filtering.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import mne\n",
    "import os\n",
    "from mne.preprocessing import (create_eog_epochs, create_ecg_epochs,\n",
    "                               compute_proj_ecg, compute_proj_eog)\n",
    "import utils.variables as var\n",
    "import scipy.io as sio\n",
    "import numpy as np\n",
    "from utils.valid_recordings import get_valid_recordings\n",
    "import matplotlib.pyplot as plt\n",
    "from math import log\n",
    "%matplotlib qt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "class Filtering:\n",
    "    '''\n",
    "    A Python class that handles all of the filtering of data, including saving the filtered data to new .mat-files \n",
    "    '''\n",
    "    root         = '/Users/idaandreassen/Desktop/MASTER/stress_detection_EEG/'\n",
    "    dir_raw      = root + var.DIR_RAW\n",
    "    dir_ssp      = root + var.DIR_SSP\n",
    "    dir_psd      = root + var.DIR_PSD\n",
    "    dir_decomp   = root + var.DIR_DECOMP\n",
    "\n",
    "    sfreq = var.SFREQ\n",
    "    ch_type = 'eeg'\n",
    "    n_channels = var.NUM_CHANNELS\n",
    "\n",
    "    def __init__(self, sub_nr, ses_nr, run_nr):\n",
    "        self.sub_nr = sub_nr\n",
    "        self.ses_nr = ses_nr\n",
    "        self.run_nr = run_nr\n",
    "\n",
    "        self.load_data()\n",
    "\n",
    "        #Create MNE RawArray\n",
    "        info = mne.create_info(8, sfreq=self.sfreq, ch_types=self.ch_type, verbose=None)\n",
    "        self.raw_arr = mne.io.RawArray(self.data, info)\n",
    "        \n",
    "        mne.rename_channels(self.raw_arr.info, var.MAPPING)\n",
    "\n",
    "        montage = mne.channels.make_standard_montage('standard_1020')\n",
    "        self.raw_arr.set_montage(montage)  \n",
    "\n",
    "        self.filtered_arr = self.init_filter()\n",
    "\n",
    "    #-----------------------------------------------FUNCTIONS-----------------------------------------\n",
    "\n",
    "    def load_data(self):\n",
    "        dir      = self.dir_raw\n",
    "        data_key = 'raw_eeg_data'\n",
    "\n",
    "        # Load one recording\n",
    "        filename  = f\"/sub-{self.sub_nr}_ses-{self.ses_nr}_run-{self.run_nr}.mat\"\n",
    "        f         = dir + filename\n",
    "        self.data = sio.loadmat(f)[data_key]\n",
    "\n",
    "    def save_ssp_data(self):\n",
    "        title = f\"sub-{self.sub_nr}_ses-{self.ses_nr}_run-{self.run_nr}\"\n",
    "        self.ssp.apply_proj(True)\n",
    "        clean_data = self.ssp.to_data_frame(scalings=1)\n",
    "        clean_data = clean_data.to_numpy()\n",
    "        clean_data = np.transpose(clean_data)\n",
    "        clean_dict = {\n",
    "            \"Clean_data\" : clean_data[1:, :]  #First column of dataFrames is not data\n",
    "        }\n",
    "        sio.savemat(f'{self.dir_ssp}/{title}.mat', clean_dict)\n",
    "\n",
    "    def save_decomp_data(self):\n",
    "        title = f\"sub-{self.sub_nr}_ses-{self.ses_nr}_run-{self.run_nr}\"\n",
    "        clean_data = self.decomp_data.to_data_frame(scalings=1)\n",
    "        clean_data = clean_data.to_numpy()\n",
    "        clean_data = np.transpose(clean_data)\n",
    "        clean_dict = {\n",
    "            \"Decomp_data\" : clean_data[1:, :]  #First column of dataFrames is not data\n",
    "        }\n",
    "        sio.savemat(f'{self.dir_decomp}/{title}.mat', clean_dict)\n",
    "\n",
    "    def save_psd(self, data_type):\n",
    "        title = f\"sub-{self.sub_nr}_ses-{self.ses_nr}_run-{self.run_nr}\"\n",
    "        psd_data = self.psd.get_data()\n",
    "        psd_dict = {\n",
    "            \"psd_data\" : psd_data\n",
    "        }\n",
    "        if data_type == 'raw':\n",
    "            sio.savemat(f'{self.dir_psd}/PSD/{title}.mat', psd_dict)\n",
    "        elif data_type == 'filtered':\n",
    "            sio.savemat(f'{self.dir_psd}/PSD_filtered/{title}.mat', psd_dict)\n",
    "        elif data_type == 'delta':\n",
    "            sio.savemat(f'{self.dir_psd}/PSD_delta/{title}.mat', psd_dict)\n",
    "        elif data_type == 'theta':\n",
    "            sio.savemat(f'{self.dir_psd}/PSD_theta/{title}.mat', psd_dict)\n",
    "        elif data_type == 'alpha':\n",
    "            sio.savemat(f'{self.dir_psd}/PSD_alpha/{title}.mat', psd_dict)\n",
    "        elif data_type == 'beta':\n",
    "            sio.savemat(f'{self.dir_psd}/PSD_beta/{title}.mat', psd_dict)\n",
    "        elif data_type == 'gamma':\n",
    "            sio.savemat(f'{self.dir_psd}/PSD_gamma/{title}.mat', psd_dict)\n",
    "\n",
    "    def init_filter(self):\n",
    "        band_pass = self.raw_arr.copy().filter(1, 50)\n",
    "        #sav_gol = band_pass.copy().savgol_filter(h_freq=35, verbose=False)\n",
    "        notch = band_pass.copy().notch_filter(freqs=[50,100], trans_bandwidth = 0.5)\n",
    "        return notch\n",
    "\n",
    "    def compute_and_save_filtered_psd(self, data_type):\n",
    "        if data_type == 'raw':\n",
    "            self.psd = self.raw_arr.copy().compute_psd()\n",
    "            #self.psd.plot()\n",
    "            #self.save_psd(data_type)\n",
    "        elif data_type == 'filtered':\n",
    "            self.psd = self.filtered_arr.copy().compute_psd()\n",
    "            #self.psd.plot()\n",
    "            self.save_psd(data_type)\n",
    "        elif data_type == 'delta':\n",
    "            self.psd = self.decomp_data.copy().compute_psd()\n",
    "            #self.psd.plot()\n",
    "            #self.save_psd(data_type)\n",
    "        elif data_type == 'theta':\n",
    "            self.psd = self.decomp_data.copy().compute_psd()\n",
    "            #self.psd.plot()\n",
    "            #self.save_psd(data_type)\n",
    "        elif data_type == 'alpha':\n",
    "            self.psd = self.decomp_data.copy().compute_psd()\n",
    "            #self.psd.plot()\n",
    "            #self.save_psd(data_type)\n",
    "        elif data_type == 'beta':\n",
    "            self.psd = self.decomp_data.copy().compute_psd()\n",
    "            #self.psd.plot()\n",
    "            #self.save_psd(data_type)\n",
    "        elif data_type == 'gamma':\n",
    "            self.psd = self.decomp_data.copy().compute_psd()\n",
    "            #self.psd.plot()\n",
    "            #self.save_psd(data_type)\n",
    "        else:\n",
    "            print('No data with data_type = {data_type} found')\n",
    "    \n",
    "    def decompose_data(self, freq_band, method):\n",
    "        '''\n",
    "        Decompose dataset\n",
    "\n",
    "        Parameters\n",
    "        ----------\n",
    "        freq_band : str\n",
    "            The frequency band in which to decompose the signal. Either gamma, beta, alpha, theta, or delta\n",
    "        method : str\n",
    "            Either fir or iir. Decides which filtering method to use.\n",
    "        '''\n",
    "        if freq_band == 'gamma':\n",
    "            self.decomp_data = self.filtered_arr.copy().filter(30, 45, method=method)\n",
    "        elif freq_band == 'beta':\n",
    "            self.decomp_data = self.filtered_arr.copy().filter(12, 30, method=method)\n",
    "        elif freq_band == 'alpha':\n",
    "            self.decomp_data = self.filtered_arr.copy().filter(8, 12, method=method)\n",
    "        elif freq_band == 'theta':\n",
    "            self.decomp_data = self.filtered_arr.copy().filter(4, 8, method=method)\n",
    "        elif freq_band == 'delta':\n",
    "            self.decomp_data = self.filtered_arr.copy().filter(0, 4, method=method)\n",
    "        else:\n",
    "            print('No frequency band matching {freq_band} found')\n",
    "    \n",
    "    def vizualize_artifacts(self):\n",
    "        #kwargs = dict(extrapolate='head')\n",
    "        channels = ['Fp2', 'FT9']\n",
    "        for ch_name in channels:\n",
    "            self.eog_evoked = create_eog_epochs(self.filtered_arr, ch_name=ch_name).average(picks='all')\n",
    "            self.eog_evoked.apply_baseline((None, None))\n",
    "            self.eog_evoked.plot_joint()\n",
    "\n",
    "    def compute_SSP_projectors(self):\n",
    "        channels = ['Fp2', 'FT9']\n",
    "        for ch_name in channels:\n",
    "            self.eog_projs, _ = compute_proj_eog(self.filtered_arr, n_grad=0, n_mag=0, n_eeg=1, reject=None,\n",
    "                                no_proj=True, ch_name=ch_name) #check if grad and mag can be 0\n",
    "            \n",
    "        \n",
    "    def plot_eog_projectors(self):\n",
    "        fig = mne.viz.plot_projs_joint(self.eog_projs, self.eog_evoked, 'Fp2')\n",
    "        fig.suptitle('EOG projectors')\n",
    "\n",
    "        fig = mne.viz.plot_projs_joint(self.eog_projs, self.eog_evoked, 'FT9')\n",
    "        fig.suptitle('EOG projectors')\n",
    "        \n",
    "        \n",
    "    def plot_ssp(self):\n",
    "        for title in ('Without', 'With'):\n",
    "            if title == 'With':\n",
    "                self.ssp = self.filtered_arr.add_proj(self.eog_projs)\n",
    "            with mne.viz.use_browser_backend('matplotlib'):\n",
    "                fig = self.filtered_arr.plot() # original contents of plot function: order=artifact_picks, n_channels=len(artifact_picks)\n",
    "            fig.subplots_adjust(top=0.9)  # make room for title\n",
    "            fig.suptitle('{} EOG projectors'.format(title), size='xx-large',\n",
    "                        weight='bold')\n",
    "    \n",
    "    \n",
    "    def plot_psd_comparison(self, filename1, filename2, title_psd, title_ch_comparison):\n",
    "        psd1 = sio.loadmat(filename1)\n",
    "        psd2 = sio.loadmat(filename2)\n",
    "\n",
    "        fig = plt.figure(1)\n",
    "        fig.set_figwidth(20)\n",
    "        fig.set_figheight(10)\n",
    "\n",
    "        length = len(psd1['psd_data'][0])\n",
    "\n",
    "        psd1_arr = np.empty([var.NUM_CHANNELS, length])\n",
    "        psd2_arr = np.empty([var.NUM_CHANNELS, length])\n",
    "\n",
    "        for ch in range(var.NUM_CHANNELS): \n",
    "            for i in range(length):\n",
    "                db1 = 10*log(psd1['psd_data'][ch][i])\n",
    "                psd1_arr[ch][i] = db1\n",
    "\n",
    "                db2 = 10*log(psd2['psd_data'][ch][i])\n",
    "                psd2_arr[ch][i] = db2\n",
    "\n",
    "            plt.plot(psd1_arr[ch], color='#3cbfbe')\n",
    "            plt.plot(psd2_arr[ch], color='#b01b81')\n",
    "        plt.legend(['Not stressed', 'Stressed'])\n",
    "        plt.xlabel('Hz')\n",
    "        plt.ylabel('dB')\n",
    "        plt.title(title_psd)\n",
    "        plt.show()\n",
    "\n",
    "        plt.figure(2)\n",
    "        plt.suptitle(title_ch_comparison)\n",
    "\n",
    "        psd1_1 = np.empty([var.NUM_CHANNELS, length])\n",
    "        psd2_1 = np.empty([var.NUM_CHANNELS, length])\n",
    "\n",
    "        for i, ch in enumerate(var.CHANNELS):\n",
    "            for j in range(length):\n",
    "                db1 = 10*log(psd1['psd_data'][i][j])\n",
    "                psd1_1[i][j] = db1\n",
    "\n",
    "                db2 = 10*log(psd2['psd_data'][i][j])\n",
    "                psd2_1[i][j] = db2\n",
    "\n",
    "            ax = plt.subplot(2, 4, i+1)\n",
    "            ax.plot(psd1_1[i], color='#3cbfbe')\n",
    "            ax.plot(psd2_1[i], color='#b01b81')\n",
    "            #psd1_1[i].plot(ax=ax, color='#3cbfbe')\n",
    "            #psd2_1[i].plot(ax=ax, color='#b01b81')\n",
    "            ax.legend(['Not stressed', 'Stressed'])\n",
    "            ax.set_title('Channel: %s' %ch)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "participant = 'P002'\n",
    "session = 'S001'\n",
    "run = '002'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Creating RawArray with float64 data, n_channels=8, n_times=75040\n",
      "    Range : 0 ... 75039 =      0.000 ...   300.156 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Effective window size : 1.024 (s)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "2023-06-30 14:02:28.381 python[12668:961732] +[CATransaction synchronize] called within transaction\n",
      "2023-06-30 14:02:28.522 python[12668:961732] +[CATransaction synchronize] called within transaction\n",
      "2023-06-30 14:02:30.189 python[12668:961732] +[CATransaction synchronize] called within transaction\n",
      "2023-06-30 14:02:30.302 python[12668:961732] +[CATransaction synchronize] called within transaction\n",
      "2023-06-30 14:02:30.405 python[12668:961732] +[CATransaction synchronize] called within transaction\n",
      "2023-06-30 14:02:30.509 python[12668:961732] +[CATransaction synchronize] called within transaction\n",
      "2023-06-30 14:02:30.612 python[12668:961732] +[CATransaction synchronize] called within transaction\n",
      "2023-06-30 14:02:30.719 python[12668:961732] +[CATransaction synchronize] called within transaction\n",
      "2023-06-30 14:02:30.821 python[12668:961732] +[CATransaction synchronize] called within transaction\n",
      "2023-06-30 14:02:30.994 python[12668:961732] +[CATransaction synchronize] called within transaction\n",
      "2023-06-30 14:02:31.096 python[12668:961732] +[CATransaction synchronize] called within transaction\n",
      "2023-06-30 14:02:31.251 python[12668:961732] Warning: Window move completed without beginning\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "\u001b[1;32m/Users/idaandreassen/Desktop/MASTER/stress_detection_EEG/filtering.ipynb Cell 4\u001b[0m in \u001b[0;36m<cell line: 11>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      <a href='vscode-notebook-cell:/Users/idaandreassen/Desktop/MASTER/stress_detection_EEG/filtering.ipynb#X24sZmlsZQ%3D%3D?line=7'>8</a>\u001b[0m title_psd \u001b[39m=\u001b[39m \u001b[39m'\u001b[39m\u001b[39mComparing PSD (init_filter data) between P002_S001_001 and P002_S001_002\u001b[39m\u001b[39m'\u001b[39m\n\u001b[1;32m      <a href='vscode-notebook-cell:/Users/idaandreassen/Desktop/MASTER/stress_detection_EEG/filtering.ipynb#X24sZmlsZQ%3D%3D?line=8'>9</a>\u001b[0m title_ch_comparison \u001b[39m=\u001b[39m \u001b[39m'\u001b[39m\u001b[39mComparing channel by channel for stressed and not-stressed between PSD of delta-band for P002_S001_002 and P002_S001_001\u001b[39m\u001b[39m'\u001b[39m\n\u001b[0;32m---> <a href='vscode-notebook-cell:/Users/idaandreassen/Desktop/MASTER/stress_detection_EEG/filtering.ipynb#X24sZmlsZQ%3D%3D?line=10'>11</a>\u001b[0m psd_data\u001b[39m.\u001b[39;49mplot_psd_comparison(fname_not_stressed, fname_stressed, title_psd\u001b[39m=\u001b[39;49mtitle_psd, title_ch_comparison\u001b[39m=\u001b[39;49mtitle_ch_comparison)\n",
      "\u001b[1;32m/Users/idaandreassen/Desktop/MASTER/stress_detection_EEG/filtering.ipynb Cell 4\u001b[0m in \u001b[0;36mFiltering.plot_psd_comparison\u001b[0;34m(self, filename1, filename2, title_psd, title_ch_comparison)\u001b[0m\n\u001b[1;32m    <a href='vscode-notebook-cell:/Users/idaandreassen/Desktop/MASTER/stress_detection_EEG/filtering.ipynb#X24sZmlsZQ%3D%3D?line=206'>207</a>\u001b[0m plt\u001b[39m.\u001b[39mylabel(\u001b[39m'\u001b[39m\u001b[39mdB\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[1;32m    <a href='vscode-notebook-cell:/Users/idaandreassen/Desktop/MASTER/stress_detection_EEG/filtering.ipynb#X24sZmlsZQ%3D%3D?line=207'>208</a>\u001b[0m plt\u001b[39m.\u001b[39mtitle(title_psd)\n\u001b[0;32m--> <a href='vscode-notebook-cell:/Users/idaandreassen/Desktop/MASTER/stress_detection_EEG/filtering.ipynb#X24sZmlsZQ%3D%3D?line=208'>209</a>\u001b[0m plt\u001b[39m.\u001b[39;49mshow()\n\u001b[1;32m    <a href='vscode-notebook-cell:/Users/idaandreassen/Desktop/MASTER/stress_detection_EEG/filtering.ipynb#X24sZmlsZQ%3D%3D?line=210'>211</a>\u001b[0m plt\u001b[39m.\u001b[39mfigure(\u001b[39m2\u001b[39m)\n\u001b[1;32m    <a href='vscode-notebook-cell:/Users/idaandreassen/Desktop/MASTER/stress_detection_EEG/filtering.ipynb#X24sZmlsZQ%3D%3D?line=211'>212</a>\u001b[0m plt\u001b[39m.\u001b[39msuptitle(title_ch_comparison)\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/mne/lib/python3.9/site-packages/matplotlib/pyplot.py:446\u001b[0m, in \u001b[0;36mshow\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    402\u001b[0m \u001b[39m\"\"\"\u001b[39;00m\n\u001b[1;32m    403\u001b[0m \u001b[39mDisplay all open figures.\u001b[39;00m\n\u001b[1;32m    404\u001b[0m \n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    443\u001b[0m \u001b[39mexplicitly there.\u001b[39;00m\n\u001b[1;32m    444\u001b[0m \u001b[39m\"\"\"\u001b[39;00m\n\u001b[1;32m    445\u001b[0m _warn_if_gui_out_of_main_thread()\n\u001b[0;32m--> 446\u001b[0m \u001b[39mreturn\u001b[39;00m _get_backend_mod()\u001b[39m.\u001b[39;49mshow(\u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/mne/lib/python3.9/site-packages/matplotlib/backend_bases.py:3620\u001b[0m, in \u001b[0;36m_Backend.show\u001b[0;34m(cls, block)\u001b[0m\n\u001b[1;32m   3618\u001b[0m     block \u001b[39m=\u001b[39m \u001b[39mnot\u001b[39;00m ipython_pylab \u001b[39mand\u001b[39;00m \u001b[39mnot\u001b[39;00m is_interactive()\n\u001b[1;32m   3619\u001b[0m \u001b[39mif\u001b[39;00m block:\n\u001b[0;32m-> 3620\u001b[0m     \u001b[39mcls\u001b[39;49m\u001b[39m.\u001b[39;49mmainloop()\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/mne/lib/python3.9/site-packages/matplotlib/backends/backend_qt.py:605\u001b[0m, in \u001b[0;36mFigureManagerQT.start_main_loop\u001b[0;34m(cls)\u001b[0m\n\u001b[1;32m    603\u001b[0m \u001b[39mif\u001b[39;00m qapp:\n\u001b[1;32m    604\u001b[0m     \u001b[39mwith\u001b[39;00m _maybe_allow_interrupt(qapp):\n\u001b[0;32m--> 605\u001b[0m         qt_compat\u001b[39m.\u001b[39m_exec(qapp)\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/mne/lib/python3.9/contextlib.py:126\u001b[0m, in \u001b[0;36m_GeneratorContextManager.__exit__\u001b[0;34m(self, typ, value, traceback)\u001b[0m\n\u001b[1;32m    124\u001b[0m \u001b[39mif\u001b[39;00m typ \u001b[39mis\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[1;32m    125\u001b[0m     \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m--> 126\u001b[0m         \u001b[39mnext\u001b[39;49m(\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mgen)\n\u001b[1;32m    127\u001b[0m     \u001b[39mexcept\u001b[39;00m \u001b[39mStopIteration\u001b[39;00m:\n\u001b[1;32m    128\u001b[0m         \u001b[39mreturn\u001b[39;00m \u001b[39mFalse\u001b[39;00m\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/mne/lib/python3.9/site-packages/matplotlib/backends/qt_compat.py:245\u001b[0m, in \u001b[0;36m_maybe_allow_interrupt\u001b[0;34m(qapp)\u001b[0m\n\u001b[1;32m    243\u001b[0m signal\u001b[39m.\u001b[39msignal(signal\u001b[39m.\u001b[39mSIGINT, old_sigint_handler)\n\u001b[1;32m    244\u001b[0m \u001b[39mif\u001b[39;00m handler_args \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m--> 245\u001b[0m     old_sigint_handler(\u001b[39m*\u001b[39;49mhandler_args)\n",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "data_type = 'filtered'\n",
    "psd_data = Filtering(sub_nr=participant, ses_nr=session, run_nr=run)\n",
    "psd_data.compute_and_save_filtered_psd(data_type=data_type)\n",
    "\n",
    "fname_not_stressed = 'Data/PSD_data/PSD_filtered/sub-P002_ses-S001_run-001.mat'\n",
    "fname_stressed = 'Data/PSD_data/PSD_filtered/sub-P002_ses-S001_run-002.mat'\n",
    "\n",
    "title_psd = 'Comparing PSD (init_filter data) between P002_S001_001 and P002_S001_002'\n",
    "title_ch_comparison = 'Comparing channel by channel for stressed and not-stressed between PSD of delta-band for P002_S001_002 and P002_S001_001'\n",
    "\n",
    "psd_data.plot_psd_comparison(fname_not_stressed, fname_stressed, title_psd=title_psd, title_ch_comparison=title_ch_comparison)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "SSP filtering:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ssp_test = Filtering(sub_nr=participant, ses_nr=session, run_nr=run)\n",
    "ssp_test.vizualize_artifacts()\n",
    "ssp_test.compute_SSP_projectors()\n",
    "ssp_test.plot_eog_projectors()\n",
    "ssp_test.plot_ssp()\n",
    "ssp_test.save_ssp_data()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Compute and save psd data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "valid_recordings = get_valid_recordings('raw')\n",
    "for recordings in valid_recordings:\n",
    "    sub_nr, ses_nr, run_nr = recordings.split('_')\n",
    "    test = Filtering(sub_nr, ses_nr, run_nr)\n",
    "    test.compute_and_save_filtered_psd('filtered')\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "ERROR:root:Failed to read data for recording P006_S002_001\n",
      "ERROR:root:Failed to read data for recording P006_S002_002\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
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      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
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      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
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      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
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      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
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      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
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      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
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      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
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      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
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      "    Range : 0 ... 74911 =      0.000 ...   299.644 secs\n",
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      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
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      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
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      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
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      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
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      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
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      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
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      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
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      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=74960\n",
      "    Range : 0 ... 74959 =      0.000 ...   299.836 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75000\n",
      "    Range : 0 ... 74999 =      0.000 ...   299.996 secs\n",
      "Ready.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "ERROR:root:Failed to read data for recording P028_S002_001\n",
      "ERROR:root:Failed to read data for recording P028_S002_002\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Creating RawArray with float64 data, n_channels=8, n_times=75072\n",
      "    Range : 0 ... 75071 =      0.000 ...   300.284 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75168\n",
      "    Range : 0 ... 75167 =      0.000 ...   300.668 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75584\n",
      "    Range : 0 ... 75583 =      0.000 ...   302.332 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75584\n",
      "    Range : 0 ... 75583 =      0.000 ...   302.332 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75024\n",
      "    Range : 0 ... 75023 =      0.000 ...   300.092 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   2 out of   2 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75040\n",
      "    Range : 0 ... 75039 =      0.000 ...   300.156 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75536\n",
      "    Range : 0 ... 75535 =      0.000 ...   302.140 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   2 out of   2 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75760\n",
      "    Range : 0 ... 75759 =      0.000 ...   303.036 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75312\n",
      "    Range : 0 ... 75311 =      0.000 ...   301.244 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75200\n",
      "    Range : 0 ... 75199 =      0.000 ...   300.796 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75296\n",
      "    Range : 0 ... 75295 =      0.000 ...   301.180 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75152\n",
      "    Range : 0 ... 75151 =      0.000 ...   300.604 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75040\n",
      "    Range : 0 ... 75039 =      0.000 ...   300.156 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75184\n",
      "    Range : 0 ... 75183 =      0.000 ...   300.732 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75680\n",
      "    Range : 0 ... 75679 =      0.000 ...   302.716 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=76032\n",
      "    Range : 0 ... 76031 =      0.000 ...   304.124 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75168\n",
      "    Range : 0 ... 75167 =      0.000 ...   300.668 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75280\n",
      "    Range : 0 ... 75279 =      0.000 ...   301.116 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75120\n",
      "    Range : 0 ... 75119 =      0.000 ...   300.476 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=76032\n",
      "    Range : 0 ... 76031 =      0.000 ...   304.124 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75152\n",
      "    Range : 0 ... 75151 =      0.000 ...   300.604 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75136\n",
      "    Range : 0 ... 75135 =      0.000 ...   300.540 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75152\n",
      "    Range : 0 ... 75151 =      0.000 ...   300.604 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75040\n",
      "    Range : 0 ... 75039 =      0.000 ...   300.156 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=82688\n",
      "    Range : 0 ... 82687 =      0.000 ...   330.748 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75664\n",
      "    Range : 0 ... 75663 =      0.000 ...   302.652 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75200\n",
      "    Range : 0 ... 75199 =      0.000 ...   300.796 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75424\n",
      "    Range : 0 ... 75423 =      0.000 ...   301.692 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75328\n",
      "    Range : 0 ... 75327 =      0.000 ...   301.308 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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    },
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     "output_type": "stream",
     "text": [
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75552\n",
      "    Range : 0 ... 75551 =      0.000 ...   302.204 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75152\n",
      "    Range : 0 ... 75151 =      0.000 ...   300.604 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   4 out of   4 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75296\n",
      "    Range : 0 ... 75295 =      0.000 ...   301.180 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75536\n",
      "    Range : 0 ... 75535 =      0.000 ...   302.140 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75536\n",
      "    Range : 0 ... 75535 =      0.000 ...   302.140 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=74912\n",
      "    Range : 0 ... 74911 =      0.000 ...   299.644 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75040\n",
      "    Range : 0 ... 75039 =      0.000 ...   300.156 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75184\n",
      "    Range : 0 ... 75183 =      0.000 ...   300.732 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   4 out of   4 | elapsed:    0.0s remaining:    0.0s\n",
      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75936\n",
      "    Range : 0 ... 75935 =      0.000 ...   303.740 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75312\n",
      "    Range : 0 ... 75311 =      0.000 ...   301.244 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75056\n",
      "    Range : 0 ... 75055 =      0.000 ...   300.220 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75552\n",
      "    Range : 0 ... 75551 =      0.000 ...   302.204 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=76160\n",
      "    Range : 0 ... 76159 =      0.000 ...   304.636 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75296\n",
      "    Range : 0 ... 75295 =      0.000 ...   301.180 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75040\n",
      "    Range : 0 ... 75039 =      0.000 ...   300.156 secs\n",
      "Ready.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=77680\n",
      "    Range : 0 ... 77679 =      0.000 ...   310.716 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75552\n",
      "    Range : 0 ... 75551 =      0.000 ...   302.204 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=74944\n",
      "    Range : 0 ... 74943 =      0.000 ...   299.772 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=74912\n",
      "    Range : 0 ... 74911 =      0.000 ...   299.644 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75328\n",
      "    Range : 0 ... 75327 =      0.000 ...   301.308 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75600\n",
      "    Range : 0 ... 75599 =      0.000 ...   302.396 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75072\n",
      "    Range : 0 ... 75071 =      0.000 ...   300.284 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75296\n",
      "    Range : 0 ... 75295 =      0.000 ...   301.180 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75184\n",
      "    Range : 0 ... 75183 =      0.000 ...   300.732 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75312\n",
      "    Range : 0 ... 75311 =      0.000 ...   301.244 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75056\n",
      "    Range : 0 ... 75055 =      0.000 ...   300.220 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75040\n",
      "    Range : 0 ... 75039 =      0.000 ...   300.156 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75184\n",
      "    Range : 0 ... 75183 =      0.000 ...   300.732 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75296\n",
      "    Range : 0 ... 75295 =      0.000 ...   301.180 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75168\n",
      "    Range : 0 ... 75167 =      0.000 ...   300.668 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75136\n",
      "    Range : 0 ... 75135 =      0.000 ...   300.540 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
      "[Parallel(n_jobs=1)]: Done   2 out of   2 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Creating RawArray with float64 data, n_channels=8, n_times=75440\n",
      "    Range : 0 ... 75439 =      0.000 ...   301.756 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75424\n",
      "    Range : 0 ... 75423 =      0.000 ...   301.692 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75408\n",
      "    Range : 0 ... 75407 =      0.000 ...   301.628 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75168\n",
      "    Range : 0 ... 75167 =      0.000 ...   300.668 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75792\n",
      "    Range : 0 ... 75791 =      0.000 ...   303.164 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75536\n",
      "    Range : 0 ... 75535 =      0.000 ...   302.140 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75168\n",
      "    Range : 0 ... 75167 =      0.000 ...   300.668 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75168\n",
      "    Range : 0 ... 75167 =      0.000 ...   300.668 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=76064\n",
      "    Range : 0 ... 76063 =      0.000 ...   304.252 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=76048\n",
      "    Range : 0 ... 76047 =      0.000 ...   304.188 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75216\n",
      "    Range : 0 ... 75215 =      0.000 ...   300.860 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75200\n",
      "    Range : 0 ... 75199 =      0.000 ...   300.796 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75184\n",
      "    Range : 0 ... 75183 =      0.000 ...   300.732 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75168\n",
      "    Range : 0 ... 75167 =      0.000 ...   300.668 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=74896\n",
      "    Range : 0 ... 74895 =      0.000 ...   299.580 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75280\n",
      "    Range : 0 ... 75279 =      0.000 ...   301.116 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75776\n",
      "    Range : 0 ... 75775 =      0.000 ...   303.100 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75408\n",
      "    Range : 0 ... 75407 =      0.000 ...   301.628 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   2 out of   2 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75088\n",
      "    Range : 0 ... 75087 =      0.000 ...   300.348 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75568\n",
      "    Range : 0 ... 75567 =      0.000 ...   302.268 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75792\n",
      "    Range : 0 ... 75791 =      0.000 ...   303.164 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75696\n",
      "    Range : 0 ... 75695 =      0.000 ...   302.780 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75936\n",
      "    Range : 0 ... 75935 =      0.000 ...   303.740 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75200\n",
      "    Range : 0 ... 75199 =      0.000 ...   300.796 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75057\n",
      "    Range : 0 ... 75056 =      0.000 ...   300.224 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75088\n",
      "    Range : 0 ... 75087 =      0.000 ...   300.348 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=77584\n",
      "    Range : 0 ... 77583 =      0.000 ...   310.332 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=77552\n",
      "    Range : 0 ... 77551 =      0.000 ...   310.204 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75472\n",
      "    Range : 0 ... 75471 =      0.000 ...   301.884 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=74960\n",
      "    Range : 0 ... 74959 =      0.000 ...   299.836 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75184\n",
      "    Range : 0 ... 75183 =      0.000 ...   300.732 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75296\n",
      "    Range : 0 ... 75295 =      0.000 ...   301.180 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75328\n",
      "    Range : 0 ... 75327 =      0.000 ...   301.308 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75328\n",
      "    Range : 0 ... 75327 =      0.000 ...   301.308 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75040\n",
      "    Range : 0 ... 75039 =      0.000 ...   300.156 secs\n",
      "Ready.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75264\n",
      "    Range : 0 ... 75263 =      0.000 ...   301.052 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75296\n",
      "    Range : 0 ... 75295 =      0.000 ...   301.180 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75040\n",
      "    Range : 0 ... 75039 =      0.000 ...   300.156 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
      "[Parallel(n_jobs=1)]: Done   2 out of   2 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Creating RawArray with float64 data, n_channels=8, n_times=75200\n",
      "    Range : 0 ... 75199 =      0.000 ...   300.796 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75328\n",
      "    Range : 0 ... 75327 =      0.000 ...   301.308 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75168\n",
      "    Range : 0 ... 75167 =      0.000 ...   300.668 secs\n",
      "Ready.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75040\n",
      "    Range : 0 ... 75039 =      0.000 ...   300.156 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75440\n",
      "    Range : 0 ... 75439 =      0.000 ...   301.756 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75056\n",
      "    Range : 0 ... 75055 =      0.000 ...   300.220 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Creating RawArray with float64 data, n_channels=8, n_times=75392\n",
      "    Range : 0 ... 75391 =      0.000 ...   301.564 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75664\n",
      "    Range : 0 ... 75663 =      0.000 ...   302.652 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75424\n",
      "    Range : 0 ... 75423 =      0.000 ...   301.692 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n",
      "Creating RawArray with float64 data, n_channels=8, n_times=75312\n",
      "    Range : 0 ... 75311 =      0.000 ...   301.244 secs\n",
      "Ready.\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Done   3 out of   3 | elapsed:    0.0s remaining:    0.0s\n",
      "[Parallel(n_jobs=1)]: Done   4 out of   4 | elapsed:    0.0s remaining:    0.0s\n",
      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n",
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
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      "[Parallel(n_jobs=1)]: Done   8 out of   8 | elapsed:    0.0s finished\n"
     ]
    }
   ],
   "source": [
    "data_type = 'delta'\n",
    "valid_recordings = get_valid_recordings('raw')\n",
    "for recordings in valid_recordings:\n",
    "    sub_nr, ses_nr, run_nr = recordings.split('_')\n",
    "    psd_data = Filtering(sub_nr, ses_nr, run_nr)\n",
    "    psd_data.decompose_data(freq_band=data_type, method='iir')\n",
    "    psd_data.compute_and_save_filtered_psd(data_type=data_type)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plot topomaps of decomposition data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Creating RawArray with float64 data, n_channels=8, n_times=75040\n",
      "    Range : 0 ... 75039 =      0.000 ...   300.156 secs\n",
      "Ready.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 1 - 50 Hz\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandpass filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower passband edge: 1.00\n",
      "- Lower transition bandwidth: 1.00 Hz (-6 dB cutoff frequency: 0.50 Hz)\n",
      "- Upper passband edge: 50.00 Hz\n",
      "- Upper transition bandwidth: 12.50 Hz (-6 dB cutoff frequency: 56.25 Hz)\n",
      "- Filter length: 825 samples (3.300 sec)\n",
      "\n",
      "Setting up band-stop filter\n",
      "\n",
      "FIR filter parameters\n",
      "---------------------\n",
      "Designing a one-pass, zero-phase, non-causal bandstop filter:\n",
      "- Windowed time-domain design (firwin) method\n",
      "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n",
      "- Lower transition bandwidth: 0.25 Hz\n",
      "- Upper transition bandwidth: 0.25 Hz\n",
      "- Filter length: 3301 samples (13.204 sec)\n",
      "\n",
      "Filtering raw data in 1 contiguous segment\n",
      "Setting up band-pass filter from 30 - 45 Hz\n",
      "\n",
      "IIR filter parameters\n",
      "---------------------\n",
      "Butterworth bandpass zero-phase (two-pass forward and reverse) non-causal filter:\n",
      "- Filter order 16 (effective, after forward-backward)\n",
      "- Cutoffs at 30.00, 45.00 Hz: -6.02, -6.02 dB\n",
      "\n",
      "Effective window size : 1.024 (s)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers.\n",
      "[Parallel(n_jobs=1)]: Done   1 out of   1 | elapsed:    0.0s remaining:    0.0s\n",
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     ]
    },
    {
     "data": {
      "image/png": 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aJSItxK2VbyGsWZsmTZoISZKEWq0W5cqVu2kUtm3btsLLyyuHLnx8fDw+QyGEeOWVV0TlypVdMkZCCDFmzBjRrl27m16nQvFx6tQpodFoRHx8vGPZiBEjRP/+/R3fPWW8NRqNSwZDCCFCQkLErFmzhBDW/8/77rvPZf1XX30lqlSp4vh+7tw50b9/f1GlShURFBQkAgICBCBWrFiR6/V27NhRvPzyyy7LtFqtaN68uRg0aJDYs2eP2Llzp+jTp4+oW7eu0Gq1QgjhUlaHDx+e47j5yXhPnDhRhIaGisOHD+e5nf15HThwQJw9e9blVb58+RzaTE1NFbVr1xbPPPNMjmMZjUYBiJUrV+Z5ToWi4dlnnxVqtdpRVgBRtmxZsX//fsc2M2fOFLVq1XL5HzYYDMLPz0+sWbPGcZzitIWcyc//vSzLonv37qJ169Y3vSYhhPj+++8d91+7dm1HtlsIIT777DNRo0aNHPvUqFFDTJgwIddjKnXH7WfXrl0CEIsWLXJZHhYW5vg93nrrrVz3X7BggQgLC3N8//XXX11aQwghxPDhw4W/v79LZrxTp04u/7uVK1d2+b+Li4sTgBg3bpxjmb0VRVxcXK7Xc6s2kxDW1l0BAQFCkiRRrlw5sWfPHse63PyKDh065LD3nNHr9aJBgwZizpw5QgjPrZ+uX78uvvrqK7F7926xd+9eMW7cOKFSqRz75AYgfH19c+hHo9F4/K/R6XTigQceEN26dcvhezRq1Eh8+OGHeZ5PIW+KLKQvhHBEu/bv309mZqYjymtHp9PdtB+eO3///TfffPMN586dIzMzE7PZTKlSpXLdXqfTAeDr65tjnXM0zv2a586dy/Dhwx3rVq1ahb+/P1OmTOHAgQM59r0ZtWrV4p9//nFZFhsbS7t27XJse/DgQQYNGsT3339P69atXdb5+fkhyzIGgwE/P78CXYPC7ce5n07ZsmUB6+iqtWvXZv/+/Zw7d465c+c6thFCIMsyFy9epE6dOh6PabFY+N///seff/5JbGwsBoMBg8GQaxQarLrw8fFxKcf79++/afl+8cUX+f333x3fMzMzEULw8ssvOyKffn5+/Pzzz3Tr1o29e/c67tMTAwYM4L333nNZtmjRIo+jhv7000/MnDmT7du3ExER4bLOz8/vnhvI5W5j5syZmM1mR2YVrOXXy8uLlJQUQkNDc93XU3lzXubl5ZVjnfMgk927d6dixYrMmDGDcuXKIcsy9erVw2g05nrO8PDwHH07582bx6VLl9i5c6cjwzBv3jxCQ0NZunQp/fr1cxkMM6+6Jze+/PJLJkyYwLp16/Lst+dMlSpVcgwa5Z6Bt1gsPPXUU5QqVYoZM2bkOIa9dZm7dhSKj4cffpgffvgBsD7/adOm8dhjj7Fnzx4qV67s+M93H2dDr9ff1DYqSluoIIwcOZIjR46wbds2x7IJEya4/GefOHGCSpUqAdb/+A4dOhAXF8eXX35J37592b59u+M6PGnf2RbLDaXuuDNw/5327NmDLMsMGDAAg8HgWL5x40YmTJjAiRMnSE9Px2w2o9frycrKctgq/v7+VKtWzbFPmTJliI6OJjAw0GVZYmKiyzmd/0fLlCkDQP369XMsS0xMJCoqqshsJjsPP/wwhw4d4saNG8yYMcMxXlRkZGSux3Mu44899pgja1y5cmWOHz/OO++8Q506dRwtyDwRHh7OmDFjHN+bNm1KSkoKkyZNynM/sLYScG9t9fbbb3vsdz5kyBAyMjJYu3Ztjsy7op/CU2SO98mTJ6lSpQpgbSZYtmxZNm3alGO7/I5ACbBr1y769evHRx99RKdOnQgODmb+/PlMnjw5133CwsKQJCmHgRUVFZVj4KfExESHQHv06OHS/Kl8+fL8+OOPJCYmOioUsBo7r7/+Ot98802eTfi8vb2pXr26yzJPTRfj4+Pp0aMHQ4YMYciQITnWJycn4+/vrzjddynODoT9T9fuQMiyzPDhwz3Ot+tc5tyZPHkyX3/9Nd988w3169cnICCAV1999aZOh1arxWg04u3tDVibId6sfH/88ce88cYbLsfasGEDy5cvJyUlxWH4TZs2jbVr1/Lbb78xduzYXK8jODg4hy48VVabNm1i1KhR/PHHHx5HjU5OTlYcituI2Wxm9uzZTJ48OUcXnj59+jB37lxHlwlP++7bt4/mzZsD1gHOUlNTXbrY5EVSUhInT57kxx9/dDQjdXYKcqNRo0YuQSSwNnVUqVQ5mkg6O/ru5bUgfPHFF3z66aesWbOmSJr8OjNmzBiOHj3K3r17PTpXx44dw8vLq8i7SCnkTkBAgEt5adKkCcHBwcyYMYNPP/0UWZZp0qSJS7DVTl7/Z0VpCxWEUaNG8c8//7BlyxYqVKjgWP7iiy/St29fx3fnLhz20cpr1KhBixYtCA0NZfHixfTv35+oqCgSEhJynOf69esOWyw3lLrj9lK9enUkScoxSn3VqlUBXGzUy5cv06VLF1588UU++eQTSpcuzbZt2xgyZIjLbBGeAqw3C7q672f/787L1ioqm8mOXefVq1enRYsW1KhRg5kzZ/LOO+8QFRWF0WjMEXxOTEx0dBv5+eefHYEx+3Vv2LCBo0ePOpqOC1sz+fDwcN577z0++ugjj9fZokULfv7551zvw05UVFQO/QQFBeWYUeDTTz9l9erV7Nmzx+NAvIp+Ck+RON72AmOPxDRu3Jj4+Hg0Go3LfKl54e3tnSPysn37dipXruwS5bx8+fJNj3Pfffdx4sQJF4OwZcuWrF271iVa9O+//7r0n3IvZAMHDswRIerUqRMDBw7kueeey9d95YVer6dnz57Url2br776yuM2x44do3HjxoU+l8KdR+PGjTl+/Hiehr0nXWzdupWePXs6IpyyLHP27NlcM+SAY3q7EydOOD7np3xHRkbmMG7s0U73SKhKpSqSqe/OnTtHnz59ePfdd+ndu7fHbY4dO+ax9YhCyWAPvAwZMiTHqN5PPPEEM2fOzNXx9vLyYtSoUUydOhUvLy9GjhxJixYtHI74zQgNDSUsLIyffvqJsmXLEhMTk2ewx06nTp145513XAyiDh068OabbzJixAhGjRqFLMv873//Q6PR8PDDD+d5PHsmPDMzk+vXr3Po0CFH/QMwadIkxo0bx7x584iOjnYEfu19tgvDr7/+yrRp01i8eDEqlcrjsbdu3UqbNm2UoO1tRJIkVCqVw8hu3Lgxf/75J5GRkblmq4vbFsoPQghGjRrF4sWL2bRpkyOpYqd06dL57u8thHBkQlu2bElaWhp79uxx6H337t2kpaU5bLHCoNQdxUdYWBgdOnTgu+++Y9SoUXlmi/ft24fZbGby5MkOO2HBggUldak5KCqbKTecy3iTJk3w8vJi7dq1juBUXFwcx44dY9KkSQAurcTsLFy40PE/AdbxCp5//nm2bt3q0irAnYMHD+bZyrAgLFy4kI8//phVq1Z5PKe9ZU6jRo2K5Hz/VQo8uJrBYCA+Pp7Y2FgOHDjAhAkT6NmzJ926dWPQoEEAPProo7Rs2ZJevXqxZs0aLl26xI4dO3j//ffZt2+fx+NGR0dz5MgRTp8+zY0bNzCZTFSvXp2YmBjmz5/P+fPnmTp1ar7m3u7UqVOODMjo0aP5999/mThxIqdOnWLixImsW7fO49yQdsLCwqhXr57Ly8vLi6ioKGrVqpX/h5YLw4cP58qVK0ydOpXr168THx9PfHy8SxRu69atBa40Fe4O3n77bXbu3MmIESM4dOgQZ8+e5Z9//nGZMzI6OpotW7YQGxvLjRs3AGvkee3atezYsYOTJ08yfPjwm07jFRERQePGjV10cavlu2XLloSGhvLss89y+PBhzpw5w5tvvsnFixfp2rVroZ6JTqeje/fuNGzYkGHDhjk04Xx/Wq2W/fv3K7q4jcycOZNHH33U41Raffr04dChQxw4cMDjvv7+/rz99ts8/fTTtGzZEj8/P+bPn5/vc6tUKubPn8/+/fupV68eY8aM4YsvvrjpfvXr16dp06YuBmDt2rVZtmwZR44coWXLlrRp04Zr166xevXqmxozjRo1olGjRuzfv5958+bRqFEjunTp4lg/bdo0jEYjTzzxBGXLlnW8vvzyy3zfa25s3rwZi8VCjx49cj32H3/8wdChQwt9LoX8Y7eP4uPjOXnyJKNGjSIzM5Pu3bsD1ubS4eHh9OzZk61bt3Lx4kU2b97M6NGjHfP8FrctZDQaOXToEIcOHcJoNBIbG8uhQ4c4d+6cY5sRI0bw+++/M2/ePIKCghz35OwYuHPhwgU+//xz9u/fT0xMDDt37qRv3774+fk5dFGnTh06d+7M0KFD2bVrF7t27WLo0KF069at0DaVUncUP9OmTcNsNtO0aVP+/PNPTp48yenTp/n99985deoUarUagGrVqmE2m/n222+5cOECc+bMYfr06bftuovKZsrKyuLdd99l165dXL58mQMHDvDCCy9w9epVnnzyScDaMmPIkCG8/vrrrF+/noMHD/LMM89Qv379PAfWrFatmostZg921alTx5H8+O2335g3b57juX/55ZdMnTrVxWa8VY4dO8agQYN4++23qVu3rkM7zgNi79q1Cx8fH5cpORVugYJ0CHee/kqj0YiIiAjx6KOPil9++SVHB/z09HQxatQoUa5cOeHl5SUqVqwoBgwYIGJiYoQQOQdXS0xMFB06dBCBgYEuU2i8+eabIiwsTAQGBoqnnnpKfP3117kOpmHn5MmTws/PT6Smpros/+uvv0StWrWEl5eXqF27tli4cGFBbl8Ikf/B1fIznVhuU1/Y7/3q1avCy8tLXLlypcDXqVAy3GxwNecBx+yD3ThPF7dnzx5HuQ8ICBANGjQQn332mWP9zp07RYMGDYSPj49jWpSkpCTRs2dPERgYKCIjI8X7778vBg0adNMBeaZPny5atGiR5zb5HVxt7969omPHjqJ06dIiKChItGjR4qaDOOVnSpjcprRw/quaN2+eqFWr1k2vUeHOIze9lBQrVqwQderUuecHq1y+fLmoU6dOvqdEUyg87tODBgUFiWbNmom///7bZbu4uDgxaNAgER4eLnx8fETVqlXF0KFDRVpamhCi+G2h/EwblNt/8K+//prruWJjY8Vjjz0mIiMjhZeXl6hQoYJ4+umnc0wTlpSUJAYMGCCCgoJEUFCQGDBggMfp85xR6o47h2vXromRI0eKKlWqCC8vLxEYGCiaN28uvvjiC5GVleXY7quvvhJly5YVfn5+olOnTmL27Nk5Btp0L7+ebGf3wQY92Si4TZflbn8Vlc2k0+nE448/LsqVKye8vb1F2bJlRY8ePVwGV7NvN3LkSFG6dGnh5+cnunXr5vB98ounwdVmzZol6tSpI/z9/UVQUJBo0qTJTQdWEyJ/04nZB7vL639h2LBhHgcYVSgYkhC2jgT3GH379qVRo0a88847t/tSbpk333yTtLQ0fvrpp9t9KQr3AHq9nlq1ajF//vy7OmLZvHlzXn31VZ5++unbfSkKBWTWrFm8+uqrOfqVlSRTpkyhd+/ejimO7kUWLFhA5cqVXcYtUfhvci/YQkWFUncoFIR7xWYqCq5fv07t2rXZt29fjq4nCgWjSObxvhP54osvCt2P7nYTGRnJJ598crsvQ+EewdfXl9mzZzuarN+NJCYm8sQTT9C/f//bfSkKdymjR4++p51usDpbitOtAPeGLVQUKHWHQkG5F2ymouLixYtMmzZNcbqLgHs2462goKCgoKCgoKCgoKCgcCdwz2a8FW4PZ8+e5cEHH6RmzZo0b96cEydOeNxu5syZ1KhRg2rVqjFs2DDMZrNj3fLly6lduzbVq1enT58+ZGZmOtY98cQTlCtXDkmSXJYrKNypFLcmdu/eTcOGDalZsyaPPPIIcXFxxX5PCgqFQdGEgkI2RaGHmJgYunfvTq1atahduzbffvutY93vv/9OgwYNaNiwIY0aNWLVqlXFfk8KCoVhzZo1NGnShEaNGlGvXj1+++23HNvs3LmThg0b0rBhQ+rWrcvw4cMdo8sfPXqUhx56iNq1a1O/fn2GDRvmMs/8bdXE7e1irnCv8fDDDzsGYPnrr788DuZ14cIFUbZsWREfHy9kWRbdu3cX06dPF0IIkZGRISIjI8XJkyeFEEKMGDFCjB071rHv2rVrRUJCggBERkZG8d+QgkIhKU5NyLIsqlWr5hiA6YsvvhD9+vUr/ptSUCgEiiYUFLIprB5kWRaNGzcWCxYscHyPi4sTQlgHFgsKChLXrl0TQgixdetWERERUQJ3paBwa8iyLEqXLi0OHz4shLAOlufj4yPS09NdtsvKyhJGo1EIIYTFYhGPP/64mDJlihBCiDNnzjj2N5vNom/fvo6Bi2+3JpSMt0KRkZiYyIEDBxxzJfbp04eLFy9y6dIll+3+/vtvHn/8ccqUKYMkSbz44ov88ccfAKxatYqmTZtSu3ZtAF5++WXHOrBOVec+r7SCwp1KcWti3759+Pj4OOalHT58OEuWLMFkMpXMDSooFBBFEwoK2RSFHtavX4+fn59jSitJkoiKigKsc1YLIRwtQlJTU6lQoUIJ3Z2Cwq1jH4Q1PT2dsLAwfHx8XNb7+/vj5eUFWKdJ1Ol0jnnja9SoQYMGDQBQq9U0a9aMCxcuALdfE5oSO5PCHYler3eZN9wTQggkSXJZ5uPjk0MEV65coVy5cmg01mIlSRKVKlUiJiaG6Ohox3YxMTFUrlzZ8T06OpqYmJhc18XGxiLLskNQCgrFyd2kCfd1QUFBBAUFERcXR6VKlQp24woKHihKPYCiCYW7nzutjjhx4gQRERH069eP06dPEx0dzeTJk6latSrh4eFMnz6dxo0bU7p0aXQ6HevWrSvM7Sso5KAoNSFJEgsWLKB3794EBASQkpLCokWL8Pb2znHMS5cu0atXL86dO0fXrl0ZNmxYjm2ysrL4+eefmThxIsBt14TiyfyH0ev1hPn5ExwcnOerQoUKOZZ9/vnnHo/pLiqRy9h9ztu5b+N+DAWFkuJu1ER+j6+gUFCKQw+gaELh7uVOrCNMJhPr1q1j3LhxHDx4kMcee4x+/foB1mzhtGnT2LdvH5cvX2bmzJk88cQTLv3DFRQKQ1Frwmw28/nnn7N06VIuX77M+vXrefbZZ0lOTs6xbXR0NIcOHSI+Ph6DwcCiRYtc1ptMJp566ik6duxIz549gduvCSXj/R/GaDSiRfC8FIg3no0YI4JfMjO5cuUKpUqVciz3lMmoWLEiV69exWw2o9FoEEJw5cqVHFmGSpUquTSjunz5smObSpUqsWHDBse6S5cuUb58eSXbrVAi3G2acN8vIyODjIwMypYteyu3r6DgQlHrARRNKNzd3Il1ROXKlWnUqBF169YF4JlnnuGll17CYrHw77//EhwcTK1atQDo3r07zz//PFeuXFGmhlIoEopaE4cOHeLatWu0atUKgGbNmlGuXDkOHz7Mww8/7PH4gYGB9OvXj7lz5zqCTiaTib59+1K2bFmmTJni2PZ2a0LxZhTwl1QEqDy//CVrESlVqpTLy5NYIiMjadSoEb///jsACxcuJDo62qW5FFj7MC1evJiEhASEEEyfPt0hlM6dO7N3715OnToFwLRp0xzrFBRKirtFE02aNEGv17Np0yYAfvzxR3r16uXo96SgUBQUlR5A0YTCvcGdVEc89thjxMbGEhsbC8Dq1aupV68earWaqlWrcuDAARITEwHrSNCyLFO+fPniejQK/1GKShP2YNTp06cBOHfuHOfPn6dmzZou250/f94xdofRaGTRokWOft1ms5l+/fpRunRpfvrpJ5fWIrdbE/+ZjPf58+eJjo5GrVbf7ku54/CWrC9PFLSB3o8//sjgwYOZMGECpUqVckwB8MILL9CjRw969OhB1apV+eijj2jVqhWyLNO+fXuGDBkCWPvj/fzzz/Tq1Quz2Uz9+vVdphHo0aMHBw4cAKBWrVrUqFHDYWAp5B+TyURsbGyOyl3Byt2iCZVKxe+//86LL76ITqejfPnyDgNOoWBcv34dLy8vQkJCbvel3HEUpR5A0cTdgmI35c6dVEcEBAQwbdo0unbtihCCkJAQ5s2bB0Djxo155513aNeuHV5eXnh5ebFgwQKP/WUV8kaxm/KmqDRRpkwZfvzxR5544glUKhVCCKZNm0b58uVdNLFp0ya+/vpr1Go1ZrOZ9u3bM27cOAD+/PNPhyPeqFEjAFq1asX3339/2zUhiXu885Msy4wbN44JEybw2GOP8ccffxAcHHy7L+uOID09neDgYN72CsYnl/5yBiGYaEojLS3NpXmIwt1LQkICffr0YefOnXzxxReMGTNG6VdvQ9HEf5P169fz5JNP4ufnx5IlS2jWrNntvqQ7AkUP/00Uuyl3FE38N1HsptxRNFEw7umm5hkZGfTu3ZvPP/+cESNGsHPnTlq0aMHZs2dv96XdUaglCU0uL7Xyx3JPcejQIZo1a8b58+cZMmQIr7/+Os8//zwGg+F2X9odhaKJ/wZCCL777js6depE06ZNqVixIg899JAjW6RgRdHDfwfFbsofiib+Oyh2U/5QNJE/7pmm5sJsAm0aQpcJRj0Xz5+n17BXuHwtniVTPqFr6wcY8UgTHn9tPM2bNGb+NxPo8HBb8PZD8g2AwFAkHz+0Wi1ZWVlERETc7lsqMfJqHiKX7KUoFCHCoIWsNIRBB0Ydf/+znOfe/pA6VSqxcPJEKkSG0aZSaYZ+8hWnDu5j4bQviSpXHnz8kPxLQWAIktqLhIQEgoOD8fX1vd23VGIomrj3ELIMugyENgOMWowZ6bwy/jNmLFjC6AF9mPjKEMxmCy9NmMKAAQM4vHEVn705GpVvgFUTgSHgXwqQuHLlChUrVvzPZDwUPdybCKMekhMQqTdAm87Fc+fo9fbHXE64wZKxw+naqAYjao7k8Yk/0bxRQ+Z/8CodHmoN/kFIpcIgvBxSYLBiN7mhaOLuReizIDPF6ksYdPy9bAXPvfspdaIrsvDz8Va7qWwgQ//3HacO7GHh1AlEla8IPv5IASFQKgxJo9hN7iiayOaudbyFQQfp1xGZqQhtOugzQRYgZDbtP8JT73xOSGAA22dM5L7oCqDPpGaZELZPn8CA8ZPpOuxVvhz5LCP7dMk2nrx86P3Gp6Rm6Vj815+UrVb79t5kCeEtSXjnYkAqYrk7EEJYA09pNxBZaZCVCibrnIqyxczHP8/j05nzeapDG2a8MwJ/Xx/QZ/F0+weoHvkxfd6dxAOPD2DRZ2/RuFZVR3+ci8lZDBz/JWXKlmXxkqVIPn637R5LEkUTdz/CYob0JERGkk0T6SBkEDLXk1N58p0J7D52hhnvjuC5ro+AWY9Glvnl7eHUr1yOsdPncOLESWaPe4VS/r5WTajUTFm6nkUbd/DsM8/wwqgxSP+B/q+KHu4NRFY6Iu4CXI9FJMdBejLIMgjBphPneOrb+YT4+7L93ee5r3wkZCRT019i+9vPMuCnhXR953O+fLIDI9s3zbab/ALpPWUeqXozi+fPo2zdhrf1HksKRRN3P0IIq5OdEo/ITLHqwWQAISNbLHz820I+/W0hTz3ckhlvDLHaTdoMnm7TiOrh79Dnw6k88MRzLPrwFRrXiLbZTRIX03QM/PRbypQtZ7WbfP1v852WDIom8sdd5XgLXSYi/Tqk3QBdBti6p0tCRkgqUMn8+PdqRn/xAw81rsf8z8ZSulSg1dgCkCCkVCD/fPk+Y6fNYcyUXzl6PoZvXx+Gj7cXWEzUiArj5KWr+F08iCUtBik0Cim0LASH37PZDS8VuYrFcm8PAXBXI4QMGSmI9BuQfsNWYQirHoQAtZrMrCyeG/8lizfu4JOXBjF20BPWcixkkAAh07x+bXbNnESfdybSduQ4Zr47kr6PtgaglLeErxpqhAUg719tbRlSuixSWHkkv8Db+wCKEUUTdyfCbIS064i0G5CZArLF5mwLUEkgJI6cvszjb3yETm9k3fef0aqBLcAqZFCrkYTgtQG9qFO1EgPGf0Xrl95j8f/GUq18FABVw4MxarOoTAby3hUQHJGtCc29OXK2ooe7F5GehIi7gLh2wVpPWCxWPQgZ1BqQLPy4diejf1vKQ7WrMH9kf0oH+NoSGRKoICQogH/GPMPYv9Yy5s9/OXrtOt8OeAwfLw2YDNQI9uOk9gZ+W/7CcmoLUoWaSJVqQVS0Yjcp3FEIIUPaDURqAiIlEUz6bD3Y6oDMTD3PffYdi7fs5pMXnmLsgF5ICOt2aqx2U90a7Pr+Q/p8OJW2r3/OzDdeoG+7FgCUUsv4qgQ1gn2Qty2E4DCkiEpIkZWsrQnvURRN5I87fnA1IcuQkWSNzurSswUCjgw3QmAyGnn1y2lM/2s5I5/qwcTRQ0hLzyIlPR29wYjBaMJLo8bX25sgfx/KlA7hjzVbeHHi9zStU4O/Px9LZOmQ7BPbhr5HkkCtBh9/VBGVIKwckubeGA3SPiDC1wGh+Emeu/vrhMyYrBRlQIQ7CGEyIlITIDXe4Wwj5Gw9AAjBpdhrPD5mPBdi45n98Zt0atGEhOQUMrO06A0GzBYZH28v/Lw1lC4VhJ+PFy/+bxp//LuFd559go+G9s+eP11yepck63twOKrISlbHI5fyc7ehaOLuRGgzEClxkH7dlsGz6QGyHW8hs3j9Np79YBI1KpZj4RfjCA0M4HpqGlqdHr3RiITA19sbfx8vIkODuZqYxONvTyApLYP5n75J+yb1rcd0Ni4klfWl8UYKK3dPGVeKHu5OZLOZ9Qv/QCTG8EjNstnOtizbglHWzyaTmTG/LGT6vzsY2bkVE/t3IU2rJyUjC73RhMFsxksl4eulIcjHmzKlAvlj1xFenLWUplXK8/eo/kSWCrQGtcCqA7UaVLb3UqWRqtTHXLY63oH3RtlQNHF3IkwGRNI1SIoFo86anHC2m2zfL12Lp/fbE7gQm8Dsca/QqXlDq92k06M3GDFbLPho1Pj5eFM6KAA/by9e/Gomf6zfwTsDevDR4D5Wu8nZh3C2m0LLoCpbDUpHKXbTf5Q71vEWFgsiNR5SE8FsdGS3HVEpm0hks4UdB48y9KMvOXcllhqVKpCl0xF3IxmLJe/GDeEhpYgsHcKF2Hh8vb346tWhPNXhIXx8bI61rRKRJAlUamtFotZAcBmk8ApI3nd33w27WL4LLJ2nWEZmJitiuQMQBh0i+ZpTJk/k0AOANkvHL4tX8O7Un5GQqFyuDHE3kkhOy8jz+F4aDVFhIfh4eXHuahwNa1Zlxnuv0LBmVasG7BWHSkJSqW2f1eDrjxRWHkKjrMvvYhRN3D04mgkmXwN9lmtQ1lkTsuBaQiJvTP6BP9dsolxEGIF+vlxJuIHuJoPjBPr7UiEinOT0DK6npvNCz458PGwAEaHBOYOzkspa/lVq6/gIkZWRAkOL+SkUL4oe7i6E2YS4egpx9QwmXRbvzZiPTm/gf0OeIMDb26oHiwXZYmHHyfMM+24u5+KuU6NsBFkGI3Ep6Vjkm9hNQQFEBgdwISEZXy8NXw3sxlMPNrK2GrTXERqNVRMaL/7acZAFW/czZ+ok/Gs1vetbSimauLsQBi0i8TKkJ4Gw5HC07Q64Vqvjl6VreO/7WUiSROWoCOKSUkhOz8zz+F4aNVGlbXZTbDwNa0Qz442hOe0mez2h0oBKjeQXgBRZGcIrKHbTf4w7zvG2ZrhvIFLiwWJ2yeDZ+yKlpKayfNM2Vm7eydode0lJtzoUlcuWoUndmtSqXJEKZcKJCgsltFQQfj7eeGvUmC0W9AYjaRlZJCSlcO16EmdjYjly7iJHz11CCIG3l4aHGtenS+vm9Hy4FdHlyzkJRg1qL5sD7o0UHA7BkUjqu6rFvgO7WH4qFZanWIalJyliuY1YM9zxkJHk5Gxn6wEhc/riZf5Zv4WVW3ay/eBRLBYZlUpFo9rVqF+jKtUrlqdseGnKhIVQKsAfX28v1CoVRpMJnc5AUlo68UkpxMQncubyVfaeOMO168kARJYOoVOLJjzWuhld2rQgKDDQVRMqjdXQ8vazdssIDL1rmxcqmrg7ELoMaysoQ5ZHTZhNRjbvPcCKTTtYtXUXZy5dASDI348HGtShTpVKRJctQ1R4aSJCQwjw88bHywuEQG8wkaXTkpicStyNZC5dS+D4xRj2HDuNzmAdN6Fetcp0frAZ3do8wION6lnnObYHojSabE34l0IqXd46gOddiKKHuwMhWxDxFxFXT4HR4JTVtvDv3sNMmreMkT0fJVOrZeWeI6w9cJyUTC0AlSNL06RaJWqWjaBiWAhRoUGEBvjhp9HgrdFgtpjRm0ykafUkpGRwLSWds/HXORITx9HLcQjAW6Pmofuq0aVJXXq0uJ/oqEgMQvD+nH+wABNfHoSXnz94+SKViUaKqorkdXe2HFQ0cXdgzXDHQtp1pyCsxSXLffpiDP9s3M6KbbvZceg4FtlqNzWsWYUG1atQrXwU5cJDrXaTv5/VbpIkjCYzOr2BpLQM4pNTiUm4zpmYa+w9dY5rN1IAiAwNplPzhjzWsjFdWjcjMCDAkcCT7L6ERgPe/kgRFaHU3dudVdFEwbijPEaRlQop8dZ+ekJYC6mQQAgsFhMrNm5j9qLlrNi0HaPJRNN6tRnxdG9aN65PxahIaleplKO5rfVdtn11ijEI16huWmYmu4+d5uTFK6zevo+xU3/htck/0qphPQb06MSA7p0JDPK1Od1eSGoVaNPAkIUIDLurnQ0V1m4rua1TuD0IWYa0BFukVrZl2GSsv4pMSkYmc5as5PclK9l//BT+fr60f6AJ34x9hRqVKtKmcT18vb3tByuQHgCOnbvI1cQkNu8/yurte5mzcj3+vr70bN+KZ3t14dEHmyE5AlFe1j5QaQnWQd6CI+9aZwMUTdypCJMBkq9ZB9MUIocmjp+/yC8LljJ/xVribyRRvkwEj7VpwUcjh1ApKoIW9e+zHSgPPThrQc7WiBCC7YeOE5NwnXV7DjJ7xTq+nPM3laIiebrLIzz/RDeqVa6U7XSrvZDMRrh+GeEfDCGRVr3chSh6uHORk+MQMadsQSjZ2swbbHaTjMFkIdDfl6c+/Q6LLKgXXZ6XezxC6zrVqBgeSu3ykY7tXQJY9mV2PNQRaVk6dp+7wsnYBFYfPMnYOct47dfF1K9SAaPZwrhBvenX8SHw8gaNj3UMhPTrCF0GhNtaSd2lzW0VTdyZCFm2Ju5SE6wZbpXKVp5VoIKU1EzmLF3F78vWsP/EGfx9fWnfvBHfvPky1SuVo03D+/D1ysVucvctIFsrNo6dj+Hq9SQ2Hz7B6p0HmLNmM/6+PvRs25JBPTrSoWUza8tZWx2BSrJ2G9SmIUKi7uoWIYom8scdkfEWFjOkxIE2HewDGGA1dLKytMz44y++m/0nF6/E0ui+WjzTozN9H3uUcpHhOcXg3P8bcnXCHecWwtVhtjUJydQZ+GfzDuauWMe/2/cQFODPc0/05NUhA6lUsbwt02d7SSrQ+FgHYLuL+n/bo1SzgsPxz6Xy0wqZwWk3lChVCSMMWkiOtY1MbtWEtUmU4NzFS3w183fmLF6OyWymS9tWPNOjM4+1aYGfr69r83PI2d8VPOrB/a/AoQubJi5dS2T+mg38vuxfTl64TJ1q0Yx8tj/PPfk4vv5+rnpQqcEvCAJLI6nunr9cRRN3JtZm5cmQlmgzdLI1IWSZVRu38s0vv7N+xx4iw0rTr2sHnu7eiaZ1a9sGxSmYHnJUi47AlxVJkpAF7Dhygrkr1rPg342kZWTRtV0rXhvyDG0fbGEd7dxZE2oNBIUh+QUV45MqWhQ93LkIk9Ga4U5NQMhOTWhlC1laLTMWr+b7hau4GJdIoxrRDHi0NU1rVmbG8o2oJInRvTvSsGoF16a3sgdbyl0LspNz79yMVqXiwPkrjPnpT2ISk4lNSibI34/B3R7l1WeeoFKF8lYHXO0FGi9Qa5B8/CGsPJL33TNbhqKJOxehz4Kkq9YArUsgycK5i5f56pd5zPlnFSaTmS4PteSZ7h147MHm+PnYAqJuzc+BPJN5noJRQPa4H5LEpbjrzF+7mbkrN3DyYgx1qlZm5DNP8lzfXvj4+VtbzDrXEwHBEBSu2E33MLfd8RbadGtkSjbbCr31cvR6PdPmzGfiDzNJTc+gb9eOjBrUj2YN6uZsagueo1E3c8KdcXYyVFK28yCpiEm4zg/zFjLjz8Vk6XQMG9CXd195iaioKNs29u1V4FcKfAPviuy3XSxzQiLyFMvA1OuKWEoI64ib1639uO1BKCEAwaWYq3zy7U/MXvgP4aEhvDjgCYb1601UeOnsMu3U/Nx6wJyZvXzpwY5Tv257RSIkNVsPHmHq7AUsXbuJcmUieO+VF3m+/5N4+fi6akKtsbYG8bo7xkNQNHHnIUxGa2DWqMNdE2u37OCDyd+x+9BRmt9fj1HP9uOJzo/i7aXOvY7Irx48GVV2J8P+WW0t6zqjmXkr1/Ht7D85evoc7R98gI/ffIUHmzd1CkbZjDFvP6sm7oJ+fYoe7kxE2nVE3Dlrs3Kbsy2EQK/V8cPfy5g0+29SM7Lo+0grRvZ5jGa1q7mM8H/2yjW+XbiGi/GJ9GzZmMdbNSKsVGBOJ8M5m+deT9icbQFsPXme6cs34e/rw1tP96RmdEVibqTyw5J/+XnpGrJ0Bob17cE7Lw8hKioqp7MRdPe0GlQ0cechhGwdDyojCfdExaUrV/n02xnMXryc8NBgXuzXm2F9exEVHppdH7gPsgbZDrjtc77tJjdfwj4ejpBUbD10jKlzF7J0/VbKRUbw3qhhPN//Cby8fdwSeRpr0uIuCUgpmigYt83xFkJYR6DNSnUxpIQQLPt3A2M+mkjMtTgGP9mT90YMpXL5srYdnYTi7mzY1ztv57wMXJoOuuDkWDhHq3DKWmRq9UydNY/JP/2K2Wzhgzde4ZVhz+Pt4+tqWGm8wa/UHR+xsotlXmjeYnk6RRFLSSAsJkiOc5rewqoJrVbLxGk/M2n6L4SUCmLsS0MY2r8Pfj4+Oct5rlmLfAal7NjLg7MuVJocmjh94TIfT5nOn8tWcV/N6kz57EPat22drSG7JnwCwMf/jjesFE3cWQh9JqTEO/3vWzVx7uIlXvtoIsvXb6ZFowZ89NoIHnmwefZUeTerIwqqBztuQShHgNamCSGpWLZ+M+O/msaRk6fp/3h3Jo1/l/Llyro64Co1+Aff8S2kFD3cWQghrANFJV/LLt8WC0K2sGzTDl77chox8YkM7taBdwf3pXJUuMt27trI0mpZsesQi7fuRas30KZ+LTo1rUe9yuWQ7KZSLlpISM1gwbb9LN91mAfqVmdY90eoUCbSGmxVqx2Z7UyDmW/nL2XyrD8wWyx8MPolXhkyEG9fP5cEB96+1n6ud3hAStHEnYUwmyDpqme76YdfmDT9V6vd9OJghj7Vy2o3OSco3FvMugefcuuKdBNfQnKuH1SSy3g4py5Zkyh/LltttZs+/YD2bVpl20v2d9/AuyKRp2iiYNwWx1vIFmuW26B1iAQhSEi8zotjP2Tpv+vp+NCDTPnwHWpVi3YYR/YIVg5ROBtXzsutJ8te5vzdTo4h/50cbptoJIcYrMZVSnomH3wxhR9mzaFOzRrMmjaFJo0aZovFNgq65Bto3ecOxS6WP0Mj8xTLUymJiliKGWHUWTVhMbtoYvOO3Tz/xnvExifw2tDBvDtiKIEBftkRXcipg4IEpZyXO+MpCKXK1oC7Jg4eP8Wo9z5ix979DOzbhykTPyUkJNRVE2pv8A24oysRRRN3DiIzJXtAQazl1WI28+X0mYyf/C1lwsOY/P5b9OnyqM3hFvmrI24lSOs8XZKLQeVZEzISsxcuZeynX5Cl1fLFx+MY/twg26jnTprwCUDy8imeB1gEKHq4cxAWMyLhojVZYS/HspmE60m8+NEX/LNxOx1aNmHKmy9Ts3IFD462W0tBNydcb9Cz7egZ1uw5wvFLV4gMKcUDtatRp1I5IoMDEUIQl5LOvjMX2XHiHKX8/Xiy3QN0ebBJdsZOne1cSPbBozQ+4OVNSqaW8d/8wA+z51OnRjVmTfmCJo3ud6sjvKyZ7zt4LARFE3cOwqizJitcWswKNu/cw/Ovv09sQgKvvTCId15+gUB/v5xB2Zs54JC3E25fbysHDmfbuaWg3eF2DNCssdYVKg0HT5xm1Psfs2PvAQb27c2Uzz92s5tU4OVzxzvfiiYKRok73sJstGYwLGZwaja4ZPVahr7xHiqVimkTxtP7sUeRwMlBcGo+Yl/uqW+3e8YPcjrh7nhyLuzOs5uD4Zy1OHziFM+Peo2jJ07x/luv895br6PWeLkKxNvf2p/pDsQulr9DyxCQS3Y+S5Z5IiVBEUsxInQZ1ublZJdto8HA2Alf8s2MWbRp3oQZX3xCzarRLpWLfVuHswEFd8AdF2Fb59KvO5+asH0WksSs+QsZ8954goICmfXDdzzSvl129Nd+XJ+A7D6CdxiKJm4/QgirHvSZONcRF2Ou8MzIN9h14BCvDXuOj14fgb+vr30ncq0jctOD8zb29Y5juWE3pCDb4bZPM+msCbe6IjUjg7c+/h8/z55Lx/btmDX9O6LKlgWk7BZRGm/w8s3W3h2Eooc7A2HSI+IvOmX1ZLBYWLJ2E8PGfY5KJfH9+2Po3b6NdUwDW9PzHE1oc3PAIYdeEpJS2HfmIqcux3I9NQOVSiIytBSNakTT4r6a+Pj6ZmvAeZok+6BR9ncvb+ugajZNHD55hufHjOXoydO8//orvPf6aNQaLyeHRbK2GLxDA1KKJu4MhDYD0hNdbCKr3TSZb37+zWo3TfyImlUr5wzKevIZ3OuC3JqZ5+J0AzkdbrcWUZJa41pHqDUIJGb9uZAx739ks5um8ki7ti42mKRSK3bTPUSJOt4Op1u22BYIzGYT73z2BZOnz6RX50f5cdInRJQOzeFceHQ2HOsK6IDbcXYsXAYJUTs1E1G5Ckjl6nAYzRY+/fJrJnzxFY8+3I65v8wgPDzM9Tzeflbj6g7DLpZFpfMWS+9kRSzFhdCmWweNcnKer8TG8tTwV9h/5DgTxr7Gq0OfRa1SuTgX1p1dv+fbAXfsi2dNgGeHO5+auHItjudHjGbjlm188sF7jH19DCqVW+XkE3hHViKKJm4v1jEOEsHo2mxwxbqNDBz5OqHBpZg9dRKtmjbOEZS9aR2RI/CUjyCtQw9udYXKPm+3W9NAh9PtqonVGzbx/MuvIEkqFsz5ldYPtnS9cbWXtZ64w5xvRQ+3H2HUQ+JFsJitZVq2YDaZePeLb5k883d6PvIQP370lnVueSen3P45TwcccnfCIXebyWl8AxeHW6W2DZyW7Xg7+nPb3yUVRrOZT7/+lglffcuj7R7i959/IDw8wlb+bc63j/8d2RVD0cTtR2jTICPZxQa6cvUaT704mv1HjzPh7TG8+sJAV7sJ8u+Ag2uQyv4dcmbC89ktz2MSz6meuBIbx/MjX2Xj1u18/P67jH1jjHWaSjuK3XTPUGK/oDAbbcP7C4dxkZaRQZcBQ/hmxiwmf/guC2dOIyIsLDvqKalw/Am7fZdU9j4UTpEl989qW8FWZzsPLi+12kUY9oiUZK8k1BpHpZLdb0mTXYGoNXj7+vHJB++zZukiDhw+TNM27Th56rTjvmVZ5uyJY5w7daKkHnWB0UhSni+F4sHqdKfgXMb3HDxCs86PExuXwNYlf/D6Sy+gVmuyNYBzUybX75JNFy5NYd0/q+xOgpt2nDWh0ThGnXXRhOOVtyYqVqrMmn8W895br/Peh5/w1KDn0Ol0jvs2m0ycOLSP9NTU2/Tkb46iiZLHkek2GrBrQgCTvv+J7gOH0uaBpuxfs5RWzZq6OsF2/dgNm9zqCKcgUo46wrmOkVS2Mq7JWVeos50JSe1en2hcNeG0rnPHjhzcsZUa1avSrnM3Zv422+XeTXotF0+fQLZYbsOTvzmKHm4PwqSHGzFWh8D2H5+WqaXLkFf4ZtYfTH53DAunfUFEeHjO8uow+O3zBjstV9ucY8d/uf2/38utTHu5bq+21Q1e3tZkgrcvkrcPkre1OTnevraXD5KXbfowTfYo5vb6xdvPn4/ff5fVixZw4PBRmrXryMkz52zXatWtZNSB2Xi7f4JcUTRxe3DYTU420J5DR2jWpTex8QlsXTyP1198PrsVhXu94F4nuNcHdn/BUQ+41RtqtdXJtuvFbjM5NOLlZEN5OdlPGqc6IqftVLFyZVYvXcS7b77O+x9/Sr9nn3exmxACDJk5pi+7k1A0kT9KZB5vYTZZsxhCBgkQErHx8XR9+jliYq+xdsFs2j3YguzMBTZB2SNLbt+RbA482X37ACS1LTolkx1TsBVS94wbuERvXRwWZ7F6yuo5ZfzsTWgfbd+OA9s307H74zRt046WzZvj4+ODWq0iunIl2rZuRVRUWQJDQovpKd86eYlCEUvxIHSZoE216gFASCxfu56nho2kYd37WPLrdCLCSzvtgHVbW3n3/N2qEQnrZ2vGT2XTnOz6Wa3OjuTacW71UUhNqIGPx71H44b30//ZIdRp3JwG9epischoNGpq16xJh0cepl2Hx9B433lZDUUTJYtjsE2zwVZGwWKRGf3+h0z7ZQ7vvjqCj998FZXKVt6d6gAruX/PVx3hSQ+QQxN2hz5HX+8cg+i4GnWSJBEVVYb1K/5h5Gtv8sLLrzBn3p+ULh2K0WjCy0tDnVq1eKJPbxo1b8mdNjCnooeSR5iNcONq9vRdQljtpmdfIuZaHP/OmU67B5q4Zu9kCYS9lYYAIdkydGok+zYqexbctk447SPkbPvIoQe1az1gc1AcwVj7QGqObLdboFatydECxF5nPProIxzYsZkuj/eldYfOLP1zHm1aPeh4BsbMNLJMgtCIyBJ77vlF0UTJI3QZkGVLVmB9W/7vep4aNoqG9eqw5NcfrMk7lyw3rvUCAkkSOesE4VSH2O0qWbatVzn5L7ZlkK0JcHPYnTPcKg/1hIfMt6RCo5b45IP3aNLofp5+bigduvfiywmfcuzESQ4ePkLMlStEhEfw5VdfUzo8vCQeeYFQNJE/it3xFrKcPUCO7cFfvXaNh3v1w2gysfWfv6hbq4ZtY5wE4vTdg3Nhxcm4ctrFxcGwi8r5uI7sOdnOBU4ZExexqHIYUQ5R2bh+/QbLV61m1dp11K1TB41Gw45du1m+8E/at2vr+kAsZmtFdAehRkKNZ1Hktlzh1hFGfXblYXu8i5avot+wkXTr0J65P0zBz9cn2/DJh3ORmwOe7UqocASh7A6HuybA1eEuhCZOnznL8lWrWbdxM10f68y6DRu5HHOFDSuXERbmFFCwGEB4ZZ//DkHRRAmTlQome6YbLBYzQ197m9kLFvHjlxMYOrA/jubkOeqIWwjSugekgGx9kG1MuTvcN9OEW1NCuyZkWWbPvv2s+nctZ8+dp22b1mzeuo3RL7/I15M+dx0XxGy0Zg3vIBQ9lCxCtkDStWxHWMDV+Hge7jvYajctnE3dGtWcms3ay7nbu5BBJWdvY3O0Jdt3YXfOIdsJJ4+grNrW5cg5q672cjjfOVqBeHypXJIWFStUYOvalfTuP5BOPXoz9o0xZGZmcfzkKTQaNY3ub8Arr75G6TvM+VY0UbJY7aZUl//3RcvXZNtN076x2k3uDrddCzg5424OuDVR4aQZe/2QwwEXrnUDZLeYcul+5B6UzcXhtttOTv//aWlpCCHo9lgnlixbQY8n+/PFZx/x5qujqFSxorXbnqRy8anuFBRN5I9i9QCFENb+q7LZUXlci4/n4V79MFvMbF76J9EVK+LsHuRlOOXqgOfpbIDDoHISjKO5id2QymFQZWcv1m7exsZtOxn/7tv4+Ho7RLL/4CG+/OZbZCHTq1tXfvjmK8LCSqPT6ej11AC6PdGPlYsW0O6hNtn3Z9RapwjIZeS/24Fasr5yW6dQdAiLGbKSnbIKsGTlavoNG0mfbp2ZM+0bNGqNdUU+yruV3DTi5mw4B6GEm5NRAE0IScXEqT9QuXIl+vd90mFEWSwWFi75h1m/zyO6ciV6devKy8NewM/Pj2PHT/Bwl+482q0nG1YuIzQ0xHYvsnV+Zh//4nzsBUbRRMkh9JnW/0WbJmSLzNAxY5m9YBFzpn1N/8d7Wje8acDJ/XseQVpPLULsWQxwrSvsWnAYUzk1EZd4g0nfTWfo4EHcV6eOw5jKzMzkx5m/snLNWlo+0JyunTsybuxbaDQavpv+E6NefwsvLy8mffZxtvFlNmRnD+8QFD2UHEIIa7c82Wwrh4JrCfE8/ORgzBYLm/+eQ3SFciCcMncOp8HN8bZnwIVsXeecBbc74KhByK5OOFi3cRrNPzuLbXe8nRzuHBk8NWu3bGfjjt2MH/sGPt6+2Ju9u9/rzt17WLJsBWq1mpCQYD6d+CXTp3zF5x+Pz+7jKknkGMjqNqNoouRwsZts/+0Ou6mrzW7SqHOpC9zqCg8OuIvv4MiAuzng4BqQym8LQZuDLSSJiVOnU7lSJfr3fcIlMGs2m1mxeg2z581HkiQ6tH+YTz94n3Fvv0n7rj345vvp9OjaNXusHMVuuqsp3tSrNt0avbcV2vSMDLr0exaD0ciWZX8RXalidmUB+Tac8ja23DMbuBhUuToX9nf3frEqNZOmTMPX15cDh4/yYIsHOHjoMJ9O+pLy5coy6bOPqFihgstt+/n5seTPuXR/oh89nxrAtrWrqF+vrnWlENZp1HwC7pholUqSUOdyLao75BrvBYSQbQOC4Pjtt+3aQ/9ho3i8Syfm/DAFjUaTUxOOA5B/jbh9l5wOYV2ViyacnQtnx9upEkm4nsSy1Wsxmc083a8fQgj+/HsRP/0yi26PdeLvub/h7+9aIdSrex8bVy6jbeeu9Or3NP/+sxgfH9uotRaTdbRerzsny6doomQQJoO1ngBHuX73s0n89uffzPlhCv379Mw2doSUUw+QD4fcPWiVvVuOIK3tt/WoCXfH20kTfy9fxZWr15gxey7fTPofWVlZTJ32Ixu3bGX4kMGsXb7EdYBBYOSLw5BlmdFvjqVsVBlee2Vk9kqjFlR3znSUih5KkIxka+sPm9OdnpFBl2eGWu2mRb8TXaE87uU5O5hUQAccPDrhgFUS7oOpufUhzzFKs9P6Sd//iK+vL/uPnuDBli1dsnpxcfH8/NtsNm/dTssHmvF03yeY+OlH6PV6uj/RjzFj36NZk8aK3aTgZDdlZ3hd7KbpU9Co1Td3uHNzwJ2+e26C7qHlrHNLKMm5jnAPzGZnuxMSb7Bsjc1uero/AHq9np9+mcXS5Svp2rkjM76bSunSoS73r9hN9x7F5ngLo85qPAAgYTabePK5F7l8JZatKxYSXamSfZXNAsrL2cjDuXA3vpy+Sw5B2Y9h2yjPDIar041KzeSJn7F3/0EeaNaUjz+fyMVLl5n65UTKlyuX6/37+fmx6I85PNSxC489/iR7tqynXNmy1pWyxSoYb7/8P9BiRKOS0Kg8i0KjNA8pOrLSQNgHT5I4e/48PZ95npZNGzP7hylo7BkuCbINKyn38p8P5yL7u3V9Tk3Yjpmbc+FBE1HlyjF6xEuUjSpDamoqz780kpbNm7N84Z/4+eVepuvVvY9/FvzBI117MnjYy8yb9XO2MWYy4Bh85A5A0UTxI2RLdtNBW5GcPmsOk6ZOY/InH/D0E4+7BZJsBbsgASj3IK3beocenI2CvBxupOysn5Mmnh0wAFRePPF4D44cPcbot8byykvDGfvGGNdm5G688vKLxMUn8Po771OpYkWesGf3wepo+AbeEY6GooeSQeizrNPo2X5zs8nMk0NHcTn2GluXzLfZTSLbcZCcPkPBMuB2J9ulLzjW5Xbc7SGPDrezvaTCPiDV5AmfsufgYVq2aOHQQEZGBuM+/ozYuDiGPTeY9956wyUgpdhNCjlw2E3WZ3r2woVsu2naNza7ya4BT/XDTRxwd39Ckjw74M5ON/bgrMpzPeGe8VapiSpX3mY3RQGwZ99+xo77kBcGD+LfZYtdRzB3QrGb7j2KZToxa7/uGzgPxT/2w8+Y/P101vw9j/YPtXLKYthP7/TdcUXCbTvnbfLz3YmbZjAkjxWJvWmUEIIRY96gVo3qjB7xUr6fxbW4OJq1aU/VKtFsWPkPXl5OzQd9Am6rYOxTAGwrX5HAXAbzyZRlWsdeUaYAKCTCqLcOpgYgBFlZWlp27IbRaGTX2mWEBAd71oRjGR6W5aIB9/U5jmsjhybco7Z5a+LGjST6Pfs8Ez76gOZNm+T7Wfy1aAl9Bw7mq/99xphRI1yvxzfotjoaiiZKDpGVmj0vMbBzzz7ade/DsGef4duJn9g2EnisIxxfPf3nizy+51ZH2Kw1e9lz1A8F08T2nbv45H9f8PvMn3JOK5kLsizz9HMvsHzVGvZu2UCd2rWyV2q8b6ujoeih5BCyBZJt/bptZXvsJ/9j8g8/s2b+LNq3blmAcm13wO3byK7v7vPYe5rDXpLwPC2Sm7PtadwP+wBrTtgdjffffiPn2DduKHaTAhTAbsrVZrpZ/ZCLveSuKWdu1hLKnqzwNOaHrX5ZsHAxfy5cxC8/fEdwcHC+noViN907FE+HGV16dmGVJP5Z9S+Tpn7P5x+8S/uHWuNq6DsZ//blKskWXZJyGkDksk+OY6iy33M0/fAUpXVuKqXJ0R/py2++pVqV6AI53QDlypZlwZxf2bVnL+988JHrSqM2p6hvA2q1lOdLoXAIWbZqwtHGVeLlN8Zy4fJlFs6eSUhwCLlqwl7+C6KJHMfw8PKoCXW+NWE0Gnn+pRF8OeGTAjndAE/27sWbr77Cm+99wPadu5welLA6YncAiiaKF2HUOw2mJnEjOZm+zw2neeOGfPXZh3j8L3cv6/ashft2uX13P4b7NGIuGYo8NOGYKsxVE5cuX2b8p5/z99zf8u10A6hUKn7+fiqVK1Wk99MDycrKyl5pNloH5LzNKHooATJTwN70VYJ/1qxj0nc/8vn7b9G+TSvPASB3g9/tu6RSeex/nT09nvP/u9OUSBpv8PKxTotkmzpM0nhZpwezTamXvY/bVEpqrxxO9+kzZ3nvw09Y8ufcmzrdoNhNCu52k5S33eTyX+9sMzktc9/GRTdu9pLLFGTO2srHwIFqtZs2NNYpxWyO8aYtW1m49B8WzJmVb6cbFLvpXqLIHW9h0jvNvSiReP0GQ0e/To/HOvH6qJdyd5qdRXEzB/xmzgVO4nIXmUsUys3pcJp71bni2LVnL8dOnHDtg1cAWrVswf8+Hs/kqd+xcfMWp4d1ZwhGo1bl+VIoJPoMpy8Sfy1Zxpw//+aHyROpe1/t3DVx06BULhrIcRwPFUghNfHJ/ybxTL+naHh/g1t6JBM++oAWzZsxaOiLZGZmZq+4QxwNRRPFh5BlqyYcEXqJkW++i06vZ/4vP1qzW3lqwrk8e3DA8xuQulVNOGcwbJqQZZkXX3mNmT98S2BgYIGfSWBgIAvnzuZyzBXGfvCh68o7wNFQ9FC8CIPWagvYym3ijSSGvjaWHp0f5fWXhzk5E7k72R77l+blgNvLt9rtZZ+DWOPkcDs72475vDXZ2zrNT+w+FZ4QglffeoffZvxQoEyXYjf9x9Hb7ALbf3a+7KYcQVpVTj/CU0DWo8MtOf33u2vLtXVH9gj/mhzBWWe7KTU1lY8/n8QvP3yXa9PyvFDspnuDIn0SQgjQ26L1tgI94o13EELw4zdfIjk7z+4CyTO7QU5nIz+ZPU/GUp4ZDbsx5fpYJnwxmS8nfEpeffVuxphRI2jbphXPvTjCRTBJCfEkxF275eMWBSpJQqXK5VWIe1bAOoe9PRAlSSTeuMHLr4+lT4+uPPPUk3gst+6OhaeglCdnI9+acKs8CqiJxMTrHDl2nCd797rl56LRaPjtpx+IT0jkrffHu6w7fuiA1Tm7jSiaKEYcY38AksSfi5eyYPE/TJv8P+u4GS4tOjw5yu5l3MkBzytIm1tgqwg0sWjpMjq0b0dl+9glt0DtWjWZ+MmHfDd9Bus3bnYsN5tMHNq355aPWxQoeig+hBDWzJ5TmRzx9jir3TR5os1hdivvHlvy3aID7nAesrPXVmfb1pfb2dl2djLsWT0nR8OTjbR77z4a1Kub3Ve7AHiym8xmM3Nmz+byxQuFffSFQtFE8WG1mwwOPWTbTd14pl9fPNpHedlNORxwJ1vLWSN5JSzyynK7aykXX2LiV1N4/+03CAgIuKXnkpvdJIRg68b1it10l1BkjrfZbOby2dM45p2UJFat28DCf5bz7RefU6ZMpKvxk6fDcTPDKhdDylMWw+MIg7mIyFYxOSPLMrIsiIgo3GT1KpWKX374nsTrN/h04pekp6fz0YT/MfCF4Vy/eqlQxy4sKo2EOpeXSqOI5VZJTU0l6VqM9YutjI798FOEEEz7ahJSDoc6L4fDvSJxcsALmtlzcS4KroljJ07QtnWrQgWiAKpVrcL/Ph7P9J9/Ye/+Axw/cZL+zw5h2k8z0KanFOrYhUXRRPFw+dJFTFnp1i+SRHpGJmPeGUefHt3o27tXLuXW2bjKywGXsquXmwak3DOFhdPEvgMH6fToI4V+PiOGD+Wh1g/y8pjX0ev1/Pn3Ijp2f5yD+/chWyw3P0AxoeiheDCbzVw+c8rW59paNlet38jCZSv5duKnNrvJLXvnsQntzZ1uTw64uxMu2ZrFOhxrZ4dcZXO6Hd/dNJFLfZCWlk6F8rkPRJsXznbTx59PYv5fC+nY/XEyMjMpG1rwliVFiaKJ4sFqN13B2VcYO/4Tq930tZPdlJeznaO1q7sD7laH5KgvnI/noZ7IqyWUk8bcOXbiBA+3fahQz8fZbtqzbz8bN2+hy+NPsnHzZky6zJsfoBhRNJE/iszxfv3113n2+edZvW4DIGEwGHn17fdo/1AbV4MqL9Hc1AH35GiQc1t3waic3u2CyVEZOR8vGyEEWq2WuLj4Qj+jqlWieXno83zxzVS69XmKJvfXZ/msH6gd4k3ixbOFPv6tolFLeTQPUcRyKwgh6NypE10efxKj0QRI7Nq7n1lz5/PpuHeIiIjIWWbzcjhybT6ei/MNxaaJqDJl2LpjJ3IRRFdffOF5qlWJpnPPPkye+h2fvv823330DurrVzCbTIU+/q2iaKLo2bZtG4MGDuSlMW9hL8+fTPqK9IxMJk/42LMebqaJHMZTHkFaT8cusCbs53alRvWqLFu5utDPSKVS8cVnn3Du/AXqNW1J7LVrLF/wO4N7PYY+7mKhj3+rKHooHqx20xBWr98EkoTBaOTVdz+kfZtW9O3VI2eZz80J9+Qo5OezJDk54W5NZR3OtsbJyXBzuG3HyisI2+j+Biz6ZxkHDh66pWcUFBhIqxYP8OWUbzl6/DjLF/zOS/0eR33jCkkxty/rrWii6Mm2m57AaDKB5Gw3vUtEeAQ5/vfznfF2/p5HHeF8PJf6wNnZlnINyubmdANUq1KFZStXFfo5vTB4EJUqVqBj98dZs24Dc376jnEjXkB9/RIW8+1rcq5oIn8UmeNdr3YtzGYLFcqXB0lixm+/c/7iJaZMmoDk3Jw8NwPI07oCO9+5RX7dKySnzAbO58+JWq1m2jeTeerZ55jx628kJxc8E6fX61m6fAX9nx3C5SuxREaEE1k6hK7N63Noyzp6PPMCG3/5rsDHLSr+CwMiPPLII2zatMll2bBhw4r1nFUrV6RihfJovLwQwNsffMT99esydPAgXPXgqRJx04THbPdNKpFi0sR9dWrTq1tXevd/huWrVmM0Gj1ulxdxcfFM+f4HuvbuS4vmzUlOSaFTmxZUDfFl7ZK/6dJ3AOc3riz4Qy8iFE0UPWUiwpEtFhrUqwuSRMzVWL79cQZvj3mFShUrUmBNeMxW4PQdt3XO296qJvDoZDw/aCAxV68yYswb7Nqzt8BBKVmW2bNvP6++OZZxH3/GI+0e4kZSEoN7d8NXl8qfs3+ld+8+6FNu3NKzLyz/BT1AyWuiXu0amM1ma0ZYkpgxe57Vbpr4GZJanbOsOrfIcHfCczgZ7kGpXLbx1OzcxcF2czxcAlA3/+0jIyNYOHcOn0/+mudfHMGChYtvmsi4FhfH7Ll/0O/Z53np1dd4eegLVKpQnjOnTuKrS+XM7i08+dyL/PPdF0XwK9wa/wVN3B67qZIHu6keQ59/1vV/39mvyDVAlYvtlFsd4eK8u9UBnrokueshl2SFnUmffcxvc//g9bHvsWvPXiwFaMUkhODgocO8O/5juj/Rj17dupKWnk6j2tUojYGTOzbSq/+zHFy2oBBPv3AomsgfRTKdmBACslIcA8DodDqq39+UDg+3Y9aP33vawfmL67L8TgnjmHYsl6nDsInK/tluPDkbUR7EmFukSqvV8s+KVSxetpyMjExq1ahOg3p1qVC+PFFlIgkLK01QYCBqtZr09AwuX7nCwcNH2LB5C1qtjg7t29G3R1eiQoP45bc5vPDWBzz+UHOCNRIfP9qECH0W6X1GEdmgSf4ffCGxTwFw6v4aBOUy0EOGxULtw2fv+ikAypcvT2BgIOPHj+fpp58GoHHjxhw4cKBYzifMJtuInFbWbdxMx559WLZgHl07d/SwQ0E1kcs0YiWoifj4BP746282btmKJEncX78etWvWpFzZKMpERlI6NBR/fz+EECQlJ3P6zDl279vHrj37iAgPo0+vHnRq2xofSaZL32c4e/4ijapXomIpP95vez8B3r74jPw8n0+8aFA0UYya0GfaRjK3Mnz0ayz+ZwUXju73PCDZrWjC4zQxUKSayCPDd/zESeYt+Jv9Bw9RqlQQjRo0oEb1akSViSQiPJzQkBC8vb0wGIzEJyRw/OQpNm3dxuWYKzRp1JB+T/Smfq3qJFyNoWqzh3i6yyPEx8XRokpZXnugNt71HkTTvnd+H3mh+S/pAUpWE0IIyEhyTOWl02qp3rgFHdo9xKwfvnXe0nkn1/f81AN5acOOc9bc4UiQ04nPRRu51RHuxFy5wroNm9i+azdx8QmoVCrCw0pTOjQUg9GqCa1WR9moMrRv+xCdOzxKWKkAMOocdtPATg+hS0/n007NqSYMyIPfwzu6Rr6fe2H5L2nitthN+uzm0us2bqJjj94s+2u+k93kVnaFB33cbJqw3PRi394liItbHaBye/fs1OdWR9gd6CXLV7D/4GG8vb2oU6sWNatXI6pMGcLCShPg7w9ASmoqp8+cZeeevVy5GkuDenXp3bM7ze+vh2TU0eWpgVy4FMNjzeoTHxfHhM4PUCkkFM3ICQV+9oVB0UTBNFE0kyE6DR4F8OvcP0i8foP3334jz+gPkK0hScJFUILsYGpusQEJEFL2do4mtuQqBtdzC9sxcIhNyAJPwvH396ffk33o92QfZFnm7LnzHDtxghOnTrFxy1bWbtjIhYuXaN60MRUrVKB8ubLcX78e07/6gtAgPzDqwaAl8dRhjh/Yi7+PN+k3brBgcGd2HTzB4I2HGZfuS+TXJed427E2D/H8O90rk96XKVOGlStX0rVrV2JiYhg7dizFMIV9Nia9S3n77IuvaN60MV06dyyAJjwsl5y38XD9hdWE/eD50ERUVBnGjBrBmFEjMBgMHDl2nLPnzrPvwCHiEhKY/9dCANq1aUVYWGlqVKtGh/YP8+5ro9FgsWpCn8bVc6fxw8z5q9cY9dD9jGhYhYMHj/Le+oPMqNmayh275v28igFFE0WLEMJaT9jKT+y1a/w6Zx6fjX+fwKCgfBzA9n4zTbh/Fk475lcTHp0IkX0NwoLIxcCqe18dPvtwHACZmZkcPHyECxcvsX3nbo6eOMHqf9dRpXIl7m9QnzKRkdSpVZN333yNyuXLWQcTMuohLZGsq+epWjaC2UtXc/CTl6ilkTl/5Bif/fA3vxzqgsbH9+bPrAj5L+gBSrieMBuAbCP/13l/Wu2mt153+1+2fXY4BLZ3YSvkdjvGsUyAJFyrhxzacDq+c7bPPaPo/G7XSQHsJncqVazI888O5PlnBwLW2TEWLl3G5x99QN06tYmMiMDX1zd7cC2bHjITYok/ewo/by8uX7rM+uceQ05MZPq2YxiPvcZrfy+7xR/h1vkvaKLk7abswCySxGeTJtO8aRM3u0nCxSdw9x3AqYw7BV/zqifsH+z7OU6VW/2Qiz/hdFAhJMcxnDUhSRKNGzWkcaOGABgMBk6fOcuZc+c5c+4cU16bDkDvnt0pHRJKjerVGDf2TSqWjbLalUY9Ii0RXVI8NSKCWb35Cn3vr8qX3R/AnJDAN0vW0T6yHo37Pp3noy4OFE3kj6JxvE3Z04fJsszUaT/Ru0c3qler5nl7j7a+/Y/beRl5i8VeATjvlJdzITkdwKERdwFnf3Z9lJLLp5rVqlCzWhXHsszMTNQqFR+98xbNGjUAs8n2MiJSErh0+hRTf/uD85diePXR5kR3a8VrizYx+KfFeBnNTC8fgde23VgyM1HfwnQ0hUGtUqHOZah/9R0wX2ZRERUVxebNm3nyySe5dOlSkfRR9oSQZdvUDtYyc+jIUTZv286COb9i7XbhgVz83xzr8qsJZ+e7IJrwmBXM/pybJrzVKpo2bEDThtbpxUwmEzt27kKjUTPnp++RhJytCW0qwqDl3InjfP3LXBKvX+ftji1IunqVPzbv5fyR4ySlavmmbDi+q9bAbXC8FU0UMfY5u21Mm/Erfn6+DH9+MJ4Lfy6LnTVhd0TyZVSRf004n6wQmgjw9aF1i+a0btEcgE1bt3H27Dnat23DhPHvgWzJ1kT6DYRBy9njx/jy5zlkpKXx9VMd6TLpV1Zu2MFfKWkciE3mg6gw9Bs3ENi5i+dnVkz8V/QAJagJY/aUWLIsM3X6DHp370r1alU9b5/D2XZzwh32EK46QLI54k5OOc7r3F65OhfOWUQ3rThtJzwFDTxsB3D9+g18vb0JCy5FxTLhVnspPcv6btCSdPUy0+f+xea9h3jxoUb8r3srXlu0mdUbdzP1wAUeDfCjj+WKYjcVIyVqN8lmRxmx201//f4bKvdgqCS5OTu5aYKb1A1un501YzuPx7oCnOofm67IfnPsi/Niz1rw1qipf19t6t9XG5PJxB8L/kajUTNx/HtICKc64jrCoCMzMY4Z8/5ixdbdDG3dkMPVyrPhwAk6oeODHafoVSqAsjt2wm1wvBVN5I9CO95CtljFYitUazds5My5c/w8baoHQ4bsisOOB1vHOQqcL7G4H8whEOdzOr1nn8jD8ly2E+7CclouBN988CYZ6RmUCvCzGlEmI4b0FFZt2My8Zf/iq4KX2zbmgYdqY7l+gzPJNwCBIU3H/8qVISPVSIYuGcvv86j2YvH2oXFHsg33n9u6ewH7nImBgYEsX76cYcOGcezYseI5mdng8vW7H2dQsUJ5enXvVnKayLUCcT4nxaYJLyHYsOA3JCGQMpJBNiNMRowZqazesIU5S1cR6KXmlfZNaRhcH/nGDRoH+fDN+Vj6+pXjrbAwMtKMxC5aQeg74/COjKAkUTRRxDhpwmAwMOPX3xj8zNOUCg72vH1+NFGQgJTLMTwYVY5zkrsm3NcVUBPtGtdnzbyZlArwh/QkhyYsWems2bSVWYtWEOilYswjzakX5IVISqJV2VDGbzzEtBrlGRIZQWaGiWszZ1OzhB3v/4IeoOQ0ISxml+Ds2g2bOXPuPD9/9w0OI9+ToZpXxhtyDzx5agXlOJ5k7SPu0dG2f3QzLPNTPzgvd9aDk8482U2yNoMde/bx26IV3EhOZmibRrwzpAskJxOboeFNCd7aepLfo8vjZ5BJi0vh+t+LiBo8KOfzKkb+C5ooyTpCshhdyt/3P86gYoUK9OruOfDu3rLC/S+3QA63J4fZuW7INQBlXyRwXQCe6wpnv4Ecy1zspswURx2BPoszp07z89//cPT0eZ5rdT+rn+uMKi0NXXQEQ9YfYqLOwFdlIvAxyFxbtIKwdz9Q7KZioCg0Ueg+3sKos0ZubQVzwHMvcPjocY7u3ZFnkyPrzrkYLvnqk5FLFiJXx4bs/R3nKeB5ZdmxTNiXyxZH5sJi1HP63CW27z/Ipr0HSc/IpEO96jzVqAaRmBEpKew4fp7PthyhXZA/J5My+Tclg3/Co9hu0LNEm0Xd6tWZdvzozR57kWDvlxHTqi6lNJ77ZaSbLVTafvyu75fhiZiYGCoVYt7d3BDadGuZkCS0Wi1RVWvx+isjGf/u2/nY+S7ThBBWoywXTWAxER+fyJY9+1m9bTdx12/QsX4NBjSpTQQmREoKR89eZtyGQ9zv48WMy4l0DghgtH8wWovMGaOBsJEv0+uTj27+7IoARRNFrwkhW0CX4fi++J/l9Hl6IMf27uS+OrXzcQA3TbiX3btQE9qMTLbvP8TyTds5eeEyj9SrzrPN76OMZK0nYmKu8e7aA5j0RhbFpzC3fDlqyWq0FhmjJNH62EF8wgs3xWV++K/rAYpJEwYtGHWO7wOeH8bhY8c5unub1W7KzfGGXIx4p2XCtQxmL3M7joSTDjy1+CAXLbidJy9tuF2DsGvB/m7Tw43rSWzfd5B1O/dy+tIVWlSvxDPNalPDX4NISUGkpPD77lP8dvIKPhbB4UwdyyLKopcFBlkmqHVrHlhcMoNK/dc1UVx2E7oM7AEerVZLmSo1eWP0SMa/O7ZAh3G4NPmuHzzpzEM9kavunOskcj9PDj1al+VWRwiTiVNnz7Fy80427D1IhZAgnnuwPs1L+0N6OnJyMr/sPMkfp69yNF1Ht8Bsu8kgy9T8ciKVbF06ihtFEwXTROGbmluym4ZkZGSwZPlKPhj7Vs6mIR7I/g8XYO80dEuZbnJWGjkKPuQQhJMj7RCF3WCSZVsFIYPFkv1ZtoDFQlZWJkfOnOfwyXMcPn2OKwnXUQPVy4bTqkYlpjz5CGEqgcjKgOREDp6LYeLWo0QAU8uGo8mS2SgbmGOx8PSNBB7w9mGgbyCBickY09LxDi65gilp1Ei5iOVuj1GtXJn3yNhF72TIOOayB/5ZsYrMzEwG9n/q5oEo7m5NCIuZ2IREDhw/w8FTZzh69iJ6vYHIUgG0rhXNR11aUsFXY9NEAhdjrvHZ5iOY9EYmRITir5W55OPHsvRMoswSG406SktqBu0/lJ9HX6QomihCLK7Tws2dv4DGDe+n7n118rV7Dk0UNNPtTAlrAtmCyWjk5LmL7D9xiv0nznLpWgI+GhUtqldieIs61O7UBLSZkJJIWuINJm05wrGENN4tU5pwb8H2xHT+TEplREAwl8xG/tXruDr5K579vOQG0LmX9QC3SRPOdtOKVYx7+w3XQcpuWl84Zbs9Na3Fvd4QbsfNzbmwbSfn4aw4OxE2fVjrPicHwq4NJ30Ii5kr1+I5dPIsB0+f5djZi2h1esIC/WlRoyIjWtWnVpfm1joiPR2RkMbGE5eYtO8cbfx8mRYewe6kTP61ZLJRq6WWWsMhk5Gtq1fw17U4QsuVLdDPUBjuZU2UuB7sdpMNu930TL+nCnwou51l/yvPPcNts61yBKRycbY96sBDPeH8bnesHToQtnrB7FJHCNlCUlIye4+dZN/x0xw+Y9VFzagwOtWrxojnuuFt1EF6OsTEsPHEJSbuO0eHAD9+jIjkE2Miy9Mz6af2xywE1yxmtv80g/El5Hg7Hp2iiXxRKMfbYXRgLexr1m1Ap9PR78n8jbrqIhDHB0/RJ487e7ggD0aUewXhYjjJ2ffgJAJ3QSQnp7L/xGkOnT7LkTMXSc3IxN/bi3qVy9GwUlke69ySisH+SEYjGHQIvQ5SErFkZrLuxEV+3H+GSJWKceEhlNLJJMXrWZiezgptFkGSRLRKwyMaP7RmmRSjjrP/rqNuPp9hUSCpVUi59MuQcou63yV88UX2dCP79++nSZPsweskSaJLlyJusunkZEiSxKJ/ltGsSWOqVa2Sr91LRBMeKoeCakKYzVyOjePAidMcOH2OkxevYDSaKBdaikZVytOxWlnefKgBfkLO1kRWCiIxi5MxcXyz8yRpWXpeLRNKBZ8AUq8bOaM3kmq2kCpkjpmMPOcThCwLEnftw6TV4mUb6bMkUDRRhJizNaHT6Vj571o+GfdevneX7P35nJvX3oGawGJBNps4deES+0+c5cCps5y7Go8KQZ0KZWgaXZ7XHm5MdCl/JKPeqgmdFq5cJzUphR92n2JTzHVeigxleHgYackmEoxmHvT2YY1exxWTiUCVisYqb4IvXs338ysK7mU9QMlqwtluAlhtt5ue6EO+zFOPXZHI6VQ4B6kErlrw5Gx70oJdA+7OhF0jeehBNho4c+kKh06f49Dp85y+HIvZbKJCWAgNK5ejU7WyvNGmPv6I7DpCl4mISUBkZrLxVAxTD16gqkbNpLAwpEwLSakGooREuKTi56x01EhUkdQ0U3lzbftOQhW7qUi4nXYTwMKl/xTIbvKEZB9/w8XhFs4b5L6zp6y4PRCVo56QXXXhogU3B9ts/Z6Vlcn+42fYf/IM+0+dJzUjk9IBfjStWoH20dYZLPyx2DShg7irkJXFjtNX+OLAOaJVar4MC4NMC4lZBpprfJgnMpmZlc4FixkvAY2OHMeYlYV3QMAtP8OComgifxTK8ZacBkIAWLnmX+rddx/RlSsX7DguAyW4Vxb2z07RWpffrxDiMJtcm3fYhHE1PoHN+w6xef8RYq8nERYYQONqFWlepTwvtKxHqLfGOqCcyQhGAxgyENeSEHo9Qq/n0OU4Fp+4xM7YZNqGBvJl2Qj89RZSruv5OyWTudoMmmm8GeNfilm6TA6YjTykN6EToJcFe5euLGHHO48o1d2tFTZu3Oj43KhRI5fvxYHk1ALEZDLx7/qNvP7KiIIf5w7ThMVk5PDps2zZf5SdR0+RqdURHVmaxlUr0Pv+GtTt1AIfZKseTEYw6BHX4xB6PRgMZKSls+TYRRaduUa4WsXw8BAq+geSmmLgeIaeOVkZnDGZeFjjwzYkdBaZJKMFrSzQ6zM5uW4TDXqUXL9WRRNFhJCtA+vZNLFpyzb0ej3dHutUoMO4ZjE8ORWQw6gqZk0gW9BmZbL7yAm2HT7BgdMXsJgt1CwXQbNqFXn5oUZUKx2EymzK1oQxE2JvIAwG0Ok4diWBHw9d5FJqJoPCQ3iuXBnS0o3EZVkd7SW6LA4aDWgRPKDyoZykQWsR7Fq1nm5GIxpv74L/JrfAvawHKGFNWEw4e8+r1qyl3n11iI7Op93kHJV1tIZy+xE8tZLKcRxP2bucTrZHh8JicmnphMWCXpvFnqMn2XLwGPtPncNsNlOjXCRNqlTgmeZ1qNWtNV7C4lpH3Ih31BHodKSmpPHnsRgWX4ynoY8Pn4WVRqO1kJZsIMMic8yo5x+9FoA4i4XXNUGYkNCbFbupKClpu8k63oGVwthNN8et3nDXUG4tO9w1YWvF4aILs9nqaNvqBmExOZZdv5HEtoPH2HLwBGeuXiPA25vGVcvTtHI5BvfrSKi32uZL6BFGI1yPc9QRxoxMFp24wu+nY6nupWF8aGn8dBZSkw1kWmRiTEbW67JQA0eNRp7UBCADeq2Zk+s3c79iNxUJRamJwjU1dxKLEILVa9czsH/Bm4aAc3Qqt19Hymlc5Wj+59mAskZg3YwomyiExYRsNLLz8DEWb9zB8QsxVAwPpW29GnzQ+1EqhATanGyb8aRNgxSbOIxGMBjQZ2nZfO4qy8/Gci45k3pBfnQNDeLNquXQas2kX9exMSWLHzLSKKtS85JvEEaLIM4oU0ZWkyIMnDCZCMEaKTq7fdctPcNbRfJSIXnl1jzkLleLE/lp6l0ohLANNGhl1569pKen81jHDrd+zLz6+hWjJjCbSUlJYdmWXazedYCMLC33V6lA69pVGDKsD0EaVbYmTEZITnDRBAYD8UmpLD9zlTUXE7CYLXQpXYrvy0egNsikpxo5l2Hgt8wMDhkNdPL2paWXN1oZKksajllM1LJ4Oe7q3PadJet4K5ooGpwyewCr160junIlatUsxLy7eQ085ckJL0JNYDFx8txFlm7dzY6jp/FSqXigRmUeqRXN2482xVuIbE0Y9IjEOKsubJoQOh3H45NYcjqWbXEpVPPx5pnSQVT1CyA9w0hsppazBiPztRnEyRYeUPvwvDqQz+Q0DptN2beVnk7skWNUbtr41p9jAfiv6AFKQBN2u8kWXF29bgPP9O+bv65I9pYf4MFxwEPWG1ydDQ/ORS7BJ+FoMu7mVFhM1nVmMzGx11iyaQebDhwDWaZ5zWja1a7Cmx2a4yMJ1zoiKT5HHYFez/XUDJafucbKy4lYzBa6BwfyY1Qkxiwz6TcMpJrM7DHqWarX4o9EM8mHKEnNAqHltNlCsO3mzu3YXbjfpYD8VzRxV9pNNnJkvT0GZz042s4Ot8iuHxxBWYs5WxcWk2tA1mLCotex/fBxlm3bx/GLV4gI8qd1rSq82LYRNcPbIZlNjgCUyEyx6sIegNLrMWp1bLyQwOIL8VxK19KxVADflAlHaC2kJxmINVs4bjSwSJdFlhA0UXlzn+RFnLCQZMquc89v31myjreiiXxROMfbyai6eOky8QkJtG3TqlCHzD/OovBgSNkjUh4EIixmMJs4cvosc1as58i5S7SoVZWBrRvRoH9nqyhMJjDoISnRKg57ZWGrOK4np7HyzBVWX4hHazDRunQQQ0uXompYCAatCV2WmTitgWNpWmZkpoMQPO7tj0qWiDNYyLTIZFoEAbZK4zJmriFxDQvGS6cYfeUKkRUrlsiTlNQSUi5z70ny3d4zowRxG/l1+87dBAYG0rjh/bd0ONesd74uoNCayMxIZ9H6bfyzdQ9qCbo3q893zz9OaV+vbE1o0z1qAr2eU/FJLD1zla1XkwjVqOkcGsSUCpH4GGV0ejOZ1/WkZBpZrM1kjV7LQxpfBmgCyDQLrlosZFoEpVFxFBMGBD42fVzad/CWnuGtomiiiHBzvLfv3E3b1q1uueK6HZrAYuLE2Qv88e8W9p48R+3ykfRoVo/X2jfFG2HVhMkIackeNSEbDOy9ksjiM3EcvJFOLT9vugQHMrRCFCaDBW26matZWcSYjPySlUGSxcKDal+aqXzINMtcs8hEouaqMNOA7GDU5f2HSs7xVvRQdNgG3gS4dDmG+IQE2rVpna9dHS0/HF0vIIfz7d6X27l7hsOpwGPgyZHFc+jBlCP4FJ+YyPw1m1i39zBlgoPo1eJ+ho56Gj+JbCc7IwWMBoTJlEMPGAxcSExl6bk4NsQmEYBEx+AAJkaE4W0WaLVmbiToyLBY2G/QM0+bSbikpr3ki5Ah05xtN8VhJtimiRsXL5GVnExA6dKF/IHyh6KJIqKI7aY88RScdXe4ZeHQgrPDbe1O5EEXJiNYTMhGA1sPHGXB+m1cuJbIg7WqMLBFfeo/3hbJHoAy6hFJiS7BWPtLn6Xj3wsJLLkQT1yWngcD/RkSGEBZ/yC0WjNpiXoyLBYOG/TM12WhERJNVd74ColMk2e7KaaEx8dRNJE/bt3xthdSGzt37wGgRbNmhbsimzAEghs3bhARHuZ2TpEtCGdDyrnysGcu7FkKs8FRcZh1Ohat38rsVRuoHhXBoPYPMKlfJ2v/bJMRUpKcmgU6RWeNRq7eSOGv45fZEHOdUmoVnSKC+bJyGYItAqPOhD7NSILOTJbWzOZMLYt1mXgDj3r54i2rSDPKpJotGGzPLQ2Z85jRACcx0Rwf2uCDDxJJp8+VnOOd14AId3m/jBMnTjg+6/V6Tp486WK433fffUV3MjcnY+eePTRv0tgx/UDhkDAY9Bj0BkqVcpqv1F0TsvBsUOWhCUxGTp2/xHcLlhGTcJ0nHmzELy8/RSm1ylZZ6KwtPTxoQuj1HLh6nb9OXeXw9TSq+/vQpXQQw6qWRxjM6A0WdNd1JOsspBrM/KPLZJ1eRxONF4M0gWRaBDFOmgAog/V5ncSICbiBzKatG3mtCJ5ivp+2oomiwUkTWq2Ww0ePMez5wUV0cImUlBSCAgPQOP9WRaQJQ1YWf63fyh9rt1G1TBj92zTmo26tUVnM1mxFRqpHTWAwIOv1bLmUwN9n4ziblkXjQD+6BgfyZqUoDEYZnc7M9WQdOqOFOLOJP7SZnDUbaav2I0TyIdUoEyeys0BlUHMEIwKB5DCqSi4YdS/rAUpOE8LJbpIk6ZbtphxdkWzOthCCG0lJRLg7n/nI5DkcCyenAosJYTYjTHq2HTjG9EWrELKFp9s24+U3nsNb2LoXaTNsWjBYA7R2J9vJ4T4en8LfZ+PYlZBKeS8NnUMC+bF8JJgEOp0Z7Q0DSUYLWbI1m/eHNhONkOgg+WGRId1prlxvJEqjIgELtZ2CUTEHDlPn0YcL9qPcIveyJu4du8k6faVBr6dUqaDshTnqCGefIufAgMJittpCdmfbbLTNr20kJTmZn5euZe2+I7SqXYVXO7agRnhIdkA2xda1yDn4ZHvXZupYdSGBxZcSSNGbaBfkz6vBpQgPDkGnM6NLNRNn08QZo5HfdZkIGVrZglAGi4zJpn273XQdCxVsrl3MgcNF8gzzi6KJ/HHrjrdswWKxsHX7DuITEtl34CBVoisTFnbr0UbnymTqtB/546+FjHrxBQY80RvXaK2TMeU8iqzdkDIbszMXJqPD4Z67ch2/r95Mz5YNmf/aYAI1KmulkZaaHY1yqyz0Wh2Ljl9iwZmrBKvU9ClbmufrVERtsGDUmTAm67mhN6PTmbmkNbBEm8UBk4H71F486e2PyQIpRguxZhMmITAgOI+ZS5gJRKIqGqqiIRkLXsA1LFRAzeV9B0quAvFS37PNQ7p2dZ0D0nkABEmSuHDhQtGdTLaQlpbG2g2biAgP4/DRYzzVpwj6nNma1vZ++lluJCWx4u95hIeGkm9N2PvkuWkCk5FDJ04zcc5CAn28Gd2tLfXKRTj6GuWmCYxGriWlMvvYZTZeTaJBkB+Ph5XivZAgTHozRqNMWoYWnc7qeJ82Glmqy+Ks2UQzjTcDNQGkW2RizGZMTn9cBgSXbdqQgKtYKIuahngRZZK4fuEiEYUYbKVAj1zRRNEgWzh77jy79uwlKCgIi8VC08aNCn9cSeLChYsMeH4o0ZUq8sevP7k1ob11TWgzMvhx8SpW7TxI31aN+Ou1QfhLwupYZ6bnqgn0ek7Ep/DbiSscvJHOg8EBPB8SSHRIMEajjF5rJlGnQ2+woJVlzpuMLNFlEWMx00LlSy38SDMKEpwcbjsRqDACRzCSiIwJOLJkIc/89G3hn2V+Hvc9rAcoOU1IsgWLLBed3eTW7WLq9J/4469FjBo2hAF9e3vQhJNj4aIHs6vTbTI6Mnn/7tjLlD+Xc3+VCkwa2J3ypfxtznamdSpZoyHbsbBrwdZkNj41i7knr7I29gbVfL3pFVqKlytFYTLK6PUW0jL0Dj1oLRZ2GQ2s0mtRC2uTcmTIdMuI2glHxQ0snMZEMhYEEDHrNz5R7KZCc0/YTTZ69x9os5vmE17ak92Us9WHSz1hd7JNRheHOzEhgS/nLeXkpasM6/ggr739PGqzyaqJ1GSEQZ8djNVnf7Zo9WyPucGcM7Fc0xp4NDiA98NLEyJL6PVm9GlmEvRmtLKMTpY5ZjSwVK9FJwuaS96oZQm9B02EIOEFJGBBi7C64SmJXDx6jCr16xXZ88wLRRP5oxAZb5kXXh7FrN/nAVCxQnnq1617y4dzp2xUGSwWC5H2uUo9DXrgLBKLObvyMBmyo1ImI2cvXGL01zPo/sD9rPjgZbxle8bCkF1xOBlPGAyYdTpmHTrPn2eu8UT5MGbUjSbAYMGsM6K/oUWvt6A3WNDrLRzW6fhdm4FFwENevrT0CeKyyczUrHQqCw3V0XAdC8cxoUdQHQ0d8UVjy1zcsGW+V6IHrAJqeeJUkT3Lm5HngAjy3S2Wixcvlti5UpKSqN+0JbHXrjmW1alVs1DHdA5GlS1bBp1eh4+3j3WlsyY8ORh5aMKQlckHP/3OjeQ0Jg7qRaVgmzGVkZ6rJqz9ttP4fO9Z4jL1PFs+jBF1KiP0JvR6MylpOocm9GYLuw16/tZm4iNJPKjxwR/BBoMerRAE2cq+BcElLFywxW2j0dAWXzLRkYogFhNg4n68SDh9tuQcb0UTRcKyFSvp2fdphBCEhAQDULsw/bvJ1oS/vy9eXl6Uc55CKDdN2HWRhyYwGdi45wCfzV7E8M5tWP3eUOvAaAZ9npoQOj3H4pKZcPAiARI8GxnKu8FBGAwW9FkWbhhMDk1oZZnDRgMLdVlIArSyjEpIYBbccDNMBIJUWzDqClZnfA8mZEAFtMjQF+o5FuiZ38N6gBLURBHaTZ66XZQtY7ObIsI9N6W1OxmORIVTltumA3sAKulGEmO++ZmK4SHMHfMsIfYBoDLSXAeCcnO2hd5AQkomEw9e4FK6joFlQplbpTwWo7VuSMkwuOghw2JhnUHHJoOecFRct1iohpcjk+eOFpkrWEhCJgnBJgwABCFRQbr5NLZFxb2sibvdbnKmXNkodDodPj62gShd6gj3lh/ZL2E2uerCZASzAWHQM2/1Jn5fu5V3+3Rg0pMdrHqwB2XtmnDqsy0MBmSdkY2XrvPV8cvUD/BlZOlSlAvTWLWQbiJRl60JnUVmt9HACoMWvSyTJQva4IsMyB50ISNIRMYLiYOYsLchqIiahDNnS87xVjSRL27Z8d6wYQOzfp/Hd199gclkYszb79K6ZYtCXYxjInkEfXv3ou/jPbMrDOsG5IxWOUVs7U1B7JEpk5F1O/YwZcFypo8YQKWQAJsRZXO4DVYR4WZMHYiJZ+z2k/QuH87iJjVQ6UyYU3Vk6s0Oh1unM3PBaOS7jDQCJYle3v74CIk0s8xFs5nDZiNGZE5g5CwmglHRCG+CyVkxBCJhwSqSZnizBB1/79jKC4V6mvknzykAcll+t1C/fn169OjB448/TtOmTYv1XO9+8CEZmZmcOriX/oOHcPDwEapWiS7UMZ018fN3U1yNKOsGWJsZ5l8TyTdu8PSHX/Nyl7b0aFLHWjlos/LUhKzV8u2B86y7ksSb1aJoWi4Cs86ILlXnEoTSmS0cNRqYmZVOOZWaXl7+IEOqUWav2YQFwXUsgIpjmEhGJhoNbfDF12n4XS8gC0F7fEhDcAAj+3bvpt5jHQv1PPOLoonCo9VqefnVN+j06CNM+vQjGrdqS1BgIAGFnN7EromoMmXYsmZ5jm5PHjVhHzzNkyaM1tYdE377iytxiSwe+wJBKgn0ujw1IXQ6MtJ1vLP7NFkGE+MqRFIBa9YiLcvoogmtLHPKaGS2NoNgScXDKl+EWfCznAlAY7wcgdh0ZM5gJh4LIaiIRk1dfPkVLSqgL/5sQM86fRoWi6XImmTmxb2sByg5TRSH3eSM1W7q4aQJu72Eq90knJqW2xwKR39Vk54zFy7x8uQZ/G/w4zStXNY2tofOlrXT5wxA2ZwLi9bAtCOXWRN7g9cqRNIsPBS93kxWutFhN+ktsjXDbbbwr0HHeqOOupI33fDjuMXqbl/CTHUn8zTLlpyIxYIPEhVRcx9qtiK72E2Ld+5geJE9zby5lzVxt9tNzsz4fmp2nWDvruBSR7gFaO1Ot10XdqfbqMdi0PPSlz9SOSyEZW8PQWMxW1t+6HXWbhY2LTh0odNh0RmJTcnk9d1nqOSt4YfoKPwtkjUIpTe41BF6WeaQwcB8fRZlUdMOH9bIelQ2uynISRNmBDFYuIQZPYJI1PghoXWzm04dPUaLPo8X2fPMC0UT+eOWHe9169cTVaYMLw97AYvFwuvvvI/s1Aen2HEakdN9SH+7cXXy7AW+nr+Mhe+9hC8WW6VhcBhUwqnSsL/PPHiOVRcT+a1JDULMMpYMPXqdKbvS0FvQGszMy8pgt9HAQN8AglCRbJa5YbaQbLZgEgI/wAhEoqYx3o7BDjxhf2q10aACIlGx78rlEniIVvLsl3GXR6k2bNjA0qVL+fDDDzl9+jSdO3emV69etGvXrsgN1nUbNzJ4QH9q1azBC88OYsRrbxTp8W9KPjRhyMri2U+n8vng3jSqGJkvTaSlZTJ841FahgTwZ4MqyDoTelsTQbsmdEYL6WYLM7LSSbCYecY7EIsMaSbZoYmWeBODmcuYuQjUx4uW5P4bqIHqaJCBQxjZsWcPg0voUSqaKDxnzpzhamwsf8z6mfr16lLvvjrEXLmKEKJkRsq1v99EE5jNTPt7BdosLT8M75svTViz3KmM2XWK16PL0MbPF6PORKbB7KIJnUUmzWJhtjaDaxYLXTT+YIFko1UTj+CLwFrWL2LmNCZ8kaiJF03wcvTntiBQAVGoCEbF/XizFj3x8fGUL1++eJ8l97YeoOQ0cVvtJkdrQfdm59bpwOwZvZSUFF6ePIPZrz1HuSC/7GSFXpfd6sNNE0JvICkli5d3nOSBID/m16qEUWcmI9PaGkqns6A3WfWglWUumUz8rM2gvKTmCSmANItMmpApjwoN3oSiQtgci1OY0CBRHQ118UJt08QZrHM/10VDBGqqoOFEXGzJPEvubU3ck3aTex9jFz1k60K4jXNg1YX19drUX3moTjWeadXQoQf0uuzArFsdIeuMrL2YyJcnLjOxSjmqqtXodGYybN1TdUYLellGa5FJspiZpc1EJwu6SH7oLQKdzW66gUyULWl3AwsnMJGJoBJqHsCbANu6OMyK3VRMFKUmbjkE4ePtjSRJSJKEXq9HlmV6dut68x3ziyMilc9tHZVI9lQwH82cz4+jn8VXEk7zbus9G1M6HTMPnuNIQhpzmlQnxGSxOt1ZRrQ6M1lZJrKyzKToTXyYloxOlhnjF4SXLJFgspBgtJBgMmMUMscwsh8jj+BLS9tgaZ7IQuY0JmJszQiPYOIcZms+0GLxuE9xYJ8CwPPr7o5SRURE8MILL7B8+XIOHjzIQw89xMyZM6lRowaDBg1i0aJFRXYuH28fh0Ph5+cLQIvmhRxs0Jki0MSvy9fyROumNKoUlS9NaDOyeObfg7xYOZJhUaWRMw05NJFpMBNrMvFuWhIVVGqe9g5EbxEOTZiEQCA4h5kzmGmIN4/gS2QeTndlp5igGsk6L2V6euGeXwFQNFF4fHysXSLsmogqU4aHWj9YtE53bprwdA5PmjCbiEtMZO3eI3zSv2u+NCF0eo5fS+G1XaeYWbcybXx9PGoiw2Ih1mTio4wUwlHxuMYfvUk4NAEQjAozglXoSUPmYXxphy/lUDucbrBqIAwJP9sy+xpfX9+ie5Z5cC/rAUpQE8VpN+W7fnByvi2uzWsxm5n8xz+8268r5Ur5W7PajpHJPTjdej2yVk9qShYDNx9lRLlwhttmdtFqzWi1Vj1kGa16yLBY2GnQ8X1WOh3VvtQV3tywBWYBJCSiUJOGzCr0JCPTFl8ewZfKaBxON0B5R/3hpHWTqWieZT64lzVxT9lNueFcR+ToyiqswSinumLboeOoETzTupHrXPTOmW6nOsKiNbLqfDwzz8Qyr1YlolGRlWXVRVaWiSyDmUybJs6bjEzITKOqrfVfhll2aMILibKoSUewFj0nMdMAb7rgRz0npxs8203mLG3xP0sbiibyxy0/CV8fH/QGax+z1LQ0AEJDQm71cK7kZ/Q7F9E4j0pojeQm3khGo5KoEBqUPU2MyToYjjDZpgtzGn1zT0wC62Ou8786FUFnxKI1Wgc6sGX1dDoLmSYz49OSaaLx5hFvP1IsgiSzhUSjhTSLBYutv5EMdMCXQA+P14jgGEZWomMPRtRAM6x9T+7DiwfwIQAJX0sJth5QqfJ+3SMEBgby5JNPMm/ePE6fPs2AAQNYu3ZtkR3f19cHvcHa3ywlNZXAwEC8vb2L4MjCgyZu4mx40AQWC0u37mVA26b50oTQGxi1+TgjqkTxgJ+PR03ozFbn+uP0FPr4+lND8nLRBODQhQFBZ3wJzeNvRyBIwsINZCzAKnSsRIsA4hISC/0k842iiUJjdwr1eqsmUtPSiq6OyK8mXFZ70IQQ/LR0LWMefxRJyPnSRHKajld2neLnupUJswj0WlMOTWRZZK6ZzPwvM5UuXn5URuOiCTvHMHIQE+3woeFNWkb52gZYA2xDSZWc4/1f0QMUsyaKy266mc0kkTMYZd9HFlYHw9b8fO+Jczxct7rVKbe3CjF50IPRiDBYbaWXd57iregomnh7OTLcOr3Z6mTY9JBlkdls0LFKr+NJjT9mMzn0IBAcxMhxTDyML43wdumC5IxdKwabFiwIMOUcmLDY+I9o4u61m2x4CkjZteD+7thHzhGY+m7RGt55opNtBgyn+emd9IDROs2qrDNyIiGVH87EMr1GedS26VT1ems9oTVZyLJlus8ZTXyXlU5XtS+lLKocmgA4hYldGGiON23wISQXG8rH1m3V3hdcALJWV5inVzAUTeSLW3e8fX0dBpX93R6tuhWc+7J6WGt9yy1T4jSghn26jmMXLtO4RmWHw+ES2TWbbQaWtRIRRiMf7T3HFw2qIJksyHozRr0Zo0nGYLBgMMjozRZ+ykznfo03DTTepJllUswWkk0yWbKMjGAjBiqjoQHeLtkKsIrgIEbWoscfFZ3w5WF8qY4XpWw/Q3YFQh65wGJArQFNLi914aZ6v93s27ePFStWALBkyRLHci8vLzp16sQPP/xQZOeyasJqVOkNBvwKaRRna8JlYf529qCJLK2W4AA/NCrVTTWBycSmmOsEqiTahQTmqoksi4VJman09fEnVKhdNAFWY2gdeqqgoaEHXdhJwsIW9KxEzxnM2IaP4xH86IAfABWDQwry+AqHoolC43C8bY6GXq/Hz8+vUMfMVRO56cK5zvCgCYTMwbOXeLB21XxpQjaaGb//LO9WL0e4kDxqQmcbMOqrrFQe9/bHX5ZcNAFWB2M3BnQIHsUH/3xUxWYgE0EyFv7f3lnHWVG2f/iaOLknNlk6BKQEJEwMDJQSQRBQEVux+2e/YvvaCYKB+KIIKIqKopSNKAiodDcsvXV65vfHzDl7eoPdJZyvn/Hszok5OzMXdzz3cz8FevuccFVBjeso5gFql4nq8puS+kxp/Sh0HgTtMUmwsW3XXprVzdWW/lFCsUyEQmU86I+KP8gX63fS3GrmRJsVvz+Ez6/g84c0JkIKPn3u6j9+HzN9HvpJNoqDagwPoDHxIz4koDuWSHVHKoV9JMNvqn4dyX5TtOKbDyZVhIMkTEBkmlKxx0ue0x7DhRqKshM6E6o/SMgb4IHF63i5RQPkoEIgoGgrW3hDeAMKXkXFqygUBIO8VVrIADkDNSgkZeIPfBxA4TysSXtEJVMQIg3WxNpcxstgokKq8pkIw6KqKj49W1UtWapow5HSoYrKUoU3UQRB1Dp9AiUeHy67LW59Pj0ID3cz1OFZVHCANi47uZJEyONFCQQJBhUCfm3zBUKsCvjZEgrSz+6iMBiiKKRQGGU8fsdPYySOSXJKfah8j5emyPTGmhB8hH9fRoD2mAlB2pGPalcYjGQKHdnzMu655x46d+5MQUEB8+bNo3///jV2LKvFgkc3ID6fr/qytvHOVDQT+rr3FWHiQEkp2c6MCjGhhhTGLt/Cc+0ao/iDSZnwqypfeEppK5vIFyT2BWOZUFH5GR+tMNE0xT81JSjMx48J6IA5ksn9Qe/wX4KCTd9Xq/9sG0wctMpGvHUm/H7MJlO6t1Rc6QKMSjARliwIFWJid7GPbSU+Tm1mJ1Tii2EioDPhU1Q+8hTTTbbgUkV2B5UEh+ovApgR6ET6fyNCqGwhxCZCbNNdqVUEKdX/OjnVPVrdOop5gNplosb8pkot1xPFhihEklKFpR4yHfYyDsKN2ELhtY31LRhEDYZQAwrj1m1nXNsmKD7NRgQDCgF/CH9QifBQqChM8BYzVM6gNEgCDwC/4ScfKWZd7pR/Liq79e44C/CzVU9GSYbfVC06KvymaEV8pvjrEmcjIj/HBrhenw+H1aL7TlFTlqID71BIX/M+xPyC/RyXYaW+KOLxBPH7QwQCId1GaMkon6IyzlPMebINQUnOxN8EkBAiVbHlabtuI1YSiKwKsP3A/gq9t1pkMFEhVXnE2+/3Y9KdqDAogSrOr0k/2p1KSUpFwsAIIq4MGwdK4kosVEU7ViSLqxmRb9bvpF+DHM2QBBWCIVXfFAJBhaCqMqGkmKFWB35FoTikUhhSKNTLwbcRIoDKsUkMhjYS7uV4zLSKapYT87X0vzsctIuUlRLWio7i8pBWrVrx0ksvsXbtWv75558aPZY/4McklzFRVR6gZpiwms2U+vyxb0nBhN8foCQQJE+SUjJRHFL40e+lu2yhOKRGuAhrLUEyEFMG3ftRmIOPjpg4HWtM+VSO/rMNIbK39roeYDBRDfL7tXstHByaTSYCwaqXgtYEE5HPjTlQcibUYIivN++if92spEz4VRW/orItFGRTKMixgjmBCdDWWd2LwvFpAgytJ0KAr/W53x0w4UbADJyMhQZIqEDwIM5npXQU8wC1y0R1+U0xAxTh3+P3RSs6AQVlwUXUY4bVQrEnbpm6qAaFkUSUoqCGFLYWlZJrkrEjEAgoBIIqgaD2GNR58KsqX3lLOFmyElJI4AG0xoJAuUG3X+/UPB0v6/Tmai2ROR8reUjkV92lrbyOYiaOVL8pWgn2IoEJIe4x7mdB1JJSooiKEPtc1FSl6DnhhBTUoMInm3YxtE4WoZBCSLcTgYBKQNV48Ksq/wT8yEC2KlEYTGRipz7lrlMFElHbCTEXLzujvKRsnYWcDEe57682GUxUSFU+E7v37CEvNxdBECLr44VLp6qspKPdqWAp+1mIdqR0w9K8QT3WbCtIf7H17NWy/cW0ddpQQ5oxUUIqoaBKKKRte0IhvKpCtihSqqh4FJXSkNYwKjwn6USSl/z9RYBmyOSnKYIKIxcuI7Ei4K3NwDtVaUi67NURovbt2wMwcuRImjZtWqPH2r1nL3m5OUB4Lt9B8gDVykSWy8neopIKMbF6fwnHpmEiqKr84PNwismCVwWPogXi4SRSCJXlBFMaDR8qP+HjbCzkJGHDrP8dZj3YEIHS2goywGCiGrR7924A8nJzgdiSwoNSKiZiHKuKMYEgIkkSgXQdV3UmVEVl4Z5CurrtKZkIqirTvaWcbbImMAFaQL0AP6dgSTntIlxyewCV3ljpoC9DmYlIPZ2V8LzXffv2VeEEVkFHMQ9Qi0xUk98UkyxKlYxKN/0iugKEMjYa5OWwdc/+9M0JIRJ4L9pbRFd3hsaDompMhBRCIa05VEBV8SkKi4N+WiJH/KZoBVH5h0C5o3o7CfEtXrIR6YOVrrrPVUdvRGj4TdWnI95vqrQEYpOyUZUggoDdatEGLZL5TlHBt6qoqKrK2mIvLW1mzTYoZUwEVQgomp342lfKaZKVUkVJGGgL24lT09gJAC8q3+FhI0G6Yo5UULXTqwy1QbxalMFEhVTlwHvX7t0RWFxOJ1DWLKQySjlPKfZFsb+HG4XEz1eKOFUiDerksGX3Xh0gKfJ8so66JYEQLpMcOZaqb0pIJaSqLPT7ON5kJhSVwfXqjtoOFOogJi0ND6CylRDHllMkG56jZNI/w4qArxazQ9oSAHKKrVZnTVW7QqEQe/fuRZZlPvrooxo91q7du8nL04IMl8tFUVFRlUakEplIMu2iCkwIokjkU8thYpc3QL7VHDlWPBNBFf4I+OgimxOYAFinr8OaqvRvMX46YYrpyBktv758kggRp8pXi+tAGkwcvHbt2gWUBd4up7NKNgIqyEQylcMEgkDLhnVZuXVnuUwAbPf4aWA1p2QiqCqsCwVoiJTABMB23V6kahgFsIQAuUh0wRzDjw81YiPC81/D57imdTTzALXIRDX4TTEslJuAInaUO6oCRIgE31KEBUmWCYYUfYQqKghJxUOpj/oWkzbSp1IWfKNVloZUlWVBPy1EE36VBB6gzFbIaZjYh8IC/JyPlabICAiG31SDOhL9pmglMJJuWlLYd4q2EVFTkrSRbynSrCwmOA//XnZgULTxcRRVr0hXNS4UzU4oQJESwq+CWRWSMrGNEPnl2Ak/KrPx0gUzJ2PBiWj4TTWo6mTiIEa895KboxkQt9uNxWJhx86dlf+gVHAkK6NKpggwUVkqSbv4JlnGFwxFlToIKUsf1PCcJqITWCqKCquDfppLJi3wVsGvqJEM1QaCNE8RWG8mRDPdSKSTR/8sr95IYSshCtVazFMJaUpDhNqDtiY0Z84cmjRpwpAhQ6q1E2e8NCj3RZiom18HVVXZtWt35T8sgYmYJ6vMBJJEy4b1WLm1oFwmgoqKJAgpmVBRKVYU7IKQwATARkJJ+x1of4E2P69hmoRUKSp2hAg7VgT8tWhADCYOXuER72gmdhZUMVCsChMxg96pmejSqjkL12yqkJ0IKGqkGiMZE7sUhRxBJICQwARoJbUt0pQO+lDZRoi2Sdjw6ExA2Yh3+BzXuI5iHqAWmaguv6m8xFPayqjoIEOMBBYIIkgSdbPdbNt7IDERlSQA94YUrGLZlI0IC6o2zS4ELA0GOEaQ8auJPABsTONDhbUAP92xRNiDMr8pzIQNAV96V6t6dRQzcUT6TQmqwIBFtHQbIYg6D5GElGYzGuXlsHnPgcSR8fB7o9gI/xRmQlUo6zauqqwKBmkqygT1qpB4bSCU1k4ALMJPR0wxFYOG31Rzqk4mDmrEOwyLIAjUq5vP1m3bK/UZarSzlC47lQyWaEOQIkt1QpsW/LZqQyIocVuGSaIoGNIcrqjvFnamCkJamXlQz+AGo77OfpSUyyPtJBQpDUynQr3YfDchmiDTBlkDNEmzhRrRUVweMm3aNNauXUvXrl254447aNKkCSNHjmTjxo3Vepx9+/ahKAq5OdkA1KtbF4Ct2w8vJs44vi0//LO6XCYcJoniQGomAqqKJJCUCdCqPVI1CNyPGpl/lEqlUUEGaAbEU5vJKIOJg9auXbuQJInMTDegreO9ddu2Sn9OuUykS0RVgIlT2rfil+VrymVCEAVkUSB+LCbMhApsCQWpK8ooSZgA7d/6zDSJ2M16EBKfrFVRKUkSeNfWiPfRzAPUIhMH6TfFdPVPxULCAEacoke/w8F1OBElCHTr0Jqfl69Nn4gSNUaskog3vhNzmAf9cUsoSJ4gEUwR9AQhJqCOl0efYRtfHVUSF3hbEfAoIcNvqgYdaX5TtJKufJHMTiT0/QgHz1F2IByAixKntGvJr8vXxQTjCckonaWEo6tqTDJqcyhIHiL+FLdqIQruNEyoqOxCiVrLXpPhN9WcqpOJqo94795DXl5O5PeWzZuzeu3aCr8/felgvKMVpYSyKd0pCpdMRW3nndSJGQv+SdgfNhrhranTzqZSX9xhym5ePypmQYjMxVbisEo1ou1FTVsqEtafBBCBbliog0QGIoqqsn///nLfWy06imEBqFOnDvfeey9Lly5l4sSJbN26lU6dOnHeeedV2zHi57O2OKYZAKvXVJGJdI7UQTBxVpcOzF2yolwmGjhtbPWkZsKrqFjTMJFOnjjjkEwHUCLL7IFmQEr8/jTvqGYZTBy0dutBRvi+admiORs3bY50c66IKsSE9sLwD9pDJZhoVDefzbv2ocY5WvFMIAjUsZrZ6Uve/EdVoVBVyBA0xysVE+kqoIpQY+77sEpRCVLWB8Si/1W1NuJ9lPMAtcVE1f2mCpWYJwu6Y6pAkgQb+gifxobMuSccz8w/l5UxEAnOY3kQRIF8m0XjQUx+T6sq+FTdf6q4iYhRYYrBjQMoSEBGVOBt+E3VpyPFb4pWyhLzVMnZJDYiEnRLkp500u79s7u2Z/ZfKyOVUsk2QdRsjEqsvxSvQlXBkeZ57Rulft4HMSPbYRl+U82qupg4iFLzPeRkZ0d+b9PqWJavXFWh9yaFI1lJSAwk8f9qRxmQmBLCMgg6tW7BojUb04KCJNEux8HSwlIESZsHG7FHgnbzWwQBv6pW+mSZEfCXE5CEUPGikoWIaIxm1LhatmxJmzZtyM/PZ20lEkXlKWxAwkxkZmZSNz+f5StXVuj9iU4V5TARF3gAFWHC7Xbh8QfwhpS0TDRwWNnm9adkQhYFgmrV/gExQVouVFT2xTlbNgQKq6MxV0VlMHHQ2h01ugeajVAUpcJOVeUTUcnuqfKZQJJod0wj/t68o1ynqqXLzhqPLykTgnAQBlWXRPIVLfbpKa5M/QgCAjZJNmxEDanGmKii35TeZ6pg0B1WdPAcZkEoC7Ab1q3D1j37CSGU3f9hXuJGvFu4NR7Cn6VtsYcKM5giNi9XAsnJ3odCpuE31YoOV78pQZVJzkYkxP4s6OXmOhuCnohtmF+HLXFcCHE8IGmPFknEo6qIYiwX4SMdrJ1IxoThN9WuDoaJKl//unXr8vfSZZHf2x/XjlWr11BUVJT2feU3PYgPwpMFGLrC/8JHQRIpIxQlRNlE26aN+HvT9jgHKrZk6uR62czbU4QgaWVV8bDkiCL7VFV3sIj8Qw8gQ2S9vHhlIbKH9GVPiv7+6NLbvYSQJYmcKKe1RpWqlCxcZnaES1EUvvzySwYMGECLFi1YsGABr7/+erUakPz8fIBYJtq15c/Ff5X73qoxkULlMIEo0ePEjsz4c1laJkRZQhJFAgIxTIiSxoQVbT5qMibCSjXil4kYCSSSqRgVH8QwsU+EBo0bpf67q1sGEwet/Px8NmzaFLEJx7VtA8Cfi5eU+97kTFBOIorE10DiKF8SJgZ1P5XJPy/UnIMUTCCJdMp18aeepI1nQgDcgkSxqqRkwoIQmZuaTJmI7E3Cxm4UZMClf2YxCh4lRF29NLPGdZTzALXDRFX8puRBt1L5oFsg9QhfXCLqlONa8fOKdWXVH7JJZyDKZkgix7rsrCrxahyIgh57CIiRQEPAKqAPXKS+T9JVTLkR2Z+CCcNvqjkd7n5TvNQqJWeFsoeYqUbh6ic5pgrqpLYt+XX1xrJKkOjkrKgPUkgC7dx2lnl8CKJmH0RJ0InTHp2CSInuPyWTFYHSND6ShcQO/obfVPOqLiaqHHhfddVVTPvqa3buLACgVcsWKIrCb7//kfI9actAkjlZ8c5UZL8QC0qaMsJLzz+T/835DSRZ28JGJJyBkSSOyXaxvtgDooAgi0hSGSwS0EwysSUURBYEZEHAHHXW8pHYlqJhfxOkyPqUqSSglY1YI3+xtgxTr/PPJ1cvv6lxSWkyVNKRnaW69957adiwIf/5z384++yz2bBhAx999BHnnntutR6nZcuWnHZaN94eNz6yr27dOvzw888krBMcpSozkVAlUnEmhpx7Gh//8EdaJgRZpkueiz/2l8QyIWpMyIIIKvrPsUwA5CJSkMJwmNBKsXwpnK1tOjPZulHch8I2JcA111yT8jxWuwwmDlrDhw/H4/EwccqngNZMKi83lxmzZqd9X7nlguUxEZGQxKFKzsRJx7Xi95XrURDSMnFSvpvf9xWDJCBJApJcxoSEQFNJZosSSsoEQEMkNqWxCQ2Q2EyI+CWXNhHUSws1rSSIxWRi8ODBac9lteko5gFqj4mq+E2pWUgTZJRXGRXNRGQ0Ozy6JzO0x2l8NHd+XKAdO+otSCIms4wsinj0AEOSxUiQIer3ayNJZqcaQk7hd6ezFaAFGUHUmCqpIFqDznCZueE3Va8Od78pXmp0MqoiQXf0Z8fP8U6WjNJtwdBzuzHpp4Xa7+H94cAykrQV6ZaXyS8HipFEQUtEiQKSICAJIAnQTJbZrjORrKS8ERIby1kIzIkQk5Ay/KaaVXUyUeXAe9iwYUiSxIMjH+fHn3/h6htvQRAEps/4LunrDzrASKlkWaoyWLq0O5a/1m/Bq6DfAKa4m0EvNcx2srTEi2CSkCQROexYSSKdzBb+DvqRALMoYBYELHqHvubIrEnhSGWgLd9UlMao7NDh+ocg6wiylAB7Ubjp1lvT/M3VrKO4PKSkpIQvv/ySRYsWceutt5KVlVVjx7ru2uuY/f0P/O+jjxn3wQQmTv6U4uISlq9IXjZ1UEykVXom8nJzkGWZbQdK0jJxYbN8vtyxL4YJUdSYkASBprKJzUoQaxwTAC0xsYLkc2EB2mDi7xTPb9J5+Q4fOwjxBz6cVhsDBgwo5++uRhlMHLQaNmxIr549eXXUW/z0y68Mv/YGdu3ezQ8//ZLyPZVjIhkjkQ+K++T0TAgmE2d2asecpWvTMmGzmpFEgSLQOBBjmciStBFvk0ACEwDNdHsRH1iHJSGQj8jmKKcr3EinEJVf8bOVIMsJ0LfHebhcrgpejYPUUcwD1B4TlfGbtG7ICgn3fLJ92hvKCbghwgHElpsLoja6J5lAlGjZuCHb9xVS5A/FOs6SFHPdBZPEWXWz+H5/keYz6TzIooAsaEnZ42Uzq1XNTpiSzGtthYllaWwFaPbir6jX7NAnZPxNwPCbakCHs98Ur4jNSMlDKkbipXOgP0a6m0umSEKqdbPGbNi1l9KQogfdUsJ1F00S3epl8cv+YkR90CISTwgCEgKtZDPrdd/JmmQkuAkya9PYCYD2mFlI2fxtw2+qWVUnE1UOvLOzs3n4gfv5cNIUzjy/D5Ik0bPHOcxfsDDhtdXiTMWXT0WN6kU3CRFEUc9GabAIspmh53Rj4o9/RDlTJoTwjWDS9l3SugETNhYgyhKCLCHLIiYdmoayzB5FQRHALgrYRAG7pMGSgYiIVuaUTJ0x8Rv+lABtJYQVsAMz8fILfo7Lr0+PHj0qfU2qrIRGW3HbEaxRo0bRpUsXNm3aFLOtW7euWpuEAAy6+GLOPP00hl83gqtvvIWhgy7CbDYzY+ashNdWGxPR+yrIBJKJay44hzEzfkzLxHF13CwvLCUkCjFMmGTNqTrbYuOngA9rHBOglcwGIWmJIGgZ3d2EOBD3vLbUmLYUmReVaXjYTIgbL7kUi8VyEFenkjKYqBY99OCD7N27jzPO683kqZ9z+00j2LZ9O5u3bEl4bXom0gQbZR+QyEglmLi67zm8XQ4TgkniwsZ1mFawH8EsJzBhEgQ6mywsUwIJTIBW7VEXiQ1pRjM6YGYJgUhFyG4UgkB7ZJYS4Cu8iAg8NPLRqlySquko5gFqj4mK+k0pWUgWdCcEHXFBRrJgI8xFONiIGt0T9Hv/8p5nMn7ufJ0HEwnJKJMJQZYY0LQOUwv26zZCwCSLyLKILGiBdivZxCYliCyAXUx0OV16EfruNEw0RmIvIfborwn7TQ2RDL+pBnS4+k3xKgu6k0y9SJmUilPERhCxD5F9kakWcsQmDD3nVD78aaGWiDKZEUzmiH3AZEIwydisJupYzWwMhiIDeCZZREbAJArYRZG6osQelKSBtwmBhkgpB/VAm8qagcA6PUA3/KaaVXUycVBz/B9+5BF2bVzDjM8/Zd6cmVw8oD/z/1gQswZf5QMMYoPsaGASjAexBiTaiIRhkSSGnt+did/PRxFFMJkTs7cmE13q57KyyEOJKCCYJUwmEdkkYjaLmEWR86w2fvR7sYoCdknELpaNZnTFzHz8SecpZSORg8iKFABtIkRjZIZgJx+RbpgZ/eRTSFIt3qQxhjXJdhSoS5cudO3alS5dutChQwdatmyJ3W6v1mPY7Xa+nz2TdUsXM+uraXzwzhjOPvMMvvrm25jXHVSAkcqRCquCTHQ/4Xjmr1hHcSCYkgnRbKZPkzy+3HUghgnZpDHR1mxmj6LgQUlgAuBEzMzDl5QLAYFuWPgZH8Go5/ejUojKscgMxEZvrFwpufnPi89X7aJUVQYT1aJTunVjy5oV/DL7W5b89jMjH7ofSZISRvjSBhrRJYTJKkHKq4qqIBP18uvgdjpYvm1XSiYEk4mLWtRl6o69IAkJTJhFgd5WOz8EvFhEIYEJgI6Y+IdAyrneZgROwMyPeFFQ2UQIM3ASFgZiYwA2nujRl+O7dq3SNamS/gU8QO0wUZ7fdHBBNxXgITEZFbN2sZ6IGtD9VKbNW0wwPP0iOsgIJ6LMJuq77YSAAlVFkjUWTCYRs6BXQkkiZ5qtLFL82KXko94n6T5UssaCoNmL07HwK348OhONkTkPK72xMgy74TfVgA4nvyleZeXlcUG39iRpfadkCdqEZFRUglaUECQtUXvx2acx5ec/UeJHc016+bnJhGCWGd68Hv/buReTzoNsEjFLQoSL/lY7c4NeMkSwJUlItcfESoKUpKmYPQEzKwmwnqDhN9WSqoOJg2uuJ0o4XW7O73EOWVmZ9O3VE1EU+eTzaUBFnCkltRFJZziASFOEsAGJmsQfM5ohmbDaM+h5ciem/vaXDogZzGaEsAHRtyvbNOL9TQWIVhOiScIki5hNWsDRy2rn94APP+CQBDIkEZestUpwItIMmUUpyqU6YWILocgcjLD2EmIvCk2RMSFyATZKgKbdT6/6NamK5MRymbLtyM5ShbVr1y4KCgrYtWsX+/fv56effsJsNlf/gSQTzZo25ZyzzkQQBAb068sPP//Cjh07gQoGGEqK7G0ME8n4qDgTgmzmhv7nMfqbn9Iz0a4x4zcWIFi0EiqzqYwJsyBwZYaTSb5SHJKAM4oJ0EYymiHzJ8mXs3Ai0hETc6OC87UEMaHNdbUh0giZ1qedQkYNlrollcFEtUkyWzn15JNo3epYMjMz6X76aUz+9LPI8ymbR8UHGsmcqwgTatSWTOUzgWzmrqH9eGHqzLRMZDisnJDr5ucSTwITFkHELUmcbbHxc8ibwASAjMApUYF1MtVFohkyP+BlDQEaIyMhkINEHSQ6Xtjn4C5KZfUv4AFqiYk0flOFWSivIkolPRLxjaTCiSjdQRZkGdlqZcAZJzLp18VgNpcxEceDaJa5qU0jRm/djcksYZIFzCYRk0nCrCeezrFYWa4EUERwSYlupx2Rdpj4FV/K6kCbPjDxLZ6I3yQi0AgZhyDR4YLeB39tKqN/AROHi98Ur6RzulMlZysUT0DiqLcYk4gKX1uLzUaPrh34YsEynYdEGyGaZbo1yGFJkYdiSU9E6ZtFFLGIAg1lE8fIMqvUIC5JRIqb6y0hcBoWfogbnIh/zVlY+Q0/MobfVBuqDiYOtqt9zIT5vLxczj/3HCZ8PPngnCnthxRblKLnKpHEiIRHM0xmRgzqy5ivfyAoShFYsFjBYtFgMZu5qHUjvt2xj2JRQLKZsFikyJZhkrkhw807niJsgkCmLOKSRDJl7RS2QqYUhdVJgm8Bge5YWEIgphHbaoJY0MqoQINo6Emn0rBF84O5IpVXfHfGmE6NRwcs8Tr11FPZsGFD9X9weGkWXRcP6I8sy0z6dGoSJpTUTlUCI5DIQRWYCJcLmsxceFY3Zi9ezgF/MCUTToedsxrk8PmuA0g2E2ZzGRNWWaKtyUIDSeL3oA9XHBOgceGDlPO9GyLTHJnZ+Ajo/DRDRo4yQh371bJDBQYT1am4TPewoYP5/qef2bxlS2omygsuovclOCXRvwsVZ0I20bpFMxBF/t5akMiEuSwQv7VDE15auwPBKkeYsFolLLKIVRTpZbWxVQmxgxDuOCYAcpFoiYkf0gQaLTCRich+VJoRe891qG0m/oU8QA0ykdRvmlQBFtINWJA60E66PzYZFT2nNbxdc+H5jJv5C36FqCDDHLEPmM0IFjOnNcxhtcfHdlXFYpEwWyQsFhGrpAUZGaLEtXYnUwMlOCQBd5KR6abIOBH5M81872wkMvXSdFeUjWh6Yhdc+XUqePKrSf9CJg6F3xQvNb4KqtK+UzwM8X0PyuZ5I4haU8HoBK3Jwo0X9WLUNz8SkuQyO2EyaXZCtxWS1cQtbRrx8pZdZbGEVcYii9hEbbvYmsFixY9HUBJsBGhT9trrgxOpqkEskUchpjeI4TfVjqrCRDUE3olO1a+/zWfpsmWQbHQ7IWubpIww5agFic8J+v/iunRGYJEtCJKMPcPBJT1OZ8y3v+gjGZayTFUEFAv/16UFT6zcgmjTwDGbRaxWzanqbLXSxWzhM18pDkkkS9YcKrckRUpnNxFibZKychMC52Llb/ysI0gIlVUEaa6PZIR1/IALqnQZDkpRhjbpdhSotLQ0spWUlDB79myOO+44PB4PpaWl1XuwKKcqKyuTvj3P5+1x48sMRnmGI6XRIEUGtxJMiFKECdFk4Z7LBvDU5BkpmcBs5vYuzXl3w04OSCKyzRzDhF0SuSbDxaKAn01qMIYJ7VsInIqZHYRSBt/HINMamS/xRsqlIn+KINCxf9+DuBhVlMFE9R1IlMocG+CiCy/AZrPx7vj/xSafKsxECh6qgQkkE49eO5T/TPgSVTbFMqHzgMVCnSwHFzatw5hte5FtZizWsuDbJorYJYk7HG6+DpRSKipkRzER1jHI1Efi+zROVTGaY/UPgUgfkcZdOpHdqGGVL0eV9C/gAWqRiahzpqoqw4ZezK+//a75TQnTK5LwETMliajbvQIDFvE9D6KTUVFTKwRZxmK3M7xnd96a+UvM/S+Ef9a5EC0mRnY6hofXbUMyy1jMElaLrNkIUcQuiTQ3mTnfYuPLkIdMWauQitfxmFFQ+SNFQiqEymZCtEBmPn5WE0BFNfymGtIh9Zt6nc/b4z4g3N08ZbPBivpOCUo2aKGPesesz61zEdXjwOF2MbD7Sbw793fdV7IimC0xjIgWEz2b1mFLIMgifyDiM1mtElZJC7xdksStGS6+DHlAgqwko8KNkGmJzBy8SZcu3k6IIlTOxMI2QvyCjyAYflMNqTqYqJ4Rbz1TpaoqF/XrS726+bw2ekz55VHJnKl4RyptqUjYeBDlTMXDUjY36coLz+frP/5me1FpWaARhsViAauVc5rXRxEFZu0rRrKbsdjN2KyyttkkLs1wgiAwy+/BJUvkyCLZJs2pEhE4Cwub9S6b8QoH39sIMRMvpai0o+xmlEwmTrly2EFfkkrrKO5EGJbD4cDpdEYee/Towfvvv09GRgZOp7N6DyaXlZ2oqsrNN1zL0uUrmPP9D+k5qAgT0UoaaFSOiXNP6cr2fYX8vaUglolw5tZqxerI4MmTW3HnPxvAKicw4ZQkHnZn8ZWvlB0o5MgiuabY4PtMLOxB4c8UjQYbIWNGQIaYIKTV2WeSd0yzg70ilZfBRPUeLIoJp9PJ5ZcM4a13xuHzeqvABKltQoLTpasSTDRu2IAT27bUSmzDTFhsER7CjyM6NuX3whIW+H2YraYYJuyiSK4sc58jkyn+UjyiQq5JTHCsWmGiKTIz8SYsr+dDZRUBjsPEuVj5Az+L8XPKNcMP7lpURf8CHqAWmdD9pnDFR5nfNJayez7dgIUKih50RwfYFU1ERRTddFBfu15PQIVH8ob1OYdvFy5jW5EnkoiKVIHom2C10KFeFl3z3Ly9ez8Wm8ZBhAlRJEMU6W61c7zJzNchT9JkFMAJWLAi8GOShNQ6gpSicjwmemKlEJW5QoATL7+kGi5KJfUvYOJQ2QiAW264jqXLlzPn+x/TVwvG98WpSDwRUbyNSJKMCi+zJ8laglY2g2zm2n7n89lvi9lR7C3jICrwxmpFtJl59eTWjFy/nf2SiNUiYbPJ2GwydkkkQxJpIJu42e5karAUQVKTBt9NkWmLie/wJsz5/psAWYg0RKIbFhohsbZxHcNvqiFVBxMHH3gDyOYIGGaziRHXXMWEj6dQsKugfEjiAaFsV0KyKplDBcmBicBiihgR0WLlv7deye1jJqGGgwurDSHaiNhsPHdWR95cu43lwRCSw4LFbsJul7HbtMc7nG5KVZXPvSW4JZE8k0SeSSRHlpAQORMLXlR+xJtgOCQEumFmLwoW/fewOl3Ur/bLpQAkMXV5SJKs9JEoRVEIhUIoipKwhULp10ustPRpDmEmup/ejfbt2vLS62+S0nAkrEFZWSbiVEEmMJl5/vZruPvdKfhEqYyJ6ODbYuHkpnU5p3Eej6zZhphhTmAiV5J53JXNV75S1qhBcqKYEPT/TsWMGZiNL2ZNVoADKGwjxImY2YzCD3ogcuZN11bvtamoDCaq92C6UxVm4rYR17GzoICPJn8C8ZVRFWEinod4LmIUXUZYMSbuGT6I92fPY2uRJ8qp0pO0evAt2m2M7n4cT63exio1lMCEQ5JoaDLxgCOTqX4Pu4QQOXIZE2E1Q6YLZr7Dy66oUsHlBFDQllKyI3IeVrJsGXS6uH91XpmK6V/AA9QuE6psjtzbZpOJEddcyYRJUyjYuZOUI97Ro9zlJWYh9f746o9IMkrSKj/CpbWyGdFs5blbruT2sZPKqkDMFs1vsuqbzYZot3Jnp2P4q9TH18WlWO0mLcCwy2RYtUDDIYn0sWXQyWzh02ApLllIGmi0x0xTZGbgjSzHqqLyFwEaIJGNNtDRBTPX9u1HVv161XdhKqp/AROHwm8Kq/sZp9O+XVtefO31JLYhPgkVlaBK8J2S8JHAhBD7sxjVgFOI5qIsQSvZ7Dx/83Bue+dTVJNZS85abTFMCDYrudkZvHxiK65fuQmvVcauM2G3yzhkCYck0cJs5ja7i8+DHrySSp5JSpjz3QCZbliYi4+telXtARQ2EuI4TBGb0hiZ516o5aZqYRlMVOgzquVMRBsQVJWbr70KWZZ47pXXy4ckmSOVcIAU+4EEpyquKYIg6XO69UzVcce2pFvHdrw2/Qd9FEODRbDZwWYDmw2b08H4nl35v7/WszQQRHZasWaYNQOSYcLhMHNnZhb5ssxoTxEWCeqYJfJMEnXNElZBogtmmiDzDV72xWWoNuqlId2w8Bs+/tS7eR6yIONfkKWqbWlMaEZCUFXuv+s2vpk5m9/m/5GciYTywUowkcqIVJCJuvn53HpxX+55b2pKJrDbubZLS+pm2nlk7XZEhwVrhpmMjDATJvLNJp5y57Ak6GdmwEOuSYwwYRFEBASOw8xxmPgWb2QNe4CF+LEh0AYT3bBwLCbm20Ta13bDnLAMJqpXgogqShEm2hzbkgF9e/PU8y8R8PlISMaWxwSQFJAqMyHHMGGy2nn1zmu54c2P8IumWCasVrDbwW4nK8vF+HM7ct/KLSwJBWOYyMjQHKtGZjOPubKYH/KxUPVRxyRGmAgrD4keWFlMgMX48aKwBD+tkMnQzbSAwBXXXE1mbm71XpuKyOCh+hX2m/RgIuI3vfpG6il6SjJG0mwxSsJEqiZrUXNXBZOZdsc2p1vHtrz2zU96cGHTR7rLggzsdmSnndFntuOz3Qf4rKgEmyPKb9KTUQ5JpLfNzoU2Ox8FS0CCfJOc0O28CTKnY+FHfKwiwEaC7EahE7ElqwPuub26r0zFZDBR/ZJjl766/+47+ea7WbrfFB9Ux/2cioloxQfkMYpLzEYH35ERbzOYLBE2jmvVktM6tuGlr3+KHciz2SJ2QrDbaN8wm8e7tODK5ZvYZxJ1+6BtDpNWNdjcbOZBRyY/h7ysFgLkm8SEbueZiJyPlTUEmYePP/BhQ4iZnpfZoD5dLrqwGi5GFWQwUSFVS+AtCIJ2Q+rGIjsrkztuvJ5R77zP1q3bUgATDj5I4UiliDpSZW9jSqainSoZQS4byRDMVm677CL+XLuFWUvX6qPcdt2pskUcqry8bD6+4CQeWbaR70u9yG4bVqclEmQ4HCaGu90Msjt4oaSQ3apCvlkiXw80nJJIE2TOwsLv+FiiLzemoLIAP/UQaaEvh+FCYHF2Bi3POK06Lkfl9S9YAqDWJZkAIXK/D+7fj7atj+WRp54tm+udMtiAhBLCig3tRamCTJitCGYrF5x1GtlZWYyZOU9zqmx2sNljmMBu595T2nJsnosRyzbhyzBjdVrLDIjDRI7VxMOuLOrLMqO9xZhkIkyEywrrInEeVlYQYB4+CgixhiCdMEWaqtVD4rkHHkI2HaL7z2Ci+mWyxNzvj95/D+s2bOS9CR8lGfGuCBPRitqXNkkbW1obE3zHMdGqRXOu738et749BdVijWUiiou6uZlM6tmZ5zfsZFpxKVanFaejjAmnWSZPlnnYmYVLlPgwUIJFEmKYALAicK5eZvsZHvxAZ8rKLwVRpPvN11XDhaiCDB6qXYIgaPebXvGRnenmjhHXMerd8Wzdti2OCbXs/k8ILNLYiFRBhhD1Q1zfg6RVIGYrt186gIVrNzN72XrdRmRoPNjtMTxY3Q7Gn9uRX4o8vLJzLxY9GeVwmDUeTDJOSeJkq427HW6+DXlYowca8fO+XYj0wkoRCnPxUQeR+lGNBht2bG/4TUeTJBkEIVIZNfiiC2nbuhWPPPEUqhJKXhlVWSYgRRwBER5EvcGaKMQssydEgm8rgskKJiu3Dr2QpZt3Mv2vNVqC1paBYLVBRkaECcGRwYlN6/DKKa25ftVmlqkKTocJRziesGhM1DOZeNiZiSAIfKV6cJgSGxGaEDgTK04E1hLiGKSYZrRn3HgtYm0uqxctg4kKqfrG/s02wgYEVeGum67H5XRw/8gnU0BCoiNV3jyMpDF3svLBuDUpw06V2QpmC6LFylsP3sqr02Yzf+MOzYjYM8DuQLBnaMBkZJCTm8WnA07j0+17eW7jTgS3DYtLc6qcDhMup5kz3A6ey8zhG7+HL32lZMoi9cwSDcwy+SaZbEELrq0IfI2XP/CzB4UTsURKcFtgYsy771Tbpai0RFmf15VkE40sVVUkCILGhH7vS6LA0488wOwffuKLr2cQPdKRmISKc5ySclFNTOhzWAWzhUdvGMbCtZuZ9NtfZcF3mAm7XePC6eT6E1tzZfsmDP1zDasENYYJp8OE225maIaTmx0uxnmL+Uvxk2/SuMg3yVgEEQsC3bFSH5HpeLAi0Doqa+vMy+XcO26qqctTvgwmql2CZNLuPZ2JDu3aMGzwQP7z9HPsP7A/TWK2nBGNZLYi/vekTAjlMtHv7NPp1KYFd4+fhmq1p2QiKyeTyX26ssTr494N2wk6LLicZn0z4bKZyJRlLnU4uTrDxaRASSTYqGeWI6PfAgINkShBxYXAXwQic79PvGwIdVu3qslLlFoGDzUjs62sF46icNdN12l+02NPE+MrxTChlvlSaUf5UgTdYQnhLcpGRI14C5Ks+UwmrXGUYLEx5sFbePnzWcxfv11PREUF32EeMjIwu52MOrs92S47V63ZQonNFOU3mXBZZVySxDFmMyOdWciiwKeKB7MskGeSYka/RQTsiPjRHNbFBCLLK/V74uFqvyQVlsFE9UsQUGVLxC+SBIGnH32ozG9KOVgRxwRUzD6oauK+MBgRHqLsRJiLSIJW42L0fTfx3pz5zFyxUWdAtxEOh7ZlZCA4HbRtlMPH53Tk1a27eHd/IXanzoPTjCtDxi1LZMkmrnA4GWzLYGqwlB1SkLomKWb0W0VlAyGcCCjAHLwUo+DMy+Xs20ZU7zWpjAwmKqRqC7wFUQSTHnyrKm6nk2ceeYAPP/mMH36eF9mf0BAkZVkUyY1IzEGF2J9FMcqICGXlIfrNIJi07oNYbNjdmUx44l6enDidb/5ZpxkQuwMcTgSHU4PF6cSW5WZs35NpnOfm4j9WsU4WMWVlkJFpw+U243KbaZxp4/m8OhxntvDf0gNsVINa8G2RaGiRyJVlWmOmGxb+JoALAUdUhqp5t5Pp3P8QdOUMK+WcDH0zVDWZLNq9qN/nF5zfg57ndOfOh0ZSWlIK0Y5VOiaSlUsRfn0aVZIJyZbBqAdvZ85fq3jp659QkzGRoRmTs1s34f1eXXlqzVZe3bkX3LYYJlwuMx0y7LySmYcgCozyFeGVFBrpTITnuYYQ8AP1EZmFjz16+XnPh+7FWt3NWyojg4makTWjzNlRFJ79zwN4PF4eeer5JInZcoLttGWDKfZVkgnBYmPEkAG0PqYxV74+gVLJnMiEvpndLv57dkf6tqzHkL/W8ZsSwu624nSVMeG2mOhosfJfdw6CCB8EiwlKagwT8/BjRqA/dpogMRMvyySFvo89WHPXpTwZPNSIBFHSRsn04NvtcPDMw/eV+U3hgCLl1Iu4ICOsZMF3siAjkpCirAokWZAhWxBMVmyuTCY8fg9PTJrOjKVrIwMWZDgRMjSfKbyJbhc3ndCCB7q04OoVm/jC48Hu1DhwuS24nWbcZplck8wwh5MRdiczQx4W4aeOWYrM/fai8js+jkWmHzZcCHyDl2DbFrW/dne0DCZqRrJZ+7dZD741v+ks7nzgEUqLS4gdrEjBRLoS81QJqejkbEzvA0kfuJDLuJDDTTftCBYbFqeLCY/dxbi583n3x0UaE3YHQoYTwRHFhctFXn4WE3t2RrJbuGz1FraZBFwuE26XRbMRVplMWaaLxcaTrmwCInymlCLKROZ+ryfEVkJ0w8LpWOmIiV/w0eCSAYbfdASoeme7W+1RhkLhiiEDOfWELlx35/9RUlSSOrgobxQjZeChS4ikbpPAIqZ0qjJz6zDluUeY+usiHv90JgGrDTKcmhFxuhB0UAS3mytObMtbvU/g8ZWbeWpTAX6XFWuWXTMgLjNul5n+uW5ey85jlRLkTU8RPhEaWmQaWGQaW2T+FgLIwBlY+AUf8/HhRWXAfx+v1stQaYW7mCbdjCxVVSUIAlgdkZFtAZVXn3qMHQUFPPjUs3Hlg0p6DtIFGtFBSvyaxZVkwpTh4K1H7kSVzFzx2gT2qmIsEy4X6Fv9enlMvug0Gua6GLhoLb+FgglM5LjMXOPO5CFXNt8HfEz2l2I3CTSyyOSYRX7FRxMkzsXGaXpiarHLwhkjrqmty5RcBhM1IkEylU1LQqV+3Xweu/9uRr03np/mzS9/DmsyJTAR5ir+4OFkZ+WYECw2rh/cn+F9e3Dh02NYUrBfY8LpjrETuFzgdNKrXTM+6XsC0/YWcuu6bey1yREmMjPNZDpN5FpMXOVw86Ari99Cfr4OecgwCRTKCusIcjJmLAg0QKYPVnpdPJC8Zk2r8UpUUgYPNSeLQ3vUmYj4TXfdT0lxSfrgIpmvlIyHZErKQ+K81rIgQ2MhM68On/z3YT79dTFPTJ1NwGIHh85DhiM20HC76dK8Pl9dcALrFZUr1mxlk0mI2Ae3y4w7w0SWLNPGYuVxVzbtzWYmBUvYJoZoYJaYL2g1HydhRkCgOSZ6Y+Wqpx+r9ktRKRlM1IjKqgW1e1lA5dVnHtf8piefSRNwk36DijERvUVGvcWy4FsfwY0Jvq0Z2DKzmfDEvWwtLOHaMVPYh1TGRThJ63KB242U6eK2k47l1dPb8sTmAp7dtQ8csm4jLGQ6zWRatKrZqxwubne4+UP18YPqxWwm4jc10asEc5C4tGlrbvrv0zV2XSokg4kKSVDVVN5M1aR6iqFkH+Ebe9WatXQ6uzdXXXIxb4T/oUxbGhj5alE/CnFGIrxPjAowiA06ouEMl7qHgtqmBFEDfgj4we9F8XuYNH0W47+ayZNXXkSXRvng9YDPA14PqqcUfD7weFBLS/l62QZeXbiay5rkM7iOG7XUT6jEh9cbwuMJ4vEGWVPk482i/ZgRGGC181fAz2ulhVws22miyhSFFLYSRGzXimn/LK6OU19pFRYW4na72TtjPK4Me/LXlJSS3fMKDhw4gMvlquVveHRIPVAAgbIGUq+MeZe7HnmC2Z9+xFndTtZfVJFR7NpjQg14+X3xXzz45nhu7NOdi7q2Q/B5kzKBx8P+/YU88fNSthd5eLhlfZoKYgITHk+IxV4v75QU0lCU2BAKsjwY4Fazk1AIikJaE8Kh742i+1WXV8u5r6wMJmpeaigI+3dGHKdQMMhZ/YeybcdOFs2ZjjMjQ39hRZiApPd6NBPhssHwayvDRDAAfl+EiZ07dnD3y2/TJDeLBy86lwyUlEzg8bBocwEj56+ik8vOzfWysfl0HqKYKA0pLPX7eLukkKVBPy0lE0MlOwdCKkUhhYycbEYuX4AzL6+arkDFZfBQO1I9RVC8N5KIXbVmLZ3O6ctVlwzijadHJh+xSyshCQ9CcjaS8RCeNqiEdBZCGgtBv2bL/D4Un4eJ02fywddzePqKAXRuVEfzm/RN9XnLWNC5WLtzL4/+toosUeT/GtXBHdB4iLYTpYpCYSjE554SvvN52KKEGCjZaKKaKFE0G9Fp4IXc8MmEajv/lZHBRO1ILdqj3W/6/fjK6Le56+HHmP3ZRM467dSyYLvsHWk+TYh5SM5E1M+R1xCbCFZCOhMhUDQ7EeHC79XshN/HrwsX8ejbE7mh5+kM7NJG8508peDzoIaZ8HrB60UtKWX66m288vdGBtfJZEiWk4BHsw2ajQhSGlLwhBSW+Lw8XXKAElXhFpMTkyJyQO+kfe3H79N1yMDqOfmVlMFE5VT9gbeqwoECCHgjRuTN9z7g1gceZdLY17n4gt7EAJJ09DryS+y+eKMRHWTEAxRtpMIGRFE0WHRjooaCUcD42LF9O4+8+T4iCv8Z2of6TqtuRLzgKSkzJF4v/pISxvy+gulrt3NHy/qc5cogVOonWOKLMSQLi0p5rWg/fwX8HC+buc3m5EBI5UBIwe9yc9df83HXza/OS1BhhWHZ992EtLBknTfMgOUgpIYCsG+H7tyDooToMWgYy1evYeF3X1Avvw5pmYBELirLROw3qjATnqJCXvxgMvP/WcF/hvala9O6KZnA62XVtl089ssycmWJe5vVJTukEizx4dWDDI8nSKknwLOF+/jMW8ppJgtXWB14dSYa9OnNlZ9+WI1nv3IymKgdqZ4iLUGrO09rN2yg8zl96XX2mUx869XY2z2diYpOPoV/rxYmohyraCYCflS/j+lzf+KVj79g2FknMqxbJ6SAT2PApwfg3jIu1NJSvlixmTf+2sBF+VlclpsJHn8ME0WeALfs28WqYICmokwLSeYUyUJAgd7jxtLpkour58RXUgYPtSNVVWH/Du0e0x39N8f9j1sffIxJb73KxRf0ImIjynPZYhKyKQILsaI8KGXBhhIVgPt9EPSh6n7Tf0aPR1AUHh3am/oOK/i8ZQF4koTUT+t38syfazk1M4Mb6mRj9msseMOBhi/Ear+f6/ftIkcUyRIETpdt5CsiAXcm9/7z+6FZehWDidqSGgpqsYReDagoIXoMvJTlq9awcNb0qvlN4YeUgbcYtS/qPZGR9Wge0g9ceIsKeeWjz/h1yXIeGXw+JzTKT5uk9ZeU8vaSjUzbsJObGuRyts2Cz6fEJGk/LC7kleIDDLLaWRUM0FiQ6SxYaN63N8MNv+mIUbUvrCYIAjiyQRUI36w3XXEZQy7swzV33s+ylavSlw5WZC6GrlVr1nHVzXeydMWq2JGNuLlKYz/4iPcnfaq3tNdLHWUzgsmCYLaBzQk2B3UbN+HtJ+7j+ov7cePoiTzx2RxKTVZwusCdheDKRHBnQmYm5uxsbj2zE5MuOo2fizxcsngty0Qw5zpwZtvJzDSTlWXh+JwMilDJFkUQYHrQi8Mk0sQic+nrLxyyoDtGUpouhJLRifBgJUgmsLsjDpUoCHw46mUEQWDoDbfh9/sSmajsdAtdEz/9nNsf+A/+QCCWiajmageKSnjwyf+yaOny9ExkuLBl5/LwTVcz5uE7eXf2b1z71mS2+JSkTOB2c2zTBnw48HSGdGjKiKUbeGHHHvyZNhxZZUxstMKX3lIG2zLoabMzylvEb4qPRvm5DB71cg1cgSrIYKJmZXWAZI44M82bNObdl59l8hfTeXnMu6lLasubyxqnYDDIXQ8/xviJU7QdKZj4fdESHnrqOYo9vqjlT5IwYXci2B307XEWX7/+JMUhgd5PjWHOuu3gzgRXJoI7C8HljjAhZGVx4fEt+WZQN2SnlYFL1/ON309Gpi3CxPhgCYsDfp7LzOH1rFy6Wqx8HCjF2/m4QxZ0x8jgoUYlCAI4cyODFagqNw2/lCH9enPN3Q8k+k0VnZqXZG73qrXruOqWu1m6YmVs0BHXgHPs/z7m/ckp/CZbBticCDYH9Ro1Yexj/8eIwf24acxkHv98LiWyBVyZGg+ZWdoUJbfORFYWp7dpwvQBJ9OmXhaXrNjIxJJSbG4L7kxtMztNPF68j1xJYnRWHg85s9lJiE/VUno8/uAhC7pjZDBRoxIkWfs3N9pvGv2q5jddf3N6vympH5U6YaX5TY/g9/vDRye2xFz3m554lkX/LC8rnY5woTVZE2zhJs0ubFm53H/dcMY+fBvjfljA1W9/yha/qtuIbM1vCjORmYk5J5ubT2nNlF5dWBwMctm6bSyTVDIzLWRlWlhvUXij+ABD7A5udWbxX1cOHS0WZppC9Hz+yZq5CJWVwUSFVCMrmguyCTLckWVhBAHefvFpmjSsT59h17JjZ0H5BqQCsEyd/g1FxcVM/vwLysoJY4HxBYKMfm88L48ei4KYCIzJEmVIHGBz0qVLJz5/7Sk6tm3NhU+NYeIfy1Cd7jJD4nIjuN3gduPOz+PJXifzWs+uvLNlFzcs28hmq4Qlx4HVbeWeXbvYFgoyrnF93q1blzOsNsZ6ilhzXCtaDRlUE6e/8jLmZdS8bM6oJfdU6tbJZfKY15i/aDHX3/OQvsRYCieqEkyMHf8hy1euZtWadaRi4utZc1i1dh0vjRqrz1lKwYTFFmGifpMmjB55L7deehG3vT2FR6fOptRsT8oEbjentm7Gl4PPpFPjPC5dvI539xchZNkpsIjctG0Hnew2Hm2UT79MF29l5dHWbCHj6uHYDweHCgwmalhaoJFDpD+BqjCob0/uufFa7n38WT7/5rvUyVlIwUWiNm7eyuK/l/LO/z6KK62NZeK/L7/OyjVrmf3zvIoxYXdhdmdx8/AhTHr2QWb8tZohL33A2mI/6LYingk5K4vrTmnHtAtPZqOgMmj5Rn5BYaqnlDF79/Ng/Tx61HGTm2HhPHsGrx3Tgv+b/HF1n/qqyeChxiXIJnBmxfpNzz9Bk4YN6DP8+jK/KdUE1gRekidrp06foflN06brBw6P9CXzm95BEaQEFpC1pVk1FhwINgedOx3PZy8/Tqd2ren/zNt8OP8fVIcLHFE8hANwPSE1sFNLvhlwMkKGhYHLN/KN34fNbeH/dhWwLRRkVMO6NLJbaGoxc4srkzcGDuaMG6+v0etQYRlM1LysDu186v1w6tbJY/I7bzL/zyVcf9cDqf0mSG8j4n4fO36C7jetLRvxjuJCECW+njmbVWvW8tKoMbHXPir4xmRBsNh1LpwIGU7qNWrCqIfv4o7LLuK29z5j5LQfKLXadSYyY5K0ZGbizs9h5FkdGHtOB6YeKOaaDdv5JRTgpq076JSh+U3ZdhO5ZhPn2TL45P33qXNMs5q7BpWRwUSFVO2l5mFFSqd8pZGbfNOWrZzabzB18/KYPXk8bld09724UqeEOazxJYQiRcUlfP7Nd/TrfT7uzKyoMhHtUdDfP3XaF8iSzAW9ziMyjy+6XCRZWaFeMuIrKebVDz/hx4V/8+QVA+jYIE8rofL7wFOiz2XyRUoLl28t4MlflpItiez1+Jm6eTeTOzTjDJs1UkoVyqtP408+wXaIg4xIeciPn+NyZCR/TXEJWWf0N8pDqkFqKAh7tmilSQCqysTPv+Kym+/i/ltu4Kn774zcs2WK+r3cOXsiy1evYdXaDfTrfb7WMVeUEpgoLS3lrXfeo2/P82nZvFl6JsIl6AFfWRmV38eXc3/i1Y+ncVOfsxjQtS1CuNTW69FL0MuYCJV6mPDXWt79eyNrC0txyRLfdWqBK6hEmLD1H0SDZ5+t+YtQjgwmaleqp0gvJ9RshBIKccmNd/LlrDnM/Hgc3U7okuKdqaYhJZaaf/XdHJo0bkj7du3KgotwoKEzsXzFSr6dNZsR11yFxWyqPBNBP2vWreehN9/nmPxcHrroXBwSZUyE5/aFS9B9PvbvL2TE7CVM3VBAn/xM/temCSFvQJum5FPIf3MszrO61+TpL1cGD7UrVVVh3zbwFId3sGnrNk698BLq1sll9sfj4vymaFWACVH3m2bMpF+v83C7MxN4IOI3fYlJlrmgZ49YHqJ7IehMqMGAxoI+JcNfWsJrH05l7sIlPHF5fzo1zNPLz/XpGN6yed9hJkqLSnj9z3W8uXwzBT4/k9o15XSbDa8vhNcbQsmrR/MvvsCUnVWDV6B8GUzUrtRQEPZuI7oB7cTPvuCym+7k/ltH8NQDdyfxmyAlD+Gnou735SvXsGr9evr17qX7TXrAHfW5Yb/pgt69aHGM7jfFlJ4nKT8PcxHQ/CbV5+Gr73/h1UlfcWOv07koPP87UoJeNm0vzMXvmwro+c2fAHzW4Rg6WcyR6azW/gNp8IzhNx1pqrHAG9CyUXu26I2lAFSWLF3B2YOH07JZE7796L0kRqSiDlX0kjBRhkOUtKXN0n2naFjUsAGJbiQSCwwBP1u3buP/Xn2bpnVyeGjQedgEVXeofGWGRHeoFI+HIVN+4PO12+nTMIe3u7TEEQihlPgJSiZcYz7E1OLY6j3ZVVAEll+/Sg/LqX0NWKpJqt8Du7dSNhqh8tKYcdzz+LM8cufNjLz71tTBd2WYCE+3qCwTajQH6ZnwFBXx3PuTWLp2Pc9fPYjGbnsiE7pztXPPPs753yx2lHhp47Jze8v69MlyongC0LIdrjfeQzCZq/VcV0UGE7UvtXA3FO8L/4bX66P3sGtZ8Nc/zPjwHU7t2ll7Kh0XtcFEpKlOEiaCZUmpGT/N44UPP+PO/j3o07FlyoDjm3/WMWjqT5zdIIeWGRY2Fnq4q2k+x5vNmK++Fduwq6v3RFdBBg+1L1VRoGAjBPWGnMCSpcs5e8hVmt804e1Evyltr4O4+avhOd7xnf3jklGgJwLCgXYCD3HN1+IGLdSgn+3btnHfa+NomOPm4Yt7YiekDVpEN2DTgwzF4+G2b35n7N8b6NsoF58/xB1N6nCK1UJAMOF++yPMLQ2/6d8o1e+Ffdtjqv5eeutd7nnsGR656xZG3n2bds9WxEZAYo+DGDtRvn2IfC8lPvAup0eI34ca8OMtLuSF/33CklXreO6K/jRzZ0SC7+jBvJ279tJjwiwO+Py8060tH6zciklRuatBHsd07Izz9XcNv+kIVI2UmocliCJk1dNvcg2Yju1aM3Pie6xet5EeQ6+kYNfuKnxwsuwWcaPkab5TeN1WyRRbVhgup5JM+lIBVrDYwWKjQaNGTHj6IU7q0JZ+T4xmwZZd2pIyDn2pJYcTweUmmOFgxKzFTFu7nbE9u3JT12O5YuFqXt+xl2BOBq4nnz8sgu4YpSwNMeZlVLcEsw3ceUSXCN51/ZU8++A9PPHym9z35PMooVDa8tnkH5ykYiT8WBkmRDk1EyZtSZkwEzZ3Jv+58UoeG3E5N4+eyLs/LETV1zjWlh/TltHYGIRzJ35PUTDEr1eex4zBp7NOURiwaA2/O1w4nn31sDAeMTKYqD05c7T7SufBajHz5fi36NK+HT0vu1Yr/4b0pecVUSWZEML3vxjNhVxWXhjDhLYJVjs9zzyNL156lHlrNjH89Y/YEySBic82FDBo6k/0bNGAT4d056XzuvBK9/Z8vPsA72XXPyyC7hgZPNSaBFGE3AZaMKzf8x3btmbmR++yev1Gelx6TdX8psgBon+OrioUtfs+ig1BELQRwDALMTxIUbbChCCbopbh09Y3rt+wER88eR+ndmpPvydHMX9Tgbb2t+47CQ5tOb6gPYMRsxcz9u8NjOnZlakDTmVcj47MLCrl8tVbUO7/z2ERdMfIYKLWJJitmp2IWo74rhuu5tmH7uWJl97gviefQ4kuO0/7YeUdrLwXRL00vAxlzHxmGW3d6jguLHawZiBYbFjdWTx8/eU8fdNw7hr3Ga/Omo9iy9CmKYX9poDKuRPnciAQYuZl59KjbRM+6N2FOzofw9gSH8qDTxh+0xGqGh3xDkv1lcLuLUTPOVr0zzJ6X349Drudr/83Vit51b6S/pCi1DyubCryqJfVCmLFF2lPGP2OHtFIVnoe8KMGvOzdvYdbnxtFx2YNuXfAOQgBP/i8FBcWcslrHzFz2XrGDj6by49rGhkB//Sf9ajHn8alz7xy0OezuhTOUu1fMCttliqz67lGlqqapR7YpS0fE6VX3/mAux57hksu7MO7Lz6NxWqJelaIDRxqk4no5TPiy2wDftSgH8VbyosfTGHhijW8MeIScm0m8HpYtGo9F7wwHptJZvq1F9DSadVG/LxeDgQUfJfdTf2upxzs6aw2GUwcGqlKCHZt1kf5NJWUljLoutuY8+t83nn+SS4fdKH2REVG9xI6N0dVRkly5ZiIXkYmna0Ij37ro334vSz4ezkPjP6Au/r3oFfHluD18PpX33PXh9O5uFMrxg0+G7MS0kfEfVC/GeKIkYhmS/lfrBZk8HDopHpLYPcmfX1vTYv+WU7vK0doftP4t2h5TNOyN8SU0sYzISbai+j1usO2opygI6V9SFUdpftOqt/Lvr17uf3FMbRumM/9F/VADPtNBw5wyZuTNL/p4rMiflOYiZKzBuEeMLy6T2+VZTBx6KQW7oaS/TH7Xn3nfe569Gku6d+Xd196BovFUo6NIA0bYoVZSPhuCaPfwdSl5+EKqYAf1efhrU+nM+O3Rbxx3cU0cttZtGIdF7zwPjZZYvp1/WjptpfZCESkmx5HaNT84E5mNcpgonKqlcAbdCOyJ7rEFtZv2kLvy69j5+49THj9BXqfcyYVKx+ML5tKHWTM+G4WEz6eTF5uDrffPIKmTZrEfq+EJQKiymx1WGKcKn0JDdXvY8yUL/h58VLeunUY27YXcPEzY9i0ax+Tbx5MjxYNtDIqvx+8XoRTeyOdc2jW2EulCCx/fo/L6Uj+mqJiMjt3N2CpAan7dyYYkSlfzWD47f/H8W3bMGXsazSsX5f0ySgx1pCUE3j7/X4+/HgyM2bNplePc7lk8CDNUMV/t4Qgo3wmCPhZvHQ597z+Ps9dM4iV6zdzw5sf0rZ+HtNuu4R8q1zGhKIiXXoXQqMWNXBmqy6DiUMnNRSE3ZujpiZBIBDghvtH8v7kqdx9w9U888BdyKZw5rx6klH79u3nw0mTWb1mLddeOZz2x7VL/v1SBd/xc131pZbCS495i4u469V3yMmwsX3XXt6fPY+7+5zBMwO6Iwb8ZUzkNkC69E6tgdthIoOHQyvVU6QlpOL9pitvZOeuPUx47b/0PvsM7YloBqJ/jzTYjLMX0YF3JZJRSX2m6Pmt8UtTBspYUANe3v3sG2b/sYSxtwxj+85dXPzsWDbt3s/kGwfRo0V9VN1nwu/X/KZzD5MmtLoMJg6t1AMFUFoYM7I95ctvGH77vRzfrg1Txr5Owwb19WfKCbwT2BCSBt7btm/nsaf/y5q16+jS6Xjuvu0W8pP0aEpI0kam7AUjAXji8pReCPpZs34DN73wDl2bN+KNr+bStkEdzW+ymcDn1crPVZCG3mH4TUe4arTUPFqCNQNy6hNd59GscUPmfTGJ00/sQt/h1/PQsy9HtfOv6Aenzkp9Mf1rpnz2OS8+8ySXDR3MPQ8+wsOPPYnH44l6u15KJcaX2UplLfAlk1bSYbaAyYpgsSFarIwY0p/rB/Si253PcOJdzxJS4Zdn7qRHl+PAloFgz0CwWhHOGXjYBd0xiiyfk2IzVDNy1ylbZkw3Ihf37ckPn0xg284COp/fn69n/5DkjdGBRfTu8jO0dz/wEKUeD2++9AIhJUSv/oP4dubsxCNUgQnBbOH449oy7uHbGPzUaC5/aRwXndqJOU/eTn7dOmVMZGYjDbvnsDMeMTKYqHUJkgy5jbQOsbpMJhPvvvAkLz56P6+8M55zh1zJpq3b4t6YJEEb81xq+f1+Bl9+JfXq5nP18GG8NnoMV4+4mYKCXYnfL54JUY5iQvtdkE0RJjBbEcwWrE4Xtw3px4dz5/PB3N94Y8RQ/nv1QMQMRxkTx7Q57ILuGBk8HBIJNifkNdJvac1GNGvckHmffcjpJ3am75U38tBzr2rLR8a8MS4IT/zkqn+nZD5TuPQ8ajUAQTZpHdDNZSwIFhvXDuzLzYP60O3e/3LCPc8RAn55+vYyv8lqA7td85sOs6A7RgYTh0auPLDFBm4XX9CLH6Z+xLYdBXQ+70K+nv192ZPppqZWQMFgkKtuuJmbr7+W2V9/wYV9e3PlDTcxauw7Wnl7zEcKZVOUIlvUlIwELvSVMkxW6tevzzEN6/Hcp9/SqmFdZj91h+432TUuMrORLrvb8JuOAtVa4A0gWB2Q00DLLOnKdLv47L1RPP3A3Tw/+h1O7nsxfy1fmeZD4hyrFCosLOTVN9/izZdfID+/Dl07d+KTDz/gxK6d6TtwCL8vWBj7seG5GlLU3KWYuU1R8771xz0lPkZPm8nSDVuw2yy8esvltG3ZDCxWsFrBakM4cwDSqb2respqRwkGNG4zVCMSBAEhqy44s2P2n9ipAwtnTOWE49vTd/j1XHfvQxQWF5f3adEfnPQVP/z0MwA333Adubk5XHPFcL6YMpHvZs/hmhtvobCwMPYTo5mIzO2LWlommgl9m7dsLefd+Tg79u6n+/FtaVo/H5vLBVabxkRmLmL/EQgNjqn0+apVGUwcEgmSDHmNtcA1vE8QuPO6K5kzeTzrNm2hwzkX8N7Hn1J+sVb5TDzzwkvccM1VDOx/IR07tOftN1/j5huuY9g11/PxlE8TPzGeCcmUlomQbOa1KdPpes3/YTWbeef/RjB1/l+s3VtUxkTTtoj9rjt8g24weDiE0oLvJrrfpN3zmW4Xn739Gk/fdwfPv/UeJ/cbmt5vgnICkMoH4rH9cuKCDL0fgiDJ+hJkGhOCycruEh9vfv4dyzZsJcNm4eUbL6Vt86Y6D9omnjkAqVufSn+nWpXBxCGRIAgImXXAkRWz/8ROHVn47eeccHwH+g67luvufpDCoqLwm4gZ/U62ilLUY/Ro9xtvjeXSwYPo0P44ALqdcjLTp04G4MLBl7Bp8+bE7xhVSaLZhugAXOciKik1b9kaulx5NxO++4k37ryGS845ldvenYpXlLX+IZk5iBfegFC/2cGdvJqWwUSFVKuBN+gj33mNYybai6LI/bdcz/zpnxAMhehyfn/u+M9T7D9QFP3OJLYhbh5HlD79/AuuuvwyrFZrzP5+fXozZcJ4XnljNE899wKhUKjs08JlJjHBRlQWVwcmKMqMmvwlrftfyew/FvPRU/exYvJoRk//no9/WawZjwwn4tlDETucdlDnq1Ykiuk3QzUqwV1Ha0IYdR/n5mTz1QdjGfPcE0ya9jWtTz+f/33yeWKwESmbit6RXKPfeY//3H9fzD6Hw8GLzz7FVZdfRv8hlzFv/u+xHx9VepWQmIpiomB/MdeOfJ7Tr7qdnCw3Cz98k1mjniI/L5erXv0fHlWA/MaIfa5ByGtQxTNVizKYOGQSJBnqNAa7Pqqh39+nn9SVv2Z/yUW9zuPaux/krEHD+GvZihQfUn4gEQwG+fW33xnYv1/M/i6djmf61MksW7GCK6+/kQMHDsR9dBQTMVzIkQBckE3M+3sFJ18ygrteGM31A/uy4MM3GN7vPN598GZuGj2R71dsQGhzIuI5Q7XmO4ezDB4OqQSrA+o2j6kGEUWR+2++jvlffEwwGKJLr0HcMfJp9h8oTPIBSXio5BzWpN8ravpGTPAdNcoXbi4VFGVGTfmKNhddw+wFf/HRE//Hyo/f5O1vf2bir4u1SpEMJ2KPSxE7nn7Q363GZTBxSCW4ciEzn+jKjtycbL6a8A5jnn+SSdOm0/q0HvxvymdlflMVbvlvvpvFsEuGxOwTRZGbrr+Wl//7DNfdfDuffj4t8fslVA2GA/Cypmu7DhRz7X+e4/QrbyMn083CiaMYMbgfdw0byKCzT+Wi/77LHmsmYu+rDb/pKNIhOROCyQJ1mmhd/qL+8e90XFsWzPiMp+6/i3c/msyxp57Di2+9S6nHm+RD0hM054cf6dnj3KTPZWdn8eG4t6mbX4dBlw1nz56yJlfpSkUUQeTTb+fQue9QbnviBQacdxZLv/yQIX3Ow5WVzcdP3cdvK9czatYfCGdcjNDg8Gl+kFYGLIdcQoZbKymMmmcnCALXXTaEpXO/5oyTTuCK2+7l5N4DmTH3R33cIx0Dsc+pqkphYRF5eblJX33aqafw2ccTeH30WF5+/c2YAD8dEwdKvDz++hhandOPz2f+wBsj/48fJ4ymdcvmYLZy4+ALuLTnmbz2w18Ipw1AsKdag/Ywk8HEIZUgiAjZ9bXpGGU7yXS7eO/lZ/lu4jgKdu+h83kXcvUd97Fu46bwiyqcoP1z8RJOPrFr0iY6JpOJxx95iGuvHM6AocP46+9/4r5fCiYkmWWr1zPkprs5beBwBFHk58nv8vLDd5PhcoPZSqOGDZn6zP3Q/HjEDmdUaNmaQy6Dh0MuwWTRgm+rPodSv287tW/Lgq+n8NR9d/DuxE859vTzefGt9yj1eNKP7oWVonJEVdWEUtqk3yvMQtIAXEZB95v6XcptT73EgB7dWTrtA4b0ORdnZhYTH7+H31dv5M05CxC6D0ZocBiX0kbLYOKQS7C7ILdhot80bChLf5jBGSefyBW33s3JPfszY873Saqk0k3HgL1795GXm4skJe9/0KL5MXz5ycf8+tvv3H3/QwSDwdhPD1dIRQfhksSBklIef/Utjj3rAj6fOZc3Rt7Hjx+NpfWxLSKj4L1OO4m3//sYrnOHGH7TUaZaa66WTKqqQtEevbtzbBOErdt38NiLr/P+pE/Jzc7i5quv4Prhl2iBQ3RjteiOtVFNc/pcNDhSDpJOixYv4e4HHuaV556JlJJEvp/eIMFbWsLHn0zlldFv89eyFfQ4oxtP3nsrXY9rk7BuperIJlC/FTanu5rPVvUr0hBh1Z+4nMnBLiwqIvPYzkZDhFqSGgrC/h3gKyW2NAq+nzefh555kXkLFnFyl07cccM1DOhzPiazmaSNQqKYWL9hAy++9iZvvPR8+uOrKq+8MYpFS/5izOuvYLPFlr+Gmdi6ZQuj3nmPt8b9j1KPhxGXX8JDt1xHjtsZuwpA0I9QrzlivSMjCWUwcfhJ9ZZoTCjh6iTtHg8EAoz+YCLPvDaaPfv2c9nAC7ntuqvo1OG4MvuQhom33nmPBvXrcUHvXmmPX1Cwi2tvvpVhQ4cweOCAxO+nr2H867zfeO2tt/nki+k0blCfR+68iSsuugARNZYJSUZs3BYhborJ4SiDh8NPqqrCgV1QpC8pFtVwc+uOAh575U3enzRV85uuupzrhw3V/aYkTQfDDdYkU0IC6NIrr6Vg1y6aH9OMB++9iyaNG5f/3aIaS3lLS/j408955a13NL/p9FM1v6ldq4TOzrhz8ddvbfhNhqokzW/aCYHwIF2Z7/T9r/N56OnnmbfgT81vGnEtA/r2KvObojuaRzUdFASB73/8iT8WLuLeO28r9ztM/vQzJnw8iffHjCY7O7YMPtx0bevmzbrf9IHmNw2/lIduuZ7cTKfGgd6slmAQ8psh1jvMp+TpMpionA5pCkIQBK1cJK+xVkIVlXlqUK8eY198hhW/zKbveefy1Cuv07jTqQwbcTszZs8tyywlyVapqoooVqympNPxHZn8v/d54NHHmT7j25jPWPzXP9z90EiatD+Bq2+9mwb16/H9tEl8O+kDTujcKXb+ks2B2LwzcqsTjwjjESNBTL8ZqjUJkoyQ01Ab6Ys+94JA91NP4ecvpvD1R+OwWiwMvf4Wjul6Og8++RzLV6+JeW281m/YyDFNmyTsTzi+IHDnrTdz+SVD6T/kMnbuLIg85/P5mDb9GwZdfjXNOp7IG++8z+VDBrH2j594+Yn/kJuXF8uEKwex3WlHTNAdI4OJw0aCNQPqNNVLz8vubZPZzG3XXsHa377n2Yf/j7m/zKPLuX05rc9Axoz/kH1xJeLxWrd+A82blT9nrk6dPKZOnMDP8+bx2NPPxoya7NxZwGujx9L1zB6c3utCFv+zjDeff5qVv83l6kuHIpmtsesb5zdBbHPKERF0x8jg4bBRZI5rfjPtntL2AtCgXj5jn3uCFT/OoG+Ps3nq1Tdp3PU0ht10BzPm/JAwIpdK02d8S7OmTZg1fRq3jrieO+97kKeffzFmal7yLyey6O9l3P3I4zTpeBJX33YPDerV5fvPPubbSeM5odPxenMps2YnbA7Ell2RWp1k+E2GqizNb2qgNV6Lm6/dvdvJ/PzVp3z98ftYrRaGXnczx3Q+lQefeJblK1en/dxNm7fQpHGjCn2HwQMH8NhDDzDosuGsWbsust/n8zHtq+kMGnYVzTqewBvvjNP8pgU/8/KTj5KblweiXNas1pmL0OaUIybojpHBRIV0SEe8o6WqqjbyXXIArYFIbHZ2z759vPPhJMZ//AkrVq8hNyebXueeTc9zz+bMbqdSv0H9yEhGSUkJ19x0Kx+Pf6/Cx/f5fAy/bgT169ZFVVWmf/sda9auIy83l0sGD+TGq6+gVfNmZUsEhNc1DgVRLRkI2fU1g3IEKZKlWvt3+ixV8/ZGluoQSA0GoHCXNvqdpHPzkqXLGPX+BKZM+4r9Bwpp17oVvXpoTJzUpTMZTmeEiY+nfIqiKFw65OIKH3/Z8hVce9Ot9L+gLwsXL+bbWbM5cKCQTh07cMVll3DlJYNxOexxTIS0pWac2ZoBqYZ5hLUpg4nDW6q3RGMiFExgIhgMMW3GTN798GO++/4nJEnizFNPplePszm3+5m0bd0KyWSKMHHFdSN45blnycrKrPDxX379TX76ZR4ndOnMjFmz+GXefERRpPf5PbjuyivoeU53RJTEJfhEETLrakmEI0gGD4e3VFWFwt1QtJfE9YkF9uzdzzsfTWb85E9ZsXqt5jed052e55zFmd1OoX79+pHy8OjlxC4YNISJ77+Lw+GIHOf9/33I519N5/0xo2OYKSws5NfffmfGzFmxftPFF3HjVcN1vynJmsaWDISchobfZKhapYaCWkVIwBtTDRLmY8k/yxk17n+633RA95vO0fymE7qQ4XBGRrxfeu0NOnXswFlnnlHh42/esoUhw6/m/HPPZtmKlXF+06VceekQzW+KLEMZZSuc2eDMMfymo1yHTeAdlhoKagG4pzi2LEqHRlVh0d9L+eTLr/lm1hyW/LMMgCaNG9G10/G0ad2Kuvn5fPPdTF585imys7KwWi1YLBYCgQBer4/CokJ27Cxg2/btrFq9lhWrVrFoyV/8s2w5qqqS6XYzZNBFXNinNz3OOQtZllHDa/FFgyKZwJGFYD6Mu9GmURiWA+uXpYXF3aytAcshlOorheJ92nqoSZjw+fx8PXsuX86YxTez57KzYBeSJNHxuHZ0aH8cbVu3Zv2GDRxzTDMG9e+Hy+nCarUgyzI+nw+Px8uevXvZsXMnm7dsZcWq1SxfuZLfF/zJtu3bATiubRsG9u/HxQP6065tG+17JWPCkgEZmdrI9xEog4nDX6qqQukBjQlVTcrEjp27+OSrb/h65mzm/jwPn8+H0+ngxM6daNeuLW1ateKDjz7m9Refo37dutjtNqxWK6qq4vV6KSktpaBgFzt2FrBuwwaWr1zFP8uW8cfCRZSWliJJEr3OO5cLevdi4IX9yMnRRrA1JkJlXKgq2NxgcxxxzhQYPBwpUoMBrfTcU0R8ghZBQAUW/b2MT776mm9mfc+Spbrf1KghXTsdT+vWrWjTqhUNG9QnNzeHu+9/iCkTxif4TXN//JmXX3+T3j3PY8eOnTF+U8MGDejT87yI3ySJYtw633pwIZnAkX14d/FPI4OJI0Oq36PZiGAgNimF9rPPH+DrWXP5csZ3fDNrTpnf1L4dHdq3p22rVixasoRzzz6Ls888vUp+U5tWxzJ44IBYvyl6re9w8G2xgz0TIcVc8sNdBhOV02EXeIelBv1Qsh98nqSZ3PDP23cW8OvvC/n1jz9Y8vdSlq9czfYdOyp8HLfbRZtWrTiubRtOOfEETjnpRMZ/OJGszEzuu/uO2O8UhkUQwOJAMFuTf+gRojJYVuBypYClsAh3s9YGLIeBVG+JxkQomJIJRVVZumIV8xYs5Lc/FvLP8hWsWLWG4nKXIytTo4YNaX1sSzof35FTTjqBY1u04Na7/48Xn3mSjh3ax36ncPAtmcDqOGID7rAMJo4cqYqiBeClhZRVSRHHhUipx8Pvi5Yw74+F/PHnIpavXM2adevLL5vVZTKZaNmiOW1bt+LELl045aQTKNi1iw8nTeGjce9gscR2JFcVRav6MFnBYj8iA+6wDB6OLKkBn9Y3J0WVlMaHqPlNf/zJr38sZMk/S1m+ajXbd+ys8HFkSaL9ce3o0ul4TjnxBE49+SRaHdsy4V4vS0SFtFJTm+OIHagIy2DiyJLqLdHshBIkWQyBIKAoKktXrGTeH3/y2x8LdL9p9UH5TR3ateOWu/+P++++g9O7nRr7ncLBt2TSbIThN/2rdNgG3mGpoaCWxfWVJBndiG+IICKIEitXrebRp57hpuuuYe++ffh8frxeL2azGavVgtPhpG5+Herm55OTk51oLFSV+x8ZSf16dbn95hvLnpBMqLL5iIckrAgsG1enh6VJywrDsnr1aq644gp2795NZmYm77//Pm3btk143bvvvsuzzz6Loiicc845jBo1ClnWzutXX33FPffcQzAYpGPHjowfPz5S8jZ//nxuuOEGSktLadSoERMmTKBevXoHcRaOPKl+L3iLwO8huSERy/aJEggiz738Ks4MBy2aH0NxSTFer49AIIDVasVqtZCTnU3d/Hzq1c0nIyOxHHbPnr0MGX4Vr7/4HG1at9J2CgLIZlTJfGR0Zq6ADCaOPKmqAt4S8BZDKEAq5yrChSgRCIbofdHFPD3yPxTs2oXH48Xj8SCKIlarFZvNSn6dOhE7Eb4O0Zo+41s++OhjJrw7FpNJL5cVJZ0J0xEdcIdVEzyAwURNSw0GNL/JU0S6pFTERkgyxSWlbN+xk5lz5jL/jwX06Xl+Sr+p1FPKldffxPtjR9G4Ufo5sKqo9f040krKU+lItBFhXX311YwbN46ioqKE5452aX5TcVQJepJmg9FNB4H7Hn6U4zu2Jzc7p0p+U0lJCRcPu5LHHn6AE7p01nYaflO1MTFv3jxuvFGL0QKBAKeddhqvvfYaFouFWbNmcc8990ReW1BQQN26dfnzzz8BmDBhAs899xyiKCIIAk8//TS9eqVvtFptUo8QKYqiKt5iVSncrSp7tmrbvu2qsm+HquzfqSoHdqlK0R5VLdmvFmxYo151+WWqWrK/yptSvE+99cbr1W+//FxV/V5VVUKH+hRUuw4cOKAC6oHNa1X1QEHS7cDmtdprDhyo0GeeddZZ6rhx41RVVdUpU6aoJ598csJr1q1bp9arV0/dsWOHqiiKesEFF6hvvfWWqqqqWlRUpNapU0ddvny5qqqqevPNN6v333+/qqraPdC8eXN17ty5qqqq6vPPP68OHTr0IM/CkSslFFSVkgPa/b9ni8bE3m1JmXj7zdfUzyd9eFBM7Fi3Su3Xp7e6e+smVQ34VVVRDvUpqHYZTBzZUvxeVSnaq3FQDhP9L+ijBg7sPigmpkwYrz5wz92q4i1R1VDwUP/51a6a4EFVDSZqS4qiqIqnSFX2F6jKro36timWjf07VaWwjIMvpkxUx7z+Srn3/vplS9SzzzxD3b1pXeLzniLDbzpMbERYX3zxhXr11VergFpUVHQQZ+DIlhIKqkppoaocKNBtw3bdNhRE7INSvE9VS/ar/33iMfWnmd8clI3Yv22jetGFF6hb160x/KZqZqKkpET1+/2qqqpqKBRSBwwYoL766qtJP69Pnz7qCy+8oKqqqu7Zs0d1Op3qtm3bVFVV1Z9++knNy8ur7J9dZR0x6RZBEBAsGQjOHMiqpzUhMNu1dfHiZLfbtDUsq3QgUVtaw2Ln1TdGc17fC8Fk4ajuyFdNnQgLCgr4888/GTZsGAADBw5k/fr1bNiwIeZ1n3zyCQMGDCA/Px9BEBgxYgQTJ04E4JtvvqFr1660bt0agJtuuiny3IIFC7BYLHTv3h2AG264gc8//5xAIHCQJ+DIlCBKCHYXgrsOZNaFjEyty22Sa2a32SgtrSIT+ihefuNmfP7Fl+TUbwSyKapxyVEog4kjUoLJguDIQsiqB646YHNq/34nWfPeZrXhqZKdEDS7Y7Iy6JLLePr5FxAs9pi1ZI86VWO3WoOJ2pMgCAhWB4I7D3IaaV2frQ6txFV7QcJ7Sks92G3ll4M3bdKEF595kuHXjcAf0KcbmW1gc2nHMPymCqmmeQDYs2cPjz32GC+99NJB/tFHvgRRQrA5EVx52uoxNjfIye9Vu91GSUlp1Q6k+03uOvX5ZOrn1G/W3PCbKqiKMmG32yPVZn6/P1K1Fq9t27YxZ84cLr/8cgAURUFV1chUgv3799OwYcOq/MVV0hFZMy0IgjZ/zqTNsVZVVZv3qmrNbOxOiaZNmmg3eLJK+vgS9fBalqIUA8VRjEeMCktKUi5uX1hSoj0WFsbst1gsCXMbN2/eTP369SOlT4Ig0LhxYzZt2kTTpk0jr9u0aRNNmpQtbdW0aVM2bdqU8rmtW7eiKErCc06nE6fTyfbt22lcgTVGj2YJoqQ16LDYgbjGZ6pK8+Yt2LZtG9pdnYwJkYTyQ71M3WAiyXMYTBzuEmST5ugQ19BGXw+8a5fOeH0BkveCSTaVSWfiKCkPrIyqiwcwmDhUEgRBC4z1Odaa3xTQfSdVNw0qVqs1qfOazG86/sRT+GzaF5iTXOejXUeKjRBFkZtvvpmRI0fidh9hS7bVsDS/yaZtRPtNWp+ONm3a6DGE4TdVRLXNBMCGDRvo378/a9asoU+fPlx//fUJxx4/fjy9evWiTp06AOTm5vLWW2/RuXNnsrOz8Xg8zJo1q0p/c1V0RAbe8RIEQXewNCdLAJ59wcjslSez2UzdunVp1Oq4tK9zOBw0ipvH9eijjzJy5MiE1yabL59M0a+Lf026uZEV/fx/uwRRBNEc+f2kM7ofui9zBMlg4uiUIAggydqm6677HjiE3+jIUE3wAAYTh4MEfa4psjlm/4WDL6nU55iPkp43FdWRZiOmTJmC2Wymb9++ab+voUS/6ZxexjmriA4lE02bNmXx4sUUFxczbNgwpk6dytChQ2NeM27cOF555ZXI74WFhYwaNYoFCxbQqlUrvvzySwYNGsSyZcuS9nOpbv27/sU0FCOr1cr69evx+/1pX6eqagIEyUYyGjVqxJYtWwgGg9oSbKrK5s2bE0YZGjduHFMysnHjxshrGjduzJw5cyLPbdiwgQYNGiCKYsL7ioqKKCoq+lc1zTFUszKYMGSoTNXNAxhMGDqydaTZiLlz5zJnzpyYkcJ27drx1Vdf0b597ColhgxVRYeKiWg5HA6GDh3Khx9+GBN4//jjj5SWlnL++edH9n333Xe43W5atdIaBV9wwQVcffXVbN68mWbNmlXobz4o1dZkckP/Dp155pkxDRFOOumkhNesXbs2oUnI6NGjVVVV1cLCQjUvLy+mSch9992nqqrWPOGYY46JaZozZMiQmv+jDBk6CBlMGDIUK4MJQ4bKVJM8xIt/eXM1Q0eGKsLEmjVrIs3VfD6fevHFF6sPPvhgzGuuuOIK9aGHHorZt3DhQjU/P1/duXOnqqqq+uuvv6rZ2dmqz+ergb8kUUbgbahatWLFCvXkk09WW7ZsqXbp0kX9559/VFVV1WuuuUadNm1a5HVjx45VmzdvrjZr1ky95pprIvCoqqpOmzZNbdWqldq8eXO1f//+MV0Qf/31V7VDhw5qy5Yt1e7du6tbtmypvT/OkKEqyGDCkKFYGUwYMlSmmuYhWkbgbehIUEWYeOedd9R27dqpHTp0UNu2bavecsstqsfjiXxGYWGh6nA41LVr1yZ8/iuvvKK2adNG7dChg9qlSxd11qxZtfOHqap62K/jbciQIUOGDBkyZMiQIUOGDB3J+ve1ZzVkyJAhQ4YMGTJkyJAhQ4ZqUUbgbciQIUOGDBkyZMiQIUOGDNWgjMDbkCFDhgwZMmTIkCFDhgwZqkEZgbchQ4YMGTJkyJAhQ4YMGTJUgzICb0OGDBkyZMiQIUOGDBkyZKgGZQTehgwZMmTIkCFDhgwZMmTIUA3KCLwNGTJkyJAhQ4YMGTJkyJChGpQReBsyZMiQIUOGDBkyZMiQIUM1KCPwNmTIkCFDhgwZMmTIkCFDhmpQRuBtyJAhQ4YMGTJkyJAhQ4YM1aCMwNuQIUOGDBkyZMiQIUOGDBmqQf0/nE2OXS5HzLcAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 1000x150 with 10 Axes>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2023-06-30 12:27:34.375 python[12301:915887] +[CATransaction synchronize] called within transaction\n",
      "2023-06-30 12:27:34.507 python[12301:915887] +[CATransaction synchronize] called within transaction\n"
     ]
    }
   ],
   "source": [
    "participant = 'P002'\n",
    "session = 'S001'\n",
    "run = '002'\n",
    "\n",
    "data_type = 'gamma'\n",
    "\n",
    "psd_data = Filtering(sub_nr=participant, ses_nr=session, run_nr=run)\n",
    "psd_data.decompose_data(freq_band=data_type, method='iir')\n",
    "psd_data.compute_and_save_filtered_psd(data_type=data_type)\n",
    "\n",
    "\n",
    "psd_data.psd.plot_topomap()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Compute and save decomposed data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "valid_recordings = get_valid_recordings('raw')\n",
    "for recordings in valid_recordings:\n",
    "    sub_nr, ses_nr, run_nr = recordings.split('_')\n",
    "    test = Filtering(sub_nr, ses_nr, run_nr)\n",
    "    test.decompose_data('delta', 'iir')\n",
    "    test.save_decomp_data()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "filt_arr = Filtering(sub_nr=participant, ses_nr=session, run_nr=run)\n",
    "#filt_arr.vizualize_artifacts()\n",
    "#filt_arr.compute_SSP_projectors()\n",
    "#filt_arr.plot_eog_projectors()\n",
    "#filt_arr.plot_ssp()\n",
    "#filt_arr.save_ssp_data()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "filt_arr.decompose_data('delta', 'iir')\n",
    "filt_arr.compute_and_save_filtered_psd('filtered')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "filt_arr.filtered_arr.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "filt_arr.save_decomp_data()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "filt_arr.compute_and_save_filtered_psd('filtered')\n",
    "filt_arr.psd.plot_topomap()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# valid_recordings = get_valid_recordings('raw')\n",
    "# for recordings in valid_recordings:\n",
    "#     sub_nr, ses_nr, run_nr = recordings.split('_')\n",
    "#     test = Filtering(sub_nr, ses_nr, run_nr)\n",
    "#     test.compute_and_save_filtered_psd()\n",
    "\n",
    "# test.plot_psd_comparison('Data/PSD_data/sub-P002_ses-S001_run-001.mat', 'Data/PSD_data/sub-P002_ses-S001_run-002.mat')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# title = f\"sub-{self.sub_nr}_ses-{self.ses_nr}_run-{self.run_nr}\"\n",
    "# clean_data = self.ssp.to_data_frame(scalings=1)\n",
    "# clean_data = clean_data.to_numpy()\n",
    "# clean_data = np.transpose(clean_data)\n",
    "# clean_dict = {\n",
    "#     \"Clean_data\" : clean_data[1:, :]  #First column of dataFrames is not data\n",
    "# }\n",
    "# sio.savemat(f'{self.dir_ssp}/{title}.mat', clean_dict)\n",
    "# filt_arr.ssp.apply_proj(True)\n",
    "# title = f\"sub-{participant}_ses-{session}_run-{run}\"\n",
    "# clean_data = filt_arr.ssp.to_data_frame(scalings=1)\n",
    "# clean_data = clean_data.to_numpy()\n",
    "# clean_data = np.transpose(clean_data)\n",
    "# clean_dict = {\"Clean_data\" : clean_data[1:, :]}\n",
    "\n",
    "# sio.savemat(f'{var.DIR_SSP}/test2.mat', clean_dict)\n",
    "\n",
    "# from utils.data_processing import read_eeg_data, read_mat_data\n",
    "#testing = read_mat_data('Data/SSP_eeg/sub-P001_ses-S001_run-001.mat')['Clean_data']\n",
    "#info = mne.create_info(8, sfreq=var.SFREQ, ch_types= 'eeg', verbose=None)\n",
    "#raw_array = mne.io.RawArray(testing, info)\n",
    "#mapping = {'0':'F4','1':'Fp2','2':'C3','3':'FC6','4':'O1','5':'Oz','6':'FT9','7':'T8'}\n",
    "#mne.rename_channels(raw_array.info, mapping)\n",
    "#raw_array.add_proj(filt_arr.eog_projs).plot()\n",
    "#filt_arr.ssp.plot()\n",
    "# test_dict = {'Clean_data' : raw_array.to_data_frame(scalings=1)}\n",
    "# sio.savemat(f'{var.DIR_SSP}/test.mat', test_dict)\n",
    "# test2 = read_mat_data('Data/SSP_eeg/sub-P001_ses-S001_run-001.mat')['Clean_data']\n",
    "# info = mne.create_info(8, sfreq=var.SFREQ, ch_types= 'eeg', verbose=None)\n",
    "# raw_array2 = mne.io.RawArray(test2, info)\n",
    "# mapping2 = {'0':'F4','1':'Fp2','2':'C3','3':'FC6','4':'O1','5':'Oz','6':'FT9','7':'T8'}\n",
    "# mne.rename_channels(raw_array2.info, mapping2)\n",
    "# raw_array2.plot()\n",
    "#filt_arr.ssp.save()\n",
    "\n",
    "# testy = read_eeg_data('ssp', 'Data/SSP_eeg/test2.mat')\n",
    "# testy.plot()"
   ]
  }
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