analysis.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pomegranate import*\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 157,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "import numpy as np\n",
    "from scipy.stats import kde\n",
    "import json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 158,
   "metadata": {},
   "outputs": [],
   "source": [
    "from hmm_helpers import build_hmm\n",
    "from helpers import WindowType"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 159,
   "metadata": {},
   "outputs": [],
   "source": [
    "sns.set(color_codes=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 160,
   "metadata": {},
   "outputs": [],
   "source": [
    "ffile = \"../\"\n",
    "hmm_file = ffile + \"HMM_Model_0.json\"\n",
    "path = ffile "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 161,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Start state: \n",
      "Distribution:  None\n",
      "End state:\n",
      "Distribution:  None\n",
      "====================================================\n",
      "State:  GAP_STATE\n",
      "State weight:  1.0\n",
      "Distribution:  Distribution\n",
      "Distribution name:  IndependentComponentsDistribution\n",
      "Distribution name:  UniformDistribution\n",
      "Distribution params:  [-999.3455711329824, -998.6544288670176]\n",
      "Weights:  [1.0, 1.0]\n",
      "Distribution name:  UniformDistribution\n",
      "Distribution params:  [-999.3455711329824, -998.6544288670176]\n",
      "Weights:  [1.0, 1.0]\n",
      "====================================================\n",
      "State:  OTHER_0\n",
      "State weight:  1.0\n",
      "Distribution:  Distribution\n",
      "Distribution name:  IndependentComponentsDistribution\n",
      "Distribution name:  NormalDistribution\n",
      "Distribution params:  [22.149529147269586, 6.472017206119533]\n",
      "Weights:  [1.0, 1.0]\n",
      "Distribution name:  NormalDistribution\n",
      "Distribution params:  [17.60325625601016, 4.265111039561485]\n",
      "Weights:  [1.0, 1.0]\n",
      "====================================================\n",
      "State:  TUF\n",
      "State weight:  1.0\n",
      "Distribution:  Distribution\n",
      "Distribution name:  IndependentComponentsDistribution\n",
      "Distribution name:  NormalDistribution\n",
      "Distribution params:  [7.776193623549874, 4.187483737430077]\n",
      "Distribution name:  UniformDistribution\n",
      "Distribution params:  [1.3822845319295303, 17.781524436895893]\n",
      "Weights:  [0.8891672507949246, 0.1108327492050754]\n",
      "Distribution name:  NormalDistribution\n",
      "Distribution params:  [12.460641255875986, 4.2569596276951485]\n",
      "Distribution name:  UniformDistribution\n",
      "Distribution params:  [1.3822845319295303, 17.781524436895893]\n",
      "Weights:  [0.7733836811269932, 0.22661631887300687]\n",
      "====================================================\n",
      "State:  HMM_Model-start\n",
      "State weight:  1.0\n",
      "====================================================\n",
      "State:  HMM_Model-end\n",
      "State weight:  1.0\n"
     ]
    }
   ],
   "source": [
    "#from IPython.core.debugger import set_trace\n",
    "\n",
    "with open(hmm_file) as json_file:\n",
    "    hmm_json_map = json.load(json_file)\n",
    "    hmm_json_map = json.loads(hmm_json_map)\n",
    "    #print(hmm_json_map)\n",
    "    \n",
    "    print(\"Start state: \")\n",
    "    print(\"Distribution: \", hmm_json_map[\"start\"][\"distribution\"])\n",
    "    \n",
    "    print(\"End state:\")\n",
    "    print(\"Distribution: \", hmm_json_map[\"end\"][\"distribution\"])\n",
    "    \n",
    "    states = hmm_json_map[\"states\"]\n",
    "    \n",
    "    #set_trace()\n",
    "    \n",
    "    for state in states:\n",
    "        print(\"====================================================\")\n",
    "        print(\"State: \", state[\"name\"])\n",
    "        print(\"State weight: \", state[\"weight\"])\n",
    "        distribution = state[\"distribution\"]\n",
    "        \n",
    "        if distribution is not None:\n",
    "        \n",
    "            print(\"Distribution: \", distribution[\"class\"])\n",
    "            \n",
    "            if distribution[\"class\"] == \"Distribution\":\n",
    "                print(\"Distribution name: \", distribution[\"name\"])\n",
    "                \n",
    "                if distribution[\"name\"] == \"IndependentComponentsDistribution\":\n",
    "                    distributions = distribution[\"parameters\"][0]\n",
    "                    for dist in distributions:\n",
    "                        \n",
    "                        if dist[\"class\"] == \"GeneralMixtureModel\":\n",
    "                            gmm_distributions = dist[\"distributions\"]\n",
    "                \n",
    "                            for gmm_dist in gmm_distributions:\n",
    "                                print(\"Distribution name: \", gmm_dist[\"name\"])\n",
    "                                print(\"Distribution params: \", gmm_dist[\"parameters\"])\n",
    "                            print(\"Weights: \", dist[\"weights\"])\n",
    "                        else:\n",
    "                        \n",
    "                        #print(dist)\n",
    "                            print(\"Distribution name: \", dist[\"name\"])\n",
    "                            print(\"Distribution params: \", dist[\"parameters\"])\n",
    "                            print(\"Weights: \", distribution[\"parameters\"][1])\n",
    "            elif distribution[\"class\"] == \"GeneralMixtureModel\":\n",
    "                distributions = distribution[\"distributions\"]\n",
    "                \n",
    "                for dist in distributions:\n",
    "                    print(\"Distribution name: \", dist[\"name\"])\n",
    "                    print(\"Distribution params: \", dist[\"parameters\"])\n",
    "                print(\"Weights: \", distribution[\"weights\"])\n",
    "             "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 162,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Working with state:  GAP_STATE\n",
      "Working with state:  OTHER_0\n",
      "Working with state:  TUF\n",
      "Working with state:  HMM_Model-start\n",
      "Working with state:  HMM_Model-end\n",
      "Orphan state HMM_Model-start removed due to no edges                             leading to it\n",
      "Orphan state HMM_Model-end removed due to no edges                             leading to it\n"
     ]
    }
   ],
   "source": [
    "# this is the model we trained\n",
    "hmm = build_hmm(hmm_file)\n",
    "\n",
    "# make sure that no updsates occur\n",
    "#hmm.freeze()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 163,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x1296 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# visualize the model we just trained\n",
    "plt.figure( figsize=(20,18) )\n",
    "hmm.plot()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 164,
   "metadata": {},
   "outputs": [],
   "source": [
    "# load a sequence other than that we trained the HMM\n",
    "from train import make_window_regions\n",
    "from helpers import read_configuration_file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 165,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'regions': {'start': [1000000], 'end': [10000000]}, 'chromosome': 'chr1', 'reference_file': {'filename': '/scratch/spectre/a/ag568/GCA_000001405.15_GRCh38_no_alt_analysis_set.fna'}, 'no_wga_file': {'filename': '/scratch/spectre/a/ag568/m585_verysensitive_trim_sorted.bam'}, 'test_file': {'filename': '/scratch/spectre/a/ag568/m605_verysensitive_trim_sorted.bam'}, 'debug': {'log_bam_for_debug': False}, 'window_size': 100, 'fill_missing_window_data': False, 'fill_missing_window_data_factor': 0, 'quality_threshold': None, 'save_windows': False, 'remove_windows_with_N': False, 'mark_N_windows': True, 'mark_for_N_windows': -999.0, 'windows_filename': 'hmm_windows.json', 'outlier_remove': {'name': 'zscore', 'config': {'sigma_factor': 2}}, 'label_clusters': True, 'labeler': {'name': 'mean_diff', 'tuf_mean_min': 1.5, 'tuf_mean_max': 8.5, 'states': ['DELETE', 'OTHER', 'OTHER', 'TUF']}, 'clusterer': {'name': 'kmedoids', 'config': {'init_cluster_idx': 'random_from_data', 'metric': 'MANHATAN', 'features': ['mean'], 'n_clusters': 2}}, 'cluster_distribution': {'name': 'gmm', 'config': {'distributions': {'TUF': {'type': 'gmm', 'dists': ['normal', 'uniform'], 'weights': None, 'uniform_params': [2.0, 8.0]}, 'OTHER': {'type': 'distribution', 'dists': ['normal']}, 'DELETE': {'type': 'distribution', 'dists': ['normal']}}}}, 'HMM': {'name': 'HMM_Model', 'train': True, 'train_solver': 'baum-welch', 'lr_decay': 0.7, 'inertia': 0.6, 'verbose': True, 'save_model': True, 'save_hmm_filename': 'HMM_Model', 'start_prob': {'OTHER_0': 0.475, 'OTHER_1': 0.475, 'DELETE': 0.0166, 'TUF': 0.0166}, 'train_sequence_size': 100, 'train_sequence_source': 'region', 'train_n_sequences_per_source': 10000, 'train_windowtype': 'both'}, 'logger_file': 'tuf.log', 'logger_level': 'INFO'}\n"
     ]
    }
   ],
   "source": [
    "configuration=read_configuration_file(\"config.json\")\n",
    "print(configuration)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 166,
   "metadata": {},
   "outputs": [],
   "source": [
    "#configuration[\"regions\"][\"start\"]=[2000000]\n",
    "#configuration[\"regions\"][\"end\"]=[3000000]\n",
    "#configuration[\"remove_windows_with_N\"]=True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 167,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO: Window size: 100\n",
      "INFO: Chromosome:  chr1\n",
      "INFO: Regions used {'start': [1000000], 'end': [10000000]}\n",
      "INFO: Start index: 1000000\n",
      "INFO: End index:   10000000\n",
      "INFO: Creating WGA Windows...\n",
      "INFO: Reference file: b'/scratch/spectre/a/ag568/GCA_000001405.15_GRCh38_no_alt_analysis_set.fna'\n",
      "INFO: Alternative file: b'/scratch/spectre/a/ag568/m605_verysensitive_trim_sorted.bam' \n",
      "INFO: Not using quality threshold\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [1005595, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1007727, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1020443, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1020946, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1024643, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1025782, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1025815, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1028591, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1029056, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1029060, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1029062, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1029328, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1029424, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1029553, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1030707, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1030720, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1031162, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1032199, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1032427, 3, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1032825, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1032838, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1032990, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1032996, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1033003, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1033049, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1033550, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1033575, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1033707, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1033922, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1034786, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1035384, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1036247, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1036255, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO: Number of errors: 0\n",
      "INFO: Number of adjusted: 0\n",
      "INFO: Bam length: 8745784\n",
      "INFO: Extracting common bases\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [1048390, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1048392, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1048687, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1049143, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1049187, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1054937, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1055199, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1055201, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1057140, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1062860, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1062878, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1062935, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1064972, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1064977, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1066958, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1067887, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1068005, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1068006, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1068009, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1069015, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1069020, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1069021, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1072763, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1072766, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1072883, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1072892, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1073158, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1073399, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1073403, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1073616, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1073625, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1073653, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1073654, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1073837, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1074856, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1076086, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1076133, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1076302, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1077040, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1077913, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1077916, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1077921, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1078186, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1078576, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1078690, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1078791, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1078941, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1079350, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1079373, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1079415, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1079424, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1081120, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1081128, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1081133, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1081915, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1082131, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1082406, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1083512, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1087114, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1087115, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1090231, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1091754, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1091772, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1114185, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1115644, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1115648, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1115672, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1115759, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1115780, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1115905, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1115915, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1116157, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1117152, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1117156, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1117163, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1117235, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1117259, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1118119, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1118122, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1118476, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1118482, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1118484, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1118796, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1121731, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1121909, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1123309, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1123323, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1124023, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1124029, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1124041, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1124491, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1124571, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1125372, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1125748, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1126409, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1126410, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1126422, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1126668, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1127578, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1127592, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1128256, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1128261, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1129513, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1129517, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1129558, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1130401, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1130405, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1130408, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1131168, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1131319, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [1131422, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1131872, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1131878, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1131939, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1131941, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1132031, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1132040, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1133056, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1133145, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1133162, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1133166, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1133192, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1133195, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1133244, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1136423, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1136437, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1136455, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1136634, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1136776, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1136789, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1137033, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1137035, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1137124, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1137769, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1138075, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1138213, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1138225, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1138288, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1138292, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1138294, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1138296, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1138850, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1138856, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1138858, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1138870, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1138874, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1139089, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1139109, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1139279, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1140153, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1140301, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1140825, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1140866, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1140868, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1142205, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1142318, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1142330, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1142334, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1142335, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1142340, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1142605, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1142611, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1142617, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1142627, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1143653, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1144686, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1144870, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1144874, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1145667, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1145857, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1145884, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1145892, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1146623, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1146863, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1147785, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1147788, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1148010, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1166524, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1166530, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1166536, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1201041, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1201655, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1201716, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1202183, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1202187, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1202198, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1202744, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1202752, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1203735, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1203767, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1204187, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1204188, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1211468, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1211471, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1211472, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1212339, 3, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1219274, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1223763, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1223810, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1224042, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1224550, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1225964, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1225976, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1225985, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1225996, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1225997, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1226002, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1226778, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1227418, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1227419, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1227691, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1227692, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1228004, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1228052, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1228077, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1228078, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1228098, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1228105, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1228113, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1228116, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [1228117, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1229261, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1229262, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1229282, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1229905, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1229926, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1229927, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1230170, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1230491, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1232327, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1232605, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1232624, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1232640, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1232853, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1232867, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1234480, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1235289, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1235602, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1235691, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1235692, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1235697, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1236225, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1236227, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1236696, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1237774, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1238093, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1238094, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1238102, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1238103, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1238874, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1239270, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1239598, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1239608, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1239842, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1240760, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1240765, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1240770, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1240783, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1240800, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1240831, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1240834, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1240836, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1241575, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1241580, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1241598, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1243493, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1243502, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1243506, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1244677, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1246081, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1246164, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1246165, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1246184, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1248354, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1248360, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1248361, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1248375, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1248378, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1248569, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1249018, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1249567, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1250181, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1250185, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1250203, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1251353, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1251354, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1251839, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1252918, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1252923, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1252935, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1252940, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1254150, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1254505, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1254669, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1255490, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1256529, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1256548, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1256549, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1256757, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1259120, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1259901, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1259921, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1259982, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1259987, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1260048, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1260402, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1260405, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1260415, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1260512, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1260513, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1260672, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1260696, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1262382, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1262383, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1262426, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1262427, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1262916, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1265522, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1265579, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1265595, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1265602, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1265855, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1268488, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1270351, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1270871, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1270932, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1271059, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1271250, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1271254, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1271308, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [1271882, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1271894, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1272939, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1273087, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1273170, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1273985, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1275266, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1275274, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1275278, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1275359, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1275825, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1275915, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1277151, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1277795, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1277811, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1277996, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1278355, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1278707, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1278714, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1278954, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1279047, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1279429, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1279687, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1279706, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1280051, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1280101, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1280217, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1280227, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1280967, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1280974, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1280980, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1281100, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1282478, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1282540, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1284650, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1284651, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1284655, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1284656, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1284671, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1284672, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1286868, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1286876, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1287169, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1287379, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1287818, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1289862, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1289880, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1289885, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1290059, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1290079, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1290556, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1290567, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1290606, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1290978, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1290995, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1291209, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1291245, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1291945, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1291947, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1291990, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1292800, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1293869, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1295662, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1295728, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1295739, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1296411, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1296794, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1298494, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1298497, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1298871, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1299047, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1299063, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1299535, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1300228, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1300319, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1302243, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1302342, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1302347, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1302348, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1304138, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1305826, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1306124, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1307093, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1307147, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1307291, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1307435, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1308734, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1308878, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1308879, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1308988, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1309074, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1310747, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1310821, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1310826, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1311117, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1311299, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1311343, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1311975, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1311976, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1311983, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1311984, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1311988, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1311991, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1312163, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1313556, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1313954, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1313958, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1314312, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1314733, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1314739, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [1315381, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1319299, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1319304, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1319312, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1319326, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1320370, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1321218, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1321425, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1321429, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1323157, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1323432, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1323433, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1323447, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1323781, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1323786, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1323808, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1323814, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1323830, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1323842, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1324219, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1324226, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1324251, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1324252, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1324427, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1324482, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1324766, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1325536, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1325884, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1326102, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1326103, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1337886, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1338053, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1338058, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1338065, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1338066, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1341002, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1342419, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1342420, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1342434, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1342436, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1343388, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1343389, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1343399, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1344175, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1344185, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1344781, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1345021, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1346252, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1347090, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1347623, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1347851, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1347877, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1347880, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1347886, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1347892, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1347915, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1348225, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1348331, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1348898, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1348901, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1348907, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1349796, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1349797, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1351564, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1351570, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1351954, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1352369, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1353399, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1353468, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1353469, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1353477, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1353492, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1353497, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1353498, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1353580, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1354989, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1355863, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1356236, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1356299, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1356302, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1356653, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1356672, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1362938, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1362947, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1362963, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1362970, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1362978, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1362979, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1363003, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1364468, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1396190, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1397874, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1397940, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1398916, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1399541, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1406128, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1406621, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1406717, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1408895, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1408923, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1415560, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1415563, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1415566, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1415576, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1415580, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1415581, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1415618, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1417757, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1418964, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1419306, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [1419440, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1419457, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1421450, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1421609, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1421616, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1421669, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1421695, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1421741, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1421746, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1421761, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1421773, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1422047, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1422079, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1422279, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1422713, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1423877, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1424031, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1424116, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1424139, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1424440, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1424446, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1424450, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1424463, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1424950, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1425613, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1425617, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1426247, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1426440, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1426447, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1426481, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1428351, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1428352, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1428465, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1429300, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1429301, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1430003, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1430019, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1430184, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1430198, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1430242, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1431705, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1431722, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1431735, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1432725, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1432729, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1432747, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1432929, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1432936, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1432939, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1432943, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1433646, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1434088, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1434097, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1434102, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1434451, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1434460, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1435071, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1435072, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1435089, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1435738, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1435936, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1437706, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1437711, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1437754, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1437990, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1438003, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1438004, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1438259, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1438915, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1438916, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1439973, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1439994, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1440017, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1441429, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1441431, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1443137, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1443138, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1443155, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1443163, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1443168, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1443173, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1443180, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1443185, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1443946, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1443986, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1449808, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1452105, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1452554, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1460061, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1460067, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1462821, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1518665, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1520111, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1540088, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1540165, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1540170, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1540179, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1540187, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1540191, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1573409, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1573427, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1574642, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1584385, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1585597, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1585618, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1587433, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1587719, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1587720, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1587896, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1588072, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [1588316, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1589698, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1590005, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1591641, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1591816, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1591921, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1593377, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1594563, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1596088, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1596942, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1596986, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1596995, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1597016, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1597024, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1597323, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1598871, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1598872, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1599511, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1599518, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1599534, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1599540, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1599548, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1600125, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1600131, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1600580, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1601067, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1601071, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1601075, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1601301, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1601720, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1602569, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1602577, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1603445, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1603446, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1603451, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1603462, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1603948, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1604299, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1604321, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1605256, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1605258, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1605660, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1605708, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1605720, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1605858, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1605871, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1605882, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1605918, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1605930, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1606355, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1607370, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1607941, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1607954, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1607972, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1607977, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1609817, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1613189, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1613193, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1616213, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1616243, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1616250, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1616256, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1616261, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1629805, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1629814, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1629913, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1629914, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1629986, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1630006, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1631497, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1631507, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1631512, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1631539, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1632309, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1705562, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1705580, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1705585, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1713977, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1725661, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1745660, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1764696, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1779557, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1889877, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1890739, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1890744, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1890747, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1890982, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1890995, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1891517, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1891524, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1891528, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1891529, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1891532, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1891539, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1894198, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1894217, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1894898, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1898237, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1898239, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1898241, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1900070, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1900071, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1900079, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1900124, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1902190, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1902339, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1906931, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1908096, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1908128, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1910648, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [1911232, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1911252, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1911253, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1911271, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1911278, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1911540, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1911562, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1915196, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1915198, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1915203, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1915204, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1915975, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1916016, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1917011, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1918838, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1919056, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1919103, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1919606, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1919621, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1919638, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1919645, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1919822, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1919829, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1920700, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1920719, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1921494, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1921515, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1921679, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1922709, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1922760, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1924721, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1924733, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1924911, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1924925, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1924926, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1925058, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1925195, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1925202, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1926155, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1926173, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1926180, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1926189, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1926203, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1926242, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1926325, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1926329, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1926354, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1927593, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1927837, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1928259, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1928708, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1928719, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1928726, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1929064, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1929067, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1929623, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1931768, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1932815, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1932937, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1932948, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1932952, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1932972, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1932979, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1932990, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1932999, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1933496, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1934979, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1977630, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1988841, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1988847, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1988867, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1990406, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2008812, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2009098, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2009107, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2018121, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2019561, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2019562, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2019644, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2048004, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2095885, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2110187, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2121437, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2121450, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2121451, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2121462, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2121686, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2122007, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2122010, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2122013, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2122539, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2122572, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2122577, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2123128, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2123312, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2123326, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2124139, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2124352, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2124355, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2124805, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2125802, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2125805, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2125806, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2126142, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2126340, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2128084, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2128311, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2128833, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2129649, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2132437, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [2132984, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2133257, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2137216, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2142401, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2148856, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2150001, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2150092, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2150136, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2150449, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2150483, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2150491, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2150492, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2151481, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2151803, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2154146, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2154151, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2154162, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2154168, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2155657, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2155726, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2155733, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2175522, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2175528, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2187827, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2194672, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2195029, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2195045, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2195048, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2195064, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2204947, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2204950, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2206073, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2207667, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2208336, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2213802, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2213973, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2220362, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2222277, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2222280, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2222393, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2222412, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2222635, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2222636, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2224428, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2227970, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2227975, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2227976, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2228306, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2228563, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2228776, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2229012, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2229019, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2229024, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2229285, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2230213, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2230215, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2233326, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2233349, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2233350, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2246898, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2269981, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2270002, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2277008, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2277013, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2277014, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2280997, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2281059, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2281493, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2281541, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2281542, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2295984, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2295997, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2300858, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2308359, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2309675, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2310112, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2310119, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2310127, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2310134, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2310137, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2310150, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2311065, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2311536, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2311580, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2311583, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2311849, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2312442, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2314055, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2314063, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2314086, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2314099, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2314361, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2314380, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2314626, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2314821, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2315152, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2315161, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2315170, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2315885, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2315894, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2315899, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2316490, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2316497, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2317261, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2317267, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2317272, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2317769, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2317774, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2317785, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2317809, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [2317842, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2317895, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2318099, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2318100, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2318215, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2318220, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2319030, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2319121, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2320228, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2320278, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2320295, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2320642, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2321208, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2321238, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2321246, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2321412, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2321440, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2323093, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2323162, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2323170, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2323180, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2325730, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2325911, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2325944, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2325950, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2326099, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2326123, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2327287, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2327294, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2327298, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2327681, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2328046, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2329853, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2329854, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2330361, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2330465, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2330480, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2330481, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2330563, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2330570, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331237, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331247, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331248, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331257, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331263, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331269, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331278, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331279, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331465, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331469, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331482, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331485, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331487, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331496, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331500, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331507, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331803, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331811, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331936, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331937, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331992, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2332509, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2332649, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2332763, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2333317, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2333322, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2333323, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2333757, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2333761, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2333767, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2337717, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2338118, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2340028, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2340464, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2343951, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2344190, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2344206, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2345259, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2345442, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2346087, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2347806, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2347807, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2349792, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2350582, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2350599, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2350630, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2352197, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2352203, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2353202, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2353203, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2353417, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2355042, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2374572, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2374580, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2374591, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2401391, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2436460, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2451835, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2451836, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2451841, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2452066, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2453700, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2453928, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2453958, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2454293, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2455733, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2458701, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2458716, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2460100, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2460412, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [2462054, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2462099, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2462113, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2462115, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2462192, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2462201, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2462224, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2463118, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2463128, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2463142, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2463158, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2463162, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2465411, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2465839, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2465854, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2466514, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2466794, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2466803, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2467036, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2469339, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2469364, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2469801, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2470287, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2472860, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2511183, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2514619, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2514642, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2516556, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2518131, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2519443, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2526150, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2546264, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2564297, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2564298, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2568517, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2568524, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2592417, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2610154, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2628252, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2628643, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2628968, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2634737, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2634738, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2635099, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2635142, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2636220, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2637668, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2637686, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2637687, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2637707, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2637708, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2639133, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2640528, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2640553, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2640554, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2640586, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2640587, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2640948, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2640949, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2640964, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2640975, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2640978, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2641220, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2643169, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2654288, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2655250, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2655408, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2655409, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2656454, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2656586, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2656587, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2657190, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2658405, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2658812, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2660370, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2660382, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2660389, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2660517, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2660916, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2661555, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2661560, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2661575, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2661578, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2661586, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2661601, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2661607, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2661680, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2661723, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2661871, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2661875, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2662554, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2662565, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2662842, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2662843, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2663117, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2663474, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2663490, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2663502, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2663528, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2663536, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2663874, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2664075, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2664986, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2665005, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2665045, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2665063, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2666358, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2666459, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2666518, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2666904, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [2667053, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2667333, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2667423, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2667471, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2667640, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2667645, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2667647, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2668046, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2668049, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2668095, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2668376, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2668550, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2668977, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2669102, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2669136, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2669429, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2670055, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2670061, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2670143, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2670182, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2670271, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2670283, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2670301, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2670305, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2670391, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2671139, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2671148, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2671149, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2671435, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2671588, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2671623, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2671633, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2671658, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2671669, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2672037, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2672319, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2672320, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2672344, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2672351, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2672935, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2673046, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2673073, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2673596, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2673600, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2673603, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2673604, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2673776, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2674079, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2674310, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2674314, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2674316, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2674802, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2674818, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2674819, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2674831, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2675653, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2675890, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2676132, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2676453, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2676746, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2676755, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2676757, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2677000, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2677004, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2677007, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2677091, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2677392, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2677394, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2677413, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2677423, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2677434, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2677894, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2678873, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2678885, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2678886, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2679159, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2679890, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2680894, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2681166, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2681290, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2681502, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2681503, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2681520, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2681615, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2682128, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2682132, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2682133, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2682407, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2682408, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2682415, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2682426, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2683439, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2683668, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2684277, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2684803, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2684821, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2684846, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2685320, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2685323, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2685736, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2686833, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2686834, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2686839, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2686841, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2686961, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2686964, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2687081, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2687316, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2687434, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2687437, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [2687441, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2687448, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2687449, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2687455, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2687636, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2687965, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2689199, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2690016, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2690031, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2690186, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2690657, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2690892, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2690898, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2691904, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2691943, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2691958, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2692078, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2692082, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2692090, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2693097, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2694943, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2694983, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2695044, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2695194, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2695417, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2695652, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2695936, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2696742, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2696750, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2697079, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2697544, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2698077, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2698083, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2698177, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2698178, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2698276, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2698277, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2698484, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2698586, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2698587, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2698790, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2698799, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2698804, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2698823, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2698886, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2701974, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2702743, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2746941, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2746954, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2748375, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2748381, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2748724, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2748725, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2748735, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2748756, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2748758, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2748993, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2749401, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2752519, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2752650, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2753542, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2753996, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2753997, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2754001, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2754655, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2754661, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2755574, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2756096, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2756416, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2756433, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2756434, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2756578, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2756582, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2756587, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2756613, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2756771, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2756904, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2756944, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2756956, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2757237, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2758091, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2758145, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2758352, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2758361, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2758362, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2758545, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2758552, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2759017, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2759027, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2759028, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2759032, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2760036, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2760037, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2760436, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2760437, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2760442, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2760461, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2761295, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2762008, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2762017, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2762024, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2762059, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2762448, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2762453, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2763288, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2763328, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2763974, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2764057, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2764295, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2764678, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [2764699, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2764737, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2764739, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2764871, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2765510, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2765551, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2765876, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2766035, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2766859, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2766869, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2766872, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2766907, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2766923, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2767048, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2767159, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2767193, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2768423, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2768546, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2768564, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2768578, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2768611, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2768612, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2768794, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2768818, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2769048, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2769061, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2769179, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2769539, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2769720, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2769878, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2769904, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2769910, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2770321, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2770347, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2770362, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2770365, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2771714, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2771715, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2771794, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2771795, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2771875, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2772539, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2772620, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2772630, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2772632, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2772642, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2772647, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2772649, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2772668, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2772675, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2772847, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2772859, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2772861, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2772869, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2772874, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2773014, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2773026, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2774517, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2774525, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2774607, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2775357, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2775544, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2775667, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2775984, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2776452, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2778396, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2778436, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2778902, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2778936, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2778945, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2779331, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2779984, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2780010, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2780806, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2798173, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2798193, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2798206, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2798249, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2798254, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2798432, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2798673, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2798905, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2798914, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2798947, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2799018, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2799093, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2799096, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2800692, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2800711, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2800722, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2801341, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2801454, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2801677, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2801726, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2801877, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2801886, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2801903, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2801937, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2802693, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2802700, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2803528, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2803571, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2803761, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2803764, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2803776, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2805886, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2806218, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2808590, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2810457, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2811550, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [2811555, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2820658, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2825091, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2849054, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2849055, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2849061, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2849065, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2857739, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2859447, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2859599, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2860153, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2861856, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2863266, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2863319, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2863330, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2864039, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2864049, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2864772, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2865064, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2865087, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2872115, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2874184, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2876561, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2877239, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2886984, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2887224, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2888477, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2888508, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2888829, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2889752, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2889972, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2890003, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2965481, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2965930, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2967534, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2968147, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2972371, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2974323, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2975520, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2976433, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2976886, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2976888, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2976900, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2976924, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977001, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977007, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977013, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977037, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977057, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977061, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977067, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977068, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977072, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977076, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977084, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977087, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977088, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977093, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977513, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977517, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977530, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977820, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977831, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977837, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977842, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977846, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2987392, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2989306, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2990452, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2990486, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2990490, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2990496, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2990497, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2990554, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2990555, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2990567, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2993494, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2999820, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3000631, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3003682, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3005811, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3009120, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3009132, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3009136, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3009162, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3010471, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3010483, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3012600, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3012609, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3013903, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3014058, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3014741, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3014871, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3014875, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3014878, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3016172, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3016576, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3016597, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3017203, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3017320, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3017604, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3019222, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3019236, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3019247, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3020587, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3020997, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3024904, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3049845, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3051990, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3052012, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [3052030, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3052062, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3052190, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3052194, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3052232, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3052233, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3052286, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3054242, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3054243, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3054247, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3054248, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3054267, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3054278, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3054282, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3055610, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3055638, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3058511, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3058639, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3058648, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3058947, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3059057, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3059338, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3059345, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3060352, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3060671, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3061291, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3061303, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3061315, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3061442, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3062725, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3062975, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3062987, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3062994, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3062998, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3063026, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3063034, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3064132, 3, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3064437, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3064438, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3064456, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3066343, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3066344, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3066957, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3067460, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3067846, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3068174, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3068190, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3069402, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3069405, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3070077, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3070733, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3071845, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3080891, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3099905, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3099976, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3099978, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3099996, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3101095, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3146675, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3168000, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3168230, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3168284, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3168292, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3168293, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3168549, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3168558, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3182293, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3183931, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3184739, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3184994, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3184998, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3185993, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3186001, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3189706, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3347113, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3347142, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3347722, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3347723, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3350225, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3350234, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3351178, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3351300, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3351324, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3351341, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3353367, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3353494, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3353541, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3353543, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3354396, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3354657, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3354665, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3354983, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3355253, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3355260, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3356240, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3356484, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3356500, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3356512, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3356787, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3357003, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3358765, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3358950, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3358951, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3358986, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3359187, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3359195, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3359306, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3359313, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3359498, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3359848, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [3360150, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3360164, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3360371, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3360396, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3360424, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3360433, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3360772, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3361042, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3361044, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3361060, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3361682, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3361694, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3362375, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3364410, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3365471, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3365992, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3366430, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3366448, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3369667, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3370351, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3371391, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3371407, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3371507, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3371544, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3371670, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3371672, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3371674, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3371707, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3372086, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3373280, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3374146, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3374500, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3375478, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3375510, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3375730, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3375767, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3375768, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3376008, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3376458, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3376477, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3376478, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3376486, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3376804, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3378323, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3378326, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3378343, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3378344, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3378355, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3378364, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3378651, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3378768, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3378934, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3378941, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3378950, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3379079, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3379565, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3379696, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3379697, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3379929, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3379945, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3379961, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3380306, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3380338, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3381103, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3381675, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3381962, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3383018, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3383019, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3383028, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3383043, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3383058, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3383142, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3384700, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3384712, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3384713, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3384718, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3384885, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3388721, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3389067, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3389082, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3389091, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3389177, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3389367, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3389368, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3389372, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3389419, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3389426, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3389449, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3389453, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3389556, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3389619, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3389634, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3390483, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3390502, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3390891, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3391343, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3391362, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3391589, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3391598, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3391599, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3391760, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3391887, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3391900, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3392211, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3393597, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3393605, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3393842, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3393849, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3394364, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3394369, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [3402816, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3403107, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3404964, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3405860, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3405861, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3405869, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3408580, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3440594, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3444771, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3444796, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3447514, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3447517, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3450572, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3452080, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3452081, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3452112, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3453241, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3454240, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3454422, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3454532, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3454561, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3454627, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3454636, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3454865, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3454870, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3456032, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3458003, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3459442, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3460044, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3460463, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3460615, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3461808, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3461875, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3461908, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3461951, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3462092, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3462532, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3462533, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3462540, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3463890, 3, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3464480, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3465094, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3465095, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3465856, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3466550, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3466555, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3466705, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3466892, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3468312, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3468527, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3468680, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3470206, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3470435, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3470441, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3470445, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3470565, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3470571, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3470695, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3470696, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3470701, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3470704, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3470909, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3471511, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3473380, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3473381, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3474821, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3475081, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3476142, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3477159, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3477177, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3477863, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3477874, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3479223, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3479575, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3479673, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3479679, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3479691, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3479694, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3479709, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3479730, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3480196, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3480502, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3480521, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3480804, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3480908, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3480923, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3481262, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3481510, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3481869, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3483764, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3483769, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3484359, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3484380, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3484414, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3484903, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3485708, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3487117, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3487208, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3487262, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3487432, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3487440, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3487444, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3487445, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3490415, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3490420, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3490424, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3490536, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3490543, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3490553, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3491532, 2, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [3491819, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3493472, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3495016, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3495968, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3496382, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3496484, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3498418, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3498419, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3498431, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3515448, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3515449, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3515468, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3515730, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3516921, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3519212, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3526543, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3528402, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3528407, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3530644, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3531535, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3531672, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3538713, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3538717, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3538721, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3546714, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3546770, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3546784, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3553946, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3564227, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3564233, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3569232, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3571861, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3583738, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3588007, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3588015, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3588072, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3588082, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3588097, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3588102, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3588407, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3596615, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3596627, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3596628, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3625028, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3625042, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3631192, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3631197, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3638735, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3639870, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3643787, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3643803, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3643855, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3643940, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3643942, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3647460, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3650706, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3650717, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3650724, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3650732, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3650735, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3651877, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3651886, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3652222, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3652491, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3657849, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3657891, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3664339, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3664343, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3664344, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3681661, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3682980, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3686011, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3691338, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3691556, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3693744, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3693747, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3693757, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3693785, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3693981, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3694535, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3694717, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3694718, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3694734, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3695241, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3697187, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3697248, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3697435, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3697436, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3698232, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3698234, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3699057, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3699058, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3699092, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3699108, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3699233, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3701318, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3701323, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3702178, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3702179, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3702267, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3702295, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3702879, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3702883, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3702898, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3702992, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3705647, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3706882, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3707978, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3708380, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3708416, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [3708762, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3708773, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3708774, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3708782, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3708804, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3709229, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3709978, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3709990, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3709995, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3710001, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3710008, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3710667, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3710668, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3710713, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3711718, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3713988, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3714318, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3716055, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3717711, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3717725, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3717738, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3718637, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3718712, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3719170, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3719881, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3722166, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3722630, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3722903, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3722907, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3722908, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3722911, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3723113, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3723117, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3723132, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3723645, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3723651, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3724050, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3724056, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3724057, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3724061, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3724198, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3724900, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3724910, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3725032, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3725033, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3725745, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3725882, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3725887, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3725890, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3727053, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3727284, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3727293, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3728881, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3728888, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3732229, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3747249, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3787032, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3793882, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3793883, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3921529, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3923468, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4016978, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4017050, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4162784, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4167172, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4173494, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4176831, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4178371, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4178383, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4343520, 3, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4633082, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4655190, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4969176, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4969177, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4969181, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5130523, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5137150, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5137158, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5246442, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5246451, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5379944, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5812292, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5829168, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5952559, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5966679, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5966681, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5968036, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5968402, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5969189, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5970014, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5970031, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5970033, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5970038, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5970068, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5970113, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5970679, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5970699, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5970703, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5972134, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5972970, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5973095, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5973111, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5973112, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5973128, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5973474, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5973505, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5975667, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5975673, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5975678, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5975704, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [5976046, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5976289, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5979891, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5980564, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5980566, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5981885, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5982655, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5984016, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5984018, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5984244, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5984476, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5988777, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5988778, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5988791, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5988797, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5992807, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5992841, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5993594, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5993859, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5994032, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5994054, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5994059, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5994931, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5996520, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5997073, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5997684, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5997694, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5997706, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5997707, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5999789, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6001048, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6001589, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6001698, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6002394, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6002412, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6002413, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6002777, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6003003, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6004557, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6004655, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6004833, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6004887, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6004889, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6005029, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6005031, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6005148, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6005149, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6005930, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6005998, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6006038, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6006056, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6006089, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6008313, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6008317, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6008344, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6008346, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6008349, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6008834, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6008856, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6008863, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6008978, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6008979, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6009036, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6009053, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6009099, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6009477, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6009497, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6009871, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6009872, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6011192, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6011244, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6011246, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6011257, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6011753, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6011755, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6011791, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6011793, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6011803, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6011807, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6011811, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6011821, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6012026, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6012095, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6012100, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6012211, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6012217, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6012245, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6012477, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6012645, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6013626, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6013674, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6094850, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6094856, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6094867, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6094874, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6095773, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6095782, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6095899, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6100043, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6100045, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6100812, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6100818, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6100819, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6102245, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6102264, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6102270, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6102381, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6103472, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6105008, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6105012, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [6106341, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6106432, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6107385, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6107561, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6107569, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6108229, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6108714, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6108717, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6108799, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6108863, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6108898, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6110293, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6118432, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6121083, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6121663, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6201993, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6203748, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6203749, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6203764, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6203774, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6203779, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6203782, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6203785, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6203786, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6203791, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6203802, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6203807, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6203878, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6260385, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6306208, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6418829, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6419674, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6419678, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6505004, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6505007, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6505013, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6505016, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6505029, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6505038, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6554447, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6554736, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6554745, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6554749, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6554755, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6557049, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6557125, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6557131, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6557143, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6557389, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6557408, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6562529, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6613786, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6614230, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6614237, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6614240, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6614906, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6785906, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6785913, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6879779, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6955174, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6955180, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6955704, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6955718, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6962430, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6962453, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6962819, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6962833, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6962902, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6964025, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6964397, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6964912, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6966069, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6983890, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6983892, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6983902, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6983920, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6983930, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6983931, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6983958, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6984133, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7223164, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7229188, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7229507, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7493951, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7493959, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7496408, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7496409, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7496415, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7498193, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7515755, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7515798, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7515805, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7516421, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7516434, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7516703, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7519273, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7519283, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7521423, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7521424, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7521427, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7521442, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7521455, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7524785, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7524794, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7525801, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7526166, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7526198, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7526228, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7526311, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7526343, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [7526834, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7528065, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7528642, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7704318, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7704657, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7704658, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7704667, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7704674, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7704990, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7704997, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7783569, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7783614, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7885861, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7914204, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7914213, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8026891, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8068571, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8068573, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8316625, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8319124, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8319132, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8319813, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8319814, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8320247, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8320249, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8321060, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8321526, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8321533, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8321535, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8322022, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8322103, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8322139, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8322159, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8323151, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8350835, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8360231, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9040490, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9123286, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9123290, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9123306, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9280462, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9283176, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9283195, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9283197, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9283200, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9286195, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9424545, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9424548, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9424555, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9424948, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9560241, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9588829, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9767481, 3, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9768361, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9768369, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9768374, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9768597, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9768598, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9768603, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9768991, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9962543, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9962777, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9966600, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO: Estimated number of windows: 87457 \n",
      "INFO: Start Window: Start/End idx (1000000, 1000099)\n",
      "INFO: End Window: Start/End idx (9999900, 9999999)\n",
      "INFO: Number of WGA windows: 90000\n",
      "INFO: Creating No WGA Windows...\n",
      "INFO: Reference file: b'/scratch/spectre/a/ag568/GCA_000001405.15_GRCh38_no_alt_analysis_set.fna'\n",
      "INFO: Alternative file: b'/scratch/spectre/a/ag568/m585_verysensitive_trim_sorted.bam' \n",
      "INFO: Not using quality threshold\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [1029475, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1033514, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1040996, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO: Number of errors: 0\n",
      "INFO: Number of adjusted: 0\n",
      "INFO: Bam length: 8948176\n",
      "INFO: Extracting common bases\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [1065020, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1065024, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1065141, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1076382, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1076524, 3, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1076865, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1076871, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1076872, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1077282, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1077471, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1115689, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1115692, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1115700, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1115705, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1115728, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1115734, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1115739, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1117147, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1117156, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1141135, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1141329, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1141370, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1141427, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1141441, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1157297, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1157298, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1157338, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1157411, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1157416, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1244901, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1244916, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1244943, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1244953, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1244955, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1244963, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1244969, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1288546, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1288608, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1288616, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1288888, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1288892, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1288893, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1288974, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1289146, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1289151, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1289158, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1289556, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1289585, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1289801, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1302739, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1322570, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1322571, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1323930, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1323935, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1323942, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1323998, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1324123, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1324130, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1324138, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1324197, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1324223, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1350182, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1350184, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1350187, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1350622, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1350980, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1350984, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1350987, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1355905, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1355915, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1355934, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1355947, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1355993, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1427728, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1427893, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1428100, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1472113, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1472114, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1512474, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1600031, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1600038, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1600043, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1600048, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1600052, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1667013, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1667081, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1667083, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1712892, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1713176, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1725632, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1745703, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1745763, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1745787, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1834695, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1890850, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1890861, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1890974, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1891428, 3, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1891488, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1919488, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1919491, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1924163, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1924226, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1924227, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1924260, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1924262, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1988835, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [1988857, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2019214, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2019219, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [2050462, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2122483, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2122580, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2122794, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2122797, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2122812, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2204894, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2204899, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2204900, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2204906, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2204936, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2204937, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2204950, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2205048, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2205141, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2205142, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2205152, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2280926, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2280947, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2280948, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2309788, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331873, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331876, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331883, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331884, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331894, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2331903, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2435990, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2462185, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2462192, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2462217, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2592406, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2592415, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2592590, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2592595, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2635113, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2641109, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2641132, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2641197, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2776233, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2776234, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2798206, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2798211, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2798887, 3, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2798890, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2798911, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2889949, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2889952, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2889962, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2889969, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2889986, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977097, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977100, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977105, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [2977803, 3, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3069527, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3150936, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3167764, 3, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3168123, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3168194, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3168195, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3168205, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3168229, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3168234, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3240079, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3351562, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3351563, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3351570, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3351572, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3351580, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3351590, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3379751, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3379807, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3379920, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3379952, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3379957, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3472848, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3475194, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3593469, 5, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3694325, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3694333, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3726058, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3726062, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3726192, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3726200, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3726203, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3726255, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3726261, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3726268, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3726271, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3726272, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3726321, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3920243, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3920247, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [3920416, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4016978, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4016984, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4016991, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4016996, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4016999, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4017002, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4017099, 3, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4274126, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4618373, 3, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4632909, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4632925, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4632937, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4632942, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4632948, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [4657722, 2, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:An entry of the form [4657728, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5246599, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5404716, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5952567, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [5952587, 5, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6006048, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6006321, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6012368, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6440523, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6440524, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6440529, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6474651, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6474652, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6785702, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [6962585, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7229509, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7229512, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7229515, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7229516, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7229576, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7698067, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [7698073, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [8350645, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9193912, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9193914, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9250391, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9539923, 2, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9549424, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9589069, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9768553, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9768746, 1, ''] found. Turnd RD to zero\n",
      "WARNING:root:An entry of the form [9824150, 1, ''] found. Turnd RD to zero\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO: Estimated number of windows: 89481 \n",
      "INFO: Start Window: Start/End idx (1000000, 1000099)\n",
      "INFO: End Window: Start/End idx (9999900, 9999999)\n",
      "INFO: Number of non-wga windows: 90000\n",
      "INFO: Marking N  windows with: -999.0\n",
      "INFO: Marked as N 436 Windows\n",
      "INFO: Number of mixed windows: 90000\n",
      "INFO: Number of N windows: 436\n",
      "INFO: Number of windows after outlier removal: 85862\n",
      "INFO: Number of N windows after outlier removal 436\n"
     ]
    }
   ],
   "source": [
    "regions = make_window_regions(configuration=configuration)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 168,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number or regions: 1\n"
     ]
    }
   ],
   "source": [
    "print(\"Number or regions: {0}\".format(len(regions)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 169,
   "metadata": {},
   "outputs": [],
   "source": [
    "# create a sequence from region 0\n",
    "#sequence = regions[0].get_sequence(size=50, window_type=WindowType.BOTH)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 170,
   "metadata": {},
   "outputs": [],
   "source": [
    "#print(sequence)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Run the Viterbi algorithm on the sequence given the model. This finds the ML path of hidden states given the sequence. Returns a tuple of the log probability of the ML path, or (-inf, None) if the sequence is impossible under the model. \n",
    "If a path is returned, it is a list of tuples of the form (sequence index, state object)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 141,
   "metadata": {},
   "outputs": [],
   "source": [
    "n_seqs=None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 174,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "sequences = regions[0].get_region_as_sequences(size=100, window_type=WindowType.BOTH, n_seqs=n_seqs)\n",
    "\n",
    "# make sure we have as many sequences we requested\n",
    "#assert len(sequences) == n_seqs, \"Invalid number of sequences\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 175,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of sequences:  858\n"
     ]
    }
   ],
   "source": [
    "print(\"Number of sequences: \", len(sequences))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 178,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[(0.0, 7.5), (0.0, 10.68), (0.0, 30.62), (1.18, 16.4), (0.36, 11.56), (0.37, 17.27), (0.2, 23.65), (0.69, 21.78), (0.34, 25.83), (0.0, 32.01), (0.0, 15.75), (0.0, 8.58), (0.0, 29.94), (0.0, 11.61), (0.0, 4.36), (0.0, 8.85), (0.0, 11.5), (0.0, 4.19), (0.0, 7.09), (0.0, 9.88), (0.0, 3.84), (0.0, 7.32), (0.0, 8.5), (0.0, 6.5), (0.0, 8.44), (0.0, 7.65), (0.0, 6.06), (0.0, 6.37), (0.0, 3.33), (0.0, 8.88), (0.0, 7.06), (0.0, 8.6), (0.0, 6.66), (0.17, 13.2), (0.93, 18.82), (1.24, 17.87), (1.49, 14.1), (1.21, 21.68), (0.93, 14.53), (0.0, 16.95), (0.0, 14.08), (0.0, 14.52), (0.71, 22.8), (0.3, 10.19), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999)]\n",
      "Sequence index:  165\n",
      "Log-probability of ML Viterbi path:  -319.90986169967357\n",
      "Viterbi path length:  101\n",
      "sequnce item: (0.0, 7.5) state HMM_Model-start\n",
      "sequnce item: (0.0, 10.68) state TUF\n",
      "sequnce item: (0.0, 30.62) state TUF\n",
      "sequnce item: (1.18, 16.4) state TUF\n",
      "sequnce item: (0.36, 11.56) state TUF\n",
      "sequnce item: (0.37, 17.27) state TUF\n",
      "sequnce item: (0.2, 23.65) state TUF\n",
      "sequnce item: (0.69, 21.78) state TUF\n",
      "sequnce item: (0.34, 25.83) state TUF\n",
      "sequnce item: (0.0, 32.01) state TUF\n",
      "sequnce item: (0.0, 15.75) state TUF\n",
      "sequnce item: (0.0, 8.58) state TUF\n",
      "sequnce item: (0.0, 29.94) state TUF\n",
      "sequnce item: (0.0, 11.61) state TUF\n",
      "sequnce item: (0.0, 4.36) state TUF\n",
      "sequnce item: (0.0, 8.85) state TUF\n",
      "sequnce item: (0.0, 11.5) state TUF\n",
      "sequnce item: (0.0, 4.19) state TUF\n",
      "sequnce item: (0.0, 7.09) state TUF\n",
      "sequnce item: (0.0, 9.88) state TUF\n",
      "sequnce item: (0.0, 3.84) state TUF\n",
      "sequnce item: (0.0, 7.32) state TUF\n",
      "sequnce item: (0.0, 8.5) state TUF\n",
      "sequnce item: (0.0, 6.5) state TUF\n",
      "sequnce item: (0.0, 8.44) state TUF\n",
      "sequnce item: (0.0, 7.65) state TUF\n",
      "sequnce item: (0.0, 6.06) state TUF\n",
      "sequnce item: (0.0, 6.37) state TUF\n",
      "sequnce item: (0.0, 3.33) state TUF\n",
      "sequnce item: (0.0, 8.88) state TUF\n",
      "sequnce item: (0.0, 7.06) state TUF\n",
      "sequnce item: (0.0, 8.6) state TUF\n",
      "sequnce item: (0.0, 6.66) state TUF\n",
      "sequnce item: (0.17, 13.2) state TUF\n",
      "sequnce item: (0.93, 18.82) state TUF\n",
      "sequnce item: (1.24, 17.87) state TUF\n",
      "sequnce item: (1.49, 14.1) state TUF\n",
      "sequnce item: (1.21, 21.68) state TUF\n",
      "sequnce item: (0.93, 14.53) state TUF\n",
      "sequnce item: (0.0, 16.95) state TUF\n",
      "sequnce item: (0.0, 14.08) state TUF\n",
      "sequnce item: (0.0, 14.52) state TUF\n",
      "sequnce item: (0.71, 22.8) state TUF\n",
      "sequnce item: (0.3, 10.19) state TUF\n",
      "sequnce item: (-999, -999) state TUF\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "[(-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999)]\n",
      "Sequence index:  166\n",
      "Log-probability of ML Viterbi path:  70.66691239709489\n",
      "Viterbi path length:  101\n",
      "sequnce item: (-999, -999) state HMM_Model-start\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "[(-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999)]\n",
      "Sequence index:  167\n",
      "Log-probability of ML Viterbi path:  70.66691239709489\n",
      "Viterbi path length:  101\n",
      "sequnce item: (-999, -999) state HMM_Model-start\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "[(-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999)]\n",
      "Sequence index:  168\n",
      "Log-probability of ML Viterbi path:  70.66691239709489\n",
      "Viterbi path length:  101\n",
      "sequnce item: (-999, -999) state HMM_Model-start\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "[(-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (-999, -999), (0.0, 6.11), (0.0, 16.68), (0.05, 11.66), (0.0, 24.96), (0.0, 13.53), (0.63, 19.61), (0.38, 22.97), (0.0, 22.4), (0.0, 21.71), (0.0, 17.23), (0.31, 27.05), (0.0, 28.09), (0.0, 13.46), (0.0, 12.11), (0.0, 24.2), (0.0, 24.33), (0.0, 32.19), (0.0, 15.52), (1.9, 16.96), (0.0, 26.36)]\n",
      "Sequence index:  169\n",
      "Log-probability of ML Viterbi path:  -135.56397836175924\n",
      "Viterbi path length:  101\n",
      "sequnce item: (-999, -999) state HMM_Model-start\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (-999, -999) state GAP_STATE\n",
      "sequnce item: (0.0, 6.11) state GAP_STATE\n",
      "sequnce item: (0.0, 16.68) state TUF\n",
      "sequnce item: (0.05, 11.66) state TUF\n",
      "sequnce item: (0.0, 24.96) state TUF\n",
      "sequnce item: (0.0, 13.53) state TUF\n",
      "sequnce item: (0.63, 19.61) state TUF\n",
      "sequnce item: (0.38, 22.97) state TUF\n",
      "sequnce item: (0.0, 22.4) state TUF\n",
      "sequnce item: (0.0, 21.71) state TUF\n",
      "sequnce item: (0.0, 17.23) state TUF\n",
      "sequnce item: (0.31, 27.05) state TUF\n",
      "sequnce item: (0.0, 28.09) state TUF\n",
      "sequnce item: (0.0, 13.46) state TUF\n",
      "sequnce item: (0.0, 12.11) state TUF\n",
      "sequnce item: (0.0, 24.2) state TUF\n",
      "sequnce item: (0.0, 24.33) state TUF\n",
      "sequnce item: (0.0, 32.19) state TUF\n",
      "sequnce item: (0.0, 15.52) state TUF\n",
      "sequnce item: (1.9, 16.96) state TUF\n",
      "sequnce item: (0.0, 26.36) state TUF\n"
     ]
    }
   ],
   "source": [
    "\n",
    "for i, seq in enumerate(sequences):\n",
    "    #print(seq)\n",
    "    if (-999.0, -999.0) in seq:\n",
    "        print(seq)\n",
    "        print(\"Sequence index: \", i)\n",
    "        viterbi_path=hmm.viterbi(seq)\n",
    "    \n",
    "        print(\"Log-probability of ML Viterbi path: \", viterbi_path[0])\n",
    "        \n",
    "        if viterbi_path[1] is not None:\n",
    "            print(\"Viterbi path length: \", len(viterbi_path[1]))\n",
    "\n",
    "            for item in range(len(seq)):\n",
    "                print(\"sequnce item: {0} state {1}\".format(seq[item], viterbi_path[1][item][1].name))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 152,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n",
      "Log-probability of ML Viterbi path:  -308.15708558696815\n",
      "Viterbi path length:  51\n",
      "sequnce item: (9.43, 13.97) state HMM_Model-start\n",
      "sequnce item: (10.04, 17.67) state TUF\n",
      "sequnce item: (5.79, 20.48) state TUF\n",
      "sequnce item: (6.51, 14.78) state TUF\n",
      "sequnce item: (3.56, 12.71) state TUF\n",
      "sequnce item: (3.8, 10.36) state TUF\n",
      "sequnce item: (6.08, 18.61) state TUF\n",
      "sequnce item: (4.2, 14.47) state TUF\n",
      "sequnce item: (8.21, 16.02) state TUF\n",
      "sequnce item: (4.88, 16.04) state TUF\n",
      "sequnce item: (4.5, 11.32) state TUF\n",
      "sequnce item: (7.84, 11.99) state TUF\n",
      "sequnce item: (6.01, 16.64) state TUF\n",
      "sequnce item: (5.92, 12.69) state TUF\n",
      "sequnce item: (7.27, 12.84) state TUF\n",
      "sequnce item: (9.63, 20.04) state TUF\n",
      "sequnce item: (13.57, 23.64) state TUF\n",
      "sequnce item: (6.03, 19.3) state TUF\n",
      "sequnce item: (9.42, 22.03) state TUF\n",
      "sequnce item: (10.33, 18.97) state TUF\n",
      "sequnce item: (7.69, 11.76) state TUF\n",
      "sequnce item: (5.68, 20.36) state TUF\n",
      "sequnce item: (7.86, 23.11) state TUF\n",
      "sequnce item: (12.01, 19.74) state TUF\n",
      "sequnce item: (11.35, 20.24) state TUF\n",
      "sequnce item: (10.25, 18.27) state TUF\n",
      "sequnce item: (12.27, 20.8) state TUF\n",
      "sequnce item: (13.81, 28.06) state TUF\n",
      "sequnce item: (10.6, 21.5) state TUF\n",
      "sequnce item: (11.77, 21.9) state TUF\n",
      "sequnce item: (9.88, 18.51) state TUF\n",
      "sequnce item: (6.57, 18.49) state TUF\n",
      "sequnce item: (8.46, 21.79) state TUF\n",
      "sequnce item: (6.01, 18.84) state TUF\n",
      "sequnce item: (5.65, 21.11) state TUF\n",
      "sequnce item: (7.73, 15.61) state TUF\n",
      "sequnce item: (6.51, 15.18) state TUF\n",
      "sequnce item: (5.74, 16.61) state TUF\n",
      "sequnce item: (7.18, 10.48) state TUF\n",
      "sequnce item: (5.69, 15.53) state TUF\n",
      "sequnce item: (4.81, 13.09) state TUF\n",
      "sequnce item: (7.27, 19.48) state TUF\n",
      "sequnce item: (11.82, 17.84) state TUF\n",
      "sequnce item: (5.74, 13.27) state TUF\n",
      "sequnce item: (8.13, 12.76) state TUF\n",
      "sequnce item: (10.51, 13.56) state TUF\n",
      "sequnce item: (8.58, 12.53) state TUF\n",
      "sequnce item: (10.07, 17.9) state TUF\n",
      "sequnce item: (10.5, 10.61) state TUF\n",
      "sequnce item: (9.7, 11.99) state TUF\n"
     ]
    }
   ],
   "source": [
    "for seq in sequences:\n",
    "    \n",
    "    #print(seq)\n",
    "    \n",
    "    viterbi_path=hmm.viterbi(sequence)\n",
    "    \n",
    "    print(\"Log-probability of ML Viterbi path: \", viterbi_path[0])\n",
    "\n",
    "    if viterbi_path[1] is not None:\n",
    "        print(\"Viterbi path length: \", len(viterbi_path[1]))\n",
    "\n",
    "        for item in range(len(sequence)):\n",
    "            print(\"sequnce item: {0} state {1}\".format(sequence[item], viterbi_path[1][item][1].name))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 153,
   "metadata": {},
   "outputs": [
    {
     "ename": "IndexError",
     "evalue": "list index out of range",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mIndexError\u001b[0m                                Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-153-77e368e7c89f>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mp_d_given_m\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mhmm\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog_probability\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msequence\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0msequences\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m150\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"P(D|M): \"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mp_d_given_m\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msequences\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhmm\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpredict_proba\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msequences\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mIndexError\u001b[0m: list index out of range"
     ]
    }
   ],
   "source": [
    "p_d_given_m = hmm.log_probability(sequence=sequences[150])\n",
    "print(\"P(D|M): \", p_d_given_m)\n",
    "\n",
    "print(sequences[0])\n",
    "print(hmm.predict_proba(sequences[0]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
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