{"cells":[{"cell_type":"markdown","source":["[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/aalhossary/pyemgpipeline/blob/master/docs/notebooks/ex3_DataProcessingManager.ipynb)"],"metadata":{"id":"UZ5fd9AfbNfv"}},{"cell_type":"markdown","metadata":{"id":"O6L13U15O-5n"},"source":["# Example 3 - High-level, guided processing (using gesture data)"]},{"cell_type":"markdown","metadata":{"id":"0BMH19M1O-5s"},"source":["This example shows the usage of class\n","[DataProcessingManager](https://aalhossary.github.io/pyemgpipeline/api/pyemgpipeline.wrappers.html#dataprocessingmanager),\n","a high-level, guided processing interface with accepted EMG processing conventions.\n","This is the recommended way of EMG processing using this package.\n","\n","The data used in this example contains two files of subject #10 in [\"EMG data for gestures\"](https://archive-beta.ics.uci.edu/ml/datasets/emg+data+for+gestures) from the UC Irvine Machine Learning Repository.\n","In particular, the data was collected in eight channels from the forearm of the subject while performing series of static hand gestures."]},{"cell_type":"markdown","source":["## Package preparation"],"metadata":{"id":"p7sPvPbQQJ0Z"}},{"cell_type":"markdown","source":["We install and import needed packages."],"metadata":{"id":"ulK4A5AaQMm9"}},{"cell_type":"code","source":["!pip install pyemgpipeline -q"],"metadata":{"id":"pjpKFizXQNYw","executionInfo":{"status":"ok","timestamp":1648748188560,"user_tz":-480,"elapsed":3840,"user":{"displayName":"Tsung-Lin Wu","userId":"08812001621921766841"}}},"execution_count":1,"outputs":[]},{"cell_type":"code","source":["import os\n","import numpy as np\n","from matplotlib.figure import SubplotParams\n","import pyemgpipeline as pep"],"metadata":{"id":"QDlmkofeQTil","executionInfo":{"status":"ok","timestamp":1648748189080,"user_tz":-480,"elapsed":556,"user":{"displayName":"Tsung-Lin Wu","userId":"08812001621921766841"}}},"execution_count":2,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"LDjay2PbO-54"},"source":["## Data preparation"]},{"cell_type":"markdown","source":["First download the raw data from the UC Irvine Machine Learning Repository.\n","\n","When finished, the compressed file \"EMG_data_for_gestures-master.zip\" (~17MB) is saved in the \"uci_gestures\" subfolder."],"metadata":{"id":"oXa5SfU8RW5q"}},{"cell_type":"code","source":["!rm -rf uci_gestures\n","!wget -q https://archive.ics.uci.edu/ml/machine-learning-databases/00481/EMG_data_for_gestures-master.zip -P ./uci_gestures"],"metadata":{"id":"bq5OHVsfRXVI","executionInfo":{"status":"ok","timestamp":1648748191991,"user_tz":-480,"elapsed":2918,"user":{"displayName":"Tsung-Lin Wu","userId":"08812001621921766841"}}},"execution_count":3,"outputs":[]},{"cell_type":"markdown","source":["Uncompress the downloaded file. This example will only use two files of subject 10, which are in the archived folder \"EMG_data_for_gestures-master/10\". "],"metadata":{"id":"bKs9C7NGRZMp"}},{"cell_type":"code","source":["# !unzip -q uci_gestures/EMG_data_for_gestures-master.zip -d ./uci_gestures #This command extracts all files.\n","!unzip -q uci_gestures/EMG_data_for_gestures-master.zip EMG_data_for_gestures-master/10/* -d ./uci_gestures #This command extracts only the file needed in this example."],"metadata":{"id":"5tLSDIyscvl4","executionInfo":{"status":"ok","timestamp":1648748192526,"user_tz":-480,"elapsed":566,"user":{"displayName":"Tsung-Lin Wu","userId":"08812001621921766841"}}},"execution_count":4,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"LtoAPxQ-O-57"},"source":["Signal data of each trial should be stored in a 2d ndarray with shape (*n_samples*, *n_channels*), where each column represents data of one channel.\n","Data of multiple trials are organized in a list.\n","\n","First we set up basic information of the data, including data path, channel names, sample rate, etc."]},{"cell_type":"code","source":["data_folder = 'uci_gestures/EMG_data_for_gestures-master/10'\n","data_filenames = ['1_raw_data_11-08_21.03.16.txt', '2_raw_data_11-10_21.03.16.txt']\n","trial_names = ['trial 1', 'trial 2']\n","channel_names = ['channel1', 'channel2', 'channel3', 'channel4', 'channel5', 'channel6', 'channel7', 'channel8']\n","sample_rate = 1000"],"metadata":{"id":"P77Ju4w3fr9H","executionInfo":{"status":"ok","timestamp":1648748192534,"user_tz":-480,"elapsed":24,"user":{"displayName":"Tsung-Lin Wu","userId":"08812001621921766841"}}},"execution_count":5,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"sUKwF0fVO-59"},"source":["Signal data of multiple trials are stored in *all_data* of type list, where each element of the list is a 2d ndarray. Since the raw data provides the timestamp information, it is also extracted in *all_timestamp* of type list, where each element is a 1d ndarray."]},{"cell_type":"code","execution_count":6,"metadata":{"id":"Nowl9TCeO-59","executionInfo":{"status":"ok","timestamp":1648748193854,"user_tz":-480,"elapsed":1338,"user":{"displayName":"Tsung-Lin Wu","userId":"08812001621921766841"}}},"outputs":[],"source":["all_timestamp = []\n","all_data = []\n","for fn in data_filenames:\n"," data = np.genfromtxt(os.path.join(data_folder, fn), delimiter='\\t', skip_header=1)\n"," all_timestamp.append(data[:, 0] / sample_rate)\n"," all_data.append(data[:, 1:9])"]},{"cell_type":"code","execution_count":7,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"R6GSPk3hO-6D","executionInfo":{"status":"ok","timestamp":1648748193856,"user_tz":-480,"elapsed":64,"user":{"displayName":"Tsung-Lin Wu","userId":"08812001621921766841"}},"outputId":"dcbbf3e9-945a-4c1c-cb0a-186df05a4d91"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["[array([1.0000e-03, 5.0000e-03, 6.0000e-03, ..., 6.4554e+01, 6.4555e+01,\n"," 6.4557e+01]),\n"," array([1.0000e-03, 5.0000e-03, 6.0000e-03, ..., 6.3954e+01, 6.3955e+01,\n"," 6.3956e+01])]"]},"metadata":{},"execution_count":7}],"source":["all_timestamp"]},{"cell_type":"code","execution_count":8,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"u8dVdLneO-6G","executionInfo":{"status":"ok","timestamp":1648748193859,"user_tz":-480,"elapsed":62,"user":{"displayName":"Tsung-Lin Wu","userId":"08812001621921766841"}},"outputId":"f51c9f20-a89e-48f3-f067-42009e46f602"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["[array([[-2.e-05, -1.e-05, -3.e-05, ..., -1.e-05, 1.e-05, 1.e-05],\n"," [-2.e-05, -1.e-05, -3.e-05, ..., -1.e-05, 1.e-05, 1.e-05],\n"," [-2.e-05, -1.e-05, -3.e-05, ..., -1.e-05, 1.e-05, 1.e-05],\n"," ...,\n"," [ 0.e+00, 3.e-05, 4.e-05, ..., -3.e-05, 0.e+00, 0.e+00],\n"," [ 0.e+00, 3.e-05, 4.e-05, ..., -3.e-05, 0.e+00, 0.e+00],\n"," [ 0.e+00, 3.e-05, 4.e-05, ..., -3.e-05, 0.e+00, 0.e+00]]),\n"," array([[-2.e-05, -5.e-05, -4.e-05, ..., -2.e-05, 1.e-05, 0.e+00],\n"," [-2.e-05, -5.e-05, -4.e-05, ..., -2.e-05, 1.e-05, 0.e+00],\n"," [-2.e-05, -5.e-05, -4.e-05, ..., -2.e-05, 1.e-05, 0.e+00],\n"," ...,\n"," [ 1.e-05, 1.e-05, 0.e+00, ..., -1.e-05, -1.e-05, -1.e-05],\n"," [ 1.e-05, 2.e-05, 5.e-05, ..., -2.e-05, -1.e-05, -1.e-05],\n"," [ 1.e-05, 2.e-05, 5.e-05, ..., -2.e-05, -1.e-05, -1.e-05]])]"]},"metadata":{},"execution_count":8}],"source":["all_data"]},{"cell_type":"code","execution_count":9,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"0973WSXaO-6J","executionInfo":{"status":"ok","timestamp":1648748193860,"user_tz":-480,"elapsed":56,"user":{"displayName":"Tsung-Lin Wu","userId":"08812001621921766841"}},"outputId":"cabfbb31-f457-4138-c0e6-3653c41713d5"},"outputs":[{"output_type":"stream","name":"stdout","text":["shapes of all_timestamp: (61641,) (61448,)\n","shapes of all_data: (61641, 8) (61448, 8)\n"]}],"source":["print('shapes of all_timestamp:', all_timestamp[0].shape, all_timestamp[1].shape)\n","print('shapes of all_data:', all_data[0].shape, all_data[1].shape)"]},{"cell_type":"markdown","metadata":{"id":"Dpn-e8jKO-6K"},"source":["We also set up the parameters for plotting with an instance of class\n","[EMGPlotParams](https://aalhossary.github.io/pyemgpipeline/api/pyemgpipeline.plots.html#emgplotparams).\n","Note that the whole setting configures the plotting of a single trial. Plotting of all trials use the same setting."]},{"cell_type":"code","execution_count":10,"metadata":{"id":"iPIZXagPO-6L","executionInfo":{"status":"ok","timestamp":1648748193862,"user_tz":-480,"elapsed":54,"user":{"displayName":"Tsung-Lin Wu","userId":"08812001621921766841"}}},"outputs":[],"source":["emg_plot_params = pep.plots.EMGPlotParams(\n"," n_rows=2,\n"," n_cols=4,\n"," fig_kwargs={\n"," 'figsize': (16, 3),\n"," 'subplotpars': SubplotParams(top=0.8, wspace=0.1, hspace=0.4),\n"," }\n",")"]},{"cell_type":"markdown","metadata":{"id":"ILF3w3nGO-6M"},"source":["## Data processing"]},{"cell_type":"markdown","metadata":{"id":"2w49ZkEGO-6N"},"source":["First we create an instance of class\n","[DataProcessingManager](https://aalhossary.github.io/pyemgpipeline/api/pyemgpipeline.wrappers.html#dataprocessingmanager)."]},{"cell_type":"code","execution_count":11,"metadata":{"id":"3BCv5Od9O-6N","executionInfo":{"status":"ok","timestamp":1648748193869,"user_tz":-480,"elapsed":59,"user":{"displayName":"Tsung-Lin Wu","userId":"08812001621921766841"}}},"outputs":[],"source":["mgr = pep.wrappers.DataProcessingManager()"]},{"cell_type":"markdown","metadata":{"id":"WWmIvQNFO-6O"},"source":["We use method *set_data_and_params* to set or reset signal data *all_data*, timestamp data *all_timestamp*, and other information, to the data processing manager instance."]},{"cell_type":"code","execution_count":12,"metadata":{"id":"cCM-h30FO-6P","executionInfo":{"status":"ok","timestamp":1648748193871,"user_tz":-480,"elapsed":60,"user":{"displayName":"Tsung-Lin Wu","userId":"08812001621921766841"}}},"outputs":[],"source":["mgr.set_data_and_params(all_data, hz=sample_rate,\n"," all_timestamp=all_timestamp, trial_names=trial_names,\n"," channel_names=channel_names, emg_plot_params=emg_plot_params)"]},{"cell_type":"markdown","metadata":{"id":"ml3kEwvVO-6Q"},"source":["Note that the above method also initializes five processing steps as default in case they are not set yet. The steps can be examined as follows:"]},{"cell_type":"code","execution_count":13,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"eD0h5jPEO-6U","executionInfo":{"status":"ok","timestamp":1648748193871,"user_tz":-480,"elapsed":59,"user":{"displayName":"Tsung-Lin Wu","userId":"08812001621921766841"}},"outputId":"79c677d8-abaf-4727-89c3-fb6d8ca339a3"},"outputs":[{"output_type":"stream","name":"stdout","text":["---- Current processes and related parameters ----\n","DC offset remover : No parameters\n","Bandpass filter : hz = 1000, bf_order = 4, bf_cutoff_fq_lo = 10, bf_cutoff_fq_hi = 450\n","Full wave rectifier : No parameters\n","Linear envelope : hz = 1000, le_order = 4, le_cutoff_fq = 6\n","End frame cutter : n_end_frames = 30\n"]}],"source":["mgr.show_current_processes_and_related_params()"]},{"cell_type":"markdown","metadata":{"id":"_g010eBDO-6W"},"source":["The data processing manager instance contains instances of all processors (which can be None), including\n","[DCOffsetRemover](https://aalhossary.github.io/pyemgpipeline/api/pyemgpipeline.processors.html#dcoffsetremover),\n","[BandpassFilter](https://aalhossary.github.io/pyemgpipeline/api/pyemgpipeline.processors.html#bandpassfilter),\n","[FullWaveRectifier](https://aalhossary.github.io/pyemgpipeline/api/pyemgpipeline.processors.html#fullwaverectifier),\n","[LinearEnvelope](https://aalhossary.github.io/pyemgpipeline/api/pyemgpipeline.processors.html#linearenvelope),\n","[EndFrameCutter](https://aalhossary.github.io/pyemgpipeline/api/pyemgpipeline.processors.html#endframecutter),\n","[AmplitudeNormalizer](https://aalhossary.github.io/pyemgpipeline/api/pyemgpipeline.processors.html#amplitudenormalizer),\n","and\n","[Segmenter](https://aalhossary.github.io/pyemgpipeline/api/pyemgpipeline.processors.html#segmenter).\n","All of them can be set or reset.\n","\n","For example, we reset the\n","[BandpassFilter](https://aalhossary.github.io/pyemgpipeline/api/pyemgpipeline.processors.html#bandpassfilter)\n","processor with different parameters and show current processes again."]},{"cell_type":"code","execution_count":14,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"iUd385WiO-6W","executionInfo":{"status":"ok","timestamp":1648748193872,"user_tz":-480,"elapsed":50,"user":{"displayName":"Tsung-Lin Wu","userId":"08812001621921766841"}},"outputId":"ba325d3f-18d0-4a50-9b86-48b829500bcf"},"outputs":[{"output_type":"stream","name":"stdout","text":["---- Current processes and related parameters ----\n","DC offset remover : No parameters\n","Bandpass filter : hz = 1000, bf_order = 4, bf_cutoff_fq_lo = 5, bf_cutoff_fq_hi = 470\n","Full wave rectifier : No parameters\n","Linear envelope : hz = 1000, le_order = 4, le_cutoff_fq = 6\n","End frame cutter : n_end_frames = 30\n"]}],"source":["mgr.set_bandpass_filter(pep.processors.BandpassFilter(hz=sample_rate, bf_order=4, bf_cutoff_fq_lo=5, bf_cutoff_fq_hi=470))\n","mgr.show_current_processes_and_related_params()"]},{"cell_type":"markdown","metadata":{"id":"QYL0zDBUO-6Y"},"source":["We then set the\n","[AmplitudeNormalizer](https://aalhossary.github.io/pyemgpipeline/api/pyemgpipeline.processors.html#amplitudenormalizer)\n","processor, which will calculate the maximum amplitude of each channel across trials for normalization."]},{"cell_type":"code","execution_count":15,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"8gcHme6yO-6Z","executionInfo":{"status":"ok","timestamp":1648748193872,"user_tz":-480,"elapsed":46,"user":{"displayName":"Tsung-Lin Wu","userId":"08812001621921766841"}},"outputId":"eeb0dd4e-fb9e-47f5-b147-a0539ccd3a20"},"outputs":[{"output_type":"stream","name":"stdout","text":["---- Current processes and related parameters ----\n","DC offset remover : No parameters\n","Bandpass filter : hz = 1000, bf_order = 4, bf_cutoff_fq_lo = 5, bf_cutoff_fq_hi = 470\n","Full wave rectifier : No parameters\n","Linear envelope : hz = 1000, le_order = 4, le_cutoff_fq = 6\n","End frame cutter : n_end_frames = 30\n","Amplitude normalizer : No parameters\n"]}],"source":["mgr.set_amplitude_normalizer(pep.processors.AmplitudeNormalizer())\n","mgr.show_current_processes_and_related_params()"]},{"cell_type":"markdown","metadata":{"id":"vaREoTJ8O-6a"},"source":["The *process_all* method is responsible for applying all processors in the predefined sequence. With the parameter *is_plot_processing_chain* being True, the original data and intermediate data after each step will be displayed."]},{"cell_type":"code","execution_count":16,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":1000},"id":"YthuPy4eO-6a","executionInfo":{"status":"ok","timestamp":1648748220747,"user_tz":-480,"elapsed":26909,"user":{"displayName":"Tsung-Lin Wu","userId":"08812001621921766841"}},"outputId":"4b43ff4f-a688-442e-b822-71c1aefce297"},"outputs":[{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"iVBORw0KGgoAAAANSUhEUgAAA7YAAADmCAYAAADhnBnyAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjIsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+WH4yJAAAgAElEQVR4nOzdd3hU1dbA4d9KI/TeW+hVQUCKgoAgoqjcq2IveO3dq1c/FAVUVOxerwUVxY69IB2l19CkdwgQOgmEkF7298cUJsnUzCQzk6z3eXzMnDnnzD7D7JmzdllbjDEopZRSSimllFLhKiLYBVBKKaWUUkoppfyhga1SSimllFJKqbCmga1SSimllFJKqbCmga1SSimllFJKqbCmga1SSimllFJKqbCmga1SSimllFJKqbCmga1SSqlyTUSeEZFJgd7Xi3MZEWnt5vl7ReQdH895s4jM8XLfcSLytS/ndzj2TRG5vzjHKqWUUiVBdB1bpZRSZYWIjASeAFoBp4FfgaeNMaeCWS5nRMQAbYwxu5w8FwPsBnobYw6KSBywF4g2xuQG6PXHAa2NMbe4eP1vgR5Ac2CgMWaBw/MNgXiglTEmOxDlUUoppfyhPbZKKaXKBBF5AngVeBKoDvTGEpTNtQZqzo6JKr0S+mQ4sM0Yc9DbA0rgWpYAtwBHCj9hjDkMbAOuCvBrKqWUUsWiga1SSqmwJyLVgOeBh40xs4wxOcaYBOA6IA5LgGYbfvuTiHwtIqeBkYWH5IrIbSKyT0SSROQ5EUkQkcEOx39t/TvOOpz4dhHZLyInRGS0w3l6ishyETklIodF5D1XAbYTlwELHR4vsv7/lIicEZE+IjJSRJaKyNsikgSMs25b4lCG/4rIARE5LSJrRKSfNy9ujMk2xrxjjFkC5LnYbQEwzMvrUUoppUqUBrZKKaXKgguAWOAXx43GmDPADOASh83DgZ+AGsA3jvuLSEfgA+BmoCGWnt/GHl67L9AOGASMEZEO1u15wL+BOkAf6/MPeHk95wDbHR5fZP1/DWNMFWPMcuvjXsAeoD7wkpPzrAK6ArWwDC3+UURivSyDJ1uBLgE6l1JKKeUXDWyVUkqVBXWAEy7mnx62Pm+z3BjzmzEm3xiTUWjfa4E/jDFLrHNHxwCeklE8b4zJMMasB9ZjDfaMMWuMMSuMMbnW3uOPgP5eXk8NINWL/Q4ZY/5nfY3C14Ix5mtjTJL1+TeBCliC8EBItZZTKaWUCjoNbJVSSpUFJ4A6LuaZNrQ+b3PAzXkaOT5vjEkHkjy8tuMc1HSgCoCItBWRaSJyxDrs+WUKBtjunASqerGfu2tBRP4jIltFJEVETmHpgfa2DJ5UBUIuKZdSSqnySQNbpZRSZcFyIAu42nGjiFTBMl/1L4fN7npgDwNNHI6vCNQuZpk+xJJgqY0xphrwDCBeHrsBaOvw2FWZXV6LdT7tU1jmGdc0xtQAUnwogycdsPRQK6WUUkGnga1SSqmwZ4xJwZI86n8iMlREoq1L5PwAJAJfeXmqn4ArReQCa6KncRQ/EKyKZcmhMyLSHvBl3dcZFBy2fBzIB1r6+Pq51mOjRGQMUM3bg0WkgsN83BgRiRURx/eiPzDTh/IopZRSJUYDW6WUUmWCMeY1LL2ib2AJKFdiGao7yBiT5eU5NgMPA99h6b09AxzD0hvsq/8AN2GZi/oJ8L0Px/4BtBeRRtZypWNJDrXUmmW5txfnmA3MAnYA+4BMPAxdLmQ7kIEledZs69/Nwb6ObUfgNx/Op5RSSpUYMcZTTgyllFKqfLIOZT6FZTjx3lJ+7XuAjsaYx0rzdb0hIm8Cu40xHwS7LEoppRRoYKuUUkoVICJXYpmTK8CbWJbU6Wb0B1MppZQKWToUWSmllCpoOHDI+l8b4AYNapVSSqnQpj22SimllFJKKaXCmvbYKqWUUkoppZQKaxrYKqWUUkoppZQKaxrYKqWUUkoppZQKaxrYKqWUUkoppZQKaxrYKqWUUkoppZQKaxrYKqWUUkoppZQKaxrYKqWUUkoppZQKaxrYKqWUUkoppZQKaxrYKqWUUkoppZQKaxrYKqdEZKSILAl2OQoTkc9FZHywy6FUadL6qFRo0TqpVOjQ+qhsNLBVYUtEYkTkJxFJEBEjIgOCXSalyisR6S0ic0UkWUSOi8iPItIw2OVSqrwSkY4islpETlr/+1NEOga7XEqVdyIyxnrfOjjYZSlrNLBV4W4JcAtwJNgFUaqcqwl8DMQBzYFUYHIwC6RUOXcIuBaoBdQBpgLfBbVESpVzItIKGAEcDnZZyiINbBUi0lREfrH2siSJyHsOz71hbendKyKXOWy/Q0S2ikiqiOwRkXsdnhsgIoki8oSIHBORwyJyh8Pzn4vI+yIy3Xr8SmtFtz3f3qHnZ7uIXOes3MaYbGPMO8aYJUBewN8YpYIgjOvjTGPMj8aY08aYdOA94MJAvz9KlbYwrpOnjDEJxhgDCJbfydYBfnuUKlXhWh8dvA/8H5AdkDdEFaCBbTknIpHANGAflp6Wxpxt0e0FbMfS0vsa8KmIiPW5Y8AVQDXgDuBtEenmcOoGQHXr+e4E3heRmg7P3wA8j6WXZxfwkrU8lYG5wLdAPet+H4gOn1LlQBmrjxcBm728dKVCUlmokyJyCsgE/ge87Ot7oFSoCPf6KCIjgCxjzIzivQPKEw1sVU+gEfCkMSbNGJNp7QEF2GeM+cQYkwd8ATQE6gMYY6YbY3Ybi4XAHKCfw3lzgBeMMTnWCnwGaOfw/K/GmHhjTC7wDdDVuv0KIMEYM9kYk2uMWQf8jGXYhlJlXZmojyJyLjAGeLLY74RSoSHs66QxpgaWm/aHgHX+vBlKBVnY1kcRqYqlYenRgLwTyqmoYBdABV1TLF8GuU6es89bNcakWxu+qgBYh3iMBdpiaSCpBGx0ODap0DnTbccWPneh55oDvawtzDZRwFc+XJNS4Srs66OItAZmAo8aYxa72k+pMBH2ddJavjQRmQgcF5EOxphj7vZXKkSFc30cB3xljElwcW0qADSwVQeAZiIS5eKLoggRqYClReo24HdjTI6I/IZlDk8gyrPQGHNJAM6lVLgJ6/ooIs2BP4EXjTHaGKXKgrCuk4XYbugbYxmaqVS4Cef6OAhoIiIPWB/XBX4QkVeNMa8GoCwKHYqsIB5LZrYJIlJZRGJFxFPClxigAnAcyLW2hA0JUHmmAW1F5FYRibb+d76IdHC2s4hUEJFYW7ms5Q/El5VSwRC29VFEGgPzgPeMMRMD9PpKBVs418lLROQ8EYkUkWrAW8BJYGuAyqJUaQvb+oglsO2MZRhzVyxZy+/FkkxKBYgGtuWcdS7ClVgyJe4HEoHrPRyTCjwC/IDlR/ImLMsIBKI8qVi+cG7AUumPAK9i+VJyZjuQgaUFerb17+aBKItSpS3M6+NdQEtgnIicsf0XiHIoFSxhXidrAFOAFGA30AoYaozJDERZlCpt4VwfjTFJxpgjtv+wZCk/aYzR38kAEmNMsMuglFJKKaWUUkoVm/bYKqWUUkoppZQKaxrYKqWUUkoppZQKaxrYKqWUUkoppZQKaxrYKqWUUkoppZQKaxrYKqWUUkoppZQKa1HBLkAg1alTx8TFxQW7GEqFpTVr1pwwxtQN1Pm0PipVfIGuj6B1Uqni0vqoVGhxVSfLVGAbFxfH6tWrg10MpcKSiOwL5Pm0PipVfIGuj6B1Uqni0vqoVGhxVSd1KLJSSimllFJlRHJaNgkn0oJdDN79ayc3fLyc/HxDVm4exhifz3HH5HhenbWtBEpXNsWNmk7cqOl8tWIfZ7JyAdiQeIqlu04EuWSlQwNbpZRSSimlyoj+r89nwBsLgl0M3pq7gxV7krlm4jLaPTuLp37a4PM55m8/zocLdpdA6Ure4ZQMsnPzg/Laz/22iTG/bQLgqveWcvOklUEpR2nTwFYppZRSSqkyIjUzN9hFKGDd/lMA/LgmMcglKT2ZOXn0eWUeT/20PmhlSE7PLtZxGdl5XP/RcrYfSQ1wiUpeQAJbERkqIttFZJeIjHLyfAUR+d76/EoRiXN47mnr9u0icqnD9s9E5JiIbApEGZVSSimllFLB9/nSvXy7cn+wixEQJ9OyOZySUWBbVo6lp/avbceCUSQAijHyG4D4hGRW7k1m/PQtgS1QKfA7sBWRSOB94DKgI3CjiHQstNudwEljTGvgbeBV67EdgRuATsBQ4APr+QA+t24LutUJyRw7nRnsYqhi2peUFrbDWJRSSimliuPXdYms3JMUlNd2dd91OCWD//65k3F/bOGZXzd6fb6OY2YRN2p6oIoXUOe9OJc+r8wrsM1giSolGAXyk63MxQ2MgykQPbY9gV3GmD3GmGzgO2B4oX2GA19Y//4JGCQiYt3+nTEmyxizF9hlPR/GmEVAcgDK57drJy7n8ncXB7sYqphunrSSV2dtI+lMVrCLopRSSilVKv79/Xqu/3hFqb9u0pkslwmfHv52HW//ucPnc6Zn5/lbrBL34Ddr7X/bgkJLuBMcWbm+v2d5+YbPlu4Fzgbn4SQQgW1j4IDD40TrNqf7GGNygRSgtpfHhoQTZ4o3Tl0FX4b1yzA//OqnUkopLy3ccZwp8WVjaKNSxbUvyXM25IU7jhcZOhtI7u63soKUTMmd3Lx8r943Zw6eOvs+Tt94GLDMr33ud8tMyohSjGvnby847HnFnmTyfLz5nbr+IAu2Hwdg6a4kViWERB+j18I+eZSI3CMiq0Vk9fHjx4NdHBWCgthYVu5ofVQqtJSnOnn7Z/E8/Yv3QxuVKm2lUR93Hj3jcZ/bP4vnineXlMjrg/v7rlC8J3t99nb6v76AxJPpPh870xrMOvph9QGmbbBsL80e2w/m7yqy7a252+1/exOkpmUV7OUdMXG5/wUrRYEIbA8CTR0eN7Fuc7qPiEQB1YEkL491yxjzsTGmhzGmR926dX0sum+MMcVag0sFm+VLJRyHVISb0qyPSinPtE4qFTqCVR9H/7qRYYWm1CWlldxIRHehXCADvd3Hz5CW5X8G6GW7LfOQkwI0OjPfoZe0NON4ZyHK+/PPznUuK8m63AlEYLsKaCMiLUQkBksyqKmF9pkK3G79+1pgnrFEiFOBG6xZk1sAbYD4AJSpRAx6cyEdx8wOdjHKhUA2INi/Q4MY136wYBe7joVf2nSllFJKhY+5W44W2fbNyv1sPnSar1fsIzUzp8TL4C54DWSgN+jNhYyc7H/YYE/0VIzCObtddbz+0uyh9vRav67zqe8wLPkd2FrnzD4EzAa2Aj8YYzaLyAsicpV1t0+B2iKyC3gcGGU9djPwA7AFmAU8aIzJAxCRKcByoJ2IJIrInf6W1V97TqSRkeP9ROz9SekcSPZ9WEN5l5KRQ7cX5zLDyfAOfwQrrs3IzuO1Wdu5NsyGcyillFKenHHoMTuTlcuGxFNBLE35tv7AKb5ffcDl88/+tolzxs0p8XK4i6/+PhDYz8eqhJN+n8Oe6MlNyTNz8sjNKzo/2NNoQNuyP6p0BGSOrTFmhjGmrTGmlTHmJeu2McaYqda/M40xI4wxrY0xPY0xexyOfcl6XDtjzEyH7TcaYxoaY6KNMU2MMZ8Goqyl6aLX59PvtfnBLkbYOZCczsn0HN53MlegOEIlbXlGGGT0U0qpcJeeXXRo4pGUTOJGTWd9gG+qy7tdx87QeexsfrAGU/d+tZqr3ltKpg+dACpwUjIC3xublZvH3hO+JVYqyV7KHUdTWbb7BGOsyZkC4WwGY9f7tH9uFtd9VLSD4kBy0SRcjudJDcBQaW+5C8z99eXyBHq9/GeJnT9QooJdgHBmG9dfuYK+jSUhUFmMbV8wwZpjG4qJEpRSqqwa8vYilvzfxQW2LdppSdTz5fJ9vNm0RjCKVSbtPm5JVDR3y1Fy8vJZussyVzEnL5/Y6MhgFq1cyi+BFvxnftnEz2sTWT9mCNUrRXt1TKACLGfzZ4e8vSgg53bk7bu2dn/RhrGvVuwLbGGCLDXTeSA+5vfNpVyS4tGIzA+dxlrm2yZMGOZ2vw2Jpzi3if6QeivQgeDR05b1a4PdY6upq5RSquQlnswg8WQ6TWpWsm87m2rB8zexMYb4vcl0a16T6MiwXzyiREVHWt7Z7UdSC8zt1OX1guOY9X4nkJbtPgFAWnZukcA2Jy+fSBEiCq9p48N93M6jqbSpX9Xpc6v3+T/M2Bu2vC6BuP+MGzXd/5MUU7wXWY+NMW7nQL82u+j6w+GUOFe/sT3wZvhFgod9rnpvKc/8GjpLEBw8lcHU9YeCXQyvzdp0pFSSHZS07BBcu00ppcqivq8WnAYkZ4fueBS/N5nrP17BS9O3lkDJyhZb4L+/UD6RcLoRLkucBSX+cjdMt83omYz+reiQYF8CxH//8LfL506keheoB2roe0kO5fXXrmOpvPPnDr/P46nRyVnV/WNDYHPelCQNbD14eUbRH7b9SekFgtnkdM/pwb9duZ9/frCUwW8ttG9Ly8olx8lE9JL2+Pd/88iUdSUyFyOQzmTlsPv4Ge77eg1P/LDe7/OVxBAdX70/fxf7kzShmFJKBZKzxs/XHW7yI7yPa5m56QgAny9LCEDJyraoCOe3kdpjGxwl8b7bRjm4GqI6Jb7oEjKBCg+f+NG7e7/x07f49TrezLENtsFvLeKdP3f63dFTnEYnx5hn6+HTfr1+SdPA1oMTZ4q2Fl30+nwGvLGgwLaZGw9zOKXoBHJH6/afYtexswtndxo7m1smrQxIOX2xcq9lqIJjkB1K8q2x/oHkDJ7+2dLTvS8AwaBjXd6flM7pIPQCvz57Oxe9rgnFlFIqkCbMLNpT9f783bwyc6t16J1lm6cGTmOMBrQ+iIlyHgmEQkOyCqwhby9i2oZDLNl5ghf+8C+QDLSvV/i3Pquz5X5W7EkibtR0jqVmFtj36V82+PVa/vJ3HeBkP9cvXrLzhF/HlzQNbD3w5uNjDNz/zVr6vDLPPhwiz8tmM1uQGQzHvRziUdomLjq7mLRtvkBuvv89246V+aLX5/OP95f6fU5VfuXm5RM3ajqvzQr80C/l2n9+XB/UOUwqNC3fk+R0+0cL95Cbb+xDDD3FW684CZCV73wNbE+lZ7N0V2jfMIcDZ8vR+Mvxn/Khb9dxy6cr+WzpXqcdPza+BF+h0AbibLmfz5bsBWDtvoIJo6bEu15OqTT426nc8+W/XD7nqjf3rblnh0B7M9pzwsxtjJwc7/LzuHx3EkluPj/+0MDWA28q5zUfLrP/bftx/cghOHPG3RdCeTfdyVh+WzvB/qR0/vX5qmItnbNwx/ECj/cc9y19fXHk5Rse+nZtib+OKn3Z1i/sDxY4r+un0rMDvl6fgp/WJBZ4nJXrfG1BVb64+6WetHgvXy5PAGDq+kNuh+J9vGhPgce6TFvxHE/NKjBCzZPbJ6/i5kkrdZkgP/k6FNmb4MLVKXuMd730y/LdzhuagiEv35CV6/5zZbtG57f8IRB5O7BlIi8sEL+DR05netznPRdLcV785gLu+2oNABMX7mbB9uO8Mcf5nOAbP1nBCCdLJwWCBrZuZOXmscbHjGxnMnNZuOM4b8ze7nKfkZPj3X4hqKL2nkjj1VnbGD99C/O2HSsSpIaqhKQ0/tx6rMj2NftOsv1IahBKpEqCs7nyT/60QUcFlCBbcNLu2VlcO7FkfiBV+HDXCP3qrG0Flunw5ea/w5hZLAqT35tgOO1i3uWwd5f4NN1pm3XeXij03oUzX+dPdndxL5qdm8++pOI3/vvSG1fS/+a3fxZPu2dnselgipsyWIciO2yzfaXk5YdWMrSr3nN+X3HgpPvpkN7IzfPuOr9YlsDPDo3Mh05lsOd4GrM2Hymw38SFRRv+P7R2BpRU55IGtm5M/dv3zMG5+fnc/lm82x/OBdtD50cynIb0fbhgN3OsywmcKcUFr/3h6lbrmg+Xcek7i1i2+4RmSy4D2oyeyaTFe8h3qPiOS194Mn3DYVZ7kaZfnXXTJyvt31/aMx48J9Oy+Wur95/1kuLL8Dxfb1JdDXMu71Izc7hj8qqAnMs2dNlFLipVysb8von+ry/gZFq2V4HnwVNng6qkM1k+NR5tKcFkRMYYlliHuF/xvyVO90lJz2G3NchybB9Lt47WePDbtUUyP6dk5AQ8+eufW446nb+amZPHK04S2RYWiNVDkrycfzt26mae+HG9/bvUsfGv8D3trmOpxI2azmLrWuKvOkzfKon7X/0KcSO9GEOQXp/luqfWX5k5ecSNms7Y34umVgfLjbSrIQo2GxKL3gCGUkuUt0Mp/uNlpjxHxsA3K/f5HBTn5Ztiv0eehrLf9MlKbvus9BOIlXdZuXl8sSzB67nwztz/dcEh5uOnb+XdeTsB2JjoumW4sA2Jp3jw27Uh3eu4Yk8S87cVHXkQTP4GGxsST4XUd1+4emHaFu78YnXQczZE+DCnr6Qz9rYZPYNPCg1pLote9SK/QG5evsd6lpKeQ06erccshNPShrjcvHzSAjB0Pjcv3x6opGXnejV17sIJ8wBYvPM43cf/ybwQ+b341DpP1sbZZ7HgUlVCfr4hP9+w2CHI/HZlweRUXZ6fwwPfrA1oIqW7vlzNLZ8WHI6fl2+4Y/IqPnLxfXLsdCbXf7Scb1buc9mT68ybc7bT7tmZRbY//YtvS5Pe+cVq/j5wqkBAXHiu/KoEy8jXWz+NLzKV6Kr3ljBn8xE+WOB8eHNxRAXsTGWQYwuUtw6leB6fXliX5+fw5b960qVpDbf7PfrdOgC+WL6PPq3qMLRzgwLP3/3lagASJgxzeQ5nH3xjQifFeSCSaRljGDt1Mzec34wmtSrat79tXf9rdYJvw8tbPTODNvWqMPfx/uTlG2ZsPMywcxoWXZDcCW8SaKzYoz11xZGdm8/cLUe5/JwGHhsQjDFM23CYP9YfokPDagD896+dbD+aysv/PKdYr+9sOPw7f+6kckwUL3nRumrjWCfTs3OpFBN6X8s3fLwCcP/dEk6um7ic+IRkXv7nOZzJyqFv67p0bFQt2MUKS/HW7+ydR1M5cDKdbs1qlthrZWTnsXDH8SK/feDbb5jxcc7c8dQsflh1gFb1KlOvaixNa1Vyu39OnuGlGVu5+6KWPr1OcR1ITqd+tVhiokq3r2LnUc9zaFuPnslL/+zMzb2au9xn6H8X2f9u++xMHrm4NbddEEedKhW8LktOXj4nzmTRsHpFzzuXUa+5mQLnjjGG5//YQvWK0cRERfC6w3l8aTCCs4mW1uwr/fuakZPj6dmiFrf0bk78nmS2Hj7Nm3MLzvEcMXE5oy5rz8xNR3jm8g5ERkiB5KSfLd3Ltyv3U7+a58/e3C1HvR6ZNW3DIa44t1GR7clp2Ww8mEL/tnXt29o/N4uf7uvDOU2q8/vfh1w24v68JpGXZ2wlKS3b53vn/81zHkim+djxM2/bsSKNGLmFWg4TT55tOCjcKbXtSCr3WOflPjCgtU+v7Yr22LrhT2+OL1Iyclx+yGxOZ+Ywe/PZCnTf12sCljDlcTeLYzuTk5dfYgk1bg7A8kc3T1rJl8v3cfm7izl33Jwiz+885vvc1p3HzjBn8xEe+GYND09Zx5RV3qWWH/RmaC6pFM6ycvNYlZDMjZ+s4MFv17LAGmDm5OUzafEep8s4/bz2IA9PWcecLUf57187OW5tgS7cChsIhYPax793Xb/yC33HdBxTcAkwb4YW2d6P8qDnS65zEzzxw3qvs6rasq2v3X+Sl2ds4/J3FwekfOWR7b73pkkrufqDZfy42pIxdPOhFA4kB3bN7ud+38R9X69xOldumw85C3ztqP9pTSJP/byBaz5cTr/X5hdY09Gd9OzAT5kxxrBs1wlS0nPYmJjCi9O20O+1+Yz62bIEydJdJwI2Veer5QkccdNY7+3NdOFemsIOF3qNd+ftosf4P4kbNd3rZFJdnp9Dn1fm+XxjXpYUd0pGXr5liav//rWzQFALEOlFA77N9R8tt3cgnEwv/eUUF2w/zmuztvP4939z15eriwS1AKv3neTaicv5dMlepsTvJ+FEWoEsv7Z7gqOnAzsCZfbmoxhjOJOVy8o9SfZhzCMnx3P7Z/FF7qmvnbicR6asY/amI85OB1jW+PV26LArxhhOZ+YwceFudh07U6j3unhsnWw27893n0zXJm7UdOJGTfc48tSTgAS2IjJURLaLyC4RGeXk+Qoi8r31+ZUiEufw3NPW7dtF5FJvz1kaCg9hKEnztrlv9Zm1seiHe+h/F3PbZ/HEjZruVzKq3/4+xKxNR1jmxU3hpoMptBk9kw5jZjH6V8uQheOpWfz7+785le5fBQuUZR6y8W066N18jpy8fB6z9pID3PPVGnvjwvYjqfy27mDxC1kMzm7mcvLy6Tx2dqmXJZiGv7eUEROX2xO7nbEmL3lzzg7GT99KtxfmciA5vUCdKjxMsiQCWld+cfNvM9fJ3MQlu06wYPsxpsTv55xxczzOvR0/bSsjJi5nx9HSS0aWnJZdrBEt/vhh9QGOuRnu+vPaRK8axo45ZH10vOFOy8rl/37a4NVSBmlZufR/fX7Ir+dXGhILJSx58qcN9HttHsPeXUK/1+bz55aj/N9PG9h0MKVAoHf9R8sZN3VzkfOlpOfw1Yp95OcbktMsmcWf+20TuXn59psufwM3f+fGDXhjgctz3DE53v73a26mJmXm5LHXywDZ0a/rDnLTpJV0eWEOV763xH6f8su6g0yYuY2bJ62k89jZPp+3sMMpGTz3+2bu/ML/ObTr9rsOuDw1frR/bpbH8+85fsY+dSxc8m+UhPhijni7/xvXKzd8ttT7++BgLl/pyFnCTmee/W0TA95YwMgAzRN354/1h3hv3i46j53N9R+v4NHv1lnm9lozh3+yuOhQ49mbj/KXiyHdgcqP8/wfWzh33BwmzNzmU7K3kuRvh5DfY95EJBJ4H7gESARWichUY4zj6s13AieNMa1F5AbgVeB6EekI3AB0AhoBf4pIW+sxns5ZpuQbWLf/JOe5GMblbEjrrmNn7On0HedAbExM4Zwm1Yvs766X9b6vLUMB3r3xPK7qUnS4hI1j7+43K/fz4vDOnG/tRencuDojL4jjZJvnB7gAACAASURBVHq2T0OIQtVrs7bxm4sEYl8u38eXy/cRHRnBoA71iI2OLLFyGGNo8fQM++PfHryQrk1r8PvfB4mJjOBMVi6Pff83/zivcYmVIVTk55siPTOPfLeOGRsPM9Paspmbb+j32nwAlj99MQdPZridC7Zs1wlOpudQNTaKDg2rUbeq589uoJJGuFoSwfGH9tqJy10OAc7LN3y1Yh8AQ95eZN/v2OlM6lat4PdC7kCB4GPy0r2cH1erSBIOT0OUdx07w+C3FvLmiC60a1CVUb9s4PmrOtO9ueX7Ljs3n3f+3MGDA1tTuYLzn6U/vRzyFTdqOntfudzptefnG75b5XwNwk7WYKBqbBTPXtHR7WsMeGMBx1OzuOXTlSx/+mLqVKlAdGT5GwDlakTBgeSzwe5d1tb77609uWueHUztKhVYuTeZlXuTua1Pc1IycjiTlUu/NnX57187+WzpXtrWq8L11iHwYBnKZ+sF8ndq9OdLE3h4UBu/zrF8dxIXWYcP5ublcyojhzpVKjDfITnk2v0nWbb7BDd9spIalaL5e8wQnvppPfuS0u1BwOKnBjod2pyTl09qZi61KscAloBNwG2GZscMpAkn0hg5OZ4f7u1DvWqx9u3HTmdSr1osa/Ylc82Hy7muRxOqV4xmeNfGdG5cnUmL9zB++lZmPtoPgM2HnDcEF7c3+uNFu3l5xjY2P38plStE2b+r3dlxNJW29asCZ78rHhjYmirW7wrH97yXkzU6v7+nN6/M3Mak23vY702+XJ7A+XG1qF0lhnpVY4scE05OZ+YQ7UfWLXfDaT9aWDpzxQ+eyqBidCQHktOpWSmGiAiIKWPfqY49yDM2HmGGQ4eVp1ENJeXzZQlBed2SJP4mzxCRPsA4Y8yl1sdPAxhjXnHYZ7Z1n+UiEgUcAeoCoxz3te1nPcztOZ3p0aOHWb16tbtdAEtLaUxkBAdPZRATFUH9as6/1IKRMXjjuCHEREUQHRFBnjFEiBAZIXR5fo5XPQkAt/Zuzu0XNKdOlQrUqBRDbl4+2Xn5JJ7MYMjbizwe//uDF9KuQVUiRIiKEPtc0m1HTjP0He+G7M16rB9t6lUlfm8y58fVJDsvnwpRkURGCMYYsnLzScnIISM7j0Y1KmIwVIiK9Ok9d3bzuulgisvMd67OYSubTVau5fPhGEx64nhjn5qZQ4WoSDJz85wOhfZ0fFpWLjl5+dSoFENmTh6zNh3hMTfDWW22vTjUHmDbhqlH+fDDICJrjDE9vD7AA2/qY16+Id8Y8vINFaIimL/9GL//fYjfrQ0KX9/Zi4oxEczdcox/nteYKfH7S+2L+PFL2vLW3B08eWk7OjeuzovTtnB+XE3+0bUxR05n8uh33g/h3/z8pSSnZZOSkUNkhFCnSgWS07K59B3P9dHmm7t60aJOZSbM3MaR05lUion0KcP6lV0aMXPjYZrWqsT0R/pSISoSwZKRcsuh00xctJv0rDweH9KW0xk5fLZkL1d1bew0Xb8rXZpU55nLO9C9eU2W7U7i+9UHiN+b7DKxUP+2dYvMVZ760IUcSM7gr21HuatvS/Ynp9sb3rw1tFMDhnZuwLYjqfbyrxo9mN6v/OXVFJPJI89n86EUflidyBND2tK0ViU6NKiGiKVX4vbP4t0e36ZeFW7u1Ywth0+Tm29oUqMiSWnZDO3cgEgRujWv6bExLND1ETzXyYQTadz62UoOJGfw4319GOEmoVnf1nXs2UaD5boeTZi58QgPXtyaCTM9JzJydP+AVny4YDeNa1Qs9dEHhTWsHsvhlExiIiN487ouPP7D3/ZkSqGmS5Pq9GxRi3X7T7Hah+UQ77moZZE1gv3Vu2UtKkRF+r3835sjunBN9yZu9wlGfQR4Y/Z2OjSsRqWYSO74vGDPYs1K0dw/oBUvz/Dts69UqPMmn4erOhmIwPZaYKgx5i7r41uBXsaYhxz22WTdJ9H6eDfQC0sQu8IY87V1+6eALU2X23M64+lLIvFkOn1f9dw6qFRZ46oHy1EwAttwWm5KqUCZPPJ8Brav53afYNxInzN2NqnleCinKr883UgHoz7uS0qj/+sLAvmSSoWFnS9d5nEUlKs6Gfb9/CJyj4isFpHVx4+7b7UrvDyHUuVFIIakevk6XtdHpcqrrFJcu9qXOqlBrVIly5f6aJtqplR5k55V/AS1gQhsDwJNHR43sW5zuo91KHJ1IMnNsd6cEwBjzMfGmB7GmB5169Z1tovdC8M7eboWpZQffKmPSpVXgzq4760NJK2TSrnXvkHVUnstX+qj4xIwSpUnfkwZD8g6tquANiLSAkvweQNwU6F9pgK3A8uBa4F5xhgjIlOBb0XkLSzJo9oA8YB4cU6fndesJgkThpGfb4iwzvXMN5a5ox0aWNYwdFybNBjDJB3nSRpjMMZSpjdmb+e9+d4tYLzn5cvJN4a35u7gtj5x1K9mSSJzMi2b816c69U5Nj1/KZVjLOU4fiaLFXuS6dSomk/ZyhY+OYAalWKoXjG6yHM/rD7AUz9t4OrzGvPGiC72fw9f57UaY+y9kXn5xp6a3pd/u50vXcb0DYeJjoywr4l69HSm0yQUrux5+XK2HD7NyfRsbv00njdGdGFIp/o+z7Hdcug0DarHUrNSNNuOpFK7SgxJZ7K57L8F5zZf1aURU9cfcnoOYwwr9iRzMj2byzp7XuM1mBImDGPzoRSe+XUT24+cJjMnn+a1K1GvagVu6tWM6MgIvlq+j2u7NyElI4fx071fHzZQGlSL5cjpTK7p1oQ7LoyjbtUK3PvVGp+WVvjmrl72jL3VK0Z7PV/e0Y7xlzH0nUVUjIl0mdDFG9teHMrmQ6fZkHiKDg2rsTExxeW6u4Pa13OZlbGwRwa1YVD7enRqVI0/tx5j/rZj9oRB7lSKibRnNAX464n+9u+Za7o14d7+LXlkyjqflnPp3rymPWt2ccx8tF+BOvfcFR1ZtuuEy/eifrUK9uUhalWOITktm4m3dGft/pN8uTyBc5vUIH5vMk9e2o4HBrQK2Tq55+XLGf3bRqbEH6BGpWhOBWHJDl9c270J/drU8Wm+e6BUqRBVpjLwFq6H5cmsxy4KdhGcioqMYNuLQ7l24jJev7YLN3y8oli/HeGgTpUYTpwJjZU1VPD5k4zR7zm2ACJyOfAOEAl8Zox5SUReAFYbY6aKSCzwFXAekAzcYIzZYz12NPAvIBd4zBgz09U5PZXD2+RR3gpGYOtqnsf6A6cY/v7SItvv69+KiQt3M7RTAyIjhb+2HmXbi5e5PL+7a1rz7GCmxO/ngQGtCwT4jkb/upFvCi2V8vq157IhMYVzm1SnX5u6/LH+EHf1a1Gsmzdf3nN3c2K8Pc+q0YNdZsHtMf7PAtmmC7uwdW2u6daE4V0bu1zrzdtyuLuWzJw8+5IHIy+IY9xVnZye25vJ9u4EY46tr7xt/BA5mzn1jRFdiiwK7uh/N55HvzZ16PrCXM5pXJ0/Hu4bsHIAXN+jKa9eey4D31jA3hNpjLwgjs+XJbDoyYFERQoXTJjn9Ljb+jTn2WEdiYkq+AWflpVLp7GzGXtlR27s2cz+2RjaqQGzNh/h3RvP49e1iTw6uC1t6lUhPTvPq0zPny7Zy4vTtvD3mEuoUSnGvv1YaiY9XyrayLNj/GWkZ+eycMdxhp3T0Gmisn1JaeQbqBgdSe9XLOf414Ut+GzpXu7u14LRwzpyKj2bb+P307VpDbo1syRV2n38DMPeXcyMR/rRsm4VTqZlM2XVfrfLpzhKmDCMjOw8Xp21zZ5sbM/Ll/Phwt1F1mm0ub1Pc75Yvo+ODasx49F+vD9/F6/P3s6L/+jMrb2bF9jXse49fklbHvEzw64zwUpWA5a11atWiOLEmSxiYyKJELFnoAXsa4vGRvuW8A/g4Ytbk56dV2A5PccG3fbPzSQzJ58nL23n9N+qf9u6PDCgFY1rVqRh9YrFaswc2qkBt/Vpzk2TVhIdKfZETc6Smbli+4yNnBxvz3CcMGGY23I8OLAVufmGvcfTmGPNRHtn3xZUiolkSvx+Pht5Ps1rVaZaxSj798uNPZvy7LCOHEvNolmtSkxavIdXPCTKsl3TAwNa8dTQ9gDcPGkFS3dZsrD/+fhFNK1ViXbPzrKX29Fv6w4WSFh4dbfG/LL2YIF9/b0/sjUAeePNEV2IjorgkSnr7I/7t6tLnSoVmLHxMA84Wa7mzRFdeOLH9Ux96EJSM3PtDYtrn7uEWpVjOJKSybQNh7izr3f3KsGsjzbGGBbvPEGzWpVIzcwlrk4lKkZbknKu3JvMiTNZPPTtOs8nCkF7Xr68wH3njI2HqRgTyR2lsBRPsNSpUsF+jzmkY337d0JpmXhLN+ZsPup2ScJgiI2OcBvH2JRY8qhQUpYDWyhanumP9KVTo6LL+rjj7pq8DYz+99dOfvv7IM9c3oGnf9nIoqcGBmy5my+WJTDWydqGzgQisHU3QX37kdQCWWsTJgxj4Y7jNK4RS7NalYsEHM68MnOrV+nyPb330zYcIjfPFFjSpzwGtgCrE5LJzsunY8NqnEzP4XhqFj1b1LK/H/P/M4AWdSqzMTGF6CihfYNq9iUmnJn60IWc26SGz+Xw9jPmeHMJlpEFB09m0Kx2JZfnWTrqYhrXqOhzmUqKrYy7XrqMF6Zt4epuTeja1Lf3zBjD1PWHGNq5QYEs5MUphzP/urAFY67saB+RY7PpYAoRInRsVM3teaY93Je6VS3L9tiWWHHlr61HufOL1Sx8cgDNa1cuxpV4Fgo30t7wNaCceGt3++N5247SpUkNajssD9dm9Axy8gwbxw3hX5+v4rY+cZzKyOHSjvULLFvjTzkSJgwjL98w4I35/N/Q9lxx7tkl7orTGPnMrxvJzMnjreu68tC3a5m24TBvjOhCn1a1aVyjIhe/sYA9J9Lsx7w0fQufLN7L05e1597+rZye/8aPV7B8T5LT73VPZbR9B3rSeexsalWOYdFTA4s8l3Qmi/TsPCYt3sOTQ9uzaMdx4mpXttejwykZ9HnFeaNcYVd1acSLwzuzcm8SF7auw0PfruXdG8+jamw0y3cnceMnK9weP/uxi2jXoCqzNh2mXrVYujapUaCOz91ylLu/PPu5fmF4J27rE1fgHHM2H6FXy9pOR5B5Ixzqo6+j3rzx3T29ueFj9/8+AM8O60CnRtU9/lu64ur+pTTuw8f/ozPP/rbJ7T4VoyPJyPFvRMMjF7ema7Ma/Otzy7/5ymcGsfv4GYyBC1vXodOYWaQ5jJqYcndv7vxiVYmNpLC952v3n+SLZQm8es25Xq0bDTD5jvN5efpWdgZ4HnjPFrV45/quNPLi/sdVnQzEUGQVINM89BQtfmpggTXf4krohsqThwe1sa8BGD+6fkDPffsFcV4Htu6c07g6Gw+meNwvykVPK0C7BlXtLfC2/Xyd8zKwXb2ArAPneONV2M6XLiMyRIc2loQecbXsf9eoFGO/gfvunt5ERYj9seNaznf1bekysD2nsW+NQ+44tsBOe7gv/5u3k7v6tSywT2SE2INaZ/xtoCgJsdERZObkExUZwQvDOxfrHCLC8K4lt9bymCsta88WHm3S2cm/r23Y2409mzJ3yzFOnMkiQsTl0m+FDepQPyT/nULBz/dfwDUfLnP63Ph/FvzsXNy+6O+HbTmm6MgIfrzvgsAX0CoyQlj81MXFOnbH+IK9CS//8xz73+/d1I33Ck2cmvt4fxw7EYZ3bcwni/e6nWv9zV29yPOx46Fh9VgWPDnA64ajqQ9d6LKBtnaVCtQGnrfW98vPaVjotbxveGtdrwrVK0UzpFMDACbf0dP+XJ9WtT0e37Z+FQCGdm7o9PnBDu/jz/dfQLdmRRvdbK9dlhV3ioPjVBmwNGC2Hm1ZoOQ8J+9lYXf1bWH/nYuJiiC7FJPjuXJn3xYFRoXY/PO8xjw1tB3bjqTy7K+beO+m8+jatIbHwLZ785os2XWCLk1rsN46DalFncpccW5D/jfPu2mCjw9pB1hGCqZn51K/WmyB35wVzwzi5RnbeOby9lSNtTTAbHlhqMdphJd1bsD/DW3PgDcWeFUOW9ltujWrSbdmljXlt7041KvgdmC7euTk5nPPV2uoX60C/dvW5YfVrtfivbh9PeZtO0bnxtXYdND5VKrqFaP54d4+Xl+DKxrYhoB29avy0/197B9kV5rWquT3zVS3ZjVYu7/g3MC3r+9CpZjw+ih4+rL98b4+JJ5MZ/BbBdcJbVm3MnuOp9kfe/NDcPk5DbiqS/FuyFvVrVKs43zhz1yEsqR3S9c3SI7BTs+4Wky8tTvdrD8Uxb0ZiImMIDuv4A/47Mf6sXJvMpk5eXRuXJ2PbvXcwD/33xdxiXV96TpV3PcUBsvCJwdyOCUz2MWgfYOqBebaJkwYxoHkdE5nFm/e2b8vacujg9ry05oDdGhYeglkyqq3r+9Ct2Y1+M+QttSpUoHGNSvywNdruaZ7E/sUCk+u7taEn9Ykum10dOalf3Zm9K/ub06Lw7bGLECj6rEcSsn0arSOI8tw6bPX07lxdY+/5RERQgTO34Pz42qyKuEkY6/sSOMaFflxTSJztxzlvzec59NoiJZ+/j6NvryDy/n5jgoP5S/syUvb8emSvfahyR/d2p3Hvvvb3kPmxVJ19r+7N6/psTyqoAtb17H/Pf8/A4iKjGD8PzqzfE8SFaIiC+QQcObGXs3sf39wUzfu+tK3XuhHLm7te6GdiIoQcq0NYwL0a1OHxTsLrrX99vVdAUvDzNJRZxu2bPfGI7o3oXfL2jxRaPrSsHMb8tb1XahXNZbTmTmcSsuhWe1KHEhO9zqwtbFMDSo6PahqbDSvXH1Oke01K8cUmOZwTbcm/LzWEkQWNyao5mLkQoQX90Nt6lm+Nwa0q8e5Taozamh7Lmhdh6eGtueTxXvIysm3TwGyeWxwG05n5PDp7efz45oDRfKl3Nu/JY8NalusayksvKKZMHF3vxZ8srhoS5FNzxa1iLfOyQGYck9vj0FtoPxwbx97SxzAvCf6+/3jFopioyNpXa8q5zapzobEsz23854Y4PPQlg9u7u55Jxe8mduoStcP91laBNvWr1KkF8IX15/flK9W7LM/7tu6DrWrVPD5nG3qV+WZy9vz2qztLHiy6JDAUFC4ZTlYfrr/AjqPnQ1A/OhBgKXBz1fPXdGRZ37ZSI2KMcRERfDQxYGfI1teLH5qICfTs+nUqLp9vqvj+7nx+Ut9Ot8Lwztxd7+WTudsu9OmXsk0TMx9vL/9Mzf73xdxOjP4CaMK92QHqzeyQXX33wlNalbkdEaOy5tomwcHtubBga2Zt+0oB09lcmmnBhgsAcrXd/byqiyrnx3sXaFVAb8+YPksxT8ziOjICGpap2Hc0rs5t1gbJJb+38UkJKUV6Si4t39Lvlmxv8C0mcEd6zPt4b7884Ol9rnrnrjby1kDsjMNq8fy3T29+Xblfj5atAcR+OrOXqzck8T11qHU7oLA7+/twy9rExnRvSkREVIksM3LN9Sravm8V4uNppr1nr00Z3PecWEcmTn5vHL1OfbAtrh6t6zleScXulinIcVERTD1obMjTetUqcDTl3UAKBLYntukBj/db/ms3dWvpT2wFbE0SNiOCwQNbAMsfvQg6lWN5bv4AyG5JmDhm4VwDWq9/TL56s5edHm+YGbiHs1rstqPjKmqbJjz7/5+HT/uqk72wFaEAnMHfXXPRa245yLnc+3UWY4JjGw3GcUxvGvjEh0WXZ40rVWpWI0LrlSKiaJdMZZf8ZQvpGeLWvzrwjga13Bf1g9v7sb9DsmIqlSIsid8qxobXWqN0OGg8Dt+Yeva9gRVvVrU4rt7evs0IsZxaPpjg9syYeY2r4Yqg+WmWvmuZR3LPaC7+etRkRG0LtRwNOXu3vRpVdtpQNK5cXW6NatpT6rmj8gIAS+mmI68II7mtStzX/9WbEhMsQ+NtgVhngaAREdGcP35zYpsXzbqYp74YT1XdnE+Hczb6QKBWLpp7JWBW7L0URcJD0trVpstq/yiJwcGfA6xjmF049+Dfe8Wt91stazrev5rdGT5mQ9ZUrz9EXOWKOLru7xrAQ6UW3oX/bIMhEs61ufxSwIzdKM8CPSagJERwvqxQ5j3RH+2PD+0QNClSs6Adrq2oyrK1e3lBdbA6LY+zRnauWGBuffOOEuEOO6qTjqn2onCjQmvXduFfm0sw1oHdajn17JW9/VvRcKEYS5XHFDO1azkW8NLdR/3t/HU4ODLv5u72DDfy8DR9lGrWTmGKff0to8wsh3u6/SB1689l2/v6kWjGhWZck9vl0nH8vK9m09sGwJdkiaPPN/rfYM9/XD50xez7rlLLNnZA7yOtN6JufHo4DZk5+Xx/vzdXu3/1xNne4AaVq/IeochsLalJMC7MeyqqPn/GUCzWpX4eU0il/ow9Kp57UrsS0q3Pw5UBmdvtW9QzfNOxfDJbQFN0FjmfX7H+QEfNlS9YnSxs2yq4nnn+q5u53up8slZ3U6YMIwxv29i2e4kYrwd2qw/z8XWuEZFzmtag8U7T3j/fquAmnhLd/vQ22Dy5T7XuBmM3LZ+Va8SgYqLihsTFYEIjB7W0evyAIzo0dSr/bwYJQ3gMdN+IHg7usGdQMUn/+jaiN/+PsTjl7Tlpl5FO3dKcuSLBrYe3NK7eZHA1lkCpheGdyqQKOjlq89h1uYjZ49pXpOHB7Xh4MkMlu9JKjKhPRg2+zj3KdhsWdyuO9+7LxwbZ9W0XtUKHEstnZtjT0Pktr4wtFTKUd6JSKkNs1Elp0almALr7CoFrm+OHxrYmooxkfT3sqdfvyK857jk1xXnWnILPDCwNYhwUy/3CaNUyahTgnk9burVjAPJ6dzvYokqR+Ou6sTgtxb6/ZodG1bzLrB1UXEjI4S9r5TcaIsaxezx9tdTQ9tx0st1oH0RqBES/zivMb/9fYgrzm1Y6tMENLD1oHBK+6/u7Mmv6w4WCGzXjx1SpNfG2XCQOlUqUKdKBc5tUp12Daryx9+H+GXdwaANTa5cToZOOhsONfWhvmw94jzleKDlO7nfmvZwX6743xJeveYcKsaUbg+yUkqVNYXbD+f/ZwBgmTvoS2ISTfjnvea1K/PGiC7858f19qGesdGROkUmiDw1pPvDcVkrT1rX8z5/SziPYvQmqeKdfVsE/HUfGFA0k7S3//Tv39QtwKUpakC7ekGbvlE+IpsAiX9mEPWqxdKuQVXa1a/KKzMt62J6MxTRMQW9iDCwXT16NK/JTb2aaTKKQu7t37LI2q/+rG1l+8r8+f6z52hQPdZjRsdAKdxaNeORfnRsVI1tLw4t9WHRSilVFhVeAs5xnUZfdGpUnYrRkfalZpQKJ7nOWtJDnLt7aHfDlB2XIfJnPndJ+teFLXjuCt+GQReXu/fKRsSydJEvGteoyMFTGVzdrTG/rD1Y3OKVGp0E4QNbgFKvaiz3ejEUwyZhwjCa1CyaibFqbDQ94oqfcrusKty6/uHN3ejZwo/3yfp9V71icIYvDulUn3ccEgd0bGSZc6tBrVJKBUYgk6E4DrFVKpzkFQpsB3eo53LfVm6SnIaDlc+cXeIp1MLaZ4dZ7mO9CTYDxZse21mPXuRxnyl39y7w2LacUw3rPXSjGhWLHBNKNLD1QYRm5wuKy/xYa7Sg4LRkRkdG8I/zdGkRpZQKB6V5MxruGliHYnZsWDJJEpVvCge2LwzvzCUd67vYOzR0cdOQ5O1c7VDrsLX1IJfmOreeXuri9vW8ykBcOAmVLTP14I71GHtlR+7qF/ih1YGkga0KaRvHDfH7HBFB+IJxpluzGmHfQqqUUmVdtGb09dqFrWszeeT53NpHk0WFAmdDkUd0bwJAk5oFe9qCeUvUvHYleraoxfqxQzjfzchFV6MnqsYWHKERzLjW1jvrqE4VS+9mvWqlN2c/soSi+xeGd6ZPy9p0a1aTOy5sQbUQnz6pc2xVyKoaGxWQ+ce2qh7sNvhfHrgwyCVQSqmy7+8xl/h1vG1pjnFXls7cuHAmIgxs73q4qypdhXtsG1aPZZMXWYVL28InB/p1/Ls3nFfgcTDn2N7VryWrEpKZvfmofdtVXRoBMCxgIw4985SI9PJilqVjo2pMuae35x1DhF/NkiJSS0TmishO6/9rutjvdus+O0Xkdoft3UVko4jsEpF3xfrJFJERIrJZRPJFRBfrLIf+d+N5zHikX0DPGeweW6WUUiXP3+Wg+rWxLA3UvbnmwFDhJTev4I1OKCZV6tHcaajgk8KNKddYe6VDhYgwvGtjokJk9MeO8ZdxbTHeo7tDfNixM/6+46OAv4wxbYC/rI8LEJFawFigF9ATGOsQAH8I3A20sf5nW9BzE3A1sMjP8pWoarFRRTIxFtasVtGkUcqzK7s0ommA3jvbfAFvslcrpZQq367p1phloy7mnCbVg10UpXxSmkNfi2vcVZ2KfeyAdnW5vkfTIturlJPlK4ujWmyUfTkuX40eFn6jVvz9JAwHBlj//gJYAPxfoX0uBeYaY5IBRGQuMFREFgDVjDErrNu/BP4BzDTGbLVu87N4gTH68g50blz0B27DuEtdHiMifHJbD87VH8age+6Kjoy8IK7UlvdRSilV+tY9dwk5+fl+n0dEQj7zp1LOtKpbdP3Y7s1rEiFwz0UtGfP7Zvv2YK0f68/LPnxxmwLLZ4IlcFMWA9vVZf724/bHNStFs8DPYd/hxt9PQ31jzGHr30cAZ6nXGgMHHB4nWrc1tv5deHvIufuilsU6LlQz0a14ehDp2bnBLkapiY6MoKWTL3ullFJlR83KwVnSTalQVrtKBfa8Moyth08X2P7wxa2DUh7xI9VT4cVJXr/2XP+WgyxjJt/Rk7hR0+2P40cPLlYyvAcGtCKumGuBB5vHwFZE/gQaOHlqtOMDY4wRkVKfxSgi9wD3ADRr1qy0Xz4sBubr/wAAIABJREFUac+lKilaH5UKLVonlQodpVEf+7auw5JdJ1j97GCX+/z1RH+nvbuh6Of7L+CaD5cB0KVJwel/I5wMS1ZnFTfD+1ND2we4JKXHY2BrjHFZM0TkqIg0NMYcFpGGwDEnux3k7HBlgCZYhiwftP7tuP2gF2UuXL6PgY8BevTooemBlAoirY9KhRatk0qFjtKojx/f1p1DpzKpU8X5fNv2DaqWSlBbp0oFTpzJKrLd16HIjkOPIwp32Yag4V0bBbsI5Zq/yaOmArYsx7cDvzvZZzYwRERqWpNGDQFmW4cwnxaR3tZsyLe5OF4ppZRSSinlQaWYKFrXKxq4tqpbhZ5xtXj56nNKpRzNajmfp94iTIe4euPDm7vx30JLEanS5W9gOwG4RER2AoOtjxGRHiIyCcCaNOpFYJX1vxdsiaSAB4BJwC5gNzDTevw/RSQR6ANMF5HZfpZTKaWUUkqpcikmKoIf7utDt2b+L7fjjUm3n+90e2y0+/VWw1FN6xJjoXBtHRtWC3YRgsqv5FHGmCRgkJPtq4G7HB5/BnzmYr/OTrb/CvzqT9mUUkoppZRSpa9WOUrm9uwVHWlbvyoD2tUNdlGY8Wi/AgmkyhvNka2UUkoppZQqUYufKptLz1SpEMW/+rYIdjEUGtgqpZRSSimlAuzxS9qy6WAKe06kMem2HjStValY5/n5/gtYvPO45x0VAI8NbkO/NsHvPQ4GDWyVUkoppZRSAfXIoDYBOU/35jULZEdW7j02uG2wixA0/iaPUkoppZRSSimlgkqMKTvL2onIcWCfh93qACdKoTihoLxca3m5TijZa21ujAnY2BUv6yOUn3+/8nKdUH6uNWzqI+hvpBPl5VrLy3VCyV1rsOojlJ9/v/JynVB+rrXUfyPLVGDrDRFZbYzpEexylIbycq3l5TqhbF5rWbwmZ8rLdUL5udayeJ1l8ZpcKS/XWl6uE8rmtZbFa3KmvFwnlJ9rDcZ16lBkpZRSSimllFJhTQNbpZRSSimllFJhrTwGth8HuwClqLxca3m5Tiib11oWr8mZ8nKdUH6utSxeZ1m8JlfKy7WWl+uEsnmtZfGanCkv1wnl51pL/TrL3RxbpZRSSimllFJlS3nssVVKKaWUUkopVYZoYKuUUkoppZRSKqxpYKucEpGRIrIk2OUoTEQ+F5HxwS6HUqVJ66NSoUXrpFKhQ+ujstHAVoUtEYkTESMiZxz+ey7Y5VKqvBKRSiLygYicEJEUEVkU7DIpVV6JyM2Ffh/Trb+Z3YNdNqXKIxG5TkS2ikiqiGwRkX8Eu0xlTVSwC6BUANQwxuQGuxBKKT7G8rvSAUgGuga3OEqVX8aYb4BvbI9FZCTwHLA2WGVSqrwSkcbA18BwYBZwOfCjiMQZY44FtXBliPbYKkSkqYj8IiLHRSRJRN5zeO4NETkpIntF5DKH7Xc4tDrtEZF7HZ4bICKJIvKEiBwTkcMicofD85+LyPsiMt16/EoRaeXwfHsRmSsiySKyXUSuK433QalQEK71UUTaA1cB9xhjjhtj8owxawL9/ihV2sK1TjpxO/Cl0eUwVBgL4/rYBDhljJlpLKYDaUArF/urYtDAtpwTkUhgGrAPiAMaA99Zn+4FbAfqAK8Bn4qIWJ87BlwBVAPuAN4WkW4Op24AVLee707gfRGp6fD8DcDzQE1gF/CStTyVgbnAt0A9634fiEhHN5exz/qlNFlE6vj6HigVKsK8Pva0lvt5sQxF3igi1xTvnVAqNIR5nXS8jubARcCXPr0BSoWQMK+Pq4GtInKViESKZRhyFrChWG+GckoDW9UTaAQ8aYxJM8ZkGmNsE/D3GWM+McbkAV8ADYH6AMaY6caY3dZWp4XAHKCfw3lzgBeMMTnGmBnAGaCdw/O/GmPirUOIv+HskMUrgARjzGRjTK4xZh3wMzDCSdlPAOcDzYHuQFUchl0pFYbCuT42AToDKdZreAj4QkQ6+PmeKBVM4VwnHd0GLDbG7C3m+6BUKAjb+mgt15dYguAs6//vNcak+f+2KBsNbFVTLF8GzuaoHrH9YYxJt/5ZBUBELhORFdahF6ewzBVw7C1NKnTOdNuxhc9d6LnmQC8ROWX7D7gZS2taAcaYM8aY1dYvk6NYbqSHiEhVL65bqVAUtvURyMByczDeGJNtvXmYDwxxf8lKhbRwrpOObsNys69UOAvb+igig7H0JA8AYoD+wCQR0VwUAaTJo9QBoJmIRHmbgElEKmBpkboN+N0YkyMivwHi/kivy7PQGHNJMY61zRvSBhsVrsK5PjobTqVz+VS4C+c6aSvPhVh6uX4KwOsrFUzhXB+7AouMMautj1eJyEpgMPB3AMqi0ABAQTxwGJggIpVFJNb6I+hODFABOA7kWifoB6pXZhrQVkRuFZFo63/nOxvOKCK9RKSdiESISG3gXWCBMSYlQGVRqrSFbX0EFgH7gadFJMpa7oHA7ACVRalgCOc6aXM78LMxJjVAZVAqWMK5Pq4C+tl6aEXkPCzDoXWObQBpYFvOWcf8Xwm0xnJTmghc7+GYVOAR4AfgJHATMDVA5UnF8oVzA3AIy/CPV7F8KRXWEkvK9FRgE5Y5CzcGohxKBUM410djTA6WZQwuxzLP9hPgNmPMtkCURalgCOc6CSAiscB16DBkVQaEc320Ts8ZB/wkIqlYepFfNsbMCURZlIUYzfqulFJKKaWUUiqMaY+tUkoppZRSSqmwpoGtUkoppZRSSqmwpoGtUkoppZRSSqmwpoGtUkoppZRSSqmwpoGtUkoppZRSSqmwFhXsAgRSnTp1TFxcXLCLoVRYWrNmzQljTN1AnU/ro1LFF+j6CFonlSourY9KhRZXdbJMBbZxcXGsXr062MVQKiyJyL5Ank/ro1LFF+j6CFonlSourY9KhRZXdVKHIoeJWZsOEzdqOnGjptNj/FxOpWfT+pkZxI2azvhpW3w6V++X/yJu1HRmbDxcQqUtO2zveW5ePsYYdh5N5ZZJK+3b40ZNZ+vh027PkZ6dS4fnZjF3y1G/ytL31XlMXrrXr3OUJbl5+cEugv0zEMz1wHcdS2XCzG1BLUNpu/2zeOJGTSfxZHpQXj8/3/DMrxvZdDAlKK8fSjJz8ug8djZxo6bzzp877Nvfn7/LXj86PDeL7Nzg19eyouOYWcSNms6hUxnBLopSIW/iwt3c9cWqYBdDlRINbMPEc79vtv994kw26w6cIjffciM7aYlvwc6R05kAvDR9a4Hth05l8NqsbeTnl58bZG8dTsnk13UHueTtRSzZdaLAc9+vOuD22H1J6WTk5PHG7O1+lSHxZAbP/+FbI0ZZlZyWTaexs/n974PBLgoAwawyt34az8SFuzmWmhW8QpSyhTuO8//tnXdcE+cfxz8PU3GAIi5EcYCKe++9R2vtsNba9Wv7q3b+ahdqa+3Q2larrdUua5e1bqt171EHigOcKCoqDkAUQZD9/P7IJYRwSe6SSy7Jfd+vly+5y43ncvnePd8NADvOpqpy/pSsXCyOuYJJq0+ocn5X4sbdXNzLKwQAzNl23rD+S6Pn3f2CIkS+vxFXb6tjiPA0cvKLAKj3+ycId2LGxrPYdoZkRSuQYusmpJlMWpkDzjFj41nM33UBcckZDji6ezNp9Qn8fsC2SCS9I40xoMAFvIyewNXbOcgrLMbPMo06nkiRoFVryGHrMsQn33WJyAE12SYjEuWjf05Z34ggCIIgbEQRxZYxNpgxlsAYS2SMRYt87s8YWyp8HsMYCzf6bKKwPoExNsho/ULGWCpj7KQSY/Q0GLNftTUNXbwmhDUVkse2DOdSsnD8qn0K/9mbWYiYvBHZgneDIJRA/yjg0J7cOsLAJ+28JWdefOiKSqNwDfJFFPt9JlEteshrojz38gqx+dRNtYdBEAThEtit2DLGvAHMAzAEQBSAJxhjUSabPQ/gDue8EYDZAD4X9o0CMBpAMwCDAcwXjgcAvwrrCBFMJ3RLDl3B4aTbso5x/W6uwdsDlCi6ak0WXZmUTNvDPE0Vjrv3C+wdDiHgKl7Ke7mFqoXw65UsV/kuHM36eKPaAAoY+OwlK1fbhqovTVIscguK8OSCGJVGoz2eXXgIL/1xBPN2JuJC2j2MXRCDO9n5ag+LIFyezNwCTdWm0ApKeGw7AkjknF/knOcDWAJghMk2IwD8Jvy9AkA/pnM5jgCwhHOexzm/BCBROB4453sAyNPUNERSenap5ehVJ/DkT/InE4XFZa3tLjBXJAiLuNpvtNXHW/D+mpNIupVtfWOFcbXvwtG8svhoqeXE1HtOn8hr7TuXQ5MPNqk9BE0Re/kOAOCnvRfx4+6L+DfxFuXeEoQVLqdno+XULTanmBGWuXo7B+HR61UpsKiEYhsKwLh6TrKwTnQbznkhgLsAgiXuS4gwZU3ZXCWxkDBTElOzSi0bG6uk2q3WHL+GAxfSJW5NmBoEaVKsHAVFxWXyz9ViccwV9J65y+nn1V+/Fu3ODED/r3bj5T+PWt3WUeQWFKl2bqIsqZm5mimAaGzQKS7mKBAM1dq4+hJu3s1Ftxk7cCWdipMR0kgSfivbztjXrYIQZ7vwvS6PvYqs3AJDgUFn4PbFoxhj/2WMxTLGYtPS0tQejsvzw+6LpZaNreslCphlzeuNJcfxxE8HFR6Z65EqVI+2lzKKrZ3B3sZtM/IKi/Df32NxIe2eXcdUCmfL49mbWegwbRsWx1zBV1vPWd9BILegyGGTX2fnUBcaikd5/nS2yOSe6ZcPXEzHtzvOO83IkX6vRKGYuyPRKee0FS29I2/cvY+O07eXajvkycwyeuZlqpgOoTarj13DtYz7+POQ63vftCSProx+FqaB16YqGH+tLaZuQfMPNzvt3EoottcAhBkt1xHWiW7DGPMBEAggXeK+FuGc/8g5b885bx8SEiJz6J7Hv+fFi3boEZNhU4+DJY+ilto1dJy+Xe0hiHIvrxAXBUX2SNIdbDmdgsku0nbEWfJoahyYtPoEvtle0mokJ78Qa+Oui+6bX1iMJh9swqcm7a6UQi0LcPfPdzpMsbudna9YuG/CzSwcu3Kn1Lpf9l3CgK92W93XtLXWh2tLIldmbjmHr7c7R6EZ+s1ep5xHCbT0jkwVaiHsOqdNheF6hs4YS0FBrosz5HHN8WvYdPKG9Q01wPmUkihF4y4KFDnnHJQodCsXJRTbwwAiGGP1GWN+0BWDWmuyzVoAzwh/PwpgB9e5F9YCGC1UTa4PIALAIQXG5BLcyyvEnG3nnNoOYuzPMUjNMu9pXHEkucy6CcuOA5AWvtTji52Gv49euUPtVgD8uj/J4uemxaPkynlqVi7Co9cblhfsvYi+s3brchf0FXHJ6ggA+GmPLiLhwzWn8Ppfx3DURIECSkL2lx62r5qtudZNhUXOuxmm+Su7EhyTW9f2k61o88lWw/KUNScRHr0ec7efxxebzko6xvQNZxAevR6D5uzByPn7S3320T+ncT7VetTBpVuWt7l5V5koC7nkFhSh78xdOHblDi6nZ+M3K88EwjFo/TF4J0dnfFp+xHJvdcKzeWPJcYxbpF56hitx+kam4e9P1p02/G0ouqj5p4Zj0M9Jrc2PHYHdiq2QM/sqgM0AzgBYxjk/xRj7mDH2oLDZzwCCGWOJACYAiBb2PQVgGYDTADYBeIVzXgQAjLG/ABwA0JgxlswYe97esTqbLzadxZxt57Eu3rmWs0Gz98jafudZnXU7TmhnI1XveuG32FIPCkIa+lYYQ7/eiwV7L1rZWlccxxh9sZDkO/fhxfQPZ+1w+nomPlgj3gVs2oYzeP/vE4biKfqw4J//vYTw6PVYYtSaxd7vzFxep1hBNkdhmuv+zop4h1bd1oc66gtuzNp6DvN3XZC07497rP/WrXHrnjWvsTpm+MmrT+LirWyMXRCDUT8cwIdrTyEnX9vVktVEq84YvXHo4EWqu0noIuy07rn1MuNJ0K924uuacBKK5NhyzjdwziM55w0559OEdVM452uFv3M5549xzhtxzjtyzi8a7TtN2K8x53yj0fonOOe1OOe+nPM6nPOflRirM/lXUGCkFHVSkjs58ia2jOkqxJUsS5sW3HbxlgJpWXlOK+xi6bvIzis9hgnL4jDujyM4fSNTWjisiQZ26JJu0uLFjPNEtKPaPjRvn8WewosOXkG6cD/0Vlm9ASZ61QnFcmu2nhYPOT51PRPf75am7AHAc78cwj9mwqatYVodHQAe/PZfm44lhXUnbohGfdhCePR6XJJZRXr1McuZKmqFl+k95dn5RXa1BnM3tPTcIVwXvae6yInRMu7AwNl7NO+5NfdO0KrxSwu4ffEoZ8I5xyt/HsXBi9IqAl9Mc37rD1vIyS8qNUk3LdBijZ0JqU4Nt5ZKh2nb8NwvhwEAMRfTHTpGS94ZL5En6KZTNyUfO+2e+ER52oYzePxHXREvLc0v7TUUOVr5+f3AZczYKC08FwB2JqThjSXHbDpXXmHZ7+KyUO3x7M1MpJv57dhKdl4h3l4ep9jxlhy6gh1nlctJjk26Lfv5pQTpIoYte4vEuQMJKVnWNyIIB6OPBqEKt6W5TxXbrT6HKRTZMXysYjQnKbYyyM4vwvoTN/D8r4dLrc/KLUDCTfMveHeY3hh7YeRWlHzul8OYtfUcBs3eg1lbEpQeml0cuJiOQ5du4/EfD6pWvdTePmnm9r9s1NqAHs3inL2ZafYzR7/Q3loWh1VHkyX1cVNaF1seexWD5+xFPwkFmZTgoo1Vub28GP7za6xi47iTU4C5O85b3xDArXt5uKWw4m+MFoqTqGFEkEJcsvN7JxLqU+iiv0fCBaH6JB4LKbYSWR571ZCDasymkzfQbcYODJqzx2Vf8nLZe/6WxQJUYny36wISUrIwd0cift3nWgWlbgptexId2BLH0sNRjnfWVorp6SyKWKh3upU8zfDo9Ziw9Ljd5155NBkTlsVh+FzHhQab450V8QCAjJwCfCcxB1YKE1eJV9/uO8s2BdrbAdrf+RRpct7+021o/+k2xc+vJeixQ7gS9HskTDGNmFt1NBn7E29Jfk8Q8rFm6P5xzwWHdlghxVYi76yIx5MLYsqsH7foKDJzdWGo7qxcmOa6DZ5jezuLRTH2VZstLuZl2oHYgz4PjAHYn3hL0WMrgTUjQr5IuKkpbvzTczp9Z+0CUPKdFRVzQ5i6Pnd31bFrWH1MmVxStfl801mXTBUAHONhcZXnsBY8tq7GJDOGFz1xVzOcIguX07OxLt62vHnCdijn2zbirmbgtb+O4aU/YpGaqU5leUdh+hyesCwOYxbEGFrFxVy6jcV2zlmJ0uyx0G4tLSsP0zecxVM/l9WnlIIUWwVZH38D9/LK5lqq0cdJLqa5emoWhvpu9wWMnL/fUCTJXt5YovO+McYwZkFMmVYjjsaaJ3/udssh0ickhLLS61w6BUKBEf131nDSBjSavBG/H0jCQ/P2GbZ7c6lyuaRSiJqyCcl3HGPFVKrgk9JU8PNW/Jj6on2WcFS/X2O0kGNrLzfv5uLPmMuKKSTGrT3WHL+GpYevYOBsXTTB2ZuZGDFvH77c7Ph0mQGz9+DVxbblzbsjxcUcfx+7pnrUGr0HzZORk49tRrVUlsdeNRS9e+rnGPwTdx2bT6Vg1hbn9AJ3Htafw5NWWzaI2cO09acxftERhx3fFZn6j/n8Wr3hOSffcfnfpNjagWnF3f8tPY53V5SdDL+9PI4siTI4K+Qr37h7H38cSMKk1ScMPUNzC4qQfCcHp67Lz6Hy5GmmVn5fSl5nfmExZhpNcqesOaXYsaVifD05+UX4Ybf9LXHEiLbiyVKLBQ7og52Va73NTp+Zu0TXn72Z6XEeC1em82fbMXn1SXSbsUPxY7+7Ih7vrTyBc0LIod6Yceq6+bx7JdhxNkVSlI2tOMMoI5eF+y7hf0uPY9FB++pJ2MuNu7lm+4trnZf+OIIXfo81eNPeWRGPZ385XGY7KqZkG9l5haK/vZ/2XsLGk45PRzPl0KXbuO9A5dFW9IqtI/19pNjaQZMPNpVZt+GE83/AYhS7cb6v8WT/gzWnsDjmCp5ZeAgA0PKjLej++U4M+8b5eYu2IOU+XFEg10DKZN4TKFC4ncO3O9UpKKbHVE+31MZIyv6OwJHPEkf13LXU5is1K1c0sgbQpWB0nL7dIWPyRJT6/V2/m4vTCiucpv0rnWX7U7IYmhh/HVI2bHLm5gT0/nKnXcfQ1zIwrsL+yp9H0fzDzXYd1xZMe3sTOvTFJp8W5lLmUPpx/0/cdSw9rF6o79o4yy3ilODgxXQ0+3AzRs7fZ31jJ5B8JwejfjiA6FXxag+lDPq5uyMjmkixtUBqZi4OXbqNzzaULkCTbcUKkpnrmMmaHObvUm/CrpRXzTiEe7/wsrLHEr7Wxl6h9iDlm9htIR9BKnL7gbornmZNNr2ajPuu1xt6lZXesa6IpXZLeQXk0VGKb3dKq0AthaHf7MWRy7bXPzANgzVudcJ5yZNDiqcgPHo9pq61P4JDjXeOHqmtvr7dmYikdNuNq0ki7x7OOdafEE/NcjQTltlf+M8TEWs7KIbS0Qav/XUM761UL2Jod4K0+ZXcgqnGjBbaLp68Zt4458xIoBt3dec6e8O12rEtPXzFkOZIHluVGPrNvxj1wwHRcLnw6PVm9ysoLMYFk6pgaVl5uJB2D0sPX8F+CTlg9hKvYruD5Dv3nXauY1fuIK+wrKHBWgjGi7/HOjRcTI/UnseENDwt4tq00NHV2/fRbcYOVS3cpmTkuJ6ybQ2xvrJ6vExmeLsSUrHZAZXLf9rrmLByV2LzKdv7ht4RuUf25JjPtNBqzpbnxq/7k2wei57olTqPSXExxxtLjuHIZWXqRkghw0HREKb0Ngrrzyssxs//XkL9iRuccm5xPDnpyDbikzNw/W6JYvWMBa+tksYY47mZWulS1hxRer7ZrpyRDgAKi4pLFVHqOH27ReV27/k0xCbpng+pmbl4euEhmyOaHvv+gE37ORpjA4cjpZQUWwvoexzKLYhw934B+pm0v3jh91j0m7Ub7608gTELYrAu/jrGLzqCo1fugHOOb3ecF20n5I6YFqKSyt7zaYiasslg5TW1tJnmLyfdysbI+fsxdW3pRPVb9/LQdErZMHFjtp5Owe8HkmwapxjmKrHa44EgymLrb8tVMTWAAcC1jPt4b+UJxUMzbeV6hv2WZql5b5ZCiDeeuCH5fJZ6B5t6mJ795TBe+uOI4u0HnFGkyJ0ZOGdPmXWc65RAMbmwxs6zqWY/k1Mp2/jc9noc9QVSMnMLsOb4dTzynf0TzowcaZPdQglpG2uOl0Rj5BYUYdg3ey1WNDXFdG70w56L+GRd6ffxtxL7SivFrXt5+GrrObs8cJ7Gg9+WDpE1jRJzVLbJgr0lTqEDIkb+CcuO440lrlFkbdFBZYzJ+xJvIXLyRry38kSZsG9LBtenfj6ERwWFdP6uC9hzLg2/2Wlc03tFk25lu1zueYEDU5w0q9gevXIH4dHrHaJMivV0NPWgvrr4GDaevImH5+/HzC0JmLnlHEbM24fb2fkuWwjocrpjw11nbz2HnPwi7BIU2pVHS1dyXRZbevmF33W5TCeulb6H1zOkeYzFepzaijnjx1dbPa3CoLq8+Jtj89ecjaVQoaHf2N5yS0kOJdkfdbDDgtJhjKUQ4g0yCnBYCs03V6Gyxxf25RkS0tC/38SKIBUVc/y09yL6zdqNk9fu4uS1u1gee1Xicc1/1nH6dqwRQuqteUGMnzE/7bHf674s9qqikSarJLYhszaRPXbljqFjAKCrGXLqeiY+syCDpvwZY71Y1EwJVXaLirmhQq8SfLP9PDpO2+7WtUZsJTFVnlEo/V6eZAMO5xw7z6ZKnqNmGx13zE8xuJh2DymZuYb9Vx29hjXHpXmID15MVyW0XS5PLohBflFxmfkrIC38Nr+w2FAfQO78cWdCKp5ccNCwfPZmFlIzc9F75q4yBie1cWQRPM0qtruEidZOBR+mtjJv5wXD320/2WroA9tp+jZ8tlE55cteen25S/K2KTbkE8hti6R/gJ+8llkqNFxOb0xji7Uxljw+Ytj7/vz3fEl4OufcprYJr/91zKLHyxM4lCQ/lO/LzdInalJJuCkvd8XcRMBazjDn3OI9PZfi+BwaS3lDUpH6e7YU/vmPQiFyShcgI+Txs4VK2MWc46jQZ3z43H8xfO6/eGeFtAIolmTpdna+IVc8Pvmuxd/jRSOjyGIFCjW9uyIebT7Zalj+akuCXTUwpHpsrb0LPjYz0c0tKEJ+YTH2Jd6y+h6UGm5vTREat+gInv3lsGi9ibirGTYb+xtM2oDw6PWqtyFyJlduy3NAtPt0W5l1yXdyEB69vpThIregCB/9cxrP/XpYUvs4zjnm77pQal3fWbvRafp2LNyXJHl8nHNMXBWP0T8eRPMPN7us40cKUgom7Tibgjs2pv+8vOgo9iWWNkTriyEazzE9HUUUW8bYYMZYAmMskTEWLfK5P2NsqfB5DGMs3OizicL6BMbYIKnHtAfOObYI/bzmbDuPvMIiXM+4j4MX01FQVIx18ddVFZ4P/j6JS7eykZKZhx92X1RtLB2mbcOEZceRmVsgmg9liU7Tt+OaiOd0+5kUZOYWgHOOr7fpwq/1SrC9MfeRkzfiQto9WS8xY4u1MXIVW1tC54wZa9Ss+pd9SWg4aYPk4h961sZdNxQxIEowNhzJxVwetlyreJaNlub6EzeIVl/XI6XHsSvgShPL+xKMP3dzCvDjngui/bydUSPBk7FU+fudFfGieburjyUj6Va2xXehvq2PFKSG5aVl5WGewpXTv9mRiC82JdjUikOOHFkz4By7In4fLt3KRuT7G/HkghgMn2u5+8DV29Kio6wp41uF+ZhxPn9+YTH6ztqFEfP24a9D0rz25mg4aQNu3tVGaLISVbm7f66GZk3sAAAgAElEQVSLXvncyHvfdMomg+FRbG5niqV33ifrTqPBRPN1aow5dOl2qfsvx3HhDG7clV5TRorv5n5BEVYbFWzUf9dr465j+xnLNQ18LFQIu3grG+HR6zHuD2k9dRf+ewl/HLyMt5bFGdIT3MWoYLdiyxjzBjAPwBAAUQCeYIxFmWz2PIA7nPNGAGYD+FzYNwrAaADNAAwGMJ8x5i3xmDYRczEdW0+nGHqlAkDj9zeh64wdGP3jQczfeQGvLj6mcvGD0n0W7RlLfmExdpxNAedctqKUlpWHVUevoeXULaUszlIx7k14614eVhxJxvO/xWLInL04eiUDs7fpwq87Td+O8YuOINbOfNT8omL0m7Ub4xcdlbXfzM0JGD53L86lZCEztwDxyRmym0crkSdy6vpd5BUW4Q+hF+DRKxn4epu8/CT9pDGvsMjjvLfZKoQhRb6/UXS93OrMpq1H1GD/BfkK2SYZ4b+ZuQUYPGdPqVzVgqJi5BYUYV28etVhbaHVx1swfcNZtBV57o1ZECOyByGVgqJii8UXxXhzaRx6z9yFOTKfh+ZIkpFW8+XmBIRHr8fuc2nIyVfuGbRwn/weznImlmKhkGohdf7wxpLjCI9ej5//vYTpG87gYpruPsk1JIrxkpkUBMI8mbmFSMnMxdgFMaXC6edsO291fmGt+ryxfrrSggfYtB2iKxlJASDzvvRnwjUJhVXfXBpnsnwca45fw+t/HcPzVlKxvL2tzzM2nbqJVVaeDffzi/DxutP44O+TWHk0GU8vPIQvN59F/Ykb8O6KOMXydR01R/VR4BgdASRyzi8CAGNsCYARAIzjXEYAmCr8vQLAt0wXdzoCwBLOeR6AS4yxROF4kHBM2cRdzcDjVjxas7d5Rk6kXvT1E/MXutfHehnFV5QiMTULgeX90GFaSbjLtYz7eOS7/aW2U7KB9S2ZCry+l+nA2XtQO7Acrt/NRc/IEFnHyC0oxiPf7cefL3TCzrOpaFuvCmpULifrGKa9eV/83TbL67mULAyf+y+KiznOTxsiO8TbmdzOzkdBUbHhu+Kcmx2vWsrR97svoE/j6mhcs5LNxzh0KR19m9Qos36axDzv8Oj1OPbBANwvKEI5X2+sOpqMUR3CZI1hzE8xODy5PxJuZqF13SBU9C/7+C8u5vDyYob7ME7GZLDl1C0AdLmqU4ZHoZhzm/LYVx1NRu/G1VG1gp9hndzQbyVZH38D9YIDkJKZi8ga8n4DGTn5CArww9q46+jSIBi3s/MRWaOiS8ukJRlUAnsqKS86eBlvDoi0ewwzNydgwTMdZO1jXEn2uW7hmDI8yq7vyZYonyIZiu2KI8mY+Vgr0c/keIsPXbqNjvWrllmvVFvDY1fKGrRN8wEX7ruE/lHV0SasCsr7edt0nrirGTh57S4ahlS0+Riuht7Qof8dOqK9VCczfb2bfLAJcVMGIjDAt8yYGGNYJjE3HgDeWh6HR9rVEf0s0UROjCOYVo7virSsXDSqXhGNqtv+frYHc+lsYvwTfx19mlQvs95SROShS7dx6FJJCpal57PUNIUJy+LwcFvx7xsAnviprJ6kj3xbFpuMZbHJSJoxzDAWW98Zd3LyUSuwvOz9rMHsdS0zxh4FMJhz/oKw/BSATpzzV422OSlskywsXwDQCTpl9yDnfJGw/mcAeheJxWOK0b59ex4ba14Z+GzDGfygQDEIgnA3Ln021OqDhzF2hHPeXqlzWpNHwHLbLILwVLZN6Gl1Iqa0PALWZfKBuf+6TXg7QSjFwKga+PFpy6KmhjxevZ1DRe0ITXL640EI8LPsezUnk25fPIox9l/GWCxjLDYtzXKZ+g0nne+xJAhXwFkeIjnySBBaJe6q85RHOTJJSi2hRfQ1V5yBHHm8aUMRToLwBMzVN5GCEortNQDGMXF1hHWi2zDGfAAEAki3sK+UYwIAOOc/cs7bc87bh4RYDh8d1U5e6B5BEPKQI48EoVUaVq/otHPJkckj7/d30qgIwnWY+oAiJVwkIUce29Wt4qRREYRrERTgZ30jMyiRY3sYQARjrD50yudoAGNMtlkL4BkABwA8CmAH55wzxtYCWMwY+wpAbQARAA5BVyDX2jFl07ae+EMiNKg8rmXcR4Cft6FoEGOW++K5AwmfDsaBC+nIyS9CSCV/PLvwELJtqMRoL+N6NURiaha2nSlprdQwpAJSMvPQvVE1bDqlXH6tvXw7pg36N62B5bFX8cGaU7L2nTAgEv/pXh8HL6Sje0Q1ALBY0daUb55og9f/Kl2EqkVooGwvSuK0IcgrLIavtxcKi4uthnOoSdKMYVa3uZdXiIr+PthzLq1Mw3NnsGJcFyTfuY9+TavjXMo9NKlZCbGX75TKubNGSCV/HJ5cVmmQE4o9b0xbZOYW4I8Dl3H6Ria2v9UL/UR6ZpujcjkfHH6/P/x9SueXFRdz5BcVo5xv2bwzW0LFP3u4BWoFlsOp65kIDSqP5qGB6P+V9HEGlvfFsQ8GwMukwqPcsYj9tgqLitFosnhBMEt8Pbo12tatgpf+OILTN6S3P7o4fShyC4uQmHoPEdUruXxuX3BFf0kyqUeNVAJz45MzlhGta+Pr0W1sPk7H+lXx14ud4W3yG12w96KsvHI537XUsUk5/rLDV/HuSmltlFaO74J29crm2N64ex9dPtshsoe8sVy6lV2qWKY5LKXTSPleWocFoUvDYIzr2bBMXqir4uXFynxvnHPcLygSfa8fu3IHI+fvL7PekcRM6idaT0ROGPW0kc3xZKd6op89NG+faCX1r0e3Ru2g8njs+wN4e2AkXu0bIbq/HJm5OH1omfeOOYqKOQqKivHi77HYK6OVjpgcnE/JwoDZeyTtv+l/PdCkZmXRz+Rcq6Vnj5Tj2Ls/AOx9tw/CqgZI2lYOds94OeeFjLFXAWwG4A1gIef8FGPsYwCxnPO1AH4G8IdQHOo2dIoqhO2WQVcUqhDAK5zzIgAQO6a9Y61eyd/w96XPhuJyeg7qBQeUeljGJ2fAizE0Dw1ULf9P/4MZOHs3nu1aH1PWnJRd4lz/EujduCRR/ZF2dfD7AesN1Y358IEojOlUF4mp9/D+3yfNtggQY/3r3dGsdmCpdZaSzO39vl/q1QCPtQtDRk4+Hv3+gKR9ekRUQ7Pagfh+ty4xfnjL2gAgO6F9fO+GeL2f7sHaP6pskSApPNiqNjqEV8GlW9loXKMSgiv649a9PLQX6TNnjrlPtIGPtxd8vHXBGH7un21gKHJkzjDlaNqHV0X7cN3f7YQxNJLpcZs+soXo+pFtQkuV9rfEsJa1AABPdKwr69x6ZjzSsoxSC+gmT+W8xBWu0x8PQtSUzZKObzrxNH72PNwm1NBH1BrLXuoieXIhF71cWCN+6kDkFhTB38cb3l7M8Bvc8EYPWc8pLy+GAD8ftKwTZNN4PRG9IdkWnuxk22/flC8fFS+qBABdGwZj/4WSXpAfPhCFWoHlMKhZTWTmFuKTdafxyYjmZZRaAKhTRfokbcdbveQNGoCvN1OkD3NwRWnekDZ1g0SVWkD+O9Ic9atVKLOuRmV/lPf1xqShTTF723msfrmr3ek0zWpXxnuDm9h1DFeAMWbWWG0631KC1mFBeG9wk1IFhT4YHoUHWtVCXkGx2SKZ1hSWeWPa4pXFug4WA6Nqmt1u+bguiDAyRq5+uSua1qpsMMTuj+6LWoHyCnWaQ857x9uLwdvLG890CZes2AaYMWxGGBUlHNu5LhYdLOmfPbJNKN4d3NhgRDKn1AKAn7cX8hWoWNyxftVSBatM0c9F7CU0SPnCUYAyHltwzjcA2GCyborR37kAHjOz7zQA06Qc014ialTCpv/1QKMQXVXKcJEHqvEE5K0BkZi1Vb0qyVve1L34xnSqK1vpE3sJNKttXiDEODS5H6pXKifsG4j6wRVkKbZiD1lLL6c6VcojWUI5dDF+ero9BtigUH70YDM0CKmIrg2DSz0ci2W663sIHlpbeWdQYwC6yYLxhEFOm5gHWtVG/6a2KdXugFgVX0fTtWGw6Hq5D+Q+jcVDzjrVrypJsV0xrous84kRWF6+l0KOt9+SbL/RP0KyYmtP9WmlqFzOF5XLiX9fPSNDDH39CPn8+HQ7NKlZGS2nbi4TQSQWtdK/aXU0qVkZ3+5MxNAW5idUYvuaw8/HvIGjX9MapRTb57rVN/wdWN7XbKVhAIioId3g1SBEfjj6Q61DsdxCaxRj/mM0blP6GlVmbVS9Ypl2Orvf6Y0jl+9YrJwKAE1qVirVOtEcvzxruQJ10oxhiLuagajalTFt/RmM7VzXUFxtYDPzSo8cbDUIuhNy29ABurmLOcXs3KdD4OfjJdq7Wz83lIuxpy/2cjh+2Zdk8d3u6+2FpBnDcOr6Xaw5fh2tw4JKvWtqO0g5kkqPSOlzvzf6iXuVjXl7YGOEVCyH2dvO4bW+jfDWQN3cMPb9/ii0YtR6pF2o2Z7PEdUrYuuEXtiZkGp1LvDD2HalWnQlfDoYiw5ewSfrTuPZruGY+mAzq9chBUeVfnF/d45MmtSsLNlqH2Lk4fUERrWXnmMcFOBb5sGlhCXIEuN6NbRpv1ZhQTYptUDJxL1nZEgpq5lcxdbHyz5ReqVPI9H1chxXc59o4/Khjmpw9IMBNu+r1INXzLsDAG1EcqjG926ImEn90MmoxUb7cHGviRw6ibTscBb1gssaEeXyxSMtFRiJeau5VMwZKUyppIIhxh0ID64Aby+GPe/2KfNZlQBfw8S3c4OqCA0qj+kjW+DtQY0RN2UgujUyP4msZsUL2bauzmgdXMHyds92DbdyBeZpKEFZPfPxYJz9ZLBNx5fzDp441Lx3kjGGb8foQrH/fKETtk3oiZmPtcKAqBr4+5VuqBdcwapSqztHU0ljCa1iXfloFRYEX28vTH2wmWKtWyYMiMTbAyORNGMYmocq7810NYptmKJ9Naq12c/0BqAAG59l/+3ZoNTy6yaK3fvDohA/daCkeUuz2oGYNLSpy7VKE4uCMkdKpvVWlN5eDP2a6gxPxgaoahX9UdOKZ/rTh1rg9b4lc8k+jUN0RqMpA7H+9R7CuupoayV3u7Kg+A5pXhNJM4bB38cbjYX5casw5eTIUfeS3rwOwDSUSQrvDGqMLzcnOGhEOuT8iMQ8hXLCL22JJBzbuR7e//uk2c8/GdFMNO/1HcGiZQvmHhRye4CbU1zsxZXzY92FqlYmspaQ4zG3hDnZE7Ow68Pllr7UBfsSb4mG6tmCVIOemrzYw7yXaVSHMMl5gXUthMG1qRuEfYnyns+2UD9EmfvmaehFIbiiP/55tTse+PZfhAcH4M0BkeguKK5i+VvW8iLNTeofbhOK94dHoWoFP6Rl5aGcr2U58PZiOPvJYFn1EaTyZv9Iu4yPciqF+lqR9+Eta2No81rw8mKoUbkcGlWvhEfN9BI1R0+JkUrlZEz+lcRUkfJ0/C1EIpjDnAPHOPqrdVgQ5o1pi73n07DksPT+tJOGNsWPRi02H24TWupzby9mNjLGE2lRx3rUJBNSIeXm3wO67zPKKFJyoRApITen3NuLYX9031Jzp+4R1bDr7d6ika62EB6sfG6tHtef6aiILZks61/vjm/HtJW937heDfFMl3qoaSZfwdmI6WnmvIpidKovHsJpjQkDIs1+9lSXcDzQSpcDO31kC7zYoz6qBPgaCjVZo6EDJ5q+3uKKS1+RZtxysBQyp0XKixQ4ksK617rbtJ+jrcPWcvK6NaqmeqiVXuacgVKGnL9f6Wb2sx4R9lXrNs4dtkS4Al5qV8cW76axsahFnUAkfDoYu97pgxGtQ+2SN3NhwM90DTdM0EIq+aOShIm0Pn+vgZ2TuPDgAKwY1wWx7/fHoGY18EQn+zozmMtntBV7c9mN71doUHmzIY7WjAmEMpi7n+aiR8RSbVqF6SIbujcq/dmwlrVsNsrUrFwOSTOGKaYUuSu1JeSl2zvjGGgUvWjP87R2UPkyBSWVvH+fPNRcsWOZQu4ghWlWOxC5BWUrD898rBU61a+K9SduYGznevhswxn0igxBcEV/XE7PhrcXw0cjmuOjEY672XIQC621ZgE2xlYP5uv9IsA5MHtb6dzmMULREL3+WM7XC5OHRWHyMPEy/d892Rbj/zxqWN4X3RehQeUl5yoXyXTZRtYQD51SIjn+kbZ1sPKotLwqT6df0+pYFy+/H7W5+2MNBzniDdibN1wlwBd3cgoUGo049k7u5WBvrroeS176l3o2wIyNZ0XX/2DkXTCHVA+6mxfVlwRXoHWAnFA+S4gpfdsm9LQ5rDXuw4E2ecCM2fVOSbj1D0+1t+tYgC5H79f9SXYfR0nG926I73ZdQKf6VTGiTaihWnxIJX/8/Ex73MstRHUnG+wXPN0e3maMzVrENLVKX8xv8Yudy2zbIrQyfnq6HUIqlvXk2iLuK8d3tRhB4yrY40RoVrsyTl0vWy3f+P288Nn26NTAusPHXlu6owovysHPx8tqdAmzW4U3D5nRZLD33T6GXM4nOkq3vH7xaEs80jYUYVUDMK5XQ1T098G0kS0wsFlNtKtXRVIui7Pp3EC9fLwXe9bHEx3DMGW4Tmn9alQrQ1VZfe68NcV5SItaqFROpzSM791QVMH8X3/zYUpyc2zFWqUAulAce6ngb33iV0EjubW2Vj80fVm0rBOI7RKqkqr/irCMM/KNnrcQHqw0SuQSW4MxhoMT++ER4bm76PlO+Hp0a8n5glKR+wxxR8w99yyhVHi/GMbeirCq5e3K1Qws72vT9TmSKhX8sPrlrmoPoxSNjPKKe0XqcvqSZgzD4cn90bJOELpayIt2FP2jaqCPxMgKLTDCKAR4WMta+Orx1mZDXd8e2BjVK5Wz+G6RI8Ht6lVxi3o1j8uoQWOK2Hx0zzt9sOCZkqJpfZtIqwPjSIXPWbw/zPq71JFTF/LYWsDU6h9WNQCzRrXCuD+O4NW+EWWqj1UWFCnjF/eWN3va7C1Sk/J2hgTaM6kL8PPBZw+3BOccTWpVQhcjK1dtQbGpIqF587heDfHl5oRSVsa97/bB/YIibDuTgv/2aGB2X6XmpFJCd6zlgEqRf6nhke6O3EmxPqfHdK/IGpUk3eNIJ1bo3fJmT5yR0SPVWUjJgXJUjrmjqBlYDrNGtcJHI5o5rNr2YzLzFd0RW0LHHflTMRbpta/Yln7g6iiVc68Urma++X6s/FQwT6J6JX+kZpUUKfrtPx1xQah6/Wi7OqJVvfX1S/o2qY4gCXMrV7vnalO/WgXEJ9/Fqpe7ok6V8si8X4C6wQGyclv9fbyQV1jsUIXPWTzVuR6miNTDcRak2FpgYFQNzBvTFt0bVTMoapXL+RrCN57qXA9/HCzpC6tvz2P8w1RDqZVbAEIMeycfSiiGjDF0bVja2vvWwMZoHRYkKWRRfx+MC/Toe6tZuy/OzGvsYiU8RYpXzhMehlLo1ThEUrioHn0VVdPvsHGNSoYwSnN9NScNbeLUFhGRNSrJfl64ij55cGI/tYdgE6ZK7eShTbHnvDKtfLRgbCqy4UHvrKqmVewoGkfYgIs8iwZY6ImqBTo3CMbauOuG5ZCK/gbF1pwRT1/N255Ci+5Km7pBOHYlwy4j9mcPt8DwlrUN1Yb1HUXktNj7alRrzNl2Dn5uUOTRGlKe8S3rOK5KOSm2FmCMWWxEbJpIra+wq/cq2Vs4yFaUyFOzNVxseMtaWBd/w6Z+alLw8/HCEAu9DI3RV2K0pSJjRye1Rnm4bSjeHWRf0/galf0NOciejqmhwxoPtxX32D7XLRwX0rIB6EK9TfMrz3w82E1aJ1mX01+e7SArP94WpISavT0wEjO3qNcXXAov9myAF3uaj+QgSlNoQws4R+o/ej17VHvP95YTJbzZP9JQl8PdokccyUs9GyCqdmXUCw5AfHKG2SrRXRoGY9rI5niodajo56Z40jfcKzIEHz3YDC3saAcV4Odjc8tJPcNa1rKob8hFH0Hqqkgp4mcrrn3lboq3F8Oi5zuhSS33C0HWI/fdsHxcF9zKykNQgB/Wxd+Q3S7HEYztXA937xdgfG/b+uM6kmoV/TDzsVaSvDrWbAwxk/orNCrPQ285NP0Ofby9DFEYXoxh4tCm2JWQhoSULADSQsgtUS84ACNa1cY3OxJVt8D2UdDAlvDpYAyavQdJ6Tmy9321b4Tdim294ABctuHchGMosEGxdWRxk0fb1cG2Mymqtnnx9WYoKHKBF6CT0N9OR+ZOW4OqLpcwqn2YwWP7stDJooK/D+aMbmN2H8YYnuxUzynjc0Va1glSewiKcvrjQarKo9rQ08BBdI+ohmoiVeXchTEyH3IdwqtiSItaJQqEC7zX/Xy88OaASJcrAAIA3RtVkxyqKFZMQJ9rHCSzP5lWEQuN0VdRHSFYqUe00bW1+fAB8UrbciknKMf/6W65+FKL0EBED7HPa+8s/H28Mbi5clZlPa3CgvD2QPOtvvS4+staiSro7oQahYEsMbh5TSTNGGa1jZYjkVtRXy7OCuWWyvCWtfF0l3qKFEq0FX3VXfLUA1G1db1S3xnUWFYorFZxRrEmZxteAvx8XHLe6yzIY2sH5nqXegKNbcw30H8n/mRBtYicqc+wlrWwcN+lUuu0/NBK+HQw/jhwGZ+uP2PXcapW8MPZTwYbWnqM79UQ/+lWX5HvlkF6nvk/NvbYVYunutTD97sv4I1+Efh6+3mbjvFEx7roGVEN4/88imEtamHek9IKvoQHB+DSrWybzukMggJ8RfO1PRW5lWd9NBAmqtdrHZV37mrKip+PFz5WuU3h4OY1sXxcF7SvV0XVcbgCpu81JXm5T0MkpWfjEQ8qjNc/yrEpg9vf6uVyMuvpkGJrB493CMP1jFxk5hbYlMfpKJzdZcL4ZdImrApe7xeBsRrJ+bQVOUZ9sXY/euVLrMG6p+Pv421Tz7l29argyOU7iKhe0p7CWIlljDnEYOBIB8voDmH4dmei404gQmhQecRM6oeQiv6yFdtFz3dCraByhmIlMZP6yXrpN6peETsTlCnu5Ag6hFdF9JAmOJdyT+2hECpTo7L7Rmy5G4wxdHBCqzB3wVGG7+qVyuHX5zo65NhqYK7lkZI0NGqHpWWqV/JHh/pVsT7+hsPPRYqtHfj7eLtNCKE1TkwdiJt3czFg9h6L2wVX8EN6dr5hmTFgxfiSvnpeXgwTBlgPKdQqc59og9f+OiarHZLYphX9fbD9rV6aC320h5Xju+Lq7RyHWLJNYYwZqi470kflzOrdxujDuOXS3aSwndzjuHJr2K1v9kR4tQrw9fZCj4gQtYdDqETlcj7IzC10uZBhgtAiXzzaEu+uiFd7GJonuKI/PnqwmVMUW7tmeIyxqoyxrYyx88L/onEgjLFnhG3OM8aeMVrfjjF2gjGWyBj7hglvAsbYY4yxU4yxYsZYe3vGqEUsVSQ2Fz5dqZwvIiS0Gtn8Zk+sf70kdDLuw4HyB6hhDC2I7FRs61Qtj4YhFTUbkhxR3fpvtX/TsiFGYVUDUN1GpUwu+hxqe6slWkILoZ3GuLBei4galRxefdrd0YKut+bV7pjxcAu1h0EQBIBH2pYOm17wNKkUasAAVKvoj33RfbFtQi+Hnsvet3A0gO2c8wgA24XlUjDGqgL4EEAnAB0BfGikAH8H4EUAEcK/wcL6kwAeBmDZfUiIYklnmjjEcoGHVS93xc63e5v9vFpFfzSrrSuL3jMyBJUdWLLbE9EXv5HjeTKdDM5/si0+fUjdnCa16WIUgj26Q5hoSNEDrWo7dAyWqm2P7VwPzUMDkTRjGNrUdVzel2mFWdPQ9EOT3LO/LOGZ+LtQyo6jqF+tAkY7sf81QRDS+H5sO/QXDM2u3g7H09BHa4UGlUej6o4Nz7b3zo4A0Fv4+zcAuwC8Z7LNIABbOee3AYAxthXAYMbYLgCVOecHhfW/A3gIwEbO+RlhnZ3D0yY+FrwGYh6+3/5TkjPRVuIkPHHaEOoXJ9DApJ+xJfRfmZxQ5CY1K8HHi6GwmKNecACGSuzjqxVmPNJSlfO+N7gJvtt1QfSz561UQnYUz3evj/BqFbA45gp6RFRzmneaIKTQRYM1AQiCUA/jWerg5jUBALve7o3KVNDJaawY18XgEHMG9iq2NTjn+oDpmwDEYu5CAVw1Wk4W1oUKf5uuJ+zg9b6NMFQQXjE6hJdVXG0JZ7SkPGuN5eO6SNpO15JA913LKR7FGMOWN3ui76zdHtUYnbAf45D2oABf9GtaA/2a1sD0kZ4ZCmlsDxrTqS7CqgSgb5PqGDSHgnvcAXp+EQThTMT8Y+EynBGE/bR3cmE3q4otY2wbADFNabLxAuecM8acngLFGPsvgP8CQN26FP4zYWBji5+L5dG6ckEWNXmwVW1Do3NLBFvpVzz1gSgE+PlgSIuaOHAhHYD871x/jgdbu7bth+TRM9n4Rg/k5BeqPQx0axRsaH3lKsr7ute6O7x3qT2QTHoejFl+h/SIcK3+wkQJJI+EFvj0oeZ4/++TqpzbqtuNc96fc95c5N8aACmMsVoAIPyfKnKIawDCjJbrCOuuCX+brpcF5/xHznl7znn7kBDPrUSptSIxrsDojmHWN5LAs93qY1SHMFQq52uwFHaqL8+CFVjeF6c/HoT/9YtQZEyOwpXk0cfL86MKjOe2r/V13G+jaa3KaFdP/XYa/ZpaLsQVFODrsP6h5mgeGohWYUFOPaccXEkmKbtIGZ7qXA+ALh2CcC9cSR61gD6l0dF5nURpxgrPKDWwNxR5LYBnAMwQ/l8jss1mANONCkYNBDCRc36bMZbJGOsMIAbA0wDm2jkej8XahOCXZztIbv0xbWRzTF6tjiXFnWhQzfqDcNlL0sKQ9UTWqIR90X1RO1B+7mOAHxU7sETchwPBGJCdV4jvdl1A3yaObbwuRquwIMOk0xmEVQkAAHwwPEq1vF5nc2BiX5hZxKcAAAmcSURBVCTfuS/6WYNqFVDTBtkiCHdC760N8CtdMyPAzxs5+UUqjIggXJfFL3RC45rWOykQyhLg542aKtT5sHemPAPAMsbY8wAuAxgFAEKLnnGc8xcEBfYTAIeFfT7WF5IC8DKAXwGUB7BR+AfG2EjolNwQAOsZY8c554PsHKtH00fGJP7JTvVQzscbby2PA2C5PZCWkTJB7ijT8wqAes86iEChGETlcr74eIQ6VaPXvNLNqefr0jAY617rjma1Kzv1vGpSK7A8agWKy9Dsx1s7eTSEGOHBAWhTtwpWH5MdhEVIQP/OZkz3PgmtUh5LXuyMPefT8Owvh63sTRDaomsjCs1Xg1MfqaO22aXYcs7TAZSJ++KcxwJ4wWh5IYCFZrYrMwPlnK8GsNqesXkaDAzmujh+8aj8qrCPtKuDhfsu4dT1TDtHRhAEAFRSqX1A81DnVRt0deoFU1EQZ1PR3wf38nT518te6oJRPxzAG/0jMLJNHYNiW8nfB1l5hcJ7jLAXvceWAdjwRg/4eXvBy4tRJwmCIFwGtZ5Hnp+E5iGEVDJfoKi8SAsfKUwZHoWK/j5oGeq6+WEE4cpseL0H1rzSDTUrl9N8b2E12ftuHyx+oZPTzvf5I65RuMoVaFevpNJ+tYp+SJoxDCPb1Cm1TVhVXch8ILXYUIQIIV+wTpUABJb3RXk/z+8PTBAEIQVK2nMTlo3rgoMX0pFxvwCJqVm4eTcXOxPSAADDbOxr2qlBME6qFCrgLnw/ti3iku/i5t1cBJb3RfvwKth+JhXl/bxt/t4JZZj7RBucT8lSdQxRQgjwwUnOLVjkKsx5vDUup+eoPQyEVQ0wKE/O4PEOdXHmRhY6OLmNgSsy/8m22HDiBv5NvFXGYz778VZ4c2kcfny6HbacSsGoDsoU5NM6z3QNR4s6gWUKunVuUBWDmtVA9JCmKo2MIAhCXRj3oF4v7du357GxsWoPgyDcEsbYEc55e6WOR/JIELajtDwCJJMEYSskjwThWpiTSQpFJgiCIAiCIAiCINwaj/LYMsbSoKvObIlqAG45YTiugFauVSvXCTj2WutxzhVrrCdRHgHt3D+tXCegnWt1G3kE6B0pglauVSvXCTjuWtWSR0A7908r1wlo51qd/o70KMVWCoyxWKXDSVwVrVyrVq4T8Mxr9cRrEkMr1wlo51o98To98ZrMoZVr1cp1Ap55rZ54TWJo5ToB7VyrGtdJocgEQRAEQRAEQRCEW0OKLUEQBEEQBEEQBOHWaFGx/VHtATgRrVyrVq4T8Mxr9cRrEkMr1wlo51o98To98ZrMoZVr1cp1Ap55rZ54TWJo5ToB7Vyr069Tczm2BEEQBEEQBEEQhGehRY8tQRAEQRAEQRAE4UFoSrFljA1mjCUwxhIZY9Fqj0cpGGNhjLGdjLHTjLFTjLE3hPVVGWNbGWPnhf+rqD1WpWCMeTPGjjHG1gnL9RljMcK9XcoY81N7jPbCGAtijK1gjJ1ljJ1hjHXxpHvqqfIIaE8mtSCPAMmku0LySPLojpA8uu+9M0ULMukq8qgZxZYx5g1gHoAhAKIAPMEYi1J3VIpRCOAtznkUgM4AXhGuLRrAds55BIDtwrKn8AaAM0bLnwOYzTlvBOAOgOdVGZWyfA1gE+e8CYBW0F2vR9xTD5dHQHsyqQV5BEgm3RWSR5JHt4Lk0X3vnRm0IJOuIY+cc038A9AFwGaj5YkAJqo9Lgdd6xoAAwAkAKglrKsFIEHtsSl0fXUEAekLYB0ABl0DaB+xe+2O/wAEArgEIQ/eaL1H3FMtyaNwfR4rk1qQR+E6SCY95B/JI8mjq/8jeXTfeydyfR4vk64kj5rx2AIIBXDVaDlZWOdRMMbCAbQBEAOgBuf8hvDRTQA1VBqW0swB8C6AYmE5GEAG57xQWPaEe1sfQBqAX4TwlQWMsQrwnHuqCXkENCGTWpBHgGTSIyB59Jj7SvLoAWhAHgFtyKTLyKOWFFuPhzFWEcBKAP/jnGcaf8Z15hK3L4HNGBsOIJVzfkTtsTgYHwBtAXzHOW8DIBsmIRyeck89GU+XSQ3JI0Ay6faQPHoUJI9ujqfLI6ApmXQZedSSYnsNQJjRch1hnUfAGPOF7gHxJ+d8lbA6hTFWS/i8FoBUtcanIN0APMgYSwKwBLrQjq8BBDHGfIRtPOHeJgNI5pzHCMsroHtoeMo99Wh5BDQjk1qRR4Bk0q0heSR5dDNIHt333hmjFZl0GXnUkmJ7GECEUInMD8BoAGtVHpMiMMYYgJ8BnOGcf2X00VoAzwh/PwNdHoNbwzmfyDmvwzkPh+4e7uCcPwlgJ4BHhc3c/lo55zcBXGWMNRZW9QNwGp5zTz1WHgHtyKRW5BEgmXRnSB5JHt0Qkkf3vXcGtCKTriSPTEjo1QSMsaHQxbp7A1jIOZ+m8pAUgTHWHcBeACdQEsM/CbqchWUA6gK4DGAU5/y2KoN0AIyx3gDe5pwPZ4w1gM4aVhXAMQBjOed5ao7PXhhjrQEsAOAH4CKA56AzRnnEPfVUeQS0KZOeLo8AyaS7QvJI8qjaIO2A5NF9750Yni6TriKPmlJsCYIgCIIgCIIgCM9DS6HIBEEQBEEQBEEQhAdCii1BEARBEARBEATh1pBiSxAEQRAEQRAEQbg1pNgSBEEQBEEQBEEQbg0ptgRBEARBEARBEIRbQ4otQRAEQRAEQRAeC2MsmDF2XPh3kzF2Tfj7HmNsvtrjI5SB2v0QBEEQBEEQBKEJGGNTAdzjnM9UeyyEspDHliAIgiAIgiAIzcEY680YWyf8PZUx9htjbC9j7DJj7GHG2BeMsROMsU2MMV9hu3aMsd2MsSOMsc2MsVrqXgWhhxRbgiAIgiAIgiAIoCGAvgAeBLAIwE7OeQsA9wEME5TbuQAe5Zy3A7AQwDS1BkuUxkftARAEQRAEQRAEQbgAGznnBYyxEwC8AWwS1p8AEA6gMYDmALYyxiBsc0OFcRIikGJLEARBEARBEAQB5AEA57yYMVbAS4oRFUOnNzEApzjnXdQaIGEeCkUmCIIgCIIgCIKwTgKAEMZYFwBgjPkyxpqpPCZCgBRbgiAIgiAIgiAIK3DO8wE8CuBzxlgcgOMAuqo7KkIPtfshCIIgCIIgCIIg3Bry2BIEQRAEQRAEQRBuDSm2BEEQBEEQBEEQhFtDii1BEARBEARBEATh1pBiSxAEQRAEQRAEQbg1pNgSBEEQBEEQBEEQbg0ptgRBEARBEARBEIRbQ4otQRAEQRAEQRAE4daQYksQBEEQBEEQBEG4Nf8HO9INhX/tsqoAAAAASUVORK5CYII=\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"iVBORw0KGgoAAAANSUhEUgAAA7YAAADmCAYAAADhnBnyAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjIsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+WH4yJAAAgAElEQVR4nOzddXhU19bA4d8iCSRYgjsELU5psQotLdBS2t4adTfqcm/lQpUKULttv7q7UhccSoFiJVDcJbgHiEB8f3+cM8MkGc1MMpnJep+Hh8yZI3sm2TNnbVlbjDEopZRSSimllFKRqkq4C6CUUkoppZRSSgVDA1ullFJKKaWUUhFNA1ullFJKKaWUUhFNA1ullFJKKaWUUhFNA1ullFJKKaWUUhFNA1ullFJKKaWUUhFNA1ullFIhJSKniMh6EckUkQvL6BpGRNqVxbnDeS1fROQ4EVkiIhkicq+IvCMij9vPDRCR7eVQhrEicn+AxzwiIh/4ue8nIvJsKcv2g4icU5pjlVJKRTYNbJVSSpWKiPwpIgdFpFqxp54G3jDG1DTG/FyRAsMo8DAwwxhTyxjzmjHmdmPMM+52FJFUERkUyouLSAPgOuBd+7FfwbQxZowx5pYQXP9cEflLRA6JyG4R+UBEarns8jxQqqBYKaVUZNPAVimlVMBEJBnoDxjgX8WebgWsDNF1YkNxnigSsvfWG7G4u0e4AZhgjDkawLlC+TtMxApcmwKdgGbAi44njTF/A7VFpFcIr6mUUioCaGCrlFKqNK4D5gOfANc7NorIRqAN8Js9FHme/dRS+/Hl9n7n2UNqD4nIXBHp7nKOVBH5r4gsA7K8BEZDRWSTiOwXkRcdgZiItBWRP0TkgP3clyKSVOz8D4rIMhE5LCLfiki8y/MPicguEdkpIje5XtAeJvuOiEy1hwPPFJFWLs//n4hsE5F0EVkkIv1dnusjIin2c3tE5GV7e7yIfGGX95CILBSRRsVfrIj8AZwBvGG/lx08DdsVkc+Bli6/h4ft7f3s9/uQiCwVkQEux/wpIqNFZA5wxP49FncOMNPevwYwEWhqXyNTRJqKyCgR+d5+TenADfa2L1yu9Z3d43pYRGaJSBd3v+DijDFfGWMmGWOOGGMOAu8DpxTb7U/gXH/Op5RSKnpoYKuUUqo0rgO+tP+d7QjEjDFtga3A+fZQ5JPs/XvYj78VkZ7AR8BtQD2sYa2/FhvSfCVWcJJkjMn3UIaLgF7ACcAFgCMIFWAsx3r1WgCjih17GTAEaA10x+qJRESGAA8Cg4H2gLuhvFcDzwD1gSX2e+CwEDgeqAt8BXznEjT/H/B/xpjaQFtgnL39eqyeyBb2+3E7UKJH1BhzJjAbuNt+L9d5eF8wxlxL0d/DCyLSDBiP1eNZ136dP9jDix2uBYYDtYAtbk7dDVhrXyMLK9DdaV+jpjFmp73fBcD3QFKx98dhItb72xBY7GEff5xGyR7s1UCPUp5PKaVUhNLAVimlVEBE5FSsIbHjjDGLgI3AVQGcYjjwrjFmgTGmwBjzKZAD9HPZ5zVjzDYfQ16fN8akGWO2Aq9iBcMYYzYYY6YaY3KMMfuAl4HTix37mjFmpzEmDfgNKxgFK+D92Bizwg7cRrm57nhjzCxjTA7wKHCSiLSwr/2FMeaAMSbfGPM/oBpwnH1cHtBOROobYzKNMfNdttcD2tnvxyJjTLq3N7CUrsEaRjzBGFNojJkKpABDXfb5xBiz0i5/nptzJAEZflxrnjHmZ/s67oL0j4wxGfZ7OAroISKJgbwYERmM1SjwRLGnMuxyKqWUqkQ0sFVKKRWo64Epxpj99uOvcBmO7IdWwAP2cNhDInIIq7eyqcs+2/w4j+s+WxzHi0gjEflGRHbYQ2G/wOpddbXb5ecjQE3756ZuzuvxusaYTCDN5doPishqe4jtIayeWMe1bwY6AGvs4cbn2ds/ByYD39jDn18QkTg/Xn+gWgGXFnvfTwWauHttHhzE6s31xeN5RCRGRJ4TkY327yfVfqr478gjEemH9Xc3zE3PdS3gkL/nUkopFR00KYdSSim/iUgCVq9mjIg4gsNqQJKI9DDGLPXjNNuA0caY0V72MX6cpwXHhqG2BBzDYMfYx3czxqSJteTQG36cD2CXfV6Hlh6uC4CI1MQa1rvTnk/7MDAQWGmMKRSRg1hDozHGrAeutOcCXwx8LyL17J7hp4CnxErKNQFruO+HfpbZk+Lv4Tbgc2PMrQEcU9wyrOB8oY/9vZ3nKqyhyoOwgtpErIBZfFwbAHso+6/ATcaY6W526QT483eolFIqimiPrVJKqUBcCBQAnbGG7x6PFUjMxpp3684eiiYieh+4XUT6iqWGWMu4+NMT6OohEaljDwO+D/jW3l4LyAQO2/NKHwrgnOOwkh11FpHqwJNu9hkqIqeKSFWsubbzjTHb7OvmA/uAWBF5AqjtOEhErhGRBsaYQo71KBaKyBki0k1EYoB0rKHJhQGU2ZPi7/sXwPkicrbdaxov1nI9zQM45wSKDuveA9QLcBhxLayh5weA6lgNEX4Rka7AJOAeY8xvHnY7HWsOr1JKqUpEA1ullFKBuB5rDupWY8xuxz+sHtGrxX0G41HAp/bw18uMMSnArfYxB4EN2MmbAvQLsAgrgdN4jvVwPoWVUOqwvf1Hf09ojJmINV/3D7tcf7jZ7SusgDcNOBFr7ipYw4knAeuwhjBnU3RI7hBgpYhkYiWSusKef9oYK9FSOlbio5lYw5ODNRZ4zH7fH7SD7wuAR7CC721YQX8g9wKfYQX2CQDGmDXA18Am+zpNvR597BxbgB3AKqzs2v56AGgAfOiSidmZPEpEegOZ9rI/SimlKhExxp/RXkoppZQSkU+A7caYx8JdlnARkTHAXmPMq+EuS3Ei8gPwoTFmQrjLopRSqnzpHFullFJK+c0Y80i4y+CJMeaScJdBKaVUeOhQZKWUUkoppZRSEU2HIiullFJKKaWUimjaY6uUUkoppZRSKqJpYKuUUkoppZRSKqJpYKuUUkoppZRSKqJpYKuUUkoppZRSKqJpYKuUUkoppZRSKqJpYKuUUkoppZRSKqJpYKuUUkoppZRSKqJpYKuUUkoppZRSKqJpYKuUUkoppZRSKqJpYKvcEpEbROSvcJejOBH5RESeDXc5lCpPWh+Vqli0TipVcWh9VA4a2KqIJSJVReR7EUkVESMiA8JdJqUqKxHpJyJTRSRNRPaJyHci0iTc5VKqshKRziKSIiIH7X/TRKRzuMulVGUnIk/Y962Dwl2WaKOBrYp0fwHXALvDXRClKrk6wHtAMtAKyAA+DmeBlKrkdgLDgLpAfeBX4JuwlkipSk5E2gKXArvCXZZopIGtQkRaiMiPdi/LARF5w+W5l+yW3s0ico7L9htFZLWIZIjIJhG5zeW5ASKyXUQeEJG9IrJLRG50ef4TEXlTRMbbxy+wK7rj+Y4uPT9rReQyd+U2xuQaY141xvwFFIT8jVEqDCK4Pk40xnxnjEk3xhwB3gBOCfX7o1R5i+A6ecgYk2qMMYBgfU+2C/Hbo1S5itT66OJN4L9AbkjeEFWEBraVnIjEAL8DW7B6WppxrEW3L7AWq6X3BeBDERH7ub3AeUBt4EbgFRE5weXUjYFE+3w3A2+KSB2X568AnsLq5dkAjLbLUwOYCnwFNLT3e0t0+JSqBKKsPp4GrPTzpStVIUVDnRSRQ0A28DowJtD3QKmKItLro4hcCuQYYyaU7h1Qvmhgq/oATYGHjDFZxphsuwcUYIsx5n1jTAHwKdAEaARgjBlvjNloLDOBKUB/l/PmAU8bY/LsCpwJHOfy/E/GmL+NMfnAl8Dx9vbzgFRjzMfGmHxjzD/AD1jDNpSKdlFRH0WkO/AE8FCp3wmlKoaIr5PGmCSsm/a7gX+CeTOUCrOIrY8iUgurYem+kLwTyq3YcBdAhV0LrA+DfDfPOeetGmOO2A1fNQHsIR5PAh2wGkiqA8tdjj1Q7JxHHMcWP3ex51oBfe0WZodY4PMAXpNSkSri66OItAMmAvcZY2Z72k+pCBHxddIuX5aIvAPsE5FOxpi93vZXqoKK5Po4CvjcGJPq4bWpENDAVm0DWopIrIcPihJEpBpWi9R1wC/GmDwR+RlrDk8oyjPTGDM4BOdSKtJEdH0UkVbANOAZY4w2RqloENF1shjHDX0zrKGZSkWaSK6PA4HmInKn/bgBME5EnjfGPB+Csih0KLKCv7Eysz0nIjVEJF5EfCV8qQpUA/YB+XZL2FkhKs/vQAcRuVZE4ux/vUWkk7udRaSaiMQ7ymWXPxQfVkqFQ8TWRxFpBvwBvGGMeSdE11cq3CK5Tg4WkZ4iEiMitYGXgYPA6hCVRanyFrH1ESuw7Yo1jPl4rKzlt2Elk1IhooFtJWfPRTgfK1PiVmA7cLmPYzKAe4FxWF+SV2EtIxCK8mRgfeBcgVXpdwPPY30oubMWOIrVAj3Z/rlVKMqiVHmL8Pp4C9AGGCUimY5/oSiHUuES4XUyCfgaOAxsBNoCQ4wx2aEoi1LlLZLrozHmgDFmt+MfVpbyg8YY/Z4MITHGhLsMSimllFJKKaVUqWmPrVJKKaWUUkqpiKaBrVJKKaWUUkqpiKaBrVJKKaWUUkqpiKaBrVJKKaWUUkqpiKaBrVJKKaWUUkqpiBYb7gKEUv369U1ycnK4i6FURFq0aNF+Y0yDUJ1P66NSpRfq+ghaJ5UqLa2PSlUsnupkVAW2ycnJpKSkhLsYSkUkEdkSyvNpfVSq9EJdH0HrpFKlpfVRqYrFU53UochKKaWUUkoppSKaBrZKKaWUUkoppSKaBrZKKaWUUkoppSKaBrZKKaWUUkoppSKaBrZKKaWUUkoppSKaBrZKKaWUUkqpCumrBVuZs2F/uIuhIkBULfejlFJKKaWUih6P/LQcgNTnzg1zSVRFpz22SimllFJKRbEDmTl8PGczxhhOeGYqT/6yItxFUuXg7Fdm8fRvq8JdjHITksBWRIaIyFoR2SAiI9w8X01EvrWfXyAiyS7PjbS3rxWRs122fyQie0VEa55SSimllFKldP+3S3jqt1WMX76LtKxcPp23JdxFUiFUUGgYO2E1e9Ozi2xfuyeDj+ZsJnV/VphKVr6CDmxFJAZ4EzgH6AxcKSKdi+12M3DQGNMOeAV43j62M3AF0AUYArxlnw/gE3ubUkoppZRSqpQOH80D4OCRvDCXRJWFBZsO8O6sTTz8wzIAkkeML9JTe/UHC8JVtHIVih7bPsAGY8wmY0wu8A1wQbF9LgA+tX/+HhgoImJv/8YYk2OM2QxssM+HMWYWkBaC8imllFJKKVVpLdt+GICXp6wNc0lUWSg01v+5+YXObR/N2ez8eV9GDrsPZxc/zC/fL9rOxOW7gipfeQlFYNsM2ObyeLu9ze0+xph84DBQz89jlVJKKaWUUkEKR49tYaFh64Ej5X7diuDwkTye+m1lkYCzLIh4fz63oJB+Y6f7dS5jDPkFx8r74HdLuePLxcEUr9xEfPIoERkuIikikrJv375yv/6nc1PZdfhouV9XqYoo3PVRKVWU1kmlKo7KVh8dPX0PfLeU016cwcx1+5i8cjdHcwvCXbRy8/gvK/h4Tiq/LNlRLtczJvhzjJ24hnaPTizzYLwshGK5nx1AC5fHze1t7vbZLiKxQCJwwM9jvTLGvAe8B9CrV68Q/Dr9t/twNk/+upJvFm7jpztPJi6mCjFVfDSZVBDp2XnUqBobMeVVkSGc9VEpVVJlrZPp2XnsTc+mXcNa4S6KUk6VrT4++N3SIo+v/+hv58+VYemezJx8fl26E4Dxy3dxaa8WPo4ovVDezb83axMAfcZM41CEzckORY/tQqC9iLQWkapYyaB+LbbPr8D19s/DgD+MMcbefoWdNbk10B74mwiRX2i1ZKQfzaPj45O45+vI6KbPziug+6gpXPHevHAXpdIwxjBmwmqW23NclFJKlZ2r3p/PoJdnhbsYSqkg7c/MCXcR/FZYaDiSm+98/Nr09c6f8wrKp/dz3qYDJI8YX+rjR9jJp4ASQW1hYcVviwk6sLXnzN4NTAZWA+OMMStF5GkR+Ze924dAPRHZAPwHGGEfuxIYB6wCJgF3GWMKAETka2AecJyIbBeRm4Mta1mbsHx3uIvgF0dmvIWpB8NcksojO6+Q92ZtYtg7c8NdFKWUinordqSHuwhKhd3vy3by7cKtQQU6ZeWfrf7dg478cbnz53dnbiyr4oTEnV8upvMTk0nPtu6zc/KODbmu4msSbLBCdPpvFm7z+NyP/5TPcOpghGIoMsaYCcCEYtuecPk5G7jUw7GjgdFutl8ZirKpkuLjYnzvFMWMMcxav5/T2tdHyvqDxpaTX2D/X0haVi73fL2YVy/vSYNa1crl+koppZSqXO7+6p9wF8Gjtbsz6Nmyjs/9clzmeY6duIaBnRqyZNthHvxuKQseGUij2vFlWcyATFppdXClZeZSNaYKeS49nBVl6t/ho3kkJsSV6tia1UISNpapiE8eFS5Lth3i1OdnAFagFEkcsVytCPgDLQvjUrZx/Ud/88Pi8mt5SnXJBvjF/C3M2XCAz+alltv1lVKqMrr/m3/0s7acbNibwfv23DylfJm9fr9f+81aVzTJ1qCXZ/H9IqtXceO+zJCXKxTu/noxHR+fxFcLtjq3xZZ1YOtnKJKRXfo5s3Wqly4gLk8a2JbSr0t2On/eWcp1ocItssLx0CgoNM613HYdKr9s1uNSPA/tUEopFRqLthykwKWX5OclO3nil5VhLFHlMfS1vxg9YTVvztgQ7qIocCYtKisrdhx2Tm0rjfEVcF3UXYePcsPHfwcc/L07cyN3frnI+djdVIiy7rHN8TODcUXIdJydV3ZZsTWwLaUKMqKgVCK46H47mJXLw98vdVae3PxCxqVs44XJa/jSbkErp1HIbNibWaTVTkWnX5bsYO3ujHAXQ6lKa8GmA1zy9lzaPjLB984q5Bw3zC9OXhvQcbsOH2Xkj8vKLblOZXHv14EPQ87OK2Bhappf+573+l9c++ECDgeRNff7Rdu9Pu9rROTKEM+lf3Xqev5cu4/flwUWdI+duMZnnp3YKhUj5Br++SLfO3kQiul7Ww5k0fHxSbz9Z9nMl64Y77IqN5k5+XQbNQU4ltU5Gr00ZS3jUrbznf2h2eGxiTz8/TLenXlsmFR5za8tHtRq8BOd7vtmCWe/qllYlQqXnV7WlD8QQZlVK5uRPy7n67+38ZefQ1NV6I1ftstuYFjOpe/MI3V/ll/HLdt+mB5PT2HuxtL97oovB1TcYg8JpuZvsoLv0RNWsy8jdHW7it1rVVAG2X8ryhzbDXtLP3z7m4Vb+Xuzfw0fnmyy/7aen7Qm6HO5o4FtAHYeOsr/TVuPMYajZdiNXpY27zv2YZWdV8grU9eFsTRlx/GZlJNXQO/R08JalmXbDxV57Bh+8/ofG1i5U5f/UUqpUPDWVquNTqGXk1/A3ozInIqlLMYYCgoNd321mEvfmcdPdtbblTsD6wn9Z+sh3zuVQk6e7w6Yw0dzQ3a9GDsqKiyD3DllHdiuKYdOkx8X7+Cyd48tFWqMId/NSIuf/tnOlgMeGkdc3tov5m8JdRE1sA3EHV8u5pVp61i/N7PchrGG2u70ol9C/zd9PY/+tNzD3hXT8u2HOfuVWT5aFK2as3l/lsfWvAOZofswLK1zX/sr3EVQQdq4L5PNLn+L01btibiEckqVtVUB3iiXhrdatz/Az/tQ9gJFq9s/X0Sf0dP5bF5qiR7xo7mBN/7f+MlCDh3JZe4G7bktL8YcC+J2ueSLCXSOaVl951XxIxj0dOm8gkLaPjKBFTv870CIkWM9tvszc9jlZRSIg6de5RLnLmVgO2PtXh75aTkf/bXZ6zqyz09aU6rzl9aGvRk88N1S2j06EYDdh7P5c+1e9mZk8+9vl3LWK+4bE9fvPRaAewx+g6CBbQCy7Q/qQmMYt9D7vABf1u/JKJMueF9u/SylxLbfl+1izITVQWVKKwt7iwXhWTn5rNqZzvlv/MXaPRn8Z9wSj8f68xn70ZzNwRbRLylbdL3gaPXK1HUM/N9MznjpT+e2Wz5L4eclFX+tt2hw6TtzeX7SGrctxr4cPpJXqptvFbiJy3cx9LXZ/FLG9SJUvSynvTCD3qOn0fPpKazbo1NHPJmx1spW+8QvKznzfzOLPPfpvFQ27cv0e0irw+XvzueqDxbo0HEfCgrd95QFavvBo8xev895Tgd/Akpfdocgsaq/wWBeQSHb0o44r2uMof2jEykoNJz3+l8s2nKQ/03xPvc7v6DQuYJFQaGh17PTOGnsHz6vvdjPe7yYAHrEjDHc9MlCMrLzuPHjhXy1YCtP/76K9o9N5N/fer73DZa/89yNMQx6eRY/uqwu0m/sdG74eCF9Rk8HrGRW7pJEjZlwLABfuj30oxY1sC2FL+dvJTeID5QNezMZ/MqsIt35gdqbkc1/xi1hze50lmwLbgjI4aN5vDdrE2MmrK4Q2dIAZq7bR58x00keMZ7kEePZm5FNlycnM/S12c59FnsZ+uK4wfkyzEmbJq/0nkwArJs+FVq7Dh/ltzLOCAnWiAd3tqUFlnH7x8XbSR4xPqgkHJWFMYbCQsPuw9ksTD3I239udLYY+6uw0NDj6Sl0emJSGZVSbUs74kxCs26PNacrkJ6TUglRp9FW+wb54JE8znplFh/M3kTyiPHM2bDfefOsiiqeHfe5iWs4838zGeDS6OeOMYY/1x5bzmWt3ZBwRBudvLrwzTkBf+658/APS3nm99UltseIsOVAlvMerLiTxk4v8vilKeuYumoPH8ze5Oy97VdsH09cA+qCQlOkjlXxIxgc/Mosnv19Ff1fmMHcDfvpN3Z6iYD0krfn8vofnrN1z1q3j3aPTmSmvbTQs+NLviee+NueNn3NXq/Pp2Xlsv2g9dof/XkFf6zZ68yJ41BQaJzDxcvCMj8DzW8W+rfSx9UfLAimOKWigW0AHPXr8yDHhA96eabvndwwxvDQd0tp+8gE+oyezo+LdzDk1dlc+OacoMrj8PXf2+jw2EQWbSn/nuTiZhT7AHC0APmrrEaCrt2dEVB6+2fHr/K5zx1fLg6mSMrF/swcsnLyOWnsH9zz9T+sD1Nvy8tT15WYW+3Nf8ZZCTQufXduWRUp5NKychn168pybQy76ZOFtB45gSven+/3TZM7bVyy5n65YAuTVmjjUigZY+j/wgwufWceM9bs5ZVpVi6H92eX7SgZ4yOyveXThT6HGOfklwyoHDe5V3+wgP4vzKiw80r3ZeSwsxyXsQuFrR4aCoLpPIg2i7akkTxiPHtcRrEt99JItGFvJg/5SMrkMH9TGoeOlBymHxsjnP7in87Hl71zrCMmr6CwyLBlh1s/S+HZ8atpPXJCQA1Ajgbi2z9fRNtHJtD/hRkMe3su93/zDy/5mWF7XIo1inKJ/b1bfNqdg7v6DfDw98v8Lq/D/E0HGPXrSr9Hiuz3MQrhlOf+4NTnZ7Bmdzo/Lg5uVGhpXfK2f/cgxZewHPWr+yXVFm05SFZOPi94GVm1LyMnpKN5QhLYisgQEVkrIhtEZISb56uJyLf28wtEJNnluZH29rUicra/56yojuTmu93++vT1JI8YT1pW0Q+QQIY5Hc0r4LtF28skW5urS96ex22flxyy7I4xpkzmVnwyNzWo4+duPBDU8QWFho/nbGbo/83moe+Wsi8jh+QR4zn71Vn0eGoKP/hIUe8Qqpv++ZsOkF7BhopXBNl5Bc4W1rkb99Pr2Wl0eXKy83nHsCJPdh46SmaO+zobrH+9McevHnvXxefX7ckMWzDuy5HcfKav3kNGtjWE9/YvFvHJ3FTOeOlPvl+0vVzmFf9hN3i5m8bx9G+rSB4x3ucNQfGs5I/+tILbv1hMYaFh7e4MlgY5Aqay+79p62k98ljDwY2fLPT72EkrdgWV7O8DH4HztNV7uer9+YA1tSUjO6/EzeZEH0t2ABzM8v1ZnFdQ6LMRdPfh7FINuTXGcOtnKTz603Lu+GKRs0e59+hpnPzcH/yyZAfzN/n+DszMyS/1cNZA6ru3a8zykAl5ydZDjPxxeZHPR08OZuXy3qyNHsu0ame6c+RXJPp0rtWZ0nfMdLqNmswOl8aLsRNXO3tUdx46yvDPUhj08kznihD+OOhmpNCr04qORvrbZQmg9n70FAeSFGi5HYxOcvm+TNlykJ+X7GSeH3/HgDOhq68/y+Mem8TTv61iXMo2Rv64jA6PTWTTvkyPgbDD3A37Wb8ng0NHcrnji0UcyMzhivfm88ncVBYEOK1w9a50Nu4rmZnY8RqGvDqbbB9Js3YeOsqUlbvp+PhEjuYWBDzay3HflF9Q6NdnRXHFk4V5u2fv8uRk3vpzI52emOS2waX36Gnc980SDmTm8Oq0ddz1VXCdPRLszYiIxADrgMHAdmAhcKUxZpXLPncC3Y0xt4vIFcBFxpjLRaQz8DXQB2gKTAM62Id5Pac7vXr1Mikp/gVkpTHk1Vk+s451alKbiff1L7Hd3VAOh69u7cvJbev7vH52XgEdH/c8dK5j41rcfWY7zuve1OM+3spRXOpz57rdXlBoiqwTeOeAtvy2bCdZOQUsfnyw3+f35KnfVvLxnNSgyujv6/R0/KdzU3nSQwuUw9ldGjFv4wGWjTrb4z7BlgPg7q8W8/uyXdSqFsvypzxfK1gissgY0ytU5yvr+gjH3htPBnVqxAfX97KGr5qS83WSR4ynakwVVj8zhJgqYs1bKiykWmyMX9f35/c7b+SZNElM4PdlO0mIi6HQwODOjXye44reLeidXJfqVWM4p1sTr9fYeegoq3el075hLRrWrkZ8XNHyO+bNxMWUri3TGFMkWPHE299x6v4slmw7RINa1TixVR3+/e0SGtWOp13Dmpzcth6NE+OpXjXW6/kDqU/b0o7QJDGe/EJDTl4hidXj/D6H43UUFBqWbj9Ek8R4miQmAFar+5fzt3JNv5bUq1kNsIbYZubk069NPY7mFhAbI1QRKfL3ZowJaImxUNdH8L9OHjqSS9XYKs7fx5YDWazbk0n/9vVL/G055OYXMuq3lT7X7Ha8t/sycqxbWwMAACAASURBVEiqHkf7RyfSo3kiH97Qm17PHgtqR57TkdtOb8u6PRnEVBG+X7Tdue7hX/89g2ZJCaQfzWdPRjaHjuTRtVltOj8x2e01i1vx1Nl0dWkA+3Z4P45vmcTcjQe48WPfgfiFxzfl1St6FnntVcS6+W9RpzrXf/S3c0mL5nUSmPrv00moWvR9e/j7pc5epttOa0PthDja1K/hrOtrd2dQp3oce9Jz6NY8scix/cZM93kjDjD+3lPp0jSRjOw8NuzNZM6G/dx9Znug6P3EZzf14e6vFpOenc/SJ87ip3+20yu5Ll2bHbtuYaFB5Ngyef58Rzo0S0qgWZ0Emicl8K/jmzJv0wEu7tmchLgYTntxhs/jHxjcgXsGtuc/3y7hR3sY5uT7T6Ntgxpk5xc6f5c9WyaxPzOH5y7uzlO/reSb4SdRt0bVInX+n8cHU6NaLFVjq7At7QgxVYSmSQk+yxCu+pienUf3YsNRPUmIiynTFTuaJMa77akNVs+WSYy+sFuRqWYVSa34WDKyrQbwPsl1iwT5wXj5sh60b1iL5TsOM375TuZsKF2HTHK96j4b8T0Z0qUxk1bupn/7+uw6nB3UUkDB6tWqjjMnjbd7CQdPdTIUge1JwChjzNn245EAxpixLvtMtveZJyKxwG6gATDCdV/HfvZhXs/pjj8fEjn5BeQVGAqNYe6G/STXr0Hq/iNk5uQz4LgGJCbEOSd477BvFlvUrc63C7f53Yv470Ed6NikFm0b1OSL+VsYdmJzznvdv+y3H9/Ym037sujYuBZ1a1SloNDw9G+ruPakVnw+f4tfCadu7d+anPxCPptntZjdMaAt53dvyo+Lt/PBX/4PBdsw+hyWbj9MoTG0qV+DGWv3sS3tiMd5hcV9f/tJdG+exKEjuczbdIAZa/Zy7UnJNEtKoEa1GJZuO8zrf6zn9tPb0qBWNeZs2M8lJzYvcnPjy8qnzmb93kzSj+bx69KdDO7ciH5t6tHjKf++CCbd35+8fCv7XdOkBKau2k3/9g2Ysmo3b87wb/HoHi2SOLVdPb7+exsPnNWBR39aAcD9g9qXaPX0ZMK9/fl24VY+tX9nN53Smn8d35SU1DS3cz1evfx4kqrH8dKUtWzZf4R3rj2R5Po1yMjOo1psDMn1qrMvI4fFWw9xdpdGft1QhyOwfXfmRsZOPJZI4IaTk1m3J8PZ4356hwas2Z3Oh9f3ZuqqPX7/7YVC/ZrVnL05jWvH+3UjGW0u6tmMhrWq8e6sTb53xvq7vD/IxBbNkhKK9EiESyjK0bFxLdbYAYprr0gwX9rB8FUnfTWeKhWNnr2wK9f0a+V1n3DUx0NHcjn+6amhvKRSESHcge0wYIgx5hb78bVAX2PM3S77rLD32W4/3gj0xQpi5xtjvrC3fwg4xjh4Pac7vj4kZq3bx3Uf/V2q16lUJAvHjbSv+ngkN9/vHhaloskLw7pzWa8WXvcJx410ICN6lIomvr4jw1Ef3/hjPS9NWRfKSyoVEYK5Z4345FEiMlxEUkQkZd8+73MxNrkZ066UCp1A6mOChyGNSkW7heW41FsgdVIpVbYCqY8DOzXy+rxS0cpdQjN/hSKw3QG4Nj03t7e53cceipwIHPByrD/nBMAY854xppcxpleDBg28FtR1qMnw09rQsm51runX0rltwr39eeXyHky6vz9X9rEu36tVHa/ndOfZC7sC0K5hzYCOi4+rwpV9WjKoUyPuGNC2yHPJ9aoHXA5XjWvHB3xMj2Lzenq0SAr4HLed3oY7BrTlxWHdAahfsypdm9UGoE39Gs79Srtw9cuX9Six7azO/n8ZXHD8sfnIp7SrB8AJLZO47bQ2pSpPeenarDZvX32C2+0AcTHC8S2SaJaUwOyHzyi3cgVSHwOZb6hUNHnG/o4oD4HUySv7tPT6vFIqOIHUR238VZWVv3lO3AnFUORYrERPA7GCz4XAVcaYlS773AV0c0kedbEx5jIR6QJ8xbHkUdOB9oD4Oqc7ZZ2sxp9hWsWTSuQVFBJbRTwmXjm+RRLfDO/nMSHH0m2HuODNOUz592k0SYwvsaZVcZvGDKVKFWFPejZXvT+f4ae14fLex25W/B1qtnHMUI/B5qZ9mUUWY++dXIeFqdaE781jhwYdsIQiwVUokjbN23iAK+0MmsW5zr8rfo7l2w/TODGeBrWqBVSO9Ow8nv5tFXef0Y5mdRKIi6nC4SN59Hja+p13aVqbpy/owomt6vp1zkCFY45tenYeq3am069NvSLb1+7OoElSPLXj4ygoNCX+FjfszeS16etZtOWg13mQ9w1sz/2D2jvXfnvITun/5Pmdeeo3KxfdRT2b8cR5nbn504U8f0l30rPzOaFlEiLC+GW7GNipIfFxMWzen8Xuw9nOv4nU5871+/f7+pU9uefrfwBr2bDNY8/lxclr/JrHPX/kQBonFm2YOnwkj9oJsc66tuVAFqe/+CdX923J6Iu6+VUmsJJONahVjbgYK5FK8zoJbuuvP69zcOdGvH+d9eezaMtBLnl7Lvec2Y4HzjrOmX31rw37qVujKokJcZz72l8MP60Ngzs34unfVhFTRXjz6hM4mpvPoJdn8eH1vcjOK6R780Ra1K3Okm2H/F7a7IaTk/lkbipNE+PZaSc7effaE1m1M93rPO3TOjTg3jPbcWKrOrw8dV2RdQ8d9XxPejZ9x1hLDS16bBD1alZjb3o2OfmFtKjruQGyyxOTyMotcH5G+xKOoY97M7LpM3o6H1zXi0EuDYQ/Lt7Okm2HePqCogH5rsNHqRUfR2wV8Xtu7pe39OWUdvXJzivgsnfnOddNfPOqE5zZMH+/51R2HDpKrWqxXGWvg/jXf8/g1OetREOt6lXnvoHtnctkAfxwx0lc8rZ/a8M/MLgD/5tadIjnJSc054cAltj4+5GB1KtZjX0ZOQz/PIWjuQX0Sq6LiJVE8vGfrVwLc0acSTOX5ESLthzkozmbOb1DgyJLjEy6v78zY/cFxzfjx8XbqV41hiFdm5CVk8/m/Vlc/u48Pr+lLxe/5d+SHHcOaMvtA9ry1YKtPGfnMujQqKZzXWF3lo06i8VbDrJhbybPjl/Nhcc35ecl1prgF/dsxn2D2jN/0wH++8Nyv9+r/u3rM9tD9uNgjDynI6e0q18kh8mcEWeSEBdD3RpVASvp1SnP/8Guw9mc3LYeteJjmbxyD/3a1GX+JmvkxIR7+9O5aW2v1wpX8ihvn71f3NyXU9sfSzyalpXLxW/N4ZITmpf4+y4v7RrWLFUCooEdG/pc57Ws/HtQB+eSZGVt0WODeHHyWq7u24rz37D+boed2JwxF3Wjw2PBr0vsrz6t6/qVsyeUEhPi/Fou86KezXjl8uN97ldmc2ztkw8FXgVigI+MMaNF5GkgxRjzq4jEA58DPYE04ApjzCb72EeBm4B84H5jzERP5/RVjrIObF0z8nny692n0L15yZ5NTx9OxQNhX7x9yC1+fLDzw7w0xzuMvqgrV/f1nkjBcZ4+resy7raT+C5lG3VrVA3J0JmKEtgCtHtkAvmFhn8eH0xiQhw7Dx+laWICOw8f5dTnZxS5mXfn+o/+dqZVL205bvj4by49sQXndveeGTdYkZgVGaxss72encaBrJJDV96++oQiGYWf+m0le9NzeNNNb7e/kkeMp1uzRH6751S//s42jRnKur0ZDHl1Nv/q0ZTXrixa34uf494z2/Gfs44rdfnKgjGG+ZvSeOb3VbwwrDtdmyVijCEtK9eZGdjdMRDannlP7/fJbes5E469fmVPzu9Ruszwxevh/d/8Q9dmiVzTr5XHxkd/rduTwcy1+7jVz9Eg4cyKXFq+kk8VbzD935S1vP7HBj6/uQ/92zdg/qYD/L05jXvObOf8u8m2s7zGx8Xw1YKttKibQP/2x3q62j86gbwCw7pnz/H7xrB4o9SaZ4Y4f7/+1OnnLu7GFSHo3U4eMZ5/D+rAfYPaB3Sca+OKJ32S6zLu9pOcjxdvPciOg0eddSMnv4DjHptEz5ZJfHlLX68ZybPzChAp2YtS2u/Zd2du5KS29ejePIlbPl3ItNXeA5pvhvejXcOaRRJL/v3oQBrWshr8Pp6zmad+W8UJLZP48c5TPJ7HNTN5dl4Bl74zj6cv6ELPlr5H5oWrPmZk5xEXU4X4uBhW70onIS6GZJfRbp4Ech91Wa/mzgzdDj1bJhVZ0uW9a0/krC6NKSw0RdYBL871dx1IGdY8M4THf17BhOW7WDbqbL6Yv4UXJq0hKzf4LM+t69dgs52lHGD5qLOoFR9Hvr0kV72anjshnrmgC3VrVCuyBM2CRway+3A2xzWuFXCyPW/3ev6+X/8Z3IF7B1oN9kfzCpi+eg99W9cLaG330Rd15dGfVvD5zX3o1aou+zNzaFG3ut9luOD4pvxiN3iBlbTW0zrln97Uh/7t6jsbdN1dI/W5c3lzxgZmrt1X5HPLmzINbCuKsv7S9ifZzU93nuz2Q7Kg0JB+NI+ezxTNcLfiqbOpWc37EheuHH8Q/zw+mENH80iIi2HHoSN0a5ZE1VjfI8sDWerCm/TsPHLzC6nv4aY2GN7KWL9mVfZnHgtgPJXV3+UQ/HmtnmTl5FO9aozXG/ejuQV0esL3B18w5QiVSA1swcpgvmDTAS4+oTkAXZ+cTGZOvl+NPYE6mltATBWhamwVr3+rP991Cu0a1nTW70NHckmqXrIsrueoCH8HFdnIH5fx9d/WwvCvX9mTUb+u5KS29XjjqhOc76OvUSM9n55SJEPx5rFDeW7iGi46oRkdG3vvtSlPkRjYAvy1fj+zN+zj3ZlFM2l/f/tJ9EoO/WiT8ct28fof65lwb3/6vzDDZybrB8/qwN1ntufK9+aTmBDHO9eeWOR5X8F5k8R4Zjw4IOiGjmCNW7iNBrWrcePHC5n679MYl7KNX5bsZMxF3bjlsxS+Gd6vxEiYUDtp7HS/ln/x9rk28sflfP13ySWiVj51NiLWcFzXYPTnf3Zwee8WJer47PX7OKFlHWoEcD8ViEirj4EElctGneVcUuiszo2YsmoP71xzIrd/sQiA/13ag0tObO7cP3V/FgNfnklBoRU/3H56W96ZuZGXLu3BMJf9UlLTGPaOf6Mogu2keOjs47i6b8siWaRb1E1gW9pR7hvY3jlS56//nkHzOiVH1rhe5/Ure9KxcS3aNKhZpCEuJTWNhakHi0wVXLTlIBOX7/J7xRF/AtuJ9/WnbYOaHhvqgn2vvJ1j/LJdfq0ju370OfyyZCcP2uvSpj53Ljd9spA/1uzl+BZJLLHXg3fX2HTe67NZsSPd+Xhgx4Z8eENvv8vu4KlOls0nQJSqXjWWGQ8OIC0rl0vedj8UqNBDO0FMFaGOyw32nQPa8vCQjgGX4fOb+9C6fg3q1KjqPF/xYYrloXZ8XJmdu2Xd6mxNs9bkSqoexz1ntqdv67r8smQHj57b2a/K27t1XX5butPnfsHw5wu0+NqFqmw0S0pwBrVgzTGGY72GoeTud1qjakyJluXji81JdxfUAsx8aAAZ2fk0KsU8+Mpm7MXdMQY6N63N+T2auu2Z9dVDPOvhM8jOK6T36GnO/UcO7VQm5a2MTm1fn1Pb1+fW/m04dCSXO79czLo9mdQqo++Mc7s3cY5m8efz1rGO69fD+7l93l3AenaXRlSvGstP/+xg3siBQZQ2dC7rbeUBcdygPnpuZx49t3ORbWXNW26Mrs1qF7l59aS6m9/ZE+d1dvv9Gh8X47Gn3LUXX8EnN/bmBj/WZG5RN4Ha8XH0Tq7Drf3bsPPQUaas2kObBsd6hV2DWoDk+jXYOGYo4xZuY39WDncOaMeIc0rez/qbO8VbTpNxt53EZe/6Do6rxVYhqXpVFj02iKTqVZ3XXrs7gw6NanL9yckkxMV4/IzYNGaosye6T+u6br+PeyXXLdE4d2KrOjSsVS2gpTR96dTEamCdN/JM8gsM/5uy1jkdoKyd1cW/UZdxMVUYdmJzOjWpRdUYq1Pt9St7smFvJt2aJTrfS3efs41qxbOCY58NpQlqvdHANkCt69egtZdhIL5upO86oy1NkxJ8DvX1JNgP7wa1rDlBrmrHx5JuLz7dsXGtoM4fCr/efYqz1W3JE2c5t7suFu9Lw1qh70kONUcA3yACyhppyjsx1cqnhzgbXP47pCO9kv1POteqnu9hZeqY5y7p7nb79AdOJyev0OfxteLjqKVtCGWufs1q1K9ZjVHnd+GxX1bQKsgEiP64c0DbIvNuXfVvX59PbuxTqvOOvbg7dWtU9WveV2Xy9a396P/CDLfPNU1MYMWOdC4tFhQVV3zEWrOkBG46tXXIylhZDTiuoV/7CdZ35Xe3nwxY97BDuzWhYe145o8cSKGXe1pH44on/ga2//XSydOntX+jPK47KRmgxNSY4+x7Wl8jt1zzHgTayOwtt4Irb1Nk3GmSaM3Nf/HSHjxxfhfu+GIRC0IwL7a/y7zs4uJifI/8dJ0W16XpsfvyGtViSySZdZcEasQ5HZ3zqX++y/PUgdLSwDbEjvMRGD50duC9tKHUqUlt9mUUnfOZ79LN/OKwklmGy1tS9ar8fs+pbD94xOt+3oZeu34Wf3xjb270o+WyvNWKj2Xz2KHhLkZUeuGS7rwweQ2JCWU3sgCgbYMabNxnzd258ZRkTm1XX5doCJO2DQLLQn/ngLZeGylVaJzcrj5/PDCgXK7lrvfPoWpMlVJl369ZLTbk0xmihesN/cuX9aB/+wa8NHktT13QhQfsIYr9O3hvjL9jQFvnMFH9Pix/t/Qv2oggIjS0A7tgRwN287Mzwp9ket68cnkPv6bihdvoi0qXDT8upgp1a1Tlq1v7kZvvufH2xWHdnQkyvXkwyBweVf0Ifr1xjIppXiehxMi2UNDANsTKarhVqHx4fS96PTutSGayI/YQylPb1adbc/97RctS12aJHntor+nXki/mb+U/gzt4PN5wLLI9w8+Wy/JWRUSXvCkjgzo3KpLVtaz8eMcpzrncT57fpcyvp0KnNFNBVOQq7U360G6NQ1yS6OSYCvK8vbTfyHM6kpNXyGAfDX3xcTG8edUJVIutot+HYVCWjXvl8fuMpLwUvqbwzX74DNKzPWcNjqkiXqdb+Nu7HYzbTm/D7ae19bnfZb2as/2g93wHZaXiN3GokIqLqcLv95xaZNtj51rzy966pvSZYsuTY+iMtzXeHD2253S1bkouPL7kEJCyaCnyxxtXWVlxg2ykVBVAYvU4n6M0lFLl68yOJRszH7PnnwZiSJfGjAlg+azK6J1rTuAKN0NSm9epzgfX9/Jr3vO53ZuUS0NkZePP0NeTyjjBmPJfi7rViwztLSvBtDeMPKdTkXxBnrwwrAdf3eo+j0FZ08A2BHq2DE+AVFppxZZF6d48idTnzi3ThFCh5OiN9ady9rYn+rubJRLoEgul1b5h0SGSTe01DbV1WimlQsfRoBkXI/RqZc1zf3FYd74d3q9UifzaN6pJbJDD7qLdkK5NPM57V+H12hW+54RH8t/3vJFnhvR8XZuFPit+jXJMIBopv0vHsPEmZZT4VociB6mKWAkUHv1pBZv3B74odTg0rH1scv2Xt/Qtl+ELoeS4efEWFh5bQ9N67JphsUXdBGY/HNoPRG8eObdTkTm+HRrVok71uKDnOSillCpJED67uQ8Hj+TRzG5IDMS/ejTl16U7NbGbimiR0HieVL30HSqO5Eqh8v3tJ3M0BOvmuho5tBOP/bwipOf0pKmfgaJ4vXsue41qx/PalT05pW3ZjBbQwLaUGteOZ3d6Np2b1iY+Lob/XRb+pEv+apKYwC93nUL7RjW9LspeUTl7X718aN8xoB3r9mRyUc9mADwytBPNkhJoXDuek8qoMnkyoEMDHhnakTET1gBWMpJ/XLI9K6WUCq3qVWNL/f3mSDKl00WUKltT7j8t3EVwio+LCen61Ded0ppr+rWid3JdjuaFNmAOh49vDN2yPP8KMEN0ICKj37oC+vAGa01gb/M8K7IeLZIiMqj1V+PEeL4e3s+5dmjNarHcdUY7LjmxuXMocHkREW4+1fM6bUoppYLXvI6Vpbf4khOBGmYvUdM7ObJGMykVSU5pV8+ZgTkQ1avGlMvyYaXx9a39SHlsEOd0bcz9g63pbsc1rlUuOV387aEvbUd+RU3EWlxQga2I1BWRqSKy3v7f7eKNInK9vc96EbneZfuJIrJcRDaIyGti/1ZE5FIRWSkihSLSK5gylpXOTWrzwOAOvH5lZCRciib+DEVWSilVuXRrnsi0/5zGbacF15B4Srv6pD53rt/rUypVUY04pyMf3dCLu84omcm2TYPwDrX3N9hzJDh1WPX0EGY+dEZZFCloJ7WtR/2a1Xj7mhMjJm9NccNc1p4e5mMd6ooo2B7bEcB0Y0x7YLr9uAgRqQs8CfQF+gBPugTAbwO3Au3tf0Ps7SuAi4FZQZavzIgI9wxsH/Q6XypwzZKs97x+sYW4I0EETHlRSqmI1a5hraDXxVQqWtx+elvO7NiIe84smSwzJsw3JP8e5HnJRle39G/D5b1KZt6uaOLjKs4g2GcuLLlmbucm/iXHGntx0Uzw3wzvx2c39QlJucpDsGNRLwAG2D9/CvwJ/LfYPmcDU40xaQAiMhUYIiJ/ArWNMfPt7Z8BFwITjTGr7W1BFk9Fo9tPb0v7RrU4K4KWB3AmswpzOZRSSimlqoUxELvl1NYBZfF9flh3vk3ZVoYlCs7SJ84iJqbi3OF1crMMobvVQdyJi6nCslFnMfyzFO4b2D7iRq4EG9g2Msbssn/eDbiLNJoBrn+N2+1tzeyfi29XyqvYmCqc3aVxuIsREMcHijbWKKWUUiqc7jmzHZeFsRf034P9662NFIlBZHcuC+6C2OZ1Eli9K53EBN9lrR0fxzfDTwp9wcqBz8BWRKYB7qKIR10fGGOMiPjbIBAyIjIcGA7QsmXL8r68UgGJ9rBW66NSFYvWSaUqjopSHx8I03KDcTFCXoGhijbyl4nx955KTn4h+QXHwrE3rupJYkIc3ZsnsXBzWsT1wAbK5zgAY8wgY0xXN/9+AfaISBMA+/+9bk6xA3BtFmpub9th/1x8e0CMMe8ZY3oZY3o1aNAg0MOVKhexVYSk6nFu5z1EE62PSlUsWieVqjjCVR/DHUe+MKw7m8YMdQa04S5PtOrSNJETWtZxTn8DOK97U/q3b0BiQhyDImgKX2kFO8D+V8CR5fh64Bc3+0wGzhKROnbSqLOAyfYQ5nQR6WdnQ77Ow/FKRTwRYckTZ3FlH+0xUUoppVTlcVmvFlSpIvxwx8nc2r811WIrTqKlaOQIa7s28y9hVDQJdo7tc8A4EbkZ2AJcBmAv0XO7MeYWY0yaiDwDLLSPedqRSAq4E/gESAAm2v8QkYuA14EGwHgRWWKMOTvIsiqllFJKKVWpiMtEqHAGlV2bJdK1WWKpjh1320lk5uSFuETRqWY1K7zr0LBkEqloF1Rga4w5AAx0sz0FuMXl8UfARx72KzE20xjzE/BTMGVTSimllFJKHTP74Yq5BqwvfVrXDXcRIkbXZom8dfUJDDiu8k0/CbbHVimllFJKKVXBxVYRGtaOD3cxVDkY2q1JuIsQFhrYKqWUUkopFaXClaxpzogzqaKJolQ50sBWKaWUUkopFVLNkhLCXQRVyWhgq5RSSimlVJSKrSLcOaBtpR2eqioPDWyVUkoppZSKUiLCw0M6hrsYSpU5XUhKKaWUUkoppVREE2OM770ihIjsw1pP15v6wP5yKE5FoK81OpXVa21ljAlZbng/6yPo7y5a6WsNTkjrI+h3pBv6WqNTNNVH0N9dtNLXGhy3dTKqAlt/iEiKMaZXuMtRHvS1Rqdoe63R9nq80dcanaLptUbTa/FFX2t0irbXGm2vxxt9rdGpPF+rDkVWSimllFJKKRXRNLBVSimllFJKKRXRKmNg+164C1CO9LVGp2h7rdH2erzR1xqdoum1RtNr8UVfa3SKttcaba/HG32t0ancXmulm2OrlFJKKaWUUiq6VMYeW6WUUkoppZRSUUQDW6WUUkoppZRSEU0DW+WWiNwgIn+FuxzFicgnIvJsuMuhVHnS+qhUxaJ1UqmKQ+ujctDAVkUsEUkWESMimS7/Hg93uZSqrESkuoi8JSL7ReSwiMwKd5mUqqxE5Opi349H7O/ME8NdNqUqIxG5TERWi0iGiKwSkQvDXaZoExvuAigVAknGmPxwF0IpxXtY3yudgDTg+PAWR6nKyxjzJfCl47GI3AA8DiwOV5mUqqxEpBnwBXABMAkYCnwnIsnGmL1hLVwU0R5bhYi0EJEfRWSfiBwQkTdcnntJRA6KyGYROcdl+40urU6bROQ2l+cGiMh2EXlARPaKyC4RudHl+U9E5E0RGW8fv0BE2ro831FEpopImoisFZHLyuN9UKoiiNT6KCIdgX8Bw40x+4wxBcaYRaF+f5Qqb5FaJ924HvjM6HIYKoJFcH1sDhwyxkw0lvFAFtDWw/6qFDSwreREJAb4HdgCJAPNgG/sp/sCa4H6wAvAhyIi9nN7gfOA2sCNwCsicoLLqRsDifb5bgbeFJE6Ls9fATwF1AE2AKPt8tQApgJfAQ3t/d4Skc5eXsYW+0PpYxGpH+h7oFRFEeH1sY9d7qfEGoq8XEQuKd07oVTFEOF10vV1tAJOAz4L6A1QqgKJ8PqYAqwWkX+JSIxYw5BzgGWlejOUWxrYqj5AU+AhY0yWMSbbGOOYgL/FGPO+MaYA+BRoAjQCMMaMN8ZstFudZgJTgP4u580DnjbG5BljJgCZwHEuz/9kjPnbHkL8JceGLJ4HpBpjPjbG5Btj/gF+AC51U/b9QG+gFXAiUAuXYVdKRaBIro/Nga7AYfs13A18KiKdgnxPlAqnSK6Trq4DZhtjNpfyfVCqIojY+miX6zOsIDjH/v82Y0xWURRMowAAIABJREFU8G+LctDAVrXA+jBwN0d1t+MHY8wR+8eaACJyjojMt4deHMKaK+DaW3qg2DmPOI4tfu5iz7UC+orIIcc/4Gqs1rQijDGZxpgU+8NkD9aN9FkiUsuP161URRSx9RE4inVz8KwxJte+eZgBnOX9JStVoUVynXR1HdbNvlKRLGLro4gMwupJHgBUBU4HPhARzUURQpo8Sm0DWopIrL8JmESkGlaL1HXAL8aYPBH5GRDvR/pdnpnGmMGlONYxb0gbbFSkiuT66G44lc7lU5EukuukozynYPVyfR+C6ysVTpFcH48HZhljUuzHC0VkATAIWBKCsig0AFDwN7ALeE5EaohIvP0l6E1VoBqwD8i3J+iHqlfmd6CDiFwrInH2v97uhjOKSF8ROU5EqohIPeA14E9jzOEQlUWp8hax9RGYBWwFRopIrF3uM4DJISqLUuEQyXXS4XrgB2NMRojKoFS4RHJ9XAj0d/TQikhPrOHQOsc2hDSwreTsMf/nA+2wbkq3A5f7OCYDuBcYBxwErgJ+DVF5MrA+cK4AdmIN/3ge60OpuDZYKdMzgBVYcxauDEU5lAqHSK6Pxpg8rGUMhmLNs30fuM4YsyYUZVEqHCK5TgKISDxwGToMWUWBSK6P9vScUcD3IpKB1Ys8xhgzJRRlURYxmvVdKaWUUkoppVQE0x5bpZRSSimllFIRTQNbpZRSSimllFIRTQNbpZRSSimllFIRTQNbpZRSSimllFIRTQNbpZRSSimllFIRLTbcBQil+vXrm+Tk5HAXQ6mItGjRov3GmAahOp/WR6VKL9T1EbROKlVaWh+Vqlg81cmoCmyTk5NJSUkJdzGUikgisiWU59P6qFTphbo+gtZJpUpL66NSFYunOqlDkZVSSikVcgcyc2j7yAQWpqaFuyhRbVzKNk58ZiqFhSbcRVFKqbDSwFapAOTmF9Lp8Un8/M+OcBdFKaUqtIWpBykoNLw/a1O4ixLVHv1pOQeyclm24zAHMnPCXRyllAobDWyV8uBgVi4XvzWHtKxcVuw4DMChI7kczStg9ITVYS6dUkpVbMZYPYhTVu0Jc0mim/02c+Gbczjn/2aHtzBKKRVGUTXHtrJ5d+ZGtqQdYcxF3cJdlKh0wZtz2Jp2hBOemQrAmmeGUGDfQezL0FZxpZTyJk+Hxpa7vfrdpJSqxLTHNoKNnbiGrxZsDXcxotbWtCNFHucVFLI/IzdMpVFKqci1ame6swdXhZa+q0opZdHANgKt2a03COGSW1BQ6mNTUtM4dEQDYxV6fUZP44VJa8JdDKWKEJefh742m1+W7AxbWaKZ3g8o5V1hoWH8sl2aYK0S0MA2wvy5di9DXp3NuJRtzm3r92SEsUSVR7dRUziYled8nJGd52XvoowxDHtnHld/sKAsiqYqub0ZObz158ZwF0OpIorfQq7V76oyUfx9TklNY/P+rLCURamKaFzKNu76ajFfLgj5qk2qmIJCQ35BYdiur4FthNm0z/qy+u8Py53bdhw6Gq7iVDq3fHZszbnDRwMJbK3/V+1KD3WRlFKqwhm/bBd/rC6aNKpQexbLRPG3ddg78zjjpT/DUhalKiLH3HOdg172hrw6i3aPTgzb9UMS2IrIEBFZKyIbRGSEm+erici39vMLRCTZ5bmR9va1InK2y/aPRGSviKwIRRmjhbv1AJdsO0RufiFv/LGenPzSD5VVSimlQuGurxbzc7GhxxrXKqVUdFu/NzOs1w86sBWRGOBN4BygM3CliHQuttvNwEFjTDvgFeB5+9jOwBVAF2AI8JZ9PoBP7G3KxcQVu0tse3Xaejo8NpGXpqzjg9mbw1Cq6JOb73sYxYTlu/w6V/KI8Qx8eWawRVJ+GDthNckjxgc0TFxFnoWpaSSPGO9chktFBp3fFjrZeQXsSc8OdzGUCkjq/iz2huHvVhvVKo9Q9Nj2ATYYYzYZY3KBb4ALiu1zAfCp/fP3wEAREXv7N8aYHGPMZmCDfT6MMbOAkt2TyqvsPO2xdVXaxeqX+3HDPGaC/8l6dL5T+Xh31iYAthw44mNPFcl+tXsC/9qw37ktLSuXNiPHs2DTgXAVSwGtR47nlyU73D6Xr4FtyFz74QL6jpke7mIoFZABL/1JnzD+3YrvXVSEC0Vg2wzY5vJ4u73N7T7GmHzgMFDPz2OVLcXNMOTijuT6DmwXbUnj0nfmsvtwdLf2/rJkByc+O43FWw8GfOxGP4ZS1IrXZaBVxXLua7PD0hpeXvIKCsnKyefz+VYCkFenrSN5xHiSR4xn8ZaDFBp4z27cUOVv0ZaDGAP3fbPE7fOfzE0t3wJFsYWp1vfa5/NSw1oOpZSqSCI+eZSIDBeRFBFJ2bdvX9jKYYwp85T7b/uR9fTDv3wPRb7k7XksTD1Iv7HTyc0vpCBKW9Hn2z03q0uRsMn4sTLgaR0aBH7e6HyrnSpKfSwvG/Zm8t6sjazfk0FmTn64i8PKnelFMqZHm96jp9HlycnOx9l54cu8GCnKs07qcmbl7/FfVoa7CCoA4f6OPJiVy5YDlW8EWVZu+L+fVfkIRWD7/+2dd1gU5/bHv+/usvQmiCCgYEUEsWAvsdc0TTOm6Y0x9Zd2U6yJ12hiejPNFBNTbnqiNyp2jSb2ir2CghIREJS+u+/vj51dlmXLzPZyPs/jIzs7O/vOzpyZOec953sKASQbvE4SlplchzGmABAJoETkZy3COV/MOc/mnGc3by7d0XAUqTNW4paP/nbqdzAH5FAUGynCdZi9Cg99s8f+DbuQovIa/L5P0mkiGUf5+o4IGnDO8fnWs14xE+dOezSUl6+qU7vk5j38rc14eeUxjHj7T2S8uBpVdSrsEzIEsuevxZ2Ltzt9DP7ElSrztdOP/XevC0fiPbjSJmWOuEkRhA/j7mfWQa9txHWvb9Lfp/yBHWdKGjJ56Brl8zjCsd0FoD1jLJUxpoRWDGq50TrLAdwn/H0rgA1cO725HMBEQTU5FUB7ADsdMCa3sPfcFadu3xFO0gUTrYHWHvkHJyT0Fzx8oRydX8hxm6M16bPtePKH/ahyYgRObFuKCisiRW+sOd5k2cTF2/De+pOix/Lr3kK89McRt9aleAMfbGzIaJi8ZCeue32T1c9sO12C2z/Z5rCea+9vOIXxH/6NWb/l4vK1OmxzQ70nc8ONu7pO7da+dUDD7G29j2ageAMyGT00EoQnc1XILBr/oXMnYjyJ3fn+48QTDnBshZrZxwCsBnAUwI+c88OMsXmMsRuF1T4HEMMYOwXgaQDThc8eBvAjgCMAcgA8yjlXAwBj7L8AtgHoyBgrYIzdb+9YvZ2Nx+1PWzlWZDotd+Tbf4rexhdb81BZp8amE+5JNb14RZpDzWyQCxDzbLzi4EV0mbvGZLBAh6n08e1nSvHW2hOix1JSSX3XxHCquKEuWldrfuqS5YDN0z/ux86zpQ7rbac73t/uOOeQ7XkiGg3HBxtPNerj3OmFHDzyrWfMmP7ppusSAZBfSxCEJ/Pe+pOYuHibu4dBOBGH1NhyzldyzjtwzttyzhcIy17gnC8X/q7hnN/GOW/HOe/FOT9j8NkFwuc6cs5XGSy/k3OewDkP4Jwncc4/d8RYnYHhA54nUGmh1u/EP/b3l9LVEpdVuqeeSjebas1h/e/OhlrD/JJKZLy4WvSst5R6aWcr8FpSX1ZrnF/b7c0s2nBK1HpfbctDqZvOZ29j04lLeH31cQxYuAEp01fgtBBQWHPkHzePTIuzJ6zrVBocK6rAlCU7US1CrM9f+Pv0ZdzzudcmXDmc99afROqMFe4eBkF4DJuOX3L3EABoJxemfrUL5RZKWwjvxevFo9xNj5fWIus/a9w9jEaITaM15pmfDuCdddZnEnfla9WZX1l1DMsPXDC5TkVNvd09C3/Ydc7kbKhuq1IeYK97fROu1arw0h9H7BqTKercmILZduZKpM5Y6bbv93SspeXq3v1k8xk88q17as0558ievw4/7rJN9Mm4lZSYHsz2UCuk/OpS2u74xPY64uo6Nc6XOjYwZO3yd/+Xu5Ay3XaH48ZFWzH6nS3YeLwYs38/1OT9mno16t2clu0OPtgoLojkL7y19oTPiwUShBQmL9nllu819Riw7uglZM3zrGd3wjGQY2sHag1HicRZnqs19U6PElkS8PjLoO+jMT/vKcA766zXfho+OD/+332N3pu7/DC+/Ossusxdg/dFzpaZ4mpNPZ7/JRd3fbbD7PdLESpJbhYMAMhKjhS1vhSn/LKNaawLVjjeyfY3aurV+Hp7PjafKMb/TARZrJ0iho7v9jOlSJm+Ai+vPOroYVpEpeG4fK0WM3/LtenzJ43q499dfxIaDcfZy5VQazjqVBr8bcHupWJsGpdt7BUNAA8s3Y2Br220c0TSWH/MvlmDY0UNv/cvewuavJ82Jwdj391i13d4Iyq1Z3pxN3/wF17NEd9z3N/Yk1+GPw6aDlB7C/kllZi4eJtHKNMT3kPX5Ch3D8GnsSeAbA/k2NqBLTOj3V9a6/QokSWHz/ChzBwlVh5UjR9sDdf/8u88zP2f1mFbdeii1e8yhy5l2HDbxs6mlBnbji3CAQBhgQGi1pcy2Wyr+u6nW85i9u+5OHJBfDuiX/Y0fZD2Z95aewJzfj+E+74wnQJpLfhRaCIjwNv6oJqalZ66dDeGvLEJbWeuxHM/H8Ckz3bgUGG53d9VU6+2Kpgmha0OdLg9iZMi+mATrmH/+SuiWuV5E3scKIZzy0d/47Hv9llf0YN5bfVxbD9Tig12Bq38jW2nXS9uqOOTzaexO6/UJd9lbjIpNTYUj363F1O/cs9MsqPRaDhSpq/AwlWeE8jjnDvk2UMK5NjaQVF5UxGjG97fatHRqXdBVNveGrMe89dZfN/YwTS3vq2CPN/uyMe9gqNSUaPCkQsV+Gn3ebSZubKRerOUGduKammRXClHqdaOtMNvtp/D5CXm69KMI9AvLDtEUWkDrNV5WxKzcZWqt9iLukrDbRqTqV00fMD7fb92NkZqdokpMueuxoxfbZtZBrS9pd1Vm2+Mo9pdUJ2WFkc6W4RlHJVVYqjPsMtFToYzuCgEKEm7TBrFdmTbiKXkWi1q6ptqEbyy6hhu/dg1Ik6fmAlWM2hFQNcdvYTvfEDwUS3Y82dbPCc4//v+Qlz//lbk2DHRJRVybO3AVApdbmE5Pt5sOjq8zkPEVexFLXKm2lYxnlm/HcLBggZnYOx7W/DszwcBALkGy8XexI4VVWCncNMWO7tq6kJsDntriS9drUXK9BUmayPPFDee+amsUyPjxdX4aNNpEo0SgaXgx9z/HXbJGK5/f6vF9w1H+KANPaXFxnfsTUc+8c9VuwJzKrUGExdvR7eX1iJl+gqMfHuz/r1Hv9sryeYcgaPaXWTNW6Nv33Xpquf3mnYWKpHXQVfUH1fWqjzm+uiMcfRtE+OQ7RhmFuy1ITDBeYN4oVrD8dGm05j9e65LbXnziWJ9q0Vn6wt4M1eq6pqkhta64Dj1mL8OA17dYHZW9N8/HnD6GMRgaymQWHILyjHwtQ0uEZsVey12Bsb7t3RbPgDgzGXbMhttgRxbkVytqUexwQykpYiIrp+iMVOX7tb/batQjCdwxcQMxbGiCkkptbZiOAss1jHRGRYAzF9xFKeLr+Gn3eexK68UO8+ajlK/vrpp/1lzOOoiYqywmjJ9BW5c9JfJdV/NOYZdeQ0PIv4q3LL/vOXe0ZbEoyw9by7dlocrVa6ZWTQchi2zmWIdW3NRazHsPFsqqSWYKYx/bkOF9hUHLzr9wcIUprJubOGttSfw7E8HMOIt+34jb0WK81blZCXpUW//ic4vrsaCFUcb1d0/9p172lEZntcaDccbq4/bFQCpqlNhkYOu90v+Oqv/W2zA2pCl2/KROmMlNp8oRtuZK/FqzjF8s/0cnvphv0PGJ4Zl+wr1f3tGKMPzUGu4yRZ0ugkDZ3P5Wh3WHTWdJm5Kp8BV/Gpw7tjLxfJqpExfgQ3HGiaw3l57Au1nrUR5dT1uWLQV50urXZZ+7S6MWyzuE4JOhs8250qqRHcosQVybEUy5I3N6LlgHUor61Cv1mD+CvOpQL+ZMBbjKPVzvxxs5Mg4MsLpiJTDPi+vl7T+6He2YOx7zhdMMRQBWbotH3UqjWQDGfbmZjz780Hc9vE23P6J/akwlgS5JCExj8owMvbu+pMOV5f1dOrVGqu1jJYi0qsOFZl974Vlh9F13lqLPYqdgS2XeikTYHvybbupOsJOrJ3ep9xQl9rnlfUY/6Hp4JFUftpT4HGt31yFqWCnWSyc5HUqDVKmr8B/d5pOC6xXa/DUD/ubKIHrOFhwBceFcpXPtp7F/xmIG/5x0HWpcI8a9HQ2bDu3O78MizaewjM/2e5QOCowkF9S2WhsahuyMb4XAvTGGgerDhWhvLoeV2u0/5yJ3KDehFKRG1NyrRYDXt2AtjNXSgrW+ytHL9o+OaPrn77krzz9feDd9SdRr+aiOqdoNNxHysxMW+GnW7RBtHMlVRj0+ka8vdZ6BxZbIcdWJDrlz+4vrcUNVlILTWFKkOapH/ajTqXB3nNlSJuTg/4LN1gVbhLD5uPFdm+jyEX1h/bSYfYq3PJR05RCKYECe1PjHNEbGGiYeTtyoaJJ1MsUDxhkANSpNC5Xl3U3YsTb7BU6ev4X50e0DdPj80uqJKfwz/tDfEr1nZ82VRl3FdZaL1kLUJnLrrAXXUSZsB2lQvyjBLfg2erax5lTMd6TX4bf9hWatUtzDq8OlYvaMK3IbexEX75Wi0UbTuoDZfYEsqVoS1jC+PKp0nBU1qokjc2SI5D1nzXInKv950wM2+39+yfPSGv1FL7alo+CMtuCs2WVdViV67pgkCfw/gbrXUHM8fwv2syMLScvI+s/a8yWJJor53l3/UlkvLjarkwxT6i+qKqz7JwfK9JeMxyVdWIKcmxtQIyysDGHLzQVkMk5XIQOs1dhglDrVXilGrN+a9oX0VHYWwvqqew/fwX/GDnir0gQ15A02+BEtp8uQZ1Kg7HvbcFwP01plMLuPOs1YSf+uWbXeb/lpPNVe42PdfeX1kr6/PlS8Q8u7qxBM64XN+awlVKG0krnCZ2kTF+BIW9scug2/aneVoqFmXv4qlWp8YzgmJi7Juts2ZIonCWmfb3HLbW32fPX4Y01J/CkkKK786y2tZgtQVUpu24p7VFu9CO+u/4kOr+4GmlzcvCvL3c1aSPmqSzb37hVkW/MejkGe0IgD36zBw9/u9evrmMrc81ncUnFnDLx0m15JpfrgnqOyLjUoRZUkg0zSJyNpctrTb3aJa3XHOLYMsZGM8aOM8ZOMcamm3g/kDH2g/D+DsZYisF7M4Tlxxljo8Ru09OpVamhUmugEfpIik2XzTlsv2GdMHND2iFxxsMR6dEHrNRAOoreRqnTXxnU1Vrjwa93W1/JCo6YCZj29R50mL3K7u34A1V1KpM9jo05V1qFDzc5JzLozB5t9WoNNhz7B8v2F/pEinm9WoMRdtboPvSNc2/OZy9XImX6CrSbudIhitn+NBMsxVk0l2lhfI80VXOtqwM1dsrEsuHYJXwqQTH0Wq0KjzqxNrfMhtkZKRO2llRnLdU2bjh2yW57lcLod/5E5ourAWj7cn+9Lc/mbWXPX4tDheVImb4CRy5U4LWcY/jVjXWc7kRM4GSvGXX4AuG+U1ZZb3MmYa3KtYKA3kB+ien7ue5aMOOXxte9C1eqMe9/R/Dpn2es3pcMs2HeX38SbWeuBKDNIBn25ibRY6ypV+ODjadQUFYlWS09LiLQ7Htpc3Jwutj5IlIKezfAGJMD+ADACAAFAHYxxpZzzo8YrHY/gDLOeTvG2EQArwK4gzGWDmAigM4AWgJYxxjrIHzG2jY9mo6zc2z+bOGVaiRGBeNKVR2q6tRoGRUs6fNf/p2HuTd2brJcar/Vv09fRouIIOw8W4op/VMBNC0Mt8ZNH/yFGWPSMKV/Kjg4AhVyi+vbU2c37M1NeGVCF8n1gHsNHkA1Go6LNjzU7s4vQx8HKVXaQ3lVPSJDxPXq9WZWSYis7jXhYOw4I75/3zfb83F3n9ai15eCOYeg/azGAY68heOc8v1ikFJn/MOuc7ijZ6smy+8WEYQAgOKrtWgebv7G6ApUGo5eL683+Zv/tk/8A/KHG09hVOd4Rw7NY8mV0Kfw/q924/dH+zdZbiy6+N2Oc01acHxyTw8A5tNxn/jeumjRyyuPYdqgtmbfr65TY9uZy7hao9Jvb8XBFdg1a7jDz81aM0KTlrCW0m+MRsMhMxEIeGed9bTLnENFGJ3h3HP4SlWdPgtuwKsb9KmzeSVVyDlUhL+mD5W0vZp6jV6J/pmfDuCIkC49oXuSA0ft+ZRX1+NDEf2bDxWWo3ur6CbLLwjCeqPe0QY4zN2DyqvrwTlHVIiyyXsakac359zqeT30zU1IjArGlpOX8cZtWRiR3gLhgQqT57arMRccMIXKzI+iy1LZmVeK08XXUFRe0yR4vzDnGE6/PNbstg0fJ940qmE9XVypD8bvnTMCzUKbHi8dD369B5tPFOvrsjMTI5FbWI6YUCX+fG4IZIwhWGn6Wd4T0qHtdmwB9AJwinN+BgAYY98DuAmAoRN6E4C5wt8/A1jEtGfxTQC+55zXAjjLGDslbA8itmkT5VX1OFh4Bcv2X0BKTAhqVRrEhQdizrLDaNM8FEM6xqF1TAgyEiORGBWMIxcrXN6nsP/CDY1eK2QMiyZ1k7SNN9ccx/sbGmaqdCemFP71ZcNM5n/+Z/tP/8qqY3hFSMsYlhaHSb1bITRQgdgwJVblFqFdXBj+PFmMwR3j8ODX0tud6DhdXGmzyE3K9BV4bnRHvJZjm8DCxMXbsfGZwVDIGN5bfxJRIQH6YnlXkjVvDbJbRyM1NhR78sswfUwa+rSNQUSQ9zi7FTX1CJDJUK/R4GqNCtEhAQhRNlyqalVq/LRHvKr4hmOXUFZZh4OF5bhSVYe2zcNwx+Ltoj8/+/dDiAlVonPLSCRFB+PytVrERQRJ2ifdDeWTe3qgW3IUmoUqoZDLsE9kRoPh7HBafDgmdE9EgFyGW3pIf1j7elsebu+ZjECFHOVV9QhQMIQoFfhmez5yDhXhw7u7IzxQoX/Q6Gd0PbLE87/kYk9+GS5cqcHWU5fRK6WZvtWWGHouWIfds4cjQC5DcIAcRy5WoGtylOR08oKyKiRFh6C8qh7ny6rQKSECnHOsP2ZamdMUut/8lu5JyEyMQMf4CDz1g/gavgMF5SivqkewUg4ZAxRyGepUGgTImWTnxFVwznGgoBxZSZGorlejtl6DkEC51YCklDq+/eev6AM6Gt4w+yomBV93fzBVIiAlw0il1kAh1yasaTQclXUqhAvXyE4vmA5K91zQ0K9916zhqKxVoXVMCNQajso6NYICZODceq24ITpdhLOvaB9WSyrrEBOqRHW9GsEBcpPnyfIDF5oss8Qj3+7FB3d1h1zGzDq55njomz04Pn80lHIZSivroNZwKBUyRIUoJfWlXJV7EWMyEwA0dWK6zms47obn0edbtffPlOkrsOapQWjVLARyGUOAXHyi4RGDGuCHvt6Dj+7uDkBb5yiXMXCu/d9T7RHQnk/XalQIUsqglMsEUS4VkpuFANCe9wFyWaMsBo2GY6bIfuMvLDuM23okI1Ahg0zGcL60ymRGhOE9qH+7GPx1qgSMNTgyZ18Zi6u1KnCunUTpkhSFKV/ubLIdU9z+yTZ8P60vTl66irjwIIQo5QhUyFB8tRb7z1/BNMHuzwizfc+YqaU+Mm8UquvUiAmzPQCl+70jQwJQr9agqk6NyOAAVNaqoNJwVNWpUF5dj4LSajQLU6J7q2h9OaEY/qmoRX5JJaKClfpJCOMA97A3N5v6KNQarr+nKGQMtSoNZDJAKZeh+FotFq4Ul+b7+upjmD0uHSFK7TWmTqWBhnMwBvxTXovNJxrr9Oh8h5LKOnQWMiv2zhmBEKUcQQFy/djq1RqMeVe8iKzaoLTkQnkNYsOUqK5TIyxQob8+2wKzt96EMXYrgNGc86nC63sA9OacP2awziFhnQLh9WkAvaF1drdzzr8Rln8OQDdVYXGbpsjOzua7d5tPK33y+334fb+0mwJB+AJiZvwYY3s459mO+k5r9lin0lDqNeGX/PhgX/RKbWZxHUfbI2DdJp2ZXk8Qnoy1e6Q77PHwhXKMe0+6WClBeDunFoyx6tyas0mvF49ijE1jjO1mjO0uLrasBnzKingJQfgq1pTqHIUUe6yh+hvCTzlY4Lr6Wyk2SRCEc5Fij1drSAiL8E+K7egQ44hU5EIAyQavk4RlptYpYIwpAEQCKLHyWWvbBABwzhcDWAxoo1+WBvrH/w3Eg1/vxvGiq8gzUcAdqpRDqZDhpq6JuHS1BiXX6iQLLhHiGd8tEXkllX4lsuIOHhvSrlEqrzORYo8RQQHInTsSn289i0tXa3F7djJSYkJQWlmHwAA5jhdVID0hEseKKhAfGYSqOjXkjKH4ai2mLpUu+PXy+ExM6J6I4qu1drVGuiM7GY8MaYvrXt8k+jO39UjCT3sKEBkcgOs6NMfxoqsYnRGPd9dLby+QmRiJSb1bISEyCNV1ajxso+Lhksk9ERUSgLBABUoq6zBx8Xb894E+OFRYjq6topAYFYxQpQJZ85zbrsOYZ0Z2QOGVGqS3jMDxogqMy2yJZ346gEIJtb6f3NMDZZV16NwyErUqNeLCg1Bdr8bOvFLM+d15yvPGfHx3dxwruor2ceFQc47l+y+gbVwopg5s47IxSLHJLc8NwaINp/B/w9rhi615mNQ7Gb/uLUR2SjQ6xkdAIWM4crECiVHBOH3pGpqFKlFWVYeyqnrMEJn6CACPD2uPEZ1aICxIgbOXr+HIhQq8sUZaX8M/nx2C4/9cRVF5NdISIhAdEiBaTb5H62jc27fA4/c9AAAgAElEQVQ1Cq9Uo6i8Bv3axiC5WQie/elgo/RVc9zVuxWOF13FHT2TsfdcGa7r0ByFV2pQWFaNYKUMH2y0XttoyHdTeyMiOAAllXX4eNNp3NytJXqmNINKw1FWWYeI4AD8deoy2saFYcqSXZK2HRGkwJqnrkNZVR0+3HQa0wa2wa/7CrDkrzxRn5/QPREj0+MREaTA6sNFGNU5HpEhAXji+/2iNTFGprfA+G6JiAzR7kd0iPa8Gd6pBcaLTON8dlRHtIkNRVxEEIqv1iA1Ngz7z5fp26yI4cUb0tGhRTiUChkOF5ZjTGYCisprkJkYKXob9iLFHvu0icGKxwdg2+kSvLv+JF4enwkOYPWhItzdpzU2nbiEQe2bI0QpR4hSgbySSpRX1aNDfDhu/kBaf+7Hh7VHUIA21TlQLsN7G8SJLo7JiMcNWS1Rcq0Wu/PLkBQdjG93nENYoEJSicKXU3ri6MWr0HCOSxU1+OPgRQQFyDE6I16flm6Jzi0jcGevVjh8oRyHCiswJjMe0SFKdEmKlDTrfVfvVmgREYR2cWH469RllFbWYWxmAjScIyk6GNtOl6Bbq2gUldcgKzkStSqN5Fn1ZY/2x7nSKuw7dwXfbM/HsE5xWHVInG5IamwoMhIjca6kEt1aRaN762jU1qtRVafGi8vFtf6LCFLg0SHtkJEYiUOF5fh5TwGiQgKQlRSF+MggzF9hvavI/JszcK60Cov/PIMxGfGIClFifLdESeWA30/rg2d/PoDhnVrgUkUtpg1qg6MXK9ArtRkSIqVpCxniiFRkBYATAIZB63zuAjCJc37YYJ1HAWRyzh8SxKMmcM5vZ4x1BvAdtHW1LQGsB9AeWpVyi9s0hbW0DnuQmqKVFh+O4Z1aYNHGU/js3mzJD+JrnhqEDi3C9a9rVWpJglSH/zMKV6rrEROq1OfAA9L3I2/hOJwpvobwoAC9cIbUbXx8d3eMzkgQta49qXBdkiJxsKAc0SEBKJNQFz3/5gyM7NwC5VX1qKhRoWtylF5NTizbZwxDfGTTuktXp/bZIzLk6lRke+CcI3WGuGN0/4BUzLk+vdGyTccvYbKEB0RTv6uUY2vpuIjZzu7ZwxFrpm6ox0trJbUIkHqOlFfXi2owDwA3d22JdyY21QM4VFiuF3SxRFp8OHKeHGTyPSm/99lXxpqtmxO7nS3PDUFYoALRgshGVZ0Ky/dfwHSRDpxSLsOJBWPEDdgE7kh9tBUp9vjc6I54ZHC7Jsvbz1pptsdj3sJx0Gg4pn29G+uOXtIvM0bssbVmA/0XbmgSSNn87GDERwZZrTeWMo43bsuCSq3BxF5NBdfMMenT7fj7tHjxO3P7KmaMvzzcDz1aNxUWAqQdc0u/99zlh/Hl33lNli+ckInMpEgkRYVYFES0tB+zxnbCAqH13+mXx9qspg14lz0CwNoj/zTqdW+JmWPTmgiq6X7X5uGBGJMRjxClAtPHpEkag6POEQD4bMuZRg7X/x4bgBsWbRX1WUfdq82RPX8dLkuYYRRz7QoKkDUR1LM2vpxDRXjoG+s6NQfnjrSou2Lq95Ixbb/y9f8eDKVcZlZIz9m/tSHmbNLuaRzOuYox9hiA1QDkAL7gnB9mjM0DsJtzvhzA5wC+FsShSqFVQoaw3o/QikKpADzKOVcLA26yTXvH6kpmj0vHgPaxeGZUR8mfNXWwxdxMDQkNVCA00L7DO3Os9iLWpnmYXdsR69TaiqGRqjUcDNpew2PfE1fErlO8jQuXJghkiCmn1la+m9ob/drF2hSE8BekiH3MMHEzHtwxTvTn3fW7hgcpoJTL9IIy5khuFuLQ3nfGRAaLFx4z5dQCQEZiJO7slYz/7rQs+vX1/b0ljc0cjhCD0Ymz6AhRKjCxVyvRju3BuSPtHoO3IOX3NuXUAsD30/rilo8aZu/euaMr6tUa5AgzGTIZw/ybM7Hu6Hq8O7GrfQO2wtqnB6GiWgWZTKvAHBaoaBQgdhS32iD+9tiQdpIcW3PcmNXSqhCVOacWcIyNAdpAR0llHXacKcGlq7VY+9QgtDcI6ttCj9bR+OXhfgCAvm1jwLntLaK8lRHpLTA2M15Ub1ZTz5e9Upth59lSTBvYBg8Msi3DROw5svX5IVbXmTqwDaYObIPcgnIkRAUhNiwQB+eORKDC/RWVu2cPF/28ZsmmdGybMRTFV2tx46LGs+6f3Ws5rtIlqSHz4MspPfXB+xdvSMeB81fQqlkIbshqaVVM9N2JXZsozO+ZPUIf5PV0HJKfyDlfCWCl0bIXDP6uAXCbmc8uALBAzDa9iX5tG7d+MadKPDK9Be7tm4JtZy7jXGk1XpmQafd3t3SQkxUWaL+S7geTuktaf3DH5th0XFodmKGR6m5e6S0jJG3Dk9DdDOLCA3Hpqu11Br7Owbkj0WWu9ZlEe9T1LHHoP6OQISgE2sOmZwZj8Bub9K+jQwKw6dkhkhxKb6B9nPWHVUvtVJZM7okpX0pLw3QnznCEfJkeraNxZN4oyBhDRU29PtB4W3ZDVVJ8ZJDdgSYxnw9RKhxavpEaG4qzlx3Tv9FSn0gpdEmKNOvYTu6Xgv8bajoA4WhClAq8f2c3VNepsSuv1G6n9vVbuzQ6ZzJcmGbsaQxq31yUY9u/XWyTZd9N7Y1tZ0owsH1zZwytEUnRIdZXEsg0cN48qdvD0LQ4bBChuj+qcwuTyyOCFKgQaqoTIoOREBmMnx/qi04JEQgKkIsKzBjmu1zXobnN18qbuibipq6JSJm+AsnNgpHzxCDRE2UTuiXi130mK0cb0TpG/DGXivtDHV7ChG6JSIoOxuxxnfDllJ5W1zeW1F9i4jMD28di8b3ZGNA+Fs+OSsP7d3ZDmJ2zrABwd1/7e27OGtsJd/RMtr6iBe7t2xrjukibrVUKTshtNkSybeFviT3ynMkA4eaSFK2tLfjzuSFo2zxU1GfDg1xTQ+tJiLmpBcjN3wxSY8X9tuZwhK0CQIrROH5+uJ8kp1bKuu6cRZzYy77ryZA08bPstjLn+nQM6tAcuX402+pJhCi1M6O2Zs/Ya9POIsqBvcWlZG/tmT3c7HvGjntafDj2zRmBdU8PwtwbO9vVMsWQ3RbGYEiwUo5BHex3omyZBfdVxDhDeQvHoV1c06w8hVzmEqfWV/hismm/wPgZUy4z7Xb1bqOdDDOcgc5OaYbQQIXobAPD0lJHZFSseHwAlj86QFL255u3Z4laz5m6L+TYiuStO7pi6/NDMXVgG0lpjDpM1cctMWMI7iY8SIEHBrWxO3XHXANnSwxor3Xu7uuXImrmee1TpuvxxNIyynSBuivFJABg0aRu+Pr+Xtg3Z4Q+BTIoQI6Xx4ubwfevJKsGHhtieVZh1thOZt+b3C/F6vZv6tpS6pDsInfuSLSVmPr/+LD2otd1Z4RbZuVGG+Gi4ExafNMZoSVTeiJv4TjcPyAVS//VS9/TlPAuspIsX7e/m+qYVHcpzB7XCUsm90RWUiR+fqgvjs8fjS8mZ4u+thtjnCJvCUtZA8ZZZbf2SEJ0qBLtRGRW6ND93ndkJ+uDsKmxodj6/BAsmdITp18ea1YbwFl4ck9aV+MJv8WyR/sD0Iq9+QuGz87Gz5jmYu1v3KZ1CN+703Q5jzvo3DJScvqx2HPOmWcmObYu5ODckVj6r15YMln7EOWsFElm4ZSZOiDV6ufXSHQWDaOswzvF6W/YCRHSo+739GmNv6YPRUZiJHqkaPs8mhMsyFs4TlTa0tjMeBx7abSkcUi5uPRKsdyPUgzXd2kJxliTi4i5i8TOmcPwxeRsq+v5Os+M6mgx3aatiUi0DoWF2dyYUCV2zx6uv9m4gvBAhU0OVTMX1r3c3Ue8yI0x1lJzHXUOW/s97jQQ6tk5cxi2zxiGITYEK4359ZF+WPf0dXZvh7Ad46DzJ/f0wLYZQ5EUHYx7+7ZGPxMpl87AMHgydWAbRIUoseyxAchOaYZAhRxD01pgUm/bbckRGGaKvH5rF9wv4tnAmJu6JgIA/j2yg/5a+fzojkiKDsGQjnEuqWu9Mash+PjarV2c/n3eyITuiW777qzkKOQtHIdWZlJPz7w81sUjcj7HhedNU+d/ekvTwbfI4ADkLRyHUZ3jbf5e3YRtopkJG3dzyg4xRSn4X/6ikxndOR5lVaaFXCKCAhySamONsZnmDUOMBrZUme3s1tH480QxJvdLwdwbO0Oj4YgIVmCMDaJRjDG9US4Yn4GB7WJxe89kPDioDX7cfR7dWkVj5NviWjro+PCuHo1eD2wfiy0nL1v8jJTZI0s1T3f1boVvd5wz+d68mzrjhWWWNdFMPeufmD8GSoUMQyOCcOCFkciat8YvU5HtxZIg/NwbOztspiFURObC0n/1MpkOJgaFiZvnthlD0feVDTZtzxRp8eE4VnQV82/ORGxYIN5ZJ71NkSHfTe2NSZ/tAAA8MDAVn26x3s5BLJaufwAwqXcrvLj8MGaOTUOcDcE3c3RvZV0UhHAuWclRjV7HhgUiITIYW593bcmJnc0mHIbKjMq0jgMvjkSIUo4AG4PsU/qnYFLvVtr08Yggq2qrzuD127qgoKwKe89dwYhOpusXCc/g8H9GobORLoVx2Z4zUCpkqFM1VRh2NNtmDAXn2jTuz+/L1t/TQ5RyVNWpATSUmvkjhpN5liYW7IVmbG0k58mBGJPR9AHq43t64IcH+7phRA20jjFfZ+SIG65xeqbOWdf9HjIZw/VdWtodrY0ICsDtQp0vYwx39GzVqAWSrSz9Vy+8eEM6ds4cZnYdtUb8D2Vp3QUW0s26JEUJ/5tPnzP1CyoNajAiQwIw5/p0fDe1j/WB+jDmor6WshfM1d9umzEUN2Q5LgXZXLq7IYM6NBe1nlhMBae+n2b7OfLrI/2wc5bWXh66rq3JdRaMzxC1rTaxoY1mznQquY5KOujTJsbi+wFyGfIWjmvS3sIWHhTUQl05a06YJzU2FKcWjMGxl0Zj75wRohRInYFu5tDdaYXWHh4jgwNsdmoB7X3ZMBPDHaUOgQo5fn2kP/IWjvMa1VZ/xd5OHbYSaOUc/+guaSKn5kiIDNbfx4d1amHyWdxPk+v0ky9PCKVTzhRXpGkeG0mLj8CzozqKbqrsKXBRc7aWCTGYgRrXJQFdhVQTT2dwx+YYkd4CjDFM6W857apWQnRPJcEJ1tEpIUJUjYFxurqpumxbUsh8DXNRX0s3kfHdkpBfUoXPtp5FnUqD6JAApLeMsKsxuCmcPXljbh91fZ11bRvsCWoZqsQa3pAeGJiKpdvyUavS4Jbu1kVbjK8T3VtFmVnTdqzV8jqSmDAlcueOhMJAEGTHzGF+11oE0AY8Pt582t3DgEIug0LuXlXqLA+5J7rLkSA8g2RhdjA9IQK/QqtU2ykhAkcvVrhtTP3axuDv0yXISo7CWyKFhuzF3C0hNkyJy9fq7G5paY3MxEjsOFvq1O8AGiauPM15znlyIJoLGXB92sTg3fX2ZXxZg2Zs7aBN8zA8M7IDVj9pn4CRWOIdmDZnD9mtG2pKp4gQ4HE0z49OQ9dk6Q/EX07phbt6i1OMlnJhkDK7qyNE2SDfbukBzFgMxRXKsL6EpfYxSoUMz41O06sbr336OnzrhJnvaAcqokrhh2l9sWvWcH0AxRFBLR1tYkMRFRKAWePSMVKoCZLqzB2ZNwrfT3N8dosr7+kyxhAeFNBIKK9FRJDLBXM8AXNaCITjWfqvXu4eAuEF9G4TgxWPD2gU/HZ3IFznfD0/qqNkoURbMXdv0imMa5xcO/DpfQZ6KC64Q3maY9s+Llyvsq5r8+PIrDhjKJxnJ48NFa9Iai+dW0agqKLGrm08OawDlvyVZ9c2bumRhH//dACAVo7c1Tw8uC0eHmx/GqElpPRVs2XGlkF7PJ8a3sFiWyV/FYVyFGLqWfSOn5PubR84KM3JHObOkWClHMFKOTrGh2PH2VJEhzguTW/DM4P1f795WxZmje0kOaVRNwNcXacdv6PqxJ1tMq1jQpBfUiV8F9kn4XpcodVB+AadjcSKbumeiI4twrHjbAkKyqpdPp6gAO19wlniqaYw59jq7jnOrok3TNF35i3DkcFrR2K4yy2jgnF8/mh9a09nQI6tF9EuLgzrRTSAtkSkmdmjlY8PxM6zJTa16PFUds8e7pLZG5VauigBY9qH4ieGuy4wQrieUKXtPTnFEmdhVhoAZo3rhDEZCeiUEOGU71cqZIgX0ZrLHJEhAZh7QzqGOUj4xbAG3Rm8f2c33LjoLwCAH2YcEwThhax7ehBq6jVgjCEzKRKZVlpjOYvXbs3Ctzvy0TPFlfXvpi/UunuFztkc4ALVdGfeMnTBgmYODGLby/huiU2ceSm9uG3BricAxlgzxthaxthJ4X+TZypj7D5hnZOMsfsMlvdgjOUyxk4xxt5jQvibMXYbY+wwY0zDGMs2tU1/ZOrANk7Z7pbnhiC9ZQQm90/FHT3d24LAkcSGBTqsybwlDNuHiMWWdBRLIlOE7ehm3ZwR7XTFjJ61mdJAhRx921oWVHI3k/unSurPaYnBHZybrm/YWP76Lq7tc0wQBGEL7eLCkZHo/meI5uGBeHJ4B5dmu4xINx00/fCu7nh4cFukxYdj56xh+Ow+F7gbTtztxKhgzL85A5/e6xluU1ZyFN6+o6vLM5vsDW1PB7Cec94ewHrhdSMYY80AvAigN4BeAF40cIA/AvAAgPbCP12z0UMAJgCQ1tfFzZhqu+FInCVIYkvPq92zh2OHBVVhf8KmWgEbDuVbt3eV/iHCKvprrhOyeNwxofe+BzV4dwfObh9huHlLNdwEQRCE+3lgYOO64u6torBgfAaSokPw/Og0MMYQFx7kVMG52DDtLKqza2zv7tPaoW3s7IG7qe+ZvY7tTQC+Ev7+CsDNJtYZBWAt57yUc14GYC2A0YyxBAARnPPtXLv3S3Wf55wf5Zwft3NsLmXLc0O81tGzJZgSGxaIFh5iPN7EvJs6S/5MaqxWMp7SHqUjRdjLGZdgZ2VZmCM4QO5UUQZP57Ye1pWZ7cWVqssEIZU1T7lGzJIgvAVj1eNfH+kvWkjUUXhKb2tX4q59ttexbcE5vyj8XQTA1Hx/IoDzBq8LhGWJwt/Gy72S5GYhLkl7dQYkgOIalAqZvmG3lF9cp9hHD9TSEXNd1fVltbcHY/92MfpesQFyhryF41xeQ+3vp4gr+smSHRKeSmJUMDq0CEdEkALdnNBKiyC8lf0vjHDr9+tuG/50+3h0iHNFXs1hVTyKMbYOQLyJt2YZvuCcc8aYy/1zxtg0ANMAoFUr36kPdSYH545ETm4RnvvloLuH4vUM6ShenVLOmL5Hap824msevcmx9RR7/Hv6UKw98o8oZ/X+AakOaYGgaxX0yoRM9HSxWriuV60/M//mDNzqghlbnRnaUsLhDjzFJgnnsHBCJqb/mgsAehG3g3NHuXNIhAXIHt1DlJsFlb6d2ge/7C1AjAuCr+5m75wRCJBrW+G5A6sztpzz4ZzzDBP/lgH4R0gphvC/KcneQgCG/UyShGWFwt/GyyXBOV/MOc/mnGc3b+7bEviOylePCArA2C4JDtmWL7PuaespXa1ECN6kC2q0EcEKpMaG4s9nh+CJYeJn8jSC6LIX+LUeY48to4Jxnxt6LANaMTHdzLyrWHxPDwDuqel1JXNvSDf73t19Wju1RkqHrobX2b0PHYWn2CRA5RTOYKIN4oWE+/Ake/Q3ZoxJw/ybM9zy3R3jwzFzbCe/yJBsFqp0m1ML2J+KvByATuX4PgDLTKyzGsBIxli0IBo1EsBqIYW5gjHWR1BDvtfM5wkzTOrdCq9MyMQ39/fGzlnD0L9djFn1N2PCAhXInTsSOU8OdPIovZd2ceGINZNefp3QR1CM8b50s7auVic00yomRJLAjU40zNmiOITtbDTo6+oOdA5dz1TX95V2JZP7N8yszx7XySXtGYwJEX5rZ7VP8maykk2nv75wvTYgIaU/OCEdukMQhHkevK4t7u7j2tpawvXY28d2IYAfGWP3A8gHcDsACC16HuKcT+WclzLGXgKwS/jMPM65LmfuEQBfAggGsEr4B8bYeADvA2gOYAVjbD/n3O9za0IDGw7Xa7d2we3ZyY3e16VCiiU8KABp8e6LqngD5oJrqbGh2HyiWNQ2lHL7ZpGWTOmJn/cUoKUdvUL9gbGZ8ViZW4Shac5t92IKncCXuwgKkCPnyYGiMgh8hakD22DqwDZImb7Cpd8bHarEzw/1RRo5tk34YVof5JdUYdQ7jRsaDOsUh3l/HHHTqHyT67skYGD7xoEdP5gMIgiCsIhdji3nvARAEylgzvluAFMNXn8B4Asz6zXJC+Cc/wbgN3vG5osYptkZO7WEc3hqeAfM/C230bJHBrfVN5h2xYNE2+ZheH50mvO/yMvJbt0MK3OLbOor7Aukxfuno/XOHV0R7eK6pWwX11B7C0EBcnSMD8ee2cNx6EIF7vtiJwDtTO3NXVu6XCXcl1k0qbv+79du7YLnfj7o9FYiBEEQno69M7YE4dNM6t0KA9vH4nxpFSZ9tgNdk6Pw3Og0/LJHK+idFG1dQKZjfDiGpsXh3yM7OHu4fs3kfinolBCBvm3FC3MR3s/N3bxWTN9niQkL1JdrANpyincm+nd/ZWeSEqPNGAlQkGNLEIR/Q44tQVghuVkIkpuF4KWbOmNsplZ0a0L3RMRFBIqq8VMqZPhick9nD9PvkckYObUEQfgd2a2j8dB1bTHZTYJ5BEEQngI5tl7Ge3d2Q3pCuLuH4Zfc0zdF/zdjDAPbk6Khv/PBpO5Ydeii9RUJh9EuLgynLl1z9zAIkUQGk46Ds5HJGKaPoXIVgiAIcmy9jBuzWrp7CARBCIzrkoBx1DrLpSx7tD8q61TuHgYhgg3/vs7t/SMJgiAI/4EcW4IgCMJrCA1UNFKIJzyXNs1d28+ZIAiC8G/s7WNLEARBEARBEARBEG6Fcc7dPQaHwRgrhrafriViAVx2wXA8AdpX38RZ+9qac+6wwmGR9gjQsfNVaF/tw6H2CNA90gS0r76JL9kjQMfOV6F9tQ+TNulTjq0YGGO7OefZ7h6HK6B99U18bV99bX8sQfvqm/jSvvrSvliD9tU38bV99bX9sQTtq2/iyn2lVGSCIAiCIAiCIAjCqyHHliAIgiAIgiAIgvBq/NGxXezuAbgQ2lffxNf21df2xxK0r76JL+2rL+2LNWhffRNf21df2x9L0L76Ji7bV7+rsSUIgiAIgiAIgiB8C3+csSUIgiAIgiAIgiB8CL9ybBljoxljxxljpxhj0909HkfCGEtmjG1kjB1hjB1mjD0hLG/GGFvLGDsp/B/t7rE6CsaYnDG2jzH2h/A6lTG2Qzi+PzDGlO4eoyNgjEUxxn5mjB1jjB1ljPX1heNK9uidx80cZI/ef1zJJr332BnjL/YI+K5Nkj1653Ezh7/YpLvt0W8cW8aYHMAHAMYASAdwJ2Ms3b2jcigqAP/mnKcD6APgUWH/pgNYzzlvD2C98NpXeALAUYPXrwJ4m3PeDkAZgPvdMirH8y6AHM55GoAsaPfZq48r2aN3HjcrkD168XElm/TeY2cGf7FHwAdtkuzRO4+bFfzFJt1rj5xzv/gHoC+A1QavZwCY4e5xOXF/lwEYAeA4gARhWQKA4+4em4P2L0kwjqEA/gDAoG3+rDB1vL31H4BIAGch1MMbLPfq40r26J3HzcL+kT16+XElm/TeY2di3/zCHoV98UmbJHv0zuNmYf/8wiY9wR79ZsYWQCKA8wavC4RlPgdjLAVANwA7ALTgnF8U3ioC0MJNw3I07wB4DoBGeB0D4ArnXCW89pXjmwqgGMASIYXlM8ZYKLz/uJI9eudxMwfZo/cfV7JJ7z12xviLPQK+a5Nkj9553MzhLzbpdnv0J8fWL2CMhQH4BcCTnPMKw/e4NlTi9TLYjLHrAVzinO9x91hcgAJAdwAfcc67AaiEUQqHrxxXX4Ts0ecge/RyfN0m/cweAbJJr8bX7RHwO5t0uz36k2NbCCDZ4HWSsMxnYIwFQHuB+JZz/quw+B/GWILwfgKAS+4anwPpD+BGxlgegO+hTe14F0AUY0whrOMrx7cAQAHnfIfw+mdoLxreflzJHr3zuJmC7NE3jivZpPceO0P8yR4B37VJskfvPG6m8CebdLs9+pNjuwtAe0GFTAlgIoDlbh6Tw2CMMQCfAzjKOX/L4K3lAO4T/r4P2joGr4ZzPoNznsQ5T4H2OG7gnN8FYCOAW4XVfGVfiwCcZ4x1FBYNA3AE3n9cyR6987g1gezRJ+wRIJsEvPfY6fEnewR82ibJHr3zuDXBn2zSE+yRCYW8fgFjbCy0ee5yAF9wzhe4eUgOgzE2AMAWALloyOGfCW3Nwo8AWgHIB3A757zULYN0AoyxwQCe4ZxfzxhrA200rBmAfQDu5pzXunN8joAx1hXAZwCUAM4AmAJtUMqrjyvZo3ceN0uQPXr3cSWb9N5jZwp/sEfAd22S7NE7j5sl/MEm3W2PfuXYEgRBEARBEARBEL6HP6UiEwRBEARBEARBED4IObYEQRAEQRAEQRCEV0OOLUEQBEEQBEEQBOHVkGNLEARBEARBEARBeDXk2BIEQRAEQRAEQRBeDTm2BEEQBEEQBEH4LIyxGMbYfuFfEWOsUPj7GmPsQ3ePj3AM1O6HIAiCIAiCIAi/gDE2F8A1zvkb7h4L4VhoxpYgCIIgCIIgCL+DMTaYMfaH8PdcxthXjLEtjLF8xtgExthrjLFcxlgOYyxAWK8HY2wzY2wPY2w1YyzBvXtB6CDHliAIgiAIgiAIAmgLYCiAGwF8A2Aj5zwTQDWAcYJz+z6AWznnPQB8AWCBuwZLNEbh7gEQBEEQBEEQBEF4AKs45/WMsVwAcgA5wvJcACkAOgLIALCWMQZhnYtuGCdhAnJsCYIgCIIgCIIggFoA4IjCH2gAAADZSURBVJxrGGP1vEGMSAOt38QAHOac93XXAAnzUCoyQRAEQRAEQRCEdY4DaM4Y6wsAjLEAxlhnN4+JECDHliAIgiAIgiAIwgqc8zoAtwJ4lTF2AMB+AP3cOypCB7X7IQiCIAiCIAiCILwamrElCIIgCIIgCIIgvBpybAmCIAiCIAiCIAivhhxbgiAIgiAIgiAIwqshx5YgCIIgCIIgCILwasixJQiCIAiCIAiCILwacmwJgiAIgiAIgiAIr4YcW4IgCIIgCIIgCMKrIceWIAiCIAiCIAiC8Gr+H4HHlyuobP/0AAAAAElFTkSuQmCC\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{"needs_background":"light"}}],"source":["c = mgr.process_all(is_plot_processing_chain=True)"]},{"cell_type":"markdown","metadata":{"id":"yQgIUpWMO-6b"},"source":["For demonstration purpose, assume the segment of interest of trial 2 is in the time range (15, 28). We can add the\n","[Segmenter](https://aalhossary.github.io/pyemgpipeline/api/pyemgpipeline.processors.html#segmenter)\n","processor and the time range to the data processing manager as the following."]},{"cell_type":"code","execution_count":17,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"XUFsAhgfO-6b","executionInfo":{"status":"ok","timestamp":1648748220750,"user_tz":-480,"elapsed":25,"user":{"displayName":"Tsung-Lin Wu","userId":"08812001621921766841"}},"outputId":"5c85eec7-2165-41cf-e0b8-010f35ee2bd6"},"outputs":[{"output_type":"stream","name":"stdout","text":["---- Current processes and related parameters ----\n","DC offset remover : No parameters\n","Bandpass filter : hz = 1000, bf_order = 4, bf_cutoff_fq_lo = 5, bf_cutoff_fq_hi = 470\n","Full wave rectifier : No parameters\n","Linear envelope : hz = 1000, le_order = 4, le_cutoff_fq = 6\n","End frame cutter : n_end_frames = 30\n","Amplitude normalizer : No parameters\n","Segmenter : No parameters\n"]}],"source":["all_beg_ts = [0, 15]\n","all_end_ts = [999, 28]\n","mgr.set_segmenter(pep.processors.Segmenter(), all_beg_ts, all_end_ts)\n","mgr.show_current_processes_and_related_params()"]},{"cell_type":"markdown","metadata":{"id":"p-X1gut7O-6b"},"source":["We now run the *process_all* method again with the updated processing steps. When *is_plot_processing_chain* is True, *k_for_plot=1* indicates that only trial index 1 (i.e., trial 2) will be plotted. The segmentation result is shown in the last part of the figures."]},{"cell_type":"code","execution_count":18,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":1000},"id":"GjZK2In-O-6c","executionInfo":{"status":"ok","timestamp":1648748233196,"user_tz":-480,"elapsed":12463,"user":{"displayName":"Tsung-Lin Wu","userId":"08812001621921766841"}},"outputId":"972f522f-c95b-4832-fc32-c8e9b563ba4c"},"outputs":[{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{"needs_background":"light"}}],"source":["c = mgr.process_all(is_plot_processing_chain=True, k_for_plot=1)"]},{"cell_type":"markdown","metadata":{"id":"-wNJTNCWO-6c"},"source":["The processed results from method *process_all* is saved in *c* of type\n","[EMGMeasurementCollection](https://aalhossary.github.io/pyemgpipeline/api/pyemgpipeline.wrappers.html#emgmeasurementcollection),\n","which possesses methods *plot*, *export_csv*, and the indexing operator [ ] for furtuer use."]},{"cell_type":"code","execution_count":19,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"dojzfhp9O-6c","executionInfo":{"status":"ok","timestamp":1648748233199,"user_tz":-480,"elapsed":44,"user":{"displayName":"Tsung-Lin Wu","userId":"08812001621921766841"}},"outputId":"62635091-ddb2-4f65-ea7b-4efc1916a6d5"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["True"]},"metadata":{},"execution_count":19}],"source":["isinstance(c, pep.wrappers.EMGMeasurementCollection)"]}],"metadata":{"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.6.6"},"colab":{"name":"ex3_DataProcessingManager.ipynb","provenance":[],"collapsed_sections":[]}},"nbformat":4,"nbformat_minor":0}