{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "2bcdf955",
   "metadata": {},
   "source": [
    "# Polarization example - maximum likelihood method"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f6c9219c",
   "metadata": {},
   "source": [
    "This notebook fits the polarization fraction and angle of a Data Challenge 3 GRB (GRB 080802386) simulated using MEGAlib and combined with albedo photon background. It's assumed that the start time, duration, localization, and spectrum of the GRB are already known. The GRB was simulated with 80% polarization at an angle of 90 degrees in the IAU convention, and was 20 degrees off-axis. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9946365e",
   "metadata": {},
   "outputs": [],
   "source": [
    "%%capture\n",
    "from cosipy import BinnedData\n",
    "from cosipy.spacecraftfile import SpacecraftHistory\n",
    "from cosipy.statistics import PoissonLikelihood\n",
    "from cosipy.background_estimation import FreeNormBinnedBackground\n",
    "from cosipy.interfaces import ThreeMLPluginInterface\n",
    "from cosipy.response.FullDetectorResponse import FullDetectorResponse\n",
    "from cosipy.response import BinnedThreeMLModelFolding, BinnedInstrumentResponse, BinnedThreeMLPointSourceResponse\n",
    "from cosipy.data_io import EmCDSBinnedData\n",
    "from cosipy.threeml.custom_functions import Band_Eflux\n",
    "from cosipy.polarization import PolarizationAxis\n",
    "from cosipy.sensitivity.mdp import compute_mdp\n",
    "from astropy.time import Time\n",
    "from astropy.coordinates import SkyCoord\n",
    "from astropy import units as u\n",
    "from cosipy.util import fetch_wasabi_file\n",
    "from pathlib import Path\n",
    "import sys\n",
    "from threeML import LinearPolarization, StokesPolarization, SpectralComponent, PointSource, Model, JointLikelihood, DataList\n",
    "from astromodels import Parameter, Constant\n",
    "import numpy as np\n",
    "from cosipy.sensitivity.mdp import compute_mdp\n",
    "from cosipy.threeml.util import to_linear_polarization"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6efdce51",
   "metadata": {},
   "source": [
    "### Download and read in data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "87669a80",
   "metadata": {},
   "source": [
    "This will download the files needed to run this notebook. If you have already downloaded these files, you can skip this."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "03845b0e",
   "metadata": {},
   "source": [
    "Download the unbinned data (660.58 KB)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "4b12c604",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "A file named grb_background.fits.gz already exists with the specified checksum (21b1d75891edc6aaf1ff3fe46e91cb49). Skipping.\n"
     ]
    }
   ],
   "source": [
    "fetch_wasabi_file('COSI-SMEX/cosipy_tutorials/polarization_fit/grb_background.fits.gz', checksum = '21b1d75891edc6aaf1ff3fe46e91cb49')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d4df5f37",
   "metadata": {},
   "source": [
    "Download the polarization response (217.47 MB)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "444d31c2",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "A file named ResponseContinuum.o3.pol.e200_10000.b4.p12.relx.s10396905069491.m420.filtered.binnedpolarization.11D.h5 already exists with the specified checksum (46b006a6b397fd777dc561d3b028357f). Skipping.\n"
     ]
    }
   ],
   "source": [
    "fetch_wasabi_file('COSI-SMEX/develop/Data/Responses/ResponseContinuum.o3.pol.e200_10000.b4.p12.relx.s10396905069491.m420.filtered.binnedpolarization.11D.h5', checksum = '46b006a6b397fd777dc561d3b028357f')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "780f93a0",
   "metadata": {},
   "source": [
    "Download the orientation file (1.10 GB)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "9527501d",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "A file named DC3_final_530km_3_month_with_slew_1sbins_GalacticEarth_SAA.fits already exists with the specified checksum (1b851c042acf4c909798e2401e9d2e38). Skipping.\n"
     ]
    }
   ],
   "source": [
    "fetch_wasabi_file('COSI-SMEX/develop/Data/Orientation/DC3_final_530km_3_month_with_slew_1sbins_GalacticEarth_SAA.fits', checksum = '1b851c042acf4c909798e2401e9d2e38')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ccbe09c0",
   "metadata": {},
   "source": [
    "Read in and bin the data, which is a GRB placed within albedo photon background. A time cut is done for the duration of the GRB to produce the GRB+background data to fit. The time intervals before and after the GRB are used to produce a background model."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "32f94da6",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "fill() discarded one or more values due to out-of-bounds coordinate in a dimension without under/overflow tracking\n",
      "fill() discarded one or more values due to out-of-bounds coordinate in a dimension without under/overflow tracking\n",
      "fill() discarded one or more values due to out-of-bounds coordinate in a dimension without under/overflow tracking\n"
     ]
    }
   ],
   "source": [
    "data_path = Path(\"\") # Update to your path\n",
    "\n",
    "grb_background = BinnedData(data_path/'grb.yaml')\n",
    "grb_background.select_data_time(unbinned_data=data_path/'grb_background.fits.gz', output_name=data_path/'grb_background_source_interval') \n",
    "grb_background.get_binned_data(unbinned_data=data_path/'grb_background_source_interval.fits.gz', output_name=data_path/'grb_background_binned_galactic', psichi_binning='galactic')\n",
    "grb_background.load_binned_data_from_hdf5(data_path/'grb_background_binned_galactic.hdf5')\n",
    "\n",
    "background_before = BinnedData(data_path/'background_before.yaml')\n",
    "background_before.select_data_time(unbinned_data=data_path/'grb_background.fits.gz', output_name=data_path/'background_before')\n",
    "background_before.get_binned_data(unbinned_data='background_before.fits.gz', output_name='background_before_binned_galactic', psichi_binning='galactic')\n",
    "background_before.load_binned_data_from_hdf5(data_path/'background_before_binned_galactic.hdf5')\n",
    "\n",
    "background_after = BinnedData(data_path/'background_after.yaml') # e.g. background_after.yaml\n",
    "background_after.select_data_time(unbinned_data=data_path/'grb_background.fits.gz', output_name=data_path/'background_after')\n",
    "background_after.get_binned_data(unbinned_data=data_path/'background_after.fits.gz', output_name=data_path/'background_after_binned_galactic', psichi_binning='galactic')\n",
    "background_after.load_binned_data_from_hdf5(data_path/'background_after_binned_galactic.hdf5')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b188a60e",
   "metadata": {},
   "source": [
    "Read in the detector response and orientation file. The orientation is cut down to the time interval of the source."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "fa953728",
   "metadata": {},
   "outputs": [],
   "source": [
    "response_file = data_path / 'ResponseContinuum.o3.pol.e200_10000.b4.p12.relx.s10396905069491.m420.filtered.binnedpolarization.11D.h5'\n",
    "dr = FullDetectorResponse.open(response_file, pa_convention='RelativeX')\n",
    "\n",
    "sc_orientation = SpacecraftHistory.open(data_path/'DC3_final_530km_3_month_with_slew_1sbins_GalacticEarth_SAA.fits', tstart=Time(1835493492.2, format = 'unix'), tstop=Time(1835493492.8, format = 'unix'))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "90aa0f59",
   "metadata": {},
   "source": [
    "Define the GRB position and spectrum."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "9eba638f",
   "metadata": {},
   "outputs": [],
   "source": [
    "source_direction = SkyCoord(l=23.53, b=-53.44, frame='galactic', unit=u.deg)\n",
    "\n",
    "a = 100. * u.keV\n",
    "b = 10000. * u.keV\n",
    "alpha = -0.7368949\n",
    "beta = -2.095031\n",
    "ebreak = 622.389 * u.keV\n",
    "K = 300. / u.cm / u.cm / u.s\n",
    "\n",
    "spectrum = Band_Eflux(a = a.value,\n",
    "                      b = b.value,\n",
    "                      alpha = alpha,\n",
    "                      beta = beta,\n",
    "                      E0 = ebreak.value,\n",
    "                      K = K.value)\n",
    "\n",
    "spectrum.a.unit = a.unit\n",
    "spectrum.b.unit = b.unit\n",
    "spectrum.E0.unit = ebreak.unit\n",
    "spectrum.K.unit = K.unit"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6497dabb",
   "metadata": {},
   "source": [
    "Define initial values of polarization level and angle and convert to Stokes parameters, fix the spectral parameters to their true values, and create the source model."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e942447f",
   "metadata": {},
   "outputs": [],
   "source": [
    "polarization = LinearPolarization(80, 90) # polarization level (percentage out of 100), polarization angle (degrees)\n",
    "Q = polarization.degree.value / 100. * np.cos(2. * polarization.angle.value * np.pi / 180.)\n",
    "U = polarization.degree.value / 100. * np.sin(2. * polarization.angle.value * np.pi / 180.)\n",
    "polarization = StokesPolarization(Q=Constant(k=Q), U=Constant(k=U))\n",
    "\n",
    "spectral_component = SpectralComponent('grb', spectrum, polarization)\n",
    "\n",
    "source = PointSource('source',                                 # Name of source (arbitrary, but needs to be unique)\n",
    "                     l = source_direction.l.deg,               # Longitude (deg)\n",
    "                     b = source_direction.b.deg,               # Latitude (deg)\n",
    "                     components = [spectral_component])        # Spectral model\n",
    "\n",
    "source.components['grb'].shape.K.fix = True\n",
    "source.components['grb'].shape.E0.fix = True\n",
    "source.components['grb'].shape.alpha.fix = True\n",
    "source.components['grb'].shape.beta.fix = True\n",
    "\n",
    "model = Model(source)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "90d6d112",
   "metadata": {},
   "source": [
    "### Polarization fit in ICRS frame"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "130e6df3",
   "metadata": {},
   "source": [
    "Instantiate the COSI 3ML plugin, combine with the model in a JointLikelihood object, then perform maximum likelihood fit."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3a6846ee",
   "metadata": {},
   "outputs": [
    {
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">14:39:39 </span><span style=\"color: #00ffaf; text-decoration-color: #00ffaf\">INFO    </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> set the minimizer to minuit                                             </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/classicMLE/joint_likelihood.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">joint_likelihood.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/classicMLE/joint_likelihood.py#1017\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">1017</span></a>\n",
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       "\u001b[38;5;46m14:39:39\u001b[0m\u001b[38;5;46m \u001b[0m\u001b[38;5;49mINFO    \u001b[0m \u001b[1;38;5;251m set the minimizer to minuit                                            \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=165314;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/classicMLE/joint_likelihood.py\u001b\\\u001b[2mjoint_likelihood.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=84370;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/classicMLE/joint_likelihood.py#1017\u001b\\\u001b[2m1017\u001b[0m\u001b]8;;\u001b\\\n"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffaf; text-decoration-color: #00ffaf; font-weight: bold; text-decoration: underline\">Best fit values:</span>\n",
       "\n",
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       "\u001b[1;4;38;5;49mBest fit values:\u001b[0m\n",
       "\n"
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>source.spectrum.grb.polarization.Q.Constant.k</th>\n",
       "      <td>(-2.7 +/- 0.6) x 10^-1</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>source.spectrum.grb.polarization.U.Constant.k</th>\n",
       "      <td>(0.0 +/- 2.8) x 10^-1</td>\n",
       "      <td></td>\n",
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       "                                                               result unit\n",
       "parameter                                                                 \n",
       "source.spectrum.grb.polarization.Q.Constant.k  (-2.7 +/- 0.6) x 10^-1     \n",
       "source.spectrum.grb.polarization.U.Constant.k   (0.0 +/- 2.8) x 10^-1     "
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "<span style=\"color: #00ffaf; text-decoration-color: #00ffaf; font-weight: bold; text-decoration: underline\">Correlation matrix:</span>\n",
       "\n",
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       "\n",
       "\u001b[1;4;38;5;49mCorrelation matrix:\u001b[0m\n",
       "\n"
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       "<tr><td>1.00</td><td>0.91</td></tr>\n",
       "<tr><td>0.91</td><td>1.00</td></tr>\n",
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       "1.00 0.91\n",
       "0.91 1.00"
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       "<span style=\"color: #00ffaf; text-decoration-color: #00ffaf; font-weight: bold; text-decoration: underline\">Values of -log(likelihood) at the minimum:</span>\n",
       "\n",
       "</pre>\n"
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       "\n",
       "\u001b[1;4;38;5;49mValues of -\u001b[0m\u001b[1;4;38;5;49mlog\u001b[0m\u001b[1;4;38;5;49m(\u001b[0m\u001b[1;4;38;5;49mlikelihood\u001b[0m\u001b[1;4;38;5;49m)\u001b[0m\u001b[1;4;38;5;49m at the minimum:\u001b[0m\n",
       "\n"
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       "      <th></th>\n",
       "      <th>-log(likelihood)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>cosi</th>\n",
       "      <td>21743.138287917154</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>total</th>\n",
       "      <td>21743.138287917154</td>\n",
       "    </tr>\n",
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       "         -log(likelihood)\n",
       "cosi   21743.138287917154\n",
       "total  21743.138287917154"
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       "<span style=\"color: #00ffaf; text-decoration-color: #00ffaf; font-weight: bold; text-decoration: underline\">Values of statistical measures:</span>\n",
       "\n",
       "</pre>\n"
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       "\n",
       "\u001b[1;4;38;5;49mValues of statistical measures:\u001b[0m\n",
       "\n"
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       "      <th>statistical measures</th>\n",
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       "      <th>AIC</th>\n",
       "      <td>43490.27670604688</td>\n",
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       "      <th>BIC</th>\n",
       "      <td>43509.139138786166</td>\n",
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       "    statistical measures\n",
       "AIC    43490.27670604688\n",
       "BIC   43509.139138786166"
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     "text": [
      "Polarization level: 26.50414697291329%, Polarization angle: 89.9951141552869 deg\n"
     ]
    }
   ],
   "source": [
    "data = EmCDSBinnedData(grb_background.binned_data.project('Em', 'Phi', 'PsiChi'))\n",
    "\n",
    "total_bkg = background_before.binned_data.project('Em', 'Phi', 'PsiChi') + background_after.binned_data.project('Em', 'Phi', 'PsiChi')\n",
    "bkg_dist = {'total_bkg':total_bkg+sys.float_info.min}\n",
    "bkg = FreeNormBinnedBackground(bkg_dist, sc_history = sc_orientation, copy = False)\n",
    "\n",
    "instrument_response = BinnedInstrumentResponse(dr, data)\n",
    "\n",
    "psr = BinnedThreeMLPointSourceResponse(data = data,\n",
    "                                       instrument_response = instrument_response,\n",
    "                                       sc_history = sc_orientation,\n",
    "                                       energy_axis = dr.axes['Ei'],\n",
    "                                       polarization_axis = PolarizationAxis(dr.axes['Pol'], convention='RelativeX'),\n",
    "                                       nside = 2*data.axes['PsiChi'].nside)\n",
    "\n",
    "response = BinnedThreeMLModelFolding(data = data, point_source_response = psr)\n",
    "\n",
    "like_fun = PoissonLikelihood(data, response, bkg)\n",
    "\n",
    "cosi = ThreeMLPluginInterface('cosi',\n",
    "                              like_fun,\n",
    "                              response,\n",
    "                              bkg)\n",
    "\n",
    "cosi.bkg_parameter['total_bkg'] = Parameter('total_bkg',  # background parameter\n",
    "                                            0.0016,  # initial value of parameter\n",
    "                                            min_value=0,  # minimum value of parameter\n",
    "                                            max_value=100,  # maximum value of parameter\n",
    "                                            delta=0.05,  # initial step used by fitting engine\n",
    "                                            unit = u.Hz)\n",
    "cosi.bkg_parameter['total_bkg'].fix = True\n",
    "\n",
    "plugins = DataList(cosi)\n",
    "\n",
    "like = JointLikelihood(copy.deepcopy(model), plugins, verbose=False)\n",
    "\n",
    "_ = like.fit()\n",
    "\n",
    "fitted_polarization = to_linear_polarization(like.results.optimized_model.source.spectrum.grb.polarization)\n",
    "\n",
    "print(f'Polarization level: {fitted_polarization.degree.value}%, Polarization angle: {fitted_polarization.angle.value} deg')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "976c4353",
   "metadata": {},
   "source": [
    "### Minimum detectable polarization"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a3a90c3b",
   "metadata": {},
   "source": [
    "Calculate the minimum detectable polarization by simulating an unpolarized source otherwise equivalent to the source being analyzed a large number (~10,000) of times, and fitting the polarization each time. The minimum detectable polarization at the 99% confidence level is the 99th percentile of the distribution of fitted polarization fractions. This currently takes a long time to run, so this only runs 100 simulations which leads to a less accurate result."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dea0eeb0",
   "metadata": {},
   "outputs": [
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      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
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      "WARNING RuntimeWarning: overflow encountered in exp\n",
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      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
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      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
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      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
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      "\n",
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      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
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      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
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      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
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      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
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      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
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      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
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      "WARNING RuntimeWarning: overflow encountered in exp\n",
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      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
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      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
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      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
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      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
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      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
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      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
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      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
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      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
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      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
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      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
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       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m──┐                                                                      \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
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       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m │                                Migrad                                 \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=2364;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=864880;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m│                                                                        \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
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       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">──┤                                                                       </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
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       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m ├──────────────────────────────────┬────────────────────────────────────\u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=951652;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=351673;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m──┤                                                                      \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
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       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">│                                                                         </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
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      ],
      "text/plain": [
       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m │ FCN = \u001b[0m\u001b[1;37m-0\u001b[0m\u001b[1;38;5;251m                         │             Nfcn = \u001b[0m\u001b[1;37m6199\u001b[0m\u001b[1;38;5;251m            \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=586911;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=323151;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m│                                                                        \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> │ EDM = nan (Goal: </span><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0; font-weight: bold\">0.0001</span><span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">)         │                                     </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">164</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">│                                                                         </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m │ EDM = nan \u001b[0m\u001b[1;38;5;251m(\u001b[0m\u001b[1;38;5;251mGoal: \u001b[0m\u001b[1;37m0.0001\u001b[0m\u001b[1;38;5;251m)\u001b[0m\u001b[1;38;5;251m         │                                    \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=377632;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=28761;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m│                                                                        \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> ├──────────────────────────────────┼──────────────────────────────────── </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">164</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">──┤                                                                       </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m ├──────────────────────────────────┼────────────────────────────────────\u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=788157;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=237823;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m──┤                                                                      \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> │         INVALID Minimum          │   ABOVE EDM threshold (goal x </span><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0; font-weight: bold\">10</span><span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">)   </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">164</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">│                                                                         </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m │         INVALID Minimum          │   ABOVE EDM threshold \u001b[0m\u001b[1;38;5;251m(\u001b[0m\u001b[1;38;5;251mgoal x \u001b[0m\u001b[1;37m10\u001b[0m\u001b[1;38;5;251m)\u001b[0m\u001b[1;38;5;251m  \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=463794;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=599107;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m│                                                                        \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> ├──────────────────────────────────┼──────────────────────────────────── </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">164</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">──┤                                                                       </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m ├──────────────────────────────────┼────────────────────────────────────\u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=125879;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=832659;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m──┤                                                                      \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> │      No parameters at limit      │           Below call limit          </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">164</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">│                                                                         </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m │      No parameters at limit      │           Below call limit         \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=646790;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=106069;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m│                                                                        \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> ├──────────────────────────────────┼──────────────────────────────────── </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">164</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">──┤                                                                       </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m ├──────────────────────────────────┼────────────────────────────────────\u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=39892;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=835209;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m──┤                                                                      \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> │             Hesse ok             │     Covariance FORCED pos. def.     </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">164</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">│                                                                         </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m │             Hesse ok             │     Covariance FORCED pos. def.    \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=712337;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=817626;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m│                                                                        \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> └──────────────────────────────────┴──────────────────────────────────── </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">164</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">──┘                                                                       </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
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       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m └──────────────────────────────────┴────────────────────────────────────\u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=295207;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=896615;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m──┘                                                                      \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> ┌───┬───────────────────────────────────────────────────┬───────────┬─── </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">169</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">────────┬────────────┬────────────┬─────────┬─────────┬───────┐           </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m ┌───┬───────────────────────────────────────────────────┬───────────┬───\u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=213995;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=111044;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\u001b\\\u001b[2m169\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m────────┬────────────┬────────────┬─────────┬─────────┬───────┐          \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
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     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> │   │ Name                                              │   Value   │    </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">169</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">Hesse Err │ Minos Err- │ Minos Err+ │ Limit-  │ Limit+  │ Fixed │         </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
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       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m │   │ Name                                              │   Value   │   \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=672481;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=554146;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\u001b\\\u001b[2m169\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251mHesse Err │ Minos Err- │ Minos Err+ │ Limit-  │ Limit+  │ Fixed │        \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
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     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> ├───┼───────────────────────────────────────────────────┼───────────┼─── </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">169</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">────────┼────────────┼────────────┼─────────┼─────────┼───────┤           </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
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       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m ├───┼───────────────────────────────────────────────────┼───────────┼───\u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=250555;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=419768;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\u001b\\\u001b[2m169\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m────────┼────────────┼────────────┼─────────┼─────────┼───────┤          \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
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     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> │ </span><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0; font-weight: bold\">0</span><span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> │ source_spectrum_grb_mdp_polarization_Q_Constant_k │  </span><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0; font-weight: bold\">-2.0138</span><span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">  │    </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">169</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">nan    │            │            │         │         │       │            </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
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       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m │ \u001b[0m\u001b[1;37m0\u001b[0m\u001b[1;38;5;251m │ source_spectrum_grb_mdp_polarization_Q_Constant_k │  \u001b[0m\u001b[1;37m-2.0138\u001b[0m\u001b[1;38;5;251m  │   \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=71071;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=146298;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\u001b\\\u001b[2m169\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251mnan    │            │            │         │         │       │           \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> │ </span><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0; font-weight: bold\">1</span><span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> │ source_spectrum_grb_mdp_polarization_U_Constant_k │ </span><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0; font-weight: bold\">-7.522e1</span><span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">  │    </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">169</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">nan    │            │            │         │         │       │            </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m │ \u001b[0m\u001b[1;37m1\u001b[0m\u001b[1;38;5;251m │ source_spectrum_grb_mdp_polarization_U_Constant_k │ \u001b[0m\u001b[1;37m-7.522e1\u001b[0m\u001b[1;38;5;251m  │   \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=836910;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=731829;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\u001b\\\u001b[2m169\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251mnan    │            │            │         │         │       │           \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> └───┴───────────────────────────────────────────────────┴───────────┴─── </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">169</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">────────┴────────────┴────────────┴─────────┴─────────┴───────┘           </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
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       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m └───┴───────────────────────────────────────────────────┴───────────┴───\u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=439881;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=923477;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\u001b\\\u001b[2m169\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m────────┴────────────┴────────────┴─────────┴─────────┴───────┘          \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #00ffaf; text-decoration-color: #00ffaf\">INFO    </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> set the minimizer to minuit                                             </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/classicMLE/joint_likelihood.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">joint_likelihood.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/classicMLE/joint_likelihood.py#1017\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">1017</span></a>\n",
       "</pre>\n"
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      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
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      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
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      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
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      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
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      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
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      "WARNING RuntimeWarning: overflow encountered in exp\n",
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      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
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      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
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      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
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      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
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      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
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      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
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      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: overflow encountered in exp\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in multiply\n",
      "\n",
      "\n",
      "WARNING RuntimeWarning: invalid value encountered in subtract\n",
      "\n"
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       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m──┐                                                                      \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
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       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">│                                                                         </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
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       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m │                                Migrad                                 \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=891621;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=487868;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m│                                                                        \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
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       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">──┤                                                                       </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
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       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m ├──────────────────────────────────┬────────────────────────────────────\u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=544157;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=842503;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m──┤                                                                      \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> │ FCN = </span><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0; font-weight: bold\">-0</span><span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">                         │             Nfcn = </span><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0; font-weight: bold\">6203</span><span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">             </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">164</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">│                                                                         </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
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       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m │ FCN = \u001b[0m\u001b[1;37m-0\u001b[0m\u001b[1;38;5;251m                         │             Nfcn = \u001b[0m\u001b[1;37m6203\u001b[0m\u001b[1;38;5;251m            \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=248143;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=657895;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m│                                                                        \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
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     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> │ EDM = nan (Goal: </span><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0; font-weight: bold\">0.0001</span><span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">)         │                                     </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">164</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">│                                                                         </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m │ EDM = nan \u001b[0m\u001b[1;38;5;251m(\u001b[0m\u001b[1;38;5;251mGoal: \u001b[0m\u001b[1;37m0.0001\u001b[0m\u001b[1;38;5;251m)\u001b[0m\u001b[1;38;5;251m         │                                    \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=660414;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=415895;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m│                                                                        \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> ├──────────────────────────────────┼──────────────────────────────────── </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">164</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">──┤                                                                       </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m ├──────────────────────────────────┼────────────────────────────────────\u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=458550;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=937605;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m──┤                                                                      \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> │         INVALID Minimum          │   ABOVE EDM threshold (goal x </span><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0; font-weight: bold\">10</span><span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">)   </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">164</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">│                                                                         </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m │         INVALID Minimum          │   ABOVE EDM threshold \u001b[0m\u001b[1;38;5;251m(\u001b[0m\u001b[1;38;5;251mgoal x \u001b[0m\u001b[1;37m10\u001b[0m\u001b[1;38;5;251m)\u001b[0m\u001b[1;38;5;251m  \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=760315;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=76411;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m│                                                                        \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> ├──────────────────────────────────┼──────────────────────────────────── </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">164</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">──┤                                                                       </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m ├──────────────────────────────────┼────────────────────────────────────\u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=13161;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=260705;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m──┤                                                                      \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> │      No parameters at limit      │           Below call limit          </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">164</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">│                                                                         </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m │      No parameters at limit      │           Below call limit         \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=48926;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=814911;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m│                                                                        \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> ├──────────────────────────────────┼──────────────────────────────────── </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">164</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">──┤                                                                       </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m ├──────────────────────────────────┼────────────────────────────────────\u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=613439;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=30612;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m──┤                                                                      \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> │             Hesse ok             │     Covariance FORCED pos. def.     </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">164</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">│                                                                         </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m │             Hesse ok             │     Covariance FORCED pos. def.    \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=68140;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=137368;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m│                                                                        \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> └──────────────────────────────────┴──────────────────────────────────── </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">164</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">──┘                                                                       </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m └──────────────────────────────────┴────────────────────────────────────\u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=750511;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=687572;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#164\u001b\\\u001b[2m164\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m──┘                                                                      \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> ┌───┬───────────────────────────────────────────────────┬───────────┬─── </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">169</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">────────┬────────────┬────────────┬─────────┬─────────┬───────┐           </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m ┌───┬───────────────────────────────────────────────────┬───────────┬───\u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=809115;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=661426;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\u001b\\\u001b[2m169\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m────────┬────────────┬────────────┬─────────┬─────────┬───────┐          \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
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     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> │   │ Name                                              │   Value   │    </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">169</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">Hesse Err │ Minos Err- │ Minos Err+ │ Limit-  │ Limit+  │ Fixed │         </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
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       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m │   │ Name                                              │   Value   │   \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=285863;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=24292;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\u001b\\\u001b[2m169\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251mHesse Err │ Minos Err- │ Minos Err+ │ Limit-  │ Limit+  │ Fixed │        \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
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     "output_type": "display_data"
    },
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> ├───┼───────────────────────────────────────────────────┼───────────┼─── </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">169</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">────────┼────────────┼────────────┼─────────┼─────────┼───────┤           </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
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       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m ├───┼───────────────────────────────────────────────────┼───────────┼───\u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=295275;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=763277;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\u001b\\\u001b[2m169\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m────────┼────────────┼────────────┼─────────┼─────────┼───────┤          \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
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    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> │ </span><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0; font-weight: bold\">0</span><span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> │ source_spectrum_grb_mdp_polarization_Q_Constant_k │  </span><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0; font-weight: bold\">7.3608</span><span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">   │    </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">169</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">nan    │            │            │         │         │       │            </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
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       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m │ \u001b[0m\u001b[1;37m0\u001b[0m\u001b[1;38;5;251m │ source_spectrum_grb_mdp_polarization_Q_Constant_k │  \u001b[0m\u001b[1;37m7.3608\u001b[0m\u001b[1;38;5;251m   │   \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=640011;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=225454;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\u001b\\\u001b[2m169\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251mnan    │            │            │         │         │       │           \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> │ </span><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0; font-weight: bold\">1</span><span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> │ source_spectrum_grb_mdp_polarization_U_Constant_k │ </span><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0; font-weight: bold\">-4.7686e2</span><span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> │    </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">169</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">nan    │            │            │         │         │       │            </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m │ \u001b[0m\u001b[1;37m1\u001b[0m\u001b[1;38;5;251m │ source_spectrum_grb_mdp_polarization_U_Constant_k │ \u001b[0m\u001b[1;37m-4.7686e2\u001b[0m\u001b[1;38;5;251m │   \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=158504;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=994113;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\u001b\\\u001b[2m169\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251mnan    │            │            │         │         │       │           \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ERROR   </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> └───┴───────────────────────────────────────────────────┴───────────┴─── </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">minuit_minimizer.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">169</span></a>\n",
       "<span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span>         <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\">────────┴────────────┴────────────┴─────────┴─────────┴───────┘           </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">                       </span>\n",
       "</pre>\n"
      ],
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       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[1;5;91mERROR   \u001b[0m \u001b[1;38;5;251m └───┴───────────────────────────────────────────────────┴───────────┴───\u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=560804;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py\u001b\\\u001b[2mminuit_minimizer.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=403752;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/minimizer/minuit_minimizer.py#169\u001b\\\u001b[2m169\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[38;5;46m         \u001b[0m         \u001b[1;38;5;251m────────┴────────────┴────────────┴─────────┴─────────┴───────┘          \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b[2m                       \u001b[0m\n"
      ]
     },
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    },
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">         </span><span style=\"color: #00ffaf; text-decoration-color: #00ffaf\">INFO    </span> <span style=\"color: #c6c6c6; text-decoration-color: #c6c6c6; font-weight: bold\"> set the minimizer to minuit                                             </span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/classicMLE/joint_likelihood.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">joint_likelihood.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/classicMLE/joint_likelihood.py#1017\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">1017</span></a>\n",
       "</pre>\n"
      ],
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       "\u001b[38;5;46m        \u001b[0m\u001b[38;5;46m \u001b[0m\u001b[38;5;49mINFO    \u001b[0m \u001b[1;38;5;251m set the minimizer to minuit                                            \u001b[0m\u001b[1;38;5;251m \u001b[0m\u001b]8;id=710411;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/classicMLE/joint_likelihood.py\u001b\\\u001b[2mjoint_likelihood.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=490832;file:///Users/eneights/software/miniforge3/envs/cosipy-develop/lib/python3.12/site-packages/threeML/classicMLE/joint_likelihood.py#1017\u001b\\\u001b[2m1017\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
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    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2/100 fits failed\n"
     ]
    }
   ],
   "source": [
    "n = 100\n",
    "\n",
    "spectral_component_mdp = SpectralComponent('grb_mdp', spectrum, polarization)\n",
    "\n",
    "source_mdp = PointSource('source',                               \n",
    "                         l = source_direction.l.deg,        \n",
    "                         b = source_direction.b.deg,\n",
    "                         components = [spectral_component_mdp])   \n",
    "\n",
    "source_mdp.components['grb_mdp'].shape.K.fix = True\n",
    "source_mdp.components['grb_mdp'].shape.E0.fix = True\n",
    "source_mdp.components['grb_mdp'].shape.alpha.fix = True\n",
    "source_mdp.components['grb_mdp'].shape.beta.fix = True\n",
    "\n",
    "model_mdp = Model(source_mdp)\n",
    "\n",
    "bkg_parameter = Parameter('total_bkg',\n",
    "                          0.0016,\n",
    "                          min_value=0,\n",
    "                          max_value=100,\n",
    "                          delta=0.05,\n",
    "                          unit = u.Hz,\n",
    "                          free = False)\n",
    "\n",
    "mdp = compute_mdp(n, model_mdp, bkg, bkg_parameter, sc_orientation, response_file, 'RelativeX')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3cc4db9d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Minimum detectable polarization: 6.10%\n"
     ]
    }
   ],
   "source": [
    "print(f'Minimum detectable polarization: {mdp:.2f}%')"
   ]
  }
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