{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Adaptive Beamforming by Deep Learning (ABLE)\n", "\n", "Delay-and-sum adds up the time-of-flight corrected channel signals with fixed apodization weights. Adaptive beamformers instead derive the weights per pixel from the data itself, which suppresses off-axis clutter and sharpens the image. The classic example is [minimum variance](../../_autosummary/zea.ops.rst#zea.ops.MinimumVariance) beamforming, and it is expensive: it estimates and inverts a covariance matrix for every single pixel.\n", "\n", "[ABLE](../../_autosummary/zea.models.able.rst#zea.models.able.ABLE) (Adaptive Beamforming by deep LEarning) keeps the adaptive weights but replaces that estimator with a small neural network, which predicts the weights directly from the delayed channel data. Trained to imitate an adaptive beamformer, it approaches its image quality at close to delay-and-sum cost.\n", "\n", "In this notebook we beamform a plane wave acquisition three ways: delay-and-sum, minimum variance, and an ABLE model that we train — inside the pipeline — to mimic minimum variance.\n", "\n", "**Scope of this example:** This notebook demonstrates the ABLE approach using a small, publicly available PICMUS example, with training on a single phantom frame. It is not an exact reproduction of the model, training setup, or results reported in the paper.\n", "\n", "Reference: Luijten et al., \"Adaptive Ultrasound Beamforming Using Deep Learning\", *IEEE Transactions on Medical Imaging* **39** (12), 2020." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/tue-bmd/zea/blob/main/docs/source/notebooks/models/adaptive_beamforming_by_deep_learning.ipynb)\n", " \n", "[![View on GitHub](https://img.shields.io/badge/GitHub-View%20Source-blue?logo=github)](https://github.com/tue-bmd/zea/blob/main/docs/source/notebooks/models/adaptive_beamforming_by_deep_learning.ipynb)\n", " \n", "[![Hugging Face dataset](https://img.shields.io/badge/Hugging%20Face-Dataset-yellow?logo=huggingface)](https://huggingface.co/datasets/zeahub/picmus)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "‼️ **Important:** This notebook is optimized for **GPU/TPU**. Code execution on a **CPU** may be very slow.\n", "\n", "If you are running in Colab, please enable a hardware accelerator via:\n", "\n", "**Runtime → Change runtime type → Hardware accelerator → GPU/TPU** 🚀." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-09-09T09:31:21.298051Z", "iopub.status.busy": "2026-09-09T09:31:21.297944Z", "iopub.status.idle": "2026-09-09T09:31:22.549877Z", "shell.execute_reply": "2026-09-09T09:31:22.545819Z" } }, "outputs": [], "source": [ "%%capture\n", "%pip install zea" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2026-09-09T09:31:22.552117Z", "iopub.status.busy": "2026-09-09T09:31:22.551977Z", "iopub.status.idle": "2026-09-09T09:31:22.555768Z", "shell.execute_reply": "2026-09-09T09:31:22.554840Z" } }, "outputs": [], "source": [ "import os\n", "\n", "os.environ[\"KERAS_BACKEND\"] = \"jax\"" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2026-09-09T09:31:22.557355Z", "iopub.status.busy": "2026-09-09T09:31:22.557216Z", "iopub.status.idle": "2026-09-09T09:31:24.877929Z", "shell.execute_reply": "2026-09-09T09:31:24.877074Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: Using backend 'jax'\n" ] } ], "source": [ "import keras\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "import zea\n", "from zea import init_device\n", "from zea.display import histogram_match, to_8bit\n", "from zea.models.able import ABLE\n", "from zea.ops import Beamform, EnvelopeDetect, LogCompress, Normalize, Pipeline\n", "from zea.utils import FunctionTimer\n", "from zea.visualize import set_mpl_style" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2026-09-09T09:31:24.880156Z", "iopub.status.busy": "2026-09-09T09:31:24.879906Z", "iopub.status.idle": "2026-09-09T09:31:25.657628Z", "shell.execute_reply": "2026-09-09T09:31:25.656286Z" } }, "outputs": [], "source": [ "init_device(verbose=False)\n", "set_mpl_style()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2026-09-09T09:31:25.660520Z", "iopub.status.busy": "2026-09-09T09:31:25.660396Z", "iopub.status.idle": "2026-09-09T09:31:25.662864Z", "shell.execute_reply": "2026-09-09T09:31:25.662201Z" }, "tags": [ "parameters" ] }, "outputs": [], "source": [ "seed = 0\n", "n_steps = 1200\n", "learning_rate = 1e-2\n", "num_patches = 100\n", "n_transmits = None # None compounds every plane wave; an int takes that many, evenly spaced\n", "# Training differentiates through every transmit at once, so its memory grows with\n", "# transmits x pixels -- at full resolution that is hundreds of GB. The figures are made\n", "# at full resolution; the fit runs on a coarser grid, which costs ABLE nothing because\n", "# it is a stack of 1x1 convolutions and so is not tied to the grid it was fitted on.\n", "# Fewer, larger patches for the fit: the gradient keeps every patch's activations alive\n", "# either way, so more patches only adds overhead -- and on the smaller training grid 100\n", "# patches would leave too few axial rows per patch for minimum variance to average over.\n", "train_num_patches = 20\n", "train_grid_size_z = 192\n", "train_grid_size_x = 128\n", "grid_size_z = None # None lets zea size the grid at about half a wavelength\n", "grid_size_x = None" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading data\n", "\n", "We use the resolution phantom from the [PICMUS](https://www.creatis.insa-lyon.fr/Challenge/IEEE_IUS_2016/home) dataset, hosted in zea format on the [Hugging Face Hub](https://huggingface.co/zeahub). The series of point targets in that phantom dataset directly relates to the lateral resolution the adaptive beamformer is able to obtain." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2026-09-09T09:31:25.664488Z", "iopub.status.busy": "2026-09-09T09:31:25.664393Z", "iopub.status.idle": "2026-09-09T09:31:26.493839Z", "shell.execute_reply": "2026-09-09T09:31:26.492405Z" } }, "outputs": [], "source": [ "path = (\n", " \"hf://zeahub/picmus/database/experiments/resolution_distorsion/\"\n", " \"resolution_distorsion_expe_dataset_iq/resolution_distorsion_expe_dataset_iq.hdf5\"\n", ")\n", "\n", "with zea.File(path) as f:\n", " data = f.data.raw_data[0][None] # first frame, with a batch dimension\n", " parameters = f.load_parameters()\n", "\n", "parameters.set_transmits(n_transmits) # compound the steered plane waves\n", "data = data[:, parameters.selected_transmits]\n", "\n", "parameters.xlims = (-0.019, 0.019)\n", "parameters.zlims = (0.0, 0.06)\n", "parameters.f_number = 0\n", "\n", "\n", "def apply_grid_size(parameters):\n", " \"\"\"Shrink the beamforming grid when the notebook test asks for it.\"\"\"\n", " if grid_size_z is not None:\n", " parameters.grid_size_z = grid_size_z\n", " if grid_size_x is not None:\n", " parameters.grid_size_x = grid_size_x\n", "\n", "\n", "apply_grid_size(parameters)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Beamforming with `zea.ops.Beamform`\n", "\n", "[Beamform](../../_autosummary/zea.ops.rst#zea.ops.Beamform) is a pipeline that time-of-flight corrects the channel data and hands it to a beamformer of choice. Swapping the beamformer is a single keyword, so the same B-mode pipeline serves all three variants. Keywords the beamformer itself takes are forwarded to it, which is how minimum variance gets its sub-aperture length below. That length is the main lever on how adaptive it is: a longer sub-aperture gives the beamformer more degrees of freedom to null off-axis energy, while a shorter one is cheaper and better conditioned but lets its weights drift towards the uniform ones of delay-and-sum, until the two images look alike." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2026-09-09T09:31:26.496629Z", "iopub.status.busy": "2026-09-09T09:31:26.496128Z", "iopub.status.idle": "2026-09-09T09:31:26.499265Z", "shell.execute_reply": "2026-09-09T09:31:26.498576Z" } }, "outputs": [], "source": [ "DYNAMIC_RANGE = (-50.0, 0.0) # 60 dB leaves the speckle washed out; 50 dB has more bite\n", "\n", "\n", "def bmode_pipeline(beamformer, jit_options=\"ops\", patches=None, **kwargs):\n", " \"\"\"B-mode pipeline: beamform, then envelope detect, normalize and log compress.\"\"\"\n", " return Pipeline(\n", " operations=[\n", " Beamform(\n", " beamformer=beamformer,\n", " num_patches=num_patches if patches is None else patches,\n", " **kwargs,\n", " ),\n", " EnvelopeDetect(),\n", " Normalize(),\n", " LogCompress(),\n", " ],\n", " with_batch_dim=True,\n", " jit_options=jit_options,\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The pipeline is stateless: all acquisition parameters travel along with the data. We prepare them once and reuse them for every pipeline below." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2026-09-09T09:31:26.500417Z", "iopub.status.busy": "2026-09-09T09:31:26.500330Z", "iopub.status.idle": "2026-09-09T09:31:29.785140Z", "shell.execute_reply": "2026-09-09T09:31:29.783547Z" } }, "outputs": [], "source": [ "n_el = data.shape[-2]\n", "\n", "das_pipeline = bmode_pipeline(\"delay_and_sum\")\n", "# The longest sub-aperture the covariance still supports. Shortening it pulls minimum\n", "# variance back towards delay-and-sum until the two are hard to tell apart.\n", "mv_pipeline = bmode_pipeline(\"minimum_variance\", subarray_size=n_el // 2)\n", "\n", "inputs = das_pipeline.prepare_parameters(parameters)\n", "inputs[\"dynamic_range\"] = DYNAMIC_RANGE\n", "\n", "das_bmode = das_pipeline(**inputs, data=data)[\"data\"]\n", "mv_bmode = mv_pipeline(**inputs, data=data)[\"data\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Minimum variance tightens the point targets -- on this phantom from roughly 0.8 mm wide at -6 dB to a little over 0.5 mm -- at the cost of a much heavier computation. That is the image we will ask ABLE to reproduce." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2026-09-09T09:31:29.788291Z", "iopub.status.busy": "2026-09-09T09:31:29.788131Z", "iopub.status.idle": "2026-09-09T09:31:30.178993Z", "shell.execute_reply": "2026-09-09T09:31:30.178027Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def image_extent(parameters):\n", " \"\"\"Grid limits in mm, in the order imshow wants them.\"\"\"\n", " return [\n", " parameters.xlims[0] * 1e3,\n", " parameters.xlims[1] * 1e3,\n", " parameters.zlims[1] * 1e3,\n", " parameters.zlims[0] * 1e3,\n", " ]\n", "\n", "\n", "extent_mm = image_extent(parameters)\n", "\n", "\n", "def plot_bmodes(images, titles, extent=None):\n", " \"\"\"Plot a row of B-mode images on a shared dynamic range.\n", "\n", " The panels are kept modest in size on purpose: speckle is noise-like and so compresses\n", " poorly, and the docs checker caps a single embedded output at 400 kB.\n", " \"\"\"\n", " extent = extent_mm if extent is None else extent\n", " fig, axes = plt.subplots(\n", " 1, len(images), figsize=(2.55 * len(images), 3.25), constrained_layout=True\n", " )\n", " for ax, image, title in zip(np.atleast_1d(axes), images, titles):\n", " ax.imshow(to_8bit(np.array(image), DYNAMIC_RANGE), cmap=\"gray\", extent=extent)\n", " ax.set_title(title)\n", " ax.set_xlabel(\"Lateral (mm)\")\n", " np.atleast_1d(axes)[0].set_ylabel(\"Depth (mm)\")\n", " return fig\n", "\n", "\n", "_ = plot_bmodes([das_bmode[0], mv_bmode[0]], [\"Delay-and-sum\", \"Minimum variance\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## The ABLE model\n", "\n", "ABLE looks at the time-of-flight corrected samples of one pixel across the receive elements and predicts an apodization weight for each of them. Because every pixel is treated on its own, the network is a stack of 1×1 convolutions, kept small on purpose: a few thousand parameters is enough.\n", "\n", "The model has to be built before it enters the pipeline, so that its weights are created eagerly rather than inside a traced pipeline call." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2026-09-09T09:31:30.180998Z", "iopub.status.busy": "2026-09-09T09:31:30.180889Z", "iopub.status.idle": "2026-09-09T09:31:32.407087Z", "shell.execute_reply": "2026-09-09T09:31:32.405770Z" } }, "outputs": [ { "data": { "text/html": [ "
Model: \"able\"\n",
       "
\n" ], "text/plain": [ "\u001b[1mModel: \"able\"\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓\n",
       "┃ Layer (type)                    ┃ Output Shape           ┃       Param # ┃\n",
       "┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩\n",
       "│ conv2d (Conv2D)                 │ (1, 1, 1, 256)         │        65,792 │\n",
       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
       "│ conv2d_1 (Conv2D)               │ (1, 1, 1, 32)          │        16,416 │\n",
       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
       "│ conv2d_2 (Conv2D)               │ (1, 1, 1, 32)          │         2,080 │\n",
       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
       "│ conv2d_3 (Conv2D)               │ (1, 1, 1, 256)         │        16,640 │\n",
       "└─────────────────────────────────┴────────────────────────┴───────────────┘\n",
       "
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\n" ], "text/plain": [ "\u001b[1m Trainable params: \u001b[0m\u001b[38;5;34m100,928\u001b[0m (394.25 KB)\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
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\n" ], "text/plain": [ "\u001b[1m Non-trainable params: \u001b[0m\u001b[38;5;34m0\u001b[0m (0.00 B)\n" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "n_el, n_ch = data.shape[-2], data.shape[-1]\n", "\n", "keras.utils.set_random_seed(seed) # same starting point on every run\n", "able = ABLE(latent_dim=32, n_latent_layers=2)\n", "able.build((1, 1, n_el, n_ch)) # (n_tx, n_pix, n_el, n_ch)\n", "\n", "able.summary()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "ABLE is registered as a beamformer, so it slots into the very same pipeline. The one difference is `jit_options=None`: compiling the operations separately would cut the gradient path to the model weights, and training would silently stall." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2026-09-09T09:31:32.409488Z", "iopub.status.busy": "2026-09-09T09:31:32.409371Z", "iopub.status.idle": "2026-09-09T09:31:32.413956Z", "shell.execute_reply": "2026-09-09T09:31:32.413176Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: \u001b[38;5;214mWARNING\u001b[0m width/grid_size_x = 0.0002969 > wavelength/2 = 0.0001478. Consider increasing grid_size_x to 258 or more, or unsetting it to size the grid automatically.\n", "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: \u001b[38;5;214mWARNING\u001b[0m depth/grid_size_z = 0.0003125 > wavelength/2 = 0.0001478. Consider increasing grid_size_z to 406 or more, or unsetting it to size the grid automatically.\n" ] } ], "source": [ "able_pipeline = bmode_pipeline(\"able\", model=able, jit_options=None, patches=train_num_patches)\n", "\n", "train_parameters = parameters.copy()\n", "train_parameters.grid_size_z = train_grid_size_z\n", "train_parameters.grid_size_x = train_grid_size_x\n", "\n", "train_inputs = able_pipeline.prepare_parameters(train_parameters)\n", "train_inputs[\"dynamic_range\"] = DYNAMIC_RANGE\n", "\n", "# The regression target has to live on the same grid as the images ABLE produces, and on\n", "# the same patch layout: minimum variance averages its covariance over axially adjacent\n", "# pixels, and a patch too short in depth truncates that window.\n", "mv_train = bmode_pipeline(\"minimum_variance\", subarray_size=n_el // 2, patches=train_num_patches)(\n", " **train_inputs, data=data\n", ")[\"data\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Training\n", "\n", "ABLE is trained by regression: the whole pipeline is differentiable, so we can push the log-compressed image through it and compare it against the minimum variance image with a mean squared error. Gradients flow all the way back through the delay-and-sum and the envelope detection into the network weights.\n", "\n", "Note that we are training on a single frame here — enough to make the point in a notebook. See the paper for the training regime used in practice." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2026-09-09T09:31:32.415829Z", "iopub.status.busy": "2026-09-09T09:31:32.415725Z", "iopub.status.idle": "2026-09-09T09:31:32.436381Z", "shell.execute_reply": "2026-09-09T09:31:32.435286Z" } }, "outputs": [], "source": [ "class ABLEBeamformer(keras.Model):\n", " \"\"\"Thin Keras model around the pipeline, exposing the ABLE weights to the optimizer.\"\"\"\n", "\n", " def __init__(self, model, pipeline, parameters):\n", " super().__init__()\n", " self.able = model\n", " self.pipeline = pipeline\n", " self.parameters = parameters\n", "\n", " def call(self, data):\n", " return self.pipeline(**self.parameters, data=data)[self.pipeline.output_key]\n", "\n", "\n", "trainer = ABLEBeamformer(able, able_pipeline, train_inputs)\n", "trainer.compile(optimizer=keras.optimizers.Adam(learning_rate=learning_rate), loss=\"mse\")" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2026-09-09T09:31:32.438614Z", "iopub.status.busy": "2026-09-09T09:31:32.438513Z", "iopub.status.idle": "2026-09-09T09:33:49.823331Z", "shell.execute_reply": "2026-09-09T09:33:49.821900Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Compiling the training step (this takes a while), then training...\n", "\u001b[1m1200/1200\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m508s\u001b[0m 398ms/step - loss: 1.5106\n" ] } ], "source": [ "losses = []\n", "progbar = keras.utils.Progbar(n_steps, stateful_metrics=[\"loss\"])\n", "\n", "print(\"Compiling the training step (this takes a while), then training...\")\n", "\n", "for step in range(1, n_steps + 1):\n", " loss = float(trainer.train_on_batch(data, mv_train))\n", " losses.append(loss)\n", " progbar.update(step, values=[(\"loss\", loss)])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The loss should drop by more than an order of magnitude and then flatten out, which is what tells us the run has converged." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2026-09-09T09:33:49.825570Z", "iopub.status.busy": "2026-09-09T09:33:49.825355Z", "iopub.status.idle": "2026-09-09T09:33:50.015554Z", "shell.execute_reply": "2026-09-09T09:33:50.014460Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6, 3.5), constrained_layout=True)\n", "ax.plot(np.arange(1, len(losses) + 1), losses)\n", "ax.set_yscale(\"log\")\n", "ax.set_xlabel(\"Training step\")\n", "ax.set_ylabel(\"Loss (MSE)\")\n", "_ = ax.set_title(\"ABLE training loss\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Results\n", "\n", "Training is done, so we can hand the model to a compiled pipeline again and time all three beamformers. The first call of each is dropped, since it includes tracing and compilation.\n", "\n", "The three images are histogram matched to the delay-and-sum one before display, following [Bottenus et al.](https://doi.org/10.1109/TUFFC.2020.3035965): adaptive beamformers suppress off-axis energy, which shifts the brightness of the whole image, and without matching that shift reads as a difference in image quality." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "execution": { "iopub.execute_input": "2026-09-09T09:33:50.017496Z", "iopub.status.busy": "2026-09-09T09:33:50.017376Z", "iopub.status.idle": "2026-09-09T09:33:51.814096Z", "shell.execute_reply": "2026-09-09T09:33:51.812899Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "timing Delay-and-sum...\n", "timing Minimum variance...\n", "timing ABLE...\n", "\u001b[1mFunction Timing Statistics\u001b[0m\n", "=====================================================================================================\n", "\u001b[36mFunction\u001b[0m \u001b[32mMean\u001b[0m \u001b[32mMedian\u001b[0m \u001b[32mStd Dev\u001b[0m \u001b[33mMin\u001b[0m \u001b[33mMax\u001b[0m \u001b[35mCount\u001b[0m \n", "-----------------------------------------------------------------------------------------------------\n", "\u001b[36mDelay-and-sum\u001b[0m \u001b[32m0.171504\u001b[0m \u001b[32m0.171614\u001b[0m \u001b[32m0.000723\u001b[0m \u001b[33m0.170585\u001b[0m \u001b[33m0.172428\u001b[0m \u001b[35m5\u001b[0m \n", "\u001b[36mMinimum variance\u001b[0m \u001b[32m48.839354\u001b[0m \u001b[32m48.815990\u001b[0m \u001b[32m0.060196\u001b[0m \u001b[33m48.766020\u001b[0m \u001b[33m48.908843\u001b[0m \u001b[35m5\u001b[0m \n", "\u001b[36mABLE\u001b[0m \u001b[32m0.879694\u001b[0m \u001b[32m0.916365\u001b[0m \u001b[32m0.051758\u001b[0m \u001b[33m0.822366\u001b[0m \u001b[33m0.918061\u001b[0m \u001b[35m5\u001b[0m \n" ] } ], "source": [ "trained_pipeline = bmode_pipeline(\"able\", model=able)\n", "able_bmode = trained_pipeline(**inputs, data=data)[\"data\"]\n", "\n", "timer = FunctionTimer()\n", "timed = {\n", " name: timer(lambda p=pipeline: p(**inputs, data=data), name=name)\n", " for name, pipeline in [\n", " (\"Delay-and-sum\", das_pipeline),\n", " (\"Minimum variance\", mv_pipeline),\n", " (\"ABLE\", trained_pipeline),\n", " ]\n", "}\n", "\n", "# Minimum variance dominates this cell: it inverts a covariance per pixel\n", "for name, run in timed.items():\n", " print(f\"timing {name}...\")\n", " for _ in range(6): # one warmup + five timed runs\n", " run()\n", "\n", "timer.print(drop_first=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Each beamformer compresses the dynamic range differently, which skews a side-by-side look. Matching all three to the delay-and-sum histogram puts them on a common scale, so what is left to see is the image and not the contrast." ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2026-09-09T09:33:51.815599Z", "iopub.status.busy": "2026-09-09T09:33:51.815492Z", "iopub.status.idle": "2026-09-09T09:33:52.385228Z", "shell.execute_reply": "2026-09-09T09:33:52.384075Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reference = np.array(das_bmode[0])\n", "matched = [\n", " histogram_match(np.array(image), reference)\n", " for image in (das_bmode[0], mv_bmode[0], able_bmode[0])\n", "]\n", "\n", "titles = [\n", " f\"{name}\\n{timer.get_stats(name, drop_first=True)['mean'] * 1e3:.0f} ms\" for name in timed\n", "]\n", "\n", "_ = plot_bmodes(matched, titles)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Does it transfer?\n", "\n", "The network was fitted to a single phantom frame, so the fair question is whether it learned\n", "anything beyond that one image. PICMUS also ships in-vivo scans taken with the same probe and\n", "the same plane wave sequence, so we can insert the trained model into the very same pipeline. We don't retrain it. " ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "execution": { "iopub.execute_input": "2026-09-09T09:33:52.387173Z", "iopub.status.busy": "2026-09-09T09:33:52.387007Z", "iopub.status.idle": "2026-09-09T09:33:56.114583Z", "shell.execute_reply": "2026-09-09T09:33:56.113438Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "phantom: ABLE sits 5.9x closer to MV than DAS does (MSE ratio)\n", "carotid: ABLE sits 1.8x closer to MV than DAS does (MSE ratio)\n" ] }, { "data": { "image/png": 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kI7h69So2b96M97///fTz73//+/j+97//mtc9+OCDCIfDeOSRR36nc3sjsFkHOp3uNT/79Q3r4x//+Ou+RyKRwD/+4z/iH//xH9He3o7/9b/+F7785S+D4zgKPNLpNHVLGJRK5VvwCbJ4r+BrX/saDh48iOeeew7z8/MYGhp6u0/pdwbrOrxd13ooFMIzzzyD97///fiLv/gLfPSjH90QrEgkEtx333147LHHMDw8/Jb//g9/+MM4ceIETp069Za8H9uPX29/YvD5fEin0zh37hzuuuuut+T3ZpHFb4JcLkdtbS3q6+tf87MXX3wRDzzwAL70pS9t6N6/Eebn59HZ2YmamprXdMreCCKR6LfGGFm8PciWI95D+PKXvwyDwYAvfelL4DgOL730EgBQVZ5BpVLh2Wef/Y0dBFYhY9VK4PoQlby8vNc8N5VK4amnnsLBgwfxZ3/2Z3j66ac3UBp+0+949fsDb5428XpYXV3F0tLSa6hTRUVFb7qi8WqbyaGhITz00EMYHR3d4CDidDpfc5N/ozZsFv8zMTg4iGPHjqG+vv4P6h68nXA6nQA2BrQGgwG5ubn/befwox/9CGq1Gl//+tfBcRzGxsboZ0KhEEKh8DV7yFtF03u9/ekPee8TJ04gnU5vcKACrjun9ff3Q6VSIRqN4pVXXkFra+trErPbb7+dXKqyyOKtwqFDh3D69OnX/dmRI0dgNBrftL1ocXExgOvW628GpaWlmJmZeXMniuv7alFR0Zt+fhZ/GLIJwnsABQUF+O53v4svfOEL+MIXvoAf//jHAICnnnoKFy9exLe+9S0YDAYA16tu//Iv/4JMJvMbeflHjx4FcN3qlOFv/uZvIJPJXvf5jz/+OCQSCb785S/j3//939/Ueb/wwgtQq9U0PZbP5xP96PfFww8/jK6uLrINFAqF+Id/+AdEo9E39fr77rsP9913H/2/oqICxcXFOHnyJD12+vRpKJVK3HTTTQCuBw133nnnH3TeWbz38PGPf5z45O9GLCwsYGlpCXfffTc99oUvfOE1dL0/Ji5cuIDp6Wl87nOfw49+9KMNPwuFQmThWl5eDuB6MeCt4EAD1/enffv2kbWzRqPB5z73ud/7/cxmM/75n/8ZH/nIR+g9c3Jy8M1vfhMzMzPU5f385z8Pk8lEHUsAqKmpwaOPPopr1679AZ8oiyxei4985CM4cuTI6/7s+eefRyaTeVM0owcffBBbt27F4cOHsbKy8lafJoDrxYosDfe/F2+7Ujp7/PZDIpFwQ0NDnN1u3+AgMDExwY2Pj3Pf+973uMbGxte8TqFQcP/8z//Mmc1mbnR0lBsaGuK+8Y1vkEMGmyAaj8c5j8fDDQ0NkSvQhz70IW5iYoJbXFzkzpw5w33xi1/kVlZWOI/H87ruBgMDA9zFixd/p8/1uc99jpufn+emp6e5M2fOcH/yJ3/CcRzH2e127plnnuF0Oh03NDTEra+vc+vr69zQ0BAnkUi4Rx55hLNYLPRdfOhDH6L3/OQnP8ktLi5yCwsLXH9/P3f33XdzZrOZPp9EIvmN53PhwgVuZGSEGxoa4oaHh7nPfvazr3nel7/8ZW5paYkbHh7mfvKTn3B33XUXx3EcNzc3xz3yyCOve94KhYL7+c9/Tn/DoaEhbufOndxf/uVfcnNzc/T6X3dRyh7v3OPV69Jut//G6+uzn/0sNzQ0xHEcR9diRUUFt3nz5tddg/39/ZzH4+Hi8Tg998/+7M82XCt//dd/zd1xxx30vna7nTtx4sRbdv1t2bKFGxwc5BYWFrhTp05xu3fv3rCWcnJyuO9+97sb1uL999/P3X///dzExAQ5knz729/mampqNnzO/v7+N/Udf/7zn+fC4TCnUqle87P8/Hzu5z//OWez2bhLly5xzz33HPftb397w77w0EMPbTiXoaGhDS5En/70pzf8/IknnuCA65aw3//+97nV1VVuYGCAO378OPfwww9v+O7379+/4btn9rYnTpzY8Ld79YTmz3zmM9zExAQ3OTnJjYyMcN/61rc2OBYB4Do7O7kXX3yRW1lZ4QYGBrjz589zBw8efNuv9+zx3jnYHvHqveDVP29tbeWGhoa4ZDLJJZNJbnp6mgsGg6+JQYaHh7mlpSVucHCQ++IXv7jhWj5y5Ag9f21tjTObzRuOlZUVcgT8bc81m81cMpl8QwfH7PHWH7z/+kcWWfzB+MEPfoDLly/jhz/84dt9KllkkUUWWWSRRRZZ/J7IJghZvCXIycnB/Pw8mpqafienkCyyyCKLLLLIIoss3lnIahCy+L1RVFSEF154AQDw0EMP4fjx49nkIIssssgiiyyyyOJdjndlgiAWi/HII49genoaIyMjuHr1KvnYZ/Hfh2Qyiba2NkxOTuL+++/Hl7/85bf7lLJ4DyC7vrPI4r2J7NrOIot3F952IcTvejz99NPc5OQkl5ubywHgbr31Vi6ZTHIHDhx4288te2SP7PGHHdn1nT2yx3vzyK7t7JE93lXH234Cv9Oxfft2juM47tChQxseP378ODc/P/+2n1/2yB7Z4/c/sus7e2SP9+aRXdvZI3u8u453HcXo0KFDAPCa6ZanTp1CZWUlurq63o7TyiKLLN4CZNd3Flm8N5Fd21lk8e6C8O0+gd8VbW1tCAQC8Hg8Gx5fWFgAALS2tr7hYCKRSEQTghl0Oh28Xu8f52SzyOI9DqVSCZvN9pa93++7vrNrO4ss3lpk13YWWbx38WbW97suQTAYDDRx8tVgj7GJwa+HL37xi/i7v/u7P9apZZHF/0gUFha+ZYHE77u+s2s7iyzeemTXdhZZvHfx29b3uy5B+EPwyCOP4Nvf/jb9X6lUwmq14o477kAymcTAwAAEAgEqKipQXV2N5eVlCAQCSCQSGI1GZDIZKBQKuN1uDA8Pw2AwQKFQgM/nI5PJQK1Ww+fzQSwWg+M4iEQizM3NYWFhAQ899BDC4TCeeeYZ7Ny5E4uLi9DpdEin01AoFAgEAiguLkYmk0EoFIJCocCJEyfQ09MDhUKBvLw8/OpXv8L27dtx5MgRbNq0CUKhEHq9Huvr64jFYgiFQigtLYVMJoPf70dxcTEGBgZQW1uLtbU1uN1umEwmjIyMYPPmzYjH4wAAgUCAeDwOkUiEeDwOPp8PgUCAdDqN9fV1CIVCLC8vw+fzwWg0wuPx4IYbboBQeP3yWV5eRlFREex2O3JzcyGVSpFMJqFWq3Hq1CmYTCZIpVKEw2GkUikEg0Hk5eUhNzcXOp0OU1NT0Gg0CIVCsFgsCIVCkMlkqKurw/r6Ovh8PmKxGORyOXg8HgKBABYWFtDT0wOJRIJYLAafzwez2Yx9+/YhnU7D6/XCbrdDrVYjnU7Dbrejq6sLExMTMBqN0Ov1mJ2dRW5uLrRaLWw2G2KxGPR6PeRyOUZGRlBUVASBQIDFxUVs3rwZXq8X165dQ0tLCyorKxGJROD3+6FQKLC0tITi4mKcO3cOBw8ehNvthl6vRzqdxuLiIoRCIVZXVyGRSKDRaGAymXDq1CmUlpbCYDBgYWEBubm5UCqV8Hq9kMvlSKVSAIDFxUW0t7fDYDBgbW0N0WgULpcLUqkUkUgEHR0diEajUKvVkMlkmJychMfjQWNjIzKZDMLhMORyOdLpNGQyGebn59He3o50Oo1IJIJ0Oo1MJoNMJkPt/56eHvD5fHi9XuTm5iIQCMBoNEIkEiGdTiMajcLtdqO/v/8dYW37Rmt769atGB8fp8f1ej3cbveG10qlUshkMng8Hroe1tfXEQwGkZOTg2QyifLycthsNvj9fnR1dSESiSAQCEAkEgEAfD4fKioq6Nr8dezZswcjIyPIz8/HwsICotEoGhoaUFhYCJlMhrGxMRiNRszNzUEgEKCpqQkejwdKpRKvvPIKqqurIRQKkUgkUFhYCKPRCK/XC7PZDLFYjFgsBqlUimg0ilQqBa1Wi9HRUXR1dcHlckEoFGJxcRH79u2D0+lEYWEhjh8/DrlcDr1eD5PJhKmpKRQUFKCqqgpqtRoSiQQWiwUajQbr6+tQKpWIRqMQCARQKBSw2+1YXV2FWq3G1atX0dTUhPHxcdx0001QKpXIzc3FwsIC/H4/hEIhLl26hE2bNgEAotEojEYj+Hw+fD4fDAYDxsfHodVqwefz0dDQgHQ6jfz8fAwODtL3LhaLkUwmsbKyQu8vl8shEAiwtrYGj8eDhoYG+Hw+FBcXI5VKwe12w2azQalUIpFIQCaTQS6Xw+l0orS0FC6XC2NjY9i2bRu0Wi2SySS8Xi8CgQDa29sxMDCAhoYGDAwMoKurCy+88AJaWloQi8XgcDigVCohFouRm5uL0dFRSCQSBAIBFBUVIS8vD6FQCADovf1+PxwOBwoLC1FaWoqTJ0+io6MDVqsVarWa9qxUKgWv14vV1VVa+8D16jkAxONxKJVKugfx+Xy4XC5s3boVwWAQoVAImUwGa2trEAqFsFgs2LRpE65evYqqqioEg0EIBAIEg0HU1NQgGo3SubH1805e221tbSgvL8elS5fQ0tICu90Oi8WCqqoqzM/Po6ioCA6HA83NzfB6vRAKhVhYWIBKpUJJSQnGx8dRWVmJQCCAqqoqun+VlZUhGAzi5MmT2Lt3L0ZGRlBWVoZAIIDl5WVUVVUhHo/TfQG4fg9sa2tDLBbDqVOnoNVqUVlZCbVaDbvdjsnJSXR3d6OgoAB+vx9nzpzBbbfdBrfbDY7jkEgkIBAIUFxcDJlMhvX1dfh8Pvj9fiSTSSgUCuj1eqRSKSgUCohEIgiFQrqOzpw5g7179yIQCGB9fR3xeBznz59HQ0MDdDodgsEgRkdH8cEPfhAymQzBYBCTk5Po7OykvZzH42FtbQ0mkwnHjx/HLbfcAolEguXlZWi1WkSjUWi1WsjlcuTm5mJpaQkikQihUAjpdBp8Ph9msxlVVVXIZDKIx+MwGo10D//Vr36FvLw89PT0wOfzwWQyYW5uDhzHobGxEQAQCAQwMjICuVwOnU6HRCKBvLw8mM1mqFQq6HQ6uFwupFIpVFdXw2azYW5uDuXl5TCZTFhdXUUsFoNEIsHIyAh27tyJTCYDs9kMh8OBrVu3Ih6P0++3Wq3w+Xyorq6GTCbDuXPnsHXrVqysrMBqtaKjo4P2eYPBgJWVFTidTmzZsgV+vx9yuRyBQAA2mw1qtRoAYDabsWnTJpw+fRqbNm2CXC5HTk4OPB4PjEYj1tbWMDU1hby8POTl5SEnJwdSqRSTk5OIxWJob2/HyZMnUVlZiVAoBIPBgGg0ilAohMLCQohEImg0Gpw9exabNm2iPU4oFMLn89F+xOPx4PV6odPpoNVqwXEcnE4nxSBHjx79rev7XadBcLvdUKlUr3mcPcY20ddDIpHA+vr6hgO4vrjT6TR27dqFYDAIoVCI4eFhpFIppFIp2Gw2/PCHP8SxY8cwODiI0dFRzMzMoKmpCUNDQ5DL5chkMlheXkZeXh5KSkowMTGBsrIycBwHg8EAv9+Pn/70p9i6dSsUCgWkUikUCgUMBgN0Oh14PB6USiWuXbuGyspKGI1G3H333dBoNGhpacHY2Bhuv/12+Hw+3HrrrcjLy0N+fj50Oh0UCgXKy8shEAjAcRx++tOfQqFQ4NixY4jH4zh16hQ4jkN+fj7EYjE2bdoEt9uNhYUFShI4jgOfz4dWq8XKygoCgQAmJiYQCAQQj8fR2tqKTZs2QSQSoaurC1KpFGKxGOl0GpWVlbh27RokEgkkEglWV1cRjUbxb//2b1CpVBAIBJicnEQ8Hsfly5dRV1eHoaEhcBwHt9sNiUQCt9sNPp8PjUaDuro6VFRU4OWXX8ba2hoCgQAqKirA5/MRCARgMBig1WrhcDjg9Xqh0WgwNTWFzs5ORCIR8Hg8JBIJKJVKGI1GJJNJJJNJ2Gw2zM/PIxKJQCwWo6mpCTU1NZienkYqlYJIJKJ/V1dXQyqVwmazYfv27QCAdDqNgwcPQiQSYXx8HGfOnIFcLse5c+cwPDyMiYkJtLS0YHh4GDk5OYjH47DZbAiHwwCAhoYGVFdXg8fjYXZ2FgaDASaTCcPDwwiHw5DJZFhcXITBYMDly5cxOjqKeDyO8vJyeL1eDAwMQCwW49KlS7QhazQa+Hw+RCIR/PSnP8WVK1eQm5uLiooK6PV6CAQCRKNRjI6OYnFxEQsLCxAIBFhZWYHX60U4HEZ/fz9OnDiBdDqNrq4u3HvvvbDZbJidnYXJZIJer0dJSQkAYGJiAna7HbFYDPn5+W/dwv4v/L7r+43W9vj4+IbHOI57zfNcLhfdWJeWlpBMJlFUVIR0Oo1EIgGVSoVwOIzCwkLk5uZicnISTqcTarUaJpMJubm5WFlZwcrKCuRyOQwGA90Ua2troVKpcPr0aWzZsgVVVVXYs2cPurq6sLKyAp/PhyeffBJjY2MYHx9HTU0NxGIxXC4XOI5DOBzGwYMHEYlEoNFokJubi3Q6jSNHjmBpaQlGoxGpVApGoxFOpxOdnZ3wer2YmJhAR0cHAEAikaChoQHNzc0Qi8UQiURYXl7G+vo6jEYjtm3bBqlUirq6OhQWFkKlUiEWiyESiaCiogInTpxAXl4eEokExsbGEAqFIBaLYTQaIZFIEIlE8OCDD6Kurg4f+9jHcPHiReTk5GBubg4FBQUQCARob2/H/fffj9raWjQ3N0MikSAej4PjOLS1tUEsFqOzsxPJZBIajQapVAqBQABOpxODg4PYsmULpFIpAMDlctGa5vP5EIvFWFpawvr6Onp7exGJRFBaWgo+n48TJ05gYmICubm5yGQytD+XlJRAo9HA5XJBrVYjLy+PEgiXywW/34+qqir88Ic/xPLyMubn5zE7O4uJiQn09vYiJycHHMehuroaGo0GVVVVcDqdcLvdWF1dRTKZRGFhIdLpNFQqFXg8HsbGxuB0OuFwOKDX6zE6OoqhoSE0NjZiamoKEokEg4ODCIfDWFxcxOzsLAVuIpGI/l5SqRQ5OTlwOBxIJBIIBoPg8XjweDxwuVxYWVlBPB6H0+mEz+fD9PQ0xsfHkZeXhytXriAajcLn80Gj0aCwsBCVlZXIZDJwOp0IBAKQyWSorKx8x6/txcVFPPfcc3A6nThx4gQSiQQ4jsPQ0BBycnIwNTVFhSOv1wu/34/m5mZs3rwZiUQCarUaRUVFKCkpwYULF9DT04Nz585BJpNBIpFArVbD4/FAJpMhJycHZWVlKCwsRDweRyQSoXvL7OwslpaWEIlEoNVq0dvbSwnD7OwsWlpa8NGPfhTJZBJSqRS5ubm4/fbbYbfbUVlZiZmZGZhMJgwMDEAmk+Ff//VfkU6nkZOTgwsXLqCzsxOVlZVUWLpw4QKsViumpqYglUphtVpxww034KWXXkIkEsHIyAiSySR27txJSalGo8Hdd9+NWCwGm82GVCqFlpYWTE5OIhQKIT8/H5OTkygsLEQ4HMbOnTtp7SmVSvzyl7+ERCLBlStX4PV6sbCwgJycHPh8PqjVajidTqhUKqjVapw+fRrPP/88lpaWoFaroVAoAAD79++HXq9HNBoFACrcseRAIBDg5MmT4PF4KCwsRCgUgk6nw/nz5xEOhyEWi6FQKFBXV4euri5MTk7C7/dDIBBgaGgIc3NzyM/PR2FhIcbGxnDrrbdCJBIhFouhu7ubksjx8XGo1WocOXIEdrsdkUgEdrsdc3Nz6OzshEAgwODgIJqbmymmy2QyGB0dRTAYRGlpKex2Oy5fvoyZmRmIxWK0trbC4/FALpdj+/btiMViqK6uprUcjUZhtVrx9NNPw263o6enB3l5eVTM/OUvfwmO47B582YcPnwYUqkUEokECoUCAoEAXq8XmUwGOTk5WF9fxzPPPIO2tjakUilMTk6ipKQEmUwGHMchk8lAJBJRMenixYswm81YWFjA4OAg0uk0zp8//6bW7LsuQRgeHoZaraYqCkNFRQUAYGRk5Hd+z/r6eqq679u3DwCQm5tLN47m5mbodDps3boVTqcTRUVFkEqlEAgE+OAHPwipVIqioiI0NzcjGAxCq9VCo9FgfHwcBoMB3d3diEajeN/73oeGhgZIJBLs3r0bNpsNKpWKqgMCgQC7du2CQCCASCSCWq3G8PAw4vE42tvbIZVKoVQqodfr0dzcjMLCQhQUFMDlckEkEqGxsREVFRX41Kc+hUgkAgBUycvPz4dEIkFBQQFlruFwmLoTRUVF0Ol0WF9fR0lJCQYHBzE/P4+ysjKqauTn56O3txd8Ph8rKyvw+/342c9+hlgshqqqKlRUVMDpdCI/Px9ra2s4dOgQGhsb4fP5UFZWBr1ejwMHDiAUCiEYDEKpVGJpaQmxWAwqlQpGo5GCa7/fj8rKSnR2dgIArly5Ao1Gg+HhYZSUlMBgMGDTpk2orKyEz+dDZ2cnXnrpJfzqV7/CwMAAvF4vtFotYrEY1Go1EokEpFIp9uzZA6VSiZycHNooFQoFCgoK0NXVhXvuuQeVlZVYX19HOByGUqmE2WzG+vo6KioqIJfLsbi4iKamJnAchyNHjmB9fZ2qQ0qlEjqdjqr8QqEQHR0daGtrQ0VFBY4ePYqysjK0trZCq9VSYNTU1IR4PI68vDz4fD7s2LEDWq0W4+PjyGQy1LE6fvw4VCoVWltboVKp0NDQAOD6TXTXrl2IRCJQKBQIh8NU7QBAlYr6+nq4XC4MDg6ir68Pg4ODWF1dRUNDA3g8HhoaGmC1WpGfn48dO3aAx+NheXkZwHUPc7lcjng8Dr/f/xuT8d8Xf4z1DVwPQrRaLdbW1uiGpdfr6ec+nw8AqLLodruhVCpRWFhIVWB2ncvlckSjUfB4PLz00kswm81oa2tDOBymjtFNN92E8vJy6gxs3rwZx44dQyAQgFwuR2FhIdxuN3JyclBZWYkHH3wQiUQCa2tr2Lp1K5aXl1FeXg4AeOqpp9DV1QWDwYC6ujoIBAJs27YNEokELpcL1dXVUCgUuOeee2AwGHDgwAF0dnZCoVCgsbERHR0dyM3NRVdXF5LJJPR6PZaXl/Gnf/qn2L17N3Q6Hbq7u3HDDTegsLAQVqsVMpkMExMT8Hg8uPXWWyGRSHD69Gm0t7fD4XDA4/HA6/WiqKgIxcXFcDgcUKlUSCaT2LZtG0pKSpBOp+F2u1FRUQGJRIKxsTHw+XwEg0FUVFRg7969mJqawrVr15Cfn4+pqSncddddkMvlqK2tRUtLC/x+Pw4dOoQf//jHmJubw8mTJ5FMJlFTUwOHw4GioiIIhUL09vbCZDLB4/GgrKwM6+vrUKvVaG1txcGDB9Hb24tNmzahsbERKysriEajEIvFKC8vp++MVZxbW1vhdDqxsLCApqYmbN26FWVlZeju7oZSqaQbdSaTQVdXF/bs2UNB680334zu7m5UVVVRZ9disUAkElHC1traCqVSiby8PCwtLSEUCqGzsxOLi4soKCjA5cuXoVarkZubi/X1dej1euouhMNhTE9PU9EhEolAqVRieXkZBQUFkEgk6Ovrw/nz56FWqzE+Po66ujo0NTVhYWGBuswqlQoqlQrT09OIxWJYX19HKpWCy+VCKBSC2Wz+vdbZb8IfY203NTVR4uj1erFv3z709vbS2jYajaiqqoJIJMLS0hIUCgVUKhXq6uqg1+uh1WpRWlqKm2++GU888QRuvPFG+k7y8/MRDAYhkUhgNpuRSqXQ2toKi8WC0tJSVFdXIy8vD1arFRUVFVSMKSkpQWtrK1KpFMrLyxGPx/Hoo49Co9EgLy8PDocDOp0OgUAAFy5cwO233w6tVov3v//98Pl8uPnmm+HxeLC+vo6/+Zu/wcrKCvR6PaRSKcbGxihBrKurg8PhgEajQTAYxI033ojnn38eNTU1KC8vR35+PlpbW1FcXIzm5mbEYjFMTk4imUzC4XBgfX0dBoMBJSUleOGFF6BQKDA7OwuJRIKioiLEYjGIxWJEIhF85jOfgUajQSQSQU1NDUQiEfx+PwoKCqBQKBCLxahyXVBQgIceeghKpRI/+MEPIJfLMTQ0hOrqapSVlaGmpgbV1dUIBoPYvHkznn32WczPz2NhYQF79uxBT08PdDod9Ho9VldX0dvbi+rqagwNDcFgMMBsNiMcDiM3NxcikQgHDhzAn/zJn2D79u04d+4c1tbWUFVVhfHxcSSTSZSWlgIALly4gNLSUiSTSbz44ovQ6XSora1FbW0ttFotCgsLkclksLKygjvuuAPl5eW0z547dw6NjY2oqamBzWZDbm4utm/fDqlUioGBATz11FMQi8WorKzEysoKMpkMenp6MD09jbKyMgBAKpXCoUOHqMvvdrshk8kwOjqKzs5O1NfXY3BwEFKpFF6vF7FYjBKgyspK5OXlYWRkBMvLy7j77rsRjUaxuLiIPXv2ICcnB0qlEnK5HA6HgwqpSqUS3d3dkEqlMJlM0Gq1iEQiFOf+NvBw3c7oXYMdO3bg7NmzOHToEJ555hl6/Fe/+hVqampQVVX1pt9LqVQiGAziL/7iLyAQCBAOh8Hn8xGJRLC0tIQzZ87gi1/8Imw2GyUESqUSPp8PFosFfr8f/f39+MQnPkGVNIvFgpaWFrjdbgrOxGIxVCoVFhYWsHnzZmg0GjgcDpSXl2N9fR2zs7Po6+vD7t27IZPJqPqTTqcBAI2NjdDpdLBYLAgGg6ivr6cgkFU7WBXZ6XSivr4ebrcbFosFgUAAXV1dUKlUSKVSCIVCUKlUcLlcuHr1KnJzc1FSUkJJCfselpaWIJfLEQqFUFRUhFAohFAohMOHD+OBBx7A+vo6URCMRiNisRja2tqIAnPixAncdttt4PP50Ov18Pv9UKlUOHHiBHbs2AG73U4b9MrKClKpFJaWlqDRaBAOh1FWVga1Wo2+vj5q+UkkEuh0OjidTrS2tpJIzePxYHZ2lhKTkpIS2mw8Hg9VGk+ePIny8nKsra1h06ZNMJlMWFlZQUVFBXg8HkKhEP194/E4nVcikYBEIoFYLMZzzz2H7du34/z586irq4Pf70cikcCePXuwvLyMsrIyOBwOaLVaFBcXw2w207l7PB40NzcTTU2j0VBr2eFwID8/H5cuXUJbWxtkMhk4joNcLofdbsfVq1dx4MABTE5OQqlUoqGhAUKhEG63GyKRCFNTUxR4hMNhcByHxx57DJ/85CdhNptRUVGBcDiMyclJyGQyFBQUYG5uDjU1NVhfX4fdbofBYKCOid/vx5NPPon3v//9ePHFF3HgwAGkUilEo1Gisc3OzuLZZ5+FSqV6y6gIb9X6Zmu7sbERk5OTr/kZO9+ioiL4fD5KShUKBTQaDdbW1lBeXg6fz0ctZUZlYy3f9fV1BAIBWtOMPsiqPEqlElevXoVAIMD27duJ5vbcc8/B7/fT2tq9ezd4PB6eeOIJ7NmzBw0NDUSDYlUkVinOz89HJpPB+Pg4BgYG8MADDxAtJZlMQi6Xw+v14sqVKwCuB1BCoRASiQR8Ph+hUAiXLl2CyWSijp/BYMDY2Bjy8/OpzV5fX4+JiQm0t7djfX0dxcXFWFtboyq7VCqlwJ/jOKRSKSwuLqK0tJQCB51OR91Zs9lMyQnbcy5evIiqqipYLBYoFAqYTCa4XC60t7fD6XQiFAohEolgcHAQJSUlGBsbw5YtW+DxeKh6Fo/HEQ6HcezYMRQXF+Pq1av48Ic/DJ1Oh9HRUbS1tSEUCmF1dZU6I7FYDMFgEMFgEAqFAjweD36/H8vLy6iurqZgvK+vD6WlpdizZw++853voLOzk7ofcrkcy8vLEAqFiMViuHz5Mnbt2oVMJgOJRIJ0Ok0dory8PADXK6ZOp5OSvEgkgrm5OaJNzM/Po6GhAQaDAYFAAHw+H4uLi5QkWSwW2tv8fj94PB7kcjnRIBYXFxEIBFBSUkLFp9zcXFitVrhcLrjdbpSVlUEul2NtbQ0VFRWYm5uDWCyGyWTC4OAgAMBkMqGjowNHjx59R6/trq4upNNpCIVCuFwuLC8vo7GxEX6/H+Xl5ejr68ONN96Il156iQo4TqcTmUwG/f39KCkpISprNBoFn8+H0+nE/Pw8qqqqcO3aNWzbtg1LS0uoqamBRqOB3W6nxN3hcGBhYQHNzc3w+XwoLS3Fc889h9raWgiFQpSVlRFN1+VyIZPJYM+ePdStZvcrj8dD90+v1wuHwwGbzYatW7dCo9FAKBQiFAoRje7f/u3fcMstt0ClUkEmk0GpVILP58Pv98Pn84HP5yMnJwdyuRx+vx+xWAznz5/H/v37AYDu/xKJhOiTTqeTOsqsw8ISbqlUStSbcDgMnU4HpVIJu92OeDwOq9UKPp8PuVxOxVPGoLBarZDL5VAqlbBYLNi9ezecTifi8Ti8Xi+sVitUKhX8fj9MJhOcTid6enpgt9uRSqWgVqvxt3/7t7j33nthsVjQ2tqKmpoazM3Nobq6Gm63GwKBAGKxmO7Fly5dgsFgQCKRgE6nQyaTwbPPPos777wTR48eRWtrK8bHxxGLxfC+972P1q7NZkNeXh6tX4/Hg3A4jGAwiPLyckrKtVotUqkUIpEI3G43qqur6V75s5/9DACwfft2mM1mKkDk5+fje9/7Hj7wgQ8gnU4jnU7j5ZdfRk9PDyYmJiAWi1FdXY1MJgOPxwORSISLFy9i165dyM/Px/nz59HY2IhgMAi/349oNAqDwUB/91AohI6ODjpfRktjLJDe3l4A1+lPVqsVVVVVmJub+63r+12XIADA008/jcbGRmzfvh0ejwe33HILjhw5QhfAmwXbaHbu3ImCggLYbDaqyKrVarzwwgv4wAc+gMnJSdpQGdd0dXUVfr8fMpkMZrMZzc3NEAqFiEQiOHr0KLZv3w6VSoVz585RhVogECAWi6G0tBQKhQLr6+vQ6XTweDyYnJyEWq3GsWPHYDKZwHEc9u3bh4WFBXR3d+Py5cvo6urC8vIyvT6dThPXnwU509PTKCwshMfjoU1CJBIRDy4cDiMcDlN1iwUJQqEQWq0WPB4PwWAQMpmMstBoNEr6BJfLhcrKShw/fhw9PT148cUXUV5eDr1eTxw9dkN0u93E7WQBjFarRSaTgcvlgk6ng1AoBJ/Px/PPP0+VxaKiIuIJswrY1atXodPpsGvXLuLM5+fnw+l0UrWfdQU0Gg30ej3pKZaWllBUVITx8XGqLlosFvT29iKZTCIej0Mmk1FlRafTYXFxESKRCEVFRRgbG0MikYDFYkFbWxskEgmi0SimpqZQWloKgUAAs9mMvLw8lJaW4syZM5BKpUQ927JlCyYnJ+Hz+SCVSlFdXY10Ok3cd7/fj5ycHKytrWF9fR0mkwk8Hg/5+fno6+vDtm3bwHEctFotzp8/D5lMhubmZkpm2eeORCJoaGjA0tISXad8Ph8ymQx8Ph/PPvssiouLoVAoMDMzg507d2J6ehrNzc1Er2EVVkaRiEajiMVi2Lx5M+x2O3w+H6LRKORyOYxGIx555JG3NIh4q9Y3W9vs3JRKJZRKJZLJ5IbOR2VlJTiOg1QqBY/Hw/j4OJqamohm19raSt2DTCaDjo4ORCIRJJNJCjqZNkkoFCInJwd2ux0ulwu7d++Gx+MBx3HEQ2e6HVbJEQqFRB/p6+ujijXTh/j9fuKfs+QklUphfX0dHR0dyGQyxFk2GAxwuVzQarWYmJhAbW0tBaJMR6BWq4nCxJIN4DptJxaLoaSkBGazGSaTCcFgEAsLC2hsbIRUKqUui1wuh9lsxt69e5FIJJBIJOiGJZVK4XA4iGrl9/vx7LPPQiAQwGQyoba2FplMBnq9HidOnEB7ezvm5uYgl8tx++230zpmlVm/3w+n0wm5XI6pqSlUVlZSwOH3+0kjcfHiRbS0tIDjOFgsFnR3d8Pv92NxcRGFhYW0to1GIwYGBlBRUQGVSoXjx48TVUoqlUIoFCI3NxdDQ0NEEf3JT36CqqoqFBcXQ61WIxQKIScnBwBQVVWFCxcuUAJVXl4Oq9WKoqIiKBQKXLlyBU1NTZifnwePx4Pb7UZDQwMSiQQikQjUajXOnDmDzZs34+LFizAYDGhpacHExAQlTQ6HA8PDw/jABz6Aw4cPo7y8HEqlkq49g8GAqakp+nwjIyPo7OxELBZDPB4niub4+DgFOYyKde3aNQoIU6kUkskkZmZmkJubS5Sgd+razsvLg0gkgtVqBQDk5+dTgamrqwterxfRaBRXrlzBbbfdhlgsBq1WS/SY/v5+qupXVlbCbDbDZrNh165duHjxIuRyOerr6yGRSEgLYDAYYLFYSOcyMzODtbU11NbWIhAIYGZmhtYFC8CFQiGCwSCxB2KxGGQyGTKZDBULr169iq1bt9K9JCcnB6WlpTCZTKRH8fl8EIlE1Pnm8XgoLi4GcL2QwCjGLAFha8nlcmFoaAi7du3CP/3TP+Fzn/scaQObm5tpj2AdwfX1dVRWVhIzIRwOo7S0FPF4HHa7HcXFxaR3OnPmDMxmM1paWohpoFAocPToUfT09OBnP/sZtmzZgn379lHnraCgAAsLCwgEAkgkEshkMpienkZeXh51k9LpNKamplBUVITJyUmUlZXB7/fj2rVruP/+++H1ehEMBiGXy5FIJKjgODY2RpoqRmMeGxvDDTfcAIVCgVQqRcU9iUSC48ePo6urC4WFhZifn8fExASA6/eF3t5enDhxAt3d3Xj55Zexc+dOaDQaWK1W0mIuLy8TOyOZTCKTySAajZK+0u12o6mpCadOnYJAIEBdXR3m5+epEJWTk4Of//znOHDgACYmJtDV1QW32w2pVIpYLIaysjLMzc3B7/dT8gUAc3NzmJqawh133IGTJ0+iubkZiUQCS0tL6OnpwdraGhKJBJLJJCoqKjAzM0OaLKZTOHv27HszQRCLxfi7v/s73HnnnYjH40gmk/jqV7+KF1544Xd6H7bRPPDAAyT60Wq18Hq9xB+ORCLIZDJIJBLw+XxIp9NEUZmZmYFOp4PBYIBQKIRAIKCMNicnB7FYDDk5ORgYGEA8HkdLSwu8Xi9sNhusVit27dqF+fl5qoyzVq9Go0F/fz8OHDgAq9WKsrIyxGIx0kQA1y+Q0tJSRCIRbNmyBel0GgKBAMlkEuFwGJFIhHQFjC7B5/ORm5uL5eVlyOVyACBBU35+PsrLy5FOp+FwOEgopFAokMlkoFKpIBKJ6EJjomKr1Qqv14vZ2VnU1dUhEokQjaWiogITExMoLy/HysoK2tvbSVAYiUQomDh79ix6e3sRDofh9XphMBiodXrmzBkcPHgQ4XAYTqcTt9xyC1VkiouL6fvUaDQoLS1FNBrF7OwsFAoF3cSbmpoAgIIuVrU/c+YMtFot8vPzoVarIZfLMT09jcOHD2PPnj24fPkympubAVxv5adSKVgsFlRXV0OlUqGgoAAymQyRSIQ6GCKRiLjHDocDMpkMw8PDqKqqgl6vx7Vr1zA0NITy8nLMzs7SjctsNqO6uhpVVVWYnJyEXq9HMBjEpk2bkE6niffe0NCA0dFRNDc3E+e9oqICfr8fx48fR0VFBYlUFxcXcfPNN0MikcDhcGB6ehr19fUAgMcffxwHDx5EdXU1FhcXcf78efT09KCuro7EzJFIhK4Zv9+P8+fPw2AwoKuri4SUf/EXf/GWBxFvxfpma5uJjhcWFiAWi0lzw2wSNRoN1Go1CRhfnVCvrq4CANEMT506hZtvvhk+nw+ZTIYqbH19fdixYwfUajUEAgEOHz5MuhWWGLhcLhiNRoyPjxP9Z3Fxka5htVpNVTexWIyFhQWUlpZCp9PBZDJRgp9IJEgozm5WjIOu0+kgEAgAABqNBl6vl/6WZWVl4PP5WF5exjPPPIOenh6oVCoKWHQ6HVVO1Wo1BgYGcPr0abS1taGyshJWqxVisRj5+fkYHx9He3s7AoEAysvLMTo6ihtuuAFGoxE5OTkksl9fX8f58+exZcsW+Hw+WK1WFBQUkBbk0Ucfxd///d/D6XQiGAzitttuQyKRwPz8PKqrq+H3+zE8PEy6gUwmg4sXLxK1IplM4vbbb0csFqPCB9sHH3vsMWzbto0S7Xg8jr6+Ply+fBkHDhzAyy+/jO3btyOdTpMZRTgchslkQk1NDQwGAziOI3EvC+5ramqgUCiI3x8KhdDQ0IBIJIKVlRUsLCxAqVTC4XCguroaPp8PwWAQ3d3dUCgU8Pv9FMy53W7Mzs5CpVIhFApRR5DxqKemplBYWIi1tTUYDAZ4vV6sra1RYSUUChF15NKlS6iqqkIqlaJOGEtmGHWntrYWFosFPT09GBkZQUFBATQaDTiO20C/kEgkWFtb25Bgv1PXdjgcRnl5OaanpwEAZWVlqK2thc/nQ2trK/x+P1HKRkZG0NvbC6PRSF1VHo8HlUqFeDxO94VMJgO3241Tp05RV3ZhYQF2u52+R6VSiYGBARQWFmLPnj00y0Gj0UCpVMLlcqGkpISoM52dnVhaWgIAMozYvHkzVfnZvZAlfXw+nzpZKpUKeXl5CAQCVFlnccWOHTvQ3NyMTCaDQCCAqakpJJNJ5ObmksGCXq/H0aNHUVlZiYaGBhIoC4VCyGQyDA4OoqKigirzTDBfXFyMiYkJbNu2DWKxGFKplM4tHA7jxIkTaGxsRDQahcPhQG1tLVnYXr16FTt27AAA2Gw23HjjjQgGg9RRc7vdVLgzmUyIRqOw2+2QSCQAAB6Ph5qaGvB4PCqIsGLGyMgImRs0NTVBIBDAYrHAYrGguLgYR44cwbZt25BIJGAwGHD48GHU1tZCoVCgpKQEOp2O7gMvvfQSent7IRAIUFBQgEgkQhohVnQQCASYnp7GwMAAUQcbGhqoGr93715oNBqMjIwglUqhsrKSTAACgQCee+45PPDAA4hGo5ibm0N9fT3t56urq7hy5QqcTicqKytRXV1NRiiJRAIejwcmkwl8Ph/j4+NobW1FOBxGcXExhoaGUFpaisuXL+PQoUM4c+YMdu/ejcXFRbz00kvYt28fTpw4gbKyMshkMmJMMN3cm+n+vysThLcKbKPZv38/KfNzc3MhEAhgt9spa2U89XA4DJvNhkwmA7lcThk6czhgLTKZTEY8dObAwyr2FRUV5BjEqjapVApOp5OCf7bJsAuZCXQkEgkF9Ovr67BardDr9SgsLCQlPHCdT802RbVajWeffRa33XYbdSzOnDmD3t5eBAIBFBYWoq+vD/v374dAIKA2PBOGMcpNOBxGJpMhZ6GcnBy89NJLRDOIRqMkEnO73TAajURjWV1dRV5eHsrKyqhyajKZKJiZm5ujDs3x48fR2toKg8GAc+fOoaGhgUTQTCQaDochFAqpsvqLX/wCd911FwoLC8FxHLmr6PV6qFQq4gDG43EKIMRiMWZnZ6mSCly32RsdHUVJSQlisRhefPFF5OXlQSaTYWBggDZDHo8Hk8mEyspK2qh4PB5VVxh1IZ1O48KFC2hqaoJIJEJpaSlOnz6N+fl5AMAHPvABBAIBqNVqjIyMQCwWY9euXQiHw1hYWEA6nUZnZyfi8Tj6+/tRXV2NtbU1qNVqBAIBBAIB0oUEg0EsLi5iYGCAnBMYDcTlciEYDGJ2dhYFBQUAQJVMFmhcvXqVqGvMKUYgEGBpaQkVFRXk3CUQCEhoH4/H8c1vfvMtDyLeCvx6BwG4fmO32+0QCoVIJpMoKCjAzMwMVCoVWS0yfjQT7QFAd3c3OXbU19dDJBLB5/NBpVLB5/NBIpEgFAph06ZNEAgEUKvVRB/Jzc3FE088gd7eXmg0GrjdbtTV1UEkEiGZTCInJweBQAB5eXlwuVwwGAxwu93kSuR2u9Hd3Y14PA6xWIxwOEyVfL1ej76+PqJCaTQaxGIxuN1uFBQUgMfjwWq1oqurC0qlkpzVeDweRkZGUF1djVAoRLqIuro6+h5GR0eRSqWgVCqpq1hQUICrV6+is7MTc3NzGBkZITHr/v37KfBlyXMymcTExATW1tbQ3NyM559/Hlu2bEFeXh6+//3v4+DBgygsLMQjjzyCO++8k7owLCjyeDw4efIktm7dCp1OB5lMBpvNhtXVVSwtLWHr1q0oKSlBKpWivTgnJwfpdJoc6TiOQ15eHtbX1zE3N4empiYSL6vVatLTaDQaANd5wiaTCQUFBZDL5Ugmk5icnKQCksvlQkFBATk3mUwmmEwm5OXl4cUXX4TD4YDBYCBe89zcHNHXdu/eDbFYjOnpaWQyGaRSKUrEWQIVi8XQ0dGxgdYQCAQwOzsLj8eDrq4u+Hw+aLVaVFdX46WXXkJhYSESiQTkcjkWFhYgFAqhUqmoKs6oZTKZjO43lZWV6OvrI0HoqymxTOty/vz5d/zaTiQSiMfjG+YiMPMHpiP0+XzgOI644z6fj8T47H5gtVqh1WpRU1NDCdb4+Dji8ThisRjx/JkLDusUMgcfs9mM7du3k0MMj8dDLBYjimsikUBlZSW5CbLuHas05+TkYHFxEcvLy0S5uXDhAm6++WZwHAedTofBwUF0d3cT9eXYsWP44he/CABQKBQIhUIUU0ilUopF1tfXUVVVhUQigVAohJMnT2LLli0Qi8UIhULg8/mknYpGo9i6dStOnz4NrVYLpVKJ4uJiClKVSiUkEglp05hT2okTJ8jE5PDhw+jt7UVjYyN+8pOfYM+ePaT7SqVSMBgM8Hg8+Pu//3t88IMfRFtbGziOo3seS0Rqa2sBAOFwGDweDxzH0X2bufMIBALodDpMTk5SgeLRRx9FR0cHCgoK4HA4kEqlsLa2hurqapw9exaf+MQnEIvFaL0BQF1dHU6ePInu7m6IxWI4nU6i3TKhdF1dHWZnZ7F9+3YEAgFkMhmiU+3YsQMjIyNwOBy44YYbaG4Ho2pHIhGMjY2hvb0dLpeLChE+nw/Ly8uYnp7G1q1b4ff7YTabcdttt8FisZChiMFgIEcsxsSwWCykCWR7JnM+W1paQnNzM1ZXV0k3yTqP586dg1qtJtr3b1rf/6NsTt8IrMJks9ng9XqpymWxWJBMJmG1Wik4Y9y3qakpDA4O4sYbb8TKygrZTLGkwOv1QqlUIhAIULDIOGNisXiDZWBOTg7ZqTI7NlYlYtw6gUAAuVxOIj+28TGb00wmA6VSCeC6r7TH44HH44HFYkFjYyN4PB4twJ6eHsrgNRoNRCIRcaqj0Sg4jqONk1Wjmf0nAOLBbtq0CUqlEvF4HMXFxcTh/8d//EfceOONVMlg1qb9/f3Q6/UoKyuj6m0kEoFIJIJIJKLslnVMmLjaarViYWEBVVVVmJ6eJt0Aqw719vbi4sWLxG9mTi0WiwXbtm2D3+9HJBIhy1YWyIRCITidThiNRszPz9M1oNPpSLB+4sQJaDQa1NTU0GbCqoQulwsCgQACgQAvvvgimpqa4HQ6EYvFyCKvtLQUgUCA+NAsIWFVH1bhZUEQj8eDQCDA8vIytm3bBpvNhrW1NarcMntLsVgMtVqNpaUltLS0YH19HS+++CJxqp1OJwUabBNh72Oz2WA0GqltKRQK0dzcDI1GQ9cEqxQx9wSxWIz19XU0NzeTfSL7Pt7JYHqDwsJCLC8vo6KiAmazGSUlJfD7/airq4PVaqUAXSQSQa/XE7WNXW9OpxONjY2IxWIYHx9Hd3c3rl69iu7ubkxNTcFqtZITCatqM6rY5s2biZrA6DtMRBmPx4niV1FRgWQySbQS5ljEtEgKhQJWqxXpdBoLCws4deoUurq6KEgaHx8nPvTU1BS2b99Of0tG4zEYDBCLxdDpdOSowufzKajU6XSYmZlBaWkp1Go1WThLJBLk5OTg5MmTWF9fR2dnJ1XpXC4XFhcXYTabkU6ncddddyEajZKrC9NZMQExc+bR6XRwOByorKyEUCjElStXYDQakZ+fD6/Xi/n5eVRUVODKlSvU0WUVRoFAQL766+vrsNlsFCxIpVLiXjPagcFgwNzcHIqKihAMBtHe3o6rV6/CaDTC4XBQcvHyyy+ju7sbsViM9ClutxsKhQIymQxutxt5eXno7+8n4era2hr0ej11MZgmxeVyoaOjA4lEAnw+n2wkU6kU8dmtViuSySRZaRYWFuKFF16grvCrNXFMB8WKDS6XC21tbdTl9ng81PXatWsXxGIxCgsLsbS0hOrqahw7dgwtLS3Iz88n/QxwXYfjdDphMBiQm5sLr9dL3/M7HawSLJfL0dDQgL6+PggEAoyOjgK4bi/McRwWFxdpra2uriKdTpNtpNVqRW5uLgwGAyVJZrOZRJ4sYGXccJaQCAQCHD9+HN3d3UQnzcvLoy4RC8DY3ywYDMJoNEIgEEAqlVJysbi4CL1eD5/PB5fLRd31bdu2Abje5U8mk9DpdLh27RouX76Mj33sY9i5cydZMYtEIqLwsE45cy1kFDqtVotgMIi2tjaKRYxGIwWYzz//PG699VYkk0ly4llbW4PNZqOErLy8nBz6AJDGhXXqkskkmpubUVZWBpvNhoWFBWzfvp3sSIuLi7G+vg6Px4MPfvCDmJ6eJqtdvV5PNNsdO3YgEolQQcTv95PAPRgMwmKxIJVKQSKRIJVK4dq1a9i9ezemp6fx8Y9/HCdOnCAbYFbcO3v2LEpKSmCxWACAXKJaWlrwi1/8AnK5nLpGrKs/OjqK1tZWWoMtLS1IpVI4efIk7r77bgiFQuzatQuhUIhiMbVaDbfbjVQqhVgshrNnzwIAPvrRjxLtjXUDxWIxrly5AqVSSYkA02wyi1e291y9ehXr6+tobW0Fn89Hc3MzPB4P4vE4eDwe+vr6kJubS3vR6urqBg0UAEqOf9O8sFcj20EIBnH77bdjdHSUNmGj0UgUlVdXzhgfkbmH5OTkIBqNwuPxoKWlhVp67IZ46NAh4mufPHkSnZ2d1FkwmUx0s1lZWSHHnZWVFVpEbAGEw2FyUGGBPI/Ho4oIq4QolUrixRUXF0OlUpEV3t69e6mymUgksLi4CIFAgKNHj2Lr1q0Arme7VVVV8Pv9ZFGo1WqhVqupIsKyVJlMhkuXLhFNymAwQC6X0w07FosRj12n0yGZTEImk0EmkyEWixFXMpPJ4MKFC8Q5TiQSqK+vJw2F2WxGaWkpvF4vampqaM7CysoKTp8+jaamJrz88svYv38/HA4HtWpdLhdqampQX1+PeDxOiUEqlSI/+UAgAJ/Ph6qqKiwtLSEcDlOywlxB2O/n8/nk8sEqQSxRYE4OfX19VK1dX1/H2NgYCgsLUVJSgqWlJapOhMNhXLlyBbW1tSgoKKDvjlGvGMeZVZCZNWJubi5cLhc8Hs+GxLG3t5d4uHNzc/Q3Y7xRZvtWWlpKgjhWkWEUBolEApFIRPaJLMns6uoid5Xc3Fxy9WCf8ac//ek7uspYVVUFm81G1nrA9QSXOTMBIGraqzUBjCLAZnxwHAcej0fWfAcPHoTT6YRCoUAymaRK3MDAwIYK8MWLF8kr/cyZMwCAzZs3Y2VlBW1tbcSFvuGGG0hPwjb96upqqi4yuz5GIWTdh76+PjzwwAPERWZaktXVVQSDQSQSCWi1Wly8eBH79u0jwTwLHlkFWywWkz7C7/fD5XKhtbUVAGC321FRUQGPxwOhUIhUKkUWu/n5+YjFYhT4MHtGNlfj/PnzkEqlWFpawtLSEg4cOIAXX3wRZWVlcLlcZNSwdetWpFIp5ObmYmRkhOYWMJof29MOHz6Mu+66i1xMGNWN0TQYHZI5jzE6ksViIUczZq1ss9nI/5+ZEZSVlWFtbQ3T09Pkj+/3+0l/wl7b398PhUKBbdu2QSgUEiXK4/Hg4sWLMJlMuPnmmwGALKxXVlag0+mIOnL27Fk0NTVheXkZfD4ffX19qKiooGr/0tISysrKsLS0hNLSUrrxM0ocC0DUajVmZ2ehVqvhcrlQX19PnSm/30/zDhhd0Ol0QqPR0LyOiooK6HQ6Si4qKiowNjb2R6EYvRV4ve4gu/bYLI6cnBwUFxdTwM7uqzMzMyQ05/F4yMnJwfLyMkpKSsisYd++fZiYmEAoFKJuLwsMmTC2oqICa2trkEqlSKVSmJ2dRVtbG6xWKwwGA1GBioqKqBPHcRyWlpbI6choNILjONIjsKC3pKQEa2trMJvNuP/++0kH6Pf74fV6IZPJ8Morr6ChoYGsgGtqajA7O0uJN7McZV28lpYW+hmjqY2MjMBgMJBLm1AohMfjQTqdRllZGX1HzJaddZ+YVuXChQvQ6/Ww2+1QqVQoLi7G+Pg4dDodLl++jMbGRgiFQnKJlEqlWFxcxD//8z/jYx/7GPr7+1FbW4uRkRHk5uYimUzC6XTCarXiwQcfpGIX6wSypMTn82FiYgKbNm2CzWaDx+NBKBSCVquFVCqFRqPBhQsXUFFRQbQ9Zkns9/uJAcESZabZY0ldSUkJVldXYbfbodPpiKrI1hu7F7DXsJlFLAlk3SxGdzaZTGSJzuZsMH0P21vn5uaoMMp0jyUlJcjPz8fMzAzFD0xMziiXwWCQ5qQwbQ2b/WCxWGC1WtHc3AyHw4HS0lL4fD7SmbwZDUK2gwBQ6wq4zmEMhUKYnZ2ltntfXx+16hjdiAll8/LyMDs7C41GQ7SMsrIy3HTTTRAKhQgEArBaraitraUL9dy5c7j11luRSqWwvLyMTCZDGeOLL76Ij33sY1haWiLqkEKhIDGOXC6nARlbt26lgRiM65xOp6HValFWVoZkMklZvVQqJVEsu8EDwCc/+UmYTCaqhM3Pz2NlZYXGcDOPd6FQCKfTiZaWFhJCsuEpTPGfTCZx7do1cjoZHx/HnXfeCbvdTo4CzL4NALXtmb3awsIC0ZIY/5c5yjAREI/HI+Exo0v09vaioKAAs7OzNFCtvr4ewWCQ2oShUAg2mw3FxcVYXV1FUVERbQxs0QPXHZHUajUKCgqoMuh2u7G4uIhdu3ZhfHycKr2tra0kINy+fTu2bdtGtCmtVguBQAChUIizZ8+ira2Nqvl8Ph8VFRXkdsMG0EkkErKZ0+l0CIfDCIVCuHLlCpqbm2lADPsdUqkUjY2NsFgsuHz5Mu644w6qhl65cgUikQhisRjBYJBukA6HA52dnbhw4QIqKysxMTGB+vp6TE1Nobq6GgDI2aapqQmvvPIKUVgYNcfj8ZBQ7Z0OHo9HgW9rayvZxDGYTCbirrpcLnq8tLSUbpQajYa+c5fLBb1ej5mZGaRSKZjNZtTX1+PatWvYvn07cnNzSazucrmwefNmqtADwJYtW6BQKHDjjTfCbDbTTBGDwQCJRIK5uTmaBRKJRDZYQrLEjHWehEIhGhsbaXCSUqmERqNBOp2m+RqbNm1CMplER0cHZmZmyEefCaDn5+epGlZaWoqFhQVoNBpyT2E6Br/fj1OnTmHTpk24cOECjEYjOjo6EAqFwHEcVaPX19dpD2JB9+DgIBkiMBqOVCrd4PBitVpRXl6+oRDhdruxfft2cnthfuaMtsMElIwWyXRfTIwYDocRj8cpuLJarSS4lkgkpLli1X02OMvv96O+vp6GWTIOONu3CgsLUVdXB4/Hg6WlJQgEAupSicVibNu2jWiA7J5RVFSEl156CQ0NDRAIBLTmp6enyW2EicrdbjdKSkqgUCjg8/lQV1dHHTyhUAibzYaVlRWoVCrU19fTgLmVlRXk5+djaWmJuoxsroFGo4FOp8P4+PgGGiMA8Pl8ulfw+XxMTk7SQLt3OlhiwAbGjY+PQywWE1+9v78fdXV1REvdu3cvDcnyeDzw+/1oaGjA2NgYWlpaaAgaM9MoKytDT08PXC4XpqenEQwGYbVa4XA40NLSglAohGg0ipmZGeTk5ECv1yMWi6G4uBhCoZB49YzKqVar0d7eDuC6EQrTCUYiEdTV1VEXWaVSoaWlBVKpFCKRiNzM2LrZvn07GSxEo1GcO3eOOoKsUn/lyhVIJBLk5eURFdbtdmNqago33XQT2TWzQDaZTGJ5eRl6vR4SiYT0EKy4wnR4rJsoEolIYB2LxVBbW4vp6Wm0tLSgsbGRBrIx621mTsKcnMrKykiwfPnyZWzevBmdnZ1kQJBIJKBQKDA1NYWGhgZ4PB6oVCpyCxQKhTR/qrS0lGY+vPLKKygrK4PZbIbT6cSNN96Iqakp5OTkUDdwYmKC9latVkuGBzfffDOWlpZQV1dH9DJWNAqHwxgcHIRMJiNGRTqdRnV1NU6fPo26ujosLi6ioqKCTEyKiopw5swZiEQi9PT0QK1WY3BwEDU1NVQkBYDV1VViVLCuD+v8Mj3i6dOnUVVVRXQ3k8mEvr4+Mk6pra1FdXU1kskkjh8/jl27dkGtVpNmhTFS5ufnyXL5tyHbQfgvK0RWecrJyaGhJ3fddRdx5RlnlLXwmN2YwWDA3XffTUInqVSK0tJSCqCSySRVqnNycsgeiwn12KKMxWJwuVzIzc1FY2MjIpEI8vLyoNfryeWE8clUKhWEQiFlsZFIBAsLC+DxeIjH46SWZ5ShUChEHtAsKNfpdOSNHwqF4HK5iONvtVqxvLxM1mysY8CmPrOJyMxWkQWuKysrKCwsBHCda7iwsEBBUn9/PwVoWq0WBoOB3EXYhOFkMomFhQUUFxeTG9INN9xAbd/i4mJEo1Hk5+fj6tWr2Lx5M00gZhxHgUAAHo8H4PpQr/n5eezYsQPhcJjsUHk8HrnW6PV6cpmIRCIoKSmBSCQizn1JSQnZTjJ70oqKCoyOjsLv96OwsJCmP1dVVUEmk8FgMODUqVNQqVTkPXz16lUUFxejqKgIly9fxo4dO4j7GovF0NnZSRuCVqslwRwLJhiljE1MZe5HBQUFMJlM9He9fPkyWlpa4HA46MbR1dUFoVAIqVQKu92OzZs308TwY8eOIZFIYHZ2FjKZjNYC63Dk5eXh7NmzqKurQyAQgMvlgkqlQk9PD0KhEE6cOPGOrzIyIS5zE2Li/rW1NXK1Ki8vh9/vJz0KG4rDvjsAtG5Y1YjjOKIQsECF2V6KRCLiPbM1v7S0RFaDbAAOG7bEKImMfsBocUxrwgYMJRIJ9Pb2khCYJfWsmsWE+cxRKJPJEHVy586d4PF4WF1dpaobo5IplUrqYrKkn/GYmUsIsyEViUSYnZ1FTk4ONm3ahFOnTqGnpwfHjx/HwYMH8cMf/hBNTU1E4WB0jOeee46mkKdSKdTU1JAtMpuczHEcDh8+jHvvvRfA9YSsqakJwWCQJtSLxWKcP38ezz//PD796U/ToDur1YpQKASPx4Py8nIUFBRAKBRifX0dfr+fKowKhQKXLl3C/Pw8uaswfRezWWVe4iqVihJ81oVkurTp6WncfPPNGB4ehtFoJIepTCZDlI26ujr09PTAarVicHAQer0eTqcTN9xwA03mZvvQ2toa/H4/jEYjDehj63ZpaQkWiwVbtmzByMgIotEoNm/ejCtXrqC4uBgikYgCfjYP5fLly7Qeuru7KVm4du0agOtWjEzHJhAIcPHiRQDXA1f293wnr+3GxkaidTEjDoVCgcLCQqRSKeTl5ZFmsLGxkShhrCPEqvjBYBBerxcqlQq9vb3k9MU6g6wwlUwm8cgjj+DQoUOQSqVIJBIAQLRNprthQ7JkMhlCoRAcDgcVu9g+zQZamc1mKuR4vV60tLSQYDoWi8Fut1PCs76+TkE1Ezd7PB4a1udyuah7yDqREolkg1sS62gwXUowGCTqnc1mQ0lJCaampqBUKlFfX48zZ84QvXXr1q3g8XhE7XvllVdIfP/yyy9j9+7dlLzfdNNNNLywoaGB9JAXLlzATTfdREUCRveNx+NEkZqamkIikUBHRwcWFxdht9vpnh4Oh6nbzuPxKE4CQAPCnnnmGVRVVaG0tJRmPaXTaXIVYpSqy5cvo6ysDJlMBjqdDhqNBs899xwNGS0sLMTc3BxSqRQl3mq1GrW1tbhw4QIikQgOHDiAQCCAF154AVKpFIWFhaiurobZbMb09DSamppIKzMwMIB7770Xv/jFL3Do0CEkk0lwHIdr164hJyeHKHKFhYU0rPfAgQNkkMNo3MFgEMPDwygsLITT6SRnODbgra6ujuiuLS0tpDGLx+MYHh6GRCLBLbfckhUp/zawjYb5y7e1tSEej5NLRUtLy4bgi1Xpges3rpmZGSwvL6OmpgaVlZVEnykoKEBhYSEFEazVy+wmGY2E+Vgz5x673Q6v14vi4mKawCyRSDA5OUmVi56eHnqfgYEBdHd3Izc3FwBo6A6z92S6CGZtxTYadlHl5eXR+G0WaMpkMqrora6uQqFQ0FAhpoOw2Wyw2WwoKipCIpEg6gUbFOPz+aiSxwIA5vwEXOe8vvDCC+jp6YFSqaTuQWNjI2kOdDod0QeYSJcJRKurq7GwsEAWaPX19eR8ZDQawefzIZFIsLKyQtZ2Xq+Xgp10Oo2JiQns378fr7zyCvbu3YtgMAiHw0HVCDYxMxQKkX84u5GGw2FMTExALpejuLgYc3Nz9LlYC5YNtBsbGyNRq9/vR2lpKU2Ozs/Ph8PhQCQSwf79+zE9PU2TG5ndptvtRlFREVmqKpVKSrLsdjs++clPIhwOY9OmTdQiZ5x1j8dDgZPBYCBaCguYW1pacOrUKRQXF6O/vx95eXnElwVAf1ur1QqFQkG+43a7HW63G3v37sW//uu/vqODCFYFY/aOr55TYTQaIRaLyXmDtcHZd8s4pUyoDYDsa1mVj9FHmGYmFottqGoyrnw8Hqe/IZ/PJ6H8wsICHA4HhoaGcOjQIeTm5tL1wURovb29WFxchEKhoCDPbrdThdlqtRJ9jE03Z5QjpVIJkUhEnvisIOF2u6nVbjQawePxIJPJ6HpkXvzM+YlV+4HrLX42UZp5sQOg6/vkyZOorKyk6iDrbjDP7ry8PBQUFMBisaC8vBzPP/88ysrKyNGETVv/zne+g7vvvptoP8yv3mAwYHV1lQosDocDo6OjtI9FIhH09vbiP/7jP3DfffeRo5vdbkcmk0F5eTksFgtRH4Hr3vAajQYnTpygjtru3buxtrZG1FM2OC+RSCA3NxeBQABjY2OYnp6mgGR8fJxcgPbv34/nnnsOhw4dwrVr16iTy5JIjuOwtraGlpYW9PX1kcMK00/t3LkTL7zwAgVmYrEYR48eRWdnJyWRbB6J0WikadGpVAp6vZ72PzYplhVeCgsLUVxcjOXlZeoSs6IUswKempr6o9icvhV49dpmQzAZNaayshJarRarq6uorKykxC83NxdKpRLDw8Ow2Ww0nE6pVNKezYZ9svXNOmc8Ho/mfbhcLrLyZEMKg8EgLl26hPr6egoGWXLCks6ysjIS+LJiVENDA1WUc3NzEYlEwOPxsL6+jmAwCD6fj9XVVXKmY5+ZJb7MjIAl4YxK5/f7ie7CdINisRhutxvz8/Nk8RmJRMhAhdGP2T4WDAbJgYztPbW1tbh8+TK6u7uh1+tx5coVzM7OYseOHchkMmSTzfYMNujrlVdewe7du1FXV4fh4WE0NDRgZmaGugx2ux0FBQVkD7q4uEjzfNh08NnZWdhsNuj1enR0dODll1/GBz/4QaLQMX2JyWTC/Pw8zVDJz8+H0WgkWs/Vq1fJ4cvhcGBmZgZtbW0wm83o7u5GZWUlXU9M28k6BefPn0c6nSaLZDbHxmw2E02RdV5HR0eJHlhVVQWBQECUVY/Hg8bGRqhUKoqhBAIBnnjiCZhMJgDXnfPYdPRoNEpzPe655x4sLi6SNqOqqgoTExPIz8+HUCjE+Pg4DbZcXl5GMBik4Z8VFRV0bTLnpGyC8BvANpobb7wRr7zyCnHHtmzZAp1Oh2effRYf+tCHqDrN+PvBYBChUAg+nw9ra2vg8/kkPGWuNGq1GhqNhqq2ZrMZ+fn5pEHo6+tDOp3Gli1biJbEaDDJZBIWiwW7du2CXq8Hx3FYXV3FP/zDP+Chhx4Cn8+nmyZztWFtaKFQCIfDAYfDAQCULLA2JRMSarVaEm81NDSQ9zi7oTD71VgshomJCRLGCIVCxONxuN1umsHA3A6sVivx89hAGTa9lVVCAJAYm9mXse9lYGAABoOBHFh8Ph/MZjMkEgkGBgZoEjCfzyf+J7NxYwEAm9rMhqpIpVKEw2F0dHQQb35wcBAikYgcpgYGBnDnnXdidnYWV65cwZYtW7C+vk5VvEQiAZlMhqmpKZSXl1PFg8/n09+bJWRsXkF1dTXZi7788svIzc2loXZCoRBKpRIXL15EeXk5CUFZ+3ZychItLS2YnZ1Fbm4udWmYLR3HcWTtxwKr1tZW5OTkkOCW2aK5XC6cOnUKW7ZsgclkooCNVb3cbjf5IxcUFODSpUvIzc1FVVUV+Hw+6T5Yp0qlUlEHQyAQ4AMf+MA7Oohg072VSuUGl5a1tTUUFxcTLzuRSFDglkwmqTpXWVlJ7f94PA69Xk830urqahJ7sgpUIpHA2NgYXC4XOjs7odFoaK6H1+tFIpGAw+GAyWRCcXExDem6fPky+WmXlZUhGAxidHSUnCeYTiUQCODEiRMQCoUoKSlBdXU1dTYZX5rZdQaDQRgMBqTTaeTl5ZFY1mw2E2eX6UvUajVkMhkNKGPc9sLCQmg0Gthstg0++/X19di+fTutdbaemA4qGo0iEAjAaDSisLCQbJNZtWtpaYmq9P39/aioqIDRaKRixvLyMtRqNYqLi6miOjc3RwHfnXfeSd9dXV0dZDIZPB4PzGYzFAoFUSj7+/vR29sLu92O8fFxMkE4c+YMenp6MDMzA6VSicHBQbS1tdEQNZPJRN2hhYUFTExMoKCgANXV1aisrIRAIMDk5CTm5uYoUDh79izKysrQ1NSEo0ePoru7m86LiVIBkAMOux6lUimJL1kyabVasXnzZohEInJpqaurIxe31dVVCAQCDA0NIRKJAAD55vt8PtLCsenn5eXlePHFF1FVVYXc3Fx4PB6srKygp6eH5newabhSqRQej+cd3x3s6uqCw+Eg449QKEQzcYDrsx5WV1ehVqupM+Z0OlFcXExrpbS0lKbndnV1bUgEWXeXJY8ikQgjIyO4cuUKDhw4AD6fT1N6p6enqSjFppMD16c7P/nkk9i9ezcymQyqqqrg8/nw2GOP4b777kNraysJnJlLIp/PJ4EtE+86HA4qwgH//4wh4HpnnXner66uUleQuQeywV/A9aKP2+1GNBqlmSLMFY3ZbhYWFqK7u5uYElKplBzQvF4v4vE4DYZjM0O0Wi2KiorIItZms0EoFOLq1asYGhrCRz/6UQCA1WqlzgHHcVAqlVhdXaX3dLlcOHDgABVkmTNSOBymuRWpVAp2ux1zc3O46667cPHiRUxOTuKmm24i7RUzpaipqcHTTz8N4Dq9kyVPZWVlCIfDmJmZQW1tLRUeWPLlcrloorlCocDKygqam5spBlxZWSGK19mzZ6nY2NLSQnR0VigaGBigxJXZ4LMiQnt7O+1xzETD7/dTV2xlZQXr6+vYvn07xGIx6RrT6TRsNhtNWJ6ZmYHH48GuXbtw+vRpMrtgRa5NmzaRYPnixYswGo04cuRINkH4TWALsKmpCTweDxMTEygsLIRIJEJ5eTlWV1cxMzODG2+8EQBIKMim/7GpnFarFYWFhfRaj8dDSQMb3MIsQxnPLBKJ0AU8NzdHnE82OIQtVGYzKBAINgilmTsIqxZ6vV5otVritTObVr1eDz6fT63WyclJXLlyBW1tbUgkEujr6yPfXpa1spsk4/1Go1EKqlnVg7Vwo9Eo8SJVKhW6u7vB5/MpwdDr9STCArBB7ONyucDj8SigZYu7s7MTIpGIpl6yAW92ux1KpRKPPfYYJSxmsxlbtmxBMpnEpUuXUF5ejqGhIWg0Gqq81dfXUwAdi8WwtLREFCPW1n/sscfwwAMPoLCwkKo7OTk5GB4ehtVqxbPPPosdO3bAZDIhFAphbW0NoVAILS0tUKlUcDqdWF5eJtpCeXk5WcXOzs4iGo0Sl7C0tBSDg4NEaWHfh0wmQ2lpKa5du0ZUoi1btpDd3tLSEjZv3kz2eKurq5BKpdi7dy/C4TBVrdhNxG63Y35+HkqlkjzOvV4vCRnZQCHWXXj1RsGCVUZzYH8/tg4Yd3bfvn3v6CCCbZKMZsPAkt/KykrqXjGnL47jSBDKbg5lZWXQ6XSkT2L6n2g0SsEDa5ezzV2lUpG4jAUMzEKZ+W4z2hi7WYpEIgpomB0ws9Rj5/3kk0/i0KFDqK6uJm/9dDqNV155BTMzMxQwX7x4ESKRCI2NjdBqtZBIJEgkErDZbJBIJIjH4+SRbzAYyGaU2WAyzjQ7t7a2NigUCqIzFhcXk9sN47iyDimju5hMJiiVSszPzyMWi2HTpk0Qi8UUyLAqGXPP+t73vofy8nJ4vV5cvHgR//t//2/EYjGaF3D48GEAwIc//GGk02ls27aNHMaYU5dcLifBJcdxuHr1Kqqqquhcm5qawHEcXnjhBcRiMTz11FP0N2K6AzatOT8/n95jaWkJ9957LzQaDXw+H3V8LRYLCgsLaWr8uXPnaEqvxWIhk4TW1lacOnWKCgdsyi8T1t50000YGhpCdXU1cbzZzA3Wnc7Pz6dup0KhoGuOdZaCwSDGx8cBAO9///tpbxIIBNBqtUS5YladzBWP7fUmk4kGgr3TDQhefW5sYOXi4iIAUBLEgsF0Oo1YLEb3SZvNBgA0RZp1Cb1eL2mC7HY7BXbs/ZxOJyYmJrBr1y4sLS2hpKSEZklwHIepqSnShrHrbWJigkxD2LUlEAhQXFwMn89Hf8dEIoFjx45h7969KC8vh0gkIrHzxMQELly4gM7OTsjlcly8eBHV1dUoKCggxgGzOF5bW6POWCQSgcVioeFhoVAIIpGITAVYV2vv3r00aJXFKRqNhhJtVsCKRqNYWVkBj8cjzdD8/DwSiQRaW1upC8l0UkwHaDQa8fzzz0PzXwMbU6kUamtr4ff7MTs7S9ofJkzWarWoq6tDW1sbRCIRQqEQzGYz0QydTic8Hg9GRkbQ1NREsQhzOuvr66Pn2O12os7abDbMzMxg//79lAAx18AtW7YQ5Whubg7hcJi0efF4nAZjsr2NGQGYTCZUVVVheXmZ5kCxuRtMv9HV1QWz2YytW7du6EqEw2HU1NTQFPpwOIzjx4+jvLwcoVAItbW1SKfTGBsbA4/Hg0ajwejoKB544AFKimdmZtDa2opoNEpD/AAQ3c1oNNJwT7PZTLrOc+fOZROE3wS20XR3d5PVFOOnsVYXU/PrdDqkUikMDQ2RW8LAwAC9FxM3yWQyzMzMYN++fZTtMspNf38/du3atYEPtra2hqqqKlRVVdHUT8ZPNpvNsFgs5Gsfj8cxMzNDzgIdHR10U2LDS7xeL1ZWVrBlyxYsLS1h27ZtiMfjGBgYQCgUwvj4ODk05eXlIZlM0lwE5pbARHdsg3v55ZdpQFYwGITb7cbMzAy6u7tJmKzRaNDV1YV7772XfOHj8TiCwSDOnTuHzs5O1NTUUAdiamoKQqGQaB6Mb51KpahiY7FYMDc3h5aWFuj1ely9ehXt7e3UegwGg/jxj39Moi12Q2VzCZgDSXd3N4qLi+lGyriYarWaHG5YcKPT6WA0GmmadX9/P82kYDoLsViMxcVFyGQy5ObmUruXuWIUFBTQ5shxHLW/pVIptV/ZZpOTk4PJyUnceeedpKVgnO9EIkHULuY8FAqFcPbsWWg0GnR0dNDmdunSJezbtw+zs7MwGAwoKioiDQOrPrO2OZvDwSx2maiTUcmY5oRRwli7mA3pYm4/QqEQ991337smiHgjsKm3bNgSm6rOUFVVhfn5eXIK2bVrF4mFmU/98vIy6urqUFxcTMO3lpeXiVtqNptRV1dHA7hmZ2cxMDCAW2+9ldyj2M09NzcX7e3txJt9ddDNEl5GbxCLxRgaGkIwGMTjjz+Oe++9F7FYDHl5eUilUrh48SJaW1tJlPlqSmA0GsWxY8foRiyVSjE3NweFQgGtVguPxwO3201Dne6//34yIEilUnA4HHjyySdx1113ob29nZKL6elpGuajVCpJEO12u2EwGGA0GjE3N4dYLIby8nLodDpcuXKFdC6M9804zExj4Pf7YbPZUFFRQYPi2tvbUVJSQjxdh8OBmpoamEwmCnqZhoQNeisuLkYkEsFzzz1HXcZUKgWbzUZcfqPRSN8/SzzYOkomkwgGgxAKhaTtYoWcWCwGh8MBv99PXOn6+nqaQcPuB0xzwvQMbAjXSy+9BJFIhHvuuYeEjkwnwIpN1dXV1E1iziesq8k6smy2AvOCZ5RZv99PQRFL/DOZDEZHR8k9r6amBh6PB6dPn35Hr22TyUTFt1+HVqsFAKLWMgec7du34/z58/Q8piVgndxEIkHuP5FIBDabDYlEgjQofD4fV65cQW5uLng8HsrKyjAwMIBdu3bR/fL48eOQyWRoaGig699ut6OkpIQKYKurq+Tyw3SKo6Oj2L17N3UfM5kMpqam4PV6cenSJRQXF9N0Xb/fj7Nnz5Kwl3WneDwe3ScuXrwIu92OLVu2QCqVwuv1guM4FBcXk8tNJBLBrl27cPvttxNlkRXOTp06hd7eXtTU1ECr1ZLGIZPJoKioiFweI5EIxT56vZ60hxUVFTAYDDh58iTNDmDUwBdeeGHDfXVqagpyuRwFBQUoKSnB5cuXcffdd6OgoID0F4uLizRfZHp6eoMYXa1WIz8/nwTChw8fRnV1NXJzc0mDqVaraZ6SXC6HXC6H3W6HTCajpGR9fZ1iH5vNBpVKRfdHsViM5eVlzM3NwWg0YmZmBg899BBRU/1+PwKBAMUBzG42lUrB7XYTdXvv3r1U8Eun0/B6vXA4HFhdXcXHPvYx+n1sJgzbr4PBIFGY2EBdNpgSANnlsxk6zDxmaWmJaHdsH5PJZDh69Gg2QfhN+PUgoqGhAZOTk1TRAYCamhokEglqVTKunkKhwPz8/IaqO9uw2YTd5eVlqsoxj/1oNIqqqioMDw9DoVDQz9ncg3Q6TQIaVnVgolmv10vOG8lkkkRahYWF5Ovv9XoxNzeHnTt30rRhJsJlnDpGU9izZw9VlQUCAfLy8mC327G2toby8nKkUimMjIxQlaG9vR1ms5kcX1hFm8fjYXZ2Ft3d3Whvb0dubi4cDge53aTTabjdbuh0OgwNDeHgwYOUPPD5fCwuLsLlcqGqqormQ7CuA1torLIAgNprQqEQ4XAYFy5c2OAYw+zkOI4jMa7JZIJQKKQBclVVVUTHWlhYoECFVZWZ3zNr7Wq1WlrwjEvNbBkZPYXNjWAJEqMcPffcczT0pampiQIaHo+HcDiMRCKBpqYmog8B12dZMGcWqVSKnJwcopoxigpLCq9cuUKj6pVK5QbhLXv9q8VgzCkBAE1OZRstuwZZAsA8luPxOAngGVUlk8ngr/7qr97RQQSbNDs/Pw+ZTIa8vDyaaPrrUKvVxJdfXFwkKhLTo7C5BIWFhTQQi7WR+/r6AFz/+1osFurmaTSaDXaBAoEA8/Pz5K7EJmIzC2A2N6WoqIgCfVY9np+fx9jYGA4dOoS1tTXk5eURRYAlcH6/HzMzM+jo6EAymST3KalUCrPZTCJrp9OJnJwczM3NQa1Wo6KiAhzHQa1WY21tDcePH8fdd99NFUeTyYSuri7k5+fDbDaTeFggENB+cenSJZqB4HA4wOPxMDw8jMXFRezcuZN4z8wWkN388vLyIBAI4PV6yahAqVTi/Pnz9PdgnF/2c7b+MpkMWltbyf0sFouhoaEBKpUKKysrpJfQ6/XIZDLQ6/VU+WR0DkbxYIlzIBCgKnoymSSXH+Z4xITjCoUCv/jFL5Cbm4uKigo0NjbSdfejH/0IXV1dRLFiWjRms8qGSvJ4PCQSCTLHOHz4MD72sY9heXkZSqUS09PTZKGo1Wqh0+nwk5/8BB/60IfA5/MxPT2N1tZW6sYyC9t4PE5zZV588UXa66VSKc6cOYMtW7bA7XaTrmp6ehqzs7O48cYbyS2GGS28U9d2QUEBAoEAudSxORvxeJwSLob8/HwyhQCuJ/1utxt+vx/A/++GxMD44syNijnAMffC4uJiyGQyoo0wNz5GhWUT0CUSCa5evUp2oplMBgUFBQiFQqipqSHaDus+7N69mzRFTHPkcDig0WgwNjYGi8WCG264AYlEgqx8m5qaMDs7S66H7N7IhNOMgsRc8a5du4be3l6yKmaD/Zgmbm1tDTU1NTTNmdltb9u2jarubMI4i3mYeQnrOLCqP6PIMmMTq9VKNtJHjhxBZ2cnUaOZEQtz8GNdW47jEAwGqVKen59PNqTMkj4SiVChlbnBicXiDYNfM5kMfdfMlYwF1SzBYa6CAoGApnurVCrs2bOHKNisQyOTyShmYe/PLKpf3Y3NZDKw2+3UkYrFYrDZbJiYmCDNFutgrq2tobW1lSy0FQoFdYeYrT4reKTTaYqJmAsUM5hgg/NkMhnGx8ehVqsxPz8PlUqF2dlZFBUVYWRkJGtz+mZQV1dHjgQlJSVwOp1oa2vD6uoqteeYLaZMJoNcLiexj0AgwMTEBL3X0tISWltbkU6nYbVaUV9fj9XVVbS3t9NUTr/fTwEqExUyJ4NwOIzz58+jpKSEtAA33ngj+vv7UVhYiPHxcbS1tWF+fh56vZ6mdDJPXLVajZKSErz00kvk8S0UCok3zW5wXV1dJHxjg+DYdFidTkdTFw0GA3g8HtEcjEYjXC4XBSdmsxmVlZXQ6XTksV5YWEhDYFibl1Uc6uvrcfXqVQgEAgwPD6O2thaxWIwCZbfbjWeeeQZNTU1oa2sjxyGz2YyCggJ4vV709/fj7rvvBp/PJy43c09g3xujZoyOjqKqqgo8Hg+XLl1CKpVCf38/AoEANBoNTp06hWQySfMNxGIxnnjiCXz84x+nwJAliBKJhFr+yWSSBK5MnMSqCHq9Hqurq3QDZuJrtnnK5XKqVrCkIBQKIRwOU+DDcRzNx2AWqEw0zSzjBgYGaHM0Go1YWFiATCYjj+TJyUmaEMtxHGkZWOWFTfNmgSwLVjweDw3YisViyGQy9Ho2PE2tVr8rhilZLBb6nhUKxYbJ0GymA6MFBQIBdHR04Nq1aygrK0MikUBRURH5wyeTSezYsQMAMDs7CwCYmZnBTTfdhK1bt+LixYskgmVONmxdsxvgyMgIbrjhBprCyqgFzAu8qqoKFy5coJkZ7DuPRCI01O7pp58mjvCr13dOTg4SiQQqKipIPL20tEQOSKWlpWQfyBJxHo9HtCafz4dr164hPz8fVVVVcDgcUKvVWFhYQCwWowQ6FApRYiASiYhaWV1djWeeeQYFBQWYnJwkQTbrsoXDYfz85z+HUCjEPffcQ4HPlStXSFR78eJFfOhDH0IkEsGf/umfYnR0FJcvX4ZUKiUXMzbPZHZ2lsTjzGlreHiY9sFLly5BrVbDZDKRRaTZbMbmzZtRVVWFWCxGFA+pVAqLxULOTWzSKLsxa/5rCjbzfWd6DJPJhOrqani9XqJAqtVq3HTTTdQtcjqdNJjLbDYDAL1HT08Pceb5fD727t0LPp9PfHAWCCeTSWQyGfh8PuzZswerq6uUtExOTiInJwdKpRJCoRBra2s0uZcZWQiFQmi1Wjz++ONkwc10OUqlkvao0dFRmsr6TgczE2DDAwGQ6JbN92BgmjwGp9NJgZFUKkU0GqXBiGVlZcTLZ/cRRsd5taB/ZmYGJpOJ7svMjW5wcBCBQAB1dXU4d+4cNBoN9Ho9RkdHUVNTQ9PKI5EIvF4vbDYb2R3/7Gc/I648x3GUwDBjky1bttDezRIi1k3k8Xj0s4GBAXLVW1tbI4eqrVu3Ijc3F319fdi8eTOef/557NixgwbABQIBpNNpOBwOiEQilJSU0BBBlvyw2S7BYJBYD3a7HX/7t3+Lhx56iLj6UqkUy8vL0Gq1CIfDOHr0KD7+8Y8TdZaJ5gUCAcUMLA65dOkSuROxjg9zOAqFQrBYLDT8jg2LPHPmDA4cOID8/HxEo1GEw2Hqks/MzKCoqIg6LUwQzhJqNsthbW0Nw8PDaG1tRWlpKdF22X2dVe3Z9ba2toZIJEJ0aIlEAovFAolEQoPqmENTRUUFOVcx+nUikcDa2hqOHj2KD33oQ/D5fBgeHqZi4+TkJGlmCgoKcPbsWVRUVBBllFmwajQafOc738GWLVuQm5tLccTo6ChaWlrg9XoxOTmJffv2Ydu2bejv739TayybIAB0o9VoNOQZzartTJjIPNHZlGG2QF5ddaitrYVYLMaRI0dw8803o7m5mUS07Gba0dFBinvmmPJq+8rl5WXU1tZSMtLV1QWNRoN77rkH6+vrCIVCWF5epio7u1EySkw0GiWnEhY4LC0tke1VbW0tPB4P2TkKhULi7alUKggEAlgsFjgcDqpeMp0Dq5ILhULI5XLi4vP5fHIQYa1vVmmxWCxQKBRwOBw0ZI5912VlZZibm6NzYtzenp4eCmTsdjv57RuNRgiFQvT09ODMmTNoaWmBXC4n6kUoFKJAnQ0HYhNJbTYbGhoa4PV68fGPf5w+p0wmQ3l5OYaHh1FQUAAAuPnmm+n1zAaWVQYSiQSJNtlQm2AwiGQySYLW1dVVGvo2MjKC2dlZHDhwgHzYFQoFVCoVCbUZ3UcgEMDhcEAsFsPn82FxcZEqyWxgHnMn0Gg0mJqaog32hhtugM/nQyAQIOs/juNw4cIF0h+wwXPM2YLx5jUaDVZXV2EymWCz2SiBCIfD6OvrQyKRgF6vx5YtW4jOMDY2hvr6+v/mlfq7g+llmPAsLy8Pi4uL0Gq1xB1mHv5M+N/W1kbXEruZs6FLzJ2isLAQmUwGTU1N1FXq6upCNBpFXl4e0uk03aiYuJDjOJSVldFQK9Zt6+npQUtLC8LhMBYXF8Hj8aBWq0mLVFRUhGQySWJSjuNgsVhIuFtdXY3JyUlUVVXBarWira2NquIsuWQJXzAYJCtN5kXO/NCZ7apSqUR1dTWOHz+OW2+9lToEKpUK4XCYgl3WfXW5XBRks5unSqXC5OQkaXGkUikFUA6HA8lkkm6uTFRtMplw6623YnR0lMR1fX19NFOETTi32+3w+/2oqakhEwLGu7333nupwldUVASVSoWxsTHU1tZCJBKR/oBZQYbDYbKJnZ+fpwnLzIeeuYUwWtfS0hLW1tag0WiwsrKCcDiMlZUVzMzMIBQKQSwWkwMLc8dhs1vMZjPtJ263G/39/SgvLwdwfX5EdXU1Ll68SLSTkydPIi8vD83NzbBYLERtcjgc2LdvH372s5+RAxFb+4FAgLzTJRIJampq4P+vwXdutxsAaOYNu+8wOsj8/DzKy8uxvLxMncx3MlZWVgCAvOTZVOxfB9NkpdNpCtjYPR4A6bmmp6dRV1dHE20DgQB1pCYnJwFcD1JZAp5KpRAIBKj4BoCsbMvKypCfn4/bbrsNPp+P9DxsD1Kr1bBYLBAIBKisrITFYoHX64VGo8Hly5dRWVkJj8cDmUyG0dFRcuLJycmh9drQ0ACZTAaxWEyOgXa7HdFoFHv37iV3tXA4jN7eXgDXNUwdHR1wOp30mdgANdahY7QhNjlcIBBAJpNR57i0tBTHjh1DT08PuZil02l89KMfpcTL7XaTdSuzEr/llltw/vx51NTUkAuUSCSC1WolmhTTB7KYxOVyoaGhARzHkQOf1WrF+fPncc8992BmZoaMWtggQ2bKwmzNXS4XGhsbkU6n4XQ6qTMeCATIlCYajVLBgFGeGLOCzVLy+XxIp9O0bpgtcygUQiAQoGIAM2RhbAZmQXrkyBFUV1fjypUr0Gg00Gq1qK2tRV1dHdbW1rC6ukqx5sTEBIRCIebn53HHHXdAp9Ph/PnzqKiooL2ExVLsngBc30dEIhF1axg7IBaLYf/+/bQXGo3GN7XGsgkCri961qIzGo3wer3Izc3FwsICWltbyVHn1SPZGQ9XKBRi69atxO1ni45VxOPxONkqrq2tIRAIoLGxkawjxWIxpqam4PF4UFhYiGg0iuXlZUilUlRWVsLtdpM7CqtksQXLhC6sChqLxXDt2jV0dXVh+/btmJ6exsWLF2nqa2dnJ9F96urq4Ha7qarIhM9MjKTT6WA2m2maaE5ODtkfchxHbf7W1lZYLBaqpJnNZkQiEZSXl1Nw5XA4EIvF0N7eTg4N/f39FLSpVCrMz89Do9HA6/WSXSOjCanVakilUrhcLgrid+7ciUAgQDc11oLl8/lQKBSor6+nlp/D4UB3dzc5EVitVlitVuKGM5vaeDyO2dlZ6pbU19eT7SRrBfv9fqpiOhwOHD58mAJnJiyNRqPkSiIUClFTU4Njx46hra2NRGDMh95gMOCll15CR0cHbDYbFAoF9Ho9jhw5gr179+LMmTNU+WhtbYVOp6P/M7rL+Pg4bDYbjEYj/H4/damY/a3X68WFCxeg0WhIEDc8PEwzLwBg27ZtOHLkCN73vvdhdnaWKtplZWUYHh5Ge3s7XnjhBaKusOvhnQ72t2S+6RMTE+QfD2BDpZR1/9jNnjkVhUIh6HQ6OJ1OGmjDhtqxiejLy8sIhULUeWQJuNvtRl9fH3UkZDIZVStZNdnj8SA3NxcajYam4LIbBXMOC4fDGBkZQU1NDQ1oMpvN6OnpoSQiHo9jfHycTAvKy8upesUC9GQyiVQqhcuXL0On01E3jA0LA4DJyUm4XC7cfPPNsNlsMBgM0Ov1RM1i/G6/308BWW1tLVKpFCwWC5555hla/waDAZOTk+RSwvaawcFBJJNJGnjETBXi8Tg5B83Pz+OGG25AKpXC/Pw8vF4v+d0bDAZykKqqqsJLL72Effv2we12EyXq0qVL2LJlCxobGxEKhWg6rlarpS4Pox95vV5yR6uqqoLL5cIrr7xCNpaMssIKIi6Xi57P/n5utxvT09MYHx8Hn89HbW0tnnrqKTz00EM4c+YMxGIx8X9ZR+f8+fOorq4md6zdu3fTdQYA0WiUupSM7sXEuEqlEuXl5ZidnaVuDAuUVlZW8Morr0AgEKC8vByLi4u48cYbIZPJcPLkSWzevBk5OTkwmUzkRMVsE1tbW98VyT9wveui1WrJjYg5Q70arIjHAkPgenLB6EMCgQB6vZ70M8xpkNEFl5aWaAru8vIy5HI5NP81iVqhUBAHnFWXS0tLMTAwAL/fj6WlJRqO2NjYCKfTSbOVmJ300tISJicn0dXVhebmZpjNZly+fBnvf//7yQJdJBLh+PHjVJxj+05OTg7ZobMEcHJyEolEgixQWYFiZmYGFosF6XQat99+Owm3M5kMRkZGkJOTQ5rLSCQCl8tF832YBvLatWs0EyISieCVV16h70Kn00EqlcJqtSKVSkEul6OoqIioxoyS63a7YTabUV5evsHAhLmcJZNJmlTd3NyMq1evYvfu3fB4PJicnCS6rkKhwPbt27G2toYLFy5gdXUVYrGY7NOZfatarcbc3BwNkguFQvjJT36C1tZWCIVC6tJMTU1RfMNmXz333HPYsWMHFhYWyFKZ7TlPP/000a76+/tx88034/jx47jzzjvxzDPPkEkKE6TfcMMNpDFzOp2k63A4HGhvb8eZM2ewY8cOKBQKtLW1IZPJwGq1or+/H2VlZaitrSUmBKODd3R0YG1tDZWVlTCbzWStzajPzc3NGBoaIhv4jo4OSjDfDLIJAq7TLzo7O4nLm5ubi2g0is7OThJqOp1OcjbRaDRU4WaWp0KhkPzpGV+eBdvsBsemDzOBnc1mw/z8PA1s0Wg0xDvV6XRUiWA+v3w+n24Er7Zq83q9WF5eRkdHB/Lz82G324lf2NvbS3zXqakpavczeg/7PP39/cSbSyQSsFqtWF9fp4B8bGyMLPaYir+srAwjIyMoKSmBw+HAK6+8gqKiIgCgCmwsFoPH40FXVxd57DOHnNHRUfD5fPT396OkpIQqpKyyt7a2Rk4nAIiqwTh4IpEIyWSSNqtXv4bNXVhZWaGKIpuay6gjbP4A44Wn02nIZDKicLHWdX9/P2655RbqTgDAiRMn0NHRgX379lGwz9yeurq6aNT64OAgOjs7UVpailQqhbm5ObLePH/+PD74wQ9SpWFkZIQmX4tEIgoOhEIhNm3ahP7+ftx1111EO0qlUvjud7+L/fv3k0i2pKQEXq8XBQUFmJiYoGnXzKWHz+dDKpVSZ2LLli0wGAzwer24+eabSZR68803w2w2o6SkBGKxGGazGQcPHoREIkFBQQFR1d7pYNdKPB4nl7KVlRVUVFSQ4P7VYHMf1tfXqQqfTqeJr8lau6wynEwmifqVl5dHXOSJiQmcPXsWTU1N2LJlC1Xw2RCvvLw8GI1GrK+v0zwSh8MBvV6PhoYGTExMIBgMwmw2Q6VSoaurixyE2B7DPLsBYH5+njy9Z2dnUV5eTpX906dPY9OmTcjJyaEK4dLSEtxuN5qamgAAly5des13MTU1RQnr4uIi8e7ZULVQKAS73Y6dO3cSLaWjo4OC1mQyiV/+8pfYtGkTVdWZ+cKr9UXMAjYUCiGVShGH1+v1IhAIoLm5GZr/cn9j3Q+tVktzaNgE7NnZWfIYVygU2Lt3LwoLCzE6Oko2jWw4mNVqhclkwpkzZ9De3k4JWSwWw8jICEpLS1FTU4NwOExWmsxFiDmBTExMoLu7G06nEydOnEBdXR30ej2uXbtGRZX/j70/D277vu/88SeImzgJEAABEARJ8L5J8ZJEHbQuq77i2LGT9IjTpO1mMmm7bWd2dma7u53ZnXZ3Z2en7WZ6pN1k0qTO4cSWL9mSbN0SJZEU7xO8cBIAQVzEDRC/P+jXK1K6v2+9M9/9rfY3/sx00qayxQOf9/t1PJ+PZ19fH6LRKJtEY7EYAoEAWlpasLW1BYfDgZqaGly+fJm/XqPRCL1eD5PJhFgshrm5OX5fyStFBm5i4RuNRg7U3NvbQ21tLRtjVSoVdnd3Gbfc29sLnU4Hq9WKUCjEg6Le3l7s7u5if38fV65c+d/9av6/8hCuORwOQ6FQ8KT4l6W/VDQ92kDQ+RWPxzn4UygUQqvV8s8d+IUfgbT6RMIBDu45lUrFwZUAUF9fj9HRUQBgGYjP54PRaERTUxPcbjcDQyi7wmw2Y3d3lyfDr732GoCD82h5eZnVDbdv3+bwLJ1OhytXruALX/gCo3T39/dhMBig0Wh407uyssLJ3CaTCdXV1bh58yaMRiNv3ymYjXTzpVIJV65cwXPPPQetVgupVMpgDLqnxsbGYLfb2bxNdDSS6JHHhqSo+/v7fB4TNY8kmJTfQxsR2qRtb2+joaGBw9McDgeKxSJ+93d/FzqdDktLS3yOnD59mkEkYrGYZcOUwB6NRlm2ZzAYuHahQYfD4WAfhFKphF6v51oAAOrq6lhGDYDPwXfffZfDzWg4AxzImOx2O5aWlmCxWFBdXQ2bzcZoWKVSiZWVFTQ0NKCyshLnz59HLBbD4uIiOjs78fbbb3PoLgXuEXJbLpejpaUFc3NzUCgUmJubQ2dnJyoqKthYTZ9tiUSCy5cvY2RkhFUlpCL4557PTMrxOE6cOIGJiQlGRQaDQdYj0saAUvFIAkCa+46ODng8HqhUKjbier1emEwmpmWQnp8YzVVVVayvI6c6BXEcOnQIbrcbwWAQw8PD3Fx0dHSgsrLysWnP8vIyhoeHUSqVeDJClI2pqSmcOnWKg7Wy2SzjAIlzXlNTA4FAgGAwyOZoymeQy+WsP9zc3IROp2NsH3G7SY9LDQ99+NRqNROe6IN66tQpxmNSGMzKygo2NjZw8uRJLp6oSaIUY3qJiTJQV1cHmUyGzc1NSKVSNDc3P3YAkmSAwlumpqag1Wpx9epV/N7v/R6CwSCH2YXDYZhMJi76p6amEIvF8OGHHzINhjjYOp0O8/Pz8Pl8aGxshE6nQ0VFBaanpxEOhznBkyg/ExMTKCsre8yMSUm1wEHDScnVS0tLfIERY93r9UL7SfqlTCbD0aNHEQwGUVFRAYVCgZ2dHayurmJ5eRm5XA5WqxUffvghHA4Hjh07xqm3hG2kzYxMJkNjYyOCwSBr4r/85S+ju7ubf36hUAg3b95ES0sLmpqaEIvFoFKpmJFOZKVEIoGvfOUrT7SR8Ze/turqapRKJd6c0BQRAPtXdnZ2WHJXVVWFSCTC9Cp6z44cOcLm4Vu3bvF0p1AoMA2GcIKRSAQPHjzAwMAANjc3kcvlOB+EpmR6vR6lUgkLCwtQKBR444038PLLLzPhpqqqiglXd+/exblz56BQKLC6ugq/34+uri6USiVGCFosFv4cra+vw+Fw4ObNm4yttdvtKBaLcDqdqK2t5W0o+RiIegGAyWo0wb527RpjTnU6HWpra6HRaJgAVyqVMDExgStXruA3fuM3oFKpOG29WCzi/v37LNMgKYBer0d1dTWkUinruV966SVcuXIFx44d43Pt5s2bGBwc5GlwPp/HzMwMvvCFLzCu89GAwXQ6zTQyagg+//nPs9kyl8uhsbERc3NzUKlUAA42R1qtFh9//DGTY2hCTRkFb775Jtra2mAymbC/v88yKKI1DQ4OIpPJ4OLFi2hpaQEANDY2IpPJsK8NAEstyYeQSqWwsLDAhsmFhQV0d3fj6tWraGhoQH9/P+Mv6dInbfbRo0cxMTGBgYEBPHjwgM/Krq4u3kKQlEEgEODMmTO8YQuHw9DpdIzD1mq1+NGPfvREv9t2u51zRagxJ869wWAAAH7PH32oUabH4XAwUYa2U3SPEYKTtgX19fUM8mhoaIBWq8X4+Di6u7uxsLCAfD7PQWRTU1OMEKctJqUC0+cKAEtCJBIJbt26haeffhoqlQofffQRuru7WbEQjUYRiUQYPhGNRqHRaCAWi3Hx4kVEo1E4HA60tLSgWCzi2rVrqKqq4gZfKBTCbrcz9pIGadRQlZWV4e7du8jn8+jo6IBKpYLRaGSEKN3bc3Nz2N3d5aED5fXodDrcvXsXFosFt27dgt1uh91u5w0PUYDEYjGnEXd2drIHhLY22WwW6+vryGQycLlc+PVf/3WsrKygrKwM1dXVWF9fZ4JbLpfDhQsX0Nrainv37qG9vR1CoRDBYJC9DePj40gmk7BYLLzZnZ+fZ/8XvYuZTAYff/wxI9TJi+D1eplytba2hsbGRsRiMf4MAmBP5vj4OHsLpFIpuru72bxN8AvgYKBjMpnw8OFDziuhO4XOv/b2drhcLk58bmpqQqlUwuXLlxkR+/zzzzOa1+l0cpBnWVkZ7t27x3hqynSSSqUIBoNQqVT44Q9/+BnF6P/p+eVERgr4oUn/zs4OMpkM6uvreRVFmlSBQMC6L3Lbh8NhuFwuJpIoFApGWfp8PmSz2cdY7MABTaGtrQ3FYpHNLbSVIJkMradNJhNPl+bm5h47/AipRiY1Sk6lqaPL5WJ0FwCcOHGCE1ADgQB7IDweD/+Znp4ept3QBJb+nMPh4MkBTeNowp/JZNh8TdpLg8HALvzV1VX2T9AhWSgU+FDa29vDO++8A61WC6PRyC/cwsICmpqa0NjYyJdxNBrF3t4erFYr7t69i6effhpCoZDpCOFwGHfv3kV9fT3sdjumpqYwODiIfD6Pubk5nDp1CsvLy6iqqkI0GsXs7CwikQgjLTs6OlBbW4v19XU2Fzc2NvJEcmVlBU6nkzWlJEmqqakBAEZQ7u/v87r37bffxrFjxxAOhzmQbGFhARqNBq2trUy7EAqFWF1d5Um2SCRCqVRiTGQkEoHH48Hq6irOnj2Lvb09rK6u4ktf+hJMJhO8Xi+HQ5HsiZCyFLZEpBVKeCX/Qjab5WKSyEk2mw0ej4cTrQHgG9/4xhNdRPzy1yaVSvlzSlJCyp5Qq9VsXCa9O4VGWa1W3go1NTUhkUhwUI7b7YbL5QIAVFZW8iR+aGiIL3O/3w+PxwOFQgGxWIyOjg4UCgXcuHEDuVwO7e3trOGnTI3NzU1O9a6pqWG0KG2AtFotpqamcPXqVW4Cjxw5gubmZpYfbmxsIJvNcvDTzMwMDAYDT5bJqH758mXYbDbMz8/jxRdfZEP+zs4Obx31ej3TPijB1GAwwG63I5vNolAoYHx8HFarFYFAANFolIlPx44d40aBiFsU/jczM8NF28mTJ1mCR4Uw+XyoAadE5WKxiMnJSdTV1aGvrw+zs7Oor69n3rfD4UA8HofD4eDP8A9+8AN885vfRCgUQk1NDfuu6HN/6NAhDoeiMLGysjJcunSJJ++0GZ6bm0MsFsODBw/w0ksvQalUsnSPskZog0rTRDIGNzQ08GUOgA2pUqkUP/7xj1mG4nK5cP78ebhcLqytrWFgYIDlBUtLS6ioqIBEImEsMeWTjI2NwWAwcIFYKpWQy+Vw//59ptCdOHEC0WgUu7u7MBqN+M53voPR0VGUlZXBYDDg9ddff6Lf7draWmi1Ws7yAIBDhw7B6/Vie3sb7e3t3HTTQxtqksuGQiEAjw8KqFGmYd+jT1lZGSwWCzweDzo6OmC1WrG1tcUEQcIQq1QqXL16lf+5rq4uNskXCgXs7u4yqIQS2JVKJTweD+M5b968iYqKCsjlct6GnD59mgcTyWSSc0R2d3exu7uLZDLJGE2ahI+PjzOZ8fz58yxJprszn88zFpk2dySXogwJwpkTzGBsbAwvvPACJ4HTdvrWrVvs8dBqtSgWi7xtpzOO1Bc0ySZyV2VlJRobG7G/v89eS0ITX79+Hc8//zxvP48dO4bZ2VlYLBa4XC7ezlNgq8lkQltbG2+F1Go1nwck0VtaWmJEKRXOLS0tKBQK+Pa3v833PlHS3nrrLQwPD+PatWv43Oc+h52dHRQKBVRUVMBiscBgMCCTyaBQKHDDTRJPsViMiooKLCwsQCaT4fbt248171tbWzhy5AiMRiNu377NTYXJZEI6nUZNTQ2mpqY4LZoCeOvr6/lcpVTx27dv4/Tp03C73SgUCjAYDPj5z3+OpqYmDtHz+/3Y3Nz8jGL0aR+algFgNODAwABf1tR97uzsMFu5vLwcZWVlbDgWiUQwm81s6PP5fDzBpah7mnQTpYA2CwqFgukqm5ubfJH4fD6Mjo7yFJN0zP39/Uwlymaz2NraQjKZhMlkQiAQwPPPP8+rQ7VazabJ7u5uXmVSITo5OQmVSoWuri5moOfzeaasUDgJTV2USiUHwlADQCteOlhIgiIQCDisZWpqCkajERaLBUtLS5yWCAB9fX0wGAxIJpOYnZ3FyMgIbt26xR9qlUqF3t5eyGQyxnvu7e1hbGwMzzzzDFKpFE6cOMHT0nA4zNN2OihmZ2eRzWZRKpXg8/lQV1eHdDrN0xQKwXr66aexubnJdCYqzhsaGni1S81hU1MT6uvr2Vg8NzeH1tZWTpWsrKzE7OwsgAMvRjKZZB7+wMAA4x1pckqTMMLbbm9vo62tjSlHZD4mLSc1FZQRQUVsIpHg7UMymWStfTqdRjQa5cJCo9EAOPDM0D9HBtlIJMIyLpJakLmPvob/Gx7C7AFgVCvpXunnIZVKWcpGGDoAKC8v52bLYrEwDpC8BQaDgQ38KpUKVVVVyOVySKfTnC0hEAhgMBggEonwwQcfwGazwW63Ix6P4+zZs/zulpWVwWazoba2Fj6fD11dXYwBvnPnDk6fPo1bt27hj/7oj1AoFJBKpfidbmpqYrM5yRko/JHOFrqkdnd3+b2mAtVoNHKGB006qZmKRCKMiaRCgIK8BAIBtra2MDMzA6/Xi+eff56HAHa7HR9++CH+xb/4F7DZbNjZ2cHe3h4HnjU1NaGyshKtra1spCf9c1lZGd588028+uqrWFtbg81mg8vlgtls5kaLvAbpdBozMzMsE7l37x4jSmdnZ2E2m3nS+5u/+ZuIRCJsxs7n8wgEAhgcHEQgEOBNDXBAsCGJHaETaXK5u7sLhUKBhw8foqOjg8MlJRIJisUiDh8+DKlUCp/Ph0uXLvFFPzg4yNupR83e2WyWQw1PnjzJGQSUX0EbWkrtJnhDJBJBR0cHXC4X7HY7n9l2u50lWQC4iDh27Bj++q//GufOncPS0hIXDNlsFr//+7+PBw8e8KbwSX8opA442P6Fw2FMTEygq6sLoVAIq6uryOVyjyFOifxkNpvZV9Lc3Izl5WU28NLdFAwGebpNElGv18tAB8Jj2mw2bG1t8Tad3n3aEkajUT7XDx06xBJgqVSKnZ0dljQCwDPPPMPc//b2dly8eBF9fX04cuQIs/QpKfyDDz4AAA73amhogM/nw9raGhfFCoWC64f+/n5MTk5yJhBN9B8N5svlclAqlRx4trm5ia2tLYYqXLhwAUeOHIHD4eDBGwU7ElSDtvapVApCoRCvvvoqo9xJNvvRRx/hi1/8IgqFAl555RVGP1OWwqOwmPn5eR4uUn7Qo5hjAHjzzTfxm7/5m5zyTn5KoVDIAx29Xs/ft0KhYJRrIBDAlStX8Cu/8iuw2+1Ip9P4/d//faysrLAx+v79+zh58iQkEgn++I//mGWQPp8PP/nJT/C1r32NB7JCoZBhH9FoFO+99x66urpQW1uLuro6fPzxx6ipqWEvZ1VVFebm5jAyMsKBewaDAfPz8ygUCmhvb8fVq1cxODgIt9uNlZUVaD/Jncpms5x/VVVVhc3NTQQCATZYb2xsIB6PszGcfLCf1mP02Qbhl6aMNEWkICTSGZdKJTQ0NGBhYQEjIyOsBSYCBzGV7XY7LBYLCoUCEokEm4DKy8sRDAaxsrLCEh3SkavVai5StZ9gKR8+fMhyEAD8waevm1CklMpI+mViNff29nKxHggEcOfOHZw6dQoKhQJLS0sIBAKsa52fn4fD4UAoFILX60VzczNnKJSVlaG8vBwej4e3KVKpFNevX0dFRQUzoumgpiaBGpKpqSnOkqAmSafTcdppeXk51tbW4PP5eFNAhz1hWhcWFpjuRCF2brcbSqWSDxAAePnll7G9vY1SqQS1Wo3a2lro9XpYLBaIxWLMzs6io6MD+/v7zJ6nC4C0j+Q5mZ2dZTnRzs4O6zcBcNBKIpHgwlAsFvOBRYcVeVm2trbg8/mYaU4EhObmZsRiMWxubsLlcmFsbAwjIyNM2FEqlbhz5w5aWlo4mfPmzZvsWaCCXqVSwe1285rTYDBwg3njxg2IRCJe+46MjCCRSMBsNqNQKLDPJZ1OY21tDXa7HRKJBPv7+1AqlQiHw/D5fPz3WCwWlrTt7e3hpz/96RM9ZfznvjaDwQCLxYJoNIqtrS2WFtrtdmQyGahUKi6mI5EI7HY7ysvLH+P263Q6JBIJrK2twe/3Q6vVciggNSc7OztwOBwoLy/HjRs3OPyPiBSVlZXQ6XScYppIJNjkv7CwgNraWgQCASSTSRw+fJgL+kAggOvXr+P06dNQKpVsWG9sbERZWRkmJiY4xPGdd95hvwpJBClpd3Z2FocOHYJWq8XGxgZyuRzW1tbQ1NSEe/fuMe7VZDKhsbGRWeREkCG/Uk1NDZMzaGJGSFT670g+GYvF8NZbb6GnpwfxeJwlVHTO0HTb7/fj5ZdfRjgcRiQSQSgU4q+VtgnhcBiHDx+G2+3G4uIiG72JzEQabZFIxMAJIhFRmB2BHMiTRNQYkncIBAIEAgHodDqWWxDtxePxsLGTihmSSohEIgQCARw9epQpUOTDIk24RCLBBx98gMrKSty7dw91dXUcWkj5BRSURF60a9eucVFBGz1i1BOtq7a2lifLpVIJra2tuH//Po4dOwaZTMYFCuEXid0fDoc/VdLq/4nn0XebpKJk5s9kMpyUnE6n+f1VKBSsmyeJDTXwFCI5NDSEjY0N/t0mk0nU1dUhFArxJJaQloVCAT09PSwHdjgc0Gg0iMfjXNxKJBJMT0/ztp02Rru7uwwcIb8LDSJHR0eh0+l4e0T5A3K5HA8ePMDVq1d567u6ugqHwwGXy4X5+XnU19ejsrISCoWCtwxerxdGo5E/bysrK5BIJLhx4wYHplEQXzgcxtGjR6FSqXD9+nV0dnbyHUd5BnQv0YaCBhUVFRVcf9jtduzu7uLNN99ksy1tsxYXF9nDRr6jwcFB+P1+/pyTdMtms0EsFmNmZgbd3d2PDb1oOEGyQEKM+nw+BAIBqNVqTE5OIpvN4syZM9jb20NbWxuHqcrlcjb1BwIBRCIRjI+P4+WXX2a5+NbWFoLBIEsi6e+urq7G7u4u1tbWsL29jampKbz88ss8GKKtaSQSwRe/+EXs7+/jJz/5CUv4KGeIhhwkJ6TMKIFAALfbjXg8Do/Hg6GhIVy8eBHDw8NYXl5mNPOxY8d4m7i5ucnvwPDwMPus4vE4jh49yrk3pVIJs7OzMBqNvDX/bIPwKR4yHqdSKbS3t3NnJpFIGEdGRTUlbdIHIhqNoqysDDs7O0w0IToGoT1pddfR0cEmO0qB3Nvbw9TUFCorK7G3t8dhZo8G7DgcDpjNZly5cgXPP/88J+CSqej69etYXl5GQ0MDgAM+OzUrpFGnAtZms2F9fZ01xW1tbZDJZPD7/RxMlEwm+VDq6+uDTqfjHAeVSsWoNPIlyGQyZDIZGAwGbG5uYmRkhJGRVqsVy8vLjPXKZrMs2aKEwpqaGo4W1+l0HEpGmx1qDAgpl8vlMDU1xUWcXq/H4uIitra2UFtbC7fbDbvdztKP7e1tNkCurq7ylMfv97MxkAqJbDaLmZkZWK1WXtF7PB5OFCYfRSqVYuM2BYxRyFUymWTNulAo5LUgTTW2trYwNjbGhq/d3V1UVFQwyYpwbHt7ewgGg6iqqoJEImHSER3ClZWVWFlZwfz8PH77t3+bTW6UIiuRSNDZ2Ynd3V2cO3eOpwtyuZzpF2tra9jZ2UF5eTnUajUjdklmRwnDGxsbeO2117gZpYn7k/yQ6ZukbPSQpl4mk7FEgaQtDQ0N/P/f399HLpdjw+L6+jo6Ojo4dbympoYnbzU1Nejp6WHTsdfrRSAQwMzMDBv2q6qqeBJMsi+73Q6DwYD79+9jdHSUMxSoWA4Gg5yDQBr+mpoaNDQ0sHSFVukOhwOTk5PMvadGgsxwMpkMHo8HDQ0NcLlc6OjogEajYWIacfFdLhdaW1tx584dNDU1IZVKob+/H4VCgTNhFAoFjEYjb1QdDgfKyso41MztdvOWkZjqVCjEYjGEw2FuxLRaLQ87RCIR7t69i1AoBJVKhf7+fgSDQVy7dg0DAwNwOp148cUXEY/HOT2ZgsFIv28ymRCPx+Hz+ZBKpVhmJBKJcPnyZbS1taG+vh42m43N00Ql8ng8TH2iM4O+xvX1dZhMJqbUkUSDmPYWiwXvvfcen4FEHKNgPUqr1ev1SCQS2NzcRFVVFZ8dIpEIzz33HP70T/8UZ86cgVAoxM2bN/Hyyy9zAUP+K+BA0kboyLGxMbS3t0Oj0bAM9MMPP4TNZkNXVxeqq6vhcrlgNBpht9s5L2BxcZH/02w2s4H6SX/oDqJ8Ezo/yewOgPXdm5ubXMimUqnHkq2FQiHi8Thu3ryJXC7Hkl+LxcI5M9RQkJIgFoshEokgGAxyBs2jDw0dSPa7sbHBwJCqqiq+A3d3d+F0OtmsfuvWLTQ2NvJ0Wy6Xc5He3NyMmzdvMlWNgtHofqAQVbVaja2tLTbE0tYwl8tBJpPh2rVrGB4extjYGIxGI+RyOdrb23Hv3j0GJ5w9exaVlZVsAibDPm3FyEdJqFCqGwiaQEb5jY0NtLa2oqysDPF4nJtVQr3ncjmsr6/j/v37eOmll/D666/j937v9+DxeNifRIGik5OTnDq/vLyMjo4OHu5RZtDk5CSMRiMaGhpw9OhR/p6DwSA8Hg+/61qtFul0Gn6/n8lo5B8kf5NEIoFOp0N/fz8UCgUqKysxPT0Np9PJaHNKf6aNOvk3BQIBNxWkQFAoFBgZGcHExATLk+LxOE6ePAm/349cLsfAhYmJCQwPD0OtVuPixYvo6elh/yTVeLSdyufzfL7X1NQgn89DrVaznO3SpUsspXvmmWfQ09PDyoF/7vlsgxCPM+mFDIi1tbXM6H/UzCiXy9lVbzQaWavn8XhgtVpRXl6OZDLJYSWEA0wkEggGg4wqBQ4KlEdd+yTJIT4wpe4RMpSoKcFgEFarlcOO6KWkDwpx6mktTV06sYhJe0zYLrlcDrlczjHzW1tbrNlsaWmBy+VCU1MTIpEIcrkcTCYTy11ozW232xEMBhlJGo1GedKgVqvZAElEJEoddDqdsFqtkMvl8Pl8nNhLL3RdXR02NzcZo+ZwOPjnTn+fx+PBqVOnUFZWhsrKSjx48ABarZZJDNPT03jmmWfwwQcf4Hd/93cBHMhpNBoNTx9I60yJh7S9WFxc5BAZohp1d3dzQFwkEuGJG+HyaCpBoVKElpTL5ZBIJNDr9Ryd/miOxf7+Pks6dnZ2sL29zRdBKpViSRNNbUjCIBAI4HK58ODBA5w6dYp/1vl8nj+7lZWV7Amh77+jowP/+I//CI1Gg9OnTzMm7g/+4A+wt7fHVJ3JyUk4nU709fWhvLwcm5ubiMViEIlE6O/vx3e/+90nesrY39/PheH/zLD4y09DQwNz0Ul/LxQKUVFRwRQUsVgMjUbD3hDiYIdCIZazJBIJVFZWQqPRIJ1O85mwurqKubk5HD9+HLu7uzCbzbxJpKBCSm1+tFHe3d19LNyKJAH0vkulUhiNRqjVaiZbkN9EIpFwuOPY2Bii0ShTrUiHLZFIuLEh3TwANkgSqjmRSLA5dH9/H2q1GnK5nP1MlFh89epVxgRvb28zmSwajWJxcRFtbW24fv06hoaGsLq6irq6OjgcDp64ZzIZTE1N4ZlnnuFpLOUIZLNZVFVVYX5+HlVVVQiHwzh37hxLfAggIJFIWKJFGuOlpSX09PRge3ubk9dnZ2fxd3/3d/iTP/kTiEQiPHz4kDXpNNipqKhAWVkZZ8NMTEywzpoIc5RRQmQWpVKJCxcu4JVXXnkMCSyVSjnvhN4lmUwGt9uNzc1NnDx5kk2s2WwWy8vLaG9vRzAYRDQaRU1NDSYnJ1kGpFAosLi4iCNHjgAA+7HkcjlrpqVSKQYGBrC7u4tMJoPvfve76O/vh8/nw+HDhxmmQZPhmpqaJ36DcOLECW6ivV4vdnd3USwWedBTU1PD9zNtW41GIxevlEOzs7ODvr4+JJNJZDIZRnLSYJD8G1QE08CksrKSc46qq6sxOzuL3d1d9vuMjIywEsHr9cJqtfL3QHhZ2ngTGIFkSxKJBB6Phyfj3d3dMJvN3OhQHgIN5nw+H9xuNzKZDFpaWliySFkRhB2ms2l5eRlKpRIKhQJyuRwymYyD3+RyOTo6Ori4JnkbGf6np6fZD0lhghQCura2ht7eXpb5ud1uqNVq9PT0sI+RErvr6uqY0re2tgaxWAyBQADtJ+GJQ0NDnF1CklehUMhnLyUyK5VKNo5XVVXhz//8z/Fnf/ZnyGazWFpaglKp5AGb1+t9rB6iTBKSBxmNRuRyOVaNlEoliEQirmMoQVkoFOLevXswGo0sN49EIlybCIVCbG5uorGxEW63m6Et3/rWt9hnSndpa2sryycplJVQ9KVSCRsbG5ibm8Po6CjXGOQfvHXrFkQiEVpbW3Hp0iWcPXuWh4Nzc3MYHh7mBpO23ISj397e/myD8Gke0mDSs7W1xZ01ddoGgwFra2swm81wOp1IpVJobm5mXZxQKOS1vl6vRzgcxnvvvYfBwUFUVFRwui0Zg8RiMb/YarWaU4GBA5IFSYhIhkAx36QPJuY9HWq1tbUsS6DJ5/j4OFKpFJ599llGrdHqlFboGo2GA1Eymcxj6ErSbQeDQezv77PmnTYdpO0UCoV8cdLFRQX49PQ0EokEnnvuOVRWViISiXDBSx6M27dvc4iUQqFgGU42m2WSQj6fh9PpRCAQgFarZU0vrRpp+0Hr4M3NTej1eoyOjmJubg5PPfUU+z3UajUWFxcxMDAA7Se4WZfLhaqqKjZ37u/v8+/g/v37GBkZYXMrbSHoMCHS0VtvvYXz588jl8thbGwM165dQ39/P9NULBYLH9zRaJQlXNSYicVinD17lk1EhUKBjZwmk4n14iTToAKoUCigra0NkUgEGo0Gfr+f5W2lUglVVVUwGAxc5DwaE9/W1ga32w2RSMSGbYFAwKF0ZWVl/Bl59913oVAocOzYMcjlck4TfpIfknfQQ2ZelUrFenqieESjUZ4OWSwWnhh1dHTwJFqj0SCRSGB1dRVtbW3QarVMuaLDG/hFEUjrZJokarVaWCwWXqXT5UXZEmS4z2QyrBft6upi9B+ZCXd3d5FKpTAyMgKhUIiVlRWWGlKKKUkaYrEY8vk80uk0+59ojR4KhTivw263o1QqPZYuTHICh8OBxcVFtLS0MNbx4cOHuHHjBr72ta8x5ScUCmF7e5tRppubm8w/7+joQEVFBRwOB6qrq/n86evrw5UrV1BVVcXhcouLi+jp6eEgNmp2iAZD2uJ4PI7W1lYuYOjyJKoQGTkJKkHyhfLyckgkEiwtLWF4eBgqlYqLgVgsxuccnRc0mAGA8fFxLC4uMnFFJBLxZtZsNrPPQiKRQCKRwO12w+fz4dixYyiVSkilUpy4Wl9fj+XlZXR3dyMQCODIkSNYXV2F9pPQSPp80jaQtlJ2ux3Ly8s4duwY4vE4zp8/z1tZk8mE7u5uOJ1OTE9PM5knGo3i4sWLeO655/DVr34V8XgcUqkU77//PuMYX3zxRaakPelPNpvlnCGBQIDq6mqeNldVVUGlUmFychItLS0caEZ5OrTBEovF3CiRWdXn87FHgDY7e3t78Hg8LJGlTByj0cgZJKlUCpWVlXA4HKirq+OANhr+eL1eJpwRVchms/H7GAqF4Ha7+Q4+e/YsB3Plcjn4fD74/X4YjUaYzWZIJBIEAgE2psdiMUSjUZaP6nQ6dHR04PLly9BoNKipqWF/I5EBq6qqUF5ejosXL7Jpuqamhovc6upqGI1GDtajQQfVA+QhJG8gbfhJ3lVeXs5AEL1eD5vNBpVKhUgkAp1Oh5/+9Kf42te+hmg0ygOzaDSKzs5ORCIRNDY2ctNdLBaxtLSE559/nj141PAWi0UOMj19+jQHjVKKcDqdxs7ODjf9pA6RSqVYWlrCoUOHkMvlMDk5yTIuSqmmTWM8HkcsFkN9fT3L+i5evIjm5mY899xzrEqIxWLwer0YHBzE3t4e6urqYDAYoFarMTMzw5Q18m5QFlQ4HMbVq1dx/PhxxjeTF/bpp59mKTWRL//7f//vOHHiBH+mSqUSKzIWFhZQLBYxPj7OQ7LV1VUMDg4ikUjg0KFDn+od+2yDEI8zeYYmr36/n9NIs9ksJ0vSlA8AG/WqqqrYgf4oAYX+PK3B19fXefpNLwhNqXp6emA2m1FWVoZEIoFcLofd3V2srKywG5+09m1tbaitrUUsFuMJg8FgwO3bt3nKsLe3h4cPH6KzsxOlUgnr6+uQyWTM6qWU3EgkwlxhSlu+d+8eALDZhhCXer0em5ubfHhoP4mPJyb81NQUB83lcjku0Imjfv36dcjlcsaF0SovmUyisbERGo0GbrebsxFyuRxOnDgBsViMeDyOBw8ewGw2o7y8HPX19bh06RLEYjG6u7tZL0/TXGpCiObU1NTEek3yBZRKJZjNZlRXV3MsPR2wZJQk03ihUEBLSwtsNhuuXbuGmpoayOVyLC0tMcaMsLd0cNBhrlKpeLtBGRN0adXX13MAD3HYhUIh7ty5w3kce3t7cDqdmJqawu/8zu9wEUkXHk2YgsEg5ufnWRpEybMUKNXQ0IDBwUH4fD689957OHr0KIRCIRcmf/Znf4azZ8+yXE4ikSAajeLtt9/GK6+8ws3G6uoq+vr6MDExgZ6eHvz93//9Ez1lNJvN/yRdlbwuVVVV/49Njt1uZ6kFFf4SiYTpNORNWVlZQTqdRm1tLYADyAFd+KOjozAYDBAKhUin07zFWF9fRzKZxLlz55DP5xmZrFar2RdUKpVgt9tx/fp1JqZEo1HMzMygq6sLIpEIq6urkEqlaGtrg1gsZl08kbh2dnbg8/lgt9vx0UcfMWXJZrNhenoaPT09/L0QjpNMyXq9Hvl8HpcvX0ZPTw/q6urYVEm8bY1Ggx/84AdMaVGr1Zw0LJFIYLPZAIAbBcpTOHbsGE/Ip6enYbFY0NjYCK1Wix/84AcAgKeffpqDzajpFQqFWFhYQFVVFZLJJKdXd3d3o1Qq4f3330dnZyeSySTOnDmDd955B52dnQAOch2am5uRSCTQ3NzM0ggq6iYmJrjRI/8Fka4CgQCEQiGKxSIbskmKQlvhUCiEQCDAMtJUKgWr1QqNRsMSsGAwiHQ6zY3mpUuX0NraitbWVhQKBaytraFUKnGaOb2HOzs7qKmpYc8b+dqIjma1WrG5uQmn04nu7m5otVrk83nEYjGedPr9fjZX63Q6jI+P88RYKpVyfgbhqN98880n+t02mUyPIckHBwfh8XhQXl4Ov9/PAy4AHFSoUqmwvLzMlLqmpib4/X4mvFHOTi6XQywWYyPzow9JR2lzQPcVUfkoUJCoOYTeJTmbz+dDPp+HzWbDxMQE7HY7D5ump6cxMDDAAYaks6dhGt0tZJb/+OOPceTIEUxOTiIYDHKT73K52MdDGUPb29s8BKMNOw0H2tvbEQ6HGaXa2NiIiooKzM7OYmpqCsePH0c2m0WxWORU4ZaWFjbsU2gakYhocFlWVgadTsdkqMXFRaYckkyTskqqq6vZJ+d2u9Hb24uZmRnodDoMDQ2xD44GOP/pP/0nfOELX0A6nYbBYIBUKmUPytLSEqRSKYaHhxk/Sjk2W1tbqKurg9frRU1NDTfkcrkcDx8+5N8tIeGpTqHzjZQRBoMBVquVfarr6+vY2trie+P27dvIZDL44he/yNlSer2e8yLcbjeEQiF73FwuFydkUyDjiRMn0NTUhEAgwBhX+h1OT0/j0qVLLCkbGhpCJpOBQqFAJBJBTU0N/H4/AoEA4vE4BgYGMDMzA4lEwtCGzzYIn+Ih8kAkEoHRaIROp+NDpFAocKofJSpT6qjD4UAymURfXx9HqO/v7/Pk0Gg0IplMMpJtc3MTFouFCSmxWIxxVUQOKhQKmJ2d5QlvNpvFvXv30NLSgubmZqhUKp4M2e126PV6rK6ucmqfQCCA1WrFrVu3oFQq+TJyOp1oaGjg5F6z2fzYpUH4QuDgMCXkK3AgkaIPkcvl4vUssfxLpRJ6enoY1SmXy2Eymdj0S6SjfD7PDQqtwUh6EwgEEAwG0dHRgc3NTXbgl5eXY3V1lclDpH82Go0sKaApOk3hpVIptra20NPTg2g0Cp1OB7FYDKvVivn5eU4gjcViMJvNGBgYYIY8TTAjkQjEYjH/fdevX8exY8dgsVggEon45ab0ZAAs7SIfgVAoZM22SCSCy+ViTF46nYbT6WQ+dKlUYqmXUChES0sLzGYzS6/S6TTW19f5AjCbzSwNIamH0WhkgyjJYPL5PFpbW/kQqqioQEtLC+x2O2ZmZpBMJlEoFDA/P8+aadJyGwwG5ksfOXKEaVnFYhHt7e3/B97U//Xn0SLBYDBAoVDwBU4EDOAXHiQimhAWcGRkBNFoFAqFgptno9HIm5rKykocOnSImxDa0NBEc3Z2FkeOHOFQxZ2dHZblJJNJRu0RTlYsFmN1dRXAgcY6HA5jZGSEYQE6nQ5jY2Pse6DAwc7OTqZYUOZCJBLB7Owsf153d3cfwwgC4AZYKBSyVHFlZQVVVVUIhUJIp9M4duwY3G433G43TwWNRiN2dnbgdrsxPDzMDTgZBUkqR8ZGGsDQ55+mvvF4HHK5HMvLy6zzfemll3D16lUOkKIJ6fLyMurr69HT08NISGqA4/E4SwDNZjM3Yq+++ipisRjcbjeampoA/AJ1WV1djeXlZXi9Xp4oEimGQAbpdBrb29swGo1YWlriLTH9vZWVlYjH44hGo2wQ9ng82N3d5ck1eTTKysqwv7+Pzs5OlJWVYXx8HENDQ9jZ2eEgzdnZWRw/fpz1zTRgKCsrg91uh0wmw+7uLqqrq3nAQzS9hoaGx4hqiUSCfXMikYg16qurqyx79Pl8bLAl/Cedx0/6Q3dbMBhk1CaFdqrVaiSTSTQ0NMDpdGJzcxNKpRI7Ozu8/TQajTwgqK+vZwmm2+1GJBJhpCQ1CSTnoQKSBgSbm5v8PpJklnwJw8PDqKurw9raGjKZDIduDQ8Pw+Vy4dChQ/z+1dbWYmxsjOXExWIROzs7MBgM0Gq1eOONN2C1WhmpTllGwMGWv6+vD/F4nGVFxNwnb4zRaOScCxpOEVyDNPwk0yE529TUFMRiMfb392E0GnH//n3GptK0n7Cm5Nfb3t5GIpHgDSJBSpqamiCVShEIBHDy5EmWZNIZRH6qW7duweFwQCqVMgCCDMICgYApS//23/5bpFIpeL1eNpDfv38fp0+fRkNDA5aWlrhOKi8vZ28KqTdosEYyyJqaGhiNRq516HsiyuSlS5fQ1tbG+QPUYNE7GQgE0N/fzwQlAkKQv4/C19xuN2+ec7kcIpEIKisreXgqk8nQ3t6OiooKzvMwGo04evQo105yuRwqlQpKpRKNjY0YGBjA5cuX4fF4MDo6CrPZjI8//hhDQ0NYW1tjxUFPTw9voT7N89kG4X9COqFDgYxrRqMRFRUV/MGvra1FqVSCxWLBzs4O/1Ln5uY4YEUqlaKuro4nZADYRa7T6diMQkmE1FXSJJx0yCSjkUgkzAZ++umnGV+Zz+exuLiIuro61t4TvaS1tRXl5eXIZrMIh8PweDx48cUX2Rwnk8ngdDrZMEnGV9IiUygc6d8BsAxgamoKwEEzsbe3x2vY4eFh1sPS1GBhYQE7OzuQSCSYmZlh9rxSqcTMzAyam5sRCoV4VUaIOQpooxRSq9WKtrY2lEolLC8vMxGqoqIC5eXlzEknw86DBw+Y7d7c3MwpmC0tLQiFQrwBIm2ew+HAnTt3EAqF8Oqrr/LvUa/Xw+/349q1azh16hSkUinm5+d5yiCTyVAsFnHr1i0cP34ct27dgtPpxNGjR5lOoFarsba2hng8jpaWFp4E3bp1C/39/WhtbWWtJ00aCOm4urr6mESopaWFD/v19XU2iweDQS4+6uvrkUgk+CAhuhFpEykU7O7du1zA0c+b1seEBpTL5WhtbYVGo0EoFGJ0osfj4QnGkzpl/OWvrba2ljXx9N+TZODRZ2hoCA8ePIBEImGtJwDmZBMjndbXJDNKJBIIh8OMO6bikUylVqsV+/v77B2gLRdNvc6cOQOZTIZSqYTd3V3cvn2baRVkjHv77bfx0ksvIZfLsdExkUjg3LlziMViuHv3LqqqqrC2tsaZF6RppyRTwmuSjJGKTo1Gg42NDf4s7O7uMlL56NGjuHXrFk6fPs3Sx+npafZ4CIVC5PN59muMjY0xVpmGJbu7u/B6vZw039jYyAOQwcFBFItFLCwsYGpqiiUOwWAQIyMjHNLW2dmJjY0NWK1W+P1+lkVsb29jYGCAzxLSc8/OzvLGJB6P44UXXoBUKoXVakVFRQXm5ubwve99D3/4h3+IXC6H2dlZCAQCPpdSqRR+9KMf4dVXX8XY2BibNWkLQanct27dwlNPPcWfocuXL8Nut7OpnQzb9LtYWFjgTRZtDGkrEwqFsLGxwedTbW0tZDIZm2u9Xi83muQrI+moQqHgTYvFYuE0+J2dHXR2dmJvbw8KhQLr6+s8BSXjJ32miab0JL/bnZ2dWF5eRj6f56l+f38/o8J7enrgcrmQzWbR3t6O+/fvAzjIDCIPTTweZxMyAT+6urowMzPDfx81AzU1NUxvIzMuTdOJHmQ2m1EsFuHz+bC9vc1gAirgyfgOAHNzczwRJpqZ3+/HU089xR47ALh//z5++7d/m8O5MpkMVldXEY1Godfr0djYyAMIkUiE8fFxzhkBwFkGhBENh8MIhULo7u6GQCCASCRCbW0tFhYWcOLECWg0GkilUkxNTSGdTkMsFmNqagpms5kVAT6fj/HPNI3f2NiAzWbD7OwsGhoaoFKpWPLW0NCAaDTKCdWE9mxqauKMJJ/PB5vNhhs3bmB4eBhutxuVlZVQqVTY2NjA2bNnsbi4CJFIxHf49evXmXBUXl7OyFa5XI7KykqEQiH8xV/8Bf7oj/4IADA5OcnZElQrEd1tc3OTDdx7e3vY2trC4OAgpqamIBAI0NnZienpaTz11FOMcu3r62OZ84ULF/DMM8+gvLwcS0tLyOVy0Gq1yOVysFgsTAgMBoN49913UVdXh1QqBaPRyEMA2loS7pVIZ5Qn0dzcjEgkgqWlJZZAv/322+jr6+OcHIIo0O8LAD788EPerBIa+vLly59tEP5XH4VCwQWQWq1muQCZQ7VaLba2tlgPTpQTilEn5BqZVYk+IhKJeNJALy7wi5h3ShKUy+UwGo28hSCJU09PD3fJNOFeXFyEUqmEwWDA9vY2lEolpFIp9vb2OEyMMItqtRq9vb24e/cudDodTz+y2SzS6TRaWlo4avz+/ftsgH20OQDAxBAAsNls2NzcRF9fH3Z3d9kUVVFR8VhuApm3H5UCkG6/paUFq6urnKJKpiVao9HkHDhIH2xpacHGxgb/nNPpNE6ePIlEIsFEHirARSIRBAIBGhoaGD9J03SDwYBisQiXy4WVlRUUi0U0NjZysUYaYJITERGGpkgikQizs7NskL5//z5jRtPpNEZGRvgAIk8IUR9orXjr1i3U19fD5XIxZYW+18997nNQKpVwOBxsziYzpMlkglKphFKphE6ng8fjwd7eHrRaLdrb29mbQp8rutRISkBmKJqmEMKPti9/9Vd/BalUit7eXjZSkrY1mUzy5IlkN0/y43A4uJmVy+XIZrOMMaTn0S1DeXk5UqkUpqenH6MJERIXAG/NaKpLQXdkeieZncfjYYpWeXk5WlpaOP24uroa0WgU6+vrHO5H2MFUKsWG4tHRUWxsbLCh0OPxYGBgAD6fjzebpDGfnZ2FVCpFKBRitOEHH3zADeje3h4nxhP9ZW9vj4O9xGIxJicnUVtbi+PHj2NjYwN1dXVsTqZ0c5JA0mdgeXmZm0ytVsuFislkgt/vZ1O/0+lETU0NTCYTyzKmp6cRjUaxtrbGwUQkm6urq4NOp2PmPOWjCIVCXLx4Ebu7u5wOT2nS4XCYyUFutxs7OztsGLZarXw2LywswGazQSAQoLKyEr29vXwWkjaZPAzBYBCHDh3ibcijiGmFQoFQKITKykq0tLSgqqoK8Xgci4uLaGpq4g3f2toap2aLRCJYrVZUV1czNSqdTrORcm9vj7MIAoEA9Ho9G6IJiUzDJJJEEF6WMJzkd/nhD3+IgYEBhMNhNoQHAgFoNBq+Z+x2O4RCIXtjCAf7pD9bW1ucckx30vj4OPR6PUZGRjA2NsYqAAJPZLNZLCwsQK1WQ6vVsteCNvwKhYKHSLRFIJkhvcs0NNre3uaE8Ef9SURScjqdMJvNPDTMZDKIRqNMoqPzlIZIFouFSX2URwIAzz//PO7cuQOdTsd3CZ3ptbW1sFgsvOHL5XI8nAgGg+jp6YHP52MVg0wm459fZWUlvF4vlpaW4HA4WOZGP0uBQIDFxUUYDAa0t7dDoVAgEAggm81Cp9Ph4cOHfNYBB0ZolUoFh8PBW1Dy2wQCAd4CeDweyGQyjIyMYGVlBY2Njdja2uL3k7Y/5Nfyer04d+4cb+ODwSC2t7exuLgIhUIBq9WKSCSC+/fvs5+E7jOFQoFnn30WpVKJDeezs7M4e/YsSznz+Txjgp999lke3litVpjNZh4iaLVa9Pb2IpFIwOl0orm5GalUCjdu3MDe3h46Ojo4TPXIkSM8SCLYSHl5OQedajQaLC0tQSKRPIZOpfqAkMnUnFINsrW1hWw2C7vdjv/6X/8rGhoaoNPp4HA48NFHH6GxsZE/t8vLy+jr64NWq8Urr7zCTS/dD5/m+WyD8D/JQRAIBGxmIrkGZRJQYUWrWHLQBwIB5u5TciqFIQHgDyhdmMDBAZfP52EwGBAOh1nf5vF42HRMlwlwUODk83nU1NSwlIG4v0qlkgPB8vk85xRQ8ZFIJFAsFhl3RmzzxsZGNneNj4+z255Wpo8+Go2G+e+ksyPT1qNplm1tbYxxpQ8qrcJ9Ph9rbClTgg4J2tzMz8+zKclms2FjYwOxWAw1NTVobm5GqVTCysoKo7xaW1uxuLgIk8mE9fV1HDp0COFwmLF0xHh3u90YGhpi8+fk5CSAg/TNrq4u3L17F83NzVxkUJgc6QxdLhe8Xi8X2cViEQMDA/D7/VhdXWXkqkajwdTUFJqbm1EoFGA0GuH1epHJZHDjxg2cOXOGfQIAWKpEhUAsFkNfXx/TNNRqNfL5PCKRCJsrU6kUYrEYT6tIZkUTQ0pvpcKKDsze3l4UCgUsLy9DKBRifn4ex44dY2Spz+fjaXplZSVSqRR2dnbws5/9DF/84hdZ61leXo50Oo3//J//8xM9ZaT3md5D4KDAp+RfAEz1oUk8cDBh7+7uhsvlQiQSQXV1NUqlEssUKIuEyCZkzm1vb0cymcTy8jIbV4nuRdjgrq4uhgWQtIESfSlQLRQKsdSOULXka7p58yYSiQReffVVlqclk0mEw2EUi0W89dZbGBwcZJmaVCrFjRs38N5776GlpQXRaJRpaWRu6+/vRzwe55U5mfVpoxWJRFBRUYGRkRFuLHK5HK5fv462tjZ+H0iKmUgkeEtQV1fHfiv6vJK2mtb+5ANTKBR4++232QNmNpuxsLDA4WlNTU3weDzQarXw+/3w+XxMGrNarVwMJRIJlkKcOHECTqcT9fX1cLvdzJDPZrPo6+vjodC1a9fQ29vLJu2BgQGsrKxwWjwFDr3xxht46qmnsLu7i66uLpbj0Tsil8uRy+VgMBg4SbVYLHIzaTabUVVVBeCggKIt8NDQEOfw0Eb50qVLLDNpbm7mIcrKygp6enpw+/ZtVFdXo6GhAZWVlYjFYoyvJM04SYfonCFO/4MHD/gsJ537ysoK+vr6UCqVnnhCGX1tHR0dCIfDqKurw+zsLIc95nI5DA4OYmtri39uOzs7qKioYPktyeCSySQsFgsqKipYV08T+8bGRv78Udga8IvNgkKhgMPhwMzMDOMjbTbbY0MmyvkhnxlJuMgrRDXG22+/DQD4yle+Ao1Gg2KxiFwuxzkihAundHWxWIwbN27A6/WyRIpkzvTU19ez8bmhoQGTk5Po6upi/DEFeqrVas5aSqVSePPNNzE6OspUpqtXr+L8+fOMBp+bm2PwgNvtxvb2NtbX11FTU4Ompia4XC6srq6is7MTDQ0NKBaLeOONN3Dq1ClOdX7w4AFv1np7exEKhfDxxx/jS1/6EkKhEBQKBR48eIDTp0+jUCggmUzi/v373EidO3cO3/72t/HCCy8gnU7DbDZzirrBYEB5eTnGx8e58VcoFMjn8+jv70coFML9+/eRy+VYFrS6ugqNRgObzcYyUKlUitu3b3MeRSgUgtVqZXABSZj9fj9OnjzJdCsiO5Fnk7CuFJTn8/kwOTmJtrY2pt35fD7odDrIZDKMjY2hpaUF+Xyeh81/9Vd/hddeew3j4+Po6+tDPp9nyhxwENxKckfykBIYgsIr33//fQwNDeHdd9/9bIPwaR5a4wLgQoIwgTabDblcjid+pK2lIBPq2AGwtpnICru7u3w4ULaBzWZjVCgVjqFQCA0NDWzsoX8XcdljsRgsFgsXtDs7O7Db7YwaI307NS87OztIJBIwGAzY2tqCWq1mahCtGKnBqaiogMlkYnZvqVTCxMQEcrkcFztbW1ucxwAcUHToMAqFQgiHw6ivr2etLcl38vk85ztQCuXa2hoGBwchkUhw8uRJNnYlk0m43W5sbGzAZDLB4/Ggvb0dsVgMUqmUUWfE+KXtgVQqhdvtZrws/ezMZjPm5ubYhHjv3j04HA54vV6MjY1BIBDg0KFDjFYkLSpRZGZmZthcevfuXVgsFoRCIdTW1nKCJBnNad09MzMDh8MBsVgMp9OJCxcu4Bvf+Ab/LGgqSWZ0ADx1Jk2iWq2G3+/nHI5EIoFsNsuTCQpEIWlTPB5HfX09CoUCLly4wHrIhYUFmM1mnphfuHABn/vc57C0tASZTAav18urW4fDwVg3uVzO/gbShJeVleG3fuu3eJJBFxVdlE/yY7VaGUtIRSrhNgGwT6WiogLz8/OPNfWPNr1kfiSD7ubmJhKJBOrq6ni6Xl1dzWnAdXV1mJyc5MEChV4plUrcvn0bra2t8Hq9bLBzu928xaKwtN7eXqRSKf56SK9KSZvLy8uwWCyQyWRIp9PMO6dkVa1WC6vVCrVazfkbH330EcxmM/R6PYef+f1+jI+Po7y8HDU1NWyoJmN6Z2cna+lJzkZfT3t7O6RSKZaXl7Gzs8Npo2VlZVhaWuINJMkaVSoVdnd3MTg4yA2KSCTC/Pw8yy2am5uxt7cHoVDIoWckCZmbm0NtbS1u3bqFI0eOcMgiDU9cLhdEIhGampowOjoKl8uFa9eucQp6ZWUl/v7v/x4vv/wyAODBgweora1FMplEW1sbo2fpzKezVaPR8GUtFosRjUYxMDDAeSL5fJ6lHJSNQGZXwhfTtoWaeDq/dDodtFotPvzwQ/T29mJjYwM6nQ7z8/M4ffo04vE4tre3IRQKectI0k6j0chNLMk/SLJQLBahUChw7do1NDY2Yn19HWfOnOHgSK1Wi6WlJTx8+BCFQgHnzp1j39Mvc/2fxKe1tZX9aSRRaWxsxOrqKofyXb9+HcCBvLexsZE9A2VlZQiHw+wJlEgkPDCxWq3Q6/UcCLm0tMQafsJF0haGtrKpVIqJYQD4P+mzrdfrMT09jZGRETa4UkiW9hMcOTUbJPPTarUwGAychxAOh7G8vIyenh7eaGs/CUO9c+cOrl69CpPJhNraWtTX12NjYwNSqZRN2F6vF9FoFL29vSyLobuDqHfkBbp16xZaWlqQSqXw3nvvIR6P4+WXX4ZYLIbRaESxWGQyW6FQYDOx1Wpl4AdRhMi3odfrcejQIcRiMZSVleHu3btwuVx8hm1sbMDj8aCnpwdra2t4+PAhjh8/znXAm2++iZGRERw9ehTAQeHt8/lw/vx57OzsoKenBz/60Y9QV1eHfD7P77bb7UZ1dTUePHiA0dFRToum9GnySVBopFgsZo/F0tIS37W7u7tQq9VYWFjg4Lh0Os0qAblcjlgsBolEwp5O+n0uLS1Bq9WyHzOTycBkMuH48eNwOp0oKyvjFGT6c6VSCRcvXoRGo0FnZyffxx999BFL2+icnpmZwQsvvMD+kmg0iomJCVRVVTF0IhwOw+l0QiQScc36zz2fbRA+mUQQb5wmOGazmXnaGo2Gi36aPAHgcC9a6aTTaej1eqhUKu7eHsXFkWlNJBJxIU2pmmRe0uv1EIlEnOCr0WgY20kGWDLgaT9JEh0bG8Pw8DA2NzeRy+Ugl8vh9Xo5FZSKBqJebG5ucnhHRUUFamtrodVqEQwGcffuXW50yNlPphbyStDku1gs8hSlrKwMjY2NkMvliEajiMfjqKmp4QaADE1UpGm1WjQ0NEAsFsPr9bLUZXp6mgkTNO0k+RR175R6Gg6H2adhNptZCkb0DsJ7RSIRdHZ2MklkcnIS/f39TIeamZlhvaRMJsPw8DCuXLmCjo4OlEolbG5uoqWlBfF4HPv7+7BYLHj99dfxla98BZlMBv39/XzRkETlzp07mJmZ4SwHp9OJc+fOcaCK1+vF8PAwFhYWcPjwYTZME3Nbr9ezlGNhYQFf+tKXUFFRwemN9fX1qKmpQTQaxT/8wz/gyJEj2N7exsrKCoenkdSCDgqpVIpcLodDhw7h/v37rIWWSqVIJpNIpVIQCATcqJCumWQVSqWSSRU/+9nP8Oqrr+Kv//qv/6+YMtLnjp7q6mpeAdNaXSaTMWv7UXoJ/U7poc8nGZptNhvy+Tx7glpaWthUTLICggSQZMbr9UKj0XBmAJnVSRdNl9Ta2hqz23d2diAQCBCNRnH27Fmk02ns7e3BYDBAr9cDONDYUtNKG8KKigoEAgFMTk7yhVdVVYVSqYS1tbXH/C6VlZV8FtXW1jKab3R0lLd6MpkM+XyetwVE8Xk0aKi1tRXFYpGTilOpFObm5mC32zE9Pc2pwi6Xiyd12WwWR44cwUcffYRDhw5hYmKCJ33Nzc3I5/OsISa+OKE56cypr69HMBjkTeHm5ibDH6h5f+ONN7C/v88Bka2trUyEs9lsnPlA2l/ajlDI2eTkJN566y184Qtf4OBBjUbDRmAqPN566y1OWO3o6ODJMeE15+bmIBQK8fnPfx4qlQqxWAy5XI7lP7FYDN/97ncxMDDAQXAymQzr6+sczOd0OpHJZGA0GvH666/jW9/6FpaWlnD58mV87Wtfg0KhwPLyMssqHy3waDqqUCgYArG1tYXZ2VmcPn36id8gjIyM4Pbt2zydpd8bUV1++XmUVw+AvTUulwvxeJwNzQBYu01mfgCcUSKVSrlpp+AuovoRqSefz6Ojo4PRpY8+crmcC/a2tjY2xtNmrq+vjwPSbDYbFAoFysrK4HQ6sbe3x0GA1dXVjA6fmZnBnTt3IJPJ0NzcjGKxyMMKQj1TA7O9vc3Y4UAgwEhvauZpmxGPxzkXo7OzE9euXcP58+ehVqsBHAxTNRoNDxwrKioYjFBdXY2FhQWWr62vr+P8+fMsr3a73UwuUygU+N73vscZNK2treyRJGk20cAoByEQCDARrbW1FSaTCWq1Gt/+9rfx/PPP4/79+2hqauItDqGk5+fnmWzkcDjYp0CAgsnJSbzzzjs4fvw4T/u7urr4nF1YWMCZM2fwve99D//m3/wbrg0EAgFnZWQyGWxvb8Pn8+GFF16A9pOARQq/JWno3/zN3+DEiRPY3d1lZQXlckUiERQKBdy7dw/Nzc2YmJjA4cOHkcvlEAgE0NbWxsNj+uxR5gTVsCRZJPO5VqvFzZs3eciytrb22Qbh0z5UAMTjcTaMxONxGI1GnrbT2nxkZITTj6urqznwg4r4cDjMyaQAuMsmkx41GAqFAq2trbw+LhQKCAQCvA6mLn9jYwMWiwUmkwmRSAQdHR3Q6/WIRqNcdAeDQZYQNTQ0cJCQQqFALpdjSk93dzekUikmJiZYErWzs4NkMomdnR1OLgbA/37qNom+RNsDkskIhUJen+7t7SEajcJqtWJqaooRqdQU0SHqdDoZpUj5ECRzWVlZYa8HHXbxeJwnRSShAcD/uba2xum+RC2gbIfa2lrW9nq9Xpw8efIx/ahYLGaj1uzsLCdFUiDT2toa/yxonXrq1CkmRpB2VKvVIplM4s6dO6iqqkJTUxP/HZ2dnWhpaWFaDiWpklmWdL8UwPLss89CLBajpqYGJ0+ehFwuR7FY5OTmUCgEqVTKq1OPx4NUKsXheYRGC4fDkMvl8Hg8OHbsGG9hKC21srKS0Y49PT1wOp38Z27cuMGr6Gw2i1gsBoFAgNu3b+PFF198TM/6pD+PNgdWq5Xfk/39fSZgAQdFQG1tLfx+P2w2G7PniUxF+GGBQIDl5WUA+CcFwNTUFBQKBerq6tDa2sphP5R/UlZWxsbGhw8foqGhARaLhadH7e3tSKfTcLvd/HUsLS1BKBTyOXHlyhXeDM7MzKCmpgadnZ2wWCx48OABGhoaeGsXiUS4MKAzyel0orKyEv39/QDw2GecLk+6NI8cOcJbAVpnk2a+oqICN2/eZNmGRqPBRx99BJvNBqlUyoUGDQiqqqpw6NAheL1edHV1YWpqCiaT6bEkZ5KM9PT0cLpxRUUFCoUCbDYbbyQB4PTp0+xvmpiYYLDA6uoqB2eVSiU0NTXh2rVreOaZZ5jIZbfbcfHiRahUKqjVavz4xz/G8PAwcrkckskkPB4PhoeHYTabGUXr8/nQ1dWF7u5uXL58mc3/jxq3qXmKRqOQSCTY2tpCe3s7UqkU5ufn0dfXB6FQiNOnT3NYFvALszxt74ADecju7i6EQiFMJhMEAgE6Ojrw0UcfIZPJ4OLFizh79iy0Wi3+3b/7d/wzp6KBwvwIT51Op7G5uck+NTrLCf1McrNflpc+ic/6+jpPa+n+djgcGB8f58kt3Vk0lSWYRSqVwvj4ODfTALg5AA7kQzQoAw4aAfpzlM/T3d2N8vJyzh4iHr9SqYRKpeL0Xo1GwzQaOv+p4CVcLQDWqpPshHDhRE0TiURYWlpCdXU1qqurGYkeDofZZ0W6ehpYkk/wlx8KHlQqlVhaWkJLSwsPOGdnZxn9u7+/j9bWVqhUKrS3t+PSpUv4whe+wHcK6f0DgQCfj/F4/LFEeolEwptxwshqP8ki2draYtyywWBgj8L+/j4SiQQcDgdT2GgYScQgyl9KJBK4ePEivv71r3NDfvr0abzxxhs4c+YMb9PJh5hOpzE3NweVSoXKykoolUoEAgHMzc2hsrIS//Jf/ktMTExgf38fQ0NDaGlp4Q0l4eife+45JlqSJ2R7exstLS2cKUSfOQp/SyQS8Hg8LHMibyQNWIhieO3aNWg0GqytrTEV6dixY0in02hsbITX68X6+jr6+/vh9XpRXV2N7e1t1NXVYXFxkaXUVHPFYjFuBGtqajAzM8NKlX/uKfuU7+L/3z80FSfiDE3v3W43QqEQtra2GKNJE7GWlhZ+OSmdVqfTAThYf1EkNk2vstksT6bsdjuSySQX7iqVigvVlZUVZtfm83ns7e1BJpPBYrFwx5fP53nFR1o3Mtg6nU4ufAHw6o/C3iYmJtDR0YGtrS1EIhHMz89jc3OTdWsmkwmVlZV84fn9/n/CgxaLxYhEIoxjo6KHpuylUgmnTp1ijq9er4fVamV5C3Ag2wgEAnA6nSxX0el0HGefTqcRjUZht9uRzWYhFovR3NyMWCzGyMLu7m7mt2s/CVATi8WP8YrD4TDu3LnDFKrr16+jUChgfHyc0bXAQcNDfoZSqYSFhQXs7u7yz76+vh4GgwEqlQqZTAaLi4ssF6DCi4yNZP602+3o6upCe3s7ZDIZysvL8c4773DTQgi5H/7wh8jn8/w9RKNR9o7QIUS5B/v7+wiHw5weub6+jj/90z/Fhx9+iA8//JCLYZpsUVgLZXTIZDJUVVVhaGiI/QtVVVWYnJxEqVRiKlRvby9u3LgBgUDAoUHBYJCnPtTQ/d/2EHmDfrdkDAcAi8XCxVFZWRnjCUmXXFlZCQD8+aOnpqYGPT09AMAXyt7eHlZWVlgypFQq+Z1uamqCQCBg4o/D4eCwsf39fWbVNzc3AwC6urrYyF4oFNgobrPZcObMGdjtdiwsLMDj8bDH4eHDh5idncX6+jobBOvr69Hd3Y2uri5OCV5bW0MkEkF3dzd7AWZmZlAqlaBWq7G6usomyOXlZWg0GvT09PD5Rv+cVCrF3NwcSxudTid8Ph+KxSIKhQLa29shkUggl8uxubmJW7duYXh4mIsLlUqFubk5xGIxmEwmSCQSuFwuToydm5tDeXk5h5BVV1dzwWAymXD06FEOTCyVSizfIzTr4cOHsbm5yYQYt9vNxRv9nW63m43FhFOlLWipVMLf/M3fMJr1yJEjMJvN3LQBwIULF1ir/sILL7Df6tHUevq9U+AbTWQlEgkHb4ZCISbD/OxnP8O1a9dw/fp1BINBDocrLy/H0NAQJ+GKRCJIJBI4HA4MDw+zzEij0WB5eZnlEIRwpjMrn88jk8ng9u3bzJL/v+HRarXcMNpsNnR0dGB8fJwN3GazGR0dHQAOhl2EQo3FYuyzisVivF0HDn4Hzc3NvNkidCwhJclgSoGDBC/I5/NYXl5m8p9areZhG9Fj6KmqqkI0GsXy8jLfzSqVCg0NDfx1LSwsYHt7G5WVlVheXsbU1BQXhXSHejweLC8v83bSYrEAODh/qNkgadovPxaLBS6XC8VikQdX9HN7+eWXcebMGVRXV8PhcEAoFEIgECCbzUKj0TBZb21tDcVikTcMOp2OGxoaPkxNTTGwgLYKU1NTKBaL2NjYwPT0NLLZLA9VZDIZk/dKpRK8Xi8H23300UeIxWLY2NjgpoToQM8//zwCgQC8Xi9WV1dRXl6OY8eOwWAw4MUXX2SqFAXekc+GgkuVSiX7CysqKnDy5EkMDAygrq4OCoUC5eXlTIvM5XI8CPjzP/9z5PN5Tr0nGSllQJC8WCwWQygUYm5uDj6fj/1i/+2//Tfcv38f0WiUvZaEse3u7sa1a9egVCphsVhgs9lgs9lw6tQpvmOqq6sBHDS0NOChgFXyrvh8Puzt7eH1119HIpHAl770JfT29n6qd+wziVE8jq997WvI5/PIZrOIx+McmU6FPUlgaJJDUxd6dDodG/BofUiHMZlXCNdJFBoyAXs8Hg4LKysr48uLCodQKASPx4Pe3l4IhULeXNBknORPNA0gUwpwMOlQKpXw+XysOQ6FQpxuWCgUIJfLmcev1+u5GCUMJxXY1CDY7XYUCgUuoux2OwAw/1sikWB9fR0dHR2MlEyn04+tIYn3Tmiu+/fvQ6PR8Ep/bW0NQ0NDHPCjVqvhdDrR0dHBMjCtVsva4kAgwGSfTCaDpaUlXlVGIhH4fD7WDE9MTKC6uho2mw2RSATLy8sYGRl5LGWQCAxtbW1sjqYAut3dXbS1teHmzZssyTGbzRgbG8Nv/dZvMTHD5/MhmUyipaUFGo2G8zJITraysoLvf//7+PKXv8ypsSRNcLvdOH78OEs2AoEA3G43c/D39vawvLyMtbU1NDc3Y2FhAfF4nA8SMlFRA0d6xYqKCtjtdsRiMchkMthsNhSLRfzd3/0dvv71r6O8vBy3bt1iyQJJ0ag4/PKXv8wHYDAYRD6fxw9/+MMnWoZgs9nY1ErNoPaTECmaKiWTSZYL/c8ewiWSjIyQu0TtAg5kSFKpFN3d3dzoE1q4vr6eC8xEIsEZJETaeTRw60c/+hGAg8l4qVRCOp3mhm9nZ4c3cJubmxAIBNBoNMzHp2Y9EonA7/dzwqvf78eRI0dYQ0ta/oaGBi7kgYMmhAJ8ampqYLFYHiOmEOr17NmzbHq7cuUK5HI5mpqasLe3h7W1NU7oFovF+NnPfoaqqiqeaFOSaCAQwNraGvr6+rgYo/RikUiEK1euYGhoiNNAR0dHmXAkl8vR3t6OxcVFyGQyTrCen59HfX09qqur2dvV2dkJv9/PAxG62KurqzE1NYXOzk4+61wuF4aHh3H9+nVu0o8ePQqfz4f+/n6Wa3q9Xly/fh1f+cpXUFZWhtXVVTz99NMcunXhwgVm4m9vb+PIkSMQi8UwmUyIxWL8GUkmk/D7/fB4PKiurkZ5eTkSiQQ2Njbwl3/5l/jyl7+MVCr1WJKsTqfjQmp3d5fxqXTvUAgmJaCTlI1IW4VCASKRCNevX+cNKXlfALDBUa/X46233nqi3+3e3l7m9JNHhCa0Go0Gd+7cAXBwP5Pclc7RRzf59FBw16OyIuAXEsOysjJ0dXWx9p3uSpoa03CI8mceDVAlnxx53CgwlSTKwMFdKhaLEQgEeBNhsVhgtVp5E0xFZCqV4uA1uVzOQAudTod33nmH8Zx0Tz8qZeru7ubhH2nYx8fHOYHbYrHw8MnpdKK1tRU6nQ73799HVVUVh8P5/X5MTU2xXt/j8XBzsrS0hKeffhorKyuIRCLo6+vjIZ/T6YTJZOKaiN4D2q7Rz5XwyPX19bhx4waUSiUEAgEjjLVaLbxeL5uwNRoN3nnnHbz22muYnZ1lDwedoQ0NDXj48CHS6TRu376N1157DYFAAO3t7bypXFlZYVyuQCCAQqHg4EOn04n19XU8ePAAnZ2d+Ku/+iv88R//MSQSCROpent7WQ5K/hiCnORyOSwuLuJv//Zv8Ru/8RuIRqN4//338fnPf57TlN1uN0QiEfsfSdZG5+BLL73ETccHH3yAZ599Fnq9ng3H9+/fZxnXqVOnEAgEsLy8jKGhIT4Pcrkcjhw5gu985zufSYw+zaPX61lbmE6noVAomJBBK7Hd3V3I5XI2mRLPmsgZj66/KCSNtHJCoZDDkOiZnZ1FRUUFB4vQAUDdYzgcZgNTJBLBxsYGT4iy2Sx36bQOpwlAIpHgTYBSqWSDEzHLaQJKL87KygpPzLLZLObn57lwoo2I1WpFZ2cnVlZWWF/X0NAAj8eD6Cdx86RXrK6u5gnewsICG5UovIeaD0orraqq4u6bdHharRaZTAYNDQ0QCoVYXl5GV1cX9Ho97t+/z5PBvr4+LC0tcXPhdrv595JOp9mYabVa2eRN2LStrS3o9XrI5XJkMhl0dnZifX0dfX19kMlkePfdd9HS0sKX7tLSEpqamtDe3s669TfffBO9vb1YX1/HyMgIdnZ2sLOzg5/+9Kd4/vnnkUwm4XA4EI1GOWyMpCMulwuvvfYaysvLWY+9v7+P73//+3j55ZdZb1ksFh9bo5OmOhAIoL6+HpcvX4bNZsPa2hpsNhtu3bqFiooKTE5O4tVXX4Xf7+fsCkLDbm9vM4pPJpNxArBarUZ7ezu+//3vw263Qy6X48MPP8Tw8DAbJe12O3Z2dmAymf4JAvdJfAgVS4ZCQoHu7+/D6XSiuroatbW1HGNPn32FQsGbK9KZ08SdQAM0hQbALPWdnR3292i1WmSzWWxubiKZTDLnf25uDsePH4darWZikdvths1mY6Y9hTFKpVKW+VGoEDUdWq0Wa2trqK6uhtPphFAoRH19PWctbGxsMFbP7/djbGwMg4ODcDqd6Ovrg16vR01NDU6cOIGJiQkOCyITHQUs5XI5vpx2d3dRUVEBr9eLyclJxgDT+VleXs4bzIGBAQwODiIajXKGi1wuR3l5OTQaDYaHhzE/P4/e3l4kk0lMTExwYuro6CgSiQSb/65evcpNC8kErFYrf/90PgoEAty9e5fPALlcjsbGRvh8Pm7E/uIv/gK/9mu/xlhnqVSK9vZ2vPDCCxygduHCBQwODkIgEPBaPxqN4r333sMLL7yA0dFRTrQ3Go2MqCV5Im0L7XY7E00uXLiAV155hakn5eXlnGfj8/ngdruRyWSQyWTw67/+67h69SoqKirg8/lgNBoRDofx5ptvYnh4GM3Nzbh8+TJ+53d+BxUVFchms0yo29nZQS6X422rQqGAxWJBS0sLtre3IZFI0Nvbix//+Mcwm818pqjVajQ0NMBms/2TXJAn8aEGM5VKQavVsleNziUaoE1PT3OKss1mewyw0N/fz+Q+aoRpkxcIBJDL5XhTajQaeesOgH0jRJ4hXwdtrmtra7GysoJcLod8Ps9y0Fwuxz66SCQCuVwOsVjMMsfKykpIpVKeoo+NjXGt0NrayhQrp9OJnp4elh4RtpQawjNnzmB/f5/fO+CAYjQ9PY2WlhamiwEHKNXd3V3s7u4iGAxiamoKPT09sNlscLvdmJqaQl1dHebn51EsFtl/qVQqMTc3xz8fCuR8+umnMTU1hfPnz0Mmk+HnP/85VCoVpyMDB3XXxsYGBwUCB0OQ9vZ21uBns1nMzMxw3aDVapFKpRhcYLVaMT4+jnPnzvH/TRRC+l3V1NTw11EoFPDzn/8czz33HH+Pe3t7WFxc5CDGQqGAxsZGbG9vY2pqCv39/cjn83y/07D23//7f49isYhMJoM333wTn/vc5xg2QnS5ra0tbG9vw+/3MxL/i1/8It544w1oNBr2lG1sbDAVk+pQklyRJInuLQoCDAQCXPu1t7cjFArhi1/8Ivx+PwqFAuLxOPR6PQMTIpEIamtr+Yz5NM9nDQLAK3a73Y5iscgd+ObmJhtGzGYzT2VdLheqqqqwt7eHubk5lJWVIfpJpPnu7i6bgMLhMLa3tyGVSlFTUwOFQsFNAk0biH5Bxlqz2QyZTMaaRpFIxOYlottQkikVJVarFR6Phw+Yvr4+1kbS1J60mPF4HAKBgFGDAPgyo3Ak2hbMzc2hu7sbwAErfnNzE3K5HN3d3YhGo5wMGQgE2AhKuM3q6mpeWQaDQZhMJjQ3N0Ov1zNDfXNzk6fVdLBls1mWLojFYoyPj0MikSAajbJ0aXp6GtXV1SznIuIESQEUCgXkcjnu3LmDhoYGNrARblIikfDkLRKJYG5ujkk+REGh75kKGqvVipWVFRw9epTRYvQ7uHfvHrq7u9lr8rWvfQ3hcBhf/epX+bAjTOL+/j4MBgM6OjpYfx4IBHDz5k3I5XI8//zzkEqlWFtb47Csvb09niL/5Cc/gUql4snVyZMnsb6+jmeffRaFQgGHDx9GWVkZ4zW1n4SvEYHL7/ezkT2RSHDQ0x/+4R/itddeY2NTOp2GVqvF8ePHEY1GcerUKeTzeTYCzszMsDTiSX4IJ0dFllAoRDwe53AzohMRpYw++wKBAAsLCxzApNFoOEWcCEZkau/u7n4sMyUSiXAaLW0aamtrmR6hVCqxtrYGgUDABLVgMMjZFc3NzQw50Gg0aGpqwv3799HY2IiWlhYMDQ0hHA6zdIwIIgCwsbEBlUqFyclJiEQiNDc3MxWsp6eHw6KuXLnCJmYaeOh0usemd5RmTonnFLpIwADajNTX10On08FkMvFmKRQKMZWF8kBqa2uRSqUY+fnmm28CABdhdrudt4vBYBCZTAYGg4HpQ7Q1CYVCmJycxNDQECwWC6eZNzQ0wOVy8cRXIpGw/np9fZ1198AB6WxoaIjPFMpJKBQKWF9fh1KpxPz8PMrKynD8+HGYTCZMT0/jm9/8JmdRUGMjkUhw/fp1pgMNDAzA5XLxe0LJy8899xzEYjFCoRBf4BTqVSgUMDExAbFYDLfbjV/7tV/D008/jY8//phRqnK5HN/61rdQX1//mGyQPs+UPUMyCKLiXbt2DVqtFnV1dVhYWGD5aH9/P6RSKZ577jmUSiU+I91u92NZPU/qo9PpsL6+jmg0ioaGBpa40WZ0c3MTHR0dbLqlTAKHw8HT6Uc9d+Qx0H6CmrZYLJBKpSxbJcSpSqWCy+Xi8zUajaK2tpYxweTDUyqVbNSn96C/v5+DKCsqKlBVVcVb9v7+fr7rSepGJDWVSsUJ6nq9HlVVVRz2Rc2MSCRimpnL5YLJZOL/387ODpqbm/n7XVpaYp+lSCRiYEVDQwNLC4no1dvbC5VKxZ+tra0t7O3t8TCQGP9Go5HDYG/evInd3V188MEHKJVKCAQCnOtBGwnKmOjv74dCoUAwGITZbIbb7eb7MRwO49ChQzAajYhGo4hEIujv74dYLMbY2BjXChQcWF5ezk27xWJhiALd1XSm+P1+7O7uMgUqn8/jxIkTmJ6exh/8wR+wvv+//Jf/gvPnz7O/6uzZs5iZmUFLSwvW19exvr7OMs9CoYAHDx7wfbu3t4fV1VUolUqWZNXV1aGvrw/Dw8NIpVI4dOgQSqUSRkZGkMlkoNVq+XslWRed6aOjoywzjsfj6OjowPz8PMbGxtg3tLKywo2eRqPB6Ogop6QTgIAUGp/m+axBwEEeAWHnSCN79+5d1rhWV1cz9zeZTLI512AwoFAowOl0MuKOHppI0hMOh5HL5WCz2XgrAYClKFR0Tk5OcigSANY/b25usqGKJpXU/dPE02AwIJlMIhaLoby8nJn5LpcL3d3dSCaTEIlEiMViCIfD0Gg0HFZGCXvr6+sc2kaIPwo6A34hMaIAH+JGk8mZAl2o2Xo0jZkQYmSYWVtb48moUqnkgoS0emVlZYwBJCQk0QgMBsNjhBJa+7a0tMDr9aK7uxtyuRwul4tpSa2trZibm+Opi9/v5y3M9vY2uru78fDhQ4RCIYyMjPBBUl5eznrera0txsmStpmmpAaDAQaDAWq1mqeTu7u7LGnIZDKoqKjAzs4OF51kUquqqsL+/j62trZYZ02ZGLS1SqVSeOGFF3glGAqFMDMzw/QjgUCAVCqFtrY2lJeXo1gsYn9/n02qLpeL5QpkYKL06TNnzuD999/HoUOHYLFY8MEHH/C/d2trC263m3XzQqEQ29vbXJQ+yY/b7WacpFwu5yaaEJ/AATec/veWlhYEg0GeoJK2m5ppKjjp/85kMjyRo+BBmkAqFAo2d0ejUQ6popU8GewoAXt+fh7RaJQlc2TOJzkYXeZisZjDtUgGQ5+PWCyGQqGA48ePQyAQoKWlBcViEVarFW63m4v0WCzGTQ1hd8mouLKyApvNxpP+UCgEjUaDN954A0ajEQaDAaVSCePj4wxPoA1kIpGAUCjkS1Sn03GCt8vlgtlsRjAYRDAYxKlTp7C2tsYmfSqoyN9CQ5J8Po/79+/j0KFDmJubw8mTJ9mHQ1O4UqnEqeQk5zKbzbh16xbMZjNOnDiBpaUlrKys4LnnnmO5EG1Z3W43dDodMpkMgyq6urrg9/s5sf3QoUOor69nYko+n8f+/j4+/PBDdHV1cXp7U1MTF2/Dw8O4fPky9vb2kEqlUFlZyfcGyV2EQiGfT++++y50Oh02NjYQCASgVqtRKBQYg00wA6vVimg0yhvrhYUFHlSRp428CaVSCaurq1hZWYHFYsHFixdRLBZx5MgRRCIROJ1OlivNzc3B7XZzI/UkP/S9KRQKOJ1O9txRhgRhOikAkwZThD4OBoNQqVRsot3Z2XlsCAiA8yRoe0ipvVQHUCHm9/t5Ql0qlVjqJ5fLudgkc61CoYBer+fkWyKYRSIR3uw7HA74fD4MDw8jk8lgb28PTU1NLDHV6/UMohCLxejp6WGjMtGLLly4AK1WC7vdzqm8tImw2WxM5bp37x7LUZ977jmGEdCAks6IWCyGUqkEkUjEU3KVSgWZTMaKiPv376OsrIzDG202GzQaDc6dOwfgQMJ24cIFlu7Y7XaMj48z4TESiWBlZQXhcBi9vb0QiUQs2enu7kY+n4fX6+X0aY/HA4PBgJWVFQSDQc4xMhgM7PVZXl7GysoKZ1Hp9XqmPxE4orGxEU1NTRgcHEQ2m0UkEkGxWMTv/M7vIBAIwGazwev1wmAwcP4ESU6pGSXaFJHDADBWl+hC+Xwem5ubuHz5Mp5//nnO63C73Twkpt8NKSwikQjGxsYQjUZRX1/PvjTgoHEkPDyFoioUCh4EGY1G+P1+BsXQ5vb/m5z2l5/PPAjxOD7/+c9zoi4ZkGkF09zczAzfiYkJAAekBNL7U8FQWVkJrVbLunEyjZDJLpPJIJ1Oo6OjA1arldfKRAohwxgVixSgQ2slMjWvr68/5gGgyzkUCqGjowOrq6swm80wmUysJ6YXXavVPhYhr1AoeKVMkytCkspkMkSjUezs7DymyXQ4HIxR7ezsxOLiIiKRCHp6ejgILZfLweVyob6+nrXYtOIlTbzRaMSlS5cem6js7u7y33/06FHMzc3xViKdTnMY3ebmJpqbm+F2u/mAosLPZDKxeYmmKSR58nq9fLgSFYXwntQAEcKyvr4eQ0NDuH79Onw+H1599VWmORHLOJlMsq797t27fPB2dXU9xrnO5/NYX1+HyWTiBGeaLqhUKphMJty+ffuxIopoCRTFXiqVMD8/j1gsxgXixMQETzfX19fhcrnQ2NiIvr4+bu4oYVosFuOjjz6CTqfD7OwsnnrqKV7bZrNZrK2twWAwsI6UMjjGxsZw6NAhNsJvbGxgYGCAZXfvv//+E61TJj0tbQLpP4GDSWFZWRl0Ot1jBBMCCng8HlRUVPBkB/gFhpjkWltbW6ipqeHPe01NDW+KRCIRT4jpGRkZQTQahdvtZgMcwQaWlpYQDof562tvb2fjG03ndnZ20NbWxkMDms6XlZXh1q1bLFuy2WyQyWTo7e2FWCxmOSAlhlIWBMkDAPAUikAKS0tLiEQieOqpp5DNZjnPZW1tjYEDhUIBe3t7KCsrQzKZRE1NDbRaLa/MKyoqOESQtpjPPPMMlpeXWZ+rUqnw8OFDVFVVcWp1PB5HZWUle66Ag7M4nU7D5XJhcHCQEcck/fR4PPxn29raAByYPYEDY6jVasXExAReffVVns6q1Wp0dnZyQjRNZMPhMCeqUsDR9PQ0jh8/DuBgS6tSqeD3+/G9730Pv/Zrv8ayvGQyiY8++gg1NTWcm7K+vg6v14ujR4/CZDJx008Tzo2NDXzwwQcYHh6GSqXCG2+8gd/6rd9i6erc3BysVitqa2tRKBSYM19XV8fbDrfbjatXr+K5557jLe7e3h5u376NmpoalEolNp0mEglcvXoVBoMBZrOZZQz7+/uora3F5OQkxsfHn+h3+6mnnsLa2hr8fv8/yWShzZ/BYGBEJaXW6nQ6Nsbn83mW00qlUohEIk6rVSqVTKnLZDKcNEx+pEAgAJlMBqfTyWFn5Deg35v2kwRsMpACYD8KpaBTMwEcgDKIbkhBbktLSzAajVCpVFhbW8Pw8DDfYUTgIYAEcCB3fBTdSXcbSUmbmpqwu7vLPgZSA9Aknbxz0WiU0cJarRbnzp2DWCzGm2+++Zi6gZp0augPHz7MgxXKOCorK2MTPBXfx48fZ9pgNBpllC/JfgKBAAqFAtLpNP9e5XI5hoeH2RtJHgoKijxx4gSEQiHr/UdHRyGVSiGRSLC7u4u6ujre8pDc0+/3o6mpCceOHePwS5PJhHA4jP/4H/8jvv71r6OnpwfFYhHRaBRer5flTuQtWVpaglgsRktLC7LZLA+BQ6EQNjY2UF5ejr29PR4EajQaWCwWhMNh/OQnP0FrayuOHTvGEmD6ZysqKvA//sf/4FC5p556CrFYDCsrK+ju7mbsPG14iP5EUAoiKJHRnOTz5I/7zIPwKR5as9MFXFVVxTou6rRIfiORSOD3+6FUKhldBhw0CJlMhifnVFRUVVUhk8lga2sL9fX1LN9YXl5mrbBarWZvAF1GPp+PmxSaFMhkMo4ut9vtcLlcCAQCfOkT05o+eDSV0+l0WFhY4KkI4fRKpRIymQxHn9MLqVarsb29zfHsAoGAJUZerxfNzc1oa2uD1+vlKVl5eTmCwSAcDgc+/PBDAOCGiVb+IpGIp5K0zi0rK8P4+DgaGho4rjyRSPCLH4/HeSofiURgMpmwubnJxUMsFmPvhkQi4cLd7/fj+PHjTFmorKzkQi4cDkOpVLI2uKWlhVOQaWJht9uhVCrR1dXFh3U0GuUwlGw2i0wmwwF4x44d4xTHn/zkJ+jo6EBraysf4sViEcViEbOzs5ylEAgEsLS0hPb2dlRWVvKEif4eqVSKRCKB/f19ZDIZ1oO2tLTw+ps2BY/6YVKpFCeBy2Qy9qRYLBaoVCp0dHRgZmYGAoGAG1m1Wo2pqSl0d3czd5qwqdPT0+jt7YXRaERXVxeHrT2a8fGkPmq1GqlUCpFIBFarld8p2q7RtkCr1TICjsLA7HY79vb2eJvmcDi4eaYAI6lUipWVFRw5coTfn6WlJVRVVcFmswE40DbTO06XbiwWw9TUFNrb2zmDgUIXacpFW0ji4hPmk94LkUgElUqFlZUVrK2toba2lsPaSP6wvb2NVCrFabLkFaAsjcHBQeZ3J5NJ5oxvb2+jrKyMUaNU/N+5cwd+vx/t7e1sxqQmhSaGVDw4HA58/PHH2Nvbg8lkwokTJ3gDR2AEn8/HQwCz2YytrS0YDAbGz0ajUUYdkzxRr9czUCH6CeZZIBAwdre9vR2lUgn7+/sYHh4GcOAticfjOH78OMsb6urqIJVKOWiMNmb0bk9NTXFOAg07Hj58iPb2dvb8UFI05asQ8pgaKmpAKS16fn4e+/v7XOSSNpzeUzJ0f/GLX0Q6neY0a61Wi9nZWfaeFAoF1NXVwe/3o1gsory8HDabDd3d3Xjw4MFjcq+dnR2Ew2F0dnZicnISdXV1KC8vx6FDh3Dp0iXY7XZoP8k6GR8fx/z8PH92n+SntrYWoVCIyWCEZybtOgA2+hNgAvjF/Uf/DgAcbkfDQJlMxpQhkUiEtrY2qFQqRghvb2/D4/HgyJEjiEajLNchwhj5IKLRKL/XhBAmhK7NZoNer0ddXR2AA9DH/v4+N44ajQbRaBQtLS0cykXDGhqqpdNpPHz4kBUJZWVl0Gq1bAq2Wq2YnZ2F0WhEVVUVxGIx1tfXkc1m0drayhNss9nMBt729namrgEHfklCbadSKVRXV3NuQ2trK9577z1Gpjc1NWFychKJRILJO8ViEQaDASMjI3C73Whvb4fX6+VND+FHyTdBWUHV1dW8rX70LJyenmYMbDgcRmtrKxKJBJRKJbRaLQ8cKNHY7XZjYGCAN5fpdBpCofAxHOi7777LQz6r1crbgPPnz0MsFuPChQvo6upiKbbf70dbWxuEQiEKhQLGxsb4Dt7b2+ONFeU0LC8v8+9gc3OTz+JCoYDnn38ey8vLCAQCMJvNvI0lY/zp06e52L948SJL44i+5Pf7Ybfb8fDhQ97yE8yCMLu0WSBFgtFo/FTv2GcbhHgcv//7vw+/388ae0LRhUIhNu1UVVWx1IQ+mIFAgCfOjz6kjyczmkQiwerqKtbX1xkxSStR0s4D4HClvb09Tg+mMB0AjFalVL7Dhw+zoZcIHePj42hqamJNPRUIRqMRTqeTTVSDg4OcmLq7u4uJiQl+oQwGAzY2NnjNTCvT/f19CAQCqFQqnsQqlUoOYspmsyxRoBcAAMuvBAIBNwxE3SEyU3V1Na5fv84kimQyyd6K/v7+xyaxFRUVaGpqYv3v6uoqFAoFy48e7fJzuRyqqqrQ0NCAW7duQavVMl1Jq9UyT/revXs8mfD5fCgUCjwBLRQKmJycxMmTJzli/e2330Z/fz9UKhXry+VyOUwmE27evIl0Oo3y8nIYDAacOnWKm8KdnR3o9XosLy9zoFY0GuXvhQzE5JegbRYhOUly4PF4MDs7izNnzvC2BwDefPNNnD17lptGl8uFz3/+83jw4AHramUyGW7cuIHGxkYkEglYrVYkEgl4vV7Mz8/jN37jN7CwsMAStIcPH+Lw4cNoa2tDdXU1UqkUJicnUVVVhf/wH/7DEz1lpEuJmmPgAGUsEAhYPkeEI9IqU/IyFRIWiwWxWAx6vR7xeBzRaBQ9PT1sJItEIkyfqK+v58krNcH0d1IKezQaZe8I0YDS6TSqq6sZGvDiiy9ycxOLxZDP5/HWW2/h/PnznAOwt7fH6d5Op5M1vGS0T6fTiEQiWFpa4r+7rKyMV820WaJckf39ffY/JBIJRpfGYjHs7e0xyaihoYEDHI1GI+bn5zEyMoJEIoFUKsUX36OY0bfffhtHjhzhsKeuri6MjY3h/PnzjIcEgCNHjvCAIxwOc4hhZ2cnBAIB66kpl4HCou7duwe1Wo3m5mbkcjkOG4xEIpxDQFKk2dlZGAwGVFZWIh6PY2VlBaOjozCZTNja2sLFixfx4osvMkZTJpPxxHB1dRWbm5uMWiY/1t27dznzYmdnh4sVkgARIY8uZpI2UUOvVquh0WhQKpXw4MEDCAQCRiG7XC7IZDJubjOZDHsm7HY7ywnIkDg/P88Fak1NDYrFIiYnJ+F0OvHqq69y/sm7777LGuVHi5fvf//7eOWVV/DjH//4iX63z507B4VCgfX1dQ663Nragslk4veMHoPBgFAo9Ni/g74vqVTK6b+EAlar1RCLxY9l8gAHG1SbzQaj0YhcLsdDwkgkwn4cUg7U1dUhFothdnaWG/Dh4WHe8NEdSZ6fRCIBl8vFEIimpiYmclET0NPTA7PZjEQigYmJCQ7qMhqN3PTQ5r2zs5PrFdqekj6+ra0NEokE4XCYzy4qHOfn53lTSYoIt9uNzs5OlscVi0Vu8kleRX8H+S/p7CD5KyFEE4kEJBIJbt++jf7+fpSVlaFUKrGUr6KigvM+aMup0WigUqn4XPn4449x9OhRbGxssAfK5/NBLBZzcR8Oh3koabFYsLa2BqfTicHBQUgkEr4LyRf48OFDSCQSJhceOnQIkUgEoVCIZYs+n49VFB6PB/F4HIFAAKFQCMeOHUMymUR5eTmUSiWuXr2KfD6PQ4cOsTfiBz/4AZ599lne/DgcDsRiMfz0pz/FK6+8Ao/HwzTGo0eP4sKFC7zV+vKXv4x79+4x4jkcDsNoNCIYDHLI49zcHJRKJTY2NjgRnhLqSc2Sz+fx8OFDLC4u/rPv92c5CAAH4ITDYeYLE0FjZ2eHOcEzMzPMIw4EAtDpdAgGg4wVpcfj8fCEIZFIcCw5mY+1nyQgS6VSbg6AAzYx6fva29sxMTEBpVLJOM2qqioOD6MAkmg0yhjSjY0NPizIjCqTyVBZWcneCqvVyqYralCkUinq6+vZeK1QKBipF4lEeNPgcDjYp/HgwQMolUrcunUL6XQa9+/fZyO10WjkxFjCZdJDmj8KiiJ0WSaTYWIQxYxTGiClGQPgA8bn8zE7XaVSYXt7m02mXq+XQ17ICHbr1i10dHTwBIDQZk6nk4NiSHJDh34gEGBSwPDwMJLJJObm5nDx4kWcO3cO1dXV6OjogEwmw8LCApuyR0dH2dwNgCUnarUadXV1zJ72+Xy4ffs2/uEf/oHXhhqNhok7ZDD2eDyYmJjA9PQ0U406Ozv575bJZLh79y5mZ2fxjW98A0KhEGazGQaDAUePHoXH4+GQoGAwiEQiAZFIhMXFRdZKt7e3Y3R0FCdPnmQNclVVFRwOB1566SXU1tayjlUkEkEmk3EB+CQ/GxsbvL6nhxKqVSoVzGYzdnd3uQGl5uBRShPpTF0uFxcdhMMDDtbe8XicL/mWlhZUVlZyPgdwcMaQF4HQh1qtFpOTkxziJxKJ0N3djVgsxmmtJCX56KOPmMRBplRCpiaTSS5saMNBk3BqgPb395mcQ4Zkaqaz2SwHFdH3SRecz+fDG2+8AafTyaZPi8XChloy6//kJz+B2+1GIBDA9PQ0bwFI608krGAwCIPBgFQqxbkQJL8bHBxEWVkZNjY2sLW1BaVSiePHj7N0h2gn1dXVvC2VyWT44IMP0NTUxGt2k8mEZDKJ69ev49atW5BKpbxqJ4Pn1NQUhEIhFAoFRkZGOG2WsMcUNkaT/Vgshv39fXR0dDAXnybHZACmTRxRjBYWFvDDH/6QzyoAjAkmuSI126QDB4ATJ07AarXyNJSK4N7eXthsNjQ3N6O/v58Tuf1+P1KpFH+mlEoljEYjv+MKhQKnTp1CV1cXYrEYWlpaoNfr8a1vfQstLS2s1w4Gg1AoFBwk+aQ/lIq8tbWFhw8fIpPJoK6ujilaANDR0QG5XM7NAQ0BHi2K1Go15ufnOZeHQrNoQx+LxaBUKnkrSCjrXC7HJnfKRgAOhjKU4tvQ0ICmpiZ0dnZiaGgIMzMzMJlMAMAbj62tLVy+fJkxvcPDwzh69CiHnFJDQUGKAFguY7fbYbPZEAwGsbe3h62tLYyOjvLGTCAQ8N8nl8uxvLwMi8WClZUVhEIhXLx4kaWSPp8P6+vrkMvljG4FDu5selc2NjbYV0fENUI2CwSCxwAeJpOJt11UqHs8HpYaNTY2cnI4vWP0uyIM69TUFIxGI0t1KAyss7MTy8vLcDgcvDmsr69n8Egul4NWq2W/qNPpxO3bt3H8+HFWfwgEAqyurvJ79tRTTzEMhWSgYrEYhUKBs0xoSHTlyhVcunSJf/dLS0tQKBRobm6G1WplY/L+/j68Xi9ef/11OJ1OxpRGIhGUl5fjww8/xOrqKs6cOYOxsTGGUrS3t2N9fR2HDx9mIAENccxmM2ZmZjA9Pc2+TLFYjIWFBXR0dDBYQa/Xw2QyIZFI8LA6kUjgww8/5MyMf+75bIMQj6O9vR3Ly8tsMn50+ieRSFjqMTo6ysmYS0tLHJlNDHSXywWr1Qqz2cxTHrosqBOndT4ZyIhdTiYo8hDIZDIEg0GUlZVxKir5AbSfpBBub29jY2MDZWVlqKmpwfz8PLxeLzo6Orj4JsSa3+/nqXkqlUJtbS2Wl5dx5MgR7lD1ej1z1aVSKQCw5ler1eL27duor69/bDKaTqchEAgwNTXFTcadO3dYz1heXo7+/n5GdGazWb5UaTOyv7+Pzc1N9PT08LQgHA6z30AqlcJut/NUfnl5GR0dHZzxQBg30v2VSqXHpkd0qNvtdg6foZRKmUzGacx1dXW8Wp+bm4PJZOLJSmVlJRdkREC6ceMGampqIJPJoNFo0NraCpFIhFQqxWmH9fX1WF9fZ1lCR0cH1tfXUSwWcfXqVQgEApY90Jpcr9fzpmVlZQWpVAqvv/46RkdHWQpmMplgsViQzWY5QIo2GlevXsXQ0BBvmogwRRjLaDSK8fFxHD16FA8ePEBjYyMOHz7MzWg4HMb09DRUKhU+97nPsaaTJCgkcVlaWsJPfvKTJ3rK+MtfG12cpMutqqriiRFtwMjrQiQSvV7PNJHBwUFO9aYLlDTFhFMsFAqoqKhAV1cXfD4fLBYLY/sqKyt5g2i327G2tsbDAKKMmM1mVFVVYW5uDhsbG2htbWVCCmVZ0DQ8n89jfHyctbqkKV9ZWcGJEyeg1WqxtLQEq9UKsVjM2zOz2YxisYiZmRnm75MhnaaghOp7++23MTo6ynImOldUKhXq6uo49AwAy/KkUilvEzY3N9HW1sbSq4WFBZw+fRpLS0vweDw4deoUYrEYI42Hhoa4CFteXmaJE/CLJFqavg4ODkKtVrNsibwE0WgU6+vrTIk5ceIEywqnpqawv7+P+vp6hi7s7e2hpaUFVqsVuVwO6+vrXBSRVFShUDD5amFhAZ2dnSy1WFlZQXt7O0sYKbX61KlTMJlMyGazPHGuqKjA/v4+7t69i52dHUxNTaGxsZElVM3NzVAoFEgkEnjvvffQ29vLqb0/+9nPcPbsWS48CoUCGx/r6+tRLBZ5uHX58mUcOnSIZRLpdBqLi4vY29tDTU0NT8qBg/Pu/fffx5kzZ7jB+su//Msn+t2urwIl+MoAAQAASURBVK/ngp/Cqx41mGo0msdgETQAy2aznA9C8he5XM6SE/psk/eOYBK7u7uYnJzEmTNnYDabsbCwwKGS0U9w34VCAbOzs3A4HOy5y2azeO+991ibTw0rbZNpcHP9+nW0tbVxgUlUPPIYaLVa5HI5BINBhiLcvHkTzc3NqK2t5c9ZRUUFoztzuRznM5EkSSQSsZHZ6/WyDGhmZgYWiwULCwtoaGhAQ0MDFAoF1tbWuIahz2gsFuOC1G63I5PJYH19HcvLy5zpMzMzg3PnziEWizH4hN4jr9fLDUBVVRVqa2uxu7sLiUTC/0Nm++gn4V+NjY3Y2NhAKpVCOp2GRqOB9pNMG/KKjY2NQSqV4uTJk8jlchAKhXj48CGeffZZVFdXM7Rje3ubAw4dDgcAcJ3kdDrR3d0Nr9cLi8XCuTDhcJg37SR1pNyHUqkEm83GRKf19XWsra3hRz/6Efr7+9HX14eZmRlUV1fzcIA8ZNQo0eaS7meDwYCGhga8++67yOVyMJlMMJlMyOVyuH37NhoaGnDixAnG1G9tbTGGu7GxkVUNd+7cQSqVQldXF+LxOL773e+isbERKysrn3kQPs1Da2DgcX0iXaqJRIKZ1wB4yri+vo7q6mrWA9N0nibbpBGmotJgMECv1wM4uEiJgU1rvmw2i66uLuRyOczMzECj0aC9vR1HjhxhlB6xnom60Nvby2mRo6OjTBMKh8NsSqGLRKvVcpNBNCMyB87OzuL555/nKRWt9OhwValU6O/vZ+9CKpVCNBrF3/7t3/JEbX19HTqdjleEsVgMQ0NDXGDq9Xo4nU5YLBbWHXu9Xk6xJBqTXC7nCRgADnwiQoRAIMDi4iKqq6tZOqJSqVjr/ajXwmKxsKlvd3cXm5ubKBaLrK/P5/N8gEajUYhEItTV1TGykMgPPp8PtbW1rDNvbW3F5OQkmpqasLGxgcOHD0OtVjPvfWJiAlKplElIFMJC68l4PM4SrlAoBIfDgWQyycmHcrkcNTU1cLvdkEql+OY3v8kNjd1uR1VVFdRqNZuaZDIZfD4fbDYb7ty5g46ODkxNTbHxamVlhaUFe3t7aG1txfr6OkZHRzkZs6Ojg38ehGclHwM1qLQm1mq1eOqpp/63v5v/bzzkgSFT6aPP9vY2amtruRF2OByIx+O8sYpGo+wPAg5oZGtrawCAZ599lguJd955B0eOHOHPIGmXGxsbudkXCoWIRqMQi8VwOBz858g4Tn6b6upqyOVylEolnD17ljGccrmcvQHkf6BL7OHDh5DL5ZienkYgEEAqlcKPfvQjnDhxAuPj4zAajThy5Ag3yiT7q6ioYBxgMBjkDZXf78e//tf/Gn19fWhpaXlsq0SG+C996UvcQNO/WywWc/qwx+OByWRi78Lg4CD29vbQ3NzMG9ahoSEu1GjiODk5iVAoxE1Ae3s7a5Cj0ShPDR+d6K2vr3N2jU6ng1qtRnd3N0KhEEuWstkszGYzWltbObCqoqKCz9S///u/x9mzZ3Ho0CEsLCygqamJL3CtVgu/38/bY2LVk0RoZ2cHra2tMBgMvPmsqqrC4uIimpqaOPGciiqlUgmxWAy9Xo8vfelLSCaTuH//PgYGBtiQSlhOksuQvHNnZwdra2u8JaVcGrFYjGw2y0S1r371q3j//fc5OLFYLLIPTqFQcDo4+a66urp480RF05P8EA2usbERS0tLLCkFDu4MMv77/X6cOHGCt+bpdJpN9NRMAwdev0wmg1wuh/v377NUt7m5mZuIr371q0wYHBgYgNfrxZUrV5iGRJCRUqmEY8eOQavVYmpqCgMDA2hsbGSz6He+8x384R/+IW/3pFIp+vr6GCRAm76bN2+ivLwc8/PzDKegULETJ05gfX0dFouF/UeVlZWorq5GMpnkgR0BUYiH7/V68e1vf5uNuy6XCydPnuTPT21tLSNw4/E46urqeCoPHNy1169fR1dXF+cYuFwuzk2gsNITJ05gb2+PaU25XA4bGxuwWCyP0eSUSiUrB3w+H86dO4f5+XkolUqMjY2x740IbQCYXETPM888wxK8zs5OVk6Ew2E8/fTT+Md//Ef8yq/8ClpbW3Hz5k2cOXOGcwI0Gg0SiQT8fj/u3bsHu93OBLrd3V02/hOi2Gw2I5/Po6qqCmazmY3yyWQSDQ0NMJvN+OEPf4jOzk780R/9ES5fvsw15OrqKurq6pDJZHjDS4PP+vp6jI2NwW63QyKRQKVS4Tvf+Q6efvppzpwgyelLL72ExcVFzM3Nobe3F9evX8cXvvAFNp8XCgWWZO7v72NsbAy1tbXQarX4xje+8Vgm1//T89kG4ZMpI2FO6b8jJ7ter0cikeCEUMJtUvGs1+uZNGK329He3o7y8nJmAX/1q19FZWUl6uvrYTAY+GKgg4JeitnZWdy7dw8ymQxNTU3Y3t7m4uP8+fOMGk0kErh58yYGBgbYiELhaDU1NUwvikaj8Pl8bLjM5XJIJBI8PaOi3efzsdTJarXyattsNkOn0yH6Ceud9PDZbJYbjlwuh3g8DqFQiJ2dHWxvb3OROzc3h/b2duj1ep6AVFZWYmxsjFGNZBwmdjyFihCJSCgUsi4y+glXmBJb1Wo1N2pk6qImj7YXCoWCtYkajQa7u7toaGiAWq1mk+3KygqGh4cxOzuLXC6Hp556CslkEiqViskOPp8PAwMDHDKk/YRVTJcBpZ/Sz+3q1assyaKfWzweh8vlQl9fH8xmMzweD37+859zwisRkIhCQCEpjxZyAoGA5XA3btzAqVOn+HtNpVIAwAX9nTt3MDAwgL6+PgiFQni9XibPJBIJtLa2MqGFSEz5fJ6/TmpGKK2TDOC0qQHAjcuTPGX85742QtX98kPhhvTPmkwmtLW1cTbF1tYWnnrqKZSXl2NjYwPJZJLRezTdIo9NsVhELBbD9vY2m6MbGxtx9epVPPPMM5xmTjQp2hg0NDTwqpqC/Gh79+abb+Kb3/wmstkstra2oFAosLS0hKNHj3IuSCAQYPOuWCxm/CoVE6lUCnt7exyGJhKJuElIJBLY2dlhP0IoFGLa182bN2GxWOBwODgYTqlU4vr161CpVJyQSkbDdDqNt99+G9FPePVOp5PNmkQscTqdOHHiBONm19bWOPWbDL4AeGBBT0tLC2QyGaampnDkyBHe0mWzWdy6dQvd3d0IBoMoLy9HS0sL3nvvPTz//POPZYEMDQ3x9DCdTmN9fR1f/epX0draykMF4KAouXTpEjY2NvDiiy/CaDQiEolgcnISpVIJQ0NDbLS+dOkSAx4A8CRXIBCwBLOurg4VFRUwGo0oFotYXV2F1+vF7Owsmpub+d1MpVJYWFhAIpGAVqvlRNuBgQE+2yUSCQqFAm7fvo2vfvWrPFChhGqiotA5+/rrr7N/iTTLhNQ2m82orKzEn/7pn/5f9W6LRCLo9XpGMZO/rru7GxsbG6wWWFlZYeAHGbwJj0uew9HRUajVajQ1NfHPj+SwJONLp9NYW1tDMBiE0+lEV1cXN8kLCwv4/Oc/j4qKCpRKJYRCIXz44Yc4c+YMe8zo77PZbLBYLIh+gqi9ffs2xGIxG9bpv6MsEqFQiM3NTYhEIsaekiG4rq6Oh5bUgFJRubi4yNsDkplGo1F4PB4md1H2U3NzMzdLfr+fPYYkKdLpdGyi3tjYwPLyMr+vUqmUgS0kSWppaeHNPjWxLS0tiMfj3NQTdpjCaqlempub4zBRqremp6cZIkENbTQa5Q0FQV6OHTvGEmy1Wg2JRMJ1WjqdxtbWFvsRLl26hPX1dfT397PEye/3IxqNorGxEWazGaFQCB9//DEUCgWTwegzQZtMuVzOCeWVlZVMmSQoSWdnJwfhEuGtoaEBOzs7eO+999DT04PKyko+P6j20Wg0nPCcSCQ4fHd/fx+pVAqJRIJrKJIeU8Ai5Xg0NTWx7+Kv//qvP9sgfJqHJuuk7yVDDXXxmUwGXV1dAA4OJ0o3BQ4mii0tLSgvL8fk5CRvCSiZksychPyif14oFLJBORqNMqt9dXUVVquVdaWLi4toa2uDTqeDUCiESCRCLpeDVCplLJtarYbRaIRcLudJBmkjzWYzF5GZTAZ6vZ4TBj/44APW5RKPmOg36XQa4XCYUyopxKlYLHKSb6lU4r+TJp6Ucri+vg6tVosbN24w8o2oSJubm6y7fhQ9l0wmeZpHGE1a6QPgcDXSkNO/d39//7HfZz6fh0aj4YA6nU6Hubk5DtOhYppCmEQiEaPdMpkMotEo0y8kEgmvfK9cuYIvf/nLTJMh81c2m2Wz+HvvvYfGxkbWL+bzecZAtre3w2g0sgb5yJEjSCaTzCPf2NhgvSWhLAlbSYcQTcFsNhtLhoixTHr6cDiMr3zlK7zx+N73vofjx4/DbDZDKpWy/IzkczQ1JNrH+++/j3PnzmFlZQWVlZUczlJZWYlischyI9J+PskPaTDpedScCBz4C37ZwEjGr0QiwZ8xjUaDSCQCoVDInO3Z2VkkEgnU1dUhnU5jfn4e3d3dnFxMW61HyVq0IVxbW8PS0hKGhoZQVlbGyeeUH2C32/nQ1+l0SKfTbIymED5q9IeHh1FRUYHR0VEuBPx+PwQCARwOBywWC2P4Njc3eVJINB2aMhERa2trC/v7+7w9q66uZnJKKBSCSCRikAGZ6Cn0586dOywhNBqNbCamjBHCjRI8gbCkVqsVgUCA2d+Pct2BgzPa4/HAaDSio6MDTqcThw4dwvr6OpaWltDR0cHgAzIJkuSmoqICFRUVCIVCjG8kXTRtiZ1OJ/r7+5FOp9nrQVsHwlR/97vf5Y2cUqnEzs4OvF4vBAIB+vv7YbfbWetLnpOmpibEYjFcv36dDZ21tbVMfKJhEmFxyUdFAxSz2QyJRIL29nb4/X7EYjG8+OKLTID6kz/5E/yrf/WvmJDV3t6OTCbzmEdob28PuVyOsxCAAzO4UChkDv5TTz2FYDAIqVSK2dnZx/wzT+pD0l+SkNKdaTKZEIlEuPimMwsAU8TIE0bMfvLdEO74woULaGpq4qaDcgtIk05GeDIBk9fw7t27bEAl7xcloxORikiG+Xyez+RiscgwhOPHj0MkErF8iWRDPp+PJaeEPa6qqsLHH38Mk8mEDz74AJ2dnUxFIn8Sfb80iCgrK+NmQ6FQcO4H3QMajQZjY2NMHqTMksXFRaysrHD2Ed3TPp8PnZ2dTOGhEM2FhQX23lDj1dPTg2g0ilQqhaWlJZb00vS/VCpx059Op7G5ucmZEARaWFtb40Eopa/PzMzg0KFDkMvl+Pjjj9Hc3MybnKWlJb5jDx06BKFQyGS/iooK5HI5lnhubW0xZTGXyyGbzaKlpQVms5mD2Lq6unh4CIDPJSI3icViGAwGrvlKpRI34mKxGJlMhn8H/f397MGgoNSenh5ks1n8p//0n/Crv/qr6OvrY1ksZTvQ3RKPx1EsFuH3+zExMcF0NYvFgkQigdXVVYaoCAQCzo6hgcs/9zxxGwSNRoNvf/vb+NVf/VXU1tbyKup/x/PoJEKhULB2jCQJAFjrl0gkmIlMHfLa2hq6urqQSqXgdDrR0NCAdDoNr9eLtrY2PoTi8TgOHz6M6upqnsKS/l4gEGB3dxfT09NcuGi1WiwvL6O6uhpvvfUWvv71r6O6uppNhuFwGDqdjk16FPRCBZ9YLGa+P+kdqRlJJpNcHPj9fly5coUbkEAggO9+97sYHByE1WpFTU0NIpEIotEoSybKy8uZ10+XLE2ptra2kEgkkM/n4fF4WBdN0gkAjxViAJjLLRAI4PV6ARxIg1wuF5twXS4XH8wSiYQnKMAvcg8effR6PWKxGPs+SKrQ1tbGeRE0ISUDmkAgQHNzM68L+/r6MDk5iWeffRYWi+WxC5ywgyKRCBMTEzhz5gwePHjAJCUKL1OpVJx1cfPmTRw/fhwKhYJ/TxMTE4jFYmhra+O06ZqaGhiNRmg/SXikKVg0GuWcCZKDDA4Owmw2Y29vD9evX0dvby/Kysr4YqTQHa/Xy/4JkhOQX0MsFvP3RdMiQl2SQY/04CMjI0y+WFxcRCgUwtjY2KeeMv6ferfpa6NGgAhcJLcIh8Psl5HJZEzUaW5uZkM8IWYB8Fagr68P4XAYbW1tqKmp4TA2YuGTH4aSR+lip9+hz+dDVVUVhoaG2MhO3h8KMpPJZKwtVqlUHPYjFoshl8tZc221WiGXy1mrHAwGsbS0hIWFBQwMDLCxbn9/H2fPnuXgtVwuB6VSiWQyydSkUCjE4Wh6vR4qlYrzU8rKythQm8lkUFlZCYFAAJ1OB7fbzQXX0tIS05Qo4dNisUCr1WJsbAzPPPMMQqEQ7t+/z01bT08PMpkMMpkMY0eXlpag0WjYsLmzs4OOjg7+d9Lvkpr/xsZGzjzJZDIcvkSEEXpHr1+/jqNHj6K+vp6RgsSxb25uhkQiweLiInp7e7G4uAidTge9Xo9//Md/ZBNoLBbD3bt34fV6cfjwYVitVi463377bZZqSqVSfn+IoAWAmfO7u7uceuz1erGysoKzZ8/C4XAgGAyyXrtUKjF6M5/P85T80qVLeO2116DT6bC1tQWZTIaysjJYLBYmouzt7WFhYYE//6urq7h16xZeeeUVxGIx9Pf3o7y8HNPT09ja2oJQKMTt27f/lzYI/796v+ndttlsPDySSqXI5XLQ6XQ8dSUvG03UaftWXV2NUCjEpmIa4CgUCgiFQr5PzGYzb9VJWy6RSHjQl06n4Xa7+XwmjbxOp8Pt27fR1dWF3t5ePu+DwSDL36jxrKmp4W1bWVkZS3lMJhPDO/b395mERTKXmzdvoqKiAjabDcvLy7hx4wbsdjvq6+thNpt5uGcymfjOIYgIDdSoSXC73ayCWF1dxfz8PGpqagCAQ7we/fOJRAJ9fX08+Nje3kYikUA4HIbD4UBjYyOKxSKWl5c5g4boaFeuXIHJZEJVVRXDRZxOJ2NOiSZFdUooFEJXVxdqampQXl7OQAm6s9LpNE6ePIkLFy6wp2h+fh59fX1obGxkf4BSqUT0/8Peewe3md93/m8ABEkABAiCqATRSJAEexVFSVThquxqtcW76xLbcYtzjsfl5nxOcS5jJ5dcJnM3l9zk5jwXz+XixD4nTtZxyXqt1Uq7WmlVKIm9giQIEAQJEr0QhSgEfn9wPx9Lad5ckov8mzz/JLEZigSf5/l+yvv9er+DmSW6mNlsxuzsLG/x7t69C6vVyvUFYUEJh1xXV8dBr9evX0dfXx/29vZ4CEOfdaFQ4LqHwvgInUzUOdoYfe1rX8PHPvYxiMViPHjwAFqtlt8tRNGqrq7mmkYsFkMoFKJYLKKpqYnlRG+88QbTM69du4bW1lYOaTt37hxSqRTm5+eRTqeh0WiwtLSE3d3dn64Nwvnz5/EHf/AHXJz/XZfD4cDv/u7voqmpCUKhEFNTU/jiF7/4t0oF3u2VSqUQDAYhEAj4oKT/nMJ7qOtXqVRYXFzEyMgIisXiI4ze6upqyGQyDuhxOBwoFou4du0aE4ZkMhnfbKTVz+VycDqdkMvleOutt/jA0Ov1/BIsFArcrNAqjyb4JGmoqqpiJjNNAEivTAcFGSlDoRDf0KlUCltbW3jyySeRTCYRCoWQTqdx9+5d9PT0wO12o6urC4lEAsFg8JGURWpQdnd3OQCJJjYAeNJAZmBKYqVpgFKphFqtZq46eQjIKBwOh2E2m9mAvbe3x3SCcrmMhoYG5hoLhULWPZJekQos2oxUVVXB5/NhY2ODkwjJYCaXy9nI29vby1xq2hpRiEltbS2Wl5cZPzowMIAf/vCHeOWVVziCXiqVolgs4u7du7hw4QK/8EQiEYLBIKxWKx/cn/rUp/jzokIDOJQMEfElk8lApVJxujRNFEg+cvPmTTZaklSJCi4KPNvf38crr7yCD37wgyxLoI1APB5HQ0MDI1JVKhUjbmdnZ9kMTsbIhwlcP+n6l3y2ydhKzSnRYtxuN09XQqEQBAIBowmpuaJ/l+QJhA4m3bter8fq6ir29vaY3mEwGB7xy+zv78Pj8aBYLGJ7e5tNtgBYn/vwQRYIBFBTU8PEH5FIxL6VcrmMVCoFiUTC6aZKpZJX1rS+z2azyGQysNvtTOsaGBjAzs4OotEoPB4PZ5oEg0F+rjweD0/vCOcskUh4IppMJjlghwouoqiQzpamgS6Xiwuinp4ehMNhFItFqFQqvPrqq/z3aWtrw8TEBCfDq9VqWCwWxONxRhKSmX5/f/+RcDeDwYDe3l7EYjHIZDJUVFRgbW0NsViMmxY6vJ1OJxdilOFBclHKMSAPSjKZZKjD8PAw3nrrLbz88stobW1lwhqR086fP89/52AwiLt37+L8+fP8fIyNjaFQKDBhiTY14XCYs1jI10AIWZIPkPxoYWGBJS/UHGxvb0MikTAHnkyKHR0dbG6l3+XKlSs4c+YM1Go1yuUyGhsbORfBYDDA5XJBIpGgUCiwXOQfcv1LPN/pdBpVVVUM3ADAZ8zD/zudn5SeThNfABwu5nA4GF0ukUiQzWaxs7PDWwnlOzkRBNc4ODhgye/a2hp7bqLRKKxWK28MiH6lUqmQz+dx584dtLe3M1qZZKtE96NNLiE6H97Ml0ollgLRcI4MwOfPn0cmk8HOzg6CwSCWl5fR0tKCUCjE98z29jZCoRCHXtbV1T2C2qVm+uEclerqagaDUGOTz+cxPj7OGSmlUgmBQIAR7CsrK/ze6enpweLiIhfJRNmRyWSPSC6p2F1dXWV1hlqtRnNzMyorK3mAc//+fcaf0/t6fX2dM35qamo4i0okEkGlUiGZTOKtt95CqVRCf38/m4M7OzvR39+PN954A6urq6zeIFVDRUUFwyqkUikCgQCWl5fx5JNPorOzEyKRCO95z3vYTE4DAcqWIpO13++HVqtljwihXysrK/GJT3yC07BJGgmAmwnK6KGBEoX1vfHGGyyFjkQiGBkZQaFQgFgsxoc//GFGW5PSIJvNolgswuv1olgs/sTnlK7HqkH48pe/jJdeegnPP/88G2//+mUymfD222/jj/7oj3Dp0iWIRCJ885vfxI0bNzAwMPB/pZcUi8WIRqMQCoUYGBhAIBDgqfPW1hYnKdI0kHjjFOZDHSlN1OigdzqdWFtbw7Fjx2AymXg6Rym61EzQy16pVLJJKJvNMjmBdP+BQAAWiwX5fB4TExNQqVScGEr5BmT4pQ6cTIc0ySNzDEketre3WY5EZJXa2lqEw2EODtne3uYbm+LJ6+vrEX8naXl7e5tJTM3NzWw0pJcHMdRJ703NDB2UhIgkugfJqWiSSTo6ALwFIVKM2+1GX18f65KJJ/7w9Eoul/PnSLpFKoa1Wi1mZmaQy+Vw/fp16HQ6nhYIhUL2Eezs7HCB1tjYyASZ7u5ulMtlyGQy1vyn02n4fD4u8E6cOMETo2KxCJ1Ox3IrlUqF0dFR3mIRXYJW16STVSgUjMqNx+NIJBLY3NzkhpAkRtvb22ww39/f54NMLpdjaWkJvb29+PSnP81JroRRJUYySZhyuRwkEgn29/ehUCgwOjrK5le9Xs9T8sf92W5tbeUEdNo2EacbwCNJ6OFwGG63m8MI6f4kvScVBhqNBnK5HNvb22hqauJnmxp+KlZIi7+5ucnPAhnbCoUCXC4XHzyrq6uwWCzI5XKYnJxELpfDe97zHp7wkQyPDvdoNMp0IprqUVF/cHDApli1Wg2Xy8VTaJJPff/738ezzz6Lq1ev4sSJE0z1WllZwdDQEH+PeDwOpVKJZDIJnU6H5uZm3j7lcjkkEgkYDAY28Wo0GlRVVUGv1/MEjRDGNGmtqKiAw+FALBbjHBC73c4DjGKxCI1Gg9nZWTz55JPY3d1lmWZjYyM2Nja4CSGiUrlcZuKJWCx+5Nn2+/344z/+Y3R1dWFxcRHDw8N47rnnMDg4yMOcTCaD7u5u1NbWwu/3w+fzsU9CqVSiv7+ff0a3243p6Wm8+OKLnLqtUqk41NBms6G9vZ0RpfQ+exjwQNsNevdaLBao1WqWxtAGRCaT8f1I3hZCvNKmiD6TI0eO8LuVps1UjDz55JPQarWc40HehYGBAZRKJc5VaWtrQ19fHxtxH+fnu7a2FhqNhslXc3NzbPikAoiedRrKAIDdbkcsFuP3F0klaYBAzTsBA4LBIBez5DcCwNtis9mMyclJbiaBQ+CGVCpl6AQ9FxTASkCIbDb7CCadwvFIEkRSJtrG0wCNsjhIjw6APXuTk5NQKBSsZKDhyPLyMpqbmyEUChEKhTj0jSRMTU1NPKSkM3xoaIjlMjSgo02bRCLB9PQ0+vv7kc1m4XQ6YbVaGUfc1NSEcDgMtVoNv9+P7e1tziiYm5vDmTNn2OdElD06lyUSCaxWK/b29rCysvKId+7q1as4efIk5ufnMT4+zvlFiUSC31sjIyNcB1C9olKpGBlP0hzKiygWi+jp6cHCwgJaW1t5S0d5JNevX8exY8eQyWTQ2tqK9vZ2TuqmvzNhn2koR4jX+vp6JidSjgudL9FolBvH8+fPMziFFBu0iTl79ixaW1s5dftjH/sY584Qbreuro5TvH0+Hw9RqeYkFYpEInnXEILHqkEYGxvDwcEBnn/++b/za/7jf/yPEIlE+MpXvgIAODg4wBe/+EX4fD78u3/37/Bbv/Vb/+B/l7BYVLTa7XasrKxgZWWFMwSIXAIcTrwqKiqwu7v7SPH6cCBIdXU1p6LGYjHMzc0hmUyyNpQmc/39/QDAqa4UzAEAAwMDuHjxIgKBAGscM5kMPB4PPB7PI0Eefr8fjY2NPHEUiUTsOyCpUy6X40j6h7XxPp+P2dlUBNIklF4y5D/Y2dlBLpdj3SfJVTQaDbRaLTKZDO7fv4+amhpuLuglTVQlmrqHw2FkMhlGgapUKjQ3N2Nra4snfJRNkEqlUFdXx4YqACwFWVxcZKxX/KFIe7oWFxfR2NiI+vp6SCQSeDwedHd3w+VyoVQqQavVoqmpCdFoFEajES0tLdjc3GSjVywWY4KPQqHA/v4+r2obGhrYcEYhZkKhkNM4c7kc9Ho9F3MKhYKRri+//DKOHDkChULBgS9yuRyhUIg3CDQZJKkH8aATiQS6u7tZLkbN69DQEE+XSYbW2NjIOQ8UAETNI1106FEOxurqKoxGI3K5HE86c7kcfD4fIpEIF4vv9vqXerZXV1f5wDs4OOAMAkLl0SWTyRAOhzlDhEyve3t77E2i70P5I0TQoamZXq9nStTGxgZGR0eZ6kOc8Js3b8JgMECn0+HcuXO8ySJTOplF6dCiIp0QnTQVy2az0Ol0vAGi4prM+jStj8fjqKurg0ajQTAYhN/vh06nw9GjR3Hr1i2cO3eO0bW0yqaCZWNjA7u7u2zAq6ysxMzMDN9btEWkw4m2rITonJubw/DwMD+Px48f52aUqE5KpZLvV2r8afpdX1/PKasSiYQRyBRI5Xa7cf/+fYyMjMBkMqGurg4TExPo7+/ngUpPTw9vvQglSs/ywcEBFyXAoR+FfqZCoQCbzcY0EyL/0PuC/B49PT2YnZ2F1WplLbHFYsF3v/tdNDQ0QKFQwGQysd9ga2uLw5jovZJIJNgjQLpni8UCuVyORCKBTCbDOFySwVGInd1uRyAQgN/v52ebAi2J9ERF2Pb2NjcqRJ8iH4nRaORwKQDvesJI17/E800eEQCYm5tjY63T6eSpLr3XDg4OWPZEgzD6u+/v72Nvb4/JR1Kp9JGhWTAY5AC8ZDLJUh6PxwMAbHQVCARYWFjgxsvv9/PwiArszc1NHijEYjEsLS2hpaUFKpWKsajURFJ+EnkKSb9OSgIatgHgdGS9Xg+dTsdgA3oe6T1hMpmwt7eHO3fuIJlMYnFxkX0Bt27dYnrR5OQkhoeHMTc3B7VaDZ1OxxScGzduoLa2FmazmYErQ0NDWF5eZgCBw+HgdwQ1pQqFgs9s+pn1ej0sFgt8Ph8MBgNPyWdnZzE9PQ2RSISuri4YjUYsLy/DZrPhiSee4FqKzOVyuRwjIyMs8SIp0N7eHgQCAUt+yVM6OjrKzxoNg6n2owabcqBUKhXe9773we/3Y2RkBNPT06wW2djYYCrjw+8nIqpRZsvm5iaWl5eh0WjQ1NTEEnDyO7S1tXHTRQMoklECP5bQSaVSWCwWJmQSKjccDrM/jEJmyZeTTqeRzWZx7949XLx4EaFQ6F1v/x+rBuHhguVvu4RCIV566SXcvHmTXwzAYbfudDrxgQ984P+qiDCZTLy2J+oABZ0UCgXcvn2baTS0TSB9O2nB3G43c/51Oh1vFOiP1d/fz8ShtbU1Nj3funULtbW1GB4e5oKT1m+kQ/b5fGyknpub44mT0+nE+Pg4AODcuXPY39/H0tISa5RzuRzu378PhULB6CzyUMRiMeb50gNFOlfqPCmZmAw5Wq2W3fFkkNZqtXA6nYwTNZlMUKvVmJubY8kPGblpuk/mqurqapZrAD9eq5H5OZVK8eSUXqzFYpGZ7WR4JhMWGRFp0ltbW8to2srKSszOzkKn0/H0lzwjg4ODSKfTOHbsGK8/jUYjY1TD4TDEYjEnDpO2nVJoacJE3XkgEEBlZSWblOln2tjY4NV2sVjE0aNH4Xa70dvby9IsoVDI1CiZTMbbKNoU5PN5Lnpowun3+5FMJnH8+HEoFAoEg0Go1WpIpVI2UtGW7GHqAU2lIpEIm2zv3LmDT3/60wCAt99+mycalANBRbRGo/kHyQL+pZ5t4LDJ2tvbw/DwMN8/crkcRqMRLpcLGo0GPp+PDyq6AoEAjEYjlpaWeJoXDAY5VIukbgaDAadOnYJQKGSUINGpdDodv6yJ8BMMBjEzMwO1Ws30q/g77GvgMHk8FArh3r17kEqleO9738toRioeZ2dnWf7lcDhwcHAAi8WCmpoaRCIRlgkSK568QyRxtNlsPAxIJBKc2kv4VZFIhJ6eHk5fpe2HSqXiJmZrawsOhwN2u50N0UTAIUMeDQOoGKNDub6+HtlsFmazmcObDg4OeNNiMpmwtLT0yPqcApsAMJWINNs3b95k6cba2hoGBweRTCbZ2NjX14eKigre3uXzeaRSKZ6+qlQqaDQaJnllMhl+D9PEHwDLJ1UqFba3tzlNfm1tjaWOJE3IZrOQSCTY2NjgDS9N9h9GzKpUKkQiEXz1q1/Fxz72MZjNZqaNSKVSDsekzIumpiYmz0kkEn6fy+VypNNpbG9vo6qqir0dqVSK/2b0/puenma6CcnRiGrX0dHB7813e/1LPd91dXWcEO92u6HRaGA0GlFfX4/l5WWW1srl8keGfOl0mmlyANjrRfIiCv+qqamB1WrlYM+GhgYIhUJcv34dtbW10Ol0nF0TiUQYA0wST2pK5ubmIJFIAAC3b9/mn+N973sf/33ID7S7u8uTfJ1Oh/b2dsbqEg1tY2MDFouFvXDZbJYlTwaDgY36ZJC12WyczVAqldDd3Q2Px4OhoSGEw2FoNBp0dXXh1q1bbGANh8M4deoUNyR0Pz7xxBMIBAK8eSPvoF6v588pnU7z9kOv16NYLCKZTMJoNEKtVsPtdjM+fX19HXK5nDc8b7zxBqxWKwDwJoTUDplMBiMjIxCJRDAajVhZWcHp06d5o0bNkN/v57NKoVAwItrlcrHHiEJQaQi0sbEBlUrFpELycSwsLPDwkwYY6+vrGBwcxN7eHiezE2qcBpoUWFkul3HlyhU8++yzvAEsFovsX3njjTdYxk24YsrZqaur4/fl5uYmN4KUjZXJZOD1epFOp9Hd3Y1wOIwrV66go6ODm650Os3NXygUwsTEBC5cuPCunq/HqkH4SRcFuzz8oNO1vr6OS5cuPcJC/usXmYXoIsoDobZ8Ph/K5TKjspRKJevHSL8mk8kwOzuLaDSKnp4eXrcDh13e+vo6G5Z0Oh1vDhYXF9HV1YWWlhYOG6uvr+ewnfHxcRiNRk4Gpptrf38fBoMBwWCQCSi0mqaVllwux4MHD1imUl9fj2AwCLFYjNHRUXa2i8ViDsJaX1/HxsYGv0yogADAeCxChZL2nrjJJMGh7cpLL70EjUbDIWhSqRTt7e1cNJOO7uDgAPX19bwhMZlMHOwFANvb22zQkcvlaG5u5vUmAF4T0wFjMBj4xby2tsb3CDV7ND0ymUz8QiUD9cDAAO7evcuJykSMolU/rdhnZmZw+vRpAIdTZiKTTE9P48KFC3jw4AF7AQQCAecpmEwmxGIxpj3Qi4u00qFQiClJgUCAiSu7u7u8nlar1dBoNNjf32dqFH0u1EClUimEQiHcunULY2NjWF1dxcmTJ5lFTwVDqVTC1atXMTo6iv39fZ5mEAtdq9WyTpzCmyjAZm1tDdlslvn81Nj9U5JO/rmebdJyx2Ix3L9/n03gFRUVXDxaLBYOB0ylUjCZTIhEIjzloSKKQvvosHW5XEyxymQyOHLkCOu4gcPGZHNzEz/4wQ/4hU4ypM7OTqRSKbS0tGB9fR3Hjh1DW1sbEokEhEIhT466u7sxOTnJhwWhApuamqBUKpm6QbzzeDzOBQmRkB6+/0jKV1tbi7GxMQSDQU4ydrvd0Gq1KJfLsNlsnInhcDggEolQVVXF2vWNjQ2cOnWKm3XijhOhg5JK/+zP/ow1wdXV1fyM0aSzsrISPp8PlZWViMVi7Mei57CmpgYrKyuIxWK8yWxpaWEKCsEEBgcHedVO5kMAaG9vh0AgwOrqKucayOVy/v9vbm5m/G8qlUKhUEAikcDZs2fhdrsxOzsLmUyGnZ0dnDhxgu+HUqnEjR/9zXO5HP+OHo+HA7YsFgvK5TKuX7/OKMaamhomKBFu9pOf/CTa29tRW1vLCOzFxUV84xvfwFNPPYV8Ps9bRio2KeU7lUpxkCF51OLvZCfU1tbCbrfD6XSy8RgATp06BZfLBZ/Px0Sd2dlZLgj/Ka9/zPP9dz3bANhQ7Pf7UV9fz+9LAPy3rKqq4mwJGmoIBAI+V0h6SBKyvb09LlYzmQyDSlpbWxEMBlmuQlQoOtsorJTknQKBAFtbW+jq6kJ7ezufyfPz8xAKhbBYLJicnITb7WZEKclTiHDncDjYEE3bY5IVEVgAAMtIibZEGNfNzU32OZJfUafTYX9/H0888QRvickbZLVasbOzg+PHjyP+TiYD/U1IjUAADfK1TU5OstRvYGCAfQ8SiYSDNGnIUl1dDbPZzA1/MBhEoVCA1Wrl7XsgEOChKGUUicViDA4OorGxEU6nk98dVqsVi4uLbMolE/kf/uEf4stf/jLr8ovFIsxmM2QyGdrb2zE/Pw/gsLG9c+cOOjs7WQ5E4beVlZWcgUOf79TUFGfSrK6ucsqy0+nEzMwM13jkuVhdXUUwGMTAwACMRiNTFMk/sra2xihdm83GA5L9/X1u4F0uFxOmUqkULl++jI6ODiwsLOCjH/0og0SuX78OkUjEtLmpqSnO/xgZGWH55ujo6CPZPn/f9VPVIBAJ5+EkX7qIx69Sqf7OmPhf/dVfxW/8xm/8jf+cVnnBYBALCwsol8usaaNAsPr6emYId3d348aNG4+gTimxEwAfVLSmoskDRaHTDeZ2u3mtmEgkOGSE6CHV1dW8EqUCo7Ky8pGJHnWW1dXV6OrqQiQSQbl8CKaamZlBZ2cnk44oHEcmk/HETyAQcHhUoVBAU1MTamtrIRKJmCZAxmZ6qdJGgJjqtL6jG5sm50qlkrW0P/zhDyESiVjzSAQO+swMBgN3uySDODg44AeF/saEFI3H4zz9ValUzHon1jilH1MIS09PD+bm5lBXV8dT3tHRUdy/f58NQ42NjbyirKmpgdvtRmVlJeMTNzY22J8yPz+PoaEh1iHSyo5e5L29vUgkEmzqbG9v50yDUCiE6upqZiPTFIhSnikt2eVy4eWXX8YLL7zAJtixsTHWmd+/fx/BYJAbh3A4jG9+85s4e/Yso2ATiQRWVlbY5EwJjWSQA8CyGDKgURZCTU0Nv0iJo+zxeNh4/09JKfnnerYzmQwXUwBYx0taWPLApFIpRgfSJJ8IORaLhX9XMnDTO4JAAWTuVCqVUCgU/G6g547+LeKHi0QizM7OMjObDl/yk4yNjaFUKmF5eRlarRYikYhX0pFIhDnfKpUKx48f52BGksA89dRTKJVKWFlZ4YbFbrejs7MTABinSSZ/kg1Ro0O6/qeffhq1tbUsZaOCgYg52WyWv5dIJIJGo2FaSDab5Wa2vr4eNTU10Gg0XGAQ4MHpdLJ+mYKH3G43ZDIZp9GTx4KGIBRyJhAIcO7cOTbbUgBhb28vrly5wnpb8oQRPjSRSGB+fh7Kd1KSXS4XwuEwVCoVNjY22GRJByzRXSQSCUZHR5FMJvHVr34VP/MzPwObzcbfM51Oo7e3FyqVChMTE6ynTqfTaG9vRywW4yyNu3fvQqVSATgM3WpqauJ7aWpqCm63G+l0GqOjozy8Onr0KACwhIy8JdlsFl/60pfw4Q9/mMMiCbdIk8+7d+/iyJEjKJVKCAaDWFlZQVVVFUukZmdn0dfXB7/f/w/2IPyk6x/zfP9dz/bDF8EnyOMSfyi/J5fL8fOaTqeRSCR4YgyAjcmEOH34IjDH9vY2yuUyzGYz1tfXeQNE5nLy2pAMx+fzYW9vjzHS9J4gtn9VVRUWFxeh1+vR1dUFv9+PeDzOfpBEIgGdTseeMJIqUnYHBYWREb+5uRl6vZ7lj/F4nBtugUDA3oXz58/ztpGCCTOZDNcMlPdAWxBK3u7t7eXt2cPvt52dHfT19fHUfG1tjYljDx48AHB4rxoMBpjNZmxubnIQqM1mg1arRTab5eFi/J0gRPIKECY4k8mwH9ThcOBP//RPUV9fjzNnznCjXSwWOYzyhRdeQCKRQG1tLdObSGGg0Wh4YCGRSNjgPTs7i4GBAdTV1cHr9SKZTKKnp4ffQ+FwGD09PXyf0M9rsVjQ19cHgUCApqYmvPzyyzhx4gR/RiKRCGazme/DyclJ9p7QANTj8aC1tZW3v5QyTefJxMQEy7a7uroQjUZx7tw5zM3Nse+ks7OT/9apVArd3d24c+cODAYDK0PW19cfGQb/pOunqkH4x16/8zu/g9/7vd/j/5ukJoTpamxsxP7+PtbW1jg0p6GhAT09Pdja2mKOcaFQYA0b3cgSiQQNDQ1IJpOMxCPePRlPqQhLJBKIRCI8sSDGeSAQgFarxfXr16FQKBg/ODg4iOnpaZ7gEV0mk8ng3r17OHr0KHfPf/3FTp4HQu2R/MXn88Fut/N2YGNjAydOnIBKpeL1Kj0kRGk6deoUF9F+v5/Z/16vl5GMALjgMpvN3BHTS2Bvbw81NTWs7VMoFMwZJjMu8YuTySQ8Hg9kMhmef/55LtYjkQhcLhdEIhEqKyt5xSmRSGA0GmEymRiFRi8zoo1UV1dzoNP4+Dj6+/s5cCgYDLLXYWFhATdu3MCLL74IgUCAfD6PpaUlVFdX46tf/So+/vGP4/Lly+jq6uJ0SCrSLl68yJPYRCKBmZkZdHd3w+/3Y3h4mA9w4jLfvn2bySGLi4uwWCzo6upiiYLb7YbNZuPfn7YQTU1NsNlsWF1dhdVqhc/nwy/+4i/C5/MhFArxNHp6ehpmsxl2ux1utxtisRjT09MoFovMxe/p6YHD4YDVakWhUEB/fz+TWWgj9oMf/ICxfbQdeVyuv+vZBg5JJZTGS+nDNGEWiUQ8rafMCYfDwdsDrVbLunzahBE6sqWlhTn25XIZu7u72N/fR7FYZPxsuVxGe3s7JiYm0NXVhZWVFSaCpdNp3m5RMKNarUaxWMT+/j6+973v4dKlSwxCEAqFjLkk3St5jYhQUiqV8MMf/hBPPvkkT8BWVlYwODiI2tpafkctLCywMR8AOjs7oVarsbW1hYmJCTbfvv3222hsbOSJWjweRzKZRHt7Ozo6Opi+Vl1dzYn0sViMaS8k+yEJCqVv04TLbDbji1/8InuSaCK8sLCA4eFhbG1tMfWJsgNSqRQAMCjB5/PhySefRHV1Ne7fv8+J0s888wx6e3tRXV2NpaUlNDc3w2Qy4Y//+I8RDAZx4cIFln3evn0bNpsNi4uLOHLkCPx+PxfSJpOJKSQGgwF1dXXY2NjA+fPnEYlEYLPZOAQxk8lgbW0NmUyGJYQkW4xEIjg4OEBbWxvLkb7+9a/jl3/5l1FZWYmlpSWenLa2tqKnpwerq6tobGxkGeXy8jKHUQqFQp7i6vV6Tra+cuUKbyQJhqFUKtnXQkGTm5ubUCqV+MQnPoGvf/3rsFqtnD1Dg4HH4fr7nm26CO1NW+va2lpYLBasrKzAaDRyLg8VRnQ+0OSatoN9fX2c80Nnt8FggEajQalUYk8PyVIAcMFI4AkyrJIpfmFhASaTiaf61dXVWF1dRX9/P2/VLRYLisUiT4M7OzsZGkFbZWpkKUSPfr+/Hkq4s7ODWCwGl8uF3d1dPPHEE4xppowNMswSDpyaK5/Ph76+PkYO0/NMHiGiLYlEIoyNjaG+vh5isZg/i/39ffh8PqZu0blNwzCdToft7W2WMpJMsqKiAgaDgXMRdDodAGB5eRldXV2w2WzI5/NQq9W4evUqnnvuOZw4cQJisRherxehUAgmkwlOpxP37t3Dc889x2b1vb09XL9+HXV1dbh48SJu3boFmUyGiYkJPPfcczyAuHjxIvR6PWdgvfbaayiXy5zEHQ6H2XMgFApx+/ZtTExM4Od//udx584dhtVcunQJTqcTt27dwgc/+EF+T924cQONjY0s2ySJ5dtvv43a2lo4nU6oVCp885vfxIkTJ3DlyhWMjY3BarWipqYGBwcH+Pa3v42hoSFsbW1x/USbKLo3GxsbcePGDeh0OnR3d/OQlmRqW1tb7zoH4aeqQSDjKq3VHr4oDfnhlM2/fpEm7m+7SLtLYVH7+/ssRyiXy2hubsbc3Bzq6+shlUqhUCiwtraG9vZ2ftES3UYgEKCyshJ6vf4RDj0A3Lt3D319faipqWFt3JUrVzA6OspaMpvNxiFNxOinVRqtKKurq9Hd3Q2dTscmQ0KBVVVVsZF3cXERHR0dnHRMzOPBwUHGXCaTSfT29jLelW6opaUlJtjcunWLGettbW14++23AYANdm1tbY+486enp1FfX89s/WQyyU2JRqNhNCpNLQm1SYhWKn7ob0N0JmqMJBIJSqUSF1lCoZBXpfF4HE6nExaLBVarFVKpFMvLy0gkElCr1bh48SIuX76Mvr4++Hw+XrkRJ50Kqd7eXp6Iktbw1KlTaGpqQl1dHY4dO4YbN25gfX0dTzzxBHZ2dliGpdVqmQZFPP3d3V2WSdBkh1bYJP3yeDw8AaupqeEYeLlcznKEQqHAn2Eul2O/wd7eHqdckwyNSEqbm5vIZDLw+/3I5XK87qQXO5nI9Xo9UqkUZmZmEIvFcPz4cW4SKDdgf3+fU5//qa5/rmebdNiLi4vsFQIOJ4MLCwuMCPZ6vRAKhRyo5/P5oNPpGMU4OjrKEjOn04mnn36aMbK7u7tMi2hoaGD0rFQqxZUrV3DhwgXU19ezphkASwSJdHPz5k0OB5NKpTh69Cg6Ozv564iCdfToURSLRbzyyivQarVsOvT7/VhaWkJ9fT3e97738XBhbW0Nvb29nJZMv//k5CRGRkbwsz/7s5ienuZ3R1tbG958801Eo1GUSiXGcCaTSVRUVECv12NychIOh4PN2AsLCwxIoFwGu93Om75sNstccODHU8r+/n7e3pFXJp1OQ6VScSptQ0MDT5+DwSASiQRu3bqFwcFBRiDS+7hcLuMDH/gAv7e8Xi+OHj0Ko9GIg4MDPHjwAGKxGGNjY1zY5/N51nyTWZM2visrK9ja2oJQKOSfjyatpPEPhUKYnZ2Fz+eD1Wpl7fm9e/eYcBYOh+H3+xEKhRh9SQ0RADZKhsNhSCQSOBwONkeTyZHyaOidAYB9M6FQCOFwmN+RHR0dnLq+u7sLq9UKm83Gien5fB6bm5tsSF1bW8PY2BhvO6m4/qe8/jHP9993bgOHElKFQgGXy8W+NDJ/0xbbaDRie3ubnzGahNOUmRJ2SV7S1dXFwxMKAiRkOCXQb2xssMQGAGfHEAkvk8kwGMTn8yEQCLBxXavV8uaHDPu0QQQOG2SS/mYyGTbT2+12JvokEgk0NjbCZrMxpKJUKuHmzZtQKBQs893b20N9fT2ampowMTHBdCti8pNUiSg4LS0tTMlbWFhAKBTCk08+yfIlknJR5lE+n2eML20JSXFB9DfyvdHAMBqNIhaLQSKR8DuRivFsNovu7m7OhaAUYZvNxiZoIoLV19cjEAjw5vVhORlt9NbW1vDcc8/B7/cjlUrBarViamoKVqsVyWQSc3Nz/C4wGAyora1lYtjDIajkLyJJH/k4QqEQ5ufn8cILLwAAy1cvXryIeDzO4ZoHBwdobW3lcFZqZnt6ehB/J2sqHA7j4sWLbNAulUpIJpOQSqWYm5vDpUuX+Pnf3d1lGAFJP1dXVyEQCJheVVdXxw1YuVxmPDp5V3/S9VPVIKyvryOZTKKpqelv/HeE6Pr7XiR/30VTFeIL05RbKpWyTtlms6FUKmF9fR0tLS3o7OyEXC7HpUuX+PuQbjf+Tjw25Qs4HA7s7e0x1xoAlpaWMD8/z9QAkvAQT5se5Lq6Ol6nFYtFnoqRqYkICvTwbW9vQy6Xo6enBzs7O1hdXYXT6eSMAADweDysz37YhFRXV4dwOIyFhQXWYXd1deHZZ59l/bVUKoVWq8XW1haHND148AAGgwH9/f3I5XLo7u5mo12xWERHRwcqKyuxt7fHEiN6adKN+/DvfnBwwKFGwOEBQ4ckaYLJb0G5CSKRCG1tbSiXy8xGTyQS6OvrY/ReJBLBmTNn0NLSwoVMoVBgY29XVxcbiZqbm9k4KZFI8LnPfQ4qlQpDQ0O4evUqJiYm8Ku/+qs8xSAtrdlsfiQcZ3t7G1qtFrlcjps7CriRyWSM5yMT9sPeCGquKCvCYDDwNHJ5eZnpJeQlmZqa4kLh6tWrODg4YINm/J2Ye4lEgp2dHQiFQn4JDw4OsrE7FouhWCyir6+PDWSxWAwmkwmrq6swm81YW1v7J/Ug/HM92/SsORyOR+QLxNJ/mHpFAVZKpRIdHR38Oba1tQEAN0dSqRQulwvV1dV46623cObMGaaSaLVaVFVVcSYIJd5SkiYZmIVCIQwGA7xeL0wmEyNOye9CjQEhbw8ODphOJBKJcPLkSRQKBUSjUUxOTrKkh1JMaWtIRU1tbS2USiUSiQRTk15++WV8/vOfx4ULF1Aul2G326FSqdDU1MTIU5VKhQcPHsBoNGJoaAjAoSRNpVKxNOr9738/7HY7N4xisZilBJlMhk3P6XQagUCA0cVkCvb7/QgEAoz3m5qaYuQnabwbGhpgNpshl8tx5swZVFVVIZlMoru7mwuUN954A08//TT0ej1/5nt7eyzT+rmf+zn2li0sLPAgp6mpCf/hP/wHGAwGpjtNTEzgF37hF3D06FFEIhGsrq6iu7sbLS0tEAgEnDfx3//7f+eMk7fffpu9CUajEcFgEFNTUxgYGIDH48HMzAyMRiObn8vlMo4fP467d+9ieHiYvU+BQAC7u7vY3t6GxWLhgLlvf/vbeOGFF1AoFOD1epHP57mQX11dxcrKCvr6+tiXRRu+hzG1QqEQr7/+Os6fP4+3334bx48f5wJtf38fzc3NuH379rs2Mb7b65/z7NbpdJiYmODNDgCWuZI8mH5Hkr6SfIe8gOT5I2IbvR+GhoZ4k07yT6FQiLW1NT63KysrUVdXx8UznWGEMwXA3iaZTMZSp+3tbdbS07NcXV2N4eFhlh3/1V/9FYdq7e3tsSeQMk8EAgGkUinq6uoQDAbh8XgQDAYRDodx5MgRfPzjH0cgEEB/fz/UajXq6+uxtbWF27dvQ61W4+2332ZUc6lUQlNTE1paWgAc+p/+83/+z+x329vbQ2VlJbxeL/x+P/++BDehTIb6+nrIZDIcHBzw350GnuPj45DL5dDr9Xjw4AHy+Tz6+/thsViQTqfZoEufF/mrbt68iZdeegltbW1wu92oqqrijWZrayueeOIJlh52dnayT5FkP/39/WhoaMD6+jrK5TIuXbrE1LjJyUlcvHgRJpOJh5KhUIhJUltbW4wtpXMUAKsybt26BZPJBJfLhXw+D7PZzLUfSaopgG18fJxryKamJggEAmg0Gni9XvbPiMVirKys8HubzhaFQoGbN29CKBRibGyMvTJ3795FR0cHMpkMo+LD4TDfN8FgkJHPly5dwptvvsnSxp90/VQ1CKVSCd/97nfx3HPPPWKe0ev1aG9vx2/+5m/+o74/UUgexo1RsZhIJHhK09HRgerqal41VVVV8do3Go3CYDBgZ2eH05aHhoaws7MDiUQCtVrNnShRf3Q6HYLBIFwuF5xOJ8xmM0djV1VVcR7A8PAwr79o3Ukpf8S/p3+D0Gw9PT28Hg2FQrh58ybsdjsboEulEs6cOQOxWMykgFu3brG/gLIbqFjK5/NsGqINBCUoLi0toaGhATs7OzAajexbIIQbIfoeDgqh9ffDqcyEdCTDYz6f56K1v78fUqmUmedNTU0YHBxkEw+x2AUCAfOZqeELBAKwWq1IJBKor6/HxsYGfvjDH+K3fuu3cO/ePdbnplIpNnLlcjlEIhE0NTVxmjLpvD/60Y+yNrympgbnz58H8GMzF0lFiNZA1JrW1lZoNBpcvHiRaTGkw00kEpBKpbxq7u3tZaTqzZs3OUKeUI2VlZVwu91MM6FJh1gshtls5lTaTCYDuVzOoUqU+Hrnzh08++yzTF1IJBJYX19HW1sbm72J5kVYRZLRvFsd47u5/rmebQq+oUReAI/Qrej3yeVyWFxcZKoH6YLpPnjw4AEaGxshEok4bAk4bB5IO0wveNJ40tQ2kUhw0TE6OsrJzLR9m5iYwNDQEOMMFQoFbzxIDnT06FFotVreyBH2rrOzEyqVCn6/H+l0Gk1NTdw0EgQBOESWHhwcYHV1lbdOx48fh8vlglarhVqtZhkgAKZb1dfXs6yHJIokn6LDjaaI5PUg82ehUGDaG2VCyOVynpLSM07+hq6uLigUCpY3Dg4OshGaZJxEQZNKpSznFIlEmJmZwUsvvYRcLgeDwYC9vT2srq7imWeewdtvv83J0QKBAEqlElarFZubm5wKu7+/j8bGRuzt7eHIkSM4d+4c9Ho94vE43nrrLZ7K5/N5lmgUi0UMDQ3h2LFjSKVSHHjU0NCA+vp6ZDIZXLhwAfv7+zhx4gSeffZZnujRZxaLxfD7v//77E1pbGzE9vY2NBoNenp6EAwGsbm5yc9uuVzm7Avyl+zv76O+vh5jY2M87SSM65kzZxAIBBCPx3kS3tXVhatXrwIAnzeUkVAqlVhi9095/XM83zS4oa0YbXcA8JaVJvg0pKMzxOv18v1Jich/ndxkt9uxtbUFjUYDnU7H8iB6/1dWVkKr1cLlcrGXjMIX1Wo1KioqeCLe2trKz8X9+/fhcDggkUjgdDpZFkLZOxqNBslkEhqNBseOHUM2m8WdO3c494d8DG1tbcjn83A6nRCJRCxNpkaefBh6vZ6fuaqqKvZF7O3t8eCSQC02m43PTPp3ZDIZn/nAYfNF0INisQipVMrPBmngq6urkU6nIZFIkMlkMDw8DKVSCblcjs3NTXR2djKogbIA6urqoFQquemVSCQQiUQIh8M4duwYIpEII56j0Sja29uxurrKOHmSINEmIplM8hCroaGB5dnkB6FsgF/+5V9GqVTin5+gE8eOHUMul0NDQwOWlpYwPDwMu93OtUw6ncbnP/95ljHTFqWyshIOhwN/8id/wmj2jY0Nhkz09vaiv78fd+7cwZkzZzjPgDbMoVAIJ0+exPXr1/FXf/VXAIDBwUHMzc2hr68PKysruH79Oo4ePcrvBtp+00CDPI4mk4ll2CqVCgsLC5yI/W6un6oGAQB+/dd/Hc888wx+8zd/E1/60pcgEonwX//rf4XH48F/+2//7R/1vcvlMnp6etggcvbsWcaFkea+VCoxpoqmVOFwGNFolDGBwGHnur6+zvgrWleRCW1+fh5msxk9PT08ESKmflNTE5uqgEM5BGH1aFVH5lyfz8eFyd7eHkZHR1FbW8svD0phJeN0Q0MDGhoacO/ePVitVo7apqKcSB6tra0wm82orq7G1tYWpqenMTIygpqaGiQSCSYNLCwsQKPRoKGhAYFAgBN36+rqsLKywqZgkUjEhRMFOlGYGBFAxGIxN0TA4aSSXmzkrfD5fKioqIDJZEJnZycbAAkpR5sBkil1dXVhdXUV6+vr/IL2+XzIZrP43ve+h2eeeQZCoZCNVrW1tXC73TCbzSiXy2yapmAUo9HIxtK9vT2sr6/zxoTkT5cvX4ZIJILFYsH4+Dh2d3extLSEyspKmEwmTsskpj6trKlJAsAm43Q6zRsWCmGjJojM483Nzcw8Pzg44FTaBw8ecLAboWJJikT40osXL/J0iJjMhJulYBWDwYDl5WW8/vrrHEq3urrKB9E/1fXP8Wyvra3xvaHVajE9PY1EIoGOjg5Eo1HU19djenoa+XweRqMR8Xici+lyuYypqSk+yGj6d3BwAKfTCYPBAAD8Mm5paUEul8Pa2hrq6urgcDj4wNFqtXzY0kSnpqaGpTk+n48JO9XV1ejv70cgEOCCJBAIMFPfaDQy7YQMzAKBAF6vlw9NClXb2dnh5yiVSrFhsKuri+k+b7zxBk6ePMkGSEo4X1lZgUajgUwm4w2ZUCjE8ePHsbCwwO+SeDzOWncafJChnwLB4vE4Dg4O4Pf7UVVVxdM4MmzabDYsLCwgkUjgyJEjOHPmDH+uhG8legv93QYHB3Hv3j2evjocDrz88ss4efIkbt26BeCwiDx79iyAw/eJ0+lES0sLGhsbGXRAz5xUKkVDQwM/64uLi/D7/Xjuuef42f7DP/xD2O12yGQyfPnLX2acajAYhMPhYFw0IaEpcTqdTiMWi3GiKaFUnU4nPvaxj0EqlXJ2g1gs5s1zR0cHZDIZp3/fvXsXFRUV3Dh2dXXBYrGwDIHMlyQzoKFVS0sL9vb22IN26tQp3tBub29jZWWFCz6n04kTJ078Yx/nv3H9Uz/f5G3LZrM4deoUbt68yZu43d1ddHV1YXp6mie+6+vr7EcgaY9KpYLL5WJNvM/n4+aFZHWpVArNzc0IBALcVPb19cFoNGJ6eprRmN3d3YhEIpiammJaTl1dHba3t1l2IpPJcPbsWXi9Xr7v1tfX0dfXB6VSyb8PSX4InlJTU4Ouri78xV/8BSPLidBESgOpVAqbzcY0nL29Pfzwhz/E4OAgampqsLe3h1gshrW1NUxOTkKtVqOjowObm5uIRqN8rkxPT/M0fWlpiYk8VBsQVpuKYqJ1EdSjvr6eYSHA4XM3Pz/P7y56nunzb21tBXC4Zdnd3WUJE+X9BAIBDA4OYmlpCTabDdPT06ioqMDp06fR0NDAEkWSklHitEgkgkKh4BBctVrNlMGNjQ02nZMs8tatW8hms1CpVHj99dc5zE6pVMJoNCKRSHDWDfkbCbNL1EDCmudyObzvfe9j1Pvw8DDnxJCv4/z58ywfJImvUqlkGAIA9PT0oL6+nk3GW1tb0Ol0aGtr4424SCTixpHSxRcXF/H+978foVAILpcLra2tLD+qrKzks+snXY9Vg/DlL38ZL774IstKfvSjHyGfz+PjH/84mwo3Nzdx6tQp/O7v/i6Wl5fZhEmd2D/mIvNIMpnE6Ogou8xTqRQ/JKRDnpiYQFtbG2QyGVNf+vr6uPClwp14+UQgoC78xIkT2NnZ4WJYp9OxNnRra+sRMgG9+Kk7p+Almqw9jKUjjSQdVABYRyyXy3Hx4kVes9P3IKlJqVRinFs+n8e1a9cwNDSEVCqFqqoq3ixoNBqeoLW1tUEgEDBmNJPJQKfTYX5+HuVyGcPDwxCJRIxCLBQKnPIcCATg8Xhw//59AMCTTz4JpVIJm83GNAqJRMJFB/2etL24ceMGKioqIJPJ2ABuNpshEAh4xQaAEaTRaJRNoFNTU/jc5z7HD2ssFkNnZydPoWh9p1aruZjw+Xw8LamoqGA+el1dHTKZDBMyiBwVCoWwsrKCJ598kn9/qVTKRmGpVMpmzr29PRSLRU65zuVyjKAUiUTo7e3lQsRqtaJcLuPy5cu4ePEiHxb5fJ6nLdXV1Uy3oa0IoXzp51haWoLBYEB1dTXfr8SM93g8cLvdXIxWVlbySz0SiaCxsZHvr5+GZ5syScgXsrS0hKGhIdy7dw81NTV/Y4tFGysAPM2vrq7mKR1wSPAgORlNsaRSKfOoqSCkELJkMolEIoFUKoVSqcQeI/r5KAcjHo+zSZomghUVFSyDIB1sqVTC5uYmf6aXLl1iOU48Hsfm5iY3jbS67u7uRmVlJb7xjW/w1sJqtTKO2Wg08lChp6eHsaMbGxtobm6G3W7H4uIiEokEgxooUJAaXtKTO51OxONxntoStpi8CNT8UKASyRCFQiG++tWvorW1lTNTKisrGb26u7sLg8HAdJ6NjQ3Mz89z2vLk5CQuXbqEWCwGt9sNr9eLF198kclMD5PhwuEw8vk8c+pzuRxL6uLxOAfn7ezsIJPJoLe3FyaTCR6PBy+88AIaGhqwt7fHJJWFhQV4vV5+roiSlc/nIRQKkUgk+H6nzazRaMS9e/dYPri/v4/79+/j7Nmz7COamZmBz+fjLSXp0SUSCQ4ODlguSpNhIuiQlIM+Q5qKk+E+Ho9jdXWVvQoKhYLlTv+Q61/y+a6trcXKygoMBgMikQhSqRROnTqF69evw263M4efUuMJ/Urp6fX19SwzBcDoWrvdziFaAB5Jza2pqcH6+joTn6qqquD3+xnoYbfbGWDgcrmg0+mg0+m4GKX7goZ7tOkg30GxWGQVQ3V1NU6fPg2VSoVPfvKTXJxT8Cj5Zvr7+yGRSHDr1i0OglMqlXA6nSgUCiynjcfj6OvrA3Do66GsIrVajStXrkAkEuHixYuM8yU/DJ13kUgEPp8Pfr8fiUQCJ06cgFarxcDAAAeYHRwcsFyoWCzy+04qlbJh+PXXX4fJZGLEs0Ag4KaD8oB8Ph+2trbQ2tqKdDqN6elpPP/88+zfiEajvHGgcz8QCHBgWT6fx/LyMitByJ9ZLpd54JtKpfjzpOBbMpvTcJDyLShIkYbE9C6jJq5QKCCTyXB+gsFgQENDA+NxyefxML1yf38fer2eB1Q+nw9nzpxBa2srh3lGIhGuT27fvo3BwUFWWwwODuKNN95AY2MjUqkUHA4HLl68yA0hcEjqIqIc+R/ezSUAUP6JX/X/00sul3PoFaHDQqEQ7HY7HA4Hm+PcbjfUajVmZmYgl8vhcrmYdkNBFsQ8JhQVaSHPnDkDpVKJdDrNJjtihpP5JhaLwefz8aSfmgJqJqh7p2CsqqoqDmmi36O+vh6lUgmxWIwlDPT9KAE0EomgoaGBH+BgMAin08nhUIRkVSgU0Gg0PIn3+/0oFAqsiw8Gg7DZbAAOC5vx8XE0NzdjdXWVtXD0+6tUKpjNZg5Gq6yshMvlYk0lFULUvBQKBWi1WqTTaQ5boeReKpApFr6yspIRs/Sz1NbW8jYnl8uhtbUVbrcbq6ursNvtuHz5Ms6fP8+HJXlPrFYr6urqWG/scrlwcHDAxX0kEsGdO3cwNjaGuro6DhciqQ/J0IglX11djT//8z9nI7PdbucV9a1bt3D27FmkUilO9Wxubsb29jYTcojepFKpWJs6MzPDxCqtVosHDx7A5XKhr6+Pk1qJ7kF0CYqLJwN3MBiEXq9/BJ9J2nUyb5IhXi6XY2ZmBgB4aup2uzE0NIR8Pg+lUokf/vCH/Pw8TtfDzzYV3slkEsPDw7h//z7sdjvfT1TcKRQKzM3NAQA34SQXBMAbnJWVFQCH+uSHt3fLy8uQSCRobGzEzs4OWlpaEH8HN0hfRwQgkjPU1tayOZ9oN3QR195isXDq7VtvvYULFy7wARgKhWA0GpFKpVjGIBQKectz+/ZtOBwOlgyo1WreFBE6kMLIKioqOLGXNg5vvvkment7uaDe39/HrVu32Idkt9tZO19RUQG3283bEKKWyWQyPPfccwwAoGba5/NhZWUF/f39jGQlzCDBFkh2lclk2PBIP5vJZMK9e/dYH7yxscG4Z7PZjGg0CpPJhLa2Nk6vn5+fx9e+9jWYzWb823/7b1FZWYnd3V02hVK2gUwmw927d5mdvrOzg+9///v40Ic+hIODA/zoRz9Cd3c3XnvtNdTU1LDUibJMyMQpk8mgVqvZn0FT2Vwux1rvYDCIYDCItrY21NfXc16A1+vFwMAAT2hp20oG0HA4zHp2agLpOSRqiUAg4CKcJBDpdBpSqRSBQABut5vlBmSYp5DG733ve4/1s033MW1pCELgcDhQWVmJubk5luk1NjZiZmYGfX19WF5exsHBwSNpsp2dnSwJpos2sySBo62uUChEV1cXXC4X8/Gz2Sz/vcViMdra2piDL5VKOaDO6/Wyl5HQwmKxGJFIBJubm7BYLEw8JF9hNBpliAhp/dfW1hjHTN5Bs9nMPqNUKoXl5WU0Nzezd4fMyIVCAcViESsrK6wQaGxsRH19PWZmZlje3NbWhsbGRr5/Q6EQYrEYJiYmoFarefMxPDzM709CndN2jgJUPR4PB74RYITqkHQ6zajwZDLJZzP5oHQ6Hb761a/igx/8IKxWK1pbWzndnM5tupcJCDM2Nsbv/JWVFXR2dqK2tpYRq5ubm/x8RCIR3L17F+3t7RCLxbhy5QocDge8Xi8kEgkuX76M97znPVhbW4Ner4dSqWRZGW2mtVot9vf3sbGxwX5MCprd2NiAXq9HT08PYrEYy80LhQKy2SxnP5EPlOpIylK6f/8+NyLDw8PIZDJYXV1lOAwNKWjQQUNT8mDRhmloaIgDUdva2uB0On/i8/1YbRD+pS6SXRCLd2tri9MTSaZCKFBKRK6trYXBYIBQKOQHCgAbohwOB5xOJ08Qaeq3vb3NhiZaO8rlcgwPDzMjHzjU3xE9g0ggxPIGwKz8bDaL4eHhR/T7NEk5ODjA4uIih6HMzs5Cr9czz5yMp2NjY6ioqIDP54PT6URbWxt/zc7ODhuDFxYW2EFPD/7e3h5aWlpQLBZht9uhUCiYFU8BNDTdIuMuTTPpd6XPkl4s2WyWizqSStDqj3ST165dw8WLF6F8J/qdEIQk1yGjUzweZ7OnXC7HsWPHIJVKUVtbC6FQyLpASi0mlNvk5CSef/553Lhxg9ngsViMH0TaatTW1vLfdWZmhjc4RLba3d1FW1sbbt26hXPnzmFtbY0Lm56eHiawhEIhTlKsr69HNBpFOByG8p2wPkLw0WdAhkK/38/hebSRIJM38GOTLmH56O8vlUqxu7vLk5GHCR67u7swmUx82BoMBsRiMf796KLpxuN8EY2GJqL3799HX18fQqEQy0KcTidP7qgxLxaLUKvV2N3dRWNjI6LRKJLJJIf6UDFGWQSEAVSpVJiZmYHD4eAtGMkW0+k0tra2WEpEciOaor/++uvckJAEibaUFKz0wQ9+kLGna2triMfj7IkgMx1wuMmz2Wz4+Mc/DrFYjI2NDdy/fx8DAwPsjyEpEnmYHp6mlctlxGIxGAwGFItF1kinUilGAVKx29HRwfeXQCBAfX09E046Ojp4C0vsfuKKU0Hz9a9/HR/84Adx9OhR9ofQRvPq1at44oknmFlOP1s6ncbm5ibLs4AfT9koqIqMeGQu39raQjgchslkwsjICL773e9iZGQEd+/eZdzp5uYmjh49yu+1g4MD3Lx5E1tbWxgZGYHf70cwGIROp8Pu7i76+/tRLBbxl3/5l4xsDofDzE2nbJt79+7h2LFj7PcgJCeZXinxlbaTRNWh4l+j0TDWmabaFPhGDYlMJoNUKuV3B5073d3djIXe2dlheAUZPJPJJHZ3d5FIJPj3off843zpdDrU1tbC5/Mxu1+j0XCR2NbWxh4FMmzPzMwwpYyeo3g8jsXFRVitVshkMs4bCYfDqKysfASlDYBlqFKplIdMQqEQc3NzjzSZTqfzEf8iXRUVFVxrUIYPJUCTv4smyzTEID+DWCxmxCVRc4hWRWd+TU0NxsfHIZPJsLq6ytvjyspKbhQB8HCJJLt0ztDmPBAIQC6Xc/Da7u4uB3wVCgX09fXBYDAw7p0aJPqMHA4Hh7RSo+3xeDjd/Zvf/CbOnDnDgyoagkYiER6kktTmF3/xF/m5IKm2XC7nzS8NHaampnDy5EmMj4+jq6uLka+UFUWkQvIq+P1+rK+vY3l5mcEpAoGA35GRSAQf/vCHsbW1xSj2eDzOTSGhTauqqtiwTRtXtVqNyclJNDY2cgBdXV0dbDYbvv/97+P06dOIRCIQiURslCefJj2PVKNRTVNXV4f79+9jbGwM169fh0QiYTRyJBLBU089hddeew0VFRXciE5NTcFkMmFiYgKnT5/G+fPn+Z35k65/bRAAfhnS6p86QUpLpvUsTd1FIhE3D+FwmNdX9LBRImtnZyd2d3fZWEhTWJqCKxQKLgYe1o9NT08z354C0kgqAhx2kWQalEgk3C2S3Ih0qHSIUMFDK/jq6mpOTaStQyqVglKpxMjICBYWFtiBTxdNBGntSqt5lUrFsoVEIoGdnR1UVFSgs7MTVVVVGBoagkQiwdbWFqamplAul2EymXidS4cdrUFJrjMxMYHR0VEUi0XMzMxwtkBfXx/29vbw3ve+F/Pz8+jp6eEwI2q2iMkeiURY761UKpkg9L/+1//Ce9/7XhSLRTYNEqliZWUFHR0d+KVf+iV4vV40NTVhZ2cHa2trHKzU2dnJk5pIJMIyEavVyhKRmzdv4vTp01hfX2ftJgXM0f3ldruxu7uLhoYGzuM4ODjA0NAQHA4HvvOd7wAAewaIfEQhVRaLBZcuXeIVeC6XYzzt1tYW/H4/Y/LOnz+P5eVlHDlyhNedsVgMcrmccW/A4Ro9EAggHA4zVcLtdvOUgRJ7Scv8uF8Pm94fvqiQLhaLnMa7tLT0yNek02mYzWbU1NQwhYc0/QqFArFYDDU1NQwIAMAc8aqqKvYQEPKQTGj0dyJNuMVigUwmQ0NDA7q7u9HW1sZhbvTf0c9MIYCk1yU5oNlsZmNpe3s7/zterxcejwc9PT04c+YMZmZmcPfuXYyMjKBUKjHurlQqwWAwQKVScRFusVjQ39/PeMONjQ2kUinOYDAajVAqlVhfX8err77KetlUKsXTW5IjdXV1QafToaKiAt/73vcwNjbGjdNv//Zvo6amhgt7OuzJ8EsDgqamJjYnLy4usrxPLBZzoN3Vq1dZ8kXaffIPpNNpWK1WDA0NIRQKYXJyEpcvX8bS0hK0Wi2Wlpbw/PPPI5PJIJFIYHx8HHV1dZBIJDzNi8fjCIVCqK+vh8/n440teZhog0QbVOLNb21tYWdnhyezy8vLjyCrm5qacPPmTYjFYhw5cgQmkwn5fJ7JMURUmZiY4HwU2jA3NTXxhgU43NpSVgrlK2xvb+Po0aNoaGjA/v4+n1sej4fPIJo809//cb/omW5sbGRogMFgwNzc3COyIgCPFPg7OzvI5XJQKBTQ6XRMdYtGoxwatre3h4ODg0cIgUajEX6/HwaDgQd1jY2N/B4FAIvFgtXVVSbyGY1GaDQajI+P82CCirMLFy6wCuBhUzg1l9Rsko6e9P3kdXK73djZ2YHD4eAQPqfTia6uLhiNRs4UAQ4pbmSmpQ3cxz72MaYHbm1t8TbZZrMxuW1nZweTk5Oorq6GVqtlFG97ezsmJycxMzOD4eFh3oR6PB4MDw+jqakJ0WgUJ0+e5K0UZU3FYjHodDp86EMfYsMwDepisRi2t7dZDkyfI8kJGxsb+fmjrU06nWZZ38c+9jGui0KhEKanp/HWW29hZGQEQ0NDUCqVEAgEcLlcTJwSiURobW2FQCCAXC6HVqvlJpt8Y2azGdPT06isrITf72dZKm3mX375ZYyMjECtVjOmmGTnhNGurKzE9PQ0yuUyXnjhBUxOTmJzc5MHdvS7RSIR3lL39PRAIpFgf38fqVQKmUwGzc3NuH79OhM2Y7EY5yC99tprAMCSMcKgkqeEcpkob+InXf/aIODHrHQqwGtqarCzs8NTHnLqA4e4TbFYDKvVyubPiooKrKyssAmVim4y1VmtVjQ1NSEQCPALixjBSqWSpxb00iISCaUA0h+7WCzC4XBgZWUFJpMJ/f39vIanNShRLcgMTIVMdXU1T+hJSgSAMZ6NjY0cdS6VSpnKQR08GSpdLhfr/L1eL44dO8ZT6YqKCjYG+Xw+lkZlMhmUSiW0trZCpVIxnpWaGeDwBU56SpPJhBdeeIE9DvTA0YuFpr/pdJqDfYiB3NDQwLzlcDjM5BLS6haLRRw/fhwAOL2S5AB3795FTU0NSxPIR0BF/Ec+8hGk02kUi0Vks1lUVlYyvYqasHK5jO3tbUgkEiwuLiIcDuPcuXNsFiRPCiVv9/X18TahoqKCUXU6nY7DaqjRSaVSPEHc3d1FOp1mkysVqqlUCoODgxzEt729zWtR+ptqtVrG4UYiEUSjUZ6KPHjwgCkcJOF6OImYQoS8Xi8fio/zRfcgACbL0IR/f3//b210SA4XCoUgEAj4AOrs7ITNZsOdO3dwcHDAlKja2louCIkw1dLSwti9h4lAFRUVWFpa4obW7/dDJBIhmUzCbDZje3sb9fX1aG1tfYS7TZAB2kgC4AOAZHWzs7N80KXTaaaJDA4O8maLkHo0FKHJdX19PRKJBOMZo9EofuVXfoXJTYVCAbFYDL29vVwAra2tIZvNQiaT4dKlS1Cr1aw9bmpqQkdHB1wuF6/PJRIJqqur8YUvfAGxWIw3YESbIRocbVoqKirQ0dEBvV7/SObD5uYmBAIBZmZmMDIywp9vU1MTzpw5A+DQN0Km49raWiwuLiIQCODEiRNclBFu9IUXXuAtbjweZ2kBoVbpb5zP51mLTTS448ePcyIxse3Jb6JUKjmoa2RkhAv+qqoqLm7JrA0cvgOfeuopAIcYakKmVlVVYWFhAUKhkBn1JB8ViUTcvNJwhIqe27dvQ6fTwWAwQCAQYHZ2FkNDQxAIBEzTM5vN2NnZYW8TZVr8NFzEiCe5nlQqxfr6Oicyk4fw77po6Le/vw+Hw8Gp9Far9RHDPflo/H4/f31NTQ0aGho4z0YkEvGUFjh8rkiZQEGoIpEIdrudB2qEVafvST7Dg4MDiEQiNuxSY26326HT6ZgypNPp0NjYyNJVei/4fD7E43EYDIZHvGXU1DQ3N+PEiRNMS8xms6iurubEcYISUANqNpv53y0WizCbzVwDAWDlQ2trK+x2O0QiEb8LampqmPxFvr3V1VXU1tZCLpfzFoDQqMBhjeV2uzE2Nobq6mpEIhGW7QaDQaYVkYRnZmaGt/kymYxTo2dmZmA2m/HJT36SBw6UIyIUCvHgwQOUSiV+Bufm5uBwOHD16lUUi0UcO3YMPp+Pz0kKJiuVSmhpaYHH4wEAeL1enDp1CplMBmKxGHa7HbFYDGazmbfMTqcTp0+fRnd3N5TvJG03NzejqamJZaOkdmhqamJk8fb2NsMOaFji9XoxOjrK93ooFMK1a9dw/PhxBAIBRrzL5XJMTExAr9djamoK+/v76OrqQkNDw/9/KUb/HBetx0m3SV0ySWOo4AYOQ1kikQiMRiPf5PQ/3W43XC4Xd6FyuRzXr1/nAAuaPhqNRjYzKZVKAIcThIqKCk5spcA1OkxUKhUfouQRIAwYbShoikQPbGVlJRobG7mAIA1iQ0MDampq2FFPqzxaxdF0nwhEVMzabDbWBnZ0dEClUvHEaX9/HxqNBmKxmF849EB7PB4OPaJwOPodl5aWkE6ncfToUdy8eRNnz57lf4/QiGKxmIObyLhJQTfBYJDD3Zqbm9nALJFImGg0OTkJi8XCQXaErvR4PLBarQiHw7BarchmsxCLxfB4PCzLIrIIBZ/RQUEseDJGUdQ8NTwWi4WRgh6Ph/G5VAyQUdxgMHAgGk39a2pqsLS0hGw2C4vFApPJhIqKCi4I7t69y1NjIiNQsBx5Q2hiQ2YsMoDR96+trUV7eztCoRD7CSgIb2trC2azmaPpg8EgF4IkCwPwyIbpcb0evn8JI0ihXSaTCYFAgLG8NGWkECS9Xg+r1coyMypMaU3sdru54aZNGG1sKKFYJBIhl8vx4Tg3Nwe5XM6BSiqVCkql8pEALp1Ox+8jImXt7e1xIGAgEGC2tkQiYWNmR0cHTCYTm8nJGEhfQw0AAJ7Ol0ol7O7usmGa5ATt7e1YWVlBPp+HVCpl1OPe3h6/dwhxOjExwbrv2tpaTl12uVzY2NjAs88+i/n5eQwODnKCr81mY3kAaf0BPDKF/9GPfgSXy4XBwUEekFCj09nZyZpoyj9Jp9Oor6/nhq6jowPr6+tYWFjA/v4+FAoFpqamkEwmme4VCoVw9epV/n5OpxO9vb1MMZPL5VxsNzY2IhAIoKqqCqdPn4ZEIsErr7zC2RF0VlCzXVVVha6uLjZeV1dXQyaT4fbt21AqlfB6vThy5AhkMhn7JzY3N7G/vw+LxcL6dDJ/0yAGAGuTP/KRj7BXjEzyVDw5HA5sbGxAp9PxZpzM0hUVFRgfH4fdbkdNTQ2EQiE3uXT+Pe5XqVRiigxwqASgoU11dTVisRhvyNra2uDxeKDX65kX/7Bkl6SD5DEgqe3KygoPEOn9v7GxwcQvAhBQgjBdFGrZ1NTE4ZWZTIahBrRRjMVinIpNQ5xMJsPbOQKH0Luefj9SBgBgeTBlN1BIIdUYYrGYcepUI9AWiYp5rVaLYrHICca0Yfb5fJzfoNPpUF9fz5z/cDiM3t5evPHGG3jPe96Duro6+P1+tLS0cPZJMBhk/wMlMA8MDMDn86G2thahUAjt7e0sDa6rq0N/fz/y+Tzm5+dx9OhRll02NjYil8vB5XIhHA5je3sbBoMBuVyOyUEEQUilUshms0wzos0FvSOAQ/mpy+XC4uIiKioqoNVqMTc3h+7ubobPdHd3Y3p6mmEtdXV1jEMdGBjAD3/4Q1aOBINBfO973+ON9EsvvQSBQMC0yxs3bgAA1zi0jaewukAgALVajaWlJbS2tjLylrZZhLGura3Fq6++yvhaOruovkskEjwYBA7pnOVyGR0dHVheXobNZuP37U+6/rVBAFiyQdIZ4DDdkYI06KZ6WIMbDoextbUFr9eL8+fPsx9Ao9Gw7rSqqgojIyMcfEPprRSkQxOptbU1Ng5RyA0AjIyMMHKUpkhkIs3lclheXkYkEkEmk2GuMHXHMpkMa2trCIfDUKvVHNJG+DPCkgGHa1LKYQAONyr0IqqqqkJrayuvO00mE8rlMhcagUAAN27cQCKRwPnz51FXV8fsfafTic7OTs4dIClPU1MTZDIZrl27xsScO3fuMPZVr9fzOmx3dxe1tbXQarUcGCIWi6FWq7G/vw+DwcAaWvp9Dg4O4PF4GDNLL0eNRoPJyUn09/djdXWVtzR37txBT08P+zqMRiOHjFExR/QHg8GAzc1Nnqasra1hZmYGmUwGbW1trMsmP8bDBZVarUYmk4FIJEI0GuUtSqFQYEnG8ePHEQ6HIRQK0dTUhGAwyNjaaDTK+QjNzc3Y2tpCIpHgv41cLofP54Ner2e6zcDAAORyOcLhMC5cuIDp6Wl4vV4+cEiK1t3djbW1NWxtbaGhoQHj4+Po6OjgROFoNMqeA0qSfrdryn/JKxAIMIDA5XJxGN7CwgL8fj8A8MFM+ncq1nd3d3mqtba2hnQ6jZ6eHmxvbzNWMh6PQ6FQQCqVYmtrC263m7MR5HI55ubmWMZGeRSZTAYXL17kSSQx7Sk8rVAo4PLly7zNI6zd9vY230ehUIjvLTI0UnhXPB5HJBJBuVxm2d6rr74Ko9GIiooKOBwOiEQieL1e9Pf3sza9pqYGNTU1PMnKZrN49dVXEQwG8dRTT3GqvMfjYaO90+nkIproObS1kUqlsFgs2N7ehs1mQ1NTE1pbW1FXV4fr169jcXERra2tOHXqFJtAxWIxJBIJJBIJ00qI3NHc3IxcLodoNMoBfm63G62trYhGo7xho9wKk8mEyclJ1uV3dXWhuroac3Nz2Nvbg1Qq5aIqGo3iyJEjXASQbjsej+PatWsADgtSp9OJo0ePMuqWzKekhSdOu8VigVQqhd/vx9WrV/Hcc89xpkxvby/W1tbQ2dmJmzdv4umnn4ZarcbIyAjm5+cRiUR4sgocbhYIcpBKpdiY/rM/+7M8WSXcNm2LDw4OYDQauZhraGiA3+9nDThtMKi5pWLSYrFwyNPjfqlUKtb9UyNO4YNkXKfncGdnh2l6NBCiz5ckweRTKBaLPMUVi8XcGCcSCTQ3N7NHjuAF9fX1vIV8GE/a3d3NMhjyNM3Pz/MwkJJ7W1tbsbe3x0m6MzMzOHXqFOe3UCNN93g2m2W079DQEOLxONxuN2+clUol7ty5g6GhIQZvkKeRfClutxuvvvoq0uk0Tp06hZaWFuTzeYRCIfam3L9/nylK0WiUjdz0Xszn89wQt7e3w2w2Y3V1FdPT08hmsyxfzefz/DuTl4Z8mOl0GtevX0dvby8HiBHGmPCfNLCh5n98fBzPP/88rl69ira2Nk6Srqurw+zsLDdcN27cQLFYRCqVQltbGyorK9m/9ODBAwDAjRs3MDg4yD4SgppYLBYkEgkYjUYYDAbGZYvFYgwPD2NqagoCgYC3BHROjI6OIh6Po6GhgYlZFGx59epVNDc3I51Oc3YJQVZoWLu1tcXybPKpEDXp+vXrHPY2NDSEiYkJHriQeiGZTOLkyZMol8sM4yBFQj6fx6lTpxCLxeD1et/VM/avDQLANyTp7IHDrtzr9aKmpoYxaDQpyOfzvCGwWCzcqZpMJggEAn7IjEYjfD4fB6zRFoL4xZFIhNnqFKZCk3KdToeZmZlHbiQAHFxFL7NSqYS+vj4UCgVcu3YN3d3dbLIhlGWpVMLIyAhrEImlS5IhCt8hTXR7ezvi8Tjr0h9Gr4VCIUgkEmg0Gj5wmpubMTk5iddff5058dR0BINBHD16FLlcDjU1Nbhx4wZTXFKpFMtjSBdKMiySI1BDVF1dDZFIhEAggJmZGSiVSojFYjgcjkdWhHNzcywlWVhY4FyKSCQCpVLJoUB9fX3cUHV2diIWi6Gurg4ikQhXrlzhqUltbS1qa2sxPT2NlpYW+P1+NownEglYLBZ4PB4cP34c165dw9jYGBoaGthsuL6+jmAwiGg0yqtv0osSSaKpqYm3Fc3NzWhuboZUKoVQKITVauUwI5oe0IbmyJEjzP4mPC/pSYmuRXhPahiIYrW0tISWlhZIJBL09vYik8nwy0yr1bKpDfix0bmrq4sLQvrePw0Xmf8AMNZQr9dzQalSqdjgSytkAGxKA8AptG63G7FYDO3t7Uz42tjYgFKphF6vh1gs5iAyMrZRSvHCwgK0Wi0aGhqwtrbGTSJJWcjERhud/f19tLe3Y39/H6+//joGBwe5ECwWiwiHw5yfQnra5eVlGAwG2O12TE1NcZr54OAgtra20N7ezrpUCh4jogah/oiwJhAImIb27W9/mwuujo4OxONxPHjwAM3NzZyaurCwgIGBARSLRWxubuLEiRN8XyqVSkxNTT1CSCGKCmE6t7e38eDBA2i1Wp7g19fXcyiR0+nkQMTZ2Vk2kNIGZH19nVOqP/WpT/EkXigUYmpqCjabDf/7f/9vAIdI5dXVVQ6fGx8f568nQk5nZyei0SgHWUYiEYyOjkKn07EPRKfT4cGDB7xlpslxKBTiew0A5ubmGE0ok8m4iWxqakI6nYbJZGJqFWEYaeMM/LhZJSkTFWg3btzgaTI1N5SSTmnThUIBOzs7UL4TVHXv3j309fWhsbERi4uLvHHY399nmQ1Npx/nKxaL8bSWLtocLS0toaKiAlarFRsbGyw/oU02fW1jYyOfraurqwDAhBsA/NkBh41ALpdjqh1l2nR3d2NqaorpcqSXHx8fh16vZ78YbW7K5TI3B0qlkvNlkskkdnZ20NfXh5s3b0KpVEKhUCCTyXAWjVarhU6nY549cDghJgJOdXU1bwzo7CJyFXB4lm9sbLD/IpVKcU7Q9vY2zpw5g3K5jG984xssxaXml+5tOt8JyavVarG7uwuJRMJF8w9+8AN8/vOf5/eY2+3mc4lCAem+TafT2NjYYKzq7OwsOjo60NzcjHw+j+rqarS0tEAsFqOzs5NBGr29vXjrrbdYEXD79m2WeO/s7KC3txevvfYah611dXWx7ImCE1944QVupui8D4fDSCQS/GySCqKjowMTExNIp9MYGBjAa6+9hmQyiba2NmxtbbEpmrKvYrEYZ6NEo1GcPXsWi4uL6OnpYbkzBZySX43OpWw2i8nJSZa50Wbn8uXL6OrqYsMxbSX6+vp4g5XP5+H1emG1Wnnom81modfr2W/6sD/l77v+FXOaTMJms/Ga3mQyYXNz8298LUmPgEPpDRmG9vb24PP5GEH6t309/d9ms5lRqjTpo1CeaDTKL/eWlhZUVlZy3DfpxWZmZmAwGFhTSk0G6WXFYjHu3bv3CL1DpVIhmUzyg0FaeZpck2aOkpRpdReLxTgURC6XI5/PY2pqCsViEWNjY4wyNZlMrK9vamriidb29jZrKzUaDdN4aL3a0tLCaDCipzgcDlRXV2NtbY21tTU1NWwOy2Qy+NM//VNcuHABOzs7LKUSCoU4d+4c1tfXWQJTVVXF2x/gx8ZNADh69Ciqqqqws7ODRCIBhULB8orl5WUkEgnIZDKeAABAf38/lpaWsLm5yZ8Z+U9effVVDA4OoqKiAtFoFEajEXq9HsFgEDdu3MDJkyexs7ODrq4uvP3227Db7VhbW+Pwu729PbS2tjJ2kvCZbrebV5enTp2CRqPBzMwMG8ocDgdmZmYwMDDAQTC0NdFoNGxWpt+bGiYy31Fqby6Xw9LSEsfaO51ODA0NMSWGXuBqtZoPToVCAbPZjJdffvmxRiGOjo7y5H53d5cbBZrQ0LQvn88zG5p0uH/fS5SeY9Lo09aBjGler5cPMJFIhNHRUdy4cQNnzpzhIQLJB5RKJYcT0WFHWMF0Oo0jR45wkUvmS8IBU6pvRUUF/86VlZWIvxNM1tzczDQtj8eDeDwOp9MJi8UCi8XySFJ0Pp/H8ePHUS6XEQqFeMpHQWz0u9L0ichu7e3tMBgMqKioQEVFBR48eICXXnoJdXV1WF9fZ4lMfX093njjDXR0dODKlSv4yEc+AqPRyLJMQhW++eabGBkZ4aENFSBUyBFLvrq6Gvl8Hqurq3A4HKitrcXx48dZSkHeDmKb37hx4xGTOKWHE0cdAIc2Wq1WJqoRjjCTyUCtVkOpVGJpaQn379/HJz7xCUQiEeboSyQSlMtlTtadmJjA4OAg+8FMJhPq6uqQTCbx7W9/G0NDQyyhevXVV6HT6Th1lSSD6XSa358NDQ1Qq9XY3NzE2toay64onK9UKnGQYyKR4L9jNBplH8nIyAjC4TBn+hAtheguJEG8ffv2Y/1sP/PMM/B6vbztIIkUXSaTiTeghKQMhUKQy+WPcOAJT/vXL8q/oUaQgAIk5fD5fJxdQCZ7+tmEQiFqamp4W6ZWq3nCL5PJOD2XEu2np6dhsVggFov5rKb7jmoBkiLSYIrkhMlkEl6vl5PSpVIp2tvbIZfLGVV8cHCA48ePM9azsbER4XCYG0eSwj148IAbEpIgBgIB/lktFgvsdjsODg6QyWS4qFYoFFhbW2PKHeFRV1dXIRaLMTk5yVJO+rx9Ph+GhoY482d9fR0GgwG3b99mPPvD28Vz585BJpNx/gIAls/OzMzwoIBybihMkYzWPT097Dny+/2YmprioLiRkRE4nU7o9XrOCnC5XCgUChgeHsa9e/d4G0MNNEEHSM5Ln08+n8fVq1fR29uLo0ePolAo4O7duywlHBwc5CEUecGSyST6+vqQzWbZ40fv+GKxyE1WdXU1dDodE5JoeNzX14eZmRnGu969exfA4XCvtrYWKpUKxWKRAQ4rKyvw+Xz/ijl9Nxf9wcvlMjY3N3lNTA9nqVTiFypxqF0uFx/GxCAmYg1wqDEnSY7P5+MVFkWSE1P5YUpFdXX1I0V0Q0MD6/bIsEeaUnqxEAOXKEbRaJTX6cVikV84VGzv7u5yiJpAIGDjC6H2aMohFovZEEQdLYXLBAIBfiEC4FwG4HAbQzi+crnM7HUqtEnuQk0DrdTo/7++vp5RqLR2I4rB7OwsPvOZz/BNnUql8ODBA0xMTGB9fR2xWAxqtRrXrl1DVVUVSykikQh6e3tx9+5dXsVVVFQwkaSjo4O5yvX19TAYDEin04hEIlhbW0NFRQUsFgvkcjna29vh8XgQjUZ54tze3o7q6momJSWTSdaRnz59Gm+88QYGBwexsLAAm83GWvCqqioYDAYOq1OpVEwgyefz/N8bjUYm6RgMBmg0Gty+fZvTJBcXF2E2m7G2tsaeDCowNzY2MDQ0xMhUQnQeHBywVEogEKCzsxMbGxtsns/n82hvb0cqleKph8ViYYTq7u4ur+gf54soLnTR80gHGYXkURNFDHKS5pAvIxwOM/5Qp9Oxl4MmR2TC3dzcZG08Nb2kfQUOmfeku93a2oJWq0WhUEB7ezt//hqNBgcHB+jq6sLe3h6TxyiscGRkhLG9VHgKhUL4fL5HdPOUUkzPtlgsZp0rbdo2Nja4+CdDLqH6aBNJmxC3281FAxE/nn32WU6eJwDB+973Psjlcng8HoyMjPCkkxrnbDbL7x2Ss5DsjTZo2WwW4+PjbM6cmppCPB7H4OAgvF4vT+1CoRB+/ud/nukzRDq6e/cuCoUCRkZGGIlIG0jKOolGozxRpol9JBJBRUUFwyUAsMzi4Wa7ra0NnZ2dWFpaYhO2RqNhAhBN5ScmJhhjubq6yg1KOBzG888/D6VSyd4YyqJYW1vjQvTOnTuwWCwIBAI83QfARnPaVLW0tKC5uRk7OzvweDzY3t5GKBRi47fZbMb8/DysViuKxSJMJhMXJyQrIkoToTQf94s8WSSppOKwubkZ6+vrPFGlRp8aiIcJTRReFo/HGU1MWyl6Pq1WK2praxEIBLC9vQ2BQMDbAgAM56AMhdHRUZYvJhIJDA4OYnZ2lkmBqVQKWq2W3720LZ+bm0NfXx835fF3AtDIJ0SyM51Ox+cBFelELWpqamI5TCaTgd/v52I0mUyiWCwyJUipVLI0mu5DIvgQUKGyshL5fJ4n2O3t7aiqquIBCNUzlN2Uy+WQzWY5g4A2KWfPnmUp1/7+Pl555RVIpVJ84xvfwIkTJ/jsXV1dxdNPP81I166uLgSDQUilUt44UJjY8PAwkxQNBgM/54VCgcMiDw4OsLe3h6eeego3btyAVqvF9PQ0SqUSy5j6+/sxMzOD1tbWRwz74+PjGB0dxebmJv9uADA7O4vnnnuO/0bV1dVs3AYOa6BTp04hGAxiamoKAwMD6OnpwcTEBIcb3r17F0eOHGGfpkajwfLyMurr67GysoJQKIS2tjbeChLGl/KN6PkUCARwOBwMwbh+/TqefPJJtLa2YmZmBsePH8fi4iL0ej1u376NEydOcM35bq5/bRDeufL5PBdP5A2oqalhkycZm3Z3dyGVStHV1YVwOMyGPlqV0UonEomwdp50ZBMTE2yKpRUzBTMBh92wVqvFxsYGLBYL6/uqqqqgVqvhdrthtVp5wkPGHpVKBalUCp/Ph0uXLrEhjVBYe3t76O/v59X5zMwMm5wp/XFsbIx9EzRhbm5uRjKZRGdnJ7vhaRUdfycIhSYZGo2GNXD0wiQTE2knT548iZqaGqamVFdXY2VlBY2NjRycQkmMVVVVzP6VSqUYGhrCz/7szzJ958aNGzxpuXDhAk9pNjc3ORiJzHk+n481knK5HMvLy/D7/ZidnYVQKOTpMmEaabtDhQEdpDSRpKZNLBZjdXUVg4OD3LAcOXKE0x+V77CJDQYD//0aGxuxvb3NZkuaopBp8IUXXuCgpGg0ytKuSCSCUqmEaDSKWCzGP+uf/umf4t/8m3+D7e1t1kzu7u5ie3sbbW1t3AwSWYEMd2TooxXmwsICb4PonqXvd+7cOc6YUKvVHFJHJqjH+SJmPRUJVDSQn6Kurg6xWIyle1QECoVCxGIx9pLQVtFoNGJpaQl9fX288aHETzLyWa1WbG9v88Sf9L805RkaGnqk+aZ1NAWO0WZBKBSivr6eaTidnZ04duwY4vE41tbWeHumVqvZr0AbAmrm79y5A6lUyubMQqGAcrnM0qW2tjZOCDcajQAOC6nZ2VmWHpJfJZ/PY319nQusp556CqlUCn/5l3+Jz372s1C+gzyl0DDieVOeC3le6N6jwuUDH/gAy7P8fj++9rWvMaJyYWGBc0WAw4JLr9dDIBBAqVTiiSeeYHlAJBLB97//fbzyyiuMlCQjdXd3NxYXF2EwGHDv3j1IJBIkk0keDhAXn1CryWQSoVCIfSJvvPEG9Ho9PB4PU6pIJmIymfCd73wH58+fRywWY7kZNTdmsxnxeBz9/f1oaGhgdCVwWGysr6/DZrOxyd1isaCmpgaBQADvf//7cevWLSbkUXFHMkqlUsmyCEq5j8fjvA26evUqVCoV1tfXWcK5sbHBxmr6z5qbm7nQosnz436lUinMzs5yPkVfXx/C4fDfmhJLuRoUpkaXRqPhryfPW0dHBzo6OjAzM4PGxkaWCQNAa2srlpaWEAwG2eRqt9s5t4Km5vTepiTburo6VFVV8Xl2cHAAhUKB2tpaNkQfOXIE2WwWLpcLSqUShUKBm4fjx48jFAphZmYGer2elQHNzc2IRCIQCoXI5/Nwu90QCoXY3NxkvbvFYoHNZuNnj57Ruro6HD9+HHK5HNvb22zUJb9BJpNBNBrF6OgoeyAfBrfQpoTUE2RspwGjQqHAE088gc985jMADqmBb731Fr83u7u7odfrOccnk8kgEAggFouhr68P3/rWt/De974XRqMRcrmcw8HW19cZPxuJRNDW1sa129tvv429vT0epFJOEQCcPHkStbW1uHv3Lra2tvDZz34WW1tb+Pa3v42PfOQj2Nvbw+LiIicWf/jDH4bX60WpVEJDQwPcbjdmZmZQU1OD69ev44UXXmDpI6FnA4EA+38Ihz8xMcEUNFI9PPHEE5DJZJidnUUymWT5Gg2h6Fw2m808KCVIBQWh0flOPirgsOHd2trC4uIiK0Pq6+sZXatUKiEUCh+Bjfx91782CDicoNAqLZvNwm63IxqN8qSfpn+xWAxVVVWYm5tjigcVeqSzpWRRYujmcjlOSqSOP5VKIZfL8ZSITJQ1NTX8Qslms/D5fDAYDACAyclJ/hloelhRUcE3JCVwknSC1nlerxctLS3Y2dlh/SEhFDc3N2E2mzE6Ooq5uTkOhyM9us/nQ0tLC5LJJM6ePQvg0DBHxe7Q0BD29/e5kPZ4PHC73XjqqadwcHDATnwKbBMIBGhtbYVarWbO+9GjRxEMBtHc3IzKykoo38kXCAaDUKlUXDjQpIWMkDRdtNlsuHz5MgAwUo2mCaVSCVqtFh/96EeZcEDpmfv7+1hdXeUDIJ/Po1AoMM1nc3OT6QY1NTWYnp6G2WyGSqXiiQ5h1srlMuLvRMTb7XbG0qbTaUatXblyBWfOnIFYLIZMJoPdbmdsJVGKyuUym8hoUkDbFI/HA7PZjBs3bmBoaIiJKI2Njbz9qq2tRUNDA3PBZ2dnsbu7izNnzjBSLxQK8XpXqVQy5WZjY4OL576+Pk6rJr6+XC7HV77yFfyX//JfYDab+b5/3C/iepNZrbu7GxMTE7yazeVyqK+vRygUwsDAALa2trg4amxsZGoZXbR5IHqJzWbD1tYWyuUyJBIJVldXeVIuFosRDofR0dEBiUSCXC7HAYMk40qlUoxGJC8R+WuI/kUZAhSYFo/HmfNNwAH6fWhYQEWox+PhZ4reM3TAUtFks9mYvkTJrZRBQr8XbUd7enrYg0UGTJK/CAQC7O7uYm9vj+WJFNhG3pZUKoWdnR0EAgG0tbUxsIAY7OFwmH0+hF0ktDLJLYn+YbPZGFtYV1eHiooKXLt2DR/4wAf42VtaWmLppsFg4CYlEomgo6ODN4xUVJEsjUg2XV1dnDQNANeuXYPD4cDu7i7m5+ehUqmwurrKKfDAYYNFW4Xz588zzpZycAgoIBaLodVqWUPvcrlgtVphs9nYb0DvAgrOI1/XlStXoFKp2COiUCiwvLwMqVSKnZ0d9s2dOnUKGxsbzHrf29tDR0cHe5Hy+TzsdjvkcjnLo4i49Lhf6XSag6H6+vrgcrlQU1MDi8XC3grKeyCfz8PNARl84/E4/2cqlYo3czU1NYy1VigUsFqtj5iRyWNC+OpyuczknpGREcTjccZUEriDPCkURlZdXc3yYApppeeNcJ6EQKcBDiUUK99JD5fL5YhGowDAXjoKL+vp6UFlZSX/Ph6PhweWNPAJBoNcOAKH2zHCr7766qtMTSSFArH+k8kkbw5UKhUSiQQ2NzdRW1sLk8nEagBSRBBcwOl0oqOjA3Nzc0in06isrOSNPNHB9vf38TM/8zOMOie6Uzwe5yGFUqnkhHpquiwWC+bn5/He974XkUgEu7u7eOqpp7C5uQmfz4fXX38dbW1teM973sMeps7OTty9e5cxwiqVCpFIBN/61rdw4sQJHBwcIJvNwu124+LFi1hbW2NQhFKpZBoeKSVooNjS0oK5uTl4vV5sbGywj0Kn0yGdTrN8aHV1lXG51dXVqK+vRz6fRzgchk6nw/r6OvR6PcrlMr8TKioq0NDQgLm5OZw5c4bffQQcGBsbg9/vh8PhYF8YkRNJdvRurn9tEAA899xzSKfTiL+TqBiJRB6ZLBoMBj6MVSoVdnZ2uCOk4C4qrPP5PCQSCSPqCI9Hsg568fr9fkSjUdjtdpa7OJ1OnDp1imkdGo2G6RJtbW1MUqBpZVVVFWvlA4EAamtr2fgsl8tZDlIoFDA5OYnTp08jEAigtbWVjbeFQgF7e3sYHh5GuVzmQrihoQEbGxuMPZTL5Zz2SxIWKmxqampw/PhxGAwGNhuVy2WeWrndbnzyk5/kkLTt7W3OQujr6+P/3e12o1Qq4fr163j++echEAjYzDs1NYXOzk6USiUsLi7y5oQSJcViMcRiMcbHx1knfenSJVRUVGBgYAB37txhBBrRgEZGRqBUKnH37l02+hK61Ww2IxAIsI73/PnzTHqpr69nROiRI0egUCjQ3NyMlZUVRCIRNDc34969e2wkb21txZkzZ+Dz+XBwcMA6X5p+kQkul8sx7ow00s3NzaiursbNmzehUCg4RC0QCDAtYXZ2ll/E1PQplUqMjY0hHA5z8URSGir4vV4vM5xfeuklPpAWFxc5JZPMuUtLS/jKV76CiooKPmR+GnIQKN1yYGAAV69eZSkbFf3t7e2cW0ET/93dXTQ3N7NBHAA6Ozv5WQQOJYRLS0uQyWTIZrNsNFUoFEgmk8hkMtx80tS2vb2d1+BDQ0Pwer0IhUJ8CBEpqrq6mqWM09PT/G+GQiEmR21ubsLv96Orqwuzs7NwOBwsV7JarVhaWkK5XIbb7cbRo0d5LU/oPKJwAYebS6/Xy5NnSgtdWFiA2WzGwMAA9vf3kcvlUCgUUFVVhY2NDWSzWbz11lv43Oc+h9XVVbS0tMBkMrEp7+TJk5DL5airq8PU1BRcLhdu376NF198EQcHB3jttdfgdruhVCpx4sQJAMA3vvEN1tSS/2Z0dBS5XI5TYdfW1vDiiy9icnISH/zgB1mLL5VK0dbWxrjiwcFB1v+OjY1Bq9XC5/Ph5MmTWFhY4IKJimyz2YyWlhZ4vV7mi1Ph/OabbyKXy+Hs2bNIp9OYnp5mLfClS5cQDAYRj8dx+vRpFAoFnkpTQBpJ3SgU8tixY+jp6cHg4CDi8TiUSiXa29tht9sRDofZh/Cf/tN/wqc//Wncv3+fs0lCoRDe//73IxQKseTr4OAA3d3diEajLHuKRqMYHBzkrAgiZJGEikzvwWAQCwsL/D02NzcZx/w4X83NzYjFYnj++eeRSqVYN07NAQ0wqChqbGxkMl9TUxNcLhcHgMViMVRUVPD3oXwSAhnU1dU9Yl4mbDQBKWQyGXtu7HY7ZmdnoVarMTY2xk3b1NQUenp6oNVq0djYiLW1NS56yatHP8POzg4sFguTEunrL1y4wFs5oisSEUkqlcLhcKBcLmNlZQXd3d1crxBWfGtri03+NJAg4EFLSwsEAgHK5TLu3LmDXC6HL37xiwiFQrwJDYVC/K6hQtXr9WJ3dxc/+tGP8KEPfQjA4WaMJLdtbW04ODjA3bt38Yd/+If4uZ/7OZ6y7+zswGw288ZQLpfzEO7cuXMc2kpmcZPJhI2NDXzkIx8BAN4cUcAjya1IriWTyTA9PY22tjY0NzfjmWeewb1799hkrdfr8dprr6G5uZlRtJQjMzIyguHhYczMzDA++Nq1a0xCstvt2NnZQSqVwp07d+BwOODz+dDd3c00KVJlPPXUU8jn83jttddgMBiwvr6Ou3fvor+/HxcvXmSjOGXt0JCSfIEymQwqlQozMzM4evQoVlZWIBKJWB7V2dmJ559/noltvb29eOqppxiTnUqloFareUvW2dn5rp6xx/8t8P/gOn78OBuFVSoVNjY2sLm5yavDpaUlCIVC6PV6GI1GngzSwRKNRlkes7m5CaVSyfpIAGxG1Wg0POWnAqC6uhoulwtnz55l9Br5A/b393kysLW1xWtLWtdTwFpNTQ1vJQqFAhKJBJLJJOvbJycncenSJYyPj+O5557D5OQktFotenp6uGj0+Xzwer04evQodnZ2sLu7i9HRUTbZbW5uYmNjA1qtlrvu+fl5lMtlpFIplhX09PRAJBIxB3xvb4+nA2TkWV5expUrV/Cbv/mb0Gq1TEsivNiRI0egVquZcU2T2lQqhf/zf/4PZxLcunULn/rUp5igkM/nceLECfT19UEoFDKXnZIQ0+k0h8w8PC01Go08RSNJQbFYRF9fH2PWlEol1tbWeOpPkwPCOQKHBxZNAYLBIHw+H5qamlgHXllZiXv37uHIkSMoFouw2WyYnZ1FOp3m4C7aRPT39/NnCBwShEQiEYxGI68Zp6amIJFIUFlZyUFec3Nz2N3d5Th7+p6UUE3kBLvdjqamJpRKJSwvLzPtJplMssShurqaA2j6+/tRKBQgFApx+fJllms97ldlZSWMRiObh2nyRFPDyclJnuzSdEyr1WJzc5PxwnK5HJFIBJWVlVxUJxIJ/tpsNoulpSWEQiGeqpFUw2AwsKyQCn/SEE9MTGBoaIgDrUguQocB+RAWFhbQ0tKCYDCI/f19yOVy2Gw2+P1+yGQy9Pb2AjgklJRKJdy/f583GH19fVhbW+Nk8t3dXZTLZbS0tGBhYYH18FtbW2zWI9whfQ4nTpzgxoQoTYRMJVNeJpPB3t4e3nzzTV63i8ViZsCTaZfMzA0NDXjxxRehVqvZ7/D973+fjcz9/f2M7CXzJkmwBgYGoFAocPr0aSiVSszOzsLv9yMYDLJ8T6FQoKurC+vr6zhy5AhnetTU1MBms8Hr9fK9QNrhxsZG9pWRrphC4YLBIAYGBpBIJBCPx3lCT1KQVCqFlZUVKJVK3nLeunWLMc+xWAynTp1CoVDAE088gdraWg5xpOeZpoSlUgnXrl3D6dOnUVtbi7W1NdhsNpYFkCcrFApx2iwFZBL+ubGxEW1tbbh16xY+9KEPQSqV4saNG7BYLOjo6IDVasWDBw9w4sQJ3lY6nU5oNBr2ez3uV29vL//NvF4vZmZm2Muh0WjwyiuvADic1ldUVGBjY4OpRgAQj8fR1dX1SCDi3t4eS4FramowNzfHm6FgMAiFQsHDOQB81hOtq6urizf4JE2iIQ9tyclET7hZQiQDh34+vV7PIAqFQsHvmZ2dHfzZn/0Zk7oymQzfmw0NDXjrrbdgMBjQ0dHBiFa6N6VSKdbW1jAyMoKpqSnY7XYIBAJotVqWBlJtQfATgpV8//vfxxe+8AV8/etfZz+byWTC7u4uF+4qlQrnz5+HyWSCXC6H0WhkulksFsP169fhdDpx8eJFLC0toaOjg7MECOfZ19fH8mMAnL1CRnqxWIypqSk8+eSTWFtbYxIXPYP0tcp36E/0DqypqWFp1eDgII4dO8ZUsFQqhd7eXhQKBVZauFwu1NXVoaurC/v7+4wWJRocnYtLS0twOp3IZDJ46aWXcPnyZVy4cAHAj0M5qcarqqpCsVjE6OgoZmdnMTg4iO9+97u4ffs2zp07B+DH1DwKeRsbG2NflMvl4nMhm81CKpUiGAyip6cHzz77LN58802WDb700kssgaLPZ3FxkeEW0Wj0ka3433f9XzUIEokEHR0dHGdP0eQ+nw/Ly8t/KxHgcb7S6TR3zkKhEENDQ2hsbMSf/dmfcWz4xMQEx6i3tbVBr9ezTpVWtaST3draYqYxAJ64Uxefy+WQy+U4+RIA0z3IsU6aNAoeInlIW1sbcrkcPB4P8vk8tre34fV6ObGVgrxo4mA2m9HX18fkD6FQiM7OTg7soYbn1q1bvIIOh8OwWCyYnp7mrAG1Wo3W1laUy2X8+Z//ORwOBweiTE1NYXd3FzqdjklE8XgcmUwGHR0dvPa0WCyYmpqCWq3Gr/3arzGVY39/H3Nzc7DZbHC5XOjr68PS0hJPu7u7u1mC8OKLLyKbzWJ1dZX1vCdPnmQzKWEKKWCI5Dmbm5vMut7Y2GCClEAgwObmJoetpVIpnqhQmAtJJrq6uhjBSlKB9fV1aLVaDjDr7u5meQ4VGwcHB3C5XHwIrK6uoqmpiaVQVNgp3wnGIeMVHXzEhp+YmECpVILZbIZIJGIc7dbWFuP6VCoVZmdnsbW1hQsXLjB96Pbt27hw4QIH/RBK9f79++jv78fXv/51vPe970VXVxcA8OEwODjIEjJK1G1ra8Pq6upPRZgSra+bm5uRSCQ4AI1oNKQZJ/IXBf9RIzQ6OopoNMp/OzIzJhIJ7OzsQKFQYGlpCTqdjuk+q6ur3AQQbUuhUMDlcnEQWCqV4gaNgoDIJ3Lnzh2W3pFEhwyDlPlBya16vR6BQIATYKuqqvjdQzhjMmlTGrNarcZrr72G8+fPQ6fToaWlhSdKf/InfwKbzQafzwe1Ws2Uo6amJrS0tPAgIpfLYXFxEVVVVRAIBHj66ae56TIajZzGGw6H8Wu/9mv49Kc/jVKpBIfDwRIBMsRXVFRgZ2cHAwMDnOCcTqfh9/tx7tw5pNNp9Pb2orm5mcOpampqOFcFOJTnVFVVoaenB/v7+7BarRAIBFhYWIBer8fq6ioXM/Rcdnd3w+/3Q6FQ4Pd///fx3ve+lz0Ld+7cgUqlwsDAAEqlEorFIoaHhzkJe3l5GfF4HGNjY/B6vbxV/t73vocnn3wSzc3N0Ol0EIvFbDJMpVLY29tDfX09dnZ24Ha7mQb2ox/9CEePHkVjYyNqamrwxBNP8HlBMrJIJMLhXiSbc7vdmJycxCc+8QkcHBwgEAjgF37hF5DL5XD37l2cOnUKVVVViMfjnKLs9/uh1WrR3NwMl8uF5uZmnDlzBna7nbHXhAJ9nC+dTodisYh8Po94PA6TyYT29nb8wR/8AUZHR/l+ofCpsbExXL9+Hcp3cgVoeBMIBDjAEzjcFgYCAYZ4hMNhBAIB1NXVcaNLTQPVPVqtFsFgEE8++SQAoLu7m+Em1dXV7OErl8v41re+xV/f2toKiUQCp9MJo9EIjUaDVCrFhnUCkFDhbLPZGDW6uLiIra0tzmSh+6qqqoppZDSoKBaLmJiYwPDwMGw2Gw+s0uk004LIXJzP53Hp0iW43W5oNBp86Utfwt7eHkZGRtDR0cGeg93dXVy5cgVjY2PY3d2FxWLB+Pg4y18J57m1tYXm5mY0NDQgmUzC7XajtrYWzzzzDNLpNBoaGvi8BMChsF6vF7FYDCsrK+zNqqurQ11dHdrb2+H1eiESibCwsACBQID5+Xlsbm7C4/Hg6aefhtvtRnd3N9rb2xEOh3HixAnOPqGaSSAQQCwWw2azoVAowOfzYWBggP1TJPPe39+H1+uF3W7nbBeLxYLOzk6+Fz7zmc/w5/LgwQPIZDKIxWJ+/9KGqKmpCR6PhxuHpaUlNriTFOj48ePweDwIhUIYGRlhvC4ZkmmQR3kux48fx7e+9S2WjJK/KJVKMR7W6XRiZmYGJpOJKUc/6foHNQhmsxkf//jHcfToUUbfPXxR8Xvt2jV885vffETb9zhfc3NzrEulG1Eul+NDH/oQJicnYTKZ0N/fj/39ffT39zNHXi6Xczw64ctoJR0KhaDT6Tg2vK6ujldTxAAHwHQZeokRSSASiWBhYQEqlYpvNOBQhrK7uwuj0cjpzAqFgqkEfr8fQ0ND/LPR6ntmZgbnzp1DIpGARCJBOp3mJNdkMsnhP6StX11dZcwgGaVLpRIKhQJ6e3t5itXe3s4SlmAwiImJCZw7d4618WKxGOfOnePQIbPZzNOuWCyGhYUFFItFPrSFQiGWl5fR2NjI0is6PIm77PF4EAgEYDAY0NPTw2YcYtlvbGygoaGB16f0OVVVVTGNaXZ2Fvv7+6znJ3wpma2IRe52u1FZWYm1tTVeAxOliTTRJFshGpTf7+fkWpvNBqfTyQhB4FCjTGvIUCiEzs5O7OzsMImKkIkUihYKhXh7QBshWgeTqZYoC8TeJhNsS0sLAODEiRN8oMbjcdZD7uzsoLu7GyaTiQ25c3NzTMiiBMdkMolkMsneGNJfP+4XHU6ZTAabm5tsJiSzm16v502VwWBgJF88Hkdvby9kMhnr86kYJhxedXU1QqEQurq6uIGwWCzwer1Qq9XIZrPs8SB4gUajwdbWFhvLiNtNmtBgMMgkJZfLhWg0yuZLl8uF0dFR9vBsb2/D5XIhHo+ju7sb6XSaV+Q7OzvQarVMWpHJZDwdrqysxPHjx+H1eplkJBaL2fRI2Qh2u50N7YRX7Orq4uedJBvxeBy7u7solUqcPH327Flsb2/zhIyaAI/HA4fDwUmpv/7rv47Pf/7zLMmkwES1Wo1PfvKTaGpqgkQiwa/92q/hy1/+MhdqKysrqKysxPe+9z0OqqJtGFGYNBoNTp8+zc0MpWhTU/6DH/wAOzs7OHPmDF566SX2KCUSCdjtdiwtLWFtbQ1KpRJSqRSJRAIej4dX9BKJBLOzsxCJRPD7/dwM+Hw+GI1GJJNJWK1WlnHOzMywlIJkLIlEAnK5nH/m9fV1NDQ0QC6XI/5OFg2Z3AmcMTIywkQjuVyO559/HpWVlSwloGHRhz/8YUYZA8Dv/M7v4Omnn+YCI5vNoqWlhc20tPUhqMTjfpGBVK1W871aKBTw2c9+Fq+88go2NzfxzDPPQKPR4OTJk4yLPjg44Hfzw3JiGp6RfJj+DZJmEb2QsnPISwKAvYNOpxMSiYRpV263m8MsXS4XP48UgEnS456eHk43LxaLeOutt9jTlsvluLYgLxVx+gUCAQ/30uk06urqoNPpkEwmOXenVCpBLBbj6NGj2NjYwMbGBi5evIhoNIrXX38dL774Im7duoXTp08z8vvhELBwOMwkRMpDoDPq7bffxrlz5xAIBBAOhzkI0efz4a/+6q/gcDigUqm44f/Rj36Ej370oxwQBwDz8/MM1yCZ9P7+PpxOJ4fMkWSO8h/0ev0jFCnC/VosFjgcDqTTaQiFQvzFX/wFI5Np6CiRSPjvRyAECg8zGo147bXXWHZeVVWFra0tVFRUwGQywe/3M/SEhsJEJgyHw+xJJOR5NBpFQ0MDDxaI3kh/Q+DQwF5bW8tgGiJBhcNhDA0N8baHaHMtLS3cpFC458TEBE6ePInZ2Vl4PB6cPXv2Ebk3ZXFREzYwMPCunrF3nYNw7tw5fOELX8DExAQmJiawubmJeDzO62EyV1itVhw/fhwmkwlf+cpXsLy8/K5+kH+Ji5jFv/d7vwer1cqoQL/fj7a2tkfMIJQ8TBhAr9fLWnGRSISrV6+ip6eH19iEMKODw2QyMUYuEolw+urGxgYHnFBDRRNF6mwrKyshk8kgEAg4Op6SnrPZLLPEydBIhKNSqYSpqSmYzWbs7+/zlMtutzMlqLq6mm/mN954A8ChWZKKIUK00qr/9ddfh1arhVqtRnt7O9LpNLa2tvD0008zOaehoYHXuiRLWVpaQiqV4hWv8h1EJm0rKFW1XC5jbm6OEWb0Gff19aGyshJzc3M4cuQIKioqeOJOWuCNjQ02lysUCszPz8NutyORSOBb3/oWjEYjyuUyisUiT14aGxshEAgwOzvLK31qGOiBJ255d3c3nE4nF4lSqRQnT55EOp3mwCoytHk8Ht4k0d86nU4jn89z4FIymcT4+DiGhoZQKBQwOzsLjUbDXgDaTlitVg5CImPbq6++yqFTp0+fZooLFSWJRILxmERDSCQS6O7uhlKpxOrqKn/fUqmEjY0NOBwOzk8guZ1UKkW5XEYmk0EkEuEJzebmJt7//vfjf/7P//nYs9ILhQKzv4m8QVrw0dFRnj5REUBp4ZWVlSgUCnzYUlJyKBTC0NAQy+tMJhNLAkhmRDQZgUDAxmAALBkCALvdDqFQiLq6OgDAvXv3AICngVVVVaitrWVAQV9fH3Q6HdOKNjc3+aDLZDKYmZnB+fPnUSwWoXwnFJDead/5znfgcDg4JCiTySCbzTL1K5/Pw+/3s85eLBazB0ssFmN5eRknT55Ec3MzAoEAS7JI4kPox9dff50b1rm5OXz4wx9GsVhkxDK9S+hgS6VSLJmgrUogEEB3dzdyuRyUSiVaWlqwvLzMRrxz587h6tWraG9vx97eHtNF6J3idrt5jU9Td6lUCqVSCZlMhtdffx3lcpmHDuQLosRRStMmv1QoFIJMJuNJLm0os9ksvF4vP9/JZBLpdJolIYFAAKVSib0oNDUmzjql3FOAEWGT3377bXR1dSGfz6OhoYE9VTRFTiaTaG9v50Rcm80GsVgMo9GIfD6PjY0NdHR0IJlMYmtrC5WVlWhsbGRaGb1fdnd32exKf4u1tTXcvn0bTz31FC5fvvxYP9u/8Ru/gXg8znr4yclJOBwO7O3tsXcFAHveRCIRpqen2YxNhk6TyYTLly/zuWu1WqFQKBj0QenVVNBpNBokEgnk83nGJgPgxnZqagq9vb0cmEj4YxoKnjhxAi6XC4FAgGWIGo0G9fX1vJkmORnpy2mzQHQskiMXCgXMzMwgEAhAKBSiv7+fYQFETNrf38fU1BQKhQKeeeYZlsTSfU8yGqvVimg0ioqKCpbSrq+vI5lMorW1lQeppVIJ8/PzePLJJ7G/vw+VSoVMJoMHDx7g2LFjXJeUy2WYzWYcHBxgeXkZPT09UCgU7DHQ6/XQ6XRwuVxIJBJwu91obm6Gx+Nh6eGtW7fwne98h7cMFBpK6guPx8PbVADweDyYnZ1FV1cXqqqqOAz0ypUreOKJJxCLxfDqq6/iIx/5CG9YKdFZKBRifHz8kVyBD3zgA6iqqkI0GuWBZygUwvXr1x/xIq6srODo0aMQCAR48ODBIyqajo4OrK+vw+FwsNdneHgYEokEMzMzsFqtyOVy6OzsxPb2NmpqavhvoNfrUV9fD41Gw0NfkhilUiksLCygq6sLpVIJDx48wN7eHns4pVIpExf9fj/29vb4bKJt5z9JDkJXVxd+5md+Bp/73Ofg8Xj+zq/zeDyYmJjAd77zHQwNDeFXfuVX8O///b9nHf3jepGOGzhMJiZHOU38ydhFHW8gEMDe3h536uPj40wvKpVK3Mkmk0kmj7hcLr4JnE4nG6OomKfPSK1WsxmHPAYAWC5D08xCoYAjR44wq9npdGJgYAAVFRWsmyfTTTAYhMFg4H9fKpUiEAigUCjg4OAABwcH2NjY4OmJQqGA2+1Ge3s7o0OJGPCFL3yBQ5fsdju6urpQLpchEAhgNBpx9epVRsBKpVIoFAreNE1NTXFyajabRSKRwPr6OtRqNSwWCxYWFtDY2IhUKoXt7W1kMhl4PB709fVhYWEBSqUSDocDa2traGlp4c8nFotxsbawsIDW1lZks1ksLi4im82ip6cHH/zgB5HJZPDmm2/yYUp0CZ/Ph4aGBkilUtYV63Q6zM/Po729HcChT0UsFkOj0UClUrEXgMzpPp+Pi3Dgx8xts9mMcDiM1dVVWCwWLhQTiQS/RMiMTM0MTRoB8JSwVCoxgQQ4LBYJpUYTL6vVikAgwFsvrVaL+vp6ZLNZOBwO1kUKBAKWGjU0NPC0K5vNQiQSob6+nqfTjY2NnO5N2QzRaJR/psf9kslkmJqagtVqRUNDA0vGMpkMr7JjsRjTK2gr5PV6EQwGuUilxrK5uRmtra0s+aEDkGhj5PsIh8PM+38YkUhbQYVCAeU7+QoSiYSxuJWVlUzqAQ5lQRRqRhAEmtqvr69zQiYAvPTSSxySRkFslZWVcDqdLFkgQgbhCVUqFScxk6zF6XTCbrdzsBL9rru7uygWi9jd3UVjYyNPYimYR6FQwGazsefl1KlTyGQySCaTePvtt9nYd/v2baa2qdVq3Lp1i+k9Gxsb/G4l/fL29jYKhQL+6I/+CE8//TQymQzu37+PqakpfOpTn4LVaoVWq8XMzAwSiQR0Oh0uXLjApJhAIICOjg6k02mUSiUMDw9jYWGB6S49PT1sNm9sbIRKpWLIArHcKXE5nU5jaWmJE28tFgsXCBSMRZk5Ho8HlZWVnCESCoWws7MDv9/PHjeiv9Bnc3BwgMHBQX53arVabG1t8daLIAT/43/8D3z2s59FIBDA008/zU0m5Za4XC6k02merpJpkwh0t2/f5iYUAMtUampqmGD1uF8CgQAGg4GbJmoGqRmlQDOCB5A8eHp6GiKRCNevX8fo6Ciy2SxOnz6NYrEIi8WCeDyO5uZm2Gw2fu9WVVWhq6uLaThyuRxmsxl+v5/DCClk88KFC+xTJB8ebRgIMFEul3Hq1CmWGu/u7iKRSKC+vh4+nw/JZJJx6ASgoGRhClAjzyEF+9HWvFAoQK/X4y//8i/xzDPPwGQy4fjx44hEIviDP/gDXLx4Ec8//zw3SpFIhJ9PousQDbG6uhpvv/024vE4YrEYo1PJWFxbW4vx8XG88cYbGB0d5aL7T/7kT/DJT34Sq6urcLlceOqppxiOQedVOBxGLpfjf7+trQ2JRAI/+MEPMDw8jJ6eHhw9ehR2u50BGRUVFdja2sKxY8ewurrKWn2lUslY+tnZWezs7ODkyZOw2WzIZrMcWJbL5fDUU09henoaCwsLsNvtTI8kiTJtUdva2nD79m32XVZUVODWrVu4cOECxsbGMDk5ycGVo6Oj2NjYYDDMyMgIZDIZD01GR0exv7+P9vZ2GI1GbG9vQ6/X4/Tp0wxjmZ+fx+7uLsxmM7q6uiCRSGAymdDU1AQAjEhNJpOoqqpCOBxmb6dGo4FUKsXS0hKGhoa4YdRoNHxOff/730coFMKZM2d4GPyTrnfVIKhUKnzpS196JBn4J10TExP47d/+bRgMhse+QSASkMFgYBPLw0l3xWIRBoOBzas0SVpYWMD29jb6+vp4VZ9MJjE1NYUzZ86wp0AsFsNqtSKVSiEajUKr1aJcLjMZQSQSoauriw9H6giLxSKHNeXzeXg8HkgkEmQyGZhMJjbMxeNxGI1GnjrH43HU1NSw6XhychJmsxmNjY3sWyBspkAg4BtMJpMhl8tha2uLQ4Ty+TwTiLa3t1lvPzU1xZ0tYV6XlpZw+vRpvPnmm1heXoZarcbExAQ++tGPolQqoaOjA6+99ho6OjqYlkJYsubmZm6UDAYD66zPnTuH6elp9lMEg0HcunULv/RLvwS32w2n08nosGg0ytHy4XAYzzzzDG7evMnTP6fTybg0Smetr69nvwcAvlerqqo48ZDQo5RKKpVKMT4+DoPBgM3NTebH02airq4OMpkMw8PD2N7eRiQSYVQrUXLm5ubQ0NAAu90OACxvc7lcaG1t5QaM5GeRSIQ15LW1tejp6UEgEEBnZydUKhWj43K5HGNNaQpDa1o66IDDqQZ5MkKhEJaWljiDgwocIlCRv4QMTmfOnEEul8P29vb/60f1H3wFAgGcPHmSN1O0pcvlcmhpaWGdt9FoZP+Oz+djPXgikeBQNCKLuN1uNhGXy2XEYjE25VFAENGgyPBKmNGhoSFUVVXB6XRCoVAgEonw5Jcm3NQ4EsGDvAU01SPj4fDwMO7fvw+z2cyDgVgshtnZWYyOjmJnZweLi4tob2/H+Pg44wJpfd/T0wOHw4FoNMoJ7uVymVf+NBiRyWR45ZVX8Fu/9Vv4oz/6I4jFYmxubiISibBUraurCzMzM6isrIRGo0EgEOCARWpSALCOOhKJ4PTp07hz5w6uXbuG97///ZicnEQ6ncZnPvMZDgvy+XxwOByYn5/HM888g4qKCjidTnzoQx9iZOXBwQEXGktLS1xIqNVqSKVS5ogDYMww0ZZoeuZyuViClUgksL29zVtyoVDImSokrSW8pslk4oZPLpdjbm4Ovb29uHnzJoBDcAH97lQALiwsYGRkBCKRCBKJBHNzc1AoFJzx0NjYCK/Xi46ODp6Wkz+M3mVPP/00wuEwN4u1tbWspzYajbwRU6lUHFDl8XgYD53NZmGxWBCNRlFZWYn5+Xk0NjaiqqoKCoWCddWP+xUKhRCJRKDX6/H+978fiUQCdXV1OHr0KIdtEsacDJv7+/v42te+BrPZjM7OTgiFQh5qms1mVFdXM1I7Go2iqqoKZrMZoVCIA0zpfBwdHcXy8jIikQgGBgZQLpfx5ptvcrFss9kwPj6OmpoavOc970E0GoXX6+XNO2HAH2bZd3R08AZhZWUFDocDbrcber0e4XAYNpsNa2trODg44M0JXZcuXUIqlYJcLsf/x917R8d9Xmf+z2CA6RWDqZgZDHrvIAGSEIsoUqJES6aj4irbibOO7aydbLJxkrObrI+TE/tsspttx8c5ycq7cYkt27JFyRSLxCKQAEk0ondMAWYG04EpmI7fH/C9Jh25KetY/r3n5CQRKQgYfL/v+957n+fz/PVf/zVKS0sxOTkJiUQCrVaLD3/4w2hra0NlZSUjtC9evIh3vetdmJychNvtxvDwMILBIMuQOjs7EQgEoNPp4PV6+Ry9/33o7OyE0+nk6eZnPvMZ+Hw+fPnLXwawP3VZX1/HE088gXg8zhMZtVqNzc1NdHZ2QqlUIpPJ4Ld/+7c5v4WQrU899RTu3bvHhDIqAG02G2dBAIDFYsFv/dZvcbJ4NpvF7u4uE6eWlpYYckKG68nJSQD7IZnt7e0YGhpiChkpGTY3N1FZWYnOzk7Mzc2ht7cXdrsd4XAY+XwekUiEG3RNTU0MEPj+97+PkydPIhgMor29HSKRCK+++ire8573QKfT8WSD/H16vZ7vfCRxVKvV/Nlsb2/j8uXLePzxx5FOpznnYX5+Ht/5znfwwQ9+EC+88ALe97734ebNm3A6nchkMjhw4ABaW1tZhk33jp+1fm6J0f8fF22+V65cYXQmmWypk0cyDgr+IXnCzs4Opqen8dWvfhX9/f2orKzkcfvk5CQaGxuRTCZ5dEgJf36/n3XyiUQCOzs73BEgKQeZgHQ6HQQCAVZXV1FbW4tYLIZAIIBoNIpcLodjx44hmUxidHQUAwMDyOVy7PSnPACfz8f/7crKSqyurqK0tJTTX5eXl1FbWwu3240Pf/jDEAqFWFhYwMsvv4w/+IM/QFNTE2w2G3K5HObn5/kAraqqgk6ng0KhQCgUQiwWY355JpPBnTt3+IJFWkuio5C0iQ5ukhndvHmTJzdarRanT5+GRCLhz7Svrw8AGGFH6YUmkwkikYgv/9SRO378OG7fvs2Gsc3NTaytrSEej6NQKGB1dZWDcbxeLxoaGrCzs8MdItKZZ7NZWK1W7O7uMvbu4sWLAIBjx47x1yK5CMlN6uvrEQwGEQgE0NnZibKyMibixGIx7O7uIhAIoKqqCvX19TCbzTzxIRMZGZRLS0vx/e9/Hx/84AcBgI1qNTU1HORFkiLKRyDfC/G/CRdH48uJiQm+fE5OTnKoE3W9/H4/I/g0Gg13JEl+RoF172QZwgc+8AFsbm5ia2uL/Rh0ud7Z2WFEZltbG/x+PxOd6ODyeDwQiURoaWnB1tYW50eMjo7i7NmzTKcgvW9ZWRmuXr2KEydOQCgUIp/Po1gs8uWefu9isRhlZWVwuVwsi7h/+kTf38LCAg4ePMhs+unp6QcOQ5lMhpWVFTQ1NfFF9OzZsyxfWV9fRzKZRF9fH0+9UqkU08/oGSckcSgUgsFgQFdXFwCwOZ2Msj6fD1/72tdYhkh+plwuh2AwyImnw8PDqKmpQTwe5/RTormsrKygvb2dGwE3btzA0aNHEY1GufFx6tQpyGQynrCSbGR3dxd+vx/Hjh3D6uoqT3AIGbu2tsYHKSW8ErmM9kcKulOpVCxHpIkS6Y0vXrzIXq7V1VXGHObzeQZJAMD8/DwOHTrEHf9oNMq0MjJqd3d3o6KigptH5I8gDbVYLMb3vvc9/NZv/RbS6TTrzDs7O1n3TQANeudJ9rq5ucn+IPKqra+vY3x8nKcjVBj09vbydHdxcZG75Q0NDRgeHkZtbS0XB16vF2NjY+/od/sLX/gCvF4v5ubmcPToUVRVVUEoFDKljGhzBoMBAoGATeKUluvz+SAQCNDd3c2SzfLycpZkUjNsa2uLYSJ//ud/jrq6OkbKJpNJ7O3tQa/Xw+v18oScsOIk0aOiLB6Pw2azIZ1O49q1a3jkkUfY00bSZeBH0qLZ2VkGlVA6bqFQwGOPPcZ47pMnT0KtVmNjY4PN0A899BDa2togEAgwPz+P9fV1qNVqlJeX89ng8/mQSqVYi0/ylNbW1gcyHKLRKCsjKP8F2Pd31dTU4MaNG2hpaWFQA3X0vV4vy4WoAWsymdDU1MSZRyRv9vv9LKVuaGjgqS9NYij8S61Ww+/3IxQKoaOjA6urq6isrMTQ0BCMRiMsFgtnTTU1NUGtViMSiWBpaYnT0H0+Hx599FFoNBq43W4kk0mWIbrdbiwsLMBqtUImkzE6vL29nRt1lDei1WpRLBZx6NAhbsDdT6MiOfDGxgYHa5IHkpKpKeMiHo/DbrdDq9Wy5IiaVVQU0cT29u3baGtrQ1lZGXtcOjs7maJGQXsymQxGoxF3795lVK3NZuOG98svv/z/RmL0i67/9t/+Gz7zmc/8Mr70L2XlcjmeDszOzsJoNKKyspILgXw+j4qKCpYQ0WW+pqYGH/nIRxD7YTw9BY8cPnyYN6tbt25BLpfz2M5msyGbzUKtVsPr9eLOnTuMDlxbW0NXVxdu3boFAKzNraqqQjQaRVlZGQKBAE6dOsXoUIfDwSN90rgeOXIEy8vLkEgkTAYhtm4oFOILSVVVFZuTn3nmGeh0Or4Mvvvd7+bLZElJCfb29lBdXQ1gX/ZSVlbGh6VIJMLMzAwqKyvx5S9/Ge9///vhcDg4IZSkWpFIhJFj1K0VCATY2tpCJpNBW1sbB8FR0uny8jJ2d3fR0tLCJmFy5i8vL6O/v5//Pl18SHOaz+fR3NyMV199lUNuTCYT02xIBkRG71AoxHpdokSRhpSM5ltbW1AoFOjo6OB/n4ovutAQyUun07GR02w2QyAQoLy8nMkapF0lY5JEIoFer+eDm7SG1BUbGBjgLmEqlYJSqYRIJEImk+EOss1m49AYkhMRV5umECqVCru7u2hoaMDm5iaSySSsVisuXryIhx56CHq9HpFIBLEfxsgnEgnWS3Z3d/Mk8dcBhUh4YY1Gg62tLZbXUKq0WCzGrVu3IBQKUSgU0NraytNAj8eDYDCIyspKTi2WyWSoqalBf38/e2RSqRQuXbqE3/iN30AoFMIjjzyCqqoqnsAtLy8jHA6zYV2n0/H7XF5ezofb1tYWjh8/DqPRCIFAgPb2duRyORgMBthsNqyvr/NzRF0qIl5QkUOyqdraWuRyOTzzzDNQKBTY3NxEOp1GWVkZqqqqkMvlcP78eej1ejQ1NaGqqoqJSOSXoQAu8t387d/+LT72sY+hsrISy8vL7GVaXV2FXC7H6Ogo2traOBSpvr4eer0eQ0NDOHPmDC5cuACTycSwgIWFBQ4KDAaDSCQSHGY2NzeHgwcPQiQSQSgUcjc4EokgEAgwzevll1/mtHa5XM5SROq0u91uBAIBtLa2orKyEoVCAfX19bhw4QJOnDjBBy8FZZLRsq2tDUNDQwCA06dPQyqVwmg04u/+7u9YilldXQ2xWMw+AUKXUoOJgomIAkZyrp2dHWxubnLWgsViwcGDB/nyRQ2EdDrNzxdNH1QqFRdK1PiJRCKcu0L4XYfDgUAggMXFRWQyGU59LRaLSKVS6O7u5mwUQsNSWBcR497pi0AKFPxFl9FsNsv69KqqKgBgLxxNgwg/mc/nIRaLcejQIXz729/G8ePHufkB7FPQKABLIBDgD/7gDxjQIZPJcPPmTdaOp1IprK2t4fjx43jqqad4/81ms4hGo1haWmIJVGlpKSorK6HT6WCxWPhdIEM0sM/4B4BDhw7h1q1bmJ6ehlwuR2trKyoqKvDRj36UAwiLxSIymQze//7383m6t7eHXC4Hm83GHksKdqPG2p07dyCTyTA8PAyHw4GqqipMTk6is7OTz2ibzcZ+PLfbDYPBgO7ubpZLkaLCYrGwlCoSiXD6r0AgYCT8Cy+8gOeffx4HDhxgig91wOPxONMO6+rq8MILL8Bms6G6uhoKhYK9PIQfjsViMJlMjGdeXFzE1atXUVVVxXREOq8p/K63t5chHNFolNPOdTodvva1r6G7uxstLS0oLy9HNBrlBuDe3h4WFhbYc+rxeNDY2Mh3AAK+aLVaxt7fvXsXp0+fxoULF9DR0QEAEAqFjLEnxYFQKORGDaHWaSpK8vREIoGhoSEcPnwYCoWCfxfUrL137x6TmBwOB7RaLWZnZ7lxRSZ+Og/vn1j9tPW2Jwjt7e3o6elBeXk5J/DROnToEJ5++um382X/VRd1Ij73uc9BoVDA4XBw0i8FkFCAUSAQwPXr16FWq3Hs2DGUlZVhdXWVdcEUQkKXV+J9E3rrwIED/HfEYjEqKysxMzODmpoaPoxJRymTybC6ugqBQMCBZKSXz+fzbIY8fPgwdnd3cfPmTTz33HPsfifNfzQaRSgU4smE3+/HyZMn2ZBE4WAUuEbpxgaDgf97fr+f/w4ROJaXl/nSRBvvl7/8ZXR3d/PBJpfLGR9KRIhsNss0hr29PbhcLhiNRjZnAvsbMmUqEFWEDHXEUSZcHHV7CZFGLGQaqS8sLODAgQNIJBJMdiHSiVwux8WLF/HII4/g5s2baGxsRDQahV6vh1gs5g4oFTElJSUPVNp1dXWwWq0cUnTz5k08/fTTyOVyeOONN1BdXY3y8nLuOuh0OgQCAc5ziEQiWFtb481XLBajpaUFLS0tKCsrw8TEBPx+P9MG7ty5wxOhQqHAGMz29nbu+FNEO3W2tre3IZPJ8OUvfxnPPvssYj9M4CXZCIXuNTc382ZDP49UKkUoFOL/ptFoRDQahUqlwurqKgqFAvr6+jhp853aZTx79iwX9el0GgaDgTvebrcbp0+fRqFQeABzSuQKki44HA74fD585StfQVNTE86cOQMA+MEPfgCtVgupVAqPxwOVSoW6ujokk0lEo1E8/PDDKBQKXHQTOo/8Azdu3IDJZGKdfn9/P8rLy3H37l0mFwFgyABNk5LJJAKBAEsLzGYz9vb2sLu7y9Oympoa/rnsdjtfdIRCIcRiMafFE/ObLieUyeD1etHT0wOhUIivfvWrrN1eXV1FZ2cnhoaG4PF4eN/U6/VYWFhg2UoikUBjYyNGRkbYeEmprqlUihPgu7u7EYlEcO/ePZw5cwY1NTU8xWxpaUFDQwNjLKkIJ9lEc3MzNjY2oFQquQAKh8OIRCJwOp2MOe3r6+OuWTKZxI0bN7hQSqVS8Hq9jCCkvZu8UAKBAGtrazhx4gRPDvV6Perq6rC3t8eYb5o86HQ6bG9vY3p6mjGnhDKtqalBaWkp5ufnMTMzgwMHDvDklahpWq0W7e3t+NM//VP82Z/9GXK5HK5evYqjR48yqYzOhMrKSszOzmJsbAwnT57k97C+vh5+v5+D3ubn5+F0OnHu3Dlu+Fy9ehUPP/wwEokECoUCZ5vQsyYWizE0NPSOfrc//elPM5HNZrOxPIiKyrKyMoTDYQ7gpGwDmt4TlY9oYTKZDC0tLRwURtKZdDqNXC7HxKRIJMK+HwoiLRaLTHu7d+8eF3YEFSAu/cTEBOM/w+Ewd+7Ju1RfX4+trS3OpTCbzUwpozyVAwcOANiX66nVavYhkUQsm81iY2MDKpWKm0kikQjnz5/HQw89xCCVdDqN559/Hu9617vwjW98Ax/96Ed5b1lcXERlZSVaW1sZtzwzM4Pm5maGZdBdQ6vVIpfLsbfAaDQywIaK852dHeh0OhSLRZZk1tTU8FTHaDQyZnZra4vzZUjyXF5ejlu3bnFjlaYVFFjZ19eHkpIS3LhxA7W1tZicnITZbOZsAZqukWa/u7ubvY4HDhzA+vo6T21IFkqFHCFJSY5Nkm2/38+p5ydOnOAzZXp6GqdOneLJB8lXyXT89a9/HR/+8IcZ1Ww0GlkqR9ShZDKJ8fFxlmtms1nU1NSwX4WgKhMTEygpKYHNZkM4HMbu7i4n18diMS5CyHd39OhRVFZW4tKlSwiFQr+cCcL73vc+fOQjH+GR2d7egzXGrwMf/f6lVCr5Mr63t8fGXQAcLiEQCDiNkQ77fD7P/G2xWMyyj0gkwhQhMqPQmP38+fN45plncPv2babwEMmAaClmsxn19fXY2NiAQCCATCbD2toa8vk8U29cLhcbAg8fPswJhBT+JZFIUFVVxR4HCkAxGAzY3t5GOp3m35vP50NpaSmHwNAhlEgkeDOgjYimJ9TZpLAlAEwpCQQCAPbH7w6HA+vr6+jt7cX6+jrEYjFHjbtcLsTjcXR0dLAkgrpZZLAkozUZyLxeL5u2KBBue3sbLpcLExMTePe7380FVGVlJSYnJ+F0OpmQ9Nprr3HHb2BggBNYSSJAFAcyNwkEAlRXV3PFTRdm6mqazWYugDY2Nvh5IeQhAD48stksP2f089PkRyQSYW1tDQqFAhqNBq+++ioOHTrE3Pfy8nLYbDao1Wpm1Q8PD6OnpwcGg4F/96lUCk6nE6lUCt/85jdx/PhxPPPMM7yhJ5NJ7hCSae9+EypN0sbGxhjTGwqFYDKZEIvFOLOB8Lnv9EWJuZRuvrGxgWKxCL1ezzIaemfo8MpkMqw/7+jo4PfvzJkz2NraYkLIiRMnkEgk8NJLL+HEiRNQKBSoq6vD8PAwOjs72WxIOmePx8OFo0ajQU9PD3cei8UiFhcXYbFYcOzYMQSDQdbG0mi/ubmZ04vr6+tx5swZNucLhUKeNtXV1THBIpFIYGJighM57XY7ysvLOV3dbDYz6ri0tJSTiN/1rnfxlE0qlXLqa7FYhNfr5eTWRCIBlUqFq1evorOzk3HFqVQKV69ehdVqhU6nY7QoBU+Szv7q1avQarU4ceIEa/+pi7a6usp78+zsLJLJJOtulUolZmZmeKrl9/uRyWQgFAo514YCl8hPRtKRlpYWxsb29PRwSJbZbGaPGWnNgf1OLsk5aIp0fyFOl7nu7m4IhUIEAgEOwKKJHzUn9Ho9AoEAFzculwvZbBYHDhxgqZ/BYMC//bf/lglthw4dYknCV7/6Veafx+NxdHV1ob29HXfu3HlAvrKzs8P/jsViQXt7OyYmJhAMBtHZ2Ynu7m780z/9E+rq6lBfX4+Ojg7uUgL72ut3+pqZmeFUZJqSkURSKBQilUoxHtrn83GBXFNTg+vXr0Ov1zM1zul0cqBfWVkZVlZWWAJHWG6bzcbNJYJZ0MQlFouxEZ7Ojnv37mFnZ4d/72KxmOWCwH4zjIoPjUaDoaEhPuMIjVksFvHYY489cMEltQJN5YlaRn7H3d1dOJ1OHDp0iC+AmUyGJ9C1tbVYXl7Gzs4O3ve+93FGAGVETE5Ooq2tDY2NjRCJRPzOksKAsoRaWloQDoe5q08+A8KR0ntCPimiAQL7fhyifM3OzvIUnKb5sViMPXOBQICDvkiis7W1hWAwiNXVVVRVVUGlUmFvb48zD9ra2lBbW4vV1VVuEqyvr6OjowPV1dUQCAQ8yaPpglqtZtQvXa61Wi30ej1LLYF9mEdjYyN7RRKJBJxOJ8rLy3H9+nUcOnSIZdck66Hck729PXzgAx/gvJNcLsd0ojfffJPlq7FYDE888QR7wog0F4lEsL29DbvdDp1Oh7q6Ovj9fkxPT8Nut6O2thaXLl3ikDeSM1ZXVyOdTmNlZQXpdJoD3X7WelsThH/8x3/E//gf/wN37tx5yz//0pe+hE984hO/6Jf9V1/UiXjuuefQ1NQEjUbDY/WWlhbeAHK5HGvKqHtDcpJ4PM4jK7/fj8nJScTjcRw5cgRut5sruqWlJRw8eJB14IRAi8Vi+M53voPDhw9jc3OT473v77ZT55505AaDAVqtFgKBgE15DQ0NXNgQmjGXy3G3lHRs58+fZ6JNPp+HTqfDpUuXmJLR3NzM1fzf//3f46mnnuJRukql4nE8dTfHxsawu7uL5eVliEQiTvy7ceMGH1DBYJBDacgsTKbveDzOEhan04n+/n5ODtTr9RwOFwqFEI1GWWeoUCiwvr6O2tpaNoFvb2/j7Nmz7BeJxWK4ePEienp6kEwmMT8/j7t373KnhbwQk5OTnCq5vLzMnw0Z2kj/TVpJIjbV1tbixo0baGxsxOjoKJRKJXciaaxH3eNUKsWfH0m9FAoFY8cofI0wcMPDw5wCPDIygoMHD7JmeWlpCV1dXSzXMJlMzKUmLj7Jpei/QT/LSy+9BAD40Ic+xMF6JMugrIydnR3cunULBw8eZB0sSba2t7chFothtVohkUje8ShElUoFo9EIo9HII1wqrMn0D4BD0aj7urOzg0wmw1kIb7zxBo4fP454PI5kMsmoQEpDVSgU+PznP49Pf/rTSKfTEAgE3JWkrtDGxgZPbgYHByGVStkHIpVK4fV6WUOdSqWwsbHB3XOpVIoLFy6gtbUVVquVLyWUwkqde6FQyDjmM2fO8MXiq1/9Kvr6+vChD30IJpMJN2/eRHNzMwcvUUFNWmgyP4bDYbz66quora3F6OgoVCoVbty4gaamJr440VidLq3kbVhZWUFnZycUCgWH9qjVaty+fZtxx5SkSmZx8jZsbGygo6MDXq8XJ06cwNraGj760Y+itLSUQ8euXLmCuro6+Hw+3Lt3D6urq7BarQxuoNAn0kBTw4GC81ZWVlBTUwO3280kt0cffRQXL17EyZMn8frrr+PIkSMYGxvjAMHS0lJmn1NmCWXUUGYNZVlQAnahUEBZWRmWlpY4gKpYLKKqqgpOp5MxpWq1Gn/7t3+Lc+fOwWg0wmQysXk5GAyylMhisbCEKhaLQS6XM+JZIpFgcHAQ4XCYZYZer5dxiNlslr8P+l7p79Dk1WQyoby8HG+88cY7+t3+yEc+wvhdAOwhJKACsfvJkEsSMpJ4TExMoKysDFNTU6ipqWFKIOXTNDY28oSccmroeU8mk1heXsaRI0cQj8chlUqhVqshFouh0+kgk8l4WveHf/iHeP7555kEqNFouIlGvh+aXlFXlxj6hCKdn59nyRxJfMLhMEpKSvDd734X7373u3HkyBGUlZXhW9/6Ft7//vczvAAAS4GpYLl+/Tqbo51OJxQKBVQqFZxOJ5RKJdbX1/lcIuhHKBRiX838/DzTjAg2IhaL4XK5UF5ejtHRUW46NjU14datWxgYGEBVVRW2trbYBE5UxVOnTkEikUAmkyEajeLu3bvQ6/XY3d3F17/+dYyOjuLcuXNYXV3lULtMJoMbN27g5MmTfPlVKpXo7OzkYFq691ChTpAQ8lq43W40NDRwsGooFOLwRCr0iFRFsjW5XM6S04WFBXz0ox+FRqPhAFYqGgkfq1AocOfOHSwsLODTn/40P5OkQPD5fFheXobH48HU1BR74ILBIHuCbty4gerqatTV1WFiYoIbJ3V1dRgfH4fFYuEMrMnJSVgsFqyvr7N6JJPJoL+/n4ue3d3dn+vsLvmJf/JT1vb29k8sDgDgL/7iL97Ol/2VLYPBwJdoMhKurKxgeXkZGxsbrG0nznWhUMDa2hqSySSA/a4yGYl6enr4AmgwGNDf34+9vT3uIlJX44033mBa0DPPPMNa4I2NDdy5cwfXrl3D7u4uJ+zS+DeXy6G9vR1VVVUoLy9HXV0denp6YLVaodfrHxirpVIp7j6Sfre9vR1Go5EPhjfffBNyuRz37t2DTCbD+vo6/st/+S9wuVzo7u7mCyZ1DykIhDClFDgFgBnfRGcgVKvZbMbKygp8Ph8SiQQHOpHpTqvV8iZFJmDq5rW2tmJxcRHFYhENDQ3c/ZZIJNx5J168Wq1mGYZAIGDTZDabRVlZGSoqKnD8+HH2b9DPRBpqIs1IJBJOfjSbzRyzXlFRwWYml8uFcDjMHSv6WbPZLAet7ezsMG6MDuGbN29yaJpEInkg8ZBwZOQPuT/yvqKiAl6vF0tLSzh69Ciam5tRUlKC69evw+fzcfJnLpdj2QL9N8RiMeuVz549i3PnzrEkwufzccgUdU6TySSeeuop7tqurq5icXGRM0FWVlYQCoXecReHt1qUfp1MJpFIJPC9730Pc3NzmJ6eZsP/2NgYPvGJT7CvIBgM4ubNm1zwejwedHd3QyqVsmyHzIik6SSpjd/vh8vlwt27d6FUKtHQ0AClUomNjQ3IZDLo9XocOnQIKysr+PrXvw6LxcLafyqkAfBFm6Z30WgUJ06cwOnTpzmZlw478lK0traipaUFQqEQR48exdjYGCYmJtgfUVtbi2vXrmF+fh4ej4d1xaSLzmQy/O7QpJCefZfLhfb2diQSCVRVVcFqtbIkZmZmhjnbPT09fEDSRcfpdGJ0dJQnaE1NTXA6nTymn52dBbB/waP08K2tLQCAyWTCvXv3uNhSKpWsAf7CF77AhLG6ujqcO3cOAJizTknlJCVYWlpCJBJBf38/7HY7Z9O0traisbERJpMJ2WwWSqUS0WgUfX19KC8vh8Fg4IR1krTQZ5fL5RCNRjE0NMT8c+q63h8oWV5ejieffBLLy8tcNM7NzeHSpUvMlb927Rr++I//GE8++SSMRiPGx8d5skPeKdJy63Q6mEwmbkDQRKq5uRlzc3OQSCT43ve+B6fTiVwuh9raWuj1eiwtLeHJJ59kYh5htMmovrW1hXv37jEh6p28vvvd73LDjaYx1Fyiny2ZTHJRHwgE+DmlZ728vJwnNDs7O2ysHRwc5Ml7VVUVFAoF7+NyuRx37txhNKpQKEQoFMKbb76JH/zgB3jppZcYM6xWq/HZz34W9fX16Orqgs1mY5Ov1WpFW1sbT3G6uroe0KVTx313dxdtbW1oamrC5uYmZDIZ/uEf/gFutxvz8/M4duwYvF4v/tN/+k/sc6DnkpLP75f5UvMoEAhAqVTC6/Vyjsf6+jqi0ShMJhPnO1EX3u/381Svvr4ejz76KOM/zWYzU9xGR0c5II2aq8ePH0dVVRXfEUgVQCQloiwJBAK43W688sor7OE4c+YMPve5z3H2EU1XYrEYnn76aeTzeWxubnLuAX2+Pp8PUqmUYQ2FQgETExOQyWTo7OyEw+FAZ2cnNBoNfy6xH4a52u12ZLNZXLt2jSeAJSUljG0npHxbWxuEQiE3cynATSgU4saNG5yB09nZic9+9rNoampCRUUFZmZmmEK5u7uLVCrFBDIKjdza2oJOp8Pe3h4MBgOkUilWV1fR2tqKe/fusS/CZrNheXkZer0e3/rWt7gRQihUSvOemZlhbwKZqX/WelsSo/HxcZZavNU6e/Ys461+HdbFixfR1tYGjUbDRloaiVVUVDBLlohGhHgUCoVQKpWIRCJIpVJYWVlhzrbFYuHLo16vx/e//33U1tbi1VdfxbPPPguj0cgpuJR4GwgEUFlZyUE9i4uLzPKmEC6j0ciR6CUlJZw4TAVANpuFSCRiRJtcLkcsFsP4+DjTVuLxOL72ta/h4MGDKC8vR1tbGwYGBnDx4kW0t7fjT/7kT3g0JZVKcf78eZw7d447nEKhENFoFE6nE+FwGMvLy2yG6+3tZcMbxaq3trZCqVTC6XRicXERR44cYcmN3+9HV1cX9Ho9jEYjFxvE5p+dneVODL2gc3NzPDl5//vfj0KhwB3hyspK7sa89NJLcDgcfIgWCgVoNBrMzc2hoaEBHR0dKCkpQVdXF2sTrVYrzGYzRCIRdzlOnz7NBCNCflJ3g8aRfr8fx48fx+XLl2G1WtlESppNwpR1dXVBLpdDKpXC7/dzN358fJw3QJFIxAdJPp/HU089hbt370IikeCJJ55g+QWFfs3OznKoD2V69Pb2sryMSE5isRgOhwN7e3u4dOkSc7jtdjsmJiZgtVq5sFAoFDh69Ci+9a1voa+vD6WlpRgZGUFnZyeOHTvGCbDv9OXxeJDP52G1WnH79m0uAkZHRzE4OAi1Wo3V1VUEg0GEQiF0dXXxPqBUKjkM8ObNmywh++QnP4lCocAo0FdeeQUDAwN47rnn2Hjq8/k4/MrhcHDx6nQ6EQwGIZVK0dvbywFDdLjQ75SmXKSVpmeJjPLRaBQtLS1Qq9W4dOkS5ufn8eyzz2JjYwN7e3t8CHzkIx9BRUUFFhcX8dprr+Ev//IvOXjQbrdjeXmZsy4o0bdQKPDlw+l0IhqNYnl5mZG6wWAQZWVlUCgU2N7eZq43FfhKpZILUoIS0CicmgpEXSKpFwXzBQIBBAIBlszl83mYTCa88MILePbZZ3m6MTk5id/+7d+Gz+eDQqHg5PKvfvWrAPZlsLQPVlRUoLKyks2KiUSCJR10ETAYDJDL5dja2mJpBQDW9dbW1mJsbAwnTpzA7u4udnZ20NHRwQX50aNHoVarYbFYuCmgUCjg9Xq5UKE0a4PBALfbjfLychw/fpy1zJSTIpfLAQATExOw2+3Y2dlBLBbjbIhMJoOJiQnO5XnxxRfR1tbG/oeJiQmWppAZXCwWY2VlBVKpFOFwGBqNhidSwL6Z32g0orm5mTnrvw6Lgu3Gxsa4w07eI71ez5x/uVyO0tJSnrxlMhlO7l1eXsbdu3dRW1vLeTdE/PnWt77F0+SKigrU1NRgZWUFTzzxBLa3t9Hd3Q0A/P6Q54SINRR6trKywmb/iooKRuySR4lkq9TQ0mg0CIfDiMfjEIlE7FOhfIvGxkZuPhD+84/+6I/g9/tx8OBBiMVi5vwTmIK+z9XVVayvr+PWrVsYGxtjD9+1a9dQXl6OiYkJnlAdOXKEZdLd3d1MNSLQysrKCkpLS1nyB4AxznV1dXwhfvHFFzE4OMiBoocPH+apIRm4CYYyOTnJ+QLkVwyHw5iamoLRaEQ8HodQKGQJdSKRQHV1Nf87FOJIYYKUBl1SUoJYLMYYZApI7evrw87ODurr66FQKHgSFwqF8Nxzz2F2dhYKhQJCoRDr6+uMR62qqsKrr77K+Unb29ssDZfL5Xj3u9+Nubk5Nq6TEZ2kUvPz84hGozxtiMfjUKlU+NrXvoa6ujoOhtvY2MCxY8cAAENDQ4w3p5DIpqYmnhKo1WrI5XKWxlFQHNE3p6am4HA4fm5E+dsqEF544QV84AMfgEKhYK7q/WtwcPDXqkAgXThd0O4PGfP7/chms9BqtawVCwaDWFpaYuPp3t4ePB4Pstks6urqUFpayogwMnfW1NRAr9fj7NmzqK2tRVtbGycFPvroo9jZ2WFT3NDQED784Q+jWCzy+Ji4x8FgkLFodNEEgFgshu3tbfj9fia2BAIBNqqVlpZiZWUFRqMRcrkczz//PGvsKWjMZrOx+S4Wi/GITiaTcWiU3W5n3eDu7i6TNUgyFAqFIBQK0draColEwp27zs5OtLW1Me6ttLQUqVQK6XQaIyMjsFgsTOGh0Z1YLGYdoVgsxtzcHP/O2traWOdLwWuVlZUYGxtDa2srdzf9fj+0Wi1HsQPA8ePH4fP5OAW8oqICe3t7eP3119HX1weJRAKfzwez2cyIwbKyMpSWlnKGQyAQ4GTe2dlZOBwOpk9QNz4ejzMbvaSkBCaTibt4pDV89tlnuYvT0dHBlAe9Xs8TK51Ox4m9xN8fHh7GlStX2BC2sbGBkydPMlqWnkFK8aaxO+HqkskkwuEwX0BJe7uxscFZEsVi8YHnHgAWFhbQ3t7OJq53+jIYDBgfH+ei3+fzwe12o6Ojg7vL9fX1EIvF/JmVlJSgt7cXL774Ipqbm5kEdfToUWg0GiQSCT541Go1NBoNNjc3OaDP4/GgpqaGD9G5uTmedH3zm9/EBz7wAf7/FxYWUFtbC7FYjMXFRdy+fRuhUAj9/f2csOvxeNhgGYvFUF5ezsZe6nBns1n2g9lsNpZSpdNpRgz/3u/9HrRaLYaGhqDVajE3N4f6+npoNBosLy/jiSeeAAC8/vrrSKfTHIa0sLCA5uZm7txTKjBp/JVKJVpbW3H37l1+n2g/9fv9CAQCDyQWE/SAUqUpJ8LtdsNms6GpqQlarZYnoX6/H7/zO7+DV155haVZ5eXlXAyThKe0tBTPPPMMXnzxRdbr6vV63L59m3NBNBoN0z0cDgfKy8uhVqsBgKeuFosFAoEAXq8Xs7OzjFylvZb8ZTRFc7vd3Aig8CIATLyiJFNKK6+uruaLGklQye/icDgwPj7OVJmhoSG4XC5GW1JIJJmdTSYTBgYGWBqmUqmQTCaxtbWFtbU11NXVYWtri0PZjEYj9vb2kE6nMTAwAIlEgtLSUmxvb2N3d5cbTGTafyevhx9+mA2k9E6IRCJ0d3djeXkZW1tbnPVDJCgiSnk8Hs40ISiAQCDA6OgoB2XRdG5sbAz9/f0oKytj8/7w8DAefvhhzvsh3XxXVxf72ehMppweMvPSGbe7u4tgMIhoNMop5tR4u3TpEmQyGftNlEolstkszp07x15Bko8IhUIMDg6irKyM4RRkxCYfA02zKF9Ep9Ohvr4emUyGU4gPHz7MHjW3281eQbrDUJ7OzMwMQqEQ+wnofkGYb0oinp6eRkVFBebm5ti/5fF4WN5bXl6OWCzGCHVSSOzt7bG3jwAwdNe5H2ObSqXQ1dWFGzduIB6Pw2KxIBAIoLS0FEtLS2hoaIBAIIBKpWJjN0050uk0XnnlFZYO0T8TCoU8IQ4Gg7h79y4XbVeuXEFHRwcuXbqE48ePQyqVclbJ5uYm2tvbOeH5K1/5Cj760Y8iEonAZrPxpHhiYgI/+MEP8NBDD+H27dsYHh7GQw89xA2MUCiEwcFB9r1SE4Ma16urq4hEIohGozh58iR7U0nmbLPZcPv2bfaxra6u4vjx40gmkxCJRHA6nZzV8POst1UgHDhwAO9973tZe/nj68dNy+/0RR0ocuRTuAylKFKiJ+mC5XI5qqqqOGSD/n0KUyEvQyaTwezsLA4dOoSBgQGkUin4fD5UV1dDpVKxD8HhcMDj8WB7exsKhQLnzp1DLBbjg0Sr1bJHgkalMpmMR2lEnsnlchzn3tfXx9p0Shzu6OhAOp1GRUUFYxbJCESx76FQCLdv32bDjkql4vEUdfdozH358mXuOAFgrFhNTQ38fj9TN8j0Wl5eDoFAAKvVis3NTaYtqVQqzoS4fypFGRA2mw07OzuQSqWorKyE1+uFXC7H7du32bdAOt5kMokvfvGL+NSnPoV0Os3mPJPJhJmZGZw5cwbV1dVYXV1lfTelHFO2QzQaxcjICI4dO4aSkhJcu3YNvb29PIkgM/mtW7eYMiSTyeB0OnnSQZ1DMr13d3cjGo0ym9vhcDChYnZ2Fs8//zwHmOh0OhQKBS4O/H4/ent7WUcplUpRU1ODs2fPMjNdrVbj9ddfx/Hjx3Hjxg1UVlaiqqoKZWVlbL4nNG2xWOTU1pqaGiwtLeGRRx5hWhOxlI1GI2tGS0pK0NnZCYFAwIZqh8Pxr/iWvr21vLwMh8PBByl1Z6kTTR3uV199lcPtyOR+5swZhMNh7Ozs4KGHHuICkILEjEYjd7lFIhG+/e1vQyqVMgecigWbzYZEIoFgMIhPfepTAMCStoceeoiN6BKJBGq1GjU1NUweCgQC0Gg0AID//J//M44ePYqmpiYoFAro9XrU19ejvb0di4uLPI3b29vD+Pg4B2WNjIxwxsfFixdht9sxOTmJyspKRKNRDuT5v//3/3KQ2yuvvIKmpibs7u7C5/Nhb28PKysrjI2cnZ3lC097ezsuXboEq9WKVCqFxcVFxrYC+/IVm83GRf/Ozg5WVlb4Yk70F/pcysrKsL29jQsXLqCpqYmbEjKZDGNjY7BYLFhdXUV7ezvm5ubg8XhQUlKCwcFBGAwGPPbYY7wHT05Owmq1MoYxGAxiamqKeeCxWAxKpRLXr19nOaRcLucGCLBvShwbG4PVamVDO43/i8UiYxjLysrw5ptvwmQyoaenhycVZHaem5tj3HJrayt7EO4vOKRSKRQKBU6ePMkTVgrWHB4eRmNjIy5evMipsxKJhD8vypXp6+uDXq9nit3g4CD0ej1eeuklNDQ0IBKJ8AUhnU4jkUjAbrcDABt2fx2C0nZ3dzmJemNjA93d3SgWi1hfX2fYw/T0NPR6Pfx+P1QqFXedBQIBbty4AY1GwwVgMBjE3t4epFIpF+LHjx9HLBZDMpmEWCzGk08+ydNxs9nMTb5AIIC2tjbI5XLk83ksLS2ht7eXARmpVApLS0uclaFQKCASiZDNZlnKFIvF4HA40N7ezl61YrEIt9sNv9+PtrY2JJNJhEIhCAQCPrfr6+uRTqdx9+5d7uqTX21lZYXfLb1eD4FAgO9+97s4c+YMFAoFF0tOp5ObXL29vWhtbeUpdbFYZOmdUqmEwWBAoVDAzs4Oenp6eFJGDSXS7lNxbzKZ8Oabb8JqteKpp57C5cuXceHCBSb3GQwGLCwsYGlpCf39/bh8+TKeeeYZDqIl+fWJEyfw7W9/G3q9HiUlJWyQNhqNsNvtCIVCWFpagtFoREtLC1MmJRIJJ1TT5Jv2UJIL0+QhFAphZGQETz31FIRCIfr7+5FMJmEymTif6ujRo9ja2oJWq8Xg4CBKSkowOTnJ50FFRQV+67d+C4uLi2hvb+c8HJFIBIfDgWeffRbJZBLXr1+H2WxmefDExARPPUKhECe7k/Q5lUoxrvnSpUtYWlpCXV0dJBIJEx2XlpZw9uxZxGKxBxpTXq8X4+PjaGpqQjabZcT6z1pvq0D4+Mc/ju9973u4du3aP6MYCQSCXzsPQjabZZ0yad9pUQeOiBSRSARTU1N44oknmFRDSaK7u7sYGhpCa2srm4OJKEKjM9LulpSUcKInUXnoMm+1WnH37l1OuyUtPAX13B8yBuxfdogKQBKZqqoqFAoFeDwemM1mFItF1NbWcgAWSSrowjs0NISOjg4O/on9MHmQDkRKCCadeiAQ4IPNZDKxPpMSh0tKStiMV1painw+z1p7IgTQ2tnZ4W50XV0dj8JJdkEXCAoKIUyi2WxGT08PNBoNRkZGIJFIOLCFwrAUCgU6OzuRSqVQVVXFhz51kKRSKQew6fV6Dr4BwIUh/d+Li4vI5/MPsIjJbLa2tsZ+AhqNUkgdbeCUuBwMBlEoFJBIJBCNRpmMFY/HWYNOEwzqSFCHm8arkUgEbrcbWq2WMxH6+vr4ItPZ2clFIJGZaMRKEyiKdc9kMhxTX1JSAqVSiYWFBS4EqINOlywy5NMF8J28VCoVtra2IJfLodPp4Ha7md8fj8exurrKBaLL5WJKCKF2I5EIj85dLhfe/e534+DBgzxSrqiowOTkJPr7+3HixAm+ZFJRRmazvb09dHR08O9sdXUVFy9exDPPPMMUKp1Ox/sHGVATiQSbkv/wD/+QTZDUtaORPwWmOZ1OGI1GCIVCOBwOaDQamM1mbG9vY3Z2Fh/4wAcQj8fR3t4OgUCAQCAAsVgMmUzGcoSJiQkGKRDvPRAIcGrvsWPHmG60sLCA4eFhJkTRogM0k8mgUChgYWEB/f39jDS22+3Y29vji63BYIDJZML6+jpcLhcOHjyI3t5eiEQirK+vY2VlBQ899BACgQD8fj/6+/sZRU2eB9Lqe71eJBIJAPtJxqQxpvwFypch8g3RuJLJJActUdd0c3MTgUCAL2uFQoF9FAA43ZbyDegsSCQScLvd6O7uZnljQ0MDk2cIuVtZWcnkGfIakWmVkMxEh6GANpreLSwsQK1WM8GFyEqpVIp9KoFAAGVlZaxBJ3Q3dZLJm6XRaJgERZrod/oi0p5QKGQzfCwWg0ajgVAoxPT0NDKZDMrLyyESifDCCy/gU5/6FNRqNU9fHQ4Hstksh81ZLBaW9lGu0cLCAg4fPgyVSsVTaDqrFQoFjhw5wtjTjY0N1NfXo7q6GiUlJThy5AiHXprNZly4cIGbNcViEZcuXcLOzg7e8573wGg0ora2lieZcrmckcXxeJylhUTaIYwofU8OhwORSARtbW2QSqV44403oFarucAMBoOYmZlBb28vZDIZX2YnJibYN9nd3c0TMLqAlpeXs5Z9enqa8w5IqmI2m9mbtrKygq6uLng8HqajRaNRdHR08PeaSqVw4MABqNVqjIyMIJvNor+/H263G5FIBM8//zznD1HDSiQSIZlMshSQSFJWq5W/t4mJCVRUVHD2CcE5iOpEBDGHwwGhUIh79+7hiSeewOzsLOrr65muNjAwgFAoxDIeCjk0mUzs1SCzutFoRD6f5zRnwojbbDbGmNK+Qw2JyclJaDQatLS0IJVKYX19HRsbG6irq0MikYBCoUA0GuVG8traGkZGRnh/SyaT6O3tRTgchsVi4cwlMqRfvHiRk+ItFgump6cRi8Vw4sQJzM7Osvfk51lvOyjt7//+73/in339619/u1/2V7KoOlQqlYjH40wQ8ng8eOmll2C32yGTyaDRaKBUKtHR0cHmXOrmU7gPaXVramo4hCoUCqGyshKHDx/mTub4+Diam5shlUr5ck+jQ6lUive85z3ccTAYDJzQSdpfIqOk02k2zPX19fGY3Ofzcbd0ZGQEWq0WJpMJNTU1LHeqrq6G2+2GTCbD7//+7/MF9M6dO9ja2kJXVxdPGTQaDa5fv469vT2mmVBngkaZZOgCwMZDAFwMEGOesKj3LzrQV1ZWAICN1YSmo2KI0JvhcJgTMsvKyiCXyzE4OAiPx4Nnn32WtY4ikYhpSMViEZcvX4ZSqWRd+KuvvsrGz2w2i8uXL6OiooKnAFQE7u3tIZ/PQ6FQYG5ujrW8dKEn/nRbWxtisRgqKipgtVohlUrhdrsRj8dRW1sLs9kMm82GeDwOmUyG2dlZtLa28uiViqiKigo2N9bW1rLnJBaLYWtrC1/60pdQXl7Ok4VYLIa6ujqMjo4yeYeoHR6Ph1GPANDS0gKVSsWXZzJe7e7uwuFwsJmppKSEQ7qoKCMpx+HDh7l4eicvKj5JakDEoKWlJYjFYvj9fgDgtGsCAwD7+nNikwsEAu7E0qUc2C/2uru7sb29jba2NtTX12N4eJjlHpSBQd00+iyHhoZw5MgR/NVf/RU+//nP4/r16xgfH8cXv/hFVFRU4O7du+jo6GCZTywWg8FggFqtxtraGl8qKb08EongySefhFarxdWrV9Hb24t/+Id/wGc/+1mcOXOGNeUjIyPY2NiAwWBAWVkZJ5gWi0XMzc0xeU2lUrEuViaTcQCfSCTC9evXOfAR2Mc1RiIRWK1WLhIotBEATzqpOJBKpSxZIGNiIBBAT08Pd2IDgQBPxqqqqtDT08PyjvX1de66ajQaaLVaTExM8HMbCoVQV1eH5eVlJrDt7Ozg0qVL6OjowMzMDHf3VSoVE75SqRRu3LjBJLHm5mYOsmtqaoJQKMTdu3dhs9nQ3t4OuVyOhYUFboYQopb2Q2pm3L59GwaDAd/85jfx6KOPwmw2Y2hoCE8//TQMBgN3o+PxOILBIIdcvvbaa3j66acxOjqKuro6XLlyBRaLBa2trchkMujr62Ok68jICJRKJbq7u5FKpXD58mUOZyIkNMlmqqurodfrsbi4iPLycmSzWYyNjUGj0UCtViMWi/1aeBAKhQICgQBEIhEWFhZYJ7+xsYGhoSHU1dWhqqqKoSqPPfYYQqEQS1tLS0uRTqcRi8XwyiuvoK2tjS+tZrOZ8eVEGNTpdPjmN7+Jnp4eHDhwgHNm6PJOHq9AIMD5HBRMSoFXVqsVtbW1WFtbg8fjwfve9z5UV1fz80Kyplwuh8nJSfj9fjYw19TUQKPRYGNjAysrK1CpVDh37hyEQiEX9k6nkz0OxPG/e/custksc/YXFha4AUGGW5FIxBNPkt/29fWxzIhQoCS9A/Ybk4lEgtG8BB/I5XKoqalhBUEikWAqIdHgKCuprq4Odrsd29vbfOmVSCRcHDU2NuKVV16BTCaDTqfj1OG5uTk0NzfzHefevXvQaDSYmZnB6dOnkU6n2d9JmQ8ulws1NTXs4bTb7bh79y56e3uZBGcwGODxeDjniuiFFHxLfoatrS0YjUasrKywFJ3O60QigebmZlgsFiY0UmPW7XZzcUoExtraWg46pKR5QsBqtVqUlpY+IPXd2tri5pVOp0MymYTb7QYALpRv3ryJ/v5+jI+Po6enh++SlD3x8663RTFyu91s4vr/w6LEut3dXbjdbtYFUueRHv6mpiaYzWZ+eG7fvo3vfOc7HIhRLBbx+OOPQ6VSQSwWo6OjA3t7e/inf/on7ijS57a3twedTge73Y7q6mqWE5HkJB6Po6mpCSaTCRqNhgNXSPZEKa2kJRcKhcjlcvB4PBxjTnKQiooKOJ1OjI2NYXNzE+FwmDt75eXlTP0gXWE6ncalS5fw/e9/H//rf/0v/MM//APKysrw5JNPchgTZTesrq5ygAlp/UkmRJsUdVeAHzHJf5Z+nXSH9DLSmpmZwd7eHqPlKIuDLvhk4g4Gg0xvoDAcIjIQvWhzcxMtLS2YmppiSgkVUXV1dcx812q13JFNJBJsKrNarTwtsFqtTB4i8gChUyORCFpbW2G32/HGG2+w0Tufz7MkLZVK8YgZAFMLBAIBF247OzsIBoPY3NxEV1cXX5bod0asa0r4zWazfAloaGiAXC7nzjhNC6jrSRMa0rVSt0yj0fBFkjIS6AJBhvJ3+iIZAgDWllIni3TldMmmQi8cDnM2BwAmoFy9ehXRaBT19fUoLy/H7Owsmpqa0NXVxYnb+XweExMTWFpa4oOENPzf+c534PP58Pzzz8NisbCEprGxEZ/85Cc5VOfu3btwOp0YHx/HrVu3kE6nEQgEOJk5nU5jZmaG6WkUJjg8PAy5XA6tVotHH32U809ee+013Lp1C7FYDPPz83j99dcxMTGBxcVFpFIpHDx4EGq1GvX19Qw+2NzcxJUrV/g5mZqa4sLf4/EgmUyir6+PDZ33d52pOADAHUk6zIm2BYDfRYvFwihHp9PJ+wRNLClcMpVKYXZ2FuFwmGWf4XAYr732Gu7cuQOn08m6fYFAgLt37zJtrrS0FLlcDidPnoROp2MkdXV1NQwGAxwOB2vFiXtO+5TZbAawX1yXlJSwTIUuaj09Pbhw4QJ36KVSKVZWViCTyTjw6fnnn+e8Grq8y+VyDtcMh8O4d+8edyUdDgei0ShfxMrLy/nvUBOLih2SO5BnBACT42i6QDhamoTQdJf2BJ/Px1MJav68k5dYLOYJcX19PRwOB0sr6ALs9/tx5coV5HI5Dt7c3NxkelkwGITf7+eMC7FYjL6+Pni9Xk7Fpg4tJVCTNM5qtXK2TDqd5uesvb0dR44cQU9PDwYGBviZoIyEaDSKW7dusUEVAPt06Bym8DaTyYTNzU0Ou6Jpn9lsZow4QSoCgQCmpqbgdDrhdrs5I+XkyZMAfiTfKxaLWF5eZrrY8vIypqensba2htHRUe6MLy4uYnV1lSVWdAm2WCzo6OjA2toaN4uoYH7kkUfYaxSJRDA2NoZkMsk+RfJAisViRKNRlkaTHywUCrGPgohydAF/88034XK5kEwmOXSSJnw+nw9qtRpnz56F0+nE9PQ0Z7yUlpZiYWEB0WgUPp8PS0tLCAQCnJVCGOxcLsfESkp012g00Ol0cLlc/HxUVVWhpqaG94SSkhL09PTwRIruCHR/oKIinU5jeXkZFRUVqK6uxq1btwDsN6I6Ojpw8+ZNLnRqamogl8vh9XrZj0BNGcKx0ntMhcnhw4e5mTowMMD3L4lEgtbWVtTW1jI6m2SrP2u9rQnCd7/7XXz2s5/FlStXsLm5+c9i2d/3vvfh6tWrb+dL/0oWdXglEgk/pFVVVZDJZDxyI3oEmbiAfd15Q0MDxsfHUVlZCYvFgrm5OUaNktbTbrezXOD27duQyWRobm6G3+/nDlAsFsPe3h7j+YrFIvL5PPb29rC5uYlcLsfhKDQCpqpxbW0NMpkMX/ziF/Gxj32MXzoatVJFnkql2MhCPPB79+7BarXi5MmT0Ov1uHnzJkpLS/Hcc88BAI+0pqeneWyaz+fZY0Ejzddffx1qtRrb29tQqVSseabwNGDfzESp0T+piiXWNI0UAbAB7f5FiZ/EQCe6VE1NDWZmZlBdXc2XQtLzAfsG+nv37rHEIRAIoK6uDouLizAYDCgtLWX6ksViQUtLC+bm5lBbW8tTjKamJu6KNDQ0cLFCdC+ZTIbR0VEmHZ09e5ZpFY2NjYjFYtDr9fjBD37ARjnaiNva2jiRWiAQ8IWvUCiw/E0mk/HhoVarsb6+jkQiwZH35P8wGAw4fvw4lpeXkclkcPjwYdy9e5e7zIcOHWLT8s2bNyGVSrG3t4dDhw7B5XIhk8nwJutwOFBWVoZgMIhgMMiBd78Oi3w5ZFqj94YWaYfJDLq7uwuXy4VgMAin04mjR4/Cbrdjd3eXzc3Ly8uQSqXo6OhAMBhkuhBRrg4dOgQAHHRjtVoRjUaZkKVSqdDe3o7Tp0/D5/MhlUrxPkFpuBT2RN3E06dPIxQKoaysDEqlEjU1NSgpKeGufTgcRmNjI3Q6HXZ2drjrbTKZ8OlPf5pN0F1dXWxOPXDgALa2tjjoJ5PJcNeqWCyipaUF165d49wHooSRtIc67/R+0mSRRu2lpaWcwE2XzvsLiUwmw6Q1+ufU0XQ6nVhdXYXX60Vvby/MZjMb/Kiw3dra4inHmTNnEI/HcfLkSchkMrjdbjQ2NvIk0GazIRaLwel0oq2tDQ0NDcjn8yy1JHkKPS9GoxH37t1DZ2cntra2MDc3h/e+972cRDs8PIwTJ05ApVIhn88z3ctsNmN9fR1HjhxBIpGAx+PBlStXcOrUKfT09GB3dxdVVVX4kz/5E5w5c4YxpfTvXr58GSdPnoRarWapKQEZFhcXWTPvcrkAANFoFAcPHmRqFoUgeb1e5PN5jI6OcuBjc3Mz1tfXMT8/j83NTdTW1kIkEvF+TDKzXwdC2fr6OktZ8vk8Ll68iNOnT3MwaaFQ4KkJXZbpZ6XLXiwW4yAq6jTfvHkTLS0tqKio4JTjL3zhC/jwhz+MaDTKz9Ha2hpPwtRqNSd3azQaiMVi1umT7JYyLaamptDb24s333wTt27dwt27dzmnZWtrCw6HgyWE5BlbX19nBHssFmMSVUtLC+rq6nDr1i1UV1cjHA7zJbxYLGJ4eJjPpEwmg52dHRw4cIBR7VR4RKNRNDQ0YGBgACMjI0wLonvIwsICe/DulweT547eRY1GA7lczvKew4cPMzXO4/HgySefRDwex9///d/j9OnTuHTpEt773veisrISFy9eRHd3NxdT1DCl5GW61FLBYLFYsLi4CI1GA4/Hg62tLezt7THvv1gscsOO9jxgX747NjaGzs5O6PV6zM/PIxgMQq1Ww+fzcfZRS0sLn3m3bt3iUD6CeyQSCXzjG98AAJw5cwZtbW3ccPjCF77APg+VSsV7tNfr5dyOpqYmuFwubkYS4CafzzNcobGxETU1NZibm2OJFcm5Dhw4wPh98hnodDqIxWJcv34dR44cQWdnJwKBAObm5piSSRjdn2e9rQLhr//6rwEAR44ceTv/+jtuaX4YEkXdNhoRU8ehpKSEueRCoRDhcBhzc3OM16RO8szMDLq6ulieQtSPXC6HtbU1LCwsoKmpCbOzs0wtKhaLfNG9c+cOXn31VfzH//gfodPpmEVORcLQ0BAeeeQRuN1uSKVS1r1RWM/jjz+O8fFxpuWQuSgQCDBai/Ber776Kurr69HY2Ii5uTnEfhjGVFdXh9raWsaI0mW2qqqKEwGJdEAJv6TrJnlQWVkZR7yTd4OkVcVi8Z8VlPRSAD/qNtLGQ6mgZCiiziQVT5ofhtnJZDIOsyEMKclmgsEgtre30dfXh3Q6jd7eXuzu7uL27dsc+ERyjYqKCvh8PphMJka9dnV1QSQSQalUMi9bpVKxXKWqqooRtGTqJm0x6aOpI0JBPJSi2d3dzaYqGv1SwSEQCCAQCDjaPZlMcmgbdf3z+Tzq6uq40wiAJ1h0IdNoNIhGo1AqldBqtZBKpWhvb2eDKmF8o9EoLBYLm+VJxiIQCKDX61k/Tymjer3+X+X9/Jesjo4OnsotLS0BAIdQJZNJrKysMLWLDKE0TSJpEKWO0oYcjUYRiUTQ0NDAJB3qEmu1WqjVapSWluLSpUtoampCPB7H+Pg4FhcX8Z73vIfZ30qlkvGLuVwOX/nKV3DgwAEUi0W0trbye+HxeGC1WjE2NsZGufX1dWQyGe5skaeFUHylpaUwGAyM/ySPAfkwyAdDBTHpnPP5PDdDBAIBJBIJBgYGmCCWzWZ5ImOxWJBMJnlfJN0vAE5Zvj+c6K3W/VIkkgLSNI1MxRUVFZidncX6+jqOHTuGmpoa3jfD4TCy2SyjB6lDOzMzg4qKCvYJ5XI5lkE2NTUhn8+jubmZ98fq6mqsra1x4UU5AJWVlQiHw2hvb4fP52Mqza1bt5gMQ/I/gUCA7e1tpkq1tLRAr9ejo6MD9+7dYylKOp2GVCrFe9/7XggEAng8HkxPT8PlcqG6uhpyuZwbHw6HAyMjI2hqakImk0FHRwfjhhUKBSwWCwdzjYyMwGazsVcrHo/D5XKxzy2bzWJ6eppJRsD+haWurg4GgwEGgwEzMzNwOBysZ34nr8rKStTU1HBwKbBPWWttbWWPXGlpKdRqNfuLcrkclpaWOPTrlVdeQUVFBYaGhvD444/zuUIXXrroDw4OYnZ2Fs3NzXwmUlPvtddew9mzZ9kLRhQ5yi/5u7/7Oxw4cIDhJ2fOnIHP50N7ezuuXr0KoVAIm80GvV4Pl8vFXd9YLMaXa6Is3b17lzvXPp8PXq+Xz6hwOMyoYGD/XLXb7Q9c6mlyHQqFcOXKlQc+z4WFBf57LS0tLNGhvYMmLyS7KS0tRSAQQGtrK2KxGCorKzExMYHOzk6mFBYKBd53DQYDk53a2trgdDoBgOVwVJSVlZUhl8vxJJyyVXQ6HaamppDJZBjAkkgk+PJtNBo5A4CaJ6lUCjabjb0H4XAYxWKRJyFut5ubJQcPHsQbb7wBm83GDdn19XUUi0UubADA7/ejvb0dCoUCf/zHf4zFxUUGSpC36YknnsDExARPqBOJBLa3t5n2dujQIQiFQtTV1SGXy2Fzc5Nx92q1mr1S1ORwOBwsA6SU6sXFRXi9Xm58Ec53bGwMAwMDcDqdvEdSuBs1N95K5v1W623tAsFgEP/n//yft/wzgUCAD33oQ2/ny/7KVkNDAzQaDeO2gP2HmTre1B0jU9fQ0BAaGxuZ7NHY2AiBQACTyfRAYEihUMDrr7+OgYEBfPnLX8bHP/5xZprTSJKCUSYnJ9HV1YXf/M3f5EAyoVDI5hgAOHHiBHZ2dmCz2RglKJFI0NbWxgewWCzG6OgoDh06xPq/eDwOuVzObP/d3V2+kLa2tkIkEuH73/8+R7ET79ztdsNkMmF1dRWZTAbpdBoej4dDtsgwR11TojJQTsTOzg4cDgfLBX7SQ3l/R4IWvYxEQ6GKnVIAybBHm2gymYTVauWMAyJ8AGBJDXXZ6bOnv0fM5s3NTXg8Ht5Ei8Ui+xWI2GUymbi7Rsx3Gv1SJ/H69euoqqrCsWPHeARttVrxzW9+Ex/96EeRTCZRVlaGEydOsK6cRtg0ydje3uYqn7ILAoEAT3zo+SKOM3UiSkpKWM7m9XqZOkXFIXk4SJ5AhR9JiGgkS5Quev5VKhUjZPV6PVKpFGpra//lL98veRGtqK+vjzuHRIqhrmkkEkEul2OELXlaotEoGhsbuZtOjYCFhQWMjIzgQx/6EHQ6HcxmMydyT09Pc27EY489xu+MXC7Hhz/8YfbM0Ge4tbWFqqoqVFZWssneYDAgn89DIBCgpqYG9+7dY68LHaqE4isvL2eCSW1tLaLRKAcVlpaWslHz0KFD2Nvbg8VigVarxc2bNxGNRhEIBDj9dHZ2FolEAouLi4wN3tnZgUAgQDKZZIkayRNLS0vZqCmRSB6QFYXDYQD77zwRVQA8MEkg/TYZgwmburGxwUzzWCyGxcVFDiYqFouI/ZBlTp3L7e1tDnCi97uyshLz8/P8dwk2YbFYsLm5yUmjlZWVnDhLxBCSQ0gkEp52UpE9MzPDni0yFldVVWF9fZ1lZzTJi8fjnHZOabh6vR6bm5vQaDTIZDLw+XwQi8XI5/OIx+MoLy/nUD8iyVRUVLA+GQBfjBKJBLxeLyNJdTodXy4ikQhLsgQCAXw+H44ePQqVSsW8/ra2NkbMxuNx/v05nU72kr2TF12GbTYb0uk02traIJPJWEbk9/tx7NgxrK2tYWBgAG63G+FwGJWVlVCr1Xx59vl8ePzxxyGRSJDJZKBUKvFf/+t/xdNPP42dnR3Wn9P7QqZwCmHzeDzQ6XQYGBiAx+Phd8bj8aChoQHvec97cPfuXTQ0NHAmBqkQKCshk8lwAu79DT1KviWjPO0nDocDy8vLiEQiOHLkCJRKJXvcRkdHIRQKsbKywhIpCjudmZnB0tISenp64HA4kM/nUV9fz5d5KgzX1tbgcrk4e4PORWB/ykQNFWBfbkimZ6VSifn5eS5KiKi0s7ODXC6HfD6PZDIJr9fLPi6RSISZmRkcP34c2WyWJ/+kgqAAM8qJKCkp4aLDYrGwN4qIf5RhQEjhra0tTlOvrKzE3t4eGhsbcevWLdTX13MT4M0334TBYEBnZyfKysrgdrvR2dmJF154AR//+Md5D7Tb7TAajVAoFCyVWlxcRFNTE089hEIhHnroIWxubmJ+fh4zMzPo7++Hy+WC3W7H+fPncezYMRQKBeTzeZ4SFotFzotyOByMzpbJZGhra+NcDWo6kp+Q5MoERvF6vVAoFGhpacHs7Cy8Xi8OHjzIzU2aPv6sJQDwCzNJP/vZz+KLX/ziT/zz3/3d38X//J//8xf9sv/qiyLbf+d3fgeZTAaZTIYr12QyySO5+8dsADhhM5VK8diSDCWkwe/r62OZSHl5ORtdSffc3d3Nm7xarWYdMHW0yVtApBKSO3R2dkIikWBpaQk3b96ExWLhQ4e0+rRJkYmQOs5utxsnTpxgKQnRO/b29rCzs8MdGYvFglwuh6mpKdjtdrjdbpbZbG9vI5PJ4OrVq2hsbMTq6ipWV1chEAiwt7fHNBhg/wJAo85wOAyz2cwFy09b9LWA/QsF0Spotba2PmCCpsCzubk5HDt2DG+88Qba2to4VXZmZgalpaUYHR0FsL8h0YUrEAggEolAKpUyTSoQCMBiscDv9+Pw4cNQq9U8+aBNweVysVRMq9WyITGZTHLwDHV/LRYLHA4HFhYWmD395ptv4tChQywtoDEv6bTJLL+yssIHWSQSYZ08SYLkcjkqKyuhVCoxNDQEh8PBF8eZmRlOtJydnUVnZyfW19fhdDphtVohEAgYrVpWVobh4WGYTCYsLCzgwx/+MLLZLFwuF49ZVSoV1tfXH0Ce/uAHP/iZce2/ikXvNhUGgUAABoOBk9DVajVjN4vFIqqqqrgjRuE95eXlPGamMXc4HEZzczNCoRBnH5AZ8cqVK3j/+98Po9GIcDjM5t29vT3cunULH/vYx6BWqyGVSjE6Osrdddpn+vv70d3djVwuh0uXLrGBnSYAL7/8Mh/SdDEm3vf29jbL3SorKxGLxSCTyXjiOTg4yAjFbDaLr3zlK3j88cexuLjI6azb29soFApwOp0QiUTsecnlchwySO9QU1MTX1opMDAajSIYDLJck4yIJBW8f9FzW1JSgmw2i7W1NWi1Wt4/yDCvUCggl8uxuLiIxx57DENDQ7BYLDy9pnf7pZdeQmtrK089aPIVCoV4rw4Gg6zDttlsTBfL5/Ms3dve3oZOp+POLP0dkUjElJetrS2sr69je3ubD/GrV6+ir68PuVwOt27dQnt7OyOTU6kU4vE4pqenEQwG0dLSwtNAwjTTZDYWi2F1dRVarRYNDQ3Y3NzkcEiiUlFQm8/n404pybTy+Tzjk1dWVtDR0cGow5s3bwIAnnrqKQ7pJHni4OAgNjc3sbq6CrVajUgkwpeJd+q7ffjwYZhMJvh8PoyMjECn00Gn06G8vBx7e3sIhUKMxA6FQgD2z+7R0VGIxWI89NBD3DSIRCLw+Xws/6D/jtFoRDAYxNjYGCMopVIpY4gJgfunf/qnWFhY4GC78vJy+P1+nvBThzwSieCP/uiP8MEPfpAv/rEfZg65XC5sbm6yZGlmZgYHDx5EIpFAR0cHm2vp7zQ0NODChQv43d/9Xb7oktG+oaEBgUCAL+87OzucjE4ZO8TJp1RuOstPnDjxAJCitrYWbrcbTqeTFQjk35uZmeHEd4/Hw6GJTU1NvM+RJJdgGCTVlcvlqK2txfnz53Hq1CksLS2hoqICR44cQT6fx9raGkpKSnDnzh3GcnZ1dWFychLAj+4JVFQ1NTU9IDMSiURMcaR9iM5ws9nME2JqGNpsNiaMUc5RRUUFlpeXUVdXx34nhULBk2bKSmloaOD9LpFIYH19ne8HkUgEExMTkEgksNvtuHPnDlPrCNzQ29vLwZIkVW1sbGQJNAAmIDkcDhQKBYa0BAIBuN1uDA4OIpvNYmpqiqfPXV1diMfj7DtNp9M4cuQIfD4fZmZmfub7/bYmCD+tOACA8+fPv50v+ytbFPtNDwpV8OSAJy1ta2srVlZWeORHSctXrlxBT08Pbty4gUwmwySbdDrNKEmBQMAPPHUl6+vr2UxrNpuZHBIKhSAWi+F2u2G1WnkTo4sqmaZMJhP/D0lbvF4vbDYbrl69ysnJXq+XZSeULCuRSDhUiUI4CEW6s7MDl8uFXC4Hr9eLvb09qFQqHjfSCJaQrOl0mnMNgsEgAPDfo/8fwE9M3v7xdT82d2dnB3q9ngsEi8XCUg6KuI9Go2xSJjqUVqtFsVjkDhAAfnkoovz06dMsJchms6xzpBGe1WqFVquFWCzmoDiNRgOFQsEXObrA5HI5fOlLX2K/gUajwcLCAiMENRoNbDYbb7C9vb2sqaQLYHt7O286fr+fUWoklaIxK02r/H4/Twb0ej3TX+jSQYY0kgiRrMVkMvGFknCfRqMRbW1tWF9f525pWVkZJ3nT1IR+3o2NDe74vpMXofyoE0yUCDKiEZxgZWUFSqWSu5HUDQuFQjCZTJicnMTk5CROnTqFQCDAsiGz2czdt3g8zk2Gjo4OZDIZlJaWYmJiAu3t7XjzzTfx1FNPQaVSQSaTIZlMwuPxoLq6GvX19TCZTMxhP3PmDE6cOMFNhZWVFQ4lXFlZYa1xT08P8vk8otEowuEwJiYmYDAY4HQ68alPfQpra2ucd0AdNspLWF9fRzabhUQiYa00HaIVFRUQiUScyqzT6fhdpp95Y2ODGfpEFyFvCmmpt7e337JAoOkpyQaJRgTsd8JpGklhjKlUCgsLC6iurmbjOGW6APvhh/Pz84wI7Orq4mwL6lrSvkvSIOrsLy8vY3d3lwlvxWKRCUfk91lZWYHJZGLKCiXqUvI1UUWI/kPySPIVkByLOsCUh9LY2IiysjKeDpDEsrKyks2eRIlxOp1sIJXL5QwpIO8Uoa1JYiESiTA1NQWNRsMeDpKXkAyUuq80FYr9MBfi18GDYLVaEY/HMTo6ysUhSYTvv1xTGjHhZ81mM3w+H0ZHR9HY2MgJ39RoCQaDWFtbw9GjRxEOh3Hx4kWEQiEcOHAAWq0W7e3t/E76fD6cOXMGyWSSIRmkwff7/TzVMRgMkEgk0Gq1+P3f/32IxWJotVqeYMTjcej1ekxOTqK+vp79Cqurq6iqqmKvAPmS2traWBZDAWukQyeoRCKRYPkxfVYA2GtDOQebm5s8cZJKpZiZmUEwGGRgx+bmJt9JaJpQVVXF1LBoNMrnM/m77m8EFotFphFub29DJBJhbm4OTU1N8Pv9aGhoYC8BvUe5XI4bXU1NTXzRz+fzTKMihG88HsfBgwfhcrk4I0GlUjHmc2pqCsePH+fzt1AocKMgHo/D6/XyhZoKu+3tbVitVigUCsaiqtVqSCQS5HI5lm6KRCKcOnUKAJheNTIygsbGxgdklhTIdv78ef4ZNRoNJywTAp8a1Z2dnbh16xYOHjwIALh27Rr738LhMFpaWrC8vIyWlhZWaAwNDWFgYAA9PT24c+cO+4tsNtsDMmGv1/tzU8p+KULDz372s/jkJz/5y/jSv5S1trbGVJf19XVUVVUxT7dYLPJI0e12I5PJ4ODBg2yoCwQCeOSRRwCAtdx08XM6nXj44YeZMGK32+FyueDz+dDU1MSudsKpLS8vM1GBAlWoY0GXf7lcjpGRkQe08XQIJ5NJ3L17Fw6HAwcOHGBcHl2Wz58/j0QiwXrN2tpavPjii3j44Ydx7949RjBaLBZOR6XNh17qQqGA9fV1NDU1YX5+nh/OyspK1rsBYPIISV5+0qI/v39qQIs2Hxo5OhwOlljQNKOurg5Op5M3BJ1Ox6gzogjRf4fGkBSlrlar8cwzz7DWnpKnHQ4HJicn0dbWBovFgrKyMsaE0fSltbUVm5ubWFxcRHNzMxQKBf79v//3LBfr7e1FR0cHlpeXoVQqmW9Mm4DJZEI6neaoeEo3Jg1sLBZj2QJt2uXl5WykKykpYUkJXfrIaEnZG6STJUTfzMwMwuEwOjs7GftKpARCuJrNZrjdbqysrGBpaQk1NTWsx3/jjTdQWVnJyZv3F3/v1CWVSnHjxg3my5MuXCAQwG63I5FI8DOv1+uZ3b22tsZyBIlEwujBy5cv4/Tp0ygrK0NdXR0TqEhfSkmtfr+fpYJHjhxBKpXCSy+9hMuXL8Nut7PROBqNwmAwQKFQMPfe4XBwOitlgKRSKTgcDr60rq2tQaHGrBZjAAEAAElEQVRQwOfzsexndnYWNTU1LDukBHLqgE1NTSEUCrGniC7hoVAIa2trTLaprKxkpLFarUZtbS03PID9Qp+kOaFQCG63mz+H+w3IZKh8q0XTRJ/Ph93dXTbs0eWcLv8TExOora1lqMO9e/fw7ne/m/NXqKhQq9VsDtbpdKipqcGf/MmfMIN8Z2eHLxQbGxsQCAQ4cOAAFxRCoRCZTAYikQhHjhzBwsICJiYmUF1dDZ1Oh6amJqytreHb3/42nnrqKc7KUCqVjA612WwYHh5GT08PBAIBlpaWsLKywgx9iUSC5uZmLqQuXryInp4e9muVlZWhsrIS6+vrDFag52p2dpYvthQSRQFyGo0GW1tbGBsbYzACTQ5bW1vZ42Y0GjE1NcWThKNHj7K3i7rSxJmn4LR38trb20MkEoHZbOZG0Pr6OjY3NwHsS1e3trZgs9ng8XhQV1eHeDyOCxcuoKKiAru7u1xITE9PIxAI8J5sMBj4eT9y5AhcLhdLTrLZLD7zmc/g3/ybf4OOjg7s7OzgS1/6Es6cOYO5uTlMT08zCITO3lAoxMnn9I6SwXRjYwNzc3MoKSnB4cOHsbCwAI/Hg9LSUtTU1OCVV15BT08PFhcX2cOwtbXFXiQq8EiSQx1nmvqurKyw5y2Xy+Hq1as4deoU9Ho9dDodrl69yrjMSCQCo9GIbDbL0/uRkRGUlZXBYDDA5/PBYrE8YJCnqShJjvr7+5nmBuw3C71eL6sTdnZ2cPr0aS5U3G435HI5hEIhAxIocX1vbw8tLS2QSCQYHh4GAP6+jxw5wr+z6elpHDx4EFeuXMHx48dht9tRUlKCaDSKgYEB9qPU1dUhEolgfHwcOp0OWq0W3d3diEQi+P73v4/nnnsOBoOBm38k+1MqlSyDpGA1UpYUi0VEIhFMT0+zX2hkZAQymQwWi4UlhzQF6e/vRyQSQSKRgN/vh1wuRzabhVarhVarxfj4OMbHx1FTU4OtrS3+rAlUQncdiUTCctLBwUFMTk7C6/WipaUFnZ2dcDgciMfj7EmjYpGQuz/PelsFglgsxjPPPIPu7m7odDo2R9L6degs3r+mpqa4EiOjKTFvaeS2u7vLXZ5wOMyoMzL7eb1epFIp6PV66PV6VFRUoFAo4OWXX8bZs2dZrzs5OYkzZ85gb28PLpcLt2/fRkdHB6O+yOxGhqdUKsWYwdnZWZbSmM1mxl+S6fcrX/kK47o8Hg/i8TiuX7/OXPz+/n6+1FERRB0IMhuJRCKWTJGW9e7du5w+2tjYiMbGRmxsbHB6osFgwMrKCkua7l9vVRyQ/ICCRMiM/eOLPgPqRNzvVaBUYACoqKhgKcTS0hIn51IwWTQaxd7eHse2E96VYthFIhEEAgF3zTQaDex2OweUFYtFNDQ0oLy8nC9oEokEGo2GDYlEbSGGfW1tLSMoSTZEWm1Cr5IuGgDrVik8isaVNFGihO+pqSnWcxJrmrCRsViMp0nUwaQO+d7eHhwOBywWC2d++Hw+LkjoObLZbIxG7evrY0wiAC64KKSHfq538hIIBKyZValU3OUliYVGo4Fer2d8JMkTyDBLaMj7x7CE6KTJkEql4t8t+XVGR0dx5MgRPlwAoLq6mgPKXn31VZSUlOCxxx5DJBLBV7/6VdhsNszNzeEDH/gAT6gogXlpaYnTg6koJLpZX18fDAYDRkZGEIvF0NnZyYQxwvHRgUDoTNprxsbG2BBsMplQVVWFlZUV5oVrtVpsbGwgHA5DLBazqZguYSKRiNn5APiyIJfLfyoGd3t7m59NWtQl7+vrg0wm48Avr9fLshAak0ulUjYYE12OfBc0eqe0WvJzEbmGQoRISkaXAdq77w+22t3dhVqtRiKRgEAg4D2U8KVVVVXsJaHQzFQqhVAohIWFBdhsNjidTjZVAmBgQ2lpKWZnZ5lac/XqVf65KfGYQgqPHDmCmzdvory8nE3Hm5ubKBQKLEVtaGhg34zf78fGxgY/G7u7u0in07DZbHC5XPz1aVKdTqfZnExG0nf6KhaLSCaTjAAH9iVEhIP0eDzo7OzE9vY2d4ZLSkrQ1tbGZLeuri7Mz8+jvLz8AckbkfokEgmKxSJ0Oh22t7d5MnDixAlIJBJ+vtrb23nKS34FmmovLCywx4AgBDR1DAaD8Hq9yGQyqKurw4ULF2Cz2XDjxg2UlZXhsccew7lz53Dv3j0GXwD7xbdarYbD4cA3vvENfOxjH4PBYGC/4e7uLt544w3s7u6ynIbITtQQkEgkmJiYQHl5Oe7du8efKxWWBFKRyWSQSqWMXBWJRBgYGGBJ2+bmJk/BSeZYW1vLQId0Oo29vT3s7u5iY2ODn0utVoudnR2e4i0sLOCxxx5DWVkZZ7AA4Hfb4XDw75bOMZoO1tfXQyKR4AMf+ABKS0t5+klNFSo4iOZI+TKkdBAKhRCLxdw8JPoRGZipWKE7CQEZSktLWb6Tz+dx+vRpLC0toauri3/PiUQCOp0OCwsLUCgUuHXrFqxWK0uYxsbGYDQaMTk5iWPHjqGxsRFjY2MoFotwuVzo7e3l341er+dpAhWg+XweqVQKJpMJKysrXBgRpCEej8Nut0MqlbLUmcJhf9Z6WwXCZz7zGRw+fBhTU1OMEKNFm+iv06qpqcHt27c5PEsgEHBxcOTIEdbXajQa9PX1MYbq+vXrqK2t5XAT6qy63W7o9Xruvr722mt8EXj22WeZ0rG8vIxsNotIJILz589z9erxePiiF4/HoVQq+eIYCAQ40psCPEQiEVwuFwYHB5lucuXKFbS1tfHkg6gM9P3TaJk6+E6nExcuXMAHP/hB7jrv7e1hamoK3d3dOHDgAC5fvswdddoAZ2dnYTKZePRWVVWFaDSKnZ0dZDIZno7cz9WmQuJnBXbQxRXYv4gQreB+s2IsFuOOh8lkQl1dHedSZLNZ6HQ6KBQKzM7OIplMcreY5GSFQoFN4Ht7e9zdJfoRyaYOHDiAdDqNSCTCGzCRYyhH4/7u6dbWFsfS089bKBQgEokQi8WYaU/eg729Payvr3NBFAwGodfrUVlZyUm/pJEmIx6wv5m7XC6IRCLWhRMnn0g45IWh0TcdLISHzeVyyOVyMBgMeO2116DRaLhopmKAouKBfb66Wq3+tchCIXoUhQyWlZVBpVIhk8lgbW0NFRUVrBslOQmZuSgPRalUYmBgAHt7e3A6nVhfX2fELEnr8vk87HY7Y+2kUilCoRDu3r3LuSmPP/44F4F0gIrFYjidTp44nDhxAqOjo8hms9wVJ8ys0+nE7OwspFIpE8dIM/v666+jtraWJQkmk4mlclevXoVIJMLZs2exu7vLQTtEY6mvr+f9jRK7FQoFrl27hlOnTvG7TY0BhULBkzQiNm1vb7PP6icRi2jJ5XLGTwL7+y/5QSiQKRgMsv42Ho9zCJ3H48Hy8jJKS0tZEuHxeBAMBhGLxVBfX8+eKqFQyNKOnZ0d1NbWMkFqaWmJGxWdnZ3w+XyIxWLQarV84K+srMBisfAFIpPJMGf+E5/4BPuCqEMoEolgtVrZGG21WjmN/KWXXkJfXx+qq6uRzWa5CAgGg7BYLLwn0x4iFotht9tZFnn48GEuaijIjrxOa2trMJlM/DOFw2FEIhF0dXUhnU6zbwTYb6ZotVqmw4lEIphMJu6K0ln+s36H74RFHP14PA6dTodYLIYbN26gvr6eL99arZazZmZnZ1nGScAMIrqQTG99fR19fX18LlPS7dmzZ/nS6XQ6WY9OUhyZTAaFQoFcLsfnnVarhdPpZN340aNHsbCwAKvVCo1Gw/I4Cr8iwzlNEsbGxuDxeBiisbW1hePHj7Pcd3t7G5cuXcKxY8c47ZfgIJS2q1QqsbGxgfLyctbhx+NxXLp0Cc3Nzejv74fH40GhUGCZEgBuRtpsNmi1Wuj1emQyGdhsNni93gfuDfQ5JhIJ9kRRloPFYmHvZmVlJYRCIRobG/mZpNTl1tZWpFIpOJ1ObG9vo76+HiKRCFtbWzxlJ2oeNU3uJx1VVVVBoVAgmUzy50X5AjTh1el0SCQS2N3d5clrNpuF3++Hx+NBOp3G3/3d3+GTn/wkf1bUVFSpVEwByufzkMvliEQiPLEiadmlS5dgsVhgNBoZt07G7f7+fmxsbKClpQUejwdqtRo3b95kdDSlf0ciEZw7dw4vvfQSent7EY/HsbS0hMrKSp4oUlDs5uYm1Go1FhcXYbfbOfna6XQiFApxJksoFIJUKsXs7Czf3X6e9bYKBKLt/Dibntbf/M3fvJ0v+ytba2trGBwcRLFYZAIPdcRu3ryJgYEB7tiTJj+dTiObzUIsFrMemCQfZrOZ9bOXL19GWVkZp+Pq9Xp2qzc0NMBut8Pv9+PMmTNs6I3FYkwUIHMcGeyoA5bL5VBSUsJdKarm5XI5m+eIVmQ0GjE8PIzBwUF+OMi0Rxfwxx57jDdLMtXRBZo200AgwNr0fD7PlCUakzkcjgfMwyR5oX+f8GU/PlUg/d+Py4zuN1lT15DIDvfLW8icTeEgxWKRR5+RSIQDv6i7S3kSABglSgWUyWTiiQ3pDhcXF1kbCOxvUESGuH79OuRyOU6cOMFfy2AwYGJigiVb9LWAfWoFbaRk3Cb8aCaT4UlVPp+Hy+VidGU0GuXCgDjz9PvQ6/VMe6CigyQcZKaamZmBXq/H3NwcNBoNc/LJJyESiVjatrW1xZ/TxsYGurq6oFKpoNPpsLq6ikKhgJmZGTQ3N/8/ePt+uSv2wwTixcVFNvCSXMtoNDIqtK6uDhKJBGtra0ilUtzZJjMePRPkZyCNbCqV4mKaOt9erxdjY2N49NFHcfDgQUbbUoAO6feJFJXL5VBfX4/6+nq0tLRwYiphBokmpdfrMTExgUKhwJdMk8mERCLBTPGBgQGIRCL4/X6MjIygu7sbBoMBjY2N/Mwmk0kO36EiLx6PIxaL8cFPRsI333wTKpWKMcZ+vx9arZY5/JSqCoDhDrQqKiqYRHT/IjmkVCpl6RewbwqlA5/+GSF/q6qqeB8lbS8dehKJBOPj4yxLIskeddbEYjFCoRB3mdPpNFNISKJA/4ymr0ROI/QvhVwKhUL4/X7s7OwgEokgn8/zO0N7fiKRYEkQdW/pbCDP0OLiInK5HORyOTweD0+iqHlx+/ZttLa2Mnvd7/dz2BKlABOCm0LZiGJGE02iUVVUVHCzCAAbp+miWVZWxib96elpZLNZbna9k9fMzAxfxGI/TJgnpKXT6eSiuq6ujgtYKvrped7Z2eFueS6XQ3V1NXfaE4kE5HI5jh8/DoPBgEKhgJWVFZSWluLUqVPY3d3lUEJg/1lNJBK4c+cO+wtff/113L17F5/73Oeg1WrR0tLCRTi9c6lUii+ICwsLnKxLnonBwUH4/X7o9XrI5XI2Py8tLeHRRx+FXq9nqAoVuSR/oS4+AP47lKo9PDyM7u5uVFdXY2lpie8uLpeLfT8AuPCgVV5eztAG6kwvLi5CqVSyB0Qul/NeSGt5eRlWq5XfbVqDg4MsT5ydncWjjz7KAYpkSKdmKeXY1NbWIhAIoKqqCpubm2hvb2e5tVwuh0ql4nsU3dWkUil2dnYQCoVw7do1GAwGdHd3QyqVwmazsf+OVBv0OdG5HolEEAqF8O1vfxsf+tCHeDJBn0E6ncbg4CDm5+ext7fHkr6Ojg4IhUJMTk5y0UXkJqvVimKxCJFIhEKhgLq6OggEArz00kuQyWRYXl5GfX09gP2zTCqVolAooKGhAVNTUzwxJLM+SRoBMFAj9sPsF5oiExb951lvq0Dwer0/sTgAgD/4gz94O1/2V7b6+/u5K01G3vLycv7FkyxkZ2eH9eRUnSoUCtTV1UGlUvFoOZfLobW1lTffd7/73TxmpgRlGlFPTk7C6XSio6MDX//613HixAnkcjmMj4/z1ydcWWdnJx9MdFheunSJX4ivfe1rTGmgA9Bms8FsNmNpaQlDQ0Pc0ScZwP1yqtraWoyNjbGmXy6Xsx4T2H9Az58/D71ez6N92kSIVX7/+vGLARUz9y8qGoAHzcm0CFEI4AE5AgXWeDwe9Pb2YnZ2FiMjIzh79ixkMhkOHjyIy5cvA9gfO1PxR+PLVCqFlpYWOJ1OnhKQ50StVkMoFHIXw2AwYHx8nFGxmUyGzZUGgwFisRi3bt3C0aNHMT09zdhSqVTKeRhU0FgsFuaUa7VaFAoFHhtTt6K0tJTpVhTPLpPJEI1GYbfb+XK5uLjIGxHwIwQmGaKI5NLX18fdjpqaGkxNTWF3dxe1tbWce0DhfNQJo67JwYMHcfv2bS6WyCQ9NjbGHbB38lIoFJifn2ez+fb2NnO6qdAj4ovVamUUILBPx4pGo8hkMvB4PKwhbWtrQz6fx/z8POrq6rhTR/kn6XQa73vf+7jrfOvWLTidTub6k65WqVTi5ZdfhlQqxcmTJ5HL5XDlyhXk83kcPHgQUqmUyTbnz5+HVqvliyMdLA6HA8PDw7h06RKA/eL129/+NlQqFcrLyxEKhZicdffuXUQiEfYYUTFKnVe73c4hfyShJLP+/f8sGo0+cMAQueT+4oBkbj/Jg6DRaLj7D4C7XPR/U7ijzWZjbB9NO1QqFWZmZrC8vAyTycR7hMPhwMbGBieK0/fjcrkYR7i9vc3+BUqZp+BE6izncjm4XC42HWazWdjtdqyvr2N2dpa7yXK5nKEORD0pKSnhIookUeRhoXDJQCDAMkUK1iotLYVGo0EgEGDf2+zsLEuKrl69iq6uLj7kNRoNS51KS0sfkJHV1tby1Fmv18NkMjF9jfDP1Fkm3wUlNRuNRqysrEAgEPzLX75f8mpubmbKW3l5OdRqNSorKzmzo6mpiXXklElE+zKZX91uNzo6Ojh4UiaTIRaL8WSHvGoUGuZwONi3RQZXkoJub2+zQV4ikeDrX/86Ojs78Zd/+ZcIhUL43ve+xx15ytrRaDRwuVxIpVI8/bt37x6efPJJGAwGvPHGG5idnYVcLkdFRQVGR0cRCASQSqVw6tQpZLNZvgBS2NnS0hI3ykifT4Z0r9eLpaUlltSIRCK43W5+93Z3d9He3s4kMb/fz0ASIuxQA4L2gK6uLpjNZqTTachkMpa1pFIpaDQaWCwWLC8vI5lMYnFxkc+7rq4u5HI5zt1pbW2F0WjE3NwcgsEgBgYGWGUQDAbh8XhY5kzQBUrNpnwEiUTC96aKigpGeedyOayvrwPYL+TcbjfcbjdP+uge0N3dzdOCeDwOp9MJiUTCuTnJZJKLQ2oaAPuobKFQCKVSiUOHDjGalaTE1BwWi8VYXV3FxsYGOjo6oNfrMTw8DIvFwl8nn8/DZDKhsbERExMTGBsbAwDYbDYsLCzAYrFwo1aj0XCoHhWGJP11Op1wOp0Qi8Xo7OzE3NwcNyV+qTkIr732Gg4dOsSmkR9ff/M3f/NrVSSQRjMcDmNjYwMymQwVFRVYWVlhB34gEOAHRaFQYHNzE0KhkC+twWAQlZWVqK+v524EADbj6PV6+Hw+xmkC+7Sn1tZWNDQ08Hg5FothbGwMvb29zPylQC6BQICdnR00NzdzIMfDDz/MScf/4T/8B8YDzszMMHYzEolAp9Ohuroa9+7dw87ODlpaWgAAIyMjOHXqFAqFAi5cuACFQsEBbC+++CJ3yIB9aoTP53sgQI1ChUj+87PW/aFowFsXDfevt8pIoEkDSQj29vYgk8n40p5Opx8Y3YvFYszMzHDSs0wm40KPRoPkTdjd3eXDnDjrpEMnSRflKhCvnC4bFHg0ODjIbHN6fkgSFg6HWZpB0jTqphJuEdj38TidTlRUVLBuOBAIoL29nWUCIpEI6+vr8Pv9yGQyjIW8/8Ann4VYLMbVq1eZAU6maZoGra2tMWWC8Ihk7sxkMlheXmZZBNFVflqT4J2yiNpE+Ma6ujqIxWIkk0n4fL4HTPZCoZDHuFTE63Q6+Hw+DjMqKytDKBTiopp0nna7HUtLSwgGg4zgJLrVoUOH0NPTg2KxiIsXL6KlpQVyuRzhcBg2mw0mkwk6nQ6bm5uw2Wys29Xr9TAajfD7/fjN3/xN1im/+OKLWFlZQXNz8wMM8eHhYczMzGBgYADAvrfqkUceQS6Xw/e+9z00NjbCbrdjZWWF09fD4TAf9BcvXsS73vUulgYODAxgfX2d3+2fpEun7uL9iec7OzsPyAppkRSBUmFp3V/8U9PC6/XC4XBwirHJZOJnUqvV4t69e6itrWVTKBVhjY2NHF4Wi8VQVlbGFynyDlmtVi6OCGFYXl6OsrIyhMNhuN1u9mKNjIwgkUjg9ddfx3PPPcfek2QyCYfDwdS3ZDLJqdE3btxAa2srotEo6uvrec9SKBQwmUwIhUJQKBTo6OjA1NQUY7SlUikGBwexs7MDt9sNn88HhUIBYP/AJxlZZWUlZmdnOU+DaHJU0JL8iHxkNCWdmppCT08PstksQzBKS0vhdDpZYuZwOH4tJEZCoRBmsxljY2MIBoNobW3F0tISstksTwgoJJN+F1qtFrEfZudQsiz56EZHRzE4OMjY8Vu3buHAgQNIJBKcFdPf349MJoPKykrs7u4il8vx193a2mLKTCwWYw8STR/PnDnDvpUnn3ySGw9k3K2trcXNmzfR29uLra0txGIxDk28cuUKIpEIenp6+HdOYWRXr15FNpvFyZMnsbi4CKlUiu3tbTQ2NvK0aXx8HO3t7bhx4wb7LWnvLxaLsFgsHBJKQXLAj/KIxGIxo09//NlYWlpiClY0GmWEeFdXFxKJBNxuN5/zNpsN8XgcVVVVkEgk3Dy7ffs2jEYjqqurOauApN4rKyvo7OyEx+OBVqtlsIvdbodSqYRQKGSTLwC+C9AZTIWXUqlEPp/H4uIiZ+Pk83n+3ugdon9GsiqSqdKeRl4/AguEw2EUCgWeOtD0qbS0FI2NjVhaWuJMqO7ubm5Qrq2tcXOYLv6UG0HFllQqhVar5TDXw4cPIxAIcDPAYDBw00kqlTIJi8AGRGUkj0lFRQVcLhc3e37Wels5CADw8Y9/HF1dXdjY2OAOL61Dhw7h6aeffjtf9l910fjq5MmTfJED9ok3mUwGExMTiMfj6Ozs5It9PB7Hm2++iWw2C41Gg0KhgObmZq7W9Xo97ty5g2effRaxWAyvv/46uru72SxDY2G6FJLOdGVlBfX19XyBzmazbJwlYw6F8lDFSHhWqq6lUincbjcikQiKxSJ8Ph9r1CQSCXdHKBBLKpViamoKVqsVhUIBqVQKU1NTeOqpp5icQ/hBkkgtLi5yBxz4UddaLBYzgu3/xSI50U9apEcUiUQPjD/p8yPiR1tbG5MSBAIBhEIhF0Dj4+Po6+uDw+EAsH9JIW2pRqOBTqeDUqlEJpPBhQsXsLu7i8cee4zpQoTNPH/+PB599FFsbW2hurqaSTg00k6lUixVslqt2NzcZMkaScKIPnLnzh0kk0lUVFTAYDBgY2ODL0wejwd6vR4bGxsQi8U8haJLZaFQgNVqRTabhdPp5IA0Sl/W6XQYHx9HQ0MDMpkMB1KR3wYA+0mi0SiMRiMH0jQ2NvJkyWAwYHV1FQqFgkkZ71RWekVFBVpbWzmdlhjalChNnXRCRfp8PkZ0UoI3kU3q6urgcDj43VxZWeEObWVlJSddHjhwgEfOy8vL6Orq4kAz6ogJBAKsr69zp5kO6qWlJZ5cEFOdUjBFIhHLU+LxOEKhEF9G29ra+D3e3d3lkbNAIGD4wksvvYSnn34aEomEO44HDhxgNCbRcyiEzOfzPeBNICkfgAdCxH5Skf+z3uGfthQKBQQCAacfE0RhdnYWg4ODGBoaQmdnJ6xWK8LhMGueT58+zfsTmTpJvrG1tYVgMAi73Q6dTod4PI4f/OAHePTRR2E2m5l4RDrmxsZGLC8v486dO+jv70dDQwMcDgc3SQqFAq5fvw6Hw8EmULfbDZ1OxyGW9AyRpyOZTKK7uxslJSV49dVX0dfXB6/XC41Gg7m5ORgMBshkMs47IJMyhTwRY57Q1dRt1Gg0TN6i55FSdwnlbDQakUwm0drayoVuMBhEOBxGU1MTyxWJPnfnzp139Lvd0tICtVrNfgr63Egi1tfXx56zUCjEUhkCqxBadGNjA7FYDH19fSzxIl+WVquFyWTCa6+9hr6+PtTX10MoFLKqYHV1leEebrcb2WwWFRUVSKfTPIl2uVyoqKiARCKB2WxmVDSZdskPR9Nmj8cDv9+PmZkZtLW1MXJ5c3MT1dXV/D2TmVqv1+Py5ct45JFHIJfLsbW1hZKSEsYPky9obGwMZWVlEAgE0PwwqC8UCj0g87t/og+Ap+bZbBbpdBqFQoEJfkqlEh6Ph6V35Lnzer0s8yNjPE0KyWNHU1hCodfV1SGbzXICOgFBlpaWYDKZ4PV60dbWxoZloVCI5uZmvtOQLNFut6OqqgqZTAarq6sIhUJob29HoVDg39u9e/fQ3NyM733veyyd7ejoYPNxeXk5crkcF+JEUltdXYVUKuX3h5oB9HscGhpi/y19DTKjy2Qy3Lt3jxHC1Mjb3NxkOTGFSJpMJgSDQXR2dmJ2dpb3Z5IEA/tTQkqzLikpwdbWFurq6pBMJtnfRme9UqnkKQQ1Nsj39bPe75Kf+Cc/ZT333HN4z3veA7PZjKamJnR2dj7wPxQv/Yus6upq/NVf/RWmpqYwPT2N+fl5/OAHP8Dg4OA/+7tNTU149dVXMT8/j8XFRXzjG9/gEc3bWRQkRoESFKTU2trK7GzS3CuVSg5Qampq4kNcrVZjY2ODx1CE8KOQEOp8hcNhHmfl83nMzs6y8YUuXEajEaWlpXzIU1Xq9XqxtbWFcDjMRr6ZmRn80R/9ETweD8LhMNM2yHBEyaykxTebzYhEIjxuItrSxsYGd85Jq0vdFtLGUjeOphLU7b7fu/D/atGIm0gRP/5nNCWgbAWr1Qpg/4JLGzQApktRV5RShktKSh743aTTaWxtbWF8fBxKpRJra2uIxWLw+Xy8aZw8eRJqtZqnFC6Xi+PSM5kMvF4vlEolisUi6zQTiQSmp6fhdrtZz5jL5TA8PIw333yTcXVkgC4rK0NFRQWSySTjLMlERs/L9vY2R6uHQiFIJBL+TPb29lAsFhEIBPhyMT8/z7hcQnzS1GRycpJDZgCwYcpqtWJpaYkvnnt7e6irq4PBYMDy8vIDaaA/a/0q323SF5NEoKurC01NTaitreWRu0Qi4QtvPp/ndE7So1JXuqqqij87wgDLZDIursn/sb29Db/fj/HxcQ4HSiaT2NraYj8Njfyp80Y0EKFQiEKhAK1Wi8nJSWxvbyMSifBFmwp/Chmi5HP6mm63m/1IRFu7c+cOysrKeFJJv2eS7xCLnULdAoEA5ubmEI1GmQH+48XBz0Oy+lnFAXXG6Wvev4ijTt1wAOzjIa+V3+9nOYhGo2HuN5HDpFIpS0rIW0BFs9frhUgkQk9PD/stisUihxYCYAoY7ZHkayA0ajqd5v2E8IHRaBQjIyNIpVLcjaRJhlqt5rRVggKQr42+h1wuh2AwiMnJScZaymQyNmHSZ9Xc3Mz4bPq9mUwmmM1m3h96e3tZZlVZWYnq6mrU1NQgk8lgaGgICwsL7POiqQpNMX8REuGv6v3u7OxEPB7HwsIC530Qpre/v59lmvQz0u+fErfJp6bRaNDS0gKRSMTSGMoUAMAm6PX1dfY3vPjii4hEIkzP2d3d5c9PJpNhdnYWQqEQKpWKc2e0Wi2T1IaHh/HVr34Vy8vL2NjYwOzsLFP4xGIxLBYL+vr6sLm5yXQsi8XC0wIiK5GhHgA3/ux2O9RqNSoqKpielc/n0dDQAIvFws85FQX0+ZCM6f4UbcKfkh+RmmuxWIwT4ktLSxkT7nK5EIlE+CJfWVkJj8fD1BzaE9LpNBYWFjgTgCahvb29SKVSmJubYxAI5QjQuU2heKFQCPF4nAEuYrEY8/PzuHv3LtODiHBFEihSiTidTpjNZhQKBca1U0OWcm6uXr2K6elptLS0YHd3F9FoFAsLC1hcXITb7Wb5GnmIzpw5w2han8/HCNLt7W3OLnC5XJiZmcHe3h6Gh4eh1WphNptRVVUFg8HAfqOysjLs7OxAIpGgp6cHTU1NnHROYAixWMwKB5IpEs6czmaRSMS5LUTza21tfSDd/qettzVB+PrXv46//du/xZ07d97yz7/0pS/hE5/4xC/0NS9cuACDwYCzZ89yh+a///f/jo9//OM4d+4cXn75ZQD7I6rx8XH87//9v/HZz34WQqEQ//iP/4gDBw6gp6fnF+p2UCeiq6uLK8K1tTX09PQw2eT+DhAANo2SA/7OnTsoFAoYGBjgoDGLxYJwOMz88mg0imPHjrHuny7mOzs7SKfTTNohA1x1dTVfVi5evIhDhw6hoqICa2tr8Hq9OHHiBB8EFy5cYP9EIBBAX18fpFIpo/dee+011qSS4S+ZTEKlUuG1116DXC7HQw89hGAwyEFJ9LPG43GW1RCzfXR09J+Zicl09VaBSP/SdX+Ogslk4qCf+6VK9/8d6ryRZh8Aa6upEyeRSKDX69HQ0MDJjslkklnRFRUVzJgnGUgul8OBAwewsbEBv9/P3XWtVguPxwODwcA4SyIQeTwe1v3S9ycQCLC6ugqLxQKtVstaYYFAwIFaZLBTKBRYW1tDLpfjQoiM38C+Fp70xKurqygtLWX2MqVeGgwG+P1+mM1mSCQSxONxbGxssNzNaDQymSmfz8PhcGBoaAgnTpzAjRs3WC41MjLCsfUOhwMikQgTExM/V9rqr/rdpslRoVBgzSvJZqhrU1tbi1AohO3tbdYQ32+S397ehlQqhVqths/ng9/v54TSjo4OJiWlUim0t7ejpKQE8/PzWFpawuOPP84AgnQ6jZdeegmnTp1iI2F9fT17lEjPm0wmsbq6yt6RQCDA/H3SuX/hC1/AmTNnUFZWhpdffhmPPPIIQqEQ6urqsLy8jHg8jsbGRp5Ikr6eQrq8Xi8b6IgatLS0xHLHxsZGLC4u/rM0ZCKgbW9v/zPf0P0Fw0/aD94qXdloNPKFnN5bCk7K5XIsVyLDOHU0GxoamP4VCoX4ax84cOABU67NZsPGxgZEIhFaWlrg8/mQTqe5o9bS0oJYLIapqSno9XqoVCo4nU7E43GUlpbCaDRCJBJxyjFNCH0+HzKZDNRqNaMs6Xvo6+vjwpxyRyiR3mQy8bTn3r17jExeWlqC0WiE2WxGMBiEUqnE9vY2GyZJWkTNJEI5E6I1GAwyQjqdTmNmZob3fiJxkXSpsbERer2ezxVgnyhF7+HPm6T8r/1+07v9xBNPYHp6GkKhEAqFghnwoVDogTRuauyFw2G0tbVhfn4eqVQKCoWCMbXJZBIWiwWXLl16YI89deoUnxGJRALNzc1Qq9VwuVy4c+cODh48CLvdzsXr1atX0d/fzzJhkixubm7iscceg91uRzgcxurqKtbW1tho+uyzz/LvzOv14oUXXkBPTw8qKysxMjICh8OBmzdvYnBwED6fjzv5xWIR4XAYyWQSSqUS6XQaEokELpcLR44c4Wnh0NAQh2USwQwATx3pfLm/2w/sN1j8fj9LVePxOGw2GweVETyAzkpaTU1NLKulXBOv18t7Kj2rVVVV/Ey2tbVhZmYGUqkUFosFNpsN8/PzqK6uZvklEdRoikAJ0W63GwMDAxwMS4nRNTU1MBqNnHFE3k0iMdH3Ro1R8pdarVbMzc3xvYcKoOrqapb30KSNcm5WV1fZ91IsFhEMBrlRTGnO1CA2GAywWq2QSqWYnJxERUUFMpkMT058Ph9cLhc3gcrLy5HP57GxscE4aJpwUphsMBhEV1cXZmZmuAFEez9N0xcXF6FSqeBwOHDt2rVfzgQhFov9xOIAAP7iL/7i7XxZfP7zn+cHNZ/P49/9u3+HQqHwgJ/hc5/7HIRCIf7sz/4MAPjPq6ur8Xu/93tv67+7vb3NYz3iy1JoR11dHRobG/nSLpPJOMDr+vXrqKqqQkNDAxsSydyrVqu5K1FeXs6SFZIS0IZjNBpRVlbGDN77DUfUvaSusN1uR0NDA48JKR1So9GwBMhkMvFlNR6Po6+vjzngRNmYmJhAWVkZDh8+jNbWVmxsbCAajaK6upo774uLi2yOGhkZ4QMV2DcTV1VVwWq1wmw2QyQS8YFPmRhvZ4r0Vqu8vJz/72QyyV2P+70JVB0D+89mRUUFqqur2WBG1BG6FHZ0dDDuzefz/TNk58rKCk9kiC5ClCXKiaBJE40XKXBIo9HAaDTC5/NBJBKxxKdYLPLnTIUIbXbUPaVLeigU4ssmaamp+BAIBFCr1RzKR5dUotxQ0alUKlFfXw+NRsMIP+oykw6avgez2Qyn04mNjQ3ubGazWTQ1NSGXy2Fvbw8GgwHJZJIDvuRyOTQ/DAT8edav6t0WCoVM0iH/x/2X046ODvT39yP2Q/Z7U1MTJ3CXl5fzdCYej0Mmk7GenZ4vhUIBrVaL6upqNivSgW02m2G1Wpk+tba2huXlZSQSCZYy0AG/vLzMQYmUb6DRaCCRSBAIBHhfam9v5+yG973vfSxTIykCSWRoCuZyudiPQ8Ftc3NzuHXrFuv8PR4PAoEAp5Xq9Xp0dHRArVbDZrNBLpc/wJqnSeFbTZCo2/jTmgX0Z/frYOkSTBctAPwcU4eZfjcUFKRQKBCLxThYkNK9ycBLBj16X69du4bV1VUsLi5yo4OMy6QnlsvlbBQWCAS4c+cO1Go1I1hJpkOSHsorEQgEmJ+fh81mY28CPQ9Emyst3bf8UVNgb28PHo8HRqORTedKpZL3FZ1OB7fbzZ+XUCjkjB3aZ6k7THQ80k+TXIO8awCwurqK27dv8+WQzKISiQQ2m40vJ+SR+kXWr+L9JvMtmb1bWlowPT2NfD6P2tpaHDlyBM3NzZyObDQauaFGPj6xWIzbt29Dr9fz2eJwONDU1ASNRoPy8nJUVVVBq9XCYDAw254IWGazGZlMBm63GxcvXkR/fz8qKipw7NgxyGQy7vTbbDY+g+kMIRLhww8/DLPZzF42lUqF9773vRwaJpfL+RKn1WrhcDig0WgwMjKCeDzOmSU7OzuYnJzEyMgI1Go1RkdH8a1vfYs/r2AwiPLycphMJqZUEQKVJNAGgwF6vZ7/fHZ2lnX+LpeL5Y7k0VlcXOQi4P61traGYDAIsVgMn88Hp9PJ+QVtbW3QarU4ceIEF3vAPpWqp6eHwRlOpxNWqxUjIyMMiKHgyFwuB6VSyXcqk8mEq1ev8j1OrVazsoEkPsViEWtra3wXIwCM3W6H0WhEPB7n38+VK1dQWVnJU3iBQIDGxkYYjUYcO3YMZ8+eRWtrK3p6enDlyhXcunWLJYwkcXO73cjn89je3n4gV6Ojo4MLlc3NTSYkUvq1TqeD1WqFXq9HoVDgqfD9WUmNjY3Y2triz44aBZOTk0xFXF9fh9vtZl+hUChEa2srXC4XS8N/1npbJuX7Ux3fap09exZf/vKXf6Gv+a53veufGVJJdkHmk5KSEvzGb/wGbty48YAL2+fzYWFhAc899xw+//nP/4I/zT4O6uzZs6x1pewB6mDR5UGr1TI3ncbH1dXVPMYnFj6FTsnlchgMBh73u1wujjyfnp5Gb28vYrEYampq+EJNunZ6eJLJJBoaGvjBpUkDdQRVKhWnbnZ0dEAul3MOweOPP47S0lKWIo2Pj3On6Pz582hqaoLRaMS9e/c43TccDkMikcBgMCAajXJHUCwWY3Z29gFJw+7uLqdDl5WVcSf6/vC2f+miTZtMobTu1zLSKB74kSeBaEUKhYKTps1mM+v1KKmWfBzAPkGgo6ODO4SRSASXL1/mUWckEkEgEIBYLMbw8DCCwSAGBwdZp7m5ucnm38nJSXR2dnJGRTKZxMGDB5FIJLC1tQWr1cpyo6GhIdjtdkaS6vV6FItFHiXL5XKePFHBRB4MSqDU6XR8uQ8EAjCZTExuojAXYN/UVFFRgbm5OQ4aImMiFWA0ASNJE2E4SRaXTCYRCAR+IqHmx9ev8t2uqalhPTt1lqLRKFpaWqBQKFBSUgKZTMajcwpMcrvdWFhY4Omc2Wxmgx5t4BQ4RN+vy+XiEBqVSoXFxUXodDpMTU2htrYWdrsdq6urOHbsGNLpNCeqXr58GU8++STL5gAwinZychKNjY3QarWw2+24efMmrFYrGhoacOzYMU7QTafTGB4eRjweRzweR6FQgEqlwtzcHCorKznoCQAbzUtLS5nEBeyP/+vr6xlzS0nto6Oj3Bygff/n/d3fv0heRYu+n/v/ORXHZEBdW1tjStf9E93Z2VkMDAwwklGhULA3RyQSsexPr9ez5OP3fu/3OFiopaWF/QVisZglDHSZXFxcRDabxbve9S4uhAKBALPvyeBK2u6uri44HA4OGaQL0+TkJLq6uqBWq7GzswOr1QqxWAyXy4XNzU10dXWxCZEwkzQhUqvVHOhEjYjt7W1UV1cjkUjwO0tUGzofSLbU0dEBkUjE5spcLseUG2D/QkYJ4iSvIDIaFQ8/z/pVvd8OhwO1tbUsi1pYWEBPTw9LXiYmJtDY2IhcLscd6GeffRZXr17FysoKzp07x++bWCxGRUUFWlpaUF1dzbLSRCLBE+CVlRW0t7fDYrHg8uXL+OAHPwiJRIKSkhKEQiHO40kkEpxjMj4+jocffhgikQiBQABCoZA/21dffRWnTp3iTjRpwnt7eyGXyxGLxTA7O8uUNaPRiDfeeANSqZT3NGL8J5NJlqn4/X7E43Hk83kcPnwY165dg1qtRlVVFZaXl9knRT6MeDzOXXSS6tz/fjudThiNRgiFQi66idoG7EvzSJ+fz+c5LDAYDDKUgPJnvF4v44+vXr0KYN83SIAD8nUQpIP2iPb2dr5U19XVcSYFfZ91dXUYGBhgfxg9E+SVSKVSPDX/zne+g3g8jv7+fjQ1NXFqtVAoxObmJgwGAzQaDa5evQqtVsvSRfIRrq2toaamhvNt+vv7oVKpMDU1hbq6OgQCAc6joiwIoo0RfYgmiISGJeQ2SSH9fj8rM1QqFe8D165d48KWpnXA/t7Y1NSEra0t2O12VkLQGS6VSjnrhN6dn2e9rQLB6XTiz//8zzExMYHNzc1/ZlIeHBz8hQuEt6LVUEDHP/3TPwHYP+xVKtVbJnSurq7iiSeeYEPNL7Le8573YG9vD+FwmHWtNIK9XwKSTCbR3NyMQqHABzBpt6nDRsjAw4cPIx6PIxAIQK1Wc3eOAjlIW3/hwgWcO3eOzUs1NTXc5SQMYTqdxne/+12+WKRSKVRUVDDKjAgco6OjTPtobW3ljdFsNjPnfXh4mBGZNpsNpaWlvGHfuXOHL0Pb29uw2WysjfX5fA+gNbe2thCPx9Ha2oqqqiru0v68+Cxa98uDftqi7wPYv6RQF3Nvbw+5XI4pNLRx3i85IukBGU9nZmbQ1NTEGxgl0zY1NXHoGQXVkf6TDnFg/6LQ0NDAHSCiHOXzeczMzDCdJJFIwGq1orq6GjMzMygpKeHx4fr6OsrLy2G1WjEwMMCayPX1dZSUlMDlcnGaM3UF6QJJCEi67NBGSXppKupyuRySySR7WAKBALRaLQQCAVpaWrCzs4OFhQW+RKtUKrhcLjbQ0jPe0dEBYL8rRBe0ra0t1NbW/ly/41/lu725uYn+/n4uIAk24Pf7GYd49OhRaDQaPP3005yILJVKeVzs9XpZX1tfX88Skvn5eR47kyGvr6+PC2u64JrNZlRWViKVSjF1i0ysCoUCg4OD2N3dZSTquXPnoFarefS/tLQEhUKB3d1dTn+mw1wul6OpqekBidPVq1fR1tYGnU6H4eFhznUhgyOFGVEaKHW3ALBfhzr01D0PBoOYmpr6iU2hn2f9+DnxVv+cOunRaBQlJSU8ERCLxdBoNBwMCYBDqehwJelHfX09tre3ufPmdrvR19cHgUDAhn1CUtMInwyYy8vL3HGjbBMy56+urnJaLKU8UyFI0jUATDw7fPgwKisrMTk5CavVio2NDTQ1NeH27dvo6OjA5ubmAxcRhUKBUCiExsZGxH4YAknac7oIkCmxtrYW8Xgcm5ubzDUnmZbL5UI0GuWJQD6f58YBTSmo2ULI23g8DrFYzFMIu93+c/9ef1XvN72fPp8PPT09HAJFMmDyymk0Gjz33HOcijs4OMhm8HQ6jY6ODpaNELEwHo+zoqCkpASXLl3i4mNvbw8PPfQQtra22MOgVCohk8mgVquxtbWFyspKFAoF+P1+zsigSzJNJRsaGrCxsYHNzU3cunULNTU1eOyxx/j8l8lkqK6u5ouuyWTC9PQ0ampqYLFYuOkH7Bf9yWQSd+7cwYkTJyAUCpFOpx8gkFFTgM4HmrqXlJRgfHwc4XAY2WwWZrP5ASqhXq9/wIN0fyaQwWCASCR64NmhtGLgR2GohJMGwA0To9HIzdOSkhI88sgjTNMCwKZkhUKBoaEh9PT0QCwWs7+AMKJUMIjFYs6K+vKXv4yOjg5GINP/jkQiUCqV7EGbm5tj2a9YLEZvby+nudNnkEgk0NbWBrfbjcbGRqytrTHIpr29HblcDpcvX+Zsonw+D6VSyZ+Z3W7HyMgIS6QEAgFiP8xoKBaL2N3dxeLiIh555BHcvXsXIpEIra2tWFlZwcrKCgef0ZTA5/OhrKwMNpuNKXfkKUylUpifn2f8s16vR21tLSso6urqIJfL+bn5WettFQif/vSnAeybk95qvRXP/u2s3/md30EoFMJf/dVfAfhR1/St8HkURkWR6m+16CGiRbINo9EIgUCAqqoqVFdXw+PxIJlMslGLTIekVyWcHOkbl5eXGYtlt9vR3d2Nzc1NhMNhrgLVajVkMhlryb71rW+hpKQEbrcba2trLOMoFosoFotMEXn44Yfhcrnw2GOP4Y033kAikUB7eztMJhNr8crLyyESiTgpkA6FnZ0dtLe3Q6fTwW63o7a2Fi0tLUgkEkxCog49FSKHDx/my/Xc3BwikQjEYjEEAgEWFxchEAg4AZqWWq1GSUkJqqur3/IA+H+1qJi430hGbGMa5dJBSW5/WiTnoJ+X8Hjd3d2YmJiA3W6HSqXiiYvdbkckEkFzczPzy3d2dlBSUoKxsTGcOHGCg1c8Hg8boaiDQCPpbDbLEqL5+Xno9XouGHd2djhXgBLJ8/k8G5D+P/bePLjt+z7zfwAQIAkSIA7iJC7e9yGJpKjDsmRbtqXYseM4idMkTtLEzaZpm92dyc4mbTfdzh6zu03T3abddjPd3TRtc9mJEzuRb1mxLFEHJZLifRO8ABAAAeIgwQP4/UE/74BO0irebaP8Zj8znU4sCRIBfD+fz/v9fp7Xw0Onr68PSqVS0IylpaVSGLBTw8PfarVKoAypOTTeDgwMwOFwSBFRUFAg3z/KN+LxuAT0sbPDywkAKUqY9vxO1z/Vs93e3g6LxSLFWCgUkiwSBpfNzs4KVphBiZTr0XRoMBiEwc+QsYKCAukOE61Hn05PT4+E5DEw7+bNm2hubpbDm5i/kpISfOlLX0JVVRUefvhhVFRUyMF7//33Y35+XjrDqVQK8/PzOHfuHN773vcKzaywsBAtLS3Y3NyUvYGyQU7KHA6HHL5sXhD5uLy8DLvdLoF8vJSXlJRIUvDg4ODPfO+JD377ohTzF1mU5CmVSkxNTaG4uFgmm1tbW+KhqKioEApXIBCQiwalUaTEjY6OiqdKpVLJZC6RSEiSMJOFKTeyWq0SOkhpmtVqlenKxsYGysrKEA6HodPpUFVVhVQqhaKiIpEqUAZEMzopRGVlZXA6ncLhVygUQidRKBSSjfP27/XExISYUomBpBSW8kGtVotcLoe1tTV0dnYiGAxKV5rPVf7zVVNTIxdeoqspWaSc7J2u/5vP9897thkM5/P5EI/HYbfbBb6xsbGBQ4cOYW1tTdK0mXej1+ulODAYDHL2ms1m6b6TCsN8mJaWFrnMM6WYWF2GbLrdbrm4Ep3e3NyMZ555BhqNBo899pg8Uzs7O7jrrrtw69YtoW3Rq3Ljxg184AMfQEVFhQRpknp38OBByVzQarXiEyovL4fNZsPx48fF3J/L5eSSW1RUJDlFVEZwir68vCwT5rKyMmmcsGmws7MjzzKLOGLSR0ZGoNFoYHgrw4M5TAB+anpAPx8BF4lEAo2NjRgYGEA4HBbsrt1uF2koz9GFhQXMz8/j6NGjQv4JhUJyMeY0nJ4lp9MpUsC1tTX09/fD4XAIwt7v9yMSiWBhYQEPPvggbDYb0uk0dDod7rrrLqyvr6Onpwfb29vo7+9HJBLBwYMHce7cObS3t0vGCaVWAOD1ejExMQGTySTIUhK0Tp48icXFRfFObm5uSsPCZrPBZDLh1q1b+6RDDKJj2Fs4HEZPTw+MRiMSiQQuXryIcDiMu+66S35Gw1sJ3cPDw9JQZmGYn5Vy4MCB23qO31GB4Pf78bu/+7s/89cUCsU79iDkrwMHDuBzn/scHnvssX3V6//J+vznP48/+IM/+Kn/3t7ejo2NjX1GlevXr4shraCgAEVFReITWFxcRC6Xg8fjkYdzY2NDNrL5+XmMjo4C2OtIpNNpbG9vS5S62+3GE088AbPZjPr6emi1WqRSKfT19cFsNqOoqAgjIyM4cuQIlpaW0NXVhe3tbTz11FPY3NxEYWGhmChLSkoEc3bq1Cn09fVJvLdWq0UikRDsHfCTrrLP58Pk5KSMO1taWjAzM4Ph4WGcPXtWEo95GBOzlsvlpDior69HJBKRhz1fVnS7k4G/7/fkG5FtNptow5PJpDygwJ6xilKuZDIp3XcGwFAStba2JsjLTCaDyspKxGIx1NbWoq+vD263Wy74NN4tLy8LfYjMYhoieflxu92YmZmRLoparZaiYWNjQ1ByVVVV4m1gd352dlZ018FgUC4LHR0d8Pv9sNvt6OrqwquvvoqWlhaho+RjM8kyt9vtiEajEvQF7F3SmPhdXV2NyclJIevwIuJ2u4XGpVarZcPy+/2SHkpKB7AnMbTZbLc9pnz7+qd8tru6upDNZqVIr6ioQHl5Oebm5jA9PS0SDB4svFAWFBTgpZdeEhMsiRcjIyOCSWxsbMSrr76K2tpa5HI5MSQylZ2FRzqdxsWLF5HNZjE/Py9pmltbW1hcXMSLL76I//Sf/hNu3LiBjo4Oye9Qq9VQq9UYGBjAI488grW1NczPz8PtdqOtrQ3Dw8OYmpoSs3pVVRX8fr+EcX39618XD0Eul8P4+DgOHToEq9WK3t5eeL1eNDY2ysTI7/ejoaFBDPtzc3NyOEUiEbmg5i++V1zcJ9mx/HmLXWtOWsiEz399UvIo6YzFYmLoo1yHfhjqmwsLC7G1tYXx8XE5LCcnJ3H8+HGZwoyNjYm3JpVKSVed9KPR0VHEYjFJrebeSalgNBqF1WpFf38/uru7pemzvr4u32eTyYSbN2+Kf4AY1eHhYdTU1GB8fFwILzabDR0dHfvMipRYEKdMb1lpaSmGhoYwNDQkTR2PxwONRoPV1VWZfPGS1tnZCZ1OJ1KegwcPYmlpSVCYwE906GVlZSKR+z/xkP3ffr5/3rPNaVNJSQkqKyuxsbEhjZ/l5WVB0QYCAdnPRkZGcO+99+LLX/4yDh8+jCtXruCjH/2oSESJqTWbzbh06RL0er3IRg0GA5qbmyWRvK6uDslkEn19fWhsbMTa2houX76MM2fOIJfLSQjdU089hcXFRVRWVsJsNgulTK/Xi5SZJLTt7W20tbUhGAzKdMfr9aK6uhq7u7tSBIVCIUGZqlQqXLp0Ce9///tRXV2Nr33ta3jooYfgcrkQj8cxMzODK1euoL6+HlVVVQiFQhgeHobT6cTs7CyWl5dRWlqK+vp6kRoHAgGBGTCAzWazSRaBUqmU6QAzJVhgkRrGRGWbzSbfA7PZLOdOZ2cnTCaT3HNGR0fR1NSE8fFxkQHSQ0DDPws93pOuXr2KEydOwGg0Ih6PS0YCO/WBQACbm5toaWnB008/LXjX7u5ujI+PA9jL9aqqqpIp/dzcHMbHxyVw9OTJk5JMT6UCDeomkwn9/f3w+XzIZrNoaGgQwzJpd0tLS1J0UlJI6dPk5CSi0ajkvTCnAIBMpkiBMhqNuHXrliQpM8RSrVajt7dXphy7u7toa2vD6uoq5ufnUVRUhMrKSoyNjeHUqVNYW1u77Sb+OyoQfvSjHwly6Wet73znO+/kZWU1NDTg2WefxUc+8hG8/vrr8t/Z/WVwV/7S6/WiE/956z/+x/+IP/7jP5b/zQ+PlzWO7okHJeEjFAqJGYeGrqGhIdGcARByUDqdxve+9z08/PDDSCaTmJqaQiQSQUdHB9xut1zq4vG4RHtfvXoVv/ZrvwaNRoOZmRnU1NTg6NGjgmWLxWLS0WWnZWJiAm63WwysXV1dWFlZkUwGUkbI0ib9hGMtfrkYxMHpBkfP7OKRsc+ioK6uDgUFBVKJRiIRLC0toaenBx6PRygk+UbEnxew9LNWPkEif3St0+nk72SaMbngTIdmlc1fB/YKtKWlJVRVVQmZg+PuS5cuCau9vb1dUmtDoZDIFLxer2ARednnJru5uSkUIAaozM/PS7L2yMiIbE4FBQXY2tqSz5CFJ4lL5eXlEvlOHwl188QTcgPb2tqSidb8/Dyam5uRy+WwsbEBtVot7wvwk45//hRkYWEBer1e0rbn5+fh9Xrl72cH1O/3A9grHonb4zNIH8Uvuv6pn+2NjQ3pRq2srCCRSKCsrAxqtRperxe1tbVyMDMZlUhU0ikaGxulIKXkht8vkkGsVqv4cNi1q6yslGRqjsVXVlYkgMfr9SKbzeKxxx6Tjp5SqcTS0pIYaG/cuIHm5mYx07e3t0sHkN8ljUYj2EGv1yuQhE9/+tN4/vnnpWNJeRp5/zs7O9BoNBIayI4WE6bpVzp16hSsVqt0IIlhZtZDPje9oqICW1tbgtrMX/l7Af8MpRS83FksFkxNTYmJnh1XdkVNJhNUKhWSyaT4irRaLebn56VLlslkoFKpZJLDCxhzThj+aDQacfHiRQCQ4EGGPQF7cisS0EZGRjA/Py+dU04PSMaiNJGLUx/ug4RXMFQyk8mIJjrf48bngF1JZuTQZK7T6eT5drlcSKVS8pxyHTx4UHIZrl+/Dp/PJ1NM4pwZ6KXRaDA1NYXq6mrp0i8sLLxjZPU/xvP9855tImQp4+WltK2tDZcuXcI999wDs9mMXC6HRCIBpVIp4WHvfe97odfrZdLHsLiqqirBTQMQwzNx19PT0/Kct7S0oLS0FC0tLfI+33fffYKTpqqAk1iTyYRYLCbPH3HYW1tbsFgsiMViMJlM0snmlFKv10sI39bWFux2u4TpXb58WQAl3DPa2tokDZw0Q4vFIujrmZkZ+XvtdjsOHDggzUJO2wKBAGpqaqQIoEQxnU5LEcBwuuHhYej1epSWlsozQfAHp+5UNfDiPzIyguHhYZjNZgnjtFgsuH79OoqLi2Vy7/V68eKLL0r3PJPJCMGLORGcaFOSXVhYKNPQ7e1t3Lx5U+R+Ozs7kl/S0NAgactFRUVwOp1CpqypqREkMgM0OZ2nhGxkZAQ+n0+Keq1Wi0uXLsn3lOcjC/bi4mLMzs4im80KEMZgMIikuLu7G1evXpWsFbvdLtJ0hqYaDAZMTU1heHgYdXV16O/vh8lkQltbm6SkT09Pyx2P94pgMCies3x1zD+03lGB8L3vfe/v/fWXXnrpnbwsgL1u/rPPPotPfOITeOWVV/b92vT0tFzw3r4Y/PD3aRi3trZ+5q8PDQ3htddewz333IPKykqUlpbC7XbLgUmaETtQL730EnK5nAQipVIpXLt2De9+97uxvb2NT3/603j55ZeRzWZRVlaGlpYWnDt3Dh6PB21tbWLCoSn26NGj0u1g2msul4PhrZCyQCCA1dVVrK+vSxfB6/VKWBJ9EzxUidicm5vDoUOHpOMBQIgs58+fl4r8wQcfxIULFwQTx41kZGQELS0tcjFgtDeZ7+vr66KHC4VCsFgsYvoZHx8X3jS7W8BP0lYLCgrEpJu/8s1RKpVKUo8zmYxc5kkxWVpawkMPPSSHJLvp7Fyyk6vRaLCysiL6bxp4e3p6sLGxIcbf8vJyjI6OymWSGziDXK5evSokqIKCApGYxWIxOBwObG9vy6aQTqelSuc0hp9TNptFU1MTIpEIiouLUV5ejng8jvLycgmZ4X8nEUGv1yMej2NiYkJMSLyEkIo1PT2Nmpoa8YWk02n5tyqVSgnMm5ubk+LL7XajsLAQCwsLUKlUUCqVUphSZqLVatHa2op0Or3vgP9FSSe/jGe7vLwcwWAQyWQSmUxGLpSbm5vClqfPhLSvP/uzP8P9998v37+ioiJBlPIzVCgUqK6uRlVVlYQd0TzIA5R+BhrlGxoaRGN88+ZNaDQaKfA3NjbQ0NAg36NYLIZUKoXZ2VmcOnVKpobl5eXo6+uD0+lEW1ubmBK1Wi1aWlqwvr6OiYkJlJeXw+l04syZMxgcHMTi4iJaWlr2PV+pVAoXL14U/HJ5ebn4iGw2mxQI/F4XFRXB5XIJ9YUND2rsTSYTBgcHJWOEBxa7h/mNAhKa+CwqFAphpzPptbm5GTs7O7h165ZMxbRaLXw+H06fPo2CggLBwO7u7kr4I/XdXq8XBoMBbW1t0Gq1IkXa3NzExMQEJiYm0N3dLYbw+fl5hMNhnDp1ap9/AYDk3phMJgnMTCQSMuVZX1+XwqKwsHCftMrhcCAWiyEQCEhIlsvlwtzc3L6QR4aV5Rf4XCxeOzs7YbPZZLLH1dTUJM87ddUbGxsyEbVaraiursbIyIgEYzE1XqlUijS0vb1dGh+/6PrHer5/3rPNPW9hYQGjo6N44okncOjQIWxsbOA//If/gO9973tiIM1kMmhoaIDf74dKpYJCoRBDO/1Bd911F0ZGRmCxWBCJRMSDwks9vUubm5s4cOCAnEPXrl2TEDVCKUhXmp2dFTkyi0Ry+AcGBsR8m0qlYLfbMTo6KkhbYpBJytra2sILL7wgBLvm5mbxdZSWliISiUChUAg6lZIzu90uUuepqSkxwfM9dLvdqK6uxsLCAsbGxuDxeNDd3S3FKQBJGacHTalUora2Fv39/SJLMxgMGBoaQmdnp+yd2WwWc3NzqKmpEV7/zs4OPvaxj2FzcxPXrl1DLpeTML+TJ0/Ke1RYWIi//du/hcvlwn333QeLxSLKicXFRRw7dgwej0cmlgz/ZJJwIpGA1WpFfX29IFbpDTh58iTS6bRcyBmSaTQaZWpcUlIi+wuLHxZyU1NTMvU7evQohoeHsbKyApfLBavVKh4npVKJ8fFx9PT0YGlpSZC3g4OD8Pl8IpeurKyUizvpSyQnrqys4MSJExgbG0MoFEJLSwsikYg0MPKLEqoYKJtkjg4bvz6fTzCpt7NuC3P6vve9T4yKv8g6c+YMjhw5ctu/v7u7G9///vfxkY98ZN8Gc+3aNQB7cpTvfve7OHbs2D7Ent1uR2Nj4z6k1y+yDAYDPvrRj4pEg13xZ555BsvLyygsLEQqlcJrr72G/v5+tLa24p/9s3+GoqIirK6u4vLly9JZAiDGmfb2dpG3qFQqGQtVVlZibW0NxcXFmJycxPT0NFZXV5FKpSQa3u/3S1eYIWZWq1U2N9IrTCYTamtrUVVVBa/XC6fTiXQ6LUgyHlbJZFIyGZLJpIw7eSkkskuj0SCZTIqXYWhoSDpQ1NSyG8XKmgSO2dlZGe8xXTR/CkCNd/77BOxnp+cvjvdZmDHxtqKiAtXV1Whvb5dO8Nra2j7Z1cbGBubn57GwsICRkRF5eEtKSiRinqmKarUau7u7gjQLhUIydu/t7ZVE1NraWmxvb2N4eBharRZbW1vo6+uTtFsGm0QiEckkACCUCAa1AT/RdzocDjGkqlQqMb4Secufo6ioCCaTCdlsFrG3kiM5aaCZkwcAQ+FofKQEDNjb6FtaWmQSxM+AxsZ4PI6amhrxtzA5mGQLdpTYRb7d9ct6tvm8kIMdjUblvSNthoEz5N3/wR/8AWKxGCYmJjA3NyekJ3aYM5mMFJ4A5DKYy+VgMplQWlqKra0tQRmzMxiNRrG6uoq+vj7xNywuLsLv98v3iZ1l6ny/+MUv4sCBA6iqqoLRaEQkEhEscjKZxNjYmEghRkZGJPPCbDajvLwchYWFsFgsOHLkiDxnoVBIaGiUltCwzz+jUqngcrlgt9sxNDSEb33rW/Iztbe3o7a2VgzOAOS9Afae87GxMayvryObzYr+nJ9HUVERAoGATExSqRQWFxfh9XpFesXvhMlkgsPhwLFjx+D1emWyNTw8jNnZWfne8ufMZrNIJpPSjebrJxIJzM7OYmFhAa+88orgqklKYbdyfX0ds7OzEp5ot9ths9nEj0VpISUO+ehnhUKBqqoqNDY2SqOgo6ND8mfi8bhospeXl6VYYxAfiVok1/X09Ehjhx39WCwm3H6bzSbp3pwIEq1LuefU1BTW19f3wSjsdjtaWloA7AFH8mWeROT+ouFlv4znm99fn8+HRx99FADk3NLpdPjEJz4hsheNRgOPxyPZAdPT09IIy2azkmZOUg4bJNxf9Xo96urqMDQ0JEbZaDSKbDaLuro6+P1+Yf1nMhmR3cTjcdkPKKNjIvIjjzyyLzU4l8vhv/7X/ypnAkEllNelUim0trZKUBabC/STsaHZ3NyMhYUFzMzMiKcul8tJPgTwk0mOQqHAc889B4PBgIqKCjHG8/np7OxERUUFNBoNRkZGoNVqEY1GMTMzI8UDPVDZbBZVVVVYX18XnwHzhvj+q9VqTExMQKFQyK/p9Xq4XC54PB68/vrrGBgYwMDAgEh6dnd3ZQK0ubmJzc1N1NfXS8AlfWNk/J8+fVruA5ySco+LRqNoamoS2eSxY8ewtbUlDQHejywWi8i7OBECIJTHtrY2ySBiUQfsyaJv3LghZwu/n729vdKoJdCGjQaFQoGJiQlkMhkhJnV2diKTyUgDmch7Zu4QXpE/PTQajQLN4fecPh2G3/X394uk8XbWbZ3wFy5cwJe+9CV861vfwo9+9KN/UFteXFyMJ554Al1dXfjsZz97W/+Qu+66C88//zz+9//+3/B6vfvS/JjCBwBf/OIX8dBDD+EP//AP8a//9b+GSqXCH/3RH2F2dhZf/vKXb+vvevu6efMmzpw5I6NuYM84dezYMZSXl8uIkCYzjoq3t7clPp3dbY6wjEajSHYWFhbwxBNPIJFISPy2VqtFb28vAOCjH/2omNlu3LghmFGr1Yr19XXpZASDQekeBYNBMWtRz8gRHg/L2tpaQVZSenPu3DlotVp0dnaioaFBNorFxUX8z//5PzEwMACXy4WVlRXU1dXh+vXrosVj8FYymZRLularRWNjI27evImqqir09PTIBpNIJHDu3DnZuCiJSKVS+woHMvzZqd/Z2ZGuAwBMTEygpqYGLpdLJDCrq6swGo2oqKhAMplEU1OTkCBmZmaku28wGAQTurKyAp1Oh8uXL0vcfEdHh2DieKFnwm5vby+Ki4sxPDwMl8slfw+NXTR81tfXSzE0NTWFhoYG8TxQBsDEXQCioWY4FrBXpG5ubqK2thY7OzuYnp6WbjcNyNvb23IJYPIkDzaGv1FCkEwmYXgrNI5J3W63W3CHFotFCEe86POiy+KB8gmDwSCJsfy+0cx/O+uX+WyTK51KpfDMM8/A6/Wira1Nuk7FxcUoLi7G0tISZmdnxaDb1taGUCiEvr6+fQZJhUKBoqIiGAwGkTQEAgGk02nU1tZKMcCk1p2dHUGkzs/PCwHL4/FAoVDA4/Hg29/+NjQajWzu1PiWlpYKmz8ej0tAG+UHBoMBCoUCr732Grq7uxEOhzE4OIgnn3xSqGX33nsvVlZW8Dd/8zf46le/ive9733Y2tqSTjwRjS0tLSKf6u7ulk53NpvFxYsX8fjjj+P48eMiKwqFQnjttdfk+8F8CL7nXAzv2draEhPn3NwcDh48KAWS0+lEQ0MDWlpahNRUUlKCuro6MXNfvnxZZA0NDQ1iDCf5h+8Vv/8Mbrrvvvvwyiuv4KGHHhJjIwDR+ysUCtFn2+121NXVyaXD5/OhuLgYu7u70Gg0WFhYgMlkgk6nk07y7OwsOjo6ZJrHsDSr1Sr7l8vl2ncpXlpagl6vFzkYAEmmrq2tFX0yGxXA3kV6aWkJ6XQay8vLaGhoEEIOAEGh+nw+KTxMJhOsVivGxsb2QRtMJpN4ODjJoWdhamoKx44d+4UABL+s5/tHP/oRHA6HdEuHhoZgs9nQ1NQkWUClpaUYGxtDIBAQaERrayuKi4sxNzcnRnVe6DktIz2nsLAQ4+PjUsAxTf6HP/whPv7xjwPYa5asrq6KT4fykerqakksZho3n3m+ttlsFmJVIBDA7//+76OhoUGKvFdffRWVlZVYXl7Gd7/7XXz2s59FT0+PSKoWFhbw/e9/Hz/60Y9QVVWFZDIp2vqDBw/iypUruPfee6FUKgXNaTabxTcTDofxyCOPoLm5GRqNBmfOnEEsFsObb76JTCaD119/HT09PSguLhYZIj0KZrMZBw8eRCgUEuDF+vo6jh8/DoVCIRK2VCqFEydOSJF+9uxZUTvE43Ep8oE94g9DBs1mM1ZXV8UHNTY2Jnr77u5ulJeXS7goL8HPPfccqqur4fP5cOnSJZhMJlRWVsJqtaKzs1NC5qanp1FWVibyYWCPZpfJZDA5OYlcLoeLFy/C5/OhrKwMN2/ehMViQTQalamL2WyGzWYTaS99bMXFxSJftlgs8Pv9MtmyWCxQq9WSm7Ozs4OamhrMzc2htLQUV69elWYzC9jq6mqhTi4vLyMcDkuQolKplOaD0WiEzWZDcXExwuEwvF4vNjc3JdwT2KNO3bx587Zl37dVIIRCIXzxi1/EH/zBH+DDH/4w+vv7sbi4KAQMjusYKtLe3g6/348vfOELPyUh+XnrT/7kT6DX64WQ9POW3+/HiRMn8KUvfQmjo6NQKpW4efMmTp48+Qslreavhx56SPwFjMYmO5rpqqWlpZJ+S60e8aLcZJmDQMIMNbcVFRUoLi4WKQj15UePHpWU42AwiFAohIMHDyIQCKCpqQkFBQWibWfK4nPPPYcPfehD2NzcRG9vL86ePSuR8uxc8PKiUqlEfz07O4umpia0t7djaGhI9NQ0WKtUKjl45+bmkMvlpDtGpjJ/NpVKhdraWrk45XI5MROy00rZTllZGcrKykQiQy0q9XbcjA0GA7RarUSoq9Vq1NTUSBePJi+fzycdnoKCAhnFBwIBOJ1OkW3t7u6isLAQfX19cnHWarVymaDOPJvNora2Fqurq6Jv5GLXF4B0IUKhEAwGA/x+P6qqqkRaQokKAGHnA3sHO83nPLjpIwAgulLmZ3i9XnmPiouLZRQciUSEwsJI9XQ6jc7OTkHLra6uirZwcXFRNtZsNovi4mKsrKxIKijxriaTCdvb26iqqsLOzg4CgQCKioqQy+UEB6nVaqVgyWQyQujIvzj/feuX+WzPzMyIUZu0h5mZGdHycxoHQHw4vBSyUGAjgAU4N/rd3V3kcjmhWjAYiFMJ0lP4WVdXV0uOBjvCxBxHIhH09vYK1Whzc1PCldhUuHTpkqAWebEPBAJ46KGHhC42NDQk+n+lUimI3K6uLslhCIfDEgo0ODgo04vKykrxN5DJvbOzg+7ubpSUlIiJlxpqaqcdDgcikQhisRh0Oh0efPBBXL58GS6XS/ZVm80mGN2KigpYLBYolUo4HA6cO3cOH/zgB8Xs3djYiPX1dSwvL0Ov10siqc/nE0M2AEmadjqdMmUkmYqGQZVKJRcWphJrtVrxMfDiTk46aUEMnuP+WVhYKKGVsVgM4+PjaGhokGkDO6YEDoRCISlGaO7m/9/Y2EB1dTWCwSCMRqPo2hsaGqRQmJmZkbAnau6rqqrE50Dpn8FgwNzcHNLpNEpKSjA9PY1cLgefzycygnxfF7An2env70dpaanIRAhHqKqqwvT09N8bdPf29ct6vu+66y5cvHhRGmXUyIdCISSTSZHrOZ1OqFQqoRexWCDdi/sY/WSGt9DY4+Pj0tkm857Sn49//OMoLCxELpdDNBpFdXW1eERofqcniLRCfj8SiYTk4LArzslSSUmJ+GuYZ8Q7Az2ERUVFIh8ym82oqKjAqVOnEI1GsbCwgKqqKmQyGUkEpl+PgI+mpiaoVCoEAgFcu3ZNnimeY2xyFhUV4QMf+IBMVWKxGA4fPoxr166hpqZG/HpjY2MCtlhfX0cikYDT6ZSJyfHjxyWxmbhwTkIZ8lleXo729nY5k+jpYHjc4uKiyJA6OjpEEmSz2bC4uCjffUpsAoEAHnjgATH10pirVqtRVlYmEl6e2Xq9XpqalDwS9TswMIBjx44hHA4LejqXy+Hq1atSuHMPmpiYkIbq8PAw/H4/HA4HEomEKBJIFdPr9XC73VK8E8dMrC29Fbdu3ZLEc/qUSDE7dOgQlpeXxYxOv1w8HkddXR3m5+eFakfU6/T0NLq7u2/rGbttjcDMzAyeeuopnD59GidPnsTJkyd/yoS2vb2Na9eu4U/+5E/w4x//+HZfGgBw6NCh2/69o6OjOHv27C/0+n/fYsBEOp1Gb28vLBaLXJh50aXmi5XuK6+8gve+971YW1tDIpFAMpnE5OQkFhcXsbi4KCEqvIzEYjHphjG8hZs8O9vU47Lg4Ij+r//6r3HgwAEcPnwYZ8+exe7uriR8Dg8PY2NjQ5jB7OpevXpVLjCxWAxms1kQoVarVbrGiURCDi2r1YqrV69Kum4kEsGZM2dw7tw5uN1u3HfffTIFYR5DIBBAc3OzjLLi8bjoWlUqlRSM7BxubGzgfe97H0KhEN773vdCo9HgG9/4BlwuFw4dOiQBUvfffz/Ky8tlNMhxHacjwWBQAmzUajWqqqpw4cIFoSdNTU3h5MmTcLlcMjYF9jpt8/PzMJlMCAaD0Gq1iEQimJmZQTqdhsvlkqqbSdGzs7OSeMj8BAC4fv26hGpxowD2tNbs/JF4xaAbFlC8bLGLQHweLxrUKLPLl09F4ngbgHhkaEhKJpMYHByUgoC65ng8DovFIv4KssL5DCsUChQXF0s4m0qlEnQfUY9Go1EkWJlM5mfqiX/W+mU+2w6HQ+Rd1Mmn02ncunUL0WgUBw4cwPz8vKQGZzIZ8bns7Ozgueeek+5XQUGBSBiYY+D1erG1tYXZ2VmcP39eCEOVlZXY3d2V9GmG29TU1CCdTuPatWuoqKhAT08PYrGYUDqCwSCGhoZELsZfIzoxm81iZWVFJnxMFmamwRNPPCEpvfysSBSi3KSwsBDt7e2CEHW5XKitrcXy8jKuX78uDPDCwkKUlZWhvr5ekIWUCBGC8L73vQ/pdBrZbBbLy8v4wAc+gFwuh9OnT8NkMuHFF19EcXExHnzwQQA/0bhbLBaRWbW2tgKApAQnEgnMz8/L1Io5E2NjY2L85YVkYmICu7u7qKysRCaTgU6nk+Rwygy4uLem02kcPnwYY2Nj0kmjGZB5ARcuXEBPT4+gFEmy4WWDMqr29nbZi6uqqjA8PCzTUAASNmexWETmuLi4iOXlZRiNRmxsbMjleGZmRvY0arXtdjvi8bjonQGINNLj8WBubg7FxcWSvQDs+Yrm5uYknwX4SbODGQvA3qSQ72lBQYGkb5eXl992xgnwy3u+2d1lSjUvxXzWmQNABQDZ8+T8DwwMoLKyEuFwGBMTEygrKxMZJwDxXRElXV1djampKdTW1sr7mUqlsLW1hVQqherqagkTGxoaEq8HsxSy2SyGh4dF7kPyXCQSkTAy/jobTpQSfvWrX8Vv//ZvI5fLYXd3V0AA9C5QTkTUMScqLS0tAuAA9poUzz//vJh4n3rqKWkWcVKmUqlgs9kk2HNqagrJZBJnzpxBNBrFPffcA5VKheeffx7Nzc04ffq0dNGVSiUqKipgMpmQSqUwNDQkU3ySoBYWFuQZIv1nZGQECwsLUKvV8Pl8iEQiUvDU1tZic3MTdXV10rgIBoNoa2vD4OAgDh48iHA4LMAJl8slmSjEVNPDRVnt2NgYGhoasL6+jpaWFsk6CQaDQqsknrqwsBAzMzNYWVlBR0eHTCGam5ul0aNUKqXZ4Pf7pfBwu90yeVxcXERPT48oIKqqqkSVMTw8jMrKSimMtFqtSLcBCMyEEjEqMPr6+oQm2NzcjHg8Lg3lpaUlzM3NCTRmZ2cHVVVVIrG6nfULmZQzmQyef/55PP/88ygoKIDRaITRaJRNkwbMX7XFsX1JSQmOHz8Oh8OBtbU1pNNp6QgpFArMz8/LxfTYsWPY3t7G6uqqTBSy2aywi4mv44cF7OlHOeZLp9OIRCKi+SRx5cCBA2hubpaOulKpxLFjx1BUVIT+/n54PB54PB488sgjmJ2dxYULF4SnH4lEkMvlsLS0JF+wmZkZYeuzyxYOh2E0GjE8PCybCWVKVVVVYnKjjt5gMMDj8cgmQkPh+vq64EWJYWNXhWFDXV1dIgXgw7+xsSGO/EAggE9+8pMS/BUOh2E2m0XraLFYYLFYsL6+junpaTz77LN4/PHHpStOrSYnAPRNFBYWor+/XzwVOp0OsVhMzOf53ePBwUF4vV5kMhnRVwKQYotddADCKwf2aBqUp3ByQSwq/yw3QZVKJYUTN3hKd7a2tmA0GsVsnc1mUVpaKoVqSUmJBOhxY+C/kUaofAJGc3MzMpmMdFMpQco3+xneipsfHR2FQqHYxydfXV2F0+mUCU40GkU6ncbg4KDwol0ul4xm7+S1s7MjBxQTNnU63b7CX6vV4vvf/z5KSkrQ1NSEqqoqSa5+9NFHsb29Ld0jAFLMud1ulJWVySHx+c9/XiZ5TKvV6/VycCQSCfzoRz/CRz7yEXR0dIiRbWxsDCMjI6irq0N9fb2YVJeXlxGNRnHlyhVEIhGhWzCllcbc7373u3j00Uflu+T3+yXhfHJyEh0dHVL88XlnQ6CsrEyKykQigQMHDmBxcRETExPyXhw4cGCf94jPyO/8zu8IrYWJo0tLSyInGhsbw+nTp1FUVCT4VGCvg/3000/j13/91yWYKhgM4plnnpFkWbvdLgzx69ev4/r16+jq6sKbb74pMkeeNUajEaOjo2LKZfOjqqoKy8vLaGxsxObmpsh/AMghD+xN+eiLyCcRTUxMIBqNoqamBq2trZifn5c9meZCSveo0wYgDQ1eNNjZjsfjPxWmVl5eLoUep0+c+nCfXV1dhdfrFYMh/TGrq6uwWq1yQUwmk7DZbLBYLDCbzUgkEvuITMRY0ltCyAS9aCwGf1bw2Z24Zmdn5T3nhN/lcmFoaEjS5AsKCvCFL3wBH/3oRwWHTalMa2srCgoK8Prrr4tnZHJyErFYTKY3nHqdPXsWWq0WNpsNQ0NDMoUl9pPp1RUVFWhubkZlZSWi0SgmJiYkvI9yqNnZWczMzOCrX/0q/vk//+dCs0qn0/jxj3+MXC6HpqYmkeoS/vHMM8/g7NmziMViKCkpEbgAE3uZnEsv3NLSEk6cOCHpx1qtFkNDQ2J+vvfee8VYnb9Hra2t4fjx43Ju05+TSqXg8XhEd//rv/7rQmdKJBICXZibm4PP5xMp7MzMDJ5++mncd999ku+Tj+memJhAW1sbAoEAVCqVfEaZTAbt7e2YmZmBTqcT6qNCoYDL5cLVq1fR2NiIyclJGI1GKdQvXryIw4cPi6RQq9WKmfnGjRtobW0VjDin/ZQfHThwAJcvXxb56MzMDB588EFpzDDZnnj7/BBCYoYdDoeoTygJDwQCqK2tRSAQEDlbKBSC2+2G2+1GQ0MDIpGIFP0HDx6UO0IkEkEikYDFYpHzl37QlZUVzM3Nobq6GmazGX6/X5KaZ2ZmBPJC6AABJLcrD35HFCMAgs37PwlLulNWQUGBmPN0Op0YVTjeZUz24OCgmFT+/M//HA8//DAGBwfR1taGnZ0ddHR0iIFxfHwc3/72tzE3N4fKykpsbW3h4MGD8gFz1FlfX49UKoWZmRlYLBZYrdZ9Zpzi4mJYrVaYTCaMjIwIHUWv1wuKNPZW8rPNZkNfXx9Onz6N1tZWGAwG4SmbzWZsbGxgamoKXq8XOp0OOp1ODmga7vgAUttOXvbc3BwKCgrELKTRaOB0OoVqQMoQaSBVVVX7aAbsjCsUColtTyaTcDqd+y76MzMz6OjokHRFtVotYUQFBQVoaGiQyczU1BTq6uqwuroquFNeDjKZjOhzeREnxWNraws+nw8zMzNSvDEFkZsU01xJsaHBr7OzU6gGkUhE6B8mk0li6snEp5aYyZKUi1AGlE9CMZvNWF5eRn19PRYWFiTuPR9JOjo6CpVKhfr6ehmDUpPJfwODrWgCZYBUaWmpvGY+Fo7dSwaH8edkIGA8Hhd5E6cupD6weL6T19NPP4329na5BDGyfmBgALFYTOgwPp8Pm5ubeOONNxCJRERqQ48RzWEsVIPBIL70pS+ho6MDp06dwsmTJ8XItrW1BZPJhHA4jJWVFXz7298W3bNer0csFkNNTQ3Ky8vh8/lQU1OD73//+6irq4NKpRJaGPX9f/RHf4THH38c0WhU8heUSqUU2p/5zGeElMIJWyaTQXNzM2pra7G7u4vr169LGnJTUxO8Xq9oXAGIPJHPXVNTk4RAEbsYCAQk8OvQoUPSUSfz3eFwoL29XZ7zhoYG5HI5WCwWSQulT8dut6OkpAQVFRUCFTh8+LAUzwxxC4fDWFxcRF1dHebm5tDR0SEJ8Xx2Z2Zm0N3djUAggKmpKRw9ehTLy8sy6WS2AqV7HR0dIrcAIKjDo0ePYn5+HrlcTmQADNCanJwUvCH3Y1JsWDSk02lhtxODzLAmUpgoz2N4UTgcFmDB1NQU6uvrBWvKjqzP58P169dx6NAhaDQaSVcmGY0XCdLPGOxJGQWnoQMDAyLDpHcG2JOIsoMdCoXg9/tFtnMnr5WVFdTW1krQH/f5uro6BINBMd4+9dRTeP3113H06FFMTEwIkpNIzMceeww7OzsyYbh06ZJk/9jtdtx7772STeJyueSMCQQCIj9mWChDTukTOnLkCJ5++ml5Pfp8SktL8dnPfhZzc3PiNdTpdDh79qxIV2tra3H06FFkMhkcOXIEGo0GPp9P5CxsDhUUFKC+vh4vvPACAODw4cMAIFp0BpBls1kpktRqtagaOLmkjNflcsm5p1AooFKpYLFYJNBte3tbZEqlpaVYX1/HjRs3hHzG995ut4t09u677xZ6XCqVEjUGiY4ESfT09OD8+fPo7OyU1+3s7MT29ja8Xq/49oh2zeVycDgcUgiwuL1y5QqAPW8PVQS8qw0MDIifqaamRoIMp6amxBDN/BBOplKpFLq7u6HRaCR9m/e0SCQiGSycfLI4SCQSiEajMjWlYZ1UzP7+frmsG41G1NfXo7a2FkNDQ+J1PXbsGFZWVoSQRXkZv4dtbW2YnZ2F2WwWQtHExMRPAQ4OHTokz8vPwg3/rPWOC4T/Py21Wi3+AGrNCwsLBTlJrRrJOTdv3pRYcJPJBJvNJrp5IguJGjxz5oyYPaenp2VkxW6NQqHAwsKCGHLYvfX7/VK9+3w+KBQK0T/myx3KyspkgzeZTOjp6UFJSQlUKhUKCwths9nE0JfL5SRYg+bMRCIh6LehoSFBDc7OziL2VpQ5uwk8aEtKSvDGG2+grq4O5eXlACCjv5WVFXkYNBoNIpGIUAHW1tYwPj4Op9MpxQ0PTJqaEokEcrmc6EQjkQg2NzclZTCZTGJjYwMLCwsIhUKCGVWr1ejo6JCNIX+RwjQ7OytM62g0ip6eHvFnAHsSBBqwGORE3wKwdwEPhUKCk2PITTgcRjQahV6vR1lZGYLBoExCmEURj8dFMsDiiHIIyjNMJhMUCoVo4Um0WVlZgUqlwurqqpBfNBoNdnZ25EJP5CM3Ixr0mKaZyWSkCN7e3sbk5KQUB3q9XuhL/DmZnstJBjn0wJ6HglOeO30xrIcaegZj0SfjdrtF8scDfXt7G0NDQ5idnUVNTY1QOba2thCNRjEyMgKlUomjR4/C6XTi5s2bknBuNBpRXFwsUxtqw1UqFdbX10WGwOeMBRu1xrxcUF6TSCRw7733yoVNo9EI6nZ1dVUoH2q1GrOzs/B6vXIZYMFLaksgEIBCocDrr7+O7u5uhEIhkWLwwkTJG7ua9J3wElZYWCheBT4HXq8XyWQSr732Gn7jN35D0nmZOl1QUCD8b/qt8s24vJCS1EJk6LVr11BaWorq6mpsbW1haGhoH/6zoKBAgtaUSiWqq6vl8nv48GGUlpbiueeeE0oVsy6YoEop0NDQEEwmkxBmqqqqpClEU7Zer4dKpcLCwoJ0YOlPi8Vi8Hg8YowlRYyT20AggOrqakxPT0OpVMJkMmF+fh7t7e1QqVSIRCKSsUAzK0loLMIorcpkMlAoFHA6nTId0Ol00sUuLy8XSUEqlUJFRQUMBgMSiYTI1TY3NzEyMgKn0ykUFaPRKA0VGtzv9MVpUXl5uXR4uS/yGSorK0NXVxfe9a53obe3Fzs7OxgbGxPz/NTUFA4fPiyp9JzyMxBrdHQUr7/+Oj784Q/DarVCoVAItjaVSmFlZQWpVAq9vb149NFH5aJqeCukL51OCw6YnX/uP1qtFul0Gru7u5JJxOl2vlmf1Jquri7JAWERuLu7i/n5eayurspk94UXXoBCoRBZH705+ZMCkgzziYgbGxswm80wvIX9pf8vFouJBw2ANLSY/REKhbC1tSUBYseOHZMCeX5+Xu5U6+vrWFxcFHhDIBDAsWPHEI/HJfG6t7cXDQ0NGB8fx7FjxwDsNdLcbrc0C0pKSuSsJ7iDE+Hd3V00NTVhZ2dHpqD01R06dAh9fX0yYS8pKYFGo8H169fh8Xj2pUDPzMxIMOn58+fR3d0thLRwOCxFB03tOp0OQ0NDqKmpkUkpQTLV1dUYHh4WMMWLL74ocl8up9MJjUaD3t5etLW1oaamBjdu3BDlBXOZGHiZ/wwMDg5KY5fmd7VaDbfbLXJgYM/vGAgEYLfbBY7yD63/VyBg78JLvTBHveXl5aioqMDa2hrGxsZQWFiIgwcPygiaXe/FxUXpujEkidhTg8GA6upq0ajr9XqMjY0JktLv98tFzOVywev14tq1a7DZbNjZ2ZGHMJ1Oo7S0FKFQCDU1Nchms5KoG41GRfJAXRkvA6WlpTh48KBcPlhwlJWVyQSIHRWlUon29nasrq4ikUigvr5eumxEg9bW1iIajYr+nCE0a2trGBoakkvU5OQkjhw5sq9jSmQpR+Tr6+vSAWVnTqFQ4PTp06LhC4VC4h345je/iT/8wz9EKBSCXq/HAw88gNXVVYyNjcHpdOLWrVsoLS2VePFEIoGRkRExA9LFT4oANXkbGxswGo3I5XISqkbzGKca7J4TO0vJE3FlvFgTg8gRNiVf/Kx4+IfDYZEE0XS8vb2NiooKCVTj9MZoNMLr9WJxcVHSIYmQrK2tlUtC/mbDbvLi4qIcCEx4JvK0oqICiUQCS0tLYsjnJsXkXRbOBQUFWFxchMPhkAsPuyZ3+opEInjllVeg0+ngdrtRW1uLuro66HQ6bG5uChnmrrvugtls3tchWl5extLSEm7duiWpoplMBocOHUJBQQFisZgEG7rdbgCQ7jBlYq2trUKM4msQCUqzWVFRET784Q+LYTyRSOD69evo7e2VXBRKedgxTqfTaG1tlQtCPmFFqVRicXER0WgUOp0OhYWFaGhoEKxnSUkJJicnMTc3B5VKBYfDgfr6ely8eBGFhYV48803JagRgMjm8i+dGo0GRUVFEtR24MABOYzX1tbkmQkEAvB4PLDZbDIlu++++0SyxO9tJpPBX/7lX+L3fu/3UFBQgMnJSbjdbpSXl2NzcxNqtRqPP/44dnd3xYxNchilgfw5qONfWFhAT0+PXJjzC2wWjaurq+jp6cHW1hZu3Lgh/5ZUKiWyPGrZuSjvI1+eRmFg7zkcGhqCx+MReQgx16RUbW5u4tixY5iamtq396TTafj9fgSDQTgcDiwvLyMSicj+zKA7Tk/43tGfxGfaYDDg1KlTOH/+/L4p5sGDB7GwsCDPbXl5OSwWy75pAn8Gap3v5MXv8ptvvgmdTgez2Yzm5mbpkC4tLeHatWv48Ic/jPLycqG6pFIpjI+Pi1+EYWKhUEgKePqtGEzHc0itViMYDEphbLVasbq6irq6OpSVlQkYZHNzU9DVXq9XOrbRaBRTU1PSOAL27hJsXvzZn/0Z7HY7Pve5z4lJOZ1Ow+FwCP1ofX1d8JbMRtna2pLp3ebmJnw+nzQr6+vrkUgkkEqlJAdjZWVF8lnoJ5qbm0NnZ6eYeDnB5/4WiUSEz8+JOy/mLS0tiEaj6OzslP2PBD2LxYLJyUn4fD50dnZifHwcb7zxBurr6+XspByMWROdnZ3iX1hZWYHT6YTVakV3dzcsFgu2trZk4kgUbDgcxvr6Ojo6OnD+/HnJPSJxaWhoCFarFZlMRjxefCb9fr8USGq1Wsh0i4uLghjPzzqYmJiQhHN6RYC9bj2faZfLhfHxcTQ1NaG5uVnAC8ePH8fCwgKWl5dF/sQ7QWFhIRYXF8Vv2NHRgVgshurqaszOzorPJJlMIhgMYnNzUwiPxJ5zakgJHADxFwF7+9ft5pz8vwIBEPpLYWEhiouLZfSYy+VQXFyM8+fP49ixY3Kx5OZAPT4xZuz6NjU1idxleHgYsbfCh9gNYIiV2WxGSUkJgsEgdnd3hZ5CP8fk5CQ2NzfF8Dg+Po4DBw4g9lby5uDgoOD4KBkiu/348eNCH9DpdKK9o9QlkUjIpX1sbEyYwtSl8n+Pj4/D5/PJw6rVauFwOGRUXVpaKl4MxqrH3uL0U3dfUFCAN954QxjOzBtgYJrL5ZIJCqkhpCjo9XpYrVZ86Utfwte+9jUAwCOPPCJ6a9IimPfA4ml5eRkFBQVy0HOikUwmxW/Q19cn6E5+/gCks0L5UElJCSorKxEMBqWbA0A0zJWVlXLI8r9VVFTIJU2v1wvalIQVdrxI1uDnt729LUUoL+M2mw1bW1tSrK2srMDn82FwcHAfY560El4A8sklACS2ngF7PPQACIM9k8mIbJBj33Q6DYVCgfLyculo7u7uvuO01X/KFY1GoVAocP36dXziE5+QAmxzc1PkNVNTUyguLkZra6sgKa1Wq+CEfT6fjPMNBgO2trawtraGq1evIhgMwmw2y6W9uLhYCGAssPJD6GKxmFB9VCqVvIecMvKAMpvNeOSRRwQTyITj/FwWao15SJNSRdqSVquV1PZcLoeVlRV84xvfQF1dHdRqNRwOB5qamrCwsIBr165Bp9NBr9fD5/OJ7DAYDKKsrAzhcFjMv/y7+R5NT09LijG7m7wg0OdAEzUlPEajEdlsFg6HA263GxcuXMCnPvUpmWCkUilMT09jZmYG09PTuPvuu+VyQjQoPVbkled7nYaGhiTPhdQUADLx5FTQZrNJEezxeOD3+7G0tCSGcGZPcJWVlYlHjR4qHrapVEr2E7/fv0+SQa9eKBSCx+MRCSQnRUza3tzcFHQzZST5RCGn0wmTyYTy8nLxufC9IM7YaDQiHo+LxIPvJzu3zFkg5hPAPrz03Nzcr4TE6OWXX5awLE46HQ4HdDqdTE0PHjwosjUWrfQXzc/Py3eSOUOxtwJHR0ZGJN2XqbQEF7BRRLMxp/M0SVNWxosiizkW/3w+9Hq9XOpjsRhu3bqFJ598EiaTCQUFBQKkAPYunvz+Z7NZmM1mycvh94ZAEqvViqmpKbS2tiKZTOLFF1/EkSNHhFrI/W5hYQGJRELIZAMDA1hbW5P3cmdnR9KOiXuPRCIyYff5fBLKur29jfX1dfG4FRcXixzr8uXL0Ov1MJlMUCqV8tqvv/46IpEIGhoa0NjYCJvNJsnmS0tLiMVi0Ov1aGlpgU6nE7ny8vKynJEEJwwMDIgs8Pz587KvUQrNZ8XlcklThzJvYA9UMzk5Kc8j/ZoqlQq5XA6vvfYa3G63TNv5s4ZCIbnE19XVYXl5Gel0GgaDAdevX8f999+Pl156CfX19ZienkYkEoHf75ciB9ibNDAXy2azicLB4/EIMrmgoAAVFRVijF9cXBT0emlpKQYHB6Xw4/vHKeDhw4cRiUTQ1NSE5eVlyX26naUAkPu/8Kz+Si6dTof19XV88YtfhE6ng8fj2XdRDAaDeO655/Dkk0+iqKgIqVQKk5OTQjdiiBkPdpVKhdnZWbzyyit44IEHkEgk8Pzzz6OhoQHT09Po6upCUVER3G43+vv7JbSDZhheyL1eLwoLC7G0tITjx48DgPgMmpqaMDs7i7KyMtTV1WFqakoOcbPZLDHhV65cwZEjRzA2NoZ77rkHMzMzEpBUWFiIjo4OkS7dunULL730kpB4SkpKoNPp8J3vfEcuOZlMBidOnJALABGvRJXOzc3h2LFjYp5KJpOoq6sTpOihQ4ckLKa4uBixWAxDQ0MYGBjARz/6UdE6Us6VSqWE9EGN5srKCvx+PyorKxEIBJBKpcSYSzkGyQWlpaXynhUVFUlGhUKhQC6X22fKpTaSlwGbzSYd92g0Cq/Xi2AwKJc1SijUarVgYvOlD8XFxbIZLiws4OTJk9jY2MCVK1fgdDpF885FmQmlGPF4XGgnXOzel5SUCIGB7G3qGdfX1+VSSEkIvSWkSxB3xosDddplZWVibg2FQjhx4gSmp6elSNLpdGhtbUVhYSGuXbuGZDKJ+++/Hy+++CL0ev07xpD+Yy0+27/5m78pl1etVotgMCgdPXbJaCgrLy9HVVUVNBqNHACxWGxffgfNeBsbG5ibm0MsFpPvxX333YeysjKR5xUWFiISiWB4eBg1NTXw+/0izZmZmcHhw4fFZFhfXy/Fh1qthl6vl8uGWq2Ww39nZwczMzNCxnrggQcEi8hOWUtLCzweD3K5HAYGBtDf3w+DwYDV1VWUlZWJcXBubk66qmwIUO5ks9nw6quvSkCmx+OB0+lEKpVCOBwW1KDBYMCJEyfEn0Hj3PDwMFKpFLq6uoSKRUJKSUmJFO404g4PD2NmZgYNDQ3Y3t7GjRs3JP9lbW0NU1NTwln3er2IvRUiODg4KLIlAGIYJEEm/+ILQAzQlAZROsRJXFVVlaQQ6/V6zM7OSrI0/w6LxYLq6mp53wCgt7dXZIk/bzErhzJGroqKCthsNszNzSEajaK9vR0DAwMidWXyLX1kNDJyz2L6MhtcfP4pc2LCtcvlkpTrpaUlCXxMp9Pw+Xyw2Wy4cuUK1Go1mpubcfPmzTv62X7qqadQXl4Om80me3xNTY1Mt/R6PXZ3d2VvZdOJjT5KQJgxxElqLpfDhQsXRLK2s7OD48ePw2w2Y2VlRSSHGxsbQrl65ZVX5JkYHx9HZ2ennH2UFPPss1qtiMfjmJ6elqZbMpmUqTqT7RlcGo1GhXPf1NQkmQyDg4N46aWXJCOAMILR0VHEYjGMjY3B7XaL7IU5G+y4s/Dc2dlBc3MzCgoKEAqF4PV6JYyRMtxkMinZLsPDw1hfX0dXV5ckTPMM293dlb2Pe9vExIT4a0hazH/O1tbW8Bd/8Rc4fPgwdDqdZAqMjIxgaWlJprP00WxsbMBms4nXcWZmBiUlJZITQEPy3Nyc7Hv8zDiR4HvCu01+M40eSCLtk8mkYJwrKiqE3EjKH4s3ysJ5j9Fqtbh69So6Ojpk0uV2u6HRaDA9PY3q6mqRKTY1NWFkZESafNwjmGViMplw6dIl9PT0oLe3FzabDZWVlQiFQjI54RlClYHdbofBYJDzHgBu3LgBu92O8vJy3Lp16x98vv/fBAEQedHCwoJISoA9LfYnP/lJqV7ZUWI3kThBjghpUKqqqkI6nYZer8eDDz4oHT3+WdIxSM9IpVK4evWqJIlevXoVp06dklE9NdE1NTVQKBSy8c3MzEh3gw/R9vY2/H4/rly5gvb2dpkQMK+iublZNkX+t0wmI190GmxmZ2ehVquxsbGBo0ePoqysTJKD+TCRhEMzN7Gf9EkAe5fvhoYG+SJXVVXJw6/VakXL98wzz+B3f/d3JcCFBkBywUdHR7G0tISjR48KdpBmTna6CwoK5MBmMi4LLZvNJubh0dFRdHZ2IhgMit6aJrTS0lK5CHCFw2EJQMlkMtjc3ITJZJILJLuRwE9CrlKplHQ6i4qK9mFtAQhrnlHobrcb0WhU8GgsDqg33tjYkMKksLBQSFRk9PN7Quwu9aKUnWWzWQmusdvtcmFiYii7pBaLRbq7AKQDNzAwID8TQ9huN+Pkl7nC4TDS6TRmZmbQ3NwMo9EIlUolHhySt/gzz8zMSFgO5TrMvgiHw/D7/WJoa29vh81mQ319PdLpNJ577jm0tbXJhZ4J1xUVFcKjTqfTqK6ulmKLjQF2dVh8U15CvCD/HYFAAN/73vfwxBNPoL29Ha+++irm5uYQCATw6U9/Gh6PB729vQiFQlAqlRgZGZHi4uLFi7Db7dBqtTLxKykpgdfrxerqKi5evIidnR14vV4MDQ1Jwby0tISlpSWRXTEU7dChQygpKcHU1JRIj1hg8AI1Pz+PRCKBqqoq7O7uorW1VUzJ/Hlv3ryJjY0NnDp1CgUFBZiYmIDBYNiXoM4JCk26lE8UFRXJQWiz2bC0tCQBZ8FgEGNjYzAajQCw79/Eld8oAH5yFmSzWZEjAHs6aGYLsGOb709jw+jtixSrcDgsv56/N5I/n06nZe8aGBgQljnD7Phe6PV64ZkDe3LCmpoaOJ1OSfkeHh4WjTEnZgBEOsOwP+AnBkbKdQDsC3C7k9e3vvUtnDhxAgMDA2J6p6SGev7CwkIoFArh23OSQCkWjZ6FhYVyuc2XlhKZeeHCBQGKOJ1OUQO8+eabqKurQ1VVFfx+PxoaGlBbW4vS0lIolUpMTU3hwIED4i2jtDeVSuHatWt49NFHRVYyOTkp1ByPx4M333xT5DkPP/ywULHYrKI8srCwELOzs/B4PFhfX0dvby/sdjvOnDkDq9UqXgnmBIRCIZjNZuj1esnhYWbH7OysNPl4bmcyGYE2LC8vyzMTDocRCoVw8uRJaLVaUQcw3IzFweDgIO6//36UlZVhenoaVqtVClveox555BHJ5mB+D6c3U1NT6OjowPj4OCoqKiTFnXcDPpfce0h/s1qtEhoK7GFrBwcHZUKTXzgCe8/q5uYmvF4votEotFotEokExsfHhdaoVqvh9XoxMzODWCwmUxIWOxsbGzh06JA0QJuamoR8xHvSyMgIbDabPIsWi0Wwt7xbkapFXyFxtUNDQ7Db7VAqlejt7YXP55PiyG63I5PJYG5uDlVVVdja2kJvb6/cR/naLDBvZ/2jFAif/vSn8d//+3//x3jpf5Sl0+mwtbUFq9UqznjqO9fW1kQuQ4OKXq8XAycNPclkEktLSxgaGkI0GkUkEpEuwu7urlAOqEmtr6+XC6pKpcLhw4cl1e/s2bMSxFRQUID5+Xk5JClRUSqVeO6553DffffJlzedTuPmzZvweDxCKlpfX8fg4KCQCMrKygBAJDE0ODOjYHZ2VkKk2Pnkxnvp0iU4nU6hb5C2EAwG5dDLZrNy+dzd3cXq6qqQY8LhsNAcTp48iT/90z9FY2OjaJgzmQwymYx0L9h1ZJiZx+ORw57yBo42aQCj6Y+X6eXlZVRVVcmGvbOzI3Qfm80mFAcSesiHzpcVKBQKoUpxsSOTnxoLYF8YFGk27EBQAgFALgV834aHh1FaWioBaES9pdNpMSBzRM33v7y8XEhSLEqi0Sjq6uqwu7sr3UEuMr3zCQbb29uC8ezo6JDiiAUNfRPt7e2iseWipvFOXtTLstik+ZTZJUyWNpvNEmaYzWZlukZT4tbWFs6dO4cHHngALS0tCIVCmJyclKmY0Wjch62lnAuAhAzREOlwOETmQNIFc0MIH8g3CJJlz2nF0aNHpQD0+XwwGo2CwKNsSq/XCy2FEpvu7m45xPn30BD5+uuvo6GhATabDTdu3BBjPy8ikUhENNU087/++uviZ6LEobKyEo2Njbhw4YLgESmFYjAVL5981tm9ZLJpNptFY2OjdPbW1tYEO0i/GD8/TmVjsZgQkxiMZ7fbxXzNJHlmVlBqwqIQgBiyWfDTYLqwsCBISWDPZ0JcKv1kLPyGh4flu0doAXXADC5SKBTC0a+rq0MoFBJkMCVJ7IZSkpZMJlFfX4+VlRXMzs6is7MTyWQSY2NjmJqaElkgqS0svtgtBoD5+XmRdQJ7UyHq1wlPWF1dlcvinb4effRRFBcXC/GJmE2/3y9hVqTL8GdOpVIwGo3y2adSKcRiMVy5ckWadqWlpbjvvvvwla98BZ/5zGeg1+vR2toqhSmbajqdDmfOnJH7AfHIfG6uX78uIBBix5mnpNFocPDgQfEqfPWrX8UTTzwhBUgkEpE9nhQ2yshILpqZmRGpU2FhIfR6PTweD+x2OzY2NsTjtrm5CZfLhWAwiKtXr6K+vh59fX3o6ekRfx7pikwX/1//63/hc5/7nMipgL29pqurS/DMvJjyDGSAW36YX11dHerq6uT9LiwshMPhEEkdKX2EPExNTYnP8eGHH4bFYoHJZMKNGzeExkj6GumQJBgCe1kANPHq9Xop8J1OJ2KxGFQqFaLRKDQajSBrS0tLpWApKCjA97//fQAQ5QLNy8ePHxffAIuD/v5+8VYyPI4AlYaGBnmuOa0eGRmRPUWtVmNxcVG8nBUVFQgGg6iurkYikUAgEBAlwdDQENrb2+Hz+YTQBkC+84WFhVI4kjSnVCpF9cHvdjgcxoULF8QA/g+tdywx0mq1qK+vl45p/vroRz+Kj3zkI+/kZf9JFy/Qf/VXfyWSkpWVFWxvb6OmpgYOhwMGg0G419TI88uo1+uRy+Xw0ksvSWVJJCZpJr/3e7+Hf/Nv/o2E2YTDYaHVcHTITjcNRul0GltbWxgZGRF2NbB3QVheXha0Vnt7O0ZHRwVPx2qWBBXSaLa2trC4uIhQKISHHnpILoXUtc/MzMiFeGNjA319fThz5oyYtwwGAyYmJpBKpWCxWGAwGDAzMwOz2Swa72QyCbPZDLvdjrq6OgncIRrs8uXLqK6uRltbm+jvXn75ZUH18TXOnj2LdDoNtVqNRCKBhoYGKBQK6dhcvHgRLS0tcvkNBoNiuMxmszJ6ZAduYWEBjY2NyOVy4hFZWlra10Wsr6/HxsaGGEC5rFYrVCqVbKD5kwWtVivaUS5q+vn9yeVymJ6eljEh6UP9/f2iG2eGBqU8lEgAe3ppGiZJgOF0gP8un88nGnAWP2azGePj4xJ+xgRYylDyg5wUCgUqKiqkEzs3N4fl5WWZSBw6dEgKCpJmRkdHxYTLgJk7VYbw8Y9/XEa0PLwNb+UiFBUVSQFPSlMoFEJ/fz/cbjdKSkqQSCRkHP/yyy/jzJkzQv5hoBX9GDdv3gSwh40cGxvDww8/LKhJfj7MEgmFQmJUbmhokAnPysoK1Go1IpEIlpeXxU8yOzsLt9uNl19+GW63G+9+97slp4Km9e7ubmlsMHwpHA5LcJ7ZbIZSqYTdbpcgNeJ6WdRubGzId5E0m6GhIfT09GB1dRUHDx6UQubgwYPQarV49dVXYbVacfz4cUlDvnHjBkZGRqTBwQ7vzMyMmJzb29tRWloqnfTp6Wnxh9CfwcyFpaUlVFRU4M0334TL5ZKmDKEDlZWVQuxiSNrm5iYaGhpE/rS1tSVUJU7fFhYWpADncrlcEhTIyzXBEYQ95JPH2Knk3mM2m7G4uAin0wmtVoupqSkAEI+DXq+XfWZzcxNOpxMKhUKkGTRR00PB/Z+dUoPBAKfTKcjHzc3Nn5lJQkb94uKiQBJSqRRqa2sFHUvUtFqtxtjYmARF8T27k5/tT3ziE5INwQ495XnpdHqfd4vT8MXFRZhMJuh0OtHvU0L42muv4e6774bb7ZamHs2iS0tLYj4+f/683H3MZrNAMQimiMViKC4uxtzcnDwPV65cwdWrV9HV1YXi4mIMDw+jtrZWvEBETysUCjQ1NUk+ydjYGCYmJiQAkQ0DTulDoZBIVlgM89/NpHUa/cfGxhB7i7iVzWYlWNNut2N1dRUtLS0SANnS0oKSkhJcv34dbrcbLS0tcLvdyGaz6Ovrw9TUlOSpaDQaVFZWYn19XWRFHR0dAkXJ5XJYWFgQ+Ec2m8Xq6iqi0SgmJydleuP3+zE8PIwjR44gk8mIrJh/787OjoBg2tra4HQ6MTs7K1MWBp+SCkUJGV9jd3cXy8vLsrePjY2JbyE/2yAcDsPr9WJ+fh4dHR0IBAIyMedzQkVCfjHN5GW/34+2tjYMDw9jd3dXXpPnLhtODPXLZDIiPa6rq5MwWtKI5ubmxHTMxuLy8jJsNhtsNpuEX9psNoyPj8v3iXIng8GA6elpkVISdnA7z/c7miB0d3fjC1/4gmhI375o1PpVWexu53I5NDQ0yCjNbreLXIAZAvnyF4fDIV2r7e1t6RAXFRUJ2/euu+6SSyAf8OLi4n0ae3Y0qI3nocQR5j333INoNCou9UOHDgk/+6677pIvAz9wAKJfJaZvdHQUjY2NWFhYwNjYGBobG0UWxYKEBwd16xzN8tDiYU4sok6nw/LyMnQ6HRoaGmAwGEQf73Q6xXDL2G9eVJPJJJRKJbq7u7G6uiqH6ObmplCczGYzXC4XotGoGJe3trbQ39+PkpISmUpsb28jk8ng6tWrqKqqkskDsaJMyU4mk8jlctja2pLigAx2Fl2MSF9ZWZHpDiVBjEovKCiQVGJqtdndz5fcLCwsoLy8XLB7zJiIvYVkjUajkmnBqQ4A+T6trq5KMclNmw9ySUkJ9Ho9FhcXZULA5zAej4tBlkg8xtJTA84OJvGHfC2TyQSz2SwGTBpQOTHjZI0jccra7vTFy19BQYEU4QAEbcppE4lhRqNR6CEkd6hUKhw4cAAmk0l8HJSPMKCvtbUVS0tLmJiYQGtrq/hGOL0iGCAUCkny+oEDB0QHy6kkdeS8fPCz1Gg0OH36tBzwvED29vaiq6sL6+vrWF1dFdRmOp0WEgY1rez083uZTCYlcVij0Ug4Ig1vu7u7ktnAApcTDx7sLpdLRt25XE4mIyqVCrdu3ZIMmbq6OileW1tb4ff7YbVaRQ7CgqapqUmmN5ubm5LuTUIHtf/0HxEywUYI9yea6ZPJpGBMafK3WCwiwzIajdDpdGJ4ZOgVjcpkuwN7l24iR3mo6/V6kWxWVFTIpYHeC2BPesg8CU5K2R3MH/97vV5pIjBfhosoa2rYORFlY4JhmWyeZDIZlJaWwmQyYX19XRoA9EgxP2VoaAher1eoTCMjI7eNQfxlLj6/iURCJjnUjDNkMpvNIh6PS+Dc8PAwvF4vAMj37fTp08hms/B6vZJ2TzAAG0H0AtGgq9FoZOqoVqvluxqNRvHlL38ZR48exbvf/W4olUqRgXV0dACA+FCI2OVEm0hzXqJ3dnbQ398Pm80mtETKotbX1yVDgT/31NQUKisr5d+p1+vh9Xqxvb2NaDSK2FsIV41GI8XCXXfdJUUQwQL8TsXjcfle8OdTKpX7nuOVlRXMz89jc3NT7j+cgNBPsbu7i76+PhQVFcHj8cgkjw2ZTCYj5xt9HCUlJSK/zdfVW61WoY5dv35d0Oe1tbWor6/HlStXUF1dLfu6zWaD0+nE6OgoOjo6YDAYMDIyAmCvAQLsyQw5dXC5XNjZ2YHFYhFEq8FgEHDB2NgYAEgxwnwI6vl5f2KmAidbwN5+UFNTI7KhqqoqaTLRM0jZE2EMNMqvrq5ia2sLGxsbst+SnMn8rlAohMbGRgwNDUkjqqWlBUtLSyKL4gTkdtc7KhCeeuopnDt3DufPn8f6+vq+9GSFQoF/9+/+3Tt52V/aor67uLhYRntkUcfjcdy4cQMtLS0SYsVY8UAgIH+Omi9eHJRKJba3t3H33XdjY2MD6+vrCAaDGB8fR3V1NYqLi9HU1CSFCYNaotGoyHJmZ2fxyCOPYH19XVi7TMAMBAJ44YUX8MADD8But8sBWlVVhW9+85t48MEHpZNOJjkNQEePHkU8HselS5dw+PBh0dGur69jYWEBDz30EOLxOF5++WW0tLTA5XKhvLwcg4ODQgMg6QGAyFl6e3uFV8zcg+npaTQ1NUmxRd29zWaD2+2Gy+WC1WqVSQfJQ2q1GiUlJZiensbs7CzW1tbQ1taGD3zgA1J0pNNp/PCHP4RarUZLS4ukSQ4MDODo0aO4dOkStFqtaAmDwaCEElGvnL+0Wq2kGgeDQXmQ2U0wGAyiwSZdpKWlRfTcPMyJXuTrk47BsLn8sCLKJ0jJCAQC0tGjWRvY606kUilBHJJRn81m0dzcLB4Mhvzx3xEMBmVawIOERjSn0ylY2/X1dbkwUVbS3NyM4uJi6XpyRMv1dnnVnbiIbaX0bGVlRbT3+fpsdhjn5uYwMDAgGt2qqipYrVY5qJh2TTQvzWjLy8tyqXzwwQeFgERDbV9fH8bGxvCud70LtbW16OvrQ2NjI6xWq1BOBgcHRc/KSY9arUZZWRl8Ph/Ky8sxNjaGtrY2pNNpvPTSS4jFYoJSJREsGAxiY2MDx44dE+57SUmJXPrW1tYwOjqKoqIitLa2wmq1Ynl5GTdu3JBRt9/vF9Pb7u4uJiYmoFQqYbPZZKw9MjKC5uZmPPDAA4Lq5UWUyatOpxODg4M4cuSIENoaGhoE2zc0NIRwOAyDwYCTJ0/Kz04tNYvb3t5enDp1CslkElVVVbhx44aE+y0tLUlnLRqNwuVyYWRkZF8OQ0FBAaqrq5FOpzExMSEBeV6vF9PT06ipqdlHOuJhnC81BCBZL7zEsLNIzTPfA/5eNg2Ib7TZbPLc5EMIuPLPUr4+PVI8HygfAvaewYaGBtTU1AidhkjtWCwmF81kMimFKbNlgJ8kvc/MzGB+fl6ITJTk3MmLBCqCBiYnJ0VKy/wPYoSJNGYDpby8HCdOnBC5WFtbG1pbWyWD48c//rHAPcLh8D6c8fHjxzE2NiZ482AwKGCJuro6fOpTn5JcAxLs5ufnEQqFpBlA6mFFRQXC4TAOHTqEa9euSXHw5ptvytTP4/HIZTQSiUhjwWAw4Gtf+xruuecebG5uorOzU7DO3d3dQlFaW1uTppjL5UI8Hkd7e7s8G5zC2+12GI1G7OzsSB4In3f6M9xuNzweDzY3N6ULX11dLYRAIjaXl5fR19eHF154AU8++SSOHj0qjbtEIoG+vj5sbW3h5s2bSKfTaGlpwcjICE6fPo1z586JP4x+jxs3bqC+vh6FhYXo7e1FR0cHFAoF3nzzTbzvfe8T83Mmk4FGo8GtW7fgdDrR398Pr9crUxtejpubm0UyqFarYbFYEIvFRKo4OjoqU38WBaRkUZLLptzOzg4qKyuRSCRE7si1vb0t5mZSiqamplBRUSEF+fnz5+X384zWarWYmZmB2+2WhjsVEE6nU8zPoVAI09PTAn4gEcnpdIockZImBrAS4nA76x3tAkqlEn/5l3/5c3+dOMpflVVeXo7l5WXBlhYXF+OFF14QLVdLSwuKi4sRCASkE8apwObmJgYGBiRJkx0IhpNEIhHhGRO593d/93f4+Mc/LmZJYu6An6AtPR4Pzp49K+EmlKQUFhYK07iqqgo7OzsidVldXYVer8cnPvEJrK6uora2FkajEdPT02Lcs1qtUtGOjIygs7MTW1tbEmXu8XjE6MywLY5u8w8NUjioseS/n9Hz3FBYlLAroVarsbCwgLW1NXnglEqlmK4LCgoEdcYUUbfbLV0uau63trawu7uLe+65R2hFHK0BkAOUqdUAhJxCneXb1+joqNCo2CXSaDTSTchkMtKdow50YmJCwvIYdMcpBt+TxcXFfZvJ+vr6vmh7XiT4nrLKzzdQsVPNC+nGxoZo5qmPrqioQDwex9DQEAoKCiTLIR6Pw2QyobKyUoq6+fl56aaur6/L38XQGmBP0uZwOBAOh0UTT/QeZRF3+qI0Ld+Av7GxAa/XK0YwaoMjkQjeeOMNVFVVob29HSUlJXKxeOaZZ/DEE0/Id7mvr0/MgfF4HFeuXMFjjz2GlZUVkTQRvev3+zEzM4O2tjYhrBw4cACbm5tyIQH2PpPh4WHU1dXB4/GguLgYRqNRJGYlJSU4efIkpqenkc1m8fjjj2N1dRUjIyPSLWWAHwDp6hkMBoyOjoovZmFhQZJa6fNhQZ7L5aQ45L5FHT1zSzhRVSqVIuHgVHViYgKTk5O45557YDQaUVdXh1wuJ11Ghh6WlJTA5/OhoqICFy9eRFVVFex2u2SAFBcX48iRI1IQkzqSLwHt7e1Fd3e3SGIosWN3NxKJSLYB80RIQGHHkO8Vi6vFxUWZ3DGBnBd6Umm4iK0ldQSAyLNoSJ+ZmRHJEgCZRFBaAECKVKZ5z83NCf51fX0dFosFOp1OGj2RSESS2gHsu/BTRlNVVSVesIqKCvh8Pvm7eSZRsrS+vo7y8nK5zNK0fqcvaqrZjWbCNt+z/Cn3/Pw8gsGgkLf4/rMjH4/HJbl6amoKZrMZFy9ehNlsxpUrV5BMJkV2RBwwG3+jo6MSSmW1WtHS0oJcLidTMJ5Xi4uLWF1dRWVlpZB/qElXq9U4efIk/H4/0uk07rnnHoGUWCwWObNIp8pkMshms3jkkUfQ29uL6upq8b8R58pLIBudAGR/Z64GjdP595OZmRnxLvH8IdKVk3C+dkFBAaanp0WyPDMzA5/PJ9/faDSK6upqkS8yAZh6fobZbW5uIh6PizwpHA7DbrdjYWEBfr9foC3cC/r7++Vc/853voMHHngAFosFTqcTW1tbOHLkCNRqtTwXJMrxfrC+vo7h4WG0tLSgurpa5EY06/MeuLOzA4fDIYF4BoMBs7OzIlNlA47+Ii7uG21tbRgcHIRCoRCZEz1sLNxbWlqkkTMxMSETVU6kidleW1uDXq/HzZs3YTKZMDU1Je+BxWIR4ptKpZLvI6WRWq0Wzc3NGBsbQ3l5uXg5/6H1jgqEQCAgle7PWjzwflUWuyvb29tQqVRCKqGLPr8L5XK5hIRA3Xw8Hpcx9+bmplwSaWq+deuW/F1qtRqdnZ0YGxuTsdmRI0dQWFgogVqNjY2C6aQch93Fzc1N9Pf3C+aSCY3Nzc04ceKEHPIMgKE8hWmx3MSKiorwgQ98ADMzM5LqWlJSgtdff130xolEQlKOS0tL5dK0vr4ugTRvvvkmnE6nZCkQMzc6Ooq2tjaUlJTgypUrYk4qKipCXV0djEajdCa2t7eh0+lw+fJlvP/970dPT4/obLkptre3y4izuLhYmMistqm3o6mIyLv5+XmEw2HR77+9611RUSHayZ2dHenq0QPBCzIA6Sa2tLRgYmJC6CnJZBLDw8NCZ6CkhVMBFgqFhYVYXV0VnjVXvvmZMiRKJKhTpHzE4/EgFothc3NTOoKBQECkcRqNRhJGWcyQSkGsI3MNRkZGxDS9s7ODhYUFuFwuOJ1OTE9PC2KOGzhNstFoVEghd/oi0vPWrVswmUzQarVCvSLelM+d1WpFV1eX0MT4fSoqKsKnP/1prK6uIhgMSpc9FArhxRdfxO/8zu+gq6sL09PT8prJZBLz8/NYWFiQi++5c+fw+OOPSyrw2tqasKzZfevq6kJpaSn++q//GidPnpTxfiKRgMfjERzp888/jw9+8IMwGo1obGxENBrF17/+dXz84x8XmQUAnD9/HoFAQH4Wi8UiBSgnK0QkOxwOjI6OoqWlBbu7u/je9763L130gx/8IDY2NvDss8/i3e9+N8xmM373d38Xv/mbvwmj0ShBUz6fT2hf1OA+99xzOHv2rHz/fT6fTEsOHjyIl19+WXTL7IZxOsvGjd/vl326sLAQFosFV69eRUtLi2hsk8kk3G43Kioq4HK5MD8/LzKb7e1tjI+PC8GHqcMApEvITnxpaSk8Ho8YmN+OMG1oaBA5ZTabxcTEBAKBgHTrstmsSH+4p/C1+VpM6yXimSbwzc1NSVAHIBdOFmGUXHCPYLoyQQter1f4/Ol0et+kNN9LRSgD/30NDQ0CxPhZRKY7bVGqOTg4KBr4ixcvorW1FWazGTU1NdKUGhoawpEjR+BwOESGm8vlsLq6CqPRKFQtGn6Xl5fFl3TgwAGsra1hcnJSPEzPPPMMHnvsMYTDYYyNjWFnZwcVFRUAIDhiTq7p6dLr9XA4HII3LSgowN133y0yk9LSUtkb2IAiu/7ll1/GkSNHpLAOhUK4deuWNJsuXLiAd73rXQCA2tpamZpQ0fDQQw8hFAqhrKwMVqsVAwMDaGxsFJlVd3e33EdaW1uxubmJv/u7v8Px48dRVFQEpVIpsmHKfen7+NM//VN84QtfkAKdgZu7u7t48MEHpVlJoy7/bU6nExaLRUApLS0tYjKnHLSxsREDAwMYHx9HLpdDf38/Ojo60NbWJiZ/YK/5NzU1hZKSEoyMjODUqVPSfOPF3eFwYGNjQ4IDe3p6sLi4iFwuB7fbLd/5oqIiVFRUIBaLyV2LQamkPpFgaDAY4PP5BFrgdrthMpmkAB8cHAQAdHV1IZlMSq6BwWDArVu3cOLECUmH7uzslNfUaDRC0pudnQUAUXpwYtnZ2YmBgQEAEMkpUdRjY2NwOBwStFhaWir/xnA4vE+6+Petd1Qg/NVf/RV+67d+Cz/84Q+xsLCwz9gJAJ/5zGfwm7/5m+/kpX8pK5PJCDOe4/yGhgbp8s7OzqK8vFz8CGQr06DjdDoxMDCAzs5O0SvykEulUtLFtVqt+6g57O4xzTAWi+HmzZt417vehZ2dHSnClpeXRdOeTqclNCgWiwmijF9MhUIhjG+NRiNmyEQiAb/fD4VCAZvNhrKyMhQVFcHpdEp3T6fTiazB5/MJe5xG7fHxcWSzWYRCIfh8PhkBbm9vo66uDhsbGygrK8PAwACam5uls0eDMN8zPqTUh/LiTmIJu+SUelEfHY/HJWQmP4mSGn/+DKzuWeTxQrewsIBgMCjGJOAnhCK32y3ddWBPz1tUVCQ6T05FyKre2toSUxmJBPmGJUqEGEzHiQkAeZ/Y1SGthpdwpVKJSCQixlpumkajUbpelLCxC8ifnwZ16qnZYcjXLAM/4cGTtcyixmw2o6ysDAUFBbIxc4Mhapeyh+rq6n/Mx/L/2qJsjAQcZj/Qk0GpDfATn0I+BpiTmpKSEly7dg1erxcOhwOTk5P4yEc+IhSKaDSKmpoazMzMiMyGr1laWory8nLxAfT29qKyshLZbBaLi4tysWM36cknn5SJ1JEjR+ByuVBUVISFhQW8/PLLaG1txcrKingKxsfH0dXVJfIpq9UKAELmoB9Fq9XiQx/6kOA68793lJjMzc0hnU6jpqYG4XBYSDs0Up44cUKSZj/5yU/u07hzokDtNXGgL7zwApqbm+F0OqFSqRAKhSRZend3VxLhKdnh9JW5E8yHoGSE5t2enh6UlJRAo9Hgxo0bUtjly3KcTqdI8BiEx05x/neYUztgryAgPx3AvuKARkVqkhnORtMzgH0FPhfNyrlcDlarVbxd/O9erxcmkwlqtRrj4+MyLR0aGpJfLy0tFR08A7oWFhbQ1tYmEw1+5+mnYRFEvbTD4cDU1JTsySxYiPnmz3+nL+YSGY1GmRw99NBDIvf8yle+go985CPY2tpCU1MTNjY2hCiUy+VEc6/X67G6uoqpqSnxzpSVlSGbzaKqqgrA3iSaZ5xOp8Ojjz4qr+XxeJBMJsXPx0uc3+8XZHhtbS0OHDggkzfSzigjy6ck2u12RKNRuSssLi5K1gPPbuZeDA8PC6mpqKgI7e3tWFxcxMrKipytg4OD2NraQkNDg5hT6XuoqakRDCYnzQqFAqlUCkeOHBGKHRHiVDIkEgnEYjEBl8RiMZmachJBlHQsFpPnj0AH7sGkLLF4CAaDKC0txfLysjybpOvRG8PCnJd7YI+ot76+jp6eHhQXF+ONN94Qmh+XXq/HysoK6uvrUVBQIPcho9GIoaEhFBYWSuNieHgYHR0d8Pv9srcAEMAC77z5iHAAAkahP5WNupWVFUQiEZGp0yi/tLQkmUoMWFtaWkJ9fb3AKhobG+X55Dltt9ulcVNYWAiPxyP/3pWVFWn4EdbCu93q6qp8D25n3VaB8OKLL/6U8VihUODs2bO39Zfc6Wt+fh4ul0vMMplMBl//+tehVCrR09MDi8WCeDwuB1EikcDFixdRW1srBI7KykrpttNERJMOmdpkIJvNZslS0Ov1yGazGBsbQ1lZGSwWC4qLi6HRaOByuaRKLywslAOQ+Qvd3d0SxkVT8sTEBP74j/8Y73nPe2AymTA/Pw+j0Sh6fwBCQGAqXyQSQS6Xk0s/x5mVlZWIxWKIRCLo7+/Hww8/jOXlZZSVleH69esYGxtDZ2cnioqKBO1aWVmJpqYmtLe3CwmnqalJjMY8EIkmHRsbk8vHu971Lvj9fjQ3N0OtVqO3txff+MY3cOrUKZhMJun8pFIpxONxuN1uMfLlc7zJlDebzRgYGEB7ezsASKqzz+dDLBbD8PAwcrmcFBP5i9kCwN5hW11djUgksi9hWaFQYHt7WygFbrcbi4uL+6YInI4Ae5c1XnJoTCI9iYt6ybGxMRnzl5WVCc2Kuloi4zidoMwgm83Kd4TFFTc3lUqF6upqNDQ0iBY/FApJ8qrL5ZKiFoCE0DA1F4B4ZdgNvdOX3+8XzJ/BYACw915RkkPu/Y0bN0QjXF1dLWhcds90Oh3MZjO6u7vh9/sl1by8vFwmQ263WwygV69eRVNTkxgHPR6PfF91Oh0+9rGPIZPJ4PLly0JII+aOxuLa2lr4/X4p2jidLC8vRzabxVe+8hV88IMfRFVVlWBPWVyurq4il8tJom5tbS2Wlpbg8Xiwu7uLrq4ubG9vY3l5GdPT03j44YexubmJwsJCXLp0CbG3sKz33nsvstmsXCZTqdQ++VN5eTlqa2slPG5qagrxeFxIYSyo/u2//bdYW1sTxGgwGMTU1JR0TzmBWFhYwDe/+U089NBDYjwNhUJQqVQiceKhv76+Ls0ApVKJU6dOCbKaCOfOzk7Mz88jlUoJipQoY6vViq2tLTQ3N8s0mHz8WCz2Ux6loqIiaWxks1kpHoiLpWQAgHymwE/oQwBkr0gmkzIB9fl8KCwsxPj4OEpLS+X/UqmUXLiAvXOqoaFBgBcGgwGTk5MAIJ3KtrY2rK6uSlODnW02BjhN9Xg80hDR6/XyMwN7cixejO/kNTQ0hKKiIpHKsXExPT0NtVqNmpoa/PCHPxStv1arRSgUEokIJS4+n0+wwOl0WnI86Eva3d2VDKSlpSWMj4/LJGZxcVHyjIxGI/R6vdDPmIXCv3dtbQ2xWAxdXV3QaDSCVzYajfD7/RgbG5Pm4qVLl3Dw4EE0NjaiurpaGhssmuPxOM6dO4cjR47I9IEX+KamJqTTaTHAHz58WNQHAwMD0hBj4vv6+jpqamowNzeHhoYGeDwelJSUCECF5zibGwwkHRkZgdVqxfve9z7R5KvVaszOzsr+x+bd0tISEomE/B1lZWVSUDP3gJ/lzMyMkJoMBoNItysqKkTT39/fj56eHiwvLwuuml4/TvwXFxfR3d2NsbExkVASfNLZ2SnNP2BvusBnjbQynsukBZImRKJVYWGhyNpIBNNqtTKpZVNJqVRienoaBw8elKKMKGkW/xUVFXC73ejt7UVDQ4OgUmtqakRy3d3dLV4bw1sp7g6HA2VlZVhfX4dKpZIpQUVFhcgs+TOwUbC8vHzbHqPb+l1ra2t4/vnnb+sFFQqFjLp+VRa7/wAEgfepT31KZBz0BHBUTb1XMBiULq/JZEIsFhP5hkKhkO7/xMSESGrC4bBolEngyWazcDqdIp/JlwYpFAosLy/DYDDg6NGjePnll2G326HT6VBcXCz+Acal7+zs4D3veY8EE9XW1krBQlzo2tqaBJ6QjsKDO5FISFeVab/pdBqVlZVwuVzwer0yXjt06BC6uroE2bW4uIjZ2VncddddkkhNk+jOzo4UWfkBUW1tbQiHw1heXobZbEZHRwe0Wq2kC/6X//JfkEgkcPXqVbjdbiiVSmF9s+uQzWal+8jOHrvFJpMJY2NjgkGkmVOhUEgCsdlsxvDwsAQpARBdMQ9PEhfYDWb3lYQZAKKxzEcmEu0G7F2u7Xa7GOEZoLazswODwSB+jWw2K9OG1dVV6QCQHERylMFgkAInk8nI5YbdGb4HXLW1tfJn1tfXxdzE7jWlLNTWMnGYCbvA3gWHibb5eQp36lpaWpLpYFVVFTwez75nj1OX8+fPo6enR5JGGTbV2toKnU4nG7bFYpGLJf9sLBbDtWvXYDabpSPe19cHo9GIwsJCId8sLy/LJYQF/fr6OnZ2dtDZ2QmlUokf/OAHMBgMOHDgAIqLi9HY2IiamhrodDpEIhF4PB6RxX3qU5+SZzs/2XVxcRE7Ozvye3kRGBkZkWBDFhkMeqQhm56ira0tfPnLX0Y6ncbIyIgUoEQzer1eVFRUCOGJkheLxYK5uTmo1Wphsk9NTUGhUKC7u1vY3z/60Y9w8OBBJBIJvPHGGzh9+jTi8bgEL2k0GnmvZmZmkE6nkUql5IBdXV2VEKK2tjbh0vPixUYLANnf+GsbGxuwWCxCZiNAgs9jLBaTAEJKDfMpUD9rkTbGZ4jFgcPhEBlfU1OTkI1oxmYaMv08/F5ub2/Ls0lJBvATmSO10SUlJcLnB/aaGZzusTlksVgEu+r3+wHsNSIaGhpEd81pJLuj+fkpd+qKx+MCsKitrYXX60VZWRkSiYTIS8xmM3Z2dtDU1CREP+raTSYTfD4fZmdnkcvlhCaXT8aidO8DH/gAtre3BSQRCASQTqf3dZQJGyFdib4tYsTZ8SYJjkU2G49EGq+vr+PQoUMyNSdohNhPdn/vu+8+LC0tyeQrFArB4/HIcxCJRARnyu/n8PAwHn/8cTQ3N2NnZwezs7OYmZlBMBhER0cHbDYbvF7vvv2BcqeCggIMDQ2htbUVtbW1cLlccha1t7eLzp/PMwM2fT6fFNVVVVWCld3d3cXCwoKQx9RqNRobG+FwOFBVVYWxsTG0tLRIw6q0tFTgAMxb0Gq1qKqqEqJSJpNBdXW1IH4ByJk7PT0t0wsCGSghZEIxAPlsaCqmB4xFNbMwlEqlNBEYWEtPweDgoMhZFQoFXC4X0uk0AoEAampqRDXAQnNpaUmIR2NjY6ivr0d1dTVUKhXuv/9+vPTSS8hms5ifn8fu7q5MUShH1Ov10iSgR4WIczZ1GbS3vr6O2tra23rGbqtA8Pv9+Ju/+ZvbekEAvxLdh/w1MjKC7u5uedhzuRxWVlbwJ3/yJ/iN3/gNOBwORKNRkRIwVjsUCuHNN9/E+9//flRXV+9Lyk2n0/ijP/oj3HvvvQiFQqirq5MRMkfqAMRYypRAJh8ODAwILYCGq0wmgyNHjkj3k9SeH/7wh9BoNDAajbh27Ro6OjpEY0biTyQSQUNDA8LhsCBFeQnNZDLicCdlI7+D7nK5oNfrBQMaj8dx69YtKQQMbwVEzc3Noby8HHa7XTBclLVQxlRaWgq73Y54PC4Grlwuh7q6OjkkiW68++67oVKppAsbCAQkoj0QCEhH3+/3i+7y6tWrklJM8zIAmYwwBG1hYQE1NTUYHR2VTh51keSUU6dOjwLTTrVaraAR+W8AIJ2LfAMi/24uytK4ATEPg907ysGIVaWmOZPJ4ODBg2IWNRqNsrlR81lUVIRQKCQj29HRUVRWVkr3mQhd0pGoZ9/Y2MDMzAyqq6vl99XV1cnky2QyyWdJf0RRUZF0re/kVVpaipaWFqhUKszOzoq5PZ8ZXlRUhNOnT0uXjfkA9CcwCT0Wi2F6elo42iR66fV6HDp0COfOnYNer8fAwIBo9JPJJK5cuSIF2MrKihScarUax44dk3Cb8fFxHDp0SAKE+O+n3GVpaQlbW1ty+c1kMpidnUUqlYLL5UIoFMLly5dRWVmJuro68ceQWnTgwAGUlJSgtLRUvnfUXLe3t0uC6P/4H/8Dn/rUp4RO0tHRgYWFBUxPTyOZTKKyslKKARI/EomEmPq++c1v4uMf/7jQ1yorK0X3uru7i7m5OXz2s59FUVERhoeHpZilNvfSpUuYnp4WjTTxxKQP5RsY6+vrRd+9tbWFeDyOxcVF1NfXiwQzEAiItICBlSzS19bWJCwL2NPo6/V61NTUyCSEExxeFqampvZd2gFIeBYNgiqVCnNzc/u8BKQKMUCR3zfKPqPRqBgLM5mMeAX497ARRGN7b2+vSIg4AeA0hvQkZkJ0dHRIVkJnZ6d8p1OpFBwOBwYGBgTDTXDEr8Ii5juRSAhakhO/yspKBINBofkAENleIBCQjiwA+f6WlpaiqqoKr732Gvx+P1wuF37nd34Ha2truHTpErxeL4LBII4fP46lpSWEw2GRzTGPghdqBv81NDTIs7K9vY3BwUF4PB4sLCwgnU6juLgY09PT0oGnxGlzcxOzs7NwOBxYW1vDzMwMDAaDNA45reS0JJVKQavVIpPJCHmxt7dXgtbS6TSOHz+O5uZmSXumVHFgYAAajUYSf9l0mpmZke5+/mQkHo+jtLQUzc3N0uQkUezXfu3XoFKpJCuJIYkGgwEDAwPIZDJwOBy4du2a+Gr6+vpkT6Z0iRlbRIo/99xz0umPRCLyzMzMzODgwYNoaGjA2toaFhYWBKfOvIBgMCjhl5QynTx5Uiatvb29QpRbW1tDJpPB1NSUeCr1er0gcon5zlcPUP7M3BgqJrhPEopQWlqK2dlZJBIJAWjwv7NxAECgOIFAQMIXmfV09OhRjI6Oijm8paUFCwsL0mSOxWLyedvtdglW4zRDr9f/1HT0563bKhD+1b/6V7f1YgzK+rf/9t/e1u+/U9bZs2eRzWYRi8Wwu7srTNqGhgbhZOv1emFqExuWTCZx6tQpSRomH50Ju5/85CfhcDgELba1tYWysjJMTk4imUxKkm86ncbTTz+N3/qt34JSqUQ4HJbcg6GhIbS1tWFqagq1tbUwmUwYGRlBQ0OD8PAfe+wxeTiBPRM5TUJMTmUicjqdRm1trej+U6mUUA3sdrtcVqipJy2JBBtucjTMjIyMoKWlRTqZDOpiAjJTYSl5oQeBOnq+p+yCbW5uIpPJoKmpSbTICwsLghtrbm6GSqWSw72wsBA3b95Ec3MzNjc3YTabodPpJKG6ublZEoaj0agckmQNk0luMBhgsVhk2vH2lGB2MXjBJqGGlACOYt9uAGLHiL4HkhDYWc7PToi9FZTETYOZE263WzYgSiXW19flckDDI30s7JqRqc7vZCqVEvka0yfZkaQEjr4ItVqN1dVVKQ44naB+mv6OO3298cYbaG5ulknT4uKiZABQGkD5EC9wnMCQXc/3rqioCKurqzhw4IAkZ968eVM6hdXV1Xj++ecRiUTgcDiEJKLRaGQETlkNL/hKpVIM1DRD1tTUwOVyiWlxenpa9gNmhhCckE6nZZ/q7+/HI488Ipckst/5962uruL73/8+HnvsMZSUlKC3txcnT56UqUcmk0Eul8OpU6fE0Ov1eqFWq8XL0N3dDbPZLM8tyV6cysXjcTzyyCMSxsapIf0Wm5ubErAWj8dlEsU9i3KmZ599VrqwNptNOvoej0cudT09PXI5pIa7r68PHo8Ha2triMfjWFlZgcvlwqFDh8RLcunSJQB7F+7CwkLEYjH4fD7pnO/u7opGn3sKD3iu/OKAOGYAqK6uFhkSpw5c1HgHAgGUlZXJJWdubk4mDizAKe9zu93SnQ6FQj8VapRPHNPr9aLRXltbk8YWw9S0Wi10Op14qxKJhPxvYG86SKnUrwKhjM8mi/iRkRHs7u5KIeX1eiWEtKCgALFYDBsbG5idnZVJDzv+lZWV8rrFxcW45557MDIyAqVSKUW0Wq3GG2+8Aa/XK9973gtsNptM2TiVZ6Ovvr5eJjycrFEWxLwdSojY/CsrK4NGo5HMk0QiIZp6nkGBQECQ1cXFxejt7cWJEyekGKJEOl/aymCskZER1NbWyjOrUqkEpcznNn+KxAm1z+fb52tTKBRCbczlckLsSiQSQgEbHh6WsyOTyeAHP/gB7rnnHiQSCZEx1dXVyVnFpgJlTF6vV2R29FayQVpTU4ODBw/i1q1bcDgcIu1mJz+Xy0mBsLKygtbWVplq9Pf3o7y8XKAb4+PjCIVCMJlM2NraEiQpC+78OyA782wKkuJEX8nu7i6qqqpEMsZpEbOv0um0TBWYWUDQAgDZf9ggpJHebrfj0qVLUKvVqK+vx/T0tBCgkskkGhsbJSyScm6qRkwmk3hubldi9I6SlL/85S/jX/yLf/FT/725uRmf//zncenSJfz5n//5L/qy/+SLiYz//t//eznsLBYLMpkMhoaG5DJH7dyxY8dgt9vlSzI3N4fx8XGcPn1aCgSOk1OplFx4GU1OBNe1a9dw8uRJCbcgB59oyh//+Mfo7e3Fb/3Wb4kZSa/XIxwOCyHD7/fjxIkT0Ol0slFSKxkMBsW4bLPZ8Prrr4tDnnSFsrIyMSZlMhlMTEwgnU6js7MT29vbGBsbQ3t7u4zDwuGwPAQ82N1uNwwGAwYHByU5mKarUCiEsbEx8U8sLCzgG9/4Bj760Y/u0xUyXVahUKCurk7GvCzYwuEwrl69CgAijaDJkd1ut9sNn8+HS5cuQafTyUNL49TKygo2NjYQDof3mYO5aODkSPbtB/vbl1KphEKh+CkDFL8vvGg7nU4xNLPAACAyp4KCAnn4tVrtvqreZDLB5XJhcHAQ1dXVcgEhBeLtwWwsFmw2myT0Hjx4EKOjo7Ix1dTUQKvVCr+bEhcWAdFoFGq1Guvr64jH49BqtTLRotmeKeJzc3M4ceIELly4cEenrd57770IBoOCtCMCkMCACxcuoKurCwaDARsbG6J7ByBEMJrPaRKfnJyExWJBUVGRAAx0Oh0GBwcxPDyMp556CuXl5ZK7EI/HpaMTDAZRXV0tOl9OkhYWFiTJO51Oo7W1VQyT7KLzEk46UmVlJTY399KCd3Z2cOnSJahUKtx3331Cm2JxDexJKdmlA/Y09d3d3bh8+bJ0zV0uF3K5nKSLf+9738O9994LYO/iVFFRgcHBQSwuLqKgoAA6nQ5Xr17F6OioTGGpyy4rK8PKygoCgQDuu+8+SexmounKygq+/e1vo7a2VrqwvJTEYjG8/vrrOHPmDKqrq3HhwgUpSEmNYzJwMBjE0NAQGhoaJG+A3feamhosLS1hY2MDJpMJDocDS0tLMjFgp5QSOhp2CZkoKSmBTqeT/YAccV4CFArFPuIP6V6xtzILSktLJR+BhznBDqurq/tSzd++8jXEXq9X+PQA5CxhNgYbJwzQ4s9OFLff7xeCDhe9Xtvb2+JriMfjCAQCcoG6k5/tp556SsLwAMjzptVqcfHiRTQ1NaGurk5M5Ay0S6fTWFhYkCZVX1+fyKI53WVTiVMw5ir4fD45K27cuIHy8nJBh7/88stilLbb7dIwpHeIz+0999wjxmQWt/kd74KCAslPYePt8uXLOHbsmJCSMpkMrl27hh/84AcA9uRr9fX1In9mhkIgEBCfJC/zbrcbiUQCr732Gu6//34oFAqhM8ViMSlaWHSNjo6ivb0dbrdbilqaX4uLi+H1euUM29zcxNraGoLBIK5du4aRkRF0dXXJxE2pVMp94+jRozAajejv7xfJkVKpxOTk5L4wr97eXjgcjn0eGZVKhdXVVTQ3N6Ovrw9VVVUywTEYDFIo8wxjkUdlAbC3jxw+fBjxeBzl5eWYmppCIBBAXV2dZFsAkGeU0xq3243r16/D5/PB8BaqlsnmhYWFUpgGAgFRiuj1erjdbiETMbMFwD5kMQAcPHgQyWQSxcXFoiQpKioS1DqLk5qaGuzs7OwLP8x/HU6aeS9jhg7lZzMzM/84Sco/zwE9PDyMJ598En/xF3/xTl72l7p4ADD91Gg0wuFwwGKxSBhNcXGxPGzcpI4cOYKBgQEEg0E0NTWJ0ZByjampKbm4KZVKvPjiizh79qwcMNFoVA5Hphk2NjaisbFRuvgsHrRaLex2OzKZjDDaeVmNx+P7Cg2z2YzV1VUUFBQIj9hgMGBubg4TExPo7OzE6uoqrl+/Drvdjvb2diG4+P1+1NTUSGIqL0UM0aLOkUSQ+vp6fOUrX8GRI0fkQZ2cnEQ0GsW3vvUtHDt2DCsrK6ipqcFrr72GhoYG2Gw2CfUaGxsTuhDRgPkpi+wIETNmNBoxPz8PnU4Hm80mxCRujiya+J4VFxfLZZomy8XFRcH05mNJWdnTCPyzDm8a2GJvpWJTsw9AOsDs9vOBjkajcvl7+2uyC0hEWTweh16vlwlJfrFC4xYD1vJfw263o7S0FKurqyIjoRyJa2RkRIyLTJhNJpMi22KnnRdlbj5En9I0z8/oTl8MAuN7oNVqJcxKrVbjwIEDYvriBK2goEAmCdFoVC681A5XVlaKvp2TIKVSCZfLBbfbLV2h7e1tOBwO0RZHo1EkEgkJFctHDlMmw7TUmzdv4uDBgzCbzTCbzaI/5iGqVCqxsbEhFwqa+FQqlXiCpqenUVhYKDSQbDaLlZUV4fkfPnwYRqMRBw4cwMLCgmj0gb2LktVqxYc+9CH89V//NcbGxvDRj35UOPtbW1tYWlpCKpXC9vY24vE4zp8/jwcffFCyG3hZvXXrFo4ePSpNDGZp0GhP6Q4vMNevXxfUIOlxTEpmgUGMKF/D6/VCpVLBaDRic3NTCoR8PxAbDIuLi3JZYDAjAMFQ0tTMP8OLAulqAPYV/AAkIXVubg5arRYmkwkejwcbGxvi6bJarfD7/eJ7cDgc+4IH375YHPh8PikW2OAoKioS+YTT6ZQk2vxnkj6pfNMmsAc9YMFBOUw4HJYJOkEbd/oymUySMEuC3draGsbGxvCxj31MvDevvPIK7r33XpSWlgqhzG63w+/349VXX8XHPvYxaY7s7u7CYDAIVYvPDnOO+J5RAkeoCfOI6KnjVNput4sKYWdnRxCY9NjQs8aLdTQahd/vF6CJ1WqF1WpFa2srRkZGxJczOjqKTCaDz33uc+KHHBsbw8rKChoaGgQcEAqFJImc5CJijR9//HH8xV/8BTY2NvD4449LUGQ0GsXGxoYQAxOJBAYGBrC0tISKigrBQn/nO99BKpXCv/yX/xJqtVrON0puVCoVjhw5IgnyVDAw8dfr9UKpVIq5GIDo/Yl/5nnKaQH9k8CelN3v98Pn84mHsaWlRQiHhLLwPJyfn0d7e7tQHpmvRKQyZc782ek1tNlskkrPgFNgT4UQiUTgdDrluePEj/JTLuYuMI+EqHyCK/Jljnq9HmNjY9jc3JSCVKPRiHyMP3/srVA3LvpRSktLJfS0qKho37+FOTIMRPyH1m3vAuRmA5DwjrcvhUIhnbVfpRWPx1FfX4+dnR1cuHABAwMD+NCHPgSj0SgcZX7At27dQmlpKY4cOYKamhokk0nU1NSIDs9qtQrBZ2tra18qLkkIvIDwgkrpR3l5ucg5+GDSnZ5MJiVAiQSNQCAgXypiCw8ePCimVqvViu985zuoqqrCwsICTp48iZKSEkkD3d3dhcPhECPiXXfdha2tLUSjUYyNjcHlcmFlZQUnTpyAx+MRjjJlQtFoFK+99hosFgvuvfdefP/738fnPvc5qFQqDA0Nob6+Hu9617tw+fJlnDhxQrpmL7/8Mj7xiU8IJcJqtQo6cHt7Wy6pHL2zAtbr9XjuuefgdrtRXl6OWCyGoqIipFIpIYOw8ia9hmm5Ho9HukAMgcuvnKmRJA5WpVJJWm4oFIJarUZRUZFc0KmR5PSDDyqLCkbVq9VqkQrkI/DermEmao8XNHYBqZkm235nZ+fnUggCgYDo3i0Wi2ifyb1fXl6WjhflHqlUSrB0AMSMPzQ0BI1Gg+rqaul+shjl5ehO6yz+rGU0GmG1WtHQ0IDZ2Vkxh9OcS8rY/Pw8RkdHUVNTg+rqakn9ZrhgJBLB3NwcGhsbJayQ9LLJyUm0tbWhqqpKNOYLCwsCNWA+SjablQsrp1/BYBCjo6M4c+aMMNp3dnZQUFAgtJR0Oi0FMCUwra2tQkJbX18Xosb09DTC4bAEDh44cAADAwN44IEHhPv++uuviy779OnT0Gq1uHnzJgoLCzE3NyeTDDK0a2pqpDuZy+XEOMtJYXV1NWpqaiQpvrOzEyaTCalUSuQYN27c2BdGGY1GJRQpm81KXsWbb76Jnp4e6HQ6NDc3I5fLCamEXfDJyUns7u5Co9Fgc3MTDodDuod+v19M1+vr6yIfIGGov78fZrNZAp34eVBLzAKDi4UGJwe8bHOVlpYKjpRFAGVPlAryos9JDhsjb88ayA9l46qoqMDc3Bzm5uZEutTS0iK/j/pkXhpIKGKOjcPhEGpTZWUldnZ2MDk5iampKdTV1SGTychr5JPJ3n7BuRMXpYH0a/CzZrOLibfV1dUYGhoSs3kul8Ply5dx+vRptLS0IBwOw2KxiI+FWRBs3FHuw71ydnZWzgv6bmKxmDwjnNzp9XppHBJAkUwmEQwGMTAwgJKSEjnD2BU3m80SkLe+vi74Yu4hgUBAziLir5l4HAgEcPPmTaHoHTp0CGazGa+88gpqa2sRjUYRDodlwm2xWISsQ+MtST0AcPHiRbz3ve8VecvLL78sPsTNzU2cOHECq6urmJ6eFqku8BOiHi+rGo0Gr776KsbGxuDxeOBwOHDo0CGBwDBAzmKxYHR0VBKXWZiTLEciG58n4psXFxel8M/voFutVqhUKtTU1AiOeHl5WZqsDIEk/GB3d1cwq7yj1dTUYHl5GZWVlSgoKJBnl00Rm80mKgEA8hkWFRVJ+Box5x6PRxoInHoFg0E5661WK5LJJIaGhkQKzF9zuVzil+O5vrW1hfX1dZkqLS0tIZ1OyxSWSgI+1/RmplKpfeqHv2/ddoHw2GOP4SMf+YhchL7+9a//3N977ty5233ZO2J5PB4AkC8EY+qppSfv3ufzyQPCjASOdUOhEBoaGmTTYEgQ9c7Anv7wxIkTEuPNNTMzg46ODqyvrwvlgp3Cl19+GY8++igGBwfhcrmgVquRSqUwNzeHN954Qxz7iUQCbrcbZrNZChIi9FKpFHK5HGZnZ6HVamVKAexVtn6/H9lsFmtra3j22WfR2NiIVCqFpaUldHZ2ij6Z43H+XmY7RCIRbG9v46677pINr7KyEktLS3A6nWhpaZFLQGlpKerr60Ubvb29LRpJ8tjT6TRMJtM+o1ZdXR1KSkrw7ne/G1tbWxgYGEBRUZGQfehhoGdhZWVF/Bo8CPkZA5DpiNFoRCQSQVFRkVCRSENgrLrZbEY8HpcRPLtQfK38Kp6bAVf+5ILEq/ziBdh7+PORpVwKhUISqNllzqeYMPmTeF7K2QoKCiTQi4spzNlsVrwf1C6+/dLPAt9qtWJ5eVkuMm8PRny7VOtOXPkJ4NRgApAJHnXhAKQgZWIl9atarVY0sqSMzc3NwWAwiHSB9KjV1VXx1LBYiMViWFhYwI0bN9DW1ib4ShZ0FRUVYubnBY7dTL/fL94Ddq8pN7p16xZ6e3tx/Phx6covLy+jra0N2WwWhw8fxvb2NqqqqiTltK2tDQ6HQ+gpnHZ0dXWJtK6wsBD/+T//Z5w+fRrDw8MwmUyIx+N49NFHYTQaJawvGo1ifHwcBoNB8I40YNMrQ/8Rjf4MHmL3PhqNSvaKUqnEyZMnhf6mVCoFHcvAuFQqBaVSieXlZSgUCkEfbm5uipQvkUigoaEBVqtViCk0Zw8MDCAej8sliGhIPhfUir+9gKfMjHhGBhAmk0lMTEzA6/UKpYRNG4PBAKvVKv4pLnaG+V2ktCOZTMpkg6FOBQUFYtIkQY1UJy7KoYA9kzV12JQ6EGPNzyKVSsnEmkV+aWmpFAc+n28f2/1OXVqtVuAMnKZxwr+7u4uRkRGZ9k9NTWF+fh4HDhyQqQn3ZqfTKc8yu/tMC+f0mbk3AGTvXllZgc1mQzwex9e//nX89m//ttwL8qVFwWBQJj80U/P7tbOzI1NCmvEZksrvCU2mer0eNpttH0qdMrvr16/DarUK9IPTA2Kv2cx89tlnMTIygra2Nly8eBF2ux3PP/88/vAP/xClpaVi/FUoFGhra5NcIpVKhc7OToRCIcnv4M+wtbWFcDgs7wf3W6oWDAYDurq6xGPFRgZhB7x/ZTIZofFMT0+js7MTOp1Opjk6nQ5zc3Nwu93QaDSYmJhATU2NYIojkYg0HNms5T2MChAG2wF7wBBKNMfGxjA/Py/Ti83NTczMzMgzoVKpBEri9Xpht9uRSCSQTqeh1WpFuldcXCyJzUTH0muwvLws+n8+v8zVAPbOKsoyea8qKCgQzx/xsPwOMp+CTZqSkhLU1NRIeBqbGQSrlJWViVqgqanptp6x2y4QLl26hGAwCIVCgSeffBJf+9rXfur37OzsIBAIYHR09HZf9o5YPHgikQgmJibQ0dEhhxqJL+wAlpeXS+BHMBiUGHOy1tnZ2dnZkbEUx0m8mB04cAA7Ozs4d+4cNBoNmpqapHtHMwsvXww/UqvVGBkZEQNUYWEhTp8+jUgkItV/fteTXSyv14vd3V1UV1dLp52oMY5LLRYLNjY28LWvfQ2PPPKIBMsAELoNfx7iyMh1Lisrw/z8vOj0zGYzysvLYbFYMD09vS+7gBcct9stuQVMCtzZ2ZGwqnA4LJ3UpaUlVFZWymFQUlIi4/Wuri6ZZKXTadn4i4qKBAGmUqnkZ6UnJP9goLvfaDQKKYq65JWVFcE3koftcrnEIMbFQz0/QOXtKxqNihQF+Em3gD8Px8/saKrVaqGMcMJCExur/+3tbZhMJineyKumzyT/EqHX66HRaLC6uip6+8XFRdG/ckUiEcRiMcFj/n2JqpRV3cmLlBhupmazGXNzc7h69ar4QCj9oI6TmynNbrFYTA5JakfZ5d/Z2REUMrXcNpsNfr8f3/zmN3H8+HHU1tbCbrfjPe95z74CjTKAra0tfPe730UmkxGtvkKhwI0bN9DR0SEF6dDQECYnJ9Hc3CwUrZ6eHvl+6nQ63HPPPXJ4kWZltVoFBZnNZvHKK6/g3e9+txQICoUC4XAYPp9PEkQ5WeAB/vYE8Gg0KkQmhgEyGOz8+fN48sknhdIRjUYlAA6AFDzUgfNSsbS0BIvFgitXrkiKMj87mjf9fj82Njbg8/n2TWeLiorg9XrFWMrOID0nNJh7vV4EAgGR6eR3TRlkxe/Nz1rUsLtcLiwuLkKv18NoNIqXhB1LFpBarXZfw4ArFArBbrcDgMAFgL1LUmFhIVZWVuDxeBAOh+XyTx/L2w3EqVRKJEjcR+LxuKQpk9rCz8Lj8SAYDO6TK+RPLvKli3fy4iWfkrOKigq88sor8Hg8MJvNGBsbw+HDhzE6Oora2lrcuHFDjMn59Bl6k7ivjo+Po7a2Vr7vLD4qKiqkQfftb38b1dXVeNe73oWysjJ85jOfERmRVquVfXVgYACzs7PSNGM46gsvvICWlhZoNBr5/JkozAs+7xM0x7IbzQ4wp+CkIpGKlp+avra2JvuYVqvFr/3ar0nhdOPGDXzoQx/CmTNnJEWaE3nulX6/X4K8VCqVyIz4PF2/fl3SxKempoT/z2eDOU9FRUUoKCgQKhMlwzTgEy+s1+sFV0u5J9Ogi4uLEQqFUFlZiVAohPb2dmnQTE1NyZ5NaiRVDtwbKPkuKSmBzWaDTqfDwMCAFMO5XA4NDQ1yzwL2Jng0Fc/MzKC7u1vM1yxOOWUEIDkE+bJC0h0NBoOASrjoJ2hqakIoFJJ9IBQKiTehuLhYws3YXF5bWxOJVX7w5/z8PJxOp2ChqVjhZIF5DrfbAHhHJuVPfepT+Mu//Mtf9I/dcYs+gj/7sz/D7Owsrl+/LsYl8tJ3d3cxPz8vY+2mpibp0lM/X1lZKWQht9u9j5hAiRIlRnNzc2hqakIqlcJ/+2//DU888YRkJCSTSQwPD4v+ltWsQqHAm2++iRMnTkCr1cJmsyGRSGBychIFBQUYHBwU/JbX64XZbMby8jKGh4clHZVayAsXLshF/PLly3jggQfkfWBGQSAQkId7dnYWt27dQltbm5hjy8vL8Z3vfAfvec97cOXKFRiNRrS1tckUgEFfzc3NGB0dhdPpxM7ODi5fvozNzU0cPnxYLqrcWBgApFarEQgEsLq6ivHxcZSVlaG9vV1Qr4lEAmtra1CpVHC5XDAajdIdHRoakhRXIlFv3LghIWfcUJlxQD364uKikJpIqHq7xpiLnSCv1yudJcqR8ruO7OoVFhbKBpN/oeZ3oqSkBG63GysrKyJf4sSmuLhYgtfIumcOAcPyKEvIT/OtqKiQg4FkifLycty6dQs+nw87OzvyGsBeB7OsrGzff+PzwWCtRCIh41v+bPze3MlGxt/4jd+QsTAnLTTZseML7I1r+/v74fV64fF45GJFbwazR+hfACAyrZmZGVRVVQkSNpvNyqh8Y2MDo6OjQjqy2WwoLi4WmRyTuClfOH78uJDU4vE4Ll++jK6uLjGbFRQUYGZmBvPz8zIdZEo2Cxx2QHnB4cHPxoHNZkNJSQlu3LiBc+fO4cknn4RGo5FcDIvFArvdjjfeeANOpxO1tbXiA9rY2MDv//7v48Mf/jB6e3tx//33y4WWlzRKEOmz4IUtlUrtM2Izm4J77uzsLKanp1FWViZ7Kf1Vy8vLGBwcxIULF+BwONDS0oJgMCgmVTLaAYgXjMFUTqcTZWVliEajePPNN3/md4VykunpadTU1Mg+RpoTsN+gTKrV2wsJaobT6bR0AkOhEJxOp6S35r8WAJk+HThwQKSS+X4B7oukYxHsQIJPvjSopqZGmhRstLAjzY4iZV/0yCwvL+/zauQ/P3fys/35z39egBmcHLFAZ9E7PT0No9EokhzCJBi6p9VqxewNQFLpi4qK5LwxGAwIh8OSHTA+Pi6yFrLrI5EI7HY7zGazpPOyY72wsACz2Yz6+nrkcjkpUigfYbZSSUkJotEoent7YTKZUFxcLAnNwWBQCIFPP/003ve+9wmemrkFarVavFF+vx8/+tGPcP/990vWRUNDg0Apbt68idraWpSVlcn0b2dnB6+88gq6u7sxOjqK+vp6bG9vY2pqCgUFBUJ64lQ0Go3C6/Xuky3Pzs5ifX1dwiYpm15cXMT8/DzMZjN8Pp9MBJlg/Y1vfAPAXmoyZTTMc6C3x+VyyXlEhQW/3+FwWM435iqQ++90OmEymTAxMQGXy4Xd3V3Jp+AUoaioSLxea2tr4q9kpoXf75dJcigUQiQSQUtLi9Cg6C1kIFv+6ywuLuLQoUPo6+sDsOdzZb7F1tYWzGazeKnYoMtfnHImk0nU1tZid3dXCpGmpibBMecvAmqGhoZ+ZrOjvb39tiAE78iJ9P+H4iB/hcNhaDQaHDx4ULq0Op1OHma/3y8HMC+OW1tb0gWIRCJS0VIWEggEZGPnB05PAg/I7u5uRKNROfx3d3fFjFhXV4dYLIZbt25BoVBAo9FgampKOorU6WcyGTQ3N8uImxkGw8PD2N7extmzZ0X3Rl1iJBKB0WgUtB+pR5FIBB0dHVCpVPIeWK1W3H333aioqMD8/Dy+/e1vo6qqCo8++ii8Xi/m5uYQDAZRWFgoXRN2qpg63NraKh4C0n0sFguuX78u1e/Y2Jh0Djhym5ubw8bGhvCiyfkNhUJoa2uD1WqVSxuTFxsbGxGLxVBZWSmBJ2+++aaMHYkSpeaRFygGFBFV9vMWZQ/5IUr5o2cAwkFXqVQSqsWOAi8F7NKp1WpEo1HRV+ZPJxwOh3S6gD35QDgcFi9LvlGZHQFubPnTA/LRib6l5Iy+CBr2eFmg1Irmx7cTk7joSbqT18TEhJjt8j9vACLroayARXQsFhMzPHGhvCyRCkM5F3X3NNjyWWXmBNNBKen55je/iQ9/+MNihItEIggGg1AqlTh06JCkDA8PD4ukhDICaqhJ5uABZrVace7cOZw6dUrSzGl+nZiYgN/vl/wUTtkomWhqahIZzPT0NBKJBO666y7o9Xo0NjbK+0ZZQTabRVdXl4zwtVqtFDsMVUqn05ienhaOd1FRkcgnSfDgYco0UxYw7HKVlJTI9I/vg9frRVtbG5RKpVw8+vr65EIPQNLg6QnIZDJimMw38NKjAEDCAa1WKyoqKjA8PCzPGie5bOKYzWYolUqkUinpllKSF4vF5NJHqUsulxPCS/7UkfsA/5zD4UAgEMDU1JRc8gCIFtvtdgtZ6u3+AE49uMfzsm+32+W55+W5pKREziimR7+9OOAE+E5ffX19cDgcUvhSosEJHf1rKysrqKysRFFREQKBgBSvBQUFmJycRENDA5LJpEypKNHiZHtoaAjvf//7RVrEbvf6+jrq6+vFPBoOh6XTzpTbWCyGsrIyOJ1OQaueP39+Hy0sl8uhv78fLS0tktprt9sxNzcnxn673S7koMcee0zkt0ajEZcuXcLdd98thXb+JL22tlbSj0dHR3H//feLmTuZTIqagO8ZYRqZTEaaGVarVWAhnKbEYjFcvnxZCqlsNgubzSbTfUqQGbbGRGWfzweHwyHNQUpfz5w5I0hinU4Hu92OZ599Fp2dnUKGJJLUYDBga2tLkPCcdDscDuzu7sJsNmNiYkIacMvLy/smZQxzdDqdIsdJJpPyb2PuEIuKhoYG+P1+pNNp9Pf3CzyBkqZ0Oi0FOoNMKysrsba2hsXFRflcGxoaBL0M7KkeCIUh6exnXdYpN11fX0dfXx/q6uqkKRAMBkWZQdUAPXSctI6NjYmMkUTEt2Pcf956x6gCh8OBD3/4w9JRj0QiGB4ext/+7d/KG/CrstLpNHQ6nTx0TGhkaFZPT4+YlFhxarVaOBwOMW93dXUhGo1ifn4eSqVSKDAbGxsyZuYDHIvFBH04OzsLm80Gi8UCjUaD+++/HxsbG5ifn0djY6OMg3/84x/LJZcGP1JvSATR6XSiuW1ubsb09LTw8QcGBmA2m2GxWNDQ0CCGY6LJSktL0dTUJOhNXgjJf47H4/jBD36AI0eOYGlpSXSehw8flqTVp59+Gh/4wAeg1+tx7733IhAI4PHHH4der8fGxgYikQii0SgOHjwIm82GF154Ae3t7WLMttls8t6wEFtaWoLb7cbExARmZ2dRUVGBiYkJtLW1STAdx+oMndNoNNDpdNJhAPYOZFINNBqNUJK4+cTjcfj9ftEXMqgqf/Gy/v+x9+bBjZ/3efgDgAAIEicBEBcJ3jeXSy334B5aaSWvDsu2rMRq7CRO6xzTONNJk2bS2j2maTpTtzNxk0zSI+0kbnO7sZ2qsSvbsq1rpdXucnfJXS7vCwRIggBxEAdxg78/qOezX3K50kq/JJYyfWc8llZLEgS+7/t+Ps/nOUgZYLgJhUpKJ6NKpSIbl6ghx5bAHjJIriaLBRYQLP51Oh02NjbEKWltbU0KIYqjORYnAkRbTk4W+JopimQBc/LkSSl0KXSixoAFx+zsLFpbW0XsydRoNhmkSHyQ17Fjx6T43N3dxc7ODtbW1nDnzh3Mz8/DYrGIqxXtLYG9ojEcDmNxcRHnz5/fJ3wH9gpMk8kklCQKvmdmZjAzM4ORkRGYzWbU1dVheHhYPsNnn30Wly5dEt6+2+3G8vIynnnmGTgcDnH/4sWdz+cRi8UEveIeZ4Nw5coV+Hw+PPbYY5idncXDDz+MdDqNUCgknPpKpSIXuU6nw+3btxEKhaBSqbC0tISbN2+Kiwa1UeVyGWfOnEEkEsHGxgauXr0qjf6FCxfwjW98Az//8z8Ps9mMjY0NXL9+HXq9Hs8++yxUKhW+//3vo7u7W+ia29vbCAQCQsXK5/OYnJzEsWPHJJxOrVaLZoIZFZyCRCIRLC0twWg0oqmpCbW1tXA6nWhqapJUXIPBIM93a2urUG1SqRTW1tbQ1NSEoaEh8Y/nMplMKBQKGBsbkz9TZoIAe/utvr5eGnG/3y/Tn8MWG3Tlfq2trZWLvaWlBYFAQH6+8s5U0voYykeBKhPOTSaTTExUKpXwzwuFAk6dOiVe99vb2yJivXXrliCiBB34/5yazczMQK1Wv6O70gdlDQ0NyT3LXJ/Lly8LPS2TyaCnpwfj4+NYW1vDsWPHYDabEQwGEQwGRddVU1ODTCYjCdirq6vQ6/UYGRnB17/+dfz9v//3Ua1W8fLLL6O9vR2VSgV9fX1CSaE19vr6Ol5//XU88sgjcDgcCIfDWF9fx0MPPYS6ujpEo1Gx1tzZ2cGtW7cwMDAAg8GA8+fPC6gUiURgtVrR0tIiCb0Eu9jARKNRmUwPDw8L/exb3/oWnE4ntre3ce7cOczPz2NiYkLuARbrJ06ckNA4NhgGgwE/9VM/hatXr+Kpp54SMIQA4pNPPgmNRoMXX3wRPT09+Kmf+imhtdI9ijpCmlzw2S2VSrh06RKefvppcRYkvahYLOL69es4efKkUGKy2SxaW1tleuvxeET8TIMVAoLf//73JQU6EAjIGVAsFuF2uwUIo2jXYDCgtrZWwmPVajWmpqaE/qTVamGz2bCysgK73S57k+GGBBxIy2NzoNPpEA6HRVvFFQ6HsbW1JSYhXK2trQD2nIWcTqcEsYVCIXHTSiaTAkIyI4Li5YGBAZRKJWxubsLv90udEY1GBSBhCCUNI8hqYd3zbut9NQhHjhzBl770JRm/Ly0twWQy4cKFC3jkkUfwhS98QZwRPgyLllZEyGKxGPx+v6AotPNjMU4+PbmCWq0Wer1eNgT5fvyeOzs7uHPnDs6cOSN2dCqVCna7XTpAdo7kzpInl8vlUFtbi2effRZLS0tyyPBCTyaT6O3thd1ulyAcUl4uXboEYG+jDA0Nwel0irAGgLiavPzyy2IDVy6XxX7v2rVraG5uFqTs7NmzciCzcCW3sL6+Hs8//zyam5vFXz8cDktwR319PQYGBuRh12q1EjTDZoQ8fiI9FIQXi0WxqaRIkRMAjunYJJEvThtLBmIxHReAWKkSwQCwr7hXbmIAgsrwMmXxTcckFhIcY/PgYFPEpTw0KHjd3d2VS4GLnGv+/cN40XROIq+bIjb+TkSyrFarpMaSM+/1epHP56VI5MRLOdokBYKNbTable/Jz+t+/u0fpEWUhqhhqVQSvYnX68XCwgKuX78uIXfJZFICiYrFIoaHh6Uop+MReclEZh0Oh4ghLRYLmpubpZGiNodF8I0bN5BIJHD8+HERzj7//PP48pe/jJ/6qZ8SkT61S7W1tWhqahIxMy00iSz39fXBbDZjaGhI8lusb6etkvP75JNPCi+aQYJ1dXWYnZ3Fz/zMz8gkgkh6Pp8X3nNdXR1yuRyGh4dlosA9otVqJZRnaGgIsVgM4XAYGo0GHo9HCjBOVdxut4AsfA+TyaT48TPcB7ir4eLnsLOzI6ihUqdjNBrlIiVVh1Mhs9ksgAz/PsPPlEs5BeSijzz3b2dnpzQsxWJRLmPl3wH2mnuifcB+sTOdagBIc6A8+w+jLAWDQTgcDrlL2BiS90xbawIO9Nbf2dmRBnRlZUUAl0KhgHA4LO8ZAAGRrFarFBofBptTCmT5zFQqFQwODooBwdjYGKamppB8Ow+H2S707idli25YtAsdHh6G1WpFTU0NnnzySTHX6O7uxsLCgiQw04WI2rVKpYKnnnpK9HJOpxN+vx8zMzNQqVRIpVKShxQMBuXnWCwW8awnuEP+fX9/P6xWqxSepEnq9Xr81//6X/H5z39ezmXy3NfW1sSQwGKxiOCd2SNMC2fj8cwzz4hOh/Sn+vp6RKNR0dRwOsW6hK+B9CqbzYbNzU2srq5KLgvF9sViEZlMRkSydXV1opdMp9NiVLC1tSVnnsFgkJBXup/ReASAUHmmpqbgcrkwPj6O1tZWGI1GDA8PY3x8XMIYV1dXUVtbi8HBQam5mDtRrVaxs7Mj9x0DLSnsp+aClGKyNIA9m1XmwVitVqE8lkqlfWYYSuczpXA4lUqJSxKngjwXqAGhc9Hs7Cw8Ho/oOxhyS0Bbufg7sKZgg0BreGWN8m7rfZ0C//Af/kP84Ac/wH//7/9938FqMpnwcz/3c/j85z+Pf/SP/tH7+dY/lKXT6bC8vCwiGb/fD4vFIpfY7du3sbq6Kgfp4OAgisUiVCqVRKAzkttkMgm3j2NOZcqex+MRzlwikYDT6ZQDRKvVipCFdrHpdFqKf3J70+k0dDodurq6ZCOnUik5LJnj8Mu//MuIx+NobGxEOp3GSy+9hIsXLwrq3NTUhGKxuM//N5/PY21tDX6/X4Q9er1e1PN8bUwtJG0gnU7jxo0bUrDOzMwI2h8KhfDUU09BpVJJOjIAdHd3o1wuyybd2toSr2alh/z/+T//B21tbeIqRBSUIzMAEgEfi8XQ3Nws/FyKd2gby89bmaQM3A0VCQQC+3j4AAQdopBNubmUaB/fT27cgzoGjUYjlwMvlEwmcw+liYJovl7qFbhYCCm/P50kSAWx2+2IRCIi0trZ2REu+sbGBmKxGAqFglDTOAlh4eFwOCTgjgcQR7t8fz4MIuVYLCZNJcX+HEkz7Ii+4FtbWzh79iyy2SyWlpZkKsWQQgrdHQ4HCoWCiPQZOkd3M9rYUQsTjUZRLpfh9/sxMjICo9EIn88nOSa1tbV4+umnsbCwIGP9QCCAwcFBAHcbWj6vTKxn6ufCwgJu3ryJT37yk2IhSmTO6/XKlG1ubg5ra2vo6upCR0eHTNhINVxaWhI/+aWlJVjfTnul9zh/r+vXr6O1tRU/+MEPoNVq8eyzz0KtVsuEi1okGgfkcjkkEglxG6N1ZEdHBxYWFsSzm3SrsbExKZqI7mo0GrS0tGB3d1c40XxP+P1ZQPDnLywsoLW1Vexnx8fHBbyglqi7u1u+v3IaQFchLpoW0FqTe9blcsmkr7u7G3Nzc8KD39zc3Ffwb2xsyGuMx+Mwm80SWAlAUniVQILT6RT3FO5DpQFBpVIRmlYmkxGwRmkX7fF4ANzdv8DeVLO7u1vAFr1eL3eSx+ORQMQP8qKuiPcZp2RMKKflLNPMAWBxcRFvvfUWjh8/LonG0WgU8/PzaG9vx2c+8xkAkIR6Zstwn7PJpSA/GAwimUwK9U2lUqGpqUmsM9mksaGoq6uDzWaTFGPS8pi743a74Xa7hZq0sbGBS5cu4eGHH5a70+FwoFKp4Gd+5mfEjpPJx5VKBT6fD8eOHRMXLWDv2fP5fDJpKpVK0Ov1WF9fx8LCggTtzc7OQqvVYmxsDOl0Gk8++aTcKZxQ0X2Q4aP5fB6NjY2Sotze3o6Ojg4sLS1JAV1fX4/t7W1MTU0hHo9LfVQsFmEwGNDX1yf6rnw+Lxo8pWi3u7sbq6urUoQbDAacPHkSt2/fBrBXfHN6AECaM2Bvb3FCyHRiYA9AGhgYEFrTzs4OlpeX5W6tqamBVqtFY2MjpqenkcvlxBGKLnVsYgAIrZzulUrwQFm0k346NzeHYrEIs9ks+rFgMAiDwYDl5WWZ6jNMkzWIXq/H5uam5Kz4fD6YTCahhzEYktk7RqNRvq5UKsFqtT7QHntfDYLT6Ty0AUin0/jN3/xNEZx8WNbm5iacTqdc/Jubm0i+nWJIJXxXVxeAPbSFHzytB9VqtaD3TN7kuJyWf7W1tSI440agA0NnZydef/11nD59ep9HMw8/hoewQCFazNhso9GI119/HcPDw9LNEim7evUquru7pYNWWliS90YvZdqnnThxAtlsVpKAKfqqVCqYmZnBsWPH4PF4xEuYY/wzZ87A7/cjm81iamoKb775JgYGBmS8Sm789evXUa1W0d/fj7q6OoRCIUxMTIi7E8W4Go0GBoNBPN/L5TI0Gg2WlpZEgDMyMoLGxkYRWPv9fvFqN5lMwqFUCnmSySRaW1vl0ieFgYd5sVhEY2Mj9Hq9+LYrU5EBiIUtDwpysGk9l06n9xXwLPKJdlFQTEHbYdaoh/07L3lawTKtlcVMoVBAa2urFAtEXpnGzdfNFFwmLzPllYuXrEqlgtls3hc+9V6i2n/Yq1qtiuaC+RaVSgXBYBCLi4twOp0iUmTSan19vdjikcOdy+WwsLCA06dPC193YmICHR0deOutt/D4448LpYy5FXw+eInQ9Wx0dFRSkek2RCEirf8oWltbW0M6nUZra6sU73TjeuGFF9DX14eGhga0t7dLMc/fgSJhFlLJZBJ9fX14+eWX8dGPfhR+vx9tbW1CnZmfn8fx48elKI1Go4jH45iamsK5c+fQ3d0tk0vyre12O2ZnZ2USODk5KRMNCt9/7/d+D5/73Odk4sZVW1sLt9uNaDQq05b6+nq8/vrr4nzU3NwsAvHa2lrhTqtUKpmQRSIRBAIB1NbWirlCXV0dUqnUvqaHiaRDQ0NiiUxkl84k9GA3mUwwm81YX1+HxWJBLBbDzs6OgB6kjK2srEixTnQwk8mI88th2h02APS6P+y/cZEGAkBE8ErLVAIcdFtjnkxDQwMGBwclBC2dTkuBQRckWmrq9XphAQCQRuiDvji9ZSOUTqdlgkQONgs1frZra2t4+umnpfAnsn3kyBFxKUokErhx44YIekdGRqRIjMViQtljkUwtzsLCguQsAHcnvvl8HhaLRQw1vvKVr+BTn/qUgGKjo6MSrMZch/n5eRgMBhiNRjz22GMwGAxIpVJCG9RoNFhdXUU6nYbBYBBa4urqqtCTvF6vfF0oFBL3M4poeSfyPqe+hUU6+fREoJeWlrC1tYXh4WHo9XoEAgF85Stfwec+97l9wmFqJC0Wi9gZc4p47do1hEIhPPHEEyLkpo5Ho9Hg9u3baGlpkTqlXC7L806KMSc6zFZxOBzizkOrd+bdMCSWn5/y86LAmzoF0uxoQ8uGLRgMIhKJyD5fWVlBuVxGS0sLXC7XviZAGaJWLpf33e1KloDSuQyAJHaTGcHsGwadkhXA8+TRRx9FOBwW+tjU1JS8frqamc1mqT+52JQdFELfb72vW175ix5c5EArFzfwB3VZLBahlRDVI2+WMeOlUgl/+Id/iAsXLsBisYiIV6/X76MfEOXnBUqrK148HLk1NjbCbrdjenp634iLbgjJZBIzMzOora1FPB7H9773PXz6058WN46bN28iHo/jox/9KBoaGvDMM89IQQdArKyUtp68YImMkB/4qU99SlIjKdgFIK4IW1tbIp5loFdfX58k7YbDYQmJYfHY3d2N3t5eBINBVCoVLC0tiZiMdp+cFJjNZjz66KPY3t6WjUURpXI0Pjk5KSgIR/X8Gl4QwWAQiUQCsVhMOH6ZTAbb29tiKUotRHd3t3hV82fkcjlBO+rr60XAS89q5SIPEtgrDngoKZEDxrzTapBNCi8P8uLfaRGNNJvN0Ov18p6wmKDNLdEDJYrCxWaSBTM94peWliToR7m2t7el0GFjxBEn034/DEnKzOgIBoOSKqzT6dDe3g6bzYZoNCq5AAAkvZriR4qUSbvZ2NgQT+7jx4/D4XDA5XLhhRdewPb2NhwOh9AWKpWKUN94ydbX1+P//t//C6/Xi46ODtTU1ODb3/62UIkIStTX1yORSIiwlE0s3UPW1tbQ19cHl8slnxH/n6nt5XJZhK1MX9VqtUJ1JGLIIlur1eLXfu3X8NWvflUE9fl8Hk8//bQIbcvlskwWSBHgs0xaQG1trVCc3G43/tk/+2cS+sZJhdvt3mcjSxAkk8mgUqmI0xJwNxF4Y2MDyWQSTU1Nsq82NzcRCoUkzXRlZQWDg4PyHig1I6QK8s8aGhoQDAZF+1MoFISGuLGxIUUdL3i/3y9fy8mhyWSC1WrF+vq60PCU0z0CRwxgOjjaJ62orq5O7iDSl4A9MI5IciQSESBDyTEG9s4RUltGRkagUqkwMzMjTQvpIBSqk57a3d2N9fV1ocJ9mBZ1dwRmmPHDkD+j0Sg0k62tLQQCAdhsNqHBspFOpVICGnz1q1/FM888g/7+ftTW1mJ7exvf+MY38Nxzz8FgMMjnROckZfBfpVLBf/pP/wmf/OQnJWSUqb4MTVOpVDh58iTq6uqkYSXYQlei7e1tzM3Nob29XZ7bYrEo5wITmJuamvZNsOvq6oRiRVehXC4HlUoFq9WKr33ta/ilX/ol1NXViYU3Q9iow+nr65Ppezabxfz8vICgGo1GtDekDP78z/881tbW5NmiMxyp1QwKpeUx77rr169jcHBQil/+PJ1OJ1O5bDaL27dvy7SPgKrP59v3rNJ2mlRvJgWzsKc1LBkHpNaS2XH16lW0t7cjEAhI7Uo2B6emSitn1gGZTEbuee57Uvf4dxKJhOTLKFexWNznPqbRaDA1NSWNTk1NjbBGeP6YTCa0t7fDZDLhypUrcmcTuKN1MUP1tra2JKeBNRVdux50va8G4cqVK3j22Wfxwgsv3PPfnn32Wbz88sv7/ux3f/d38Qu/8Avv50f9rSym6NGlgjzb1dVVcTIhD7erq0uKzNdee020CrTa4yjn9u3bEu5Fh5NgMAiPxwO1Wo0/+ZM/wXPPPQeVSoW5uTkMDg4imUxK6mI6ncbVq1dl846OjmJlZQXVahVTU1Pwer0IBALy8JBKY307DZgOGq+++qoo+zk+BvaQKY44LRYLfvu3fxu//du/jZ2dHXH6ISWDTk61tbVwOBywWCzithEIBHDlyhW0t7dLeujOzg6MRqOkR3JzEcllY8JQF9KrWFgwYp3pp7W1tQgGgzCZTOIzzbWwsICFhQVJFw0Gg+IfrVKpJCMA2BPWZzIZaY4OuvMUCgU4nU6oVCokk0lB0RlgdXAdhg7m8/l9BbpKpZLDiM8aALm4AMilrWyieQjz9RMhvnXr1j0/80FNATY3N6HVauF0OpHNZu9BL5V8al5GygKLIX6kvHwY1ubmJsrlMpxOpxyuSgEq/bapHyE1YH19HTabTezl8vm8UOt6e3sFiaH93+c//3nMzMwgGo0imUyiublZ3jOKgjs7O8XumNoatVqN0dFRxGIx4U6T4sPL69y5cyiVSujv7xe60/LyMoC7gAZtZ5NvBxU2NDRIEc+i+uLFiwD2Gk7r24GOiUQCV65cQX19Pfr7+zE4OIiXXnpJQIrV1VW5cDY2NmQvOxwOSaqlSwrPGQDiYMKinA0Gpw9EHBnUtri4iNHRUaRSKcl5uXLlCgBgcHBQUFlqGGjjmkgkUK1W0dPTs68wzGaz+xpYTnd3d3cxOzsLvV4vv59ycfJ2mMd5pVK5x06QlCngLprPaQoRYE4N2RyQTkBLzd7eXmg0mkN1e8oJAhf37cEgN4fDAZ/PJ6nfyuXxeA4FDsh9zuVy+3QJH4ZFfjgnvAyD47PHZORUKiX6GeAuz5tN6uzsrFBMn3rqKXi9XqGdeb1eXLhwQZDYUqkk1DeGX9LcgIXYysoKNBqNJPIyZZi21EqTDAYEWiwWeZay2SzW19flmVepVCI8JuJOGl2pVILX60WlUkHybftumnfweWXR/fTTT+MHP/iB6C9WVlYkZJGZO6S7UHfGxoQFK6cmDAqlbTSnrGyClA5SiURCzgWCWslkEq+++irsdjva2towNjYGj8cjlGFOvuvq6uDz+aQZamhogF6v30eB493I/RAOh0XHBWBfajADzVhDcE9y0srFKa3FYpF7sFKpSJNPQJh5NMlkUtytlMvj8aChoQGlUume7AHmRlAzBUD2aLlcvgcEIKNhfHx8Xz1CyhTPn0KhsO93aW1txdTUlPxeSlvfd1vvKwfhV3/1V3Hu3DnEYjEsLy9LqmRrayvq6upw7dq1fX//9OnT+NSnPvVef8zf+KKf8sWLF9Hc3CzoEV2ESDvI5XJyGBDBXVxcRCaTwc7ODoaGhtDQ0CAP5dWrV8V7uaurSwRvqVQKk5OTgk6USiV885vfxODgoFBUGDB27do1sR88ceKE6Bbop06ObCKRwPe+9z185jOfgdPplCTfrq4uEfCGw2HcunULBoNBeKcUqhmNRmlcaBd47do1oRsQlSHqND09jZMnT0Kv18sojuIrHiDj4+O4ePGi6AnI7SN/sL6+HpFIBD/4wQ9w8eJF2O123L59G5OTk7hw4YJwLROJBMLhsHTVDEcKBALCEafYO5vNwuPxCBqj0WjEazkcDiMQCAg9TKfTYXt7e9+FTMoAGxXy/8ldfxAvcDo+cQKhvMAPcovvRz9wOp1ScHGR37m9vS0H3P2e53Q6LUm3VqtV/Jt3dnZgs9lgsViwsrKyryHha7NYLKJToHgynU6LHobJ2WtrayKQnZqa+kB7pff09EgCKS8xjmsZcMfDn40THaQmJibQ19cnz/rRo0dhMBjgdDolA8VoNKKrq0smQel0Gnfu3EFvb6/kFhDlBPYuqBs3bogFJQXRdCWrq6vD+Pi4hOCxiaYpQENDAxwOh3ChX3jhBZw7dw7JZBL19fVCb2pqahL7RY7at7e3MTY2hpaWFjEY2N3dFRthOn6USiW88sorYv948+ZN9Pb2Yn19HW+++SY+85nP7MuK0Ov1WFxcxMbGBvR6vVhntrW1yfQrHA4L/ZA2p2NjYzh69KjkBTAPZHx8XCYuZ86cEXql1WoVoS9DkVZWVrC6uoqjR4/K70M9wuTkJOrq6oQTzpCraDQKg8EgVFDSJWgfSwSPlzAdYNhAKzUAra2tsjf4GbFQPbgoopyamtoHBjQ3N++bXCqLDKKnAIT2yKRu5aSeE7F8Po87d+7sS1cG9qYfSlpVOByW10hqktFo3JcQHwwGP9B7+9SpU5KCTF4882EoZmfDxzOMYs0bN27g4sWLMBqNWF1dFdtcmltsbW2hq6tLcmOYc0MUeXx8HPF4HKdPnxZBczgcxrVr12C329HY2Cg0JjoIkrtOI4JEIiEABJtG0muq1SrC4TB+53d+ByMjIxgeHoZKpcK3vvUtfPzjH5c8B6fTCavVinw+j+vXrwuIR/CvUCjg8uXL8Hg8GBoagkqlwksvvYTTp0/LzyAN7eWXX8ZnPvMZ+Hw+0Q1Uq1Wsra0JkJdMJiX3xWQySc6D3+9HOp2Wac3Kyoo4dVGTwIkGvf7ppFcsFuHz+aRYJhUrEAhgZ2dHpqTk4d+8eVNSl1OplFCurFarFNjNzc0yDSYro1KpwOv1Ynt7GysrKxIQ29nZieTbFsU0l6BxjcPhwMbGhtieEjxgTgkXHS15P/N+pxvbYc05ADG4KBaLiEQi95geAHu1DB2r7icwrq2thd/vl89SaYEO3A2F5VSnu7sbV65c+ZvJQXj00UclBprcfK5isYijR4/u+zMl7/SDuHgp0Kteq9ViYmICjz/+uIyumGZL1T19jXd2dvYV5js7O/jYxz4mIjQAgp6p1Wq0tbVhYWEBIyMj0Ol0ePTRR4WrS6/u27dvo6enByqVCiaTSZCI5uZmQcaI8NtsNnzmM58RviwDeebn5+F2uwWVMJlMwp/t7e2VjpUXBpGWXC6Hy5cv47HHHpMunSMpRoUvLy9LIU4vZsaah8NhDAwMYH5+Hvn8Xro0/c3JEeZEhoJDtVoNq9WKM2fOYH5+HlarVWgvXV1dEnLmcDgkAZjhbxMTE6I1oDMQQ+w4bdjd3RXKCJ0ZiMKxqCbKd5jn//1SVQ8uo9EoI2OKjbgOcovvl1ZKZxzlyN9oNCIajSIYDAqf8+DX8+sACOqbyWTQ0NAghUIikZDPncJr4O7+pPUuR9ikEjHXolqtwmg07hNLftAXOaVra2vC+T9y5Ii4aBCB56XI57pareLo0aN48803hacaCATEKpcaIyLk8Xgcy8vLsNvt+OhHPyrvablcxtLSkqT6sgglnYi0OIr6LBYLpqen8clPflKSrwuFglzIyWQSxWJRLrsf//EfF3pgqVSCxWJBKBSSRog8d5oB0JWKHP6NjQ2k02m8+eabqFar6O7uFhckIp4f+9jH5LNva2vD9vY2wuEwuru7pSil5Sh1PdFoFFtbW/KsOhwOeZ7pjX78+HGsr6+LjSEbgd7eXng8HiwvLwtVkEJzcpyr1arkTXR0dIjV7M7ODoLBoPCWmXyttEAF9kAgu90OjUaDQCAguicW3UqEbmtrCz09PdJU8OcAuOfiP5g87nK5UK1WUVNTA4fDgWq1KgU4czcYkAhgX3OgnDICd6m9vOypA4vH42IBS50HM3t4jqyuroo9LGkNPKcofN3Z2ZHihPTMD/JaWVnB7du3BfAB9gKgbDabWPh6PB50d3eLeQTpknR3y2azmJ6extDQEJqamnDt2jU0NTWJsJNLpVIJcKLRaHD27Fns7u5iaWkJ6XQaer0e3/ve91CtVtHV1SUOQcw6oD15IpGQfCEW1WzumRvkdDqlCR0aGkJXV5eg6aTF0YhjZWUFPp8PqVQKgUBArFEZ1ppOpxGLxTAxMYGZmRmsrKzgE5/4hOx/v98vVL/nnnsOlUoFoVAIfX19Qgm2Wq3Q6/Vio51MJoXOQsfHaDQqts90MkqlUhgeHkZbW5tMW4vFIgYHB3Hp0iVsbm6Kvoj5BDyXyTxghhCnEsAeQq4U/JpMJlSrVayvr4sVKIXTpMSWy2XRdHGPZTIZOTcdDsc+4xIaezBDCrh7h3OCTjOCxcVFmaw0NTWhvr4e4XAYLpcLCwsLsFqtGBwclEBC1nQbGxtCS2aNQetwsjCoz2ISMnVIq6ur0Gq1MJlMYkrBpoD6WSUoqXz/mDvzIOt9NQirq6v4/Oc//8B//7/8l//yfn7M39qiPSkLBQplp6en0dnZKY5G5KHTFo0PEm0kZ2Zm8PGPf1wEItlsFl//+tfxiU98AplMRhx4HA6HeN3Sn56R5RqNRlKGjx49Ko4SRJXpRsNxIv3UWTSMjY0hEAjgk5/8JOLxOL7+9a+jp6cHJ06ckGJ5bW1NAnXa29sRjUYxNTWFnp4e6HQ6nD59GlqtVhwGKNAJhUJoa2uTcSkpOBRt8fVtbW2hv78fwF0hXjKZlAKqubkZAKSRpGXa7OwsqtWqdNEqlQqTk5Po7u7G2bNnYTQaxZVndXUVwWAQx44dk3AXvhaicHRfMhgMwjfd2NjA7du34Xa70dnZKTzsg85FRCcOFuM6ne6+HD5l50+LXCUCeHBRFK78/hsbGzIhAiBFHAuPw6hOAMQuleNU5WuhLoWC6FKpJM2BzWa7x62F7xn/nXkJ/L4+nw/FYlGcrT7Iq1AoSAAZL3wW2dz3Wq1WgoVoW0wkkc40Z86cEaFjOBwWIS9Dgxg2RIoZEXq9Xi8IcTgcltRuahcAiIjeZDLhW9/6FoC956C+vh6rq6tiJWixWES7tLu7i/n5eYTDYUlRL5VKePnll6XwMJlMCAQCshdsNhseeughEcjTSpeIoFarhdvtFlQzkUhgbW1NdBDFYlFQT1p9JpNJmTo2Njaiv79fBLOZTAZtbW0ol8sIhUIykk+n01hZWYFOp8OJEydkyrO1tQWTyYSvfe1rYgBBS8+amhop5Ds6OoRKYbPZZLKVzWbx3e9+F3a7XYTgS0tLWF9fh8fjEd0Nn32ls5nf75fEZC6v1ytuX4FAQKYWfr9fKA25XE5EogSaeC5vbW3toygRJOFS8pKJmgIQRFTZLLCIoPOMUs/AM8ZisUihksvlMDg4eI/GSplvUC6XBXGmVoHTWoJbH+RlMBjg9Xphs9nQ0dEhNBlSLR566CEphG02G2w2m4AlnDoHAgF0d3ejpaUFwB7bAYDw6UmJI2K9vb0tU3NayXIy8dBDD8m0jgGZACRHaHNzE9FoFB0dHUIPoiaPrkXU6Vy9ehULCwv4+Mc/LoneBI5yuRzGx8dl8tfX14e+vj6cOnVK7gemuafTadEFtbS0YHR0FMlkEm+99ZaAhuVyWbz4iXjT7CCTyQh46ff7odFo0NXVJa+7oaEBExMTUKlUkvdks9kwMzOD8+fP49ixY+JGpFarsb6+jps3b2J0dFR0GwRBSqUSfD6faBQbGxslkyL5djBbX18fBgcH0dDQALfbjVu3bskkBNiz9FxbW0N7e7uAn8ePH5eJL/VcrDGYJULmgDIPS6PRSMPgcrkkY4kgGa3OGxoahEHBPV6tVjE3NwePx4ONjQ1JhAbutVV2u92Ix+NIpVL7WA25XE70C1arFU1NTVCpVJidnZUin3ubbnj893K5jHQ6LcFoynOISdoPst5Xg/BeC/4PeoNAGgAP3Xg8josXL0Kr1aJarWJ2dhaZTAaDg4PQaDRYXl5Gc3Mzent7USqVcO3aNUxPT+P5558XFTnDqVpbW7G2tiaJrhSL8WJ97rnnYDKZMDAwIPZlTBTmBaFWq1EoFBCNRmE0GsVjPBqNwuv1ioVbc3Mz/H6/0CmAPf4uk1rZoHBzkGoSCoXQ1NSE69ev48SJE9LpEykj75aoDIvMt956Cz/yIz8iVlpMm6ZFJ72GKbYhFYFOTuzEqYdgKBeRR/7+5JMyndRsNosjCz3siUDu7u4K35h0ETZ25PXR/YJcUlKjlIuvjQU33zMe+u8mvI9Go4LQKRdHvwD2CcKVP1eJQnZ2doo//f0W6VSHaRFo/ceQHABS1CgFUJ2dnYjFYuISw9XQ0IC1tTU5/FQqFdbW1tDT07Pv0PmgLh7y1E8AkGKd+4SoNOkVLDxzuZxkGijRayYgx2Ix6PV6GI1G2Gw20Tawybfb7XC5XPKMkR5HVxVSEkOhkFA+Lly4gGq1isXFRQwMDMDr9cromc0pLzkAMvmiU43b7ZY8B2Bv+kVeL/nN1WoVgUAAm5ubuHr1KnZ2dtDb2ytCbPKtfT6fNCm0JOZzwH3Bn9/S0oJMJiOXPXUEREzJ96alJt8vpeUegQ4AaGtrw507dxAOh4UCYDAYYDabodPpRBTJyQI/U75PbNiUhghEGbmX2Sgo7X2Vi9MNIpkMQ2SBTmvWhoYG1NfXyzSBCdJcvFeYXcH3kCh9Pp9HIpGQwpbONMDd/IV0Oi3PDrCHfpICwrNqd3cXLS0tSCQSAvBwuqNSqfbRq1paWoQWpQQdkm/7+lPj8kFeBLkef/xxOUdpCABAsk8I7lHr1dbWhkqlIs8LKWFKyuH29jbeeOMN0XWsrq6KQ1CxWERzc/M+t8C6ujosLy8LbY33DrU5ZANQiN/Y2Ch6KAaFfuUrX8Ev//Ivw2AwoLW1VaxruedVKhWmpqaEDqlSqXDkyBExSyHSvr6+jnK5LOg06aN0omPqMN2NSD3lPU+6Lt3Vcrkc7ty5I2cl9RdTU1OwWCzo6enBzs4OAoGAaDoAiBaK2kyj0Yjp6Wk8+uijmJ2dxdzcHB555BGYTCZMTExIlgen5OVyWVD97e1tmU663W7RkXR0dMg+BiBiar4Gt9stdCBO1QAI4ELaGGsYFvter3ef3o/nA4PquJR5RQfDEZVi6oMiZboKKsNLlY06X69KpYLFYsH6+jo6Oztl6kKNCH/HbDaLYDC4j7pcKpWE8qTc4zMzMwLSvtt6Xw0C3zitVouenh6YTCZcvnz5Ht7jwb//QV1EE0KhkLhOMCiDo8WamhrZXOl0WhTuRMwHBwexvb2NeDyOfD4vtIHe3l4Ui0WMjo4inU5jcnJS0Ak6dtDL2m63iwLfaDQimUxibW1Nwk7S6bQ4I9TV1cFqtSIUCslYnpcCxdH0EKcokBcGBbrd3d1IpVLw+/3SVfJCop0aGwqr1YpKpYJ8Po+XXnoJjz32GJ566imZPgwPD0vR0NfXhzt37qCurg5ut1sKqfb2dvT394tYOZPJyCVMpwe9Xo+NjQ2YzWa0t7cD2BPzpFIpSchUq9WYmJiA3++Hw+FAPp/H0tISzGYzWlpaZAzMgreurg5zc3PY2NgQca7D4cDMzAz8fj+8Xi9SqZR4C1PsqFwsjnd3d8UeVmlNSq9oZSFfLpfvERgqJxV1dXUSEKN0a2KhoNVqsbKyco9b0EFb1Lq6un10ppqaGuzu7qJSqcBsNssoVqVSIZ/PSwMI3EUfScXp7u6WMCVa/vLA1mg0wpVeXV2F3+9/L9vsh7JIteL7qlarcfPmTWxubsLr9YqNZVdXl1AMKfbX6XRieahcHPXTSaS1tRVarVYyD5gKXKlUJPioubkZ1WoVMzMz6O3txXe+8x0kEgmcPHkSzc3NkvExPj4u9p+3bt3C4OAgRkZGEIlEcPnyZfT390tGBUONSHWam5vDsWPHEA6HxcaY1o+0Z+TFz1BEs9mMixcvolqtCgWLTerm5ibS6TSOHTsm6aDUU7CBT6fT4qak1+sFWeOzw9BDvg6mKHu9XlSrVUQiEaysrEh4ndlsliapra0NqVRKkFJqNKihAiDUr9XVVckPMZlMGB8fh8PhEAvEUqkkhYJOp0NraytWV1elydfpdDCbzeju7kYymcTCwgLMZjPC4bA0OCwSWJhyHaQPAnvTBzYnvP/Y4B2kJ9FBxufzic0lCxxl4cugS2ppeGbwzKHbDZtTFk58zltaWsSoQWmVyiaSFBi+pg/DooMQwa/l5WXs7u7CarVienoayWQSJ06cQDKZFEMRTgl3d3fx2muvQavV4siRIwgGg1hdXcWZM2dEjzUyMiKOhuFwWAwL6JZES9hCoSB7Nx6Pi5uYUuwbiUSwtbWFEydOYGVlRfQThUIBW1tbeO655wDsPdNmsxk7OztyLpATzwRnlUolLkikN3Z2dkpdQUoyrYPj8bic5cxsIaBA0JL0HoJpm5ubcLlc6O3tRX9/v5iGcP9RjJ/L5SQpvVAoCG13ZWUFHR0dsFqtYlNMvUhDQwM6Ozvx6quvAoBYvWq1Wpk2lEolrK2tYXV1VTJ+SJNliKVarYbRaEQ4HJbzSrkY3NjY2Ij29nZsb28jFAqJbqilpUVqNuCugF1ZqCuX0hKbwuaD+kLWwUpDA6WbGbBX/Gs0GtTX10uqNH8mmQCcBAJ7GUvUuBkMBszMzAgQorRfZ66HEsBUMgu4DjIm7rfet5n5888/jx//8R8XJ4zLly/jV37lV1CtVvHv//2/vy8V4oO4EomEjODo+rG8vCyOPUSuuCGq1SpefPFFnD59GvF4HH6/XwpGbkh6AhNNz+fzMBgMOH78uBTnpVIJ3/jGN3D69GmJKa+trcVDDz2EVColKaF0LKDoOZ1OY3l5WYQrTU1NwtmnyJSuRhydxeNx4VyS0kBhF5H1rq4uESVlMhlcvHhRosVpW8aLimih3W5HbW0tKpUK1tfX0d7eLh7KMzMzKJVK4j1OGgcAQRiZDDo3N4f6+nrZbOVyGe3t7eIqxYKdxf/58+dF52G1WuXSnZ+fh9PpFLERCzOv14sbN24IzYqFezQalZARjUaDYrEIl8slI9ZCoSAhclyRSETeW2UK9HtdarVaUrEPW9z8wP7JQ7lc3vfvLHx5ICj3XiQSES4mbc9oi6p08+FhFgwG72lyaDnX2Ngo0x0WYx/0ZbfbxUAgEolIjgDdjQAIf502sU6nU95TNtyk3bDIozf+2NiYHP51dXVCESANjjoeuhQNDg7KWLuzsxPNzc1CWSwWi8KfpWMSsPeMxmIx9PT0SIEfj8fFaYfTSpfLJRa7ZrNZfn4ul5PJ5vb2trw+2pXcbAAA8ZFJREFUFu8ED8hlJTXn2LFjAiZwKsGCpVKpYHZ2Fs3NzYJmk2ZAVJT0S+6lXC6HxcVF2Gw2jIyMoFKpyBSN+4cTjr/8y7/E448/Lrx/5svQw5u5MuR6J5NJhEIhSRkF9ugytKHmFLa7uxsARAugTCWmD3k2m0VTU5M0FOl0et9efJBVKBQQCoX20YR4idN1hj+XRQ0DI5XnAUWefG+ZYg/sFQMul0t0F0RqgbuTHT7f/F73W0QaSa38MKyHH34YGo1G6K6cWm9tbWFtbQ0ajQYnT54EAAkUpUc8G7Wenh5Eo1FotVpx4tva2kJHR4dknbhcLrS2tsJgMGBubk5yZuLxON544w1p4GkWAEDCSmmtzbs2n8+LIJoNeTweRyQSEbcusgt0Op1oI+fm5uD3+/Hqq6+KG9mlS5fg9XpF+8Z70+v1yjlA0TCb/nw+j4mJCXzkIx8RcCEWi4k+yvp2avOrr76KU6dOQaVSCVjIKRwtrxkiazab0djYiEQigWPHjsFisaBarcp0UqvVSriZ0+nEzZs34ff70draip2dHayvr2NxcRFer3cf+Mr/n5qaks+Xi8ArtTNsQPi7Kvcd85c4RSKNDtgDr+k4pXQZe6c94HK5MDs7K/eH8u6nYD2bzQqDoK6ubt8EH7irNTIajXC73XIXc7Lf0tIi1vixWEwCTpmlpdfrEQqFZHLE16DUeXHxnh4YGBAK0/1ozwfX+2oQPvaxj+Gzn/0sXnnlFSwvL+NjH/sYAOA3fuM38Au/8Av47Gc/i6985Svv51v/UJbX68X/+l//C0ePHhXUz+PxiHqeglcAItQrFApYWlqSTp2du1arFaSWXaLL5ZIRFmkO/G8PPfSQpDMHAgE88cQTcskWCgUsLi7CarVKF8wLu1AoiCiZ3WwqlZJQKwCiqif68b3vfQ/nzp0T7jBFqDyUeLAwnOSpp54CsNdA8SK32+3w+/1IJBKYnJzE+fPnUSqVEI/HkUwm5SCkZR65w0Q76DDBsWsikRD9B12H+vv7oVarEQwGZcx448YNDAwMiLiTPEAWrOFwGP39/ZicnMT6+jpGRkbQ3t4u/GB6stPWkL7z29vbSCQSEhjm8XhgsViElmWxWGAymRAKhfbpCd7JS/iwjv2wlclkxEFESTXi16vVajQ1NSEej+/LSlAelBSYkw53cJEfywOLzYVOp9v3M0nNYnHS0NAgBR6RHfKqeZBS2/BBXkzOVWpm3G43ampqBATQ6/VStBM5JO0slUohGo3KyJ/hc4VCAR6PB21tbcjlclheXpamgCJBFrcAxD/barViYGBAOOwsTqiDcDqdsicY3DY+Po6pqSl85CMfEaeVyclJKbBZQJB6RG0Em8NyuSyN+OzsLI4cOYKBgQH5eTMzM9jd3YXD4cCVK1dw6tQpDA0Noa6uDrFYDNevX0cul5PAKOowmpqapJgBIOFgFDTy2VlbW8NDDz0k/H2tVotQKCRi44WFBXR0dEiqcDKZREtLi7gCLSwsyM9oampCR0eHhFolk0k5U3mpu91ueL1eySTRaDQiBKY4P5vNorW1VWhCVqtVCmg2ecpFZJ0A0P1cSbgOTiCBvWaV4su6ujp0dnYil8tJc36QIkgkdmlp6dCfwfOVyCNpjfxnAOKbr1zkM5MTz8yJarUqvxdzQT7Iy+FwiDCTQmGKTTc2NuQOoZC+XC6L9qZarco0WqvVigCX9tp9fX0YGBhAPB7HxsaG3FukBVKjcebMGWi1WtEKUiA9NzeHUCgkIKNGoxFdYiqVEnHujRs38Oqrr+LChQvCG89kMggEAqipqREaXbFYFHE5nxfSf1jccjrMgpNIOak0LNQpzL158yb6+vowNjaGZ555Rii69O5nACobc7IdGKzHZ0Wj0aBUKqG3t1fs1Ovr6yVbgMJaYK9xXV1dlek695nSzre5uVlc4Uj/DoVCMJvNUkcw5I+NTTwel3yLbDYrrlCLi4swm83ynjmdznusitm81NTUwO/3y37j5O3gOmhHzDuTFLJqtQqfz4fNzU0RFx+kD3FlMhksLCygvr4ejY2NSCaTYjjCSQoA+exJJzoILnBRb2O1WhEMBsW4Qq1Wy+tW6pDebb0vm9P/9t/+G7785S/LGPQ//+f/LDkHOp0Ov/Vbv/WBzj3gol3av/gX/wKrq6uIRqPie0uEOJPJ4Hvf+x6OHTsmqnHaPNIKjA4oiUQC29vbKJfLgubRPo6cV6aldnR07HNAeemllzA0NCT2qLu7u7LR19fXkUqlxPaUCF0ul0NfXx/UajXGxsag1+vR1dUllyzTAjlhIJcxGo1ifX1dhMnDw8OYn58XMSULllQqBa/Xi9XVVWxvb8vYPJfL4dq1a1CpVKLU50RkcXFReKF0MnG73RgfH0dHR4fQhubn5+WhHxgYED0FaVE1NTVStHGz7+7uCneuXC4LN7ixsRGvvfaaOHb09/eLeK1QKOBb3/oWHn74YVSrVczPz2NjY0O45dlsViwsaVVHTin5hfxZ77TY+f91L06DlLaLVqtVLMvIsb/f4qTBYDDA5/PJe07fcGVRwqaO4lolX9rtdovvPAsXl8slo+YPqhXi448/vs+9pKamBsFgUESJFN7SQpT6gDfffBMAMDw8DIfDIbqVSqUibmZ37tyBz+cT/cv6+jpyuZw4qTCgDIBMCJTULtKSSPHg51QsFgU1L5VKGBsbQ1tbG5qamqDRaIR2VlNTg2g0isbGRni9XoTDYXz729+W9+DcuXPiCEYdCoXC1FOsrKxApVJJOirDkci1ZtHCELbFxUXJgimVSrDZbIhEIgiHw+LeUi6XZRLV0dEhIVa08dRqtXjjjTcAQHJfKMSPRqPo7e0VipdOp0M4HMbk5KRorEgTyeVyWF1dRVtbG7RaLZaXlzE1NYXu7m4pmmKxmJzF4+PjIsam7fTi4qJwt2mDSjSOe6+zs1O4x7zkyel+L5ND+qFzrxzMHTCbzbDZbIci/cxw4NcdFDrSSY+ideDwiYHf75dpMxtWThiUTQ/3zwd5bz/66KNShDU0NIionWj36uqqhCSOjo5icXERq6urGBgYwNbWFlwul2hhJicnsb29jTNnzmBnZwcWi0UoXaFQSIqrp59+Gj6fT6ZutLNmIU6TDWoBmNFDt6hCoYD6+noB/WZmZqDRaNDd3S13H0FJ0nXoVDMxMYGpqSn09/ejp6cHNTU1mJubkwl+JpNBV1eXOGYFg0GZ5jMbZGlpSRyVqCkgxTWRSIjNeDgcFhcdu90Or9crVKVgMIhisSg6iK2tLTQ1NWFpaQk9PT2YmJhAPB6Hw+GQiU1PT48ElLFxpyaBoNu5c+ekWd3Z2cFf/dVfiTkEqUg8NwnkjoyMIJPJYHx8XAJaAYgj2vb2NqLR6D17T7moPeGzUCgU7gEIuFeVYJ7SfUjZTFAr8E7fh3eo8pnmpJL3Oalg1ErG43ExNolEIveAigz9Uy6lGyLvcoPBgJqamgfa3+9rgqBWq+9xfOCim8yHad2+fRt6vR6tra37gq2UF0IgEBD3DqUglyN8HrqLi4tiL0pkm4U0XYr4QBL9XV1dFdT61VdfhcPhwGOPPSaiWB4SwB7K1NPTI1kBRO1pbcdNMDc3B4PBgHw+vy/8h4eZx+PBxMSENELb29vw+/3Y2toS+zy6WdCtidxLp9OJlpYWzM3NIRaLwel0Ckp15MgRRKNR7OzsyCGYz+dhMpkwOzuLWCwmqafA3oanCxJjw9VqNTweD+x2O5LJpDjKUAhGVJATjUqlIr7vRCIolgb2Llc6UbEYoauRRqORaHZ6ZVcqFRFM5fN5sbPlOpiVAOzxgH0+n4gRDy6dTneoKLm+vh65XO6+gmceQAeFhFykAFEfcHCRWsJsD+XvANxtbCia5c/kz+WfMREUuItavFvT9EFY1NFotVrcvn1bPhs64pDLfvz4cQAQEXt/fz/C4TAWFxdl7M2EXPLtGxsb5bAF9tAdfj3pdNTHRKNRbG9vY3BwEDU1NfuyDxiIw6lFJpMROlQqlRKRIScEPJMcDocUG7yoKX5cXFyUfIfd3d19e2Zzc1NctrLZ7L4Lm5d+NBoVJyVOVSiOK5fLYgm6tbWFcDgsoU9NTU3QarVYWFgQRM1iseDVV18VrRMvsZaWFnGUUrrtzMzMCCXRYDDAarWit7dXtDB07AEg2gZSBHd2djA7O4vz58+LFTTdenp6ejA7O4vjx4+L3qlYLEpYGLCXJ0DRKFG6hYUFyTBQooAHg9GU+6+7u1smcEQsyVMm0nxQuEjHt8NWNpsVOpUS1eSkT/lnnLoebECAvSkP3eaAPQoi/eo/bEuZjB4IBIRmGYvFxJaZ7jyTk5OIRqNyN7e0tIiZCLBXSPX09MBoNMJiseDFF1/E4OAgrFYrrFYrenp6kEgkZA8xnHB1dRVqtRrj4+Po7u4WNyVS+Ki1YbhgMpnE7du3ceTIEbHR7OzsFOrfrVu3UCgURF/HYjiXy8HhcGBgYEDuI9JNONmlnSunXTyLAIgr0O7uLgKBADKZDLxeL3w+H9ra2pDNZhGJRETATLDAaDQiEAhgYWEBJ06ckOfZ5/MB2Kv3VlZWxJCFOkyXyyU0VlL/SI+02+3ihNTV1SW5CXyGLRYLEokEmpqaZJ8ODg7izTffhNPphM1mEzehYDCI1tZWoSvRyKRYLGJ+fl7ei3g8DqvVKrRNAmPUaZCORRCHWiBOy7mPSqUSOjs7UV9fj4mJCdljfO10KyIgyz+jjpVngPI+p+7tILWpUCiITos1NZ2dlHUEadlsEJQMhmg0KpoI1mScFD3Iel8NArt0FgpKqgF5oR+mRb46vW9VKhUqlQq2trYQj8clpZcCMLPZjEqlgpmZGXR3d2NlZQXxeBxnz56F3+/H7u6ufAj05u3u7oZOp8PRo0dFua5EyRgqdu7cOXR0dIjguFKp4Dvf+Q4MBgNcLhdKpRKi0ShSqRSWlpYwPj4OANJpU2tgs9mEXlNfXy80nuXlZVitVmxubuKJJ54Q9xEiZ+VyWRxeTCYTrl69Cq1WC7PZjDfffBMf/ehHsba2JrqN9fV1Qdd6e3sRjUYRCATQ0dGBrq4uuN1uCXcjFYbOPsFgEHa7XVxeKKwlrUJJtYnFYoKKMDyFnwW51jqdTgqk3d1dvPzyy9BqtTh37pxkJBw5cgTHjh0TXiIbEBaOBoNBRtLpdPqeSxyAjO34/HNzs9nh91JueB4WB4X8/GciKweLfAZDHRxPKgNVlCiFMsSJPtZcvCwYKEQUFribKHm/pfy7H6ZVKpUwPz8vQj8AMoVSFk9jY2Ow2+0iOCY3dGpqSjzRHQ6H6DH0er2g/eSNt7e3w+1243//7/+Nixcvora2FpFIBOvr6/KZRKNRbG5uSspyJpOBz+fD0tKSFCPJZBKRSESEqydOnECxWEQwGESlUhHufE1NjZgKFItFjI2N4WMf+xjy+Ty6u7sFycxkMpKBMD09Db/fL4UUkcOpqSmcOXNGJprkG8/Pz8Pv98NisSCbzYrtsMvlgt1uF4MEpZ6J7k96vV5C0ZhYTdQUuNukZbNZ9Pb2IhKJwOv1wmAw4NatWzh16pTQI2mryBH+zMwMZmZmcPLkSQFqjhw5gsHBQUFIg8GgIP0mkwlerxc9PT1IpVIIh8MYHx8Xm0qit0tLSxgYGABw17nE7/eLkQWXEgRIpVKwWq2wWCxyXrDpYIKsctEEgFMV+tBztba2Cl+ey+Vy7XMdI92RBUddXZ3kzSTf9tXn861sFOgrD+yhnqSEHVwP6pP+w1wejwc3b96Ex+NBMplEPB7HwMCAILF8bsLhMNra2uD3+2G1WgVkYiBiV1cXPB6P0PVqamrQ29srk9Oamho0NjZCo9Hga1/7Gk6dOiWUVDoSAnvv8+Liotz9mUwGm5ubEgLGPIB8Po8/+7M/w9GjRzE8PCyaH9qmUlPAf+Y0pKWlRWxIme5rs9mg1WphMBgwMTEhYYOXLl0ScGRlZUWe6ZWVFWi1WjgcDpl+eL1eETGzSeI0ldohuoUR1KDVOUPe3G43xsbG5LMhOm2xWOD3+zE1NSVFeSKRwMrKCrq7uzE1NSUAADWAt27dQjAYxLlz5/ZpkDo7O0W3R4MXYO+eHRgYkIlnIpHA5uamJDjT1pl2z9Qr8J4HIE0z71IlRZAaR9Yiy8vL8rMPNuDUcgEQkwgae/D+5TSQNVl9fT22trbkrqYTGzUH6XRaktA58autrZWfzXOC76/BYEAmk4HH44Hf78fi4qL8HQrNH9SE4H01CFevXsWXv/xl/OEf/iEmJydFGNvV1YWf+7mfk/Hxh2U5nU781m/9Fo4fPy6BaPPz8zAYDOjq6oJWq5VR+vz8PCYmJtDS0iJhFFarVdTslUpFurVr166hra0NKysrwnPTaDTSUdI5hJ02HxbylYG9AvH5559HNBrFm2++KbaTTqcTjzzyCLLZLPL5PLLZrDwYdHVYXV3F2bNnZVrB6QUtA3nBv/TSSzhz5oygHHQ5oRiHNmaPPfYYNjY2oNVq0dbWhqWlJTkEH3roIdjtdnF5Gh8fF/Evpxi83Dc2NsR1JxgMYmRkBLW1tVI4kJ/N4proOgN9eAAYDAbhLTN0ip8DrfwCgYAgsGwSGGBDATUAsW/jiC+TycBqteLkyZMipFIGJFH7sLu7K6iN0WjcRzlgSqvyz5SXPhHjUqkkHttczCwgMqxcdGgCcM+oUonqk+IG7FmuKS3a0um02AG+2yJqq7T1C4fDHwqecl1dnaBwPT094lRERJ3cZY6DSd1paGgQNP3OnTuCkPGgZ9Ot0WjkYqP49+jRowgGg/D5fEgmkxJqtLu7K05ZdKVoaWlBOp3G2tqa2PmyEF5YWIDb7RZ+OAWG1Ojw4i4Wi4Io0WmIAAODczgRHRoaEl0GJ4OFQgFnz56VQrqjowPb29tYWFgQsbTZbBZkdmZmBh6PB0ajEdVqFZVKRSh53/zmN/c9jxcuXIDNZsP09LRcij6fD2tra+LDTqH+0aNHsbKyIrar2WxWBNdsUDi9Y8NGSicAoZbwrKGNID9/WhpSBP7ss8+KKcXW1hYWFhZkMqEMR+R5yUkRcK9rGQtRYD8IcJgWAYAgeQddzoC7VB8lCMAikPuXZwX/DrnOACTzg9RE5etm00NqgfKz4nNK560P+iInnUncdASiCQN1B6SCGQwGxGIxtLW1yfMciURk0p7P5+UOP3LkiFieJhIJobZQw8epUU1NDRYWFtDb24u1tTWsra2ht7cXXV1dsNvt2NzclJTu1dVVNDc3o6enB+VyWb4ncDdQsbe3F9euXcOFCxfETY+vLRKJoLm5Wabjc3NzsNls8vlSyO7xeATkCAQCYmmqnIzeuHEDGo1GgEUAQgmm8Qdd0sxmM7RaLaampvYxR7q7u+HxeESwS7oPzQsoDK5Wq+js7BRwhAyFarWK48ePw2Qyyf3JZpWUPwJZBN/y+bxQJQEI7TWZTMJut0OtVqOurg7Dw8NiuhIIBCQsUqVSCc02k8kIc4NsjsOWsglgY6B0LlLSi51OJyqVigC1/PvKkFKeYzyz0+m0nInA/jNja2sLDQ0NcrZQtM6JAu9/JRhJsMFms+HKlStiEnPr1i1kMhnJvnqQ9b40CAaDAf/hP/wH4Xsp1/T0NL74xS8+cPosV3NzM37+538eFy9elEu8VCrh93//9/E7v/M7+/5ub28vvvzlL8s4+MaNG/iVX/mVQwUl77Q4wv/H//gfy/iQrj2zs7Mwm82iOWAnT3cdchgbGxuxsbGBmzdv4iMf+YgEik1MTODcuXNwOp144YUX8OyzzyKZTMJsNqO+vh5zc3NYW1tDd3e3iJdCoZA4mRDx5GG2tbWF2dlZQaQ4CmQBrAwSu379ujiqDA8PY319XXi2RAeJgIRCIaFDVKtV1NbW4i//8i8FTdRqtfB6vbIxbTYb3G430uk0ZmdnYbFYZOJCTQUpQXS4Wltbk+C073//+7hw4YIgZ0yf9vl8mJ2dlUI/FotJge/3+2XCQZEjlf27u7uSrcDmIJFIiMZgY2MDQ0ND0gx8+9vfxjPPPINKpYLr169jdHRUvO1nZmbgcDhgs9lEkEVkkXz86enpffSid8tDeLel5BxyabVauagOEzbdz05YuXQ6nbhccYKjtEIF7nIviSjyMLufnoIuRm63G9VqVQR378Zj/GHu7Z/+6Z+WAkqv16NarWJ5eVmC0sjFbmxsRKFQEAoCRb1s7GOxmCQEDw8PS0HCEfDi4iJ8Ph+sVitSqRRee+01HD9+XKhJyWQSgUAAwWBQBGsnT56UIoKc3draWvG739jYgN/vx8jIiGhN6PLDCQcvyHA4LM5kPp8PdXV1qFarWFpaQqlUQktLi1AcGKLmdrvR2NiIVCqFSCSCrq4uWCwWZDIZCTfke8BmM5fLyfdg8/Too4+itrYW09PTaGhokOKJ77FOp8Pq6iomJibExY3OaXa7XRoNWhYWCgUEg0FpUOhMw8+kqalJGgYGrzEEEYDYROv1elQqFTFZINpKCo7SNWh7ext37tyBXq9HLBbbN4njnrDZbO/5OQRwD0hAytZBOhHRTQIqB78O2GssODVV/hmBpcOaFCWIoPy9lA0Ik2mZ6cHJ6oNoEP629zf39j/5J/8E8Xgc2WxWisfFxUWx5p6ZmRFUfGFhAQ899BCcTidcLpdMa2kBTa1PR0cHvF4vHA6H2JvOzc1heHhY9HucTFEQzbubCLrL5cKpU6dQX1+PpaUlacRzuRyWlpbQ19eHubk5JJNJ/ORP/iT0ej2i0ajcqadOnZI0Z9KX2YzSgjwWi4mBCRtoNkTUICjd2pqamuRzpV0mfz9OJIrFomR8VKtV3Lp1Cw8//DB2d3exuroKj8cDtVqNaDQqGitqf0KhEEZHR7G+vr7Ptai9vV2YFA0NDdDr9RgbG5M6iGg8n7OhoSFp2qkjNJvNWF9fR11dnaSRM++Auk+73S73FpOyaUNbU1MjmrL7LafTeY+DGPcLM0QOWwctTv1+v4C0TqcT5XJZGlOtVrsvb4LroEmJcrHwV+od3mnxzOCEsbOzE9ls9h4DhKNHj8oE9a9dg5DL5fBLv/RLuHjxothabW9vY2xsDN///vffV8H02GOP4Rd/8Rdx8eJFvPXWWwCA5557Dl/72tdgMpnw7/7dvwOwdxi9/vrr+IM/+AM888wz0Gg0+KM/+iO8+uqrOHbs2PsSVDH/gNxgigtv3bqFkydPSmpqKBSC3W4XVTiRf2DPJm5oaEi4xKTL0GO3UqmIIwBRDf48YA81b2xslG7X5XIJxYaIWG9vr6BIer1eUE5OJijMMZlMuH37tqRCstAlp5e2fwxe0+l0WFpakhHtI488gkwmI+FJtAebmZnBkSNH9jnm0B+Z7gfFYlE4krlcDg0NDWhvbxdUlHoFcsJv3LiB48ePY3t7W1B9Xlq8HKnmN5lMEkEO3A076ejogEqlgtVq3Wf7WFtbK17sZrMZoVAIn/70p+Hz+bCzs4PJyUkRYnMz81BmcA5pEcooc+Vmdjqd7zswTHlZ6/V6SaIkT/x+q1wuCzJOOh9fOw8R0iz4WpXNAScffH8rlco+ezUAkoPApYy2p2cz/+67rR/m3p6ZmcHly5fhdDqlMKP71+bmJnQ6ncTb22w2uQR3d3eRzWaRTCalySVnNxqNSoouxYicGFBDkE6n912+LPzOnj2LhoYGBAIBRCIRBINBAQKUQt6hoSEMDw8DuBuex8/MbDbD4/GI5WogEJCskYWFBdTW1uLatWvo6OhAW1sbxsfHBTWzWCwIBAJoa2uT379areKFF17AT/7kT0qhkU6nceTIEWmeSYNRq9VYWVnB2NgYnn32WTkfgb38E05hFhYW5ILm+9nf34+1tTWxyNXr9UI1oOCe5gicktbX18PlcuH06dMyVQyFQlJEJ5NJdHR0oLGxEd3d3dK4hkIh3Lx5E4ODg2IdS2EpaTakxvKsoiVhc3OzACLK6ef9ith3a9ipbeJncD+LQbps8Xwrl8tywTNxNplM3kNrOPhnLCK9Xi+2t7eRTqdFMNrU1CT0J56zXq9XzgmNRoNgMCjP3oOsH9b+DgaDknZPG8i5uTmYTCZMTk7CZrOJV/6RI0dE2Mv3moUyC9qBgQFcuXJF7khOXO/cuYPBwUEBzGpqamQiwQl0Pp/H8PAw/H6/aBcjkQg2NjbQ1NQkmh2bzYa6ujpxJGPjTUpYX1+f3JHMsyEtCYAEK2o0GhFbr66uisPhxsYGBgYG5O+rVCpcvXpVKFK8y3p7e2Vv036VbITFxUUcO3YMzz33nGgCe3t7pQkrlUrY2NhAPp+H1WqFXq9HZ2cntra2kMvl5P0hhZjmEES2OV1gVgQd1QKBAAKBABwOh4jtOa09ceKETFvYVDAzincggU4W3KQcUb/DcELSc5ThhEpEXUnJeyedHV2tvF7vProzFzUvPDeoaeju7t6Xk+D3+7G2tiafGQEkJnY3NzffA+6xYeDvRTopAUWeMUo6FAXLAwMDDxxD8L4mCH8T68knn8SpU6fw67/+6/v+fHx8HJVKBSMjIwCAP/iDP8AnP/lJGVMBe1zEYDCIf/Nv/g3+7b/9tw/8M4lEHDt2DK2trcKzTiaTuHnzJjo6OmS8XqlUEAwGceXKFTzyyCPCWWttbcXu7i6Wl5cxNzcHn88n9n8LCwv40R/9UUHpxsbG0NPTI4cBP8y2tjbJJlhfXxfRCr3TlZaLdBPg+NNsNkOtVmNmZgY3b96UUKDe3l50dHQIx3dzc1OEhAsLC+jr6wNwd2M4nU4RPPHitVqtYtd24sQJ1NXVoVKpQKPR4M6dOzh27BiGhoYAQC72arUqFl1MZibaysRKah6+853vYG1tTWLMd3d3sbm5KQFURHU5kSiVSsKbpYMLeX3UJrS3t0tj0tzcLPoGfn0sFpPx8dWrV7GysoK+vj7ZcPR4J29xfX1dLOSUy+fzyeTksARj5eK4lyPbd1rKiYTynzlKJhoN7M9GeCdrVTa/TBY9bGoB7DWpfr9fDkUmArPAWlpaktTZpqYmcaF4NxTih7m3z58/j7W1Neh0OkHi2JyzwQbuZksw4ZvCbv59+pfX1tZicXERLS0tkmEwOTmJ69ev45FHHpEmNZ/P49VXX4Xb7UZ3dzfS6bR4fRsMBrz88ssyidBoNBgfH0dLSwsWFhaEB8yC9Y033hCLzN3dXfj9fgwODgq/lrbFi4uLMBgMgrKR/kPAg+dSIpFAV1eXTPC6urqEZlGtVjE2NobHHnsMp06dkikdqYNMAya32uFwCLJP68KNjQ288sor0lhRw0RXMhbtmUxGmqxkMokjR45IIbG2toZkMik0L6fTKY2S2WyWZowggdFoRF1dnXB2Jycn8cYbb+CJJ56AxWLZFzjG18m8FzYApNJRSE7a0YM8a++luOVnS+SRSbhsXJQhiERqWYwdbAToqMP76eDkQ7moC1lYWEBLS4sEVlHzxdXe3i7hnQ8yQfjb3t/c2729vZidnYXD4RCtwPj4OEZHR2VfAxD9IK1J2TwwuZt0N6vVing8jmKxKLRX3uNdXV0wmUxydn7/+9/H0aNH0dbWhp2dHbGqVKvVeOmll3D8+HFxIfz2t7+NCxcuSEgZRbbVahXXrl0TP/+1tTWcPn0a3d3dIvDf2NhAIBBAsVjE9773PZw/fx5Go1H0D8xZcrvdKJVK+OpXv4qf+ZmfEc59S0uLsB9KpRJeeOEFfPazn5WJCM0SmB4di8UE/OE0ieyCSCSCzc1NvPXWW4hGo6J9IuBJJ0KCL3xuCoUChoaGxAjj5s2bYvxQrVbR398vU/mGhgbJWuEzbjQapRnL5XKYm5uTNGA6R9EEhJOv6elp7OzsSBHP79fa2ip1E41cHlRb9yD25aS5Kb+n0klI+X0OipIPmxgCh7MMlIup7tS8+Xw+hMNhDA4OSiYIsN8pqaGhQbRwf+0TBADo6uqCy+UCsIc2PshB+k7rO9/5Dr7zne/c8+cmkwnz8/MA9gqmH/3RH8Vrr722743c2NjAzMwMfuzHfuw9FRFc3LAAxNOfqcXkrSaTSWxubuLs2bOYm5tDPp/H0NCQUBQo+qCPfiKRwIkTJ+D1eqFSqYQTu7OzA6fTKQLHWCyGXC4nsdrJZBLhcBgejwdra2uYm5vD6Ogo7Ha7oJZ0UCD6QLS4vb0dzc3NkibKMDK9Xi+X6OXLl2E2m6HRaODz+QRJYDYBg1B4mHV3d2NjYwOlUkmsRhkkQ0QWgKALjY2NIsDs6+tDqVSSyy+VSmF5eVkmMxcvXhRbVIqGOjo6MD8/Ly5RtbW1IsByOBxi86XRaJBKpYQX7vP5BGmjowkFVLW1tTLVmJubQ3NzszRcvDTy+bzwPVng0R+dqdQUhwOQQ/FBAkdY1D+IcwDTLNnQUCdAaoTyQFF+v4MHl7JoIb2GhyR5peRd8jCjsC+dTqOlpQXLy8toa2tDJpPB6urqvsOUIVsPsn6Ye5sJpBzR83enPoToIcW1U1NTIq7NZrMYHByU4pNNViwWw8DAgGh4PB4Pzp07J0JRPqPd3d1iV8iGg/kox44dEzEpdQccz5Nnn0gkEI/HpRnlBUI+Lc+m9vZ2JBIJfPvb34bf75fpIi8rakYYykQXNoYQ0j8+nU7j9u3bGB4eluaDTUY+n4fFYhFqAItqAgOpVAorKyvY2tpCa2srTp8+jcXFRSlMPB6PhCtxX2s0GphMJrzyyiuS/s7PKZFICMdZueeZtcDPp1gsSk4Nz8RsNoubN28KmECKoLI53tnZkeKDQUOBQAD5fB7Jt61+75emenA9SHNADdDGxoZMNwEIgGEymeQuoG9+Q0MDtra2hG/M5oDZFvF4HIuLi/uoQmwOHA7HPcAGUUiz2SzUzXK5fI+vu06nu4cG8U7rh7W/d3d30dHRAYfDISj4yMgIcrmcUDx4xqlUKkQiEcRiMQF/OEmnrTMbwgsXLqC5uVkQa7rZOZ1OQf01Go1MB7inKegdGhrC+vo66uvrYTQaxaaUnv3UCnDqxIlRe3u7aCB5LzG1/bXXXhPkt66uTu5ZThfK5b3sIoPBIJPIRCIhDQlNTZ599lmh0HJiVS6X5bWyGeB+o512OBzG7du34ff7cfLkSaFR19TUwOfzIZfLiYBWo9HI+8JmjEU+8yROnz4tGTTk1Dc1NcFgMAh9kbTKra0t2Q8MaKTmkqYthUJB6Il0Vszn8wKyraysoFwuS74RJ0nvxXjjQRqEg9M96tOAu1N4gh3KqQAp2Yc1CDRo4P3f2dmJRCIhU2MKkvk8MuBxfn7+nvyk9vZ2LC0tPXDI6XtuED7ykY/gp3/6pyX4gisWi+EP/uAP8P3vf/+9fstDl9FoxBe/+EXU19fjC1/4AoC9DWQ2myX1UbkWFxfxzDPPyNj9vSyDwYCvfvWr6O3tFe76mTNnhJ9NRJwj842NDdhsNhnJMazMYDDAaDTCbDajq6tLHG04Jrfb7TKu397exsrKiggDc7mcFNCk8TQ2NgLYOwjpS0yKBJObs9ksAoEAPvnJT0KtVuPSpUvCQSbqxOCN2tpanDx5EsFgEE888YSg7xRWh0IhCcxqaGgQhwuHwyHFCwVMW1tb8nUqlQqhUAjZbBZOpxO5XA5jY2Mol8uoVCrizrK7uwuLxYIf+7EfEztRjUaDS5cuYXx8HM8//zyMRiN8Ph8ikYhYk/JyT77tH0y6UjqdRjablRAaoqYUGs7Pz0uDQZtPjgPT6TRu3LghlrHFYhGLi4vCbTQajVCpVGJtS8cX0gkehFakfBYZRKXRaN7xa3lAsJjnJXKQwqD83kQNiTDykuBERBnwRjSWyA+zIPj+qlQq+P1+sXYkP53oLQ/Ura2tBxY5H1x/m3ubSb+ktGxubqJUKomFIHD3EKdGqLa2VvZqMpkUoTBpKnyG6uvrpcFIJBKC3tBHnNMAotPUD9GpK5PJSBKr1WoFAKyuruKVV16R10+aEJsD5q+k02kkEgmhOmo0Gnz2s5/F7OysFO5MQG9oaBC6A6c/S0tLgmxNTEzg+eefh8FgQE9Pzz5nDwbFVatVQUSXlpawvLyM5uZm1NfXS5o6Bc6chjJP5s6dOwIoMA8CgFA4+vr6JKmZjXFnZ6cAGdQ05PN5aaD5WbBBSafTUlgT3WxqakI4HEYqlcL169fl9zp37pyg+ACk0aivr4fNZnsgsIsINCmHdGeLRCJyKSsRwrW1NRgMBrjdbsm+ACBFi/JM4H9Tcpu5SD0h3Q84XAjNRm1nZwepVOoe+oLH49lHhwD29ko0GsXMzMwDu5wctv629jfzMBhklk6nUa1W4ff7pQgkXY2FL+/p2dlZuFwuuFwu+T5E8qmBY/Po8/lw5coVpFIpNDQ04M6dOygWi5IJxCKaqcbr6+tYX19HuVxGJBIRa1IWtrRIdjqdEubJKTTPIFLg+MyfOHEC8Xhc7HZJP6IjFzV2Z8+eRSaTgdvtRl9fH1ZWVuS9J4LP70tnNK1WK+fW/Pw8lpeX0dnZKRoLujs9+eSTAnISub9y5QoGBgbk/qWrG6dabLhpalEsFtHb2yt5KQyfTCpCVguFgug2aM5A/UQ0GsX09DR6e3vlc+febmlpEYciTkf4/dhssJFhEQ3cXwPAvcplMBjk7zY2Nu77HodpBNgQ8O7lnuX3pEh9a2trHzOA+1AJVsbjcRGfr66uiksd6YIbGxvo6OjYt7+UzQEn0Kurq3C5XPuMC95pvacG4fnnn8fP/uzPIplM4pVXXkEkEhGP/+HhYfzqr/4qGhoa8Bd/8Rfv5dves+7cuYPu7m7MzMzgR37kR2T8ybHhYV7R9H9VKr4PLiLqXDwELRYLRkdHxdqPDwJHviw86+rqUFdXJ5x3Fk7A3sHt9XrFCmxsbEy86RsaGuD1evfZw9bV1aG9vV08xYkqNDQ0IJPJQKVSIZVKifh2fX1dHInItSNfmv7rPAR0Op0U+CzSyQl0Op1wu93Cx+WIMhgMYmZmBiqVCh0dHVII82cZDAbh0pEvSA48NzhHsnzQa2trEQwGEQqFpPtNp9OCTtI7/K233pIN39raCgByYPCAYJKvWq2WEbnf70c4HEZ9fb2gjAysqVQq6OrqwpUrV0R4yklRPB6XSUIgEBC7M6IcdJSJRCIiMlU2RA+6eNmZzWZx+qLV6/1ESe/1ewN3DwLuC7vdLkJQYL/nMhEco9GIYrEoCAQRGWVegtIxQfl66Rz1fpxO/rb3NkOAnE6n0EtI1aKDGO36KL5zuVzQ6XSwWq1466230N7eDofDIY1YqVTCzMyMFOubm5vI5XIYHBzE2tqaGASQF0qUmBcV/9/hcKBYLOL69etiz8j9S00CUWD63/N9Z3PA84Z5GNyP/JlseFm4t7e3w2KxYGVlBaVSCV1dXSiVSrh+/To6OjrE4WhychJHjhwBsKfRYiJvPB7HN7/5TZhMJvn+vHgTiQRsNptQhwqFAu7cuYNYLCZ5MCzk6BPOJqRc3guEjEajQo38y7/8Szz11FMixCS1gmcDEVmj0SgATiKRwNbWFtLpNK5du4bt7W20traipaVFLFMnJyfR1NQkRgn0zH83oaxSkMjpbU1NjQRokqKlfG6VS9lgP8hiFouyAaCP+8HF18Lnh00/J50ejwfpdFqmIpyOK4uafD4Pn8+HxcXF921V/jexv++3tzOZDObm5uByueBwOCSpm65wdK7q6urCK6+8glOnTgllsLW1FTMzM5Lyq1KpUCgUJDCVWkKr1SoTv5s3b+L48ePo6+tDJBKRSUJdXZ0897W1tWhra4PX692Xr7G+vg673Y6Ojg7Y7XZpZGks8Nprr2FkZESE9dvb28IoCAaDAkaQ/lgqlcSpKhKJ4NVXX8XDDz+MlpYWTE5Oymt3OByYnJyEx+ORVGbqfRiSZjAYBET87ne/u++M5P9owcrzhvbFXV1dovMjnYdnFid1fAavXLmCpqYm6HQ63LhxA+fOnRMwg1pKTuWpySMrgFPP5eVltLS0YGJiQgp4Ag+bm5uCqtO2dm1tDQ6HYx9iTvo0Hc8OyyZiZkNvb69MKSORiABqyuYAgNQonDIfbOIBSC0H3Nt8KJvjjY0NoYUp9yfrI6fTKWAnl0aj2WfWcvD3ofU9z+q/9hyElpYWfO5zn8P//J//E1/96lfvGVFotVr8xE/8BD73uc/hypUr96AT72UNDAxAq9XiJ3/yJ/GDH/wA//Jf/kv8xm/8xvv+flxf/OIX8Wu/9mv3/PnU1BTGx8fh9XoxNTUlhwZHXoFAAIuLixgYGBDkiHHWfMjW19cFzWN4Cgt4ckrpZz87O4vHHnsMdrsdwWAQwWBQ0DOtViscueHhYUF6R0ZG5CFiIBB1Es3NzYjFYkgmkxgaGoJKpcLm5iay2aw4OajVaikAGBbGoJb19XVxYCEiwyLZYrGIrRpDiHjR00qVKZbf+ta38MQTTyCTySCRSIjwd2FhQdCdv/qrv8LP/uzPQqvVIhKJIBQK4ezZs/uiw2/fvg21Wi2Ig06nw5NPPolsNotr166hpaUFt27dQm1tLR599FEJZ+LBRuTCaDTi/Pnzknrb2toqKAedXI4fPy7NAAsEulft7OxgampK7BIPWxQ6Kjcc6QOFQkHyLRKJxP/vRNLDAtq4+HoB3HN4HWxqeDDxMwD2hIoUjgF39Q+HjSKJiDwIverg+tve242NjaJPSSQSCIVCOHXqlDTgFNaRAhMIBEQDpFarcfz4cRSLRczMzAith5SOhYUFGAwGKbyTb1uassldW1tDOBzGW2+9JTZ2x48flxAlThTIm1epVGhra8PW1hbGxsbQ2dkJjUYjaamxWAwNDQ1YXl7GpUuX8Mgjjwhnv7GxURAmUlKq1ao4jVBPs7a2hpGRESSTSeHzHzlyRLRGbLYpmqNLWzAYRFdXl7iC8AJdWVmRZ3txcVGew+XlZdGnELVMJpO4desWTCaToGsGgwEnTpyQAkKj0WBiYgIejwfPPvssPB6P5BTQZnhnZ0eeTTbuLCIASANMwIBTTv53ghgOhwMA3pFKpKTqKRF9JokXCgXZb5w6/nUtOqdxUsP3+7DFQk55TinpDsqsBaZJHww7Zcgk8P5DEP8m9vf99jZtgumM09raCoPBIIXsjRs3EI1GcebMGQwMDODSpUsYHR2VZ5LPHc9ACo+pKSD1j02t0WhEc3OzNIHxeByzs7NYW1vDxsaGBKvRZvbIkSNCecvn8xgYGMDOzg4ikQjsdjucTidmZ2cRj8fF7vPy5cvQ6XSS7ZBMJjEwMCB7IBaLyX0SDofFUdDr9SKbzeL3f//34Xa74fV6odFoYDAYkHw7yEuZAs89Ui6XMTs7KwV/Op1Gf38/UqmUFLs7Ozu4ceMGnn32WQEKk8kkLBYLFhYWJFSNZ6TL5RIXrk9/+tPIZDJYXl6G2WzG5uYmMpkMLly4AI/HI5MEnsec9NKOnVRC6sMIfBw7dgybm5v7UHPlVC4UCiGZTKKhoQGrq6v3cPgPUoGUi+CDcm9zwnvYVE+pX1TSeIH9OkFl4c472O12o6GhAVNTUwAgNC/qLsnWIHi3srKC5uZmmSD39/djYWFBPsu2tjYsLCxAp9MhkUgI5Qu4e2Ztbm6KPODd1gM3CJ/4xCfwV3/1V/jTP/3TQ/97qVTC//gf/wMmkwmf+MQn8Lu/+7sP+q3v+/2+8pWv4PTp0/jSl76Eb3zjG3KQk5+nXEQMDvsAub70pS/hP/7H/yj/TgvTxcVFnD9/HmazWcZYRK+TySSmpqb2IfcM6iCqwTF4LBbDpUuXhL+4sbEBg8GApaUlmM1mSfplyiA5//l8Hrdu3ZLwryNHjiAcDkshQiFabW2tFPHAnvqd4+mxsTER16XTaXE2CAQCOHr0KNbX19Hb2wuVSiWNDNFkm80mF39zc7MEoaysrOD1118XN5Pp6Wkk33YU6urqknE3E12Hhoawu7sLlUqFsbExHD16VAKayuUy9Ho9nE4nxsbGpKt3Op1IJpMiyKYyn1MaIjl0J6AQqa+vT/jY1AssLS2J2IxaCbfbLehJJBKB2+2GSqVCU1MTJiYm9nmqEyGmSJuFF73lM5mMbHYW0BRkKQ8gclGB/e4I72cpf+5BByXlov3lYUKn+3EnlZMMaluAdxdFcfE5fK/rb3Nvp1IpzM3NwePxSCGgUqkkRI6iWk4CrVarWOVxOqpMwaYdssvlwuDgoDSfnLqQ0mWz2SQ1mCnnVqsVd+7cQS6Xw/nz51FfXw+n0ynOPK2trahUKrDZbBJmxudeo9HA7XajpaUFa2trsFqt2NjYQHd3t6S/ajQaxONxmVpw321sbKC3txdOpxNOpxMvvvgiHn30UUxNTQnlLJFIIBAISFExPj6Of/AP/gGsVitcLpeI+/hc0P0llUoJIEDUnpM+uhNtbGxgfX0diUQCAwMDkqVBrrLRaBR9BoufsbExtLW1yeunjTILrm9+85s4efIkfD6fPK9seLPZrDhTFQoFafxJGUmlUnC73WKKQP906lI4oWCKvFJ7w2BJNohKZPvdwgaVi8ALRdL3WwaDAdVqVcwb7ve9+L7cb9EFbnd3F0tLS+/6+tg8vZ/1172/77e39Xo9pqen0dzcDLvdjnA4LAnW1J2w2WU4FJ+xuro62O12+bnxeFwcn6jPoSaFYKfb7UY8HofNZoNerxfUmvcnRfinTp2SgMtsNouxsTEcP35cpvosund2dtDc3CzILvUYfP1er1cMAGjJS5R9bGwMNTU1uH79Ovr7+2Uy8dRTTyEej+M73/kOHA4HrFYrstmsFNEnT55ETU2NhHG53W5xXaQOMBqNyvOk0+mQz+cxOzuL+fn5fXc0G3++f/39/TJJYU4M7Va3trag1WrhcrmwsbEhjo6cNlLnVywW8fWvfx2PP/64TLEo2N7Z2UEwGITBYBC7WrpP8Xw5SOHjVIeNfrFYFHBDaQZAbRXPHzbUBGXfqaHgewTsd0A6DM0/+Ge0sPd6vWKIwglIIBCQc0fZ+AeDQZhMJkQiEVQqlX2Tt4mJCdjtdmQyGZlubm9vo6GhATabDYuLi0I9fJD1wA3C4OCg8Anfaf3pn/4pvvSlLz3ot5VF+sVBi9Tx8XHU1NTg2LFj+MY3voFUKoX29vZ7vr69vR0zMzPvyGGkxd3BZbfbYbVaYTKZ5H/RaFQKeF7O5XIZ09PTIo4lD7murk7GtwwVU6vV0Ol0mJ+fh9PpFNcOpV0o+f28LJubm4UfuLu7K0LmSqUigScWi2VfKFNtbS2uXr2KJ554QkaltbW1mJycRDgcxsMPPwyj0YijR4+iWCzi8uXL6OzsFBEPALE9vH79uqD+tESLx+N49dVXMTQ0JF7HjY2NWFxcRHNzs3TWxWJRgpB2d3dFWEkqAQU0/EzZVLS0tODOnTuw2WzY3NxEOBzGT/zET8Bms4kbgNL288iRIxI4VV9fj7W1NaysrGBzcxNbW1tS7Dc2NsoIVq/Xw2q14tKlS/LeGY1GGYUT+amrqxO0hYu+7hytFgoFcboAIPQI4C5awM38fjjzSsQBuL8A8uD3rlar8v5SNMrGgMLtg9+LQk1y6LnYKCjXYW4PDzqm/GHu7Rs3bsBgMAhyBQALCwtyWSsP/nK5DJ/PBwDiHkLaRk1NjViQKic0VqsVx48fRyAQQDQaleaSwmeNRiNUnVwuh6amJng8Hnk/s9msWAVSBDk7O4va2lopTFpbW8WWVK/Xw+fzCeI0NjYGt9sNt9uNjY0NyRrQ6XTCT25oaMDOzo5QT6xWK1ZWViTrALgbQtjU1ISamho89NBDctbwvSEFkohoLBaT/ABqeaanp2E0GmVMz4uLmQW9vb0y0WBWQzQaRalUkt/fYrHAYrHg8uXLcLvdgsxbrVbYbDY4nU586lOfkmBF+v9fuXIF/f39+1KHSSWjfogNcTgchtPphNVqhdPpFMFqtVrF1taWnOEUstP0gKJzgjeHiQrv51mupCjRDerdvo70ovb2dmnISZHgZ3c/6mNNTQ1cLhdSqRTi8fg+q+L7LeqVHlSgzdf9N7m/77e36Q/PaXAsFsPq6qrY4UajUYyMjEhD3dHRIZ9jPp+Xs3ZnZwfb29tSvLOpHB4e3tcgcJpPlNvhcCAQCMBsNqO9vR2dnZ1iGc1npVwuo7W1FS6XS7SMRHWj0Siam5vlM6pUKjAajRgbG5MClTkLKysr2N3dRWdnJ8rlMoxGo1BzlVoci8WCaDSKnZ0dYTKsrKyI8JrFotVqFZCSdz2DH+lcNjMzI+CkXq/HK6+8InvG7XYjFoshFAqhVCqhubkZ7e3tqK+vF9COe4n6INLcKpUKXnvtNbjdbpjNZpjNZnR0dAhV6+Mf/zjm5+dx5MgRFItFhEIh1NbWYnZ2Fr29vQiFQnjjjTckhZrC/kQiIblNLJrJbtja2pK9tLGxIXWL8lkiPbNc3kuuJnDBfaGcXHIpDQKAvb3Ju1kJMHJKTN0KvwdpaIODg1J3kA70Tiufz99jf2qz2fbZxHNqPTAwgKWlJbS3t6OmpgYrKysPbFH+wA2CSqXaV0Tcb8Visfc1Zn3xxRfxe7/3e/jzP//zfX/OcT3T877xjW/gE5/4xL4CiYKcgzZrD7ra2tqEw0puvsvlEvS7UCigoaEBN27ckK+pVCpwuVyYmZmRQpr0AYpq6urqhH8bDoeFn0hRHjenXq+XMLDLly/j4sWLqKmpQTAYhFqtFhcZj8cjghYeholEQgKXaNO6vr6OkZEREUYSkVheXhYxEi+qfD6PO3fuiEMJk0nT6TSuXr2Kc+fOQavVwu/3IxaLCY2ht7cXDodD+PXZbBavv/46+vr6YLVa0dbWJhMYXr5TU1OiV+HIlNkITD4eGRkRFyI2QLlcDtevX4fFYsHQ0JCIp3d3d9Ha2irIGAW1DocDBoMBwWAQpVJJpkFHjhyB9e3Y9OXlZZTLZQwMDGBychINDQ1wu92CmhSLRUGRlMFl29vb+y4rZdF9sGDm33tQzQGL+HeyTVSGwXDx9YbDYUFh+Iwe9joByHPHwhG425wovzeLtsPoRA+qo/hh7u2hoSERsVGcRe4yi4aamhpsbGxIA8jgoaamJqyuriKdTqO5uRnAHn2ru7tbUHJap3q9XvEf51SClAAK9MhTXV5eFgEznTg4zWB6MAObWGBQfLe9vQ2DwYDR0VFMTU2J7md5eVk+o0AggPr6eskYaGxsFPTMbrejqakJkUgEjY2N6O3tFd1BW1sbTCYT7Ha7ODIRUaOLESmQyWRSUuGHhoZEJM8CkOLAtbU1RCIRHD16FC0tLcJ9pjNUsViU35sCTKfTiYaGBnz/+9/H2bNnYbFYZFrI83llZQV6vV70B1euXMGxY8dQV1eHcDiMUCgEm80Gi8WClpYWlMtladx4LnO6RxH3QQT7ML48vczfCfU/rDlgENNB7vG7fV1HR4dwvpXIPwtNpYUjcFc8HQgEoNfr97kRHWwO2IixiFQ2HQ9aQAA/vP1NCq9arZb3ZmZmBqlUCsViEcPDwzJ539zcFL0AsIfcvvrqqwD2ONo0J2ETwQk0v++jjz4qz9DW1pa44tH6lMGmBoMB3/zmNwXMoy6IZ4JarZZn/uGHHxYqUF1dnaQMP//88wJEXbp0CcAeW0Cn0yEYDIqO7uTJk2JwEo/HRTeYzWZx7NgxoSjSel2v14uQl5qoVColzoput1vCztbW1tDS0iIUrObmZnR1dQG425Am304vbm9vl8BDsim4t2OxGJaXl3H+/HmYTCbJienp6RGL51gshmvXrqGrq0tMEBjaWCwW0dnZie3tbTzxxBNi1072hMfjgcPhwNLSktBJrVYr1tfXpUFOJpP30G75nFutVsmJqq2t3Ufhoz6Pf+fgfdfY2CjZQdSFKOsDu92OSCQi9wDPc97L3d3dkrB80DVM6TimPIfcbrcETx6cArA+Z73B70mK1djY2D5jjgdZD9wgPGiwAvDghcPB9cUvfhGXL1+Wcf358+fx+c9/HleuXMFrr70GAPjX//pf42Mf+xh+/dd/HV/4wheg0WjwG7/xG1heXsZv/uZvvq+fS0FyMpnE6uqqCIKBPWSNSDTRdX6oPLgHBgbEPspsNqOtrU38q3kZUlQMQFT4dCvQ6/WClNPOCoCM/W7evImBgQFBwGgxCEDsSznqnpubE6oQE0JZOFNHoEwu3d3dxe7uLm7duiUXPV0L+vv7EY/HceLECeh0OunYaU1GkWoqlZKihMnMyWQSkUhExn5erxeVSkVGsgAk7MnpdGJ9fV1+J4pmlcEnjz/+uFjSEWmgFRsLXSL9pITk8/l9UezKPISFhQXx++7s7MTCwoLw/njpxONx7O7uinidzcp7XYch8octpS3p/dbBn69sCFwuF3Z2dg5FNQ+uxsZGOST59VarFYlEYt8UQ0mRomXeg9qbKtcPa2/funULNptNqEGkB7pcLrGe3N3dhcfjQSKREHEZk1LtdjtqamoQCoWwubmJkZERQQjZbMzMzEgo1crKCjo7O6W5ZdFLBxGlvWgoFBLKG1Ov+d4SAW1tbYVerxcBIF2JgL0CbHl5WS6C1tZWxGIxCScC7npkKx3U6uvrZdLJxoU2o3QJ42QpmUxicnJSmhhS9YLBIGpqaqDT6eByucTFyev1wmKxiJCUDmi0Sk6lUuIaVl9fL17+wF27aZoCfPrTn0ZbW5sAIsyOaG9vF/piJpPB1atXMTw8LKLu5NtuXLu7u4IKAneblsMcwcxm8ztS2LhIWTismH+ntFPuo3e7mA9SEGhjelA0bLVaYbfb5TkB9vY/kXy6FXHx8yD1TK/XS0NJtxSK5smTfy/rh7G/p6amYDKZsL6+jp6eHimE1tfXZSKsUqmwsLAgOSYM+TKZTDh69KgUUuFwWOiEBDhJ9XjkkUewvb0t9CIajjC4kGGFKpUK9fX1GBwcFNCppqYGJpNJ3M9o3EGxaLlcFqpbfX29OPDlcjkxPlGpVCJO7ujoEAeiarUq1Fwi6dQ+lkol2Gw2qFQq+Hw+mQ5wzxEEnJubE9chtVotIn5O7AgIkn7FvCS1Wg2r1Yq1tTUsLS2JRkp51+l0OslKqaurk7qBSfBdXV1itjA6OipGJ319fWIbWy6XRdcQCoUQDofR2Ngo9QsnY8rQM95rpDXTOvUwty9qkajHVDbJTGunBoWLk/lIJCINItkm3Hd0iOTrACDGNlxKEbsSfLe+naVDi1daYdMogu9TuVyWu025lJbmDJrjvne73aJhfZD1wA1CTU3NvvCRd/u773X983/+z/G5z30O3/rWt1CpVCT6+3d+53fwpS99SYrH1dVVnD9/Hl/+8pcxPT0NtVqNmzdv4tFHH33fItArV65I8dje3i7+yRaLBfX19XC73SLQ5cV79OhR8RcOBAIi8CTt5eWXX4bVaoVWq8Xw8LCMf5hqSatD5cMci8Vw6tQpQQTpg97T04OrV6+K+08wGITH48HQ0BC2trYQCoXkUO/q6hJUkV1zTU2NTBOi0aigIy0tLTCbzejs7BTuLosQOiAwWINuLSaTCS6XS9wd0um02BIy5GR3dxeDg4N46aWX8Nhjj2FjY0M8vnl4AnuXn9/vl0A0UgF2dnYk7GllZQU6nQ6dnZ3iAkXFPtGebDYrlq9Mq6ytrYXX65Xgl5WVFdjtdsTjcXHWWFpakoaBXGZ+FkRIbDYb0uk0Njc3H/j55zqYWPyg6908iun3XCqV0NTUhLW1tX1Wi/ej/lBvsbW1JTxT4K5NKosb5dfX19fDYDBga2sLzc3Nh6Kq77Z+mHvb4/Fgbm4O9fX1aGhogN/vl4kXuZxsLOk6RORnc3NT7Ae9Xq8kizN8jKFkTz/9NKrVqmQucKoAQBppu90Ol8sltBQaIdA9iY06U71ZuAcCAXH/aGpqQi6XE40UmxCj0ShiRXJXz507h5aWFmxubiIej0sYWrFYFBvc2tpalEol6HQ6TExMiHaKIADdOEZGRpBOp8U6kJfhxsYG3nzzTQl2qq2txRtvvAGXy4XGxkZks1kpQug0Mj8/j4aGBlgsFhF3joyMSPr55OQkfuzHfkzQw4WFBZRKJSn2tVqt2LoWCgX5nDo7OxEOh7GxsSEoaSwWw40bN+D1eoVSoVarRahHdI5UBC7av1KboNFopHGjo5uywD64fw5bpO4c3D/8c763nOaxAchkMtjc3IRKpUJ7e7u4qXAaotwXtNBU0g5aW1sl8ExplFAoFIQyB+xRHHiPENx60PXD2t8NDQ2IRqOSi3Hq1CnhqvN5stlsGBgYwObmJoxGIxoaGiSQcGJiQn5Xr9eLy5cvo6+vD9PT0xgcHITL5RLArlAoSL6AsklfXFyE1WrF+fPnoVarpWA/evSo0Gs9Hg+q1SpefPFFOBwO+Hw+dHR0SDO1u7sroZ7pdFpoqlNTU+LCBdwFgDo6OtDa2oq5uTnZC9TM+Xw+aXZ3d3elMFSpVPB6vbLv2aA/9NBDEhwJQHSBRM+Xl5cl6Tkej4sdJzUEc3Nz0vQmEgkBQanjOXLkCBwOh0ymeaY0NTUJgEkxsMvlEp0CAdvt7W0kEgm8+eabSCQSaGlpgVqtRjAYFAaBTqdDT0+P5BhRt7m2tiZJ09QksQEnVXFpaWlfXgjNYkqlEiKRyKF7mgCP0WjEysqKaL74P+BwxzKGwm5ubkqGlMlkgtFoFJA6nU4jk8kgHA7LHUJKJxknnHgok5wZsJvP5/cBDKwH6DCn0WiwsrLywDbG78nF6I/+6I8e9K+/53X58mVcvnz5gf7u9PQ0PvrRj/61/eyjR48ilUrBbrdLomg8HhdOIuPjlQgRAy9Ib6GwkB/26Ogotra25KGhNoCXzeLiIhKJhCAB169fx9mzZ5HL5RCJRNDd3Y1KpYIrV66Ii8V3v/tdyRXo6uqCzWYTfrXFYpHihyg6hWl0PuDvwO6SHscU27JwHhgYEIu9O3fuYHR0VFASn88nKno6i1BwVywWJeCM9m2kdTAACQBGR0fFAYmXMHMeXC6X5EowIZKFHQ83OiNNTExIkjUtVEntoIVlJpORwjmRSMBgMMBisUgnb7fbpYDn50PBI10Q6GrzXhfD5/46F60l+RmyOTj4z4ctIsLAXVRDSWc6rCg4WCyUSiUpiB70Pflh7m029Gz4yN+1Wq3C4+3v75fCk4crC53W1lZpjCkuVF6mAPY1gQwsAoDOzk5pJFwul6BodOOgFqa2tlb23uOPPy4ousFggM/nE79wLnL3eZnX19djbm4OLS0tsFgs+yZ2pEtMT0+joaEBPp9PNBW0u6Pw32KxoLW1FYlEQgAMUhd5YRmNRnkv+/v70dfXh1QqJU5QbW1tEpDU19eHwcFBHDlyBJubm2IYUFtbK8VGS0sLBgYGYDAYoNFoZAROS1K6rpAaRBSMdAVqQGiewMKd1A7uX05d9Xq9IMQNDQ3Q6/VIp9P7nnF+rvl8HtlsVlzJ+GcMvuTi9PJg8c9ikgnN77RYcBC5TSaTKJVKMJlMUgBwCsV1sKg+SH3y+/3ycw8LPmPDyrOaVt7KQu9B1g9rf9fU1Mg5RCEsue7cU8xyUavViEaj0Ol0sFgsGBgYwKuvviqOhKVSSUIRu7q6ZK8CELCQYl/edZubm6K9I1+dU4Camhqsra1Jrkk2m0VnZye6urpEHL26uiqTBU62LBaL2Cbb7XZ4PB7cunULIyMj4uDDPKTGxkah7lLUzNdcU1MjoBu5+42NjTItoEU5dTeczm9tbckzR9CS1EiyC2ZnZzE6OgqPx4OOjg7Jf+EZx2BOFvuskQjmscnl98xkMlJo847P5/NIp9PI5/OYmJiAxWKRBmJnZwddXV2iHeFi/UFRN8+AlpYWAXq4b5l7ZDKZ9unQ+LXAXdMBWso6HA6srKwgEomgtbUVVqsVzc3NQtcMBoOH0vCV4WXUUjKrgroG5u/w7OJrpV6FLlp8TWwO6urqRLvA2pWhacDeOerz+eR8JIWKDdO77rEH+lvY6w6/+c1vvuvfU6lUeOaZZx70234gVlNTE0qlkliScozMLpDClZGREezu7iIUCom1Zi6XQzqdRl9fnwgADQYDQqEQQqEQfD4fXnzxRZw7dw4AxBHpIx/5iKB129vbaG9vl6RTtVotwiglFeDxxx9HIBBAV1cXfD4fdDqdXHxEH4LBIFpaWqDT6WTzpdNp4fvR8/wTn/iEcBe5qTweD7xer+gUlpaWxOaReQE+n0+aA1Iy+JA7nU6xbqyvr8eP/MiPyKWnUqnQ0tKCQCAgBbjP54PFYpERKlGe9fX1fQc3ABn1cQReU1OD+fl5KVx42NXU1EhSK0OgqC3g9IFiZtJE6BLCrpqHJS3ugL3L+LBJwGFOBVzv1BzQLebdnE+UTSk5psrFQpKJtff7WYdxKIF3ToHV6XTY2tqSn0/hJwPSDooSP4jLarWis7NT+KEcj9OWrrGxEVNTUzKhou82i1iiXrOzs8IrZpBWU1OTWMwpk3dJWSMSv7CwIF8zNDQkAWHNzc1obGwU8e3CwgJisRiam5ulcZudnUV7ezvy+Txee+01PProoygUCtjY2EAymRSXk+PHj0tjTOcSFtlsRtRqtQQaTU1Nia6GFxxH9Sx0SeGpVCro6elBR0eHoKePP/64TEANBgNSqRRu3LghWRNEOclDZtZDNpuFz+cTdGxqakryJ0inYBAanZJIF4zFYujt7YVGo8H8/Lx4+ZNHT443qRZMG2ZSOymbfG4JjgCQCxWA8Lk5mj9Y3BuNxnvcyfie0WnOaDQKtRO41/ccgAApbrf7Hv4z7VkZeAhg33/v7OyU3+3gcrvdolvjHlAWQSaTCVqtdp+mgaJ3rvfiyPTDWk1NTbBYLKirq8OtW7eg1+tFTF8qldDR0YGFhQVYLBahBRFIopUm7YZ5h925c0dE6deuXZOGl5qX0dFRuWd8Ph+uX78uzX1TUxOsVqukMfv9fjidTnEQYrEMQJ5vAgDf/e530dHRAavVijfffBOnTp2Ss+r48eNCWWlra5MJKANXQ6EQjh8/jqamJvH+N5lMKBaLYiVM7R3Rcp7ha2tr6O3tRVtbG4C9PUFDlkKhAIvFgng8jtdffx0+nw+ZTAbDw8Pys2KxGAKBgDgR0twgm80KBYhUH/7OZB3kcjlpvnU6nThnxeNxTExMiPj45MmTCIfDyOVyWFhYEAonKTomk0lSiKnz4bMfCoX2PcvUjVCgfdCdSKm/456tVCr7mm+9Xo9YLCb70WQyYXl5We57n8+3r55R0gMtFgvsdjuWlpYkIZq0N+BusjqfF2WAIidEbNoASP4EqfCcDPF78az3er2H2qy+23pPDcIf//EfP9DfPXPmzIN+2w/EYiFUKpWErqLkr3Z3dyMYDGJhYQFNTU0wm80YGxvD2bNnxYmHD0M2m5ULnEgvRYAmkwlDQ0O4ffu2WGgBdxXpDEOhC8Obb76J8+fP7xPrcqxMxIFilc7OThgMBty4cUMelFwuh8XFxX22qplMBn19fchkMigWizI5YVZCPp/H1tYWCoUCZmdncebMGbEuJcpEkRkDbMrlMrxeL1paWlBTUyPhVGym6uvrJck5l8thdHQUqVQKP/jBD0R0Q1E4NR5MSGZaMoO8AIh1IoVQOzs7MgYlusrDIpfLQafToaamBvF4HA6HQy5QABK0RloWQ5zIvSQlY3t7+9CCX1l0HxQj007zIN9P+Vkc9nXKpRxx3s/GkM0B+YhEhbgOvu53EkErGxLl61I6oDBF/L3okn5YKxwOY2trS15rMpmUQpRuHEzm3tjYgEqlEqTtYPGlDPIDIEnbbFCZ2sxmQKPRwGq1isCQLiikOlBEC0DE8dTd1NbWSiIrv/748ePyOogoUZBJwwA2wQxOa2lpETcfmi6wcDWZTNDpdEJZ0+l00Ol0UiAx48FsNguivLW1JY5QDodDUHuCFKOjo0gkErh27Zo0VDabDW1tbeLcsru7KzROAKIlYmHPvUsggTaxdCNh8nU8HkdHR4dk0TD4CbjXr5zPdKFQgN/vRzweRyAQEH3ZwcWpI/ccp4vZbFasqtVqtTTtvOBJPwIgUw561gMQVDP5dg4FAHHOOfh66aYH7C/yzWYzIpEIUqnUPnSSDnxKFzb+LIPBII0W9/5hlshK9PGDvurr6zExMSG/99ramlBhXS4X3G43Ojs7JVcE2Cvi+/v7USwW0dzcDKPRKA0hPzs213a7XexHiZRvb2+Li14ulxPmQH19vZy9x44dE6ttTgXoakY9QjQaxa1bt0Rf4vP5kM/nce3aNQB7tOeenh7YbDbs7u7KNDCfzwsoCUA+63w+L0YLTIrns0l9Ae04KVIul8s4c+aMTPF3dnaQTCaFWklXxeXlZfT39+PIkSNIJpP4wz/8QzQ1NYlGa25uTtB+aq62t7extLQEv98vehDq45ROgjwTGZTGxoFBaSx+qTsgjZjBp4lEYl/mlt1ul2wm6s0Ouv3QhIKAqt1u35egzjOLdFFOnjUajUxmlHcfXZq2t7fR2Ngo9w0bpbq6OlgsFmnoCDgUCgX09vYiHo+LmLxcLouwWalj4F5l/cU8J2bDkFpIGjpBKq1WK0YO7yfbRAXggbwK30v6619HUuzfxjKZTEilUvjkJz8pbhC0w7JYLCiVSvuiq2nlxQQ7ChwZHBKNRvd9sEQhNzc38cwzz8ilPzs7C7vdLrHtTOyjD3GhUJC4+0KhIGM/epFTjEdUsFgsYnBwEOVyGePj4wiFQmhuboZOp8Pi4iLMZrP4Q9MFh2K+bDaLwcFBLC8vIxaLIZvNwuFwoK2tDVqtVlKar169CpVKhYGBAQnZ8Hg8koWQzWbFLSUUCsnvR9/muro6xONx0bLQS7y2thZLS0u4evUqzpw5g0wmIxuUCMTs7Ow+1Nftdov1qdvtxtbWlkx0pqen4fF4YLfbkUwmcf36dRw9ehQGgwErKysIh8PiPU1bSl72dLahPR3XYRafXHq9XlIoH3QdLOCV66C48EHWu+03Hl6cjBBNotjpftxpFnBsvCKRyL7Xzv1DOtgHafG1PfbYY3J5sdnjxIV7lmLEQqEg43tqOgqFgmhmqEFh0cYL2G63ixe9VqvF4uIiRkZGpMllM8ViJBKJoLe3VzQIt27dgtfrleAy6pi2t7fR1NQEt9uNZDIpF1h3dze0Wi3u3LkDADh+/Lg4d6XTaXzve9+D3W5HV1eX5LMwKXlxcRGnTp0SQII5EZwOqtVq+P1+oS9SR0PqDgXc1FdRV1Uul2E2m6VwIu1oY2MDf/RHf4RPfOITogEwm80wGAzIZrPiJpbP5+XiI4WL+QptbW2oqanB+Pi4OO+wyGhoaBD+dTgcFl0I9Qmtra2ora0V2ldjY6MUHBqNRgIj77daWlrEppmC8dXVVbGV5HPBJgm4W7TRZYniSL/fD7VajaQibf7g4kTS4XBI08iU4YWFBTidTmi1WvkZ1BhwsYFdXV2VadE76YZocnGQgvRh2Nuf+cxnZG+SLsuGjvtYma9Dnr/17SyhnZ0dTE9PY3FxEVqtFj09PULjYlgaqTkUzK6urkohd+vWrX2Is9/vh9lsxuTkpOhyKpWKCIEHBgaQy+XgdDrFipzGIFNTU6irq4PJZJLUb6LH3d3dAjCQi66kwXAaGI/HYbfbMTo6CrvdLgVwIBDA8PAwXC6XUBLp+U9K387OjjjosYHglIKTPJfLJanK+XwewWAQf/zHf4wLFy6IHbTD4RBAdG5uTgJLaezCmoLfe2BgAJVKBTMzM1hcXMTZs2extbWFeDwuTlqkYw8PD8u+Yf5SMpnEzMwMrFar2DczV0MZDMfnhpkKvLMJCOl0Oqyvr9/37mXyOp8zZbNDHQHNVdRq9T7knz+br4NgW3t7u2QghMNhOBwObG9v3zc7qbW1FTU1NVhYWJAcj2AwKN+PtUN3dzfi8fi+3+XgPe90OhGJRN51fz/wBOG9FPwfhuZAuWjpp0yS5cHDZTQa0dbWJqEi5KgzsZgWYnT2cDgcEspD2zCPxyMXb19fn3Du6dXNNEONRoOuri4JUSP/ORKJYGtrC6lUCgMDA4LqcWpRV1eH48ePo7e3Vy7NwcFBodBQD8CLPZPJoLW1FYVCAVarVS57WnY5HA5JMGxvb5ek4mg0KhZf9JNfWloSJJAjMrpIUAzKA5NoTV1dnTgbtba2ymtZW1sT+gQF0aFQCLOzs1hdXRU0kocck0F3dnZgsVgwPj6O+vp68V1nsA3DdIhMmEwmWCwWxGKxfR7jykUkg1OJgzQftVr9rhfowYbgsOaAheuDNAcajUYuLH4t99xhrgZ8pingO8ipPmzxOeZYmtOODwOtSLmKxaKg8oFAQJB30kDa2tqEdqLMRairq8Py8vI+JFopOKbTValUwuzsLGKxGNrb2yV4bHNzU84A+vSHQiG0tLTIiJz2qB6PRxJVOb72+Xyw2WxYWVlBKBRCZ2cnhoeHsbm5ibm5OfT09GBkZEQ0RQwsK5fLIqZeWloS/UJLSwsWFxfR0tKCQqEgqCKwV9iYTCZJLOVnTf3C5cuXkUwmcebMGaH3kTNLRJzomlLjkUgksLGxgTNnzkiI4tTUFMLhMLxer4AFxWJRxI+0L+a5Sccyg8GAwcFBTE9PS5EB3EXs2VS0t7djZ2dHaB/MZeGqVqsyIeJEjGeT2WwWKlM6nYbVahUeN7BHI2JR4HA4kEqlRPwcCoVkegNApgixWEyyHGKx2KEcZaPRCIPBgGg0Ko4v1EX4/X6srq5KIcHilc/oQVekbDYrReBhZ9nBicFheQwflkU78mw2i7feekvOwePHj4vdsNfrhVqthtvtlmTaWCwmzxu1B7W1tZJtwOLSarVibGwMa2trGB0dFf0CQaTTp0+LZuOtt94SUT4d0kwmk9jN8lzu6uqSz5GmAxaLBX19fbh69ao4q21tbYlTmN1ul6Z3fn4edXV1cscaDAbx4ufzwH3NKT9rDZorsOk0GAxYXl4Wp0Ci4xaLRc5Eg8EgE1YyHDj9DofDuHDhAoaGhgDsOcbl83mxbu3s7ESxWMTS0pKkPVOPCECclbRaLQYHB6HX6/HGG29gcHBQdEkABGQxGo1i82qxWFCtVmG1WgWwrampQX9/P6ampvY1VFxsdGiCwlRonU4nyLtyKXVFBF0PGg1YrVbZaxRaKxfPB2qnSPui0FmtVgt4QQDpfov0KADiSAlAjFlYO7DhVS4lJSmfz7+joYJyvXe7ob+DS6fTyQgvl8thcnJS1PHr6+s4evSoPNzJZBLBYFAOG7/fj1AohLfeegvNzc3iDEQLUZ1Oh6amJty6dUv8kilOpjiMVJaamhrhAd+4cUPQ7a6uLtTX12N5eRkjIyMSBBSNRsVajQei1WoVFxWGgeTzeRFikn9YX18v7h5/8Rd/gZGREajVahlN3bhxA88995wgJOTOEZnTarUydieXr6enRzpojUaDUCiEWCyGxsZGuYB5yFDwydFaLBYTwRenHk1NTTIhAfY2G/mI6+vrOHXqlCCBHAsr6RZ0eNLr9WhubkZbW5sEMA0NDcFms8mhWS6X7yn+XS4X4vG42LcpKQdcysyP+yUQP0hRrXQ9UB7mB9dhP4MccAD3XPakY/Br9Xr9A9k50l7uw74ocGWhxz1BUSiRfyb5crzd0NAAu90uOp3t7W04HA45E2iDCuwVXolEQjjdpMuFQiGZ1tTU1AgCtrCwAJ/Ph/HxcTEjKJVK6O/vF4vSV199FR6PBz09PdBqtZicnERnZ6cUBtvb26ITunjxooj36f6xubmJ8+fPI51OY35+Hi6XCxcuXMCNGzewubkpdol6vV4cNQho6HQ62Gw2ee27u7t45JFHAEA0TeFwWMSM/f390nDRSjabzaKtrU2SxhnK5nQ64fV65UJWZs8Q1MhkMkKXYpHAYMj6+npsbm7i9u3bMtGhmJMOTsx3YMq10rFja2tLLlKirswoUCaXWt8OryMtgEi9Xq9HpVJBMBgU+o7yWeOERFlEMAdDr9fD7XZLE8jfk2Jp6iQYNMXgS1JLDQaD/DxOg5UTbmBvunUQgSR6qWwOOFW8379/GBZD0mifmcvlhOZHRJloMrVvdPoyGAwycW5tbRVzjVQqhZqaGnEp4n147do1NDY2wufziS5RpVJBr9fDZDLh8ccfB7AnQl1fX8edO3cwMDAg1uXUOqjVarzyyivY2NiQpuWtt96S78PPu7W1VdyJqtWq0E6AvfuhtbUVV69eRSQSkT1MIw7+PeaU0EaYzzoNAQqFAn77t38b//Sf/lPJgLHZbJidnYVGo4HX60VXV5dMBXj3cIrh8/mQSCQkmK2zs1MaXP58NgwEQMPhsJi5EGDZ2dnB4uKi7Jnd3V0sLCyIaJy/140bN8TJTKvV4urVq3I+8jysVqv7wsvonkYXpng8jubmZgHtGhoaYDQasbm5eY8NKqm5ROaVNCUuTuH1ej26u7uRy+X2/b3k2zlQwH7ePyl/yWRS7KVDoZAAp8rXwiwiUjtpqV8oFGRvE3igU9XCwoLQR5X3/YM2Blz/r0EA8I1vfANerxcmkwk2mw0XLlyQJNV8Pi++tETOGDrEg6K+vh7Hjx8XLpxarZYLkQiXyWSSg8xut2N+fh4mkwn19fWw2+2CXmWzWdy+fRs2m002CEVX5OLTOxmACPrIU2QceiqVgtFoRHNzs0waGLDFjpYOHk1NTcKx293dxbFjx3Djxg0RbedyOdFjUABMZwOl2JC2qKQQabVa/Nmf/Rm+8IUviDsBkxO5mSly9nq98vuvr6/Le5XNZhEOh/Enf/In+PjHP47GxkY0NTVhcHBQDjUKEony83WlUil0dnZKZgI5fLxoGYDW3NwsxVUulxP3ACKtAITzp1xKWzPgvWWF3G8pbdIOigv5vh9sEpSoJJsRooV8/Sxa+HVs7A5bHxaK4IOs5eXlQyc8vIjJjyUSTnoMCw/lOHpzc1Oa1tnZWTElqK+vl0kZAEHfSHNwOp2SokrxpMFgwNramqDwwWBQxLRK5yUaEQB7CdDMEAmHwzh+/LjQH0iRTKVSmJmZQWNjI1ZWVmCxWCRHoaamBkePHsVrr72GSqUiYn06+9A9bHJyEkajUVxRVCoVlpaWxFP8Bz/4AZqamlCtVuHxeFAulwXdamhoEMtOvV4vE1Layq6urgq6nk6nsbq6ing8Do/Hg4aGBvGKpz6qXC4LNUmtViObzWJhYQGZTEbMHdikU/MRDoeFajA8PIxSqSR0LOViyqlSrMtFfdP29rYUnQenEUTwqD0jFau2thapVAoulwu7u7sCqFD8HggExLK0VCphZWUFra2tiMfjaG1tRalUkskqfzedTifaAIoXWXyxQLofbYkWtUpw42Az8GFrDgDIZIuTaFpoZzIZ0QTxuedZyueG78XRo0cxPT0Ng8GArq4uOftSqZQ0dF6vV6iunMBXKhU0NzeLbg4AXn75ZTH6IN0G2Au9unPnDgYHB/eZeITDYTz66KPo7OzEyy+/jEKhgOvXr8Pv92NgYAC9vb2ieWCRHIlEZKpP5Jh1SXt7OyYnJ0WPwBwFNjt1dXWirWDOySOPPILl5WVx1aFWcG1tTZKOSX0i4k9xP3NF1tfXheJCYDSdTiMajcrEnq+D2UMEBphhxO/HBprnVzgcxsWLF+HxeDA4OIh8Po/x8XE0Njbi+PHjQgWl6yQpQFxKvj/fg3A4jLa2NtkzhwFmNFTRarUihKddKjMz6EbHDAjeM7RJJj2ztbVV7hOeBcrgNro4AnsCZ1JJ3W63uERy2nnQueng3UZNAnAXVHknivS7rQfWIPxdXOQyPv3002LZGQwGodfrxX1DrVaLNRk7Y6Uan8X/zs6OIHWVSgWzs7Pw+/0iaibHr7GxcR+XLRwO47vf/S6efPJJuRg5zVAiIIVCAblcDuFwWBJNd3Z2kM1mxU7VZrMJ547uJd3d3fL70FI1EAggFovhyJEjMBgMuHLlioh51tfXoVKpMDw8jIaGBqyurmJ+fl427fDwsHw/l8slo7pUKiVOKKVSCdFodF/0OQswCoIocN7d3ZUQlnA4jEgkgo2NDbHsmp6eBgBJYtRqtSiXy1hbW8Nrr70m3u2pVEoKB5VKJeN8g8GAnp4eaYD4fcnNpQMNhY4cnXJZrVaYTKZD0QPg/noC5Z8r+X/8Zzo7Hfzav2kkj45RyovtsMUmjiPpg80R8OHgKb/Ta2ttbRV0jAUeG266SdDJR8nzVi6G/QGQy5qidwanNTQ0YGdnR0Sl1CY5HA7YbDZpTOPxuKD61EMAe3RHl8slyBj5rY888ghqamoQCASQzWYRj8dRKBRw7tw5ER5ns1lMTk7ioYcewvb2triAtLa2ivhOrVajvb1dMkwYTETQpFKpSMJxoVDA1NSUWEd2dnaKbSqnLiyUKXxkyjebAToNEa11u91CIyoWi+JdzsAhhkiurKzI5R8IBCRwjfaIkUhEzrSZmZl9oXXAXu7Jzs4OBgcH5X3t7OwEAHF+MRqNWFpaEg0UkTy+90pKAUOweNn39vaKWYUyjIh7nd7ydXV1SKVS2N7elmmVXq/HysrKO7qiPcgzzyk18OBORErElYshfB/kvd3b2ysuWyqVChsbG/D5fFCpVGhqapLgMxqOZLNZpFIpocNxuvriiy/K9yYthuBapVJBKpUS0SrDTTc3N/Hmm29iYGAADQ0NIqxnI0uaHVPHY7EYlpaWpDCNRCICcPFMAPZAAL/fj46ODuj1egEqh4aG5NkBIHcb3494PI61tTUcOXJEnrPJyUkkk0k89dRTIgLWaDRobGyUxHMCFEqjhng8LjpAZrIoQU6GyRUKBZnSra+vC3uAOS0GgwFtbW3CGtjd3cXGxgaWlpbkZ2QyGQlAW1lZgc/nE90Gv97pdEKj0eDOnTvo7u7G7Ows0uk0RkdHBegB9vYwNWEzMzPioka9jvJutdvtcDqd2NjYEMpUbW3tvgmOWq2+BzxQivjZdFOADdzrasj73uVyiUYBONzVjPQ2An4Oh2NfRoNWq0VjY6PQIO+3eAcxX4VGEkr6ckNDA2Kx2F+fBuHv8uJ4G9gbw0WjUVHB83KkGIXcbIPBAJPJJAgFnXi2trag1Wpx8uRJuRgqlQry+TyWl5cxOTkJv98vAl+bzYYf/dEfxc2bNxEMBuUQMhgMEiVfrVYRDAZx+fJlnDhxAlarVXzQ6SpSKBTg8XjElq+trU18kkmvYBoqix1mJbS2tu4rgkZHR0XMk8lkMDo6KuErFMpNTU3BZrPh1KlTQudhE1FbWwun0ykevXQl6urqEgEoEQP+DB7e9OutVqswmUzo7e3FV7/6VZw/f17EQclkEmNjYxgdHYVWq0UikcDs7Cy2t7eFQlJfX4/GxkZEo1HhI9MFhoex0tlGyQ/m+0LKyWENABEpJcVIuarVKlQqFcxm874DQxlGdlig2Ts1B/ejMGk0mnuoRIf9Pb6vhxX7BxdFvXRf+Luy6JPO9ygej4s2IxKJoKenB1arVQCDarUKi8UidsPU0zAPgoLnaDSKQCAAk8kEq9WKYDCIzs5OWK1WxONxuQwoHAUgP4Mpwx6PR0bCdCvjVJLIczabxcjICOx2u7h8EVlngip5zSwm2tvb8cYbbwAAHn30URFJkqNst9sxMTGBW7duoaenB8lkEm+++SaeeeYZOBwOlMtlOBwOcTQ6duwYUqkUpqenMTk5iZ6eHrS0tMhlBEAaDaKMFAzSqYQGD8BdDn61WkU8HselS5fg9/vR3NwsYZHA3Qu0WCyKkDMej2Nubg5Hjx5FW1sbXC6XiHrJIyeti7xm/nt7ezvq6+slxJEi1u7ubhQKBWg0mn2CSmDvrLBarWL5SJca2kyTPsrnIBQKSQHBIqJSqeybAJNuAtxb1L+TicDBdb+L/t0mgocVG+9UgHyQ1vb2tljdUlvGQMxQKCQhXbW1tWhqaoLRaBRnQU5Rz549K9aRpJsQbU8mkwiHw0ilUuju7hZHMQAYGRnBd7/7XTEECYfDYr1KYW4sFsPc3BxcLhdOnjwpttTr6+vigBaJRORMZsAhzyQ26Ovr64hGo+jr65MCkPf6xMQE4vE4zpw5Iw5kmUwGIyMjEow5PT0tk7BIJCJTT1JyGxoaBOnnngiFQvK66OgE3L03GcpFF7d4PI6dnR2xHOUkjBOFZDKJX/zFX8Sv/MqvoLOzE8lkUkBEn88neSWJREIylJaWlpDP59HY2Ij+/n7EYjGMjIwIyMmzT6vVSpNdX1+PM2fOYHV1Fevr6zCZTPD5fCJmzmazqKmpwfLy8j7aHfdZd3e3hLEBEDo5dZ6Dg4MCWjB8lnuMZw+nwfl8XlLslfuYuU/K/b61tbUvW4gFPQGjUqmEeDx+6H2sPCeUeSlsSA6eDQ/KEPh/E4RUCk8++eQ+20ZakvF/HLHxQ6Z3OTnp5Hyyuya3lhaEdAfZ2trC2tqa2IGRl0gEk7xG2qGRx0+RMGO2k8kktra2kMvlRKAbj8dx/fp1ScsbGBgQOzwmExJt4+VEO7O6ujrZDOfOnRPrsZ2dHRiNRvT390Oj0eDmzZtIpVJoaWkRkfL6+jr6+vrEnaO/v1/en2q1isnJSRFP02q0p6dHeM87Ozsi9Kaz0W/91m/h7/29vyfWo0yYpdizUCgI8ksrs3w+LxZh5Oty8lIsFuUyGBsbEzcXWuA1NjbCZrNJ8mJDQ4NYPs7NzcHj8aC+vl5QS/Iiq9WqjLgZOnWQFqSk8hwWpqRcys/mQRa/N92uHqTwv9/iYcUJzYO8jg/DBOH8+fO4du0a8vk8Ojs7pUBnGGIulxO7T1r7UcdDoSj3NPMEuFdIAYxGo/dwwYG9z5ucUBbI169fR0tLCyKRiKDZFosFGo0G8XgcKysryGQyMJlM6Ojo2GdlSgckFimZTAYdHR2iOSCVgPzWQqEgTXdLS4s4fVWrVQlPPH36NGpra7G4uIg7d+4I7SCVSmFnZwdHjx5FNpvFn//5n+PXf/3X0draKuN1Jo0S7aSnOvc+pzGcyk1OTmJnZ0csTovFotiYAsD8/DxWV1dhs9lE0McpB6dtRN6JAM/MzEg4EMf3xWJRfP3p3EK725aWFrS3t0s4JfUTqVQK8/PzaG5ulkKFk0wuh8OBaDQqiai8sK1WK5qamhCPxwVFpRiT057DCn0l8ni/P7vfhJLCTKWlqfK502g0AniQh81MmgcxQvgw7O2Pfexjcv4nk0n4/X4sLy+LboSNQHNzM4A9+gaduThxMxqNYt9NZgCd7qgRoMc9nWt6enqwu7srE7NisYhEIoFXXnkFTU1Ngs52dnaKroBuhqSXseikNoRC1eHhYeh0Oly9ehUnT54Um08KfwnyhUIhoaIAe82Kx+MR+16Px4ORkRFotVrcvn1bpguckPX398PhcMg+Zcii3W6XqWSlUkFfXx+sVisqlQosFoskpnNv8v3a3NzEzMwMfD6fnDtms1nczhYXF/HCCy/gueeek7umUChIc05nRb5fpAoGAoF9eUEtLS1YX1+XcEIAst+dTic6OjoA7FFxbt26he7ubiSTSUQiEQwMDMjUhgYqtKp1Op2Ix+NC0WZdxFwFtVqN9fV1qaUoClbmXHCxoCfViEYDXE6nU5qBcrl8D9WXJjNKUImNEEEl3s9NTU1IJpNS/yjX/YBC5R76fxOEB1jb29vC1VX6RFO8PDU1hVwuh6amJmxsbCAWi8HlcqGpqUlcP2ZmZjA6OirFwNLSElZXV9Hb2ys830KhgNbWVkQiEXG2yGQyImgirYPcMdqJsQAlTYmiWhYzFO/RiYR+5xqNRooComB0I8hkMlhcXJTv5ff7xWs4Eomgo6NDRuoskshp5MGiUqnQ09OD2tpacUJisR6LxSStlcnMRCgaGxuFJsWwKuZPJBIJ/Kt/9a9QKpWg0+lkQxPRZgS90+mUQ40ibdKtiCiRwlStVpFOpzE+Po4zZ85Ar9djcXFRJgmcDFFUykKQzwE3JbMGSHugQEnZsR/kASs3/7ulKh8syg/TCdhsNgmxYUPw//cCJ+IEfPgcyN5tEYVTuu7QxYNoGt8/8j/tdruEleVyOaysrIhuQK/XSxPIiRV1AbQqBiCe43REYUHc3t4Om80Gs9m8T+O0ubkpiaczMzPo7+8XMeXGxoZw6CmWdblcaGtrQ6VSwZ07d9DR0SG/I+lM1AkdO3ZMXJPUajW0Wi2i0ajQgYh8nThxQhoorVaLEydOCAjy2c9+FslkErOzs5KZsrCwgNOnTwv9UmkFyMXv7/P50NPTg1gshmq1KsUO6Ra0hKWzik6nkwAxAgnxeFzSnZlcS7rQ1NQUamtr0dbWhnA4jMHBQdTU1KC5uVmSnZubm0VoTv4/nW/4WQGQySFd0tbX18WZihNDpY0hzzmidSzM38ktrKGhQVK2iQhaLJZ7XIbuZ3BAZPTg4uRCKVSmHTbf478ri1QeAKIXam9vF5797OwsCoUCVlZWUC6XRbh5+vRpGAwGYQtUq1X09PSIfTjpvdTSkDIHAAMDAyLeJw2Zurxnn31W6CqJREIm+5wGUEhMS2H+vHg8jpmZGfT09CASiUCn0+HMmTNSqFLDQ9ri2NiY3HsNDQ1iZapSqYQac+nSJUlN1+l0Ajao1WoMDQ2JXS5dEzc3N+U1UwTc19eHlpYWcSY0m80yoQAgtYHD4fj/2vvy4DjT+synu9X3fbduWdLYmhnP2NhzcWWgGEjBQJYUWc4lqcpS1FCb2iJQbEF2CQQK2E3IZsP+EdgaWFhIOKp2anNwhOHIwDCZ2/aMx5Y9lixZt9R3q+/j2z80z89ft7p1+ZBkv09VF4zcan3d/b3v+zue3/Ogt7dXhrE5nEwKEjuVr33ta6Vjy3MsGAyK51MikZBuQldXl+xp//iP/4i77rpL1gdFZKLRqLAHgMsD+pxjeN3rXiceI6RGs3DCtc7O7+joKJxOJ/r6+nDmzJmmmR09FYjrnmvcZDKtowVTwYnJO5MDxotLS0vweDwd2QLj4+MYGBiQ/y6VSiLIwPiC58Ts7KzIZbfGC1dlJvKKX+EGAG9qk8kkfHRKzjmdTpHXajQaEiQbDAb85Cc/kQrU6173Ojz33HMIBAI4cOAADhw4ALvd3kQZyufzePzxx2EymXDp0iXYbDbcddddUhGkfCUXIYegk8kkZmZmpGvAqhId+xj00PCNkqDHjh0T+g+zfFYr5+fn5WAinYnuhGNjY01OgCdOnJDgv7u7W9rlnD+gpnwkEhHqw9TUFPr6+vDa175WhjVpwkR6FGlPDHb5HLbzWFFn9SadTsPr9eLuu+9GoVAQChcDeg4o87MjF5hmMUeOHJFhcB4IrBJpmiY68tz4UqmU/H9uFqzm+v1+6Si1Hv6dqn58DUrRbRaMc7HTsIXDc51mAnYK/aZyIw0oAxATH0oLknNP3rqeUzo3N4eenh6R2PT5fNJ6Z7WOcrmrq6tiTKMfBOPg/+TkpKiEkY7EII3Dyna7XVyWGeiMj4+LeZp+ToS8Wr0Hg8lkEv36iYkJ8SzRV6CpnZ3P5zE9PY1Dhw4BgPDfObBMZZF6vS7BOQcIX3zxRRw9ehQDAwMiBetwOPCWt7xF3h8HifXyqazMcq6K1EwmJABkloq0Tr/fj+HhYVn3pCqx0kqKEdc8gxFKSDNAYyLAtdPX14eZmRn09PSgUqlgbm4OBw4ckOJDPB5HKBRCKpWSwFtf9WPgoV93DCL0ykj87oC1g70TRYi0KX7v/E4IUjRJUW03A9WuMMDZOD30ykydBpn10Cc2exn87Fn04h5ps9ngcDhw2223wWg04vTp0zCbzeKn8dhjj2FkZASHDh2CxWLB+Pg4zp07B4/HI/M0TK55hjNB5xk8ODgIg8GAUCgEl8sFp9Mp+zIV79gVcDgcCAQCMqvi8XhkBpFO2ffddx/m5uaEymS320VViwyDXC6HF154AcDavXLbbbfB4/FIbHD8+HEpfIyOjuLcuXOoVqtwOp1iKFitViXQzmazmJubw+joqCiv1et1BINBUWOk2ILdbpcBZH0hi0UHqiVRkU1vVsp1MDAwILRN7gHlchmapsk8yczMjJzr9O05duwYhoeHJeF461vfimw2K987i7eHDh1CuVwWKXTOaLJrT9UlTdNkPVHGlcaD+ntrM3i93ib1IM6Q8Zzp6emRc4PXT9pbKpVqYhToJYj7+/ub9h52Z4HLRUMWCHK5nOwlmxUgdwKVIGCtyliv10Um02Qy4fTp0zhy5IgEv/zwDx48KMM1rDxzAITSh4uLi8jlclheXsa9996L6elpLC4uolqtimQVD7RYLCZdh3Q6jfn5eTz//PNymHq9XhmUoVEbFQ0ee+wx3H777aLU02g0cOrUKZHumpqawtTUlARHNCFja5M62zz4qVt+9OhRpFIpqapRjSGVSom7IrCWoTL4plsgB5JJFeChxLY7nZJ9r+gDc4irUChgbm5OJBGdTqdk5k899RRGR0exuLiIoaEhdHd3Y2VlBdlsVq6FVKVHH30ULpcLvb29IiNWLpfR398PTdNEsrK7uxsejwfBYFA2q2PHjkkHpKenB4cOHcLs7CySySQGBgaQSCTEJbqd3Ck3zs1kTVlV3ipaecnbnQlgUqbnfbeCFaKtWrDvN5AeQIUhfkfcoDmbQDrGqVOnhHPPAJSDX3paBykuAETJiPxTqoYFAgHMzc1J54d/0+FwYHh4WAx7WBFzOBx46qmn4HK5hLLA2RoeKpOTk5ifnxdVFGCt0sX9xeFwIBQKYXZ2tinAHBgYwOLiIjRNQ39/vwztP/fcc4jFYgiFQkIjuHTpErq6utDT0yOus/RBoW9Ho9GQQoY+QeewLCt4HFDO5XISIJXLZUxOTuKnP/0pfD4f3vCGNyAYDKJQKEhl1m63i6wxRQmYnF+4cAFHjhxBIBBAPB7H+Pg4wuEwDh48KPsSFVpsNhtuv/128ay5/fbb8eKLLyKdTgulUE/Z0IOd3ta10S6IaK0KbjY/0Lq2uV8yEdxoBoFmUUzC9KZorZ0Jn8+H6enpDa9Ff82tOup7ERMTE6jX6xJ4kwLDtQJcNjU8fvy4JKfsqgNrFVl+LisrKzKoTtrP0tKSFAXr9TpGR0eFJ05KMSkeHBRmx4v0pUKhIAIfKysrOH36tNBaWTQ4deqUfF/PP/88AIjSEBOPY8eOiexqLBYTKiGfS1qz3++XdVwsFvGTn/wEwWBQfodxDucWg8GgmIWePXtW5Fjz+bxQkxnnsAvLGSmascXjcUxNTUliy+TjiSeewPz8PD784Q+LORfXIDuN6XQajz32mMz2lEolKdIMDw8jHA5Lx557E2MPq9WKBx54QOYepqamcPvtt2NlZQWXLl1CKBSCzWYT9TPuP0SxWGzqoOvX20YUHaB5rbdS/TjPyQLA5OSkzHqwmECFpEwm09Q5XFhYgNPphM/nEwEXDpfT2JPfMwChPbV6rLRe/06KfypBAJpaYZOTk7BYLOju7kapVILdbhcaz8zMjLQAqY5DN14uNLYC6UZ87tw53HLLLbj11lulakb1C240bOnT4CYQCEhV02AwCK+XcqVnz56V6gQpQnRcHhsbEy1uBj25XA6PPfYYqtUq7rzzTmnvc+BpenpaDkpW4SwWC0ZHRzE+Po63v/3tsFqtePHFF0XdhQE/M+ZYLCaVe0qf3X777cL/Y3eEfEN2GorFIhKJBFZWVvD4449jbGxMhr9ZNeHMg9lsxuLiolQRqefMDTmbzeLw4cPCeyTXmnJk2WxWOI+skFosFqnmWCwWGd7iXAQPH3K5idbFR07ftcBmG9VmIF2rXVLCDWozx9X9ip6eHsTj8SYTRCIajUrwzs2eh5bVapUiATn17QLIWq3WVKkEIM7d7NrRU2V1dRUDAwMS3AIQBREmzOT2UomEOuHZbBaHDh0SQ61bbrlFBqDn5ubEgM1iseDll18GADloa7WaBIwUECC9x+fzwWQySeEhGAxKV3Jubg4vvvgi3ve+94lcJ40Mfa8YThkMBukQ6lvcDGqoC//0009Lt7VWqyGTyWB2dhYzMzN405veJJXGubk5eU3SRsrlMtLptCiycWCS7sLBYBBzc3M4dOhQk8wfk65QKCQKT+QLJxIJqdLRZ4DQDw/abDZEo1HYbLZtO5xvBjow6yUPuccwEWxHTWIV1Gw2y2xGa2fA6XQKjaFer++boePtgp1/Fvh4X42OjiIQCKBWq2FpaQmnTp3CrbfeCofDgUgkgueffx6BQABerxf33Xcf4vE4HA4HXnjhBVEPGhgYwD333COiFYTNZpMui81mQyQSkYCN+02lUsHFixfhcrlw7NgxAGsJDf1+aJoWDodFuSwYDMJgMKC7uxsHDx5EIpHAj3/8Y1SrVbz1rW8FADz11FM4evSoJPUE6XjsTj/zzDO466674HQ6AUDU+uivw/3nnnvuAQCpyP/mN79BMBjEwsICjEYjwuGwzFQaDAZJEGq1mqyhRx55BPfdd58YsdIF+kc/+hEefPBBrK6uYmlpSdgPHo9HZhxTqRQuXbokUu8sQNDAbXx8XKr8nFlgEkJpcvpTkQZ87tw5MZvz+XyibsViBs8Bq9Uq5q9U8uJ6I5tkMyUws9ksbvX6e7K/v1/mTXl2c//w+XxCT+v0mhSYYMeyXq9LTEjpac5hkbLUCn5PxE6YAWpI+ZWWHls+tFMfGhqSFhu5juQh8tDl8By7BbfeeqtoUnMmgIet2WwWxQqXywW32y2/z82cfPlyuYxarSZVSHJgyaWnsgErWEw05ufnpRMQjUYxODgIi8UiwyhUbmBwzVb68vIyzp07h3PnzsmBSpdCk8kkC//pp5+Wtiqre8lkUjjGdIUlL5rZfqlUEr3yRCIhFt/T09O45ZZbhGJFM5JwOCytSrvdLolILpfD+Ph4k2U6eaJsAXMj4cYxMzODfD4vXORz587J4vP7/ZJ0aZomi7lWqyEej8sgZ+vCIt3qRjASuxLsh0HGwcFBpFIpoanRhZScfLbVaaimTyKoRgGsdQ4tFoscQACk4kVJz6mpKcTjcQwNDTU59fb29kqwR2fwrq4u6WQwSWW1kQO2AMSbYHx8XAxyIpEIBgYGZJ2yUk/FMmCN76rn2uuFDZi01Go13HXXXbBYLDh37pxUuDKZDAqFAp555hn09fXhda97Hbq7u0UB5KmnnsItt9yCkZERoWpxZkdvWmWz2RAIBFCtVnHhwgU8++yzuPfee2EymWC1WoXTDKwlM88//zyy2ax0K6gk89xzzzXJQVJEIpvN4vz58/D7/aJvT2O3bDaLY8eOSVeG3GNW4zKZjFAKeVAHAgEZiORgOnB5Bmkr9JztYKeSppspG+k50Tx/tkKZ0GM/rG0OwebzeamMsxNK1T3KhOsN5/T8cRqZciC1WCzKsPvw8LAMIa+srMBisYjCEI0Vea+z88BuTjqdllkij8eDSqUiqlczMzPCDnC5XHjuuefk+xwbGxNDT55F9AtIpVIwGo0YHBxs8lo6efKkDBGzYn3+/Hk8+OCDsFgsMoxN4Q4Wy9hFZGEwm83il7/8JXw+Hw4dOgSn04mBgQHpvE9NTcHtdkuhIxKJwGKxYHl5GVNTUxLLsNtACnE+n8fLL78scx1M6gwGA86dO4ezZ89iZGQEJpMJTqdTBBnoSl2r1WRQnAaNsVgMAwMDaDQauHjxIqrVKnK5nMzZ6L/j1sIYGRPZbFbMY7diHqpHf38/qtVqU1exdRi5nQjBlYKzJ62S2NuFGlLeBkgRslgsEjTTAEOvLERTDkqMUT2EB8fzzz8Pk8mEwcFBRKNRyVCpusHZhlqtJgoZXIiU1SyVSsLp47VRBYkqOy+++KK06CKRiHBVbTYbTp06hVAohFOnTokaEqfgGRCxylCv16XK/txzz+ENb3iDcCKpKERzH7PZLK2seDwufEIq3zA4oUSZ0+lEo9HA4uIiksmk0KK4yT3yyCN44IEHxCSFTpbValXszzncRGfFcrkslRLy8LjYWTHg/3J+hLrYPp8PRqMRgUBANselpSUZUGQrFbhcPeAGpwc3nNbuAe+hK632X01sZIZ2syCVSskG6Pf7kUqlZNMmhxNopmQwgeRQutlsxvnz5wFAKnJ8LcqTksdOugoH2NmFjMfjIvuXy+WwuroqyUF/fz+y2axw2XktPT09EsRSoQRYS+iXl5dx5MgR6XhRj9zn8+G2225reg+lUgl9fX3o6enB/Pw8ent7RfCAMpHhcFjMkKgGRoU1DgrH43FRFaPkKyuKc3NzOHv2LO68805cuHABx48fF18UzvewmsfCSzqdloCp0WggFAqJtHMul5PkLZPJ4NKlS2g0GiIKwO7h0aNHmxTl8vk8CoUCXnrpJXFsr1aropdPCtTS0tK6tcoqKelPdHLmPkYFnKt16O/U72CzwED/c8rK3qjgXEk+n4fH45EuMOWJDQYDZmdnJZmYmJiA1+vFysqKfE4M8qgsyI4RXcPZgRkcHEQymUQqlUIsFhMuP89tmqgBa597NBpFuVzGuXPnhKbMIdehoSGZLxkZGcFLL72EwcFBpNNpzMzMoFqtiqIPq+08JzncztmcV73qVTCZTDJrSIW0dDotSThfg4WwxcVFFItF8T7hWvS94ojOGb9Lly6hXC5jaWkJ8XhcBou5TiwWCzweD5xOJ86cOYPu7m44HA7kcjlUq1UsLCwIxdfpdEpQTQYFqY8nT55ENpvF7bffjnA4LPsoPwMmWQcPHsTc3Bz8fj8mJydlxpBFShZYOBPCRIHF2mQyKUH82NiYxFubJQicI6lWq1haWpL5M8Jut0tBiOi0T2x0LjNGo3szANmzSqWS0JH0cumtJohbAYvdm0F1ELJZ3HPPPXjmmWfW/fvQ0BD6+voQDAbFc0DPT6MMJ/WPI5GItLEbjQbm5+fxwAMPSCu5UChgcnKyaciuVquJMgppO+QFP/bYYyiXy+jp6UFfXx/Gx8dx5513ymCkwWCQAzsWiwlNpFQqYWJiQpxXG40GDh8+jN7eXuk+AJDnT01NyaAP3ZNLpRLOnz8vygO0Ex8fH5f2PqX86LLMz4zXf+LECdx3331iBjU/P4/V1VUJejjs5XK54HK5xORtcnJS2n6sOrCdyMCAAdHhw4dhNBpx/vx5PP3007IxkILBTZWmV9lsFktLS8jlcjh16hRMJhMOHDgAm82GVColRmv8vU5VQ753VoHp5twOHHTeSaZ/vbEdqdX9UGXs6emR1iwlK+kMzuC6lQMKQHT2+f3rfUmy2aysM7/fL0ZolUoFTqdTKE2tBlTUZK9WqyJJyso//UMmJiZEjnN6ehoulwsjIyMyo0QJWgZAHHAeGxsTY52TJ0/C5/MhGo2K5CUVSxgwLy0t4dChQ+JtQglAl8uF9Cta/6yckzr12te+FkNDQ1Lpo447HYdJZSPXlRLQJpNJvCdeeuklPPvss3jf+94nkqI0gWRXMpVK4Rvf+Abe//73S6cg/YpXiaZpYnLE+Q7KVpKmVKvV8Pd///fw+/1wOp0yFMgOEVXeCCYyfJ8cQqfBUKc9gIpmnKHqhE5OphvJHl9rw8TNsB/W9sGDB/Hyyy83Jfoul0tmh/RGhw6HA7Ozs0LvJRUJWKN6BYNBNBoNKQQAEP8fDsqfPHkSIyMjco5RtYeFhL6+Pllbp06dwsGDBwFAqIPJZBK9vb0IhUI4c+aMeAyVy2UptGUyGaHc8v28/vWvRygUEgdoCpq0Dronk0lcvHgRtVpNfFtYhGDRkXELu47AWtFjcHBQaI0sxJHiR3EMzuqxIEjnYs5tPf/88zh16hT+7b/9t4hGoyL+AUCKDIlEAufOncNtt90GAJidncXs7Kx0+cbGxqQjSfGHSqUi10C/otOnT8NmsyEWi6G7u1timEQiAYvFglAo1DQX0Nvb2zToyw4AfwZAKHuVSkUc6huNRpMiWCs8Hg/8fv+W53uA9iZperBw0bo/bMcTZTOoDsI2oK+w0AWVnD3edAwC9co9tLCnU28mk2lqs/X09OBnP/uZZM+cqucwMzeleDwuGvscohkcHMTb3vY2qTb6/f4muULOAnCjYCZMKTOqBjBooGIAdZWprEKVApvNJkMx5Aa+5jWvQTgcRldXF86ePQtN08RZOpFIIJPJyMDi4OAgzpw5g3g8jmAwiL6+Phw4cABut1vmGmik4na75drJo6OxDWkJ5Drn83lJsDRNk6HkSqUiWTBNREh5oDGdvkrLn3EAcGFhQQKXCxcuoLe3F8Ba1t+u4sZggckNAGkpp9PpjoPJlJ2s1Wr7QiFoOz4M+wEej0eSMwahAESJi1VGzv9QkYfPY3DI12AQy42blEB2DfQJAf8/lZLIiTWZTFINZ0ucRoOsGjmdTulSsMLHdcEqaK1WEylDcnjpWB6JRGRIkco8nKMol8uigOZ0OkVhjQULJuRMem6//Xbh4EciEUnquR5IhaAHQL1eF4olZQx//vOfw+FwYHBwEG9+85vx1FNPYXJyUj5/o9EoVA+62QOQ9VwoFLC4uIhQKASz2SyJPGkCqVQKi4uLUkgAIEphU1NTYnhJYQQ9SCu12+1wOBwircxhSKCZbsaAlO685H53Omg7iQpsNPOzleSA98fNCib1PBO6u7uRSCQkIaDUNs9ZdtWsVquoXFEAhJX548ePw2Aw4MKFC3jyySfFifvixYvo7u7G/Py8iHKwMMW1bLPZpAtHCWLSc4G1QhGvgXSU+fl5KTKsrq6KchG9Opior6ysIJfL4Te/+Y3MFhQKBZHuzmazOH36tAiUMMg+efIkent7RYqYXc/z588LTYddkdHRUZEjZyfBYDAglUoJ5Zl+GvQbyeVy+OEPf4hCoYBDhw7hjW98I2ZnZ5HP56WLr+/UlUol6SBSpY2fn8VikRhJ0zR4PB5JntgJnZ2dRTabRSAQwMrKinRc9Z//1NRUk+EYsBb8czaUiomtRSF2gyllb7fbEYlE1s0J6cFi0XawmRAImR+tr9spObgS9/XNoDoI2SzuuOMOqfqzUk66Chd4tVoVPnCpVML8/DxcLhdCoZA4fJ45c0aG5WgvzsCULc077rgDXq9XKD+1Wg3FYhG5XE4y5JWVFbzuda+D2WzGE088gTe/+c2wWq0yTByPx3HrrbdKBY8mL0tLS1haWoLFYsHrX/96abGn02n8+Mc/bnKQPXr0KIrFIjweD4aGhuSa6HjIChrpA8vLy3L4OhwOTExMoKenB+fOncPRo0eF48+hS/o73HPPPSItuLS0JI6W1WoVzz33HBYWFsQ4ZnZ2FpOTk3jggQcArC0kn8+HUCgknxXVCv71X/9VKokcuORcAJWLOJykaRoikYhIxsbjcWSzWRw9ehRerxe5XE6cGTcDVY+2sinslP+7X7AfqoxDQ0Pbqu4AaBrCZ4LZOqBKqhu7U0tLS02VplAo1OSeS3UaJuLs1IyMjEghIpPJwGQyCRWRfH673Y6pqSmZI+I8BLnQFy9eFNMxSnGyS3n69GkcPXoUTqcTqVRK2vM+n0902TnnlMvlhM7ISnwgEBC/FXZcVlZWkMlkMDg4KMaMpO/Qk2R6ehq5XE6GOVOplMwrcP3eeeedYgS3sLCA22+/HZqm4Xvf+x7e8pa3oL+/X+SWuabJ4ybFYXx8XHwrlpeXhXbY09MjZpMMrAi/3y8ccj04j8SOk9/vl++pNRAfGhpCo9Fo4hzvBDvlEG8EytVuRe1M31XTYz+s7dHRUUxMTEjhRV9hpRkmsDbHQ9MqOhgHAgEZ7Dx//rwEWHrvIM4YrKysiKIYKa8c3C2VSmLOyS4C11pPTw9cLpco4U1PT4sEOmcBl5aW8Nxzz8Hj8SAWi4k8OuU5JyYmUKlUMDAwAJ/PJwUqq9UqHQwWDUi98/v9sFgsorq3sLCA6elp9Pf3Cx1rYmICIyMj8tmwgEDaNCXS2fFkx6DRaGBubk4Kgw6HA4uLi0JjpGnd8PAwPB6PFB7o8k6ZVkqiLi0tifrS/Py8JAc0k+R3MT8/32TmSnnT5eVlXLp0CYVCQWIbMjmYZA8NDYmy0uzsLKLRqOypreCgdFdX1zrKELBW3ed8y9UAixB69oFeUGKzjsF2ugr6AqXqIGwTPAwWFhaQyWSk1cWKE4eKOIQEABcuXMDi4qIcbAaDQdxVOb/Ag5NVBFbZ9FbvRqMR0WhU5MbI7XU4HGIZ/swzz+C3f/u34fP5cPr0aQwPD8u1s4KSTCbh9Xpx6623Cg+TpieUg/vt3/5t9PT0yOzBCy+8IL4O+sl4/ZxCOp2GxWKRQIbGMRxs5FCfXkUBgMwUUAed0/kWiwUGg0E+z5deekk287GxMVGU4u8wAcpkMuJoyErvCy+8IJ0dDpNR3z4SiaBUKjVpDhuNRgwNDQl9xO/3yzA1Z0YCgYAMAjER4OJqp4YDXFZt0UM/SL6buNq+CfsJm23k7aovm3HMnU6n3McMxt1ud5O8odvtls2YTpzValWkdclZ5oEaj8dRLpcRjUahaRq8Xi/m5uaEDlUqlYQ7zcOVHTKa9bDdzS7h0tISenp6JOE4f/48otGoGDWyAs/qICULDxw40ORczANTvzckk0nEYjHxK6DgAvcaq9WKSqWCX/7yl5iamkIgEMDo6Ch6enqEkskqpX6+IZlMYnh4uCl4ACD7q8PhEH16dncOHDggHYXbbrtNrhOAJBVMfLjvUrWGCmfkjjM5ALBhdZ7qcVeKa0E7ZOKoh97bQG/8xSB3P4IBHGcDWd1mwW50dFQ653RNByCmaaQA8fm1Wg1HjhwRah09NBqNBmZmZpqM2VKpFLq6unDLLbegu7sbxWIRTz75pBiVsRtPwRJSfRnE6v1z/H6/VL/J5+f7YeWbXguJREIGdl/1qlfJjEF3d7fQgEh/zefzKJVK0tVIJpOSwPv9fpEJZpWf5y1p08Dl+8Zqtcp6oZjLv/7rvyKfzyOTyeCuu+6SwiJFVlipT6VSyOfzWFhYwMLCAoaGhvDyyy8jl8vB6/WiUCggk8nA4/EgGo3KXMHy8jIOHjwolMDR0VEkk0mRO2eBxufzQdM0hEIh8ZkhJYsFRQASlywtLcmcQ+v5wDio03nJhKkTPZBx11alyNutPf192upd0nrN21m7SsVom9BnUTyw+eXcddddMrzCQ5ntQWqqT0xMCM89m83i3nvvFYWUYrGI2dlZzM/Po6enR4ZvNU3D0NCQyAnqW2NUz6EJBiU8SS8YHR1FtVrFSy+91ES7qVQqmJ6exuTkJO677z4x8EgkEjJQtLS0hEajgfvuuw9ms7lJL3pqagq5XE44kBx0PnLkCADgkUcegc/nw4EDB+BwOJB+xSjpySefxP33349isYinn34ao6OjIjU4Nzcntuu33HKLDBxz8zMajeKOOj4+jlQqheHhYdRqNTz++OMIhULi5MpWJvXMGdQDawEg5yri8TguXbqExcVFjI2NQdM0GU4cGBjAyZMnxUGSxijHjx+XeQu/3y/3ATsTbEFvBNI0rrYM4tXGToaZWqGfUdgPVcbWa+N3zGE9PSi9S/odDzrSk4A19QoO5HMon8UAVtn1jrxdXV0yo5BIJEQFhMHNoUOHpJKvDxouXrwo9BWDwSC0FoPBAJPJJJUuqpz4fD4MDg6K2gpl/V588UUkEgnpEE5OTqK7u1s6F7lcTugT1WoVZ86cwRve8IamNveZM2dwzz33IBAICE2P7XpWEckXZnBFShaFAIC14PvJJ5/EPffcg9tvv12q56urq7BarbIfMkA4ceJEkyLU3NycKMkAawf9xMQEDh8+jPQrJop6nwYqs6RSKekkskPDNb8Z/H4/HA5HE1e5Fa2zJp3uRyZk3Nt5brAaupl/ykaIRqPI5XJXbYB6P65tAOJlwu4Zg2NSWDKZDFwuV5MykdPplAC4VqthdnYWhUJh3eyI2WzG4OCgJCSccyuVSpiZmcGzzz7bNAxrsVhw5513or+/X6S0SUOmQMjc3BwWFhbg9XoRDAaF0pzP52UPIl2XgW40GhWPj9OnT4v30OLiItLpNB544AGYTCYkEgm8+OKLUoUfHx/HPffcA6PRKGvs0qVLuPvuu6XDQrNIt9stXgoU7QAuJ5QsQHANk2XQ398vhnQUO9A0TYpuAKRTQeO11dVVXLhwAVNTUxgdHRVzVw4ev/jii2LkWiqVMDU1hTvvvBNmsxnxeBzJZFJiM98rxo2t53Yrvdfj8SAUCm3pfN8MegoVPw8WMtpRBbdbsGudWbga6kiqg7ANOJ1OmbonyAmmSRJVDVZXVzE7OwuHwyHZ9/z8vBzcbJen02nkcjlpbzUaDelQsNqmty8nhYZ0mUKhIFzJgYEBVCoVLCwsyNDVhQsXUCqVcPDgQQQCAfT09Iih2dLSEs6fP49bbrlFONNzc3Pwer24dOkSjEYjRkZGpNLgdrtFY9jpdOLuu+/G9PS0dDJYuejr65O5genpaQSDQeH9Hj58GABkoIgdk4mJCbEJ18uekStNozhSm5xOJ9761rcKjYeSpcFgUAaHGERwgp80CbPZLJtstVqFpmmYnp4WHXTKsp0/fx6jo6PIZrPSrSDHkRVTVkm2AlYl9zquJAAh9vuMwkZVYQZ51DannG0qlZI1WiwWm6hDwNrhQ9duBtAcsE+lUjh37lzTvAoPB1L7lpaWhAbV2jIOBAKiokMcOXJEJHs9Hg8ikQgAYHp6GuPj4xgbGxPjQVbG9e10VvL4tyKRiMw+HTx4EE899RQGBwflvVitVrzwwgsS6FCK8OWXX5aqnz7IpYypw+GQwLxYLCIQCGBsbExogBQqIF2LQVQ+nxczNwAybMlZAw4f83OKx+MYHR0FADz++OMYHBzExMQExsbGJBAEIK6tlE7Ug6ohnIlIp9NCKd3sMN8K/1d/COtnmICtubZuhkKhsC/Mza4mWMTRqzolk0kYDAbMz89jcHBQTEsJk8mE3t5eWCwWWK1WZDIZCdzn5uZk3bIqzQ4eZ9NooslOXzablTkiUnSJO++8UxJRt9uNxcVFoeiykFCr1cQ5OZlMwmw2o6+vD+VyGVarFRcuXJDEkhV5Jrqk6164cEH2K3bHbDYbXnzxRSlk+P1+3HbbbTh9+jTC4bDMFno8Hvz617/GsWPHUCgU4PP5UK/XMT4+jltuuUUolHo9fnoZ6OkxHo9HCnxUSCuVSlJEYLWfMQDPcXYtgsGgzA6srq6K0MPKyorMgZw8eVI+W6ohTk9PIxAIoFKpiMACYw89OKDd1dUl15bJZNDX19dxvmCrMz76vYRJnH6+jfMaxHa7+eVyuUnV6GpLp24ElSCg+QvWOwFyap/656TBUCXBbrdLEJ9MJvHEE08AgDjcxWIxcTZlK1/TNMzNzSGZTIoiiNFoRCaTwfLysgSvkUhETDwmJyeRyWQwOjqKyclJRKNR2XwikQiCwaAYpQGXAxx6L+RyOdx9992wWq2YmppCpVLB4uKitAiPHj0qizefz8tNzsHn48ePC7WmWCzKUNXk5KQMFvN9cvEtLi6K5vzKygqCwaAER6QpMCFjdYJ8RSo8kTdMpRJgLRij9XwymUStVpP2bT6flzkNtjr1HgpUkWFFicNrPp+vqQrIhK61KsjqBBMcPf3helGJOHOyE2zXgflmBe9HdhBItdNX+PWgo6gerZUj3h9jY2Ny39PpHFjbd2jASOUeVt3o2k76EGkwvGepwjU7Oyt0BWqcszPR7qBj8YPKLgz2h4eHMT4+DpPJBJ/Ph1gshkKhIHNZNI588skncfToUUSjUWnNs0rItcdrYWLFeaupqSkZ7mZgR9fTQqGAhYUFmf1iMkAK1+nTpyUg7O3tFU4x5RR5sNtsNpnboHcF1aL0ez7pCl1dXVhcXBSaB4OZzYYKd0oT0icW5I2z2LHdbuReq/JfD1CcAlgr0vT19WFiYkLUa6anp2XGAoCIY2QyGXGX1jRNznUAYqzJpJdDq3a7Xeg3VCS02WzSAQDWWAddXV148sknZbB1cXERhw8fxszMjMzU6eU80+k0qtWq7On0D6LB6R133CEFTNKeZmdn0Wg00N3dLUnm8vIy3G43AoGAdASPHDki0qZdXV3w+/1i6nb+/HkEAgFRVSJtiZKaMzMzknRQoIX/BkDETZhcMXFh4SIej0u3tKurSxTVGHtQnZHzTvrvTH+W0pul0Wigp6dHFIMSiQTGxsZkDoH3AM1qCZ7T/BljM8YZGyX3VyoAwDOAcYKegbId7KYQgUoQsLbRcCHQXdFut2NpaQnlcll4/JFIRLiH+iqQXlEHWPtCQ6GQeACQlrC6uirVskqlIolBrVbD+Pg4nE4njh8/LrxhVjSGh4dx8uRJmawPhUIwGAxYXl5GIpEQ2gRdIzl8zAoDNxFScCKRiFwzPQeoQsJAhBVPVusByBAwNwoOciYSCelWAGstt6GhIQAQJ0ZW661WqygDMGClnrLNZsP8/LxUJfx+v9CQqEdOhZRarYYXXngBt9xyizyfhlBMPpgo0XuClQtWKdxut3DG6QyrHxxvp1XM5ERfBWj9b+JaeCJcjS7AzQyqfG00ZJ5Op5FOp+FyuVCtVjcNAEOhkCTDbIG3wuPxoK+vT8zNqEBULBaxsrKClZUVHDp0CH6/XyhO6XQaly5dElrcpUuXEAqFEIvFpJJfKpUwOTkphwipRZzbsdlsEtQDa4dVoVAQZRMWP/QmjXQY58HvdrvFhKlQKMBiscDr9eK1r32tBLNcd7FYTNr5rBKSDz0zMyP7HgMurpGzZ88iEAggGo2iWq1ifHwcR48eleeTwsRkhQPo+gCA9AdSMovFIpxOJ1wuF4aGhmC1WpHNZjEzMyMFB2AtKOT+D1xWF9qIS6yX1rxSUF1GYXugglW9XheHcZ/PJ94F3OvZveLAOxP+Tnr0LpcLyWRSzppIJILu7m7k83lcuHBBqK40Ie3v75f1lMlkYLVa8epXv7rpTB4YGEB3d7cYpmUyGaRSKTmH6REUDoclsWcHjUE2xVMoEkCvAPLSg8Gg0GNdLhe8Xq+IcFBxjJRkiqQ4HA4Eg0G4XC7xOeA+NTc3JxQjACIdy4SDyVmpVEIikZAZP1brTSYTVldXRWWRa/s3v/kN7r//fgCQDgeTLIp6+Hw+MaDUC6aUy2UMDQ2JWzX3Qu4JpH8TlUpF1N3i8bisMyaH7SSMNxMO2C5FiHvclVb+d8NjSSUIAO69916ZxDebzSK1VS6XxXDEaDRKpsoK88zMTNsbaWhoCKFQSBYJzU5GRkbkUOQCIx2JlUHahdfrdfT09IjePxWVqGvO6w0EAqJIksvlpG1I7q3L5cLFixcxMzMjC4nBcC6XwwMPPCADhS+//DKOHTsmBySDdtKgTp06JaolpBFRBYmBRjabRSwWk8onh58uXbokHGMAMpiUyWREO316ehoXLlwQ7idVWWhIMj8/j2w2i7Nnz2J5eRl+vx+ZTEYOg3Q6LVJtpVJJhq5Jq6LbpcFgQDweFzUTmrkAEDfbdos5nU43BUAANhxo2iuGaQqXsR05uK0+N5VKbVrxzWazWF5eFl3tRCIhJn8ej0e6BZx54H3NWSODwSDuoqTnsSrv9XolYGWHkq7RpOPEYjExUPJ6vaJMEg6HpYJH3i+N2Xp7e4UGQPWggwcPykFFzjaNBj0ej1TdqXQSDAZRq9Xwi1/8QjjFHBbmYDX9I2i+Rmrm6upqkylUT0+PfN7kaNN1+vDhw7BYLMjlcjIzlk6nkc1mYbVaZb/TgwPq7ABRFY0zDBt13K5mxZ4BVauowWbX0AoGgPt16Hi7CAQCQs3j91woFCToZ3UbuLyvm0ympkF0oDkgZHebbsxMki9evCjGm1TMK5VK0iGv1WqYmJjAysoKDh8+LNLWPp8PfX198Hq9TXMPnFniWUoJctJlKpUK5ubmpOo8Nzcn6n/1eh133XWXJP/hcBgDAwNYWFgQBSur1SpFOAbpHKx3OBwYHR0Vs9VkMomXX34ZY2Nj8Hq9ANY69eFwGMvLy7BYLE0FhmQyiaWlJaG0TU9PY2pqCn6/X94zaUzs2C8vL2NlZQWFQgE9PT2i6ki64aFDh+T+ZYL07LPPyvfs8XhEhWpgYEBmlyiislHwzTkf/bndmhjoqZ2bFeG2kxyQvn01JIl3I55QCQIu8+Z5yAGQwxeAuB/SXpz64p0G19hu08tXUSufpmK1Wg2rq6tN1Uav1wur1YrJyUkMDw+LiVFfX59ULOgqnEwmMTo6KqpKrOrF43ExE6EpWCwWQyQSwezsLLq7u0VGjb4G/N9MJoP5+XnRMT569KhsOKTRMENngkOZV1ILXnzxRUlcKpVKk6IBFyEHoikhSZkzUnp4KFarVVGPoJQcDVBCoRA8Ho9sPIFAQAye2Hrm0HkgEEAkEhEjJVZxyuWytFW3yq1ndZcHj6ZpN7VK0I0Cu90u1WYmr5t1DiidqzfkYXJKRSLSEOv1OlKpFMbHxwFAOmwsGNBNnXsRHZ/dbndTtbpcLmN+fl4CbM7iUK88lUphZGQEfX19EjDVajWhL7Fypq+gs6JPmVAGJcFgEG63W67r7NmzosrCihipP1QA4+Ha1dUFl8uFfD6Prq4uvOY1r8Hc3BwuXLggf5fFjcnJSfT19QFYo10dOXJECgas0HLPZPeH8pPA2r6sV1KjSAKwFvCxu8P9iGhNADknBkCcrI1GY0eO8k7hcDhQr9flWjoZsW2XEnizUQj1MxdUtqrX6233YqvVKrMzrd+n/p4gjbC3t1ekxxlU0huDHHeq5dVqNUlURkZG5IzjPcuzZWVlReR+nU4nstmsJNA0FWyls9GbBVijrESjUaEjshPJ2UfKnB88eFDmbUjxoyoQk3SubYfDAa/Xi6mpKaRfcV5mMQCAFBo4A8SuDDvpjUajybOFn2Fvb68MTZNulMvl0NPTIx2PCxcuIBgMolKpIBqNAoB0D1hwGRgYwPj4OAYHByVx4h5CujLPYJPJtG4NsEtEzxL950rKGK+ZuJpeRdy3OSNxrfwKrhVUggDgxIkT8kVS8q9dcEC9YA7qulyupueZTCa4XC4ZauTiXl5eFu58Op2WCtjAwABGR0elRZ/L5eB2u3H48GHxPWBlpF6vS6VrfHwcsVhMBpfIs7VarTJcWK1WJTkhXQlYG1DUByVMFIrFIiKRCNLpNI4fP45Go4EzZ84InUpPtZidnRUFJVYjefhSUpRD2+Pj4zIUNjc3JxSHvr4+DAwMyMbtdrvR1dWFZ599FocPH8by8rJ0bLj5BoNBCbhIiWD7NJfLieSafrajXq/LtD4NYbhIuRF4PB4YjUYkEolNs3RuonrshwFlhbUkgNSZVjBx13eTNoLH42kaOCb0r80OVrlclkIA2/5s87PL2ElRJ5fLNc3rEOVyua1ON3C5uGG1WqXTSBw5cgQGgwETExM4efIkTp48ua51zSB7ZWVFBiOZxLOYYDAYxEjK5XJhYWEBv/zlL3HkyBHY7fYmY0F2IYDLSlosclA8wOfzyTUw8FhZWRHVGAYFnHfQCwOQCtoOpEZthSrGAWiqhrALebVxPYcMb2SwcAdAgmX9vc5OgNfrFWXBTklUK62EZyhNE6nKRblQYK06PDs7K783NDQknT4Wsyh0sri4iMXFRczOziISichwfldXF+x2O/r7+xEOh5FIJJB+xTGd0uT692g0GmU+JpFIiIlrtVrFsWPH0Gg0kEwmxWOhdZ9wOp3wer0iT5zP57G6uoqFhQVZg41GQ1QJbTYbnnvuOdTrdRw9ehR+vx/5fB5msxk+n09MSDlknUwmkU6nmwqfPT09IkRC0ISRfg9UawIgIiMAxGdEPydCkEo1NzfXsTrPfSebzYqf0vLysuwd15O2s9+SA0DJnG5N6kl3E7EtTjUhfUBgt9sRjUaFBxuLxTA1NSVmXxyM4QwC1T4od1ev10XylBsdHVLZleBGyCqj1+tFOByWSgEPc74WhyspgUfpsVAoJCot5FTSaIWcyKeeeqqpeqmfyGfHgFrQHAZuNBp44YUXcOzYMQmM7rjjDtlk6dZKN2NuSn19fUgmk6hWq+jv78cLL7zQlgtosVgQDodhMBhkPoHmLxaLpcmsKhwOw+/3S4uVVRXqnheLRXi9XnR3d0vVcSvVg93gAu5F7BcpRH6nrPxdyUbd+t230kD0ahOtoN54uVwW5RUO4DHYYYs/k8lIx5JtfZp+0SvA4XCs60ICa9QZKp8Vi0WZ/wGA2267TQaXqQdP6Nebw+FAIBDALbfcIvtdKpXC9PS0+KZUKhUEAgEZ9mOAlk6nmxKtgYEBWCwWMRmcnp5GvV6XgX9SJKnswu4eOc8AxN0UWEvO9GZzy8vLsl+Gw2GhJJEmQqdkeh9sFKBvRuu5XlXAa2Ggth3sl7Wtv7ZIJNIxad4M7DD5/X4xKaRzOoN5TdNEu5/nCcFhfxbmSB/UG3eyuzgxMYG+vj6MjIxIsE46HecOycVfWFgQf6NMJiPnNik2nHuy2Wzo7+8XXv3q6uo6hoP+3h4dHUUoFBIvoqWlJczMzGBkZERMuliQoyrR4uIiisViU2JGx+Lh4WGRlm2Fx+MRs1TOCmWzWQwODsJisSCVSjW9JlWk9D5EAES5iVRhr9eLcrksBcS9dp/uZSiZ022gp6cHy8vLkoWyAsaFytZWOp0W3jywdphHo1EZNuJEPl065+fn0d3djUAggGq1imKxCIPBIIM3BoNBBosMBgPm5uZgs9kwMjIiVX+28PXmS9lsVrTDeagywWBLlAuJQ8bsZASDQQlKqJoErA03+nw+oVdcunQJR48eBbDmNXDp0iWpOgCQKkI0GpUBbdKfXC6XmMWNjY2Jc2upVBKp1mg0KolRsViUdqTX68XLL78svEf9xgFAvgc97YDXTGM7tnTj8bgEhVQv4PAm26WkGzFg2QpUcrC/cDU52frvnqoZuVxO9gTKe7YLQluVrjic53A4MDY2JqZpq6urOHz4MAKBgCTrBoOhyRGangj6e7a3txe1Wk2G+0hL1A84ZrNZKVjwGuhQqg94CoWCyBPzYKd7OvnILpdLgnh27/j6sVhMihGpVEp037lOOXOgd3vv7++Hx+MR2ka1WkW1WhUFIiKbzQqvmPShWCwmQ8gcaOT3XqlUtiwRuBlN53pVAa9mchCNRlEulztSmfYr2DkG0GRMuBNQelwviRuLxWS4lcIfnE/jvAor/AsLC+J3RAdjimQcPHgQ1WoVS0tLSCQSInjicrlQLBZl7ZBWaDAYMDAwAOAyjSoUCsnMHZN+dumAtYICVc7cbjeCwSAKhUJTZV1/b1OdkbENZU3ZcWMQTnEAmoxx5oHJ/dLSkhQIZmdnJYFhoWB1dVWkw00mk6gdhsNhYVKQAsS1mU6nkc/nRWmK74kiJWRT8HpUYnDtoBIErAX6tVpN7NE5CMyqeCKREMMjPZ2E/L+enh6RGU2lUrJR8WBdWlpCIBAQIyYGAg6HAzMzMzKoC0BcDu12OwYHB5HP5/Hyyy/D4XDg8OHDIiV68uRJjI6OSouQtBoqkeiVBhKJBE6ePCm8ZYPBgJdeegnAZRMOPXeXQ1wDAwOi0LK8vCxmSzQtMxqNMgBss9mwvLyMgYEB4W9TLpBJTSKRwOzsLA4dOoR8Pi+8a4/HI+6GHo8HMzMz0jkxmUxNHG8A0pakLGBrZZDDSFRP4uA5kzN2Qfh8fRv3WswT6JMWhb2D7Q6BtqJcLq/jM29kVsVknoGr1WpFLBaD3W6X6hglhAHIzE+tVoPT6URPT4+sBSof6R1y5+bmEIvFRJ6Yw7nxeFyUzCiRyKqjfj+jdDOT8unpaWiahr6+PpEZZBeR3UbOBPB9M6AhbY/V+4GBAbhcLkl6aNQEXObgM1E5ePCg0Pj0VVCPxwOXyyWfQT6fl9egKovT6RSqIwsa+m6sfrZsJ9B3kOgRw0HJvYrWIsuNgnK5LBxzKgq1A6vv/F+XyyUFItKF2u35i4uLMJvNomyof047YzwGupwRSKVSophHYQGv14vBwUGYzWa5t/UzAuzCUR2R9xVnH6amptbRaaxWK9xuN06fPg2Hw4Fbb70VRqMRAwMDUjhsxblz52SGMJvN4sCBAzKDxfVJTn8ikZDZIwDy2dEtmqarPI+piMRORK1Wk8/Z6XTC5/OJoaF+Lerdibu6uiSpDwaDspZpmkoTRuJazQHudidvt6ESBABnz54VbvD8/LwcrjTTYLW8WCzCarUiGo3KcOLq6qoojQAQNQJy/Lu6uhCJRMS1kIcw6T3A5ZvQ6/UiFArJIUvHQro5s2XZ1dWFWCwm9IBDhw7Jv1HqTz8gnUwm0dXVhb6+PtRqNVy8eBHA2sapd32tVCrwer2SIHCOoNFoyLAiqVXd3d3w+/1Ip9NYWVkRhSTOH7z44os4duyYJESssNJMhYNQ9Xq9abPNZDJiCsdZAz14QK+srMDv98smYrFYZLPRV5L0VVvSOzoFhZTAvNobjUoO9iba3QfsCrQmpZ2gp5xQUlgfxOpBZ2Qms5FIBPF4vOkeZVJMSdNgMIh6vY75+fm2gW2pVILJZJLZKAYXVOfhIGIikRC60vz8PLxeL4aGhpo6IkzkDx48CLfbLd4sdEjWm6719PTItS0uLopnAvnQTNBXV1fF+fXSpUuSaJBa2C54WVlZkY7q6uqq+D3oB0ZbQY6znmKoR19fn1BEOoGJ2kYyuG63u2kY0+12K4GCXYJeprSTkzWr21Tq24gC2A6s/LMrNzAwgLm5ubb3raZpkrSwK84kmUIfq6urkthXq1XpOjQaDRm2JW2OimahUEiod1zbjEP0Pi3RaFRoSqFQqEmqm8WQ7u5uYRRQ2UjTNBHxOHv2rCgH8hw2GAwIhUJyxlIpizORNptNqEUsUHB+h4k7Yxx9MaD1M9SvOf3eTBPXjXA15L/bUYdvdraAmkF4RZaT2v6ZTGZdNcjhcMBms0kWrIfRaERPT49k9+3AIVzqFtdqNSwsLEiWzsy4VCphZGREnIsTiYRM6TPIZLdDX7mMRCKiNODxeFAqlbC8vCwLTi/hRefVRCIBj8cjZmGUJGw0Gjh9+rQMKLEF6fP5ROkAgCh8VKtV4SgCa3KDer10mh4dOnRIXv/ixYui5kKeMNuR3OSoVFKv1zfVrmdlqLUiTAM5k8kktuwcLG8XaLjdbnGtbAfVCWjGfuQptwMrYzsxu6PKEIPzSqXSdgj6esBms8Hn88HlcsnwIBVTmBwzmblw4YLQBwYGBpBOp4XCNDY2Jt3HxcVFGfznUCXdSkklsNvt0plcWVkRqVL6i9DPgcEQAyTuiVRgymQy6+hgDCz4OgBEqpjUA6vVKkOM0Wi0aT8CIJQmo9F4w1bTrzb2w9rWn0EcbG29f3g27AQ89yknShdkYK3rxbOg3b7BjgHvWfqb7JSiRv8g+iZRhlTfQWSxYGFhQc6w/v5+of4BED8QSgCzyn/bbbfBbrfLXKDNZkM+n0ckEpGh6FQqhYmJCenwR6NReZ3WAXGn0ymiEKVSqW3s1MmHgh0Yk8mEWq0mxRb9HsDPxGAwiL/CVos6CmoGYVvQHyh6LWxC07S2U/LMONniZKXMbDZLFd7v98tByEFiVvpzuRx8Ph+i0ShMJhPOnj2LeDwuQTE1ymdnZxGPx2VYMJPJyFAxtZW5WQ0PD8uQHwODTCYjqkucebBYLJiZmcHc3ByGhobg8/kkuGG1hNVNHq59fX1iOc8qJLmOBDnP8Xi8acGy6sB2vMvlEq8IyjACze1wbh4Gg6FJErUV+o4L0dvbKzKPehoFBzv5M/0GRcnXTlDJwY2JfD4vw/nbbSdT7m8rQci1blcbjUYsLi6KIlgqlUJvb6/wf0mr09MZDQYDSqWSzOoAwPj4OPx+vxg/UT7SarXCZrNhcXERFy5ckGrsW97yFvF7AdbW4+joKAAIRSoWi8FoNMoBbzAYhP5DE8TW4I7qbCsrK6hWqyIQEQ6H5flGo1H2H85utSYBlC+l6/12XYqBy+pLCnsH7JIBkDOqFVulk/E85b3BoXl25m02G7xeL6anp4WeFwqFhB4EQGhx5Mrr72fe71sB16JeGMXpdErhjCAliEk7z7XW53A2B4AUMamkpP+bFEF5/vnn5ef333+/mKPxnB4bG5N1R5oi5y75NynIwjnDdmhVNnI6nesEV9g5aHVIBtY6C+yoUDHuZq/4X22oBOEVcLCNbTyCXFv9YA5w2f23Wq2K4Qhw2f6dxmWUJgMg1B+250wmkygF0N6dtAAu6qWlJdjtdtx7772yGdFNkG7HxWIR09PToho0NDSEXC7XNMTETYaSb5RBo/kQ9dULhYLItXV1dYkiErsTrIqMjY0BgPwOJV5XV1cxPz+PxcVF9Pf3yywHkxYmCnSUBiBVkVAoJJ+vXs+6k8ERh54oIcvgq7e3V9yl2XngZkiVi3abdalUEo3nm5l3eDNip7MI1PjuBP1sjN4boVUNZLvgoHC1WpUAPpVKNVXZ+vv7Ua/Xm5RF7HY7gsGg0HaKxSLOnTuHUCgkWuTc6zgcTPrg0tKSDPSPjo7CaDQiEokgm802Jf8+n09mjy5evNhUbOnu7oamaaKIkkwmpTNHFRYGHvxcuV/S0Zkyq6SAMjBpJ4UIQIwqy+UyLBYLIpEIVldXtzWLsNvJAQO9dpVYhc7fD8/WzUBaDEFqcXd3N+r1OpLJZNPgeyuNF1i7z3p7e5u0+tndB9bWand3t4hp0DwRQFOXolarNakH1mo12O12OBwOSWDI4U+lUrJ32e12ESbhdY6Pj0uHFFjrIBiNRkxOTsrPWAzM5XJIp9MYGBiAw+GQrujS0pKwKziTQaqxnjVBfxR+F/qiCc1QWehzOBxybvM9RaNRBAIB+WyTyaQkCJ0oRozByKygmuFur9ftQm/itpegEoRXwCoT2+is8JNeQwoP+e96sKLQehOzCsdgX8+RpTYwF2G1WoXZbJbAFoBQchYXF6VTwYEnUqLIvWPlPhKJSHtwaWkJuVxOroN8wHq9LtdhMpnEMbpcLiMcDsNkMqFQKDTRmFwul1QR+J5bB8P0Ck+jo6MytASsVXJoagZApFI5iElYLBYJFJaWlsRjQQ+2aTkkqf93h8MhfNN8Po90Oi3qUZtBL/GoEoSbC5vJX3b6nVqttmGLVj8bA0ASWxYd2nHmu7u7AaytJ/3vut1uWCwW0UoH1gKFcDgsogCkDXE4sNV4idxn7lXUiqdOPGWSaYDEuYlqtSq0wOHhYfFdIceac0YzMzOIxWJwuVxNe6XNZkMgEIDb7W5KzvWV+ZmZmSYPhXq9LqpMuVwOdrtd1jq7IZR63ijBoxEiJaWBnXkROJ3OdRXa6wUGqQpbh81mg9Vq3ZBW2gkM2Dg4D6wVEeiXwqFiKmkZjUY5j7u6uoQqa7PZxC/F7/cLPY5BMADh+HNWiK7fnP1hF47eA6TWJRKJJspSJ58Huo5zjlA/EwCsrYXJyUm43W6hOPPfKEu6vLyMdDotnYzW2amenh5JctpRrUlVpvQ6z2P+r96QkUl/p3kiPZLJpFCaWdjdy4IBnbAXkwNAJQgA1tR6zp8/j2KxiKmpqSauOW962qoHg0EYDIYmvWWqaXi9Xvj9fhkyogwhjdDYMi+Xy6JcxJuaQ8gej0ccQe12u1CF9IclKxLkPAMQkxEqL2maJnrCHKgulUro6+tDsVhELpeDx+ORQSQAoq/MSpzZbJbuQSKRQCgUkurb4uIirFareBJQvo28Y5vNJsPa1WpV5FRZPaVcnMFgQHd3t7SI+TvsKLCyw8RDr3RADwc9WMXgkJimadKZ4ObZSlWKRCIolUpi2FKpVHaU0XfiVCrsfRQKBdH05/rcyu9shFbVM6B56E1P6yHNkF21dDotr89qf7v7q1arNR3I2WxWkoNqtYpIJCL7EYB1VEl2Hkg/TKfTQpPs7+8XioDf78fIyAjMZjNsNptIBJdKJUxPT0vnwOfzSVBRq9UwOjoqHGYil8theHgY9XpdZB4JrtFOvG6qzTF4oG47v6/WdRsOh6Urof98twO73Q6z2bwriQFxNaV6bxZwtq6rqwt+v1+KcVsJIDvt/TQ2Y6Csfy2uYbo6Ly0tCZVWT8ehqSil1DkjQ8NSPVh8iMfjsFgsTYUBeh0xRul0f3IWIJ1OSwJOwZLp6WlEIhERR6EYAbuB3FsoE05hkVqthp6eHilqUuKd7tAsMrSuY97Hrec2RWFWVlZkLbPwwffV7kzu6uqSwgaLpgpXDypBwNrio545nYWBtQXvdruFFsNDmjd369Cq3+8XPiCzebbeu7q6mmRCqQ2slwHTNA0Gg0HMkohyuYxGoyGVvMnJSQQCAQQCAZH2Y8VNr0pApSBq/QOQTgH1jrkYLRaLuEUSHAAD1gKJeDwulUcmJ0NDQzLMRD8HmioxKKASAnXVG42GBE/8LKjuxEEublTsWpDGtZlaATskxWJR5Ff1yQGwXtKuUqk0bTyapu0oo1fJwf7G1a7QJpNJSeYJJh+kBgJrnQiaBLYiFArB5XJJ4qvvvLUDD2vKLm8VuVxOXMY1TRMzMko1MnniwCFnoTKZDHw+n1AlSf8xGAxYWFjA7OxsU1Vybm4OLpdLOjat67nTnBGHoLPZrLwvn8+H+fn5prXd+hmSngSs7detCclWQIqSwv4AKTW8F2hW5na7Oyb1nQpCrT/PZrOwWq3w+/2i4keQPqxXy2Kg3Wg0RNqcSXkoFEJ3d7cICrCYRfdg/X2tl/Rlp6Fer0v3b6N7mmeh3W5HLpeDxWKBx+NBJpOBx+MR8RRgbX/K5/OYn5+X90pWAQUFOBswPz+PgwcPwmKxCNOByVilUmnqXm5UcOOaX11dlQTCbreLoiHR7vep6sii4mZqRwrbg0oQsJapkqdLRQ4G5JqmYWVlpW12HovFAKwFwAzq9QcYA2Sv14vl5WXMzMygt7dXpv5ZZavVahgeHpZgmG6MpB7F43HE43GMjo7KoODy8jKmpqZEhYTBNBVMDAYDXC6X0AmoA02jka6uLtFhZucjn89LZY5D1fPz88L5ZxWSsw90ReWmwM/IYrGgt7cXpVIJ8XhcKot2u11kGCORiJjTzMzMYHFxURKoqakp9PX1IRQKyQbA343H4yK32g4MvrixbLRx8nX2Y0tSYWvw+/0dKUBX6oOwGWhQ1RqUtN6T/Hc9d5ioVqty/a0a/kzyOTCYz+dFwnA7aikej0eqhjSHqlQqeO6555o6Cxza9Pv9MBgMsNls4l3CiiZ9Rmg8ODc31zToHI/HhZbByiaHIClvGolE5HPS85k5VE1sZd3qv/ud8pK3QkdiAqeoidcPPT0960z0gMsmnjzDeY52KgCwy90OLADqB2AbjYaIE+hljinjSS8B4LLoBhPi1nuJjswOh6NJbWhwcBA2mw0rKytC52V3s3U/IyMAWDu3zWYzlpaWJA7g7KLdbofH40G9XpfPzW63I5lMwu12S2eEA8I0Z2Onk4P+VAZMp9NiCFcoFJBMJsVHqlQqiT9UpVKRwJ37sT7hJv2o9T1tFbVarclLSuHqQSUIWDtox8bGmm5a0k2o593b2yuVu+XlZRlY5uKhUpDBYJADlpU4DiUtLS01Gf9QdpDcO5qe8e/5fD6YTCbhJ0YiEWnbUYM7l8thYmJCsnwAQlXif3NIOpPJIBaLIRQKCbefgXtXV5dsMg6HQ5ILYG0ToVIAuyn6zyoWi6FarTbRMjwejzivkhrA4IdD0pREDIVCsNlsUjkB1qgQDFzIIeVsBFVX9NfAYH87rfiroZ2ssLfRTn2MuJbJAbA9gyo6herBwcB2YAWwVd53I8MoghRGPq9arYrEL+cJVldXYbfbxRGZ8wdut1uoR5zb6urqWsdtXl5exksvvYSDBw/C5XIhnU7LTBMLI5RlZXBgNptlcLper6NQKMDn84nE4l4OvvfbUOSNgHbnAMHBVVJXWqHvVHXqDumDf/1zSF8tFotNiTiFOJic9Pf3C22nUqms4+bH43ER8SC1j7MCnBNkUsOEfCPvgK6uLjgcDnlf7MLrCwz6PY/Up+XlZfE7YWEPgLASAAg9j8WIqakpBAIB+P1+zMzMyHUsLy8jFArJULXeE4FGsnpcTVquohddfagEAZAquD4DZTuuVCohGAyKxF4kEkF/f78coo1GA8lkEmazWXh8NAuhghErAKOjo9A0DclkEul0GolEYl0QQb1jh8MhvD8q65jNZpRKJfh8PlitVqlYMbkwGo1YXV2VGQC2VrPZrHD8yYOMx+MIBAKiXsQOBLC2ueoNzPi/rLRws6TiALn+eiSTSbGTZ4LCAS+2E9m5YMJgMBhESSGfz+PixYsyZMbqCROv1k3d7XaLwspWwU33WgeKCgrtwCoj5Yhbq2id7mX9HA7QnOh0Snr1Q9iVSkUkGfn7XHN87uDgoLgd618/l8thdnZWpJjZlSQXmjxvr9eL+++/X1zME4mEVP/pEEvaA4c2FxYW1q1FKrq0o1WRvnUlzsgK+xfJZFKGd6vVattkgdX51nukda2x08Ah4o26cO06Abw/q9WqKPQweQYgil/Ly8tCMyqXy9LRB9YSZM42tMYFTJjbJf98/yzC8b11Whfs3pFuTBSLRVFfohcB5dEZHzCWufvuu2EwGITGTGlTiotQWpn0o06fpcvlQrFYXPd9dHV1SZemHdp91+ocv/pQCQIuy3Fxkr5Wq6FQKEhG73A4YLFYRKmAuvvMvIG11pnP55PqAbsClPVihY0/40xCqVRCuVwWRRAesjMzM/JzUma4odAKnSYhuVwOmUwGmqaJLXkymRSnQ4vFArvdjng8Lu3WVlSr1aYOhNlsFr4zFx7pC0Qul2vSTyY4h8CWK2kE5XIZpVJJOi98sPLfaDSEZkSXRwYv3AQ5SN26GbSrtFJGrR3XmVCbisJ2QDWvrVSMSTvs1AWgjne5XN7W/EMnPw4mDu0M/fTBQjQaXReAcPaJykmsztLlVQ92RAuFAoxGoyQbPOQbjYYESew0mM1m9PT0iDs8q6mBQADAWrAXDodht9vls2FHVe8IqweDOf3wpsLNB0r9AutFAGi2ZbFYROJbr0wEQGg1Ho9H1Lc2M4cLBAJSIeesITsOk5OT8Hq9EitUq1WZPQTQ5EtAUNmsVCp1dEzv1B3Xn8l0Q299f3pfBg7sa5rWdl15PB4pgLJrQBl4AFKwI1XZZrOhq6tLVAf1ewsTANIJWxOBTnsjk5NOUDNB1wcqQXgFtAy32+1i/EEaEU0/LBYLnE6nVJ31Ska5XE7a8lzsNptNDjhuVKVSCWazWQyMyLulozBVNjRNEzUhzh00Gg2RP4tGo6J45HQ6kcvlUK/XRRWBhyqpAzQtq1arCAQCqNVq6zYSBtPhcFjUler1OrxeL1KplCgFcEOqVquygZD3SUpWNpuF3W6Hy+USviI3v1qtJkEF6RHkUTqdzrYbZLVahdPpFGUjUg46bRRUrWitXtC9mtUOhZsHpM1dCVVlO9x+Hn5cS+yQ7fT1vF5vxyFeAE3u4xu9hv7gZQdgdXUVwWBQkoylpSXxGDGZTDAajSLLzICfswjxeFwGIVkR5WwCcFniuF0lMZlMwu/3Y3R0VOgRDIb0nijt3oOmachkMnuaeqRw7eH1euF2u9d1u0j7ZWDcSTZT0zQEAgERp6ARaaeA3GKxSJGAnX2amPLc7RT4BoNBmQ1gIg5AaDl609btKukxfmj92+zUsSMIrMUrTOIZ5KdSKdhstiaDuGQyKTOVnG/U/3s6ncby8jKsVmvbay2VSujv75cYhayMToU5OsEDaJJZV9gd7NkE4cMf/jC+9rWv4bOf/Sz+7M/+7Jr+LWbEDOobjQZ6e3sBrGWqrIJxYHBubq5p8+CiKpfLTW1FDsBykIcVClbSqXZAiTLqqrdTE6KaCc1AKpUKkslkk9IQjd5WV1extLTUNlDw+/1wOByYnZ2VQ55GRwzML126BE3T0NPTg/n5efT29iIajWJubk502AluZuQTB4NBmM1maT0yMeLMg6ZpTTxpVjtJRWrVbQcutxPNZnNTN6Zer8s8iB6sVuRyuXXJhr6lq7B7uJ7rm2BwyqFY/SF1LZ1y2YkE2g8iA80uy263W/Yd/T6wmfQqzcUYCOk51PrXMBqNGB4eRjqdRjKZRDAYxOrq6joFkJWVFeEZh8NhoR2wC0lfmFqtBk3TJJHQz0mx2+B2u5vmrwi6zLOTSDqiy+XCwMAA8vl803UFg0F5j5t9XxsFeQrXDtd7bRsMBphMJpk50BtmdXV1wePxIJfLdQxKSRniAC9n3Qi9mh7QPFRLHxKew+0SdA4HM0ivVqtNzsPA2rxSq0Fn67m2mYEnn8+9jCavKysrbTsi7Ow7HA6Ew2GZOSCVl/ELz22udw5ps9vvcrmaiqV60LeBeyC7ENlsFqurq6hWq3LdwWBQFJk2mh1TuH7YkwmCz+fDF77whY7/PjY2hr/8y7/E8PAwjEYjnn/+eXz84x+XKvl2oTfmyWQyogDEKhVv5HQ6LQmAPrtnuxEAFhcX5dA1mUxIpVKyoZD7WywWm/SU2X3IZDKykek3Alb54vG4LM5yuYxEIiGHoNvtFg+GQqEgLcBWVKtVzM/PyzWT+0/oBx4dDgd6e3vFht5kMrVVjQAgswiRSETcDUntoTEKzd54XfoOxkaDlezEMOCv1+uSfDCgIFwulwx4qSHkvYnrvb5b0a5DdS2HTDsZGOmhX++b0Rs6oZWG0Kk7kUqlmgYQnU6nyAqysshAIZlMIplMIhAICGWKw5h0WWfl1mAwSDCgT2Y2CtQ5R0WZx3K5jMXFRXGT1ycHdEttZ8TU6fNQuL643mtbLy1uMBhE4rRSqTQN7m9UFKLYR6czaKMqfq1WQzweh91ub/v7ZBsUi0UxXE0mk+vuTb0oSCds1inj32EFnhLoJpOpbeGNtLxoNCq04kKhILOVjDGq1So8Ho+sb/4eCxGkXLeDwWBAvV6X+KdarcrP9PswvRNaldoUdhd7MkH4/Oc/j8cffxzvfOc71/1bf38/fv3rX+Mb3/gGHnzwQZhMJnz729/GY489hmPHju3ocKXLMVVzjEajDNow8Gf1ulgsii6/1+uVrsLi4mJTQKqvYDgcDqmosRJBCTa9HCiHjVmpoIEKq+tMVmhsBlw+BOkeTLUhdir4Orw2Bg0ej0fkwfi8vr4+WK1WTExMyOAgOxUcQhwZGRFzpFgsJp8VN2A6G1LZpF3Vk3znTrzh1tYq32O9XsfMzAwajcY6uhM/g3ZmM8S1lrVU2Bqu9/q+1tissrcRKBF6rV1yI5GIKKkBWBcwxGIxRCIRcZCn+SE/72QyiYWFhaZ5g5mZmXXriYpr+nW/WaA+Ozsrqifcn0hHIFpfk+jq6hKvGjWHsPu43ms7lUqJElAnyepOlDxio7/biZYYCoWkm02VLQBi9Elaj6ZpcLvdMpjf6R7dKtWQ84f6IJrXwiSLr5XP5xGLxRAIBBCLxeQsbzWLi8fjcLlcYoAIrLEIWlUdOaPZio0SG30S0el5VqtViqKqu7+3sP7b3mXccccdeNe73oXPfvazbf/9z/7sz2AymfCnf/qnANaCxo9//OM4cOAAPvrRj+7ob7rdbgBri4AVbhoHUaGDcwl8PpMJ/pue1+vz+eB2u+F2u6XyztkCl8uF7u5u9PT0yH+HQiHh1eqlugqFglTCaT6kz9Y54AegKfvP5XIwGo2igkS1Ah7UnKMgJYHXlslkZFPQNA2zs7OIx+PyuzRhq9VqkrgwWCfm5uaQz+dFM7kVXq8XBw4ckECD6kp66DcSDo0TrDQCl/WoCQ42doL+daxWq9JN3gXsxvq+lnC5XAgEAjL7o0cwGEQkEpEBynZgh42/63a7RTUNwIaDep3Q29sr+wuxurracV6H9Ah2IKgcxn2RIC2CXgf6tef3+zE0NCT+JcFgEP39/fD5fB2vU1/EKBaLSCQSTYGY/u93qirST0ZfDGn9HhSuD3ZrbbPbdbU7xqTEmEwmBIPBpn8jPYfdCwblFBThkD8r85xT4FweOx3bRTsPILobt4LdvUKhIJKsVFvUvx+yE3K5nAxUt0qG+nw+RKNR2ZfYmdgq9Gc6PxeCXjFbSQ7U2r6+2HMdhK985Sv40z/907aZttFoxLve9S786le/ajpIFhYWMD4+jve85z34/Oc/v+2/qQ9Qs9ms8OSpRDA9PY1arSaynMDaoqSKD2UK6eBL5R4evLzxrVYr3G63SHiRwpTP58V9ud0mR/59q5KA3W5HMBgUni7/pt5ivru7GyaTqWngh1xCKimxBUsNdD1IWZqcnJREhgNK5XK5aWMm93FmZgajo6OIxWLCb56engYA8YVgRYLDYZRjbUWnTZ/KTNup3HKT4ue4WWVJ4epjN9b3tQTlSWu1WttEd6OBPOBy0soAuLWauV21Dko6tv5eO2lGgsOJVqtV3MypvqZ/3Vwu16T24na7kc1mcebMGTQaDalClkolhMNhmc2yWCxtOcqdqqZ+v18CEKqo6aUQWzs2+qJAoVDYMCFTuHbY7bWtDzD1+zvvQ7oabxVcM6ysU+WLIhd6r6RO1+N0OpFMJpvu0Wg0KkntdtY3i26k/7BQthGFcW5uDkNDQ7DZbMIkaBeI02BUv7YzmYzInoZCIXg8HlQqFQwODspA9fz8/LbeAw3ZzGazxFB6rwXKmbcDuyfXcl5MoRl7KkF497vfDY/Hg69//esYGBhY9+/Dw8NiwNWKiYkJPPjggxsGfvQTIFih0reuWYHiMBG1loHL8p1U9mCAzJs1EonA6XRidnYWlUoFbre7qb3eaDSQSqVEBpAJQjqdXnd403mUluXkAAKQRUwTGMqRsk1frVaRSqVEqai1WlEsFnHp0iWhHRDUbm7VWed7IHeZg1jsOPBaWZ1gNYJqBzabTVqMi4uLMrTMjY4JUyfwO+VAFHnODMD0oGYzr7cdqAalcH1xLdd3p7V9rbFRwLGZYRnQmX7TSWlsM2yUCHQCg4NwOCz7Bx3Y9aCzeaVSgd1ul0C8r68Ps7OzYvZG1TcAHdc2XaApYsC9hwIEAMSQkaoyVG0zm81NNMtWKBrh9cdeW9v612FnbKPEcaO4oXW2p16vSyFxI3oNZ3P09yOLa3QT5lnKM2uj19spjW5paUkclgGs21fY3eC/sTNgs9kQDAaRSCSwvLwsBUzGABaLBT6fT1SOCLvdLt9XtVqVNUtzRMq967sGFIjh3FG7z4FJUaPRUHTh64Q9kyDY7Xb8+Z//Od7//vd3lJ8Mh8MA2h+8lPgLBAJtB3IA4FOf+lTb9md/f78MF1MFyOfzNUl6scqvX6C9vb2yWVHdSI9arYZIJCIBu95tWB+gsm2nB+cdgLXNrnUR6j8DJgr0POC8BBe9yWRap2jS09Mjw8+pVAoGgwGLi4swmUywWq3rtNT9fr8EDTRaI0ihotoTsLYpLS8vr/su2d1g0kWqUldXlyQ1hNvtFqOVSqUirsoGg0H02vWgWgRpSXpbeMVt3F1c6/XdaW3vV1zrmQRW+nkoc0BZ/2960OyMRmntQGpFKpVCKpXC0NCQDDezQ7m8vAyPx4Pu7m7pdnKAkV4olUplnYs09zAWI1jEUEpFu4/9srY3Cii3203eyvPbVcJbE2+eS1uVMzUYDPD7/R3nLVrR1dWFYrGIubm5tvQkYO1MJg2J18ZOBa8rm83CarWKTOng4CDcbjd8Pl9TXEPqld1uF38jJv42m03oRHpvJYfDIR4VvB4qNbaaolJ2XXUQrg/2zAzCpz71KTz++ON44oknrtnf+NKXviR+Ax6PR6RMV1dX0dXVJVrEAKRNT95/MBhEOBwWbu3o6KgsAovFglAohKGhoaa2PL0S9IGs1+tt0ggH2m+a9Xq9ibpD92S6OeupRnqpUw46c9iQhihMdohcLieD0zyc+XcLhULTRh8Oh1Eul7G6uopUKrUuWdErmXDhMlHRg595LBaTKoXeIK67u7vpc+HGQtAgjd4SejApon56Pp+HpmlwOByy8eih75woXHtc6/XdaW0rXAYPbuBy5yIcDq+bc+gUcG/UdfP5fPD5fLInApA9ikINJpOpaeaJ3YJMJiPyqzSA1CcH/E4ZLHA/44C3wu5Cre2tYTuc/U5g93wrSTHlkolOdF2DwbDuPNVTp+x2OwYGBuB0OpviBAAikUolJABCwSItMJPJIJlMNqk0Euye0Jw2n8+L+SJ/rofJZEIymVTeJ9cJe2J3HRoawkc+8hEcOXJkw+cxMNUHkQQ1jDeqvOn1i/VIpVJYXV1tCopJaaGussFgQCAQEC1jBvCcOwDWgvXR0VGp5jNYrdfrooZA6TGPxwOr1SqzAvoKAq3euTgYdLMtbzQapcOhaVrHjkm5XG5yNbTb7eIpkEgk1lEICHZN2B2hwRv/zWAwwOFwwOVyYWZmRkzMuHG5XC7EYjHUajVROGIHoFarieITdZSpf65pGjRNk+5FPp9flzylUin5HX1nQF/F0KPTsDS/a71xmsK1wfVY353WtsJlFAoF9PT0YHBwUCRFSSlwOp3wer1Nn/3q6ipmZ2cRi8XQaDRkjoCcZs5XlMtlKVqsrq7C7Xajv79flGWAywpjAOS1SGXi3kIlOaqwseOZzWY7Uq1CodAVm98p7Bz7YW3TH8FsNiObzUrRiecFFf149phMprbJsNVqhdPpFOXCrYImaq0zNzvpbG9kwkaKL41LORe0uroqg9EUVcnn8xIbUEYcWFMzYyJA6XUKiVA+fWBgQJJ/vW+Jfn6A3kp6kJrIOSmi3ffO76sVao+/vtgTCcIDDzyAfD6PH/7wh/Iz3oAPPfQQ3vnOd+LcuXN4//vfj2w2i+Hh4XWvMTw8jPHx8R3fQPrkoLu7uyk45mvqFXQIg8EgdCAOLTcaDalsmc1mWZg0H2ELna/LBIQeCxxgcrlcCAaDMBgMMghJX4Wenh5YLBaZAWg38NdKE2qtEug3CwbSNDqr1+tSraCZm9PpRHd3N4A17jWrkVRioswaFZlqtZpoqlcqFaRSKfj9fuGoUnKN9CQOOdIbgolR6/ugfwSdHjcC50TaQSUH1wd7YX3fjGjl6bLLBlzuUKbTaVSrVRlMpPMsiw/BYBAul6tJTplqa/RyWVpaEvpPNBqV4gY5x3Shd7vd0oXUFy704J6xVcpFazdT4fpiP6xt3qurq6uw2WxIp9MyS1itVuXnpNZ2Gp4vl8tyJm4GfcGsU3K7U9orz0NKrFIFjQahXV1d0oWr1+vCfuDcZFdXl0igOp3Oplk9BuVc25lMRoqlkUhElBPpQURqGOeIGo2GzAfpEyAa2RmNxi3NDmx0bitcP+yJBOHhhx/Gww8/3PSzwcFBTE1N4atf/WqTG+MjjzyC3/md32kaKorFYrj11lvxuc99bsfXoOfucxPQNA31el2C3YmJCZn0ZybMljir1HpDL6L1RudhrH8Oq+eVSkWyfdKDaIfO311YWMClS5favg+24qk44vV6ZaBKj0gkAofDIQ6Ofr9fpNlYXWxVHqF3Q1dXFy5cuCDKCN3d3Wg0GnC73UgkEqKQRGlY/TAWzd04nMjEgYPMhUKhqSNit9tl2JsbLas927GhbwU5lttViVHYPvbC+r6ZQGUyapDrf05VMs5bEZFIRBIEDiNGo1ERU+DsQTAYRCAQkO6p0WhELBbD7OwsSqUS+vr6ZAgRwLo9JZVKCXc6FovBZrMhm81Kom+329dRjAKBwLaqtu0cpBWuDfbD2ua95XK5UCgUhGqby+XEQ6NWq7Xl9PPsJ7Y6GJvP56UrV61WpcB3paCcMuXP2bUD1s60QqEgDAaCSQNnAGisqu/mJJNJeL1eoQhSvpzrU9M0RKNREWVhnMSBZFKJ9C7ulEFnosJ4Sk/v5V5SKBS2lCDqDd0Urj32RIKwHXzmM5/B29/+dnzuc5/DJz/5SZhMJnz5y1/GxYsX8Vd/9Vc7fl1Wr1lV5uwB/7/RaEQgEEA+nxdlI3oJUPEIgAS6HOhhsMxsn1x+/dyA2WxuWhzsQHAgV2+sZjAYpDLYOnQUCASkBUqFgE4HpX4wiaZo1HPmId8KdiwAiHQqef/697m0tCR0olqtJp8tzY84zM2DvFqtitpR6/WSx6ivtnCT4iahnz/YalXGbDarIGIP4lqt75sJVP4h2NKnGSOwXmKUxQkqjE1MTCASiSAcDos7ucvlwvz8PKrVqiQTnN1yuVzIZDI4efIkgLUuLIORTod5O2pkK+3R4/FIl3MrYCdWYe/heqxtUnCBy3RYdqp5z5NqazAYkMvl4Pf7xaU7mUw2FZ54ru0kuNffs1uZP9gK5YhnOzt6fK+FQkHm+VoTabPZLEkQB5Z7enqauoFmsxmZTEbOYdKro9EocrkcksmkvK7X6236PJ1OJ1ZXV5uunWIvemSzWaEhsbjIboimaVt6/6Q6KVwf7JkhZcLr9eLEiRP40Y9+BGCtTXnixAl88IMfBLDm8Pdbv/VbuPPOO3H27FmcOXMGXV1deMMb3rBj6UqLxYJkMon5+XkZouGGYDabhZvr8/ng9XpFCpUPttYSiQRWVlbWzTPw0NV3EvSViFYpQCqGZDIZkRhbWVlBMpmUB7B+6IgGRvqh3E60KPJ6HQ6HODT7fD5xddV3D6hSVCqVsLKyIooGwGWFJZqq8W/Pzs5icXFRgg6LxYJgMIhoNCqvq1dJYIWwnQpGu01Dz2/kvMJ2WrYqOdgd7Mb6vtnQGkzrD9ROfH66s66ursraWl5eFsNI+pYAa+6ok5OTQj9gMUNvCre0tNRRcnUznwKXywUAUhBZWVnZMt2A3VOF64/dXts0NbPb7eKlQalOPZ+dz9HLYdPgs11XWp8c7HTQeLOzqdVsdSNQOhRoPgdTqVTbuUImDaurqxIzzM/PY25uDgsLC0in03Ke8yy/dOkSisUibDYbwuEwYrGYvB79C1gAZIdgM/A5/J6q1SrS6TQymUyTX9RGULSj6wsDgPa6ZDcBaPRz4MABTE9Pr5P1ZDWCAzMcSKbpF7De2ZCKHeTR0uCMcpurq6tNhybdlhOJxIYtNroet7YPW9FJyqwdWDmhWclW23w7gV7GjB4Ieg4oN2GqDpFaxSqPqhrsPXD9eDyePReU7eVru17YKdWGIgUbySjqXzsWi4kvS7FYlPkC/WAog43e3l4JRmq1GvL5/Dp5aGIjCVMWNpQW+rXBXl4/vLZoNNrWgI8UJlKAOf/Xabh3v4EzeNdj/oZiJKQeUliAbAH9vRGNRpsYFdls9ob5zG80bHV97zuK0bVAIpHoWLkulUriFkh+rB6twThNSJith0IhGfhrTQ4AyACyPjAnhYiJRjweFy7vZhn0duzmSS1ie/BKOJLtjF7oPAlApEnJh6SiEzdv/m2qE+kThJ1IGbLdqqcn8XW38xkpKOxHdBIu2AooW0yEw+EmSh/QXEnNZDJCG6CGOQBJGPRBPLXNSZ3cSK6x07/pzRoVbl50Sg55lnZyJ7/W2CklaavQNG3bBopEu2vTixnQx4DFgUKhIMaulFDn81pjJr3yEJkMegf0rYDdHaVKtzegEoRXQN5duVxeJ8dJbKeKzd+jCQyn/FttwlsXOoNY/j3932x34LMKvxmorqR/P1RzuFK4XC4ZNsrn86KKQOUj0n+oZkSUy2WRuCPoWsmNqlNHpFXZqBWtBmlbVZ9QUNgroNHfTrDTyrrP55PgwOl0IhwOiyJLNpsVpTKLxYJoNIp8Pt/WlwSAzF0RpVIJMzMzTXLNVqsVbre7idbZKoPYCqVwonC94Xa7t5xoXGvhi50YA9JzRH9tgUAAfr8fwFosQBaDy+VqKu61OkkDEJVF/R516dIl2Gw2eL1eEQDZbpC/0dykwvWHShAAqWZx8XQyItmMvsOsWW8hrl8g1WpVVEE6bSIMpLcC0nFSqdSGwTJft/U526EjbfR77ILoPSGANa5iIBAQ9YjWDZbKEfrXYlBfqVRQrVY7vq/N3i/QzPtUXQOF/QTKLl7PQNhutzfRiiiOwOFGJgfA2hzC4OAgnE6ntKtbZx9ontgKGqN1gqITKuw1UML8agX/bre7qdt2rUH5dD141ra6OyeTSYTDYYTDYTEmbYWmaW1nD+iGrhQCbwyoBAGX+aw8CDuBsmKdsmK32y2BOAftSKthVazd4UdJU3L82l2f2+1ep7DQ6fXaoV1A3WkBb9S+p1SaHvSAaEUsFpPOArBWdWj97FoDd/3f3UoSoKCw32GxWOD1eptkSdtV7a4EHPjdaH/jsDEDAkod2+32Jq10Oqt6vV6hJraqnrVTQVNQ2C+guo/+rNtpwNsusbietCdKnHZ1dTXFC+l0ukkRiRgYGBBzt0wmg66urnXzSBuxFhQ16MaBShBweSp/K9jo5tebdrEtT2dGSoq2gnMG9GFop0LAgZ/t6P5TRmyrGsN0eObAMrB+Y/N6vTCbzes2lE6BfKFQECoBN6jrtXkojrLCtYTL5dqUQ79VVCqVdZ4FVxubXWcgEGjbsWhXECkWiygUCjKQ6HA4UKvVmmQQM5mMGiBW2Hcwm82w2+2oVqtX7f7d7Uo6ZV1br4NiIa3nZCaTgdFolCRpt69fYfegEoQdYDP+O81LttI+ZBeAfPt2oHLAVkAHRHooJJPJDTseRqMRmUwGjUYDwWAQPT09mJycFDdUPfL5fNuBYb2ZnB6sOnB4casdAYvFsi2qVTuo5EDhWmK3eLJcs2azGeVyecuFjVAoBLPZLC6nrejkSN5pGHJmZgaZTEYUj2q1Gjwez4ZqMVarVUQJVPKgsBfBe/l6359GoxFut1uozptRC/UFsGg0ikaj0bHIsJnqYbsEgXRok8kEi8UCm822oRSp0WiE1+ttGmRW2P9QCcI2oa+0d0LrBH67anZrta5QKDRpNeuxUUJCszYG49xgisXipjQF/UA0KwUbcQf1cxrt/q0d0uk0LBYLLBYLDAbDhvKEJpNJBhZVgK+gsB7boSYEg8EmI6JqtbpOJOFKQE+FwcFB6YTW63VkMpl1iUU0GoXdbhdTRQWFvYjdmn9pNBrrzMY6wWazyVqipOhOZ+w6FR71hUuey/V6vW0hwWQywev1Npm/KtwYUAnCK2Dwyio+pfiMRiNKpZIE841GY1uHNA1NWhd+uwpBp8VlsVg6bgKlUknaogy6W6UFOyGbzcpr1ut1zM7OrnsOOwYbHeper1dcU9uBEq8Gg0EcWDupnhSLRaVQoqBwFZDP56/qHAPR6k+wuLgolUb6utRqNaEhcV0rPxMFhc7YalHsas8ndQLjjnq9DrPZLBKkrWc3iwKqqHfjQSUIr4BuvJwZsFqtos5zJQHrdjn37WRLNU0TdaR2yOVycLvd6353M9WF1oTDbDbD4XA0VTI2q/axM8C/x5YlaUcAhKfMQclWCgJVkVT1QUHh6uFaBRE0f6zX63A6neIPU6/XkcvlmmRS6UeyHUEFBQWF6wsOMgOQLl+j0YDX64XJZBLFJX1y4Ha7Rdyl3SzD1cBWZdwVrg1UgtAC3vDtAmOj0Sjt+msFGojxwAUuyw1uhHZdje228jmYRXWSrbggttKpAoEAqtUqSqWSLOxarQav1wu73Y5Go9G0yXQaJvZ4PG2TCQUFhZ3D5XLBZDLtaF2Fw2GZfWBXlUkABQhKpZIIElSr1XV0Jp/PJy7zhUJB8ZUVFK4SeL7upKDJzj5jH/o2kWKklzDn8HIul5POIbBWEGDBsFQqXZWCgEoOdhcqQXgFDocDBoNBPBH0AzlGoxE+nw/lcvm6HGj6SjywVum/XrKBdDp1uVzbdkEELlcfWhc2naVb0anqsJWkSEFBYXvggPNOoPd24T5IZ3L6lnTykCEqlQosFst120sVFG4WWCwWmSvc7rmdy+WEOsjCIqnKdE3mum71jGLiwL+5lSFrhf0BlSC8go2y3Uaj0VHl41qg3eJm+6/RaKCrqwulUmnDTYDa6tlsdkuLVc8rZvdio9fnUJJeH53X3i7oz+fz2woIFB1BQeHqI5vNwm63b/gc+rJwjoCgwou+W0nvllZVp04mb+2oRhsJFygoKGwN5XIZRqNx0+Sg3RwB5wRbEY/Ht3UNKum/saAShA1gMpkA7Ewy02w2ywzD1QCrA6Qg6WlOZrNZqFGE3W7floaxvupXqVQ6yhsStVqtreRpOznTq+lAqaCgcGXYLBDvdMh36ii2W9vbqSBejWJA6+C0gsJOwZm4/Yat3v+dFARb45x2iYTCzQVld7kBrkSLv1qtXlVTsGQyiXK5jHK5vM40jRU/YG1RBwIBqSTs5PpXV1fl0O9ER8jn88JjNhqNUpVst7HWajUZZFZQUNg/CAQCCAQCANa6D61BCGcO2sHpdF7z69Nfh4LC1cB+TA52Ahq0Au1ZC8ViUeIKhZsTKkHQYafc3OuFbDaLYrG4rmJHYxMAIhNqsVjaVvi3A4vFsqVDnhvqRknAtRzsVlBQuDag/HMoFOr4HKoWtULRDRQUto8rPbe3ilqtBpvNJklCOyjp0psbimKkw2YT86yUlcvlPRXwtior5fN5VKvVK87+K5VK26SJA9P6SotqRSoo3HhIJBKKaqCgcB1xvei4rQqECgqtUB2EbYDynVcrObBarXA4HE1BuNls3rCTYbVat/TarXKiO0W7KuBmqkqqLamgcONAJQcKCgoKNx9UB2EbuJJ2W7shoO24KfM1gK0N5HWqQtjt9k0ViraCjaocnbwNFBQUFBQUFBQU9j5UgnCdcDUC5nq9LvbnO8X1qAZWKhU4nU7YbDZUKpW2Jm4KCgr7E+FwGA6HQ5yTt2u65vF4UK/X1YyCgsIeg8fjgcViQbFYVOtTQSUIwJqL4H7C9RpiuhK4XC5Yrda22soKNwb2w7rpdI3bdepmQKwMgCCDjZVKBY1Go+NnbLPZYDAY2mquG43GfXH/3KzYD9/NfrjG/Qar1Qq73Q6j0diRRmwwGPbUDKbC9rHVtbP3I81rCH5Ic3Nzu3wlCgr7F263e891idTaVlC4cqi1raBw42Kz9W0AcFOngj09PXtuA9wO3G435ubm0Nvbu6/fRzvcqO/tRnpfbrcb8/Pzu30ZbaHW9t6Fem97H2ptX1vcKPdJO9yo7+1Gel9bWd83dQcBwJ7dALeLXC6372/YTrhR39uN8L728vWrtb33od7b3sVevvYbZW0D+/8+2Qg36nu7Ed7XVq5fyZwqKCgoKCgoKCgoKAhUgqCgoKCgoKCgoKCgIFAJwj5HuVzGZz/72RtSXeVGfW836vtSuLq4ke8T9d4UbnbcyPfJjfrebtT31Qk3/ZCygoKCgoKCgoKCgsJlqA6CgoKCgoKCgoKCgoJAJQgKCgoKCgoKCgoKCgKVICgoKCgoKCgoKCgoCFSCsM/R29uLf/7nf1bW53sQXq8X3/nOd6BpGgYHB3f7chT2IdT63ptQa1vhSqHW9t6FWt9rUAnCPsb73/9+PPHEExgaGtr0ua9+9avx2GOP4fTp0zh37hy++tWvwuv1XvuL3CasViu+9KUvYXx8HKdOncIzzzyDd7zjHbt9WdvGm9/8Zjz//PM4cuTIhs8bGxvDD3/4Q5w9exbnzp3Dd7/7XfT09Fynq1TYy1Dre29CrW2FK4Va23sXan03Q1OP/ffweDzaY489ph04cED73//7f2vaWhmi7ePYsWNaoVDQ/sN/+A8aAM1ut2v/8i//oj3xxBOa0Wjc9feif/zgBz/Qzpw5owWDQQ2A9va3v12rVqvagw8+uOvXtp3Hr371K+3o0aPaZz7zGU3TNG1wcHDdc/r7+7WVlRXtv/23/6YB0Ewmk/Z3f/d32ssvv6y53e5dfw/qsXsPtb737kOtbfW4koda23v7odZ302PXL0A9dvAwGAyawWDQAGy6yfziF7/Qzpw50/Sze++9V9M0TfvgBz+46++Fj9/6rd/SNE3T3v3udzf9/Mc//rF24cKFXb++7TxMJpMGYMNN5hvf+IaWTCY1q9UqP+vu7tZqtZr26U9/etffg3rs3kOt7737UGtbPa7kodb23n6o9X35oShG+xSapm2JuxiJRHD//ffj5z//edPPn376aWSzWbznPe+5Vpe4bbz73e8GgHXX+vOf/xwjIyO46667duOydoR6vb7hvxuNRrzrXe/Cb37zmybTlYWFBYyPj++p70Xh+kOt770LtbYVrgRqbe9tqPV9GSpBuMFx5513wmg0YmJiounnmqZhampqU57d9cTRo0eRyWSQSCSafs5r30vXeqUYHh6Gx+NZ970Aa+93bGwMFotlF65MYT9Bre+9B7W2Fa4G1Nrem7iZ1rdKEG5whMNhAEA2m133b9lsVv59LyAcDne8Tv77jYLNvheTyYRAIHC9L0thn0Gt770HtbYVrgbU2t6buJnWt0oQ9gDuv/9+aTtu9jh06NBuX66CgsI2oNa3gsKNCbW2FW5kdO32BSgAZ86cwXvf+94tPXdubm5brx2PxwEAHo9n3b95PB6srKxs6/WuJeLxOG6//fZ1P+e176VrvVJs9r3U63Ukk8nrfVkK1wBqfa/hZlnfam3fPFBrew03y9oGbq71rRKEPYCVlRV8//vfvyavferUKTQaDQwPDzf93GAwYGhoCL/+9a+vyd/dCU6ePInXvOY1CAQCTQuM137q1KndurSrjomJCWSz2XXfC7D2fsfHx1GpVHbhyhSuNtT6XsPNsr7V2r55oNb2Gm6WtQ3cXOtbUYxucCwvL+NXv/oV3vSmNzX9/O6774bH48EPfvCDXbqy9eC1tF7rm970JkxMTODZZ5/djcu6Jmg0GnjkkUfw2te+tmmgKRaL4dZbb91T34vC3oVa33sPam0rXA2otb03cbOt713XWlWPK3tspqV8/PhxrVAoaB/5yEc0YM1s5Re/+MWeNVt56aWXxGzlbW97m1atVrW3v/3tu35tO3lspKU8MDCgraysaP/1v/5XDVjTX/7Od75zI5qtqMcVPNT63psPtbbV40ofam3v3Yda39CwBy5APXb4+Ju/+RvtxIkTWiKR0DRN006cOKGdOHFCC4fD65776le/WvvVr36lnT59Wjt37pz2ta99TfN6vbv+HlofVqtV+9KXvqSNj49rp06d0p599lntHe94x65f13Yfn/70p7UTJ05oCwsLmqZp2ksvvaSdOHFCO3LkSNPzbr31Vu1HP/qRdvbsWe3cuXPa9773Pa23t3fXr189dv+h1vfefKi1rR5X+lBre+8+1Pq+/DC88n8UFBQUFBQUFBQUFBTUDIKCgoKCgoKCgoKCwmWoBEFBQUFBQUFBQUFBQaASBAUFBQUFBQUFBQUFgUoQFBQUFBQUFBQUFBQEKkFQUFBQUFBQUFBQUBCoBEFBQUFBQUFBQUFBQaASBAUFBQUFBQUFBQUFgUoQFBQUFBQUFBQUFBQEKkFQUFBQUFBQUFBQUBCoBEFhz+LIkSP46le/ih/96Ef4xCc+seXfMxqNeO9734tAIHANr25rCAQCeO973wujUS01BQU91PpWULgxodb2jYGb953fILBYLPjqV7+K73//+3j00Ufx8MMP49//+39/xa87MjKCD37wg3A6nVfhKneGU6dO4aGHHkIikdjy75hMJnz+859HOBxGMpm8hle3NSSTSUQiEXzuc5+DyWTa7ctR2GdQ67sZan0r3ChQa7sZam3vPagEYZ+jUqngoYcewj/90z8BAP7zf/7P+PrXv37FrzsyMoLf//3fh8vluuLXup74wz/8Q3g8HvzP//k/d/tSBF/5ylfg9/vxB3/wB7t9KQr7DGp9N0Otb4UbBWptN0Ot7b0HlSAo3DBwOp145zvfib/7u7/b7UtZh+9+97t417veBZ/Pt9uXoqCwL6HWt4LCjQm1tvcmunb7AhSuL0ZGRvDud78bg4OD0DQNBoMBjz/+OL7//e+jWq0CAB566CG8/vWvBwB84QtfQK1WQ6lUwkc/+lEAQFdXF/7dv/t3eOMb34harQaj0Yif/exn+O53v4tGowGLxYKvfOUrCIfDKBQK+PKXv4wPfOADiEQi6O3txWc+8xk888wz+OAHP4jjx4/La87Pz+Phhx/G3Nzcjt7b6173OphMJjz//PPys+7ubnzmM59BT08Pzp8/j3/6p3/CO97xDvT29uLChQv48pe/DIfDgQ9/+MMYGhpCoVDAX//1X+PcuXMAgPvvvx/ve9/7MDIygu985zsAgLvuuguRSAS//OUv8b/+1//C8ePH8Xu/93vo7+/HxMQE/vIv/xLpdLrp2p599ll0dXXht37rt/AP//APO3p/CgqbQa1vtb4Vbkyota3W9m5AU4/9//jgBz+oPfroo1o0Gt3wee95z3u0P/mTP9G6uro0AJrb7db+x//4H9pDDz3U9Ly3vOUtHV/vM5/5jPa9731P6+np0QBovb292ve+9z3tP/7H/9j0vE984hPa//t//0/74z/+Y81oNGoAtD//8z/XXvOa12h+v1/7wQ9+oMVisaZr+9u//VvNZrM1vc63v/1t7ROf+MSmn8EnP/lJ7dvf/nbbf/vyl7+s/eAHP9B+93d/VwOgORwO7Vvf+pb2+c9/XvvDP/xDub5Pf/rT2je/+U35bz4effRR7dvf/rZ26623agC0AwcOaD/5yU+0P/qjP9J+53d+p+k1O13r3/7t32p/8id/suv3inrsv4da32p9q8eN+VBrW63tvfpQFKObDD/96U/x13/916jVagCAXC6Hn/3sZ3jb2962pd8/cuQIXve61+H//t//i/n5eQDA3Nwc/vEf/xEPPvggIpFI0/OdTie+9a1vodFoAAC++MUv4vnnn0cmk8FHP/pRLC4uynMfeeQRRCIR3HPPPTt6b8FgcF32r4fJZMLf//3fAwAKhQKefvpp3HfffXjsscfk+v7lX/4Fvb29iMVi635/cnISZ8+eBQBcvHgRly5dwhvf+EbhkBYKBTzzzDN41ate1fbvp9Np9PT07Oi9KShsBWp9q/WtcGNCrW21tq83FMXoJsPq6ip+93d/F695zWvgcDjQaDTgdrtht9sRCAQ2VQ9gW/H06dNNP7948SKMRiOOHDmCRx99VH6ezWabXlO/CUSjUTz00EOIxWKyyAHseCH6/X5kMpmO/76wsND0d3K5HAA0tUWz2SyANYkzbqLE7Oxs03/ncjlUKpWm18xmsx0l2srlMvx+/xbfjYLC9qHWt1rfCjcm1NpWa/t6QyUINxk+9rGP4Z577sF/+k//CRMTEwCAt7zlLfjEJz4Bs9m86e97vV4AwMc//nGpZABrPMRkMgmHw9H0/EKh0PZ1jh8/ji9+8Yv45je/ic9+9rOyUB999NEtXUc71Ot1GAyGjv9eKpWa/lvTtHU/58/aaR+3+/12P+skiWYwGJo2JAWFqw21vi9DrW+FGwlqbV+GWtvXBypBuAlgNBphMBhgMpmkrcYNZrtglv/FL34Rk5OTO76mN7/5zSiVSvjud7+749doRSqVgtvtvmqvd7Vhs9mk8qGgcLWg1vfegFrfClcbam3vDdysa1vNINwEeOCBB/Cxj30MJpMJJpNpXSbcrq3GCgOz+sOHDyMUCuHZZ58FAIyOjjY932g04pOf/CT6+/u3dE1ms1ky/o2uYztYXl5GMBi8ote4lggEAutanQoKVwq1vvcG1PpWuNpQa3tv4GZd2ypBuIlQLBZx8uRJvOENb5BBnnA4jLe//e3rnssBpFAoBKPRiE996lPo7u7GCy+8gF/96lf4wAc+gO7ubgBrG8wf/MEfoLe3d8uL6Mknn4TT6cS/+Tf/Rl7j93//96/o/T355JMIBoN7shLh8XgQCARw4sSJ3b4UhRsUan3vHtT6VriWUGt793Azr20D1uSMFPYprFYrHn74YbhcLrhcLqysrKBerzc9x26346mnnsJf/MVfIBAI4CMf+QjuuOMOLC8vI5VKYWFhAe9617swPT2N733ve/jZz34GAPjoRz+K48ePo1Qq4YUXXhCHQ5PJhPe///1405vehFqthlqthpdeegnf/OY3pQ33la98Bb29vbDb7bh06RIef/xx0SImfu/3fg/veMc7UK/XkUwm8ctf/hIf/ehHkUwmcfr0afzDP/wDPvKRj2BgYADFYhErKyv4oz/6oyb+pB5msxnf//738bWvfQ3//M//DABwu934i7/4Cxmemp+fxx//8R/jYx/7GO68804EAgFMTEzgb/7mb3Dw4EE8+OCD6O3txdzcHH7605/i/Pnz+NCHPoSRkREkk0m88MIL+O///b/jr/7qrzZ9zYcffliqNm9961vxoQ99CB/4wAfWcR8VFDpBre/LUOtb4UaCWtuXodb23sWua62qh3pcrcc73vEO7Vvf+pZmNpt3/Vr4sFgs2v/5P/9He9vb3rbr16Ie6rGfH2p9q4d63JgPtbb33kN1EBRuOHzoQx/CLbfcgv/yX/6LOEzuFsxmM77whS/g3Llz+PrXv76r16KgcCNArW8FhRsTam3vLagEQeGGxF133YVz587tuvKA2+3GoUOHpF2poKBw5VDrW0HhxoRa23sHKkFQUFBQUFBQUFBQUBAoFSMFBQUFBQUFBQUFBYFKEBQUFBQUFBQUFBQUBCpBUFBQUFBQUFBQUFAQqARBQUFBQUFBQUFBQUGgEgQFBQUFBQUFBQUFBYFKEBQUFBQUFBQUFBQUBCpBUFBQUFBQUFBQUFAQqARBQUFBQUFBQUFBQUGgEgQFBQUFBQUFBQUFBcH/B++GOtLG9wowAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "carotid_path = (\n", " \"hf://zeahub/picmus/in_vivo/carotid_cross/\"\n", " \"carotid_cross_expe_dataset_iq/carotid_cross_expe_dataset_iq.hdf5\"\n", ")\n", "\n", "with zea.File(carotid_path) as f:\n", " carotid_data = f.data.raw_data[0][None]\n", " carotid_parameters = f.load_parameters()\n", "\n", "carotid_parameters.set_transmits(n_transmits)\n", "carotid_data = carotid_data[:, carotid_parameters.selected_transmits]\n", "carotid_parameters.xlims = (-0.019, 0.019)\n", "carotid_parameters.zlims = (0.0, 0.045)\n", "apply_grid_size(carotid_parameters)\n", "carotid_parameters.f_number = 0\n", "\n", "carotid_inputs = das_pipeline.prepare_parameters(carotid_parameters)\n", "carotid_inputs[\"dynamic_range\"] = DYNAMIC_RANGE\n", "\n", "carotid_bmodes = [\n", " pipeline(**carotid_inputs, data=carotid_data)[\"data\"][0]\n", " for pipeline in (das_pipeline, mv_pipeline, trained_pipeline)\n", "]\n", "\n", "\n", "def mse(image_a, image_b):\n", " \"\"\"Mean squared difference between two log-compressed images.\"\"\"\n", " return float(np.mean((np.array(image_a) - np.array(image_b)) ** 2))\n", "\n", "\n", "for label, (das_i, mv_i, able_i) in [\n", " (\"phantom\", (das_bmode[0], mv_bmode[0], able_bmode[0])),\n", " (\"carotid\", carotid_bmodes),\n", "]:\n", " ratio = mse(das_i, mv_i) / mse(able_i, mv_i)\n", " print(f\"{label}: ABLE sits {ratio:4.1f}x closer to MV than DAS does (MSE ratio)\")\n", "\n", "carotid_reference = np.array(carotid_bmodes[0])\n", "_ = plot_bmodes(\n", " [histogram_match(np.array(image), carotid_reference) for image in carotid_bmodes],\n", " [\"Delay-and-sum\", \"Minimum variance\", \"ABLE\"],\n", " extent=image_extent(carotid_parameters),\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "ABLE recovers most of what minimum variance offers over delay-and-sum, at a fraction of its runtime. The covariance inversion is gone, replaced by a handful of 1×1 convolutions. As you can see the difference on in-vivo data is not as pronounced as on the phantom. Although looking at some smaller features (which need the improved lateral resolution) shows that ABLE is still able to recover some of the minimum variance image quality.\n", "\n", "A few things to try from here:\n", "\n", "- Tune the minimum variance beamformer by varying `subarray_size`, `diagonal_loading`, and `axial_averaging`, and inspect how these settings affect the phantom and in-vivo images. These settings also determine ABLE’s training target: after changing them, regenerate the MV targets and retrain ABLE, using the same MV settings for training and comparison.\n", "- Train against another beamformer by changing a single word: `\"coherence_factor\"`, `\"generalized_coherence_factor\"` or `\"delay_multiply_and_sum\"` are all registered too.\n", "- Train on more frames, or on a whole dataset with a [zea.Dataloader](../../_autosummary/zea.data.dataloader.rst), which is what makes the model generalize beyond the frame shown here.\n", "- Save the trained weights with `able.save_to_preset(...)` and reload them later with `ABLE.from_preset(...)`." ] } ], "metadata": { "kernelspec": { "display_name": "zea (3.12.x)", "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": "3.12.13" }, "zea": { "tags": [ "beamforming", "training" ], "level": "advanced" } }, "nbformat": 4, "nbformat_minor": 4 }