From 30edf68a78df765f04e7f3c8052caaad8ed3fe23 Mon Sep 17 00:00:00 2001 From: Kyle Johnsen Date: Tue, 12 Mar 2024 12:03:37 -0400 Subject: [PATCH] add stepwise functionality, tests, notebook --- notebooks/stepwise.ipynb | 379 +++++++++++++++++++++++++++++++++++++++ poetry.lock | 36 +++- pyproject.toml | 3 +- tests/test_wslfp.py | 7 +- wslfp/__init__.py | 55 ++++-- 5 files changed, 461 insertions(+), 19 deletions(-) create mode 100644 notebooks/stepwise.ipynb diff --git a/notebooks/stepwise.ipynb b/notebooks/stepwise.ipynb new file mode 100644 index 0000000..f4553fd --- /dev/null +++ b/notebooks/stepwise.ipynb @@ -0,0 +1,379 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Computing WSLFP stepwise\n", + "The downside to computing WSLFP stepwise (causally) is that the summed currents are normalized over time before being multiplied by the signal amplitude.\n", + "This leaves us with three options:\n", + "- use unnormalized WSLFP if we don't need realistic scale (e.g., -0.1 to 0.1 μV)\n", + "- use a predetermined mean and standard deviation to normalize\n", + "- causally estimate the mean and standard deviation as we go" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [], + "source": [ + "import brian2.only as b2\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "b2.prefs.codegen.target = \"numpy\"\n", + "b2.seed(18290515)\n", + "rng = np.random.default_rng(18290515)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO No numerical integration method specified for group 'synapses_2', using method 'exact' (took 0.00s). [brian2.stateupdaters.base.method_choice]\n", + "INFO No numerical integration method specified for group 'synapses_3', using method 'exact' (took 0.00s). [brian2.stateupdaters.base.method_choice]\n" + ] + } + ], + "source": [ + "N_excit = 800\n", + "N_inhib = None # None = N_excit / 4\n", + "N_extern = 1000\n", + "connection_probability = 0.1\n", + "# w0 = 0.1 * b2.mV\n", + "w0 = 0.07 * b2.nA\n", + "g = 4\n", + "synaptic_delay = 1.5 * b2.ms\n", + "# poisson_input_rate = 13 * b2.Hz\n", + "poisson_input_rate = 9 * b2.Hz\n", + "# w_external = None\n", + "w_external = 0.1 * b2.mV\n", + "v_rest = -70 * b2.mV\n", + "v_reset = -60 * b2.mV\n", + "firing_threshold = -50 * b2.mV\n", + "membrane_time_scale = 20 * b2.ms\n", + "Rm = 100 * b2.Mohm\n", + "abs_refractory_period = 2 * b2.ms\n", + "random_vm_init = True\n", + "\n", + "if N_inhib is None:\n", + " N_inhib = int(N_excit / 4)\n", + "N_tot = N_excit + N_inhib\n", + "if N_extern is None:\n", + " N_extern = int(N_excit * connection_probability)\n", + "if w_external is None:\n", + " w_external = w0\n", + "\n", + "J_excit = w0\n", + "J_inhib = -g * w0\n", + "\n", + "lif_dynamics = \"\"\"\n", + " dv/dt = (-(v-v_rest) + Rm*(I_ampa + I_gaba)) / membrane_time_scale : volt (unless refractory)\n", + " I_ampa : amp\n", + " I_gaba : amp\n", + "\"\"\"\n", + "\n", + "neurons = b2.NeuronGroup(\n", + " N_tot,\n", + " model=lif_dynamics,\n", + " threshold=\"v>firing_threshold\",\n", + " reset=\"v=v_reset\",\n", + " refractory=abs_refractory_period,\n", + " method=\"linear\",\n", + ")\n", + "if random_vm_init:\n", + " neurons.v = (\n", + " np.random.uniform(\n", + " v_rest / b2.mV, high=firing_threshold / b2.mV, size=(N_excit + N_inhib)\n", + " )\n", + " * b2.mV\n", + " )\n", + "else:\n", + " neurons.v = v_rest\n", + "\n", + "excitatory_population = neurons[:N_excit]\n", + "inhibitory_population = neurons[N_excit:]\n", + "\n", + "syn_eqs = \"\"\"\n", + " dI_syn_syn/dt = (s - I_syn_syn)/tau_dsyn : amp (clock-driven)\n", + " I_TYPE_post = I_syn_syn : amp (summed)\n", + " ds/dt = -s/tau_rsyn : amp (clock-driven)\n", + "\"\"\"\n", + "\n", + "exc_synapses = b2.Synapses(\n", + " excitatory_population,\n", + " target=neurons,\n", + " model=syn_eqs.replace(\"TYPE\", \"ampa\"),\n", + " on_pre=\"s += J_excit\",\n", + " delay=synaptic_delay,\n", + " namespace={\"tau_rsyn\": 0.4 * b2.ms, \"tau_dsyn\": 2 * b2.ms},\n", + ")\n", + "exc_synapses.connect(p=connection_probability)\n", + "\n", + "inhib_synapses = b2.Synapses(\n", + " inhibitory_population,\n", + " target=neurons,\n", + " model=syn_eqs.replace(\"TYPE\", \"gaba\"),\n", + " on_pre=\"s += J_inhib\",\n", + " delay=synaptic_delay,\n", + " namespace={\"tau_rsyn\": 0.25 * b2.ms, \"tau_dsyn\": 5 * b2.ms},\n", + ")\n", + "inhib_synapses.connect(p=connection_probability)\n", + "\n", + "external_poisson_input = b2.PoissonInput(\n", + " target=neurons,\n", + " target_var=\"v\",\n", + " N=N_extern,\n", + " rate=poisson_input_rate,\n", + " weight=w_external,\n", + ")\n", + "\n", + "spike_monitor = b2.SpikeMonitor(neurons, record=True)\n", + "current_monitor = b2.StateMonitor(neurons, [\"I_ampa\", \"I_gaba\"], record=range(N_excit))\n", + "\n", + "net = b2.Network(\n", + " neurons,\n", + " exc_synapses,\n", + " inhib_synapses,\n", + " external_poisson_input,\n", + " spike_monitor,\n", + " current_monitor,\n", + ")\n", + "\n", + "net.run(0.5 * b2.second)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "\n", + "Now let's plot the resulting spike raster:" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+KYuQW110iK4wHKF5/RzMmGVglZef+sl6YQa5T1QvAeO5b+ypw9EWhl9/UI2XygcD+Loe5i0zK0511qGfdfYtFhkRbeZ78EQJBpGpV1l06DNhQ4oQIRWVqz+rBcJt20l0MMt4kRvcNLrUc0tMl1Wyk59D0NBgP/WT9cL0cx9Rny/ZW7SG/Irz24/+GVScK2QtG9u/u60lQZd+JhPdLBYyItrc7iG7vl5lMX+vm6xVQYoQIRWvSSHIwHK6t909eV8ATi9A1S+QqFfJ5hc5ENySYJWXSFvpgFHfi4cUckUkBs2ttPnAUSz460EA7dscXukY7Pojj/IedT9TgZ+8SlH3O5F2uGFUCbZVNiLR3JqW0BCQY6HxKouK7WrdIUWICBUVZtcgL4AFfz2INXvqUVaQjYuHFHq+yHWHd8I3ZFbdmERpQcdpQFQR5JWXrmZ3N38np+urG5OobW7F8LI8YYW5fRusXfEuLahKKd9ObWcnXxlWuK6C6n4XRNGyBles2VOPyoZWVDY0pgUSRNGuXaVPaZtHqLOTqanIzfipg4ocQDLuWd3YitKCHKk5cqKANx+LITMAttdbV4WyZGBuK53kK5r/ZGz/7igtyMH7+xs79Bse7hrXC5cNLcRlQ79WvkVz6Vj7vbUOZvnqJOug+MmrpGLeMWNtOxF5m4MrjLKa+0aUuXmcnt2Z+hMAgBGO1NbWMgCstrZW+r2//fLnLP+RrezbL38u/d5h0Rnq8N7+Bjbt+U/ZtOc/Zc9sO8K+/fLn7L39DYyxzKzfe/sb0uoQ9HqVMshE+Zrxkp2MthC9hxmzfMOUdZAy6/gcP2URkfcz246wU36+kz2z7UgoZZNxbZD+pFO7GdDWWER0BpOjznUQCd82/Ays++G61E/E7C66ped1fVjO75mIl+xEt2MMh2ez75Cs9AbWz1SiwxE4YWPtCyJ9mye4ghe7uUJETjzXbj5wFNWNyTRXApHyBU3CqgJShCIiU31QzOhcBxnh2zLrF8SHIMoJX2UbyzofTdb1fnF6jh9Fz+o7JCu9ARBe3wlLwfV6jor295MfK0zs5gqR9jD3N6dkp0s2VeHNvfW4/rQSX3MZb26sMCEfIQ3pdPuvEWA9B8hOptbPVO7FBzlLScS/QWXf8bq39XvZZRGVoYzzq4I8x4+fldU/xJzeIFMIy6fF6zlLNrWfoH7Dqs8j64NWVM/tdnOFSHuY+5u5rub/D+Jvdde4XigfVeI7E70qyCKkITqZfDMVa34ca5SUsbIxy1nl0RhBVskiq0s/ocW8iCZik92PeULIva5XgddzRLI+m7dqee4ddVh4UIKU3+u3d437+gT1JZuqlPVBEYKOiSCJXnnw2k6dOrQwUH/TdReBFCENyXTfCR2wytAw+SaaW1P5gowQ6OrGJDYfOMp1NIZfdJkAgiQCNMuUJ3eTzH7s9AKwU3DNSoUOodJOcvB6KfI8J5MXTUH9RXiOUnnh2kFp2ztBUaFouGHdnlLtX+O2ncp7nAgPuinwpAhpiC4vzUzAaUBZZWhYiIaX5aXMukYI9Is74ygtqMKCiX3xgzcPoH9hDjYfOKrFABXFfAaRHeZEgPtq289s4zFTmxMAmu8DOOduktmPnV56Rj2rG5NSFQK3idrL8mX9rd+szzxKTiYvmvz4i5hly1N33eZSp75gh1VRBBC5f42s/qabAk+KUBdEpjYetWbvNqCcJk0nh9ax/bvjhY/ieGNPPRb89aD0raUw4I0Cmzq0EAvfqsSXtS24YdXnnsqQ4cTLAOw+8nnqHLWwJmSnCdio7+YDR10VQFHc+pWTxWvq0EJc+cIebDvUhMMNydRvnSwfMiL2rPeIejyK4DQm3eiwna1BMIMovEqAnaJY3ZhUWjYvghxfI7IICBtShLogMrXxqDV764AyDzqeSdNuYDMA2w41SbUK6fKCMtd3ZK/81Avay4fC2EbcdqgJ+477XvGubGWXG+goT9krf7eJ2snyddMrX6SUxUGml1dQy4edbL22CgE9Vtpu+GkzVS/QIHLzs1Vq3pJ3+o2domi2YOvevgaZcPQLKUJdEJmTSZSavVfODD9lWzipH3Yf4VMOvMpi/pz3MM+wMMq1YGJf27OtrBhOvG6KZpjwWgL9Kmh+X9LGin3hpH62q1+/lg+771d+FO+wtanbSlsmvO3qp/39ys2Pn5N1S97pN3Z9UIf2dQqr51HotCXqjI46ozKzNGGPSNZRu+ymMrKWmu8RNNOq8fm05z/VKpsqb2ZYt/pHmSHW7dkqsiiryM4b5B7v7W9gp/x8J8vL4MzcovC2a5hZtL/98ucs78db2Sk/3ynU3k7tq+t4MyMzY7kudSJFyIXOqgjp0vnsmPb8pyz3x+2Kgxdh1COowhC2rHmfF0Yq/agIInOn34rIwa/MRI/Y0HkcO6GibWQ+Q/T3stvA2nfM99dlLPpZKDqhS51ijDEWtVVKVxKJBIqLi1FbW4uioqKoiyMNIwTSiJ7SwXfFYML//APvftWI804swPpbTo26OMp8e4KEsbthbtug4a0L/noQtc2tKM7LTtvqsbtWpz4UBCf5idRRdOvA+uyLhxR2yHWl41j1g10dw66LV1vKGkMi5QBgOx/oPFfLQGXuNhHIR6gLYt6zdcvDohKnyag4Lxux4391QJVTnzmM/SuJeUGCHMlgLZ9x1MPMUe6p9DPJQdcLr+g0L8wTu/lFBnjLxi4VgN1YdbqX2wteF2XVK92B33KK/M5Ljip9Wux87Kobk9h9pNnWz8jqX5bp4wtIHyPWxLdRQYpQF8Q8oFTlYfHCaTLyyoPTWTCHXPM4K/Mia2IxO/7aReQFPVNLV4K+bKxJOXkjhMzPNqcCsBurTnJ2e8Hroqx6pTvwW06R33nJUaXCYRfMUd2YjDw/UJiYx8gL1w4CoMHcEenGnOZ0Vh8hO6L0ZQnDbyCq+4WBDFm+t7+BTXv+Uzbt+U8df6vLfr4oYbSp8YyFbx1gp/x8J3tm25HUd2HJTYU/kY4+bl6+VDqPYVE/MK++o3NdnXhm25EOYyRqSBFyIUxFKBM7tBdhOOTKfslE+bL32wdklPnbL3/Ocn+8leX+uKOj5jPbjqT9jdohXPS5qtvUK4KLR8kUeVaYstZR+XVzKLb7PpPxam8/dZXldN6Z3lm0NaYJupiuZcJbJy9TdZgHa8rysfGD3z5g3ma76ZUvfPmBGFs4tc2tqW0cXj8m1QdJOuGnf6nwlfFKmMibN4b3WWHOEzpue1rLZJWJjmV2w61Pysg+bkUks7V5G88tZ1umv7NIEdKETBu8PLhlfXY7F8yK24CTvZ+v0nmP57Rs819ezJmN/U5MRsJE4x5m/w0vP6agfddvckTe55rPd1KR2JInYWJQGZmjDIPcRxQdHXStZbLKNqoyy1Toee+lMju3l6N+p3pnRW2S0hmVW2M67r2rRmZ+FVWofFYYWzQqE/n5ub9fnw8DWTIz7qMqsaWsfiMjj5EsdJgzgpAp24h25dRhey9T/K5kQIqQCyoVobA7um4DqzM8R/TZmeKw6oSfPhS038nyU1AtQ9kKm/U+UfSBTJ8zwi6/U1lFP/f6LixkyU+HunhBW2MREbZZUQczZlgma13PwPJbf1324v30oaD9Lsi2qch9giJrfFn9vczbkmG3vQ5zRpC+71R+VTmVnPqYUx3C3PJ3IujWM48sdZm/XIlaE9OZrhQ+ryN+TbMyo3REUbH6Ub3tovq5qu6n6p4y8RsqbKzGT/n5zlBX5brJU0V5dLcUqXiWE0FlwfN73fqUHWQRIrTFvJIAwL2q4I3S8Tox3s+KUcVKTtY9RVdmslZyhjyrG5P4y576DiemB8FONrpkUQY6Jli0lg+wP4LD+O7U0m54ZluNlEzhopFCYa3e3Y6bUTGewrZ0OdVBtG6i1heeIzmCyoLn9+ZgBR3GpB2kCBHaYB3odoOMd8DyDFCnSX/BXw/ijT31qG5M4rUbhopWQ1tEJz1ZYeeGnC8eUoiTinOxL9GCJZuChZHzPA+Qc3yDXzYfOIp+hTlobmVYMLGvbfkAewXfHAkoK1O4+W/Q67zwc+SF6HEzfttThQISBjxKqleklxVeWfiJ+LU7TsStLFFCihAROWaLgVNos+jkxXO9Dj4QYRJEhryh+XYTpl3eF5Uyd2rXsCfjJZuq8P7+Rlx/WkmaEiOi4Mvqo7yr8iisj7xpGoI8w++huWP7dw+93wQ5ykbkSBaRsvhJO2F3nIi2c23Ue3M6Qz5C4eAU2hxV1IrqMPRMRHUW5zDklYkpK6z3CBLSrHI8uZVTFSLPEKm7V+Zq1ZifH3WkaZC0E5k0B5JFiIiUzQeOoroxiYuHFGLhpH5aHOYpY1WsyyoyKOaTonnq4bfNwpBX2In2VPQjv35zAH/b8PQlL6tJGLIWeYZIv4w6QaPo9pYdssYTT7JQLz6uanLsT7psO5IiRISK3QT65t56XH9aiXB6eZ2xTqaqB7wKRWLzgaP43p++wtEWlubs64bfNtPRdB7lJO2USTqI3xxv2/D0JdnHWqiWtUi/jHresW5vVTcmU8fe8MpG5pbqs1efjM0Hjgof38Pj+6WL7xApQkSo8E6gsifGsF9q1slU9YCXudo3rpu+8jMcbWHIz4mlOfuqQPXLx0/7q2wzr/I4PdsqJ9EjGXjg6UtBrCZ2ZdXlhagLZhn5OadO9njy0z48vl+6LIBIESJCxW4CNTtxAlByJlTUE63qAc/rDLtkUxVWfhT3DGFfsqkKB+uTAICJJ/eQfu5a2ASZyEXajFch8SqP6OG/Mvs3z0uUt7/xKj08stZlG0UGIoqwyn7Ii58ypAVbOMwfUVvfDEgRIkLFruPb+T1cPKQQ159WwjXwePIBRb3yCGPA84bXbtzX4BrCbvhtnXdiAYrzsrFwUj+VxfaNtd1lHNBqxk+b8SokXuXxOvyXJ9WEavxsoQH2deeRtXGv6sYkSgtybPMOZQpesrP65qjqh05Y+5cuCosqSBEiAiFj5eHk9xBkC2PzgaO4YdXn2GfamxbNHbLgrwcBoIMTt67whte+cO0g1xD2JZuq8Jc99TipOBeLp56ovO6yTu3W4cgCXoXEqzxeFiGrUnDXOD2P4PCr9Djdq7oxiW2HmnC4ISmcd0gE1dYn1Ypr0K3yMC3oOlj6SBEiAiFjwDj5PfBiN+iXbKrCvtoWnFSc62uyWbKpCm/sad+aKy34OimYzqtPrxeMecJx8y3hsRrJxG8fcnIgjtLfwNoGfiKwAG+LkFHH6sZkB4UorP7Ju4Umq/8YGeMP1ydxUnEuFkzsK5R3SATVioCXXIImBQ3qGB/mWIrabQEgRYgIiHnARKXZ2w16q2lZFGP1afy/dbDqsIoRxW7CsfvMajVSbR3zO+la211H832Q7SO3aCFzNE9pQVVKIXJ7TmfAOq7tji2JyidGJk7Pl600OD0nzLEUtawBIMYYY5E9XXMSiQSKi4tRW1uLoqKiqIujPUb24etPKwk0iEQim8JQRuwUgZte+QIrP4rjpOJcaedmqcZOXm4yNHII9eyWhR2HmxEDMHNUsLbtSvAqkE5tIDKeMlEx94PTOW2GghB07okK3eY81ehWD7IIEdKQpdnzrnrCMqna5Tqy2z7SbXBbEd22MQ4Mzctu/3ffwpzIw1wzCbccWWacVt9248nPmU+dCaeEkjpYFYLAa3HuLO2sw3aYGVKECGnIGqS8k1pYk5+Tw6fV6dga8qqzUgR4T0YLJvbFD948gF7dczCgZ27GOI3rgor+KfIC0V0x94NbYIXo3KOTfKxboXaKUdTBG2HnqgoT2hpzoStujek0OWQadqct62yqd9pm8Ls9EzV++m4Y/d3vM8yyN/qUSMh4JrVdFKiWj2i727V3yhfqlS/wu4/iAKLbnpYtL53eNWQRItLQzWSpE14D15oa3/yX5/dhldOuvE6ny8tcuel4zEgY/Z33GW65gcJKCBklYb8YVctHtM2sjuDWcWgO3ogC2fLS6V1DilBE6KQNm8m0yVMGMrIB8yQgkzHwecoq66Upu48u+OtBvLGnHtWNSbx2w9DA97Pip+8G7e88MuJ9xpJNX2f9NoeG+02YmGn+JE75wGT0Qbv7yJKPUxllzqVj+3dXMmZ4UXHkUXVjEucMKBA+R00FWZE9uYtjDPolm6qiLkoaxuSgk3KmGt62uGtcL8ds1zz3cPu9HcZBh5sPHJX6HLv72rW7+Vl2v9EBc7n89F2R3/htD95n3DWuF04qzsW+RAsWvlWZdl+3e+jaNqLY9VtZ86TK+dZ6b6M9AAj1xyjHm9PzjM8X/PWgVPkZgQQH69uPUor6PUgWoYjoipYXXTG3hdvKx20FydOeoitQp/wyQZ/DazEyO3Au+OvBwGe/LZzUL5WcUhZhmtfNFpsXrh0EoD2h4cVDCqWt+g0HfLeDKg2Mvir7XL6o8MoHFgSV862bo7NI0IR1K5TnTEBZOI0j43ORI494MO7D08/DgJylXeiKztKdGSMvzoKJfdOy9erq5GyUS/aZSiJmbsN36OIhhaFnLga8y8rj8C1yP6+yGMe2lJ9WAgCB+4pI/azfR902xNc4OTp7zSdu5yRO//1eVDa04rKhhcq3xXjOa9QpAEE2tDVGSEWGSVeVWdjIi7Pwrcq0z80madHtKz/w1s9YIa/ZU+9qlhaVl8h2kCGPhZP6pTlWP7u9OhTTvdeWhrkuPNsfTtfwyNCw2JQf7x8y+opXmd2+t7aNOUlmZ9gqM6N7nZz6glcfcWrfsf2744y+BcrKa8VpTvCz3SyyDalLu9LWGCEVGVsVqszCCyb2TVmEnE6mNxxTdYpu8jLrh7099OLOuNIDL82IbGnwXOt0Da8Mrf3DzzlQImX2s6WjUzSOLHSvk1sEptf2M9C+RXTTK1+k9R0VW8lBkRkcAGjUroxwpLa2lgFgtbW1URclY3hvfwP79sufs/f2NwS6xyk/38nyHtnKvv3y50rK8O2XP2f5Dvc3vpv2/KeB6+K3fH7u98y2I0L39SMnv88Kgmx5BX2GU99x61N+y+JWLqfnyZRXGLLPpHLw4Kes3375c5b3463slJ/vZAvfOsBO+flO9sy2IwpL6Q9ZfdxAl3YlHyEXyEcoOvzuM1v9OJxWGW73tzqh6uAvxINowjOe63nkpNoXQLfEgE5ZfkXlwXPGGABHP6Aw5K+b7Dsr5nkrLyeGoy0Mg4pz8cmdI9Ouidr3RocyqIC2xggt8ZvjY8mmKuyrbcFJxbmBI7huGFWSevnIRkV+FNFtlKARaE5m7c52EjjQsU6lBTl4cWccpQVVqbo7ycpJHk7ys6uv3enyYeQJ0kH2QdBBkefBHDF4amk3PLOtBgsm9k27RodtpEzLTcVNpPYozaGtMf9EZfKU8Vw386+seskyMfu5j6w6ON3Hrkwq+kOYfWza85+y3B+3b5eKPtu87WG+XuQeumwhRImfbVmeLXBV2++yCfJMt99S32KMLEKEEqJavYiuWOzCr6cOLQRgvwqWVS+/K223Yxh4kVUHq6zN4f7WMqnoD0HuGdQaINLP7hrXCxv3NWBfogVLNnlbkJzSPOhMGNYVP476buMjiLVLtO8FTdtg55wvglt5dbA0RU7UmpgXO3fuZFOnTmXdu3dnPXr0YJdffjnbtWsXY4yxpqYmdtttt7GysjJWWlrK7rjjDnbs2LHUb72+94IsQv7JlFWGeVXIs0KMul4yLEmq6hCGJU3WPUXlGLT8z2w7wu0Ae8rPd7Kc4xYkv+U1UG39C1I+u3vyWC7CdNR3QlSuQeQz7flPlY75qOc0HdBeETr11FPZHXfcwaqrq1lVVRWbPXs2O/PMMxljjH3/+99nF110Edu3bx/bv38/u+SSS9g999yT+q3X916QItT5cYrQ0XVy0K1cmSAzO8Iuq9eL0FweO6XJb3nD2oL1GyllvWembVfxEkQ+sqNXdZZTVGitCLW0tLBYLMZ27NiR+uytt95iBQUFrLW1lfXs2ZNt2LAh9d2HH37IevbsyZLJpOf3PJAiJEZnGmCyw0TtCFNe7+1vYNOe/5RNe/5T4ef5CeHORGSlfrC7h9e9rT5IsgjLIuTnHqIWIS86W1/0O169iNq6qCNaZ5bOycnBjBkz8NBDD6GxsRFHjx7FE088gVtvvRWffPIJGhoaMHbs2NT1Z5xxBlpaWrBz507P7+1obm5GIpFI+4/gR5eDZGVkKw0jw3SY8lqyqQpv7KnHG3s6HnDoJS9rOZO7t6Ph4buR3L09kJx0ySprELQ9jBDolQ6Zgu0y9BoyqG1u9V1uN2QdoizjPlb52t0zyHOMvmgkJ1TZr1T3XeNQ0tKCHOk+V+YxK1IPXeZ3FWitCAHA8uXLkZubi5NPPhlDhgzB2WefjZ/+9Kc4cuQICgsL0a1bt9S1sVgMpaWlqKys9PzejkWLFqG4uDj138CBA5XXrzMRhvLghPnlLGPAynqBuBGmvL7XN46L2T5c2tc5q7KTvKzlbF65Ai3rXkfzyhVCcjK3Ec9zwyZoe6RSNxS5p26w/ubFnXEU52Vj5qgS/HBwfZqMOgNGu3+vb1xpf+c9kkYGon3X2ve9UDk3iB5L46dMovWNGu2jxtasWYNNmzZh0aJF2Lt3L37961/jzDPPRL9+/WyvZ4whJycHsVjM9Xs77rvvPsybNy/170QiQcqQAH5zTCR3b0fzyhXIGTcByU3rkVc+CznDRwvdw3g5tyXiuL3oFLBBV2mf+0R2Tg43OZ7+5//BC2v/iFjvfugxYSnQ/2v5ekXPWMuZVz4r7S8vRhsBQM79T2iXo8ZcT0OWIn3RelQLz32M33yvbxyn//l/wDbE0bJlI4B2GXUGjHY/HcCzAevE0y5h9CvRZ1j7vhVrvc5KfIpfbl+BvBGz0saqbETqITJfedVXN7RWhA4fPox/+Zd/wYYNGzBmzBgAwDXXXINJkybh9ddfR319PY4dO5ay+rS1taGmpgZ9+/ZFt27dXL+3Iy8vD3l5eeFUjkhhDJrkji1gVe3WOtHBY7yUWSKO09f9Fr+afAQ9+ssbgH5ejGHjJse88lntnx8+iMZli5FVVJKqizHBJXdvR8My7zrmDB/N3T5muVkVKJ2Ts/mZyO3qY72P0wvPUICyx4xH9pjxYIk4kru3a9vXRPCrOFtJ7t6OhgVzwA63Z/V2apcw+pXoM7xkYO0nYSkSqmRlra/u86fWitCnn34KxhjOPvvs1Gfnnnsu8vPzkUwmUVpaivfffx/jx48HAGzduhUAMGTIEOTl5bl+T+iDMVjMlgxRjJdzcvd2NB9/yZsxD0QAwoMyE1Y4bnLMGT4aPRYuRfPKFWCJeMp6ZlaIvF7afjDfs8f9T2grOyuyXt7mNml4+O52Bef9vyG5Y0uqPVrWvY7sMeORO/kK5JXP+nrrsagkY+QVxouueeUKsMMHEevdL3C7hIFVJm5tae1vsvqfLJK7t6Nx2WLEAOTPnuvZxjnDRwPH+zJMfRrQdP6M2FnblUQiwYqLi9n999/PqqurWU1NDXvwwQdZSUkJq6mpYT/84Q9T4fEHDhxgl1xyCbv11ltTv/f63guKGpNHy65trP6heaxl17ZInl//0DxWc8lIVv/QvLT/t+JUTr/lj7redjStXsXiMyezxB0z0uRgLaubnHjRsf5BEa1Ty65tLD5zMqu5eARLzK9I/b9xD+u9WnZtY4n5FaxufkXGyM2tr8joR4xlXl/yqncm1af+oXmsZspwVjNlOHc7muuve121tgj17NkTa9aswT333IMnn3wSjDGce+65eOONN1BSUoIHHngA8XgcZ555Jo4dO4ZrrrkGTz75ZOr3Xt8T4RF0RRB0xWm3wrJbbTmVU2Q7iOd+BlGYjJOb1rdvnZ08NGWFANKtag0P342ccRMABDNv+5Wbzoj2ZcOSgZLS9hV1xZw0Hy7rPXKGj0ZWUUlGWYXcLBhO34n2p0zrS6LbYTqTVz4LbYk4YuC3Upnrr3vb0enzLtDp8/II+sJvePhutKx7HbmTr0APhQNKtmLi5QgeVr3syuRUR3OZjK0a85aNaFndnqe774AdPGW224pliTiSWzY6ys/v9m2UMgzybK++r1vfUDU36FK/rozWFqGuQlcYEEFXBLx75mHIUuQZRr2NSR9IX/2F5QvQocym/XtrHcxlMq9aZUWL8X4XNU7tzNOX7XyjnPzXjGeZHYFF/KmilGGQZ6uwmKgc/zLkLOI3RIQHKUIaoPPLQBfsJg27SS+oLHl+b77GUCi8Jl6nST/oZOg18RvfG9YIwDsqJa1MEhQ1P9smOmBOyWB2KjfjJH+7ejm1dUoJOnQAsT79hWURpQyDPFvUgZgHlXOpaHnsrME6bpX7JWgAik7Q1pgLYW2NZVLn1wk707qTLHllzDO4zdf43S6SRcPDd6PFyA+0cGmHuhkyyh4zPu1l7qfPRbGNFyVWJdKu3jJkUnfnDLTu3IpYUQl6PPo0zQEB0GkuNfpGrFdfsKrKDlvNXtvSum4X2o0LABk9N5Ai5IJuPkJhDgIdBpwXImX088LyUjJEyyAKry+KsaWSO2Vah7rJ9M/JhD7Bi0hdVPs41V43Aaz6MGKlvVH8/9ZLvXdnJRNkI5Io1nqtTj6FVox5ESWlyDllBPJnzwWQ2RYhrcPno0a38HlZYai6PSsMvMI3ncKYzaHOYWPXBk7l9BOa2tnaWATRugcJ//X6rZHOoGn1qkBllIHuYc4GQWWjWz2toeZO844OaTyinhdVQD5CGUSYvgA6+274wcvHyG7v3pyE0MnBVeUqyK4NnMrpxx9CVRvrvlpP7t6OtkQcOWPGc9c9iO+J12/zpk5H3tTpHT830hocT8YYhjwzxV8xaN/VrZ7WAAV26ACQl59KYWHgFejghMz6es2LGUnUmpjO6GYRIuRS/9A8VnPxiNRqnHfFZKyu6uZXhJ4wLKqVrIglSndLk1P53JJpBklwGLTN/MhTB8uBjs9T+VxZ9/SyuKjuD7pZy8JA+9PnicxBlxOHecuRVz4Lsd79wA4fRHLT+vaQZY4VlrG6YkDHYxFWrpBTCQdyho/mLicPbrIyf2dXP6c655XPSkvUqBtO5XOqT/PKFWjdshGxohJfcvfbZs1rXkLtDVOQNXCwsDz99McoLHlhjRsrsscR4F0XnnnJaIP8ijnInTLNMdJStD+I1Fdlm+jyjrBCW2OEtAlQF3OztRxu+WD8mHitGVMBpMLMZW9jqH458eb4sduKEE0JoMuWmVP5nOrjdxsmaHhx0/KlYJX7cez1VSh+Ya3tfZ3upVvouROqt+DD7HN2dfHafrdizT9lh+r8Q05tIvvsQR22JA1IESKkdU5d/IqsvhXWHDpm/EwqTsciuCVOFMUp/49seHP8WI/f8NPGIv1MVlSXCE59QcbxKgCE697timtx7PVVyK+Y43hfp3v5KXMU49dcThVKC4+sVPYf0YSkUbRBhySPDn1HxntCl3eEFVKECGmdU/ZKxe8ElaaUGGGeAo6xQZAlS2PSMZ9KrgJR643flzsgJhuRSVfXVaZdfc0WQ8DeSmTOTWW2BLndVwZRZzp2ascgigqPrMJKwuim9Jn/HXZYPG/9ZfS7qPuYE6QIaUDUWwa6ds6gE1Re+Swkd2wBO3zQt3+HGZ52kiVL6wRqtsSo3HLzskS5bZF5ISIbkUlXh1WmnTyt9bVaDAF7RdKrPrqO16Dklbcf7MkScSR3b5eSLZ5HViq3gnitK1Eq87zjR7X1LlKi9tbWmbCixsKMssmkiAAZZZVZ3yijoWQ/2+l+xueJ+RUZ00/M+GlvGbmZeNvHfN9MGothwZs7K6qyyCqP9R5R1JGnL2ZqZKgoZBHSgDBXtKr8NETgva+MlS/vPXiO5ojS8hDk2XZ143EMjnql56f/+VlZ2/1G1LfEz6papIxOdLaVue12YkQWMKc2lWG9UWVdsbtXkG1up7rqYIWVCSlCGhDmQFflpyGCjj4daZNC+dfnAVmjOMIoL882iwgykzCG+eLljf4z42eCdtvuc7tP47LFaN28AW2JOHo+uiz0vpzcvR31P/guUF2VKkOmo9O2n2h0oRc8CknQuoso9Tzb3E51zYT5QwRShLoYqvw0DFS9rFRjLpNopIcsVEWK8dSB99lhKrHWcquKlnKLAnQjZvnLg8xzy5pXrgCqq4TLEAa6vvAMgpRPRhShm0Ii2zmcV5mRGTHphI6LYIAUIcIFP4NA1cvKL7624Y5PGDnjJoQ6mauKFOORN++zRZSqoHKzlls3BTp/9lw0F5UIvcA88zat/SOSO7Y4HvJrxnAujh0vi07osAXvRhTlc+u/bYk4mpYtbu9Tkp3DdcrrpdsYNiBFiJBKFB3dbUD7mVSM83yMU929fqtiogxyHz/lcXt2hzwjksPZw/QZk4m1PDz1dhsfeeVfRzk2r1xhG0JuPZVc1+0wHbbg3VBRPq9+7BZB1rp5Q/v/mxRr1WfMRSF33cZwiqi9tXWGzhrLDNwiGPycOp+65/FzyLwiOUSuDQJvZElYEWZOqIq44oXn+bqeNWXcw3r2nSGj+LUXspopw1nd/ApZxY48ek3V82We/aVi3Jnb2u4sO9WRWSJzY9R9RDVkESIyHqf8I4D3CoRn355ni8JpJS8TlYnP3FazvPfzmxROphUxuXs7lyVPxWpYZpSjNUO5IZu2A1+itaYKzOUefnyNZMtCpAyqrASy6sVbPtF+bC6fnWVP9rgQDcDwiirT3Q9MBFKEMpTO1AmDkjN8NLKKStCy7nU0Asg6bl7mOZqhLRG3zTotMjnnDB+N/Io5aFq+FDnjJvishTd+Q7R5kPHS8HsPmS/C5pUr2hNo9u7nKieVW7gyxqa1fIaMkru3o3HZYsSOP8fu/qLtoEIWOjjFhr1NL9qPvcone1yItodXVJkObSwLUoQylM7UCWVgDFCWiHOvXJpXtp8qnjv5iuD5OzatB6uqbPffmDo92L1cDolV1dZuk3KYKfiDwmvJ8yNL3hwtsvPMWD83lP7mohIp4d0q+pUOfUFbf5Tj6Jo2xcCa68jvPTNi0R713pzO6OwjlMl7tirLbndv0QyxsrIT+0W3rK1Nq1ex+MzJrGn1qqiLwhjTK9OwzEzIvL9r2bXN1qdEFWHIOxPns0wssyhGHevmV/iek3Sbz+zIiloRI/yRM3x0e4I/XTVsF4wVc/PKFdLvbZaLcT5XzrgJtiHhdtcaqxfR8slsj7zyWUoPWjXXlee6Y688D3boAI79+Q9KyiOK3/7DW2+n39n1I7u24u0L1vLw1suwCiW3bFQyhqwEGa+8Mlc5J/jFq+w6llk2Rh0Z4HtOshsjfseiKmhrjAidsMzm1qzQdhg+F22f7gaLHwm1fE4Y4fvNK1cACszJvFs3qet69AQYAxrqpZbDL+b2ETG7+92ycutHQY5KsJbHq99Zj/RwChCQTZDxYCdzkSNfosSrv+hYZj/wBkr47WN2W4C6uXaQIkSETlh74zwTVSqHB2NAaS+wRByAs+Jkh4o9cJUTBe8L13D8bjvwJVo/rgV6FEoth9uz3WRp7j/W6Co3rPXmbTfeF55bm/G+/M2J9dxyYvW4/wlPXyFZ8I5X3jrKPPJFBdb+z+PMnBF+MCbM5XXrt6LtwiMHtyCVqCBFiOi08GRUNVbWaKhD28H9SL7/N+EXiwqlReVqUyRstofljC/VpIXsls/ynFRF5OQnAaLd7+zwmtx5Xv7WxHodXkrjJiC5Y0uHF7QuLxNeBUd2egfZ8FiSrTQtW4zk5g1giTgKOZNcRqk8mesosx/xjCmZQSqyIEWI6EAUAzTKia7no8vQ8PDdaN213Tbs2qoIhGHWD7pClnleUVTRLarN57JfAHaTO691wfjOODLD7jprZKKsyLcg11nLb/7rRFTpHXjx0y+Y5S8PRp3aEnHulB+ysG55hbWA09EaBJAiRNgQxf5t1BOd2164ecJq+2JPh2R9Opn1DXTbg+fF7sw3r61Nmecy+cXpBSBiXfA6MiOlmAY4ekHYP8zjOjMqFTMn+apYQPmpR4Hl3Dk7rGU1rrVL+aEaVeeP8VibdbMGAaQIETaEaXIXWTHLwm6wug1g84TllKxPNx8Bv21ozswsa6XqVzY8LyRdtoecyiqzfIYTfcOCOWCHDnAfzuqnPFEENPjZnmxeKXZQrSp4+qq1ruYkmV5KlAyCHgqsIlGoNvNm1PH7OqNzHqHOgoocE1GcXcRTj0zIO2I+N82aO8Rv+YO0cSbIzCCMfme0T83lZ7Kai0donZuFh6Aya9m1jcVnTo5MFm7lt34n8yw6P/fgyacWdI6TVaawIYsQESl2K8+gqwRV20JuYe28EWq6b1dZ62Feqfotv+zwaxk4neYeBFVltXNsNcqt+oRy1QTdnswZPho9Fi5F47LFoaQSsOLW5k4WIFXPc8PNN8e6fetlGc8rF0tb4YY2Ft1In05oQZTmSRU5JkQHl8hL0alsmbCNI9rO1jpZo5Z4CfICUCUzox2TO7aAVVUCCK688DiK+hlnTo6teVOnC6UPiAqvYIOg8Bw7wlu+oIEFvN/5fb7f8eDmm2M46Xspkn7TVrihi38lKUKEdpaKoFYi3nBnax4NnpdikJed6kHvJSPe0Fan8HVZ56npcDK50X5ZAwfj2OurpByW65UI00v+fs6Yi1q55iGtT6HjKeYykGl1lNU/efuuyPzrdzx4+eaIKpKZ0O9EIEWI0KZTmwenNcJGdqip23aDmxxEcvCErVTKyIRrvsYqc16HdhkKmcj9/GC0Y8PDd0s7LBdwr5uX/MOK1AobtyhNUVQcSNxhOzjkMRzF/Guto2gZMqHfCRGph5LmkLN0uLg5zhkHTcavvVCKY2QYjq1hO/qKPI/nWr8HLno5QIrKRaVDpewDTIO0uez264yE4VzrJVvVslfRh6xyU1GHTO6TZBEitMFtVWKYb1vjR2zD10VRkTreet+w/TdE6sSTCddveK/X6lJU9ipXzEH9S+zu5/ecOLO8jUNenXzWdNvODoswrCciVl+e7Od2GGccxoAOx6kEaVun31rlpsKik8l9khQhQhu8BqfVaTRM/AxyP5N2WI7rIplwze3iNoHbXS8D1WZ4vy9XJyf7oC8EJ58169Ewfsqc6ahawIjQYfvYRx4jt+NUgrSt029VJVDkeXYmQIoQkTFEuS8d1iAXeYkGmcR4MuE6lc/tPKyw0eG8JqvCErSvODlye4U5a5OcTiNUWCms2c+TO7aAHT6YsgLyZsp2Ok4lyDwn+lsRB37jeqe6ZbLfEClCROioyOFivq+KF4GfLQ/VViTe+9vJJUj0iXUC10EZAfy/6ILkRzIO7I2dPDTQtoNVhnaO3CqcrcNG1dh3QvUCxshjZI1ABZBmRbUbf27HqVhRNcZE+hSAwFuCukKKEBE6PKb/sBIpijxT9P5+JmGRl6jb/e3SAwDiL8gOL+jjE7jxOQLePygyXnR+75HyL5JwdpJdVKSoX4f5el2tQ3ZjX+VLNQwrhdVCBKT3pSiVdS+cFnhuRx8FnVN0hBQhInScwtWDZE11GrReiDxTtxBTt/ubX6wAfJ/27CQfu/QDXgqZiheyXxnbWWB8Pd9nkkkrhuzMB3Cat794tiiidNTnxZBXtyuuRduXn7m+VHVV5tyw60u884ab/51Ky5ad/K3bsAZWhS/TM5sbkCJECCPzhGJz7ha/g91p0PIg8sygik2YE7v5xZoMYLFwko9ZmTWUULttQ11XjrLKJSvJpFeEntkpN6usN1o/3oa2RNxxe0WkX4fZLw15tX352ddj1aGsuvYdUUQSKzr534kmiTW3o1f72vUV3shPq8KdicorQIpQZGRqhwHUmmn93C/IqtwasszjFOiXMCd2ntB3nj7o1CbWidApK7eukSTWcomOxyBWSD/kjJuAlg1/ATt0EG0tLQCAmNv1AmMpzH5p1x+cyiqz72TCfOvmQG3gVg8e663bWPb6zKnM5r88fUnHtiBFKCIyebWj28vNvCrPHvQNX4PMySlQl2MAnPCaVHi2zwD/9XTa5uR5vhNhTJTWconKQsQKyZNywKscyU3rgWPNiPXph/yKOZ4Z0L0IMxTf7zakzK1lneZbt21OLwdqt3p4WW/Nn4uMMZFjg3j6kk5tYUCKUESYXyCZtseqW5ikefD5dZi2O5lZ9ovBKje/L3xZjtCyXoBtiTha/vwHz5c8L1FMlKKycLrerk2tWx5uzsFO84L5eTnDRwc+DsQrFN8N0X6rw4vPy2ocppUiyKLLy5LJa/ERaZOg7Wcto24LaYAUochw2mMlxPGK2nAjuXs7GhbMATt8ELlTpn0d3hpCW/idYHgdlb2QYa1RkVcoiolSVBZO15t9eYwEe3nls9B64Euwg/tTvlRO7e40L8hSog2CyFhG9GTY2yNevlxRbw/6DcAIkvqB97ki16YpeccVfsNP0SijbgtpgBShyNFRO85k/CQUY4cPch/b4deXxG31L9r2VutAmJOKdeLl8WuQiY7+BWbyytMT7BkTf3b/gWjZvSNtS8tJMQBga6E0E/TFHaTfiPbboBYJO0T7gVeZw5yHrfJwyzfkhd9yy9qidLP2GG2cPWY8cidfEaki7EnUh53pDB26qh/GwX5Nq1dJOeBP9QGgYRwSaSDj0EOvQ2PDOFjRTWZhylME8+Gtdn3TS27mevHUUWU7hNHGQQ+Y1bEf+JGb+TdRt7sfvA7Kdiqrbu1HFiEiIzBWEIaZ1SlKSRSnLQenzLeyfElUIDtxG9DRf8FudSh7decmMx0sqHb1bVy2GK3vrU9dYz3IViQZovUzO1RaAsPYJgoa1aZDPwCC++uJbnOLPkO15cWtzG5trEv7GZAiRGQEVjOrU5SSrOc4KVqyfElk4+TwLYroC9nsYwXIeXG6+cPogN3LyBzKznOQrZUO/aTc3wn2QLT+QyowO5DX3TM7FX3nFK0XleOzH7m5bXPb1UP0GebEqkbGcpky8Z3yxPQ7HbbJpCpCR48eRffu3WXessuhQ6dQgczJOTUp+Iic4U0upkrRUkXzyhVoFUyc6HQGkjmqySs0XNTHyg+iUTYyovHcfmf3MsqfPReNQOolHbQ8QawyUfoPqcDsQM7jmO9Vf1UnrvuRm9tvGpctRuvmDWmJM0WfYZTPnLFcp7YFNIkqFP3BRRddhOXLl+PUU09N+3zt2rW49dZb8cknn0grXFdEh06hgignZxHztVPWa93xWik6hXX7ScDm9FxViruolUpGNJ7b75yScFpX3NbtXJHyuLWn24tclmVQR3gd873Ggsw5VqXSGAMAxtC69T00r3mJez6yC6l3S6waFtZyhZ2U1BVRp6If/ehH7IQTTmCPPvooa2trY/X19ey73/0u69u3L3vuuedU+DFFRhTO0lE6w4XpgBlmPc2OeU7PDeroGOQ+YWDnnOjkGG12/NWtHjyItoFfB3wvB2fjs8T8Cql9IjG/gtVMGc4Sx9vHfG/dnFB1RMcx6jSX1Fx+JquZPIzFZ07mvlf9Q/NYzcUjWHzmZNc6qpaDV9/Uqa8KW4QeeOABzJgxA7fffjt+//vfo6qqChMnTsRHH32EsrIyBapa1yJKs7RKa5Ss/Bd+4DFfB3V0NH6jmzOj26rLLAtz3poe9z/Rfqr6utel5QbyU0+/svGTQsHPWXVelio3a1mQdo+Z/tqlM7CWQ1ecLASq3QJ02/oDOubfMTKR590wG8deX4X8ijnc97KmcHBK4Kl6Dvbqmzr1VV8+QkOHDsWkSZOwePFixGIxTJkyhZSgTkCYHVPkWTIPeZVRHqff+NmWCHMy6mHZznGLhpPdF+zq6dWuYSnLfuvqlA/G6Xsz1rp5RSuayZ89t8M2R8q3TcOXvBNWGWSyW4BXXxY5+NScpDRWVILiF9YKlSVn+Gj0WLjU0x3A7A+p4nQDc52c/BG1aWdRE9Lbb7/NRo4cya688kr25Zdfsk2bNrHRo0ezSy+9lO3du1eB0YqxDz/8kH3zm99kJSUlLCcnh/3sZz9jjDF25MgRVl5ezoqKili/fv3Ygw8+mPY7r++9oDxC0SGaX0PFc0XxU86ozdNe5eApn99rvOSl4xaGLJzaJT5zsuc2rp/760iU2+VOZfBbDq++LDI3yN6aFslhpQqdtsHsEFaEysrK2DPPPJP22bFjx9gPf/hDdsIJJ0grmMEnn3zCTjzxRPab3/yGHT58mLW0tLCjR48yxhibPn06u/7661lVVRX7xz/+wc444wz2i1/8IvVbr++9IEUoOnj8erxQMaHxPk/XF1HT6lUsPnMya1q9Ku1zp3rzyMOvzHSVkQq86mp8f3TF0lT7WOUqIi/dXzy64ObbJXNBo3NfDzOBpqxEuLIRVoQOHDjg+N22bfIrd80117Dnn3++w+eVlZUsKyuL7du3L/XZyy+/zEaOHMn1PQ+kCEWHDAtF3fyKyCw0umaJDWIRcprMdJ7kdYH35Wp2dDXLuWXXtnZr0cUjuK0KmdgmYZc7kwIeVBF64AqHI3fY+DpiY+/evezJJ59k9957b+qzffv2sS+//FJawRhjrKmpifXs2ZO9+uqrbPTo0aygoIBNmDCBffzxx2z16tXsxBNPTLv+wIEDLBaLsdraWs/vnZ5XW1ub+u/LL78kRUgzRCwUPNE6qrYfeO4bxao9yMosbftGw8lMR0Tl7aTw6PACCeOFSZas8Anb9UBEoQ+LLFGfoj/96U8466yzsHr1ajz22GOpz7du3YpbbrlFmu8SAOzZswdNTU14+umn8dprr2Hfvn0YNmwYrrvuOhw5cqSDg3ZZWRkYYzh06JDn93YsWrQIxcXFqf8GDhwotT6EM4YTb3L3dtfr8spndTjAz+maguPZZ50cAI2syC1r/9geXcFRHvPnhhOi9bfAcYdFl2fz1sULXrlZy5XctN6x7E73NMqbXzEHsd79vo5KiRhRGYRJ47LFaHnzNRz78x9S/cGuvMZnANBj4VLkTpnWwRk6d8q01In2UeDW32WRM24CYr36pqIcOzs69F23eUh2+QxHbmv/jhrhqLF7770Xzz33HKZNm4asrK/1qPHjx2PLli1SC1dTUwPGGFasWIETTjgBAPDkk0/ihBNOwOeff97hesbak9vn5OQgFou5fm/Hfffdh3nz5qX+nUgkSBkKCdFkdm7wRiO4ZUVuWrYYyc0bwBLxtHOjgqbU91NON/xG2riV3eme5vJmD/qGNsde6BxtFLP8BbzTLuggUzvCiCpNbloPVlXZHjmnWUJTFeH9fqIpZZdJJLpRBlpFix1HWBH6xz/+gUsuuQQA0pSNrKwstLS0yCsZgIKCAmRnZ6OkpCT1WXFxMbp3747W1lYcOXIk7fqqqioAQN++fdG7d2/X7+3Iy8tDXl6exBoQvESRU8Itzwsz/TVPNkFT6stGVui3yD3DzAnEg18ZhJG3xi7UPWfcBCR3bEmzeljDp805Zfxmp5ZNGP096twybn3Crl2C9h27EHORtla9CLBLEdIZj4AS9hE655xz2BtvvNG+r5aVlfp86dKlbMKECVL26wyOHj3KCgoK2Lvvvpv6bP/+/QwA++qrr1hOTg776quvUt+tWrWKDRo0iDHGWE1Njev3PJCztB5EHVbblfwWVPk2RSlDpzpFVSav55oj+0T83VTRlZyH3dpG9Zzgp61F2kZGO8qot479Sdgi9MQTT2DGjBn41re+BcYYFi1ahHfeeQdvvvkm1qxZI1VJKygowO23347bbrsNL730Enr06IHvfe97uPzyyzFgwADceOONuOuuu/DLX/4StbW1WLBgAW677TYAQElJiev3XZlM0+qj2Powr35bbVbwmYCqwz6DJJ9UlbzNDa+EcmFbH4wzs1gijuTu7R2zTm9aD3b4IJqWL01lFI5yrKocf7rNRW59Is0ipqDvuFmonRCx0sloRxljRsutbD/a0549e9gPfvADdtVVV7Err7ySzZ8/n/3jH/+QrKO1c+zYMXbXXXexsrIyVlhYyK677jp2+PBhxhhjdXV17Fvf+hYrKipipaWlbO7cuSyZTKZ+6/W9F53VIsSr1euiuUedeI13lagbKvKhhFkmWWVRWSe/aR7c8mTpFlmjUn4iaSa8Iu90Hot26JAqIAp0KYcZX4pQV6GzKkK8HVHV1kHQgRB2uKdblledt81kTDiyJy2RlAM6y9bAqYxeZffaZtHhZRFmoj2erVivtA2Z0F/M1B0/PLdufkXURenycG2N/fGPf+S2ME2bNs2nbYoIC15zqqqtg6Cm0VCiV0yOi61bNiJ38hWeZwTphl/nVvN2hWwztkiEimzZyt6GcTtbzqvsTtss5jKKHACrgrC2xLzqad5WbVq+NJW2wVomnceiHUZARmtVJWpvmIL8ijnaRcp1FWKMMeZ10ZAhQ1L/n5eXh3379qGxsRGlpaXIycnB4cOHUVBQgAkTJuD1119XWuAwSSQSKC4uRm1tLYqKiqIuTqchDL+AIM8w8guxwweRfc4FyDoe9aODD0MYGCfRG7lFrHJUdWq46n5hrpcMJSPI/Zzq6iX7MFHZHn5lp5tPURCMuiQ/eBes+jCQX4DCxc9KrVdnkpdKuBIq7t27N/Xf3Xffjauvvhr79+/H4cOHceDAARw+fBjl5eW4/vrrVZeX6ATwJBsMSvPKFWhZ+0c0LJgjnAzMnF/IKymjjjSveQm1N0xB85qXfP0+r3wWsseMB0vEAaBD/a2J9fwk2rNL1ObWL2QkdpORwFLW/ZxkZr6ncU3jssWRJN3zGqdB2sSv7PzMHWElLfST3DSvfBZi/QYA3fKA5mbpySpVJMHkSTbrda1uCEeNPfLII9i4cWNaLp4TTjgBixYtwrhx4zB79mypBSQIP+SVz0JyxxZHM7rXb42/maQAGTQtXwpWuR9Ny5cKm9qNFWQMQHLLRjQXlXTImWKNADOi6UReaqLbLjK2aZy25fyumoPk1XGKHLNumbUl4mj7dDda40fQlohrZZ0M0iYisgtq1QgrSsnPc5pXrkDb7h3IHjM+1bYyUbFd6FRPr0Sh2kSI2SCsCB06dAh2u2mMMdTV1UkpFEEExUjl7pT92G1y1SFRYhDyK+ag8VePI6usj214th3WZG5Zw09PHXVgncwM+RjbGwCEt4ZEJ+ggE7rXizSq9AxZRSXtq/WiEtvnGte0xo8g1rsfYkCgLMReiN4rLJ+csH0K/crU7jle9zIvKpKb1nM/ixcVc5mTPO0+d5O9Vtt2ot7V06dPZ1OnTmW7du1KfbZnzx72zW9+k91www3SvLh1oLNGjXVWRKJcdI0wkRWpIxqJZE3mVje/wjG82+5+OkQ5OSESweWGaB29wr557uclY5n9WCSUParkpiqutxK2TGU/U4Qox61Oc7CwRejXv/417rjjDowaNQrdunVDLBZDc3Mzrr76avziF79QoKoRBB8iK0cZq9mwzh7yg1393O5t3Q5M7t6eOhoiZ/jo1PYYTHU1rzbN1iFdrGlG+3ht3YmcTednO8/Yok3u2CJ8aKq1bCojpXjuJat/JndvR+OyxYih/RgSN5mIWjV0ikrlvVdUEW+qrKE8c6NWUX5+Nah4PM4++OAD9sEHH7Dq6mqZypk2qLYI6byKzkTCTrxW/9A817wmflCZRDDIvb3qKrMvq7SKqS6XnQXHODLDmiBRVvnCnEeCPsv4vZFDp2bKcF/5k0TyUWUKfpNzqnhm0Gt1svbwIGwRMiguLsZZZ50lTyPrgmSKI5muWFcddr4rdnKVaXUxVvuNyxZLcWSVsadvDv8H2usY1Hrl5Xwu0xdBpVXMDl7Z8NTRXPYe9z+Ruj570Dc6+KvJWhGHNY/IsIAaZc0eMx7ZYy9EDPxWS7v72DmQ6+rj59dXzYiA9WNR9ELVER1aWXs48OUs/YMf/ACbN29GIpHo8P2ePXukFKwrkGmdRTXmiQKA56Tr9wwpWXI3O2SzRFwLpTalBB06gFif/mmyDFI+J+dzFTmFZLZPWBFpBuaym7fmkpvWd5CJrBd2pjgtA94RmaJbSSwRV6YkyMZLfk7O1m2JOGIlZb4iYGUi0s90VUadEFaEZs+ejUQigXvvvZeSDAYk0zpLUERWREDHCBkrTgMzTLkaz2pe8xJav9gT+cGsqRxIffqnvRi8JjG3tnHLAmyd3FWGuQfBrX4yFQk7v6nkji1gVZXt3yvol2H1dx45eY1xr7KK1iX30qvQ+sWeyJUEHrzkZ+eL17xyBVq3bFQWXs+DTtnOVSGsCL399tv4+9//jj59+qgoD9GJ8bMichv4fl8AKrYSkpvWg1VVtq/8I0yT77TitsrKaq0wwuaBjjLhdbK2+6sLbnXgthyteSl1IjxPG1tDo1WE/ocJTx6mKHL2uKXJ0AnRrVXrMTNuCxRZR8bY3a8ruHAIK0InnHACsrK4ElITRBo8eTacImRkDnoVL2tdFADR7SDDWmHOG2TFrW46WDXDilAxElU2/upx260uu/IYK2i/ynEmvITMZcwrt08UKRurgqCrbOwQsU46LWBUKJ1+XQ06A8Iazfz58/HDH/4Qzc3NKspDdGLs0uPzpoBXkSreQEYa+DCODZFJXnn7EQf5FXOQO/kKZPXombJomRFVQEXbSYbseY6ikNE++RVzEOs7ANn9TnKto5cMjDo3r3nJs+5GO+n8EjKX0UgCmdyyUclYNciU8WbXv936h1e9zL+V3TeM+xkZ481lbkvE0bRssfZHZfhF2CL07rvv4qWXXsKzzz6LwYMHo6CgIO37TZs2SSsckVn4sdpEkWdDhV9LGMi0iplXmnlTp6flDTIjKhvRdpLpgMvjsB5EhnlTp38tK5eM5U4n0htYrXFu5c0Ea4e1jCJ9gNc3TXeFxwm7/h1kLlNpCXOKum1euQKtmzcAgGMW9ExHWBG6+OKLcfHFF6soC5HhuL3UnCY13sEsc9CL+rXoMiHLTGZnrY+TfEW3OkTbifelwHMkipMyZ0a1M7fh3Jo7+QrPbTqz75BIgsEghNGXZYVkZ8oCxQ27/s3ja+XUNmEoxuYx37zmJbQl4sgeeQZiPXpqbZkMRNSJjHSmsx6xoSpBF88RDpmYQl6X5GAy6tKya5ttcj83dKi/WxlUJYXz83u/969/aJ5tgkEZZe7wHA36soFoYsRMTZZooOMcaYdRlvjMyb7LlEltxW0R2rx5M8aOHYu33nrL9bqJEycG1c0IxahaabmtVlQ53HnlHpKd+yRoGcNMtmj33FR4fe9+3PWRETYdFLcyiLRx0BV107LFSG7eAJaIo/DRZdLunzNuAlo+eAfZ/U4S3p4Ukb1ujq9u8rL7TncrkVdbuPUfndrGKEPWwME49voqZA0cjIaH7xYa37q3lRluRejOO+/Eu+++i+uuu87xmlgshkOHDkkpGKEOPwMu6ItOlUnXK/eQua5+k/8FLXtUmX+9/BN4ZeAn7FdmPbzKEIaSbZSDHf+OOf/M132Tm9YDtTXIOvv8rz/jPCstTEXQStjbxm5tHVZZ3OYRr7Zw6z9hbHs5ycgtSz+rqsSx11el/NmMXEdectZJsfOCWxF69913AQCHDx9WVhgiHPwMuCAvOq8Mu0GwG2xO+/F2ToB2dZI9oYY1IbjlIAGcLUQi7eokG5nKtWiZzD5CoqtWt7LYlaNg9lxPPyQveB1o03LluMhBdv8SyfAe9qrfyz/LWpYwDka2pg8w/7USpP/I8CNzai+v0Hnz3M0r50xw9DfwfdYY0bUIMtmKRMmI4pZ7yAqvk7SMyd0tP5IqrPWxPtdvBIt5AgaQSrxoXRnKUq799rUg7cYrG3M9eVfXVpyslFZlR8T6IbN/eVlZecsYNm7KpN2ZZLKeY7WyysycbSZo9JZbRKNTO1qjSwEAHkp7pig/ZmKMsSBW3k5NIpFAcXExamtr6TiRAMiyCMla3XndR8ZzDOtT7uQrtElL77deDQ/fjZY3XwMAZI+9MPVCMSY/v3UMKzOuqt9a29i4h5Glm0cu5nsYMuUpg5/+xVtH0TP//BD2NpZIm6guC2+d7bbggliEVM5JfvqWVikRovbW1pnOGjWWqXhFVfBGKaiKzjA/X1V0kazyif4uMb+C1c2vUB7Bk0mRJkZZm1avYon5FSx+7YWs5uIRLDG/Iq0OvJFRIv3Sj5xkRd7JIOwIKVn1C3If0TrLlpFo2WX3CT8Rq2FBW2OEvlq6BS8zPI95lifhnV+sPh1uJmKVOYFkPzNn+Gj09IiQktWHVGxLqsLsUNq6eQPAGGJ9B6DAslr38qlIrc4Ftpn8bLG4jZ+wtzbC3lKTtX0YRE6idQ4qIycHaF6aV65Ay9o/IrljS9oBzn7xE7EaFr4VoXg8jkQi0eHzk08+OVCBiPDRYX9XRvQSz8TBk/DOLyITl6wXgUjb+X0mT9vI6kMy5BLFS70tEXfcsvByhDbKqNqXLIrIO96ydJbFmBXrQb2iC5Aoo1Xzyme1+3UePtju2hCwb1p9qbRC1IS0ceNGNnToUJaVlcVisVjaf1lZWSqsVpHRVbbGdNiOUGEqd0rIZrfNk6mE0XY8bRNGOXifEVV/9pPYsWn1qsjHnihB5Ov0W52SCcokPnMyq5k8jMVnTmaMhds3ZSVg5d3mzWSED1393ve+h6uvvhr79u1DXV1d2n92FiJCf3KGh3uAod1BhHnlwQ8QtN7XWBE1r1yRuiZnuNpDIWUcIipCGG3H0zZhlMOuPaMqi+hhmk5lTG5a3+E3YfchUUTqyfNb63a17vUXwTioN79iDgB+2elyELT1HkHaXmeEt8Z27dqFv/71r+jRo4eK8hBdAFXbAl55dAxUbgOEuS3jN3xbFF3ygYS5feMlQ69we9424N0281NGVYi2g7mcTvU1b1db831lMsZBval/W+ovK5dWEDI5M7kshBWhESNG4ODBgzjllFNUlIfoAqgaTF55dAxUvtjDnChEk6OFiYqXdJgKmZcMnXIMGbmVjHBtp9+bf2N1oPbKJM1bRlX4crp1CSJwy8tjkCk+RF5Y27thwRywwwfbv5OQS8sP1n7Ec8Bxp0N0L23dunXssssuY2+//TarqqpiDQ0Naf91JrqKj1AQOuuecSbgJHsd2iSTD9lljLGm1atYfOZk1rR6ldDvjHpbQ+hFfmuWmeihpF6/iYLOdPCxTOofmsdqLh7B4jMnR9pW1vZRncZBR4QtQjfffDP27duHP//5z4jFYqnPGWOIxWJobW2VqacRmqOD9aGrEoXFixevFa2qFb60tASb1oNVVbYnADVtbYhkjRatl+g2mVM76zYmZfTHzrglY9dXrFFmYWBtHxFZ69bX/CKsCHmdPk90LTrjBOX3cNaw0bVcPKiaQGX1R6f7OJXbmhfIz7lndgqDn/p0pjHpdgRJlNgenCs4Hu3au2n5UrDK/WhavjQ0RYinXIB9/YL4i2k1twYxJ7W1tbHW1lZJxin9oK2xronVZB2lCdvN9CxruyCKDLKZalLnDf/WJeWADsjIxuxnq1Eldu3rZzxaZeN3S1YU2ZnJ/d5Dly1P4fB5AHjqqacwatQodOvWDd26dcOZZ56J3/3ud5JVNKKzkGnhsHnlsxDr3S+VSMz6b6f6qKinW7iqjJQDXs/wez+vDLJhp2zgxasNncptbQuetgkjFJmnT6oen0HqacgxBkhLMyCjvnbt62c8WmWTN3U6il9Ym7IGqWobP20iY77xM05CQVRzWrJkCRs6dCj77W9/y3bt2sU+/vhj9swzz7AhQ4awn/70pwp0teggi5AcdNH6RXBLJFY3v4LVTBnO6uZXpP0mrKSQsn/rJxGg27WZbOngbUMVyepkX88YX31EnbRFUSUrv+NNp/p6JdZUNXdm8hhVgbAiNHToUPbBBx90+HzLli1s0KBBEoqkD6QIOSP75ZlJJI4rQgmLIqRbPVVMotZ76lbnoPDWJ4oDTGVsvfBeE6ZC6Be/z5apVNnhR3bm35g/12V86VIOVQg7Sx84cADDhg3r8Plpp52GgwcPSrBREZmAiLOriPOdKmQ9yzBR54y9EPmz56Z9p0O0lhkVkVvWe3odKKrb1pcXbm2Y3L0djcsWIwYg99KrANjL1m1sBJGNcaYZS8SR3L3dt0MuzzW8TrAqo4a8ZOV3vMlySrcSJA+U+fkihzfLwlz25Kb1kSZ4jAJhRWj06NF4+eWXceONN6Z9/tJLL+H000+XVjBCb/xMHNaJLczBJetZRhbc7DHj2/fXNX7Ze70oDJm0JeLIKirhejnzhNrKbFedlKrmlSvaT5kHECsqsY1ish4XYXcPvyd65wwfjRiA5OYNaAJQ+OgynzXhexZP28mKULNr5zDnB9mZ7d0i3OwUJnMyTl5Fyum+fsaKUfbkji1gVZUAokvwGAXCitBPfvITXH311fjf//1fnH322cjOzsbmzZuxevVqvPLKKyrKSGiIn9OjeY/AUAHPs3jqYPy+7cA+tGzeAJaIK30hqcSoC0vEPTPLOslG1eraQPRlKPIyEH1xGBaZGDrWzbgXS8TTjouwu4f1RG+RcjDL36jDkWVZQW2P3Rk3AckdW1KKge74saIZFiBDCeJRpHjuK9omRpnNFiEzulm7ZSOsCE2ZMgXvvfcenn76abz11ltgjOHMM8/Ezp070a9fPxVlJDTFPOnyDELrRGFeBam2rNgNZFsLlcdq3bhP3T2zAXz9QtIduxekUZfk7u1oPm4RAuwtRTK2Qv1g7jN+lG03RF8cOcNHo6eD0mvcK3vM+LQoGGuZc4aPRo+FS1OfiZajYPZc27YyfhuGFUWFsmWnRNgltdTJQmjFjxXNqhR5bX261T/IAsRc9qjyF0WJsCK0ceNGnHfeeXjsscdUlIfIIJz2uJ2wmyii9DGxs1BZV+tOWF9IuiOSodhqKWpLxNuvc9juUYm5bDyHcYq8DNyu9WMtMv66+VYETUrntTUZhpVVhbLlZlnMGTchlZwyk3xVuKyoln6TVVTSHtZeVJJaJPJuF+pitdFZWXVE1Lu6oKCANTc3K/Db1g+KGnNHt7BYGc92C5vPZPzUw/hN3fwK3+2hWxg2L6qSVdpF3SXmV7C6+RUZ08dUtQNPsko/Z69FhZ/oMadIMrtrdSUT06UIK0ITJ05ka9euVVAU/SBFSB1BJ7SwJoRMHNRB8VIGRWSfqfKTEcLMo2jXPzSP1UwZzmomD4v88M0gyBiPTn1FRkqDKOCd44LW28/zVZKJi0nhrbGnn34as2bNws0334xzzz0X+fn5ad+fdtppkmxVXZeMNC0K4rUl5uUsGJaJXGZYbaa0p1W2VpO7iOxlbj+FibnO9ffMRtKHY7ytA7DFL87wC2n7dDfXlqyuyBiPTn0l7Ag2WdgFlBjpFwAguWUjgOD1diKqbcQg80VUCCtCI0aMAGMMGzdu7PAdnT4vh0zoOEGxcwyU9YJ1ws+Ll2cy8rqvLu3pVk7zd16yDeLTYkYXudhhloc1Uov3d05yskYH9Xx0WdrvMhEZSkjQF3+YwRc82AVjGOkXssdemHKqV+XbI1MxlJ3/SrdFkLAiRIqOenRb2cjGGAQxtK+KmotKhMPp/Uweql68XvdVMSHZJT4LopCJJHHzkr1XcjbRxHNRYJaHiGN8hxBomxezXX/IdEdXXcqvi3Kd3L0dDT/4N7DqwylLojn9Qv7sucoVABltYvSHtgNfovXjbWhLxB0jJ93KYXYCDyu6UQRhRYhQjy6TiiqcQo2D1FskB5DsFZLXfWW2p1visyAKmUzZpJXx8MEO6Qic8qXotEq0RoHxtp9Vjk7bY7z3UyUTp/vq9oISRZdFZPPKFWDVhwF8bUl0S78QJW59zOgPseJSAEht64kSRXSjCMKKUEVFhev3y5cv910YomtgfckYJywHmezNE7hd2CkgrpDwTBBAeGnwAffEZ3bhxrz1V5H7J2fcBDQtX9rB94VnyyjqlzBP3ikegk74vDIRLZvTfXV7QYmiyyIyr3wWWg98CXZwP7odP45FV9z6mGHFQkMdYqcM73CskF90aScDYUWorKws7d/Hjh3Dxx9/jE2bNmHRokXSCkZkPrzZiGU7Wsp6oXpNEOa/QRB5ibklPjO+48m3oxJzGbMHfaOD74vTJKj7S5inX3k5mnth7Qu8MhHt86ocdGWgk2XQLznDRyO7/0C07N6RlhAyDILkwLKS2tZyyZbOA89CNUqEFSGnRIr/8z//Y+tATXRdeDu/dSAGdmqW9EL1miBkb3cBchQXnRQKEQdWHV7CbtjJ1a/iYv0tcHw7JRFPRROJKFKiba6zrGWOhyiVqqjGoZ+M6W7XyaiHioWqTGKMMSmnBDQ1NeHEE0/EkSNHZNxOCxKJBIqLi1FbW4uioqKoi5Nx2B3BkTv5Cs/QeMOiwXOtTviddHVbAcsuj+7tGaS+5roZ/Zz3PubfAkj5zQEIzaFWR2T2P937nl+CBE1EjY7lk+Ys/cknn1BEGZGGXyuNThYNgH/g+l3p6LQ6T+7ejvoffBeorvIVIWKHbu1pJcgKNc0va8EcsMMHue9jJxfzosGIsMlEgrzsVPir6dr3/OIWNGHIT4bvpRO8qTjsnqvTfGcgrAjdc889HT5LJBJ49dVXMWPGDCmFIjIL3kHBuyKTPVCCrkCMScd8CKndfXSYdGXUFdVVAMQjREROqNeJIO1m9stihw8i1ruf/+2p40qQ37QCOq20ddn+0L3v+cUtaMJARRsYfcy6hav6uaoRVoQOHz7c4bP8/Hw8+OCDnhFlhL4EmUR589NENSjcysBT75xxE5DcsQVoqEeLw+AH9Jh0m1euQMvaP3YIWefFiBIxtmaEn50BE6DdifBBy2uNhPRD0LQCOsk/jEWBTopfmHTwS3NwxFbRBk6pT1Q/VzXCitBvfvMbFeUgIkbG9oCug8KtDDzWnuSm9e3m55OHOg5+Xcgrn5XK32MOWXfDOrH63Q7Toa15CKosmvFj8XTCKf0B79g0yz9qJSGMRUGUip+XfFXK36veMvukFR6FX4cFoSi+fIQ+++wzvPTSSzh06FAqZP6rr74CYwwnnXSS1AIS4SBje0D0OztUTCBukUtGfVkizhUqr/vKM2f4aPRYuDS1xVJ3z2xPx1uniVW0LcKeAP32FauyGCScV+bL2Jr+wFDOswYORqxX39SWmdfvAUSeQiEMolS8vazMov5i5t8GTQwroihF6b+lE1miP/jTn/6Es846C6tXr8ajjz6a+nzr1q245ZZbpBbOymOPPYZYLIYdO3YAAKqrqzFjxgwUFxejf//+WLhwYdr1Xt8TX5MzfHR7YkDBaKeGh+9Gcvd2aeVIOYquXGH7HL/PtLsv8HW982fPdbT2GGHRzStXSK2rKow6JTetR+vmDUhu3tCh3mbyymche8z41FlABk4yE8GpvWT0Hb/lM5TF3CnT0p2TfdQzr3yWdCuhcc8Y2iPJjr2+CqyqEslN67nlpqJcuuFnzpKFm3ybV64Q9hcz/9arLzrV2+gbOeMm2JbN+L5p2eLA47qzIWwRuvfee/Hcc89h2rRpyMr6Wo8aP348tmzZIrVwZtavX4833ngD3bt3T332ne98B9nZ2dizZw9qampw3XXXoU+fPvi3f/s3ru+JYKgwTdutdtLyEQG+num1ivJa6ejkf8GL2d/HbUJOJU2zRCrJWHE7yU12Ek1RZOWdcuo3Mlbdyd3b29tj3AQc+/MfwBJxNC1b7OikylOuroTK7Sk3+QaxIIv2absUJQBst8R4/Hu6LEyQgoIC1tTUxBhjLCsrK/V5PB5nPXr0EL0dF5WVlWzUqFFs7969rEePHmz79u2ssrKSZWVlsX379qWue/nll9nIkSNTv3H7nofa2loGgNXW1sqrTCeiZdc2Vv/QPNaya1toz1H1TK/7hlXXqOCtn6icnK7XVZ5BymX+bf1D81jNJSNZ/UPzAt+XMZa6X2J+hZZy0xFrG3RGzHX06mNNq1ex+MzJrGn1qpBLqT/CFqHTTjsNb7/9Ni699NK0z5955hmcffbZsvSzFG1tbfj2t7+NRx55BIMHD059/uGHH6J///448cQTU5+dd9552LVrFxKJhOf3dgkSm5ub0dzcnPp3IpGQXp/ORFirTutzVDzTzkLRIbqoE6+weevnZcnhPWJCV3kGsVSZf2td2Qe1gPmxMkTlMB30ubLKnSnO+0EwrL4sEQdgbwkyMII+wj7yIxMQVoSeeOIJzJgxA9/61rfAGMOiRYvwzjvv4M0338SaNWukF3DhwoU488wz8c///M9pnx85cqTDuWdlZWVgjOHQoUOe39spQosWLSI/opAI+1RtL7y25HR8aSd3b0fjssWhZiH2erlk+svHWn6R/mRVVtwOMw1DSYmq/wZ9Lu/vMzFxn2yctrXt0GlsRh3VaEVYEZo0aRLeeecdPP3007jyyiuxYcMGnHbaaXjiiSfwjW98Q2rh3njjDaxduxZvvvlmh+9isY7p3tjx00JycnI8v7fjvvvuw7x581L/TiQSGDhwoK+yd0Zkdt6guX383NcNu0lTp4nDjuaVK9C6eUP7/0vKQmxVrozn8ObcyfSXj7X8Iv1JJHpStJ/6CfmPqv8Gfa7X73mS+mUaQeY8Xnl7jc0wF1a6LTJ9hc8PGTIEP/7xj2WXpQOLFi3C5s2b0atXr9RnDQ0NuOCCC3DiiSeirq4u7fqqqvaMuH379kXv3r07nHtm/t6OvLw85OXlyaxCp0Jm5+XJ7WN9jozQUhF0f6nzOkN7YT63qGn5UrDK/UAshuaiEgD+nNM7C7z9SeaJ307XJ3dsATt0AA0L5nApQ1H136DP5Q1cMJx+rXmXMpEgVjAeefP0TxULK6fn67bI9J1H6MMPP7T1obn55psDF8rgueeeQ1NTU9pnQ4YMwYsvvogxY8agf//+2L9/PwYMGAAAePfddzFo0CAUFBTgnHPOQWVlpeP3hDhhKRlOz+GZLHRXXmQSJPmhmbRziw4fBEp7IeeUEalopZwx47naXDdztxU/5XPLQWVGdJFg7qdc2c2Ph/wb+Wl4k2XqjIxt7JzhoztFziTeudXvYpTnd7IWVjzP122eFlaEli9fju9+97sYMmRIBz+bWCwmVRHq16+f7ecDBgxAr169cOONN+Kuu+7CL3/5S9TW1mLBggW47bbbAAAlJSWu3xPiROUcbaDbKsKM7kqAG4Y8rSdZNzx8N1q3bGxfdQ8f7VjHTNmqUP0SMf9VUS5zsky751jbR/c+6dcK4uV/lYlY6+TUdn7ryvs7t7MUg6B9G4mGmQ0dOpT9/ve/lxy8xg8Atn37dsYYY3V1dexb3/oWKyoqYqWlpWzu3LksmUymrvX63gsKn5dPZwybZsx/qK6u8mCsY9mc6mgO7U7Mr2B18ysyoj4yfxekHWWFNdc/NI/VXDyCxWdOtg3h1w1emXXF1AF2bad6rtC9v6hEOLP0oUOHcNVVV8nXyDhhjOH0008HABQWFuK3v/0tamtrceTIEfz0pz9FdnZ26lqv74nwkZGt2A/WjLzWfwctl99MvmHLwy4zsVO2YnMG2+Tu7WhLxG23yYy6F8yei6yiEiS3bMzorLVWeRhyAOCY1TlIO5rDmt3K4UVe+SzEevdLbZ357ZNhwZux3aiHkWnbScYqMt2HiVH+5jUv2Y411XOF7v1FJcKK0MSJE7F582YVZSFCIOrJIqrBZkTdNCyYkzI7mycV3nLxKA0ihC0Pa72Tu7ej/gffRctf/oDGZYtdf9e6ZSNiRSUd6miue5STqVff5n2ROF3n9nuveruVzfit4fTrVzm3Hh3i1SeDzgWqj0kx7g/A8xgcr3uFQVB5GOVvWr7UdqypHltRHlkSNcI+QvPnz0dFRQVuueUWjBw5soPj8bRp06QVjpBP1GGLMv2MRHO8mA/atO5Zy0ooKErYToPWejevXAFUt0dToqGe+3dmdEk86dU2vH4KTte5/d7Lx8OtbMZv6++ZjeTmDWCJOAofXebLr0JE/mHl+3FDJHrUq25R+6HISJrZlogDDXWInTy0Qz10czDuTAgrQv/6r/8KAFi2rGO0SiwWw549e4KXilBGWJOFX0dNcyi32XHXDtEcL2ZHU7+TStSTrR/cFJW88llo+eAdoLoKDMwxDNntRR+1cm3g1TZhvkisMuHpN8zy14wKx2fRviwaAs2Tl8ZP9KgTUSgKZplYyyvaZqnkiKYAhagIw9FeJ2d+YUVo7969KspBhERYk0XQCJ3kji1gVZWuv49CKcnEVZmXNaLwkV+ieeUKtB34Ei1vvoa2RDwtLN9uwnI7TiIqgraNV/SbSJ82VvcsEUdy93bXshnP7XbpVUgej9qxPg+Qn89JVF6iFpqgeWl0GGteL2uzTHrc/0Tgg4VljyW/SRLDWNzosoACfOYRIggvgoZ5mi1CTgSdyMMkyhUWr6Wk/p7ZAABrTnY7uVlzuaiWZ5hHUjidzs3bp42yxoB2x3EPJcD6MnV7XpTKpuiYNpRBFXlpwrIm2PV9NyuQGdVbmzz4VUbDWNzosoACIB4+35Wg8Hm9cAsfVR3iHJQwQlODPkPnk+LDkJ+senqFe1ufo4N8edGlrGGFetvVV8WzVcm1Zdc2aSktRMqoSz/hhRQhF0gR4ieMju82AcnK46NyQlItn0yZfPyUU6e6eZXF6/tMzjklWvZMHk9ez25avUpaGXTP4dOyaxuLz5zMai4ewVVGr/ro0JfNCIfPE4QdskJXecKMnczQfsLfreVWFYLLmzMl6DOChr+a5aMq1YIfGesU2muUv3HZYl+pFNz6qpvMow4PB8RDuGWX2RpSH0V/MNo3uWm9r7rZtbHuOXyaV64AO3wQsd79uMqYVz4L2WPGp3zk7O4XdV82Q4oQIQVZA9ltgLgltuNVNLzyB1n/LVMZ4Bn8Ued5aly2GC1vvobGZYuVTVZmGUddXz8Y5fdK8GfGXE+3fhwkV1EYiCqkPGUW6QM6jSG/7aGbEsBDXvks5E6Zhh4Ll6L1809Qe8MUNK95yfF6IwLOKbmqDn3ZDDlLE9y4OSjKcvLjcaAzkiMmd2xJO4WbxxnaK3+Q9d8yHaxzxk1AcscW5Iyb4HhN2A7d1jY1HKXNDq48k5WI86r5IFNdzyfj6evJ3dvRCKRFhjlh165eTuidAZ55QTQaz/w36P2CIDrnmVODAO3zQd09s1NjTsdxYGCua8OCOWCV+9G0fCnypk53/I1I3q2oIUWI4MZrgpERycEzQPLK05Mjer1EgiT8k/liMh+l4DSBhPEidMsBlD97LppNBy96hXwb14m+fLwitKLGK1rIOPwzq6ikfZsM7gdWukWA8ead0Snc2EzQcS/S53nnB9778SArQs2acsJQKBCLIXvshaGOgyB1yq+Yg6blS5FfMcf1Ot2UHTdIESK48ZpgRCbqIAPR6RRup4GXlo/l+MtfJMmZrMHMM0GHMXm45QDifX7TssWBsiBbw+91w1w+IxdL26e7weJHAHS04LBEXFhJEbU+iobvhyXboAqa7D7vdD+/cpGlgJrbz/C5QWkv5JwywjHHj6q25FH0HesxdbqrJSgTIUWokyNzIMlMcR/m5GmdgMzPDfOlEXXmW6N+Rn4XlogDSM9dw4s1C7Jo3XRfLaZtBTx8d3suFsYQ6zvAVvlO7t6esqTZ4Wfb1oxIPw3bcqTzdp6MDOiy2iWtz3MuBFS1pV2dGpctRuvmDR0SqnYFSBHq5IQ5KfpVTlTjNAEBHf2NjM+CKEY6pY63a3/zlo5bkjW3ehTMnotGtPsSGf4xOtVbJobi6PeoCMDdP8wsNyelVLYfjUx0VmplZEB3q5/f+ZVXZqra0u75MctfNzrbWCdFqJOj62pN9eTJbea1+BsBwY8y0Gll5dT+QZ1O7ZQpXX1YALGJ284XiLcdnZ7j5h/Gs00h248mShxlFODlypNVXYVcVM+vYbal2T/QC53Huh9IEerk6D4pqsJpoFo/d/I34nVgtUNkZaUap/b363TqdryAecvNK4oqbEQmbt5rvc5gsx5ua/5rxu47u37qx3IXNSIyCvJydfqt6vnPfH+d28EL0bLrPNb9QIoQoYywJgYnPxjzXwO7zzuE0AecnEVWVjzY1S8M2dq9RMzysB4yybvlFgUiK3ero7STnHnD373ayk7OYfrbqUQkRUAQ64oOlm9RB2SdFCfRPqTzWPdF1KmtdYaO2AhG/UPzWM3FI1h85uTIjt4ISpip4J2eZVe/qFLyBz1eQsYzwsRNzrxn31nHgez66SQvK1GfTxX1+FVxLJBs/J5HFkS2uvVZsghpgk6rA1lY/W9UrRq8VoNBQ/XDWu24batYzdBhroCd8jDZyVWGvKKycIhYFoGOdXWKULKOg7ZEXKoPmc7b3yJlU9HuYUaJilr2dLBiAcdPqN+yEbmTrxAKegjS73SzYtIRG5pgdAzDYTcqZKanN/xvcqdM8z3YecqTM9w97b8usvUir9w+7bxhhjanq/eqsx1+2ja5ezsaFsxBy9o/dpCfKrk6ycG2bBKPUrCrj4iczb8318E6DmT5kGXi8SROJHdvR1sijpwx46UqBta+FOZcwLMlGsZ5aV79JAoZ8Y7xsCCLkCbotDqQqakHXa3KKE8Q2fpZQfpddbrJSkb/8CNLI/FbrHc/5IybgIaH7/YVySQCb5+R3Ved6iMSgWj87eB3Zvq3nQ+ZaJ8xFFR2+GD7/TVYVQfBapWQhbUdwpxndbF6eJXDauVtS8SRPfx0R0fosE4QCBOyCGmCjNWBjBWiCk09SLnCXjl4nU7Pg4oVlYz+YSdLrtXi8cMWradth7WidUJ23zCUu+aV6Qf38ranWR5ucrWTm2ifMSuohlN3JluHwhrnYfZZWXXibVun60TKYSikbUcOOx6YKmt+06nPkkWoEyFjBaJCU7cexxB2eYKETvNGEJnRwbpnLatT2UVWi9ZklCLP91tuN0T7Bs+9RaKc3BAdi07RZo3LFtsmcrRanxoevlsL64NfRNoyymhUEWTNpbx9STSFgLl+xu/NB8ImN62X4tvkd+4JE1KEOhE6vIDtsB7HIEqYhzparzVPIrwvGx3Mvs0r0zNm+8lvYyUMx1eVySh5ymQnDz/tKToW7ZzQ2XGnagCpEGWnLNS6jn0v/IztsF6guryoedrWj4+VUb+2RBxtX+xJbbMa/crpPDHR8SBj7lENKUKdCB1ewHYUmHwiopj4RORiXGuYbe1WSzoMXC+skUpOk46XbIz2Mq8QeROu2T3PC5XJKHnK5BYJJuIrISOiJnvMeGSPvRAxU5mjShzohYwDTXkPRA7rBer1HDuLSljRaFb8+FgZ5WaJeNo2q2z8zj1hEmOM+V2od3oSiQSKi4tRW1uLoqIiqffujOHyPBhWldzJV3Af9hm2rMyOqLlTpgGAcJl1wC0RI69iY7RXrFdfsKrKwDLwaksdxkWHMPi1f0Ssdz/0WLg0rUx++rLI8+3aSMXxFDLwKwtzXZuWL02NuUwYZ+Y6A3xzhKp2UnE8SVeCLEIRocrsqnun9rOaU7Fy8MoYbLdC0skSxNPObpmhkzu2gFVVtl/nItvUFuHxl7IROSZqITJv9yS3bHR8rg6rRLccQLymfRm5q8xbsWZrid2LNuptHL9WGnNdVVolnAjSTnZ19iq7SDuF6S8X9ZiLGlKEIkKVeTfqCTFTcHPgtjqiAtHK0uu8Jt4tBaCjYuPV/8yTZN7U6amXM68iZWDe7tEpf4iB0xlqRg4g8xaIgdsLRHbaB6/7Re1vEfRlajfmnJC52AvSTh1SJPAcTTFuApI7tiBr4OC0VBSyy+aFKoUsUyFFKCJUaeFRT4heyB7cPIPU7hoGAIyh9dPdHXJl6LZC8opksjpG88ohe9A32kNgBSY4UUXK+jtdJ1OzjO3OUDOUTV5ZOY1D36t8j3GtW58VJQxHfDvCmi/NFlFWVYljr6/yXEioLJtI/+wKi2vKI9TJiDq3ixOG83HOuAlSLQI8OS3srimYPRexvgPA4kek5vvxwk/ujLzy9jwgxraUobgZ7ZxXPgux3v1S2zdOWOXgJx+I8dy8qdM9+5m5rrr2SwNDxk79UlbuFLf7eOUeMpReHfKuRIlXW4kQRr80Z2dnAHInX4H8ijmpOji1u8o2d6q3Xf+UIW+dcgbZQRYhIhSsK25ZGKZmI6LLDrvVj9uWh0r8rK7sfEasFgueuljlwLPiDGIWz6SVpJdFQtQfSCRkmNd/KpPk6YaM/DyiFrooMfscFpjyQRnh6W5pOaxt7icDucj1TnNlpp4fyAspQkQoqDLzJjetB6uqbN+mEcx7EdZ2gpP/iShuv+Wpi5/6BpnAdNim9bt1akXUH0gkZJjXfyqvvOPhu5mIjJei7i9WM17bwm7bVNbcQKL1Fr2+q7pskCJEKEeFs5057BbQd4AB6YnLso7nU/LjECp7kuIpV5AJjLe8Kp0xeeoYOE+VjVVSpK0M2WYNHIxjr69CzrgJtnLIGd5++G7LutdTCRYzERkvRZ1frB0isjz6gtP31txAXkkT7caRbDmpOEdRB8hHiFCOLP8Ku3smN6233evWaU/a2GOPAdxyUCEzA6u/llu5/PpQiMhfZV15ZB/UByK5aT3Y4YNoWr7UV38zZHzs9VVglfvRtHyp47V2/mKZhgy/nLB9zsLuz07WoNYtGxErKrGtt91zZctJ1ljVaX4GyCJEhICK1ZvXPd1W+W6JBlVYJYzVUHL39g6njjuhcsVr9ddK7t6ORkDqlouIlUVlXe1kL7pi9yKv3DnXkB1OfS2/Yg6ali9FfsUcz/pk+tlimYZIugpzfw6ScduaKdrLT030iA0n3Mosa6xqt7XJCEdqa2sZAFZbWxt1UTKSll3bWP1D81jLrm3aPLtl1zYWnzmZ1Vw8gtU/NM/xs85Ky65tLDG/gtXNr0iTTf1D81jNJSOl1d8q/yj7ghXZdWVMrH71D81jNRePYDXXXtChHVQ8jwiOWd4i/cdvX3NrX7vvZPZpFeODsfRy69Z/ySJEKCOKnEEG1lV+Wh4PSwZbc1SHTKuEjonI7FaagJxVLJBeZ3N0oE4rQBUWKFGfoOSOLWCV+5Gs2eDo7+NlucyEYyg6CyI5ncz47WuezvmWvGEy+7QqC61brq6oIR8hQhky830A/PvTdvvPxm8Z0H6WkSnxYF75rA6fhVleN2TvpTu1idmXIEi5zb81l12nXCQq/EtEymakO8g+dwJyxl6Ykon1HnbtoNKfKii6+X2oQqT/8F4rIru88vS8YbIXXCL1Ey23jlnlAfIRIiTgNBBlRwrwrlS8wpmtA9xcTpmTioyVlWxLil2bWOvsVW5eH4IOuaMC5n6RIQtVVjqvstn5JfW0HO1ivYddO7iFWkdtfdTJ6pcp8OaQMmPOG5YzbkLqgGie37qVgbfvdDiUmLPNdY4cI0WICExYE6DXQHILqecdhCJOkUHLy0MYYcLW9vMqt1t7u20hBO0nshVL3vbleVEEcd53uoddO5idv81nVemghOgc0q4S1wOc17yUcoC3y3PGm0PKitlpPui2fpDcRNY210Eh9wMpQkRgdJkAO1ggfOBk0Yjq5SJ7FSUj1wjv9dayB+0nPLLwmoj9tC+P8uRlVeSpu0hb81iPwibKFX+UL2C3ftS0fGkqJYKdIuRmqebB7ffJ3dvRuGwxYgDyTRmt3e7h55nmOuswZ/oiam9tnaGosczCTySCaHSGDKKMmFAVEeIHFXIQqR9vFItoxFAQGfPKRLeom6iJol8bbdC0epVjWzStXsXiMyezptWrAj3DTzvXPzSP1UwZzmqmDE+LkFXZbzK1X5JFiOg0OG0buMG9zSORKFdNeeX2xzREsaJWIQeR1a25fevumY3WzRvQloh38N0RjRgKYp1pXLbYsRyOZepihJFBmQceC3Te1OmOR/9wP8MSIcaLMdZjkLc97UWm9ktShIhOh8jkEcUEKuOZQVLd2x3TEIVyFnUYu5mY5W+Q++cMH53mGA6Au614y9EZ4T0Xzs45WMULWGSbVcX9jXuLJOs0Y+eQr8MWqo5+RKQIEZ2OvPJZSH7wbvve/LLFKNRsZS3jmUEUF5FoJC+CTGoicpA1eTpmdZ49lyvrN2850vyKAO624i1HZ8SQmde5cCpyfrmVB7BvN7/jWCRSzBwhJqO+OlhsdPQjIkWI6ICOGrtXmayOgVmnDEdrTRVY+EUNhSBh1G7RSFa87ic6qQU5ckDG5Ol0Hz9RhW7XuymbbrR+/knqAFezfHQck7Ix5MMScUcZB3EuFpWh2+IgSHsYfShr+OmI9eqbdlivHTooLzLRwSplhRQhogM6auxuZUqZyyv3A7EYmotKUNDJV9ZOk6NsxcRrlS46qfntW34mT7u62Z0UL4LfiDneujb96gmw6sNo/O+fILlpfYfweDdrSabhdOab25l8QZQC0b7nmd05oEW23U9vR3s7C/oRZbJirKNiR4oQ0QEdNXa3MjUtW9yuBOXkInvYKNuwzq6CbMXEa5UuKme/fctPe9rVLblpPVhVJY79+Q9piobKcpjxeoHF+g0Aqz4MIH07jcdaoitOdQ5qnRNF5rwW5F48Cp8XYVliuwqkCBEd0FGJcCtTavsr2YKs/idlxEBXNTEFUUysZTL/G4AUC1uYfctteyoqhcIrJ1H3OQ+geeUKZA0cjGOvr0pZrmS8PKPC6aXtd3s3SKCArLb2cy+Z9QrLEhsGOihppAgRGYd14BTMnotGIC1MVHeChMXKnDjME3rDw3enTZbW8GA/PkRR4pWZ2U2hkF0vu6zndi+ntIzBVZVp2yY6yxpwLp/TS9vv9q7OL3U3rEpw/Q++C1RXpVIlqDyuQpY1TEUf1KE9SREitIXXpG4XJhr0GaoJEharauKwTpY8k6cOk5gf3F4kTiHa5u9F+4xtzhkX+drJXndZy9rq8up3Om7de5HcvR1tiThyxoxPKcGorgLwdaoElfWSZQ2LOveXKkgRIrTFaRtB5sDxM7DNq3s/fiZAsLBYVROHn8mSpyx+FAfe4wFU4BWiLdJnzH3FmsjSTd5237ltY6pGxnlrvHj1Qx237r1oXrkCrVs2InfyFak8U0ayw/zZc6U/T1X/UDH36NCepAh1cXQ2t5sHHc82jR/8RBEZZUnu2AJWVdl+Hx/lEZ0AzG3l5yw10bbmeeFbkwfKCLE3ftO6eUP7/5sSP/qtiwheIdoiLwNz3c2JLP0c6Ou2jWnQwa9Lkox4+0LULzRAzznNOs/YWbFlWltUWQ91aWPZkCLUxVFtbpeWcE+RFcSIIhIJYTXKYLYIhUHQtmpathjJzRvAEnHXJJMGvC98Lwdgt/u4+ZVYjwdweqbsfhvEImGtj5PDtm1EmwRnWb+JHL3QYfuClzDnNON5Xm3GM8/oEtXWFSFFqIujesDImpRUrUSsKzXRhIRBzhESJWhbGdF1bQ11rmexWR17Rcrl5gBsh5tfiZvfV9QTvYj/mlnRMfDjA9Qh745LugO7SLkgZJIlIMw5DeBTNnkj5PwoxXZkUnvpAClCXRzVA0b2pCQ9mseyUtPZITVoWxlJJr1Cx0W3/oJY7vz2DxFZqNgqcToc1a0+Xtu71t9a/aT8bE/p1ofD2LaKYk7z6r/maEXzIsSpTUWVYiIYWVEXwIsXX3wRF1xwAQoLC9G3b1/cfffdSCaTAIDq6mrMmDEDxcXF6N+/PxYuXJj2W6/vCfXkDB/dPulLDrVsXrlCyv3yyme1OzCOm4CGh+9GzrgJyJ18hefEZkxo5lV+VPCWxWiL/Nlz0+ps/Z0hk/yKOVyysHsGAKEyOVmmZMhYdp8BnA9HdauPIVfeLULDTyq5eUPqO9H20A2/baHTeDO3sej8Zq2/U5vmlc9C9pjxKed6r/tEhU7tEgimMfF4nF166aXsT3/6E2tsbGQ7duxgw4YNY4888ghjjLHp06ez66+/nlVVVbF//OMf7IwzzmC/+MUvUr/3+t6L2tpaBoDV1tZKr1vUtOzaxuofmsdadm2LuihCqCp3/UPzWM0lI1n9Q/OkXd+yaxtLzK9gdfMrlMqZtyxWuYnWWYS6+RWsZspwVje/wvc9ZJWPp8+I9ivZ/dCurk2rV7Gaay9giTtmZNw4dcKv3Pz2cd1wK6P1O7c6+61rGP02E9FaEbJj0aJF7PLLL2eVlZUsKyuL7du3L/Xdyy+/zEaOHMkYY57f89CZFSHVHTjqSUn1i43n+vqH5rGaKcNZzZThKTmrkIv1nrxKj8o2ShxXhBIBFKEw+1DUE7pdG8ZnTmY1F4/I+Je/DLjHm+I2VClva/lFlCa/zwhKZ+l/GecjVFVVhf79++PDDz9E//79ceKJJ6a+O++887Br1y4kEgnP74uKiqIovhRk7A9nipN0WM8X9Svgud4u8imIXJza3VoW6zOsydxE6uAXGYfeRn0ch5mwfTK8chmZr9PVp80LEZnyjjfzXxWolLe1/H6CDLwwB4fI6NOdxSk7oxShyspKPPPMM/jf//1f7NmzB2VlZWnfl5WVgTGGQ4cO4ciRI67f2ylCzc3NaG5uTv07kUioqUhAZAzGTHOSVvl8twkhaPi/NfIpiFx42936DCOZW/aY8a75fmShoyOnV5m8xoPKF6BdJmuvXEYGUY+zIDjJVIezxJxQKW+R8vsthzk4JLlpvbQ+reOYF0F7Z2mD+vp6XH311fj+97+P8847D7GY1U0RYKw9QDgnJ8fzezsWLVqE4uLi1H8DBw6UWAN5ZILTpGwnaR7Mjnvm53s59Lk5Hrp958dRMIhceNvd+gzjdzGA28EyiBOkDo6c1vIHLZPfMccjRzvrj1M/sd4vinHmhki/cZKpzP4jw5nXaV6JAqMsAHyVw+yEzRsYwoMOYz4IGWERamxsxDXXXIPzzz8f9913HwCgd+/eOHLkSNp1VVXtZ7f07dvX83s77rvvPsybNy/170QioaUy1FnMkWaCrCiM37JEHMktGwGIhaK6ra54w6HDaA+/7W4O3XXarrLKP0jddLBSWMsftExO4c+i5bDDyfrjFEmm81aYSPlEciGFUR6rvL3mlSgI2v45w0enMpzHikp8Zai3Q4cxHwTtFaHGxkZcffXVGDFiBH7605+mPj/nnHNQWVmJ/fv3Y8CAAQCAd999F4MGDUJBQYHn93bk5eUhLy9PfaWIDgTJtGv8NnvMeMdQVPNfA54jK9yUD7u8Lzqbh3l9DlrHTUDLB+8g25QZ2Qm7OuugqIv4W4jA+yKyO23eCaey2T0ra+BgILdb+18NkfFCdJIHz/jiyezthFXeXvOK07ODnEHohQz5+rlH0K1l7YnWV9udo0ePsssuu4zdddddtt/ffPPNqfD4Tz/9lI0ePZr9+Mc/5v7ei84cNaYbTatXsfjMyaxp9arUZ7wRDmFHUDg9L6oQXxn3NN8jPnMyq5k8jMVnTvb8nYwweevzdcNcNruUCKpSE9jd12ibmmsv0FZefvHqAzwyDSJ3nuhLN4xnx2dODiUCUeWY4Qnl13nMiqK1j9DKlSvxxhtvYMmSJYjFYmn/ffbZZ/jv//5v5OXlYejQoTj33HNxySWX4N5770393ut7Qg+Su7ejaflSsMMHkdy0PvW5X58YXvz6fTjth/PcT3QvndfHxO/+vJ3PQX7FHMT6DkB+xRzPMhnHdjDbK/nR2cfAXDZjayG5ZWOqrHZltybqdGo/t/a169dG22T3O0lbeYliyKBx6cNoefM1NC1bbHsdz/gK4j9plbfovGKXiDSoj5Lb71WOGZ7EjzLmHW0SMUatiekMWYTCof6heazm4hEsPnOy1JwZQX/rdK+m1atc7ykj/4dxXd38CqVWJpHcJXa/kSVfnVeX1na3tr9b2b2S4jnlCvKSh4p+bVi8wm4HQ0Y1117gmXtKl37CWw4vC1UQK5iKPEMiv5c570QNKUIukCKkDpHJ1xg0ifkVwkkPeZLS8cI7eGUMcrc6q3wJqkziJ6oERv2ys+KnXT2VpOMLAKtyVTe/on178toLlcvBXK8oXlC8CwxrWVWXR0Y5gm73yd7212Vs6VIOA+2dpYnOidcBlGYMc6zXYaF2z7CGJQfJGcTrZCjbodFaFpn5V8xOjg0P382VxE9lBJXIdV7Idl7nbVeeU+Kt97PWObXlWH24fUtOs0NEZWKWUd7U6a7XhhGgIBrp54aXE7HXffw6jjvdV5eoQ+2cq6PWxHSGLELBcdL8RVcEdk6qfp7ttgILczWsYrtPtPyizqE8DpR+yu33Oi+iMr8HsRyZt9/COKdOBlGu7lW0sZ/6qN5KsuK33n7mXZ0sN6ogRcgFUoTckWlC9kLWfeyi0wzCHPQqJ3C7LQZRpZCnzLpPklH5L6nw2eLZNoqKKP09dOmDPDIQkZNqHzFZPk6dBdoaI3wj04Tshaz7HPvzH8AOHcCxP/+hgxlep7OtrPBsARjlb3j47g7tYtdWomUQyc2jQ06lsHMHiTzX8dw401lQ5mcnd2wBq6rkLkOYWMuskuTu7WhcthgxAPmz52qzxcIzluyuceoHXn0uaL39HtfTWSFFiPANzyCRNVHJuk/M8jcqROsj8jJ28/kwfybq6yNSZl18EWSg4mXg6OdlOgsqb+r0r5VOU5I+P6hUTK1lVknzyhVo3byh/f+LSrTpWzxjw268OfUDc59T0XayfJyCosOCCSBFiAhA1KsxP4Mo99Kr0PrFHmSPOkvI0TdqRF7Gdu2i4iRrN7xWv8Zzw5Z/UIdyWTi1p5vVzaxkiNTD7lBXmYRpNcgrn4W2RByxkJ4ngmgmfMBZdtYgBtnj06tPh6Wg6LJgIkWIkIrMAeR1L55B1OH8oOOr12Ovr9J2q8EOlUqniheZXXnN7QUgkgnQq880r3kJTcuXIr9ijlLrhlN78rZz07LFSG7eAJaIo/DRZa7X2kVPyiTMBVHO8NHo6VHfqBDZbmpLxMEScQDtUbNuVtkotqfCUlB02XojRYiQiswBFOSwVKd7yNpq0BlRZTSsF1kUYdqiZ081LV8KVrkfTcuXIm/qdN+KveoVNQMAxtD66e7UqehOuKVi6CyoljfP/UW2m4yDT43tPbe5LgrLu18FRde5x5OovbV1hqLGxFGV7E+H8mQKYUTYZQqisrDW2a8seTMCB0lOGZ85mdVMGe6Ykb0roTq6Sfb9g6au8HuN3/LxkqlRZjHGWNBjgjotiUQCxcXFqK2tRVFRUdTFIUJEdGWji9OfaFncrq29YQpY5X7E+g5A8QtrVRZZOk4ngYfVrm6/M3w+cidfgbZEHK2bNyB77IUomD1XuGwNP/g3sOrDyDl3gucWWWdGxvgTSbYa9ng395keDhYUnmvcMNfJsFCJ3kuneVAErQ9dJQiVyDzQUKdDQ40toOaVKzwPNXQrt9fhq144yTeMAxdTYeeb1qcdnCnaTn4P9HX7XV751wdYmqMYzWXjkVHO8NHIOmU4EIsFPvQ20xHp80649Q2jPYF2haNp2WKl493a/uY+4wTPNW6Y6+/3XrzjRbdDV8lHiOiyuB1V0ZaII2fMeNeJwLz60cXpz0BGnpC8qdOFHYbtVpXWMoThiMkblWVXbtUrWbNfRP7suWguKungN8UrowKb32cCUR2N4YaIz2H2mPGBlA4v0gILjvcHmekt7LD6kqn03dElWixF1HtzOkM+Qp0D0WM+ePe5dd4Pj8o3yiwTWcerhIEuh3n6udbP9VHD00/MhO0jE+UzrM/pjPOMbv2VFCEXSBHKLOwGV8qpVOAE+rDPxJKFyhetnzKELZ8g7RZGWXkdqGXeW7c+aiD6oveSndu5bLrKgBedFTydlTQRyEeI6DTY7fG75VBx2qfm3ef26z+ian9cxP+F51q7cnqV3SyTsP2meJ9nd51dW7rVVaQNjWtzxk1w3E4JKisnnw6dfNfMmOUd1P/FyDad3LzBtp46ycDP2Pc7z4jgJCOv8gb1S9IF8hEilBKm74Vbnhq756vap/aKMFH1XBE/JdEcTIafAkvEkdyyEQBSxwU4tW/YflO8z+O9zq2dRNrQfK1TBE5Q3yUnnw5z3ixdM6mLHE9hh1e2aZ3894KOfVXzqZOMVJ15pl10WdQmKZ2hrbHgBDGdqj5hWZXJ2VrnKE5tl/EMc04dow6J+RVp95VpGo9yC0N0u0zWNqTXfeofmsdqLh4ROFdQZ9nCMJOJW15Bt2VlnmDvt7wyfqdbfySLEKGUIKuxoKsnt9+rXJFY62w9nTuMbKpuEXG89T725z+AHTqAY3/+AwpmzwXQ0bImc7WtOpLEre52z3ZrJ5E2dLqW5wywvPJZ7SfPHz7YnhfJp1x0sorIwtpm2lkZbMgZPjplXYXZQrz2j0ju2IIeC5dyZwn3QsZ48jtX8ZwK0JaIo+3Al6i/ZzbyZ8+NtM3IR4hQRtCJKej+s5dfgSq/Aeuevvl07rDIGTcBsV59U8qXgUi9Y5a/bYl4+xlXJn8Bmf4Lqv0N3Oqu6tleuaqs/mvW63OGj0aPhUuRO2VaoLLJ9jPRIQ+Mtc108gWyYpaXtZx55bMQ690vpey6/VakHaP03/F6tnHMSOvH2xx9u8KELEIZRCaseMwEXZEEtZy4ruiPW2myBg5W7jsRxWrcrHyZcwGJ1Nuc48ZwSAWQOh9JNqLtLToeosgh5DYG7PzXjOvbEnFkHZe9jn4YOuSBscpFN6uXU04tu3JmnTwUsZOHui7aADFZy7A8++1DPM/28u0KE1KEMggdJh+Af3DInJhkT+rWU+itLx6Z6HRoorXeABwTtqWVW4NJy8npnLftnNqBd1z56YNuY8Aoj/nkceM6logHHusq54swFxLcZYroAM/k7u1oXLYYMSBti8dJ+bGWs3nlCrRu2YjcyVc4ZiI3Tqv3OmBXNkr70PDR6KnJsTCkCEmgtbUVLS0typ/DrrsFbT2KwC6fjqamJuXPc+LoH1ch+dGHaO6xCt0Hndrh+9zcXGRnZ0udmGQOSHPm6NxLr8KxP/8BbZ/uRmv8iJT7G8+I0nrHE0VknMHFI1uRSUtV3a3llKU0yIgic4JnDFijylL+LqaM0U4yjSpqz06hFpV9FGNEVUZrO2upm/JjxqudcoaPRgxAcvMGNAGhnimnm5VNFaQIBYAxhoMHDyIej4f0xFzg8hnt/7t3b0jP7Ai75Bqw8Zch1r0HYg7lKCkpQb9+/RCLxWy/l7Wt4efeTcsWo3XzBuSMvRB5U6cjuWk9WuNHbHMN+X1G1NY7p/KZJ+TUlpnkEGtRSw0vHZzQTRaVIMdM8Crsfl4KPP3cbsVvZzWwc6h162cqLSR2CrUoUYwRr2f6tfrZWUt55e/mTG+UxThLLswz5aJezIUJKUIBMJSgPn36oHv37o4v/UyDNTeirTaOrOISxPIKxH7LGI4ePYpDhw4BAPr37297negkKDKpe93bOqnY+WoEfUbUKyke+Zonuh73P5E6vdrtNzzwWmpEJ1qnPhDWloif5/Ba27KKStodaB38r5yix6LqZ7YKtSDWsofx4vWSl1+rn4otnsbjC7a2RDySM+WCKKpGW5oVZZ2VKVKEfNLa2ppSgsrKyqTfnzUdRVv1EWSVliGW3136/d1orT4M1tiAWE4OsotPEP59QUG78nTo0CH06dMH2dnZHa7hncBl+2UAHQ+q9POC4zFn+w1blwGPfJ22moJOtryWGt7VeSZMpk7tyytTL6XAiB4zPjOIyi/GIEi/trV6KbYQeckrLMWSR27mqE2vcquYX4LIwmjL5I4tvrdOwyTGGAvT2pZRJBIJFBcXo7a2FkVFRWnfNTU1Ye/evRg8eHDqxS+T1v1fgtXVItazGNkDBkq/vxsylLDGxkZ89tlnGDJkCPLz832XxbBS5E6+wjErr84mXKNsRkZmt3qEjajcZCsmXs832j7Wqy9YVaVWsrPi1E/99s1M6fc85eRFh/qEhez2td4vSlmancdzL71K+0UMQBahwKjaDssqLUPb8b9hE8vvjuwBwaxQsuQiatlwioCKCqNs2WPGp/Jq6DLhi1oTmpYtRnLzBiQ/eBestrr9HorSGwBy/FDCwqmf+k3658eipxq7ssu0oERt3fKLCqs1ICYP6/2i9FE0R8HlTZ3ue+s0TEgR0hQZyogfotySs4M3H4XxN+gE4DapBZ3wjN/I8sWRBW+9DNNxrN8A5Jx9nnLFRIYfih0i7SjrrC/RF5Rov+chqAIumn27M+OUI0hGNKGfdtIpp1LU/pF+IEWISKOt+ghYXS3agNAUsaATtDXfDeB/EJodFK0OkLImvLAnCq/Qa+tBqk6Yfat0sLb57Tci7Sg7KahT28t4+VnvZd3CDFqXTHzBqcIrQaId5jY27mHX3jKsOSIKqmwLdSYqx6QIEWlEsSUn04wbdBBaj5UwI9uZOCyc5Gu3bWeHNbrML7ItMX77jUg7yn7527U9z5ljIjg5qgati8x+K/PlG8VWs9XSyyOXtC18gCvjeBjImH912e73TbRnvuqN2+nzjY2NbOfOnayxsTGCkgWjqamJfe9732OlpaWsuLiYzZ49m9XV1bF7772XXXLJJanrqqqqWJ8+fdjrr7/OGGuv891338369+/PCgoK2JgxY1hdXZ3tM0TkI3rCscpTp3U70dpPeay/cbqH172N7+vmV0g5KVrkxGmea3Vqq5Zd21hifgWrm18hXB7rCfNB62X8vmn1Ki3kY1cfmaeP63SSuVvbmb/jbeMw+riMZ+jUBn4gRciFzqoI3X777WzGjBns4MGDrKqqik2bNo3deuutrLGxkY0YMYKtWLGCMcbYLbfcwm655ZbU7yoqKtiUKVPYnj17WF1dHduwYYPjM7zkE2TweQ06nV6QQfEzwcialIz7JOZXBJanqKIgow3D7Af1D81jNVOGs5opw4XlZS1npr9UrNjVR2bbhLkw8nqW7LbLlL6Q6XMuKUIudEZFKJFIsPz8fHbkyJHUZ3/7299YYWFh6v/79OnDnn/+eda/f39WXV3NGGOspqaG5ebmsl27dnE9x0s+QQZ42JMR73NVIMMiFOaznVD9MrTSsmsbi8+czGouHhHKS8Ss6AW1oKmSS1QvK51ekqJlsfbbsBdhooqYzGd1JUgRcqEzKkLvvfceQ3sAUIf/GhoaGGOM3XXXXQwAW7VqVdrvunfvzv0cPxYhkYHIa4KWSaaszszIkmnQMthZg/zIk7eM1u0mv+X2elbQfuzner/36uz9lwdRGYSpiDg904zKNgwyZjJdicqKyDWJsGCcQJ3cvV3pcxhj6NatG9ra2sDaFeHUf927t0eJ7dmzBz169MAXX3yR9juZOZNyho9uP2DS5FhnnKfUsGCOpxwMB7/mlSu47g0El3Fe+SxXp+KocKuXWU5e9XeTaaCyLZiD1vf/hlhRSYesy6Ly5C1jXvks5E6ZlnYulyg8z7K7xuh/ALj6m/UeQfqpW5l17b9uyO6TojKwziVOc4tMvNowe8z41Ll0Mskrn4VY736pY1xEUDF3hAlFjWlCWAmwTj31VLS1teGDDz7AmDFjOnz/3HPPYffu3Xjrrbdw6aWX4qqrrsIpp5yCoUOHoqmpCZ988gm+8Y1vKClbXrn9eUpmzKHBxm94CXrgoq5RM271EsmxZL7Wq3y85W9euQLs8EHbA21VHG0S5N5+npVX3vHAVAPrQanGZ1aZyUyG51bmTAxrDiNqTzesdbaONa9z6fzOLU7HuPDcO+NTK0RpjtKdMLfGwjQtzp49m40ZM4Zt3bqVNTY2sl27drFXXnmFHTp0iPXu3ZutW7eOMcbYgw8+yCZPnsza2toYY4zNnDmTTZ06lX3xxResvr6evf3226y5udn2GX7lo9L/x++9VbSNTBO3rAgU8/eJ+RUpx18/5dctckklbv0mPnMyq5kynMVnTub2Hcr0bYauSlhb8lH5SKq+d5SQIuRCZ/QRYqw9fP7//J//w/r378+6devGBg0axB5//HE2c+ZMduutt6aua25uZqNGjWI///nPGWOM1dXVsdtuu42VlZWxgoICNm7cOHb06FHbZ9jJR/dIIKd7qxj8fuuh0mfBXM+644pQnUUR4lVwOuuEaYeXv5qhDNVce4FQeD05xoZPELnoEqShcp7trP2GFCEXOqsiFAZ28oni5SjDqVqnwS8axSKCuZ5OTsA1117AaiYPY7V3lHNbl2SiU1vw4jeCzWhbGekLnO7d2RXVoFFiIveW1Te9xmEYdJX+YUA+Ql2YsM8Vi2If2c3fQua5T2FhlaHKQy/N/284PaO6CgDADu5Hy+4dHa5zupcsojxMkherHwWP74UdxrUsEfess6hfSMb7dHAi2l9E5GK9t6w+b9y3LRFH2xd7pGUcF6Gr9A8DUoS6MGGfKxaFQmEM5JxxE9Dw8N3KTs42UJ1qvoOy4kOmfspoOD2jtBdyThmB3EuvCvVE+CBO8mGTdpTCcSd1u+NJeJ3zk7u3p85443kmT3/QSblXidcYt1Na/Z747nVv0TKzRNwx0EA1XaV/GJAi1IUJ81yxqM6iMQa03YnvKgZ7Jlgs/JTRerYS8PWJ8GG0rbnMQc47U4VZBryRetbvkru3o3HZYsQA5M+emxayLfsk+q6Cl+yCjFdV97ZTgHOGj3YdZxl/1lfEkCLUhYnldw/thPmoFQSvF0XzmpfQtHwp8ivmpF7wKp6jCpFwd7eQbyfcJv0w2laVXO3k5tdiZlbUUnJwSUlgFzbfunlD+/87hEY74XSYa6a9HMMus8rxKuuQWyOvFEvEkdyysf07n9v8ssjEvuUGJVQkQiHqZG7mRGh2Ceuali8Fq9yPpuVLhe9tvl8YCdfs8EpoZv2+7Ys9SL7/NykJ0MxtqyoxqCq52snNT3I4p/5tLnfjssVoefM1NC5bnPYd0J54MWfcBGSPvRA5Yy9MyyGjIrmiroRdZpXj1WvO4cWQCQMc59Cg86to+TKxb7lBFiEiFFTvOZtXKIB94joDu9VTfsWclEVIlCisXV7WBSvW7Rqz7wHP6s7tGnPb2m1B6oyd3Pys5L36d3L3drTu3gEwBlZ1KM1fzdx/ej66LO13qpIr6opdmTuD9UFWOzrVP+j8qtKpPBMgRYjIGJwmRCOiyYiuAMCdQTn12dTpvrfEoo6GMzvkck2UlonVTXkxZO5mljeTaROk3QtERQZxlogDiTgAgNXWpEcbjZuA5I4tKUdw82/bEnHkjBnvS56Z6PBqV2anl3QmKUhBxkUY7ShaPrcyibSLLm1IW2NEqKgw9VstHF5mYtnmcLv7qT47zlxHnvPE3Lbv3OTlZpa3e1ZUW4NRY5aF+f/N8ss+dwJyzp2A/NvvTpNlctN6sKpKJDetT7tn88oVaN2yscMZbU7P1Q2/ZbP+zql/ZtL2DO+4iKo9ZY5bkXbRpQ3JIkSEigpTv53pWPYKSnTlonq7zMnC4/Rct/K4re7czPJROmgaz496JWmQZqHD1xZJJ/mZrY9u/drNqd1qCdXN+uO3f9jl5zGsnjBHLWaY9ZEHu0hCnfo5DyLtoksbkiJEhIoKEzGPf0bQyUTnPXQnpUhGeXiVpDBwUjaM8kX50nDyNeLZ1nDr18YBm43HPzOH1rsdaKsDfvuH3e/sxl9niZQzYxdJ2LLudbQe+BLsyOHAUa0ycZK1yFaeLtu3McYYi7oQupJIJFBcXIza2loUFRWlfdfU1IS9e/diyJAhyM/Pj6iE6pk8eTKuv/56fO973xP6nU7yMXxgcidf4TsHjY4TrDnJoJHcUJeyORHEf8DLIiSjnUVR3S/SfLSOh9bnXnwlemhsLVBRLt57RtEHRHDzc3T7PPnBu2DVhxHrOwDFL6yNougd0F3WIpBFqAsyffp03HTTTbj22mujLkoomFdZohORgS4rFzPGajG5YwtYVSUA/bZHrDSvXIGWtX9EcscW9Fi41PWlZrdF4nQECBDcQsX7sjUnPgTA5UTuF3MumUa0W4SM+unYJwE1W6a8ddVlq8WpLxmyaUvEkWVKlugkM6Pe5jxnYZbX7fogjvy6Qc7SXQjWdBSt+7/Equf/v4xWgkQdCs2OgG4O1+bPVTgtyr6n4USaXzFHWY4mFWWO9e4Hdvigp4Okk5OsU5mCOnzyOm4aiQ+TmzeknMiNI1xUObnmDB+Nno8uQ+Gjy7Sy/tjhFaygEl2c9Z36kiGbGJD2vfG5Uz/KmzodxS+sDbQt5jaWRZ2WeRz5MwlShLoQxtli5553PlasWIF169Zh4sSJWLlyJUaOHInCwkJMnDgRu3fvTvtdbW0tysvL0bNnT/Tu3Rv33XdfRDVox27Q8r6wrZO08buccRPSPlcRzSD7nsaknzd1uufk71eh8VNmt2flDG8/gDR3yjTPF6X1pWbct2nZYiWRJrwv8LzyWanEhwWz5yKvfBaali9Fy9o/OpYpiELp57dRRpPJVkZk1iUsuTj1JUM2+bPnpn1v5ALz6kdBcBvLosprzrgJQPEJaDuwj0uWOkc3ArQ11qUwzhZDztfNvnnzZjz//PNYs2YNevbsidtuuw3/9m//hjfffBOs6SjYsWYsXboEy5f/Bs8++yzeffdd/NM//ROmTJmCqVOnRlIPXmdKO6wm9sZli9G6eQPaEvG0ZHYqTOxRmu2tJnlevyI/ZfZqCz9bOuYIqexzLlBiceAtl2GdSSvXoQOI9envWKYg20V+fhtFkk9VyMwjFJZcvPqS3feNyxaDVe5HrLR34L5tJxu3sSw6JpOb1gM1R9Bac6TdT9Hjt7r3R1KEuhCps8ViXxsCGxsb8dOf/hQDBw4EAMydOxeXX345gHYLEpJJXH3ZZbjyyisBAJMmTcLEiRPxwQcf2CpCrOlou+WpR6G0clsHtd2g9atkxCx/DVT4X4Tp0+GUeZol4r78ilo//4T7paNC4TNHSBWYDiSNmlS5+vRP83myOnYHSozokHDRDV18ZWTgVBc/L1c/sgyLGADEYsg+ZTgApGUfN+BV/nij7PxipHYw+6x5XW/+qxukCGUIhoKRVVqGWL68g1K7d++OQYMGpf5dVFSEuro6AMdPpc/JwYgzzkj7TVFRERobG2GHsf3WlkxKKyPPhOc0yL0iq/Jnz02d8BwVKqJsnByNk7vbT7Q2y8NaBuP3eeVf5yUSUZyc8r4EwSkfjwpE2sOpXNZQ/9YtG9t9QHyU3ZxwUZfQ6TBxGtt+Xq46y9I8F/nJB2ZGVDaic1DO8NEomD2XewtPV8d+g06vCDU3N2POnDn4f//v/4ExhhtuuAGLFy9Gbm5u1EVLY/OBo1iyqQp3jeuFsf07KjopBQOQemJ8QUGB43ex/O6IdctDbm4uWvd/yaWEGdtvWT0KgYaDrtfyEmQ14fUi12GAqjAbO8nMXF/zi8C8ddb2xZ5Ukr6UD4NFcTJjN4nKrlOY7SRSdpGXtFXptFPORbc0ZNRBNn4Uez+/8dMndLZMyMwHJiIb8/auEc0JeCcs1X27S4ROrwjdd999+Pjjj7F161ZkZWXhpptuwv3334//+q//irpoaSzZVIUXd8YBAM9efXKH71MKRmlZuAUDwI42cCthxvZbrKlJ2vODvAR5XuRRo2Jy5pWZ+aUMtG+dmZP0OSlOZuxCglW+cFTnz5FddmtbuCnnsl4uOvijAfr5NOmw8OHBb/JYL5wWLezwQSAvPy2a06s9nPqYrvmt3OjUilBbWxuefvpp/OlPf8KJJ54IAHjiiSdw0UUX4ZFHHkF2dnbEJfyau8b1SvtrJeXfEwGx7j0Q61kcuhImY0BZX+RG9IJOgzTKydn8Akol6TPlN+HB6n9k3EtVnVS/NGW0h1sZDXllDRyMY6+vSvNXCRIIYCbKrMt+lLAoFDfdXthhlMeuL7ktFt3aw2mcpG0Ll3sfCK0DnVoR+uSTT9DQ0ICxY8emPjvjjDPQ0tKCnTt3YvTo9IZpbm5Gc3Nz6t+JRCK0so7t393WEqQDsdxuyB4wMPTnqnjhdSZzrhm/k6j1BeRHCbAm/XM6G0sWOm9vGPBE6NTfMxvs0AG0/PkPKWubzEAAK9a+r+rFa64D7zPCWAxYy6LbXBBG+9j1JSerb1ArvJuvk250akXoyJEjKCwsRLdu3VKfxWIxlJaWorKysoMitGjRIixcuDDsYobO5s2bU/9fVVWV9t3pp58O86kr69at6/D7F198UVnZzHS2EHaV+J1wZL6AcoZ/fTZWc1GJsokvE7Y3eMrILH+D3IsHa98P4yWl04vQWhbd5oIw2ieMscPj66QbnVoRisWsQdHtMMaQk9Ox6vfddx/mzZuX+ncikUiFlRPhk+kh7GGiy6SuSzkygYKQIxatfT+MttKpP8iwfqokivZRjW4ydqJTH7r66aefYtiwYWhsbExZhdra2tCjRw9s2bIFI0eOdP09HbrqH5IPQRAEkQl06iM2hg4ditLSUrz//vupz7Zu3QoAGDJkSFTFIgiCIAhCEzq1IhSLxXDHHXfg3nvvxVdffYWDBw9i/vz5uOmmm8hKQRAEQRBE5/YRAoAHHngA8XgcZ555Jo4dO4ZrrrkGTz75ZNTFIgiCIAhCAzq1j1BQyEfIPyQfgiAIIhPo1FtjYUB6pD0kF4IgCCITIEXIJ8ZZZUePHo24JHpiyEW3M90IgiAIwkyn9xFSRXZ2NkpKSnDo0CEA7ae4O+Ut6kowxnD06FEcOnQIJSUlWh1jQhAEQRBWSBEKQL9+/QAgpQwRX1NSUpKSD0EQBEHoCilCAYjFYujfvz/69OmDlpaWqIujDbm5uWQJIgiCIDICUoQkkJ2dTS9+giAIgshAyFmaIAiCIIguCylCBEEQBEF0WUgRIgiCIAiiy0I+Qi4YSQETiUTEJSEIgiAIQpSePXt6prYhRciFuro6AMDAgQMjLglBEARBEKLYHZFlhc4ac6GtrQ379+/n0ihFSSQSGDhwIL788kvPRiL8Q3IOB5JzOJCcw4NkHQ6q5UwWoYBkZWXhpJNOUvqMoqIiGmQhQHIOB5JzOJCcw4NkHQ5RypmcpQmCIAiC6LKQIkQQBEEQRJeFFKGIyMvLw4IFC5CXlxd1UTo1JOdwIDmHA8k5PEjW4aCDnMlZmiAIgiCILgtZhAiCIAiC6LKQIkQQBEEQRJeFFCGCIAiCILospAgRBEEQBNFlIUUoZJqbm3H77bejV69eKCsrw5133omWlpaoi5WRJBIJXHfddRg8eHDa514ypjYQ48UXX8QFF1yAwsJC9O3bF3fffTeSySQAoLq6GjNmzEBxcTH69++PhQsXpv3W63uinba2Njz99NM488wzkZ+fj379+mHWrFmIx+MASM6qeOyxxxCLxbBjxw4AJGfZPPzww4jFYmn//eQnPwGg1zxNilDI3Hffffj444+xdetW7NixA7t378b9998fdbEyjo8++gjnnXcecnNzO3znJWNqA35qa2vxq1/9CgsWLEBVVRXefPNN/OEPf8Bjjz0GAPjOd74Dxhj27NmDt99+G6tWrcL//b//N/V7r++JdmpqarBz504sX74c8Xgc7777Lj7//HPcc889AEjOKli/fj3eeOMNdO/ePfUZyVkuBw4cwKOPPgrGWOq///iP/wCg2TzNiNBobW1lPXv2ZBs2bEh99uGHH7KePXuyZDIZYckyj5/97Gfs1VdfZWvXrmWDBg1Kfe4lY2qD4CxatIhdfvnlrLKykmVlZbF9+/alvnv55ZfZyJEjGWPM83vCnaVLl7LJkyeTnBVQWVnJRo0axfbu3ct69OjBtm/fTnJWwPTp09kLL7zQ4XPd5mlShEJk9+7dLCsrizU3N6c+a2trY/n5+Wzbtm0RlixzsSpCXjKmNgjO3Xffzf71X/+VrV69mp144olp3x04cIDFYjFWW1vr+T1hT21tLVu7di0bPnw4e+WVV0jOkmltbWWXXXYZe+WVVxhjLKUIkZzlc9FFF7FevXqxbt26sdLSUlZRUcGqq6u1m6dpayxEjhw5gsLCQnTr1i31WSwWQ2lpKSorKyMsWefBS8bUBsGorKzEM888g9tvvx1HjhxBWVlZ2vdlZWVgjOHQoUOe3xMdGTx4MIqLi3HFFVfgO9/5Dr75zW+SnCWzcOFCnHnmmfjnf/7ntM9JzvL53e9+hy1btqC2thbr1q3Dxx9/jJtvvlm7eZoUoRCJxWK2nzPGkJOTE3JpOideMqY28E99fT2uvvpqfP/738d5551nK0t2PFG9k6zN3xMd+eyzz1IvjVdffRV33HEHyVkib7zxBtauXYtFixZ1+I7kLJ/+/ftj4MCByM/Px+jRo/HUU0/htddeQ1tbm+31Uc3T1Hoh0rt3b9TX1+PYsWMpTbetrQ01NTXo27dvxKXrHHjJuFu3btQGPmhsbMQ111yD888/H/fddx+AdlkfOXIk7bqqqioAQN++fT2/J+wpKirCeeedh8WLF+PCCy/E9ddfT3KWxKJFi7B582b06tUr9VlDQwMuuOACnHjiiairq0u7nuQsl1NPPRWMMfTr10+reZosQiEydOhQlJaW4v333099tnXrVgDAkCFDoipWp8JLxtQG4jQ2NuLqq6/GiBEj8NOf/jT1+TnnnIPKykrs378/9dm7776LQYMGoaCgwPN7wp2GhgbEYjGMGTOG5CyJ5557Djt37sSHH36Y+g9oTxHx9ttvk5wV8/HHH6NHjx4YMGCAXvO0dK8jwpUf/vCH7KKLLmL79u1jBw4cYJdccgm79dZboy5WxmJ1lmbMW8bUBvwcPXqUXXbZZeyuu+6y/f7mm29m119/PauqqmKffvopGz16NPvxj3/M/T3RzoYNG9jzzz/PvvrqK9bY2Mi2bNnCzj33XHbbbbcxxkjOKgHAtm/fzhgjOcukrq6OLViwgO3evZs1NTWxDz/8kJ1zzjnsnnvuYYzpNU+TIhQyLS0tbM6cOaysrIz17NmT3XTTTayuri7qYmUsdoqQl4ypDfj5n//5HwbA9r+9e/eyuro69q1vfYsVFRWx0tJSNnfu3LTwVq/viXY+/PBDdskll7ATTjiB5ebmssGDB7P/+I//YI2NjYwxbzmSnP1jVoRIzvJoampiN9xwA+vXrx/r1q0bGzp0KHvkkUdS8tJpno4xdtzbiyAIgiAIootBPkIEQRAEQXRZSBEiCIIgCKLLQooQQRAEQRBdFlKECIIgCILospAiRBAEQRBEl4UUIYIgCIIguiykCBEEQRAE0WUhRYggCIIgiC4LKUIEQRAEQXRZSBEiCEILfvWrX+HnP/952mfTp0/HqlWrQitDQ0MDhg0bhnfeeUf6fU899VS89957Uu9LEERwSBEiCEIL1q5d2+Gzl156Cddee21oZXjyySdxzjnn4Pzzz5d63x49euCBBx7AnDlzpN6XIIjgkCJEEETkzJw5E7/73e/w7//+74jFYvjud78LABg7dixWrFgBAFi3bh0uuugirFixAieffDJ69OiBG2+8EZWVlbjxxhtRWFiIAQMG4L//+7/T7v3Xv/4V55xzDgoKCjB69Gi8/vrrjuV46qmnUs8GgJycHLz99ts4++yzUVBQgPHjx+PTTz/Fgw8+iL59++KEE07A7Nmz0draCgBIJpOYM2cO+vXrhx49euDss8/G6tWrAQAzZszAtm3bsG3bNpmiIwgiIKQIEQQROb/73e8wadIk/OxnPwNjDL/85S9tr9u8eTM2bNiAbdu24d1338XatWtx9tlnY+rUqTh48CB+9rOfYe7cufjyyy8BAHv37kV5eTkeeeQRVFdXY9GiRbjhhhuwZ8+eDvd+//33UV9fj4kTJ6Y+a21txX/+539i1apV+Pzzz9G9e3dMmDABlZWV2LlzJ9avX49XX30Vv//97wEAzz77LP70pz9h06ZNOHToEJYsWYLhw4cDAPLz83HJJZfg1VdflS0+giACQIoQQRAZQ1NTExYtWoSSkhKcfvrpmDZtGgYNGoRZs2ahsLAQ1113HU488UR89NFHAIBf//rXuPHGG/FP//RPKCgowFVXXYXzzz8fL730Uod7r1+/Hueeey5isVja53fddReGDBmCPn36YNasWaiqqsJjjz2GsrIyjBo1CldeeSW2bt0KADh69CgAoLi4GD169MDEiRMxePDg1L0uuugibNiwQZF0CILwAylCBEFkDMXFxejVq1fq3yeccAJOOeWUtGsKCwtRX18PANi2bRuWLFmCWCyW+m/NmjWorKzscO8DBw7gpJNO6vC5+f4nnHAC+vbti8LCQtvn/eu//ivOOeccDBs2DA888AAOHTqUdq8BAwZg//79PmpOEIQqSBEiCCJjyMnJ4frMgDGGhx9+GIyxtP8effTRDtdWV1ejqKjI8/5uz+vevTuef/55vPnmm/jqq68wbNgw/PWvf01937t3b1RVVTn+niCI8HEe0QRBECGSlZWVcjqWxWmnnYZ3332X69qSkhIcOHBAynNHjRqF5cuXo6ysDI899hgmTZoEoF3ZKi0tlfIMgiDkQBYhgiC04KSTTsIbb7yBo0ePora2Vso9b7vtNvzlL3/BkiVLEI/HUV1djddeey3lTG2mf//+gRWhtWvXYsOGDaivr0dlZSW2b9+ett128OBB9O/fP9AzCIKQCylCBEFowQ9+8AMcPHgQZWVl+NGPfiTlnqeeeirWrFmDlStXYsCAARgyZAgef/xxMMY6XHv++efjvffeQ0tLi+/nNTY24jvf+Q569+6N4cOHo2fPnnj44YdT369fvx7jx4/3fX+CIOQTY3YzAkEQRBeDMYYTTzwRzz77LC655BLp9z927Bh69eqFdevWYcyYMdLvTxCEP8giRBAEASAWi+E73/lOh4SMsnjmmWcwbNgwUoIIQjPIIkQQBHGc+vp6nHXWWXjmmWdwwQUXSLtvQ0MDTjvtNPz+97/HeeedJ+2+BEEEhxQhgiAIgiC6LLQ1RhAEQRBEl4UUIYIgCIIguiykCBEEQRAE0WUhRYggCIIgiC4LKUIEQRAEQXRZSBEiCIIgCKLLQooQQRAEQRBdFlKECIIgCILospAiRBAEQRBEl4UUIYIgCIIguiz/P6aA+p9LL/pTAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax1 = plt.subplots()\n", + "c_exc = \"xkcd:tomato\"\n", + "c_inh = \"xkcd:cerulean\"\n", + "t_spk_exc = spike_monitor.t[spike_monitor.i < N_excit] / b2.ms\n", + "i_spk_exc = spike_monitor.i[spike_monitor.i < N_excit]\n", + "t_spk_inh = spike_monitor.t[spike_monitor.i >= N_excit] / b2.ms\n", + "i_spk_inh = spike_monitor.i[spike_monitor.i >= N_excit]\n", + "ax1.scatter(t_spk_exc, i_spk_exc, s=0.5, c=c_exc, label=\"exc\")\n", + "ax1.scatter(t_spk_inh, i_spk_inh, s=0.5, c=c_inh, label=\"inh\")\n", + "ax1.legend()\n", + "ax1.set(xlabel=\"time (ms)\", ylabel=\"neuron index\", title=\"spike raster\");" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [], + "source": [ + "exc_coords = rng.uniform(-250, 250, (N_excit, 3))\n", + "rec_radii = np.array([0, 250, 500])\n", + "elec_coords = np.meshgrid(rec_radii, [0], np.linspace(-400, 600, 10))\n", + "elec_coords = np.column_stack([a.flatten() for a in elec_coords])" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [], + "source": [ + "import wslfp\n", + "\n", + "lfp_calc = wslfp.from_xyz_coords(elec_coords, exc_coords, amp_func=wslfp.mazzoni15_nrn)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Either pass in the mean and standard deviation to standardize as you go, or, if you don't care about absolute scale (the exact microvolt range, for example), just don't normalize:" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [], + "source": [ + "t_ms = current_monitor.t / b2.ms\n", + "t_eval_ms = np.arange(500)\n", + "wsums = np.zeros((len(t_eval_ms), 30))\n", + "lfp_causal = np.zeros((len(t_eval_ms), 30))\n", + "lfp_unnorm = np.zeros((len(t_eval_ms), 30))\n", + "\n", + "wsum_mean = 0\n", + "wsum_std = 1\n", + "for i, t in enumerate(t_eval_ms):\n", + " i_I_ampa = np.where(t_ms == t - lfp_calc.tau_ampa_ms)\n", + " i_I_gaba = np.where(t_ms == t - lfp_calc.tau_gaba_ms)\n", + " lfp_causal[i], wsums[i] = lfp_calc.calculate(\n", + " [t],\n", + " t_ms[i_I_ampa],\n", + " current_monitor.I_ampa_.T[i_I_ampa],\n", + " t_ms[i_I_gaba],\n", + " current_monitor.I_gaba_.T[i_I_gaba],\n", + " wsum_mean_std_for_norm=(wsum_mean, wsum_std),\n", + " )\n", + " wsum_mean = np.mean(wsums[: i + 1], axis=0)\n", + " wsum_std = np.std(wsums[: i + 1], axis=0)\n", + " wsum_std[wsum_std == 0] = 1\n", + "\n", + " lfp_unnorm[i] = lfp_calc.calculate(\n", + " [t],\n", + " t_ms[i_I_ampa],\n", + " current_monitor.I_ampa.T[i_I_ampa],\n", + " t_ms[i_I_gaba],\n", + " current_monitor.I_gaba.T[i_I_gaba],\n", + " normalize=False,\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([ 3.13504120e-10, 5.70402656e-10, 8.75330715e-10, 7.73968346e-10,\n", + " 3.26955271e-10, -1.20556132e-10, -5.83611936e-10, -9.20051153e-10,\n", + " -7.15193919e-10, -4.15280938e-10, 2.62512962e-10, 4.15412877e-10,\n", + " 5.78956870e-10, 5.20734016e-10, 2.55372212e-10, -5.51081739e-11,\n", + " -3.95609702e-10, -6.26364849e-10, -5.16270621e-10, -3.34405016e-10,\n", + " 1.18582486e-10, 1.56739891e-10, 1.71890170e-10, 1.47882757e-10,\n", + " 8.01772630e-11, -2.12624259e-11, -1.14767039e-10, -1.68688661e-10,\n", + " -1.70785851e-10, -1.40634406e-10]),\n", + " array([2.41452790e-10, 4.39026413e-10, 6.73326064e-10, 5.95989127e-10,\n", + " 2.53592601e-10, 9.77612136e-11, 4.51972260e-10, 7.08541662e-10,\n", + " 5.49823799e-10, 3.18905323e-10, 2.02154897e-10, 3.20242696e-10,\n", + " 4.46750069e-10, 4.01947154e-10, 1.97214175e-10, 4.86796166e-11,\n", + " 3.06985191e-10, 4.83005595e-10, 3.97216412e-10, 2.56879807e-10,\n", + " 9.14661002e-11, 1.20876169e-10, 1.32590568e-10, 1.14051135e-10,\n", + " 6.16129302e-11, 1.73606500e-11, 8.88610245e-11, 1.30106169e-10,\n", + " 1.31580320e-10, 1.08252124e-10]))" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "wsum_mean, wsum_std" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def plot_lfp(lfp, title=None):\n", + " n_shanks = 3\n", + " n_contacts_per_shank = 10\n", + " fig, axs = plt.subplots(1, n_shanks, sharey=True, figsize=(12, 6))\n", + " for i, color, r_rec, ax in zip(\n", + " range(n_shanks), [\"xkcd:navy\", \"xkcd:cerulean\", \"xkcd:teal\"], rec_radii, axs\n", + " ):\n", + " lfp_for_shank = lfp[\n", + " :, i * n_contacts_per_shank : (i + 1) * n_contacts_per_shank\n", + " ]\n", + " ax.plot(\n", + " t_eval_ms,\n", + " lfp_for_shank + np.arange(n_contacts_per_shank) * 1.1 * np.abs(lfp.max()),\n", + " c=color,\n", + " )\n", + " ax.set(xlabel=\"time (ms)\", yticks=[], title=f\"recording radius = {r_rec} µm\")\n", + "\n", + " axs[0].set(ylabel=\"LFP per channel (sorted by depth)\")\n", + " if title:\n", + " fig.suptitle(title)\n", + "\n", + "\n", + "plot_lfp(lfp_causal, \"causally normalized\")\n", + "plot_lfp(lfp_unnorm, \"causal, unnormalized\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As we could have guessed, the causal normalization distorts the values at the beginning.\n", + "I recommend using unnormalized LFP in real time.\n", + "If we need a realistic, absolute scale, we can normalize post-hoc." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "wslfp", + "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": "3.12.1" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/poetry.lock b/poetry.lock index 2f031e3..e127e95 100644 --- a/poetry.lock +++ b/poetry.lock @@ -698,6 +698,20 @@ ipython = "*" [package.extras] dev = ["Pillow", "matplotlib"] +[[package]] +name = "execnet" +version = "2.0.2" +description = "execnet: rapid multi-Python deployment" +optional = false +python-versions = ">=3.7" +files = [ + {file = "execnet-2.0.2-py3-none-any.whl", hash = "sha256:88256416ae766bc9e8895c76a87928c0012183da3cc4fc18016e6f050e025f41"}, + {file = "execnet-2.0.2.tar.gz", hash = "sha256:cc59bc4423742fd71ad227122eb0dd44db51efb3dc4095b45ac9a08c770096af"}, +] + +[package.extras] +testing = ["hatch", "pre-commit", "pytest", "tox"] + [[package]] name = "executing" version = "2.0.1" @@ -2259,6 +2273,26 @@ tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""} [package.extras] testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"] +[[package]] +name = "pytest-xdist" +version = "3.5.0" +description = "pytest xdist plugin for distributed testing, most importantly across multiple CPUs" +optional = false +python-versions = ">=3.7" +files = [ + {file = "pytest-xdist-3.5.0.tar.gz", hash = "sha256:cbb36f3d67e0c478baa57fa4edc8843887e0f6cfc42d677530a36d7472b32d8a"}, + {file = "pytest_xdist-3.5.0-py3-none-any.whl", hash = "sha256:d075629c7e00b611df89f490a5063944bee7a4362a5ff11c7cc7824a03dfce24"}, +] + +[package.dependencies] +execnet = ">=1.1" +pytest = ">=6.2.0" + +[package.extras] +psutil = ["psutil (>=3.0)"] +setproctitle = ["setproctitle"] +testing = ["filelock"] + [[package]] name = "python-dateutil" version = "2.8.2" @@ -3137,4 +3171,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.9" -content-hash = "4f63fad6fe653230c5fea908aa7a961279308abadadd42e63811812c33ec410d" +content-hash = "5e52fc546f75d3177330beb346c1a89807c5f3ee613c36b3cc3cfa85d7324d48" diff --git a/pyproject.toml b/pyproject.toml index 0a14641..a8d1e5c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -37,6 +37,7 @@ nbdev = "^2.3.12" brian2 = "^2.5.4" nbmake = "^1.5.0" jupyter = "^1.0.0" +pytest-xdist = "^3.5.0" [build-system] requires = ["poetry-core"] @@ -44,4 +45,4 @@ build-backend = "poetry.core.masonry.api" [tool.pytest.ini_options] addopts = "-q --nbmake" -testpaths = ["tests", "README.ipynb"] \ No newline at end of file +testpaths = ["tests", "README.ipynb", "notebooks/real_time.ipynb"] \ No newline at end of file diff --git a/tests/test_wslfp.py b/tests/test_wslfp.py index a3ed05d..09a4639 100644 --- a/tests/test_wslfp.py +++ b/tests/test_wslfp.py @@ -26,6 +26,9 @@ ([1, 5, 9, 12, 17], [1, 3, 5, 9, 12], [], False), ([2, 4, 6, 23, 25], [7, 10, 15, 21, 25], [12, 20, 24], True), ([2, 3, 4, 5, 6], [50, 60, 70, 80, 90], [70, 100], False), + ([0], [6], [6], True), + ([6], [6], [6], False), + ([6], [0], [6], False), ], ) def test_calculate(t_ampa, t_gaba, t_eval, success, n_elec, seed): @@ -38,8 +41,6 @@ def test_calculate(t_ampa, t_gaba, t_eval, success, n_elec, seed): I_gaba = -np.arange(len(t_gaba)) - 2 I_gaba = I_gaba[:, np.newaxis] - np.arange(n_src) - # xs = ys = zs = np.array([1, 2, 3]) - # source_coords = np.column_stack((xs, ys, zs)) source_coords = rng.uniform(-10, 10, (n_src, 3)) elec_coords = rng.uniform(-500, 500, (n_elec, 3)) @@ -56,7 +57,7 @@ def test_calculate(t_ampa, t_gaba, t_eval, success, n_elec, seed): ) ), "LFP increasing order does not match expectation" else: - with pytest.raises(ValueError): + with pytest.raises(Exception): calc.calculate(t_eval, t_ampa, I_ampa, t_gaba, I_gaba) diff --git a/wslfp/__init__.py b/wslfp/__init__.py index 2ef4a7a..6b09d1e 100644 --- a/wslfp/__init__.py +++ b/wslfp/__init__.py @@ -80,6 +80,8 @@ def n_sources(self) -> int: def _interp_currents(self, t_ms, I, delay_ms, t_eval_ms): if not np.all(np.diff(t_ms) > 0): raise ValueError("t_ms must be monotonically increasing") + if len(t_ms) == 0: + return np.zeros((len(t_eval_ms), self.n_sources)) t_eval_delayed = np.subtract(t_eval_ms, delay_ms) t_needed = (np.min(t_eval_delayed), np.max(t_eval_delayed)) @@ -99,7 +101,12 @@ def _interp_currents(self, t_ms, I, delay_ms, t_eval_ms): f"Needed [{t_needed[0]}, {t_needed[1]}] ms, " f"provided [{t_provided[0]}, {t_provided[1]}] ms." ) - I_interp = PchipInterpolator(t_ms, I, extrapolate=False)(t_eval_delayed) + if len(t_ms) > 1: + interpolator = PchipInterpolator(t_ms, I, extrapolate=False) + elif len(t_ms) == 1: + interpolator = lambda t_eval: (t_eval == t_ms[0]) * I[0:1] + + I_interp = interpolator(t_eval_delayed) assert I_interp.shape == (len(t_eval_ms), self.n_sources) I_interp[np.isnan(I_interp)] = 0 return I_interp @@ -112,6 +119,7 @@ def calculate( t_gaba_ms: np.ndarray, I_gaba: np.ndarray, normalize: bool = True, + wsum_mean_std_for_norm: tuple[np.ndarray, np.ndarray] = None, ) -> np.ndarray: """Calculate WSLFP at requested times for initialized coordinates given currents @@ -124,8 +132,12 @@ def calculate( in milliseconds I_gaba (np.ndarray): GABAergic currents, shape (len(t_ampa_ms), n_sources) normalize (bool, optional): Whether to normalize to mean of 0 and variance of 1. - The main reason not to normalize is if you are computing one time step at a time. - Defaults to True. + The main reason not to normalize is if you are computing one time step at a time + (see `notebooks/stepwise.ipynb`). Defaults to True. + wsum_mean_std_for_norm (tuple[np.ndarray, np.ndarray], optional): If provided, + the mean and standard deviation of the weighted sum term are used to normalize + before a realistic amplitude is applied. (see `notebooks/stepwise.ipynb`). + Defaults to None. Returns: np.ndarray: (len(t_eval_ms), n_elec) array of WSLFP at requested times for @@ -153,18 +165,33 @@ def calculate( assert wsum.shape == (len(t_eval_ms), self.n_elec, self.n_sources) wsum = np.sum(wsum, axis=2) assert wsum.shape == (len(t_eval_ms), self.n_elec) - if normalize: - wsum = wsum - np.mean(wsum, axis=0) - if len(t_eval_ms) > 1: - wsum /= np.std(wsum, axis=0) - assert wsum.shape == (len(t_eval_ms), self.n_elec) - - assert np.allclose(wsum.mean(axis=0), 0) - if len(t_eval_ms) > 1: - assert np.allclose(wsum.std(axis=0), 1) - wsum *= np.abs(self.amp_uV.mean(axis=1)) - return wsum + if normalize: + if wsum_mean_std_for_norm: + wsum_mean, wsum_std = wsum_mean_std_for_norm + else: + wsum_mean = np.mean(wsum, axis=0) + if len(t_eval_ms) > 1: + wsum_std = np.std(wsum, axis=0) + else: + wsum_std = 1 + + lfp = (wsum - wsum_mean) / wsum_std + assert lfp.shape == (len(t_eval_ms), self.n_elec) + + if not wsum_mean_std_for_norm: + assert np.allclose(lfp.mean(axis=0), 0) + if len(t_eval_ms) > 1: + assert np.allclose(lfp.std(axis=0), 1) + + lfp *= np.abs(self.amp_uV.mean(axis=1)) + else: + lfp = wsum + + if normalize and wsum_mean_std_for_norm: + return lfp, wsum + else: + return lfp def from_rec_radius_depth(