flux file in the directory. It can be used to visualize the results in the same way as our other `.vtk` files." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "manifold_flux.vtk tally_1.200.vtk\r\n" + ] + } + ], + "source": [ + "!ls *.vtk" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 19, + "metadata": { + "image/png": { + "width": 800 + } + }, + "output_type": "execute_result" + } + ], + "source": [ + "Image(\"./images/manifold_pnt_cld.png\", width=800)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/include/openmc/mesh.h b/include/openmc/mesh.h index bac4885cad..bb52cd8a59 100644 --- a/include/openmc/mesh.h +++ b/include/openmc/mesh.h @@ -15,6 +15,13 @@ #include "openmc/particle.h" #include "openmc/position.h" +#ifdef DAGMC +#include "moab/Core.hpp" +#include "moab/AdaptiveKDTree.hpp" +#include "moab/Matrix3.hpp" +#include "moab/GeomUtil.hpp" +#endif + namespace openmc { //============================================================================== @@ -30,6 +37,7 @@ extern std::unordered_map mesh_map; } // namespace model + class Mesh { public: @@ -61,6 +69,42 @@ public: //! \return Mesh bin virtual int get_bin(Position r) const = 0; + //! Get the number of mesh cells. + virtual int n_bins() const = 0; + + //! Get the number of mesh cell surfaces. + virtual int n_surface_bins() const = 0; + + //! Write mesh data to an HDF5 group + // + //! \param[in] group HDF5 group + virtual void to_hdf5(hid_t group) const = 0; + + //! Find the mesh lines that intersect an axis-aligned slice plot + // + //! \param[in] plot_ll The lower-left coordinates of the slice plot. + //! \param[in] plot_ur The upper-right coordinates of the slice plot. + //! \return A pair of vectors indicating where the mesh lines lie along each + //! of the plot's axes. For example an xy-slice plot will get back a vector + //! of x-coordinates and another of y-coordinates. These vectors may be + //! empty for low-dimensional meshes. + virtual std::pair, std::vector> + plot(Position plot_ll, Position plot_ur) const = 0; + + //! Get a label for the mesh bin + virtual std::string bin_label(int bin) const = 0; + + // Data members + int id_ {-1}; //!< User-specified ID + int n_dimension_; //!< Number of dimensions +}; + +class StructuredMesh : public Mesh { +public: + StructuredMesh() = default; + StructuredMesh(pugi::xml_node node) : Mesh {node} {}; + virtual ~StructuredMesh() = default; + //! Get bin given mesh indices // //! \param[in] Array of mesh indices @@ -80,32 +124,10 @@ public: //! \param[out] ijk Mesh indices virtual void get_indices_from_bin(int bin, int* ijk) const = 0; - //! Get the number of mesh cells. - virtual int n_bins() const = 0; - - //! Get the number of mesh cell surfaces. - virtual int n_surface_bins() const = 0; - - //! Find the mesh lines that intersect an axis-aligned slice plot - // - //! \param[in] plot_ll The lower-left coordinates of the slice plot. - //! \param[in] plot_ur The upper-right coordinates of the slice plot. - //! \return A pair of vectors indicating where the mesh lines lie along each - //! of the plot's axes. For example an xy-slice plot will get back a vector - //! of x-coordinates and another of y-coordinates. These vectors may be - //! empty for low-dimensional meshes. - virtual std::pair, std::vector> - plot(Position plot_ll, Position plot_ur) const = 0; - - //! Write mesh data to an HDF5 group - // - //! \param[in] group HDF5 group - virtual void to_hdf5(hid_t group) const = 0; + //! Get a label for the mesh bin + std::string bin_label(int bin) const override; // Data members - - int id_ {-1}; //!< User-specified ID - int n_dimension_; //!< Number of dimensions xt::xtensor lower_left_; //!< Lower-left coordinates of mesh xt::xtensor upper_right_; //!< Upper-right coordinates of mesh }; @@ -114,7 +136,7 @@ public: //! Tessellation of n-dimensional Euclidean space by congruent squares or cubes //============================================================================== -class RegularMesh : public Mesh +class RegularMesh : public StructuredMesh { public: // Constructors @@ -176,7 +198,8 @@ private: bool intersects_3d(Position& r0, Position r1, int* ijk) const; }; -class RectilinearMesh : public Mesh + +class RectilinearMesh : public StructuredMesh { public: // Constructors @@ -218,13 +241,176 @@ public: bool intersects(Position& r0, Position r1, int* ijk) const; // Data members - xt::xtensor shape_; //!< Number of mesh elements in each dimension private: std::vector> grid_; }; +#ifdef DAGMC + +class UnstructuredMesh : public Mesh { + +public: + UnstructuredMesh() = default; + UnstructuredMesh(pugi::xml_node); + ~UnstructuredMesh() = default; + + void bins_crossed(const Particle* p, + std::vector& bins, + std::vector& lengths) const override; + + std::pair, std::vector> + plot(Position plot_ll, Position plot_ur) const override; + + //! Determine which surface bins were crossed by a particle. + // + //! \param[in] p Particle to check + //! \param[out] bins Surface bins that were crossed + void surface_bins_crossed(const Particle* p, std::vector& bins) const; + + //! Write mesh data to an HDF5 group. + // + //! \param[in] group HDF5 group + void to_hdf5(hid_t group) const; + + //! Get bin at a given position. + // + //! \param[in] r Position to get bin for + //! \return Mesh bin + int get_bin(Position r) const; + + int n_bins() const override; + + int n_surface_bins() const override; + + //! Retrieve a centroid for the mesh cell + // + // \param[in] tet MOAB EntityHandle of the tetrahedron + // \return The centroid of the element + Position centroid(moab::EntityHandle tet) const; + + //! Return a string represntation of the mesh bin + // + //! \param[in] bin Mesh bin to generate a label for + std::string bin_label(int bin) const override; + + //! Add a score to the mesh instance + void add_score(std::string score) const; + + //! Set data for a score + void set_score_data(const std::string& score, + std::vector values, + std::vector std_dev) const; + + //! Write the mesh with any current tally data + void write(std::string base_filename) const; + + std::string filename_; //!< Path to unstructured mesh file + +private: + + //! Find all intersections with faces of the mesh. + // + //! \param[in] start Staring location + //! \param[in] dir Normalized particle direction + //! \param[in] track_len length of particle track + //! \param[out] Mesh intersections + void + intersect_track(const moab::CartVect& start, + const moab::CartVect& dir, + double track_len, + std::vector& hits) const; + + //! Calculate the volume for a given tetrahedron handle. + // + // \param[in] tet MOAB EntityHandle of the tetrahedron + double tet_volume(moab::EntityHandle tet) const; + + //! Find the tetrahedron for the given location if + //! one exists + // + //! \param[in] + //! \return MOAB EntityHandle of tet + moab::EntityHandle get_tet(const Position& r) const; + + //! Return the containing tet given a position + moab::EntityHandle get_tet(const moab::CartVect& r) const { + return get_tet(Position(r[0], r[1], r[2])); + }; + + //! Check for point containment within a tet; uses + //! pre-computed barycentric data. + // + //! \param[in] r Position to check + //! \param[in] MOAB terahedron to check + //! \return True if r is inside, False if r is outside + bool point_in_tet(const moab::CartVect& r, + moab::EntityHandle tet) const; + + //! Compute barycentric coordinate data for all tetrahedra + //! in the mesh. + // + //! \param[in] tets MOAB Range of tetrahedral elements + void compute_barycentric_data(const moab::Range& tets); + + //! Translate a MOAB EntityHandle to its corresponding bin. + // + //! \param[in] eh MOAB EntityHandle to translate + //! \return Mesh bin + int get_bin_from_ent_handle(moab::EntityHandle eh) const; + + //! Translate a bin to its corresponding MOAB EntityHandle + //! for the tetrahedron representing that bin. + // + //! \param[in] bin Bin value to translate + //! \return MOAB EntityHandle of tet + moab::EntityHandle get_ent_handle_from_bin(int bin) const; + + //! Get the bin for a given mesh cell index + // + //! \param[in] idx Index of the mesh cell. + //! \return Mesh bin + int get_bin_from_index(int idx) const; + + //! Get the mesh cell index for a given position + // + //! \param[in] r Position to get index for + //! \param[in,out] in_mesh Whether position is in the mesh + int get_index(const Position& r, bool* in_mesh) const; + + //! Get the mesh cell index from a bin + // + //! \param[in] bin Bin to get the index for + //! \return Index of the bin + int get_index_from_bin(int bin) const; + + //! Build a KDTree for all tetrahedra in the mesh. All + //! triangles representing 2D faces of the mesh are + //! added to the tree as well. + // + //! \param[in] all_tets MOAB Range of tetrahedra for the tree + void build_kdtree(const moab::Range& all_tets); + + //! Get the tags for a score from the mesh instance + //! or create them if they are not there + // + //! \param[in] score Name of the score + //! \return The MOAB value and error tag handles, respectively + std::pair + get_score_tags(std::string score) const; + + // data members + moab::Range ehs_; //!< Range of tetrahedra EntityHandle's in the mesh + moab::EntityHandle tetset_; //!< EntitySet containing all tetrahedra + moab::EntityHandle kdtree_root_; //!< Root of the MOAB KDTree + std::unique_ptr mbi_; //!< MOAB instance + std::unique_ptr kdtree_; //!< MOAB KDTree instance + std::vector baryc_data_; //!< Barycentric data for tetrahedra +}; + +#endif + //============================================================================== // Non-member functions //============================================================================== @@ -239,6 +425,8 @@ void read_meshes(pugi::xml_node root); //! \param[in] group HDF5 group void meshes_to_hdf5(hid_t group); +RegularMesh* get_regular_mesh(int32_t index); + void free_memory_mesh(); } // namespace openmc diff --git a/include/openmc/state_point.h b/include/openmc/state_point.h index e44c57f1a4..4a901ac2a2 100644 --- a/include/openmc/state_point.h +++ b/include/openmc/state_point.h @@ -16,5 +16,9 @@ void read_source_bank(hid_t group_id); void write_tally_results_nr(hid_t file_id); void restart_set_keff(); +#ifdef DAGMC +void write_unstructured_mesh_results(); +#endif + } // namespace openmc #endif // OPENMC_STATE_POINT_H diff --git a/include/openmc/tallies/tally.h b/include/openmc/tallies/tally.h index 298f3d3a15..c19ceb2af3 100644 --- a/include/openmc/tallies/tally.h +++ b/include/openmc/tallies/tally.h @@ -72,6 +72,9 @@ public: void accumulate(); + //! A string representing the i-th score on this tally + std::string score_name(int score_idx) const; + //---------------------------------------------------------------------------- // Major public data members. diff --git a/openmc/filter.py b/openmc/filter.py index 28b06f52e6..7af029150f 100644 --- a/openmc/filter.py +++ b/openmc/filter.py @@ -764,7 +764,10 @@ class MeshFilter(Filter): def mesh(self, mesh): cv.check_type('filter mesh', mesh, openmc.MeshBase) self._mesh = mesh - self.bins = list(mesh.indices) + if isinstance(mesh, openmc.UnstructuredMesh): + self.bins = list(range(len(mesh.volumes))) + else: + self.bins = list(mesh.indices) def can_merge(self, other): # Mesh filters cannot have more than one bin diff --git a/openmc/mesh.py b/openmc/mesh.py index 6ef8776fe8..fcc1f2ee2d 100644 --- a/openmc/mesh.py +++ b/openmc/mesh.py @@ -80,6 +80,8 @@ class MeshBase(IDManagerMixin, metaclass=ABCMeta): return RegularMesh.from_hdf5(group) elif mesh_type == 'rectilinear': return RectilinearMesh.from_hdf5(group) + elif mesh_type == 'unstructured': + return UnstructuredMesh.from_hdf5(group) else: raise ValueError('Unrecognized mesh type: "' + mesh_type + '"') @@ -105,8 +107,8 @@ class RegularMesh(MeshBase): n_dimension : int Number of mesh dimensions. lower_left : Iterable of float - The lower-left corner of the structured mesh. If only two coordinate are - given, it is assumed that the mesh is an x-y mesh. + The lower-left corner of the structured mesh. If only two coordinate + are given, it is assumed that the mesh is an x-y mesh. upper_right : Iterable of float The upper-right corner of the structrued mesh. If only two coordinate are given, it is assumed that the mesh is an x-y mesh. @@ -586,3 +588,128 @@ class RectilinearMesh(MeshBase): subelement.text = ' '.join(map(str, self.z_grid)) return element + + +class UnstructuredMesh(MeshBase): + """A 3D unstructured mesh + + Parameters + ---------- + filename : str + Location of the unstructured mesh file + mesh_id : int + Unique identifier for the mesh + name : str + Name of the mesh + + Attributes + ---------- + id : int + Unique identifier for the mesh + name : str + Name of the mesh + filename : str + Name of the file containing the unstructured mesh + volumes : Iterable of float + Volumes of the unstructured mesh elements + total_volume : float + Volume of the unstructured mesh in total + centroids : Iterable of tuple + An iterable of element centroid coordinates, e.g. [(0.0, 0.0, 0.0), + (1.0, 1.0, 1.0), ...] + """ + + def __init__(self, filename, mesh_id=None, name=''): + super().__init__(mesh_id, name) + self.filename = filename + self._volumes = [] + self._centroids = [] + + @property + def filename(self): + return self._filename + + @filename.setter + def filename(self, filename): + cv.check_type('Unstructured Mesh filename', filename, str) + self._filename = filename + + @property + def volumes(self): + return self._volumes + + @volumes.setter + def volumes(self, volumes): + cv.check_type("Unstructured mesh volumes", volumes, Iterable, Real) + self._volumes = volumes + + @property + def total_volume(self): + return np.sum(self.volumes) + + @property + def centroids(self): + return self._centroids + + @centroids.setter + def centroids(self, centroids): + cv.check_type("Unstructured mesh centroids", centroids, + Iterable, Real) + self._centroids = centroids + + def __repr__(self): + string = super().__repr__() + return string + '{: <16}=\t{}\n'.format('\tFilename', self.filename) + + @classmethod + def from_hdf5(cls, group): + mesh_id = int(group.name.split('/')[-1].lstrip('mesh ')) + filename = group['filename'][()].decode() + + mesh = cls(filename, mesh_id=mesh_id) + vol_data = group['volumes'][()] + centroids = group['centroids'][()] + mesh.volumes = np.reshape(vol_data, (vol_data.shape[0],)) + mesh.centroids = np.reshape(centroids, (vol_data.shape[0], 3)) + + return mesh + + def to_xml_element(self): + """Return XML representation of the mesh + + Returns + ------- + element : xml.etree.ElementTree.Element + XML element containing mesh data + + """ + + element = ET.Element("mesh") + element.set("id", str(self._id)) + element.set("type", "unstructured") + + subelement = ET.SubElement(element, "filename") + subelement.text = self.filename + + return element + + @classmethod + def from_xml_element(cls, elem): + """Generate unstructured mesh object from XML element + + Parameters + ---------- + elem : xml.etree.ElementTree.Element + XML element + + Returns + ------- + openmc.UnstructuredMesh + UnstructuredMesh generated from an XML element + """ + mesh_id = int(get_text(elem, 'id')) + filename = get_text(elem, 'filename') + + mesh = cls(filename, mesh_id) + + return mesh diff --git a/src/mesh.cpp b/src/mesh.cpp index e847b80d34..f40ce30855 100644 --- a/src/mesh.cpp +++ b/src/mesh.cpp @@ -9,11 +9,13 @@ #ifdef OPENMC_MPI #include "mpi.h" #endif +#include // for fmt #include "xtensor/xbuilder.hpp" #include "xtensor/xeval.hpp" #include "xtensor/xmath.hpp" #include "xtensor/xsort.hpp" #include "xtensor/xtensor.hpp" +#include "xtensor/xview.hpp" #include "openmc/capi.h" #include "openmc/constants.h" @@ -21,6 +23,7 @@ #include "openmc/hdf5_interface.h" #include "openmc/message_passing.h" #include "openmc/search.h" +#include "openmc/settings.h" #include "openmc/tallies/filter.h" #include "openmc/xml_interface.h" @@ -81,12 +84,30 @@ Mesh::Mesh(pugi::xml_node node) } } +//============================================================================== +// Structured Mesh implementation +//============================================================================== + +std::string +StructuredMesh::bin_label(int bin) const { + std::vector ijk(n_dimension_); + get_indices_from_bin(bin, ijk.data()); + + if (n_dimension_ > 2) { + return fmt::format("Mesh Index ({}, {}, {})", ijk[0], ijk[1], ijk[2]); + } else if (n_dimension_ > 1) { + return fmt::format("Mesh Index ({}, {})", ijk[0], ijk[1]); + } else { + return fmt::format("Mesh Index ({})", ijk[0]) ; + } +} + //============================================================================== // RegularMesh implementation //============================================================================== RegularMesh::RegularMesh(pugi::xml_node node) - : Mesh {node} + : StructuredMesh {node} { // Determine number of dimensions for mesh if (check_for_node(node, "dimension")) { @@ -792,11 +813,12 @@ void RegularMesh::to_hdf5(hid_t group) const } xt::xtensor -RegularMesh::count_sites(const Particle::Bank* bank, int64_t length, - bool* outside) const +RegularMesh::count_sites(const Particle::Bank* bank, + int64_t length, + bool* outside) const { // Determine shape of array for counts - std::size_t m = xt::prod(shape_)(); + std::size_t m = this->n_bins(); std::vector shape = {m}; // Create array of zeros @@ -851,7 +873,7 @@ RegularMesh::count_sites(const Particle::Bank* bank, int64_t length, //============================================================================== RectilinearMesh::RectilinearMesh(pugi::xml_node node) - : Mesh {node} + : StructuredMesh {node} { n_dimension_ = 3; @@ -1190,9 +1212,7 @@ void RectilinearMesh::get_indices_from_bin(int bin, int* ijk) const int RectilinearMesh::n_bins() const { - int n_bins = 1; - for (auto dim : shape_) n_bins *= dim; - return n_bins; + return xt::prod(shape_)(); } int RectilinearMesh::n_surface_bins() const @@ -1383,6 +1403,10 @@ check_regular_mesh(int32_t index, RegularMesh** mesh) // C API functions //============================================================================== +RegularMesh* get_regular_mesh(int32_t index) { + return dynamic_cast(model::meshes[index].get()); +} + //! Extend the meshes array by n elements extern "C" int openmc_extend_meshes(int32_t n, int32_t* index_start, int32_t* index_end) @@ -1450,7 +1474,6 @@ openmc_mesh_set_dimension(int32_t index, int n, const int* dims) std::vector shape = {static_cast(n)}; mesh->shape_ = xt::adapt(dims, n, xt::no_ownership(), shape); mesh->n_dimension_ = mesh->shape_.size(); - return 0; } @@ -1502,6 +1525,550 @@ openmc_mesh_set_params(int32_t index, int n, const double* ll, const double* ur, return 0; } +#ifdef DAGMC + +UnstructuredMesh::UnstructuredMesh(pugi::xml_node node) : Mesh(node) +{ + // unstructured always assumed to be 3D + n_dimension_ = 3; + + // check the mesh type + if (check_for_node(node, "type")) { + auto temp = get_node_value(node, "type", true, true); + if (temp != "unstructured") { + fatal_error("Invalid mesh type: " + temp); + } + } + + // get the filename of the unstructured mesh to load + if (check_for_node(node, "filename")) { + filename_ = get_node_value(node, "filename"); + } else { + fatal_error("No filename supplied for unstructured mesh with ID: " + + std::to_string(id_)); + } + + // create MOAB instance + mbi_ = std::make_unique(); + // load unstructured mesh file + moab::ErrorCode rval = mbi_->load_file(filename_.c_str()); + if (rval != moab::MB_SUCCESS) { + fatal_error("Failed to load the unstructured mesh file: " + filename_); + } + + // set member range of tetrahedral entities + rval = mbi_->get_entities_by_dimension(0, n_dimension_, ehs_); + if (rval != moab::MB_SUCCESS) { + fatal_error("Failed to get all tetrahedral elements"); + } + + if (!ehs_.all_of_type(moab::MBTET)) { + warning("Non-tetrahedral elements found in unstructured " + "mesh file: " + filename_); + } + + // make an entity set for all tetrahedra + // this is used for convenience later in output + rval = mbi_->create_meshset(moab::MESHSET_SET, tetset_); + if (rval != moab::MB_SUCCESS) { + fatal_error("Failed to create an entity set for the tetrahedral elements"); + } + + rval = mbi_->add_entities(tetset_, ehs_); + if (rval != moab::MB_SUCCESS) { + fatal_error("Failed to add tetrahedra to an entity set."); + } + + // build acceleration data structures + compute_barycentric_data(ehs_); + build_kdtree(ehs_); +} + +void +UnstructuredMesh::build_kdtree(const moab::Range& all_tets) +{ + moab::Range all_tris; + int adj_dim = 2; + moab::ErrorCode rval = mbi_->get_adjacencies(all_tets, + adj_dim, + true, + all_tris, + moab::Interface::UNION); + if (rval != moab::MB_SUCCESS) { + fatal_error("Failed to get adjacent triangles for tets"); + } + + if (!all_tris.all_of_type(moab::MBTRI)) { + warning("Non-triangle elements found in tet adjacencies in " + "unstructured mesh file: " + filename_); + } + + // combine into one range + moab::Range all_tets_and_tris; + all_tets_and_tris.merge(all_tets); + all_tets_and_tris.merge(all_tris); + + // create a kd-tree instance + kdtree_ = std::make_unique(mbi_.get()); + + // build the tree + rval = kdtree_->build_tree(all_tets_and_tris, &kdtree_root_); + if (rval != moab::MB_SUCCESS) { + fatal_error("Failed to construct KDTree for the " + "unstructured mesh file: " + filename_); + } +} + +void +UnstructuredMesh::intersect_track(const moab::CartVect& start, + const moab::CartVect& dir, + double track_len, + std::vector& hits) const { + hits.clear(); + + moab::ErrorCode rval; + std::vector tris; + // get all intersections with triangles in the tet mesh + // (distances are relative to the start point, not the previous intersection) + rval = kdtree_->ray_intersect_triangles(kdtree_root_, + FP_COINCIDENT, + dir.array(), + start.array(), + tris, + hits, + 0, + track_len); + if (rval != moab::MB_SUCCESS) { + fatal_error("Failed to compute intersections on unstructured mesh: " + filename_); + } + + // remove duplicate intersection distances + std::unique(hits.begin(), hits.end()); + + // sorts by first component of std::pair by default + std::sort(hits.begin(), hits.end()); +} + +void +UnstructuredMesh::bins_crossed(const Particle* p, + std::vector& bins, + std::vector& lengths) const +{ + + moab::ErrorCode rval; + Position last_r{p->r_last_}; + Position r{p->r()}; + Direction u{p->u()}; + u /= u.norm(); + moab::CartVect r0(last_r.x, last_r.y, last_r.z); + moab::CartVect r1(r.x, r.y, r.z); + moab::CartVect dir(u.x, u.y, u.z); + + double track_len = (r1 - r0).length(); + + r0 -= TINY_BIT * dir; + r1 += TINY_BIT * dir; + + std::vector hits; + intersect_track(r0, dir, track_len, hits); + + bins.clear(); + lengths.clear(); + + // if there are no intersections the track may lie entirely + // within a single tet. If this is the case, apply entire + // score to that tet and return. + if (hits.size() == 0) { + Position midpoint = last_r + u * (track_len * 0.5); + int bin = this->get_bin(midpoint); + if (bin != -1) { + bins.push_back(bin); + lengths.push_back(1.0); + } + return; + } + + // for each segment in the set of tracks, try to look up a tet + // at the midpoint of the segment + Position current = last_r; + double last_dist = 0.0; + for (const auto& hit : hits) { + // get the segment length + double segment_length = hit - last_dist; + last_dist = hit; + // find the midpoint of this segment + Position midpoint = current + u * (segment_length * 0.5); + // try to find a tet for this position + int bin = this->get_bin(midpoint); + + // determine the start point for this segment + current = last_r + u * hit; + + if (bin == -1) { + continue; + } + + bins.push_back(bin); + lengths.push_back(segment_length / track_len); + + } + + // tally remaining portion of track after last hit if + // the last segment of the track is in the mesh but doesn't + // reach the other side of the tet + if (hits.back() < track_len) { + Position segment_start = last_r + u * hits.back(); + double segment_length = track_len - hits.back(); + Position midpoint = segment_start + u * (segment_length * 0.5); + int bin = this->get_bin(midpoint); + if (bin != -1) { + bins.push_back(bin); + lengths.push_back(segment_length / track_len); + } + } +}; + +moab::EntityHandle +UnstructuredMesh::get_tet(const Position& r) const +{ + moab::CartVect pos(r.x, r.y, r.z); + // find the leaf of the kd-tree for this position + moab::AdaptiveKDTreeIter kdtree_iter; + moab::ErrorCode rval = kdtree_->point_search(pos.array(), kdtree_iter); + if (rval != moab::MB_SUCCESS) { return 0; } + + // retrieve the tet elements of this leaf + moab::EntityHandle leaf = kdtree_iter.handle(); + moab::Range tets; + rval = mbi_->get_entities_by_dimension(leaf, 3, tets, false); + if (rval != moab::MB_SUCCESS) { + warning("MOAB error finding tets."); + } + + // loop over the tets in this leaf, returning the containing tet if found + for (const auto& tet : tets) { + if (point_in_tet(pos, tet)) { + return tet; + } + } + + // if no tet is found, return an invalid handle + return 0; +} + +double UnstructuredMesh::tet_volume(moab::EntityHandle tet) const { + std::vector conn; + moab::ErrorCode rval = mbi_->get_connectivity(&tet, 1, conn); + if (rval != moab::MB_SUCCESS) { + fatal_error("Failed to get tet connectivity"); + } + + moab::CartVect p[4]; + rval = mbi_->get_coords(conn.data(), conn.size(), p[0].array()); + if (rval != moab::MB_SUCCESS) { + fatal_error("Failed to get tet coords"); + } + + return 1.0 / 6.0 * (((p[1] - p[0]) * (p[2] - p[0])) % (p[3] - p[0])); +} + +void UnstructuredMesh::surface_bins_crossed(const Particle* p, std::vector& bins) const { + // TODO: Implement triangle crossings here + throw std::runtime_error{"Unstructured mesh surface tallies are not implemented."}; +} + +int +UnstructuredMesh::get_bin(Position r) const { + moab::EntityHandle tet = get_tet(r); + if (tet == 0) { + return -1; + } else { + return get_bin_from_ent_handle(tet); + } +} + +void +UnstructuredMesh::compute_barycentric_data(const moab::Range& tets) { + moab::ErrorCode rval; + + baryc_data_.clear(); + baryc_data_.resize(tets.size()); + + // compute the barycentric data for each tet element + // and store it as a 3x3 matrix + for (auto& tet : tets) { + std::vector verts; + rval = mbi_->get_connectivity(&tet, 1, verts); + if (rval != moab::MB_SUCCESS) { + fatal_error("Failed to get connectivity of tet on umesh: " + filename_); + } + + moab::CartVect p[4]; + rval = mbi_->get_coords(verts.data(), verts.size(), p[0].array()); + if (rval != moab::MB_SUCCESS) { + fatal_error("Failed to get coordinates of a tet in umesh: " + filename_); + } + + moab::Matrix3 a(p[1] - p[0], p[2] - p[0], p[3] - p[0], true); + + // invert now to avoid this cost later + a = a.transpose().inverse(); + baryc_data_.at(get_bin_from_ent_handle(tet)) = a; + } +} + +void +UnstructuredMesh::to_hdf5(hid_t group) const +{ + hid_t mesh_group = create_group(group, fmt::format("mesh {}", id_)); + + write_dataset(mesh_group, "type", "unstructured"); + write_dataset(mesh_group, "filename", filename_); + + // write volume and centroid of each tet + std::vector tet_vols; + xt::xtensor centroids({ehs_.size(), 3}); + for (int i = 0; i < ehs_.size(); i++) { + const auto& eh = ehs_[i]; + tet_vols.emplace_back(this->tet_volume(eh)); + Position c = this->centroid(eh); + xt::view(centroids, i, xt::all()) = xt::xarray({c.x, c.y, c.z}); + } + + write_dataset(mesh_group, "volumes", tet_vols); + write_dataset(mesh_group, "centroids", centroids); + + close_group(mesh_group); +} + +bool +UnstructuredMesh::point_in_tet(const moab::CartVect& r, moab::EntityHandle tet) const { + + moab::ErrorCode rval; + + // get tet vertices + std::vector verts; + rval = mbi_->get_connectivity(&tet, 1, verts); + if (rval != moab::MB_SUCCESS) { + warning("Failed to get vertices of tet in umesh: " + filename_); + return false; + } + + // first vertex is used as a reference point for the barycentric data - + // retrieve its coordinates + moab::CartVect p_zero; + rval = mbi_->get_coords(verts.data(), 1, p_zero.array()); + if (rval != moab::MB_SUCCESS) { + warning("Failed to get coordinates of a vertex in " + "unstructured mesh: " + filename_); + return false; + } + + // look up barycentric data + int idx = get_bin_from_ent_handle(tet); + const moab::Matrix3& a_inv = baryc_data_[idx]; + + moab::CartVect bary_coords = a_inv * (r - p_zero); + + return (bary_coords[0] >= 0.0 && + bary_coords[1] >= 0.0 && + bary_coords[2] >= 0.0 && + bary_coords[0] + bary_coords[1] + bary_coords[2] <= 1.0); +} + +int +UnstructuredMesh::get_bin_from_index(int idx) const { + if (idx >= n_bins()) { + fatal_error(fmt::format("Invalid bin index: {}", idx)); + } + return ehs_[idx] - ehs_[0]; +} + +int +UnstructuredMesh::get_index(const Position& r, + bool* in_mesh) const { + int bin = get_bin(r); + *in_mesh = bin != -1; + return bin; +} + +int UnstructuredMesh::get_index_from_bin(int bin) const { + return bin; +} + +std::pair, std::vector> +UnstructuredMesh::plot(Position plot_ll, Position plot_ur) const { + // TODO: Implement mesh lines + return {}; +} + +int +UnstructuredMesh::get_bin_from_ent_handle(moab::EntityHandle eh) const { + int bin = eh - ehs_[0]; + if (bin >= n_bins()) { + fatal_error(fmt::format("Invalid bin: {}", bin)); + } + return bin; +} + +moab::EntityHandle +UnstructuredMesh::get_ent_handle_from_bin(int bin) const { + if (bin >= n_bins()) { + fatal_error(fmt::format("Invalid bin index: ", bin)); + } + return ehs_[bin]; +} + +int UnstructuredMesh::n_bins() const { + return ehs_.size(); +} + +int UnstructuredMesh::n_surface_bins() const { + // collect all triangles in the set of tets for this mesh + moab::Range tris; + moab::ErrorCode rval; + rval = mbi_->get_entities_by_type(0, moab::MBTRI, tris); + if (rval != moab::MB_SUCCESS) { + warning("Failed to get all triangles in the mesh instance"); + return -1; + } + return 2 * tris.size(); +} + +Position +UnstructuredMesh::centroid(moab::EntityHandle tet) const { + moab::ErrorCode rval; + + // look up the tet connectivity + std::vector conn; + rval = mbi_->get_connectivity(&tet, 1, conn); + if (rval != moab::MB_SUCCESS) { + warning("Failed to get connectivity of a mesh element."); + return {}; + } + + // get the coordinates + std::vector coords(conn.size()); + rval = mbi_->get_coords(conn.data(), conn.size(), coords[0].array()); + if (rval != moab::MB_SUCCESS) { + warning("Failed to get the coordinates of a mesh element."); + return {}; + } + + // compute the centroid of the element vertices + moab::CartVect centroid(0.0, 0.0, 0.0); + for(const auto& coord : coords) { + centroid += coord; + } + centroid /= double(coords.size()); + + return {centroid[0], centroid[1], centroid[2]}; +} + +std::string +UnstructuredMesh::bin_label(int bin) const { + return fmt::format("Mesh Index ({})", bin); +}; + +std::pair +UnstructuredMesh::get_score_tags(std::string score) const { + moab::ErrorCode rval; + // add a tag to the mesh + // all scores are treated as a single value + // with an uncertainty + moab::Tag value_tag; + + // create the value tag if not present and get handle + double default_val = 0.0; + auto val_string = score + "_mean"; + rval = mbi_->tag_get_handle(val_string.c_str(), + 1, + moab::MB_TYPE_DOUBLE, + value_tag, + moab::MB_TAG_DENSE|moab::MB_TAG_CREAT, + &default_val); + if (rval != moab::MB_SUCCESS) { + auto msg = fmt::format("Could not create or retrieve the value tag for the score {}" + " on unstructured mesh {}", score, id_); + fatal_error(msg); + } + + // create the std dev tag if not present and get handle + moab::Tag error_tag; + std::string err_string = score + "_std_dev"; + rval = mbi_->tag_get_handle(err_string.c_str(), + 1, + moab::MB_TYPE_DOUBLE, + error_tag, + moab::MB_TAG_DENSE|moab::MB_TAG_CREAT, + &default_val); + if (rval != moab::MB_SUCCESS) { + auto msg = fmt::format("Could not create or retrieve the error tag for the score {}" + " on unstructured mesh {}", score, id_); + fatal_error(msg); + } + + // return the populated tag handles + return {value_tag, error_tag}; +} + +void +UnstructuredMesh::add_score(std::string score) const { + auto score_tags = this->get_score_tags(score); +} + +void +UnstructuredMesh::set_score_data(const std::string& score, + std::vector values, + std::vector std_dev) const { + auto score_tags = this->get_score_tags(score); + + // normalize tally values by element volume + for (int i = 0; i < ehs_.size(); i++) { + auto eh = this->get_ent_handle_from_bin(i); + double volume = this->tet_volume(eh); + values[i] /= volume; + std_dev[i] /= volume; + } + + moab::ErrorCode rval; + // set the score value + rval = mbi_->tag_set_data(score_tags.first, ehs_, values.data()); + if (rval != moab::MB_SUCCESS) { + auto msg = fmt::format("Failed to set the tally value for score '{}' " + "on unstructured mesh {}", score, id_); + warning(msg); + } + + // set the error value + rval = mbi_->tag_set_data(score_tags.second, ehs_, std_dev.data()); + if (rval != moab::MB_SUCCESS) { + auto msg = fmt::format("Failed to set the tally error for score '{}' " + "on unstructured mesh {}", score, id_); + warning(msg); + } +} + +void +UnstructuredMesh::write(std::string base_filename) const { + // add extension to the base name + auto filename = base_filename + ".vtk"; + write_message("Writing unstructured mesh " + filename + "...", 5); + filename = settings::path_output + filename; + + // write the tetrahedral elements of the mesh only + // to avoid clutter from zero-value data on other + // elements during visualization + moab::ErrorCode rval; + rval = mbi_->write_mesh(filename.c_str(), &tetset_, 1); + if (rval != moab::MB_SUCCESS) { + auto msg = fmt::format("Failed to write unstructured mesh {}", id_); + warning(msg); + } +} + +#endif + //============================================================================== // Non-member functions //============================================================================== @@ -1521,6 +2088,13 @@ void read_meshes(pugi::xml_node root) model::meshes.push_back(std::make_unique(node)); } else if (mesh_type == "rectilinear") { model::meshes.push_back(std::make_unique(node)); +#ifdef DAGMC + } else if (mesh_type == "unstructured") { + model::meshes.push_back(std::make_unique(node)); +#else + } else if (mesh_type == "unstructured") { + fatal_error("Unstructured mesh support is disabled."); +#endif } else { fatal_error("Invalid mesh type: " + mesh_type); } diff --git a/src/state_point.cpp b/src/state_point.cpp index c8c3c87bd8..bf249aa983 100644 --- a/src/state_point.cpp +++ b/src/state_point.cpp @@ -24,6 +24,7 @@ #include "openmc/simulation.h" #include "openmc/tallies/derivative.h" #include "openmc/tallies/filter.h" +#include "openmc/tallies/filter_mesh.h" #include "openmc/tallies/tally.h" #include "openmc/timer.h" @@ -164,6 +165,11 @@ openmc_statepoint_write(const char* filename, bool* write_source) tally_ids.push_back(tally->id_); write_attribute(tallies_group, "ids", tally_ids); +#ifdef DAGMC + // write unstructured mesh tallies to VTK if possible + write_unstructured_mesh_results(); +#endif + // Write all tally information except results for (const auto& tally : model::tallies) { hid_t tally_group = create_group(tallies_group, @@ -677,6 +683,82 @@ void read_source_bank(hid_t group_id) H5Tclose(banktype); } +#ifdef DAGMC +void write_unstructured_mesh_results() { + + for (auto& tally : model::tallies) { + for (auto filter_idx : tally->filters()) { + auto& filter = model::tally_filters[filter_idx]; + if (filter->type() != "mesh") continue; + + // check if the filter uses an unstructured mesh + auto mesh_filter = dynamic_cast(filter.get()); + auto mesh_idx = mesh_filter->mesh(); + auto umesh = dynamic_cast(model::meshes[mesh_idx].get()); + + if (!umesh) continue; + + // if this tally has more than one filter, print + // warning and skip writing the mesh + if (tally->filters().size() > 1) { + warning(fmt::format("Skipping unstructured mesh writing for tally " + "{}. More than one filter is present on the tally.", + tally->id_)); + break; + } + + int n_realizations = tally->n_realizations_; + + // write each score/nuclide combination for this tally + for (int i_score = 0; i_score < tally->scores_.size(); i_score++) { + for (int i_nuc = 0; i_nuc < tally->nuclides_.size(); i_nuc++) { + + // index for this nuclide and score + int nuc_score_idx = i_score + i_nuc*tally->scores_.size(); + + // construct result vectors + std::vector mean_vec, std_dev_vec; + for (int j = 0; j < tally->results_.shape()[0]; j++) { + // mean + double mean = tally->results_(j, nuc_score_idx, TallyResult::SUM) / n_realizations; + mean_vec.push_back(mean); + // std. dev. + double sum_sq = tally->results_(j , nuc_score_idx, TallyResult::SUM_SQ); + if (n_realizations > 1) { + double std_dev = sum_sq/n_realizations - mean*mean; + std_dev = std::sqrt(std_dev / (n_realizations - 1)); + std_dev_vec.push_back(std_dev); + } else { + std_dev_vec.push_back(0.0); + } + } + + // generate a name for the value + std::string nuclide_name = "total"; // start with total by default + if (tally->nuclides_[i_nuc] > -1) { + nuclide_name = data::nuclides[tally->nuclides_[i_nuc]]->name_; + } + + std::string score_name = tally->score_name(i_score); + auto score_str = fmt::format("{}_{}", score_name, nuclide_name); + umesh->set_score_data(score_str, mean_vec, std_dev_vec); + } + } + + // Generate a file name based on the tally id + // and the current batch number + int w = std::to_string(settings::n_max_batches).size(); + std::string filename = fmt::format("tally_{0}.{1:0{2}}", + tally->id_, + simulation::current_batch, + w); + // Write the unstructured mesh and data to file + umesh->write(filename); + } + } +} +#endif + void write_tally_results_nr(hid_t file_id) { // ========================================================================== diff --git a/src/tallies/filter_mesh.cpp b/src/tallies/filter_mesh.cpp index 6c2cc8bd12..d2a240bcf1 100644 --- a/src/tallies/filter_mesh.cpp +++ b/src/tallies/filter_mesh.cpp @@ -55,18 +55,7 @@ std::string MeshFilter::text_label(int bin) const { auto& mesh = *model::meshes[mesh_]; - int n_dim = mesh.n_dimension_; - - std::vector ijk(n_dim); - mesh.get_indices_from_bin(bin, ijk.data()); - - if (n_dim > 2) { - return fmt::format("Mesh Index ({}, {}, {})", ijk[0], ijk[1], ijk[2]); - } else if (n_dim > 1) { - return fmt::format("Mesh Index ({}, {})", ijk[0], ijk[1]); - } else { - return fmt::format("Mesh Index ({})", ijk[0]) ; - } + return mesh.bin_label(bin); } void diff --git a/src/tallies/tally.cpp b/src/tallies/tally.cpp index b63128dc04..6b89136a05 100644 --- a/src/tallies/tally.cpp +++ b/src/tallies/tally.cpp @@ -833,6 +833,14 @@ void Tally::accumulate() } } +std::string +Tally::score_name(int score_idx) const { + if (score_idx < 0 || score_idx >= scores_.size()) { + fatal_error("Index in scores array is out of bounds."); + } + return reaction_name(scores_[score_idx]); +} + //============================================================================== // Non-member functions //============================================================================== diff --git a/tests/regression_tests/unstructured_mesh/__init__.py b/tests/regression_tests/unstructured_mesh/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/tests/regression_tests/unstructured_mesh/inputs_true0.dat b/tests/regression_tests/unstructured_mesh/inputs_true0.dat new file mode 100644 index 0000000000..58d6f0b1ed --- /dev/null +++ b/tests/regression_tests/unstructured_mesh/inputs_true0.dat @@ -0,0 +1,92 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + fixed source + 100 + 10 + + + + + 0.0 1.0 + + + 0.0 1.0 + + + + + 15000000.0 1.0 + + + + + + + 10 10 10 + -10.0 -10.0 -10.0 + 10.0 10.0 10.0 + + + test_mesh_tets_w_holes.h5m + + + 1 + + + 2 + + + 1 + flux + collision + + + 2 + flux + collision + + diff --git a/tests/regression_tests/unstructured_mesh/inputs_true1.dat b/tests/regression_tests/unstructured_mesh/inputs_true1.dat new file mode 100644 index 0000000000..1ccfda9ba0 --- /dev/null +++ b/tests/regression_tests/unstructured_mesh/inputs_true1.dat @@ -0,0 +1,92 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + fixed source + 100 + 10 + + + + + 0.0 1.0 + + + 0.0 1.0 + + + + + 15000000.0 1.0 + + + + + + + 10 10 10 + -10.0 -10.0 -10.0 + 10.0 10.0 10.0 + + + test_mesh_tets.h5m + + + 3 + + + 4 + + + 3 + flux + collision + + + 4 + flux + collision + + diff --git a/tests/regression_tests/unstructured_mesh/inputs_true2.dat b/tests/regression_tests/unstructured_mesh/inputs_true2.dat new file mode 100644 index 0000000000..7f25eead89 --- /dev/null +++ b/tests/regression_tests/unstructured_mesh/inputs_true2.dat @@ -0,0 +1,92 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + fixed source + 100 + 10 + + + + + 0.0 1.0 + + + 0.0 1.0 + + + + + 15000000.0 1.0 + + + + + + + 10 10 10 + -10.0 -10.0 -10.0 + 10.0 10.0 10.0 + + + test_mesh_tets_w_holes.h5m + + + 5 + + + 6 + + + 5 + flux + collision + + + 6 + flux + collision + + diff --git a/tests/regression_tests/unstructured_mesh/inputs_true3.dat b/tests/regression_tests/unstructured_mesh/inputs_true3.dat new file mode 100644 index 0000000000..d0e329b60f --- /dev/null +++ b/tests/regression_tests/unstructured_mesh/inputs_true3.dat @@ -0,0 +1,92 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + fixed source + 100 + 10 + + + + + 0.0 1.0 + + + 0.0 1.0 + + + + + 15000000.0 1.0 + + + + + + + 10 10 10 + -10.0 -10.0 -10.0 + 10.0 10.0 10.0 + + + test_mesh_tets.h5m + + + 7 + + + 8 + + + 7 + flux + collision + + + 8 + flux + collision + + diff --git a/tests/regression_tests/unstructured_mesh/inputs_true4.dat b/tests/regression_tests/unstructured_mesh/inputs_true4.dat new file mode 100644 index 0000000000..d2fbe4197b --- /dev/null +++ b/tests/regression_tests/unstructured_mesh/inputs_true4.dat @@ -0,0 +1,92 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + fixed source + 100 + 10 + + + + + 0.0 1.0 + + + 0.0 1.0 + + + + + 15000000.0 1.0 + + + + + + + 10 10 10 + -10.0 -10.0 -10.0 + 10.0 10.0 10.0 + + + test_mesh_tets_w_holes.h5m + + + 9 + + + 10 + + + 9 + flux + tracklength + + + 10 + flux + tracklength + + diff --git a/tests/regression_tests/unstructured_mesh/inputs_true5.dat b/tests/regression_tests/unstructured_mesh/inputs_true5.dat new file mode 100644 index 0000000000..dd2d9d59bb --- /dev/null +++ b/tests/regression_tests/unstructured_mesh/inputs_true5.dat @@ -0,0 +1,92 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + fixed source + 100 + 10 + + + + + 0.0 1.0 + + + 0.0 1.0 + + + + + 15000000.0 1.0 + + + + + + + 10 10 10 + -10.0 -10.0 -10.0 + 10.0 10.0 10.0 + + + test_mesh_tets.h5m + + + 11 + + + 12 + + + 11 + flux + tracklength + + + 12 + flux + tracklength + + diff --git a/tests/regression_tests/unstructured_mesh/inputs_true6.dat b/tests/regression_tests/unstructured_mesh/inputs_true6.dat new file mode 100644 index 0000000000..c14e9052b4 --- /dev/null +++ b/tests/regression_tests/unstructured_mesh/inputs_true6.dat @@ -0,0 +1,92 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + fixed source + 100 + 10 + + + + + 0.0 1.0 + + + 0.0 1.0 + + + + + 15000000.0 1.0 + + + + + + + 10 10 10 + -10.0 -10.0 -10.0 + 10.0 10.0 10.0 + + + test_mesh_tets_w_holes.h5m + + + 13 + + + 14 + + + 13 + flux + tracklength + + + 14 + flux + tracklength + + diff --git a/tests/regression_tests/unstructured_mesh/inputs_true7.dat b/tests/regression_tests/unstructured_mesh/inputs_true7.dat new file mode 100644 index 0000000000..6eff949061 --- /dev/null +++ b/tests/regression_tests/unstructured_mesh/inputs_true7.dat @@ -0,0 +1,92 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + fixed source + 100 + 10 + + + + + 0.0 1.0 + + + 0.0 1.0 + + + + + 15000000.0 1.0 + + + + + + + 10 10 10 + -10.0 -10.0 -10.0 + 10.0 10.0 10.0 + + + test_mesh_tets.h5m + + + 15 + + + 16 + + + 15 + flux + tracklength + + + 16 + flux + tracklength + + diff --git a/tests/regression_tests/unstructured_mesh/results_true.dat b/tests/regression_tests/unstructured_mesh/results_true.dat new file mode 100644 index 0000000000..94e6a11f77 --- /dev/null +++ b/tests/regression_tests/unstructured_mesh/results_true.dat @@ -0,0 +1,26002 @@ +tally 1: +8.089363E-03 +6.543779E-05 +3.146002E-02 +5.860332E-04 +6.418397E-02 +1.377443E-03 +1.276874E-01 +3.908566E-03 +7.611981E-02 +2.088880E-03 +6.036441E-02 +1.216457E-03 +6.691217E-02 +1.980841E-03 +9.722686E-03 +9.453062E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.667324E-02 +2.007092E-03 +1.298554E-01 +3.654454E-03 +7.693092E-02 +1.456468E-03 +1.236752E-01 +2.398141E-03 +7.467512E-02 +2.941183E-03 +1.441027E-01 +4.192347E-03 +9.236718E-02 +1.966420E-03 +4.195794E-03 +1.760469E-05 +3.487809E-02 +1.216481E-03 +0.000000E+00 +0.000000E+00 +2.909677E-02 +5.473222E-04 +8.525987E-02 +2.547029E-03 +1.158490E-01 +2.304292E-03 +2.922003E-01 +1.469044E-02 +1.114641E-01 +2.428631E-03 +1.648772E-01 +6.438865E-03 +1.114829E-01 +3.697366E-03 +5.972435E-02 +1.969836E-03 +3.900102E-02 +1.176301E-03 +1.868597E-02 +3.491654E-04 +5.772023E-02 +8.061960E-04 +1.262597E-01 +4.152017E-03 +1.215015E-01 +2.526226E-03 +1.870127E-01 +6.396073E-03 +7.166319E-02 +2.178437E-03 +1.418188E-01 +5.683139E-03 +1.117340E-01 +3.229740E-03 +4.858605E-02 +1.415806E-03 +5.062484E-02 +9.804895E-04 +8.555621E-02 +2.629656E-03 +5.026978E-02 +9.522164E-04 +4.015523E-02 +5.740402E-04 +9.244253E-02 +2.155979E-03 +8.138930E-02 +1.495342E-03 +1.419728E-01 +3.280421E-03 +1.287261E-01 +6.288431E-03 +1.126004E-01 +3.841056E-03 +1.653593E-01 +7.224936E-03 +6.671198E-02 +1.895819E-03 +4.586838E-02 +7.082605E-04 +7.880709E-02 +2.105152E-03 +6.948756E-02 +1.206751E-03 +1.007996E-01 +2.503067E-03 +1.265747E-01 +3.185680E-03 +2.356504E-01 +8.017878E-03 +1.755871E-01 +7.536334E-03 +1.165501E-01 +5.730038E-03 +6.547517E-02 +1.659782E-03 +6.837448E-02 +2.069212E-03 +1.081775E-01 +3.446193E-03 +1.377788E-02 +1.898300E-04 +9.610523E-02 +2.385260E-03 +1.486962E-01 +4.399236E-03 +1.758075E-01 +6.998056E-03 +2.002239E-01 +8.534157E-03 +1.775795E-01 +7.838115E-03 +2.011007E-01 +6.899653E-03 +4.806424E-02 +8.020365E-04 +6.711352E-02 +1.480595E-03 +5.780349E-02 +1.793518E-03 +3.712460E-02 +6.568463E-04 +3.517549E-02 +6.383433E-04 +6.064514E-02 +1.276869E-03 +1.156922E-01 +3.873928E-03 +2.025570E-01 +8.785524E-03 +1.166098E-01 +3.844927E-03 +1.245619E-01 +2.906340E-03 +6.115841E-02 +8.727172E-04 +6.045596E-02 +9.656181E-04 +4.927924E-02 +1.276103E-03 +4.141787E-02 +9.199270E-04 +1.087346E-01 +2.764833E-03 +2.881046E-02 +4.478194E-04 +9.780978E-02 +3.353441E-03 +6.296177E-02 +1.345160E-03 +1.220983E-01 +3.122066E-03 +1.029894E-01 +2.292224E-03 +1.340657E-01 +4.868238E-03 +4.456953E-02 +8.027261E-04 +7.665948E-03 +5.876676E-05 +0.000000E+00 +0.000000E+00 +7.421305E-02 +2.362677E-03 +7.229358E-02 +1.345846E-03 +3.412777E-02 +5.233884E-04 +1.122350E-01 +3.118721E-03 +2.911643E-02 +6.445087E-04 +4.214326E-02 +1.110842E-03 +4.471999E-02 +1.001835E-03 +3.440383E-02 +3.639437E-04 +4.173511E-02 +9.274884E-04 +8.344666E-02 +2.120876E-03 +5.878302E-02 +1.234727E-03 +1.824711E-01 +1.083474E-02 +1.336922E-01 +4.867685E-03 +4.386862E-02 +1.148391E-03 +3.155114E-02 +4.388874E-04 +2.557083E-02 +6.538674E-04 +1.446178E-02 +1.608592E-04 +5.751963E-02 +1.948225E-03 +3.085805E-02 +6.898286E-04 +1.516715E-02 +2.016679E-04 +1.296983E-01 +4.376703E-03 +1.307950E-01 +5.380998E-03 +2.109787E-01 +6.648089E-03 +1.429553E-01 +5.463065E-03 +1.230888E-01 +3.284140E-03 +5.185727E-02 +1.280340E-03 +6.739388E-02 +1.296620E-03 +1.198303E-01 +4.577975E-03 +9.482311E-03 +3.871389E-05 +6.325416E-02 +2.682077E-03 +1.446716E-01 +3.852314E-03 +2.244470E-01 +8.207907E-03 +3.833785E-01 +2.509404E-02 +1.785920E-01 +5.006089E-03 +1.696075E-01 +5.315175E-03 +1.579406E-01 +5.775158E-03 +1.615226E-01 +7.285725E-03 +9.428345E-02 +3.257581E-03 +6.577720E-02 +1.149549E-03 +8.367851E-02 +2.064423E-03 +2.433327E-01 +1.045278E-02 +2.083927E-01 +5.977404E-03 +2.498730E-01 +8.283733E-03 +2.296821E-01 +9.737548E-03 +1.829119E-01 +1.104078E-02 +1.601089E-01 +6.445705E-03 +8.933054E-02 +4.025704E-03 +7.414547E-02 +2.034197E-03 +1.144559E-01 +3.841152E-03 +1.392211E-01 +3.412721E-03 +1.021759E-01 +2.632618E-03 +1.212428E-01 +2.842878E-03 +2.481599E-01 +1.016321E-02 +3.259075E-01 +1.870053E-02 +2.393420E-01 +1.063519E-02 +1.990273E-01 +7.606155E-03 +1.973513E-01 +7.272215E-03 +1.476850E-01 +4.155312E-03 +9.005134E-02 +1.544246E-03 +2.055115E-01 +9.253253E-03 +2.822132E-01 +1.324069E-02 +1.518816E-01 +4.033871E-03 +1.934698E-01 +4.439917E-03 +3.365656E-01 +2.043929E-02 +2.545603E-01 +1.098602E-02 +2.831926E-01 +1.459612E-02 +1.033696E-01 +4.636950E-03 +3.157816E-02 +3.880363E-04 +7.265529E-02 +1.677093E-03 +7.133554E-02 +1.403092E-03 +1.082121E-01 +3.056643E-03 +1.587635E-01 +9.978885E-03 +3.269673E-01 +2.488397E-02 +2.968775E-01 +1.445735E-02 +3.461638E-01 +2.000573E-02 +2.637088E-01 +1.545564E-02 +7.569995E-02 +1.687901E-03 +8.251821E-02 +1.768822E-03 +3.585983E-02 +9.113386E-04 +4.388597E-02 +7.888773E-04 +1.485295E-01 +4.300105E-03 +1.717244E-01 +5.408892E-03 +2.764686E-01 +2.125834E-02 +3.071579E-01 +1.287393E-02 +2.544498E-01 +9.527674E-03 +1.420630E-01 +4.378575E-03 +1.181050E-01 +2.554726E-03 +1.179778E-01 +2.931003E-03 +1.233150E-01 +4.285060E-03 +3.378722E-02 +7.468346E-04 +5.416220E-02 +1.138090E-03 +1.071115E-01 +2.560944E-03 +1.531447E-01 +5.951679E-03 +1.792415E-01 +4.144461E-03 +7.745864E-02 +1.771363E-03 +1.185111E-01 +2.594092E-03 +7.846642E-02 +1.944150E-03 +8.089873E-02 +2.260329E-03 +5.978111E-02 +1.328547E-03 +6.179505E-02 +8.712524E-04 +1.155762E-01 +3.450277E-03 +1.651815E-01 +5.803877E-03 +6.426243E-02 +9.267467E-04 +9.748390E-02 +2.439955E-03 +1.519540E-02 +2.309003E-04 +8.359780E-02 +3.832329E-03 +7.392036E-02 +2.806560E-03 +2.539814E-02 +3.851180E-04 +6.149746E-03 +3.781938E-05 +4.794063E-02 +1.071325E-03 +5.294026E-02 +7.477254E-04 +2.085331E-01 +8.898955E-03 +1.224361E-01 +2.724464E-03 +8.817274E-02 +1.810953E-03 +1.609740E-02 +2.591262E-04 +8.799202E-02 +2.690711E-03 +7.000172E-02 +1.724717E-03 +1.561732E-01 +8.201295E-03 +6.082205E-02 +2.426116E-03 +6.537800E-02 +2.430023E-03 +1.675433E-01 +6.814906E-03 +2.956139E-01 +1.211890E-02 +2.566437E-01 +1.286551E-02 +1.001595E-01 +1.496263E-03 +8.718347E-02 +1.356867E-03 +1.003332E-01 +2.602298E-03 +1.443452E-01 +4.310634E-03 +1.874356E-01 +7.086190E-03 +9.555707E-02 +2.355299E-03 +1.136852E-01 +4.352525E-03 +5.748736E-02 +1.300907E-03 +2.600531E-01 +1.373609E-02 +2.044057E-01 +7.875092E-03 +2.245374E-01 +1.073306E-02 +2.001952E-01 +8.829187E-03 +2.534019E-01 +9.920704E-03 +1.732451E-01 +6.254213E-03 +1.521526E-01 +9.782667E-03 +5.931546E-02 +1.276330E-03 +1.601962E-01 +4.678677E-03 +1.469009E-01 +3.988176E-03 +2.693565E-01 +1.271530E-02 +3.352649E-01 +1.788884E-02 +2.350664E-01 +1.004473E-02 +2.695822E-01 +1.253020E-02 +1.920549E-01 +6.750817E-03 +2.065593E-01 +1.425092E-02 +2.241240E-01 +1.308098E-02 +7.516262E-02 +1.448000E-03 +3.596995E-01 +1.850923E-02 +3.047385E-01 +1.186101E-02 +3.630893E-01 +1.826099E-02 +6.009506E-01 +5.076246E-02 +4.036395E-01 +2.691358E-02 +4.796268E-01 +3.015424E-02 +3.049856E-01 +1.241668E-02 +3.587643E-01 +1.624427E-02 +2.199314E-01 +9.856951E-03 +1.420369E-01 +6.304489E-03 +3.754082E-01 +2.228177E-02 +3.665381E-01 +1.918521E-02 +4.908279E-01 +3.688744E-02 +4.012041E-01 +3.611862E-02 +3.724266E-01 +2.634407E-02 +3.392470E-01 +1.739429E-02 +3.378223E-01 +1.843438E-02 +1.921911E-01 +7.269292E-03 +1.417944E-01 +4.019242E-03 +1.105734E-01 +3.334338E-03 +2.531080E-01 +1.127871E-02 +3.075310E-01 +1.379837E-02 +2.726735E-01 +1.080105E-02 +3.537636E-01 +1.698580E-02 +3.923193E-01 +2.402176E-02 +3.147867E-01 +1.943163E-02 +2.671065E-01 +1.054996E-02 +2.493072E-01 +1.039601E-02 +1.335193E-01 +3.636336E-03 +5.792940E-02 +1.150340E-03 +3.067644E-01 +1.451524E-02 +1.680375E-01 +4.441417E-03 +2.155942E-01 +7.844405E-03 +2.849819E-01 +1.357625E-02 +3.344603E-01 +3.378954E-02 +1.824733E-01 +5.419437E-03 +2.580967E-01 +8.643942E-03 +1.071949E-01 +3.100248E-03 +6.042938E-02 +9.909333E-04 +3.563068E-02 +4.595223E-04 +8.902991E-02 +1.639455E-03 +1.220127E-01 +2.589730E-03 +1.056030E-01 +2.182709E-03 +1.729851E-01 +7.933562E-03 +1.387953E-01 +2.841736E-03 +6.989512E-02 +1.347277E-03 +1.194276E-01 +4.170837E-03 +8.878201E-02 +2.330217E-03 +3.024721E-02 +2.814312E-04 +5.804024E-02 +7.594912E-04 +5.794636E-02 +9.375731E-04 +6.689783E-02 +1.154381E-03 +6.032473E-02 +1.009937E-03 +1.134401E-01 +3.775107E-03 +5.799998E-02 +1.236995E-03 +1.699003E-02 +2.886611E-04 +2.856595E-02 +8.160135E-04 +4.686994E-02 +1.010043E-03 +1.544288E-03 +2.384827E-06 +9.087703E-02 +4.085803E-03 +6.430417E-02 +1.166923E-03 +1.312233E-01 +3.915295E-03 +9.590080E-02 +2.304852E-03 +1.353869E-01 +3.652551E-03 +1.701772E-01 +4.410189E-03 +7.298406E-02 +1.803703E-03 +1.906105E-01 +6.768114E-03 +1.044332E-01 +2.724200E-03 +1.108912E-01 +4.029974E-03 +4.683351E-02 +2.070959E-03 +1.031595E-01 +1.938794E-03 +1.446771E-01 +4.666844E-03 +2.499609E-01 +9.649103E-03 +3.336939E-01 +1.548550E-02 +2.008934E-01 +6.890852E-03 +2.517316E-01 +1.056350E-02 +2.451589E-01 +8.209523E-03 +1.049896E-01 +3.147416E-03 +1.022611E-01 +2.701010E-03 +3.877644E-02 +1.394317E-03 +2.478733E-01 +8.547341E-03 +2.301221E-01 +1.200639E-02 +4.025518E-01 +2.245349E-02 +3.585572E-01 +2.887917E-02 +3.147094E-01 +1.308724E-02 +2.708497E-01 +1.040801E-02 +3.156508E-01 +1.240927E-02 +1.290452E-01 +3.448142E-03 +1.906601E-01 +1.602406E-02 +1.084027E-01 +2.678894E-03 +2.791134E-01 +1.414735E-02 +2.063920E-01 +6.880914E-03 +3.776619E-01 +1.812345E-02 +4.583544E-01 +2.922117E-02 +5.588603E-01 +4.117353E-02 +3.261223E-01 +1.526170E-02 +2.861725E-01 +1.223989E-02 +2.489928E-01 +8.316216E-03 +2.278829E-01 +9.389180E-03 +9.224674E-02 +1.914052E-03 +4.201371E-01 +2.977986E-02 +5.950520E-01 +4.596307E-02 +7.600003E-01 +7.130898E-02 +6.919514E-01 +5.685944E-02 +7.148300E-01 +6.085066E-02 +4.881296E-01 +3.235054E-02 +4.514430E-01 +2.732110E-02 +4.722829E-01 +3.712526E-02 +2.509613E-01 +1.232343E-02 +1.505864E-01 +8.192720E-03 +3.299234E-01 +1.803307E-02 +3.455651E-01 +2.060893E-02 +6.160529E-01 +4.675151E-02 +9.279782E-01 +1.457972E-01 +8.253975E-01 +9.153092E-02 +4.746573E-01 +3.091404E-02 +3.084493E-01 +1.907385E-02 +3.657423E-01 +2.088320E-02 +2.764840E-01 +1.015443E-02 +1.579212E-01 +5.524671E-03 +2.641955E-01 +1.318751E-02 +3.494929E-01 +2.076398E-02 +5.594565E-01 +3.705989E-02 +4.911335E-01 +3.078437E-02 +5.255512E-01 +4.702697E-02 +3.091860E-01 +1.362365E-02 +2.745228E-01 +1.205035E-02 +3.862053E-01 +1.926231E-02 +1.627485E-01 +5.109605E-03 +1.429342E-01 +3.783416E-03 +2.234201E-01 +9.102978E-03 +2.357350E-01 +8.913230E-03 +2.735785E-01 +1.459204E-02 +3.301401E-01 +2.235907E-02 +2.414477E-01 +1.401643E-02 +1.412311E-01 +5.146634E-03 +3.133189E-01 +1.735777E-02 +2.445324E-01 +1.184180E-02 +1.109291E-01 +2.927818E-03 +6.634999E-02 +1.474729E-03 +7.005287E-02 +1.659825E-03 +1.481634E-01 +3.763608E-03 +7.922145E-02 +2.041820E-03 +2.295578E-01 +7.689393E-03 +1.720862E-01 +6.085417E-03 +4.896844E-02 +5.479587E-04 +1.192569E-01 +3.197116E-03 +1.813897E-01 +8.066371E-03 +1.267601E-01 +4.008120E-03 +7.291696E-02 +1.353133E-03 +7.108082E-02 +2.840169E-03 +3.922401E-02 +6.550060E-04 +3.147979E-02 +5.228139E-04 +1.162243E-01 +4.202622E-03 +1.016221E-01 +2.965417E-03 +7.921562E-02 +1.600867E-03 +9.321797E-02 +2.196314E-03 +9.083260E-02 +1.987303E-03 +1.563259E-02 +1.647737E-04 +6.134255E-02 +1.923048E-03 +6.912584E-02 +1.683793E-03 +1.623149E-01 +5.605549E-03 +1.988375E-01 +7.033213E-03 +1.330422E-01 +3.268068E-03 +2.158017E-01 +6.281292E-03 +5.929129E-02 +1.355669E-03 +1.043761E-01 +2.912267E-03 +9.393185E-02 +2.609916E-03 +7.380472E-02 +1.498736E-03 +9.460383E-02 +3.078932E-03 +1.616575E-01 +6.062449E-03 +3.158509E-01 +1.346565E-02 +2.984436E-01 +2.374370E-02 +2.751230E-01 +1.176998E-02 +3.533542E-01 +1.588985E-02 +2.329774E-01 +8.505201E-03 +6.297391E-02 +1.728188E-03 +2.066674E-01 +5.772258E-03 +2.260172E-01 +8.665694E-03 +6.074570E-02 +1.367118E-03 +1.886095E-01 +6.386650E-03 +4.004648E-01 +2.682003E-02 +5.549933E-01 +4.634035E-02 +3.354859E-01 +1.579211E-02 +3.408078E-01 +2.440245E-02 +4.068892E-01 +2.699371E-02 +3.528260E-01 +1.527984E-02 +1.978726E-01 +6.236693E-03 +2.290012E-01 +9.504050E-03 +1.634633E-01 +6.494733E-03 +3.626337E-01 +1.798710E-02 +6.199685E-01 +4.731039E-02 +9.160177E-01 +1.043829E-01 +7.103037E-01 +6.834602E-02 +8.874531E-01 +9.395676E-02 +7.871085E-01 +6.963023E-02 +2.797856E-01 +1.340755E-02 +2.548867E-01 +9.410067E-03 +2.452463E-01 +1.943494E-02 +1.233633E-01 +7.426228E-03 +1.088044E+01 +1.191875E+01 +1.304445E+01 +1.709970E+01 +1.644645E+01 +2.716747E+01 +1.860408E+01 +3.472220E+01 +2.086755E+01 +4.356082E+01 +1.038674E+00 +1.239867E-01 +5.081907E-01 +3.859032E-02 +2.962146E-01 +1.432734E-02 +1.357225E-01 +4.692587E-03 +7.479057E-02 +1.894021E-03 +1.366736E+00 +2.020554E-01 +1.706635E+00 +3.158641E-01 +2.305291E+00 +5.908263E-01 +2.741846E+00 +8.287370E-01 +1.934981E+00 +4.127656E-01 +1.046284E+00 +1.471753E-01 +4.982735E-01 +3.978237E-02 +2.438298E-01 +1.110840E-02 +1.971696E-01 +5.376806E-03 +6.102891E-02 +1.266831E-03 +4.561104E-01 +3.808401E-02 +4.553468E-01 +3.341600E-02 +7.163226E-01 +6.274844E-02 +6.676409E-01 +5.404704E-02 +5.607488E-01 +4.071592E-02 +4.868891E-01 +3.130783E-02 +4.570140E-01 +3.732762E-02 +2.558914E-01 +8.722139E-03 +2.377211E-01 +1.197288E-02 +9.571225E-02 +2.392967E-03 +2.435728E-01 +9.130136E-03 +1.699492E-01 +7.726909E-03 +3.654897E-01 +1.772934E-02 +5.443974E-01 +4.369976E-02 +2.946259E-01 +2.044010E-02 +3.443770E-01 +2.054107E-02 +1.821322E-01 +1.314922E-02 +1.630089E-01 +7.280943E-03 +2.165436E-01 +9.122142E-03 +8.807810E-02 +2.247864E-03 +9.532245E-02 +2.142941E-03 +8.424129E-02 +1.794539E-03 +9.580458E-02 +2.561545E-03 +3.437757E-01 +2.244853E-02 +1.581564E-01 +6.605659E-03 +1.170431E-01 +2.720051E-03 +7.712599E-02 +1.360143E-03 +1.323127E-01 +3.438223E-03 +1.215349E-01 +5.160640E-03 +1.104423E-01 +3.037457E-03 +6.981345E-02 +1.264668E-03 +9.454006E-02 +2.244261E-03 +5.289200E-02 +9.006409E-04 +1.968031E-01 +8.852884E-03 +9.396054E-02 +2.148147E-03 +8.470695E-02 +2.021024E-03 +1.453187E-01 +6.143892E-03 +8.049525E-02 +1.734768E-03 +8.129373E-02 +2.142855E-03 +4.242874E-02 +7.888362E-04 +7.924249E-02 +2.486743E-03 +1.378410E-01 +3.412172E-03 +1.074089E-01 +2.309446E-03 +1.340451E-01 +3.135422E-03 +5.419236E-02 +9.374631E-04 +1.710616E-01 +8.157294E-03 +7.896966E-02 +2.375894E-03 +7.355999E-02 +1.399490E-03 +1.091726E-01 +4.324310E-03 +4.869799E-03 +2.371494E-05 +1.229757E-01 +4.574023E-03 +1.713329E-01 +5.441860E-03 +1.789279E-01 +4.192291E-03 +1.459785E-01 +3.189907E-03 +2.220861E-01 +7.733870E-03 +2.757521E-01 +1.344526E-02 +1.884663E-01 +6.395743E-03 +2.007857E-01 +9.830786E-03 +1.278962E-01 +4.207927E-03 +7.073658E-03 +5.003664E-05 +1.826381E-01 +7.506457E-03 +3.294229E-01 +1.679167E-02 +3.698904E-01 +1.900500E-02 +4.624500E-01 +2.764470E-02 +3.177610E-01 +1.706283E-02 +3.358797E-01 +1.533959E-02 +1.907882E-01 +6.897733E-03 +2.482178E-01 +9.242196E-03 +2.888808E-02 +2.677153E-04 +2.313705E-02 +5.353229E-04 +3.999511E-01 +1.941444E-02 +4.626636E-01 +2.951542E-02 +5.436923E-01 +5.456756E-02 +7.197701E-01 +6.450358E-02 +6.602186E-01 +6.032283E-02 +5.173024E-01 +3.952976E-02 +3.736853E-01 +2.251064E-02 +2.039696E-01 +9.300308E-03 +1.177101E-01 +2.510642E-03 +8.917382E-02 +1.993392E-03 +1.451410E+00 +2.351957E-01 +1.651263E+00 +2.995368E-01 +2.301780E+00 +5.602670E-01 +2.325409E+00 +5.626908E-01 +2.294525E+00 +5.540049E-01 +7.662227E-01 +6.796235E-02 +4.286974E-01 +2.756930E-02 +2.261834E-01 +8.731241E-03 +2.074819E-01 +5.893522E-03 +2.124055E-01 +6.796496E-03 +1.448735E+00 +2.251495E-01 +1.780935E+00 +3.684764E-01 +2.181378E+00 +5.083856E-01 +2.230438E+00 +5.323034E-01 +1.806324E+00 +3.767703E-01 +6.989651E-01 +5.820180E-02 +3.067372E-01 +1.332835E-02 +2.549814E-01 +1.149809E-02 +1.440047E-01 +4.672641E-03 +8.661999E-02 +1.506476E-03 +5.408462E-01 +4.096209E-02 +4.537597E-01 +2.542760E-02 +6.413459E-01 +5.115722E-02 +6.848762E-01 +5.689352E-02 +5.006389E-01 +3.682203E-02 +3.747053E-01 +2.397500E-02 +3.360571E-01 +1.533529E-02 +2.383635E-01 +1.112403E-02 +2.111241E-01 +7.470117E-03 +1.026924E-01 +1.820340E-03 +2.079224E-01 +6.134168E-03 +2.559813E-01 +1.090060E-02 +2.811790E-01 +1.120086E-02 +4.530418E-01 +2.517962E-02 +3.899076E-01 +2.234128E-02 +2.798649E-01 +1.641755E-02 +2.273575E-01 +7.690009E-03 +2.835769E-01 +1.289533E-02 +2.257325E-01 +1.098963E-02 +7.548825E-02 +1.802914E-03 +1.126056E-01 +4.682820E-03 +1.484041E-01 +7.279007E-03 +2.505344E-01 +1.094673E-02 +2.078365E-01 +8.017226E-03 +1.174326E-01 +2.684292E-03 +1.322821E-01 +2.901225E-03 +1.627219E-01 +6.062067E-03 +1.190907E-01 +3.156805E-03 +1.052892E-01 +2.528551E-03 +4.877623E-02 +7.079633E-04 +4.882394E-02 +8.239232E-04 +5.502448E-02 +2.226610E-03 +3.071094E-01 +1.334558E-02 +1.161423E-01 +3.364609E-03 +1.047376E-01 +4.273153E-03 +9.995743E-02 +2.705534E-03 +3.747669E-02 +5.932345E-04 +1.058366E-01 +2.851000E-03 +4.987584E-02 +1.021142E-03 +2.867944E-02 +4.324836E-04 +6.394925E-02 +1.118331E-03 +1.334119E-01 +8.185014E-03 +1.959251E-01 +1.826560E-02 +1.334972E-01 +4.113360E-03 +1.254805E-01 +2.796592E-03 +9.379356E-02 +3.112457E-03 +1.129109E-01 +2.812441E-03 +2.150154E-01 +1.078993E-02 +1.160082E-01 +3.641908E-03 +7.095545E-02 +2.836995E-03 +1.581554E-01 +5.406604E-03 +2.007972E-01 +5.715577E-03 +2.205543E-01 +7.696134E-03 +2.574671E-01 +1.085920E-02 +2.979148E-01 +1.501251E-02 +1.350291E-01 +3.027608E-03 +2.019693E-01 +1.357204E-02 +2.187056E-01 +1.248792E-02 +8.463845E-02 +1.502916E-03 +1.434084E-01 +6.740889E-03 +1.439153E-01 +6.856045E-03 +2.217015E-01 +1.015536E-02 +2.920159E-01 +1.335384E-02 +3.650995E-01 +2.313334E-02 +3.330042E-01 +2.007089E-02 +3.051687E-01 +1.281888E-02 +2.796842E-01 +1.288901E-02 +2.611189E-01 +1.191751E-02 +2.130466E-01 +8.502576E-03 +8.008854E-02 +2.238273E-03 +2.694590E-01 +1.290177E-02 +2.959276E-01 +1.384537E-02 +2.686466E-01 +1.398867E-02 +5.446292E-01 +3.408596E-02 +4.529433E-01 +3.476301E-02 +3.294455E-01 +1.604670E-02 +3.259046E-01 +1.643923E-02 +2.997075E-01 +1.496789E-02 +1.774797E-01 +6.409570E-03 +1.146267E-01 +4.439659E-03 +4.205852E-01 +2.199205E-02 +5.066769E-01 +4.521600E-02 +5.852630E-01 +4.027573E-02 +5.873424E-01 +4.265230E-02 +7.595822E-01 +7.886676E-02 +4.049602E-01 +2.393341E-02 +2.003598E-01 +1.133379E-02 +2.610239E-01 +1.405064E-02 +9.030898E-02 +1.565373E-03 +7.827289E-02 +2.006765E-03 +4.080504E-01 +2.411779E-02 +4.476505E-01 +3.129026E-02 +5.195662E-01 +4.814759E-02 +6.514292E-01 +5.685185E-02 +5.279383E-01 +5.106470E-02 +4.451909E-01 +3.200804E-02 +2.432739E-01 +9.626528E-03 +2.368325E-01 +1.196044E-02 +1.387983E-01 +3.461586E-03 +8.251882E-03 +6.809356E-05 +2.376460E-01 +1.026324E-02 +3.494221E-01 +1.592362E-02 +3.699302E-01 +2.048790E-02 +5.088016E-01 +3.645058E-02 +4.377184E-01 +2.585906E-02 +2.900083E-01 +1.060907E-02 +2.665469E-01 +9.571462E-03 +2.125296E-01 +9.900511E-03 +1.530112E-01 +6.205900E-03 +2.608261E-02 +3.541465E-04 +2.160450E-01 +1.059897E-02 +1.994518E-01 +7.259871E-03 +3.932023E-01 +2.364205E-02 +4.659592E-01 +2.693023E-02 +2.147655E-01 +6.668078E-03 +1.386390E-01 +3.065831E-03 +1.991363E-01 +5.563129E-03 +2.420085E-01 +9.335134E-03 +1.031674E-01 +2.361738E-03 +3.523811E-02 +7.633609E-04 +1.591698E-01 +6.692258E-03 +1.374842E-01 +3.928524E-03 +1.984549E-01 +7.726966E-03 +2.039642E-01 +1.007924E-02 +1.876272E-01 +5.956170E-03 +1.290878E-01 +2.934325E-03 +2.184905E-01 +8.248752E-03 +8.065076E-02 +1.390167E-03 +6.682426E-02 +1.907448E-03 +2.065762E-02 +2.374597E-04 +6.766233E-02 +1.531324E-03 +3.210269E-02 +2.756892E-04 +9.039794E-02 +1.703877E-03 +7.195502E-02 +2.884376E-03 +6.137850E-02 +1.142582E-03 +2.513705E-02 +2.403120E-04 +1.234953E-01 +3.178611E-03 +1.039968E-01 +2.334178E-03 +2.003774E-02 +1.409571E-04 +1.296791E-02 +1.681666E-04 +8.556073E-02 +2.760402E-03 +1.230437E-01 +3.794699E-03 +1.243561E-01 +3.552747E-03 +1.963261E-01 +8.012484E-03 +1.078215E-01 +2.500477E-03 +6.179615E-02 +9.397957E-04 +6.914918E-02 +1.094403E-03 +7.104250E-02 +1.213442E-03 +5.296621E-02 +9.474013E-04 +2.971658E-02 +8.830753E-04 +8.520453E-02 +2.674216E-03 +1.006725E-01 +2.187144E-03 +1.789185E-01 +9.279052E-03 +2.393730E-01 +1.026911E-02 +2.642806E-01 +9.849816E-03 +1.915101E-01 +6.089932E-03 +1.278098E-01 +3.410252E-03 +1.688158E-01 +7.204250E-03 +9.417850E-02 +2.095075E-03 +1.038868E-01 +2.567799E-03 +9.722059E-02 +3.145111E-03 +1.614248E-01 +5.698734E-03 +2.030141E-01 +1.194029E-02 +2.678563E-01 +1.304782E-02 +3.629897E-01 +2.305348E-02 +3.342060E-01 +1.698577E-02 +1.661012E-01 +6.040578E-03 +1.353083E-01 +6.454710E-03 +1.196831E-01 +4.395754E-03 +1.560326E-02 +9.071056E-05 +2.232724E-01 +7.306138E-03 +2.378140E-01 +1.067675E-02 +1.429570E-01 +5.803508E-03 +2.796954E-01 +1.402361E-02 +2.737525E-01 +1.406083E-02 +2.659083E-01 +1.488290E-02 +1.973319E-01 +6.968985E-03 +8.411602E-02 +2.109791E-03 +8.978436E-02 +1.644814E-03 +9.554290E-02 +2.568976E-03 +1.610951E-01 +5.147771E-03 +2.152627E-01 +9.351024E-03 +2.859047E-01 +1.412329E-02 +4.526480E-01 +3.249336E-02 +3.870260E-01 +2.829255E-02 +2.297898E-01 +9.056521E-03 +2.279891E-01 +1.127660E-02 +2.129040E-01 +1.140949E-02 +1.171339E-01 +2.226411E-03 +7.628887E-02 +1.286891E-03 +2.212882E-01 +7.041981E-03 +2.075618E-01 +8.818971E-03 +1.928800E-01 +6.325508E-03 +2.215492E-01 +1.010543E-02 +3.866337E-01 +2.066960E-02 +2.799876E-01 +1.596844E-02 +2.779545E-01 +1.378714E-02 +1.896417E-01 +8.418827E-03 +1.275112E-01 +2.554872E-03 +2.688839E-02 +2.703335E-04 +9.780245E-02 +1.848976E-03 +1.963150E-01 +8.622968E-03 +2.246236E-01 +8.066726E-03 +3.553997E-01 +2.462811E-02 +3.580474E-01 +1.969043E-02 +2.241751E-01 +8.162964E-03 +2.798178E-01 +1.234969E-02 +1.459176E-01 +6.500758E-03 +1.302132E-01 +5.505607E-03 +1.760614E-02 +1.597495E-04 +1.516836E-01 +5.159707E-03 +1.873000E-01 +6.754953E-03 +2.120093E-01 +8.581243E-03 +4.134902E-01 +3.365872E-02 +2.071765E-01 +5.660789E-03 +1.932884E-01 +9.490451E-03 +1.385287E-01 +4.447499E-03 +1.338648E-01 +5.433995E-03 +1.281898E-01 +7.699054E-03 +1.115342E-01 +2.771645E-03 +9.044741E-02 +1.875330E-03 +1.212051E-01 +3.037520E-03 +9.309239E-02 +2.505091E-03 +2.783529E-01 +1.656923E-02 +1.432575E-01 +5.359234E-03 +1.634332E-01 +7.285577E-03 +7.131239E-02 +2.097026E-03 +6.852730E-02 +2.240532E-03 +1.510411E-01 +5.310375E-03 +2.746776E-02 +4.376081E-04 +3.594668E-02 +6.271761E-04 +5.454913E-02 +1.371858E-03 +2.507988E-02 +3.297644E-04 +6.123854E-02 +9.020092E-04 +9.911951E-02 +2.106163E-03 +4.743832E-02 +7.728998E-04 +2.169034E-02 +4.704709E-04 +8.073010E-02 +2.152423E-03 +3.339620E-02 +4.365657E-04 +0.000000E+00 +0.000000E+00 +1.543319E-01 +5.801201E-03 +6.003973E-02 +1.997899E-03 +7.502426E-02 +1.898766E-03 +8.500614E-02 +1.535022E-03 +2.373221E-01 +1.566975E-02 +1.471656E-01 +4.698002E-03 +8.723854E-02 +2.757047E-03 +5.640207E-02 +1.801443E-03 +1.022996E-01 +3.327126E-03 +8.671367E-02 +1.951411E-03 +1.009882E-01 +5.145086E-03 +1.003679E-01 +3.900921E-03 +9.892638E-02 +2.411731E-03 +1.769957E-01 +8.422438E-03 +1.237211E-01 +3.809638E-03 +2.434587E-01 +8.532565E-03 +1.873632E-01 +5.715567E-03 +4.505609E-02 +9.466060E-04 +1.434957E-01 +5.102753E-03 +6.150708E-02 +9.606831E-04 +2.925382E-02 +2.542449E-04 +9.230432E-02 +2.115944E-03 +1.777347E-01 +5.740558E-03 +1.521124E-01 +4.274351E-03 +1.270212E-01 +3.862976E-03 +2.112481E-01 +9.042480E-03 +1.428002E-01 +2.995633E-03 +1.087089E-01 +4.390167E-03 +9.436905E-02 +2.690398E-03 +5.353271E-02 +9.821494E-04 +1.321304E-01 +2.507048E-03 +1.257737E-01 +4.217976E-03 +1.445144E-01 +4.113003E-03 +1.131090E-01 +2.766002E-03 +2.071663E-01 +1.144882E-02 +6.992847E-02 +1.918098E-03 +1.389454E-01 +5.386130E-03 +9.867847E-02 +2.708047E-03 +2.971498E-02 +5.433942E-04 +3.062388E-02 +4.634481E-04 +8.650917E-02 +1.787791E-03 +1.861308E-01 +1.008818E-02 +1.452706E-01 +6.889633E-03 +3.256461E-01 +2.483861E-02 +2.303041E-01 +8.662715E-03 +1.829437E-01 +5.200520E-03 +1.250499E-01 +2.816890E-03 +1.072980E-01 +2.869685E-03 +7.229787E-02 +1.743451E-03 +4.545680E-02 +1.255749E-03 +3.406337E-02 +5.761030E-04 +4.519204E-02 +1.038925E-03 +2.095628E-01 +1.013439E-02 +1.211541E-01 +2.982641E-03 +1.446822E-01 +4.659137E-03 +1.636523E-01 +5.892497E-03 +8.771474E-02 +1.446293E-03 +6.590590E-02 +1.119900E-03 +8.143711E-02 +2.739732E-03 +7.837863E-02 +2.146317E-03 +8.139940E-02 +2.221095E-03 +1.298849E-01 +5.427346E-03 +1.610719E-01 +9.538913E-03 +1.735237E-01 +1.041873E-02 +1.543079E-01 +5.795193E-03 +1.212771E-01 +3.111058E-03 +1.366302E-01 +6.031176E-03 +1.748277E-01 +9.024815E-03 +1.400026E-01 +1.145565E-02 +4.137415E-02 +8.672499E-04 +9.351543E-02 +1.866463E-03 +9.893647E-02 +1.609046E-03 +1.778032E-01 +5.900398E-03 +2.472051E-01 +1.220276E-02 +2.515192E-01 +1.414713E-02 +8.978666E-02 +2.079646E-03 +1.144422E-01 +2.925610E-03 +2.178629E-01 +1.179014E-02 +1.249701E-01 +7.654150E-03 +5.037491E-02 +7.549957E-04 +1.018066E-01 +2.658863E-03 +5.551260E-02 +9.439514E-04 +3.897645E-02 +7.836369E-04 +9.924791E-02 +3.508057E-03 +6.733930E-02 +2.043781E-03 +5.322237E-02 +7.459063E-04 +6.608502E-02 +1.866700E-03 +1.578149E-01 +4.393698E-03 +9.264868E-02 +2.766864E-03 +9.119858E-02 +2.995805E-03 +5.075913E-02 +1.153873E-03 +7.009404E-02 +2.732778E-03 +2.861615E-02 +4.711611E-04 +4.973772E-02 +8.381034E-04 +9.182530E-02 +3.409873E-03 +3.455653E-02 +6.072006E-04 +7.872743E-02 +4.721537E-03 +5.508641E-02 +1.010134E-03 +2.525194E-02 +4.318159E-04 +1.022709E-03 +1.045933E-06 +3.452683E-02 +7.365772E-04 +4.836227E-02 +1.177213E-03 +9.469269E-03 +5.358891E-05 +5.815674E-02 +1.075589E-03 +2.657740E-02 +3.763498E-04 +1.334657E-01 +4.930236E-03 +5.733445E-02 +1.212255E-03 +7.195698E-02 +1.942530E-03 +4.864279E-02 +1.293600E-03 +1.607532E-02 +2.584158E-04 +3.879080E-03 +1.504726E-05 +5.262587E-02 +1.399422E-03 +1.050574E-01 +2.274776E-03 +7.152485E-02 +1.170324E-03 +8.224858E-02 +2.826678E-03 +8.771135E-02 +1.723732E-03 +1.254925E-01 +2.381564E-03 +8.365344E-02 +2.131857E-03 +2.281439E-02 +2.764947E-04 +6.680674E-02 +1.238206E-03 +4.150758E-02 +7.293940E-04 +4.417835E-02 +6.605911E-04 +6.195386E-02 +1.116964E-03 +6.523177E-02 +1.346522E-03 +1.041039E-01 +3.003775E-03 +4.685078E-02 +7.676048E-04 +1.132453E-01 +2.697709E-03 +3.234365E-02 +4.120497E-04 +3.211801E-02 +5.194313E-04 +3.220913E-02 +5.253343E-04 +6.576562E-02 +2.267993E-03 +4.683363E-02 +1.090071E-03 +8.946474E-02 +1.965906E-03 +8.884087E-02 +2.112920E-03 +1.039995E-01 +2.140728E-03 +1.239426E-01 +3.023578E-03 +2.806184E-02 +3.374236E-04 +1.040274E-01 +4.860264E-03 +3.031579E-02 +3.241721E-04 +3.825355E-03 +1.463334E-05 +3.653741E-02 +1.210756E-03 +2.579774E-02 +4.452514E-04 +9.936357E-02 +3.897623E-03 +2.856991E-01 +1.808914E-02 +5.145130E-02 +1.200243E-03 +1.488370E-01 +4.072843E-03 +1.115349E-01 +3.802728E-03 +9.370615E-02 +2.572993E-03 +1.306476E-03 +1.706880E-06 +4.729956E-02 +1.118995E-03 +0.000000E+00 +0.000000E+00 +6.709226E-02 +2.496685E-03 +1.827696E-01 +6.394700E-03 +1.346722E-01 +2.962977E-03 +7.462940E-02 +1.726639E-03 +1.832570E-01 +9.813252E-03 +6.820444E-02 +1.427055E-03 +4.326632E-02 +1.285591E-03 +5.202644E-02 +8.628869E-04 +2.727785E-02 +2.901708E-04 +6.366561E-02 +1.073459E-03 +6.130995E-02 +1.776973E-03 +8.378355E-02 +3.033854E-03 +4.512447E-02 +8.314036E-04 +1.616065E-01 +8.839106E-03 +6.412954E-02 +1.298507E-03 +1.097931E-01 +2.074128E-03 +1.938446E-02 +1.404809E-04 +1.316358E-01 +3.605187E-03 +2.797457E-02 +7.825767E-04 +2.931394E-02 +5.481072E-04 +6.838771E-02 +1.596701E-03 +2.159600E-01 +8.637033E-03 +1.256563E-01 +3.451458E-03 +9.706255E-02 +3.063270E-03 +2.953828E-02 +3.314076E-04 +6.736763E-02 +1.850186E-03 +9.280056E-02 +2.029160E-03 +5.519533E-02 +6.790582E-04 +1.617980E-02 +2.617858E-04 +3.166846E-02 +7.808818E-04 +5.724993E-02 +1.344396E-03 +4.315517E-02 +6.050804E-04 +1.259057E-01 +3.519138E-03 +8.045489E-02 +2.289869E-03 +6.869060E-02 +1.846684E-03 +7.616849E-03 +3.949048E-05 +4.764198E-02 +1.284611E-03 +5.190925E-02 +9.794343E-04 +3.541654E-02 +4.645657E-04 +4.914339E-02 +1.232449E-03 +4.405543E-02 +9.448335E-04 +6.056697E-02 +1.316744E-03 +5.421346E-02 +9.130162E-04 +5.803800E-03 +3.368410E-05 +2.109992E-02 +4.452065E-04 +3.436544E-02 +6.521412E-04 +5.167702E-02 +1.341845E-03 +1.268922E-02 +1.610164E-04 +1.298916E-02 +1.687183E-04 +tally 2: +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.080432E-03 +1.664993E-05 +0.000000E+00 +0.000000E+00 +9.038891E-04 +8.170156E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.105041E-03 +9.641281E-06 +0.000000E+00 +0.000000E+00 +9.071958E-03 +8.230042E-05 +0.000000E+00 +0.000000E+00 +4.674184E-03 +2.184800E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.705124E-03 +1.372794E-05 +5.235494E-03 +2.741040E-05 +5.273333E-03 +2.780804E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.499923E-03 +1.224946E-05 +6.492454E-03 +4.215196E-05 +8.141158E-03 +6.627846E-05 +8.568180E-03 +3.701963E-05 +7.068935E-03 +2.511983E-05 +1.023433E-02 +5.300300E-05 +1.456746E-02 +1.334438E-04 +6.521878E-03 +2.382787E-05 +2.589575E-03 +6.705897E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.302476E-02 +9.488288E-05 +3.047852E-03 +9.289402E-06 +0.000000E+00 +0.000000E+00 +8.907418E-03 +3.985691E-05 +1.807079E-02 +2.065730E-04 +3.862377E-03 +1.427503E-05 +1.290644E-02 +5.540441E-05 +1.635182E-02 +9.013248E-05 +1.304994E-02 +6.030066E-05 +6.369355E-03 +2.480548E-05 +6.499746E-03 +1.484004E-05 +2.559687E-02 +2.437070E-04 +8.964980E-03 +4.162572E-05 +1.286979E-02 +1.141834E-04 +9.064455E-03 +8.216434E-05 +1.597894E-02 +2.553265E-04 +2.682200E-03 +7.194197E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.421145E-03 +4.123110E-05 +2.672642E-03 +7.143017E-06 +5.356479E-04 +2.869187E-07 +1.310897E-02 +1.232331E-04 +3.821045E-03 +1.460039E-05 +3.676119E-03 +1.351385E-05 +0.000000E+00 +0.000000E+00 +6.359273E-03 +4.044035E-05 +0.000000E+00 +0.000000E+00 +1.505592E-02 +1.214349E-04 +6.217699E-03 +3.865978E-05 +1.264693E-02 +8.501978E-05 +3.859152E-03 +1.489306E-05 +2.778583E-03 +7.720521E-06 +6.449201E-03 +4.159220E-05 +2.604347E-03 +6.782626E-06 +7.171845E-04 +5.143536E-07 +1.198306E-02 +7.187768E-05 +1.036996E-02 +9.037403E-05 +0.000000E+00 +0.000000E+00 +2.229450E-03 +4.970449E-06 +3.826376E-03 +1.464116E-05 +1.103716E-02 +1.218190E-04 +3.143777E-03 +6.501964E-06 +1.198877E-02 +5.699577E-05 +7.504766E-04 +5.632151E-07 +2.520855E-03 +6.354712E-06 +3.269379E-03 +1.068884E-05 +5.792902E-03 +3.258834E-05 +0.000000E+00 +0.000000E+00 +9.722686E-03 +9.453062E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.491504E-03 +1.817766E-05 +1.907942E-02 +1.541971E-04 +1.107709E-02 +6.845956E-05 +2.720133E-02 +2.870000E-04 +0.000000E+00 +0.000000E+00 +2.618155E-03 +6.854735E-06 +8.101561E-03 +6.563529E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.776232E-04 +2.281239E-07 +2.626560E-03 +6.898820E-06 +0.000000E+00 +0.000000E+00 +1.060409E-02 +1.091451E-04 +5.754069E-03 +1.484325E-05 +2.271583E-02 +2.987688E-04 +2.740223E-02 +3.102851E-04 +1.913294E-03 +3.660694E-06 +0.000000E+00 +0.000000E+00 +6.528788E-03 +2.378803E-05 +5.582436E-03 +1.746887E-05 +1.640782E-02 +2.692165E-04 +0.000000E+00 +0.000000E+00 +7.551523E-03 +2.195843E-05 +2.539531E-02 +1.973740E-04 +6.290100E-03 +2.228718E-05 +0.000000E+00 +0.000000E+00 +1.099937E-02 +6.085870E-05 +1.227603E-02 +1.507010E-04 +4.683927E-03 +1.114597E-05 +2.263648E-03 +5.124101E-06 +1.776301E-02 +1.318063E-04 +4.093469E-03 +1.675649E-05 +3.570534E-03 +1.274872E-05 +1.400697E-02 +9.810113E-05 +9.838633E-04 +9.679869E-07 +0.000000E+00 +0.000000E+00 +6.574972E-03 +3.914154E-05 +4.916780E-03 +2.417472E-05 +5.232408E-03 +1.164839E-05 +2.027376E-02 +1.744647E-04 +0.000000E+00 +0.000000E+00 +2.150970E-03 +4.626672E-06 +3.152057E-02 +2.774945E-04 +1.531662E-02 +8.263362E-05 +1.320267E-02 +1.411518E-04 +0.000000E+00 +0.000000E+00 +6.750067E-03 +2.542176E-05 +1.773637E-02 +1.257298E-04 +0.000000E+00 +0.000000E+00 +5.826461E-04 +3.394765E-07 +0.000000E+00 +0.000000E+00 +3.395218E-03 +1.152750E-05 +1.528348E-02 +1.933447E-04 +1.022106E-02 +9.524308E-05 +8.977210E-03 +8.059030E-05 +2.161587E-02 +2.983824E-04 +3.888565E-03 +1.512094E-05 +0.000000E+00 +0.000000E+00 +4.469911E-03 +1.998011E-05 +6.241152E-03 +3.810303E-05 +4.255468E-03 +1.621041E-05 +0.000000E+00 +0.000000E+00 +5.621551E-03 +2.900495E-05 +8.744795E-04 +7.647144E-07 +2.744106E-02 +3.769829E-04 +1.470353E-02 +1.267941E-04 +1.406499E-02 +5.799386E-05 +1.903120E-02 +1.034065E-04 +2.266850E-02 +1.868980E-04 +1.142025E-02 +8.131683E-05 +7.189908E-03 +2.708357E-05 +1.683176E-02 +1.422607E-04 +8.973177E-03 +3.871339E-05 +1.342328E-02 +4.605745E-05 +8.294092E-03 +5.022190E-05 +1.411509E-02 +1.013502E-04 +1.890549E-04 +3.574175E-08 +2.410103E-02 +5.094687E-04 +6.677299E-03 +3.516769E-05 +3.072951E-03 +9.443027E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +9.929274E-03 +6.900367E-05 +3.591929E-03 +1.290195E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.195794E-03 +1.760469E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.725649E-03 +4.523436E-05 +6.902749E-03 +4.764794E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.400101E-03 +5.760483E-06 +4.387147E-03 +1.924706E-05 +0.000000E+00 +0.000000E+00 +1.446245E-02 +2.091623E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.427377E-03 +1.960166E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.725856E-03 +7.614056E-05 +1.976998E-03 +3.908522E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.246649E-03 +5.047433E-06 +1.171989E-02 +1.373559E-04 +4.698878E-03 +1.145742E-05 +1.918337E-02 +3.436514E-04 +0.000000E+00 +0.000000E+00 +3.880220E-03 +1.505611E-05 +1.094764E-02 +1.198509E-04 +0.000000E+00 +0.000000E+00 +4.703851E-04 +2.212622E-07 +1.067702E-02 +7.052530E-05 +5.273126E-03 +2.588113E-05 +5.226427E-03 +2.104208E-05 +1.356609E-02 +1.125879E-04 +1.133671E-02 +1.285211E-04 +2.052450E-02 +1.521410E-04 +0.000000E+00 +0.000000E+00 +1.377608E-03 +1.897804E-06 +1.979754E-02 +1.377814E-04 +1.338654E-02 +9.619247E-05 +1.059377E-02 +9.374995E-05 +7.008412E-03 +3.815440E-05 +9.401796E-03 +5.190789E-05 +6.522978E-04 +4.254925E-07 +5.535958E-03 +2.765113E-05 +1.087941E-02 +6.050903E-05 +1.669112E-02 +1.126537E-04 +3.785599E-02 +4.443403E-04 +5.409556E-02 +7.105043E-04 +1.128055E-02 +7.320785E-05 +1.781181E-02 +1.260044E-04 +1.408264E-02 +7.993536E-05 +2.448344E-02 +2.630289E-04 +1.913994E-02 +8.863695E-05 +3.139907E-02 +2.384309E-04 +1.527548E-02 +8.636779E-05 +1.353520E-02 +7.224771E-05 +3.726168E-02 +3.692370E-04 +1.597888E-02 +7.531560E-05 +8.225421E-03 +5.327060E-05 +5.593567E-03 +3.128799E-05 +5.747719E-03 +3.303627E-05 +2.287059E-02 +2.453719E-04 +1.272498E-02 +7.883751E-05 +1.305195E-02 +1.379878E-04 +0.000000E+00 +0.000000E+00 +1.969794E-03 +3.880089E-06 +0.000000E+00 +0.000000E+00 +1.905990E-02 +1.937761E-04 +1.372294E-03 +1.883191E-06 +2.084786E-02 +2.407705E-04 +0.000000E+00 +0.000000E+00 +3.390730E-02 +3.980318E-04 +2.259413E-02 +4.871742E-04 +9.159572E-03 +8.389775E-05 +9.994404E-03 +5.051334E-05 +2.140115E-02 +1.694173E-04 +1.509973E-02 +1.124380E-04 +1.336777E-02 +9.935807E-05 +1.019411E-02 +6.157628E-05 +2.997374E-03 +8.984249E-06 +1.563872E-02 +1.192970E-04 +1.052291E-02 +7.219370E-05 +6.145842E-03 +2.458671E-05 +1.820653E-02 +2.247937E-04 +7.791605E-03 +2.755717E-05 +1.297205E-02 +6.319301E-05 +1.015262E-02 +1.030758E-04 +3.035087E-03 +9.211755E-06 +1.232725E-02 +9.907162E-05 +1.128129E-02 +5.592317E-05 +9.701165E-03 +3.555688E-05 +0.000000E+00 +0.000000E+00 +1.233349E-02 +6.089355E-05 +7.535919E-03 +2.876335E-05 +0.000000E+00 +0.000000E+00 +1.454087E-02 +2.114368E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.865646E-03 +6.186839E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.137588E-02 +1.294106E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.321864E-02 +1.747324E-04 +1.272332E-02 +1.391188E-04 +7.896053E-03 +6.234765E-05 +1.268512E-02 +1.609123E-04 +4.589567E-03 +2.106412E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.474231E-04 +6.121819E-08 +3.013607E-03 +5.338109E-06 +0.000000E+00 +0.000000E+00 +8.048466E-04 +6.477780E-07 +2.305835E-03 +5.316877E-06 +7.458567E-03 +2.904753E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.706514E-03 +7.580338E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +9.979456E-03 +9.958953E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.316051E-02 +5.785511E-05 +3.160180E-03 +9.986736E-06 +8.145069E-04 +6.634214E-07 +6.476844E-04 +4.194951E-07 +1.139475E-02 +1.298404E-04 +2.599445E-03 +6.757112E-06 +6.545328E-03 +2.641279E-05 +1.487546E-03 +2.212794E-06 +1.311905E-02 +1.721094E-04 +4.791226E-03 +2.295585E-05 +4.342464E-03 +1.885699E-05 +1.576237E-02 +8.857190E-05 +1.646538E-02 +9.456544E-05 +7.525429E-03 +4.470945E-05 +1.719922E-02 +1.898905E-04 +1.809222E-02 +1.642143E-04 +1.579718E-02 +9.832000E-05 +7.729798E-03 +2.256390E-05 +0.000000E+00 +0.000000E+00 +2.188316E-03 +4.788727E-06 +1.210952E-02 +3.995005E-05 +9.047838E-03 +3.789982E-05 +5.105201E-03 +1.453325E-05 +1.586810E-02 +1.266748E-04 +1.742964E-02 +1.645910E-04 +4.090264E-03 +1.673026E-05 +1.547801E-02 +1.398049E-04 +1.904038E-02 +2.408263E-04 +1.575322E-03 +2.481638E-06 +2.563116E-02 +2.314518E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.043619E-02 +6.061498E-05 +6.847203E-03 +3.523747E-05 +1.378593E-02 +4.997577E-05 +4.872238E-02 +5.399686E-04 +2.551319E-02 +4.091202E-04 +9.456884E-03 +6.376152E-05 +6.467100E-03 +4.182338E-05 +3.926743E-03 +1.541931E-05 +1.458593E-02 +1.560302E-04 +1.391330E-03 +1.935800E-06 +5.139395E-03 +2.641338E-05 +1.656720E-02 +1.335640E-04 +2.734766E-02 +2.974042E-04 +1.410894E-02 +9.980139E-05 +5.398941E-03 +2.914856E-05 +2.654848E-03 +7.048217E-06 +5.320508E-03 +2.830781E-05 +1.117290E-02 +1.248338E-04 +0.000000E+00 +0.000000E+00 +8.865595E-03 +5.335601E-05 +6.571904E-03 +4.318992E-05 +9.152721E-03 +8.377231E-05 +0.000000E+00 +0.000000E+00 +2.293041E-03 +5.258039E-06 +8.973130E-03 +6.233005E-05 +1.125959E-02 +1.082875E-04 +1.386424E-03 +1.058416E-06 +1.911099E-03 +3.652300E-06 +1.476916E-02 +8.771675E-05 +1.660049E-02 +1.515463E-04 +9.823249E-03 +8.611899E-05 +2.546977E-03 +5.078224E-06 +2.895226E-02 +3.592082E-04 +7.456132E-03 +4.132010E-05 +9.798339E-03 +5.815583E-05 +2.297271E-02 +2.659237E-04 +6.358437E-03 +3.016229E-05 +1.924356E-02 +1.617790E-04 +1.809238E-03 +3.273342E-06 +6.744247E-03 +2.639237E-05 +2.515784E-02 +6.329171E-04 +0.000000E+00 +0.000000E+00 +9.208296E-03 +5.554285E-05 +9.183092E-03 +5.637709E-05 +1.554575E-02 +1.250062E-04 +1.380907E-02 +1.043239E-04 +2.570859E-03 +6.609315E-06 +1.034283E-02 +1.069742E-04 +1.736273E-02 +1.886847E-04 +0.000000E+00 +0.000000E+00 +1.274315E-02 +1.623878E-04 +9.724467E-03 +9.456525E-05 +0.000000E+00 +0.000000E+00 +6.171734E-03 +2.798131E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.238206E-03 +3.203381E-05 +3.358096E-03 +1.127681E-05 +8.030193E-04 +3.578290E-07 +3.232893E-03 +1.045160E-05 +0.000000E+00 +0.000000E+00 +6.314488E-03 +2.002535E-05 +2.325212E-03 +5.406611E-06 +4.655950E-03 +2.167787E-05 +4.064669E-03 +1.652153E-05 +5.323766E-03 +2.834249E-05 +4.938679E-03 +2.439055E-05 +1.981696E-03 +3.927118E-06 +7.890252E-03 +6.225607E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.295512E-02 +1.678352E-04 +6.489499E-03 +4.211360E-05 +0.000000E+00 +0.000000E+00 +8.369665E-03 +3.929353E-05 +1.193247E-02 +1.298309E-04 +8.895504E-03 +4.278637E-05 +1.940296E-02 +2.889628E-04 +0.000000E+00 +0.000000E+00 +1.622883E-03 +2.633749E-06 +3.679755E-03 +1.354060E-05 +1.096320E-02 +1.201918E-04 +4.464733E-03 +1.993384E-05 +1.038076E-02 +7.071656E-05 +1.747174E-03 +3.052615E-06 +4.097104E-03 +1.678626E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +9.863050E-03 +6.201571E-05 +5.291461E-03 +2.799956E-05 +9.399424E-03 +8.834917E-05 +1.098908E-02 +1.207598E-04 +0.000000E+00 +0.000000E+00 +9.597198E-04 +9.210621E-07 +4.077690E-04 +1.662756E-07 +5.853510E-03 +3.426358E-05 +5.636572E-03 +3.177094E-05 +1.869192E-03 +2.481031E-06 +2.141107E-03 +4.584340E-06 +2.724470E-03 +7.422739E-06 +1.511996E-02 +1.267973E-04 +2.307828E-03 +5.326070E-06 +9.866105E-04 +9.734003E-07 +7.032470E-04 +4.945563E-07 +0.000000E+00 +0.000000E+00 +2.043111E-03 +4.174303E-06 +2.227023E-03 +4.959634E-06 +1.380483E-03 +1.905735E-06 +2.197249E-03 +3.682777E-06 +8.324143E-03 +6.929136E-05 +1.311774E-02 +9.114255E-05 +1.251004E-02 +5.297205E-05 +1.870295E-02 +2.092609E-04 +1.739462E-02 +1.671089E-04 +0.000000E+00 +0.000000E+00 +9.355276E-03 +8.752118E-05 +3.163848E-04 +1.000993E-07 +0.000000E+00 +0.000000E+00 +6.085147E-05 +3.702902E-09 +4.942762E-03 +2.416142E-05 +1.127366E-02 +5.746321E-05 +4.768255E-03 +1.468896E-05 +9.751282E-03 +9.508750E-05 +0.000000E+00 +0.000000E+00 +1.183329E-02 +9.510618E-05 +1.982602E-02 +1.492052E-04 +6.914347E-04 +4.780819E-07 +8.387146E-03 +7.034422E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.479261E-03 +2.444530E-05 +6.679262E-03 +4.461255E-05 +3.845727E-03 +1.478962E-05 +1.289588E-02 +1.489921E-04 +1.867508E-02 +1.758425E-04 +6.134024E-03 +2.651368E-05 +1.718676E-02 +1.379859E-04 +1.352028E-02 +7.815174E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.414206E-02 +9.599634E-05 +6.737023E-03 +1.763584E-05 +1.851298E-02 +9.299518E-05 +1.010605E-02 +4.294859E-05 +5.283659E-03 +2.791706E-05 +3.167484E-02 +3.759722E-04 +1.502315E-02 +2.256950E-04 +1.928879E-02 +2.104631E-04 +7.433467E-03 +5.525643E-05 +7.690118E-03 +5.913792E-05 +3.064566E-03 +7.507974E-06 +5.645404E-03 +1.598776E-05 +4.393417E-04 +1.930211E-07 +1.714803E-02 +1.012879E-04 +4.185196E-03 +1.469034E-05 +1.921199E-02 +3.691007E-04 +9.247970E-03 +5.591568E-05 +2.034808E-02 +2.103387E-04 +9.488043E-03 +8.152007E-05 +1.167820E-02 +7.831962E-05 +6.607071E-03 +2.221005E-05 +1.246866E-02 +5.724787E-05 +7.953989E-03 +6.326595E-05 +1.074994E-02 +5.898425E-05 +1.985392E-02 +2.026374E-04 +3.426562E-03 +1.174133E-05 +1.966029E-03 +3.865269E-06 +5.157874E-03 +2.660367E-05 +1.239871E-02 +6.810856E-05 +1.085138E-02 +7.547585E-05 +2.689989E-02 +2.437312E-04 +2.083742E-02 +1.470615E-04 +9.931182E-03 +6.236476E-05 +2.341075E-02 +2.282151E-04 +5.566771E-03 +3.098894E-05 +1.549738E-02 +1.528632E-04 +1.399654E-02 +9.909124E-05 +3.585492E-03 +8.455542E-06 +2.044199E-02 +1.326973E-04 +1.537047E-03 +2.362514E-06 +9.547090E-03 +3.321610E-05 +1.410778E-02 +1.081203E-04 +2.488157E-03 +6.190924E-06 +0.000000E+00 +0.000000E+00 +9.176108E-03 +8.420095E-05 +9.044422E-03 +6.599309E-05 +2.293366E-03 +2.660512E-06 +2.460517E-03 +3.043717E-06 +2.163962E-04 +4.682732E-08 +1.512515E-02 +2.287703E-04 +2.974372E-03 +8.846889E-06 +5.957414E-03 +2.368709E-05 +2.545215E-03 +6.478120E-06 +1.443086E-02 +1.545066E-04 +7.051154E-03 +4.971877E-05 +3.501421E-03 +1.225995E-05 +3.454232E-03 +9.067030E-06 +7.788460E-03 +4.492909E-05 +0.000000E+00 +0.000000E+00 +5.518054E-03 +3.044892E-05 +1.544390E-02 +2.077354E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.111166E-03 +9.679352E-06 +5.024196E-03 +2.524255E-05 +1.959436E-03 +3.839390E-06 +7.451573E-03 +3.007921E-05 +7.071292E-03 +5.000317E-05 +1.760717E-03 +3.100123E-06 +1.536928E-03 +2.362148E-06 +1.248402E-02 +8.414018E-05 +1.130473E-02 +7.902140E-05 +9.454855E-03 +6.924390E-05 +1.536322E-03 +2.360285E-06 +4.428585E-03 +1.017268E-05 +1.479443E-02 +1.106579E-04 +0.000000E+00 +0.000000E+00 +1.170098E-03 +1.369130E-06 +6.557151E-03 +4.299622E-05 +6.482955E-03 +3.202160E-05 +9.111780E-03 +4.886022E-05 +4.983776E-03 +1.173065E-05 +8.719388E-03 +3.801919E-05 +8.208212E-03 +3.360970E-05 +5.733420E-03 +2.860435E-05 +3.682974E-04 +1.356430E-07 +1.042246E-02 +5.446001E-05 +7.730019E-03 +5.006005E-05 +2.792164E-03 +7.069458E-06 +1.331009E-02 +1.771586E-04 +1.916945E-02 +2.411806E-04 +5.783628E-03 +1.540094E-05 +1.109697E-02 +6.627546E-05 +3.320684E-03 +1.102694E-05 +6.797369E-03 +2.781935E-05 +1.120142E-02 +6.578584E-05 +1.479743E-02 +1.103522E-04 +5.609212E-03 +2.368235E-05 +1.367342E-03 +1.869625E-06 +5.553890E-03 +1.323652E-05 +1.339124E-03 +1.793254E-06 +1.513415E-02 +2.007121E-04 +6.106599E-04 +3.729055E-07 +6.965404E-03 +2.754027E-05 +1.306928E-02 +9.709995E-05 +1.243722E-02 +7.842316E-05 +1.178715E-02 +1.228507E-04 +2.111471E-02 +1.516436E-04 +6.062208E-03 +2.245553E-05 +5.445875E-03 +2.215766E-05 +2.473616E-02 +1.925065E-04 +7.872731E-03 +2.017269E-05 +1.282457E-02 +1.436938E-04 +3.681826E-02 +5.991460E-04 +6.194517E-03 +3.837204E-05 +0.000000E+00 +0.000000E+00 +3.038450E-02 +3.567311E-04 +1.624622E-02 +7.006079E-05 +1.157445E-02 +5.557039E-05 +2.171100E-02 +2.412155E-04 +5.548501E-03 +2.655746E-05 +3.106610E-02 +3.042762E-04 +2.522824E-02 +1.417965E-04 +3.805406E-02 +3.853509E-04 +6.042717E-03 +2.869094E-05 +3.349214E-02 +4.681658E-04 +2.027659E-02 +1.959982E-04 +8.413764E-03 +2.715857E-05 +1.177853E-02 +7.310956E-05 +7.729704E-03 +3.211207E-05 +1.436030E-02 +1.115737E-04 +8.898101E-03 +3.464491E-05 +2.267102E-02 +2.608581E-04 +3.068642E-02 +7.889360E-04 +5.855510E-03 +1.717456E-05 +5.382350E-03 +2.896969E-05 +4.383447E-03 +1.921461E-05 +6.900632E-03 +4.761872E-05 +2.025580E-03 +4.102974E-06 +3.282740E-03 +8.666312E-06 +1.108104E-02 +8.677346E-05 +1.551637E-02 +1.310474E-04 +2.578742E-03 +6.649909E-06 +8.140855E-03 +2.653089E-05 +0.000000E+00 +0.000000E+00 +1.440367E-02 +1.176386E-04 +2.952118E-02 +6.908264E-04 +1.871586E-02 +1.747403E-04 +1.859868E-03 +2.640523E-06 +8.481988E-03 +7.194412E-05 +6.272564E-03 +3.934506E-05 +6.190957E-03 +3.832795E-05 +9.362389E-04 +8.765433E-07 +6.632736E-03 +4.399319E-05 +2.411162E-03 +5.813704E-06 +3.283853E-03 +1.078369E-05 +4.170924E-03 +1.739660E-05 +1.369922E-02 +1.876686E-04 +5.628679E-03 +1.597933E-05 +5.906985E-03 +1.825708E-05 +1.752629E-02 +3.071707E-04 +5.105231E-03 +2.606338E-05 +0.000000E+00 +0.000000E+00 +5.838793E-03 +3.409151E-05 +0.000000E+00 +0.000000E+00 +1.069812E-02 +7.009194E-05 +1.152488E-02 +1.328229E-04 +1.938145E-04 +3.756406E-08 +4.322164E-03 +1.868110E-05 +0.000000E+00 +0.000000E+00 +2.620958E-03 +3.832466E-06 +1.054423E-02 +9.134635E-05 +1.800164E-02 +2.312301E-04 +4.057897E-03 +8.242199E-06 +9.847743E-03 +9.697805E-05 +4.315038E-03 +9.357613E-06 +1.368030E-02 +1.151870E-04 +8.542160E-03 +3.327427E-05 +4.938681E-03 +2.439057E-05 +5.436498E-03 +2.955551E-05 +1.201783E-02 +8.608762E-05 +1.540805E-02 +1.263561E-04 +1.082014E-02 +6.475240E-05 +1.111490E-03 +1.235411E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.298905E-03 +3.967621E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.478976E-03 +5.593509E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.104891E-02 +1.220784E-04 +1.449722E-02 +1.352298E-04 +5.016555E-03 +2.516583E-05 +4.288999E-03 +1.839551E-05 +7.040250E-03 +1.712132E-05 +1.836822E-02 +1.223892E-04 +1.034360E-02 +1.069901E-04 +0.000000E+00 +0.000000E+00 +7.065521E-04 +4.992159E-07 +5.905641E-03 +2.724607E-05 +1.888929E-02 +2.073710E-04 +0.000000E+00 +0.000000E+00 +8.304802E-03 +3.458113E-05 +2.204815E-02 +3.370695E-04 +2.243678E-02 +2.246258E-04 +4.193166E-03 +8.801117E-06 +1.443783E-02 +1.055061E-04 +2.056368E-02 +1.191229E-04 +1.815059E-02 +1.765336E-04 +0.000000E+00 +0.000000E+00 +8.984203E-03 +7.195160E-05 +1.200298E-02 +6.532344E-05 +9.788060E-03 +3.876174E-05 +7.785998E-03 +6.062176E-05 +8.357115E-03 +6.984137E-05 +1.141389E-02 +1.302769E-04 +0.000000E+00 +0.000000E+00 +7.451197E-03 +5.552034E-05 +2.883284E-02 +4.170461E-04 +2.288035E-02 +1.601633E-04 +1.091694E-02 +5.851734E-05 +1.561622E-02 +7.004653E-05 +5.227532E-03 +1.454155E-05 +2.248274E-02 +2.179672E-04 +2.403857E-02 +2.354789E-04 +1.859011E-02 +1.262221E-04 +1.381472E-02 +7.651465E-05 +9.297544E-03 +6.165608E-05 +3.141111E-02 +5.106876E-04 +2.991295E-02 +2.903704E-04 +1.340585E-02 +1.464432E-04 +9.022168E-03 +4.526284E-05 +1.722283E-02 +1.215845E-04 +2.420536E-02 +2.235731E-04 +7.012026E-03 +2.581936E-05 +5.114446E-03 +2.615755E-05 +1.798185E-02 +1.399927E-04 +2.182309E-02 +1.751344E-04 +3.574536E-03 +6.437940E-06 +2.380082E-02 +1.761672E-04 +3.650953E-02 +4.680348E-04 +2.225224E-02 +1.485992E-04 +8.986801E-03 +5.462839E-05 +1.960612E-02 +1.582981E-04 +5.193049E-03 +2.696776E-05 +8.257204E-03 +4.981336E-05 +9.963738E-03 +5.312501E-05 +2.690344E-03 +7.237953E-06 +2.041412E-02 +1.879556E-04 +1.633099E-02 +1.063334E-04 +2.167508E-02 +2.855531E-04 +1.684983E-02 +7.386930E-05 +1.025804E-02 +3.597016E-05 +1.236922E-02 +7.229024E-05 +1.418897E-02 +1.795543E-04 +2.121807E-03 +4.502064E-06 +3.037286E-02 +3.048337E-04 +1.937381E-02 +1.472520E-04 +9.421772E-03 +3.980254E-05 +1.835509E-02 +1.250098E-04 +2.229834E-02 +1.414902E-04 +2.381583E-02 +2.139602E-04 +0.000000E+00 +0.000000E+00 +4.588140E-03 +2.105103E-05 +2.231087E-03 +2.863997E-06 +0.000000E+00 +0.000000E+00 +1.102383E-02 +6.125451E-05 +3.399268E-04 +1.155502E-07 +8.069214E-03 +6.511221E-05 +1.129975E-02 +6.461193E-05 +6.070501E-04 +3.685098E-07 +0.000000E+00 +0.000000E+00 +7.855627E-03 +6.171087E-05 +2.049619E-03 +4.200937E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +9.469337E-03 +4.996610E-05 +6.265587E-03 +3.744986E-05 +1.283732E-02 +8.382166E-05 +6.268027E-04 +3.928816E-07 +1.119503E-03 +1.253288E-06 +4.766390E-03 +1.692344E-05 +4.238026E-03 +1.796087E-05 +4.725558E-03 +2.233090E-05 +7.579038E-03 +5.744182E-05 +1.548596E-02 +2.284848E-04 +8.037651E-03 +6.460383E-05 +1.098817E-02 +6.201894E-05 +4.210512E-03 +1.772841E-05 +4.881825E-03 +2.383221E-05 +1.256116E-04 +1.577826E-08 +8.350020E-03 +4.670744E-05 +7.334653E-03 +5.379714E-05 +4.691889E-03 +2.201382E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +9.183159E-03 +8.433040E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.199570E-03 +1.023725E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.353286E-03 +5.537955E-06 +0.000000E+00 +0.000000E+00 +8.743297E-03 +7.644524E-05 +7.436347E-03 +5.529926E-05 +6.321851E-03 +2.000891E-05 +0.000000E+00 +0.000000E+00 +5.371325E-03 +2.110002E-05 +3.698922E-03 +1.368203E-05 +8.791081E-03 +7.728310E-05 +4.668103E-03 +2.179118E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.668851E-03 +7.122764E-06 +3.138193E-03 +9.848258E-06 +2.899759E-03 +8.408603E-06 +7.590892E-03 +2.126327E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.309867E-04 +5.335483E-08 +5.187620E-03 +1.216309E-05 +6.270236E-03 +2.723074E-05 +0.000000E+00 +0.000000E+00 +5.203845E-03 +2.708000E-05 +3.135565E-03 +4.920216E-06 +2.097413E-02 +2.362557E-04 +2.932986E-03 +8.602407E-06 +0.000000E+00 +0.000000E+00 +9.669346E-03 +9.349625E-05 +4.936419E-05 +2.436823E-09 +2.170002E-03 +2.431586E-06 +3.226385E-03 +1.040956E-05 +7.013276E-03 +4.918604E-05 +7.807218E-03 +3.465010E-05 +2.583662E-03 +3.478220E-06 +1.355487E-02 +6.382182E-05 +7.686681E-03 +3.266281E-05 +3.929632E-03 +7.817151E-06 +1.502111E-02 +8.767527E-05 +4.648786E-03 +2.161121E-05 +9.964918E-03 +6.143237E-05 +1.499504E-02 +1.553384E-04 +7.934886E-03 +5.823787E-05 +4.025906E-03 +1.519624E-05 +2.353947E-02 +2.771710E-04 +1.270809E-02 +6.793962E-05 +5.949064E-03 +3.539137E-05 +1.289462E-02 +7.568849E-05 +3.525039E-02 +3.338907E-04 +1.917513E-02 +1.205235E-04 +2.639760E-02 +1.690527E-04 +7.708809E-03 +2.976096E-05 +1.544109E-02 +8.052790E-05 +3.591824E-03 +1.290120E-05 +1.339438E-02 +7.241006E-05 +2.162907E-02 +1.700000E-04 +2.841696E-02 +2.723132E-04 +4.931088E-04 +2.431563E-07 +1.077715E-02 +7.562140E-05 +1.802496E-02 +1.036907E-04 +1.149638E-02 +8.865431E-05 +0.000000E+00 +0.000000E+00 +7.013020E-03 +4.278140E-05 +7.235557E-03 +1.427067E-05 +0.000000E+00 +0.000000E+00 +1.078571E-02 +1.163316E-04 +5.359145E-04 +1.774739E-07 +3.682556E-02 +4.328801E-04 +1.342245E-02 +1.244537E-04 +1.293293E-02 +8.404056E-05 +1.858035E-02 +1.431280E-04 +3.814192E-03 +1.454806E-05 +1.426051E-02 +1.126472E-04 +1.339746E-03 +1.794920E-06 +5.464196E-03 +2.985743E-05 +1.015659E-02 +1.031562E-04 +1.796021E-02 +1.868810E-04 +1.960199E-03 +3.842381E-06 +5.209810E-03 +1.392894E-05 +2.715167E-02 +3.920515E-04 +5.731454E-03 +1.435119E-05 +1.101801E-02 +1.213966E-04 +8.295157E-03 +3.537690E-05 +4.884375E-03 +1.714696E-05 +6.134899E-03 +3.763699E-05 +2.473284E-03 +6.117135E-06 +1.003038E-03 +1.006084E-06 +4.309253E-03 +1.286877E-05 +8.755093E-03 +7.665166E-05 +0.000000E+00 +0.000000E+00 +2.620445E-03 +6.866731E-06 +1.166485E-02 +6.089054E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.838208E-03 +2.264006E-05 +2.417000E-03 +5.841889E-06 +1.339041E-03 +1.793032E-06 +2.237881E-03 +5.008111E-06 +2.477017E-03 +6.135615E-06 +2.110806E-03 +4.455502E-06 +1.936216E-02 +2.017123E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +9.179492E-03 +8.145607E-05 +1.649435E-02 +8.938086E-05 +5.600822E-03 +1.609379E-05 +9.977622E-03 +9.955294E-05 +8.034859E-03 +6.455896E-05 +3.503994E-03 +7.345097E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.457255E-03 +5.561065E-05 +4.805970E-03 +2.309735E-05 +6.235799E-04 +3.888519E-07 +5.956880E-03 +3.548442E-05 +3.318254E-03 +1.101081E-05 +0.000000E+00 +0.000000E+00 +1.134791E-02 +6.745612E-05 +1.349429E-02 +1.259193E-04 +0.000000E+00 +0.000000E+00 +6.326438E-03 +3.235742E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.142780E-03 +6.630486E-05 +2.106446E-03 +4.437115E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +9.136758E-03 +4.189094E-05 +1.912887E-02 +1.531903E-04 +3.433791E-03 +1.179092E-05 +2.326420E-02 +2.669732E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.137309E-02 +6.898856E-05 +1.268034E-02 +8.400080E-05 +3.725553E-03 +1.387974E-05 +8.178411E-03 +6.688641E-05 +1.781358E-02 +8.705196E-05 +0.000000E+00 +0.000000E+00 +3.796895E-03 +1.441641E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.921910E-03 +4.791284E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +9.229037E-03 +8.517512E-05 +2.303852E-03 +5.307735E-06 +6.558768E-03 +4.301744E-05 +0.000000E+00 +0.000000E+00 +7.120407E-03 +3.935000E-05 +1.875761E-02 +1.297031E-04 +5.827462E-04 +3.395932E-07 +7.599054E-03 +5.774563E-05 +6.936701E-03 +4.811782E-05 +8.843179E-03 +7.820182E-05 +0.000000E+00 +0.000000E+00 +6.339709E-03 +4.019192E-05 +5.412707E-04 +2.929740E-07 +6.582493E-03 +4.332921E-05 +2.397353E-02 +2.326173E-04 +1.053308E-02 +1.043308E-04 +1.724163E-03 +2.972739E-06 +0.000000E+00 +0.000000E+00 +5.462194E-03 +2.983557E-05 +8.377988E-03 +3.513276E-05 +0.000000E+00 +0.000000E+00 +1.535812E-03 +2.358718E-06 +1.684530E-03 +2.837642E-06 +2.149791E-02 +3.250965E-04 +1.833231E-03 +3.360737E-06 +0.000000E+00 +0.000000E+00 +8.715124E-03 +3.973140E-05 +1.213081E-02 +5.152818E-05 +1.905198E-02 +1.490114E-04 +1.786730E-02 +1.709360E-04 +7.887325E-03 +5.713678E-05 +1.314055E-02 +7.744085E-05 +5.461748E-04 +2.983069E-07 +1.778034E-02 +1.361805E-04 +1.111015E-02 +1.089889E-04 +1.812944E-02 +1.583780E-04 +1.699156E-03 +2.887130E-06 +0.000000E+00 +0.000000E+00 +7.165105E-03 +5.133872E-05 +7.720796E-03 +5.961069E-05 +0.000000E+00 +0.000000E+00 +5.128459E-03 +2.630109E-05 +1.095185E-02 +6.676011E-05 +1.729812E-02 +1.231073E-04 +7.555615E-03 +5.708731E-05 +2.030781E-03 +3.597610E-06 +1.746508E-02 +1.527068E-04 +5.353862E-03 +2.042806E-05 +7.532850E-03 +2.054913E-05 +3.215974E-03 +1.034249E-05 +5.391956E-03 +2.761486E-05 +2.106480E-02 +1.855541E-04 +5.835492E-03 +2.100807E-05 +1.739386E-02 +1.744137E-04 +1.172746E-02 +7.243605E-05 +1.115297E-02 +7.507066E-05 +1.695264E-02 +1.739761E-04 +2.031301E-02 +1.958671E-04 +2.186582E-02 +1.709488E-04 +4.641947E-03 +2.154767E-05 +2.874582E-04 +8.263223E-08 +9.493353E-03 +9.012375E-05 +1.409758E-02 +9.547890E-05 +3.041529E-04 +9.250900E-08 +6.052269E-03 +2.640990E-05 +1.663470E-03 +1.573050E-06 +3.929974E-04 +1.544470E-07 +9.245107E-03 +6.002349E-05 +2.089486E-03 +4.365953E-06 +0.000000E+00 +0.000000E+00 +5.330599E-03 +2.537654E-05 +2.994661E-03 +6.168252E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.718052E-03 +4.513223E-05 +1.008288E-02 +5.337052E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.715071E-03 +1.380175E-05 +1.213055E-03 +1.471502E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.737822E-03 +7.495668E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.242176E-03 +2.748041E-05 +1.049934E-02 +5.404875E-05 +4.419825E-03 +1.953485E-05 +1.748864E-03 +3.058526E-06 +2.511587E-03 +6.308070E-06 +1.703981E-02 +2.903551E-04 +0.000000E+00 +0.000000E+00 +9.948696E-03 +6.009411E-05 +6.188876E-03 +3.830218E-05 +0.000000E+00 +0.000000E+00 +6.929927E-03 +4.475719E-05 +9.683951E-03 +5.593834E-05 +1.290334E-03 +1.664961E-06 +2.062803E-03 +4.255155E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.148024E-03 +5.109425E-05 +1.658503E-02 +1.554298E-04 +7.417348E-03 +3.160955E-05 +9.866198E-03 +4.430488E-05 +0.000000E+00 +0.000000E+00 +6.157696E-03 +2.234167E-05 +1.148634E-02 +6.729896E-05 +1.027981E-02 +4.907067E-05 +2.728437E-03 +7.444369E-06 +3.720294E-03 +7.932838E-06 +0.000000E+00 +0.000000E+00 +4.204145E-03 +1.767483E-05 +5.733211E-03 +3.286970E-05 +4.399542E-03 +1.130785E-05 +8.285249E-03 +6.864536E-05 +0.000000E+00 +0.000000E+00 +6.085963E-04 +3.703894E-07 +1.383091E-03 +1.912941E-06 +3.065202E-03 +7.740650E-06 +0.000000E+00 +0.000000E+00 +1.307831E-02 +1.090891E-04 +4.853909E-03 +1.700780E-05 +0.000000E+00 +0.000000E+00 +1.390272E-02 +1.006446E-04 +8.238716E-03 +6.051240E-05 +8.124276E-03 +6.218484E-05 +4.026705E-04 +1.621436E-07 +2.734092E-02 +4.253763E-04 +8.454050E-03 +4.644554E-05 +3.570494E-03 +1.274843E-05 +1.012669E-02 +8.802039E-05 +1.414229E-02 +2.000043E-04 +0.000000E+00 +0.000000E+00 +3.787268E-03 +4.933313E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.511376E-03 +2.284257E-06 +0.000000E+00 +0.000000E+00 +5.568555E-03 +3.100881E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.556850E-03 +1.265118E-05 +1.469238E-02 +2.158660E-04 +1.753923E-02 +1.538674E-04 +6.280300E-03 +3.944217E-05 +0.000000E+00 +0.000000E+00 +1.913020E-03 +3.659644E-06 +3.821710E-03 +1.460547E-05 +5.019705E-03 +2.519744E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.498936E-03 +2.024042E-05 +3.070354E-03 +9.427073E-06 +0.000000E+00 +0.000000E+00 +7.384444E-03 +5.453001E-05 +0.000000E+00 +0.000000E+00 +1.847263E-03 +3.412381E-06 +8.771725E-04 +7.694316E-07 +0.000000E+00 +0.000000E+00 +8.693689E-03 +7.558023E-05 +1.048217E-02 +1.098760E-04 +0.000000E+00 +0.000000E+00 +2.742747E-03 +7.522661E-06 +0.000000E+00 +0.000000E+00 +3.742238E-03 +1.400434E-05 +8.950266E-03 +8.010727E-05 +1.182443E-02 +6.556145E-05 +6.521060E-03 +4.252422E-05 +5.229044E-05 +2.734290E-09 +5.721314E-03 +2.801978E-05 +0.000000E+00 +0.000000E+00 +1.686238E-03 +2.843400E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.234697E-03 +4.993871E-06 +4.105357E-03 +1.685396E-05 +2.258439E-03 +5.100548E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.756454E-03 +6.016258E-05 +9.945026E-03 +8.712479E-05 +6.610753E-03 +4.370205E-05 +0.000000E+00 +0.000000E+00 +3.684957E-03 +1.357891E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.305629E-03 +6.898348E-05 +5.432294E-03 +2.950982E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.184933E-03 +4.773933E-06 +1.312101E-02 +8.982331E-05 +1.083532E-03 +1.174042E-06 +1.403314E-02 +1.090639E-04 +9.713660E-03 +9.435518E-05 +5.035614E-03 +2.316625E-05 +3.320135E-03 +1.102330E-05 +4.399839E-03 +1.935858E-05 +2.168285E-02 +4.701458E-04 +8.871949E-03 +4.042375E-05 +0.000000E+00 +0.000000E+00 +6.445741E-03 +4.021835E-05 +1.278211E-02 +1.049596E-04 +2.113038E-03 +4.464931E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.743737E-03 +3.040619E-06 +0.000000E+00 +0.000000E+00 +3.082894E-02 +3.724451E-04 +3.371170E-03 +1.136479E-05 +0.000000E+00 +0.000000E+00 +1.498283E-03 +2.244852E-06 +3.542045E-03 +1.254608E-05 +4.854300E-03 +2.356423E-05 +2.070526E-03 +2.829767E-06 +5.426258E-04 +2.944428E-07 +8.862731E-03 +5.435849E-05 +1.461810E-02 +7.154769E-05 +2.717858E-02 +4.051528E-04 +2.090914E-02 +1.807259E-04 +1.590242E-02 +1.933772E-04 +3.067573E-02 +3.216023E-04 +1.989321E-02 +1.475027E-04 +3.342173E-02 +8.331936E-04 +2.113531E-03 +3.015942E-06 +1.722578E-02 +9.355182E-05 +1.212359E-02 +1.186093E-04 +4.250498E-02 +1.309915E-03 +6.240360E-03 +3.894210E-05 +1.275812E-02 +1.361307E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.521847E-02 +8.448327E-05 +6.210733E-03 +3.857320E-05 +6.976706E-03 +4.867443E-05 +1.231993E-02 +1.011542E-04 +1.289310E-02 +1.024503E-04 +3.220636E-03 +6.040415E-06 +9.874162E-03 +9.749908E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.007693E-03 +9.046217E-06 +0.000000E+00 +0.000000E+00 +4.934490E-03 +1.218073E-05 +8.906500E-03 +4.672271E-05 +6.282287E-04 +3.946713E-07 +4.038160E-04 +1.630674E-07 +0.000000E+00 +0.000000E+00 +2.092355E-03 +4.377948E-06 +2.487241E-03 +6.186365E-06 +9.266458E-03 +8.586724E-05 +0.000000E+00 +0.000000E+00 +6.832195E-03 +4.667889E-05 +0.000000E+00 +0.000000E+00 +7.105853E-03 +5.049315E-05 +2.221952E-03 +4.937073E-06 +0.000000E+00 +0.000000E+00 +1.545083E-03 +2.387281E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.160114E-03 +1.345864E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.251840E-02 +1.567103E-04 +0.000000E+00 +0.000000E+00 +1.110365E-02 +1.232910E-04 +7.886721E-04 +6.220037E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +9.511328E-04 +9.046536E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +9.746848E-04 +9.500104E-07 +0.000000E+00 +0.000000E+00 +2.200314E-03 +4.841382E-06 +1.033565E-02 +1.068257E-04 +1.425136E-03 +2.031011E-06 +6.682787E-03 +4.465964E-05 +3.326911E-03 +1.106833E-05 +3.038088E-03 +9.229979E-06 +0.000000E+00 +0.000000E+00 +2.311793E-03 +5.344389E-06 +0.000000E+00 +0.000000E+00 +1.241298E-02 +1.424254E-04 +6.044751E-03 +3.653901E-05 +0.000000E+00 +0.000000E+00 +9.190438E-03 +4.076788E-05 +1.308675E-02 +1.712631E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.214659E-02 +1.475397E-04 +7.213519E-03 +2.660679E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.426998E-03 +2.036322E-06 +8.043114E-03 +6.469169E-05 +0.000000E+00 +0.000000E+00 +2.027829E-03 +4.112089E-06 +2.836490E-03 +8.045675E-06 +0.000000E+00 +0.000000E+00 +4.216315E-06 +1.777731E-11 +1.562292E-04 +2.440755E-08 +1.128275E-02 +1.273003E-04 +4.693313E-05 +2.202719E-09 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.001548E-06 +9.009291E-12 +0.000000E+00 +0.000000E+00 +8.375382E-04 +7.014703E-07 +0.000000E+00 +0.000000E+00 +1.853507E-02 +1.583048E-04 +1.563359E-02 +1.046806E-04 +2.319362E-02 +2.580165E-04 +5.526566E-03 +3.054293E-05 +2.561135E-03 +6.559412E-06 +1.343230E-02 +6.174226E-05 +3.004822E-03 +3.769381E-06 +1.364044E-02 +9.792964E-05 +1.076875E-02 +4.100994E-05 +1.114740E-02 +9.348875E-05 +2.116529E-03 +4.479697E-06 +1.013810E-02 +4.517201E-05 +4.883868E-03 +1.193206E-05 +6.976366E-03 +4.866968E-05 +5.824558E-03 +2.814134E-05 +1.971120E-03 +3.885313E-06 +2.221886E-03 +4.936777E-06 +1.412185E-02 +1.001636E-04 +7.326826E-03 +2.994994E-05 +2.207906E-02 +3.369236E-04 +1.366375E-02 +9.504483E-05 +6.184323E-03 +3.170731E-05 +3.876125E-02 +5.218720E-04 +6.780184E-03 +1.781359E-05 +1.419190E-02 +1.015620E-04 +2.179198E-02 +1.168342E-04 +3.966713E-02 +5.482786E-04 +4.597157E-03 +8.101215E-06 +0.000000E+00 +0.000000E+00 +2.381668E-02 +2.705615E-04 +1.772156E-02 +1.574945E-04 +6.210915E-03 +3.857547E-05 +1.701654E-02 +9.433019E-05 +2.322377E-02 +1.784690E-04 +1.015616E-02 +4.765451E-05 +3.258493E-02 +2.945639E-04 +6.801299E-03 +2.918214E-05 +1.030953E-02 +8.534104E-05 +0.000000E+00 +0.000000E+00 +1.323438E-02 +8.899220E-05 +2.296196E-02 +2.136752E-04 +2.364382E-03 +5.590302E-06 +1.299486E-02 +1.521983E-04 +6.339624E-03 +4.019083E-05 +2.058732E-02 +1.166293E-04 +8.599748E-03 +1.993629E-05 +2.033149E-02 +2.144904E-04 +1.843067E-02 +1.172634E-04 +0.000000E+00 +0.000000E+00 +1.182097E-02 +7.489417E-05 +6.928939E-03 +4.801020E-05 +6.066421E-03 +3.680147E-05 +9.592542E-03 +4.603470E-05 +2.034451E-03 +4.138991E-06 +2.516260E-02 +3.156332E-04 +1.037967E-05 +1.077376E-10 +1.851093E-02 +2.383693E-04 +2.594921E-02 +2.126654E-04 +6.156502E-03 +2.190720E-05 +1.085588E-02 +1.078691E-04 +1.707432E-02 +2.305576E-04 +6.433402E-05 +4.138866E-09 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.668058E-05 +4.446300E-09 +0.000000E+00 +0.000000E+00 +5.565794E-03 +2.124959E-05 +1.715853E-02 +2.944153E-04 +0.000000E+00 +0.000000E+00 +1.192761E-02 +1.069963E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +9.462815E-03 +8.954487E-05 +0.000000E+00 +0.000000E+00 +1.073019E-02 +8.873047E-05 +8.823634E-04 +7.785651E-07 +3.828820E-03 +1.465986E-05 +5.783309E-03 +3.012673E-05 +1.312850E-02 +1.046042E-04 +2.541421E-03 +6.458819E-06 +0.000000E+00 +0.000000E+00 +8.618321E-03 +5.112630E-05 +9.112689E-03 +5.669243E-05 +3.305449E-03 +6.659695E-06 +6.452112E-03 +4.162974E-05 +7.188729E-03 +5.167783E-05 +1.283929E-02 +1.648473E-04 +1.326889E-02 +1.760634E-04 +9.708400E-03 +7.167726E-05 +2.069700E-03 +4.283658E-06 +2.187185E-02 +2.686402E-04 +6.415060E-04 +4.115299E-07 +6.492840E-03 +2.414828E-05 +1.642844E-02 +9.833365E-05 +5.764428E-03 +2.861137E-05 +1.710409E-02 +1.056008E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.757460E-04 +3.314834E-07 +3.267401E-03 +1.067591E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.727710E-04 +1.389582E-07 +1.895119E-03 +3.591477E-06 +0.000000E+00 +0.000000E+00 +3.371274E-03 +7.960871E-06 +0.000000E+00 +0.000000E+00 +5.658879E-03 +3.202291E-05 +3.597280E-03 +1.294042E-05 +6.150414E-03 +3.782759E-05 +0.000000E+00 +0.000000E+00 +8.677665E-03 +4.719460E-05 +0.000000E+00 +0.000000E+00 +3.121906E-03 +6.386975E-06 +9.805616E-03 +7.058216E-05 +3.966846E-03 +1.573587E-05 +1.237440E-02 +1.138525E-04 +0.000000E+00 +0.000000E+00 +9.901159E-03 +8.891099E-05 +2.362812E-02 +2.001653E-04 +1.192402E-02 +6.788773E-05 +6.542028E-03 +2.423513E-05 +5.416892E-03 +2.934272E-05 +2.315103E-02 +1.793871E-04 +3.594574E-03 +1.292096E-05 +2.263762E-02 +1.251961E-04 +6.885968E-03 +4.741655E-05 +2.010850E-02 +2.154673E-04 +2.078281E-02 +1.558029E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.242047E-02 +5.105805E-05 +3.005521E-02 +2.860162E-04 +2.948568E-02 +2.886473E-04 +1.565127E-02 +9.870755E-05 +2.088379E-02 +2.198480E-04 +1.044796E-02 +1.091599E-04 +1.673658E-02 +1.265963E-04 +2.442279E-02 +1.725812E-04 +1.692884E-02 +1.189749E-04 +2.094984E-02 +1.497659E-04 +1.614895E-02 +9.762246E-05 +1.031560E-02 +5.034760E-05 +4.573007E-02 +4.756233E-04 +2.609549E-02 +1.632767E-04 +2.258307E-02 +1.547205E-04 +2.638993E-02 +2.233266E-04 +4.104497E-02 +1.673115E-03 +2.051000E-02 +1.123657E-04 +3.940274E-02 +4.702393E-04 +3.074738E-02 +3.234756E-04 +2.760499E-02 +2.895278E-04 +4.115012E-02 +3.105495E-04 +3.488110E-02 +3.109646E-04 +2.723861E-02 +1.773535E-04 +0.000000E+00 +0.000000E+00 +4.210839E-03 +1.726489E-05 +1.138197E-02 +4.723791E-05 +2.321447E-02 +1.517596E-04 +1.899186E-02 +8.717539E-05 +3.227373E-02 +2.011298E-04 +5.663963E-03 +3.208048E-05 +1.741312E-02 +2.542721E-04 +2.507849E-02 +2.122435E-04 +4.959703E-03 +1.300302E-05 +2.031979E-02 +1.439166E-04 +1.508410E-02 +7.060188E-05 +2.101642E-02 +1.844284E-04 +1.549705E-03 +1.505097E-06 +1.517537E-02 +1.051628E-04 +7.294833E-03 +2.509770E-05 +1.240275E-02 +1.228035E-04 +2.355141E-02 +5.173448E-04 +2.285814E-02 +2.198278E-04 +1.257680E-02 +1.535418E-04 +2.253169E-02 +1.841273E-04 +6.360950E-03 +1.827515E-05 +6.470976E-03 +2.042728E-05 +1.781846E-02 +1.327120E-04 +2.185150E-02 +3.088549E-04 +2.752727E-02 +2.582052E-04 +0.000000E+00 +0.000000E+00 +4.214325E-03 +1.075587E-05 +1.343115E-02 +1.631862E-04 +1.163637E-03 +1.354051E-06 +2.176511E-02 +1.660382E-04 +1.470416E-02 +7.836860E-05 +1.133635E-02 +6.221159E-05 +2.930398E-02 +4.414846E-04 +1.240159E-02 +5.220577E-05 +2.415445E-04 +4.141798E-08 +2.858101E-03 +8.168742E-06 +9.102059E-03 +5.861735E-05 +8.599962E-03 +7.395934E-05 +1.605278E-02 +1.395613E-04 +2.291377E-02 +3.371229E-04 +1.329674E-02 +7.036877E-05 +7.583270E-03 +5.750598E-05 +1.127470E-02 +7.917524E-05 +2.439209E-02 +2.211905E-04 +2.516737E-02 +2.850988E-04 +1.000450E-02 +7.322475E-05 +1.027726E-02 +2.757582E-05 +1.833863E-03 +3.363052E-06 +1.536447E-02 +1.604687E-04 +1.445771E-02 +1.317937E-04 +4.884237E-03 +2.167427E-05 +1.136762E-02 +1.292229E-04 +8.760867E-03 +3.026696E-05 +8.423602E-03 +7.095707E-05 +4.290931E-03 +1.841209E-05 +7.763229E-03 +4.603398E-05 +0.000000E+00 +0.000000E+00 +7.500191E-04 +5.625286E-07 +1.638690E-02 +2.685304E-04 +1.557747E-03 +2.426576E-06 +3.688748E-03 +1.360686E-05 +5.571690E-03 +3.104373E-05 +0.000000E+00 +0.000000E+00 +4.990781E-03 +2.490789E-05 +3.190548E-03 +1.017960E-05 +1.417250E-02 +1.376583E-04 +4.848154E-03 +1.175440E-05 +4.948575E-03 +2.057495E-05 +1.133944E-02 +8.460002E-05 +6.741815E-04 +4.545207E-07 +1.079484E-02 +1.165285E-04 +0.000000E+00 +0.000000E+00 +8.481026E-03 +7.192781E-05 +4.509875E-03 +2.033897E-05 +0.000000E+00 +0.000000E+00 +3.696467E-03 +1.366387E-05 +0.000000E+00 +0.000000E+00 +1.062962E-02 +6.211025E-05 +1.992743E-02 +2.435912E-04 +1.078613E-02 +6.083060E-05 +4.481720E-03 +1.348608E-05 +6.029895E-03 +3.635963E-05 +1.513635E-02 +7.102753E-05 +2.742420E-02 +2.008368E-04 +2.380746E-02 +1.919485E-04 +1.363363E-02 +1.350413E-04 +1.337926E-02 +5.234613E-05 +7.520756E-03 +5.656178E-05 +7.336565E-03 +5.382518E-05 +3.482101E-02 +3.320307E-04 +3.637238E-02 +3.536516E-04 +1.663949E-02 +1.956287E-04 +1.978842E-02 +1.301168E-04 +1.972832E-02 +1.402099E-04 +2.288122E-02 +1.755721E-04 +8.550176E-03 +2.651454E-05 +1.767667E-02 +1.678693E-04 +3.786938E-02 +4.208431E-04 +2.390781E-02 +2.219942E-04 +7.593889E-03 +2.100214E-05 +2.892804E-02 +3.362782E-04 +2.790298E-03 +3.905792E-06 +1.028052E-02 +5.838507E-05 +1.177119E-02 +1.340279E-04 +9.440907E-03 +3.212104E-05 +2.729423E-02 +2.507664E-04 +2.228963E-02 +1.385348E-04 +4.527813E-03 +1.438394E-05 +1.453239E-02 +1.188511E-04 +3.199250E-02 +1.943713E-04 +3.033640E-02 +2.390553E-04 +8.283096E-03 +6.860968E-05 +2.559919E-02 +4.440430E-04 +5.415545E-03 +2.377963E-05 +1.306055E-02 +9.413112E-05 +7.783966E-03 +4.234841E-05 +4.608404E-02 +4.865321E-04 +2.211088E-02 +1.441243E-04 +4.014666E-02 +2.921765E-04 +1.126335E-02 +1.268629E-04 +2.842702E-02 +3.109901E-04 +3.125438E-02 +3.448046E-04 +3.148406E-02 +2.598262E-04 +1.086768E-02 +5.451886E-05 +2.382643E-02 +2.285407E-04 +2.279652E-02 +2.628438E-04 +1.485100E-02 +8.649093E-05 +1.953294E-02 +1.152094E-04 +1.154437E-02 +7.837173E-05 +1.228532E-02 +4.934319E-05 +1.154907E-02 +6.945749E-05 +3.507678E-03 +1.230380E-05 +1.174492E-02 +6.287354E-05 +3.044162E-02 +3.242676E-04 +2.202194E-02 +2.612429E-04 +2.115073E-02 +1.442172E-04 +3.458665E-02 +4.593583E-04 +1.257733E-02 +1.581892E-04 +9.598501E-03 +3.641913E-05 +1.181989E-02 +7.063425E-05 +0.000000E+00 +0.000000E+00 +1.222974E-02 +8.634189E-05 +1.323285E-02 +8.777929E-05 +8.626796E-03 +6.517596E-05 +2.678958E-03 +7.176817E-06 +1.465055E-02 +9.449496E-05 +2.074923E-02 +1.684056E-04 +2.162310E-03 +4.675586E-06 +3.260166E-02 +3.818356E-04 +1.471500E-02 +1.407427E-04 +5.840923E-03 +3.411638E-05 +0.000000E+00 +0.000000E+00 +4.867737E-03 +2.369487E-05 +2.378488E-02 +2.402349E-04 +2.943090E-02 +3.344462E-04 +0.000000E+00 +0.000000E+00 +1.588222E-02 +2.222466E-04 +2.258079E-03 +3.401259E-06 +2.045547E-02 +1.618420E-04 +8.078485E-03 +6.274777E-05 +1.331990E-03 +1.774198E-06 +8.704247E-05 +7.576391E-09 +7.878172E-03 +3.544714E-05 +1.047176E-02 +6.919184E-05 +1.211752E-02 +8.721487E-05 +6.381472E-03 +2.456699E-05 +4.388321E-03 +1.925736E-05 +7.271657E-03 +5.287700E-05 +3.928581E-03 +1.543375E-05 +3.847906E-04 +1.480638E-07 +0.000000E+00 +0.000000E+00 +8.308718E-03 +4.094457E-05 +3.032795E-03 +4.820756E-06 +9.233388E-03 +8.376588E-05 +1.056337E-02 +6.518964E-05 +8.732978E-03 +7.626490E-05 +9.952030E-03 +9.904290E-05 +5.818599E-03 +1.952975E-05 +6.918564E-03 +3.973134E-05 +2.563337E-04 +6.570697E-08 +4.310243E-04 +1.857819E-07 +1.091618E-02 +1.118796E-04 +0.000000E+00 +0.000000E+00 +5.168376E-03 +1.537162E-05 +5.452000E-03 +1.708609E-05 +2.470778E-02 +4.375483E-04 +8.506527E-03 +3.925270E-05 +2.770506E-03 +7.675703E-06 +3.094747E-02 +4.853080E-04 +8.686297E-03 +3.862077E-05 +1.661344E-02 +1.839395E-04 +4.392904E-03 +1.929760E-05 +1.332749E-02 +1.691397E-04 +1.388749E-02 +9.689225E-05 +8.088185E-03 +6.541874E-05 +9.965257E-03 +8.511033E-05 +2.056613E-03 +4.229656E-06 +8.988225E-03 +2.941474E-05 +1.686815E-02 +1.716561E-04 +5.323913E-03 +1.422232E-05 +2.942892E-02 +1.900481E-04 +2.870969E-04 +8.242466E-08 +2.660689E-02 +2.060802E-04 +6.837406E-03 +3.334133E-05 +0.000000E+00 +0.000000E+00 +1.689272E-02 +1.651278E-04 +1.586563E-02 +1.339829E-04 +2.494358E-03 +3.595987E-06 +7.612548E-03 +2.057452E-05 +6.691438E-03 +4.477534E-05 +1.140239E-02 +9.085791E-05 +1.935142E-03 +3.744776E-06 +1.748082E-02 +2.473546E-04 +6.325311E-03 +2.000479E-05 +8.638103E-03 +6.649858E-05 +2.944269E-03 +3.138811E-06 +5.317110E-03 +2.827166E-05 +1.337598E-03 +8.989410E-07 +9.725693E-03 +4.318226E-05 +7.689030E-03 +2.979575E-05 +1.228183E-02 +8.169400E-05 +2.339350E-02 +2.025056E-04 +3.184543E-02 +2.491007E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.330107E-02 +4.433194E-05 +1.340723E-02 +5.985089E-05 +5.850255E-03 +3.422549E-05 +2.290767E-02 +2.503537E-04 +5.902638E-03 +1.742109E-05 +3.458076E-02 +2.762943E-04 +1.272931E-02 +4.843795E-05 +2.927143E-02 +2.281038E-04 +1.103088E-02 +5.646535E-05 +2.348998E-02 +1.527038E-04 +1.930668E-02 +2.373962E-04 +1.438344E-02 +9.043852E-05 +4.786621E-02 +4.960948E-04 +2.084061E-02 +1.445000E-04 +1.505532E-02 +1.133319E-04 +2.084486E-02 +1.444796E-04 +1.463411E-02 +8.783886E-05 +3.080039E-02 +3.111536E-04 +1.471281E-02 +1.211034E-04 +3.328144E-02 +3.136887E-04 +3.442772E-02 +2.415992E-04 +2.992840E-02 +2.184869E-04 +2.112974E-02 +2.162807E-04 +3.409651E-02 +3.879896E-04 +3.850653E-02 +4.340358E-04 +3.848966E-02 +5.122726E-04 +1.138576E-02 +1.296355E-04 +9.129769E-03 +3.658554E-05 +5.585702E-03 +3.120007E-05 +4.825190E-03 +2.328246E-05 +3.348939E-02 +2.130920E-04 +2.574803E-02 +3.012859E-04 +1.550258E-02 +9.439099E-05 +1.715869E-02 +7.062696E-05 +5.826954E-02 +1.627242E-03 +9.643800E-03 +3.337081E-05 +2.250375E-02 +1.604543E-04 +2.609983E-02 +1.724033E-04 +2.093766E-02 +1.473264E-04 +5.915584E-03 +1.520357E-05 +2.684684E-02 +7.207528E-04 +1.711730E-02 +1.789344E-04 +1.327908E-02 +8.828035E-05 +1.098266E-02 +4.965791E-05 +3.624593E-02 +3.324747E-04 +1.343614E-02 +7.841643E-05 +2.974864E-03 +8.849816E-06 +1.023925E-02 +3.937642E-05 +3.846477E-02 +4.304829E-04 +2.587203E-03 +3.610506E-06 +6.141728E-03 +1.026624E-05 +2.373522E-02 +1.452078E-04 +1.294215E-02 +1.028436E-04 +4.012285E-03 +8.077761E-06 +4.791155E-02 +4.968926E-04 +1.403798E-02 +5.969616E-05 +2.581956E-02 +4.089560E-04 +2.284055E-03 +2.562543E-06 +1.126526E-02 +4.772084E-05 +1.182348E-02 +1.109437E-04 +3.916869E-03 +7.844140E-06 +3.346119E-02 +2.932528E-04 +6.164285E-03 +3.799840E-05 +8.850653E-03 +4.130709E-05 +3.967176E-03 +1.573849E-05 +0.000000E+00 +0.000000E+00 +1.533100E-02 +1.099344E-04 +4.500435E-03 +2.025392E-05 +1.640889E-02 +7.409731E-05 +7.011044E-03 +4.531119E-05 +9.556580E-03 +5.094955E-05 +4.189835E-02 +5.042006E-04 +1.588652E-03 +1.534073E-06 +3.240793E-02 +6.507165E-04 +0.000000E+00 +0.000000E+00 +3.213616E-03 +1.032733E-05 +3.801696E-03 +1.445289E-05 +1.104153E-02 +6.109001E-05 +2.591645E-02 +2.334187E-04 +4.454492E-03 +7.544466E-06 +5.720235E-03 +3.272109E-05 +5.733162E-03 +3.286915E-05 +1.854813E-02 +1.126783E-04 +9.752449E-03 +5.856647E-05 +6.308835E-05 +3.980140E-09 +1.806487E-03 +2.653858E-06 +9.325021E-03 +3.632663E-05 +7.740869E-03 +4.723181E-05 +2.046606E-02 +3.277059E-04 +1.414012E-02 +1.266990E-04 +1.687548E-02 +1.959795E-04 +3.928381E-03 +1.543218E-05 +2.618290E-02 +5.166250E-04 +3.127010E-02 +6.895402E-04 +2.038705E-02 +1.551870E-04 +1.414724E-02 +6.309642E-05 +1.715159E-02 +1.172583E-04 +2.389671E-02 +2.205558E-04 +2.682276E-02 +3.127368E-04 +2.381087E-02 +1.639700E-04 +2.637393E-03 +4.694339E-06 +3.692119E-03 +6.103256E-06 +2.133304E-02 +1.546612E-04 +1.525733E-02 +9.192853E-05 +1.077040E-02 +6.999316E-05 +1.825544E-02 +1.359830E-04 +2.712544E-02 +3.080202E-04 +4.110026E-02 +4.516456E-04 +4.286448E-02 +4.712635E-04 +4.854371E-02 +4.727925E-04 +8.833364E-04 +7.802832E-07 +1.023167E-02 +4.617075E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.428786E-02 +1.044604E-04 +1.603861E-02 +9.446486E-05 +1.337938E-02 +1.275774E-04 +8.438844E-03 +3.109120E-05 +1.364896E-02 +8.273474E-05 +1.772715E-02 +1.066176E-04 +1.915927E-02 +1.083223E-04 +3.808657E-02 +4.137780E-04 +2.092202E-02 +9.594901E-05 +9.619933E-03 +3.200273E-05 +1.722508E-02 +9.766480E-05 +2.366649E-02 +1.678780E-04 +2.198617E-02 +3.361640E-04 +6.812578E-04 +4.641122E-07 +1.771949E-02 +8.840338E-05 +2.972872E-02 +2.816900E-04 +2.010419E-02 +2.220669E-04 +6.916797E-03 +4.177808E-05 +1.943662E-02 +1.336671E-04 +5.463050E-03 +2.434039E-05 +2.304618E-02 +1.909698E-04 +2.392368E-02 +1.267942E-04 +1.803865E-02 +9.827306E-05 +6.448678E-02 +1.523536E-03 +5.983436E-02 +9.073004E-04 +2.212019E-02 +1.539941E-04 +6.058832E-03 +3.652173E-05 +3.692569E-02 +4.793894E-04 +2.181892E-02 +2.397646E-04 +1.497051E-02 +1.576443E-04 +2.751184E-02 +2.996741E-04 +1.782994E-02 +8.802214E-05 +1.722098E-02 +1.060248E-04 +1.271826E-02 +8.308912E-05 +4.478033E-02 +4.891477E-04 +1.799589E-02 +8.120207E-05 +9.653076E-03 +9.318188E-05 +2.043032E-02 +1.343219E-04 +2.614465E-02 +2.303709E-04 +9.447384E-03 +4.408744E-05 +2.569738E-02 +1.705142E-04 +3.606050E-02 +3.692397E-04 +8.294394E-03 +3.248677E-05 +2.611708E-02 +3.991424E-04 +6.615141E-03 +2.775882E-05 +8.800669E-03 +4.156518E-05 +2.410040E-02 +2.909491E-04 +2.687486E-02 +2.571141E-04 +2.583826E-02 +1.745858E-04 +1.759367E-02 +1.241958E-04 +3.304610E-02 +5.959343E-04 +3.319826E-02 +5.813380E-04 +2.675911E-02 +2.179981E-04 +2.513357E-02 +2.419279E-04 +3.225129E-02 +2.523926E-04 +2.298126E-02 +2.210402E-04 +2.920024E-03 +8.526542E-06 +0.000000E+00 +0.000000E+00 +9.822846E-03 +3.438713E-05 +2.481836E-02 +3.919463E-04 +4.092972E-04 +1.675242E-07 +2.453704E-02 +2.418833E-04 +8.957459E-03 +8.023608E-05 +1.346620E-02 +1.813386E-04 +1.253845E-04 +1.572127E-08 +1.672078E-03 +2.795844E-06 +4.173684E-03 +1.251774E-05 +1.246727E-02 +7.274971E-05 +0.000000E+00 +0.000000E+00 +5.222680E-03 +1.365697E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.275656E-03 +1.828124E-05 +0.000000E+00 +0.000000E+00 +3.352516E-03 +1.123937E-05 +3.952774E-03 +1.562443E-05 +5.520056E-03 +3.047102E-05 +4.773006E-03 +2.278159E-05 +4.481474E-03 +2.008361E-05 +0.000000E+00 +0.000000E+00 +5.590784E-03 +1.755875E-05 +9.190862E-04 +8.447195E-07 +1.214015E-02 +6.316379E-05 +8.654635E-03 +7.490270E-05 +1.218731E-03 +1.485306E-06 +3.651243E-03 +1.333158E-05 +1.996021E-03 +3.984099E-06 +9.593921E-03 +5.879476E-05 +0.000000E+00 +0.000000E+00 +9.503403E-03 +5.866925E-05 +5.988104E-03 +2.135837E-05 +1.339921E-02 +8.802179E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.684069E-03 +2.836088E-06 +5.246104E-03 +2.020608E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.034601E-02 +1.070398E-04 +0.000000E+00 +0.000000E+00 +1.422986E-02 +2.024889E-04 +1.285176E-02 +5.972134E-05 +4.271149E-03 +1.533098E-05 +2.270660E-02 +1.732783E-04 +1.391281E-02 +1.021764E-04 +0.000000E+00 +0.000000E+00 +1.171541E-02 +4.707800E-05 +2.286933E-02 +1.999261E-04 +7.359678E-03 +5.416486E-05 +1.280890E-02 +1.071144E-04 +7.431618E-03 +5.180828E-05 +6.895601E-03 +1.623456E-05 +4.166052E-03 +9.172795E-06 +6.438441E-03 +3.317495E-05 +3.790919E-03 +7.344895E-06 +1.082337E-02 +1.014570E-04 +3.006445E-02 +5.697844E-04 +3.476763E-03 +6.110406E-06 +8.959640E-03 +8.027515E-05 +0.000000E+00 +0.000000E+00 +1.722034E-03 +1.500750E-06 +1.032761E-02 +6.183972E-05 +3.806759E-02 +4.809224E-04 +1.193517E-02 +9.071959E-05 +1.677172E-02 +1.101635E-04 +1.234525E-02 +7.905763E-05 +1.841259E-02 +1.728819E-04 +6.680661E-03 +1.929241E-05 +1.183881E-02 +5.413067E-05 +1.424122E-02 +1.040887E-04 +7.958634E-03 +2.079126E-05 +2.067611E-02 +2.068842E-04 +3.089567E-02 +4.458443E-04 +3.811890E-02 +5.356082E-04 +3.791583E-02 +4.665331E-04 +4.094298E-02 +5.273875E-04 +1.483946E-02 +6.730775E-05 +3.875338E-02 +6.057421E-04 +3.829266E-02 +6.944685E-04 +3.249366E-02 +2.899538E-04 +7.202399E-03 +1.517417E-05 +2.662030E-02 +1.862913E-04 +3.009831E-02 +6.769502E-04 +1.301977E-02 +1.695145E-04 +3.374225E-02 +2.941257E-04 +3.539022E-02 +4.393352E-04 +2.254594E-02 +1.351333E-04 +1.528436E-02 +1.202259E-04 +2.113997E-03 +4.468985E-06 +3.890342E-02 +6.953876E-04 +2.852508E-02 +3.438993E-04 +4.343142E-02 +5.026554E-04 +1.210586E-02 +5.026962E-05 +2.284410E-02 +2.517277E-04 +3.693694E-02 +3.516374E-04 +2.869842E-02 +2.596027E-04 +1.802825E-02 +2.092020E-04 +2.922133E-02 +2.951488E-04 +5.085306E-02 +6.471757E-04 +4.690050E-02 +5.192701E-04 +3.429020E-02 +3.285689E-04 +3.221975E-02 +2.849195E-04 +2.018967E-02 +9.734473E-05 +1.387577E-02 +5.294441E-05 +2.683862E-02 +2.206362E-04 +2.284843E-02 +2.733428E-04 +1.869694E-02 +1.232632E-04 +7.396031E-03 +2.614637E-05 +2.297227E-02 +9.715584E-05 +2.916040E-02 +2.527879E-04 +2.936438E-02 +2.935141E-04 +1.422058E-03 +2.022250E-06 +3.315755E-02 +4.356482E-04 +3.549690E-02 +3.765606E-04 +9.977546E-03 +3.761517E-05 +2.637769E-02 +2.205229E-04 +1.087014E-02 +1.181598E-04 +5.268416E-03 +2.775621E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.755656E-02 +1.283214E-04 +0.000000E+00 +0.000000E+00 +3.108860E-03 +7.354530E-06 +3.196451E-03 +7.747314E-06 +1.212080E-02 +1.469138E-04 +2.084389E-02 +2.695060E-04 +2.734833E-03 +7.479314E-06 +0.000000E+00 +0.000000E+00 +1.338727E-02 +9.177619E-05 +7.616535E-03 +5.801161E-05 +1.085516E-02 +1.173318E-04 +6.051821E-03 +3.662454E-05 +3.173312E-04 +1.006991E-07 +5.337676E-03 +2.849079E-05 +7.470574E-03 +4.634632E-05 +6.769507E-03 +4.582622E-05 +2.081641E-03 +4.333229E-06 +5.648286E-03 +3.190314E-05 +1.594142E-02 +1.619098E-04 +1.040987E-03 +1.083653E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.434008E-03 +2.952844E-05 +1.100408E-02 +8.838481E-05 +1.578298E-03 +2.491025E-06 +7.368787E-03 +5.429902E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.537572E-03 +6.439271E-06 +0.000000E+00 +0.000000E+00 +4.748090E-03 +2.137375E-05 +3.188997E-03 +1.016970E-05 +3.074899E-03 +7.254284E-06 +4.130113E-03 +1.705784E-05 +4.179425E-03 +1.746759E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.752558E-04 +2.258680E-07 +2.563900E-03 +6.573584E-06 +5.495012E-03 +3.019516E-05 +2.713289E-03 +7.361937E-06 +6.433380E-03 +4.138838E-05 +6.344406E-03 +3.347308E-05 +8.476293E-03 +3.740949E-05 +3.075874E-03 +8.113693E-06 +1.282565E-02 +1.140520E-04 +3.108622E-03 +3.470224E-06 +1.519549E-02 +9.067973E-05 +1.450418E-02 +2.103711E-04 +2.070910E-02 +2.355087E-04 +2.251159E-02 +1.421808E-04 +1.432239E-02 +5.832482E-05 +4.261961E-03 +1.547328E-05 +9.440580E-03 +5.538514E-05 +2.745507E-02 +2.641206E-04 +1.118996E-03 +1.087107E-06 +6.238164E-03 +3.891469E-05 +0.000000E+00 +0.000000E+00 +2.389434E-02 +2.021420E-04 +1.798901E-02 +1.714984E-04 +1.320896E-02 +8.945883E-05 +1.900333E-02 +1.400603E-04 +2.806145E-02 +3.720403E-04 +1.982558E-02 +1.164467E-04 +4.101910E-03 +1.682567E-05 +1.282026E-02 +9.761235E-05 +1.539620E-02 +1.189795E-04 +1.118523E-02 +5.450267E-05 +1.250518E-02 +8.972262E-05 +3.491667E-02 +5.355917E-04 +3.465918E-02 +3.981817E-04 +3.576853E-02 +4.735029E-04 +3.267114E-03 +7.133213E-06 +7.608707E-03 +2.223890E-05 +2.808730E-02 +3.959226E-04 +1.148417E-02 +4.226104E-05 +2.390112E-02 +1.942243E-04 +4.033422E-02 +6.341774E-04 +2.362454E-02 +2.556699E-04 +2.031185E-02 +2.030871E-04 +1.855703E-02 +1.412246E-04 +3.092383E-02 +3.971568E-04 +1.994878E-02 +2.138277E-04 +5.279161E-02 +1.566752E-03 +7.228542E-03 +3.368670E-05 +1.769205E-02 +1.441347E-04 +2.456154E-02 +2.765333E-04 +1.984011E-02 +1.217415E-04 +4.898849E-02 +8.187522E-04 +2.401392E-02 +1.703244E-04 +1.441022E-02 +8.137740E-05 +2.820175E-02 +2.639143E-04 +4.798362E-02 +7.489080E-04 +1.906029E-02 +1.191662E-04 +2.196178E-02 +1.245290E-04 +5.426417E-02 +1.033644E-03 +1.165974E-02 +5.760392E-05 +2.149668E-02 +1.138559E-04 +9.473178E-03 +3.969586E-05 +1.329160E-02 +5.785504E-05 +2.716024E-03 +3.946052E-06 +1.006066E-02 +4.404577E-05 +1.867097E-02 +1.361200E-04 +2.381109E-02 +2.212737E-04 +1.791473E-02 +2.090839E-04 +2.956406E-02 +3.794454E-04 +5.478922E-03 +1.567149E-05 +1.174678E-02 +6.207141E-05 +2.063120E-03 +2.315474E-06 +6.324994E-03 +1.538518E-05 +1.679567E-02 +2.025102E-04 +9.057748E-03 +3.585589E-05 +5.193669E-03 +1.857917E-05 +2.848001E-02 +3.023767E-04 +2.618530E-03 +6.856698E-06 +6.824793E-03 +4.644200E-05 +3.285603E-02 +3.646459E-04 +8.539824E-03 +3.538518E-05 +1.569340E-02 +1.893949E-04 +6.465138E-03 +2.530673E-05 +2.198414E-02 +1.296137E-04 +1.769654E-03 +2.083222E-06 +4.457423E-04 +1.986862E-07 +9.445452E-03 +6.355861E-05 +1.052359E-02 +5.563501E-05 +1.195408E-03 +1.429000E-06 +9.186627E-03 +5.526422E-05 +0.000000E+00 +0.000000E+00 +4.705829E-03 +1.109644E-05 +2.872032E-02 +2.823080E-04 +8.811105E-03 +7.763556E-05 +7.079454E-03 +5.011866E-05 +6.604554E-03 +4.086871E-05 +4.200575E-03 +1.006449E-05 +1.353520E-02 +5.225521E-05 +1.558162E-02 +1.790332E-04 +2.097561E-04 +4.399763E-08 +1.493282E-03 +1.491871E-06 +2.105099E-03 +4.431444E-06 +2.493100E-02 +5.309915E-04 +1.011980E-03 +1.024104E-06 +0.000000E+00 +0.000000E+00 +6.055601E-03 +2.087864E-05 +8.100488E-03 +6.561791E-05 +1.548203E-02 +8.228257E-05 +1.177570E-02 +4.688842E-05 +6.644236E-03 +4.414588E-05 +5.162132E-03 +2.664760E-05 +1.329023E-02 +8.202461E-05 +1.769408E-02 +1.355901E-04 +1.739924E-02 +2.854021E-04 +2.069924E-02 +1.588481E-04 +1.902416E-03 +3.619188E-06 +3.616765E-03 +1.308099E-05 +6.693490E-03 +4.480282E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.548760E-03 +3.078874E-05 +3.342592E-03 +1.117292E-05 +3.907309E-03 +1.526707E-05 +4.606938E-03 +2.122388E-05 +0.000000E+00 +0.000000E+00 +4.168948E-03 +1.738013E-05 +4.418487E-03 +1.952302E-05 +9.013466E-03 +3.586526E-05 +3.246830E-03 +1.054190E-05 +1.043438E-02 +5.815627E-05 +2.605837E-03 +6.790389E-06 +8.220630E-04 +6.757875E-07 +3.271968E-03 +8.194851E-06 +8.309181E-03 +6.904250E-05 +1.190109E-02 +9.229894E-05 +1.388960E-04 +1.929209E-08 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.529667E-03 +1.245855E-05 +1.430439E-02 +1.095307E-04 +0.000000E+00 +0.000000E+00 +1.029599E-02 +5.456331E-05 +8.191629E-03 +6.710279E-05 +4.491413E-03 +2.017279E-05 +2.532122E-02 +2.997884E-04 +7.037657E-03 +4.952862E-05 +1.039102E-02 +3.721322E-05 +1.264150E-02 +6.886811E-05 +7.198785E-03 +5.182251E-05 +3.708266E-03 +1.375124E-05 +1.978192E-02 +1.962456E-04 +4.669253E-02 +1.197557E-03 +1.420342E-02 +1.196640E-04 +1.022962E-02 +3.736789E-05 +1.299797E-02 +7.398436E-05 +2.283013E-03 +5.212149E-06 +6.728376E-03 +2.925589E-05 +8.879539E-03 +4.469814E-05 +1.393651E-02 +6.577193E-05 +1.689246E-02 +1.436756E-04 +0.000000E+00 +0.000000E+00 +5.193185E-04 +2.696917E-07 +1.707525E-02 +2.460680E-04 +1.314297E-02 +6.385920E-05 +1.897787E-02 +1.084763E-04 +1.932364E-02 +1.413153E-04 +1.593258E-02 +8.664711E-05 +1.794563E-02 +8.628084E-05 +1.505299E-02 +1.136998E-04 +1.620105E-02 +1.312370E-04 +1.016084E-02 +9.039338E-05 +6.430620E-03 +1.552544E-05 +1.006573E-02 +5.271640E-05 +1.893239E-02 +1.178198E-04 +5.080194E-03 +2.372917E-05 +7.547169E-04 +5.695975E-07 +4.836167E-03 +1.172892E-05 +3.444376E-03 +7.442958E-06 +1.254715E-02 +1.574309E-04 +1.457142E-03 +2.123262E-06 +7.930281E-03 +6.288936E-05 +1.690960E-02 +1.072587E-04 +6.455644E-03 +4.167534E-05 +0.000000E+00 +0.000000E+00 +1.013333E-02 +5.354558E-05 +7.910038E-03 +5.961116E-05 +6.292497E-03 +3.959552E-05 +3.437213E-03 +5.122321E-06 +1.470900E-02 +1.140673E-04 +7.683703E-03 +3.229030E-05 +8.560965E-03 +6.431020E-05 +3.502346E-02 +3.381044E-04 +1.022033E-02 +1.044551E-04 +0.000000E+00 +0.000000E+00 +9.489841E-03 +4.554016E-05 +1.251741E-02 +1.016500E-04 +1.719317E-03 +2.956050E-06 +8.857342E-03 +3.944914E-05 +4.993895E-03 +2.493899E-05 +3.752468E-03 +1.408102E-05 +6.039264E-03 +3.629667E-05 +1.210367E-03 +1.464988E-06 +9.753316E-03 +7.405682E-05 +4.015581E-03 +1.612489E-05 +5.272121E-03 +2.779526E-05 +1.424426E-02 +1.119033E-04 +6.658493E-03 +2.830307E-05 +5.640911E-03 +3.181988E-05 +1.688574E-02 +1.559166E-04 +0.000000E+00 +0.000000E+00 +3.106875E-03 +9.652673E-06 +2.114808E-03 +4.472414E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.518271E-02 +1.368907E-04 +4.841735E-03 +2.344240E-05 +1.814521E-02 +1.684950E-04 +7.264160E-03 +5.276802E-05 +1.540097E-02 +1.365046E-04 +4.015317E-03 +1.612277E-05 +1.082695E-02 +1.172228E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.641798E-03 +5.839708E-05 +8.765034E-03 +4.061105E-05 +5.452870E-03 +1.560125E-05 +1.198089E-02 +5.005226E-05 +1.378821E-02 +6.562860E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.486816E-03 +3.010514E-05 +0.000000E+00 +0.000000E+00 +2.621285E-03 +6.871137E-06 +4.044206E-03 +1.635560E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.116273E-02 +4.172189E-05 +6.343253E-03 +2.945901E-05 +5.946331E-03 +3.535886E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.432581E-03 +1.477766E-05 +1.414924E-02 +8.098877E-05 +9.548835E-03 +9.118025E-05 +2.021610E-03 +4.086906E-06 +7.190482E-03 +2.605824E-05 +2.754884E-03 +6.903909E-06 +3.177497E-02 +7.973310E-04 +1.199096E-02 +7.263099E-05 +2.653856E-04 +7.042953E-08 +4.785410E-03 +2.290015E-05 +6.577896E-03 +4.326871E-05 +2.697708E-03 +7.277628E-06 +9.339923E-03 +4.477137E-05 +1.311129E-02 +8.302498E-05 +5.005775E-03 +1.855819E-05 +1.481621E-02 +1.163286E-04 +1.245584E-02 +8.365310E-05 +1.951583E-02 +1.115686E-04 +4.629494E-03 +2.143222E-05 +2.227794E-02 +1.412062E-04 +9.662373E-05 +9.336144E-09 +7.563467E-03 +5.720603E-05 +1.940420E-02 +1.883355E-04 +2.766264E-02 +3.709109E-04 +4.635649E-03 +1.074630E-05 +1.232021E-02 +1.517875E-04 +1.081299E-02 +5.869458E-05 +2.489296E-02 +2.236586E-04 +1.136951E-02 +8.937070E-05 +1.537311E-02 +1.758807E-04 +0.000000E+00 +0.000000E+00 +1.403727E-02 +7.375638E-05 +6.155723E-03 +2.023820E-05 +1.481964E-02 +1.221023E-04 +4.120527E-03 +1.697874E-05 +0.000000E+00 +0.000000E+00 +6.363670E-03 +4.049629E-05 +3.477723E-04 +1.209455E-07 +1.378448E-03 +1.900119E-06 +5.184289E-04 +2.687685E-07 +1.147851E-03 +1.317561E-06 +1.140104E-02 +5.657634E-05 +9.109175E-03 +8.297708E-05 +1.307450E-02 +9.209869E-05 +1.284053E-02 +1.107067E-04 +0.000000E+00 +0.000000E+00 +1.209777E-02 +7.343259E-05 +4.660666E-03 +2.172181E-05 +1.550788E-02 +1.495025E-04 +3.921835E-03 +1.538079E-05 +1.107833E-03 +1.227294E-06 +5.787765E-03 +3.045640E-05 +7.974907E-03 +2.648746E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.309479E-03 +1.857161E-05 +5.420064E-03 +2.937709E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.876106E-04 +4.728083E-07 +4.778251E-03 +2.283168E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +9.973761E-03 +7.629544E-05 +1.632153E-02 +2.663923E-04 +2.545531E-03 +6.479730E-06 +0.000000E+00 +0.000000E+00 +1.938840E-02 +3.759099E-04 +0.000000E+00 +0.000000E+00 +1.120953E-02 +6.638870E-05 +7.942388E-03 +3.182186E-05 +2.102101E-03 +3.461867E-06 +5.420669E-03 +2.938365E-05 +8.693893E-03 +7.558377E-05 +0.000000E+00 +0.000000E+00 +2.263252E-02 +2.921543E-04 +6.144656E-03 +3.775679E-05 +1.953749E-02 +2.132817E-04 +1.494197E-03 +2.232625E-06 +9.933794E-04 +9.868027E-07 +3.869335E-03 +1.497176E-05 +8.045903E-03 +4.154049E-05 +0.000000E+00 +0.000000E+00 +4.428763E-03 +1.961394E-05 +6.774107E-03 +4.588853E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.615516E-03 +1.307196E-05 +4.486461E-03 +2.012833E-05 +3.489570E-03 +1.217710E-05 +0.000000E+00 +0.000000E+00 +3.857421E-03 +1.487970E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.037894E-03 +6.460774E-05 +1.911275E-03 +3.652973E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.140296E-03 +9.861460E-06 +0.000000E+00 +0.000000E+00 +3.009450E-03 +9.056791E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.334957E-04 +4.013167E-07 +1.000956E-02 +1.001912E-04 +0.000000E+00 +0.000000E+00 +4.826228E-03 +2.329248E-05 +3.027492E-03 +6.173377E-06 +3.154271E-03 +9.949428E-06 +2.757871E-03 +7.605851E-06 +3.819529E-03 +1.458880E-05 +0.000000E+00 +0.000000E+00 +3.595953E-04 +1.293087E-07 +1.389023E-02 +1.079759E-04 +5.462367E-03 +1.927707E-05 +0.000000E+00 +0.000000E+00 +8.801519E-03 +7.746673E-05 +1.150721E-02 +8.413733E-05 +0.000000E+00 +0.000000E+00 +4.293840E-03 +1.843706E-05 +0.000000E+00 +0.000000E+00 +7.058682E-03 +2.813194E-05 +4.658970E-04 +2.170600E-07 +1.479963E-02 +7.892111E-05 +1.583001E-03 +1.293654E-06 +5.728151E-04 +3.281171E-07 +3.857661E-03 +7.447824E-06 +1.568006E-02 +9.554842E-05 +2.792966E-02 +1.971908E-04 +2.662252E-02 +2.208322E-04 +2.032311E-02 +1.462799E-04 +5.885307E-03 +2.710344E-05 +5.764157E-03 +2.573184E-05 +4.776216E-03 +1.598644E-05 +2.994603E-02 +3.046919E-04 +2.762936E-02 +2.091569E-04 +1.029611E-02 +4.274085E-05 +1.710187E-02 +1.711098E-04 +1.657865E-02 +1.242280E-04 +1.563013E-02 +8.294946E-05 +1.850282E-02 +9.893515E-05 +1.114620E-02 +4.607172E-05 +2.686515E-02 +3.412118E-04 +1.020666E-02 +7.457656E-05 +2.079080E-03 +4.322574E-06 +7.999375E-03 +3.703840E-05 +6.012678E-03 +3.615230E-05 +9.072197E-03 +3.415469E-05 +4.339216E-03 +1.046862E-05 +4.132665E-03 +1.707892E-05 +6.449912E-03 +2.167591E-05 +6.842588E-03 +4.682101E-05 +9.305516E-03 +8.659262E-05 +2.354946E-02 +2.810735E-04 +7.062746E-03 +4.129671E-05 +1.114919E-02 +7.417780E-05 +5.890227E-03 +3.190850E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.097413E-02 +6.076756E-05 +5.845059E-03 +1.708287E-05 +6.128022E-03 +3.755265E-05 +1.425793E-03 +2.032887E-06 +1.319804E-03 +1.741883E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.936304E-03 +7.985754E-05 +5.841289E-03 +3.412066E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.445183E-03 +5.978922E-06 +8.035890E-03 +6.457553E-05 +6.779497E-03 +3.643138E-05 +2.038835E-02 +2.687165E-04 +6.474154E-03 +4.191467E-05 +4.395776E-03 +1.200881E-05 +0.000000E+00 +0.000000E+00 +2.695793E-03 +7.267301E-06 +8.634740E-03 +4.809220E-05 +2.097344E-03 +2.446084E-06 +7.612908E-03 +2.719547E-05 +1.843239E-02 +1.825837E-04 +4.737548E-03 +2.244437E-05 +9.726393E-04 +9.460272E-07 +0.000000E+00 +0.000000E+00 +6.846315E-03 +4.687203E-05 +3.375874E-03 +1.139652E-05 +6.531433E-03 +4.265962E-05 +1.976719E-02 +3.907417E-04 +4.971982E-03 +1.613392E-05 +8.898048E-04 +7.917525E-07 +1.113042E-02 +7.751972E-05 +6.182517E-03 +3.822352E-05 +4.595998E-03 +2.112320E-05 +1.609140E-02 +1.058041E-04 +2.238853E-02 +4.614215E-04 +2.437716E-02 +5.942457E-04 +6.603329E-03 +2.756999E-05 +1.510695E-02 +9.430904E-05 +1.056376E-02 +5.704321E-05 +8.693279E-03 +6.236394E-05 +2.068119E-02 +2.259588E-04 +1.234027E-02 +9.084637E-05 +1.012021E-02 +5.181322E-05 +2.474312E-03 +3.100613E-06 +6.732757E-03 +2.823556E-05 +0.000000E+00 +0.000000E+00 +6.982667E-04 +4.875764E-07 +1.127392E-02 +7.371719E-05 +7.230826E-03 +3.896384E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.240993E-03 +1.540063E-06 +0.000000E+00 +0.000000E+00 +8.478004E-05 +7.187654E-09 +2.084166E-02 +3.103582E-04 +1.199482E-02 +1.438758E-04 +7.456777E-03 +3.018424E-05 +2.378702E-03 +5.658224E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +9.289711E-04 +8.629873E-07 +4.726418E-03 +2.233903E-05 +1.112605E-03 +6.786508E-07 +1.449762E-02 +1.189295E-04 +9.871460E-03 +5.190538E-05 +2.244136E-02 +3.001341E-04 +7.642817E-03 +5.841265E-05 +1.778049E-03 +3.161458E-06 +9.550447E-04 +9.121103E-07 +2.306194E-02 +2.273999E-04 +1.290278E-02 +6.970423E-05 +1.371384E-02 +6.666449E-05 +6.254059E-03 +2.158678E-05 +1.311320E-02 +1.039137E-04 +3.711834E-03 +8.787219E-06 +2.531552E-03 +3.284841E-06 +1.397050E-02 +6.667748E-05 +1.821537E-02 +1.870578E-04 +3.921388E-02 +7.795019E-04 +1.989926E-02 +1.143585E-04 +1.941289E-02 +8.339218E-05 +8.337858E-03 +4.540137E-05 +3.270088E-02 +3.955209E-04 +2.538592E-02 +1.529127E-04 +6.630494E-03 +3.882535E-05 +7.183328E-03 +2.580208E-05 +5.163929E-02 +7.509767E-04 +5.710577E-02 +5.474744E-04 +1.751367E-03 +2.291639E-06 +1.908767E-02 +1.786615E-04 +2.497660E-02 +2.010316E-04 +4.140182E-02 +3.937555E-04 +1.081537E-02 +8.556766E-05 +1.790104E-02 +3.108306E-04 +2.817742E-02 +2.135116E-04 +1.022605E-02 +5.694013E-05 +1.805627E-02 +2.168141E-04 +2.907107E-02 +1.477173E-04 +2.426142E-02 +2.914354E-04 +6.324029E-03 +3.999334E-05 +1.456353E-02 +1.094084E-04 +3.373656E-02 +6.917999E-04 +3.107031E-02 +2.703830E-04 +3.244061E-02 +2.197285E-04 +1.632297E-03 +1.551950E-06 +1.485935E-02 +8.115600E-05 +1.439069E-02 +1.039763E-04 +8.171534E-03 +3.666851E-05 +1.407916E-02 +5.067944E-05 +5.368529E-03 +1.513455E-05 +9.920648E-03 +5.337870E-05 +0.000000E+00 +0.000000E+00 +3.822790E-03 +1.461373E-05 +7.371434E-03 +3.027076E-05 +8.744859E-03 +7.647256E-05 +1.179817E-02 +1.391968E-04 +1.221311E-02 +1.491601E-04 +8.353361E-03 +3.652318E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +9.747553E-03 +5.070905E-05 +5.000849E-03 +2.500849E-05 +0.000000E+00 +0.000000E+00 +1.301886E-02 +9.473713E-05 +8.653316E-03 +2.507959E-05 +8.321427E-03 +2.604398E-05 +1.590060E-02 +1.019426E-04 +5.974386E-03 +1.331725E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.553382E-03 +9.975397E-07 +1.019796E-02 +3.530327E-05 +2.300327E-03 +4.604269E-06 +7.556025E-03 +2.213942E-05 +1.280513E-02 +1.639714E-04 +3.104006E-03 +5.039840E-06 +1.155929E-02 +5.375344E-05 +1.394917E-02 +1.580711E-04 +1.206797E-02 +5.821907E-05 +2.523992E-02 +2.390551E-04 +1.822214E-02 +2.135681E-04 +2.203057E-02 +3.395344E-04 +1.486951E-02 +1.152328E-04 +2.234807E-03 +4.994362E-06 +2.333505E-02 +1.758634E-04 +2.286617E-02 +2.154969E-04 +1.489156E-03 +1.133163E-06 +1.433244E-02 +2.054187E-04 +2.312145E-02 +3.215851E-04 +1.843883E-03 +3.399903E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +9.630826E-03 +3.112063E-05 +1.223059E-02 +9.345114E-05 +4.737280E-03 +1.189138E-05 +1.406754E-02 +7.237347E-05 +2.088015E-02 +2.385493E-04 +8.206302E-03 +2.914403E-05 +1.158220E-02 +7.580868E-05 +1.706170E-02 +1.112507E-04 +1.413395E-02 +8.578588E-05 +2.063122E-02 +2.130935E-04 +3.720704E-02 +6.102375E-04 +1.706685E-02 +6.640055E-05 +2.113142E-02 +2.703412E-04 +9.804721E-03 +5.333087E-05 +1.962922E-02 +3.853065E-04 +4.453597E-03 +1.983453E-05 +1.506546E-02 +9.041165E-05 +2.547265E-02 +3.398172E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.448772E-02 +1.639718E-04 +4.267894E-03 +1.821492E-05 +1.946783E-03 +1.942646E-06 +2.116062E-03 +4.477718E-06 +9.252967E-03 +8.561739E-05 +1.862448E-02 +2.475164E-04 +1.138964E-02 +6.165359E-05 +1.638414E-02 +1.413826E-04 +9.570436E-03 +8.923231E-05 +1.471004E-02 +8.941844E-05 +1.093500E-02 +8.259554E-05 +8.300582E-03 +6.889966E-05 +1.325569E-03 +1.757132E-06 +1.727388E-02 +1.767350E-04 +2.674794E-03 +7.154522E-06 +0.000000E+00 +0.000000E+00 +1.021663E-02 +9.269072E-05 +0.000000E+00 +0.000000E+00 +3.728637E-03 +6.954133E-06 +2.875637E-03 +8.269287E-06 +4.254708E-03 +1.810254E-05 +4.205911E-03 +1.768968E-05 +2.631013E-03 +4.557411E-06 +1.710995E-02 +1.760739E-04 +9.138533E-03 +4.256445E-05 +4.988868E-03 +2.488881E-05 +4.928346E-02 +8.477125E-04 +0.000000E+00 +0.000000E+00 +1.353122E-02 +9.750467E-05 +3.080746E-02 +2.122124E-04 +5.445124E-02 +8.963305E-04 +1.146062E-02 +5.254400E-05 +3.814786E-02 +4.889574E-04 +2.211813E-02 +2.512473E-04 +9.015756E-03 +6.627677E-05 +2.600420E-02 +2.120364E-04 +1.057265E-02 +3.659372E-05 +1.249685E-02 +7.571541E-05 +1.918902E-02 +2.082905E-04 +1.357332E-02 +1.103058E-04 +2.155538E-02 +2.213708E-04 +8.644603E-03 +4.464727E-05 +2.959124E-02 +4.349934E-04 +1.418959E-02 +7.081034E-05 +2.894036E-02 +3.345990E-04 +7.839097E-03 +2.987860E-05 +1.180941E-02 +8.839330E-05 +1.882805E-02 +1.933750E-04 +2.639618E-02 +2.265734E-04 +3.182192E-04 +1.012635E-07 +2.679016E-02 +3.515865E-04 +3.502978E-02 +4.490450E-04 +1.345783E-02 +1.439513E-04 +1.458749E-02 +2.030883E-04 +3.458126E-02 +3.638534E-04 +1.516578E-02 +5.882214E-05 +1.563376E-02 +1.139898E-04 +2.113377E-02 +1.644213E-04 +2.615142E-03 +6.316658E-06 +2.400969E-02 +1.867875E-04 +1.672208E-02 +1.050216E-04 +1.402555E-02 +7.801259E-05 +7.564900E-03 +2.382922E-05 +3.232735E-02 +4.232426E-04 +2.611176E-02 +2.967728E-04 +8.665930E-03 +5.871776E-05 +2.070591E-02 +1.108110E-04 +1.725014E-02 +1.305582E-04 +1.203465E-02 +6.225122E-05 +8.402967E-03 +3.209647E-05 +1.237429E-02 +8.009460E-05 +3.288001E-02 +3.914071E-04 +2.548833E-02 +3.306810E-04 +3.091090E-02 +2.511000E-04 +9.285763E-03 +3.216887E-05 +7.522127E-03 +2.789181E-05 +5.534369E-02 +9.630652E-04 +2.366509E-02 +4.520736E-04 +6.981879E-03 +3.057362E-05 +5.456817E-04 +2.977685E-07 +2.610037E-02 +4.056649E-04 +1.440181E-02 +8.740239E-05 +2.027630E-02 +1.278165E-04 +3.065614E-03 +9.397992E-06 +3.949694E-02 +7.193581E-04 +4.016720E-03 +1.613404E-05 +8.847802E-03 +7.828360E-05 +6.073437E-03 +1.654247E-05 +1.107839E-02 +9.972706E-05 +1.844915E-02 +8.821829E-05 +1.904254E-02 +1.524951E-04 +2.375316E-02 +1.699244E-04 +1.852786E-02 +9.963297E-05 +1.212482E-02 +5.531633E-05 +8.768674E-03 +3.396021E-05 +2.740208E-03 +7.508743E-06 +1.344696E-02 +1.808209E-04 +1.353998E-02 +1.333089E-04 +0.000000E+00 +0.000000E+00 +7.640441E-03 +4.314246E-05 +2.946787E-02 +2.799209E-04 +3.932848E-03 +1.002768E-05 +8.412347E-03 +4.802860E-05 +2.481638E-02 +5.540721E-04 +1.548459E-02 +2.397725E-04 +1.338723E-02 +1.117610E-04 +1.928377E-02 +3.718636E-04 +6.005045E-04 +3.606056E-07 +3.605489E-03 +1.299955E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.069841E-03 +4.998265E-05 +3.485673E-03 +4.568428E-06 +1.644875E-02 +2.705614E-04 +1.204209E-03 +1.450119E-06 +1.104730E-02 +6.809471E-05 +1.032317E-02 +8.609175E-05 +1.578885E-03 +2.492877E-06 +3.951643E-03 +6.258750E-06 +1.987147E-02 +2.024346E-04 +1.578374E-02 +1.282611E-04 +9.672885E-03 +4.678909E-05 +8.002098E-03 +3.463002E-05 +1.158838E-02 +8.745174E-05 +1.919224E-03 +3.683422E-06 +1.394256E-02 +7.842247E-05 +1.424811E-02 +6.831685E-05 +8.214347E-03 +6.747549E-05 +1.135601E-02 +6.550843E-05 +1.264414E-02 +8.251047E-05 +3.295320E-02 +3.952523E-04 +1.532437E-02 +7.034283E-05 +6.384856E-03 +1.731796E-05 +1.370390E-02 +1.877968E-04 +9.397779E-03 +5.933537E-05 +8.311792E-03 +3.080144E-05 +3.863957E-03 +5.136747E-06 +1.809311E-02 +1.301114E-04 +1.784890E-02 +1.606833E-04 +5.958679E-03 +2.127834E-05 +1.729208E-02 +1.184893E-04 +4.876940E-03 +1.614507E-05 +2.584456E-02 +1.699242E-04 +1.245919E-02 +8.896244E-05 +4.790626E-02 +5.910056E-04 +5.509907E-04 +3.035908E-07 +1.293028E-02 +6.892369E-05 +4.663239E-02 +7.701629E-04 +1.093955E-02 +6.260180E-05 +3.449707E-02 +5.108730E-04 +2.143837E-02 +1.940758E-04 +1.659683E-02 +7.492086E-05 +1.416185E-02 +6.805835E-05 +1.154809E-02 +4.428427E-05 +3.969564E-02 +4.320312E-04 +9.134147E-03 +4.244767E-05 +3.542999E-02 +3.974509E-04 +1.642741E-02 +1.192603E-04 +2.254667E-02 +1.428317E-04 +5.243219E-02 +1.547124E-03 +4.102791E-02 +3.507613E-04 +3.735020E-02 +4.982140E-04 +3.646326E-02 +3.554832E-04 +5.959452E-03 +3.299940E-05 +2.715815E-02 +1.865147E-04 +1.998170E-02 +9.236423E-05 +3.135384E-02 +2.620883E-04 +9.568788E-03 +3.580837E-05 +1.371474E-02 +7.723364E-05 +3.158658E-02 +2.782544E-04 +1.612481E-02 +1.207300E-04 +2.563505E-02 +1.909010E-04 +3.305961E-02 +5.379720E-04 +1.727021E-03 +1.189743E-06 +1.072257E-02 +1.149734E-04 +1.204361E-02 +4.082523E-05 +3.005306E-02 +3.422373E-04 +2.825528E-02 +3.435130E-04 +2.257530E-02 +1.713822E-04 +2.265644E-02 +1.818691E-04 +1.624290E-02 +1.271333E-04 +3.057048E-02 +5.095295E-04 +1.171907E-02 +8.141196E-05 +8.784827E-03 +3.269187E-05 +1.927635E-02 +1.316614E-04 +7.366407E-03 +2.751578E-05 +2.496223E-02 +2.692728E-04 +4.343203E-02 +4.897576E-04 +3.935530E-02 +3.066806E-04 +2.223206E-02 +1.425483E-04 +2.298409E-02 +2.019475E-04 +1.949040E-02 +1.174255E-04 +1.870267E-02 +1.209390E-04 +5.237166E-03 +2.542270E-05 +1.939893E-02 +1.496387E-04 +1.413289E-02 +1.183697E-04 +4.290044E-03 +1.840448E-05 +1.061953E-02 +9.281785E-05 +1.167934E-02 +6.091774E-05 +2.584298E-02 +2.053744E-04 +5.738812E-03 +1.646773E-05 +3.461620E-02 +3.997872E-04 +2.230596E-02 +1.326391E-04 +1.667849E-02 +1.456108E-04 +6.784904E-03 +3.613021E-05 +3.214141E-02 +5.882552E-04 +2.571141E-02 +3.150865E-04 +2.453702E-02 +2.340115E-04 +9.272077E-03 +2.865600E-05 +9.531989E-03 +7.206418E-05 +1.280875E-02 +1.640640E-04 +1.056527E-02 +7.891350E-05 +2.593871E-02 +1.900157E-04 +1.930561E-02 +1.402605E-04 +1.328369E-02 +7.418271E-05 +7.355143E-03 +3.245966E-05 +3.919275E-02 +6.482586E-04 +4.297402E-02 +7.474619E-04 +1.184188E-02 +6.620728E-05 +1.456489E-02 +1.690883E-04 +1.364385E-02 +1.861547E-04 +1.587937E-02 +1.044167E-04 +7.222934E-03 +2.167834E-05 +1.899835E-02 +1.459184E-04 +2.646085E-02 +2.546994E-04 +1.663747E-02 +1.349019E-04 +9.352462E-03 +4.817031E-05 +6.295350E-03 +3.963143E-05 +6.973028E-03 +4.116068E-05 +1.650869E-02 +1.401026E-04 +2.413356E-03 +3.438487E-06 +4.115835E-03 +1.694009E-05 +4.917728E-03 +2.418405E-05 +6.698978E-03 +3.432231E-05 +1.468056E-03 +1.640899E-06 +3.068317E-04 +9.414567E-08 +6.517762E-03 +2.446933E-05 +1.629327E-03 +1.313596E-06 +1.731768E-02 +1.502587E-04 +9.537320E-03 +3.424506E-05 +3.654002E-02 +3.532104E-04 +5.992846E-03 +3.591421E-05 +3.773834E-02 +4.091472E-04 +2.900848E-02 +1.558469E-04 +3.611674E-02 +2.693811E-04 +3.102849E-02 +3.533054E-04 +3.926281E-02 +3.720407E-04 +1.296107E-02 +1.256189E-04 +3.176824E-02 +3.080668E-04 +3.727544E-02 +3.798430E-04 +5.246967E-02 +5.395822E-04 +9.306205E-03 +3.380095E-05 +1.421378E-02 +1.292144E-04 +1.403795E-02 +7.144551E-05 +3.040119E-02 +1.980476E-04 +2.399707E-02 +1.863395E-04 +2.568517E-02 +1.104662E-04 +2.918249E-02 +2.648644E-04 +4.243961E-02 +3.231065E-04 +3.350637E-02 +4.352104E-04 +2.477782E-02 +2.152439E-04 +4.035761E-02 +4.074218E-04 +1.683322E-02 +7.893639E-05 +2.537949E-02 +1.625292E-04 +3.509356E-02 +2.849274E-04 +2.050382E-02 +1.077746E-04 +1.210525E-02 +6.436896E-05 +2.919074E-02 +1.907745E-04 +3.940233E-02 +2.685749E-04 +5.418296E-02 +7.335957E-04 +3.033237E-02 +6.084952E-04 +3.507719E-02 +3.350481E-04 +4.100140E-02 +6.401336E-04 +1.787681E-02 +1.632967E-04 +2.294335E-02 +2.007012E-04 +6.740010E-02 +1.164757E-03 +4.171279E-02 +4.638236E-04 +2.800312E-02 +2.050435E-04 +4.934836E-02 +8.327990E-04 +6.639180E-02 +1.288072E-03 +3.927501E-02 +3.450707E-04 +4.057529E-02 +3.781713E-04 +5.384049E-02 +5.736252E-04 +4.177073E-02 +5.338961E-04 +7.803895E-02 +1.610509E-03 +5.594442E-02 +5.790559E-04 +3.864955E-02 +4.646527E-04 +1.486465E-02 +1.032903E-04 +1.660827E-02 +1.143026E-04 +2.674584E-02 +2.318566E-04 +3.856012E-02 +5.523357E-04 +2.839767E-02 +2.393960E-04 +2.240436E-02 +2.325571E-04 +3.408118E-02 +2.581225E-04 +4.359177E-02 +4.689119E-04 +2.530554E-02 +2.890156E-04 +6.704751E-02 +1.157380E-03 +3.704095E-02 +2.925889E-04 +4.899167E-02 +5.551299E-04 +1.704475E-02 +1.351573E-04 +4.329469E-02 +4.295918E-04 +3.194802E-02 +3.124746E-04 +3.255269E-02 +3.074766E-04 +4.743949E-02 +6.419795E-04 +4.776393E-02 +6.171046E-04 +2.688634E-02 +1.733165E-04 +3.313523E-02 +2.503732E-04 +5.555271E-02 +8.229422E-04 +5.417934E-02 +9.069604E-04 +4.151867E-02 +3.499091E-04 +4.831095E-02 +7.114102E-04 +2.822940E-02 +3.131940E-04 +2.658524E-02 +2.840657E-04 +2.821019E-02 +2.149531E-04 +1.738316E-02 +1.183706E-04 +5.804420E-02 +1.047557E-03 +3.255192E-02 +2.031743E-04 +6.094751E-03 +1.770795E-05 +2.451655E-02 +1.321251E-04 +1.727417E-02 +7.489226E-05 +1.167960E-02 +1.249234E-04 +3.155283E-02 +2.615709E-04 +2.286357E-02 +1.345438E-04 +1.324016E-02 +6.478431E-05 +3.005733E-02 +2.245890E-04 +3.661085E-02 +4.998762E-04 +4.464046E-02 +7.070792E-04 +2.658640E-02 +2.382058E-04 +2.475584E-02 +1.324888E-04 +1.501830E-02 +4.795176E-05 +3.582078E-02 +2.259991E-04 +3.058784E-02 +3.169818E-04 +9.323377E-03 +8.692535E-05 +7.235608E-02 +8.192759E-04 +1.976688E-02 +1.496473E-04 +8.805435E-03 +4.777361E-05 +1.030285E-02 +3.915045E-05 +1.828790E-02 +1.408757E-04 +2.126018E-02 +1.573392E-04 +2.105223E-02 +1.194711E-04 +2.058199E-02 +1.013635E-04 +8.997442E-03 +6.075012E-05 +1.411680E-02 +1.992842E-04 +5.271851E-03 +1.677829E-05 +3.453193E-02 +5.648875E-04 +2.486876E-02 +2.916987E-04 +3.185402E-02 +3.270843E-04 +1.043650E-02 +5.446424E-05 +9.205202E-03 +4.247164E-05 +1.501241E-02 +1.977083E-04 +8.957932E-03 +6.488207E-05 +2.587595E-02 +1.692837E-04 +7.381582E-03 +4.749698E-05 +7.894665E-03 +3.146429E-05 +8.312370E-03 +6.909550E-05 +2.088940E-02 +1.504447E-04 +1.065610E-02 +1.135524E-04 +3.752958E-03 +1.408470E-05 +1.366185E-02 +1.866461E-04 +3.531977E-02 +6.027288E-04 +2.053379E-02 +1.503429E-04 +3.906433E-02 +3.021328E-04 +6.524617E-02 +8.872879E-04 +3.453383E-02 +5.635931E-04 +4.717847E-02 +4.921666E-04 +1.432649E-02 +2.052484E-04 +2.269882E-02 +1.553763E-04 +2.193133E-02 +1.743954E-04 +2.242207E-02 +1.965195E-04 +1.837632E-02 +1.564560E-04 +3.377677E-02 +2.508813E-04 +3.045330E-02 +1.934010E-04 +4.911219E-02 +3.769258E-04 +1.407719E-02 +5.802042E-05 +1.240436E-02 +4.980838E-05 +5.051800E-02 +5.581027E-04 +2.887984E-02 +2.961607E-04 +3.963457E-02 +4.194826E-04 +8.373140E-03 +3.500863E-05 +6.140369E-02 +7.701205E-04 +2.868736E-02 +2.235894E-04 +1.511774E-02 +1.127056E-04 +2.787675E-02 +2.541622E-04 +4.351080E-02 +3.363993E-04 +1.836291E-02 +1.093244E-04 +3.373884E-02 +2.554733E-04 +3.882231E-02 +3.176837E-04 +5.858038E-02 +1.355991E-03 +3.784589E-02 +2.175204E-04 +4.028117E-02 +3.055415E-04 +7.362603E-02 +1.316903E-03 +2.786984E-02 +3.503484E-04 +3.868547E-02 +4.060335E-04 +4.100901E-02 +2.805354E-04 +3.849529E-02 +3.215406E-04 +2.750307E-02 +2.699902E-04 +1.262938E-02 +7.744460E-05 +4.938029E-02 +1.407394E-03 +4.045641E-02 +4.020475E-04 +3.056976E-03 +4.691685E-06 +3.405790E-02 +4.134289E-04 +2.416116E-02 +2.377914E-04 +4.424093E-02 +4.625474E-04 +2.575172E-02 +2.215078E-04 +2.870417E-02 +2.468562E-04 +7.018921E-02 +1.506544E-03 +4.107292E-02 +4.600415E-04 +2.203548E-02 +1.702463E-04 +1.949482E-02 +1.743044E-04 +1.919395E-02 +1.929461E-04 +5.045563E-02 +7.046667E-04 +4.817881E-02 +6.363755E-04 +3.565435E-02 +4.192208E-04 +4.171562E-03 +8.013036E-06 +1.814963E-02 +1.511714E-04 +4.546637E-02 +1.659978E-03 +3.303873E-02 +2.496992E-04 +3.311643E-02 +2.738028E-04 +4.347082E-02 +5.247749E-04 +7.538874E-03 +2.055981E-05 +2.867219E-02 +2.836607E-04 +2.596729E-02 +2.302061E-04 +6.080443E-02 +8.107419E-04 +2.294181E-02 +2.151326E-04 +4.223930E-02 +5.207088E-04 +1.202608E-02 +1.010589E-04 +4.592940E-02 +7.779321E-04 +2.548825E-02 +2.681168E-04 +8.142454E-03 +3.369490E-05 +3.895846E-02 +5.116410E-04 +2.053849E-02 +2.031820E-04 +8.717969E-03 +2.521380E-05 +2.432892E-02 +3.954031E-04 +2.949359E-02 +2.217655E-04 +4.295805E-02 +5.015770E-04 +1.762102E-02 +8.796888E-05 +4.707125E-02 +5.164925E-04 +1.615324E-02 +2.321982E-04 +3.359463E-02 +4.323468E-04 +8.242084E-03 +2.316892E-05 +4.128072E-02 +3.504669E-04 +2.932661E-02 +2.782357E-04 +3.903419E-02 +3.709843E-04 +1.290550E-02 +7.132145E-05 +1.054941E-02 +3.282680E-05 +2.279983E-02 +1.862447E-04 +1.900979E-02 +2.337133E-04 +1.554971E-02 +1.375621E-04 +2.222481E-02 +1.669066E-04 +1.478690E-02 +1.777921E-04 +0.000000E+00 +0.000000E+00 +1.224030E-02 +6.639610E-05 +1.543060E-02 +8.937408E-05 +2.794664E-02 +5.667333E-04 +1.874763E-02 +1.470311E-04 +1.067657E-02 +1.055210E-04 +7.572901E-03 +5.734882E-05 +1.164926E-02 +1.357052E-04 +2.758840E-02 +3.451865E-04 +5.794994E-03 +2.928811E-05 +0.000000E+00 +0.000000E+00 +2.467221E-02 +2.537739E-04 +2.373884E-02 +2.313821E-04 +1.013513E-02 +5.872716E-05 +1.173640E-02 +6.754137E-05 +0.000000E+00 +0.000000E+00 +8.229705E-03 +6.772805E-05 +2.752961E-03 +7.578795E-06 +1.937226E-02 +2.242047E-04 +1.317476E-02 +8.971664E-05 +0.000000E+00 +0.000000E+00 +1.976037E-02 +1.060103E-04 +1.427629E-02 +1.327870E-04 +6.322211E-03 +3.997036E-05 +0.000000E+00 +0.000000E+00 +1.750147E-02 +1.254188E-04 +9.832291E-03 +5.549627E-05 +0.000000E+00 +0.000000E+00 +7.580801E-03 +2.147042E-05 +1.548637E-02 +1.720510E-04 +2.284213E-02 +1.744748E-04 +1.977666E-02 +1.544760E-04 +4.941662E-02 +4.761390E-04 +2.118572E-02 +1.916803E-04 +3.675051E-02 +3.492221E-04 +1.874172E-02 +3.226831E-04 +1.624900E-02 +9.482697E-05 +8.578935E-03 +4.152387E-05 +0.000000E+00 +0.000000E+00 +2.123916E-02 +2.063927E-04 +2.284117E-02 +2.743014E-04 +1.047905E-02 +6.274310E-05 +8.542247E-03 +7.195273E-05 +3.036646E-02 +1.575727E-04 +2.664798E-02 +2.917260E-04 +3.238231E-02 +3.704027E-04 +5.066625E-02 +6.052295E-04 +1.509231E-02 +1.345348E-04 +3.210054E-02 +2.839177E-04 +1.895061E-02 +1.323628E-04 +8.112612E-03 +1.671399E-05 +4.758206E-02 +5.825293E-04 +2.660859E-02 +2.754396E-04 +8.293801E-03 +2.324770E-05 +1.513051E-02 +1.315543E-04 +1.307267E-02 +6.056432E-05 +2.991666E-02 +2.939083E-04 +1.724899E-02 +1.099846E-04 +2.235676E-02 +1.489010E-04 +1.106357E-02 +6.696379E-05 +1.241586E-02 +6.407045E-05 +3.141308E-02 +2.756961E-04 +2.791015E-02 +2.095751E-04 +4.357669E-02 +4.077983E-04 +4.027473E-02 +5.179176E-04 +2.752255E-02 +4.179719E-04 +3.001421E-02 +3.403426E-04 +3.885318E-02 +3.186997E-04 +6.114252E-02 +8.175593E-04 +1.114178E-02 +8.275437E-05 +9.316251E-03 +3.779936E-05 +7.482501E-03 +1.361017E-05 +3.034357E-02 +3.162127E-04 +3.604436E-02 +4.208555E-04 +2.516579E-02 +1.681297E-04 +3.855395E-02 +2.278952E-04 +3.818297E-02 +3.588285E-04 +3.269834E-02 +3.591227E-04 +3.839324E-02 +6.025861E-04 +4.339923E-02 +5.452179E-04 +4.338062E-02 +3.979885E-04 +4.140023E-02 +3.378212E-04 +1.494368E-02 +9.800770E-05 +1.839447E-02 +1.613736E-04 +3.183778E-02 +2.600443E-04 +4.277043E-02 +4.618444E-04 +1.345659E-02 +5.939434E-05 +3.662686E-02 +3.403187E-04 +3.501785E-02 +3.736101E-04 +3.434219E-02 +2.611871E-04 +2.641045E-02 +1.935597E-04 +2.929718E-02 +3.021317E-04 +2.683060E-02 +2.242757E-04 +4.141913E-02 +3.668607E-04 +2.450980E-02 +2.475110E-04 +3.777678E-02 +1.194165E-03 +1.303644E-02 +7.964420E-05 +1.965069E-02 +2.221340E-04 +0.000000E+00 +0.000000E+00 +2.269525E-02 +1.743095E-04 +3.881820E-02 +9.494989E-04 +2.098676E-02 +1.036038E-04 +1.935897E-02 +9.512571E-05 +1.988904E-02 +1.885068E-04 +2.191280E-02 +1.031745E-04 +1.845161E-02 +1.919407E-04 +3.566930E-03 +1.272299E-05 +2.217571E-02 +1.934234E-04 +5.317195E-02 +7.647075E-04 +1.124988E-02 +6.381541E-05 +1.652370E-02 +1.055641E-04 +4.522151E-02 +5.045280E-04 +1.459765E-02 +7.876541E-05 +1.137786E-02 +9.058790E-05 +7.183919E-03 +2.662103E-05 +3.248524E-02 +2.378284E-04 +2.398254E-02 +1.394942E-04 +2.089832E-02 +1.257930E-04 +4.278552E-02 +3.553743E-04 +1.475416E-02 +1.127873E-04 +2.264478E-02 +2.819799E-04 +3.664120E-02 +6.151617E-04 +1.198207E-02 +1.435699E-04 +1.998449E-02 +1.784888E-04 +4.587093E-03 +1.476112E-05 +1.127904E-02 +8.214399E-05 +1.868676E-02 +2.529072E-04 +1.569661E-02 +1.462534E-04 +4.627093E-03 +2.064530E-05 +1.524143E-02 +7.483588E-05 +6.790752E-03 +2.083380E-05 +0.000000E+00 +0.000000E+00 +8.891407E-03 +3.996332E-05 +1.799059E-02 +1.097041E-04 +9.601895E-03 +9.219639E-05 +1.914722E-02 +1.867506E-04 +5.566471E-03 +1.756100E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.708514E-03 +4.179379E-05 +1.627148E-02 +2.647612E-04 +0.000000E+00 +0.000000E+00 +9.132502E-03 +4.172247E-05 +0.000000E+00 +0.000000E+00 +6.524431E-03 +4.256819E-05 +0.000000E+00 +0.000000E+00 +7.106715E-03 +5.050539E-05 +4.532322E-03 +2.054194E-05 +5.653434E-03 +3.196132E-05 +3.113689E-02 +3.041451E-04 +8.455612E-03 +7.149737E-05 +3.019349E-02 +4.382542E-04 +4.657120E-02 +4.447788E-04 +3.475991E-02 +3.692792E-04 +2.965350E-02 +1.613976E-04 +1.212961E-02 +1.471273E-04 +2.465524E-02 +2.605639E-04 +3.020753E-02 +2.766809E-04 +8.194449E-03 +6.714899E-05 +2.861998E-02 +2.998730E-04 +2.218696E-02 +1.843960E-04 +3.590796E-03 +9.994814E-06 +4.146885E-05 +1.719665E-09 +1.549709E-02 +1.144629E-04 +2.227369E-02 +1.711983E-04 +1.343436E-02 +8.944353E-05 +1.714178E-02 +1.122928E-04 +3.146434E-03 +7.482268E-06 +1.564613E-02 +1.004608E-04 +5.172890E-03 +1.781306E-05 +2.219085E-02 +1.637330E-04 +2.601084E-02 +2.348588E-04 +2.389118E-02 +1.363487E-04 +1.715771E-02 +2.397431E-04 +6.781458E-03 +2.089993E-05 +1.416726E-02 +5.994871E-05 +1.437022E-02 +9.620234E-05 +1.758052E-02 +1.536222E-04 +1.095335E-02 +4.778346E-05 +3.072790E-02 +3.062628E-04 +2.918145E-02 +2.014926E-04 +1.264080E-02 +8.353554E-05 +7.233368E-03 +2.199041E-05 +2.216847E-02 +1.641875E-04 +3.263173E-02 +2.493026E-04 +2.885820E-02 +2.428916E-04 +1.979234E-02 +1.738743E-04 +3.835691E-02 +4.688612E-04 +3.802770E-02 +3.781226E-04 +2.023030E-02 +1.380539E-04 +3.233035E-02 +4.268089E-04 +2.228958E-02 +1.487444E-04 +2.102866E-02 +2.439136E-04 +2.418344E-02 +2.403576E-04 +1.089958E-02 +1.091984E-04 +1.705712E-02 +1.774614E-04 +1.192772E-02 +5.261180E-05 +1.651816E-02 +7.739479E-05 +4.588075E-02 +4.617427E-04 +4.922839E-02 +7.448546E-04 +2.929110E-02 +2.201194E-04 +3.050681E-02 +3.758046E-04 +1.477376E-02 +1.823507E-04 +9.189504E-03 +8.444698E-05 +2.608233E-02 +3.521823E-04 +6.193705E-03 +2.080252E-05 +1.687890E-02 +1.118398E-04 +4.924677E-02 +1.262524E-03 +4.067016E-02 +7.907805E-04 +2.677159E-02 +3.621162E-04 +2.753580E-02 +3.172596E-04 +1.164537E-02 +6.751264E-05 +1.518042E-02 +9.368460E-05 +5.516265E-03 +1.676911E-05 +1.581377E-02 +1.559723E-04 +2.526176E-02 +2.102595E-04 +2.048709E-02 +1.157190E-04 +2.951776E-03 +8.712980E-06 +1.304953E-02 +1.093636E-04 +5.980998E-03 +2.242166E-05 +1.227890E-02 +1.370613E-04 +1.676973E-02 +1.415477E-04 +1.261322E-02 +9.380589E-05 +1.730840E-02 +1.120965E-04 +3.415620E-02 +3.192382E-04 +1.561210E-02 +7.999717E-05 +4.014047E-02 +4.341334E-04 +1.871227E-02 +1.637861E-04 +1.719966E-02 +8.229513E-05 +6.311291E-03 +2.323686E-05 +1.203369E-02 +5.233426E-05 +3.466010E-02 +2.795936E-04 +3.257961E-02 +3.258749E-04 +7.341848E-03 +2.008068E-05 +0.000000E+00 +0.000000E+00 +1.318851E-02 +8.524643E-05 +2.656411E-03 +7.056520E-06 +9.164715E-03 +4.828683E-05 +7.935421E-03 +2.917103E-05 +1.486531E-02 +2.184191E-04 +7.125070E-03 +2.574332E-05 +1.121837E-02 +6.756854E-05 +6.545237E-03 +2.720699E-05 +1.546007E-02 +1.826359E-04 +1.169394E-02 +6.490290E-05 +4.371153E-03 +1.910698E-05 +6.249304E-03 +3.905380E-05 +5.295752E-03 +1.815972E-05 +5.302259E-03 +2.811396E-05 +6.603442E-03 +4.360544E-05 +1.808755E-03 +3.271595E-06 +5.903483E-03 +3.485112E-05 +0.000000E+00 +0.000000E+00 +1.139083E-02 +1.297509E-04 +9.825445E-03 +9.653937E-05 +1.756422E-03 +3.085017E-06 +1.922532E-03 +3.696129E-06 +4.994256E-03 +2.494259E-05 +4.925708E-03 +1.967588E-05 +0.000000E+00 +0.000000E+00 +3.784686E-03 +1.432385E-05 +4.157112E-03 +1.728158E-05 +0.000000E+00 +0.000000E+00 +9.468766E-03 +8.965753E-05 +2.232913E-03 +4.985902E-06 +3.844847E-03 +1.478285E-05 +2.222391E-03 +4.939022E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.061201E-03 +3.313062E-05 +7.214455E-03 +3.082629E-05 +1.262098E-02 +8.928687E-05 +1.043674E-02 +7.759244E-05 +9.509924E-03 +2.730772E-05 +8.025320E-03 +4.415302E-05 +3.447233E-03 +6.386728E-06 +1.668016E-02 +8.357487E-05 +8.460729E-03 +3.867751E-05 +2.446616E-04 +5.985928E-08 +4.630892E-03 +2.144516E-05 +1.697619E-03 +2.881910E-06 +0.000000E+00 +0.000000E+00 +5.938437E-03 +3.526503E-05 +5.582892E-03 +3.116868E-05 +2.156207E-04 +4.649227E-08 +2.170320E-02 +1.220567E-04 +2.724686E-02 +2.559291E-04 +4.913139E-03 +1.223477E-05 +1.920131E-02 +2.405983E-04 +1.604960E-02 +1.264323E-04 +1.399563E-02 +7.744442E-05 +5.607424E-04 +3.144320E-07 +6.605292E-03 +2.185185E-05 +4.659319E-03 +1.917479E-05 +5.979798E-03 +3.575799E-05 +1.338038E-02 +6.776724E-05 +1.031033E-02 +4.639687E-05 +4.099144E-03 +1.680298E-05 +8.721438E-03 +3.931754E-05 +1.352841E-02 +9.861822E-05 +1.376125E-02 +6.375475E-05 +5.875484E-03 +3.452131E-05 +5.021931E-03 +1.275345E-05 +1.472654E-02 +1.951368E-04 +5.538998E-03 +3.068049E-05 +1.405142E-02 +1.677028E-04 +1.625687E-03 +1.804512E-06 +3.609111E-02 +4.704166E-04 +5.759763E-03 +2.012944E-05 +4.640712E-03 +1.091948E-05 +1.961889E-02 +1.958309E-04 +3.001693E-02 +5.480902E-04 +7.760456E-03 +6.022468E-05 +9.392664E-03 +6.424696E-05 +1.458227E-02 +1.030985E-04 +1.090183E-02 +5.521088E-05 +1.854335E-02 +1.244634E-04 +1.324592E-02 +6.146335E-05 +1.936404E-02 +1.742896E-04 +2.552696E-02 +1.937630E-04 +4.021749E-02 +4.203909E-04 +4.165382E-03 +1.313234E-05 +9.363820E-03 +6.325524E-05 +8.466560E-03 +5.165822E-05 +5.022850E-03 +8.472825E-06 +1.965809E-03 +3.864407E-06 +0.000000E+00 +0.000000E+00 +9.449756E-03 +3.350533E-05 +2.006765E-03 +4.027106E-06 +6.605166E-03 +2.547316E-05 +9.341756E-03 +4.363995E-05 +1.309845E-02 +9.054936E-05 +1.092966E-02 +6.928012E-05 +1.122039E-02 +6.937821E-05 +2.205422E-03 +4.863887E-06 +2.296930E-03 +5.275889E-06 +8.145782E-03 +3.329546E-05 +6.051561E-03 +3.662139E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.388697E-02 +3.535973E-04 +3.415951E-03 +1.166872E-05 +9.212322E-03 +3.075230E-05 +1.653939E-02 +9.852133E-05 +0.000000E+00 +0.000000E+00 +1.182651E-03 +1.398664E-06 +8.448419E-03 +3.596021E-05 +6.728016E-03 +2.264358E-05 +1.173858E-02 +1.377941E-04 +5.883318E-03 +3.461344E-05 +9.980892E-03 +5.015144E-05 +2.241109E-02 +5.022571E-04 +2.217766E-02 +2.920407E-04 +6.359331E-03 +4.044110E-05 +1.477455E-02 +1.034175E-04 +8.950423E-04 +8.011006E-07 +9.686178E-03 +5.821500E-05 +0.000000E+00 +0.000000E+00 +5.223612E-03 +2.728612E-05 +0.000000E+00 +0.000000E+00 +3.828588E-03 +1.465809E-05 +7.798620E-04 +3.202002E-07 +1.355011E-02 +1.380203E-04 +1.150708E-02 +1.152822E-04 +2.355222E-03 +5.547071E-06 +0.000000E+00 +0.000000E+00 +2.257088E-03 +5.094445E-06 +3.997613E-03 +1.598091E-05 +5.472671E-04 +2.995013E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.027201E-02 +4.002048E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.081800E-02 +9.946951E-05 +0.000000E+00 +0.000000E+00 +1.266571E-03 +1.604203E-06 +3.102448E-03 +7.456483E-06 +1.070331E-02 +1.145608E-04 +5.353390E-03 +1.523097E-05 +9.960140E-03 +5.429096E-05 +1.132685E-02 +6.078318E-05 +0.000000E+00 +0.000000E+00 +5.857772E-03 +3.431349E-05 +6.120893E-03 +3.746533E-05 +2.944316E-04 +8.668997E-08 +4.054434E-03 +8.250253E-06 +0.000000E+00 +0.000000E+00 +8.473957E-03 +2.815323E-05 +4.937065E-03 +9.635815E-06 +6.609610E-03 +2.625501E-05 +1.480698E-02 +1.157582E-04 +5.131682E-03 +1.420673E-05 +2.456582E-03 +6.034797E-06 +6.746692E-03 +4.551785E-05 +0.000000E+00 +0.000000E+00 +5.509360E-03 +1.756496E-05 +3.274435E-03 +7.721246E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.079746E-03 +3.080848E-05 +7.522520E-03 +3.542704E-05 +1.248919E-02 +7.353972E-05 +8.212714E-03 +4.521906E-05 +6.791860E-03 +4.612937E-05 +1.468439E-03 +2.156313E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.347395E-02 +9.103879E-05 +3.035645E-03 +9.215143E-06 +6.326410E-03 +4.002346E-05 +4.973545E-04 +2.473615E-07 +1.059264E-02 +3.752752E-05 +1.233899E-02 +1.522506E-04 +7.895949E-03 +3.021337E-05 +6.514308E-03 +3.477859E-05 +8.620806E-04 +7.431829E-07 +2.741991E-04 +7.518514E-08 +6.611353E-03 +2.392378E-05 +5.774478E-03 +3.334460E-05 +8.015568E-03 +6.424932E-05 +1.445173E-03 +2.088525E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.245828E-04 +6.799367E-07 +1.257520E-02 +1.581356E-04 +1.483241E-02 +9.927787E-05 +1.629976E-02 +1.660462E-04 +1.751626E-03 +3.068192E-06 +3.860994E-03 +1.490728E-05 +1.648080E-03 +1.373023E-06 +6.191534E-03 +2.744105E-05 +4.863369E-04 +2.365236E-07 +1.508543E-02 +1.039871E-04 +2.267109E-02 +2.869093E-04 +1.721305E-02 +1.393593E-04 +1.078104E-03 +5.977511E-07 +1.397170E-02 +1.537339E-04 +3.927596E-03 +1.101469E-05 +0.000000E+00 +0.000000E+00 +7.568675E-03 +3.932728E-05 +9.449488E-03 +7.811542E-05 +2.378800E-04 +5.658689E-08 +2.347652E-03 +3.353070E-06 +7.407672E-03 +4.808629E-05 +0.000000E+00 +0.000000E+00 +1.201122E-02 +1.090766E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.569944E-03 +4.316417E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.042009E-02 +1.085782E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.176371E-03 +4.736589E-06 +0.000000E+00 +0.000000E+00 +2.234715E-03 +4.993949E-06 +8.640315E-03 +7.465504E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.118423E-02 +1.250870E-04 +2.539474E-03 +6.448929E-06 +0.000000E+00 +0.000000E+00 +1.790846E-03 +3.207130E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.024437E-03 +6.439160E-05 +2.711665E-03 +3.453142E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.340834E-03 +2.852450E-05 +5.387068E-03 +2.902050E-05 +0.000000E+00 +0.000000E+00 +8.596544E-03 +7.390058E-05 +1.476281E-02 +1.165311E-04 +2.046585E-03 +4.188510E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.069821E-03 +1.144516E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.744678E-04 +2.251197E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.888725E-03 +7.900944E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.971779E-03 +3.049198E-05 +1.024339E-02 +5.257644E-05 +0.000000E+00 +0.000000E+00 +1.188646E-02 +7.540463E-05 +1.398607E-02 +1.956103E-04 +3.790060E-02 +1.027421E-03 +0.000000E+00 +0.000000E+00 +1.871792E-02 +2.485679E-04 +4.871215E-03 +2.372874E-05 +4.353198E-03 +1.584088E-05 +7.044013E-03 +2.890886E-05 +3.629801E-03 +1.317546E-05 +6.226876E-03 +2.695076E-05 +1.164630E-02 +1.356363E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.167776E-03 +5.707367E-06 +4.647076E-03 +2.159531E-05 +2.265920E-03 +3.243195E-06 +8.514015E-03 +5.170398E-05 +9.172605E-03 +4.713271E-05 +0.000000E+00 +0.000000E+00 +1.782587E-02 +1.415590E-04 +0.000000E+00 +0.000000E+00 +4.389593E-02 +9.467424E-04 +1.276445E-02 +5.747008E-05 +1.879598E-02 +1.729632E-04 +1.717504E-02 +1.337218E-04 +0.000000E+00 +0.000000E+00 +8.134383E-04 +6.616819E-07 +3.420545E-03 +1.137464E-05 +1.325951E-02 +7.727629E-05 +1.054625E-02 +4.333242E-05 +8.992688E-03 +6.784854E-05 +1.545192E-02 +1.381722E-04 +2.535921E-03 +3.493825E-06 +1.164097E-03 +1.355122E-06 +2.456328E-02 +2.600569E-04 +5.672949E-04 +3.218235E-07 +0.000000E+00 +0.000000E+00 +1.272050E-02 +5.874079E-05 +2.678791E-03 +7.175919E-06 +4.273906E-03 +1.116321E-05 +6.021779E-03 +1.320019E-05 +2.373365E-02 +3.815852E-04 +1.971350E-02 +1.364396E-04 +1.125713E-02 +1.267230E-04 +3.250040E-03 +5.003976E-06 +3.503423E-03 +6.145808E-06 +4.824188E-03 +2.327279E-05 +1.919225E-02 +1.220101E-04 +1.281194E-02 +9.461834E-05 +8.432916E-03 +6.874187E-05 +1.837213E-02 +1.274263E-04 +9.963237E-03 +8.223203E-05 +1.752766E-02 +1.110331E-04 +6.408926E-03 +2.074712E-05 +1.581194E-02 +1.947653E-04 +1.481940E-03 +2.196147E-06 +5.448729E-03 +1.827862E-05 +2.093500E-02 +2.063898E-04 +3.693092E-03 +6.905562E-06 +1.871145E-02 +1.122037E-04 +2.189657E-02 +1.687348E-04 +2.545683E-02 +2.266411E-04 +2.284182E-02 +2.623689E-04 +8.168331E-03 +6.672164E-05 +4.747456E-03 +2.253834E-05 +5.132962E-03 +2.634730E-05 +0.000000E+00 +0.000000E+00 +8.752524E-04 +7.660667E-07 +0.000000E+00 +0.000000E+00 +1.497557E-03 +2.242678E-06 +1.852607E-02 +1.716706E-04 +8.310523E-03 +3.468695E-05 +1.291784E-02 +8.691782E-05 +5.753271E-03 +3.310012E-05 +7.054806E-03 +4.977029E-05 +2.411506E-02 +2.061765E-04 +2.648480E-02 +2.717711E-04 +1.065035E-02 +1.088306E-04 +2.168474E-02 +3.268369E-04 +1.010243E-02 +6.526876E-05 +1.043989E-02 +4.841036E-05 +7.851732E-03 +3.604618E-05 +1.476386E-02 +1.038848E-04 +3.296535E-02 +3.500523E-04 +1.472156E-02 +7.310751E-05 +1.429727E-02 +8.011139E-05 +2.533467E-03 +6.418457E-06 +1.246905E-02 +8.810244E-05 +9.554185E-03 +4.921140E-05 +8.414362E-03 +7.080149E-05 +2.829578E-03 +5.651590E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.727837E-03 +3.043834E-05 +9.593909E-03 +7.167933E-05 +8.548008E-03 +3.783997E-05 +1.383825E-02 +7.478407E-05 +1.088201E-02 +1.184181E-04 +1.957605E-02 +1.092878E-04 +7.297699E-03 +4.904405E-05 +1.694268E-03 +1.944687E-06 +1.869404E-02 +1.736266E-04 +9.081970E-03 +5.606911E-05 +1.186088E-02 +1.406805E-04 +1.624430E-03 +2.638773E-06 +7.869537E-03 +6.192962E-05 +4.377865E-03 +9.728840E-06 +8.871959E-03 +3.996235E-05 +6.722108E-03 +1.824508E-05 +7.869661E-03 +3.750724E-05 +2.492678E-02 +2.621373E-04 +0.000000E+00 +0.000000E+00 +1.340795E-02 +1.797732E-04 +0.000000E+00 +0.000000E+00 +3.525684E-03 +9.263554E-06 +0.000000E+00 +0.000000E+00 +8.173393E-04 +6.680436E-07 +3.214231E-03 +1.033128E-05 +6.387437E-03 +4.079935E-05 +2.287409E-03 +5.232239E-06 +1.334621E-03 +1.781213E-06 +6.838356E-03 +4.676311E-05 +9.020478E-03 +8.136903E-05 +1.224986E-02 +1.120924E-04 +6.972004E-03 +4.860884E-05 +1.397405E-02 +8.253741E-05 +1.719329E-03 +2.956093E-06 +1.062337E-02 +6.293591E-05 +0.000000E+00 +0.000000E+00 +1.301460E-02 +4.649640E-05 +1.377982E-02 +7.693403E-05 +0.000000E+00 +0.000000E+00 +1.886996E-02 +1.123457E-04 +6.061949E-03 +2.749662E-05 +5.894543E-03 +3.474563E-05 +1.212899E-02 +8.004851E-05 +2.482280E-02 +2.938873E-04 +3.719100E-03 +1.214354E-05 +7.884372E-03 +2.528199E-05 +1.876287E-02 +1.321923E-04 +5.909709E-03 +3.492466E-05 +1.229671E-02 +8.177617E-05 +1.495116E-02 +1.673379E-04 +8.083959E-03 +2.843648E-05 +1.161222E-02 +9.996243E-05 +2.200011E-02 +3.484238E-04 +2.505079E-03 +5.626562E-06 +7.520228E-03 +3.333314E-05 +2.658232E-02 +1.435081E-04 +1.087406E-02 +9.359296E-05 +1.924080E-03 +3.702085E-06 +1.473056E-02 +7.597271E-05 +1.994841E-02 +1.365294E-04 +5.017810E-02 +9.820714E-04 +2.492059E-02 +2.225083E-04 +8.942689E-03 +3.792430E-05 +2.749169E-02 +2.251782E-04 +1.702157E-02 +1.493581E-04 +3.982658E-02 +5.136305E-04 +1.812184E-02 +6.394660E-05 +2.504644E-02 +1.017344E-04 +5.792028E-02 +7.619454E-04 +2.975875E-02 +2.102309E-04 +3.253111E-02 +3.830525E-04 +2.057972E-02 +1.635921E-04 +2.296458E-02 +1.395746E-04 +1.713576E-02 +9.860187E-05 +2.729675E-02 +1.877473E-04 +4.343504E-02 +5.006954E-04 +1.147811E-02 +4.788494E-05 +2.742554E-02 +2.225703E-04 +7.283343E-03 +3.179961E-05 +1.579976E-02 +1.273249E-04 +1.159630E-02 +7.794748E-05 +7.034085E-03 +2.076143E-05 +1.799777E-02 +9.397420E-05 +1.013202E-02 +7.069778E-05 +1.228967E-02 +5.833930E-05 +9.261306E-03 +4.792121E-05 +2.612326E-02 +1.493517E-04 +4.809082E-02 +5.515363E-04 +1.821904E-02 +9.893219E-05 +1.706598E-02 +1.484492E-04 +2.546745E-02 +2.492113E-04 +2.197723E-02 +1.631238E-04 +9.000642E-03 +4.128247E-05 +4.944015E-04 +2.444328E-07 +1.942216E-02 +1.513023E-04 +2.059965E-02 +1.255355E-04 +4.836014E-02 +6.975604E-04 +8.488050E-03 +3.606051E-05 +1.490491E-02 +5.676425E-05 +3.270605E-02 +2.507163E-04 +2.228500E-03 +4.966213E-06 +4.808245E-02 +7.172534E-04 +2.131855E-02 +1.339847E-04 +1.619433E-02 +8.224460E-05 +1.807237E-02 +7.670654E-05 +2.253975E-02 +3.142771E-04 +1.767381E-02 +8.179706E-05 +2.629956E-02 +2.310463E-04 +2.505370E-02 +1.340596E-04 +1.600983E-02 +8.778336E-05 +3.840186E-02 +3.912562E-04 +2.472217E-02 +2.354990E-04 +1.051276E-02 +6.355022E-05 +8.360190E-03 +3.134239E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.355915E-02 +9.785324E-05 +1.186924E-02 +6.152991E-05 +8.499914E-03 +7.148917E-05 +3.362113E-02 +3.128261E-04 +0.000000E+00 +0.000000E+00 +1.337096E-02 +8.950104E-05 +3.404052E-04 +1.158757E-07 +4.554061E-04 +2.073947E-07 +1.608542E-02 +6.536326E-05 +7.187986E-03 +1.723012E-05 +1.456917E-02 +1.062897E-04 +1.453519E-02 +5.515409E-05 +8.971646E-03 +8.049044E-05 +8.217071E-04 +6.752026E-07 +4.014133E-03 +1.611327E-05 +8.052141E-03 +3.462229E-05 +3.717824E-03 +1.382222E-05 +0.000000E+00 +0.000000E+00 +2.324643E-02 +3.128097E-04 +1.487258E-02 +9.919794E-05 +5.305435E-03 +2.814764E-05 +4.154844E-03 +1.569857E-05 +4.016617E-05 +1.613321E-09 +4.596960E-03 +2.113204E-05 +3.213080E-03 +1.032388E-05 +1.308727E-02 +1.712767E-04 +1.335904E-03 +1.784639E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.750892E-03 +6.454020E-06 +1.088485E-03 +1.184799E-06 +1.141901E-02 +1.303939E-04 +1.244665E-03 +1.549191E-06 +0.000000E+00 +0.000000E+00 +2.981536E-02 +2.341750E-04 +3.829689E-02 +4.666255E-04 +6.760289E-03 +1.243826E-05 +1.464897E-02 +7.198740E-05 +2.152244E-02 +1.361392E-04 +1.672013E-02 +9.647736E-05 +1.361101E-02 +4.984061E-05 +1.349439E-02 +4.814299E-05 +2.430427E-02 +2.286989E-04 +1.393659E-02 +6.519086E-05 +3.886136E-02 +4.282737E-04 +1.590158E-02 +1.429598E-04 +1.206163E-02 +7.651342E-05 +2.605170E-02 +1.796660E-04 +2.910172E-02 +3.873517E-04 +1.602490E-02 +1.271125E-04 +2.336975E-02 +1.846026E-04 +1.993772E-02 +1.339506E-04 +9.020416E-03 +5.621527E-05 +7.336571E-03 +2.229460E-05 +1.283876E-02 +7.182675E-05 +3.598358E-02 +6.280546E-04 +1.865211E-02 +1.717898E-04 +1.974328E-02 +1.482070E-04 +3.999684E-02 +5.257949E-04 +5.115943E-03 +1.319135E-05 +3.919221E-02 +4.164143E-04 +2.779587E-02 +2.211624E-04 +4.495698E-02 +5.683233E-04 +1.888729E-02 +1.606582E-04 +3.980859E-02 +6.410067E-04 +3.151290E-02 +3.977773E-04 +1.062051E-02 +3.932965E-05 +5.259084E-02 +6.501239E-04 +4.384297E-02 +3.809033E-04 +4.823089E-02 +8.328611E-04 +3.713432E-02 +3.676979E-04 +5.236220E-03 +1.418451E-05 +4.215363E-02 +5.483068E-04 +2.915162E-02 +2.980216E-04 +2.066857E-02 +2.264178E-04 +6.564895E-02 +1.567571E-03 +3.878884E-02 +7.151172E-04 +5.649843E-03 +1.027129E-05 +2.587857E-02 +3.734340E-04 +2.974566E-02 +6.008840E-04 +6.429397E-03 +1.558557E-05 +5.207161E-02 +5.515432E-04 +2.202386E-02 +1.533223E-04 +1.491205E-02 +6.811876E-05 +2.377353E-02 +1.600088E-04 +2.511608E-02 +1.819429E-04 +3.462119E-02 +2.719269E-04 +2.796042E-02 +4.000191E-04 +2.758119E-02 +1.770570E-04 +3.177796E-02 +3.398840E-04 +3.573880E-02 +2.570465E-04 +3.668409E-02 +2.716172E-04 +1.558678E-02 +1.299990E-04 +1.893349E-02 +1.800120E-04 +2.875757E-02 +3.683745E-04 +1.667876E-02 +9.555462E-05 +3.593800E-02 +2.496213E-04 +4.061719E-02 +4.494304E-04 +9.104205E-03 +2.586851E-05 +3.991760E-02 +4.615601E-04 +1.985439E-02 +1.366335E-04 +1.632844E-02 +2.666180E-04 +1.215135E-02 +7.882376E-05 +2.015288E-02 +1.348469E-04 +2.286953E-02 +1.588287E-04 +8.479800E-03 +2.419394E-05 +1.677559E-02 +1.051301E-04 +4.213187E-02 +6.683627E-04 +2.103140E-02 +1.896221E-04 +2.277435E-02 +1.040467E-04 +1.713363E-02 +7.815247E-05 +9.291580E-04 +8.633346E-07 +2.788489E-02 +2.982294E-04 +3.621238E-02 +2.580636E-04 +2.458045E-02 +1.780890E-04 +2.379055E-02 +1.621126E-04 +3.970733E-02 +2.611105E-04 +4.269917E-02 +3.756369E-04 +1.020882E-02 +1.042200E-04 +1.329847E-02 +8.252424E-05 +2.079932E-03 +2.179820E-06 +1.128026E-03 +1.272443E-06 +3.879310E-02 +5.440855E-04 +2.916794E-02 +3.611042E-04 +7.391270E-03 +3.343630E-05 +6.830761E-04 +4.665930E-07 +1.335594E-02 +8.946571E-05 +1.110303E-02 +1.007102E-04 +1.835628E-03 +1.691866E-06 +0.000000E+00 +0.000000E+00 +1.795502E-02 +1.711700E-04 +2.473690E-02 +6.119142E-04 +1.434338E-02 +5.889066E-05 +2.941507E-02 +5.436854E-04 +1.563107E-02 +1.568664E-04 +1.538550E-02 +1.252283E-04 +7.766899E-03 +6.032473E-05 +2.435150E-02 +1.416969E-04 +1.919239E-02 +3.683478E-04 +5.108257E-03 +2.047215E-05 +1.263262E-02 +5.541740E-05 +4.141439E-03 +1.715151E-05 +1.038441E-02 +1.078360E-04 +9.158156E-03 +2.900101E-05 +1.260194E-02 +8.220628E-05 +8.591284E-03 +6.753343E-05 +6.324660E-03 +4.000133E-05 +2.147746E-02 +1.236956E-04 +0.000000E+00 +0.000000E+00 +4.606932E-03 +1.547543E-05 +2.134959E-02 +1.854893E-04 +0.000000E+00 +0.000000E+00 +7.023251E-03 +3.657507E-05 +6.884983E-03 +4.740299E-05 +7.246135E-03 +1.888354E-05 +2.071459E-02 +1.741097E-04 +1.169899E-02 +6.778158E-05 +2.754659E-02 +2.335926E-04 +4.758203E-03 +2.264050E-05 +1.122121E-02 +9.619409E-05 +2.622953E-02 +1.855908E-04 +4.251699E-02 +5.972193E-04 +2.509974E-02 +2.921931E-04 +2.008961E-02 +1.355514E-04 +5.678857E-02 +6.324853E-04 +2.520319E-02 +2.618705E-04 +1.597817E-02 +1.381185E-04 +3.637513E-02 +2.729185E-04 +2.775118E-03 +3.654503E-06 +1.698961E-02 +8.176223E-05 +2.197725E-02 +2.232573E-04 +9.011198E-03 +4.359383E-05 +9.307785E-03 +2.712921E-05 +8.146558E-03 +4.182485E-05 +1.028034E-02 +4.566286E-05 +3.681327E-02 +2.893550E-04 +2.773726E-02 +2.444463E-04 +1.100030E-02 +2.838482E-05 +1.340438E-02 +4.657360E-05 +2.012344E-02 +1.769163E-04 +2.511559E-02 +4.165428E-04 +5.698069E-02 +7.958625E-04 +1.586542E-02 +9.883540E-05 +3.025824E-02 +3.586438E-04 +2.185696E-02 +1.152292E-04 +4.451499E-02 +5.992493E-04 +4.915301E-02 +5.319609E-04 +2.027142E-02 +9.131926E-05 +4.846502E-02 +4.434693E-04 +3.165271E-02 +2.427029E-04 +3.669828E-02 +3.888358E-04 +5.245047E-02 +1.072276E-03 +3.928884E-02 +5.796694E-04 +2.072841E-02 +1.556499E-04 +4.164931E-02 +4.146580E-04 +3.185955E-02 +3.103983E-04 +1.477151E-02 +7.910883E-05 +2.112531E-02 +2.380387E-04 +4.768305E-02 +8.107213E-04 +4.723257E-02 +4.930171E-04 +4.762446E-02 +7.175212E-04 +5.724262E-02 +8.178056E-04 +4.294125E-02 +6.767219E-04 +2.484387E-02 +2.002143E-04 +5.348730E-02 +6.058645E-04 +4.205706E-02 +2.548178E-04 +3.587756E-02 +4.296739E-04 +6.440518E-02 +1.366001E-03 +4.204238E-02 +5.995742E-04 +3.735906E-02 +3.161616E-04 +4.282594E-02 +4.827793E-04 +4.192544E-02 +4.350124E-04 +4.722637E-02 +6.508149E-04 +8.386891E-02 +1.153979E-03 +2.032896E-02 +2.537398E-04 +2.708884E-02 +2.716034E-04 +6.451205E-03 +2.097266E-05 +1.821344E-02 +1.225856E-04 +1.253364E-02 +5.217855E-05 +1.398101E-02 +5.365691E-05 +3.435379E-02 +3.737117E-04 +1.939149E-02 +1.519465E-04 +2.533272E-02 +1.634353E-04 +6.657085E-02 +1.013865E-03 +3.311921E-02 +2.641252E-04 +4.875714E-02 +3.695543E-04 +2.984441E-02 +2.040378E-04 +4.086868E-02 +4.531767E-04 +2.294001E-02 +1.659849E-04 +1.337165E-02 +6.129165E-05 +4.389651E-02 +8.806156E-04 +8.191889E-03 +2.486224E-05 +3.075802E-02 +3.426649E-04 +1.426707E-02 +2.035492E-04 +2.840511E-02 +3.185074E-04 +3.089846E-02 +2.196599E-04 +1.053420E-02 +6.456990E-05 +1.219649E-02 +7.769858E-05 +3.364337E-02 +3.226000E-04 +2.179542E-02 +1.347258E-04 +1.271108E-02 +7.951147E-05 +2.179035E-03 +2.392285E-06 +3.506915E-02 +2.240623E-04 +4.896110E-03 +1.212325E-05 +2.925376E-02 +1.886223E-04 +1.439294E-02 +1.042015E-04 +3.001238E-02 +1.768927E-04 +5.374543E-02 +6.843973E-04 +7.649893E-03 +4.676617E-05 +3.644227E-03 +5.564570E-06 +3.177429E-02 +2.717214E-04 +1.330318E-02 +6.356850E-05 +2.235220E-02 +2.666468E-04 +2.055346E-02 +2.124825E-04 +4.167514E-02 +3.422883E-04 +1.571299E-02 +1.096356E-04 +2.618744E-02 +1.684585E-04 +3.920995E-03 +8.170620E-06 +2.590014E-02 +2.414385E-04 +1.163803E-02 +6.389360E-05 +1.193823E-02 +7.671277E-05 +2.926838E-03 +6.644748E-06 +1.797463E-02 +1.687429E-04 +1.240296E-03 +1.492519E-06 +1.072983E-02 +8.089239E-05 +0.000000E+00 +0.000000E+00 +1.702247E-02 +7.621267E-05 +4.831386E-03 +1.659004E-05 +7.713081E-03 +3.142800E-05 +0.000000E+00 +0.000000E+00 +1.473699E-02 +1.700359E-04 +4.296004E-03 +1.791945E-05 +0.000000E+00 +0.000000E+00 +1.370206E-02 +1.877465E-04 +3.115949E-02 +2.383507E-04 +3.327710E-02 +3.286218E-04 +7.959085E-03 +5.635010E-05 +3.881964E-02 +4.331959E-04 +6.676225E-02 +1.349805E-03 +4.710801E-02 +6.581294E-04 +2.757399E-02 +1.627282E-04 +4.464401E-02 +3.394158E-04 +2.557760E-02 +2.904293E-04 +1.605915E-02 +5.629741E-05 +3.954110E-02 +3.359429E-04 +4.165569E-02 +2.868232E-04 +2.804272E-02 +2.179232E-04 +4.407936E-02 +3.478852E-04 +1.740594E-02 +8.627801E-05 +6.405205E-02 +7.599680E-04 +8.182398E-02 +1.141733E-03 +3.283333E-02 +2.112213E-04 +7.418673E-02 +1.278811E-03 +5.649026E-02 +6.158821E-04 +3.221831E-02 +3.332167E-04 +5.158907E-02 +5.657156E-04 +4.441985E-02 +5.379864E-04 +6.791040E-02 +8.247012E-04 +2.612145E-02 +1.749462E-04 +4.597801E-02 +4.649780E-04 +4.365883E-02 +6.694291E-04 +5.258242E-02 +5.250967E-04 +6.500016E-02 +6.660155E-04 +6.576057E-02 +7.006182E-04 +5.284493E-02 +4.988840E-04 +9.335437E-02 +1.493677E-03 +9.840834E-02 +1.870564E-03 +1.044606E-01 +1.992008E-03 +3.948087E-02 +3.582377E-04 +7.234979E-02 +8.894639E-04 +4.902037E-02 +5.536717E-04 +4.325288E-02 +4.765936E-04 +2.127528E-02 +1.352774E-04 +4.881772E-02 +5.455219E-04 +4.334917E-02 +3.408247E-04 +7.964441E-02 +1.739421E-03 +6.280237E-02 +5.790703E-04 +4.637913E-02 +4.248566E-04 +4.971316E-02 +5.001344E-04 +1.145978E-01 +2.712974E-03 +5.101895E-02 +3.184101E-04 +8.208014E-02 +1.037158E-03 +5.068695E-02 +5.008057E-04 +6.643211E-02 +9.120787E-04 +2.121344E-02 +1.016147E-04 +4.225589E-02 +4.549888E-04 +6.750234E-02 +8.508947E-04 +3.391870E-02 +3.035340E-04 +5.485650E-02 +1.193624E-03 +5.957147E-02 +6.336450E-04 +7.691788E-02 +1.076634E-03 +9.341771E-02 +1.673177E-03 +6.507466E-02 +9.266215E-04 +8.298230E-02 +1.105340E-03 +3.077599E-02 +2.539585E-04 +3.800774E-02 +2.919316E-04 +1.037914E-02 +4.153109E-05 +4.280408E-02 +3.190057E-04 +6.265150E-02 +5.783275E-04 +4.492457E-02 +7.130738E-04 +2.946178E-02 +2.316641E-04 +5.001161E-02 +5.651074E-04 +4.406191E-02 +5.326869E-04 +4.255012E-02 +6.344186E-04 +4.127367E-02 +2.736413E-04 +5.122750E-02 +5.822166E-04 +2.413211E-02 +2.413232E-04 +1.081523E-02 +2.516684E-05 +4.106467E-02 +6.145771E-04 +5.297810E-02 +5.789177E-04 +2.462538E-02 +1.436407E-04 +3.084783E-02 +3.369305E-04 +3.658842E-02 +2.625817E-04 +3.860959E-02 +2.933259E-04 +8.794828E-03 +4.851919E-05 +7.432016E-02 +1.354224E-03 +5.344700E-02 +4.122241E-04 +5.521967E-02 +7.315699E-04 +8.260325E-02 +1.285322E-03 +4.296048E-02 +5.148261E-04 +5.385545E-02 +8.083274E-04 +1.692402E-02 +2.046633E-04 +2.747668E-02 +2.113494E-04 +5.085938E-02 +5.012668E-04 +2.352352E-02 +1.190633E-04 +1.486760E-02 +8.416855E-05 +6.021885E-02 +1.449069E-03 +2.635111E-02 +1.665324E-04 +5.163207E-02 +8.039644E-04 +2.101049E-02 +2.719174E-04 +1.837676E-02 +1.488764E-04 +2.374930E-02 +1.319111E-04 +2.263112E-02 +2.041649E-04 +1.311657E-02 +8.626466E-05 +1.932968E-02 +8.518553E-05 +1.986031E-02 +2.009366E-04 +1.757725E-02 +1.372192E-04 +1.302617E-02 +6.882159E-05 +4.894164E-02 +5.998572E-04 +1.341123E-02 +9.063317E-05 +1.464061E-02 +8.363676E-05 +2.630064E-02 +2.626658E-04 +1.893304E-02 +1.793807E-04 +1.163039E-02 +6.887694E-05 +2.214578E-02 +2.588313E-04 +1.208468E-02 +7.605320E-05 +2.630362E-02 +3.194007E-04 +1.353551E-02 +9.660049E-05 +1.156873E-02 +7.470421E-05 +1.190490E-02 +1.121381E-04 +3.366329E-04 +1.133217E-07 +8.982031E-03 +8.067688E-05 +6.354181E-03 +4.037562E-05 +6.806955E-03 +1.662915E-05 +2.028357E-02 +2.281342E-04 +4.069796E-02 +5.341452E-04 +3.185731E-02 +2.621355E-04 +4.216364E-02 +6.345577E-04 +2.467253E-02 +2.569196E-04 +2.270374E-02 +1.387321E-04 +1.167733E-02 +6.298779E-05 +1.065298E-02 +1.134859E-04 +3.784613E-02 +3.756714E-04 +2.250436E-02 +2.357626E-04 +4.794236E-02 +9.157672E-04 +1.692147E-02 +8.534737E-05 +1.158113E-02 +4.461771E-05 +3.574894E-02 +7.972338E-04 +3.766133E-02 +3.703007E-04 +3.946677E-02 +3.240649E-04 +2.415100E-02 +1.844729E-04 +2.606412E-02 +1.969324E-04 +2.018122E-02 +1.518887E-04 +2.082179E-02 +1.323744E-04 +3.081748E-02 +3.968540E-04 +5.134685E-02 +6.669875E-04 +3.652816E-02 +4.668408E-04 +1.119627E-02 +3.878397E-05 +4.292981E-02 +2.798468E-04 +4.161927E-02 +4.184919E-04 +5.059988E-02 +7.336064E-04 +4.541422E-02 +4.278059E-04 +3.795898E-02 +3.297070E-04 +6.269532E-02 +7.700721E-04 +4.603452E-02 +3.780993E-04 +8.870636E-02 +1.637259E-03 +2.576721E-02 +1.621345E-04 +7.359658E-02 +7.674411E-04 +4.636632E-02 +7.267198E-04 +5.436441E-02 +5.183976E-04 +6.165793E-02 +9.347822E-04 +7.065730E-02 +1.250823E-03 +6.244520E-02 +1.208833E-03 +4.813273E-02 +6.401104E-04 +3.911750E-02 +3.326125E-04 +5.856308E-02 +7.260394E-04 +8.950066E-02 +1.942242E-03 +9.426487E-02 +2.136409E-03 +8.291527E-02 +1.195871E-03 +6.694267E-02 +7.620921E-04 +1.350533E-01 +3.345625E-03 +1.187277E-01 +2.339216E-03 +5.248436E-02 +4.935470E-04 +5.323190E-02 +1.063341E-03 +1.808522E-02 +6.836480E-05 +8.052075E-02 +1.536510E-03 +8.220738E-02 +1.958724E-03 +9.079497E-02 +1.744502E-03 +9.699605E-02 +2.000523E-03 +5.448852E-02 +4.979212E-04 +8.043158E-02 +1.872135E-03 +2.987943E-02 +1.748045E-04 +1.120843E-01 +2.459923E-03 +7.419309E-02 +8.113077E-04 +2.397698E-02 +3.494956E-04 +2.334870E-02 +1.112729E-04 +2.718372E-02 +2.360267E-04 +3.688824E-02 +4.701581E-04 +6.576762E-02 +9.035325E-04 +2.813395E-02 +2.777421E-04 +1.447596E-02 +1.116308E-04 +4.146875E-02 +4.669515E-04 +6.727581E-02 +9.442634E-04 +3.568869E-02 +2.668723E-04 +5.916108E-02 +5.508393E-04 +5.128777E-02 +4.869854E-04 +1.925535E-02 +1.104499E-04 +4.020368E-02 +4.896324E-04 +6.334282E-03 +3.901388E-05 +1.563082E-02 +9.178687E-05 +2.525908E-02 +1.624086E-04 +2.352591E-02 +1.940824E-04 +3.144320E-02 +1.902275E-04 +2.344527E-02 +1.204687E-04 +3.576552E-02 +4.951788E-04 +4.283358E-02 +3.483216E-04 +2.917864E-02 +2.222284E-04 +1.557400E-02 +9.191367E-05 +1.594513E-02 +1.282050E-04 +1.619013E-02 +1.115031E-04 +1.358288E-02 +6.122717E-05 +4.371674E-02 +3.820423E-04 +2.059554E-02 +1.703615E-04 +4.792327E-02 +6.013497E-04 +3.000798E-02 +1.899494E-04 +2.909613E-02 +1.863394E-04 +4.031787E-02 +5.103770E-04 +3.875260E-02 +3.479323E-04 +4.099890E-02 +4.367132E-04 +2.861509E-02 +2.845082E-04 +1.630351E-02 +2.424689E-04 +1.225399E-02 +7.509686E-05 +2.427342E-02 +1.962611E-04 +9.461735E-03 +3.880928E-05 +2.341259E-02 +1.648776E-04 +1.763501E-02 +7.674466E-05 +2.613403E-02 +1.955051E-04 +6.082942E-02 +7.525195E-04 +2.106534E-02 +1.823492E-04 +3.614547E-02 +3.536752E-04 +1.404737E-02 +1.727019E-04 +1.492211E-02 +4.959828E-05 +8.893281E-03 +5.798071E-05 +2.044166E-02 +2.074033E-04 +5.138543E-03 +2.494490E-05 +7.646713E-03 +5.847221E-05 +3.126370E-02 +2.523063E-04 +1.827432E-02 +1.074668E-04 +1.822811E-02 +1.623024E-04 +6.841092E-03 +4.680054E-05 +1.598244E-02 +1.135245E-04 +1.505022E-02 +1.354512E-04 +7.634251E-04 +5.828179E-07 +9.397658E-03 +8.831597E-05 +9.681200E-03 +9.372564E-05 +3.639905E-03 +8.078212E-06 +9.561058E-03 +3.234261E-05 +3.003113E-02 +3.162205E-04 +1.263038E-02 +5.546731E-05 +2.485405E-02 +1.800319E-04 +3.806089E-02 +4.648487E-04 +3.568191E-02 +3.700256E-04 +1.747478E-02 +1.430825E-04 +3.928693E-02 +4.897446E-04 +8.093657E-03 +3.268178E-05 +3.519964E-02 +3.773368E-04 +4.618442E-02 +5.276528E-04 +3.898642E-02 +4.912582E-04 +1.059343E-02 +3.477204E-05 +2.563315E-02 +1.758621E-04 +2.936847E-02 +2.098477E-04 +1.673446E-02 +8.562785E-05 +3.775139E-02 +3.347058E-04 +3.536018E-02 +2.990727E-04 +4.042989E-02 +7.980276E-04 +2.625371E-02 +2.401691E-04 +2.434798E-02 +2.419922E-04 +1.784939E-02 +1.198069E-04 +4.114230E-02 +4.919061E-04 +4.785740E-02 +8.454772E-04 +3.970149E-02 +3.520395E-04 +4.190516E-02 +2.652107E-04 +3.964118E-02 +3.864734E-04 +8.546889E-02 +1.363267E-03 +5.037493E-02 +7.217084E-04 +4.480429E-02 +4.772578E-04 +1.943386E-02 +1.561822E-04 +3.397690E-02 +2.416958E-04 +7.820941E-02 +1.395669E-03 +3.694066E-02 +3.171320E-04 +5.034717E-02 +4.635835E-04 +2.918690E-02 +2.184287E-04 +8.098246E-02 +1.465202E-03 +3.112874E-02 +2.142456E-04 +5.011092E-02 +3.600019E-04 +4.933118E-02 +4.886665E-04 +1.226481E-02 +6.551651E-05 +2.865625E-02 +3.066025E-04 +3.593054E-02 +3.423755E-04 +3.681932E-02 +3.683509E-04 +3.970441E-02 +3.643322E-04 +4.667077E-02 +4.234488E-04 +4.391810E-02 +4.021892E-04 +2.980107E-02 +3.181705E-04 +4.817281E-02 +6.841214E-04 +2.456401E-02 +1.779433E-04 +5.725525E-02 +6.527333E-04 +6.294911E-02 +1.533808E-03 +5.736865E-02 +9.136507E-04 +5.341062E-02 +8.799781E-04 +2.684779E-02 +1.968991E-04 +3.562646E-02 +4.023153E-04 +3.220067E-02 +2.846327E-04 +5.343665E-02 +5.553043E-04 +6.448950E-03 +1.576101E-05 +4.195890E-03 +1.094779E-05 +3.853839E-02 +3.970202E-04 +2.194007E-02 +1.348809E-04 +2.690094E-02 +1.631564E-04 +4.718032E-02 +4.348125E-04 +1.331842E-02 +8.129830E-05 +2.606437E-02 +1.829753E-04 +4.051816E-02 +6.985786E-04 +9.040903E-03 +2.973433E-05 +4.073985E-02 +8.349828E-04 +3.429975E-02 +2.624115E-04 +2.392434E-02 +1.699708E-04 +1.257274E-02 +7.399745E-05 +8.996082E-03 +5.494419E-05 +1.916443E-02 +1.057500E-04 +1.366628E-02 +6.047834E-05 +2.518645E-02 +1.474894E-04 +2.868750E-02 +3.212518E-04 +2.657555E-02 +1.549834E-04 +2.545585E-02 +2.252963E-04 +3.109069E-02 +2.341915E-04 +3.291968E-02 +4.644291E-04 +2.628319E-02 +2.871312E-04 +2.990693E-02 +2.723682E-04 +4.388320E-02 +7.696542E-04 +2.951289E-02 +1.923866E-04 +2.397937E-02 +1.806764E-04 +3.167597E-02 +2.912591E-04 +3.091587E-02 +1.816934E-04 +3.598651E-02 +4.114957E-04 +2.805501E-02 +4.101304E-04 +3.520311E-02 +2.447893E-04 +3.644276E-02 +4.067513E-04 +2.054645E-02 +2.167297E-04 +4.009725E-02 +5.484601E-04 +0.000000E+00 +0.000000E+00 +1.006960E-02 +5.644684E-05 +1.672083E-02 +1.315846E-04 +2.068424E-02 +2.111144E-04 +1.453654E-02 +5.804974E-05 +2.501873E-02 +1.943864E-04 +8.810208E-03 +7.761976E-05 +1.601578E-02 +1.028718E-04 +4.570182E-03 +1.494576E-05 +2.418755E-03 +5.850374E-06 +1.687330E-02 +1.048431E-04 +2.703035E-02 +2.204766E-04 +7.038313E-03 +4.953785E-05 +0.000000E+00 +0.000000E+00 +2.259597E-02 +2.135013E-04 +1.438716E-02 +7.210037E-05 +0.000000E+00 +0.000000E+00 +2.045154E-02 +2.310210E-04 +7.450609E-04 +5.551158E-07 +1.668612E-02 +8.990380E-05 +0.000000E+00 +0.000000E+00 +5.138731E-03 +2.640655E-05 +2.289258E-02 +1.501391E-04 +3.299869E-02 +3.135547E-04 +3.827208E-02 +4.418017E-04 +7.284004E-03 +5.305671E-05 +3.951423E-02 +6.304166E-04 +1.102113E-02 +6.013832E-05 +4.453928E-02 +3.786441E-04 +3.053476E-02 +2.749911E-04 +9.384062E-03 +4.455100E-05 +6.621547E-04 +4.384489E-07 +1.823250E-02 +1.131079E-04 +7.903637E-03 +4.576457E-05 +1.607227E-02 +1.254072E-04 +0.000000E+00 +0.000000E+00 +1.267127E-02 +1.007203E-04 +2.649809E-02 +1.717121E-04 +2.320211E-02 +1.449679E-04 +1.723875E-02 +8.896530E-05 +1.741620E-02 +9.236436E-05 +4.582328E-02 +6.655194E-04 +1.856703E-02 +1.400901E-04 +3.625972E-02 +3.515025E-04 +1.486091E-02 +1.090031E-04 +8.272889E-03 +3.281811E-05 +1.492479E-02 +1.174488E-04 +0.000000E+00 +0.000000E+00 +3.854526E-02 +9.195952E-04 +1.892131E-02 +1.658690E-04 +2.779835E-02 +1.417310E-04 +2.304008E-02 +1.075682E-04 +2.676192E-02 +3.045812E-04 +2.335634E-02 +1.156989E-04 +3.680576E-02 +6.282914E-04 +2.529868E-02 +3.185991E-04 +5.228171E-03 +1.302666E-05 +1.594961E-02 +1.286234E-04 +2.805254E-02 +4.619954E-04 +3.820526E-03 +4.966127E-06 +2.312155E-02 +2.091733E-04 +2.274493E-02 +1.408218E-04 +2.244906E-02 +1.083577E-04 +3.906255E-02 +4.772138E-04 +2.411583E-02 +1.661892E-04 +1.829767E-02 +1.266025E-04 +2.061083E-02 +1.513886E-04 +3.498378E-02 +5.866438E-04 +1.904893E-02 +1.223207E-04 +2.227100E-02 +1.196154E-04 +5.058287E-02 +4.328595E-04 +3.285111E-02 +2.391818E-04 +3.727056E-02 +5.810018E-04 +3.006439E-02 +2.751549E-04 +1.790713E-02 +9.423785E-05 +1.241305E-02 +5.184504E-05 +3.803365E-02 +5.139981E-04 +3.558892E-02 +6.920607E-04 +1.234180E-03 +7.699759E-07 +1.957910E-02 +2.756900E-04 +6.350764E-03 +2.200956E-05 +1.353444E-02 +8.268620E-05 +1.402018E-02 +9.269106E-05 +1.545128E-02 +6.387480E-05 +1.099713E-02 +6.946111E-05 +1.828869E-02 +1.863694E-04 +9.967087E-03 +3.774410E-05 +5.822051E-04 +1.733170E-07 +6.252262E-03 +2.041705E-05 +1.451010E-02 +1.984017E-04 +1.304714E-02 +9.405530E-05 +1.894730E-02 +1.230829E-04 +1.072120E-02 +8.701528E-05 +1.236380E-02 +5.461463E-05 +1.587315E-02 +1.374339E-04 +9.681044E-03 +5.806625E-05 +2.928555E-02 +1.944127E-04 +1.817694E-02 +1.380149E-04 +4.672756E-02 +5.083624E-04 +3.672211E-02 +5.019495E-04 +7.169283E-03 +3.977934E-05 +6.557185E-02 +1.224587E-03 +2.513587E-02 +3.401805E-04 +2.297214E-02 +2.101070E-04 +3.404725E-02 +5.613166E-04 +9.419749E-03 +8.873166E-05 +1.625708E-02 +2.642926E-04 +1.833540E-03 +1.499345E-06 +1.167080E-02 +8.939450E-05 +1.092096E-02 +4.097819E-05 +2.091597E-02 +1.594397E-04 +1.749079E-02 +1.218486E-04 +3.152477E-02 +2.652565E-04 +3.077666E-02 +2.897743E-04 +1.780001E-02 +1.586871E-04 +1.077362E-02 +4.388951E-05 +1.678751E-02 +1.099309E-04 +3.580723E-02 +5.695193E-04 +1.279742E-02 +1.037741E-04 +2.726667E-02 +3.091825E-04 +6.615742E-04 +4.376805E-07 +2.857916E-03 +8.167684E-06 +4.772233E-03 +5.854078E-06 +1.211897E-03 +1.325223E-06 +0.000000E+00 +0.000000E+00 +2.421510E-02 +1.596184E-04 +0.000000E+00 +0.000000E+00 +5.825040E-03 +3.393109E-05 +1.315238E-02 +1.729852E-04 +6.485662E-03 +3.196724E-05 +3.634072E-02 +8.008531E-04 +1.540657E-02 +8.598545E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.653590E-03 +3.196308E-05 +1.425145E-02 +1.077568E-04 +5.480482E-04 +3.003568E-07 +4.977429E-03 +2.222959E-05 +0.000000E+00 +0.000000E+00 +1.465098E-02 +1.565887E-04 +8.544486E-03 +7.300825E-05 +0.000000E+00 +0.000000E+00 +7.780460E-03 +3.670273E-05 +9.943552E-03 +5.210590E-05 +9.146636E-03 +8.250756E-05 +3.508939E-03 +7.851886E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.178900E-02 +9.069155E-05 +0.000000E+00 +0.000000E+00 +1.594897E-02 +1.262392E-04 +8.282688E-03 +2.470198E-05 +0.000000E+00 +0.000000E+00 +6.670223E-03 +3.155812E-05 +0.000000E+00 +0.000000E+00 +1.470642E-02 +9.624327E-05 +6.936032E-03 +3.605345E-05 +7.789894E-03 +4.325013E-05 +2.090607E-02 +1.815995E-04 +9.433822E-03 +8.899700E-05 +3.603888E-02 +5.987499E-04 +8.059910E-03 +3.743577E-05 +7.242572E-03 +3.434904E-05 +1.340632E-02 +6.492943E-05 +7.688505E-03 +3.089307E-05 +5.243993E-03 +1.506824E-05 +1.179460E-02 +4.758427E-05 +1.362276E-02 +1.759643E-04 +1.027137E-02 +5.766938E-05 +0.000000E+00 +0.000000E+00 +1.638951E-02 +1.646637E-04 +3.059955E-03 +9.363328E-06 +0.000000E+00 +0.000000E+00 +3.337559E-03 +6.247169E-06 +1.286924E-02 +8.613946E-05 +1.725477E-02 +2.538654E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.295296E-03 +6.881193E-05 +7.743752E-03 +5.996569E-05 +1.940259E-02 +1.007904E-04 +2.929307E-02 +2.618539E-04 +2.155945E-02 +1.120225E-04 +2.095722E-02 +1.592114E-04 +3.631668E-03 +7.552293E-06 +8.786836E-03 +2.944253E-05 +1.781701E-02 +1.405504E-04 +2.128807E-02 +1.242189E-04 +1.415452E-02 +8.955826E-05 +2.702300E-02 +2.087280E-04 +2.844712E-02 +2.045278E-04 +1.719724E-02 +9.237040E-05 +7.821323E-03 +2.269861E-05 +9.796047E-04 +9.596253E-07 +1.770065E-02 +9.598234E-05 +1.419077E-02 +1.597900E-04 +1.590518E-02 +1.374046E-04 +2.541711E-02 +2.156367E-04 +6.375012E-03 +4.064078E-05 +1.379036E-03 +1.901740E-06 +7.086888E-03 +2.169100E-05 +1.001565E-02 +6.249233E-05 +3.335210E-02 +5.232108E-04 +3.186286E-02 +3.488122E-04 +1.123884E-02 +1.263114E-04 +0.000000E+00 +0.000000E+00 +2.168400E-03 +4.701957E-06 +8.392712E-03 +5.274430E-05 +2.361423E-03 +5.576319E-06 +0.000000E+00 +0.000000E+00 +6.806865E-04 +4.633341E-07 +7.165317E-03 +4.382346E-05 +3.835796E-03 +1.471333E-05 +3.663444E-03 +8.935137E-06 +4.949635E-03 +8.669824E-06 +4.512195E-03 +1.025562E-05 +1.373459E-02 +7.347108E-05 +2.003569E-02 +2.153490E-04 +6.979703E-03 +1.828270E-05 +6.873522E-03 +4.724531E-05 +1.095220E-02 +6.343339E-05 +8.090902E-03 +4.759838E-05 +9.777355E-03 +5.290412E-05 +1.177954E-02 +5.898726E-05 +3.629858E-03 +6.683707E-06 +1.286672E-02 +6.402495E-05 +1.244234E-03 +1.548118E-06 +1.329259E-02 +1.766930E-04 +1.195260E-02 +8.365537E-05 +6.404186E-03 +4.101360E-05 +2.744375E-03 +2.927043E-06 +4.900651E-02 +8.491776E-04 +2.157633E-03 +4.655382E-06 +1.383020E-02 +1.210563E-04 +1.761143E-02 +1.183063E-04 +2.291995E-02 +1.884927E-04 +5.300967E-03 +2.810025E-05 +1.274169E-02 +8.361387E-05 +1.496312E-02 +1.057039E-04 +2.175704E-02 +4.575026E-04 +8.040105E-03 +4.686634E-05 +1.529506E-02 +1.996006E-04 +0.000000E+00 +0.000000E+00 +6.967829E-03 +4.855065E-05 +1.251807E-02 +1.177813E-04 +7.373264E-03 +2.818905E-05 +8.393904E-03 +2.776148E-05 +8.376369E-03 +3.634168E-05 +2.155222E-02 +3.288360E-04 +1.026610E-02 +5.399541E-05 +2.251948E-02 +2.427132E-04 +5.457642E-03 +1.762700E-05 +1.200374E-02 +9.659071E-05 +6.985747E-03 +4.880066E-05 +8.484351E-03 +7.198421E-05 +0.000000E+00 +0.000000E+00 +4.021131E-03 +8.358895E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.284736E-03 +2.792844E-05 +1.500607E-02 +1.000365E-04 +2.257384E-03 +5.095784E-06 +1.567587E-02 +1.230045E-04 +3.197927E-03 +1.022674E-05 +1.293750E-03 +1.673789E-06 +7.126229E-04 +5.078314E-07 +0.000000E+00 +0.000000E+00 +1.013917E-02 +5.470525E-05 +9.798711E-03 +6.152612E-05 +1.363063E-02 +1.224244E-04 +1.800877E-02 +1.624374E-04 +1.266096E-02 +1.602998E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.836207E-03 +2.338889E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.488376E-03 +6.192015E-06 +2.685415E-03 +6.043682E-06 +1.834703E-03 +3.366136E-06 +1.283426E-02 +8.629591E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.524856E-03 +1.242461E-05 +0.000000E+00 +0.000000E+00 +5.902142E-03 +1.845313E-05 +9.954263E-03 +5.171761E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.044446E-03 +2.401286E-05 +7.233761E-03 +5.232729E-05 +0.000000E+00 +0.000000E+00 +9.178345E-03 +4.074715E-05 +7.023242E-03 +4.932593E-05 +0.000000E+00 +0.000000E+00 +1.817255E-02 +1.142662E-04 +3.983108E-03 +8.626941E-06 +8.628345E-03 +4.357498E-05 +2.129559E-02 +2.796530E-04 +2.901614E-02 +6.196109E-04 +1.397656E-02 +9.772371E-05 +7.029190E-03 +4.048730E-05 +1.208079E-03 +1.459456E-06 +1.153217E-02 +1.329910E-04 +0.000000E+00 +0.000000E+00 +9.587063E-04 +9.191178E-07 +4.238275E-04 +1.796298E-07 +1.522529E-02 +1.653632E-04 +9.594076E-03 +6.998088E-05 +2.066312E-02 +2.193983E-04 +8.563627E-03 +4.152216E-05 +1.770980E-03 +1.860964E-06 +1.385273E-02 +1.270392E-04 +0.000000E+00 +0.000000E+00 +5.119944E-03 +2.621382E-05 +3.233470E-03 +7.135889E-06 +1.114294E-03 +1.241651E-06 +1.170498E-02 +1.370065E-04 +1.077960E-02 +6.814226E-05 +2.801902E-04 +7.850658E-08 +7.928273E-04 +6.285751E-07 +1.398413E-03 +1.955559E-06 +2.051267E-02 +1.645602E-04 +0.000000E+00 +0.000000E+00 +3.718245E-03 +1.382535E-05 +3.076625E-03 +9.465622E-06 +1.695842E-02 +1.043459E-04 +8.783949E-03 +7.715777E-05 +1.919911E-03 +3.686057E-06 +9.151892E-03 +8.375712E-05 +1.262248E-02 +1.593270E-04 +1.067701E-02 +1.139985E-04 +8.449738E-03 +7.139807E-05 +1.410083E-03 +1.988334E-06 +1.143086E-02 +6.056881E-05 +5.454369E-03 +2.975014E-05 +8.135747E-03 +5.471495E-05 +0.000000E+00 +0.000000E+00 +1.052704E-02 +6.258578E-05 +7.342230E-03 +5.068396E-05 +1.196618E-02 +1.431896E-04 +1.160836E-02 +7.922977E-05 +6.216350E-03 +2.354063E-05 +1.557278E-02 +1.411269E-04 +0.000000E+00 +0.000000E+00 +1.408503E-02 +8.710556E-05 +6.627169E-03 +2.493774E-05 +5.755185E-03 +3.312215E-05 +6.448076E-03 +1.720372E-05 +2.034277E-02 +2.500061E-04 +5.906891E-03 +3.489136E-05 +5.801955E-03 +3.366268E-05 +0.000000E+00 +0.000000E+00 +1.029275E-02 +8.837382E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.404292E-03 +2.920637E-05 +2.325733E-03 +5.409035E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.761905E-04 +7.677097E-07 +0.000000E+00 +0.000000E+00 +7.026370E-03 +4.936988E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.600314E-02 +1.328419E-04 +9.666240E-03 +5.039225E-05 +0.000000E+00 +0.000000E+00 +1.066067E-02 +8.192223E-05 +8.711832E-03 +3.806321E-05 +1.196974E-03 +1.432748E-06 +7.124201E-03 +5.075424E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.979492E-03 +6.367230E-05 +0.000000E+00 +0.000000E+00 +2.022542E-02 +2.497769E-04 +0.000000E+00 +0.000000E+00 +4.690215E-03 +2.199812E-05 +6.968828E-04 +4.856457E-07 +8.409873E-03 +5.773284E-05 +2.246759E-03 +3.186569E-06 +1.579764E-03 +2.495655E-06 +1.211625E-02 +5.376999E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.699867E-02 +2.889546E-04 +2.162011E-03 +4.674291E-06 +1.126453E-02 +1.268896E-04 +6.730554E-04 +4.530036E-07 +1.189434E-02 +1.414753E-04 +7.794605E-03 +3.052198E-05 +5.387360E-03 +2.640970E-05 +9.304456E-03 +3.962975E-05 +6.983203E-03 +4.806739E-05 +2.515055E-02 +2.829657E-04 +1.430006E-02 +1.040887E-04 +1.509271E-02 +8.126629E-05 +1.639475E-02 +1.295692E-04 +3.807525E-02 +4.347606E-04 +1.355379E-02 +8.347127E-05 +1.208942E-02 +6.730148E-05 +2.957940E-02 +2.403533E-04 +2.710374E-02 +2.400793E-04 +4.541911E-03 +2.062895E-05 +1.477858E-03 +1.319077E-06 +1.239878E-02 +1.537298E-04 +1.519066E-02 +1.447191E-04 +2.619177E-02 +2.196591E-04 +2.168512E-02 +1.477827E-04 +7.770909E-03 +3.644535E-05 +2.725416E-02 +3.279636E-04 +1.071458E-02 +1.034718E-04 +7.552700E-03 +5.704327E-05 +2.454912E-02 +4.723798E-04 +1.498788E-02 +1.282662E-04 +6.025892E-03 +2.823857E-05 +5.448567E-03 +1.538203E-05 +2.430355E-02 +1.865728E-04 +3.669701E-03 +7.837421E-06 +9.557347E-03 +4.805344E-05 +1.750947E-02 +1.390921E-04 +3.404678E-03 +1.159183E-05 +5.318667E-03 +2.083564E-05 +1.100601E-02 +4.078100E-05 +1.709114E-02 +1.125552E-04 +2.291252E-02 +1.843692E-04 +1.500297E-02 +1.260977E-04 +2.428380E-02 +3.048369E-04 +5.065643E-03 +1.422269E-05 +1.557851E-02 +2.313717E-04 +1.086500E-02 +8.966650E-05 +3.529783E-02 +3.580806E-04 +1.395630E-02 +8.249699E-05 +1.418996E-02 +7.467627E-05 +3.055201E-02 +3.837973E-04 +5.664747E-03 +1.604907E-05 +1.020113E-02 +1.040630E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.408468E-02 +8.161438E-05 +1.889420E-03 +1.945707E-06 +6.342422E-03 +3.409183E-05 +7.508366E-03 +5.637557E-05 +2.438842E-03 +5.947950E-06 +3.709581E-03 +9.186792E-06 +5.354205E-03 +2.866751E-05 +2.097903E-03 +4.401196E-06 +3.508221E-03 +6.259049E-06 +1.534726E-02 +1.286674E-04 +7.013054E-03 +2.590543E-05 +6.566552E-03 +4.311960E-05 +8.573991E-03 +7.351333E-05 +4.253216E-03 +1.808985E-05 +0.000000E+00 +0.000000E+00 +1.206495E-02 +1.455631E-04 +1.610947E-02 +1.842824E-04 +9.443634E-03 +6.410618E-05 +1.100272E-02 +1.210598E-04 +1.049306E-02 +8.109711E-05 +1.150544E-02 +5.834669E-05 +2.321145E-02 +2.127083E-04 +5.899079E-03 +3.479914E-05 +1.221176E-02 +1.056014E-04 +1.066967E-02 +6.040060E-05 +2.664236E-03 +7.098154E-06 +1.517868E-03 +2.303922E-06 +0.000000E+00 +0.000000E+00 +5.733188E-03 +3.286945E-05 +1.340804E-02 +1.070049E-04 +4.814286E-03 +1.742399E-05 +2.296823E-03 +2.958493E-06 +7.112243E-03 +1.988859E-05 +6.614183E-03 +2.320273E-05 +1.723590E-03 +1.560765E-06 +1.412658E-03 +1.995604E-06 +8.723372E-03 +7.609721E-05 +5.998562E-03 +3.598274E-05 +3.806229E-03 +8.206393E-06 +0.000000E+00 +0.000000E+00 +2.475668E-02 +1.920974E-04 +7.765074E-03 +3.936021E-05 +5.843438E-03 +3.414577E-05 +4.869211E-05 +2.370921E-09 +1.198666E-02 +7.202826E-05 +8.206192E-03 +4.223720E-05 +1.749883E-02 +1.043987E-04 +2.454618E-03 +6.025150E-06 +6.737926E-03 +4.539965E-05 +0.000000E+00 +0.000000E+00 +5.574255E-03 +3.107232E-05 +0.000000E+00 +0.000000E+00 +2.601160E-02 +4.079259E-04 +1.001455E-02 +5.211946E-05 +0.000000E+00 +0.000000E+00 +6.119201E-03 +3.744462E-05 +7.775588E-03 +6.045977E-05 +6.182349E-03 +3.822144E-05 +7.035474E-03 +4.949790E-05 +1.297306E-02 +9.034883E-05 +9.163372E-03 +3.754013E-05 +2.951348E-02 +3.908226E-04 +1.704589E-03 +2.905625E-06 +2.551925E-02 +1.771490E-04 +8.807150E-03 +3.954034E-05 +8.528910E-03 +2.473898E-05 +2.013770E-02 +2.028730E-04 +2.431658E-02 +2.606137E-04 +1.701318E-02 +1.056343E-04 +1.917717E-02 +3.677637E-04 +1.126508E-02 +6.345287E-05 +1.109686E-02 +5.308753E-05 +2.209634E-02 +1.609739E-04 +3.500303E-02 +2.942354E-04 +2.545472E-02 +1.438117E-04 +1.558140E-02 +6.678915E-05 +2.588523E-02 +3.597966E-04 +2.772477E-02 +1.687595E-04 +8.597590E-02 +1.442102E-03 +1.957719E-02 +1.591695E-04 +1.808015E-02 +1.291561E-04 +1.412961E-02 +7.069220E-05 +1.319410E-02 +4.370863E-05 +1.873045E-02 +1.570989E-04 +1.676503E-02 +9.983202E-05 +2.872015E-02 +2.547099E-04 +6.514489E-02 +1.857897E-03 +4.079538E-02 +7.315042E-04 +2.905944E-02 +3.921763E-04 +2.285092E-02 +2.097080E-04 +2.041293E-02 +1.450067E-04 +1.056053E-02 +5.689166E-05 +1.739983E-02 +9.856803E-05 +2.267787E-02 +1.045449E-04 +3.592881E-02 +4.107639E-04 +2.452380E-02 +1.865806E-04 +2.280101E-02 +2.695793E-04 +2.287780E-02 +1.951845E-04 +3.175605E-03 +5.283772E-06 +4.872617E-02 +4.591127E-04 +4.445653E-02 +3.904315E-04 +1.495929E-02 +5.768283E-05 +7.436098E-04 +5.529555E-07 +1.685267E-02 +1.327802E-04 +3.808139E-02 +3.766277E-04 +2.819616E-02 +2.941170E-04 +4.198791E-02 +4.954264E-04 +2.271856E-02 +1.538300E-04 +1.879540E-04 +3.532669E-08 +3.649440E-02 +3.228246E-04 +1.523495E-02 +1.224131E-04 +2.520393E-02 +1.225534E-04 +1.112492E-02 +4.190807E-05 +2.390988E-02 +1.381657E-04 +6.243401E-02 +8.340820E-04 +4.778018E-02 +4.408204E-04 +2.386386E-02 +1.822952E-04 +3.380699E-02 +2.103928E-04 +7.653735E-03 +2.929705E-05 +1.382645E-02 +9.495584E-05 +1.642423E-02 +1.506683E-04 +1.886750E-02 +1.128983E-04 +1.163747E-02 +6.960829E-05 +9.386978E-03 +4.736730E-05 +2.166454E-02 +1.442646E-04 +1.958495E-02 +1.038336E-04 +2.281063E-02 +2.180907E-04 +3.345008E-02 +2.904555E-04 +9.883587E-03 +5.022635E-05 +1.384734E-02 +1.515814E-04 +3.618392E-03 +1.309276E-05 +0.000000E+00 +0.000000E+00 +9.361550E-04 +8.763862E-07 +2.658883E-03 +7.069661E-06 +1.618479E-03 +2.273516E-06 +4.641715E-03 +2.154552E-05 +9.506716E-03 +9.037764E-05 +5.989426E-03 +1.910062E-05 +6.052735E-03 +3.663560E-05 +4.220483E-03 +1.035840E-05 +1.735855E-02 +8.797930E-05 +2.413022E-02 +1.683605E-04 +9.477990E-03 +5.826152E-05 +4.279222E-03 +1.455860E-05 +2.136843E-02 +1.649453E-04 +1.859026E-02 +1.498915E-04 +1.845654E-02 +1.260258E-04 +3.399460E-03 +1.155633E-05 +2.688341E-02 +1.881976E-04 +3.720652E-02 +5.443609E-04 +1.492143E-02 +1.123528E-04 +1.059536E-02 +5.492408E-05 +1.232182E-02 +1.518271E-04 +4.724293E-03 +2.231894E-05 +3.038362E-02 +3.375864E-04 +1.250185E-02 +6.225166E-05 +3.210561E-02 +4.626572E-04 +1.992106E-02 +2.633126E-04 +7.339901E-03 +3.653674E-05 +1.671955E-03 +2.795434E-06 +2.839757E-02 +2.802092E-04 +4.618680E-02 +5.461882E-04 +9.744914E-03 +6.440016E-05 +2.071783E-02 +1.702245E-04 +2.404628E-03 +5.782235E-06 +4.613130E-03 +2.128097E-05 +1.573932E-03 +2.477263E-06 +3.943853E-03 +1.555398E-05 +3.138111E-03 +4.262786E-06 +2.707028E-03 +7.328001E-06 +3.213647E-03 +1.032753E-05 +0.000000E+00 +0.000000E+00 +1.009872E-02 +3.628521E-05 +1.198786E-02 +1.155105E-04 +2.681468E-03 +7.190270E-06 +1.438333E-02 +2.068801E-04 +2.854565E-02 +2.182532E-04 +3.818416E-02 +4.294407E-04 +5.028873E-03 +2.528957E-05 +1.139121E-02 +3.307597E-05 +1.058917E-02 +4.177087E-05 +4.411013E-03 +1.000308E-05 +2.450816E-02 +1.493585E-04 +1.854178E-02 +2.501936E-04 +9.205455E-04 +8.474040E-07 +8.803151E-03 +6.445959E-05 +2.298045E-02 +3.021587E-04 +1.470534E-02 +1.086248E-04 +1.050319E-02 +3.063591E-05 +1.894981E-02 +1.902104E-04 +8.966113E-03 +5.586773E-05 +3.519325E-02 +2.401566E-04 +1.191814E-02 +5.637299E-05 +1.721150E-02 +1.493621E-04 +3.240263E-02 +3.840327E-04 +7.133516E-02 +1.523071E-03 +3.634438E-02 +2.827052E-04 +4.504316E-02 +5.816762E-04 +8.124974E-02 +1.438056E-03 +3.134772E-02 +4.070492E-04 +4.437612E-02 +4.331499E-04 +2.623837E-02 +2.970597E-04 +3.235382E-02 +3.472997E-04 +2.010723E-02 +1.337761E-04 +2.696066E-02 +1.263574E-04 +4.473590E-02 +4.666780E-04 +6.374483E-02 +9.025716E-04 +4.335481E-02 +9.810388E-04 +4.681966E-02 +5.368308E-04 +8.825067E-02 +1.494394E-03 +8.749557E-03 +6.547995E-05 +1.093017E-01 +2.540927E-03 +1.507116E-02 +1.173369E-04 +3.381124E-02 +2.584980E-04 +1.489944E-02 +8.648629E-05 +3.002212E-02 +2.876302E-04 +4.512354E-02 +5.758539E-04 +2.091349E-02 +2.273220E-04 +2.484092E-02 +2.596260E-04 +3.019272E-02 +2.593253E-04 +5.478714E-02 +5.897545E-04 +1.456038E-02 +7.607668E-05 +4.047299E-02 +5.377916E-04 +1.079076E-02 +8.183772E-05 +3.524927E-02 +5.571219E-04 +2.485289E-02 +2.124961E-04 +1.662722E-02 +9.411211E-05 +1.399451E-02 +8.092424E-05 +1.588856E-02 +9.641075E-05 +2.518597E-02 +1.958625E-04 +3.676657E-02 +3.221415E-04 +1.899457E-02 +2.183703E-04 +3.445788E-02 +3.903884E-04 +4.478982E-02 +3.727986E-04 +3.084568E-02 +2.808109E-04 +4.315483E-02 +4.293165E-04 +3.464848E-02 +3.404966E-04 +3.377510E-02 +2.117871E-04 +1.558400E-02 +1.292462E-04 +2.466982E-02 +2.435446E-04 +4.357439E-02 +4.491571E-04 +4.265788E-02 +5.492841E-04 +1.991240E-02 +8.924804E-05 +2.754843E-02 +1.724363E-04 +4.973581E-02 +7.615967E-04 +3.305712E-02 +2.215888E-04 +3.296344E-02 +3.033872E-04 +4.876232E-02 +6.654660E-04 +4.202905E-03 +5.836055E-06 +3.704923E-02 +2.337856E-04 +9.972855E-03 +5.008702E-05 +1.095478E-02 +5.595149E-05 +4.640185E-02 +5.547536E-04 +2.098988E-02 +9.228013E-05 +3.237604E-02 +3.833575E-04 +4.130397E-02 +3.080964E-04 +6.119636E-02 +6.558072E-04 +2.612385E-02 +1.815337E-04 +2.189866E-02 +1.566731E-04 +4.035564E-02 +3.468439E-04 +1.128788E-02 +7.695802E-05 +2.980257E-03 +8.881933E-06 +2.213505E-02 +1.161380E-04 +1.070180E-02 +3.012451E-05 +2.478003E-02 +2.192279E-04 +1.746982E-02 +6.238531E-05 +1.448638E-02 +5.760862E-05 +1.864603E-02 +1.589695E-04 +1.274915E-02 +8.165788E-05 +1.580833E-02 +9.561913E-05 +2.540122E-02 +1.825935E-04 +2.142664E-02 +1.983430E-04 +1.788711E-02 +7.317859E-05 +9.558936E-03 +4.936767E-05 +3.094931E-02 +1.825919E-04 +2.665838E-02 +2.814563E-04 +3.426567E-02 +3.197172E-04 +2.927495E-02 +2.691013E-04 +1.998235E-02 +1.477143E-04 +2.699040E-03 +7.284817E-06 +1.183439E-02 +9.624682E-05 +1.265405E-02 +8.099052E-05 +2.004406E-02 +2.221473E-04 +1.319298E-02 +6.182959E-05 +3.384558E-02 +3.647778E-04 +9.072660E-03 +2.425368E-05 +8.759874E-03 +3.849055E-05 +1.764296E-02 +1.677054E-04 +1.417916E-02 +1.065158E-04 +3.168911E-03 +1.004200E-05 +8.184519E-03 +3.459399E-05 +1.276964E-02 +9.530713E-05 +1.664138E-02 +1.709886E-04 +1.959095E-02 +2.058614E-04 +2.060326E-03 +4.244942E-06 +1.754737E-02 +1.623468E-04 +2.916613E-02 +1.680741E-04 +1.939475E-02 +2.861249E-04 +2.714845E-02 +2.410709E-04 +2.860244E-02 +5.705310E-04 +4.881032E-02 +1.069293E-03 +2.119659E-02 +1.123654E-04 +3.352746E-02 +2.592453E-04 +4.144481E-02 +3.188491E-04 +2.005128E-02 +1.660506E-04 +2.184835E-02 +1.167399E-04 +3.068576E-02 +3.239464E-04 +4.075731E-02 +3.697661E-04 +9.805223E-02 +1.590844E-03 +4.823250E-02 +4.121799E-04 +4.705847E-02 +3.954903E-04 +3.416844E-02 +2.293937E-04 +2.484945E-02 +1.366676E-04 +3.851799E-02 +3.005796E-04 +7.628964E-02 +8.862745E-04 +3.190042E-02 +2.742485E-04 +3.543656E-02 +2.145610E-04 +7.714829E-02 +1.050559E-03 +4.982438E-02 +7.794596E-04 +5.849010E-02 +1.090734E-03 +5.429586E-02 +6.160027E-04 +4.153141E-02 +3.099909E-04 +3.437074E-02 +3.495316E-04 +9.745216E-02 +1.582718E-03 +6.767375E-02 +9.116671E-04 +4.550708E-02 +6.812262E-04 +9.789847E-02 +1.103965E-03 +9.092506E-02 +1.483080E-03 +7.147283E-02 +7.542986E-04 +1.356250E-01 +2.603399E-03 +1.061211E-01 +3.563695E-03 +7.314427E-02 +1.468361E-03 +4.541001E-02 +4.596041E-04 +3.822886E-02 +3.267264E-04 +5.332865E-02 +7.277966E-04 +5.024969E-02 +7.012115E-04 +6.975118E-02 +1.611678E-03 +6.782247E-02 +1.673638E-03 +8.429835E-02 +1.808175E-03 +6.414146E-02 +7.859078E-04 +4.492973E-02 +4.885248E-04 +1.022001E-01 +1.628001E-03 +3.802475E-02 +3.622264E-04 +5.191848E-02 +1.003096E-03 +2.929530E-02 +1.955523E-04 +6.286867E-02 +6.197873E-04 +4.455152E-02 +5.103463E-04 +8.438969E-02 +1.194894E-03 +1.011395E-01 +1.581252E-03 +6.804806E-02 +1.191518E-03 +8.345732E-02 +9.844970E-04 +3.900436E-02 +3.311222E-04 +1.015084E-01 +1.365847E-03 +1.018191E-01 +1.462636E-03 +7.125613E-02 +1.127315E-03 +1.001150E-01 +2.253179E-03 +5.640642E-02 +6.521455E-04 +4.476784E-02 +4.032530E-04 +3.277747E-02 +2.525284E-04 +6.832375E-02 +8.193810E-04 +9.228287E-02 +1.917857E-03 +6.705173E-02 +1.078557E-03 +6.756922E-02 +1.055598E-03 +4.643763E-02 +4.234170E-04 +1.263043E-01 +2.794559E-03 +7.776220E-02 +8.730855E-04 +4.498011E-02 +3.116822E-04 +6.244492E-02 +6.729781E-04 +1.337979E-03 +1.007812E-06 +1.274360E-02 +6.280485E-05 +4.349406E-02 +3.800346E-04 +1.679865E-02 +8.329015E-05 +3.845459E-02 +4.837056E-04 +4.864375E-02 +4.673873E-04 +4.021850E-03 +1.617528E-05 +1.461097E-02 +4.702964E-05 +4.150471E-02 +9.466899E-04 +3.335012E-02 +3.182220E-04 +9.217563E-03 +3.827120E-05 +1.560777E-02 +5.193550E-05 +1.102413E-02 +6.343440E-05 +2.145606E-02 +3.037505E-04 +2.456345E-02 +2.254530E-04 +2.264123E-02 +1.450839E-04 +4.226589E-03 +1.357267E-05 +3.489472E-02 +3.565930E-04 +1.061159E-02 +4.164919E-05 +1.669601E-02 +8.119673E-05 +2.628861E-02 +2.238585E-04 +2.103218E-02 +1.408664E-04 +2.621021E-02 +1.985977E-04 +3.524187E-02 +3.139723E-04 +2.506245E-02 +4.114001E-04 +8.576068E-03 +7.354895E-05 +3.668059E-02 +1.036463E-03 +1.007113E-02 +3.953589E-05 +3.009650E-02 +2.405226E-04 +2.169757E-02 +1.499900E-04 +1.228991E-02 +1.361136E-04 +3.230062E-02 +6.143436E-04 +7.665939E-03 +3.005183E-05 +7.922015E-03 +6.275832E-05 +2.506659E-02 +4.857665E-04 +2.781687E-02 +6.365094E-04 +0.000000E+00 +0.000000E+00 +5.095100E-05 +2.596004E-09 +2.308776E-02 +3.130609E-04 +1.132026E-02 +6.099072E-05 +7.650390E-03 +5.804983E-05 +3.138284E-02 +8.351205E-04 +2.066024E-03 +4.268456E-06 +8.384718E-03 +4.570069E-05 +0.000000E+00 +0.000000E+00 +1.501551E-03 +2.254656E-06 +2.926915E-02 +6.146314E-04 +8.649629E-03 +7.481608E-05 +3.253102E-02 +2.358868E-04 +6.693636E-02 +1.205299E-03 +2.007336E-02 +1.117124E-04 +3.908961E-02 +3.177355E-04 +1.039184E-01 +1.912678E-03 +1.167506E-01 +2.091410E-03 +1.184923E-01 +2.888871E-03 +9.791664E+00 +9.644206E+00 +5.902790E-02 +1.426956E-03 +1.408732E-01 +2.791902E-03 +1.350786E-01 +2.763822E-03 +2.560077E-01 +1.003880E-02 +4.640931E-02 +4.002896E-04 +6.037707E-02 +1.038666E-03 +8.162525E-02 +1.073524E-03 +6.577275E-02 +8.152337E-04 +1.059233E-01 +1.777446E-03 +1.400880E-01 +3.156420E-03 +1.171968E-01 +2.290260E-03 +1.183043E-01 +1.605858E-03 +1.402788E-01 +3.076378E-03 +1.163707E+01 +1.362671E+01 +1.539232E-01 +3.377138E-03 +3.774743E-01 +1.770810E-02 +6.972513E-02 +7.017459E-04 +1.259564E-01 +2.625245E-03 +8.570867E-02 +1.421211E-03 +1.132958E-01 +2.440134E-03 +1.928892E-01 +6.343613E-03 +1.746826E-01 +5.158270E-03 +1.470729E-01 +3.104743E-03 +1.531469E-01 +3.756733E-03 +1.707269E-01 +4.423254E-03 +1.427012E+01 +2.044040E+01 +2.051975E-01 +1.098526E-02 +7.379305E-01 +7.065084E-02 +9.829036E-02 +1.295203E-03 +1.191611E-01 +2.039591E-03 +8.929114E-02 +1.442130E-03 +1.195737E-01 +2.883959E-03 +1.692923E-01 +4.492377E-03 +1.193690E-01 +3.450144E-03 +1.552195E-01 +3.643212E-03 +1.527280E-01 +3.232989E-03 +2.493842E-01 +7.464930E-03 +1.658946E+01 +2.757371E+01 +1.493979E-01 +3.298936E-03 +5.929150E-01 +4.445956E-02 +5.340229E-02 +5.478071E-04 +9.325973E-02 +1.549980E-03 +1.120512E-01 +2.053142E-03 +7.759790E-02 +8.845842E-04 +1.287233E-01 +2.258086E-03 +1.816997E-01 +5.119056E-03 +1.298111E-01 +2.181346E-03 +1.174983E-01 +2.113366E-03 +2.149810E-01 +6.687802E-03 +1.904152E+01 +3.627114E+01 +2.107893E-01 +5.918512E-03 +5.062187E-01 +2.901612E-02 +3.247676E-02 +4.689767E-04 +8.741639E-02 +1.156666E-03 +7.616606E-02 +8.064005E-04 +6.842192E-02 +1.116659E-03 +1.249644E-01 +2.269853E-03 +1.052721E-01 +1.778690E-03 +8.692399E-02 +1.541980E-03 +4.313418E-02 +3.699676E-04 +1.039055E-01 +1.977801E-03 +1.398251E-01 +4.224108E-03 +8.354322E-02 +9.532147E-04 +8.662464E-02 +1.443144E-03 +9.389214E-02 +1.334832E-03 +4.937138E-02 +4.270718E-04 +5.522980E-03 +1.539395E-05 +3.328372E-02 +3.473583E-04 +7.069762E-02 +9.580682E-04 +3.496185E-02 +2.871044E-04 +4.849120E-02 +5.406566E-04 +1.202588E-02 +8.026576E-05 +5.521373E-02 +6.916401E-04 +3.280407E-02 +4.839436E-04 +3.664804E-02 +4.322843E-04 +3.527808E-02 +3.177705E-04 +6.266287E-02 +8.513953E-04 +3.571254E-02 +3.519222E-04 +1.291888E-02 +4.648769E-05 +1.670522E-02 +1.790731E-04 +3.217960E-02 +2.629951E-04 +1.816926E-02 +8.115138E-05 +3.477744E-02 +5.176011E-04 +2.821933E-02 +3.632624E-04 +1.216270E-02 +5.459128E-05 +1.482132E-02 +8.269959E-05 +1.807519E-02 +2.418076E-04 +9.810285E-03 +3.661648E-05 +0.000000E+00 +0.000000E+00 +1.956373E-03 +3.282175E-06 +1.364273E-02 +8.623108E-05 +1.313013E-02 +9.626654E-05 +7.657783E-03 +2.274134E-05 +2.439631E-02 +1.874260E-04 +0.000000E+00 +0.000000E+00 +7.447285E-03 +5.546205E-05 +1.283318E-03 +1.388862E-06 +9.775091E-03 +4.284692E-05 +1.778712E-02 +1.335593E-04 +3.864632E-02 +4.726097E-04 +8.255889E-03 +6.815971E-05 +1.226929E-02 +1.505354E-04 +0.000000E+00 +0.000000E+00 +9.490086E-03 +9.006173E-05 +0.000000E+00 +0.000000E+00 +6.394324E-03 +4.088738E-05 +7.118392E-04 +5.067151E-07 +7.311247E-03 +3.432381E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.030046E-03 +3.477118E-05 +2.232785E-02 +2.499810E-04 +1.064073E-01 +1.453191E-03 +4.762546E-02 +4.977777E-04 +1.263572E-01 +2.390999E-03 +2.921116E-01 +1.196964E-02 +7.811477E-02 +1.018844E-03 +1.544764E-01 +3.718947E-03 +5.612908E-02 +1.389718E-03 +7.783491E-02 +1.258818E-03 +8.830421E-02 +1.397794E-03 +5.638231E-02 +5.753968E-04 +1.856196E-01 +4.353834E-03 +9.737272E-02 +1.172684E-03 +8.601170E-02 +1.415101E-03 +3.691797E-02 +3.291773E-04 +1.895757E-01 +5.976689E-03 +3.051292E-01 +1.303874E-02 +7.459308E-02 +1.102168E-03 +1.468242E-01 +2.424993E-03 +9.791850E-02 +2.908073E-03 +1.904592E-01 +4.370857E-03 +5.516095E-02 +6.169141E-04 +5.993476E-02 +6.862959E-04 +3.549021E-01 +1.491366E-02 +1.092074E-01 +1.842085E-03 +6.600182E-02 +7.233618E-04 +6.626169E-02 +6.346848E-04 +2.058352E-01 +6.678026E-03 +4.049978E-01 +2.049690E-02 +7.341919E-02 +9.865932E-04 +1.876825E-01 +4.068405E-03 +1.012372E-01 +1.937294E-03 +2.731402E-01 +9.808703E-03 +9.782816E-02 +1.824387E-03 +1.227085E-01 +2.053743E-03 +5.329167E-01 +3.341037E-02 +1.732614E-01 +3.557406E-03 +1.621580E-01 +3.177581E-03 +8.975329E-02 +1.717267E-03 +2.391201E-01 +6.898595E-03 +5.908549E-01 +4.612822E-02 +1.559148E-01 +3.703868E-03 +2.665468E-01 +9.721545E-03 +1.217437E-01 +2.505072E-03 +1.976570E-01 +5.257022E-03 +1.224702E-01 +2.053208E-03 +5.499571E-02 +4.798966E-04 +5.655135E-01 +3.849155E-02 +1.751175E-01 +3.523871E-03 +1.179755E-01 +1.790401E-03 +6.364684E-02 +1.026745E-03 +1.549296E-01 +3.363634E-03 +5.490237E-01 +3.332249E-02 +6.124454E-02 +5.891564E-04 +1.437413E-01 +2.735876E-03 +8.019270E-02 +1.436106E-03 +1.795540E-01 +6.947164E-03 +3.684521E-02 +2.895657E-04 +7.627423E-02 +9.070781E-04 +3.115505E-01 +1.386714E-02 +1.600029E-01 +2.968109E-03 +7.325808E-02 +1.014951E-03 +6.354206E-02 +5.763327E-04 +1.024062E-01 +2.233308E-03 +1.219193E-01 +2.386028E-03 +7.021877E-02 +1.083958E-03 +1.664646E-01 +4.051352E-03 +5.726586E-02 +8.009155E-04 +7.275387E-02 +7.935794E-04 +3.664974E-02 +6.355578E-04 +8.884394E-02 +2.339954E-03 +7.697261E-02 +1.917414E-03 +1.159888E-01 +3.499340E-03 +2.105138E-02 +2.038041E-04 +1.605121E-02 +2.189280E-04 +8.983590E-02 +1.842113E-03 +5.745024E-02 +9.025241E-04 +1.166198E-02 +5.615966E-05 +1.107986E-01 +2.210194E-03 +4.258259E-02 +5.103648E-04 +1.162724E-02 +6.417590E-05 +1.856551E-02 +1.162333E-04 +2.821221E-02 +3.036927E-04 +4.262653E-02 +5.553089E-04 +4.781013E-02 +4.102364E-04 +1.429205E-02 +9.683071E-05 +2.103619E-02 +1.989745E-04 +2.932540E-02 +3.574349E-04 +6.694793E-03 +2.545450E-05 +3.741562E-02 +3.703048E-04 +2.014578E-02 +3.651803E-04 +9.237210E-03 +8.532605E-05 +1.555783E-02 +9.042108E-05 +2.876391E-02 +3.190686E-04 +2.052348E-02 +1.275439E-04 +2.607929E-02 +2.983585E-04 +1.475819E-02 +7.495155E-05 +1.600325E-02 +8.026855E-05 +2.866098E-02 +2.108333E-04 +3.653245E-03 +9.215293E-06 +2.186849E-02 +2.085985E-04 +5.977687E-03 +3.573275E-05 +4.903411E-03 +1.724047E-05 +1.032912E-02 +4.616361E-05 +7.116486E-04 +5.064437E-07 +2.566902E-02 +2.320008E-04 +5.074665E-02 +8.638433E-04 +8.474664E-03 +7.181993E-05 +2.017147E-02 +1.641884E-04 +1.108863E-03 +1.229578E-06 +1.868056E-03 +3.489634E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.980679E-02 +2.242704E-04 +0.000000E+00 +0.000000E+00 +1.165323E-02 +1.150840E-04 +4.618717E-03 +2.133255E-05 +4.532277E-03 +1.504431E-05 +1.167742E-02 +1.363620E-04 +4.649390E-03 +2.161683E-05 +1.114177E-03 +1.241391E-06 +2.023876E-02 +1.832693E-04 +2.413647E-02 +4.934878E-04 +5.553942E-02 +6.511942E-04 +5.217018E-02 +5.406765E-04 +3.310926E-02 +3.973485E-04 +6.672531E-02 +1.915185E-03 +1.467066E-02 +1.778968E-04 +1.789698E-02 +7.833965E-05 +6.716828E-02 +1.075243E-03 +2.199800E-02 +1.486073E-04 +3.692618E-02 +7.366325E-04 +4.553089E-02 +4.968988E-04 +1.976097E-02 +1.166462E-04 +2.276552E-02 +3.040581E-04 +2.260425E-02 +1.133462E-04 +4.110056E-02 +3.721966E-04 +4.816209E-02 +6.008617E-04 +5.274583E-02 +6.983979E-04 +3.086024E-02 +2.131071E-04 +5.765886E-02 +1.018002E-03 +4.642578E-02 +5.319665E-04 +1.085921E-02 +4.016299E-05 +6.674857E-02 +8.074379E-04 +3.565494E-02 +3.720725E-04 +9.299057E-02 +1.506807E-03 +4.176039E-02 +4.321911E-04 +7.512058E-02 +9.183876E-04 +7.028581E-02 +6.913796E-04 +4.644570E-02 +4.023368E-04 +4.871418E-02 +4.585379E-04 +2.365685E-02 +1.532548E-04 +7.252533E-02 +1.477246E-03 +2.833178E-02 +2.282051E-04 +3.216276E-02 +1.915730E-04 +8.968838E-02 +1.588912E-03 +9.464028E-02 +1.216684E-03 +4.497154E-02 +4.586595E-04 +3.088747E-02 +2.141011E-04 +7.627442E-02 +9.976938E-04 +7.323286E-02 +8.623257E-04 +3.399570E-02 +3.151545E-04 +4.762798E-02 +5.978569E-04 +3.508311E-02 +3.426925E-04 +6.542507E-02 +1.031542E-03 +6.133515E-02 +7.302479E-04 +6.012872E-02 +7.140273E-04 +6.347743E-02 +1.164966E-03 +7.520148E-02 +1.428854E-03 +3.201582E-02 +3.975435E-04 +2.646065E-02 +1.793969E-04 +5.135131E-02 +5.574089E-04 +8.996303E-02 +1.202674E-03 +5.798241E-02 +8.907920E-04 +6.367253E-02 +9.055157E-04 +3.435163E-02 +2.665366E-04 +5.956599E-02 +6.265020E-04 +2.989583E-02 +2.705604E-04 +7.534771E-03 +3.136130E-05 +5.056279E-02 +5.935850E-04 +5.739209E-02 +9.373395E-04 +2.955266E-02 +3.015147E-04 +2.457408E-02 +2.070694E-04 +2.192602E-02 +1.299003E-04 +5.254996E-02 +6.866114E-04 +4.600737E-02 +5.142229E-04 +4.730138E-02 +3.108259E-04 +3.303230E-02 +4.006732E-04 +4.989257E-02 +8.011597E-04 +4.638726E-02 +5.860506E-04 +5.134062E-02 +8.004492E-04 +1.668999E-02 +1.441926E-04 +6.763493E-02 +1.512039E-03 +3.621672E-02 +3.249650E-04 +3.663392E-02 +3.540786E-04 +2.595211E-02 +1.796773E-04 +2.964804E-02 +2.338811E-04 +4.535162E-02 +1.199166E-03 +2.661778E-02 +1.490512E-04 +2.566168E-02 +1.716618E-04 +4.202858E-02 +6.176868E-04 +5.361379E-02 +1.359689E-03 +4.581224E-02 +5.838673E-04 +6.705724E-02 +1.260879E-03 +2.242026E-02 +1.678790E-04 +1.147608E-02 +6.871657E-05 +2.313534E-02 +3.214367E-04 +3.244720E-02 +2.838247E-04 +2.273051E-02 +1.976692E-04 +3.366492E-02 +1.959486E-04 +2.389763E-02 +1.551042E-04 +4.474003E-03 +2.001670E-05 +3.689775E-02 +5.383217E-04 +1.611928E-02 +1.052629E-04 +2.214415E-02 +1.325295E-04 +3.269178E-03 +5.932375E-06 +2.563536E-02 +2.359009E-04 +3.342272E-02 +3.055709E-04 +1.220884E-02 +6.157723E-05 +2.305249E-02 +2.229292E-04 +2.006499E-02 +2.177531E-04 +1.449465E-02 +9.411915E-05 +2.110382E-02 +1.108711E-04 +2.463742E-02 +1.753572E-04 +1.712403E-02 +1.472525E-04 +4.249665E-02 +5.663543E-04 +6.744146E-03 +2.475608E-05 +1.032062E-02 +4.397628E-05 +1.205071E-02 +8.408091E-05 +1.278896E-02 +8.183967E-05 +1.230729E-02 +5.599286E-05 +5.577849E-03 +1.681141E-05 +5.436033E-03 +2.955046E-05 +2.283832E-02 +1.598863E-04 +1.080372E-02 +6.341864E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.140459E-03 +1.990173E-05 +0.000000E+00 +0.000000E+00 +5.027656E-03 +2.527732E-05 +1.579196E-02 +1.379413E-04 +4.727982E-02 +5.749476E-04 +9.595020E-03 +4.652713E-05 +2.075364E-02 +1.632372E-04 +2.417350E-02 +2.193849E-04 +1.256003E-02 +6.557540E-05 +2.153813E-02 +2.389609E-04 +1.546971E-02 +1.085696E-04 +1.225248E-02 +1.155435E-04 +4.143214E-03 +1.307927E-05 +1.521459E-02 +1.198460E-04 +3.270141E-02 +3.202811E-04 +2.789130E-02 +2.191358E-04 +1.584529E-02 +1.231146E-04 +1.389800E-02 +9.900390E-05 +2.150272E-02 +2.300960E-04 +1.546321E-02 +1.273460E-04 +1.063326E-02 +7.889834E-05 +1.411913E-02 +9.970736E-05 +1.357522E-02 +5.323936E-05 +2.390778E-02 +1.790010E-04 +1.463527E-02 +9.150546E-05 +1.007247E-02 +4.799368E-05 +1.414950E-02 +8.207419E-05 +2.147350E-03 +4.611114E-06 +4.815868E-02 +7.457422E-04 +5.684683E-02 +9.366515E-04 +3.913132E-02 +2.570069E-04 +2.359413E-02 +1.102588E-04 +4.054810E-02 +4.561835E-04 +4.726341E-02 +5.026817E-04 +3.248369E-02 +2.517757E-04 +1.113032E-02 +4.068145E-05 +3.276750E-02 +2.256169E-04 +6.157819E-03 +2.889553E-05 +2.021077E-02 +9.521481E-05 +7.197112E-03 +3.210826E-05 +3.865154E-02 +5.643262E-04 +4.781761E-02 +5.827696E-04 +4.902481E-02 +7.352806E-04 +3.712818E-02 +3.550976E-04 +2.431186E-02 +1.209698E-04 +1.383179E-02 +5.984275E-05 +5.063061E-02 +5.689805E-04 +8.583786E-02 +1.561259E-03 +6.783961E-02 +9.609053E-04 +3.396763E-02 +2.701136E-04 +5.669342E-02 +7.366188E-04 +3.866252E-02 +5.492686E-04 +9.255724E-03 +3.632939E-05 +4.559277E-02 +7.904428E-04 +3.580866E-02 +3.898853E-04 +1.402226E-02 +1.966239E-04 +3.956227E-02 +4.326691E-04 +1.930896E-02 +1.301440E-04 +1.009701E-02 +1.019496E-04 +2.006233E-02 +1.922238E-04 +2.657854E-02 +1.878450E-04 +1.000291E-02 +6.801795E-05 +3.620178E-02 +3.564685E-04 +2.813271E-02 +2.693404E-04 +2.019143E-02 +1.577157E-04 +3.773420E-02 +4.158744E-04 +2.655767E-02 +1.728290E-04 +6.033487E-02 +1.000144E-03 +2.625705E-02 +2.161197E-04 +2.388911E-02 +1.443932E-04 +3.262505E-02 +2.211682E-04 +1.793315E-02 +8.176949E-05 +2.796657E-02 +3.448221E-04 +1.450889E-02 +8.467323E-05 +2.774879E-02 +4.481245E-04 +2.863025E-02 +3.278427E-04 +4.120971E-02 +1.582036E-03 +4.608178E-03 +1.222071E-05 +2.293428E-02 +2.867695E-04 +1.743647E-02 +2.053961E-04 +6.508210E-03 +1.729795E-05 +2.251841E-03 +5.070788E-06 +3.325511E-02 +5.871337E-04 +2.510735E-02 +2.961966E-04 +7.848804E-03 +6.160373E-05 +7.056121E-03 +4.658933E-05 +1.386660E-02 +9.787405E-05 +4.951959E-05 +2.452189E-09 +1.669674E-03 +2.787812E-06 +1.059687E-02 +5.837084E-05 +5.442982E-04 +2.962605E-07 +1.146726E-02 +5.265683E-05 +1.368294E-02 +1.406173E-04 +7.970767E-03 +5.607888E-05 +9.486518E-03 +8.999402E-05 +1.166424E-02 +8.498591E-05 +3.140926E-02 +3.022368E-04 +3.025323E-02 +3.562762E-04 +1.220913E-02 +1.490629E-04 +2.205468E-02 +2.239313E-04 +2.243572E-02 +1.498569E-04 +2.231764E-02 +1.735783E-04 +2.776562E-02 +3.181200E-04 +0.000000E+00 +0.000000E+00 +1.887679E-02 +1.340070E-04 +2.512881E-02 +2.338877E-04 +6.949093E-03 +1.806644E-05 +1.444776E-02 +1.694111E-04 +4.386332E-02 +6.968521E-04 +1.110394E-02 +5.112978E-05 +2.790852E-03 +7.788858E-06 +2.086407E-02 +1.651470E-04 +1.556630E-02 +2.423096E-04 +1.859859E-02 +2.099501E-04 +1.928316E-02 +1.873622E-04 +1.590388E-03 +2.529335E-06 +6.346278E-03 +2.623516E-05 +5.628127E-03 +1.407959E-05 +9.166843E-03 +8.403102E-05 +0.000000E+00 +0.000000E+00 +8.938428E-03 +4.745253E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.959989E-03 +8.761533E-06 +1.031100E-02 +5.197528E-05 +6.914979E-03 +1.784385E-05 +1.321955E-02 +7.182261E-05 +1.284214E-02 +8.644762E-05 +1.520162E-02 +1.770707E-04 +1.601215E-02 +1.140477E-04 +1.907271E-03 +2.759324E-06 +2.551731E-04 +6.511330E-08 +9.691308E-03 +3.856652E-05 +8.967251E-03 +8.041159E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.325086E-02 +1.008694E-04 +1.401774E-02 +1.779791E-04 +2.308357E-02 +2.677753E-04 +3.529604E-03 +9.889560E-06 +2.149119E-03 +4.618711E-06 +5.390615E-03 +2.367485E-05 +9.442619E-03 +6.146896E-05 +7.080252E-03 +5.012997E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.133027E-03 +1.708191E-05 +2.163879E-03 +2.942604E-06 +2.010387E-02 +3.351789E-04 +7.288219E-03 +3.260091E-05 +1.446306E-02 +5.698313E-05 +1.712345E-03 +2.932126E-06 +1.168216E-02 +8.666145E-05 +6.068130E-04 +3.682221E-07 +1.053364E-02 +5.262813E-05 +0.000000E+00 +0.000000E+00 +5.863808E-03 +2.371477E-05 +3.287338E-03 +8.555950E-06 +1.402142E-02 +1.966002E-04 +6.241914E-03 +3.896150E-05 +4.451532E-02 +4.178708E-04 +3.062840E-02 +3.211229E-04 +3.931824E-02 +2.698131E-04 +3.234169E-02 +2.579969E-04 +2.568083E-02 +2.062274E-04 +2.753427E-02 +4.394935E-04 +3.037095E-02 +3.778323E-04 +2.525902E-02 +3.247255E-04 +1.200299E-02 +6.160192E-05 +9.378488E-03 +4.366049E-05 +3.197705E-02 +3.737983E-04 +3.476844E-02 +3.848173E-04 +2.061590E-02 +2.717866E-04 +1.421936E-02 +7.335649E-05 +2.581990E-02 +1.944738E-04 +6.782118E-03 +2.361410E-05 +7.942482E-03 +6.308303E-05 +1.475424E-02 +1.769112E-04 +1.300536E-02 +8.346305E-05 +5.794896E-03 +3.358082E-05 +2.157708E-02 +3.279379E-04 +4.371743E-03 +1.416415E-05 +3.412704E-03 +5.853607E-06 +1.986063E-02 +2.852176E-04 +1.616856E-02 +9.312537E-05 +9.634219E-03 +4.011063E-05 +1.931858E-02 +1.729781E-04 +1.244624E-02 +5.449328E-05 +1.853078E-02 +1.203572E-04 +8.570117E-03 +6.893297E-05 +4.026100E-03 +1.620948E-05 +7.040307E-03 +2.602252E-05 +8.031387E-03 +2.911056E-05 +0.000000E+00 +0.000000E+00 +9.464771E-03 +8.958189E-05 +3.812067E-03 +1.453186E-05 +6.881124E-05 +4.734987E-09 +0.000000E+00 +0.000000E+00 +3.503575E-05 +1.227504E-09 +1.443653E-02 +1.164041E-04 +0.000000E+00 +0.000000E+00 +1.143555E-02 +1.307719E-04 +1.186198E-02 +1.281596E-04 +8.189323E-03 +3.225197E-05 +0.000000E+00 +0.000000E+00 +1.216911E-02 +6.689852E-05 +1.231512E-02 +7.367605E-05 +6.614530E-03 +2.536805E-05 +1.531444E-02 +1.064355E-04 +1.631704E-02 +1.274341E-04 +1.760086E-02 +1.083889E-04 +3.584547E-03 +1.206013E-05 +2.362659E-02 +3.176608E-04 +1.848492E-03 +3.214674E-06 +2.287989E-03 +5.234896E-06 +1.032948E-02 +4.534729E-05 +9.358682E-03 +3.296894E-05 +3.779882E-03 +7.369770E-06 +8.799215E-03 +5.733919E-05 +1.946552E-02 +1.766905E-04 +5.916253E-03 +1.770099E-05 +0.000000E+00 +0.000000E+00 +2.843685E-02 +4.252322E-04 +3.059807E-02 +3.116650E-04 +0.000000E+00 +0.000000E+00 +9.649222E-03 +4.284613E-05 +1.016826E-02 +8.030169E-05 +2.133284E-02 +1.737640E-04 +0.000000E+00 +0.000000E+00 +4.470434E-03 +1.998478E-05 +1.096295E-02 +1.201862E-04 +0.000000E+00 +0.000000E+00 +2.455869E-02 +2.258165E-04 +1.490322E-02 +1.953525E-04 +1.951913E-02 +1.219931E-04 +4.391374E-04 +1.928417E-07 +1.266511E-02 +5.142326E-05 +1.126408E-02 +4.593318E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.151652E-03 +4.382158E-05 +1.556199E-03 +2.421755E-06 +1.144646E-02 +1.310213E-04 +5.938660E-03 +2.974461E-05 +2.004819E-03 +4.019300E-06 +1.935898E-03 +3.747701E-06 +9.427543E-03 +4.978450E-05 +6.560448E-04 +2.278357E-07 +2.624027E-03 +3.772307E-06 +1.839571E-02 +1.670178E-04 +0.000000E+00 +0.000000E+00 +7.656102E-03 +5.619000E-05 +4.539661E-03 +2.060852E-05 +7.409685E-03 +5.490344E-05 +6.326659E-03 +4.002662E-05 +8.837295E-03 +4.064053E-05 +0.000000E+00 +0.000000E+00 +8.011625E-03 +4.430013E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.325480E-02 +9.800542E-05 +2.748818E-02 +3.102841E-04 +8.021882E-03 +6.435059E-05 +6.131104E-03 +3.759044E-05 +2.984928E-03 +8.909795E-06 +1.273570E-02 +1.505229E-04 +7.053387E-03 +4.975027E-05 +8.858466E-03 +6.053219E-05 +9.102464E-04 +8.285484E-07 +0.000000E+00 +0.000000E+00 +4.774044E-04 +2.279149E-07 +9.349047E-05 +8.740468E-09 +2.903298E-04 +8.429141E-08 +7.298798E-03 +4.604124E-05 +9.148611E-03 +8.369708E-05 +3.998031E-03 +1.137307E-05 +3.002233E-03 +9.013406E-06 +2.081809E-03 +3.687844E-06 +1.315917E-02 +1.374373E-04 +1.243187E-02 +8.726235E-05 +1.221050E-02 +7.138802E-05 +2.558004E-02 +2.730202E-04 +1.362529E-02 +9.894521E-05 +2.404039E-02 +4.625126E-04 +0.000000E+00 +0.000000E+00 +1.379856E-02 +1.829754E-04 +1.701340E-02 +1.011163E-04 +4.456038E-02 +7.625113E-04 +1.719308E-02 +1.043125E-04 +1.459805E-02 +1.097942E-04 +1.355375E-02 +1.117312E-04 +6.296874E-04 +3.965062E-07 +2.185053E-02 +1.642182E-04 +1.535967E-02 +8.056626E-05 +1.782187E-02 +9.930779E-05 +4.188421E-03 +1.053094E-05 +4.848800E-03 +1.187079E-05 +1.029393E-02 +4.716777E-05 +6.712552E-03 +4.505836E-05 +9.905897E-04 +9.812679E-07 +8.093346E-03 +3.781933E-05 +0.000000E+00 +0.000000E+00 +3.378280E-03 +1.141277E-05 +4.225440E-04 +1.785435E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.271927E-03 +9.798689E-06 +3.243856E-03 +1.052260E-05 +1.666518E-02 +2.252644E-04 +1.254146E-02 +6.891237E-05 +1.247474E-02 +1.556191E-04 +3.844947E-04 +1.174982E-07 +6.801407E-03 +4.625913E-05 +6.452346E-03 +4.163277E-05 +4.912338E-03 +1.448383E-05 +1.595920E-02 +1.338177E-04 +1.876409E-02 +1.788520E-04 +2.817810E-02 +3.249163E-04 +9.554927E-03 +3.885417E-05 +1.527929E-02 +1.069899E-04 +5.603131E-03 +3.139508E-05 +4.747740E-05 +2.254103E-09 +0.000000E+00 +0.000000E+00 +2.100586E-02 +4.412460E-04 +2.067401E-03 +4.274147E-06 +3.127500E-03 +9.781255E-06 +1.817964E-02 +1.918585E-04 +2.351124E-02 +3.904760E-04 +5.294905E-03 +1.985652E-05 +0.000000E+00 +0.000000E+00 +7.131608E-03 +4.277400E-05 +1.127210E-02 +4.865323E-05 +6.613224E-03 +4.373473E-05 +2.377211E-03 +5.651134E-06 +1.417741E-02 +1.077707E-04 +2.826290E-02 +3.011219E-04 +2.359916E-03 +5.569202E-06 +0.000000E+00 +0.000000E+00 +3.005986E-03 +5.158217E-06 +0.000000E+00 +0.000000E+00 +7.049127E-03 +4.969019E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.266141E-03 +5.135393E-06 +1.454860E-02 +2.116617E-04 +5.453295E-03 +2.973842E-05 +5.765158E-04 +3.323704E-07 +6.925588E-03 +4.796377E-05 +1.362653E-02 +1.856824E-04 +2.102460E-02 +1.587629E-04 +0.000000E+00 +0.000000E+00 +9.823332E-03 +9.649785E-05 +2.515893E-03 +6.329717E-06 +7.831009E-03 +6.132471E-05 +7.828610E-03 +3.230576E-05 +6.906672E-03 +4.770212E-05 +2.871139E-03 +8.243442E-06 +6.757449E-03 +3.435655E-05 +0.000000E+00 +0.000000E+00 +2.826693E-03 +7.990194E-06 +3.973541E-03 +1.578902E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +9.177370E-04 +8.422412E-07 +6.949591E-03 +4.829681E-05 +8.835698E-03 +4.296115E-05 +1.171217E-02 +5.065426E-05 +1.777521E-02 +1.587930E-04 +0.000000E+00 +0.000000E+00 +1.245335E-02 +8.263672E-05 +4.920031E-03 +1.533555E-05 +0.000000E+00 +0.000000E+00 +5.350626E-03 +2.390955E-05 +0.000000E+00 +0.000000E+00 +1.124582E-02 +1.264684E-04 +0.000000E+00 +0.000000E+00 +4.523702E-03 +1.024405E-05 +4.392923E-03 +1.929777E-05 +1.403478E-02 +9.321631E-05 +2.106756E-02 +1.394814E-04 +7.495743E-03 +2.947874E-05 +1.851717E-02 +1.761665E-04 +1.153407E-02 +8.797930E-05 +4.817058E-03 +2.320404E-05 +2.732229E-02 +1.977678E-04 +5.494569E-03 +2.430235E-05 +5.252594E-03 +2.430669E-05 +1.338858E-02 +9.917359E-05 +3.658379E-03 +9.044311E-06 +4.905883E-03 +1.217276E-05 +3.116518E-03 +5.319892E-06 +2.817987E-03 +7.941049E-06 +1.688178E-03 +2.849946E-06 +2.481415E-02 +1.860938E-04 +1.601135E-03 +2.401649E-06 +1.348593E-03 +1.177898E-06 +6.740488E-04 +4.543417E-07 +3.039905E-02 +2.244669E-04 +1.723975E-02 +1.369217E-04 +1.514522E-02 +7.502525E-05 +1.432547E-02 +1.430678E-04 +1.417615E-02 +6.722778E-05 +5.064036E-03 +2.564446E-05 +4.653758E-03 +2.165747E-05 +6.743246E-03 +2.350210E-05 +0.000000E+00 +0.000000E+00 +2.443022E-02 +1.886975E-04 +1.320067E-02 +6.270092E-05 +1.050294E-02 +1.103118E-04 +5.485906E-03 +1.298365E-05 +2.367044E-02 +2.049496E-04 +1.179224E-02 +5.213283E-05 +1.108876E-02 +4.429579E-05 +8.638280E-03 +3.232257E-05 +3.607207E-04 +1.301194E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.959126E-03 +4.574640E-05 +5.595225E-04 +3.130654E-07 +1.579011E-02 +9.323976E-05 +8.359431E-03 +5.562135E-05 +8.250905E-04 +6.807744E-07 +1.611323E-03 +2.196013E-06 +1.904648E-02 +2.266044E-04 +4.476995E-03 +1.376668E-05 +5.222037E-03 +2.400004E-05 +1.319328E-02 +9.746737E-05 +8.929829E-03 +3.736621E-05 +2.247969E-02 +2.230736E-04 +2.107131E-02 +2.226658E-04 +5.710704E-03 +3.261214E-05 +1.641419E-02 +1.254770E-04 +2.752918E-02 +1.688264E-04 +2.315865E-02 +2.688562E-04 +3.829295E-03 +9.268277E-06 +2.566131E-03 +6.585030E-06 +2.896063E-03 +8.387180E-06 +6.842790E-03 +2.915324E-05 +1.245233E-03 +1.550605E-06 +1.142618E-02 +1.305576E-04 +0.000000E+00 +0.000000E+00 +2.409162E-04 +5.804062E-08 +1.718188E-02 +2.045371E-04 +9.889590E-03 +6.415080E-05 +2.150256E-02 +1.711950E-04 +1.395186E-04 +1.946543E-08 +5.038803E-03 +7.502017E-06 +1.152096E-03 +1.327326E-06 +3.463579E-03 +1.199638E-05 +5.158379E-03 +2.660887E-05 +4.512665E-03 +1.295229E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.460399E-02 +1.630912E-04 +5.297946E-03 +2.806823E-05 +1.948759E-02 +1.580527E-04 +1.230559E-02 +7.620875E-05 +4.171152E-03 +1.739851E-05 +3.407015E-03 +5.880416E-06 +4.765586E-03 +2.271081E-05 +9.821351E-04 +9.276150E-07 +1.168491E-02 +1.365371E-04 +3.544697E-03 +1.256488E-05 +9.957527E-03 +5.276838E-05 +1.896013E-02 +1.870526E-04 +6.965902E-03 +4.852379E-05 +2.694997E-03 +7.263010E-06 +7.614549E-03 +5.731223E-05 +5.924118E-04 +3.509518E-07 +1.896590E-02 +1.812369E-04 +2.244390E-02 +2.548807E-04 +0.000000E+00 +0.000000E+00 +2.454437E-03 +6.024259E-06 +2.415362E-03 +5.833974E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.809853E-02 +4.178059E-04 +3.549252E-02 +5.356335E-04 +4.745333E-03 +1.346916E-05 +0.000000E+00 +0.000000E+00 +5.177368E-03 +2.680514E-05 +2.376897E-03 +5.649640E-06 +1.473746E-02 +8.551015E-05 +5.504308E-03 +1.706214E-05 +7.261032E-03 +2.636217E-05 +1.391156E-02 +1.795304E-04 +2.252976E-03 +5.075902E-06 +3.417717E-03 +6.195411E-06 +4.267066E-02 +3.978266E-04 +2.005344E-02 +1.179928E-04 +3.314750E-02 +2.147088E-04 +9.107139E-04 +4.688003E-07 +3.569520E-03 +1.274147E-05 +1.608413E-02 +1.602490E-04 +3.029936E-03 +9.180510E-06 +0.000000E+00 +0.000000E+00 +1.612239E-02 +8.728064E-05 +2.402293E-02 +4.401670E-04 +8.353943E-04 +6.978836E-07 +1.088629E-02 +6.300627E-05 +6.570928E-03 +4.072648E-05 +1.503256E-02 +2.259777E-04 +3.379143E-03 +5.954489E-06 +2.499119E-02 +1.284902E-04 +1.409969E-02 +1.002661E-04 +1.488305E-02 +1.139436E-04 +4.303571E-02 +4.292732E-04 +1.871775E-02 +1.082710E-04 +1.172657E-02 +5.475499E-05 +1.242120E-02 +5.354270E-05 +5.771176E-03 +2.764292E-05 +8.298983E-03 +3.598847E-05 +6.383163E-03 +4.074477E-05 +8.234977E-03 +3.717547E-05 +0.000000E+00 +0.000000E+00 +1.183694E-03 +7.229235E-07 +1.754345E-02 +1.176287E-04 +7.937956E-03 +6.301115E-05 +2.069949E-02 +1.914866E-04 +9.747997E-03 +2.552206E-05 +8.656570E-03 +3.401891E-05 +2.151093E-02 +9.973624E-05 +3.473791E-02 +3.831268E-04 +9.342336E-03 +1.881997E-05 +1.902501E-02 +1.892553E-04 +4.828931E-02 +5.720537E-04 +5.528932E-03 +1.537224E-05 +1.295819E-02 +1.625802E-04 +1.415933E-02 +7.390460E-05 +1.705675E-02 +1.462853E-04 +6.374759E-04 +3.885276E-07 +2.129774E-02 +1.973232E-04 +1.565963E-02 +8.396736E-05 +2.370896E-02 +2.166199E-04 +1.346270E-02 +5.780006E-05 +3.030209E-02 +3.835140E-04 +1.172748E-02 +5.992895E-05 +2.283652E-02 +1.342038E-04 +6.130671E-03 +2.347917E-05 +4.205663E-02 +4.546714E-04 +1.365560E-02 +1.864754E-04 +2.041488E-02 +1.846766E-04 +3.094833E-02 +2.560054E-04 +2.686185E-02 +3.417786E-04 +1.995676E-02 +9.980376E-05 +3.598448E-02 +2.822903E-04 +2.192829E-02 +1.287898E-04 +2.325062E-02 +1.296065E-04 +1.671099E-02 +1.408291E-04 +7.040142E-03 +2.478181E-05 +2.207583E-02 +1.839636E-04 +4.260097E-02 +5.084933E-04 +1.918528E-02 +1.245723E-04 +2.027596E-02 +1.163800E-04 +4.377473E-03 +9.623753E-06 +8.593862E-03 +4.446775E-05 +6.686452E-03 +1.976008E-05 +7.602843E-03 +5.780322E-05 +7.333562E-03 +2.294875E-05 +2.598294E-02 +2.882756E-04 +1.659811E-02 +8.552426E-05 +1.023078E-02 +2.797118E-05 +2.449889E-02 +1.801565E-04 +1.858288E-03 +3.453234E-06 +2.542270E-02 +2.582644E-04 +8.875947E-03 +2.592387E-05 +2.074090E-02 +2.250915E-04 +1.135962E-02 +6.486519E-05 +1.830428E-02 +1.465413E-04 +2.577372E-02 +2.096193E-04 +2.184911E-02 +2.522577E-04 +1.527336E-02 +1.803799E-04 +6.216131E-04 +3.864029E-07 +2.486868E-02 +3.169605E-04 +1.749757E-02 +2.005480E-04 +5.271291E-03 +2.778651E-05 +1.388199E-02 +1.285308E-04 +1.562188E-02 +2.342393E-04 +3.223689E-03 +1.039217E-05 +0.000000E+00 +0.000000E+00 +5.366157E-03 +2.691516E-05 +1.394649E-02 +9.725228E-05 +9.526219E-03 +6.909489E-05 +1.807066E-02 +1.651197E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.405272E-03 +1.940642E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.716516E-05 +3.267856E-09 +2.592049E-05 +6.718720E-10 +0.000000E+00 +0.000000E+00 +2.585300E-03 +6.683776E-06 +3.217840E-02 +4.120847E-04 +2.899742E-02 +3.238059E-04 +2.635878E-02 +2.395947E-04 +7.551577E-03 +3.435153E-05 +1.861294E-02 +8.521409E-05 +1.421496E-02 +1.388972E-04 +1.748918E-02 +2.624819E-04 +6.349707E-03 +2.150345E-05 +9.265522E-03 +5.840241E-05 +4.081758E-04 +9.114616E-08 +1.279102E-02 +1.311018E-04 +8.420376E-03 +3.587041E-05 +3.700948E-02 +6.848411E-04 +3.950067E-02 +4.297693E-04 +2.059760E-02 +1.457855E-04 +2.067448E-02 +2.471855E-04 +2.575617E-02 +2.091079E-04 +1.036646E-02 +5.807841E-05 +2.575920E-02 +2.184176E-04 +2.238461E-02 +1.465937E-04 +1.809242E-02 +6.843283E-05 +4.070953E-02 +4.303131E-04 +3.101885E-02 +3.595562E-04 +3.755341E-02 +3.331630E-04 +9.677450E-03 +5.076980E-05 +3.416092E-02 +3.567333E-04 +1.236434E-02 +5.065512E-05 +1.858505E-02 +8.136922E-05 +4.793375E-02 +5.519054E-04 +3.150707E-02 +2.428653E-04 +1.901054E-02 +1.132047E-04 +2.742325E-02 +2.199086E-04 +4.473137E-02 +5.690977E-04 +5.227524E-02 +7.852464E-04 +4.584583E-02 +3.919660E-04 +2.637559E-02 +1.161413E-04 +2.792758E-02 +2.225769E-04 +2.376375E-02 +1.267589E-04 +2.449757E-02 +1.880304E-04 +4.079786E-02 +3.016921E-04 +3.112460E-02 +1.750374E-04 +5.242806E-02 +8.110770E-04 +4.072830E-02 +6.227087E-04 +4.932628E-02 +4.744025E-04 +5.770267E-02 +7.077499E-04 +4.205076E-02 +4.892943E-04 +4.546502E-02 +6.439895E-04 +2.663753E-02 +2.099552E-04 +4.024550E-02 +1.113939E-03 +2.333887E-02 +2.182320E-04 +2.031243E-02 +2.620888E-04 +7.244655E-03 +3.833732E-05 +4.314653E-02 +4.146582E-04 +4.303932E-02 +3.950298E-04 +2.240017E-02 +1.360068E-04 +2.116932E-02 +1.605156E-04 +3.652755E-02 +3.806269E-04 +1.828126E-02 +1.006203E-04 +2.445734E-02 +1.614856E-04 +1.759803E-02 +7.238800E-05 +3.115128E-02 +3.280204E-04 +3.529436E-02 +2.394451E-04 +2.105717E-02 +1.168353E-04 +3.266354E-02 +2.823621E-04 +1.821398E-02 +1.456769E-04 +4.289755E-02 +4.386420E-04 +2.034490E-02 +1.626179E-04 +2.891268E-02 +2.327178E-04 +4.274440E-02 +7.982375E-04 +1.715507E-02 +1.023647E-04 +2.186871E-02 +1.093705E-04 +2.357609E-02 +1.375947E-04 +1.669292E-03 +1.424138E-06 +2.442297E-02 +3.392907E-04 +7.954037E-03 +2.956064E-05 +0.000000E+00 +0.000000E+00 +2.104642E-02 +1.315371E-04 +3.823492E-02 +3.574533E-04 +1.739797E-02 +1.609788E-04 +3.797236E-03 +6.983692E-06 +5.096925E-03 +1.612982E-05 +2.316946E-02 +2.010190E-04 +2.506954E-02 +2.182858E-04 +2.292939E-02 +1.551756E-04 +7.484391E-03 +2.169963E-05 +1.847722E-02 +1.916286E-04 +2.518385E-02 +1.531541E-04 +2.623768E-02 +1.571292E-04 +3.012876E-02 +3.099823E-04 +2.087726E-02 +1.783727E-04 +6.003216E-03 +3.603860E-05 +8.408142E-03 +3.964736E-05 +2.848274E-02 +6.844290E-04 +8.306564E-03 +4.626877E-05 +2.832921E-02 +2.521935E-04 +4.029874E-02 +4.848699E-04 +5.796965E-03 +3.360481E-05 +4.251609E-04 +1.807618E-07 +1.709565E-04 +2.922613E-08 +4.103420E-03 +1.683805E-05 +1.493519E-03 +2.230600E-06 +3.612167E-03 +1.304775E-05 +0.000000E+00 +0.000000E+00 +4.411520E-03 +1.946151E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.874371E-03 +7.875447E-05 +3.250562E-03 +1.056615E-05 +5.636609E-03 +3.177136E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.557206E-03 +3.088253E-05 +2.865081E-03 +8.208689E-06 +5.827588E-03 +3.396078E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.640322E-02 +3.618641E-04 +6.065621E-02 +9.327664E-04 +1.214872E-02 +9.782463E-05 +2.525217E-02 +1.675447E-04 +2.237552E-02 +1.864865E-04 +2.049965E-02 +1.328890E-04 +6.326509E-02 +1.071786E-03 +5.461545E-02 +6.579293E-04 +4.588231E-02 +6.243592E-04 +3.140304E-02 +3.072374E-04 +2.562339E-02 +2.284569E-04 +1.182636E-02 +8.599628E-05 +4.004059E-02 +5.224065E-04 +3.218481E-02 +3.508069E-04 +5.441583E-02 +8.683878E-04 +5.604779E-02 +5.883049E-04 +1.533805E-02 +7.731896E-05 +5.546202E-02 +6.378066E-04 +4.891743E-02 +4.786101E-04 +5.512958E-02 +4.701996E-04 +2.259074E-02 +1.761172E-04 +4.257449E-02 +8.352991E-04 +2.673277E-02 +2.087544E-04 +1.322953E-02 +8.960419E-05 +3.643766E-02 +5.503740E-04 +4.794473E-02 +1.023360E-03 +4.448411E-02 +7.226844E-04 +5.154231E-02 +6.441209E-04 +7.032456E-02 +1.298924E-03 +4.862239E-02 +5.573872E-04 +5.704081E-02 +6.608348E-04 +3.967017E-02 +3.895118E-04 +4.711649E-02 +4.192227E-04 +4.346162E-02 +1.074367E-03 +3.240446E-02 +2.824892E-04 +2.464298E-02 +2.925599E-04 +1.011298E-01 +1.824173E-03 +6.364555E-02 +6.360432E-04 +5.032112E-02 +4.555834E-04 +4.379100E-02 +3.566057E-04 +5.519789E-02 +6.929142E-04 +3.729349E-02 +6.504169E-04 +7.222448E-02 +9.790887E-04 +5.824885E-02 +8.219159E-04 +6.855929E-02 +6.253285E-04 +9.438669E-02 +2.051590E-03 +4.038003E-02 +3.885087E-04 +3.459196E-02 +4.602897E-04 +1.055547E-01 +4.233281E-03 +8.352436E-02 +1.952941E-03 +3.888920E-02 +2.952605E-04 +2.336649E-02 +1.546139E-04 +4.473590E-02 +3.900398E-04 +4.097547E-02 +3.906111E-04 +3.885476E-02 +2.955910E-04 +3.678756E-02 +3.574259E-04 +4.930286E-02 +3.439066E-04 +8.098932E-02 +1.071960E-03 +5.012345E-02 +1.074324E-03 +6.711458E-02 +7.944351E-04 +3.165483E-02 +3.970115E-04 +4.676051E-02 +4.163168E-04 +2.393533E-02 +1.532051E-04 +3.131587E-02 +3.411513E-04 +7.855864E-02 +1.091248E-03 +2.339513E-02 +1.170667E-04 +3.772681E-02 +3.537834E-04 +3.480882E-02 +3.754801E-04 +6.738221E-02 +1.443218E-03 +5.613459E-02 +7.034421E-04 +3.996229E-02 +5.685711E-04 +4.566736E-02 +4.504314E-04 +1.778981E-02 +3.164774E-04 +2.126296E-02 +1.225495E-04 +9.465093E-03 +5.875486E-05 +2.889044E-02 +4.730590E-04 +1.849410E-02 +9.228756E-05 +3.391166E-02 +4.234275E-04 +2.436047E-02 +1.947377E-04 +2.752526E-02 +3.577023E-04 +3.038453E-02 +1.891722E-04 +6.569860E-02 +8.832502E-04 +5.723966E-02 +8.415993E-04 +3.866277E-02 +3.100000E-04 +1.159935E-02 +6.861289E-05 +0.000000E+00 +0.000000E+00 +8.019713E-03 +6.431580E-05 +6.227369E-03 +2.353900E-05 +1.329120E-02 +8.633265E-05 +1.767703E-02 +1.067886E-04 +2.820456E-02 +3.044584E-04 +1.606494E-02 +1.467068E-04 +2.347738E-02 +1.568630E-04 +4.763314E-02 +7.326012E-04 +1.747154E-02 +1.654761E-04 +1.430334E-02 +8.985555E-05 +0.000000E+00 +0.000000E+00 +7.762222E-04 +6.025208E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.939431E-02 +1.158570E-04 +1.478545E-02 +6.492350E-05 +0.000000E+00 +0.000000E+00 +1.957123E-03 +3.830331E-06 +7.115716E-03 +5.063342E-05 +2.477608E-02 +2.189540E-04 +1.175540E-02 +8.700473E-05 +3.714976E-02 +4.382109E-04 +1.041797E-02 +8.449445E-05 +9.315506E-03 +8.677866E-05 +1.335538E-03 +1.783661E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.072462E-02 +8.374022E-05 +0.000000E+00 +0.000000E+00 +1.119054E-02 +1.105148E-04 +1.891353E-02 +1.917340E-04 +3.965437E-03 +8.831653E-06 +7.441684E-03 +4.290523E-05 +1.586900E-02 +1.421424E-04 +1.494609E-01 +3.569405E-03 +2.721302E-01 +8.565625E-03 +5.715415E-02 +6.480025E-04 +6.892054E-02 +7.766516E-04 +1.793067E-01 +3.785426E-03 +8.704686E-02 +1.280117E-03 +2.331111E-01 +9.096926E-03 +1.155164E-01 +2.479471E-03 +6.818355E-02 +6.575081E-04 +9.980437E-02 +1.479927E-03 +5.882317E-02 +6.822131E-04 +6.195161E-02 +8.591679E-04 +1.183075E-01 +2.677478E-03 +3.324774E-01 +1.498657E-02 +6.000596E-02 +7.375037E-04 +7.321471E-02 +1.191888E-03 +1.485285E-01 +2.439962E-03 +5.890466E-02 +6.540099E-04 +1.930109E-01 +4.634739E-03 +1.067235E-01 +1.943118E-03 +3.198017E-01 +1.201676E-02 +9.061158E-02 +1.060297E-03 +8.991158E-02 +1.407642E-03 +5.976494E-02 +6.845201E-04 +1.348968E-01 +2.474781E-03 +4.782783E-01 +2.765952E-02 +4.425931E-02 +3.894286E-04 +2.090087E-02 +1.962445E-04 +2.128671E-01 +5.702517E-03 +1.254103E-01 +2.223797E-03 +2.379878E-01 +7.494973E-03 +9.715241E-02 +1.421805E-03 +5.602177E-01 +4.089175E-02 +1.862694E-01 +5.146969E-03 +7.600948E-02 +1.313493E-03 +1.275306E-01 +2.137058E-03 +1.099030E-01 +1.725747E-03 +4.958396E-01 +2.776289E-02 +8.097856E-02 +7.668810E-04 +1.241251E-01 +2.694402E-03 +2.086039E-01 +5.173183E-03 +1.352964E-01 +3.066763E-03 +1.557822E-01 +2.990994E-03 +1.295061E-01 +2.439752E-03 +5.164456E-01 +3.661674E-02 +1.751088E-01 +4.819983E-03 +9.452718E-02 +1.554634E-03 +9.929304E-02 +1.424944E-03 +2.270728E-01 +9.401697E-03 +5.617221E-01 +3.616039E-02 +1.198971E-01 +1.766464E-03 +9.982577E-02 +1.440384E-03 +2.151225E-01 +5.859884E-03 +1.200325E-01 +2.431068E-03 +1.447849E-01 +3.382564E-03 +9.690037E-02 +1.985808E-03 +3.585006E-01 +2.163084E-02 +1.780868E-01 +5.225272E-03 +8.490337E-02 +1.596091E-03 +8.767633E-02 +1.275701E-03 +5.846180E-02 +5.804688E-04 +7.297217E-02 +9.568642E-04 +6.490320E-02 +8.250590E-04 +4.823119E-02 +4.295243E-04 +9.789508E-02 +1.423743E-03 +9.215990E-02 +1.726034E-03 +3.994246E-02 +2.848248E-04 +7.081423E-02 +9.207593E-04 +9.039475E-02 +1.867094E-03 +7.184760E-02 +7.143830E-04 +2.341314E-02 +2.092090E-04 +3.518722E-02 +2.212406E-04 +2.944842E-02 +1.929342E-04 +4.414008E-02 +5.286874E-04 +4.202564E-02 +2.804056E-04 +5.665829E-02 +8.417470E-04 +2.038840E-02 +1.025176E-04 +4.286513E-02 +5.737431E-04 +4.129340E-02 +4.781853E-04 +2.777765E-02 +2.893164E-04 +3.744256E-02 +4.468302E-04 +4.281193E-02 +4.873280E-04 +1.833833E-02 +1.507819E-04 +2.550755E-02 +1.669977E-04 +1.512160E-02 +1.165898E-04 +1.986554E-02 +1.275727E-04 +1.674955E-02 +1.945336E-04 +1.102963E-02 +6.555868E-05 +2.057828E-02 +1.359489E-04 +6.035449E-03 +1.262613E-05 +1.367199E-02 +8.692225E-05 +1.488660E-03 +2.216108E-06 +5.998597E-02 +8.736273E-04 +2.020420E-02 +9.775422E-05 +2.129281E-02 +1.327491E-04 +2.015968E-02 +9.672313E-05 +3.050278E-02 +1.939086E-04 +3.300795E-02 +2.543835E-04 +1.052165E-02 +1.016581E-04 +1.003517E-02 +3.711798E-05 +1.644134E-02 +8.812120E-05 +5.394714E-04 +2.910293E-07 +2.290134E-02 +1.786135E-04 +2.536894E-02 +1.954409E-04 +1.610809E-02 +1.941948E-04 +1.326906E-02 +4.751331E-05 +1.856970E-02 +1.749185E-04 +1.021636E-02 +4.563050E-05 +2.991003E-03 +4.555348E-06 +1.297730E-02 +1.089448E-04 +2.088223E-02 +1.882897E-04 +1.239463E-02 +5.653923E-05 +2.621203E-02 +2.458794E-04 +2.174382E-02 +1.151232E-04 +2.125406E-02 +2.192682E-04 +2.667064E-02 +2.158349E-04 +1.892489E-02 +2.247011E-04 +1.211133E-02 +5.327847E-05 +1.747631E-02 +1.299995E-04 +1.876727E-02 +2.058210E-04 +3.236539E-01 +1.174138E-02 +1.307141E-01 +2.424714E-03 +2.489304E-01 +7.397813E-03 +1.264689E-01 +3.027103E-03 +1.136324E-01 +1.922046E-03 +9.630551E-02 +1.705136E-03 +7.971515E-02 +1.474891E-03 +3.264633E-02 +2.409340E-04 +1.241799E-01 +1.725019E-03 +6.688440E-02 +7.636578E-04 +4.839201E-02 +3.185637E-04 +5.721232E-02 +9.150794E-04 +4.376907E-01 +2.596451E-02 +2.204525E-01 +7.230820E-03 +2.595258E-01 +8.549910E-03 +1.444733E-01 +3.540089E-03 +1.133117E-01 +1.895262E-03 +6.612225E-02 +7.072003E-04 +1.428561E-01 +2.737843E-03 +1.480055E-01 +3.484462E-03 +8.989299E-02 +1.498493E-03 +6.200013E-02 +7.694816E-04 +6.769025E-02 +6.699602E-04 +2.891333E-02 +1.747375E-04 +5.310260E-01 +3.237360E-02 +1.397857E-01 +2.781092E-03 +4.708495E-01 +2.510846E-02 +2.022851E-01 +5.684064E-03 +1.285849E-01 +2.528811E-03 +1.394350E-01 +3.610097E-03 +1.227970E-01 +1.958244E-03 +1.275324E-01 +2.096487E-03 +6.155555E-02 +5.467780E-04 +7.695897E-02 +1.330655E-03 +1.118463E-01 +2.138412E-03 +6.872199E-02 +1.024298E-03 +5.051810E-01 +3.047720E-02 +1.687603E-01 +3.985908E-03 +4.117069E-01 +2.047607E-02 +1.830306E-01 +4.298505E-03 +1.450200E-01 +2.806731E-03 +1.141297E-01 +1.936404E-03 +1.606669E-01 +4.308670E-03 +1.666472E-01 +4.379318E-03 +1.103035E-01 +1.589145E-03 +1.010912E-01 +1.685223E-03 +5.595144E-02 +5.577240E-04 +1.079496E-01 +3.185750E-03 +3.901487E-01 +1.728851E-02 +1.290665E-01 +2.402226E-03 +4.771892E-01 +3.435400E-02 +1.114163E-01 +2.219283E-03 +9.515872E-02 +1.217375E-03 +1.194976E-01 +1.821911E-03 +1.220606E-01 +2.818592E-03 +7.696344E-02 +1.111983E-03 +6.864534E-02 +7.570642E-04 +4.524359E-02 +3.418191E-04 +8.223551E-02 +1.059713E-03 +8.869827E-02 +1.333121E-03 +5.421821E-02 +9.887440E-04 +5.629251E-02 +7.584545E-04 +9.455341E-02 +1.946139E-03 +4.609219E-02 +3.803731E-04 +1.119760E-01 +1.989135E-03 +6.951799E-02 +9.267098E-04 +2.750401E-02 +2.448587E-04 +3.731300E-02 +4.094004E-04 +7.450547E-02 +6.955279E-04 +4.187460E-02 +4.802454E-04 +4.410060E-02 +3.177540E-04 +4.101712E-02 +4.018343E-04 +4.826135E-02 +5.134133E-04 +4.559708E-03 +5.783417E-06 +1.746265E-02 +1.601242E-04 +1.597184E-02 +9.282584E-05 +3.371108E-02 +2.399494E-04 +3.424298E-02 +2.758512E-04 +3.603092E-02 +3.691631E-04 +1.355535E-02 +7.252908E-05 +4.167784E-02 +2.795357E-04 +2.211830E-02 +1.243686E-04 +3.007638E-02 +3.132609E-04 +9.068844E-03 +4.963956E-05 +1.005231E-02 +3.760090E-05 +3.131264E-02 +6.657680E-04 +1.976774E-02 +1.761211E-04 +4.645084E-02 +6.990315E-04 +2.120536E-02 +1.369310E-04 +8.449542E-03 +2.121881E-05 +1.886169E-02 +1.791287E-04 +8.489446E-03 +4.040733E-05 +8.175068E-03 +2.634708E-05 +4.676872E-02 +5.403987E-04 +1.004097E-02 +4.601073E-05 +2.540704E-02 +1.747722E-04 +2.085753E-02 +2.099128E-04 +2.452570E-02 +2.082354E-04 +3.456580E-03 +8.200576E-06 +1.558923E-02 +1.104262E-04 +1.072909E-02 +7.499690E-05 +5.904513E-03 +3.486328E-05 +1.218588E-02 +7.027414E-05 +1.007804E-02 +5.208170E-05 +7.744862E-03 +2.993683E-05 +1.458393E-02 +7.465731E-05 +9.699959E-03 +4.753648E-05 +8.649425E-03 +5.311137E-05 +0.000000E+00 +0.000000E+00 +9.527062E-03 +4.629562E-05 +1.019105E-02 +5.230319E-05 +8.245025E-03 +2.554640E-05 +1.093602E-02 +5.779574E-05 +1.025915E-02 +5.273772E-05 +0.000000E+00 +0.000000E+00 +1.051875E-02 +7.122854E-05 +2.128866E-02 +1.753067E-04 +5.250258E-03 +2.756521E-05 +4.040131E-04 +1.632266E-07 +0.000000E+00 +0.000000E+00 +7.831287E-02 +1.227432E-03 +4.687668E-02 +4.204106E-04 +2.514324E-02 +1.293973E-04 +4.667926E-02 +5.745981E-04 +7.166163E-02 +7.009385E-04 +5.165582E-02 +4.693104E-04 +6.252341E-02 +7.772308E-04 +4.443444E-02 +4.804535E-04 +1.400343E-02 +5.809790E-05 +2.291496E-02 +2.215080E-04 +3.356902E-02 +2.439541E-04 +4.307147E-02 +4.130837E-04 +3.059630E-02 +3.022008E-04 +2.845179E-02 +3.014831E-04 +7.059717E-02 +6.030761E-04 +5.000116E-02 +6.313552E-04 +5.531256E-02 +6.101396E-04 +6.115211E-02 +6.683032E-04 +3.273871E-02 +3.517088E-04 +3.642430E-02 +3.423602E-04 +1.724918E-02 +1.309605E-04 +2.378442E-02 +3.093040E-04 +2.716747E-02 +1.078854E-04 +2.028451E-02 +1.157928E-04 +9.098877E-02 +1.335842E-03 +5.939273E-02 +6.355390E-04 +7.501775E-02 +8.738055E-04 +8.798985E-02 +1.587830E-03 +5.043452E-02 +7.675971E-04 +5.011334E-02 +6.933937E-04 +3.260845E-02 +2.351998E-04 +5.376783E-02 +5.724642E-04 +3.068830E-02 +2.132175E-04 +3.200169E-02 +2.506765E-04 +5.334163E-02 +6.732704E-04 +2.500102E-02 +1.739784E-04 +2.546240E-02 +1.913750E-04 +3.212721E-02 +2.357350E-04 +6.344635E-02 +6.856805E-04 +4.357911E-02 +3.724747E-04 +5.680436E-02 +1.045824E-03 +7.066871E-02 +1.319843E-03 +4.133344E-02 +3.574805E-04 +8.137883E-02 +9.821280E-04 +3.290103E-02 +1.783458E-04 +5.957168E-02 +5.737719E-04 +9.400551E-02 +1.844154E-03 +8.359758E-02 +1.398495E-03 +4.416314E-02 +6.029905E-04 +3.734581E-02 +5.398903E-04 +6.253339E-02 +7.372032E-04 +6.561989E-02 +7.221308E-04 +5.414419E-02 +8.545766E-04 +4.314394E-02 +3.491691E-04 +2.702895E-02 +2.125747E-04 +4.303710E-02 +3.711520E-04 +3.847760E-02 +4.940795E-04 +3.852931E-02 +4.012962E-04 +2.202900E-02 +1.210753E-04 +2.458654E-02 +1.821870E-04 +2.800940E-03 +3.943517E-06 +3.066802E-02 +4.816494E-04 +6.828677E-02 +1.391556E-03 +3.249233E-02 +2.153232E-04 +5.121113E-02 +4.687392E-04 +3.862478E-02 +7.903393E-04 +2.611624E-02 +2.623362E-04 +3.292997E-02 +2.535883E-04 +4.861046E-02 +4.233666E-04 +1.954720E-02 +8.004797E-05 +1.235819E-02 +6.233750E-05 +1.105927E-02 +5.412101E-05 +3.125638E-02 +2.157478E-04 +1.653103E-02 +1.253858E-04 +3.499574E-02 +3.159053E-04 +2.728859E-02 +2.124086E-04 +1.542202E-02 +9.100487E-05 +4.226264E-02 +6.128011E-04 +4.500067E-02 +6.143814E-04 +2.983226E-02 +2.327811E-04 +1.167163E-02 +5.374860E-05 +2.203073E-02 +3.745998E-04 +3.104366E-02 +2.669916E-04 +2.872173E-02 +3.419501E-04 +1.069050E-02 +6.436210E-05 +2.102309E-03 +4.419704E-06 +3.321583E-03 +8.499441E-06 +3.792090E-02 +4.147285E-04 +2.512486E-02 +1.393697E-04 +1.834750E-02 +1.416887E-04 +1.743806E-02 +8.994799E-05 +3.737772E-02 +3.116827E-04 +3.107865E-02 +2.109039E-04 +2.924266E-02 +4.211644E-04 +1.857594E-02 +1.666871E-04 +7.142862E-03 +2.231404E-05 +1.418512E-02 +8.382798E-05 +1.729711E-02 +1.036267E-04 +2.020518E-02 +1.864770E-04 +2.157802E-02 +1.086714E-04 +1.502252E-02 +7.100158E-05 +8.636792E-03 +4.454390E-05 +3.642924E-03 +6.916971E-06 +2.567960E-02 +2.248491E-04 +1.676386E-02 +9.955359E-05 +2.880557E-02 +2.905820E-04 +2.928518E-02 +1.988569E-04 +1.002224E-02 +1.004452E-04 +9.172042E-03 +4.849676E-05 +1.490510E-02 +1.430962E-04 +1.296842E-02 +8.177603E-05 +1.621173E-02 +1.315561E-04 +1.435306E-03 +2.060102E-06 +2.215926E-02 +1.536860E-04 +0.000000E+00 +0.000000E+00 +7.208429E-04 +5.196145E-07 +4.877740E-03 +2.379235E-05 +4.085966E-03 +1.669512E-05 +7.722155E-03 +3.113470E-05 +8.433874E-03 +3.768057E-05 +1.628819E-02 +1.044104E-04 +1.650827E-02 +1.012363E-04 +3.284086E-02 +2.047622E-04 +3.067549E-02 +2.235300E-04 +1.192704E-02 +7.950955E-05 +1.461087E-02 +7.211664E-05 +1.796384E-02 +1.649677E-04 +1.103845E-02 +1.218475E-04 +1.246738E-02 +8.956788E-05 +8.877894E-03 +5.871132E-05 +2.329531E-02 +1.373474E-04 +1.142884E-02 +6.587457E-05 +3.905735E-02 +3.299664E-04 +3.014375E-02 +2.825301E-04 +1.173585E-02 +5.628743E-05 +3.408234E-02 +1.017436E-03 +3.693635E-03 +1.194339E-05 +9.510194E-03 +4.645815E-05 +3.994865E-02 +3.456275E-04 +2.400742E-02 +2.374441E-04 +1.513391E-02 +7.607607E-05 +6.410434E-03 +4.050286E-05 +1.516081E-02 +1.583709E-04 +2.709691E-02 +2.083608E-04 +3.571505E-02 +4.671757E-04 +2.434864E-03 +2.626496E-06 +3.836281E-02 +3.917020E-04 +2.194896E-02 +1.278251E-04 +1.243202E-02 +4.637070E-05 +3.436346E-02 +2.882356E-04 +1.094424E-02 +3.224167E-05 +2.817555E-02 +2.672862E-04 +2.266064E-02 +1.563353E-04 +2.783391E-02 +1.904971E-04 +3.623282E-02 +3.858404E-04 +1.007465E-02 +8.014220E-05 +1.648289E-02 +6.578365E-05 +1.346810E-02 +9.023122E-05 +4.455677E-02 +4.948843E-04 +5.747551E-02 +5.527039E-04 +1.819944E-02 +1.228771E-04 +5.674138E-02 +8.891519E-04 +3.982381E-02 +3.399035E-04 +2.366960E-02 +2.392555E-04 +2.807518E-02 +3.173023E-04 +4.254868E-02 +4.605906E-04 +4.674166E-02 +4.906304E-04 +6.525880E-02 +7.751341E-04 +5.899178E-02 +1.101912E-03 +2.993062E-02 +2.510825E-04 +4.278479E-02 +4.482695E-04 +3.212622E-02 +2.440501E-04 +3.255507E-02 +2.069803E-04 +2.146844E-02 +1.525033E-04 +2.564451E-02 +2.822178E-04 +1.675205E-02 +1.135532E-04 +2.793104E-02 +1.607373E-04 +1.356785E-02 +6.351773E-05 +5.179508E-02 +8.128156E-04 +3.636012E-02 +2.592776E-04 +3.626445E-02 +3.218857E-04 +6.871055E-04 +4.721140E-07 +2.402870E-02 +2.012817E-04 +5.089208E-02 +4.955119E-04 +1.677266E-02 +1.738078E-04 +6.318172E-03 +3.991929E-05 +1.003497E-02 +4.045668E-05 +1.164536E-02 +6.849128E-05 +9.273952E-03 +4.079219E-05 +4.421329E-02 +5.554192E-04 +4.222363E-02 +3.531082E-04 +2.751048E-02 +1.659568E-04 +3.413610E-02 +3.835099E-04 +3.256244E-02 +4.613637E-04 +2.171734E-02 +2.170117E-04 +5.767126E-04 +3.325975E-07 +8.986560E-03 +5.963805E-05 +1.625867E-02 +8.918753E-05 +9.125433E-03 +3.153514E-05 +7.481099E-03 +2.832341E-05 +1.804288E-02 +1.732928E-04 +1.562233E-02 +8.783891E-05 +1.849747E-02 +1.287179E-04 +4.435046E-02 +4.268354E-04 +2.384604E-02 +2.048025E-04 +2.358453E-02 +2.058502E-04 +4.031720E-02 +4.453265E-04 +3.608052E-02 +3.563444E-04 +1.887218E-02 +1.764897E-04 +1.994427E-02 +1.515492E-04 +1.078293E-02 +5.974135E-05 +4.419419E-02 +4.247674E-04 +1.970902E-02 +1.830955E-04 +2.105481E-02 +2.248099E-04 +7.457282E-03 +4.185869E-05 +1.773395E-02 +1.577036E-04 +9.230454E-03 +5.384433E-05 +1.264348E-02 +1.403892E-04 +1.960496E-02 +1.006265E-04 +1.702140E-02 +1.055275E-04 +8.443823E-03 +4.705085E-05 +3.370968E-02 +3.561139E-04 +1.744661E-02 +3.043843E-04 +3.289945E-02 +4.953669E-04 +5.798009E-03 +1.777149E-05 +8.182449E-03 +6.695247E-05 +3.128187E-02 +3.271072E-04 +2.947031E-02 +3.142805E-04 +0.000000E+00 +0.000000E+00 +4.411081E-03 +1.945764E-05 +9.266876E-03 +4.378798E-05 +4.905535E-03 +2.406428E-05 +4.286462E-03 +1.837376E-05 +1.288234E-02 +4.780842E-05 +0.000000E+00 +0.000000E+00 +3.054262E-03 +5.852359E-06 +0.000000E+00 +0.000000E+00 +2.510042E-03 +6.300311E-06 +2.527464E-02 +3.346435E-04 +8.897007E-03 +2.908992E-05 +1.602945E-03 +2.569433E-06 +0.000000E+00 +0.000000E+00 +1.731775E-03 +2.999045E-06 +9.938321E-03 +9.877023E-05 +1.463843E-02 +6.931491E-05 +1.913453E-02 +1.845446E-04 +5.451426E-03 +1.693725E-05 +6.245150E-03 +1.349325E-05 +0.000000E+00 +0.000000E+00 +2.120041E-02 +2.278384E-04 +2.245863E-02 +4.406420E-04 +1.020402E-02 +6.511461E-05 +1.145352E-02 +5.070642E-05 +3.089131E-02 +3.925633E-04 +1.865701E-02 +1.369245E-04 +3.773543E-02 +7.415848E-04 +2.430594E-02 +2.304892E-04 +5.640835E-03 +1.692187E-05 +2.664145E-03 +7.097670E-06 +1.163606E-02 +1.178134E-04 +0.000000E+00 +0.000000E+00 +2.229806E-03 +4.972035E-06 +3.190042E-03 +7.683398E-06 +0.000000E+00 +0.000000E+00 +3.563427E-02 +7.671734E-04 +7.197292E-03 +3.872097E-05 +1.815073E-02 +1.054156E-04 +3.827621E-02 +3.408771E-04 +4.758391E-03 +1.302510E-05 +2.124394E-02 +1.940418E-04 +2.757609E-02 +3.565119E-04 +1.783071E-02 +1.103414E-04 +2.037395E-02 +1.481638E-04 +2.028345E-02 +1.109586E-04 +2.092117E-02 +2.337859E-04 +1.828823E-02 +1.094837E-04 +1.938686E-02 +2.038273E-04 +4.634488E-03 +7.874589E-06 +3.862866E-02 +5.671674E-04 +2.088793E-02 +1.511323E-04 +9.282644E-03 +4.445900E-05 +1.547866E-02 +1.074570E-04 +7.745207E-04 +5.998823E-07 +2.300660E-03 +5.109703E-06 +2.920106E-03 +8.386179E-06 +1.593111E-02 +1.077413E-04 +4.436955E-02 +5.792065E-04 +3.324129E-02 +3.912418E-04 +4.514040E-03 +2.037656E-05 +1.745065E-02 +1.932057E-04 +1.536736E-02 +9.797873E-05 +1.648101E-02 +1.220934E-04 +0.000000E+00 +0.000000E+00 +5.533841E-03 +3.022114E-05 +5.943506E-03 +3.532526E-05 +7.189788E-03 +2.299917E-05 +2.807995E-03 +7.884835E-06 +2.475560E-03 +6.128396E-06 +2.573433E-02 +3.532909E-04 +1.393449E-02 +8.812210E-05 +4.936191E-04 +2.436598E-07 +1.977391E-02 +3.044347E-04 +2.255721E-03 +5.088278E-06 +1.113214E-02 +3.532124E-05 +1.593871E-02 +1.607801E-04 +6.950953E-03 +2.660367E-05 +7.688739E-03 +5.911670E-05 +1.769142E-02 +9.755424E-05 +1.262613E-02 +4.353375E-05 +2.881267E-03 +8.301697E-06 +2.006042E-02 +1.786235E-04 +1.478905E-02 +1.095731E-04 +3.071820E-02 +4.816688E-04 +1.628538E-02 +1.357316E-04 +1.937745E-02 +1.562816E-04 +1.749683E-02 +1.204526E-04 +3.704126E-03 +1.372055E-05 +9.045799E-03 +5.811260E-05 +7.062459E-03 +3.448639E-05 +1.150663E-02 +8.652878E-05 +7.008241E-03 +3.928697E-05 +7.195394E-03 +3.765083E-05 +1.614819E-02 +1.327390E-04 +1.717325E-02 +1.200036E-04 +1.657860E-02 +1.725898E-04 +1.336127E-02 +6.819530E-05 +4.256216E-03 +7.235406E-06 +5.005192E-03 +1.418363E-05 +6.937054E-03 +2.493290E-05 +1.259967E-02 +7.938821E-05 +0.000000E+00 +0.000000E+00 +7.872017E-03 +4.579157E-05 +8.127005E-03 +5.673608E-05 +4.691966E-04 +2.201454E-07 +3.225143E-02 +4.089845E-04 +1.163309E-02 +6.305606E-05 +5.887229E-03 +3.465947E-05 +3.216910E-03 +1.034851E-05 +3.158328E-03 +4.987608E-06 +9.689106E-03 +5.738120E-05 +1.788092E-03 +3.197272E-06 +1.714442E-02 +1.483001E-04 +1.560189E-02 +6.412067E-05 +1.018307E-02 +7.283858E-05 +1.038606E-02 +1.078702E-04 +1.458420E-02 +7.308994E-05 +0.000000E+00 +0.000000E+00 +1.364990E-02 +1.245862E-04 +2.814127E-03 +7.919310E-06 +2.231462E-03 +2.515440E-06 +0.000000E+00 +0.000000E+00 +1.299359E-03 +1.688333E-06 +1.920301E-02 +2.038650E-04 +0.000000E+00 +0.000000E+00 +2.783097E-03 +7.745630E-06 +0.000000E+00 +0.000000E+00 +1.716359E-02 +1.978904E-04 +0.000000E+00 +0.000000E+00 +3.281584E-03 +1.076879E-05 +0.000000E+00 +0.000000E+00 +1.460745E-02 +1.335696E-04 +5.192965E-03 +2.696688E-05 +5.823907E-03 +1.721205E-05 +2.768324E-03 +6.520621E-06 +1.033420E-02 +9.604948E-05 +2.774720E-03 +7.699074E-06 +3.779759E-03 +1.428658E-05 +2.794091E-03 +4.042724E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.485212E-04 +5.602840E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.195637E-03 +1.021209E-05 +1.636530E-03 +2.678230E-06 +0.000000E+00 +0.000000E+00 +3.540134E-03 +1.253255E-05 +1.417900E-02 +1.541108E-04 +5.431509E-03 +2.950129E-05 +8.182552E-03 +3.513477E-05 +1.059987E-02 +1.123573E-04 +8.259248E-03 +6.821518E-05 +2.448464E-02 +1.346828E-04 +5.046902E-02 +5.792724E-04 +2.665805E-02 +1.540001E-04 +1.852137E-02 +1.071558E-04 +9.908250E-03 +9.817342E-05 +3.252729E-02 +6.252770E-04 +1.716509E-02 +1.564549E-04 +2.011503E-02 +1.971608E-04 +2.558148E-02 +2.306429E-04 +2.179596E-02 +1.630020E-04 +1.960126E-02 +9.973889E-05 +4.028195E-02 +4.183102E-04 +1.471420E-02 +7.574511E-05 +3.868955E-03 +1.496882E-05 +9.005940E-03 +5.232051E-05 +1.019403E-02 +3.943382E-05 +7.227032E-03 +4.010025E-05 +0.000000E+00 +0.000000E+00 +2.321093E-02 +3.094347E-04 +1.032496E-02 +5.625225E-05 +5.769109E-03 +2.092109E-05 +1.233264E-02 +7.862942E-05 +5.580108E-03 +2.092026E-05 +1.391441E-02 +1.016796E-04 +1.013350E-04 +1.026878E-08 +1.438519E-02 +1.888432E-04 +7.591019E-03 +5.762357E-05 +3.371119E-03 +1.136445E-05 +1.363630E-02 +1.859487E-04 +1.464163E-02 +2.143773E-04 +0.000000E+00 +0.000000E+00 +8.484873E-03 +7.199307E-05 +5.169200E-03 +1.208467E-05 +2.436278E-02 +2.365819E-04 +5.560761E-03 +2.444737E-05 +7.433403E-03 +5.067460E-05 +6.068112E-03 +1.857495E-05 +1.395926E-02 +1.531831E-04 +2.029242E-02 +1.275671E-04 +1.102108E-02 +6.724742E-05 +7.969291E-03 +6.350960E-05 +1.138136E-02 +6.508150E-05 +6.630580E-03 +4.396460E-05 +0.000000E+00 +0.000000E+00 +4.255839E-03 +1.497858E-05 +5.670194E-03 +3.215110E-05 +9.585517E-03 +9.188213E-05 +3.123781E-03 +9.758006E-06 +9.789971E-03 +6.643538E-05 +3.598345E-03 +8.355457E-06 +4.702959E-04 +2.211783E-07 +8.013618E-03 +6.421808E-05 +6.018152E-03 +3.621815E-05 +0.000000E+00 +0.000000E+00 +2.723816E-04 +7.419176E-08 +3.822461E-03 +1.461121E-05 +5.491462E-03 +1.693997E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.048068E-02 +5.701574E-05 +5.769071E-03 +3.328219E-05 +4.976916E-03 +1.273355E-05 +1.008251E-02 +6.231052E-05 +2.868867E-04 +8.230399E-08 +1.061550E-02 +5.911866E-05 +1.362048E-02 +8.824837E-05 +2.508919E-02 +2.599186E-04 +0.000000E+00 +0.000000E+00 +8.895681E-03 +7.913315E-05 +1.477288E-02 +7.731749E-05 +1.246814E-03 +1.554546E-06 +1.445267E-02 +2.088797E-04 +8.758484E-04 +7.671104E-07 +7.395063E-03 +5.468696E-05 +9.991459E-03 +5.105572E-05 +0.000000E+00 +0.000000E+00 +2.812171E-03 +7.908305E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.079744E-03 +1.165848E-06 +9.580730E-04 +9.179038E-07 +7.594239E-03 +5.767247E-05 +4.716565E-03 +2.224598E-05 +0.000000E+00 +0.000000E+00 +8.216192E-03 +6.750581E-05 +6.361755E-03 +4.047193E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.663164E-03 +7.092441E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.865577E-03 +8.211533E-06 +0.000000E+00 +0.000000E+00 +2.622058E-03 +6.875188E-06 +5.950692E-03 +3.541074E-05 +1.416574E-03 +2.006682E-06 +0.000000E+00 +0.000000E+00 +1.963817E-03 +3.856576E-06 +4.621960E-03 +2.136251E-05 +8.059492E-03 +4.804100E-05 +8.746603E-03 +4.120299E-05 +4.400624E-03 +1.936549E-05 +7.475761E-03 +2.910010E-05 +1.492914E-02 +2.228793E-04 +1.393192E-03 +1.940983E-06 +2.524048E-03 +6.370820E-06 +8.418038E-03 +7.086337E-05 +8.394492E-03 +5.043175E-05 +0.000000E+00 +0.000000E+00 +4.969632E-06 +2.469724E-11 +1.103614E-02 +1.217965E-04 +9.823729E-03 +4.563924E-05 +0.000000E+00 +0.000000E+00 +1.455218E-02 +1.059284E-04 +2.082161E-02 +2.623442E-04 +6.744578E-03 +4.519351E-05 +4.466705E-02 +1.197368E-03 +8.963440E-03 +4.175610E-05 +8.403687E-03 +5.154187E-05 +9.105629E-03 +8.291248E-05 +1.091363E-02 +6.982176E-05 +1.490993E-02 +7.818117E-05 +2.720190E-02 +5.501656E-04 +1.050647E-02 +5.575584E-05 +1.571275E-02 +2.266250E-04 +0.000000E+00 +0.000000E+00 +1.827845E-02 +2.034660E-04 +1.625849E-02 +1.154353E-04 +1.405202E-02 +1.030719E-04 +1.416376E-02 +1.143059E-04 +4.482205E-02 +1.064845E-03 +1.608295E-02 +1.175443E-04 +2.534806E-02 +2.434886E-04 +1.715223E-02 +9.809768E-05 +2.445390E-02 +3.084814E-04 +5.646791E-03 +2.202982E-05 +9.260925E-04 +5.428726E-07 +8.520510E-03 +2.433440E-05 +2.778184E-03 +7.718308E-06 +1.634621E-02 +6.676144E-05 +8.881817E-03 +6.421491E-05 +5.100372E-03 +1.405948E-05 +2.260042E-03 +5.107788E-06 +1.810630E-02 +1.956117E-04 +2.014221E-02 +2.410084E-04 +1.693340E-02 +9.623969E-05 +7.906869E-03 +6.251857E-05 +9.720643E-03 +4.012162E-05 +6.355691E-03 +2.197337E-05 +5.092765E-03 +2.593626E-05 +4.985684E-03 +1.263055E-05 +1.098740E-02 +5.345137E-05 +1.769705E-02 +2.190547E-04 +9.269712E-04 +8.592757E-07 +6.625559E-03 +1.638023E-05 +6.005865E-03 +3.607042E-05 +1.412819E-02 +1.196438E-04 +6.868802E-03 +4.718044E-05 +1.370243E-02 +1.236097E-04 +1.447245E-02 +1.047455E-04 +0.000000E+00 +0.000000E+00 +9.850798E-03 +9.703822E-05 +4.331947E-03 +1.876577E-05 +5.927415E-03 +1.927504E-05 +8.998327E-04 +8.096989E-07 +6.181844E-03 +3.821520E-05 +1.142398E-02 +9.446843E-05 +1.500918E-03 +1.349736E-06 +9.192452E-03 +1.871378E-05 +3.865827E-03 +1.494462E-05 +6.283612E-03 +3.948378E-05 +3.974872E-03 +1.579961E-05 +1.571641E-02 +2.004472E-04 +1.078987E-02 +4.756515E-05 +4.243482E-03 +1.800714E-05 +2.334446E-02 +2.176369E-04 +6.430190E-03 +1.407615E-05 +1.959129E-02 +1.539320E-04 +7.977484E-03 +3.649706E-05 +1.704940E-02 +1.141208E-04 +2.020165E-02 +2.915114E-04 +4.026073E-02 +4.378078E-04 +1.492950E-02 +9.665161E-05 +1.388724E-02 +9.951139E-05 +1.878382E-02 +1.684837E-04 +2.614573E-02 +2.862942E-04 +3.589724E-03 +6.716051E-06 +2.942396E-02 +2.943856E-04 +2.591399E-02 +2.117985E-04 +2.142408E-03 +4.589910E-06 +2.687217E-03 +7.221137E-06 +1.316233E-02 +1.332639E-04 +1.197954E-02 +1.254504E-04 +4.502752E-03 +1.134188E-05 +3.083964E-03 +4.913619E-06 +1.173926E-02 +1.232740E-04 +8.950478E-04 +8.011105E-07 +1.105855E-02 +6.437773E-05 +1.641208E-02 +1.594066E-04 +1.600083E-02 +2.501625E-04 +1.315586E-02 +9.303649E-05 +1.705174E-03 +2.367502E-06 +1.231285E-02 +1.303906E-04 +2.276064E-03 +5.180467E-06 +7.890723E-03 +5.405273E-05 +1.982890E-02 +2.102824E-04 +1.240660E-02 +1.495831E-04 +5.596133E-03 +3.131671E-05 +5.447344E-03 +2.967356E-05 +0.000000E+00 +0.000000E+00 +1.133115E-02 +1.283949E-04 +3.994230E-03 +1.595388E-05 +1.601800E-03 +2.565762E-06 +9.168633E-05 +8.406383E-09 +4.908206E-04 +2.409049E-07 +1.976190E-02 +2.023768E-04 +1.591493E-02 +1.065106E-04 +7.209929E-03 +5.198307E-05 +1.080961E-02 +8.683477E-05 +3.245150E-02 +4.540148E-04 +3.158181E-02 +3.197576E-04 +6.208917E-03 +1.625897E-05 +1.444891E-03 +2.087709E-06 +2.061631E-02 +1.208731E-04 +4.971870E-03 +2.471949E-05 +6.687994E-03 +2.355956E-05 +4.957501E-04 +2.457681E-07 +1.802765E-02 +8.827687E-05 +3.939690E-02 +5.253775E-04 +1.635076E-02 +1.351888E-04 +2.090654E-02 +1.804636E-04 +1.971912E-02 +1.327427E-04 +1.146756E-02 +1.315049E-04 +2.041565E-02 +1.389427E-04 +1.348719E-02 +6.285951E-05 +1.079912E-02 +4.154147E-05 +5.089659E-03 +1.514780E-05 +1.001323E-02 +6.428487E-05 +1.512383E-02 +1.126824E-04 +4.021514E-04 +1.617258E-07 +1.093651E-02 +1.196073E-04 +1.286379E-02 +1.143777E-04 +1.830207E-02 +1.549181E-04 +1.862823E-02 +1.235150E-04 +3.180552E-02 +4.658334E-04 +1.818050E-02 +1.129152E-04 +3.503842E-02 +2.525779E-04 +2.397578E-02 +1.858868E-04 +2.904100E-02 +4.605242E-04 +2.007192E-02 +1.128275E-04 +1.308390E-03 +1.711885E-06 +3.036178E-02 +3.122409E-04 +1.880681E-02 +1.008237E-04 +3.001637E-02 +2.427792E-04 +6.734485E-03 +1.849686E-05 +2.649846E-02 +1.687393E-04 +4.418805E-02 +6.942006E-04 +5.317107E-03 +1.026795E-05 +2.454720E-02 +1.670028E-04 +1.316905E-02 +5.666773E-05 +1.766142E-02 +1.158440E-04 +1.020275E-02 +5.158505E-05 +2.996366E-02 +4.144967E-04 +3.046275E-02 +3.465932E-04 +2.498160E-02 +2.514437E-04 +2.852950E-02 +1.945791E-04 +3.941820E-02 +4.499345E-04 +1.386485E-02 +1.039940E-04 +3.421760E-02 +3.992356E-04 +9.560455E-03 +8.032256E-05 +1.645927E-03 +2.709077E-06 +2.722062E-02 +2.123932E-04 +3.837867E-02 +4.099274E-04 +8.525678E-03 +6.840772E-05 +4.110901E-02 +8.324383E-04 +7.169080E-03 +2.967407E-05 +1.263300E-02 +5.895026E-05 +1.180957E-03 +1.394660E-06 +9.384496E-04 +8.806876E-07 +1.898024E-02 +1.718037E-04 +5.704468E-03 +2.297725E-05 +1.012939E-03 +1.026046E-06 +3.497595E-03 +1.223317E-05 +1.837112E-02 +1.304426E-04 +1.874865E-02 +8.003823E-05 +1.875544E-02 +1.176612E-04 +2.803713E-02 +1.947683E-04 +6.298210E-03 +1.661725E-05 +5.655116E-03 +1.960403E-05 +2.641621E-03 +3.570623E-06 +1.284600E-02 +1.094793E-04 +3.485942E-03 +6.142635E-06 +1.778136E-02 +3.161769E-04 +3.747059E-02 +5.006794E-04 +3.068910E-02 +4.263513E-04 +3.041502E-02 +4.712117E-04 +3.475711E-02 +3.593850E-04 +1.352761E-02 +8.868196E-05 +6.401637E-03 +2.411102E-05 +2.050897E-02 +2.107020E-04 +1.218389E-02 +6.011204E-05 +3.623405E-02 +7.544116E-04 +1.869179E-02 +2.142660E-04 +3.315303E-02 +2.553017E-04 +3.158929E-02 +3.568759E-04 +1.011040E-02 +7.875256E-05 +6.783889E-03 +2.747330E-05 +2.856585E-02 +1.920361E-04 +7.252177E-03 +2.670625E-05 +1.130356E-02 +5.864513E-05 +2.328658E-03 +5.422649E-06 +7.700287E-03 +3.910375E-05 +1.685370E-02 +1.060090E-04 +1.316423E-02 +8.889011E-05 +7.303639E-03 +5.334314E-05 +2.562445E-03 +6.566124E-06 +2.854809E-03 +8.149934E-06 +2.797438E-03 +6.903202E-06 +1.000266E-02 +6.368949E-05 +5.672237E-04 +3.217427E-07 +1.783518E-02 +1.396976E-04 +0.000000E+00 +0.000000E+00 +2.996840E-03 +8.981047E-06 +1.538268E-03 +2.366268E-06 +8.983341E-03 +4.422029E-05 +0.000000E+00 +0.000000E+00 +4.287483E-03 +1.838251E-05 +1.780187E-02 +1.989178E-04 +1.164112E-02 +9.413451E-05 +1.363247E-02 +9.294777E-05 +1.093422E-02 +6.893232E-05 +2.399388E-02 +1.927068E-04 +1.757929E-02 +1.852254E-04 +2.694133E-03 +7.258353E-06 +3.032230E-02 +5.070298E-04 +1.801910E-02 +3.246878E-04 +2.903720E-02 +4.973733E-04 +4.925508E-03 +1.073008E-05 +1.491536E-03 +2.224679E-06 +1.289057E-02 +1.526742E-04 +1.565979E-02 +1.395680E-04 +1.291170E-02 +1.667120E-04 +8.392576E-03 +2.195942E-05 +2.208943E-02 +2.000214E-04 +7.859212E-03 +5.506932E-05 +3.390065E-03 +1.149254E-05 +7.248659E-03 +2.637530E-05 +1.849598E-02 +1.278524E-04 +2.974667E-02 +2.895790E-04 +2.379003E-02 +1.578369E-04 +1.065216E-02 +5.674028E-05 +2.301993E-02 +5.116294E-04 +1.565529E-02 +1.236326E-04 +7.308726E-03 +2.927492E-05 +1.290660E-02 +8.163765E-05 +1.880835E-02 +1.540928E-04 +1.229835E-02 +5.112323E-05 +3.144094E-02 +3.026258E-04 +1.757843E-02 +8.839038E-05 +3.517470E-02 +5.800271E-04 +3.874840E-02 +3.379168E-04 +2.784131E-02 +2.051458E-04 +2.532327E-03 +6.412679E-06 +2.078888E-02 +1.327522E-04 +2.522515E-02 +2.299370E-04 +2.604486E-02 +1.634696E-04 +1.900342E-02 +1.254320E-04 +2.022203E-02 +1.735417E-04 +2.855451E-02 +1.765514E-04 +7.058215E-03 +3.900673E-05 +4.082211E-02 +3.826534E-04 +5.764628E-02 +9.312312E-04 +3.844206E-02 +2.901304E-04 +1.630239E-02 +6.732933E-05 +2.177328E-02 +2.322391E-04 +4.664590E-02 +4.769088E-04 +2.801792E-02 +3.356167E-04 +2.631901E-02 +1.818582E-04 +3.521071E-02 +2.720768E-04 +4.920035E-02 +6.697563E-04 +2.198791E-02 +1.144314E-04 +1.227335E-02 +5.518995E-05 +1.128028E-02 +6.732105E-05 +3.943333E-02 +3.548152E-04 +3.278848E-02 +4.596957E-04 +3.113568E-02 +2.400650E-04 +2.779119E-02 +2.598565E-04 +2.114980E-02 +2.239011E-04 +2.696365E-02 +2.265438E-04 +9.718363E-03 +4.637320E-05 +2.872427E-02 +2.288776E-04 +5.314614E-02 +6.341418E-04 +2.036608E-02 +9.452776E-05 +1.567384E-02 +1.605472E-04 +2.611334E-02 +1.591905E-04 +4.427811E-02 +3.550975E-04 +3.326041E-02 +3.831880E-04 +1.324087E-02 +4.670987E-05 +3.145868E-02 +5.422312E-04 +7.731990E-03 +5.875432E-05 +1.716209E-02 +1.215747E-04 +5.597289E-02 +9.167379E-04 +1.831872E-02 +1.480362E-04 +2.796220E-02 +2.412587E-04 +3.408912E-02 +2.646572E-04 +6.760703E-03 +1.813396E-05 +1.493291E-02 +9.014061E-05 +2.752652E-02 +2.678346E-04 +2.572951E-02 +3.251077E-04 +4.550518E-02 +8.738867E-04 +5.728191E-03 +1.523955E-05 +3.199194E-02 +1.965033E-04 +1.233343E-02 +4.601372E-05 +2.234511E-02 +2.694234E-04 +1.402185E-02 +1.178946E-04 +3.369137E-02 +3.818591E-04 +1.316617E-02 +5.521371E-05 +2.983635E-02 +2.394076E-04 +1.780854E-02 +1.052307E-04 +2.186288E-02 +1.497067E-04 +3.194382E-02 +2.767915E-04 +1.981368E-02 +1.273769E-04 +1.877558E-02 +1.265392E-04 +1.417443E-02 +6.166476E-05 +2.212430E-02 +2.632636E-04 +2.374352E-02 +2.219833E-04 +1.982357E-02 +1.244517E-04 +2.176887E-02 +1.479907E-04 +2.211146E-02 +1.744887E-04 +2.632645E-02 +2.345209E-04 +1.865032E-02 +9.479280E-05 +8.886657E-03 +7.897267E-05 +3.881565E-03 +1.506655E-05 +2.035959E-02 +1.545849E-04 +5.408324E-03 +1.235584E-05 +3.081402E-02 +3.088501E-04 +9.806977E-03 +4.330960E-05 +1.018609E-02 +4.294591E-05 +9.226673E-03 +4.541418E-05 +4.673888E-02 +7.259649E-04 +3.364805E-02 +2.708923E-04 +5.076096E-03 +2.451309E-05 +2.901364E-02 +2.532122E-04 +7.806133E-04 +6.093572E-07 +3.644644E-03 +1.328343E-05 +1.179702E-02 +7.165837E-05 +2.718056E-03 +3.819178E-06 +5.723147E-03 +1.649298E-05 +7.773891E-03 +3.529051E-05 +1.115104E-02 +6.227777E-05 +9.380823E-04 +8.799983E-07 +2.110702E-02 +2.314722E-04 +9.164034E-03 +8.397951E-05 +2.878634E-03 +8.286535E-06 +2.412358E-03 +5.819472E-06 +3.592113E-03 +1.259446E-05 +1.061542E-03 +1.126871E-06 +1.061005E-02 +6.378995E-05 +2.262863E-02 +2.134904E-04 +4.932568E-02 +1.013562E-03 +4.434800E-03 +1.966745E-05 +3.543848E-02 +3.907123E-04 +6.351670E-02 +8.082692E-04 +1.120440E-02 +6.020495E-05 +1.271627E-02 +1.138958E-04 +1.317971E-02 +1.283504E-04 +4.175068E-02 +4.721609E-04 +4.719861E-03 +1.292507E-05 +2.110845E-02 +1.606447E-04 +2.643999E-02 +4.515582E-04 +1.584933E-02 +1.517240E-04 +2.722050E-02 +2.687811E-04 +1.659864E-02 +1.602697E-04 +1.460579E-02 +7.296338E-05 +1.667527E-02 +7.659557E-05 +1.954766E-02 +1.958690E-04 +5.348255E-02 +7.892181E-04 +2.376431E-02 +2.391288E-04 +5.591523E-02 +9.485384E-04 +1.370856E-02 +9.050677E-05 +5.450647E-03 +2.370212E-05 +1.109064E-02 +3.209966E-05 +2.139697E-02 +1.327750E-04 +7.530266E-03 +3.317195E-05 +2.236762E-02 +2.484276E-04 +3.218876E-02 +3.194520E-04 +4.439949E-02 +4.700365E-04 +4.145048E-02 +6.160575E-04 +2.755723E-02 +1.980107E-04 +3.536416E-03 +1.250624E-05 +3.796951E-02 +3.849958E-04 +6.133699E-02 +7.361457E-04 +5.118847E-02 +7.087924E-04 +4.325360E-02 +3.559259E-04 +5.715503E-02 +7.076137E-04 +1.994367E-02 +1.135983E-04 +3.186941E-02 +3.744690E-04 +4.637513E-02 +7.426830E-04 +4.678402E-02 +5.051356E-04 +5.683059E-02 +7.719357E-04 +4.472359E-02 +5.489146E-04 +4.641105E-02 +4.328837E-04 +3.875770E-02 +2.535785E-04 +2.600096E-02 +1.865919E-04 +6.555234E-02 +8.910392E-04 +5.582042E-02 +7.162616E-04 +1.692374E-02 +1.615669E-04 +3.470624E-02 +4.790779E-04 +3.257084E-02 +3.403031E-04 +2.675003E-02 +2.457420E-04 +2.801937E-02 +2.215875E-04 +7.130451E-02 +1.215735E-03 +3.908046E-02 +3.420927E-04 +2.493772E-02 +1.882099E-04 +3.127664E-02 +2.687556E-04 +1.848721E-02 +1.086350E-04 +4.559436E-02 +6.021063E-04 +2.311880E-02 +1.624915E-04 +3.479445E-02 +3.484721E-04 +1.926168E-02 +1.308908E-04 +3.233949E-02 +4.113097E-04 +2.531547E-02 +1.602174E-04 +3.064744E-02 +4.616564E-04 +2.324816E-02 +1.594510E-04 +3.637582E-02 +2.900099E-04 +8.994329E-03 +6.448592E-05 +3.126828E-02 +2.929252E-04 +6.623408E-02 +9.259675E-04 +5.067226E-02 +7.266218E-04 +1.944502E-02 +1.129255E-04 +1.894322E-02 +1.634142E-04 +2.938560E-02 +3.774229E-04 +1.274072E-02 +4.700848E-05 +1.852799E-02 +8.599112E-05 +2.840002E-02 +2.824285E-04 +1.675187E-02 +6.001456E-05 +1.583414E-02 +1.146758E-04 +2.467080E-02 +1.791066E-04 +2.429886E-02 +1.465756E-04 +4.169274E-02 +3.719563E-04 +4.425685E-02 +3.768102E-04 +3.936580E-02 +3.569861E-04 +3.228557E-02 +4.413308E-04 +2.600991E-02 +1.778020E-04 +1.483060E-02 +9.800023E-05 +2.431671E-02 +1.525456E-04 +2.525097E-02 +2.063916E-04 +9.893851E-03 +6.091107E-05 +1.284691E-02 +5.677495E-05 +1.176515E-02 +4.949187E-05 +1.719246E-02 +1.917119E-04 +1.203403E-02 +7.909237E-05 +5.331427E-03 +2.336507E-05 +3.975430E-02 +5.274567E-04 +1.639862E-02 +1.086529E-04 +1.451376E-02 +1.024099E-04 +1.674010E-02 +1.301387E-04 +1.274735E-02 +8.226390E-05 +8.621764E-03 +3.760361E-05 +1.221653E-03 +1.492437E-06 +1.334015E-02 +1.027746E-04 +2.191148E-02 +1.401632E-04 +1.486511E-02 +2.209714E-04 +0.000000E+00 +0.000000E+00 +6.004083E-03 +1.902085E-05 +1.361036E-03 +1.852419E-06 +1.133104E-02 +1.283925E-04 +2.340325E-02 +1.962949E-04 +5.543718E-03 +2.217280E-05 +1.641479E-03 +2.694454E-06 +7.520785E-03 +5.656221E-05 +2.316397E-02 +2.163266E-04 +1.503190E-03 +2.259579E-06 +2.755550E-02 +3.819323E-04 +5.598619E-03 +1.868432E-05 +7.337280E-02 +7.562501E-04 +3.342494E-02 +3.166980E-04 +3.270045E-02 +2.972336E-04 +5.884216E-02 +7.767407E-04 +4.201710E-02 +4.048015E-04 +5.195603E-02 +8.711317E-04 +3.865120E-02 +7.214508E-04 +1.709710E-02 +9.326097E-05 +3.072239E-02 +2.347014E-04 +5.372446E-03 +2.534053E-05 +3.456518E-02 +2.287399E-04 +1.863426E-03 +1.760716E-06 +7.043763E-02 +1.142331E-03 +5.957072E-02 +6.867515E-04 +2.936742E-02 +3.644470E-04 +4.154035E-02 +8.102835E-04 +3.125571E-02 +3.090389E-04 +3.278182E-02 +2.850922E-04 +5.624403E-02 +1.321671E-03 +5.267508E-02 +4.500871E-04 +5.118243E-02 +5.834954E-04 +3.772002E-02 +4.808585E-04 +3.120409E-02 +3.256819E-04 +1.269757E-02 +6.809547E-05 +7.621943E-02 +8.822967E-04 +7.063787E-02 +6.860351E-04 +3.820430E-02 +3.013297E-04 +2.598766E-02 +2.642023E-04 +4.772712E-02 +6.736339E-04 +5.571467E-02 +6.558465E-04 +6.989842E-02 +9.921188E-04 +5.691659E-02 +6.138331E-04 +4.745968E-02 +4.875407E-04 +2.517281E-02 +1.777625E-04 +3.453764E-02 +2.575831E-04 +3.678682E-02 +2.232106E-04 +6.159202E-02 +7.446644E-04 +7.402619E-02 +8.166836E-04 +3.079397E-02 +1.729121E-04 +2.976318E-02 +2.939100E-04 +6.196754E-02 +7.985561E-04 +4.573649E-02 +4.977571E-04 +5.184150E-02 +5.346308E-04 +3.572994E-02 +4.166733E-04 +7.158668E-02 +1.137870E-03 +6.805269E-02 +1.334154E-03 +1.544641E-02 +1.184836E-04 +4.080580E-02 +2.711106E-04 +6.730382E-02 +5.994225E-04 +6.959151E-02 +7.968294E-04 +6.844495E-02 +6.873689E-04 +3.982711E-02 +4.023966E-04 +7.153847E-02 +1.090657E-03 +6.487099E-02 +8.578756E-04 +5.677193E-02 +6.105851E-04 +3.596721E-02 +3.090171E-04 +1.082961E-01 +3.227259E-03 +5.962911E-02 +7.551521E-04 +4.948149E-02 +5.554256E-04 +6.785947E-02 +1.110826E-03 +5.762901E-02 +6.212796E-04 +6.087257E-02 +6.729057E-04 +3.772597E-02 +3.838498E-04 +2.850401E-02 +1.747764E-04 +1.768475E-02 +1.069083E-04 +2.780927E-02 +1.698673E-04 +3.453643E-02 +2.962760E-04 +1.837436E-02 +2.013831E-04 +3.659980E-02 +2.348049E-04 +3.054690E-02 +2.813786E-04 +3.132532E-02 +3.455601E-04 +2.335177E-02 +1.374254E-04 +1.196332E-03 +1.431210E-06 +2.476179E-02 +2.653564E-04 +1.790796E-02 +1.064338E-04 +1.184235E-02 +8.423116E-05 +2.799658E-02 +5.617551E-04 +2.030450E-02 +2.576663E-04 +8.303766E-03 +5.214994E-05 +4.041730E-03 +1.090394E-05 +2.986619E-02 +2.827127E-04 +2.229929E-02 +1.519355E-04 +5.323139E-03 +2.592643E-05 +2.651612E-02 +2.766801E-04 +1.450230E-02 +1.498552E-04 +7.412637E-03 +2.888171E-05 +9.400529E-03 +6.621053E-05 +3.029548E-02 +4.052580E-04 +1.243508E-02 +6.288539E-05 +1.198419E-02 +5.523762E-05 +4.374560E-03 +1.780516E-05 +2.979014E-02 +8.874523E-04 +2.580654E-02 +2.098368E-04 +3.481130E-02 +5.049550E-04 +5.249576E-02 +6.265972E-04 +2.771540E-02 +1.953573E-04 +3.881911E-03 +1.506923E-05 +1.395283E-02 +7.162473E-05 +0.000000E+00 +0.000000E+00 +1.018370E-02 +5.206119E-05 +1.114700E-02 +1.176442E-04 +1.049451E-02 +1.101347E-04 +5.036595E-03 +2.536729E-05 +7.539891E-03 +5.684995E-05 +1.295846E-02 +8.832755E-05 +6.722018E-03 +4.134188E-05 +8.020929E-03 +6.433530E-05 +3.711357E-04 +1.377417E-07 +1.072421E-02 +9.664988E-05 +7.914243E-04 +6.263524E-07 +1.123761E-02 +5.297887E-05 +4.604237E-03 +2.119900E-05 +2.760683E-03 +7.621372E-06 +2.512913E-02 +3.493271E-04 +5.000627E-03 +2.357049E-05 +7.258502E-03 +5.268586E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.543283E-04 +2.381723E-08 +1.061213E-02 +5.821318E-05 +3.116461E-02 +2.297687E-04 +2.803704E-02 +2.797298E-04 +4.205142E-02 +7.617564E-04 +3.089606E-02 +3.841841E-04 +4.067181E-02 +5.209339E-04 +4.772829E-02 +5.008494E-04 +2.041778E-02 +1.052853E-04 +2.550064E-02 +1.577697E-04 +2.535009E-02 +1.436581E-04 +2.477998E-02 +1.466856E-04 +4.935703E-02 +5.287841E-04 +4.209561E-02 +3.673401E-04 +6.717373E-02 +1.033532E-03 +3.688917E-02 +2.040493E-04 +5.184423E-02 +6.998946E-04 +1.090427E-02 +5.954895E-05 +3.711181E-02 +3.906132E-04 +3.794230E-02 +3.813539E-04 +5.746201E-02 +7.226025E-04 +3.036240E-02 +2.781002E-04 +4.221735E-02 +3.714206E-04 +3.513752E-02 +3.340809E-04 +2.075876E-02 +1.512222E-04 +1.984694E-02 +1.213274E-04 +5.530918E-02 +6.590090E-04 +9.049160E-02 +2.058066E-03 +4.099122E-02 +4.975831E-04 +4.504213E-02 +4.222416E-04 +5.327180E-02 +9.750069E-04 +2.713151E-02 +3.824995E-04 +1.395941E-02 +6.713990E-05 +6.539495E-02 +1.315050E-03 +4.609529E-02 +5.505696E-04 +2.309123E-02 +1.557654E-04 +4.385008E-02 +3.340319E-04 +1.493783E-02 +1.737231E-04 +9.776631E-02 +1.970288E-03 +4.125278E-02 +3.916673E-04 +7.482358E-02 +1.269871E-03 +3.955301E-02 +5.842865E-04 +3.022771E-02 +2.583401E-04 +6.083894E-02 +1.090410E-03 +5.072597E-02 +4.942755E-04 +8.145327E-02 +1.798921E-03 +5.018154E-02 +5.763238E-04 +6.751481E-02 +9.395476E-04 +2.207964E-02 +1.581583E-04 +3.501165E-02 +5.144488E-04 +5.215273E-02 +5.920447E-04 +5.010025E-02 +5.014953E-04 +2.662408E-02 +3.418835E-04 +2.192042E-02 +1.449217E-04 +5.460893E-02 +8.473201E-04 +2.745138E-02 +2.344747E-04 +6.293006E-02 +1.209801E-03 +1.515908E-02 +7.799685E-05 +5.584922E-02 +7.270160E-04 +6.325982E-02 +8.313196E-04 +3.232644E-02 +3.105276E-04 +6.555591E-02 +9.868982E-04 +4.405933E-02 +5.135976E-04 +4.508920E-02 +5.703077E-04 +6.055208E-02 +1.090007E-03 +2.864027E-02 +4.106021E-04 +5.539631E-02 +5.330403E-04 +4.145966E-02 +5.802590E-04 +3.216526E-02 +3.202535E-04 +2.274863E-02 +1.468115E-04 +3.933468E-02 +5.080832E-04 +3.980443E-02 +4.090753E-04 +1.667020E-02 +1.399808E-04 +1.927082E-02 +1.888217E-04 +8.987299E-03 +4.363480E-05 +1.499765E-02 +1.199239E-04 +2.667794E-02 +3.146345E-04 +2.922730E-02 +2.894568E-04 +2.933651E-02 +3.320559E-04 +3.703390E-02 +3.430551E-04 +2.783548E-02 +3.367359E-04 +1.558523E-02 +1.528702E-04 +9.151802E-03 +2.830099E-05 +1.269253E-02 +8.518232E-05 +1.297572E-02 +6.098427E-05 +1.877257E-02 +1.429523E-04 +2.927305E-02 +1.891005E-04 +4.100031E-02 +3.758126E-04 +6.708043E-03 +1.686660E-05 +9.678153E-03 +3.281150E-05 +1.239433E-02 +5.125379E-05 +1.414929E-02 +1.932253E-04 +2.414659E-02 +1.360487E-04 +1.595049E-02 +8.844471E-05 +2.157827E-02 +1.296286E-04 +4.719393E-02 +8.572543E-04 +1.110713E-02 +5.299868E-05 +3.652899E-03 +6.034148E-06 +2.666457E-03 +7.109993E-06 +1.995408E-02 +1.924473E-04 +0.000000E+00 +0.000000E+00 +1.259526E-02 +7.940408E-05 +2.060250E-02 +9.745819E-05 +3.737256E-02 +5.009100E-04 +0.000000E+00 +0.000000E+00 +3.943266E-03 +1.554935E-05 +1.567341E-02 +2.079475E-04 +2.117284E-03 +4.482894E-06 +9.422070E-04 +8.877539E-07 +2.293127E-02 +3.389296E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.363161E-03 +1.903717E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.933219E-03 +8.603774E-06 +9.555025E-04 +9.129850E-07 +9.437133E-03 +7.790053E-05 +2.923925E-02 +3.528934E-04 +1.234685E-02 +7.409576E-05 +2.015801E-02 +1.346104E-04 +3.177898E-02 +3.974523E-04 +2.722682E-02 +2.613275E-04 +1.332491E-02 +8.833790E-05 +2.471995E-02 +2.250773E-04 +1.791586E-02 +9.711103E-05 +1.008543E-02 +5.177950E-05 +3.671492E-02 +3.486286E-04 +4.697936E-03 +1.454837E-05 +3.530660E-02 +2.445447E-04 +3.182993E-02 +2.663104E-04 +6.972875E-02 +8.236787E-04 +2.953387E-02 +1.971089E-04 +1.499654E-02 +8.219741E-05 +2.032976E-02 +2.648790E-04 +3.647292E-02 +3.219792E-04 +3.651839E-02 +3.406526E-04 +1.655220E-02 +8.424506E-05 +1.396369E-02 +8.972904E-05 +1.273240E-02 +3.974723E-05 +3.145700E-02 +2.319862E-04 +3.908149E-02 +3.796920E-04 +3.758055E-02 +4.020800E-04 +3.617524E-02 +3.257739E-04 +1.988243E-02 +8.197926E-05 +2.738772E-02 +2.634275E-04 +2.694525E-02 +3.898167E-04 +8.185337E-03 +3.146523E-05 +3.884073E-02 +4.076472E-04 +3.979187E-02 +3.314455E-04 +3.086219E-02 +2.598940E-04 +2.629264E-02 +1.914903E-04 +3.890472E-02 +5.215698E-04 +7.622234E-02 +1.290879E-03 +4.905631E-02 +5.502197E-04 +8.166861E-02 +1.261893E-03 +1.952803E-02 +1.558926E-04 +1.694676E-02 +1.118552E-04 +6.470170E-02 +1.405904E-03 +3.051972E-02 +3.145121E-04 +1.199749E-02 +5.327168E-05 +5.111076E-02 +4.577265E-04 +4.066992E-02 +2.722345E-04 +1.631823E-02 +2.126658E-04 +5.006173E-02 +8.118217E-04 +3.872413E-02 +3.512424E-04 +1.854168E-02 +1.441045E-04 +2.605849E-02 +1.567385E-04 +6.890638E-02 +8.399419E-04 +9.017385E-03 +2.928917E-05 +4.558731E-02 +6.522399E-04 +3.501894E-02 +2.884954E-04 +2.419458E-02 +2.090467E-04 +3.199427E-02 +3.325466E-04 +2.801352E-02 +2.573804E-04 +5.627575E-02 +4.729888E-04 +5.538593E-02 +9.117749E-04 +9.988179E-03 +3.875947E-05 +3.324293E-02 +6.223777E-04 +3.256087E-02 +2.670410E-04 +1.646743E-02 +5.144310E-05 +2.226095E-02 +1.470800E-04 +1.628612E-02 +1.152610E-04 +1.618577E-02 +7.211617E-05 +1.930414E-02 +1.220647E-04 +1.724870E-02 +1.455127E-04 +4.327574E-02 +5.134733E-04 +2.824881E-02 +2.715301E-04 +3.493862E-02 +2.583646E-04 +1.884165E-02 +1.788665E-04 +1.467933E-02 +5.080280E-05 +1.299465E-02 +9.639884E-05 +2.952804E-02 +3.132431E-04 +2.947868E-02 +2.697003E-04 +4.066294E-02 +4.353644E-04 +9.818409E-03 +3.408128E-05 +2.257142E-02 +1.773281E-04 +2.631380E-02 +2.008541E-04 +7.817557E-03 +3.231048E-05 +3.004399E-02 +2.512247E-04 +2.379647E-02 +1.572770E-04 +1.190596E-02 +7.133590E-05 +3.669599E-03 +7.614308E-06 +3.524588E-02 +6.568122E-04 +2.992308E-02 +4.230623E-04 +1.274094E-02 +1.328366E-04 +5.831189E-03 +3.400276E-05 +2.694669E-02 +2.833412E-04 +5.401970E-03 +2.870341E-05 +1.531113E-02 +2.344308E-04 +2.818212E-02 +2.508805E-04 +6.018670E-03 +1.339458E-05 +3.135237E-02 +2.932082E-04 +1.445720E-02 +7.588017E-05 +4.288786E-03 +9.207138E-06 +1.789810E-02 +1.516089E-04 +9.253514E-03 +4.749918E-05 +1.264562E-02 +6.576676E-05 +1.070319E-02 +4.478972E-05 +1.415492E-02 +1.115472E-04 +1.237832E-02 +1.173944E-04 +1.898132E-02 +1.734677E-04 +1.588396E-02 +1.672878E-04 +8.888206E-03 +3.000680E-05 +1.347805E-02 +1.075768E-04 +8.960513E-03 +8.029080E-05 +1.002091E-02 +1.004186E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.435497E-03 +2.060652E-06 +0.000000E+00 +0.000000E+00 +5.665691E-03 +3.210006E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.041548E-02 +1.197601E-04 +1.669855E-02 +9.707784E-05 +3.190917E-02 +3.118144E-04 +2.698204E-02 +2.576928E-04 +1.189160E-02 +9.942168E-05 +2.348512E-02 +3.296319E-04 +1.140595E-02 +6.617354E-05 +1.374259E-02 +1.410979E-04 +1.255607E-02 +7.873461E-05 +7.864031E-03 +4.838745E-05 +1.593264E-02 +1.218281E-04 +2.316177E-02 +1.888813E-04 +3.274203E-02 +4.214562E-04 +4.999621E-02 +7.536114E-04 +1.563474E-02 +1.343787E-04 +8.708484E-03 +7.583770E-05 +2.107918E-02 +2.187555E-04 +2.910702E-02 +3.998082E-04 +7.617700E-03 +2.193353E-05 +1.700107E-02 +8.128869E-05 +6.963129E-03 +2.370142E-05 +3.757556E-03 +7.723834E-06 +6.844700E-03 +1.865982E-05 +0.000000E+00 +0.000000E+00 +6.321883E-02 +8.571413E-04 +1.633430E-02 +8.360948E-05 +4.661160E-02 +6.647817E-04 +2.819914E-02 +2.263726E-04 +5.160608E-03 +1.176516E-05 +3.724581E-02 +3.991801E-04 +3.366254E-02 +4.756834E-04 +3.272091E-02 +3.136387E-04 +3.150344E-02 +5.603937E-04 +3.053435E-02 +3.064103E-04 +5.018376E-02 +7.512706E-04 +1.782702E-02 +1.582484E-04 +5.454298E-02 +6.963046E-04 +3.434637E-02 +2.650481E-04 +4.639835E-02 +5.957957E-04 +6.710704E-02 +1.030761E-03 +2.783260E-02 +2.567821E-04 +2.021322E-02 +1.104356E-04 +3.656457E-02 +3.385507E-04 +5.149636E-02 +6.911292E-04 +4.599218E-02 +5.179619E-04 +2.657233E-02 +1.479256E-04 +2.594194E-02 +1.128527E-04 +2.895128E-02 +2.955239E-04 +2.687481E-02 +3.626243E-04 +3.451352E-02 +2.533975E-04 +9.090721E-03 +3.110021E-05 +1.139934E-02 +3.267544E-05 +2.470073E-02 +1.785507E-04 +2.303258E-02 +2.975041E-04 +9.093317E-03 +4.351584E-05 +1.691381E-02 +7.336594E-05 +1.577922E-02 +6.626943E-05 +7.311515E-03 +4.314301E-05 +2.398179E-02 +2.714635E-04 +1.207409E-02 +7.038532E-05 +9.646937E-03 +6.240330E-05 +3.308646E-03 +8.945747E-06 +3.979657E-03 +1.583419E-05 +1.656976E-02 +1.072146E-04 +1.166744E-02 +6.838875E-05 +2.364052E-02 +1.601679E-04 +8.529245E-03 +4.691308E-05 +2.863656E-03 +4.325861E-06 +1.121080E-02 +5.006497E-05 +1.497013E-02 +5.900556E-05 +2.649897E-02 +2.304484E-04 +5.753268E-03 +1.666246E-05 +1.276218E-02 +1.345546E-04 +1.556346E-02 +6.261456E-05 +9.194225E-03 +3.710978E-05 +4.174838E-02 +4.465305E-04 +6.387885E-03 +4.080507E-05 +2.468925E-03 +3.120910E-06 +7.845546E-03 +3.030707E-05 +4.222447E-02 +5.752551E-04 +1.592406E-02 +7.749454E-05 +1.026649E-02 +5.062746E-05 +2.872692E-02 +2.001840E-04 +6.023793E-03 +1.261869E-05 +3.291924E-02 +3.008142E-04 +2.747582E-02 +2.577797E-04 +3.100632E-03 +9.613917E-06 +1.754850E-02 +1.600577E-04 +4.130307E-02 +7.961862E-04 +1.740998E-02 +1.627004E-04 +2.691167E-02 +1.722730E-04 +2.388348E-02 +2.118218E-04 +2.472965E-02 +1.866393E-04 +1.783280E-04 +3.180087E-08 +1.881711E-02 +2.343031E-04 +7.731059E-03 +5.976927E-05 +3.545392E-04 +1.256980E-07 +2.115919E-02 +4.050609E-04 +1.931505E-02 +1.770959E-04 +8.592355E-03 +3.835047E-05 +1.639063E-02 +8.991362E-05 +2.381931E-02 +3.089196E-04 +0.000000E+00 +0.000000E+00 +7.768962E-04 +6.035677E-07 +9.601800E-03 +6.220169E-05 +2.652492E-03 +7.035712E-06 +0.000000E+00 +0.000000E+00 +5.050878E-04 +1.275616E-07 +0.000000E+00 +0.000000E+00 +2.737961E-03 +7.496429E-06 +2.514025E-03 +6.320323E-06 +2.881832E-03 +8.304957E-06 +6.838462E-03 +4.676456E-05 +1.097370E-02 +9.728888E-05 +0.000000E+00 +0.000000E+00 +9.859447E-04 +9.720870E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.615150E-03 +2.608708E-06 +6.691031E-03 +4.476990E-05 +1.311285E-02 +1.335771E-04 +9.746699E-03 +5.435948E-05 +2.619143E-02 +2.935747E-04 +9.046379E-03 +7.779812E-05 +5.712042E-03 +2.135917E-05 +1.915978E-02 +3.670973E-04 +2.853273E-03 +8.141168E-06 +0.000000E+00 +0.000000E+00 +2.393866E-02 +2.106855E-04 +3.004183E-02 +2.269939E-04 +9.631425E-03 +9.276434E-05 +9.735452E-03 +5.019410E-05 +1.395218E-02 +1.152301E-04 +1.325573E-02 +8.866748E-05 +1.052027E-02 +5.018499E-05 +1.170102E-02 +5.201919E-05 +1.611315E-02 +2.054467E-04 +1.908905E-02 +1.571258E-04 +7.608532E-03 +3.934213E-05 +1.741431E-02 +1.019628E-04 +1.411382E-02 +9.977567E-05 +7.868921E-03 +3.932841E-05 +1.323626E-03 +1.751985E-06 +4.523543E-03 +2.046244E-05 +6.752807E-03 +1.949653E-05 +1.841941E-02 +1.559683E-04 +1.006329E-02 +5.274707E-05 +1.394664E-02 +9.675067E-05 +2.685176E-02 +2.875759E-04 +1.937813E-02 +1.275139E-04 +1.771534E-02 +1.252565E-04 +2.796921E-02 +2.698979E-04 +2.183840E-02 +1.769635E-04 +7.658704E-03 +4.301652E-05 +7.063464E-03 +1.861477E-05 +2.079773E-02 +1.824985E-04 +7.595574E-03 +3.064952E-05 +1.211180E-02 +8.841834E-05 +2.805177E-02 +2.643063E-04 +1.835110E-02 +8.780414E-05 +4.716810E-03 +1.235625E-05 +1.722225E-02 +1.248655E-04 +1.461114E-02 +1.158237E-04 +2.120375E-02 +1.806744E-04 +5.098995E-03 +2.599975E-05 +2.651034E-02 +4.257982E-04 +1.672031E-02 +1.182950E-04 +3.177035E-02 +5.023513E-04 +9.886429E-03 +4.298686E-05 +2.929934E-02 +2.225698E-04 +2.435671E-02 +3.891490E-04 +5.575194E-03 +1.571213E-05 +1.246779E-02 +8.062679E-05 +3.638841E-02 +5.030096E-04 +9.889193E-03 +5.395416E-05 +1.236680E-02 +8.621970E-05 +5.450447E-03 +1.189907E-05 +4.986345E-03 +1.449098E-05 +1.297524E-02 +8.545203E-05 +2.398525E-02 +2.334347E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.151357E-02 +7.318842E-05 +1.086988E-02 +2.282396E-05 +4.952233E-03 +2.452461E-05 +2.681998E-02 +3.493358E-04 +1.792635E-02 +1.667985E-04 +1.767032E-02 +9.372468E-05 +0.000000E+00 +0.000000E+00 +3.830701E-03 +1.467427E-05 +1.389141E-02 +7.924274E-05 +2.161332E-02 +1.635187E-04 +1.808978E-02 +3.228822E-04 +2.011627E-02 +2.120614E-04 +2.803285E-02 +1.976023E-04 +3.164893E-02 +5.826988E-04 +2.620145E-02 +1.731263E-04 +1.087203E-02 +4.433188E-05 +1.500981E-02 +1.136060E-04 +1.280334E-02 +9.823078E-05 +1.443054E-02 +1.290623E-04 +7.612044E-03 +4.367167E-05 +1.814652E-02 +1.421373E-04 +1.552692E-02 +1.156888E-04 +4.229673E-03 +1.409666E-05 +5.463252E-03 +1.222684E-05 +3.055574E-03 +3.397896E-06 +1.062680E-02 +5.647266E-05 +7.648583E-03 +4.735437E-05 +6.343363E-03 +3.233656E-05 +6.388047E-03 +4.080715E-05 +2.316719E-03 +5.367186E-06 +6.000086E-03 +2.110486E-05 +4.376150E-03 +1.487673E-05 +2.662141E-03 +7.086994E-06 +2.154037E-02 +2.487191E-04 +0.000000E+00 +0.000000E+00 +8.670643E-03 +7.518005E-05 +6.415068E-03 +4.115309E-05 +4.259297E-03 +9.242567E-06 +7.768996E-03 +6.035729E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.070702E-04 +2.571201E-07 +7.749164E-03 +6.004954E-05 +2.077282E-02 +1.782557E-04 +2.821592E-03 +7.357376E-06 +7.859609E-03 +2.640223E-05 +1.059318E-02 +1.122155E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.206274E-03 +4.867644E-06 +3.206294E-03 +1.028032E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.254198E-03 +1.058981E-05 +1.397676E-03 +1.953499E-06 +4.937791E-03 +2.438178E-05 +1.088385E-02 +1.184582E-04 +7.570427E-03 +3.711326E-05 +6.309243E-03 +3.980655E-05 +0.000000E+00 +0.000000E+00 +1.213967E-02 +9.983823E-05 +4.874084E-03 +2.375669E-05 +4.058397E-03 +1.647058E-05 +1.023149E-02 +5.238319E-05 +5.492101E-03 +1.692894E-05 +4.261696E-04 +1.816205E-07 +7.391065E-04 +5.462784E-07 +0.000000E+00 +0.000000E+00 +4.720200E-03 +2.228028E-05 +4.462501E-03 +1.090030E-05 +4.262698E-03 +1.220939E-05 +0.000000E+00 +0.000000E+00 +6.941849E-03 +3.845584E-05 +4.356068E-04 +1.897533E-07 +9.133646E-04 +8.342349E-07 +9.909508E-04 +9.819834E-07 +0.000000E+00 +0.000000E+00 +7.683279E-03 +3.675284E-05 +1.692241E-03 +2.863681E-06 +1.279965E-02 +6.872576E-05 +1.275154E-02 +6.084386E-05 +6.921753E-03 +2.286742E-05 +1.918078E-02 +1.481402E-04 +7.457745E-03 +2.810428E-05 +1.078522E-02 +1.163210E-04 +7.197994E-03 +5.181112E-05 +8.025675E-04 +6.441145E-07 +2.556573E-03 +6.536067E-06 +0.000000E+00 +0.000000E+00 +6.429089E-03 +4.133319E-05 +3.515025E-03 +1.235540E-05 +5.662788E-03 +3.206716E-05 +5.733957E-03 +2.429526E-05 +9.812199E-03 +9.627924E-05 +2.231228E-02 +2.497918E-04 +6.943912E-04 +4.821792E-07 +9.748103E-04 +9.502551E-07 +3.154837E-04 +9.952995E-08 +3.469724E-03 +9.150895E-06 +1.193678E-03 +8.012794E-07 +7.580438E-03 +5.746303E-05 +1.318938E-02 +1.739596E-04 +1.015898E-03 +1.032048E-06 +1.681910E-02 +1.531285E-04 +1.524955E-03 +2.325488E-06 +9.151998E-03 +4.616816E-05 +1.906089E-04 +3.633174E-08 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.700695E-03 +2.892363E-06 +2.317714E-03 +5.371797E-06 +1.409857E-03 +1.987697E-06 +1.273506E-02 +8.339979E-05 +4.494121E-03 +1.016731E-05 +1.103440E-02 +1.217579E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.673962E-03 +2.184592E-05 +2.633080E-03 +6.933109E-06 +2.613993E-03 +6.832957E-06 +6.980156E-04 +4.872258E-07 +2.325597E-03 +5.408400E-06 +4.248435E-03 +1.804920E-05 +3.393252E-03 +1.151416E-05 +4.550717E-03 +2.070903E-05 +0.000000E+00 +0.000000E+00 +9.425449E-03 +8.883909E-05 +1.536541E-02 +1.455454E-04 +4.249575E-03 +6.679858E-06 +1.248169E-02 +9.949896E-05 +6.831847E-03 +3.624359E-05 +3.548741E-03 +7.483656E-06 +9.987031E-03 +9.974079E-05 +1.643136E-02 +1.218722E-04 +1.527060E-02 +1.464881E-04 +1.373922E-02 +9.980826E-05 +9.114368E-03 +8.307170E-05 +7.050031E-03 +4.970294E-05 +1.080620E-03 +8.238789E-07 +4.098765E-04 +1.679987E-07 +1.075174E-02 +6.365724E-05 +1.312349E-02 +8.999353E-05 +5.017714E-03 +1.835187E-05 +1.392246E-02 +6.670002E-05 +1.649060E-04 +2.719400E-08 +1.550685E-02 +1.937712E-04 +2.546241E-03 +6.483345E-06 +1.660063E-02 +1.026631E-04 +1.430530E-02 +1.531996E-04 +1.056698E-02 +6.510590E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.276703E-03 +1.976673E-05 +6.333133E-03 +2.461955E-05 +0.000000E+00 +0.000000E+00 +5.114334E-03 +1.520356E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.584361E-03 +6.678923E-06 +7.292043E-04 +5.317389E-07 +6.586034E-03 +4.337584E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.687689E-03 +2.197443E-05 +1.694183E-03 +2.870258E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.950628E-03 +8.011374E-05 +2.223651E-03 +4.944625E-06 +2.588701E-03 +4.166067E-06 +1.353186E-03 +1.831111E-06 +1.145419E-02 +1.265184E-04 +1.103326E-02 +6.228688E-05 +7.963328E-03 +3.236423E-05 +7.109260E-03 +5.054157E-05 +8.986592E-03 +3.026336E-05 +9.435113E-03 +6.533690E-05 +1.255819E-02 +6.141723E-05 +1.904637E-03 +3.627643E-06 +3.006217E-02 +3.728370E-04 +2.601054E-03 +5.354347E-06 +8.840528E-03 +5.716144E-05 +8.465993E-03 +3.803686E-05 +1.029120E-02 +4.619896E-05 +2.517263E-03 +6.336611E-06 +3.032122E-02 +3.207987E-04 +1.316483E-02 +9.393524E-05 +4.484403E-03 +2.010987E-05 +1.082710E-03 +1.172261E-06 +8.441131E-03 +7.125270E-05 +2.771153E-03 +7.679287E-06 +1.199533E-02 +8.971572E-05 +5.963656E-03 +3.556519E-05 +1.557631E-02 +1.140353E-04 +1.272428E-02 +7.326371E-05 +1.259825E-02 +7.544620E-05 +3.421662E-03 +8.730183E-06 +2.599184E-03 +4.437961E-06 +1.829473E-02 +1.445247E-04 +1.988558E-02 +1.341662E-04 +5.015151E-03 +1.880173E-05 +9.271254E-03 +4.304197E-05 +7.010694E-03 +2.355477E-05 +1.386907E-02 +1.270715E-04 +0.000000E+00 +0.000000E+00 +1.184066E-02 +8.099318E-05 +1.294043E-02 +5.897863E-05 +1.509543E-02 +1.680553E-04 +2.657562E-02 +2.564131E-04 +7.936903E-03 +3.710903E-05 +1.279995E-02 +8.386773E-05 +2.057444E-02 +1.540259E-04 +1.738961E-02 +8.342165E-05 +2.381570E-02 +2.029697E-04 +3.348826E-02 +4.052599E-04 +5.640801E-03 +2.235157E-05 +1.566644E-02 +1.213756E-04 +1.030199E-02 +5.376603E-05 +1.206083E-02 +1.454637E-04 +1.459758E-02 +9.621544E-05 +2.466717E-03 +3.210447E-06 +2.650172E-03 +6.947643E-06 +1.170321E-03 +1.369651E-06 +7.126877E-03 +2.438161E-05 +1.835480E-02 +9.501082E-05 +8.147545E-03 +5.302195E-05 +9.637434E-03 +3.632939E-05 +5.828675E-03 +3.397345E-05 +5.507301E-03 +3.033037E-05 +4.181021E-03 +8.202093E-06 +1.099326E-02 +8.748862E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.284409E-03 +1.649707E-06 +0.000000E+00 +0.000000E+00 +9.797898E-03 +5.115911E-05 +1.526160E-02 +2.245797E-04 +0.000000E+00 +0.000000E+00 +8.941976E-03 +3.425340E-05 +1.269581E-02 +4.243605E-05 +3.974438E-03 +7.397152E-06 +2.010470E-03 +4.041991E-06 +0.000000E+00 +0.000000E+00 +1.197374E-02 +1.332541E-04 +0.000000E+00 +0.000000E+00 +8.283629E-03 +3.269885E-05 +1.300945E-02 +1.417745E-04 +0.000000E+00 +0.000000E+00 +1.629667E-02 +1.807750E-04 +0.000000E+00 +0.000000E+00 +9.049676E-04 +8.189663E-07 +1.728704E-04 +2.988418E-08 +1.171059E-04 +1.371380E-08 +1.466668E-02 +1.562765E-04 +9.306178E-03 +4.410944E-05 +2.032167E-04 +4.129703E-08 +4.126141E-03 +1.702504E-05 +1.373041E-03 +1.577127E-06 +6.770052E-03 +1.751816E-05 +7.270340E-03 +3.122208E-05 +7.913378E-03 +3.252628E-05 +7.744496E-03 +3.219407E-05 +1.137901E-02 +6.365071E-05 +8.991315E-03 +8.084374E-05 +8.759798E-03 +3.772516E-05 +2.655467E-03 +7.051506E-06 +1.307280E-02 +1.137133E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.116469E-03 +4.479440E-06 +0.000000E+00 +0.000000E+00 +1.234025E-02 +7.156691E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.030115E-03 +2.162205E-05 +0.000000E+00 +0.000000E+00 +1.742306E-03 +3.035630E-06 +9.117846E-03 +8.313511E-05 +2.878938E-03 +8.288283E-06 +0.000000E+00 +0.000000E+00 +6.109823E-03 +3.732994E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.919647E-03 +8.524336E-06 +0.000000E+00 +0.000000E+00 +4.513058E-03 +2.036769E-05 +2.434966E-03 +5.929058E-06 +6.244533E-03 +3.899419E-05 +4.627215E-03 +2.141112E-05 +1.207313E-02 +1.457604E-04 +1.762335E-03 +3.105824E-06 +3.165818E-03 +5.137970E-06 +9.978593E-03 +5.242416E-05 +1.009522E-02 +5.333060E-05 +8.730396E-03 +5.025010E-05 +0.000000E+00 +0.000000E+00 +6.083992E-03 +3.701496E-05 +1.749397E-02 +1.459901E-04 +4.949332E-03 +2.449589E-05 +7.478301E-03 +3.127740E-05 +8.743157E-03 +4.036291E-05 +4.871386E-03 +2.373040E-05 +5.692089E-04 +3.239988E-07 +9.602330E-03 +9.220474E-05 +1.400748E-03 +1.962095E-06 +1.996659E-02 +1.274157E-04 +8.719298E-03 +2.962963E-05 +3.012423E-04 +9.074691E-08 +1.426783E-02 +1.227491E-04 +3.332613E-03 +1.110631E-05 +2.141975E-02 +2.376377E-04 +2.213684E-02 +1.416160E-04 +1.262043E-03 +9.810340E-07 +2.357645E-02 +1.613016E-04 +1.707778E-02 +1.069024E-04 +1.800932E-02 +2.225572E-04 +2.052838E-02 +2.130751E-04 +9.431355E-03 +2.922551E-05 +1.815847E-02 +1.950474E-04 +9.568572E-03 +4.645944E-05 +1.099461E-02 +6.036320E-05 +9.072141E-03 +6.427617E-05 +1.910249E-02 +2.360952E-04 +2.039487E-02 +7.952764E-05 +2.674615E-02 +2.143197E-04 +1.118082E-02 +4.432214E-05 +1.622332E-02 +1.003032E-04 +1.684786E-02 +1.194672E-04 +8.445398E-03 +3.014377E-05 +4.286886E-02 +4.103276E-04 +3.177558E-02 +5.845998E-04 +2.583163E-02 +2.413792E-04 +1.289345E-02 +5.623329E-05 +1.555011E-02 +1.288375E-04 +1.061494E-02 +5.601766E-05 +1.756781E-02 +2.932974E-04 +2.887710E-02 +3.007034E-04 +1.588281E-02 +9.821270E-05 +3.610967E-02 +2.899053E-04 +4.140348E-02 +3.470501E-04 +1.740559E-02 +1.378698E-04 +1.480126E-02 +5.260100E-05 +2.369983E-02 +2.137849E-04 +2.707560E-02 +1.736080E-04 +2.437050E-02 +1.689194E-04 +5.241162E-03 +1.231852E-05 +1.184582E-02 +1.221972E-04 +4.941829E-03 +1.681589E-05 +3.876143E-02 +3.114182E-04 +1.805739E-02 +1.779943E-04 +4.068664E-03 +1.247297E-05 +1.283509E-02 +6.405412E-05 +1.405263E-02 +8.412326E-05 +3.367738E-03 +1.104798E-05 +5.424100E-03 +2.942086E-05 +3.627042E-02 +2.858704E-04 +1.582840E-02 +1.151769E-04 +1.471308E-02 +7.877939E-05 +2.318932E-02 +1.792855E-04 +9.750448E-03 +6.662940E-05 +1.810134E-02 +1.643502E-04 +1.693966E-02 +2.020611E-04 +3.266403E-02 +4.536038E-04 +8.990351E-05 +8.082641E-09 +0.000000E+00 +0.000000E+00 +1.827961E-02 +9.804033E-05 +5.356731E-04 +2.869457E-07 +7.118453E-03 +3.354236E-05 +8.598455E-03 +4.333786E-05 +3.841165E-03 +6.340112E-06 +1.189104E-02 +9.912835E-05 +1.107916E-02 +7.337656E-05 +1.238854E-02 +5.452866E-05 +1.748411E-02 +1.300560E-04 +1.489421E-02 +1.038224E-04 +3.510710E-02 +3.649500E-04 +1.383310E-02 +8.763432E-05 +1.035293E-03 +1.071832E-06 +8.670153E-03 +4.351778E-05 +2.306401E-02 +3.087299E-04 +4.893538E-03 +1.247287E-05 +1.533349E-02 +1.198278E-04 +1.103311E-02 +1.011818E-04 +0.000000E+00 +0.000000E+00 +6.372494E-03 +4.060868E-05 +1.784598E-02 +1.107838E-04 +2.213277E-02 +2.457118E-04 +9.160898E-03 +8.392206E-05 +7.176437E-03 +2.695868E-05 +0.000000E+00 +0.000000E+00 +1.449099E-02 +1.855354E-04 +6.140514E-03 +3.770591E-05 +3.471326E-03 +1.205010E-05 +3.317717E-03 +6.402774E-06 +4.069368E-03 +7.554921E-06 +1.399217E-02 +1.259719E-04 +8.279931E-03 +3.963964E-05 +3.387281E-03 +5.813772E-06 +1.543191E-02 +2.381439E-04 +0.000000E+00 +0.000000E+00 +1.973084E-03 +1.950384E-06 +2.689710E-02 +2.716478E-04 +7.683031E-03 +2.485721E-05 +1.445378E-02 +8.597324E-05 +4.222743E-03 +1.516021E-05 +6.305368E-03 +3.407349E-05 +1.260405E-03 +1.588620E-06 +3.375817E-02 +5.621133E-04 +1.600991E-03 +1.737211E-06 +7.153710E-03 +3.676659E-05 +5.212169E-03 +2.716671E-05 +1.695774E-03 +1.621150E-06 +0.000000E+00 +0.000000E+00 +1.110430E-03 +1.233054E-06 +2.297632E-02 +2.644374E-04 +1.281520E-02 +1.255959E-04 +1.657521E-03 +2.747377E-06 +0.000000E+00 +0.000000E+00 +9.240321E-03 +8.538353E-05 +2.913974E-02 +2.579600E-04 +9.393213E-03 +4.408152E-05 +3.533294E-03 +1.014091E-05 +7.221050E-03 +3.456478E-05 +5.883321E-03 +3.324336E-05 +0.000000E+00 +0.000000E+00 +1.786470E-02 +1.645462E-04 +1.151077E-02 +6.938254E-05 +7.385568E-03 +2.798401E-05 +2.346424E-02 +1.901018E-04 +1.630426E-02 +8.873162E-05 +2.972467E-02 +5.257361E-04 +1.859422E-02 +1.663835E-04 +2.492157E-02 +2.791790E-04 +8.446929E-03 +4.641779E-05 +1.575036E-02 +1.413307E-04 +2.141621E-02 +2.114178E-04 +9.218550E-03 +5.856701E-05 +1.393497E-02 +1.681551E-04 +2.755928E-02 +3.099015E-04 +2.067111E-02 +2.311225E-04 +7.301902E-03 +2.576288E-05 +1.174459E-02 +1.379354E-04 +2.345442E-02 +2.329149E-04 +2.401692E-02 +2.113822E-04 +1.479553E-02 +1.158561E-04 +2.124217E-02 +1.621044E-04 +3.923735E-02 +4.101495E-04 +3.054123E-02 +8.645312E-04 +1.265520E-02 +4.989972E-05 +1.166697E-02 +6.120737E-05 +3.559388E-02 +4.727730E-04 +2.141955E-02 +2.066002E-04 +2.317513E-02 +1.247968E-04 +1.228829E-02 +4.298406E-05 +2.122411E-02 +1.700009E-04 +4.431568E-02 +7.537208E-04 +5.417094E-02 +6.431805E-04 +3.745084E-02 +4.075521E-04 +1.774512E-02 +1.407393E-04 +2.978724E-02 +3.062270E-04 +1.967278E-02 +1.664588E-04 +3.543957E-02 +3.722684E-04 +3.536874E-02 +8.723519E-04 +3.140886E-02 +3.838686E-04 +1.858829E-02 +1.107896E-04 +1.824020E-02 +1.836215E-04 +2.080148E-02 +2.097202E-04 +2.970192E-02 +3.340281E-04 +2.114103E-02 +1.280643E-04 +3.143769E-02 +2.601745E-04 +1.148822E-02 +4.430253E-05 +3.669115E-02 +2.699773E-04 +2.526773E-02 +1.444935E-04 +2.338533E-02 +2.317870E-04 +2.431245E-02 +1.599166E-04 +3.934330E-02 +4.923665E-04 +4.997353E-02 +7.091145E-04 +3.004994E-02 +2.557082E-04 +1.141367E-02 +4.892044E-05 +2.001150E-02 +1.373672E-04 +2.115280E-03 +2.242596E-06 +1.057292E-02 +5.077826E-05 +1.717362E-02 +1.290457E-04 +1.905013E-02 +1.926959E-04 +1.916587E-02 +2.156075E-04 +6.461771E-03 +4.175448E-05 +8.417066E-03 +7.084700E-05 +2.183977E-02 +3.345258E-04 +1.218818E-02 +6.675391E-05 +1.188408E-02 +4.837211E-05 +1.722101E-02 +1.291612E-04 +1.107557E-02 +5.688028E-05 +1.182687E-02 +7.357588E-05 +4.760483E-03 +2.266219E-05 +1.721504E-02 +2.015361E-04 +1.234829E-03 +1.524803E-06 +4.827118E-03 +1.482198E-05 +2.004991E-02 +2.327177E-04 +7.935333E-03 +3.453946E-05 +2.621268E-02 +2.901012E-04 +3.519192E-03 +6.258856E-06 +1.868537E-02 +1.870897E-04 +7.965863E-03 +5.731361E-05 +9.682285E-03 +8.828533E-05 +1.998639E-02 +1.394937E-04 +8.216557E-03 +4.328522E-05 +7.843132E-03 +4.070893E-05 +4.339139E-03 +1.224971E-05 +3.610614E-02 +6.801598E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.082895E-02 +6.464050E-05 +2.442211E-03 +5.964395E-06 +9.865737E-03 +4.930592E-05 +1.037252E-02 +8.666197E-05 +2.744700E-03 +7.533378E-06 +0.000000E+00 +0.000000E+00 +1.903165E-03 +3.622037E-06 +1.000573E-03 +1.001147E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.737671E-03 +1.397019E-05 +9.895649E-04 +4.931479E-07 +7.750064E-04 +6.006348E-07 +3.542587E-03 +1.254992E-05 +9.099925E-04 +8.280864E-07 +0.000000E+00 +0.000000E+00 +6.400622E-03 +1.727134E-05 +2.107766E-02 +1.844346E-04 +8.174372E-04 +6.682036E-07 +1.657666E-02 +8.675942E-05 +4.863965E-02 +3.932426E-04 +3.092578E-02 +2.241234E-04 +1.329088E-02 +1.090358E-04 +1.387706E-02 +6.892587E-05 +3.616597E-03 +6.542132E-06 +2.435641E-02 +2.015023E-04 +2.611043E-02 +1.604627E-04 +1.758323E-02 +1.106059E-04 +1.521800E-02 +7.980152E-05 +5.021272E-02 +5.668535E-04 +1.516386E-02 +6.530872E-05 +1.570537E-02 +1.276791E-04 +4.851963E-02 +3.648960E-04 +1.608600E-02 +9.757136E-05 +3.351373E-03 +7.845927E-06 +4.061402E-03 +1.287326E-05 +2.265621E-02 +1.157431E-04 +1.687370E-02 +1.111788E-04 +1.465604E-02 +2.147994E-04 +1.530971E-02 +1.096008E-04 +4.842793E-03 +1.239473E-05 +2.679728E-02 +4.183222E-04 +1.643089E-02 +1.401267E-04 +1.094372E-02 +1.197650E-04 +1.540616E-02 +2.257122E-04 +1.700842E-02 +1.604151E-04 +1.215246E-02 +7.384449E-05 +7.625654E-03 +3.365522E-05 +1.766820E-04 +3.121653E-08 +1.644407E-02 +1.371175E-04 +3.852817E-03 +1.484420E-05 +1.127601E-02 +6.714302E-05 +3.287729E-02 +1.709171E-04 +1.168989E-02 +3.487331E-05 +4.058782E-02 +6.117715E-04 +2.516285E-02 +2.126142E-04 +4.092259E-03 +1.045169E-05 +5.931821E-03 +3.518650E-05 +2.824560E-02 +2.782633E-04 +3.365668E-02 +2.941080E-04 +1.943557E-02 +2.223557E-04 +3.061272E-02 +4.417861E-04 +3.069994E-02 +3.645503E-04 +1.670291E-02 +1.401340E-04 +4.511117E-02 +5.218507E-04 +3.420196E-02 +3.343609E-04 +1.788176E-02 +1.256772E-04 +3.846871E-02 +7.931548E-04 +9.793742E-03 +2.613120E-05 +1.743039E-02 +2.535112E-04 +3.314389E-02 +2.345860E-04 +3.443811E-02 +2.530648E-04 +1.542751E-02 +8.603171E-05 +1.276000E-02 +6.113182E-05 +7.973533E-03 +3.190458E-05 +7.121689E-03 +2.422818E-05 +2.170613E-02 +1.673958E-04 +3.117227E-02 +2.401809E-04 +3.167279E-02 +3.468236E-04 +2.526404E-02 +1.635267E-04 +3.303882E-02 +3.842971E-04 +2.203133E-02 +1.305764E-04 +1.200834E-02 +5.568587E-05 +2.445351E-02 +1.569946E-04 +2.365645E-02 +4.226537E-04 +1.210565E-02 +8.756938E-05 +2.036706E-02 +2.474679E-04 +8.431910E-03 +6.321884E-05 +3.268913E-02 +4.969891E-04 +1.749991E-02 +9.916939E-05 +1.881235E-02 +1.516666E-04 +1.453877E-02 +1.087852E-04 +1.717859E-02 +1.892234E-04 +1.276037E-02 +5.780647E-05 +3.104072E-02 +3.406508E-04 +1.001977E-03 +1.003958E-06 +6.348969E-03 +2.159083E-05 +2.440946E-02 +2.526745E-04 +6.258791E-03 +2.660354E-05 +1.479285E-02 +6.970992E-05 +2.238783E-03 +3.019341E-06 +0.000000E+00 +0.000000E+00 +1.732838E-02 +9.428079E-05 +1.982973E-02 +1.548017E-04 +1.746719E-02 +1.426809E-04 +1.837328E-02 +1.134474E-04 +1.687431E-03 +2.847422E-06 +0.000000E+00 +0.000000E+00 +1.108131E-03 +1.227954E-06 +0.000000E+00 +0.000000E+00 +6.083088E-03 +1.921687E-05 +0.000000E+00 +0.000000E+00 +2.235636E-02 +1.704130E-04 +3.298307E-03 +1.087883E-05 +3.444576E-03 +1.186511E-05 +0.000000E+00 +0.000000E+00 +1.584683E-03 +2.511220E-06 +0.000000E+00 +0.000000E+00 +2.944198E-02 +2.893377E-04 +3.825322E-03 +8.259325E-06 +1.052059E-02 +1.106828E-04 +6.367463E-03 +1.548834E-05 +8.945075E-03 +7.165792E-05 +0.000000E+00 +0.000000E+00 +1.689563E-02 +1.474347E-04 +2.691627E-02 +2.399831E-04 +5.235592E-03 +2.741142E-05 +6.227742E-04 +3.878477E-07 +1.766114E-02 +1.502094E-04 +1.069091E-02 +1.142955E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.167033E-03 +1.361966E-06 +6.120517E-03 +3.746073E-05 +0.000000E+00 +0.000000E+00 +1.023303E-02 +1.047149E-04 +2.066874E-02 +1.001386E-04 +1.691691E-02 +1.044940E-04 +2.888606E-03 +4.203729E-06 +8.199557E-03 +6.723274E-05 +8.796600E-03 +3.439597E-05 +1.777985E-02 +1.279335E-04 +5.173091E-03 +1.411745E-05 +8.544218E-03 +3.441035E-05 +1.522388E-02 +7.640247E-05 +2.921080E-03 +5.061180E-06 +4.583384E-02 +8.366247E-04 +8.148739E-03 +2.919911E-05 +1.413747E-02 +5.529385E-05 +1.066775E-02 +4.789028E-05 +3.533144E-03 +7.473885E-06 +2.311490E-02 +2.083344E-04 +1.409520E-02 +6.334361E-05 +1.266868E-02 +1.025857E-04 +1.817430E-02 +1.281397E-04 +2.934616E-02 +2.841580E-04 +1.415646E-02 +5.438922E-05 +1.739247E-02 +1.676616E-04 +2.234264E-02 +2.048021E-04 +3.563354E-02 +5.581697E-04 +2.101700E-02 +1.567729E-04 +3.567855E-02 +3.452641E-04 +0.000000E+00 +0.000000E+00 +1.528909E-02 +1.142914E-04 +3.999798E-02 +3.292723E-04 +3.315428E-02 +2.544619E-04 +5.201159E-03 +9.899174E-06 +2.749783E-02 +2.293652E-04 +2.499092E-02 +5.508916E-04 +2.525732E-02 +2.565670E-04 +3.015640E-02 +2.858610E-04 +2.766418E-02 +2.790552E-04 +3.005484E-02 +3.234716E-04 +3.568517E-02 +2.580305E-04 +6.142857E-03 +2.907944E-05 +2.345410E-02 +1.898097E-04 +2.924364E-02 +2.505895E-04 +2.047956E-02 +1.405506E-04 +8.150767E-02 +1.410201E-03 +5.252128E-02 +8.371334E-04 +6.012880E-02 +1.011609E-03 +3.519378E-02 +2.902358E-04 +4.251670E-02 +3.947904E-04 +3.571959E-02 +2.602027E-04 +2.187818E-02 +1.398691E-04 +5.540716E-02 +7.284669E-04 +2.842617E-02 +4.884966E-04 +1.252301E-02 +7.096381E-05 +8.938543E-02 +1.652875E-03 +2.513468E-02 +2.201658E-04 +3.158619E-02 +2.896286E-04 +3.058743E-02 +2.207390E-04 +3.766919E-02 +2.532254E-04 +3.452126E-02 +3.369627E-04 +6.821562E-03 +1.674481E-05 +1.308571E-02 +6.874319E-05 +1.344680E-02 +5.119271E-05 +2.511676E-02 +1.604046E-04 +1.030673E-02 +3.882370E-05 +6.503945E-03 +2.445111E-05 +4.321262E-02 +3.857184E-04 +3.705190E-02 +2.934271E-04 +9.822399E-03 +4.416870E-05 +6.084623E-03 +1.852579E-05 +2.048559E-02 +2.953051E-04 +1.341242E-02 +1.222630E-04 +2.114238E-02 +1.479787E-04 +2.320362E-02 +1.379906E-04 +2.171650E-02 +1.839159E-04 +1.657168E-02 +8.685484E-05 +2.850753E-02 +6.762687E-04 +1.437086E-02 +6.366630E-05 +2.666438E-02 +2.390604E-04 +1.455058E-02 +7.023244E-05 +2.796503E-02 +4.887919E-04 +5.092794E-03 +2.130033E-05 +2.264503E-02 +3.247002E-04 +8.661809E-03 +6.140683E-05 +2.616382E-02 +1.702823E-04 +1.507911E-02 +8.300706E-05 +1.443361E-02 +7.395786E-05 +1.641186E-02 +1.096847E-04 +1.469936E-02 +1.873370E-04 +0.000000E+00 +0.000000E+00 +3.970787E-02 +6.439881E-04 +4.412822E-02 +5.494502E-04 +9.962445E-03 +5.235268E-05 +0.000000E+00 +0.000000E+00 +2.093722E-02 +1.052115E-04 +7.811381E-03 +4.759920E-05 +3.641497E-02 +7.029695E-04 +8.397044E-03 +2.709043E-05 +2.123466E-03 +3.931572E-06 +1.699734E-02 +2.554587E-04 +1.480230E-02 +1.378228E-04 +3.208904E-03 +7.335440E-06 +3.150621E-03 +4.545763E-06 +9.664732E-03 +6.094392E-05 +2.067989E-02 +1.424726E-04 +1.639712E-03 +2.688656E-06 +1.417762E-02 +1.634402E-04 +1.507114E-02 +8.397714E-05 +2.808319E-04 +7.886655E-08 +1.533730E-02 +1.336155E-04 +6.885238E-03 +4.740650E-05 +1.085301E-03 +1.177879E-06 +3.015441E-03 +9.092886E-06 +3.299824E-03 +1.088884E-05 +1.653528E-02 +1.371727E-04 +5.894968E-03 +3.475064E-05 +0.000000E+00 +0.000000E+00 +7.840105E-03 +4.810867E-05 +1.786769E-02 +1.192582E-04 +1.362142E-02 +1.855431E-04 +1.056987E-04 +1.117222E-08 +1.379012E-04 +1.901673E-08 +3.976184E-02 +3.081436E-04 +3.400003E-02 +3.861562E-04 +1.033131E-02 +4.547907E-05 +3.200723E-02 +3.291213E-04 +1.922302E-02 +1.273294E-04 +2.302131E-02 +1.673381E-04 +1.410494E-02 +9.967550E-05 +8.284375E-03 +2.719689E-05 +1.532281E-02 +1.321141E-04 +1.159040E-02 +1.147697E-04 +1.115238E-02 +5.847045E-05 +2.488506E-03 +6.192660E-06 +1.528473E-02 +1.168735E-04 +2.583361E-02 +3.510843E-04 +1.483978E-02 +7.211327E-05 +1.723689E-02 +1.770349E-04 +4.297408E-02 +5.876693E-04 +1.340794E-02 +1.010607E-04 +2.598130E-02 +1.838103E-04 +1.048105E-02 +4.328411E-05 +6.670698E-03 +2.287818E-05 +1.255878E-02 +8.694512E-05 +1.640233E-02 +1.364611E-04 +5.890587E-03 +1.799153E-05 +4.956355E-02 +4.752421E-04 +7.796684E-03 +1.768083E-05 +3.083598E-02 +2.792421E-04 +1.458096E-02 +5.645467E-05 +7.569186E-03 +3.754711E-05 +2.507065E-03 +4.341879E-06 +1.203698E-02 +7.766230E-05 +2.678674E-02 +3.401445E-04 +1.198249E-02 +5.391455E-05 +1.519078E-02 +2.005852E-04 +1.008484E-02 +5.247176E-05 +3.944789E-03 +7.547071E-06 +1.923210E-02 +1.704586E-04 +2.742690E-02 +2.352102E-04 +3.879337E-02 +3.186083E-04 +3.036118E-02 +3.694445E-04 +1.078645E-02 +8.056819E-05 +3.404367E-02 +7.510138E-04 +1.101623E-02 +4.757931E-05 +5.796939E-03 +1.152379E-05 +1.071681E-02 +3.071154E-05 +1.765127E-02 +1.539310E-04 +1.237843E-02 +1.532256E-04 +3.345832E-03 +1.119459E-05 +3.062193E-02 +1.645144E-04 +6.793930E-02 +9.932618E-04 +4.614680E-02 +4.889978E-04 +2.113871E-02 +8.875710E-05 +2.775611E-02 +4.665037E-04 +1.797144E-02 +1.714090E-04 +4.371576E-02 +7.460642E-04 +1.815809E-02 +1.279370E-04 +4.830371E-02 +3.759487E-04 +1.325795E-02 +5.806670E-05 +1.813055E-02 +9.725485E-05 +3.349334E-02 +5.508919E-04 +3.853677E-02 +6.121275E-04 +2.827233E-02 +3.996648E-04 +1.169692E-02 +6.609666E-05 +2.860064E-03 +2.774574E-06 +4.500461E-02 +6.897031E-04 +1.991990E-02 +1.226821E-04 +2.871654E-02 +2.726450E-04 +2.504448E-02 +3.571752E-04 +2.517967E-02 +2.881027E-04 +1.092949E-02 +6.219843E-05 +1.681142E-02 +9.934606E-05 +2.701536E-02 +2.448803E-04 +7.482886E-03 +2.023943E-05 +1.231858E-02 +7.205781E-05 +1.042290E-02 +5.643043E-05 +1.344214E-02 +1.593836E-04 +4.059509E-02 +3.817685E-04 +2.835966E-02 +2.003135E-04 +3.296757E-02 +3.481617E-04 +8.945318E-03 +5.734942E-05 +4.158364E-02 +4.771343E-04 +3.219541E-02 +3.467685E-04 +3.640322E-02 +5.176246E-04 +1.323811E-02 +6.684467E-05 +2.779912E-02 +2.726832E-04 +1.845414E-02 +1.674585E-04 +2.693267E-02 +2.468838E-04 +9.414329E-03 +5.512610E-05 +2.825069E-02 +2.591774E-04 +2.620161E-02 +2.109248E-04 +7.213499E-03 +3.407982E-05 +1.352211E-02 +6.552466E-05 +6.315537E-03 +2.639552E-05 +6.768747E-04 +4.581594E-07 +1.301296E-02 +1.236294E-04 +1.184815E-02 +7.782098E-05 +5.752510E-03 +2.159767E-05 +6.250173E-03 +3.906467E-05 +1.607573E-02 +1.495191E-04 +1.260179E-02 +6.178464E-05 +7.164124E-03 +2.799101E-05 +1.897819E-02 +1.618997E-04 +6.220979E-03 +3.870059E-05 +1.043619E-02 +1.089141E-04 +1.799885E-02 +1.511241E-04 +6.923359E-03 +2.426116E-05 +1.059266E-02 +5.102697E-05 +8.516630E-03 +2.760874E-05 +3.177108E-03 +1.009402E-05 +0.000000E+00 +0.000000E+00 +2.808160E-03 +4.005684E-06 +6.247612E-03 +3.903265E-05 +4.414857E-03 +1.949096E-05 +6.992759E-03 +4.889867E-05 +0.000000E+00 +0.000000E+00 +3.247894E-03 +1.054881E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.313467E-02 +8.765602E-05 +3.723505E-03 +1.386449E-05 +3.415218E-02 +4.613465E-04 +9.781551E-03 +6.227028E-05 +1.035601E-02 +1.072469E-04 +3.317975E-03 +6.627656E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.340673E-03 +3.767192E-05 +1.103114E-03 +7.331088E-07 +8.048551E-04 +6.477917E-07 +1.308792E-02 +8.928491E-05 +1.897090E-02 +1.942352E-04 +1.271661E-02 +4.690115E-05 +1.366906E-02 +1.143410E-04 +1.716467E-02 +1.814955E-04 +1.511284E-02 +1.383523E-04 +1.048746E-02 +4.176858E-05 +8.816650E-03 +7.773332E-05 +1.488609E-02 +7.912945E-05 +2.151632E-02 +3.008776E-04 +3.012574E-02 +3.397471E-04 +2.069895E-02 +2.068608E-04 +1.214968E-02 +7.268892E-05 +2.411063E-02 +3.465280E-04 +2.140171E-02 +1.275683E-04 +2.371818E-02 +2.438914E-04 +3.444643E-03 +7.716291E-06 +2.501915E-02 +1.737047E-04 +4.419511E-02 +6.731193E-04 +4.286048E-03 +9.305041E-06 +4.101101E-03 +1.681903E-05 +2.212249E-02 +2.054473E-04 +3.130048E-02 +4.962566E-04 +4.071386E-04 +8.364124E-08 +2.051689E-02 +1.413975E-04 +2.940942E-02 +2.432987E-04 +2.123128E-02 +1.839698E-04 +3.604224E-02 +3.405141E-04 +2.489760E-02 +1.343719E-04 +8.989341E-03 +4.814553E-05 +2.314908E-02 +2.774296E-04 +2.406899E-02 +2.108313E-04 +6.246264E-02 +7.346949E-04 +3.967191E-02 +6.583010E-04 +2.857296E-02 +2.149193E-04 +4.155904E-02 +4.661458E-04 +1.534520E-02 +9.853081E-05 +3.440884E-02 +2.780788E-04 +2.970239E-02 +2.048310E-04 +6.170996E-02 +9.006044E-04 +4.273388E-02 +7.163179E-04 +2.874737E-02 +2.514694E-04 +5.808678E-02 +5.778276E-04 +1.019880E-02 +3.778689E-05 +1.491821E-02 +1.131287E-04 +1.796129E-02 +1.172459E-04 +1.940757E-02 +1.620824E-04 +1.577891E-02 +7.010106E-05 +2.439335E-02 +2.620514E-04 +3.154024E-02 +1.926367E-04 +2.335154E-02 +1.231514E-04 +3.395422E-02 +5.087969E-04 +2.530609E-02 +1.825784E-04 +1.304217E-02 +9.682013E-05 +1.290215E-02 +8.101642E-05 +2.101459E-02 +1.879356E-04 +1.657243E-02 +7.038272E-05 +2.111530E-02 +1.043675E-04 +6.194502E-03 +3.837186E-05 +1.052353E-02 +5.603624E-05 +8.658302E-03 +6.909577E-05 +3.629201E-02 +4.648916E-04 +1.415861E-02 +7.276089E-05 +2.814397E-02 +2.753885E-04 +2.322055E-02 +1.677765E-04 +6.449508E-03 +2.087717E-05 +1.757702E-02 +1.225670E-04 +3.105641E-02 +3.332723E-04 +5.581074E-02 +6.453964E-04 +1.377838E-02 +6.547009E-05 +6.398888E-03 +1.708313E-05 +3.781057E-02 +4.318653E-04 +9.121152E-03 +5.978729E-05 +1.200432E-02 +7.846095E-05 +3.943082E-02 +5.623077E-04 +1.123631E-02 +8.420649E-05 +1.956842E-03 +3.829229E-06 +3.123119E-03 +5.414429E-06 +1.424384E-02 +6.266502E-05 +1.262587E-02 +1.246445E-04 +3.868710E-03 +1.496692E-05 +1.976553E-02 +1.861369E-04 +1.676801E-02 +1.408496E-04 +0.000000E+00 +0.000000E+00 +1.089419E-02 +3.496880E-05 +1.040990E-02 +3.782873E-05 +1.155126E-02 +1.334317E-04 +2.222834E-02 +1.661862E-04 +8.087878E-03 +1.991996E-05 +8.334568E-03 +3.488906E-05 +1.131052E-02 +8.852804E-05 +6.405771E-03 +4.103391E-05 +1.003083E-02 +1.006175E-04 +1.241395E-02 +1.519923E-04 +4.048789E-03 +1.438897E-05 +1.052589E-02 +5.543688E-05 +1.486546E-02 +1.162623E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +9.113008E-03 +8.304691E-05 +2.983176E-03 +8.899339E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.233003E-03 +1.520297E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.276955E-03 +1.829235E-05 +1.998433E-02 +2.418275E-04 +1.321619E-02 +5.408386E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.908646E-02 +1.188139E-03 +1.627559E-03 +1.497727E-06 +1.112144E-02 +4.317501E-05 +2.571930E-02 +2.519054E-04 +1.111838E-02 +1.019262E-04 +2.273032E-03 +4.778269E-06 +1.045515E-02 +8.985538E-05 +7.081716E-03 +2.660865E-05 +7.590797E-03 +2.247160E-05 +1.641020E-02 +1.719075E-04 +1.728006E-02 +1.099900E-04 +1.766601E-02 +9.209633E-05 +1.062682E-02 +4.573030E-05 +1.616544E-02 +1.955488E-04 +2.284097E-02 +2.430682E-04 +2.632131E-02 +2.059882E-04 +8.710958E-03 +4.181020E-05 +5.965563E-03 +1.782762E-05 +1.110494E-02 +3.699022E-05 +2.661691E-02 +2.246969E-04 +2.212530E-02 +1.395249E-04 +1.556981E-02 +8.753189E-05 +2.735493E-02 +2.816433E-04 +1.973893E-02 +1.401745E-04 +2.476147E-02 +2.462155E-04 +2.304260E-02 +1.997146E-04 +3.087088E-02 +3.205602E-04 +1.483776E-02 +1.373201E-04 +1.354512E-02 +1.409255E-04 +1.035135E-02 +3.863549E-05 +3.312303E-03 +5.303029E-06 +6.498890E-03 +3.680120E-05 +3.749813E-02 +3.390015E-04 +4.923508E-02 +4.923222E-04 +4.626046E-02 +9.497479E-04 +2.770816E-02 +1.929725E-04 +5.843183E-02 +1.556938E-03 +3.160268E-02 +3.640686E-04 +1.026287E-02 +3.380990E-05 +2.138353E-02 +2.287382E-04 +3.059606E-02 +2.959038E-04 +2.929170E-02 +3.126563E-04 +5.021892E-02 +5.565888E-04 +2.100077E-02 +2.573189E-04 +2.190532E-02 +2.226920E-04 +2.049630E-02 +2.113870E-04 +2.146468E-02 +1.410466E-04 +2.690921E-02 +3.179805E-04 +2.616671E-02 +1.925955E-04 +2.634627E-02 +1.911779E-04 +2.816409E-02 +7.071771E-04 +4.453253E-03 +1.413130E-05 +5.668660E-03 +1.830302E-05 +6.337510E-03 +2.808743E-05 +2.157063E-03 +2.626084E-06 +1.710740E-02 +1.030080E-04 +4.393034E-02 +4.860857E-04 +9.432725E-03 +4.727240E-05 +2.399854E-02 +2.873912E-04 +2.334594E-02 +1.894046E-04 +2.116278E-03 +2.309841E-06 +1.736633E-03 +3.015895E-06 +1.855086E-02 +1.807756E-04 +2.326145E-02 +2.711740E-04 +6.351219E-03 +3.206610E-05 +1.074896E-02 +9.592700E-05 +2.426314E-02 +2.402876E-04 +5.552317E-03 +3.082822E-05 +2.095065E-02 +1.991018E-04 +2.169140E-02 +1.577872E-04 +1.346698E-02 +1.813595E-04 +1.851769E-02 +1.248695E-04 +1.150443E-02 +1.323520E-04 +3.225224E-03 +1.028422E-05 +1.424775E-02 +9.728602E-05 +6.914336E-03 +2.603712E-05 +6.145101E-03 +3.073114E-05 +9.517298E-03 +9.057896E-05 +1.233852E-02 +1.522392E-04 +9.340690E-06 +8.724848E-11 +5.587854E-03 +2.960910E-05 +4.188965E-05 +1.754743E-09 +1.532736E-02 +1.360126E-04 +1.032177E-03 +1.065389E-06 +2.277628E-02 +2.694862E-04 +2.555053E-02 +2.440877E-04 +1.247322E-02 +1.334338E-04 +5.462316E-03 +1.514225E-05 +3.898608E-03 +1.519914E-05 +2.612058E-02 +2.820258E-04 +1.345325E-03 +1.809900E-06 +1.424872E-02 +9.092501E-05 +3.471230E-03 +1.204944E-05 +6.359090E-03 +3.840400E-05 +1.917977E-02 +2.153919E-04 +1.927459E-02 +1.867766E-04 +7.277626E-03 +4.301548E-05 +1.758100E-02 +2.233855E-04 +1.591982E-02 +1.339392E-04 +1.403451E-02 +1.595840E-04 +2.772584E-03 +7.687221E-06 +3.503348E-03 +1.227345E-05 +8.550208E-03 +4.574780E-05 +1.026600E-02 +1.053907E-04 +7.600665E-03 +3.260778E-05 +2.742007E-03 +7.518602E-06 +1.658396E-02 +1.215288E-04 +6.830548E-03 +3.135187E-05 +6.602799E-03 +4.359696E-05 +1.109241E-02 +1.230415E-04 +6.779623E-03 +4.596329E-05 +3.645837E-03 +1.329213E-05 +1.508147E-02 +1.198732E-04 +6.716730E-03 +1.535650E-05 +1.046297E-02 +3.682969E-05 +1.739520E-02 +1.554447E-04 +4.600480E-03 +1.446787E-05 +7.460739E-03 +2.731013E-05 +1.514674E-02 +1.198569E-04 +4.220264E-03 +9.969175E-06 +2.169272E-02 +4.705740E-04 +9.675806E-04 +9.362122E-07 +5.179591E-03 +2.315855E-05 +1.138925E-02 +6.925375E-05 +9.997711E-03 +6.179086E-05 +3.081278E-03 +9.494274E-06 +3.700047E-03 +1.369034E-05 +3.011013E-03 +9.066202E-06 +1.145051E-02 +9.182801E-05 +6.297437E-03 +3.965771E-05 +1.660002E-02 +1.073795E-04 +3.415256E-02 +5.534391E-04 +1.198620E-04 +1.436691E-08 +1.721853E-02 +1.675873E-04 +6.018460E-03 +2.750129E-05 +1.296570E-02 +7.740615E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.174665E-02 +6.270751E-05 +4.635351E-03 +1.126353E-05 +1.003857E-02 +6.571904E-05 +5.644531E-03 +1.334207E-05 +4.526991E-03 +1.037733E-05 +1.749944E-02 +1.644096E-04 +6.562041E-04 +4.306038E-07 +3.151840E-03 +6.283990E-06 +1.416627E-03 +2.006831E-06 +1.167504E-02 +6.909742E-05 +2.811985E-03 +5.112215E-06 +5.155310E-03 +1.342515E-05 +7.848229E-03 +3.090383E-05 +2.266763E-02 +2.236187E-04 +2.364836E-02 +2.141462E-04 +2.565358E-02 +2.343895E-04 +2.352979E-02 +1.627590E-04 +2.532866E-02 +1.748531E-04 +2.943996E-02 +1.858123E-04 +1.978072E-02 +1.378621E-04 +4.752296E-02 +8.690665E-04 +2.109231E-02 +1.162787E-04 +2.371486E-02 +1.461356E-04 +1.491665E-02 +1.176787E-04 +1.101731E-02 +5.460358E-05 +1.270771E-02 +1.614859E-04 +2.128764E-03 +4.531635E-06 +8.651209E-03 +3.745274E-05 +9.842580E-03 +5.186994E-05 +3.911891E-03 +9.151716E-06 +3.055814E-03 +4.175553E-06 +2.892779E-02 +4.024021E-04 +1.010133E-02 +3.809385E-05 +2.261791E-02 +3.582087E-04 +6.621274E-03 +1.516519E-05 +9.719002E-03 +8.728992E-05 +1.702852E-02 +9.808415E-05 +2.065145E-02 +2.352883E-04 +2.637467E-02 +3.980026E-04 +1.231369E-02 +7.901345E-05 +3.047925E-02 +5.576054E-04 +1.718284E-02 +1.792938E-04 +1.314154E-02 +8.732097E-05 +4.938634E-03 +2.439011E-05 +1.192433E-02 +7.454428E-05 +1.119634E-02 +9.134493E-05 +6.888608E-03 +4.745292E-05 +4.883539E-03 +1.276228E-05 +9.617247E-03 +6.719608E-05 +1.449252E-02 +1.174497E-04 +1.045543E-02 +1.093160E-04 +1.008949E-02 +5.122705E-05 +7.927954E-03 +6.285246E-05 +1.845302E-02 +3.405138E-04 +8.228658E-03 +6.771081E-05 +6.869202E-03 +4.718594E-05 +0.000000E+00 +0.000000E+00 +3.912487E-03 +1.530755E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.524894E-03 +2.325303E-06 +3.851254E-03 +1.483216E-05 +0.000000E+00 +0.000000E+00 +4.329482E-03 +1.874442E-05 +5.724116E-03 +3.276551E-05 +1.972356E-02 +2.091835E-04 +0.000000E+00 +0.000000E+00 +7.941695E-03 +6.307052E-05 +1.218361E-03 +1.484404E-06 +8.631907E-03 +2.740396E-05 +2.208834E-03 +4.878947E-06 +0.000000E+00 +0.000000E+00 +1.874934E-02 +1.220543E-04 +0.000000E+00 +0.000000E+00 +1.572992E-02 +2.474304E-04 +5.514089E-03 +1.989964E-05 +1.779671E-02 +1.664941E-04 +1.057401E-02 +5.685487E-05 +1.635056E-02 +1.225676E-04 +1.062361E-02 +8.565505E-05 +7.003847E-03 +2.883544E-05 +1.911171E-02 +1.273959E-04 +1.691497E-02 +1.030440E-04 +2.139174E-02 +1.545879E-04 +4.594250E-03 +2.093277E-05 +5.435686E-03 +2.954669E-05 +1.354948E-03 +1.835883E-06 +0.000000E+00 +0.000000E+00 +1.056624E-02 +8.413579E-05 +5.503210E-04 +3.028532E-07 +0.000000E+00 +0.000000E+00 +1.274819E-02 +1.223481E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.335500E-04 +6.948056E-07 +1.414513E-03 +2.000846E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.392158E-03 +6.900184E-05 +2.483407E-03 +3.176825E-06 +3.656431E-03 +1.336949E-05 +0.000000E+00 +0.000000E+00 +3.839365E-03 +1.474073E-05 +3.823989E-03 +9.320802E-06 +2.250578E-03 +4.753233E-06 +8.629429E-03 +7.446705E-05 +2.871326E-03 +4.131404E-06 +0.000000E+00 +0.000000E+00 +2.636811E-03 +6.952774E-06 +2.036346E-02 +2.388483E-04 +0.000000E+00 +0.000000E+00 +6.058901E-03 +3.671029E-05 +1.649916E-02 +1.803960E-04 +9.002008E-04 +8.103615E-07 +0.000000E+00 +0.000000E+00 +2.977836E-03 +8.867510E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.666238E-03 +2.776348E-06 +3.446521E-03 +1.187851E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.397859E-03 +4.093260E-05 +9.939317E-04 +9.879002E-07 +0.000000E+00 +0.000000E+00 +3.379451E-03 +1.142069E-05 +3.775163E-03 +1.425186E-05 +5.402308E-03 +2.918493E-05 +0.000000E+00 +0.000000E+00 +3.066345E-03 +9.402470E-06 +2.064821E-03 +4.263488E-06 +0.000000E+00 +0.000000E+00 +3.929483E-03 +1.544084E-05 +0.000000E+00 +0.000000E+00 +7.958653E-03 +2.422048E-05 +4.667921E-03 +1.939557E-05 +1.091475E-02 +1.191317E-04 +1.349305E-02 +9.108877E-05 +0.000000E+00 +0.000000E+00 +8.193721E-03 +6.713706E-05 +3.768357E-03 +1.420052E-05 +0.000000E+00 +0.000000E+00 +8.312611E-03 +6.312834E-05 +0.000000E+00 +0.000000E+00 +2.834779E-02 +4.493928E-04 +3.603299E-03 +1.298376E-05 +1.398620E-02 +9.813764E-05 +4.839816E-03 +1.233066E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.863641E-02 +1.772022E-04 +1.457856E-02 +5.789586E-05 +0.000000E+00 +0.000000E+00 +3.197902E-03 +7.320591E-06 +1.192953E-02 +1.271482E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.297603E-03 +1.087419E-05 +1.053641E-02 +7.928802E-05 +1.290168E-03 +1.664533E-06 +7.987000E-03 +3.742463E-05 +0.000000E+00 +0.000000E+00 +5.650364E-03 +1.970877E-05 +7.149861E-04 +5.112051E-07 +1.661167E-04 +2.759476E-08 +3.284978E-03 +5.460321E-06 +1.451070E-02 +1.578506E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.158549E-03 +6.656193E-05 +5.622106E-03 +3.160807E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.055575E-03 +3.666998E-05 +1.854112E-03 +3.437730E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.739447E-02 +2.305841E-04 +1.125036E-02 +6.331598E-05 +6.810206E-03 +4.637890E-05 +0.000000E+00 +0.000000E+00 +6.747926E-03 +4.553450E-05 +0.000000E+00 +0.000000E+00 +1.394741E-02 +1.945303E-04 +2.622584E-03 +6.877949E-06 +1.396721E-02 +8.639289E-05 +1.971864E-03 +2.405588E-06 +6.799598E-04 +4.623454E-07 +5.338113E-03 +2.849545E-05 +0.000000E+00 +0.000000E+00 +3.083679E-03 +9.509078E-06 +0.000000E+00 +0.000000E+00 +5.566974E-03 +3.099120E-05 +6.089563E-03 +3.708277E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.182201E-04 +1.397600E-08 +1.497577E-03 +2.242737E-06 +1.194961E-02 +1.427932E-04 +5.090570E-03 +2.591391E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.441563E-02 +1.850453E-04 +3.949246E-03 +1.559654E-05 +1.147482E-02 +6.678720E-05 +4.790656E-03 +2.295039E-05 +2.938688E-02 +3.207167E-04 +7.914190E-03 +3.198817E-05 +1.238996E-02 +6.311703E-05 +2.870685E-02 +4.508853E-04 +8.690033E-04 +7.551667E-07 +3.750175E-03 +8.145208E-06 +5.945801E-03 +3.535255E-05 +2.073865E-02 +2.179498E-04 +5.224955E-03 +2.730015E-05 +6.747112E-03 +4.552351E-05 +1.098711E-02 +1.207167E-04 +1.402169E-02 +1.966078E-04 +6.319600E-03 +3.993734E-05 +2.387376E-03 +5.699565E-06 +1.244816E-02 +9.923002E-05 +1.903720E-03 +3.624151E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.088157E-02 +9.541579E-05 +1.667986E-02 +1.732691E-04 +2.974577E-03 +7.103005E-06 +0.000000E+00 +0.000000E+00 +1.565542E-02 +1.356543E-04 +5.121874E-03 +2.623359E-05 +1.347642E-02 +1.816140E-04 +7.048818E-03 +4.968584E-05 +8.541916E-04 +7.296433E-07 +9.672062E-04 +9.354879E-07 +1.364319E-03 +1.861366E-06 +0.000000E+00 +0.000000E+00 +1.694123E-02 +1.101749E-04 +9.648733E-03 +5.327827E-05 +5.632491E-04 +3.172495E-07 +5.501195E-04 +3.026314E-07 +2.231874E-02 +1.541081E-04 +1.581799E-04 +2.502087E-08 +3.332151E-03 +1.110323E-05 +1.076103E-03 +1.157998E-06 +2.068258E-03 +2.471696E-06 +6.360408E-03 +4.045479E-05 +9.546410E-03 +8.324918E-05 +1.244256E-02 +1.391564E-04 +1.522221E-02 +1.604643E-04 +1.751611E-02 +1.578845E-04 +2.848522E-02 +3.774719E-04 +1.666935E-02 +1.287887E-04 +2.601049E-02 +1.654484E-04 +1.462853E-02 +1.514074E-04 +1.036122E-02 +2.729870E-05 +3.013289E-02 +5.178138E-04 +6.940048E-03 +3.918609E-05 +1.375287E-02 +8.850155E-05 +4.528061E-02 +1.357549E-03 +1.232257E-02 +7.950772E-05 +1.121585E-02 +6.408713E-05 +2.569940E-02 +1.918550E-04 +1.469707E-02 +8.471040E-05 +1.711755E-02 +1.239971E-04 +9.636878E-03 +5.293798E-05 +3.161770E-03 +9.996789E-06 +8.714700E-03 +2.408292E-05 +1.410620E-02 +5.595847E-05 +1.396246E-02 +7.316761E-05 +6.643133E-03 +4.413122E-05 +1.487015E-02 +2.211212E-04 +7.340416E-03 +2.601050E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.007764E-02 +5.722187E-05 +1.829678E-02 +1.661821E-04 +0.000000E+00 +0.000000E+00 +5.713110E-04 +3.263963E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.640658E-03 +7.466098E-05 +5.195457E-03 +1.448578E-05 +9.188006E-03 +5.277946E-05 +3.526869E-02 +4.712136E-04 +6.146385E-03 +2.057280E-05 +7.824949E-03 +5.428450E-05 +1.123571E-03 +8.839909E-07 +6.891661E-03 +4.364927E-05 +4.364921E-03 +1.905253E-05 +1.201181E-03 +1.442836E-06 +5.228283E-03 +1.384819E-05 +1.718430E-02 +2.953001E-04 +0.000000E+00 +0.000000E+00 +3.812992E-04 +1.453891E-07 +0.000000E+00 +0.000000E+00 +6.055518E-03 +3.666930E-05 +9.517823E-03 +5.590649E-05 +1.832271E-02 +2.166442E-04 +4.653460E-03 +1.330644E-05 +1.319638E-03 +1.741443E-06 +1.998010E-02 +2.087615E-04 +1.952673E-02 +3.812932E-04 +1.145766E-03 +1.312779E-06 +1.657656E-03 +1.531550E-06 +3.996964E-04 +1.597572E-07 +2.168922E-03 +4.704222E-06 +1.009546E-02 +6.742456E-05 +1.351166E-02 +1.825651E-04 +5.675037E-06 +3.220604E-11 +9.572095E-03 +9.162501E-05 +6.534414E-03 +4.269856E-05 +5.103086E-03 +1.977156E-05 +1.422451E-02 +1.226099E-04 +1.591795E-02 +9.062188E-05 +1.290685E-02 +1.665867E-04 +2.759639E-03 +5.979949E-06 +5.540182E-03 +2.864658E-05 +7.118865E-03 +5.067824E-05 +3.901182E-03 +1.521922E-05 +3.129228E-03 +9.792066E-06 +2.337345E-02 +3.083111E-04 +5.782988E-03 +3.344296E-05 +1.183738E-02 +7.704715E-05 +1.824831E-02 +2.292488E-04 +3.496090E-03 +1.222265E-05 +9.292171E-03 +3.690851E-05 +0.000000E+00 +0.000000E+00 +1.306958E-03 +1.708139E-06 +1.243655E-03 +1.546677E-06 +3.433995E-03 +1.179232E-05 +1.639660E-02 +1.824133E-04 +6.576554E-03 +4.325106E-05 +2.532395E-03 +6.413025E-06 +6.762989E-03 +2.897167E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.334668E-02 +1.047788E-04 +1.305189E-02 +1.030248E-04 +8.198795E-03 +6.722025E-05 +1.683520E-03 +2.834239E-06 +1.500808E-02 +1.126550E-04 +1.539428E-02 +1.821438E-04 +2.455546E-03 +6.029706E-06 +2.193372E-02 +2.314080E-04 +1.444577E-02 +5.573892E-05 +7.305456E-03 +1.814082E-05 +1.858412E-03 +3.453695E-06 +1.426686E-03 +2.035434E-06 +3.561457E-03 +1.268398E-05 +1.248693E-03 +1.559235E-06 +2.313897E-02 +2.152402E-04 +1.863256E-03 +3.450371E-06 +1.788487E-03 +3.198687E-06 +1.676383E-02 +8.374979E-05 +6.494885E-03 +4.218353E-05 +1.903048E-02 +1.868180E-04 +1.165732E-02 +7.359583E-05 +1.314239E-02 +1.079381E-04 +7.428146E-03 +3.124329E-05 +1.781177E-02 +1.428387E-04 +2.141814E-02 +2.417843E-04 +1.315912E-02 +1.531583E-04 +3.222344E-02 +3.902936E-04 +1.770775E-02 +7.881419E-05 +1.708026E-02 +1.718391E-04 +1.281970E-02 +1.260311E-04 +6.667158E-03 +4.445099E-05 +5.880525E-03 +3.458058E-05 +1.004477E-02 +7.325413E-05 +1.836415E-02 +1.688418E-04 +1.290946E-02 +7.689001E-05 +1.880553E-02 +1.377085E-04 +1.061803E-02 +4.535301E-05 +8.755257E-03 +3.948244E-05 +5.460171E-03 +1.453656E-05 +2.003353E-02 +1.646998E-04 +4.933035E-03 +1.646909E-05 +3.582474E-04 +1.283412E-07 +5.285586E-03 +2.793742E-05 +8.153369E-03 +6.641494E-05 +1.735862E-02 +1.119735E-04 +2.684495E-02 +2.472513E-04 +1.426362E-02 +8.437522E-05 +1.630285E-02 +1.805494E-04 +2.898476E-02 +3.245700E-04 +1.218630E-02 +5.045314E-05 +2.717966E-02 +2.368081E-04 +4.880411E-03 +8.548338E-06 +1.849721E-02 +1.574800E-04 +1.944560E-02 +1.131956E-04 +2.952619E-02 +3.160661E-04 +2.798856E-02 +2.573872E-04 +1.397855E-02 +4.971104E-05 +1.398481E-02 +1.167417E-04 +1.544809E-02 +1.699375E-04 +5.822588E-03 +3.390253E-05 +1.901665E-02 +1.244503E-04 +1.138085E-02 +4.337776E-05 +1.256995E-02 +1.089860E-04 +9.822419E-03 +8.392794E-05 +2.091306E-02 +1.974310E-04 +2.056976E-02 +1.137681E-04 +1.356899E-02 +6.470150E-05 +3.028750E-02 +2.279946E-04 +0.000000E+00 +0.000000E+00 +1.470630E-03 +2.162754E-06 +0.000000E+00 +0.000000E+00 +2.259893E-04 +5.107116E-08 +1.502832E-04 +2.258504E-08 +0.000000E+00 +0.000000E+00 +8.927903E-03 +4.164794E-05 +4.901666E-03 +1.218338E-05 +5.611948E-03 +3.149396E-05 +1.272700E-02 +9.335134E-05 +9.001180E-03 +4.135922E-05 +2.039487E-03 +4.159507E-06 +1.968435E-03 +2.740032E-06 +1.264004E-02 +7.120367E-05 +6.001180E-03 +2.775952E-05 +1.078599E-02 +1.163375E-04 +1.934497E-02 +1.827215E-04 +2.666821E-02 +6.223514E-04 +1.195403E-02 +8.128009E-05 +1.098910E-02 +1.070451E-04 +1.007611E-02 +6.379410E-05 +1.178478E-02 +7.163230E-05 +6.848778E-03 +2.701275E-05 +1.443406E-02 +2.083422E-04 +5.335062E-03 +2.503721E-05 +1.088670E-02 +1.185202E-04 +1.190580E-02 +7.087419E-05 +5.943649E-03 +3.532697E-05 +4.473272E-03 +2.001016E-05 +1.203514E-02 +7.156719E-05 +1.961626E-03 +3.847978E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.762629E-04 +7.678368E-07 +8.089576E-03 +3.369612E-05 +0.000000E+00 +0.000000E+00 +1.888949E-03 +3.568130E-06 +0.000000E+00 +0.000000E+00 +6.925252E-03 +4.795912E-05 +0.000000E+00 +0.000000E+00 +5.493404E-03 +3.017749E-05 +0.000000E+00 +0.000000E+00 +9.040871E-03 +4.176347E-05 +1.927741E-03 +3.716185E-06 +0.000000E+00 +0.000000E+00 +2.729977E-03 +4.075859E-06 +1.247623E-03 +1.256942E-06 +1.419339E-02 +1.024385E-04 +1.499505E-02 +1.119348E-04 +1.821987E-02 +1.140554E-04 +5.764734E-03 +2.993312E-05 +0.000000E+00 +0.000000E+00 +3.952767E-03 +1.562437E-05 +2.492326E-03 +6.211691E-06 +1.145347E-03 +1.311820E-06 +6.682135E-03 +2.234801E-05 +2.074577E-02 +2.338986E-04 +0.000000E+00 +0.000000E+00 +4.112933E-03 +1.691622E-05 +2.812305E-03 +7.909062E-06 +1.121815E-02 +6.045375E-05 +8.859810E-03 +7.849623E-05 +2.487652E-02 +2.794937E-04 +3.320988E-02 +3.134676E-04 +1.851611E-02 +2.154693E-04 +8.065151E-04 +6.504666E-07 +1.792836E-02 +8.844687E-05 +1.628666E-02 +2.050540E-04 +1.438888E-02 +1.235211E-04 +2.258970E-02 +2.411311E-04 +6.241825E-03 +1.873940E-05 +1.559763E-02 +8.708025E-05 +9.817641E-03 +5.238047E-05 +3.062341E-02 +3.122659E-04 +1.951861E-02 +1.095428E-04 +1.132952E-02 +6.989994E-05 +1.943743E-02 +1.039588E-04 +2.794319E-03 +7.808216E-06 +1.118601E-02 +6.828968E-05 +6.001511E-03 +3.601814E-05 +0.000000E+00 +0.000000E+00 +1.300405E-02 +9.593033E-05 +1.280223E-02 +1.127736E-04 +6.540916E-03 +2.257651E-05 +1.627459E-02 +7.672355E-05 +2.290779E-03 +2.708000E-06 +5.334317E-03 +1.883948E-05 +0.000000E+00 +0.000000E+00 +2.171032E-02 +4.713378E-04 +7.930832E-03 +6.289809E-05 +8.245798E-04 +6.799319E-07 +3.490957E-02 +5.005188E-04 +1.184639E-02 +8.272277E-05 +4.640972E-03 +2.153863E-05 +1.471800E-02 +1.245090E-04 +1.963010E-02 +1.138541E-04 +1.997127E-02 +2.201434E-04 +2.313857E-02 +1.591411E-04 +3.372389E-02 +2.670760E-04 +2.425851E-02 +3.365118E-04 +1.605081E-02 +1.231867E-04 +1.569304E-02 +1.321030E-04 +1.623495E-02 +1.775937E-04 +2.741108E-03 +7.513672E-06 +1.012989E-02 +1.026146E-04 +2.114953E-02 +2.236640E-04 +8.526454E-03 +4.775830E-05 +2.817824E-02 +2.873188E-04 +1.350019E-02 +5.771459E-05 +1.424004E-02 +8.298258E-05 +9.170448E-03 +4.635276E-05 +6.477817E-03 +4.196212E-05 +7.944480E-03 +6.311476E-05 +7.403222E-03 +5.480770E-05 +4.053241E-03 +8.224413E-06 +1.172485E-02 +9.245282E-05 +1.499457E-02 +8.647006E-05 +1.497582E-02 +1.124353E-04 +1.013732E-02 +4.164870E-05 +1.370930E-02 +7.672778E-05 +2.055367E-02 +1.462581E-04 +2.298843E-03 +5.284677E-06 +7.218822E-03 +3.835526E-05 +7.283059E-03 +5.304294E-05 +1.930190E-03 +3.725634E-06 +1.527854E-02 +1.959392E-04 +1.176196E-02 +1.019166E-04 +5.192126E-03 +1.686764E-05 +1.776601E-02 +3.156313E-04 +9.266193E-04 +8.586233E-07 +4.789702E-03 +2.294124E-05 +1.273208E-02 +5.923795E-05 +4.578474E-03 +1.429719E-05 +1.032259E-02 +4.013986E-05 +8.512117E-03 +4.529414E-05 +2.760125E-03 +3.853516E-06 +1.186148E-02 +7.494862E-05 +6.367745E-03 +2.305582E-05 +1.907163E-02 +3.637269E-04 +1.472474E-02 +2.168181E-04 +2.485818E-03 +6.179292E-06 +9.522377E-04 +9.067567E-07 +0.000000E+00 +0.000000E+00 +6.220579E-03 +3.869561E-05 +6.095332E-03 +3.715307E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.262301E-03 +2.769181E-05 +5.479689E-03 +3.002700E-05 +6.079525E-03 +3.696062E-05 +0.000000E+00 +0.000000E+00 +1.590171E-02 +1.268147E-04 +3.610279E-04 +1.303411E-07 +0.000000E+00 +0.000000E+00 +8.132546E-03 +6.613830E-05 +2.032682E-02 +1.206471E-04 +8.777299E-03 +3.221000E-05 +1.078139E-02 +8.192313E-05 +1.370369E-02 +1.028465E-04 +1.130624E-02 +7.378219E-05 +8.434738E-03 +4.129166E-05 +8.687203E-03 +4.703824E-05 +1.167084E-02 +9.188149E-05 +9.399227E-03 +4.417658E-05 +1.628355E-02 +1.330717E-04 +4.307787E-03 +9.685701E-06 +8.451600E-03 +3.775649E-05 +5.169713E-03 +2.672593E-05 +1.759877E-02 +1.632545E-04 +1.832384E-02 +2.144346E-04 +8.358399E-03 +4.375099E-05 +5.145654E-03 +1.905923E-05 +6.540911E-03 +2.172027E-05 +6.238946E-03 +3.892445E-05 +9.026528E-03 +8.147821E-05 +1.058657E-02 +6.139261E-05 +2.040412E-02 +1.575062E-04 +1.446911E-03 +1.198892E-06 +1.693329E-02 +2.647383E-04 +1.564128E-02 +1.134652E-04 +1.891015E-02 +2.104923E-04 +1.193584E-02 +6.865855E-05 +5.361761E-03 +1.672674E-05 +1.000951E-02 +1.001903E-04 +1.553134E-02 +1.732337E-04 +1.169531E-02 +8.836468E-05 +1.711254E-02 +8.287558E-05 +1.675474E-02 +1.078603E-04 +7.340067E-03 +2.729040E-05 +1.081536E-02 +3.126874E-05 +3.406485E-03 +8.834911E-06 +3.343428E-02 +3.497022E-04 +4.844911E-03 +2.347316E-05 +9.642672E-03 +3.222525E-05 +2.374027E-03 +5.636004E-06 +0.000000E+00 +0.000000E+00 +1.278413E-02 +8.171774E-05 +8.201475E-03 +2.237659E-05 +1.881578E-02 +1.877048E-04 +2.413741E-03 +5.826146E-06 +0.000000E+00 +0.000000E+00 +1.006274E-02 +6.190776E-05 +1.053519E-02 +1.109902E-04 +1.154443E-02 +7.416509E-05 +1.438708E-02 +9.828355E-05 +1.557304E-02 +7.863278E-05 +2.959948E-02 +3.254802E-04 +2.126640E-02 +2.263779E-04 +1.333250E-02 +9.259625E-05 +8.097187E-03 +4.855063E-05 +2.424885E-02 +2.966113E-04 +2.681228E-02 +2.678897E-04 +1.342205E-02 +9.083447E-05 +1.852221E-02 +1.164795E-04 +1.036082E-02 +3.109168E-05 +3.374225E-03 +1.138539E-05 +0.000000E+00 +0.000000E+00 +1.470838E-02 +1.100474E-04 +5.185273E-03 +1.344358E-05 +1.713368E-02 +1.030427E-04 +1.380263E-02 +7.771993E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.369880E-02 +1.011774E-04 +0.000000E+00 +0.000000E+00 +1.702988E-03 +2.900170E-06 +3.224817E-04 +1.039945E-07 +2.334294E-02 +1.820252E-04 +2.464885E-02 +2.594770E-04 +7.868672E-03 +3.686924E-05 +1.696186E-02 +1.447059E-04 +1.221404E-02 +1.413028E-04 +5.450115E-03 +2.664026E-05 +1.747036E-02 +8.949298E-05 +1.210109E-03 +7.880456E-07 +5.872554E-03 +2.833552E-05 +6.110700E-03 +3.734065E-05 +6.730381E-03 +4.529803E-05 +1.106480E-02 +6.453983E-05 +4.661997E-03 +9.627459E-06 +1.235549E-03 +1.526580E-06 +3.059303E-03 +4.091974E-06 +1.331637E-02 +1.773256E-04 +1.127273E-02 +4.572567E-05 +5.561483E-03 +2.236756E-05 +2.808420E-04 +7.887222E-08 +1.260578E-04 +1.589057E-08 +1.676818E-02 +1.292731E-04 +4.588056E-03 +1.619108E-05 +1.086940E-02 +5.920997E-05 +2.693850E-02 +1.942317E-04 +7.911653E-03 +4.690071E-05 +0.000000E+00 +0.000000E+00 +4.334789E-03 +1.296774E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.153273E-02 +1.246411E-04 +4.168115E-03 +1.737318E-05 +6.913861E-04 +4.780147E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.076312E-03 +1.158448E-06 +0.000000E+00 +0.000000E+00 +6.513236E-04 +4.242224E-07 +4.046481E-03 +1.637401E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.252510E-03 +1.808384E-05 +3.615344E-04 +1.307071E-07 +0.000000E+00 +0.000000E+00 +7.209384E-04 +5.197522E-07 +4.638297E-03 +1.476804E-05 +7.960081E-03 +6.336290E-05 +7.992716E-03 +6.388350E-05 +6.248400E-03 +3.904251E-05 +3.251537E-03 +1.057249E-05 +4.659652E-03 +1.538910E-05 +5.539175E-03 +1.541085E-05 +8.535703E-03 +4.346942E-05 +8.998329E-03 +3.900152E-05 +5.687215E-03 +3.234442E-05 +1.596335E-02 +2.548286E-04 +8.530323E-03 +3.931792E-05 +1.017684E-02 +9.446210E-05 +7.728054E-03 +5.972283E-05 +1.190597E-03 +1.417522E-06 +3.127298E-02 +3.295468E-04 +1.344275E-02 +9.523694E-05 +2.079586E-02 +1.989175E-04 +3.839799E-02 +4.932270E-04 +5.174938E-03 +1.339006E-05 +1.358324E-02 +1.089522E-04 +1.756783E-02 +1.289305E-04 +2.265853E-02 +2.136181E-04 +3.062087E-03 +9.376376E-06 +7.920684E-03 +6.273724E-05 +1.225388E-02 +1.090305E-04 +0.000000E+00 +0.000000E+00 +5.040336E-02 +1.001787E-03 +3.577389E-03 +1.213293E-05 +2.027233E-02 +1.841145E-04 +8.526330E-03 +7.269830E-05 +2.473025E-03 +3.387085E-06 +2.779371E-03 +7.724904E-06 +2.569990E-02 +2.375881E-04 +2.846302E-03 +7.000982E-06 +8.016283E-03 +6.426079E-05 +1.128836E-02 +7.302626E-05 +5.593794E-03 +3.129053E-05 +3.794187E-03 +1.439586E-05 +4.197962E-02 +4.952293E-04 +4.345282E-02 +6.294744E-04 +1.452584E-02 +1.175955E-04 +2.917378E-03 +8.511092E-06 +3.837919E-02 +6.040828E-04 +1.595681E-02 +1.671534E-04 +2.069332E-02 +1.555507E-04 +1.637316E-02 +8.198545E-05 +3.955650E-02 +4.616788E-04 +3.987608E-02 +4.128014E-04 +1.445031E-02 +8.379386E-05 +3.748511E-02 +3.896476E-04 +1.489901E-02 +6.211483E-05 +1.056996E-02 +4.932144E-05 +2.530483E-03 +3.085686E-06 +2.604486E-02 +2.710909E-04 +1.523080E-02 +1.161357E-04 +4.530157E-02 +9.186158E-04 +3.739071E-02 +3.824392E-04 +5.421099E-03 +7.817313E-06 +8.207479E-05 +6.736271E-09 +2.886871E-02 +3.740149E-04 +2.440276E-02 +2.725688E-04 +1.956211E-02 +1.492057E-04 +1.782732E-02 +1.127670E-04 +1.283354E-02 +6.173666E-05 +1.954381E-02 +9.427503E-05 +1.297780E-02 +9.138902E-05 +2.181493E-02 +2.320538E-04 +2.503029E-02 +3.143307E-04 +1.578971E-02 +1.930902E-04 +1.895196E-02 +2.085171E-04 +2.164445E-02 +4.308530E-04 +6.614594E-03 +3.354838E-05 +1.958896E-03 +3.837275E-06 +7.956441E-03 +3.101452E-05 +8.740693E-03 +1.878710E-05 +4.717219E-03 +2.225215E-05 +1.716056E-02 +1.473898E-04 +1.548104E-02 +1.209228E-04 +7.976454E-03 +4.573154E-05 +3.574695E-03 +9.216369E-06 +2.741321E-02 +2.549640E-04 +0.000000E+00 +0.000000E+00 +2.025622E-02 +1.960098E-04 +1.201060E-02 +9.793928E-05 +4.202319E-03 +1.198218E-05 +3.516911E-03 +1.028337E-05 +1.500435E-02 +7.994514E-05 +0.000000E+00 +0.000000E+00 +1.074321E-02 +4.191026E-05 +8.006624E-03 +6.410602E-05 +2.433120E-02 +2.031677E-04 +7.134350E-03 +2.129978E-05 +1.415761E-02 +1.314603E-04 +0.000000E+00 +0.000000E+00 +4.684128E-04 +2.194105E-07 +1.555699E-02 +1.220338E-04 +0.000000E+00 +0.000000E+00 +1.189524E-02 +1.259321E-04 +5.695907E-03 +1.639973E-05 +1.148462E-02 +6.715405E-05 +7.912483E-03 +3.373065E-05 +9.818811E-03 +4.926317E-05 +6.487419E-03 +2.624109E-05 +3.577589E-03 +1.279914E-05 +2.556263E-03 +6.534482E-06 +1.925244E-02 +1.353408E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.512342E-03 +1.572906E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.009761E-03 +2.691916E-05 +1.903415E-02 +2.306670E-04 +0.000000E+00 +0.000000E+00 +1.925813E-02 +2.228411E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.204709E-05 +1.767957E-09 +1.112716E-03 +1.026860E-06 +4.995721E-03 +2.119357E-05 +9.582688E-03 +4.912319E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.258591E-03 +1.584052E-06 +0.000000E+00 +0.000000E+00 +1.506961E-02 +2.270931E-04 +0.000000E+00 +0.000000E+00 +3.156762E-03 +9.965147E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.271919E-03 +1.070545E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.192376E-02 +1.421760E-04 +0.000000E+00 +0.000000E+00 +1.928825E-03 +3.720366E-06 +1.943635E-02 +1.664326E-04 +3.612093E-03 +1.304722E-05 +0.000000E+00 +0.000000E+00 +5.019096E-03 +2.519133E-05 +0.000000E+00 +0.000000E+00 +3.429642E-02 +6.037541E-04 +1.139096E-02 +4.264106E-05 +1.293869E-02 +1.674098E-04 +2.003096E-02 +2.014432E-04 +2.010667E-02 +2.500218E-04 +1.335449E-02 +8.919019E-05 +2.252014E-02 +1.954126E-04 +2.788185E-02 +2.660696E-04 +8.115794E-03 +3.324767E-05 +6.955896E-03 +4.838448E-05 +2.723828E-02 +3.861702E-04 +4.732643E-03 +1.387204E-05 +0.000000E+00 +0.000000E+00 +4.082813E-03 +1.666936E-05 +1.401026E-02 +1.005674E-04 +0.000000E+00 +0.000000E+00 +1.427915E-02 +6.343809E-05 +2.686138E-02 +2.392925E-04 +9.635432E-05 +9.284155E-09 +6.953059E-03 +4.834503E-05 +2.917356E-02 +5.159715E-04 +9.672890E-03 +8.304370E-05 +2.984068E-03 +8.904663E-06 +1.304060E-02 +8.745157E-05 +1.813922E-02 +1.010555E-04 +1.151283E-02 +5.211722E-05 +9.354548E-03 +8.750757E-05 +1.178790E-02 +1.110524E-04 +1.258062E-02 +8.544907E-05 +3.607211E-04 +1.301197E-07 +1.582915E-02 +7.070718E-05 +1.937119E-02 +1.950823E-04 +1.332017E-02 +7.414520E-05 +2.205367E-02 +2.061957E-04 +4.223808E-03 +9.022959E-06 +6.148362E-03 +1.969516E-05 +1.645952E-02 +1.390727E-04 +1.728344E-02 +1.392406E-04 +6.466043E-04 +2.110298E-07 +4.705122E-03 +2.030851E-05 +7.025793E-03 +3.658890E-05 +3.103723E-03 +9.633099E-06 +3.470074E-03 +1.197655E-05 +1.796773E-02 +2.291535E-04 +4.099507E-02 +7.903292E-04 +3.286662E-02 +4.192817E-04 +3.733996E-03 +1.394273E-05 +1.539460E-02 +6.748290E-05 +8.506657E-03 +4.040723E-05 +1.449704E-02 +7.964661E-05 +6.424781E-04 +4.127781E-07 +1.068810E-03 +1.142356E-06 +8.402167E-03 +2.902954E-05 +2.016559E-03 +1.931744E-06 +5.904876E-03 +1.744647E-05 +1.063831E-02 +9.601929E-05 +2.084247E-02 +1.318930E-04 +9.533318E-03 +3.900826E-05 +0.000000E+00 +0.000000E+00 +5.662059E-03 +1.554095E-05 +1.507166E-02 +1.195863E-04 +1.187313E-02 +1.409713E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.051909E-02 +1.002615E-04 +7.344927E-03 +2.855056E-05 +4.062710E-03 +1.231369E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.271538E-03 +2.778911E-05 +5.183837E-03 +2.687216E-05 +6.579006E-03 +3.513465E-05 +1.657979E-02 +9.720289E-05 +1.390567E-02 +1.829794E-04 +1.609315E-03 +2.589893E-06 +9.242322E-04 +8.542052E-07 +5.251788E-03 +2.585593E-05 +1.394196E-02 +1.899286E-04 +1.004121E-02 +6.150596E-05 +8.611897E-03 +7.416477E-05 +0.000000E+00 +0.000000E+00 +6.369102E-03 +4.056546E-05 +0.000000E+00 +0.000000E+00 +4.202143E-03 +8.954251E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.314629E-03 +2.824528E-05 +1.976022E-02 +2.212235E-04 +1.272513E-02 +8.481359E-05 +6.633009E-03 +2.647092E-05 +0.000000E+00 +0.000000E+00 +1.442106E-02 +9.697293E-05 +6.472429E-04 +4.189234E-07 +2.379169E-03 +5.660446E-06 +7.667194E-03 +2.535417E-05 +8.830977E-03 +7.798615E-05 +1.621106E-02 +2.627986E-04 +6.772740E-03 +1.802681E-05 +9.580139E-03 +9.177906E-05 +9.605659E-03 +9.226868E-05 +3.860340E-04 +1.490222E-07 +6.779358E-03 +2.360922E-05 +4.708810E-03 +2.217289E-05 +6.173392E-05 +3.811077E-09 +1.126607E-02 +4.970626E-05 +5.180092E-03 +2.683335E-05 +1.072674E-02 +4.398838E-05 +1.209673E-04 +1.463308E-08 +1.705297E-03 +2.908038E-06 +6.379934E-03 +2.581579E-05 +6.032067E-03 +3.638584E-05 +1.024167E-02 +1.048918E-04 +1.430980E-02 +1.054695E-04 +7.215286E-03 +2.623727E-05 +5.749044E-03 +1.652576E-05 +2.964845E-02 +4.538269E-04 +1.210532E-02 +1.465388E-04 +5.397660E-03 +1.881606E-05 +1.275784E-02 +9.464933E-05 +1.834254E-02 +2.446997E-04 +3.216133E-03 +6.972527E-06 +2.488125E-02 +2.405187E-04 +7.741502E-03 +2.608150E-05 +7.381296E-03 +5.448353E-05 +3.410901E-02 +8.824374E-04 +5.024674E-03 +1.365929E-05 +1.570845E-02 +1.368005E-04 +1.449556E-02 +2.101212E-04 +1.028318E-02 +4.161057E-05 +9.776647E-03 +2.941897E-05 +8.199169E-03 +6.722638E-05 +2.025508E-02 +2.104786E-04 +2.697011E-02 +4.211737E-04 +1.785963E-02 +1.311215E-04 +1.289992E-02 +7.930853E-05 +7.445306E-03 +2.885732E-05 +2.457980E-02 +5.455563E-04 +3.952189E-03 +1.561980E-05 +3.084856E-02 +5.609567E-04 +4.500071E-03 +1.076210E-05 +2.438974E-02 +2.994719E-04 +2.640780E-03 +2.940153E-06 +0.000000E+00 +0.000000E+00 +1.743763E-02 +3.040709E-04 +2.486514E-02 +2.752661E-04 +1.072657E-02 +4.827389E-05 +1.514761E-02 +1.316837E-04 +2.547598E-03 +6.490253E-06 +2.086908E-02 +1.556319E-04 +8.196809E-03 +2.527831E-05 +0.000000E+00 +0.000000E+00 +2.663244E-03 +5.137123E-06 +1.287090E-02 +5.911111E-05 +9.840661E-03 +8.753543E-05 +1.810617E-02 +2.671167E-04 +2.847418E-02 +3.409356E-04 +2.947971E-02 +2.791642E-04 +6.619695E-03 +1.990618E-05 +6.134693E-03 +3.763446E-05 +1.597613E-03 +2.552366E-06 +1.913486E-03 +3.661430E-06 +2.559123E-03 +6.549110E-06 +2.256161E-02 +1.843863E-04 +2.252283E-02 +1.778086E-04 +1.669980E-02 +1.558242E-04 +9.175899E-03 +3.529706E-05 +1.223045E-03 +1.495838E-06 +7.896290E-04 +6.235140E-07 +2.236006E-02 +2.903653E-04 +9.121058E-03 +3.731403E-05 +1.253111E-02 +1.014451E-04 +5.484385E-03 +1.756212E-05 +1.687337E-02 +1.732204E-04 +1.524003E-02 +8.532464E-05 +8.426569E-03 +5.435313E-05 +1.212847E-03 +9.364743E-07 +9.788392E-03 +7.244841E-05 +1.510504E-02 +1.142793E-04 +2.668876E-03 +3.606650E-06 +1.781850E-02 +1.267611E-04 +1.199360E-03 +1.438464E-06 +1.383900E-02 +5.407190E-05 +3.524731E-03 +1.242373E-05 +6.741413E-03 +4.544664E-05 +1.295543E-02 +7.858647E-05 +2.042378E-03 +2.785654E-06 +1.654921E-02 +2.738765E-04 +6.931886E-03 +4.805104E-05 +3.362911E-02 +3.155202E-04 +3.996687E-02 +1.122772E-03 +1.664163E-02 +1.750063E-04 +2.080670E-02 +1.806877E-04 +2.514658E-02 +6.323503E-04 +1.943388E-02 +2.116870E-04 +1.649356E-02 +2.720374E-04 +6.488961E-03 +4.210662E-05 +9.310217E-03 +8.668014E-05 +4.092763E-03 +1.675071E-05 +2.352731E-05 +5.535343E-10 +1.618193E-02 +2.618549E-04 +2.067040E-02 +2.399722E-04 +6.677837E-03 +1.543268E-05 +1.351035E-02 +1.516153E-04 +1.972555E-03 +3.890972E-06 +0.000000E+00 +0.000000E+00 +8.222240E-03 +6.760524E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.192572E-02 +1.422228E-04 +3.022750E-03 +9.137017E-06 +0.000000E+00 +0.000000E+00 +2.561803E-03 +6.562835E-06 +4.499119E-03 +2.024207E-05 +0.000000E+00 +0.000000E+00 +1.114252E-02 +1.241557E-04 +8.967083E-03 +3.450366E-05 +4.905159E-03 +1.494506E-05 +1.006551E-02 +1.013144E-04 +1.020622E-02 +1.041669E-04 +9.426667E-03 +4.480688E-05 +1.612896E-02 +2.601434E-04 +1.789986E-02 +2.204770E-04 +2.843370E-03 +8.084753E-06 +4.243436E-03 +1.800675E-05 +6.245024E-04 +3.900033E-07 +6.549251E-03 +2.758514E-05 +1.655416E-03 +2.740402E-06 +1.350625E-02 +1.006903E-04 +4.876533E-03 +7.476557E-06 +3.895955E-03 +1.517847E-05 +9.488757E-03 +9.003651E-05 +1.754358E-02 +1.237223E-04 +2.197318E-03 +4.164432E-06 +2.238137E-02 +2.505173E-04 +0.000000E+00 +0.000000E+00 +3.395780E-03 +6.125714E-06 +7.149513E-03 +5.111553E-05 +1.088320E-02 +5.945185E-05 +3.618218E-03 +1.309150E-05 +4.811951E-03 +5.669726E-06 +1.282569E-02 +6.539017E-05 +1.816723E-02 +1.364206E-04 +2.180640E-02 +2.133741E-04 +2.315511E-02 +1.869516E-04 +5.198808E-03 +2.522902E-05 +1.564626E-02 +8.981287E-05 +1.738694E-02 +1.615378E-04 +9.348688E-03 +3.648062E-05 +6.991982E-03 +3.358515E-05 +2.011074E-02 +1.295763E-04 +2.235344E-02 +1.956068E-04 +3.688921E-02 +4.248461E-04 +1.294928E-02 +8.409647E-05 +2.056260E-02 +2.017343E-04 +2.032679E-03 +4.131782E-06 +3.314172E-02 +4.940857E-04 +2.002070E-02 +2.095781E-04 +2.233298E-02 +1.821558E-04 +1.116803E-02 +6.619378E-05 +3.718386E-02 +5.771061E-04 +9.187840E-03 +4.341090E-05 +1.032835E-02 +7.667622E-05 +3.140781E-02 +3.076269E-04 +8.327013E-03 +6.933914E-05 +8.237454E-03 +3.669147E-05 +1.568064E-02 +1.456357E-04 +3.139865E-03 +8.669660E-06 +1.850542E-02 +1.108008E-04 +3.895913E-02 +7.616807E-04 +9.304384E-03 +4.368309E-05 +1.058138E-02 +3.909864E-05 +3.379075E-02 +5.773126E-04 +1.351407E-02 +9.175558E-05 +5.018387E-02 +7.635654E-04 +4.129521E-02 +6.622129E-04 +1.207420E-02 +8.903275E-05 +7.127818E-03 +3.697374E-05 +4.170483E-03 +1.739293E-05 +2.594062E-03 +6.729157E-06 +5.587340E-03 +3.121837E-05 +1.015177E-02 +6.558446E-05 +1.391757E-02 +1.317525E-04 +1.752292E-03 +3.070528E-06 +8.477450E-03 +4.623953E-05 +5.983557E-03 +3.580295E-05 +5.103054E-03 +2.604116E-05 +1.284706E-02 +9.221939E-05 +1.185406E-02 +1.405188E-04 +5.814379E-03 +3.347538E-05 +3.335587E-03 +1.112614E-05 +5.981553E-03 +3.515655E-05 +1.274504E-02 +9.614523E-05 +8.445239E-03 +3.990242E-05 +1.288416E-02 +8.590491E-05 +9.485631E-03 +5.076919E-05 +1.351912E-02 +1.056473E-04 +1.029755E-02 +8.476917E-05 +8.074042E-03 +3.346700E-05 +1.200586E-02 +7.552868E-05 +3.169043E-03 +1.004283E-05 +1.188024E-02 +6.192814E-05 +2.528405E-02 +2.627597E-04 +2.720868E-02 +2.460114E-04 +1.581271E-02 +9.498568E-05 +1.206320E-02 +1.274538E-04 +0.000000E+00 +0.000000E+00 +4.390694E-03 +1.927819E-05 +3.780742E-02 +3.431215E-04 +2.532449E-02 +1.866561E-04 +4.250942E-02 +7.058645E-04 +1.241300E-02 +1.307653E-04 +2.498873E-02 +3.981343E-04 +4.331214E-03 +1.875941E-05 +8.287873E-03 +6.411970E-05 +6.727356E-03 +3.084466E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.056257E-02 +4.891775E-05 +8.893342E-03 +7.909152E-05 +1.070856E-02 +1.146732E-04 +2.314430E-02 +2.795649E-04 +2.235570E-02 +3.877874E-04 +4.970443E-03 +2.470530E-05 +7.371333E-03 +2.573141E-05 +7.946095E-03 +3.425791E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.805950E-03 +4.632096E-05 +6.131572E-03 +3.759617E-05 +1.938653E-02 +1.294900E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.733435E-03 +7.471666E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.019099E-03 +4.076763E-06 +0.000000E+00 +0.000000E+00 +1.788350E-02 +3.198194E-04 +1.706865E-02 +1.323849E-04 +1.490060E-02 +1.476440E-04 +2.221792E-02 +2.925483E-04 +4.171739E-04 +1.740340E-07 +2.385168E-03 +5.689026E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.080141E-02 +6.909063E-05 +1.411309E-02 +1.188575E-04 +0.000000E+00 +0.000000E+00 +3.465488E-03 +8.661280E-06 +9.296665E-03 +6.429405E-05 +9.002784E-03 +4.075354E-05 +3.835298E-03 +1.364040E-05 +1.469327E-02 +1.204209E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.850655E-04 +3.424926E-08 +0.000000E+00 +0.000000E+00 +7.646973E-03 +2.925070E-05 +7.387050E-03 +5.456851E-05 +0.000000E+00 +0.000000E+00 +1.016839E-02 +1.033962E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.638517E-03 +2.930038E-05 +8.194646E-03 +4.215063E-05 +9.043260E-04 +8.178055E-07 +9.272212E-03 +6.088617E-05 +0.000000E+00 +0.000000E+00 +2.798361E-03 +7.830823E-06 +1.048798E-02 +9.594096E-05 +7.327813E-03 +5.369684E-05 +1.328211E-02 +1.285821E-04 +1.111189E-02 +1.234741E-04 +0.000000E+00 +0.000000E+00 +1.258008E-02 +6.251294E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.265300E-03 +3.925398E-05 +5.819258E-03 +3.386377E-05 +1.105857E-02 +6.417907E-05 +2.131490E-02 +1.766858E-04 +1.794476E-02 +1.981035E-04 +1.712607E-02 +1.065864E-04 +2.413347E-03 +3.554495E-06 +1.723920E-02 +2.971902E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.232302E-04 +3.884158E-07 +1.404390E-03 +1.972311E-06 +8.352396E-03 +4.088656E-05 +2.235901E-03 +4.999254E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.308717E-03 +8.647822E-06 +1.449514E-02 +1.054599E-04 +7.239655E-03 +5.241261E-05 +6.356287E-03 +4.040238E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.133856E-03 +3.210863E-05 +0.000000E+00 +0.000000E+00 +1.512212E-03 +2.286785E-06 +4.154314E-03 +1.725832E-05 +7.262209E-03 +5.273967E-05 +7.599831E-04 +5.775743E-07 +1.340828E-03 +1.797819E-06 +8.557543E-03 +6.140954E-05 +9.306772E-04 +8.661601E-07 +3.365838E-03 +1.132887E-05 +1.783952E-02 +1.700871E-04 +8.151560E-03 +6.644792E-05 +1.412163E-03 +1.994205E-06 +0.000000E+00 +0.000000E+00 +8.393921E-03 +3.625731E-05 +2.892958E-03 +8.369207E-06 +2.663546E-03 +7.094477E-06 +1.053646E-02 +1.110171E-04 +2.380087E-02 +1.791293E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.899678E-02 +2.235441E-04 +1.255981E-03 +1.577487E-06 +0.000000E+00 +0.000000E+00 +3.060361E-02 +4.190885E-04 +9.343493E-03 +3.147599E-05 +1.142993E-02 +6.788919E-05 +3.821898E-02 +4.989496E-04 +1.031794E-02 +9.616999E-05 +3.847343E-03 +1.480205E-05 +7.295144E-03 +5.316668E-05 +2.555268E-03 +6.529395E-06 +3.371552E-02 +4.334422E-04 +1.034333E-02 +5.715593E-05 +2.424539E-02 +2.477558E-04 +6.296547E-03 +2.523529E-05 +5.268663E-06 +2.775881E-11 +4.273325E-03 +1.784442E-05 +7.785368E-04 +6.061196E-07 +0.000000E+00 +0.000000E+00 +2.055212E-03 +4.223895E-06 +1.085147E-03 +1.177544E-06 +1.203828E-02 +1.449201E-04 +8.513851E-03 +7.248566E-05 +1.682305E-02 +1.592093E-04 +5.701989E-03 +1.747528E-05 +1.406382E-02 +1.718754E-04 +1.044422E-02 +9.176466E-05 +0.000000E+00 +0.000000E+00 +8.348089E-03 +6.969058E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.906945E-03 +7.933367E-05 +6.358353E-03 +4.042865E-05 +1.520790E-02 +1.159224E-04 +4.947685E-03 +2.447958E-05 +2.912806E-03 +8.484441E-06 +0.000000E+00 +0.000000E+00 +9.152202E-03 +8.376280E-05 +0.000000E+00 +0.000000E+00 +5.935563E-03 +3.523091E-05 +1.254375E-02 +9.130747E-05 +5.923339E-05 +3.508595E-09 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.531612E-02 +1.922429E-04 +8.030170E-03 +6.448363E-05 +1.517919E-02 +2.167306E-04 +3.433170E-03 +1.178666E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.316117E-02 +5.364398E-04 +1.362529E-03 +1.856486E-06 +3.611686E-03 +1.304427E-05 +0.000000E+00 +0.000000E+00 +6.460687E-03 +4.174048E-05 +6.948036E-03 +4.827521E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.557957E-03 +3.089089E-05 +0.000000E+00 +0.000000E+00 +6.454482E-03 +4.166034E-05 +3.194991E-03 +1.020797E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.894202E-03 +2.449025E-06 +0.000000E+00 +0.000000E+00 +7.927838E-03 +3.181819E-05 +5.394633E-03 +1.603648E-05 +1.034042E-03 +1.069243E-06 +8.283529E-03 +6.861686E-05 +1.542011E-02 +2.225626E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.419304E-04 +5.853030E-08 +2.443739E-03 +5.971861E-06 +7.097700E-03 +5.037735E-05 +1.478068E-02 +2.021348E-04 +2.367523E-02 +2.982112E-04 +7.384124E-03 +5.452529E-05 +7.654617E-03 +5.859315E-05 +1.026450E-03 +1.053600E-06 +0.000000E+00 +0.000000E+00 +1.392552E-02 +1.095770E-04 +0.000000E+00 +0.000000E+00 +5.069162E-03 +1.379481E-05 +1.339621E-02 +1.001002E-04 +3.289453E-03 +1.082050E-05 +1.623858E-03 +2.636915E-06 +1.847944E-03 +3.414896E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.847446E-03 +3.413058E-06 +1.099820E-02 +1.209604E-04 +0.000000E+00 +0.000000E+00 +1.640435E-02 +2.691026E-04 +2.182784E-03 +4.764544E-06 +0.000000E+00 +0.000000E+00 +1.275813E-03 +1.627699E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.720689E-03 +3.272628E-05 +1.116355E-02 +1.246248E-04 +8.529463E-03 +3.639777E-05 +4.139169E-03 +8.960215E-06 +0.000000E+00 +0.000000E+00 +1.030147E-02 +1.061204E-04 +5.815697E-04 +3.382234E-07 +3.284857E-03 +1.079029E-05 +5.015540E-03 +2.515565E-05 +7.029105E-04 +4.940832E-07 +1.558413E-02 +1.730424E-04 +1.370408E-02 +1.878019E-04 +0.000000E+00 +0.000000E+00 +1.609422E-03 +2.590240E-06 +7.818005E-03 +4.630866E-05 +1.219348E-02 +1.034273E-04 +7.984526E-03 +3.760111E-05 +4.222658E-03 +1.243401E-05 +0.000000E+00 +0.000000E+00 +5.942864E-03 +3.531763E-05 +1.308780E-02 +7.690842E-05 +2.029518E-03 +4.118944E-06 +1.981332E-04 +3.925676E-08 +0.000000E+00 +0.000000E+00 +2.439590E-03 +5.951598E-06 +8.907783E-03 +7.934859E-05 +1.354841E-03 +1.835595E-06 +0.000000E+00 +0.000000E+00 +2.642370E-03 +6.982121E-06 +5.710458E-03 +3.260934E-05 +2.670214E-03 +7.130043E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.526686E-03 +2.330771E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.173712E-04 +5.146214E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.053373E-04 +9.323085E-08 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.960891E-03 +3.845092E-06 +2.593319E-03 +6.725306E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.055938E-03 +4.226883E-06 +0.000000E+00 +0.000000E+00 +7.924059E-03 +6.279072E-05 +5.825735E-03 +3.393918E-05 +2.270966E-03 +5.157286E-06 +4.020792E-03 +1.616677E-05 +0.000000E+00 +0.000000E+00 +7.875135E-03 +6.201775E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.868597E-03 +8.228851E-06 +4.712391E-03 +2.220663E-05 +3.013063E-03 +9.022268E-06 +2.240346E-02 +2.743433E-04 +1.435642E-02 +2.061067E-04 +7.212403E-04 +5.201875E-07 +0.000000E+00 +0.000000E+00 +2.871018E-04 +8.242745E-08 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.571144E-04 +4.317994E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.592271E-03 +6.719868E-06 +0.000000E+00 +0.000000E+00 +6.119214E-03 +2.103097E-05 +1.006702E-04 +1.013449E-08 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.840519E-03 +4.224333E-06 +7.703605E-03 +4.365657E-05 +2.151607E-02 +2.053917E-04 +1.640412E-02 +1.556657E-04 +0.000000E+00 +0.000000E+00 +3.918995E-03 +8.813598E-06 +1.305196E-03 +1.703537E-06 +0.000000E+00 +0.000000E+00 +2.074958E-03 +4.305451E-06 +2.393281E-03 +5.727795E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.087959E-02 +6.121140E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.687722E-03 +1.828627E-05 +0.000000E+00 +0.000000E+00 +2.946357E-03 +6.684688E-06 +7.063732E-03 +4.989631E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.934883E-03 +5.869581E-06 +8.409929E-03 +6.149562E-05 +2.745823E-02 +6.521438E-04 +1.201447E-02 +1.087290E-04 +6.633607E-03 +4.400474E-05 +1.887657E-02 +1.902505E-04 +1.066788E-02 +8.782373E-05 +0.000000E+00 +0.000000E+00 +1.600207E-02 +1.358625E-04 +1.570426E-02 +8.031448E-05 +7.618369E-03 +2.902146E-05 +7.145469E-03 +2.516589E-05 +1.376636E-02 +6.370790E-05 +1.541625E-02 +1.464449E-04 +5.773182E-03 +1.215402E-05 +0.000000E+00 +0.000000E+00 +1.473942E-02 +1.836603E-04 +7.010669E-04 +4.914947E-07 +3.511738E-03 +7.705053E-06 +0.000000E+00 +0.000000E+00 +1.804511E-03 +3.256261E-06 +1.621925E-03 +2.630642E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.478873E-03 +4.197580E-05 +1.429281E-02 +7.358636E-05 +1.443549E-03 +1.250322E-06 +1.287235E-02 +1.656975E-04 +1.983914E-03 +3.935914E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.356112E-02 +1.068804E-04 +5.339878E-03 +1.723478E-05 +8.186720E-03 +6.702239E-05 +7.797762E-03 +4.871057E-05 +1.006581E-02 +5.151936E-05 +5.659275E-03 +2.119961E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.881327E-03 +3.459001E-05 +0.000000E+00 +0.000000E+00 +1.374149E-02 +9.443928E-05 +4.206527E-03 +1.769487E-05 +6.806510E-03 +4.632858E-05 +2.281857E-03 +5.206870E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.894425E-03 +2.395540E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.040287E-02 +1.082197E-04 +7.780205E-04 +6.053159E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.688314E-03 +7.227030E-06 +0.000000E+00 +0.000000E+00 +1.190766E-03 +1.417924E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.749436E-03 +3.305601E-05 +0.000000E+00 +0.000000E+00 +5.139836E-05 +2.641791E-09 +7.139371E-03 +5.097062E-05 +1.121690E-02 +1.258189E-04 +1.438184E-02 +2.021740E-04 +8.679047E-03 +3.973590E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.811065E-03 +1.119298E-05 +1.596807E-03 +2.549791E-06 +4.228332E-03 +1.787879E-05 +1.715087E-02 +1.641589E-04 +2.847575E-03 +8.108685E-06 +1.640071E-02 +2.689833E-04 +1.100849E-02 +7.267112E-05 +3.790151E-03 +9.498471E-06 +4.797393E-03 +2.301498E-05 +7.898585E-03 +3.517151E-05 +1.933719E-02 +1.281048E-04 +1.442422E-03 +2.080582E-06 +8.573771E-03 +5.060538E-05 +7.581885E-03 +5.275358E-05 +5.417379E-03 +2.934800E-05 +3.209412E-03 +1.030032E-05 +2.798333E-03 +3.945393E-06 +1.552300E-02 +1.218963E-04 +7.384768E-03 +3.199331E-05 +1.316358E-02 +5.990307E-05 +1.498817E-02 +2.246451E-04 +9.040215E-03 +4.175992E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.734695E-03 +3.009167E-06 +7.114423E-06 +5.061501E-11 +3.912836E-03 +7.655678E-06 +1.617613E-02 +1.883218E-04 +1.218286E-02 +1.392308E-04 +1.880803E-02 +1.986237E-04 +6.017906E-03 +3.621519E-05 +5.168100E-03 +2.670926E-05 +2.163002E-04 +4.678578E-08 +5.294067E-03 +2.802714E-05 +1.273053E-02 +1.344601E-04 +0.000000E+00 +0.000000E+00 +1.073823E-02 +3.671089E-05 +1.076429E-02 +6.126916E-05 +2.431651E-02 +2.293165E-04 +4.059612E-03 +9.825318E-06 +1.255912E-02 +8.079994E-05 +9.454907E-03 +4.866058E-05 +6.154747E-03 +2.774226E-05 +3.212052E-05 +1.031728E-09 +3.341615E-03 +6.477383E-06 +6.290204E-03 +3.956667E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.184969E-02 +1.627324E-04 +4.639985E-03 +7.691908E-06 +8.516358E-03 +3.629341E-05 +6.096486E-03 +3.716714E-05 +4.566946E-03 +2.085700E-05 +5.416199E-03 +2.933521E-05 +9.998205E-03 +3.647383E-05 +1.624094E-02 +1.386311E-04 +1.713644E-02 +1.091194E-04 +9.433726E-03 +3.616940E-05 +8.375008E-03 +3.214459E-05 +1.322253E-02 +7.392793E-05 +1.629572E-02 +1.088383E-04 +1.255173E-02 +8.931927E-05 +4.380183E-03 +1.918601E-05 +6.533736E-03 +4.268971E-05 +2.633856E-03 +6.937196E-06 +0.000000E+00 +0.000000E+00 +1.421989E-02 +7.645420E-05 +1.563329E-02 +1.378890E-04 +6.689139E-03 +2.258831E-05 +4.715887E-03 +2.223959E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.555408E-03 +6.530110E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.055157E-03 +4.977524E-05 +1.147633E-03 +1.317063E-06 +3.498839E-03 +1.224188E-05 +0.000000E+00 +0.000000E+00 +6.060332E-03 +3.672762E-05 +2.314037E-03 +5.354769E-06 +0.000000E+00 +0.000000E+00 +1.829833E-04 +3.348290E-08 +5.579187E-03 +1.614376E-05 +8.069429E-03 +6.511568E-05 +5.126092E-03 +2.627682E-05 +0.000000E+00 +0.000000E+00 +8.699535E-03 +7.568191E-05 +4.545782E-03 +2.066414E-05 +3.060334E-03 +9.365641E-06 +8.776445E-03 +7.702599E-05 +9.707234E-03 +9.423040E-05 +1.129146E-03 +1.274970E-06 +0.000000E+00 +0.000000E+00 +1.211356E-02 +8.149615E-05 +3.847726E-03 +8.611053E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.414546E-02 +1.170852E-04 +1.546513E-02 +1.205221E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.049261E-03 +3.421529E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.580917E-03 +2.098480E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.671988E-02 +1.404536E-04 +4.187447E-03 +1.753471E-05 +0.000000E+00 +0.000000E+00 +9.801061E-03 +9.606080E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.210409E-03 +2.714836E-05 +3.678629E-03 +1.353231E-05 +1.104522E-02 +8.645199E-05 +3.666264E-03 +9.133186E-06 +1.124491E-02 +4.204470E-05 +7.958598E-03 +6.333929E-05 +3.662111E-03 +7.433205E-06 +7.461667E-03 +3.580745E-05 +5.034077E-03 +1.838531E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.104414E-02 +1.219730E-04 +8.368745E-04 +7.003589E-07 +8.140045E-03 +6.626033E-05 +6.808086E-03 +2.368425E-05 +5.822223E-03 +2.545235E-05 +2.551035E-03 +3.289492E-06 +1.502181E-02 +1.660600E-04 +7.550656E-05 +5.701240E-09 +0.000000E+00 +0.000000E+00 +1.217357E-02 +1.481959E-04 +6.786354E-04 +4.605461E-07 +1.806860E-03 +3.264745E-06 +3.594594E-03 +1.292111E-05 +8.559397E-03 +3.811982E-05 +0.000000E+00 +0.000000E+00 +2.121810E-02 +1.840335E-04 +7.559584E-04 +5.714731E-07 +2.092211E-03 +4.377346E-06 +1.421408E-02 +2.020400E-04 +9.285942E-03 +7.205649E-05 +7.474477E-03 +5.586781E-05 +3.583842E-03 +9.011099E-06 +2.756710E-02 +2.954654E-04 +2.991840E-03 +4.369296E-06 +3.482938E-03 +1.183374E-05 +1.143738E-02 +6.972985E-05 +5.639592E-03 +1.691703E-05 +0.000000E+00 +0.000000E+00 +1.063198E-02 +5.694346E-05 +5.648158E-03 +3.190169E-05 +0.000000E+00 +0.000000E+00 +1.244355E-03 +1.548420E-06 +2.676687E-03 +7.164656E-06 +3.260967E-03 +9.335997E-06 +0.000000E+00 +0.000000E+00 +1.927954E-03 +3.717008E-06 +1.059048E-02 +5.741073E-05 +5.230595E-03 +2.735912E-05 +9.533249E-03 +3.696231E-05 +1.053723E-02 +1.110332E-04 +2.832405E-02 +3.434387E-04 +1.441353E-02 +1.260738E-04 +0.000000E+00 +0.000000E+00 +1.398828E-02 +8.446808E-05 +2.265623E-03 +5.133046E-06 +1.356474E-02 +1.840023E-04 +6.782328E-03 +4.599998E-05 +2.198007E-03 +4.831237E-06 +4.712291E-03 +1.303004E-05 +6.926008E-03 +4.796959E-05 +6.132578E-03 +3.760852E-05 +5.983410E-03 +3.580119E-05 +8.586374E-03 +3.809555E-05 +0.000000E+00 +0.000000E+00 +3.197666E-03 +1.022507E-05 +3.156773E-03 +9.965215E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.286854E-03 +2.795082E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.721859E-04 +2.229595E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.239119E-03 +2.744837E-05 +7.221953E-03 +5.215660E-05 +2.457714E-03 +6.040358E-06 +1.401084E-03 +1.963035E-06 +0.000000E+00 +0.000000E+00 +5.158551E-03 +2.661065E-05 +0.000000E+00 +0.000000E+00 +4.472610E-03 +2.000424E-05 +5.694791E-03 +3.243065E-05 +7.398120E-03 +2.894256E-05 +3.806237E-03 +8.698067E-06 +2.674415E-03 +7.152497E-06 +0.000000E+00 +0.000000E+00 +1.657507E-04 +2.747328E-08 +2.793490E-03 +7.803589E-06 +7.476981E-03 +3.087616E-05 +0.000000E+00 +0.000000E+00 +7.894136E-03 +6.231738E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.897848E-03 +2.398891E-05 +1.676390E-02 +1.281294E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.903370E-04 +6.246326E-07 +7.819595E-03 +6.114607E-05 +1.100506E-02 +8.629571E-05 +1.869391E-02 +1.421189E-04 +0.000000E+00 +0.000000E+00 +3.810102E-04 +1.451688E-07 +5.413964E-03 +2.931100E-05 +1.249762E-04 +1.561905E-08 +1.097048E-02 +9.844296E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.436007E-03 +1.967816E-05 +3.949136E-03 +1.559568E-05 +1.457501E-04 +2.124308E-08 +0.000000E+00 +0.000000E+00 +1.488964E-02 +1.534704E-04 +6.775424E-03 +4.590637E-05 +0.000000E+00 +0.000000E+00 +5.542223E-03 +3.071624E-05 +1.732773E-02 +1.569663E-04 +1.133676E-02 +8.712347E-05 +1.184582E-02 +8.826114E-05 +1.479885E-02 +2.190061E-04 +5.847140E-03 +1.733399E-05 +1.311058E-02 +1.332257E-04 +9.184773E-03 +6.956925E-05 +0.000000E+00 +0.000000E+00 +2.002776E-03 +4.011110E-06 +0.000000E+00 +0.000000E+00 +1.547268E-03 +2.394037E-06 +2.463050E-03 +6.066616E-06 +9.938238E-03 +4.941918E-05 +3.271241E-03 +1.070102E-05 +5.418979E-04 +2.936534E-07 +5.861863E-03 +3.436144E-05 +1.565429E-02 +1.310740E-04 +6.107505E-03 +3.730162E-05 +9.001131E-03 +4.075308E-05 +1.259761E-02 +8.229091E-05 +2.499102E-03 +6.245510E-06 +4.206168E-03 +1.240824E-05 +7.474727E-03 +3.742604E-05 +1.168710E-02 +1.365883E-04 +1.775737E-02 +1.306104E-04 +1.506764E-02 +9.477082E-05 +1.414243E-02 +8.180040E-05 +0.000000E+00 +0.000000E+00 +9.528880E-03 +4.203080E-05 +1.219771E-02 +7.551004E-05 +8.103122E-03 +5.726465E-05 +1.152530E-02 +6.895213E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.412730E-03 +5.821265E-06 +1.326429E-02 +1.759413E-04 +2.300931E-03 +5.294284E-06 +1.119220E-03 +1.252653E-06 +1.455670E-02 +1.106655E-04 +1.587053E-02 +8.927239E-05 +1.319702E-02 +8.066226E-05 +2.674870E-02 +2.828482E-04 +7.702233E-04 +5.932439E-07 +5.077987E-04 +2.578595E-07 +6.901709E-03 +4.593072E-05 +2.175376E-02 +2.192045E-04 +1.594872E-02 +1.354442E-04 +4.267284E-03 +7.326182E-06 +1.539201E-03 +2.369138E-06 +4.130969E-03 +1.285039E-05 +5.489591E-03 +3.013561E-05 +0.000000E+00 +0.000000E+00 +9.357213E-04 +8.755743E-07 +0.000000E+00 +0.000000E+00 +9.215483E-04 +8.492512E-07 +0.000000E+00 +0.000000E+00 +1.186502E-03 +1.407788E-06 +1.385831E-02 +1.920526E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.364754E-03 +2.878058E-05 +1.933455E-02 +3.075498E-04 +5.556609E-03 +3.087591E-05 +5.679656E-03 +3.225850E-05 +1.115169E-03 +1.243602E-06 +0.000000E+00 +0.000000E+00 +1.315177E-02 +7.604376E-05 +1.171023E-02 +9.253685E-05 +1.352620E-02 +1.021646E-04 +1.432876E-02 +1.215622E-04 +1.086214E-02 +1.179862E-04 +3.397594E-03 +1.154365E-05 +8.530141E-05 +7.276331E-09 +1.455181E-03 +2.117552E-06 +2.339397E-03 +5.472781E-06 +0.000000E+00 +0.000000E+00 +1.504372E-03 +2.263134E-06 +1.135092E-02 +5.936412E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.358062E-02 +7.753051E-05 +1.565828E-03 +2.451816E-06 +0.000000E+00 +0.000000E+00 +2.259528E-03 +5.105466E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.002787E-03 +4.903903E-05 +5.105058E-04 +2.606162E-07 +8.949130E-03 +8.008693E-05 +1.225076E-02 +1.500812E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.276921E-03 +1.630527E-06 +0.000000E+00 +0.000000E+00 +6.547304E-03 +4.286718E-05 +0.000000E+00 +0.000000E+00 +2.527770E-03 +6.389620E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.539093E-03 +3.681883E-05 +1.062190E-02 +9.884294E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.108979E-03 +1.688371E-05 +0.000000E+00 +0.000000E+00 +2.831717E-03 +8.018621E-06 +0.000000E+00 +0.000000E+00 +1.268534E-02 +1.609179E-04 +0.000000E+00 +0.000000E+00 +6.219415E-03 +1.935152E-05 +3.387864E-03 +6.752941E-06 +1.938685E-02 +1.325434E-04 +1.740075E-02 +1.635383E-04 +8.241046E-03 +3.396042E-05 +2.435013E-02 +2.251521E-04 +2.809624E-03 +7.893990E-06 +2.050822E-03 +4.205873E-06 +1.854104E-02 +1.125545E-04 +5.565786E-02 +7.768568E-04 +9.766804E-03 +4.773314E-05 +8.112784E-03 +3.324693E-05 +3.358463E-02 +2.886842E-04 +1.126982E-02 +6.535960E-05 +6.600225E-03 +3.951530E-05 +1.272475E-02 +1.415578E-04 +3.853755E-02 +4.508313E-04 +3.880480E-02 +6.080268E-04 +2.850150E-02 +3.508228E-04 +2.359735E-02 +2.039260E-04 +1.189214E-02 +7.155051E-05 +5.403392E-03 +9.829365E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.869532E-03 +8.234215E-06 +1.513146E-03 +2.289611E-06 +2.664071E-02 +3.608089E-04 +1.171217E-03 +1.371749E-06 +1.961154E-03 +3.846124E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.933157E-03 +8.603411E-06 +1.245993E-02 +8.123632E-05 +1.311038E-02 +5.920806E-05 +1.671939E-02 +7.952994E-05 +1.881422E-02 +2.147999E-04 +1.937513E-02 +1.441670E-04 +8.845864E-03 +7.824932E-05 +1.646464E-02 +1.083300E-04 +1.181867E-02 +3.784092E-05 +7.608328E-03 +2.471962E-05 +1.108812E-02 +4.516832E-05 +9.599133E-03 +3.829052E-05 +6.502514E-03 +3.316749E-05 +6.287956E-03 +2.801433E-05 +1.780293E-02 +1.946015E-04 +1.275372E-02 +9.125160E-05 +1.237191E-02 +8.838163E-05 +8.954323E-03 +2.165808E-05 +4.978895E-03 +2.478940E-05 +7.252076E-04 +5.259261E-07 +0.000000E+00 +0.000000E+00 +8.773832E-03 +7.698012E-05 +1.064913E-02 +5.861157E-05 +2.173452E-02 +2.382938E-04 +0.000000E+00 +0.000000E+00 +1.123793E-02 +1.119985E-04 +9.248209E-03 +4.276506E-05 +6.673907E-03 +2.261222E-05 +4.700843E-03 +2.209793E-05 +6.581413E-04 +4.331500E-07 +5.122825E-03 +2.624333E-05 +1.711356E-02 +1.536926E-04 +9.405859E-03 +4.847862E-05 +2.137636E-02 +3.287570E-04 +5.541198E-03 +1.863324E-05 +2.627325E-03 +6.902837E-06 +5.056694E-04 +2.557016E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.008066E-04 +6.412912E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.083686E-02 +7.017386E-05 +7.909060E-03 +3.181177E-05 +6.944223E-03 +4.822223E-05 +7.199949E-03 +5.183926E-05 +7.244883E-03 +5.248833E-05 +0.000000E+00 +0.000000E+00 +4.551891E-03 +2.071972E-05 +2.612700E-03 +6.826201E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.180774E-03 +5.156352E-05 +0.000000E+00 +0.000000E+00 +1.456678E-02 +1.061886E-04 +7.873994E-03 +6.199979E-05 +0.000000E+00 +0.000000E+00 +1.017907E-02 +8.497792E-05 +0.000000E+00 +0.000000E+00 +2.648845E-03 +7.016382E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.113683E-03 +9.695019E-06 +2.152912E-02 +2.573030E-04 +2.174348E-02 +1.416431E-04 +1.359130E-02 +1.046666E-04 +5.030087E-03 +1.324377E-05 +3.805595E-02 +4.421624E-04 +1.762249E-02 +3.105522E-04 +1.130921E-02 +1.278981E-04 +1.158257E-02 +5.520218E-05 +3.014340E-02 +2.352901E-04 +7.398697E-04 +5.474071E-07 +0.000000E+00 +0.000000E+00 +2.158095E-02 +1.288011E-04 +1.137028E-02 +6.545208E-05 +9.056978E-03 +4.822723E-05 +1.408233E-02 +6.631010E-05 +8.219893E-03 +3.953095E-05 +1.184288E-02 +7.267863E-05 +2.386727E-02 +2.679492E-04 +1.288325E-03 +1.659782E-06 +1.935090E-02 +2.077379E-04 +1.340040E-02 +9.048840E-05 +0.000000E+00 +0.000000E+00 +1.549044E-02 +8.061162E-05 +1.099197E-02 +6.047404E-05 +7.080782E-03 +3.427062E-05 +3.472799E-03 +6.568758E-06 +3.929835E-03 +8.083524E-06 +1.851098E-02 +1.713293E-04 +8.263793E-03 +6.829028E-05 +1.120675E-03 +1.255912E-06 +4.893827E-03 +2.394954E-05 +5.656192E-03 +3.199251E-05 +0.000000E+00 +0.000000E+00 +2.858030E-03 +5.293659E-06 +1.549501E-02 +1.344832E-04 +9.711863E-04 +9.432027E-07 +9.457077E-03 +8.943631E-05 +1.217243E-02 +9.492499E-05 +8.648393E-03 +4.506274E-05 +6.451462E-02 +1.877073E-03 +8.662109E-03 +5.657371E-05 +1.073628E-02 +4.982831E-05 +2.142526E-02 +1.408137E-04 +1.884337E-02 +1.324640E-04 +9.419838E-03 +5.707791E-05 +6.999785E-03 +2.453503E-05 +0.000000E+00 +0.000000E+00 +8.913676E-03 +7.945362E-05 +1.292124E-02 +9.983418E-05 +0.000000E+00 +0.000000E+00 +4.827628E-03 +1.127099E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.698664E-02 +1.056205E-04 +4.787508E-03 +2.292024E-05 +4.255047E-03 +1.810543E-05 +3.886724E-03 +1.510663E-05 +1.186098E-02 +7.059741E-05 +1.453252E-02 +1.086833E-04 +0.000000E+00 +0.000000E+00 +7.067402E-03 +2.637392E-05 +3.161402E-03 +9.994463E-06 +5.388990E-03 +2.904122E-05 +7.417748E-03 +5.502298E-05 +6.539201E-03 +4.276115E-05 +1.498469E-03 +2.245410E-06 +1.333611E-03 +1.201837E-06 +5.502740E-03 +1.562509E-05 +9.767890E-03 +9.541168E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.098476E-03 +4.403603E-06 +5.577893E-04 +3.111289E-07 +0.000000E+00 +0.000000E+00 +3.045752E-03 +4.865283E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.379503E-02 +9.953296E-05 +0.000000E+00 +0.000000E+00 +8.636124E-03 +7.458263E-05 +0.000000E+00 +0.000000E+00 +7.045645E-03 +2.648455E-05 +1.011475E-02 +4.483884E-05 +0.000000E+00 +0.000000E+00 +9.389135E-03 +7.593566E-05 +1.067916E-02 +6.656462E-05 +3.952566E-03 +1.562278E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.084637E-03 +9.514984E-06 +0.000000E+00 +0.000000E+00 +9.561495E-03 +4.797467E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.859951E-03 +1.927817E-05 +1.194577E-02 +8.045748E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.910076E-03 +4.299609E-05 +2.120036E-04 +4.494554E-08 +0.000000E+00 +0.000000E+00 +2.127138E-02 +2.334848E-04 +1.287593E-02 +8.299230E-05 +4.277018E-05 +1.829289E-09 +1.004688E-04 +1.009398E-08 +2.447257E-03 +5.989065E-06 +2.305791E-03 +5.316670E-06 +1.136480E-02 +1.291587E-04 +0.000000E+00 +0.000000E+00 +2.768452E-03 +7.664328E-06 +5.641778E-03 +1.818560E-05 +4.103964E-03 +1.684252E-05 +3.150995E-03 +4.966121E-06 +1.389079E-02 +1.015085E-04 +1.204341E-02 +7.324288E-05 +3.939239E-03 +1.551761E-05 +2.100740E-03 +4.413110E-06 +0.000000E+00 +0.000000E+00 +3.121370E-04 +9.742949E-08 +8.692812E-03 +3.657510E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.360578E-02 +1.851172E-04 +8.807533E-03 +4.705050E-05 +1.276295E-03 +1.628929E-06 +0.000000E+00 +0.000000E+00 +2.799088E-02 +3.488992E-04 +8.830583E-03 +3.479389E-05 +0.000000E+00 +0.000000E+00 +1.426754E-02 +9.585487E-05 +3.715823E-03 +1.380734E-05 +1.996280E-04 +3.985135E-08 +2.207633E-03 +4.873642E-06 +8.386504E-03 +2.372612E-05 +4.377452E-03 +1.916209E-05 +1.017745E-02 +1.035805E-04 +1.310970E-02 +1.718642E-04 +2.921530E-03 +6.227034E-06 +2.875283E-05 +8.267253E-10 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.677890E-03 +6.828914E-05 +1.971608E-02 +2.096834E-04 +1.231474E-03 +1.516528E-06 +5.386204E-03 +2.311027E-05 +9.104772E-03 +6.266273E-05 +2.851370E-02 +2.963326E-04 +1.499443E-02 +2.248328E-04 +1.042363E-02 +9.046944E-05 +3.019759E-02 +3.896508E-04 +1.427350E-02 +1.048252E-04 +3.868253E-03 +1.379002E-05 +1.521899E-02 +2.161525E-04 +6.190138E-04 +3.831781E-07 +0.000000E+00 +0.000000E+00 +1.115733E-02 +7.091899E-05 +2.043681E-06 +4.176632E-12 +9.139814E-03 +8.353621E-05 +1.937117E-02 +2.451840E-04 +1.887751E-03 +3.563602E-06 +0.000000E+00 +0.000000E+00 +1.773107E-02 +2.087719E-04 +2.864478E-03 +8.205233E-06 +1.356862E-03 +1.841075E-06 +0.000000E+00 +0.000000E+00 +1.343337E-02 +1.341548E-04 +1.220488E-02 +6.797621E-05 +9.562510E-03 +9.144159E-05 +5.735820E-03 +3.289964E-05 +1.050313E-02 +1.103157E-04 +0.000000E+00 +0.000000E+00 +5.397066E-03 +2.676184E-05 +6.275917E-03 +3.938714E-05 +2.068257E-02 +1.501741E-04 +2.502516E-02 +2.169555E-04 +0.000000E+00 +0.000000E+00 +9.726991E-04 +9.461435E-07 +0.000000E+00 +0.000000E+00 +6.519199E-03 +1.880639E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.612634E-03 +2.077145E-06 +2.384083E-03 +5.683850E-06 +3.164209E-03 +1.001222E-05 +0.000000E+00 +0.000000E+00 +1.676641E-03 +2.811125E-06 +1.726792E-03 +2.981812E-06 +0.000000E+00 +0.000000E+00 +2.300905E-03 +5.294164E-06 +1.664569E-02 +1.228864E-04 +7.398406E-03 +5.473642E-05 +1.075755E-02 +6.687950E-05 +2.017592E-02 +2.675899E-04 +2.725259E-03 +7.427036E-06 +0.000000E+00 +0.000000E+00 +1.098428E-02 +4.127023E-05 +5.736035E-03 +2.352765E-05 +1.115017E-02 +6.417308E-05 +2.882562E-02 +2.222893E-04 +1.028491E-02 +1.057793E-04 +6.951914E-03 +2.979452E-05 +0.000000E+00 +0.000000E+00 +3.475592E-03 +1.207974E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.585170E-02 +2.512764E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.024616E-03 +1.049838E-06 +1.137803E-03 +1.294596E-06 +0.000000E+00 +0.000000E+00 +6.484859E-03 +4.205340E-05 +9.029472E-03 +8.153137E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.452456E-03 +1.982436E-05 +2.395891E-03 +5.740294E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.357405E-03 +1.127217E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.508621E-03 +6.293181E-06 +7.570096E-03 +5.730636E-05 +1.203205E-02 +7.287118E-05 +0.000000E+00 +0.000000E+00 +1.823203E-02 +1.604180E-04 +1.498337E-02 +1.173407E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.517159E-02 +1.024086E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.968674E-03 +6.349976E-05 +0.000000E+00 +0.000000E+00 +2.725853E-02 +4.575968E-04 +2.272985E-02 +1.958616E-04 +1.843630E-02 +1.860899E-04 +1.344840E-02 +1.187334E-04 +6.505019E-04 +4.231528E-07 +3.008139E-02 +3.077120E-04 +2.050154E-02 +1.886564E-04 +2.388600E-02 +2.750610E-04 +1.398689E-02 +1.956330E-04 +1.920052E-02 +1.426526E-04 +5.698661E-03 +2.505725E-05 +2.008138E-02 +1.141677E-04 +1.386397E-02 +1.435254E-04 +3.579972E-02 +3.829496E-04 +1.856059E-05 +3.444957E-10 +0.000000E+00 +0.000000E+00 +9.954548E-03 +3.784783E-05 +6.227957E-03 +2.324926E-05 +3.740053E-03 +1.398800E-05 +0.000000E+00 +0.000000E+00 +4.158912E-02 +4.605593E-04 +0.000000E+00 +0.000000E+00 +4.943098E-03 +2.117062E-05 +9.519241E-03 +4.572687E-05 +2.198292E-02 +1.662728E-04 +6.224306E-03 +1.952542E-05 +1.954873E-02 +1.914456E-04 +1.444326E-02 +1.602412E-04 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.286958E-03 +6.491969E-06 +3.651779E-03 +7.244461E-06 +7.624824E-03 +2.917723E-05 +5.510343E-03 +3.036388E-05 +1.478944E-02 +1.492270E-04 +0.000000E+00 +0.000000E+00 +1.545717E-03 +2.389241E-06 +3.050403E-03 +9.304961E-06 +6.525264E-03 +2.130634E-05 +8.603764E-04 +7.402476E-07 +0.000000E+00 +0.000000E+00 +2.513971E-03 +6.320052E-06 +0.000000E+00 +0.000000E+00 +6.695482E-03 +4.410496E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.347070E-03 +6.967358E-05 +0.000000E+00 +0.000000E+00 +7.501562E-04 +5.627344E-07 +6.019602E-03 +3.623561E-05 +1.085492E-02 +4.538611E-05 +1.473211E-02 +7.703749E-05 +5.416704E-03 +2.934068E-05 +9.021838E-03 +4.091920E-05 +5.356635E-04 +2.869354E-07 +6.208416E-03 +3.854443E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.711372E-03 +7.588800E-05 +5.116851E-03 +2.618217E-05 +2.000635E-02 +1.035981E-04 +9.871794E-03 +3.347871E-05 +1.060127E-02 +6.238710E-05 +1.005501E-02 +8.674033E-05 +3.211142E-03 +1.031143E-05 +1.222952E-03 +1.495611E-06 +4.966426E-03 +2.466539E-05 +1.709929E-02 +1.339539E-04 +2.503619E-03 +3.798508E-06 +8.885794E-03 +5.004769E-05 +3.485921E-03 +1.215165E-05 +8.909837E-04 +7.938519E-07 +6.636553E-03 +2.274072E-05 +2.150736E-03 +4.625665E-06 +3.629982E-03 +1.044000E-05 +6.799100E-03 +2.521251E-05 +4.571332E-03 +2.089708E-05 +1.738935E-02 +1.111043E-04 +5.157083E-03 +2.659551E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.563987E-03 +1.270200E-05 +5.297211E-03 +2.806044E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +5.371907E-03 +2.885738E-05 +6.674701E-03 +4.455163E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.133188E-03 +1.708325E-05 +1.349110E-03 +1.820097E-06 +4.873403E-04 +2.375006E-07 +1.657833E-02 +2.748410E-04 +5.491486E-04 +3.015642E-07 +1.198666E-03 +1.436801E-06 +0.000000E+00 +0.000000E+00 +4.599121E-04 +2.115191E-07 +1.750484E-03 +3.064194E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.254658E-04 +5.263006E-07 +8.570000E-03 +7.344491E-05 +6.493995E-03 +3.214161E-05 +7.371734E-03 +2.214472E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.216960E-02 +2.895244E-04 +0.000000E+00 +0.000000E+00 +4.833319E-03 +2.336097E-05 +5.422908E-03 +2.940794E-05 +1.095837E-02 +5.008606E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.451008E-03 +4.161550E-05 +4.941116E-03 +2.441463E-05 +1.206869E-03 +1.456532E-06 +0.000000E+00 +0.000000E+00 +3.383492E-03 +1.144802E-05 +3.964840E-03 +8.201061E-06 +6.689853E-03 +2.310935E-05 +5.921305E-03 +3.009754E-05 +2.400221E-04 +5.761061E-08 +9.038073E-03 +8.168676E-05 +1.318595E-03 +1.738692E-06 +1.969210E-03 +3.877786E-06 +1.843650E-02 +2.350349E-04 +3.813286E-02 +3.618712E-04 +1.794116E-02 +1.871396E-04 +2.554207E-02 +2.118947E-04 +6.370407E-03 +1.607908E-05 +0.000000E+00 +0.000000E+00 +3.144705E-03 +9.889169E-06 +8.119589E-03 +3.296713E-05 +0.000000E+00 +0.000000E+00 +5.742554E-03 +2.414484E-05 +5.066690E-04 +2.567134E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.369234E-02 +9.978053E-05 +1.321108E-02 +1.057449E-04 +6.748192E-03 +4.553810E-05 +4.498087E-03 +1.150191E-05 +9.871314E-03 +9.744285E-05 +9.386965E-03 +4.813387E-05 +4.953339E-03 +2.453556E-05 +4.269491E-03 +1.822855E-05 +7.991347E-03 +3.264408E-05 +5.832746E-03 +1.899927E-05 +3.329702E-03 +1.108692E-05 +6.706849E-03 +3.969514E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.206899E-02 +7.833068E-05 +1.361770E-03 +1.854418E-06 +6.232954E-03 +3.884972E-05 +0.000000E+00 +0.000000E+00 +1.880939E-02 +1.277263E-04 +1.332349E-02 +1.768749E-04 +0.000000E+00 +0.000000E+00 +6.857465E-03 +3.899150E-05 +8.122762E-04 +6.597927E-07 +4.530730E-03 +2.052751E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.567049E-03 +2.455643E-06 +0.000000E+00 +0.000000E+00 +7.067936E-04 +4.995572E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.665606E-04 +1.343667E-07 +7.549222E-03 +5.699075E-05 +0.000000E+00 +0.000000E+00 +5.425261E-03 +1.906886E-05 +1.017863E-02 +1.036046E-04 +0.000000E+00 +0.000000E+00 +5.276099E-03 +2.207667E-05 +1.512664E-02 +9.396233E-05 +2.296966E-03 +5.276051E-06 +1.422600E-03 +2.023790E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.357325E-03 +5.556982E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +7.647575E-03 +5.848541E-05 +1.660845E-02 +1.873465E-04 +1.682504E-03 +2.830820E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.465063E-02 +2.146408E-04 +0.000000E+00 +0.000000E+00 +8.962777E-03 +7.243170E-05 +5.000729E-03 +1.460953E-05 +7.197135E-03 +5.179875E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.340266E-03 +1.796312E-06 +0.000000E+00 +0.000000E+00 +1.360086E-02 +9.969474E-05 +6.870334E-04 +4.720149E-07 +2.356935E-03 +5.555143E-06 +5.233582E-03 +2.739038E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.591759E-03 +6.870581E-05 +1.307818E-02 +1.560250E-04 +1.016005E-03 +1.032265E-06 +6.998529E-03 +4.897941E-05 +0.000000E+00 +0.000000E+00 +1.120167E-02 +1.254775E-04 +2.966249E-04 +8.798631E-08 +1.457179E-03 +2.123372E-06 +0.000000E+00 +0.000000E+00 +6.503440E-03 +4.229473E-05 +1.564450E-03 +2.447505E-06 +4.301165E-03 +1.850002E-05 +4.078834E-03 +1.402903E-05 +6.309769E-03 +3.981318E-05 +5.304884E-03 +2.814179E-05 +6.597515E-03 +4.339344E-05 +0.000000E+00 +0.000000E+00 +2.074711E-03 +4.304424E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +8.779294E-03 +7.707601E-05 +5.044805E-03 +2.291291E-05 +1.432730E-02 +2.052716E-04 +2.618476E-03 +6.856419E-06 +7.186689E-03 +4.075032E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.399988E-02 +1.959967E-04 +2.592617E-03 +6.721664E-06 +6.600972E-03 +4.357284E-05 +1.532030E-03 +2.347117E-06 +4.930915E-03 +2.431392E-05 +5.979353E-03 +3.575266E-05 +7.987370E-04 +3.897610E-07 +0.000000E+00 +0.000000E+00 +4.690126E-03 +2.199728E-05 +1.172294E-02 +1.047019E-04 +2.557249E-04 +6.539521E-08 +6.285534E-04 +3.950793E-07 +3.805381E-03 +1.448092E-05 +1.013658E-02 +1.027503E-04 +4.644221E-03 +2.156879E-05 +4.946705E-03 +1.639651E-05 +0.000000E+00 +0.000000E+00 +6.649359E-03 +4.053587E-05 +6.733865E-03 +4.534494E-05 +0.000000E+00 +0.000000E+00 +2.842034E-03 +8.077155E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.961767E-03 +8.772062E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.992126E-03 +4.888983E-05 +2.335504E-03 +5.454578E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +1.374484E-03 +1.889206E-06 +1.039780E-02 +1.081143E-04 +6.426236E-03 +4.129651E-05 +6.349567E-03 +4.031700E-05 +4.215387E-03 +1.776948E-05 +2.763995E-03 +7.639670E-06 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.923996E-04 +4.794172E-07 +2.223384E-03 +4.943435E-06 +2.848857E-03 +8.115987E-06 +6.919782E-04 +4.788339E-07 +8.153633E-03 +6.648172E-05 +0.000000E+00 +0.000000E+00 +7.039527E-03 +4.955494E-05 +2.736082E-03 +7.486147E-06 +1.803767E-03 +1.628216E-06 +2.601721E-03 +6.768951E-06 +9.392329E-03 +8.821585E-05 +0.000000E+00 +0.000000E+00 +1.429654E-02 +2.043910E-04 +5.915348E-03 +3.499134E-05 +7.556910E-03 +5.710688E-05 +3.347981E-04 +1.120898E-07 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.704250E-03 +1.372147E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.763616E-03 +2.269204E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +4.221357E-03 +1.781986E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +6.756013E-03 +4.564371E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +3.677964E-03 +1.352742E-05 +0.000000E+00 +0.000000E+00 +0.000000E+00 +0.000000E+00 +2.555184E-03 +6.528967E-06 +0.000000E+00 +0.000000E+00 diff --git a/tests/regression_tests/unstructured_mesh/test.py b/tests/regression_tests/unstructured_mesh/test.py new file mode 100644 index 0000000000..f4461cd117 --- /dev/null +++ b/tests/regression_tests/unstructured_mesh/test.py @@ -0,0 +1,237 @@ +import glob +from itertools import product +import os + +import openmc +import openmc.lib +import numpy as np + +import pytest +from tests.testing_harness import PyAPITestHarness + +pytestmark = pytest.mark.skipif( + not openmc.lib._dagmc_enabled(), + reason="Mesh library is not enabled.") + +TETS_PER_VOXEL = 12 + + +class UnstructuredMeshTest(PyAPITestHarness): + + def __init__(self, statepoint_name, model, inputs_true, holes): + + super().__init__(statepoint_name, model, inputs_true) + self.holes = holes # holes in the test mesh + + def _compare_results(self): + with openmc.StatePoint(self._sp_name) as sp: + # loop over the tallies and get data + for tally in sp.tallies.values(): + # find the regular and unstructured meshes + if tally.contains_filter(openmc.MeshFilter): + flt = tally.find_filter(openmc.MeshFilter) + + if isinstance(flt.mesh, openmc.RegularMesh): + reg_mesh_data, reg_mesh_std_dev = self.get_mesh_tally_data(tally) + if self.holes: + reg_mesh_data = np.delete(reg_mesh_data, self.holes) + reg_mesh_std_dev = np.delete(reg_mesh_std_dev, self.holes) + else: + umesh_tally = tally + unstructured_data, unstructured_std_dev = self.get_mesh_tally_data(tally, True) + + # we expect these results to be the same to within at least ten + # decimal places + decimals = 10 if umesh_tally.estimator == 'collision' else 8 + np.testing.assert_array_almost_equal(unstructured_data, + reg_mesh_data, + decimals) + + @staticmethod + def get_mesh_tally_data(tally, structured=False): + data = tally.get_reshaped_data(value='mean') + std_dev = tally.get_reshaped_data(value='std_dev') + if structured: + data.shape = (data.size // TETS_PER_VOXEL, TETS_PER_VOXEL) + std_dev.shape = (std_dev.size // TETS_PER_VOXEL, TETS_PER_VOXEL) + else: + data.shape = (data.size, 1) + std_dev.shape = (std_dev.size, 1) + return np.sum(data, axis=1), np.sum(std_dev, axis=1) + + def _cleanup(self): + super()._cleanup() + output = glob.glob('tally*.vtk') + for f in output: + if os.path.exists(f): + os.remove(f) + + +param_values = (['collision', 'tracklength'], # estimators + [True, False], # geometry outside of the mesh + [(333, 90, 77), None]) # location of holes in the mesh +test_cases = [] +for i, (estimator, ext_geom, holes) in enumerate(product(*param_values)): + test_cases.append({'estimator' : estimator, + 'external_geom' : ext_geom, + 'holes' : holes, + 'inputs_true' : 'inputs_true{}.dat'.format(i)}) + + +@pytest.mark.parametrize("test_opts", test_cases) +def test_unstructured_mesh(test_opts): + + ### Materials ### + materials = openmc.Materials() + + fuel_mat = openmc.Material(name="fuel") + fuel_mat.add_nuclide("U235", 1.0) + fuel_mat.set_density('g/cc', 4.5) + materials.append(fuel_mat) + + zirc_mat = openmc.Material(name="zircaloy") + zirc_mat.add_element("Zr", 1.0) + zirc_mat.set_density("g/cc", 5.77) + materials.append(zirc_mat) + + water_mat = openmc.Material(name="water") + water_mat.add_nuclide("H1", 2.0) + water_mat.add_nuclide("O16", 1.0) + water_mat.set_density("atom/b-cm", 0.07416) + materials.append(water_mat) + + materials.export_to_xml() + + ### Geometry ### + fuel_min_x = openmc.XPlane(-5.0, name="minimum x") + fuel_max_x = openmc.XPlane(5.0, name="maximum x") + + fuel_min_y = openmc.YPlane(-5.0, name="minimum y") + fuel_max_y = openmc.YPlane(5.0, name="maximum y") + + fuel_min_z = openmc.ZPlane(-5.0, name="minimum z") + fuel_max_z = openmc.ZPlane(5.0, name="maximum z") + + fuel_cell = openmc.Cell(name="fuel") + fuel_cell.region = +fuel_min_x & -fuel_max_x & \ + +fuel_min_y & -fuel_max_y & \ + +fuel_min_z & -fuel_max_z + fuel_cell.fill = fuel_mat + + clad_min_x = openmc.XPlane(-6.0, name="minimum x") + clad_max_x = openmc.XPlane(6.0, name="maximum x") + + clad_min_y = openmc.YPlane(-6.0, name="minimum y") + clad_max_y = openmc.YPlane(6.0, name="maximum y") + + clad_min_z = openmc.ZPlane(-6.0, name="minimum z") + clad_max_z = openmc.ZPlane(6.0, name="maximum z") + + clad_cell = openmc.Cell(name="clad") + clad_cell.region = (-fuel_min_x | +fuel_max_x | + -fuel_min_y | +fuel_max_y | + -fuel_min_z | +fuel_max_z) & \ + (+clad_min_x & -clad_max_x & + +clad_min_y & -clad_max_y & + +clad_min_z & -clad_max_z) + clad_cell.fill = zirc_mat + + if test_opts['external_geom']: + bounds = (15, 15, 15) + else: + bounds = (10, 10, 10) + + water_min_x = openmc.XPlane(x0=-bounds[0], + name="minimum x", + boundary_type='vacuum') + water_max_x = openmc.XPlane(x0=bounds[0], + name="maximum x", + boundary_type='vacuum') + + water_min_y = openmc.YPlane(y0=-bounds[1], + name="minimum y", + boundary_type='vacuum') + water_max_y = openmc.YPlane(y0=bounds[1], + name="maximum y", + boundary_type='vacuum') + + water_min_z = openmc.ZPlane(z0=-bounds[2], + name="minimum z", + boundary_type='vacuum') + water_max_z = openmc.ZPlane(z0=bounds[2], + name="maximum z", + boundary_type='vacuum') + + water_cell = openmc.Cell(name="water") + water_cell.region = (-clad_min_x | +clad_max_x | + -clad_min_y | +clad_max_y | + -clad_min_z | +clad_max_z) & \ + (+water_min_x & -water_max_x & + +water_min_y & -water_max_y & + +water_min_z & -water_max_z) + water_cell.fill = water_mat + + # create a containing universe + geometry = openmc.Geometry([fuel_cell, clad_cell, water_cell]) + + ### Tallies ### + + # create meshes + regular_mesh = openmc.RegularMesh() + regular_mesh.dimension = (10, 10, 10) + regular_mesh.lower_left = (-10.0, -10.0, -10.0) + regular_mesh.upper_right = (10.0, 10.0, 10.0) + + regular_mesh_filter = openmc.MeshFilter(mesh=regular_mesh) + + if test_opts['holes']: + mesh_filename = "test_mesh_tets_w_holes.h5m" + else: + mesh_filename = "test_mesh_tets.h5m" + + uscd_mesh = openmc.UnstructuredMesh(mesh_filename) + uscd_mesh.mesh_lib = 'moab' + uscd_filter = openmc.MeshFilter(mesh=uscd_mesh) + + # create tallies + tallies = openmc.Tallies() + + regular_mesh_tally = openmc.Tally(name="regular mesh tally") + regular_mesh_tally.filters = [regular_mesh_filter] + regular_mesh_tally.scores = ['flux'] + regular_mesh_tally.estimator = test_opts['estimator'] + tallies.append(regular_mesh_tally) + + uscd_tally = openmc.Tally(name="unstructured mesh tally") + uscd_tally.filters = [uscd_filter] + uscd_tally.scores = ['flux'] + uscd_tally.estimator = test_opts['estimator'] + tallies.append(uscd_tally) + + ### Settings ### + settings = openmc.Settings() + settings.run_mode = 'fixed source' + settings.particles = 100 + settings.batches = 10 + + # source setup + r = openmc.stats.Uniform(a=0.0, b=0.0) + theta = openmc.stats.Discrete(x=[0.0], p=[1.0]) + phi = openmc.stats.Discrete(x=[0.0], p=[1.0]) + + space = openmc.stats.SphericalIndependent(r, theta, phi) + angle = openmc.stats.Monodirectional((-1.0, 0.0, 0.0)) + energy = openmc.stats.Discrete(x=[15.e+06], p=[1.0]) + source = openmc.Source(space=space, energy=energy, angle=angle) + settings.source = source + + model = openmc.model.Model(geometry=geometry, + materials=materials, + tallies=tallies, + settings=settings) + + harness = UnstructuredMeshTest('statepoint.10.h5', + model, + test_opts['inputs_true'], + test_opts['holes']) + harness.main() diff --git a/tests/regression_tests/unstructured_mesh/test_mesh_tets.h5m b/tests/regression_tests/unstructured_mesh/test_mesh_tets.h5m new file mode 100644 index 0000000000..dc573142f6 Binary files /dev/null and b/tests/regression_tests/unstructured_mesh/test_mesh_tets.h5m differ diff --git a/tests/regression_tests/unstructured_mesh/test_mesh_tets_w_holes.h5m b/tests/regression_tests/unstructured_mesh/test_mesh_tets_w_holes.h5m new file mode 100644 index 0000000000..971de0ad3c Binary files /dev/null and b/tests/regression_tests/unstructured_mesh/test_mesh_tets_w_holes.h5m differ diff --git a/tests/testing_harness.py b/tests/testing_harness.py index 9eb840b2dd..48f121d459 100644 --- a/tests/testing_harness.py +++ b/tests/testing_harness.py @@ -276,7 +276,7 @@ class ParticleRestartTestHarness(TestHarness): class PyAPITestHarness(TestHarness): - def __init__(self, statepoint_name, model=None): + def __init__(self, statepoint_name, model=None, inputs_true=None): super().__init__(statepoint_name) if model is None: self._model = pwr_core() @@ -284,6 +284,7 @@ class PyAPITestHarness(TestHarness): self._model = model self._model.plots = [] + self.inputs_true = "inputs_true.dat" if not inputs_true else inputs_true def main(self): """Accept commandline arguments and either run or update tests.""" @@ -342,15 +343,15 @@ class PyAPITestHarness(TestHarness): def _overwrite_inputs(self): """Overwrite inputs_true.dat with inputs_test.dat""" - shutil.copyfile('inputs_test.dat', 'inputs_true.dat') + shutil.copyfile('inputs_test.dat', self.inputs_true) def _compare_inputs(self): """Make sure the current inputs agree with the _true standard.""" - compare = filecmp.cmp('inputs_test.dat', 'inputs_true.dat') + compare = filecmp.cmp('inputs_test.dat', self.inputs_true) if not compare: - expected = open('inputs_true.dat', 'r').readlines() + expected = open(self.inputs_true, 'r').readlines() actual = open('inputs_test.dat', 'r').readlines() - diff = unified_diff(expected, actual, 'inputs_true.dat', + diff = unified_diff(expected, actual, self.inputs_true, 'inputs_test.dat') print('Input differences:') print(''.join(colorize(diff)))