example-notebook.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Example of loading and running the Euro-Calliope model\n",
    "## This model includes the UK and Ireland only, and is at a 3-hourly resolution for a whole year.\n",
    "\n",
    "Optional scenarios:\n",
    "- freeze-hydro-capacities: set hydro capacities to today's values\n",
    "- dispatch: run the problem as a rolling horizon optimisation, where the system does not know about weather conditions or demand more than 1 week ahead of time\n",
    "- load-shedding: Include an expensive 'technology' to enable load shedding when supply is insufficient to meet demand.\n",
    "\n",
    "`dispatch` and `load-shedding` are for use when capacities have been fixed based on an optimal run (see `Setting capacities to be fixed and re-running` later in this notebook)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "\n",
    "import calliope\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "\n",
    "calliope.set_log_verbosity(\"warning\")\n",
    "\n",
    "inputdir = \"/home/users/swr03djb/djbsmall_euro-calliope-uk_irl\"\n",
    "outputdir = \"~/outputs\"\n",
    "calliope.set_log_verbosity(\"warning\")\n",
    "\n",
    "if \"GRB_LICENSE_FILE\" not in os.environ.keys():\n",
    "    os.environ[\"GRB_LICENSE_FILE\"] = \"/gws/smf/j04/cop26_hackathons/oxford/gurobi/gurobi.lic\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "model = calliope.Model(\n",
    "    os.path.join(inputdir, \"national\", \"example-model.yaml\"), \n",
    "    scenario=\"freeze-hydro-capacities\"\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "ename": "ModelError",
     "evalue": "This model object already has results. Use model.run(force_rerun=True) to forcethe results to be overwritten with a new run.",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mModelError\u001b[0m                                Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-6-640ff0f5af65>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;32m~/.conda/envs/euro-calliope/lib/python3.7/site-packages/calliope/core/model.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(self, force_rerun, **kwargs)\u001b[0m\n\u001b[1;32m    250\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mhasattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"results\"\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mresults\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata_vars\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mforce_rerun\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    251\u001b[0m             raise exceptions.ModelError(\n\u001b[0;32m--> 252\u001b[0;31m                 \u001b[0;34m\"This model object already has results. \"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    253\u001b[0m                 \u001b[0;34m\"Use model.run(force_rerun=True) to force\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    254\u001b[0m                 \u001b[0;34m\"the results to be overwritten with a new run.\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mModelError\u001b[0m: This model object already has results. Use model.run(force_rerun=True) to forcethe results to be overwritten with a new run."
     ]
    }
   ],
   "source": [
    "model.run()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "## Setting capacities to be fixed and re-running"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def update_model_capacities(optimal_model, new_model, fillna=False):\n",
    "    if fillna is True:\n",
    "        new_model._model_data[\"energy_cap_equals\"] = (\n",
    "            new_model._model_data[\"energy_cap_equals\"].fillna(\n",
    "                optimal_model._model_data[\"energy_cap\"]\n",
    "                .where(optimal_model._model_data.loc_techs.str.find(\"demand\") == -1)\n",
    "            )\n",
    "        )\n",
    "        new_model._model_data[\"storage_cap_equals\"] = (\n",
    "            new_model._model_data[\"storage_cap_equals\"].fillna(\n",
    "                optimal_model._model_data[\"storage_cap\"]\n",
    "            )\n",
    "        )\n",
    "    else:\n",
    "        new_model._model_data[\"energy_cap_equals\"] = (\n",
    "            optimal_model._model_data[\"energy_cap\"]\n",
    "            .where(optimal_model._model_data.loc_techs.str.find(\"demand\") == -1)\n",
    "        )\n",
    "        new_model._model_data[\"storage_cap_equals\"] = optimal_model._model_data[\"storage_cap\"]\n",
    "\n",
    "    new_model._model_data[\"energy_cap_equals\"].attrs[\"is_result\"] = 0\n",
    "    new_model._model_data[\"storage_cap_equals\"].attrs[\"is_result\"] = 0"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "UPDATE TIMESERIES DATA HERE\n",
    "e.g. \n",
    "```\n",
    "new_model = calliope.Model(\n",
    "    os.path.join(inputdir, \"national\", \"example-model.yaml\"), \n",
    "    scenario=\"freeze-hydro-capacities,my-new-timesereries\"\n",
    ")\n",
    "update_model(model, new_model)\n",
    "new_model.run()\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "new_model = calliope.Model(\n",
    "    os.path.join(inputdir, \"national\", \"example-model.yaml\"), \n",
    "    scenario=\"freeze-hydro-capacities,dispatch,load-shedding\"\n",
    ")\n",
    "update_model_capacities(model, new_model, fillna=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[2021-06-22 16:07:21] WARNING  /home/users/swr03djb/.conda/envs/euro-calliope/lib/python3.7/site-packages/calliope/exceptions.py:60: ModelWarning:\n",
      "\n",
      "Possible issues found during model processing:\n",
      " * Initial stored energy not defined, set to zero for all loc::techs in loc_techs_store, for use in iterative optimisation\n",
      " * Resource capacity constraint defined and set to infinity for all supply_plus techs\n",
      "\n",
      "\n",
      "[2021-06-22 16:07:21] INFO     Loading sets\n",
      "[2021-06-22 16:07:21] INFO     Loading parameters\n",
      "[2021-06-22 16:07:21] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-22 16:07:21] INFO     creating capacity constraints\n",
      "[2021-06-22 16:07:21] INFO     creating costs constraints\n",
      "[2021-06-22 16:07:21] INFO     creating dispatch constraints\n",
      "[2021-06-22 16:07:21] INFO     creating energy_balance constraints\n",
      "[2021-06-22 16:07:23] INFO     creating network constraints\n",
      "[2021-06-22 16:07:23] INFO     creating policy constraints\n",
      "[2021-06-22 16:07:23] INFO     creating conversion constraints\n",
      "[2021-06-22 16:07:23] INFO     creating conversion_plus constraints\n",
      "[2021-06-22 16:07:23] INFO     creating group constraints\n",
      "[2021-06-22 16:07:23] INFO     creating export constraints\n",
      "[2021-06-22 16:07:23] INFO     creating milp constraints\n",
      "[2021-06-22 16:07:24] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:24] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:24] DEBUG    Changed value of parameter LogFile to /tmp/tmpew5_i6q6.log\n",
      "[2021-06-22 16:07:24] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:24] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:24] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:24] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:24] DEBUG    Model fingerprint: 0xcdf225fa\n",
      "[2021-06-22 16:07:24] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:24] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:24] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:24] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:24] DEBUG    RHS range        [3e-05, 2e+02]\n",
      "[2021-06-22 16:07:24] DEBUG    Presolve removed 5234 rows and 2678 columns\n",
      "[2021-06-22 16:07:24] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:24] DEBUG    Presolved: 504 rows, 1604 columns, 2829 nonzeros\n",
      "[2021-06-22 16:07:24] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:24] DEBUG    0    0.0000000e+00   8.440301e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:24] DEBUG    586    8.0395583e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:24] DEBUG    Solved in 586 iterations and 0.03 seconds\n",
      "[2021-06-22 16:07:24] DEBUG    Optimal objective  8.039558256e-03\n",
      "[2021-06-22 16:07:24] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:24] DEBUG    Prev: /tmp/tmpew5_i6q6.log  Default:\n",
      "[2021-06-22 16:07:25] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:25] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:25] DEBUG    Changed value of parameter LogFile to /tmp/tmposghfiip.log\n",
      "[2021-06-22 16:07:25] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:25] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:25] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:25] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:25] DEBUG    Model fingerprint: 0x4b8eb11c\n",
      "[2021-06-22 16:07:25] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:25] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:25] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:25] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:25] DEBUG    RHS range        [3e-05, 2e+02]\n",
      "[2021-06-22 16:07:25] DEBUG    Presolve removed 5239 rows and 2669 columns\n",
      "[2021-06-22 16:07:25] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:25] DEBUG    Presolved: 499 rows, 1613 columns, 2833 nonzeros\n",
      "[2021-06-22 16:07:25] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:25] DEBUG    0    0.0000000e+00   9.795156e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:25] DEBUG    743    8.0949209e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:25] DEBUG    Solved in 743 iterations and 0.03 seconds\n",
      "[2021-06-22 16:07:25] DEBUG    Optimal objective  8.094920858e-03\n",
      "[2021-06-22 16:07:25] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:25] DEBUG    Prev: /tmp/tmposghfiip.log  Default:\n",
      "[2021-06-22 16:07:25] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:25] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:25] DEBUG    Changed value of parameter LogFile to /tmp/tmpbh8xjde6.log\n",
      "[2021-06-22 16:07:25] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:25] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:25] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:25] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:25] DEBUG    Model fingerprint: 0xcef86e26\n",
      "[2021-06-22 16:07:25] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:25] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:25] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:25] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:25] DEBUG    RHS range        [3e-05, 2e+02]\n",
      "[2021-06-22 16:07:25] DEBUG    Presolve removed 5161 rows and 2447 columns\n",
      "[2021-06-22 16:07:25] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:25] DEBUG    Presolved: 577 rows, 1835 columns, 3207 nonzeros\n",
      "[2021-06-22 16:07:25] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:25] DEBUG    0    0.0000000e+00   9.122692e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:25] DEBUG    748    9.4396516e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:25] DEBUG    Solved in 748 iterations and 0.03 seconds\n",
      "[2021-06-22 16:07:25] DEBUG    Optimal objective  9.439651591e-03\n",
      "[2021-06-22 16:07:25] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:25] DEBUG    Prev: /tmp/tmpbh8xjde6.log  Default:\n",
      "[2021-06-22 16:07:26] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:26] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:26] DEBUG    Changed value of parameter LogFile to /tmp/tmp3luqq1kd.log\n",
      "[2021-06-22 16:07:26] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:26] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:26] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:26] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:26] DEBUG    Model fingerprint: 0x14044857\n",
      "[2021-06-22 16:07:26] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:26] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:26] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:26] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:26] DEBUG    RHS range        [3e-05, 2e+02]\n",
      "[2021-06-22 16:07:26] DEBUG    Presolve removed 5163 rows and 2452 columns\n",
      "[2021-06-22 16:07:26] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:26] DEBUG    Presolved: 575 rows, 1830 columns, 3196 nonzeros\n",
      "[2021-06-22 16:07:26] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:26] DEBUG    0    0.0000000e+00   8.841849e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:26] DEBUG    633    2.9206517e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:26] DEBUG    Solved in 633 iterations and 0.03 seconds\n",
      "[2021-06-22 16:07:26] DEBUG    Optimal objective  2.920651654e-02\n",
      "[2021-06-22 16:07:26] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:26] DEBUG    Prev: /tmp/tmp3luqq1kd.log  Default:\n",
      "[2021-06-22 16:07:27] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:27] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:27] DEBUG    Changed value of parameter LogFile to /tmp/tmp4lena0e6.log\n",
      "[2021-06-22 16:07:27] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:27] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:27] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:27] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:27] DEBUG    Model fingerprint: 0x18ece2e3\n",
      "[2021-06-22 16:07:27] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:27] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:27] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:27] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:27] DEBUG    RHS range        [2e-05, 2e+02]\n",
      "[2021-06-22 16:07:27] DEBUG    Presolve removed 5128 rows and 2332 columns\n",
      "[2021-06-22 16:07:27] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:27] DEBUG    Presolved: 610 rows, 1950 columns, 3391 nonzeros\n",
      "[2021-06-22 16:07:27] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:27] DEBUG    0    0.0000000e+00   9.955369e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:27] DEBUG    701    6.7632173e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:27] DEBUG    Solved in 701 iterations and 0.02 seconds\n",
      "[2021-06-22 16:07:27] DEBUG    Optimal objective  6.763217270e-01\n",
      "[2021-06-22 16:07:27] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:27] DEBUG    Prev: /tmp/tmp4lena0e6.log  Default:\n",
      "[2021-06-22 16:07:28] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:28] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:28] DEBUG    Changed value of parameter LogFile to /tmp/tmp6j4uxsm6.log\n",
      "[2021-06-22 16:07:28] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:28] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:28] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:28] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:28] DEBUG    Model fingerprint: 0x7d5c5f3d\n",
      "[2021-06-22 16:07:28] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:28] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:28] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:28] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:28] DEBUG    RHS range        [7e-06, 2e+02]\n",
      "[2021-06-22 16:07:28] DEBUG    Presolve removed 5140 rows and 2371 columns\n",
      "[2021-06-22 16:07:28] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:07:28] DEBUG    Presolved: 598 rows, 1911 columns, 3340 nonzeros\n",
      "[2021-06-22 16:07:28] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:28] DEBUG    0    0.0000000e+00   1.028884e+03   0.000000e+00      0s\n",
      "[2021-06-22 16:07:28] DEBUG    664    8.9599103e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:28] DEBUG    Solved in 664 iterations and 0.04 seconds\n",
      "[2021-06-22 16:07:28] DEBUG    Optimal objective  8.959910264e-01\n",
      "[2021-06-22 16:07:28] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:28] DEBUG    Prev: /tmp/tmp6j4uxsm6.log  Default:\n",
      "[2021-06-22 16:07:29] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:29] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:29] DEBUG    Changed value of parameter LogFile to /tmp/tmp231dw64k.log\n",
      "[2021-06-22 16:07:29] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:29] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:29] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:29] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:29] DEBUG    Model fingerprint: 0xb36cc44e\n",
      "[2021-06-22 16:07:29] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:29] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:29] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:29] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:29] DEBUG    RHS range        [2e-05, 2e+02]\n",
      "[2021-06-22 16:07:29] DEBUG    Presolve removed 5134 rows and 2387 columns\n",
      "[2021-06-22 16:07:29] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:29] DEBUG    Presolved: 604 rows, 1895 columns, 3328 nonzeros\n",
      "[2021-06-22 16:07:29] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:29] DEBUG    0    0.0000000e+00   1.034427e+03   0.000000e+00      0s\n",
      "[2021-06-22 16:07:29] DEBUG    558    5.2101358e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:29] DEBUG    Solved in 558 iterations and 0.02 seconds\n",
      "[2021-06-22 16:07:29] DEBUG    Optimal objective  5.210135807e-01\n",
      "[2021-06-22 16:07:29] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:29] DEBUG    Prev: /tmp/tmp231dw64k.log  Default:\n",
      "[2021-06-22 16:07:29] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:29] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:29] DEBUG    Changed value of parameter LogFile to /tmp/tmpr91gu1zr.log\n",
      "[2021-06-22 16:07:29] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:29] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:29] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:29] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:29] DEBUG    Model fingerprint: 0xfdd5002d\n",
      "[2021-06-22 16:07:29] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:29] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:29] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:29] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:29] DEBUG    RHS range        [3e-05, 2e+02]\n",
      "[2021-06-22 16:07:29] DEBUG    Presolve removed 5129 rows and 2408 columns\n",
      "[2021-06-22 16:07:29] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:07:29] DEBUG    Presolved: 609 rows, 1874 columns, 3307 nonzeros\n",
      "[2021-06-22 16:07:29] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:29] DEBUG    0    0.0000000e+00   8.466682e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:29] DEBUG    451    7.7136740e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:29] DEBUG    Solved in 451 iterations and 0.04 seconds\n",
      "[2021-06-22 16:07:29] DEBUG    Optimal objective  7.713674000e-03\n",
      "[2021-06-22 16:07:29] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:29] DEBUG    Prev: /tmp/tmpr91gu1zr.log  Default:\n",
      "[2021-06-22 16:07:30] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:30] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:30] DEBUG    Changed value of parameter LogFile to /tmp/tmpy46zp2zt.log\n",
      "[2021-06-22 16:07:30] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:30] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:30] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:30] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:30] DEBUG    Model fingerprint: 0x8668234c\n",
      "[2021-06-22 16:07:30] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:30] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:30] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:30] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:30] DEBUG    RHS range        [3e-05, 2e+02]\n",
      "[2021-06-22 16:07:30] DEBUG    Presolve removed 5129 rows and 2418 columns\n",
      "[2021-06-22 16:07:30] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:30] DEBUG    Presolved: 609 rows, 1864 columns, 3297 nonzeros\n",
      "[2021-06-22 16:07:30] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:30] DEBUG    0    0.0000000e+00   8.448363e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:30] DEBUG    373    7.6984129e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:30] DEBUG    Solved in 373 iterations and 0.02 seconds\n",
      "[2021-06-22 16:07:30] DEBUG    Optimal objective  7.698412904e-03\n",
      "[2021-06-22 16:07:30] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:30] DEBUG    Prev: /tmp/tmpy46zp2zt.log  Default:\n",
      "[2021-06-22 16:07:31] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:31] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:31] DEBUG    Changed value of parameter LogFile to /tmp/tmp273qqj75.log\n",
      "[2021-06-22 16:07:31] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:31] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:31] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:31] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:31] DEBUG    Model fingerprint: 0x1a0ea046\n",
      "[2021-06-22 16:07:31] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:31] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:31] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:31] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:31] DEBUG    RHS range        [2e-05, 2e+02]\n",
      "[2021-06-22 16:07:31] DEBUG    Presolve removed 5122 rows and 2409 columns\n",
      "[2021-06-22 16:07:31] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:31] DEBUG    Presolved: 616 rows, 1873 columns, 3320 nonzeros\n",
      "[2021-06-22 16:07:31] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:31] DEBUG    0    0.0000000e+00   8.467882e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:31] DEBUG    560    7.7595822e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:31] DEBUG    Solved in 560 iterations and 0.02 seconds\n",
      "[2021-06-22 16:07:31] DEBUG    Optimal objective  7.759582187e-03\n",
      "[2021-06-22 16:07:31] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:31] DEBUG    Prev: /tmp/tmp273qqj75.log  Default:\n",
      "[2021-06-22 16:07:32] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:32] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:32] DEBUG    Changed value of parameter LogFile to /tmp/tmpwcbt6nil.log\n",
      "[2021-06-22 16:07:32] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:32] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:32] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:32] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:32] DEBUG    Model fingerprint: 0x28fd4d00\n",
      "[2021-06-22 16:07:32] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:32] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:32] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:32] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:32] DEBUG    RHS range        [2e-05, 2e+02]\n",
      "[2021-06-22 16:07:32] DEBUG    Presolve removed 5126 rows and 2404 columns\n",
      "[2021-06-22 16:07:32] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:07:32] DEBUG    Presolved: 612 rows, 1878 columns, 3317 nonzeros\n",
      "[2021-06-22 16:07:32] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:32] DEBUG    0    0.0000000e+00   8.466784e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:32] DEBUG    552    7.7931215e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:32] DEBUG    Solved in 552 iterations and 0.04 seconds\n",
      "[2021-06-22 16:07:32] DEBUG    Optimal objective  7.793121530e-03\n",
      "[2021-06-22 16:07:32] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:32] DEBUG    Prev: /tmp/tmpwcbt6nil.log  Default:\n",
      "[2021-06-22 16:07:33] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:33] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:33] DEBUG    Changed value of parameter LogFile to /tmp/tmpehu3s2va.log\n",
      "[2021-06-22 16:07:33] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:33] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:33] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:33] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:33] DEBUG    Model fingerprint: 0xe6875d93\n",
      "[2021-06-22 16:07:33] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:33] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:33] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:33] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:33] DEBUG    RHS range        [2e-05, 2e+02]\n",
      "[2021-06-22 16:07:33] DEBUG    Presolve removed 5124 rows and 2393 columns\n",
      "[2021-06-22 16:07:33] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:07:33] DEBUG    Presolved: 614 rows, 1889 columns, 3332 nonzeros\n",
      "[2021-06-22 16:07:33] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:33] DEBUG    0    0.0000000e+00   8.475418e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:33] DEBUG    473    7.7966327e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:33] DEBUG    Solved in 473 iterations and 0.04 seconds\n",
      "[2021-06-22 16:07:33] DEBUG    Optimal objective  7.796632655e-03\n",
      "[2021-06-22 16:07:33] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:33] DEBUG    Prev: /tmp/tmpehu3s2va.log  Default:\n",
      "[2021-06-22 16:07:34] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:34] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:34] DEBUG    Changed value of parameter LogFile to /tmp/tmpgvykth7a.log\n",
      "[2021-06-22 16:07:34] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:34] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:34] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:34] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:34] DEBUG    Model fingerprint: 0x2bf3e5cf\n",
      "[2021-06-22 16:07:34] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:34] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:34] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:34] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:34] DEBUG    RHS range        [2e-05, 2e+02]\n",
      "[2021-06-22 16:07:34] DEBUG    Presolve removed 5122 rows and 2372 columns\n",
      "[2021-06-22 16:07:34] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:34] DEBUG    Presolved: 616 rows, 1910 columns, 3357 nonzeros\n",
      "[2021-06-22 16:07:34] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:34] DEBUG    0    0.0000000e+00   8.495653e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:34] DEBUG    794    1.0584120e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:34] DEBUG    Solved in 794 iterations and 0.03 seconds\n",
      "[2021-06-22 16:07:34] DEBUG    Optimal objective  1.058412012e-02\n",
      "[2021-06-22 16:07:34] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:34] DEBUG    Prev: /tmp/tmpgvykth7a.log  Default:\n",
      "[2021-06-22 16:07:34] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:34] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:34] DEBUG    Changed value of parameter LogFile to /tmp/tmpmviwu6f_.log\n",
      "[2021-06-22 16:07:34] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:34] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:34] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:34] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:35] DEBUG    Model fingerprint: 0xcf40b38b\n",
      "[2021-06-22 16:07:35] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:35] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:35] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:35] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:35] DEBUG    RHS range        [2e-05, 2e+02]\n",
      "[2021-06-22 16:07:35] DEBUG    Presolve removed 5140 rows and 2347 columns\n",
      "[2021-06-22 16:07:35] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:07:35] DEBUG    Presolved: 598 rows, 1935 columns, 3364 nonzeros\n",
      "[2021-06-22 16:07:35] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:35] DEBUG    0    0.0000000e+00   9.894677e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:35] DEBUG    729    9.4205188e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:35] DEBUG    Solved in 729 iterations and 0.05 seconds\n",
      "[2021-06-22 16:07:35] DEBUG    Optimal objective  9.420518836e-03\n",
      "[2021-06-22 16:07:35] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:35] DEBUG    Prev: /tmp/tmpmviwu6f_.log  Default:\n",
      "[2021-06-22 16:07:35] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:35] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:35] DEBUG    Changed value of parameter LogFile to /tmp/tmphk4v2sci.log\n",
      "[2021-06-22 16:07:35] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:35] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:35] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:35] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:35] DEBUG    Model fingerprint: 0x5535afbe\n",
      "[2021-06-22 16:07:35] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:35] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:35] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:35] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:35] DEBUG    RHS range        [2e-05, 2e+02]\n",
      "[2021-06-22 16:07:35] DEBUG    Presolve removed 5128 rows and 2342 columns\n",
      "[2021-06-22 16:07:35] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:35] DEBUG    Presolved: 610 rows, 1940 columns, 3381 nonzeros\n",
      "[2021-06-22 16:07:35] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:35] DEBUG    0    0.0000000e+00   1.000044e+03   0.000000e+00      0s\n",
      "[2021-06-22 16:07:35] DEBUG    911    1.9076233e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:35] DEBUG    Solved in 911 iterations and 0.03 seconds\n",
      "[2021-06-22 16:07:35] DEBUG    Optimal objective  1.907623271e-02\n",
      "[2021-06-22 16:07:35] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:35] DEBUG    Prev: /tmp/tmphk4v2sci.log  Default:\n",
      "[2021-06-22 16:07:36] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:36] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:36] DEBUG    Changed value of parameter LogFile to /tmp/tmp_nyd_2xd.log\n",
      "[2021-06-22 16:07:36] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:36] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:36] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:36] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:36] DEBUG    Model fingerprint: 0xb35fb252\n",
      "[2021-06-22 16:07:36] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:36] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:36] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:36] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:36] DEBUG    RHS range        [2e-05, 2e+02]\n",
      "[2021-06-22 16:07:36] DEBUG    Presolve removed 5127 rows and 2357 columns\n",
      "[2021-06-22 16:07:36] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:36] DEBUG    Presolved: 611 rows, 1925 columns, 3367 nonzeros\n",
      "[2021-06-22 16:07:36] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:36] DEBUG    0    0.0000000e+00   1.016153e+03   0.000000e+00      0s\n",
      "[2021-06-22 16:07:36] DEBUG    743    1.3630444e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:36] DEBUG    Solved in 743 iterations and 0.02 seconds\n",
      "[2021-06-22 16:07:36] DEBUG    Optimal objective  1.363044431e-02\n",
      "[2021-06-22 16:07:36] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:36] DEBUG    Prev: /tmp/tmp_nyd_2xd.log  Default:\n",
      "[2021-06-22 16:07:37] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:37] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:37] DEBUG    Changed value of parameter LogFile to /tmp/tmp4j8w6usr.log\n",
      "[2021-06-22 16:07:37] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:37] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:37] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:37] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:37] DEBUG    Model fingerprint: 0xb9e9edb2\n",
      "[2021-06-22 16:07:37] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:37] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:37] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:37] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:37] DEBUG    RHS range        [2e-05, 2e+02]\n",
      "[2021-06-22 16:07:37] DEBUG    Presolve removed 5126 rows and 2349 columns\n",
      "[2021-06-22 16:07:37] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:37] DEBUG    Presolved: 612 rows, 1933 columns, 3376 nonzeros\n",
      "[2021-06-22 16:07:37] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:37] DEBUG    0    0.0000000e+00   8.908647e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:37] DEBUG    863    2.2709368e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:37] DEBUG    Solved in 863 iterations and 0.03 seconds\n",
      "[2021-06-22 16:07:37] DEBUG    Optimal objective  2.270936824e-02\n",
      "[2021-06-22 16:07:37] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:37] DEBUG    Prev: /tmp/tmp4j8w6usr.log  Default:\n",
      "[2021-06-22 16:07:38] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:38] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:38] DEBUG    Changed value of parameter LogFile to /tmp/tmp8ynu3hc0.log\n",
      "[2021-06-22 16:07:38] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:38] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:38] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:38] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:38] DEBUG    Model fingerprint: 0xf5c6f967\n",
      "[2021-06-22 16:07:38] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:38] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:38] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:38] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:38] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:07:38] DEBUG    Presolve removed 5139 rows and 2356 columns\n",
      "[2021-06-22 16:07:38] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:38] DEBUG    Presolved: 599 rows, 1926 columns, 3356 nonzeros\n",
      "[2021-06-22 16:07:38] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:38] DEBUG    0    0.0000000e+00   1.015740e+03   0.000000e+00      0s\n",
      "[2021-06-22 16:07:38] DEBUG    724    5.2079547e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:38] DEBUG    Solved in 724 iterations and 0.02 seconds\n",
      "[2021-06-22 16:07:38] DEBUG    Optimal objective  5.207954747e-01\n",
      "[2021-06-22 16:07:38] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:38] DEBUG    Prev: /tmp/tmp8ynu3hc0.log  Default:\n",
      "[2021-06-22 16:07:38] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:38] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:38] DEBUG    Changed value of parameter LogFile to /tmp/tmpzqps351g.log\n",
      "[2021-06-22 16:07:38] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:38] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:38] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:38] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:38] DEBUG    Model fingerprint: 0xf2505b32\n",
      "[2021-06-22 16:07:38] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:38] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:38] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:38] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:38] DEBUG    RHS range        [2e-05, 2e+02]\n",
      "[2021-06-22 16:07:38] DEBUG    Presolve removed 5159 rows and 2399 columns\n",
      "[2021-06-22 16:07:38] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:38] DEBUG    Presolved: 579 rows, 1883 columns, 3292 nonzeros\n",
      "[2021-06-22 16:07:38] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:38] DEBUG    0    0.0000000e+00   1.040508e+03   0.000000e+00      0s\n",
      "[2021-06-22 16:07:38] DEBUG    585    3.7454626e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:38] DEBUG    Solved in 585 iterations and 0.02 seconds\n",
      "[2021-06-22 16:07:38] DEBUG    Optimal objective  3.745462607e-01\n",
      "[2021-06-22 16:07:38] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:38] DEBUG    Prev: /tmp/tmpzqps351g.log  Default:\n",
      "[2021-06-22 16:07:39] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:39] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:39] DEBUG    Changed value of parameter LogFile to /tmp/tmpvpd48vau.log\n",
      "[2021-06-22 16:07:39] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:39] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:39] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:39] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:39] DEBUG    Model fingerprint: 0x4832ab82\n",
      "[2021-06-22 16:07:39] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:39] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:39] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:39] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:39] DEBUG    RHS range        [2e-05, 2e+02]\n",
      "[2021-06-22 16:07:39] DEBUG    Presolve removed 5124 rows and 2358 columns\n",
      "[2021-06-22 16:07:39] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:39] DEBUG    Presolved: 614 rows, 1924 columns, 3369 nonzeros\n",
      "[2021-06-22 16:07:39] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:39] DEBUG    0    0.0000000e+00   8.545631e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:39] DEBUG    709    1.4194190e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:39] DEBUG    Solved in 709 iterations and 0.02 seconds\n",
      "[2021-06-22 16:07:39] DEBUG    Optimal objective  1.419418984e-01\n",
      "[2021-06-22 16:07:39] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:39] DEBUG    Prev: /tmp/tmpvpd48vau.log  Default:\n",
      "[2021-06-22 16:07:40] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:40] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:40] DEBUG    Changed value of parameter LogFile to /tmp/tmpg43e87pp.log\n",
      "[2021-06-22 16:07:40] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:40] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:40] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:40] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:40] DEBUG    Model fingerprint: 0xc51c08e8\n",
      "[2021-06-22 16:07:40] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:40] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:40] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:40] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:40] DEBUG    RHS range        [2e-05, 2e+02]\n",
      "[2021-06-22 16:07:40] DEBUG    Presolve removed 5125 rows and 2360 columns\n",
      "[2021-06-22 16:07:40] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:40] DEBUG    Presolved: 613 rows, 1922 columns, 3364 nonzeros\n",
      "[2021-06-22 16:07:40] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:40] DEBUG    0    0.0000000e+00   8.584745e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:40] DEBUG    752    8.8641976e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:40] DEBUG    Solved in 752 iterations and 0.03 seconds\n",
      "[2021-06-22 16:07:40] DEBUG    Optimal objective  8.864197649e-03\n",
      "[2021-06-22 16:07:40] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:40] DEBUG    Prev: /tmp/tmpg43e87pp.log  Default:\n",
      "[2021-06-22 16:07:40] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:40] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:40] DEBUG    Changed value of parameter LogFile to /tmp/tmpet81ak5f.log\n",
      "[2021-06-22 16:07:40] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:40] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:40] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:40] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:40] DEBUG    Model fingerprint: 0xfbf5954a\n",
      "[2021-06-22 16:07:40] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:40] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:41] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:41] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:41] DEBUG    RHS range        [2e-05, 2e+02]\n",
      "[2021-06-22 16:07:41] DEBUG    Presolve removed 5129 rows and 2341 columns\n",
      "[2021-06-22 16:07:41] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:41] DEBUG    Presolved: 609 rows, 1941 columns, 3381 nonzeros\n",
      "[2021-06-22 16:07:41] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:41] DEBUG    0    0.0000000e+00   9.953639e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:41] DEBUG    729    3.8455333e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:41] DEBUG    Solved in 729 iterations and 0.03 seconds\n",
      "[2021-06-22 16:07:41] DEBUG    Optimal objective  3.845533326e-02\n",
      "[2021-06-22 16:07:41] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:41] DEBUG    Prev: /tmp/tmpet81ak5f.log  Default:\n",
      "[2021-06-22 16:07:41] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:41] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:41] DEBUG    Changed value of parameter LogFile to /tmp/tmp_wfie4xi.log\n",
      "[2021-06-22 16:07:41] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:41] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:41] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:41] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:41] DEBUG    Model fingerprint: 0xaf61ca74\n",
      "[2021-06-22 16:07:41] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:41] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:41] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:41] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:41] DEBUG    RHS range        [2e-05, 2e+02]\n",
      "[2021-06-22 16:07:41] DEBUG    Presolve removed 5139 rows and 2358 columns\n",
      "[2021-06-22 16:07:41] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:41] DEBUG    Presolved: 599 rows, 1924 columns, 3354 nonzeros\n",
      "[2021-06-22 16:07:41] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:41] DEBUG    0    0.0000000e+00   9.966749e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:41] DEBUG    808    2.1720378e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:41] DEBUG    Solved in 808 iterations and 0.03 seconds\n",
      "[2021-06-22 16:07:41] DEBUG    Optimal objective  2.172037839e-01\n",
      "[2021-06-22 16:07:41] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:41] DEBUG    Prev: /tmp/tmp_wfie4xi.log  Default:\n",
      "[2021-06-22 16:07:42] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:42] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:42] DEBUG    Changed value of parameter LogFile to /tmp/tmpuzum3erm.log\n",
      "[2021-06-22 16:07:42] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:42] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:42] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:42] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:42] DEBUG    Model fingerprint: 0xb6b5499f\n",
      "[2021-06-22 16:07:42] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:42] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:42] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:42] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:42] DEBUG    RHS range        [2e-05, 2e+02]\n",
      "[2021-06-22 16:07:42] DEBUG    Presolve removed 5145 rows and 2367 columns\n",
      "[2021-06-22 16:07:42] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:42] DEBUG    Presolved: 593 rows, 1915 columns, 3339 nonzeros\n",
      "[2021-06-22 16:07:42] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:42] DEBUG    0    0.0000000e+00   1.057366e+03   0.000000e+00      0s\n",
      "[2021-06-22 16:07:42] DEBUG    777    2.3913989e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:42] DEBUG    Solved in 777 iterations and 0.03 seconds\n",
      "[2021-06-22 16:07:42] DEBUG    Optimal objective  2.391398901e-01\n",
      "[2021-06-22 16:07:42] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:42] DEBUG    Prev: /tmp/tmpuzum3erm.log  Default:\n",
      "[2021-06-22 16:07:43] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:43] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:43] DEBUG    Changed value of parameter LogFile to /tmp/tmpr1x0uc7v.log\n",
      "[2021-06-22 16:07:43] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:43] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:43] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:43] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:43] DEBUG    Model fingerprint: 0x8ab756a4\n",
      "[2021-06-22 16:07:43] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:43] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:43] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:43] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:43] DEBUG    RHS range        [2e-05, 2e+02]\n",
      "[2021-06-22 16:07:43] DEBUG    Presolve removed 5124 rows and 2330 columns\n",
      "[2021-06-22 16:07:43] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:43] DEBUG    Presolved: 614 rows, 1952 columns, 3397 nonzeros\n",
      "[2021-06-22 16:07:43] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:43] DEBUG    0    0.0000000e+00   8.697421e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:43] DEBUG    829    9.3491292e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:43] DEBUG    Solved in 829 iterations and 0.03 seconds\n",
      "[2021-06-22 16:07:43] DEBUG    Optimal objective  9.349129161e-01\n",
      "[2021-06-22 16:07:43] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:43] DEBUG    Prev: /tmp/tmpr1x0uc7v.log  Default:\n",
      "[2021-06-22 16:07:45] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:45] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:45] DEBUG    Changed value of parameter LogFile to /tmp/tmpkx3aq5uc.log\n",
      "[2021-06-22 16:07:45] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:45] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:45] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:45] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:45] DEBUG    Model fingerprint: 0x0ac9aec8\n",
      "[2021-06-22 16:07:45] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:45] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:45] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:45] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:45] DEBUG    RHS range        [2e-05, 2e+02]\n",
      "[2021-06-22 16:07:45] DEBUG    Presolve removed 5132 rows and 2345 columns\n",
      "[2021-06-22 16:07:45] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:45] DEBUG    Presolved: 606 rows, 1937 columns, 3374 nonzeros\n",
      "[2021-06-22 16:07:45] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:45] DEBUG    0    0.0000000e+00   9.224261e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:45] DEBUG    601    1.2495091e+00   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:45] DEBUG    Solved in 601 iterations and 0.03 seconds\n",
      "[2021-06-22 16:07:45] DEBUG    Optimal objective  1.249509053e+00\n",
      "[2021-06-22 16:07:45] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:45] DEBUG    Prev: /tmp/tmpkx3aq5uc.log  Default:\n",
      "[2021-06-22 16:07:46] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:46] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:46] DEBUG    Changed value of parameter LogFile to /tmp/tmp0ilc3mtv.log\n",
      "[2021-06-22 16:07:46] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:46] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:46] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:46] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:46] DEBUG    Model fingerprint: 0xe0646f68\n",
      "[2021-06-22 16:07:46] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:46] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:46] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:46] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:46] DEBUG    RHS range        [2e-05, 2e+02]\n",
      "[2021-06-22 16:07:46] DEBUG    Presolve removed 5136 rows and 2366 columns\n",
      "[2021-06-22 16:07:46] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:46] DEBUG    Presolved: 602 rows, 1916 columns, 3345 nonzeros\n",
      "[2021-06-22 16:07:46] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:46] DEBUG    0    0.0000000e+00   8.848288e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:46] DEBUG    667    9.3283157e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:46] DEBUG    Solved in 667 iterations and 0.03 seconds\n",
      "[2021-06-22 16:07:46] DEBUG    Optimal objective  9.328315664e-01\n",
      "[2021-06-22 16:07:46] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:46] DEBUG    Prev: /tmp/tmp0ilc3mtv.log  Default:\n",
      "[2021-06-22 16:07:47] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:47] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:47] DEBUG    Changed value of parameter LogFile to /tmp/tmpuy58xdbp.log\n",
      "[2021-06-22 16:07:47] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:47] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:47] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:47] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:47] DEBUG    Model fingerprint: 0xc464b84b\n",
      "[2021-06-22 16:07:47] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:47] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:47] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:47] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:47] DEBUG    RHS range        [2e-05, 2e+02]\n",
      "[2021-06-22 16:07:47] DEBUG    Presolve removed 5130 rows and 2372 columns\n",
      "[2021-06-22 16:07:47] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:07:47] DEBUG    Presolved: 608 rows, 1910 columns, 3349 nonzeros\n",
      "[2021-06-22 16:07:47] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:47] DEBUG    0    0.0000000e+00   8.695420e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:47] DEBUG    446    5.3096746e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:47] DEBUG    Solved in 446 iterations and 0.03 seconds\n",
      "[2021-06-22 16:07:47] DEBUG    Optimal objective  5.309674598e-01\n",
      "[2021-06-22 16:07:47] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:47] DEBUG    Prev: /tmp/tmpuy58xdbp.log  Default:\n",
      "[2021-06-22 16:07:48] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:48] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:48] DEBUG    Changed value of parameter LogFile to /tmp/tmp91y1877w.log\n",
      "[2021-06-22 16:07:48] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:48] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:48] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:48] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:48] DEBUG    Model fingerprint: 0xda34cd64\n",
      "[2021-06-22 16:07:48] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:48] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:48] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:48] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:48] DEBUG    RHS range        [1e-05, 2e+02]\n",
      "[2021-06-22 16:07:48] DEBUG    Presolve removed 5122 rows and 2358 columns\n",
      "[2021-06-22 16:07:48] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:48] DEBUG    Presolved: 616 rows, 1924 columns, 3371 nonzeros\n",
      "[2021-06-22 16:07:48] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:48] DEBUG    0    0.0000000e+00   8.362986e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:48] DEBUG    687    8.0178237e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:48] DEBUG    Solved in 687 iterations and 0.04 seconds\n",
      "[2021-06-22 16:07:48] DEBUG    Optimal objective  8.017823737e-03\n",
      "[2021-06-22 16:07:48] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:48] DEBUG    Prev: /tmp/tmp91y1877w.log  Default:\n",
      "[2021-06-22 16:07:48] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:48] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:48] DEBUG    Changed value of parameter LogFile to /tmp/tmps_qs2_0a.log\n",
      "[2021-06-22 16:07:48] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:48] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:48] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:48] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:48] DEBUG    Model fingerprint: 0x7b40ebfb\n",
      "[2021-06-22 16:07:48] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:48] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:48] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:48] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:48] DEBUG    RHS range        [1e-05, 2e+02]\n",
      "[2021-06-22 16:07:48] DEBUG    Presolve removed 5135 rows and 2347 columns\n",
      "[2021-06-22 16:07:48] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:07:48] DEBUG    Presolved: 603 rows, 1935 columns, 3369 nonzeros\n",
      "[2021-06-22 16:07:48] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:48] DEBUG    0    0.0000000e+00   9.762780e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:48] DEBUG    520    7.1979407e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:48] DEBUG    Solved in 520 iterations and 0.05 seconds\n",
      "[2021-06-22 16:07:48] DEBUG    Optimal objective  7.197940736e-03\n",
      "[2021-06-22 16:07:48] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:48] DEBUG    Prev: /tmp/tmps_qs2_0a.log  Default:\n",
      "[2021-06-22 16:07:49] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:49] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:49] DEBUG    Changed value of parameter LogFile to /tmp/tmpmnppzebs.log\n",
      "[2021-06-22 16:07:49] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:49] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:49] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:49] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:49] DEBUG    Model fingerprint: 0xa99fc625\n",
      "[2021-06-22 16:07:49] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:49] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:49] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:49] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:49] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:07:49] DEBUG    Presolve removed 5131 rows and 2363 columns\n",
      "[2021-06-22 16:07:49] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:07:49] DEBUG    Presolved: 607 rows, 1919 columns, 3353 nonzeros\n",
      "[2021-06-22 16:07:49] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:49] DEBUG    0    0.0000000e+00   9.734638e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:49] DEBUG    687    3.6615098e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:49] DEBUG    Solved in 687 iterations and 0.05 seconds\n",
      "[2021-06-22 16:07:49] DEBUG    Optimal objective  3.661509771e-02\n",
      "[2021-06-22 16:07:49] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:49] DEBUG    Prev: /tmp/tmpmnppzebs.log  Default:\n",
      "[2021-06-22 16:07:50] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:50] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:50] DEBUG    Changed value of parameter LogFile to /tmp/tmpu4c6oxzy.log\n",
      "[2021-06-22 16:07:50] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:50] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:50] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:50] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:50] DEBUG    Model fingerprint: 0xb44e6ea3\n",
      "[2021-06-22 16:07:50] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:50] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:50] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:50] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:50] DEBUG    RHS range        [1e-05, 2e+02]\n",
      "[2021-06-22 16:07:50] DEBUG    Presolve removed 5140 rows and 2374 columns\n",
      "[2021-06-22 16:07:50] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:07:50] DEBUG    Presolved: 598 rows, 1908 columns, 3337 nonzeros\n",
      "[2021-06-22 16:07:50] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:50] DEBUG    0    0.0000000e+00   1.039047e+03   0.000000e+00      0s\n",
      "[2021-06-22 16:07:50] DEBUG    789    2.8134186e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:50] DEBUG    Solved in 789 iterations and 0.04 seconds\n",
      "[2021-06-22 16:07:50] DEBUG    Optimal objective  2.813418637e-02\n",
      "[2021-06-22 16:07:50] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:50] DEBUG    Prev: /tmp/tmpu4c6oxzy.log  Default:\n",
      "[2021-06-22 16:07:51] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:51] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:51] DEBUG    Changed value of parameter LogFile to /tmp/tmpgb56kaox.log\n",
      "[2021-06-22 16:07:51] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:51] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:51] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:51] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:51] DEBUG    Model fingerprint: 0x96a1d720\n",
      "[2021-06-22 16:07:51] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:51] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:51] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:51] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:51] DEBUG    RHS range        [1e-05, 2e+02]\n",
      "[2021-06-22 16:07:51] DEBUG    Presolve removed 5125 rows and 2358 columns\n",
      "[2021-06-22 16:07:51] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:51] DEBUG    Presolved: 613 rows, 1924 columns, 3368 nonzeros\n",
      "[2021-06-22 16:07:51] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:51] DEBUG    0    0.0000000e+00   8.464803e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:51] DEBUG    804    1.6206017e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:51] DEBUG    Solved in 804 iterations and 0.03 seconds\n",
      "[2021-06-22 16:07:51] DEBUG    Optimal objective  1.620601736e-02\n",
      "[2021-06-22 16:07:51] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:51] DEBUG    Prev: /tmp/tmpgb56kaox.log  Default:\n",
      "[2021-06-22 16:07:52] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:52] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:52] DEBUG    Changed value of parameter LogFile to /tmp/tmpy7rsks0b.log\n",
      "[2021-06-22 16:07:52] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:52] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:52] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:52] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:52] DEBUG    Model fingerprint: 0x7ddfb210\n",
      "[2021-06-22 16:07:52] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:52] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:52] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:52] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:52] DEBUG    RHS range        [1e-05, 2e+02]\n",
      "[2021-06-22 16:07:52] DEBUG    Presolve removed 5135 rows and 2356 columns\n",
      "[2021-06-22 16:07:52] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:52] DEBUG    Presolved: 603 rows, 1926 columns, 3360 nonzeros\n",
      "[2021-06-22 16:07:52] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:52] DEBUG    0    0.0000000e+00   9.380810e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:52] DEBUG    749    1.5143453e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:52] DEBUG    Solved in 749 iterations and 0.03 seconds\n",
      "[2021-06-22 16:07:52] DEBUG    Optimal objective  1.514345314e-01\n",
      "[2021-06-22 16:07:52] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:52] DEBUG    Prev: /tmp/tmpy7rsks0b.log  Default:\n",
      "[2021-06-22 16:07:53] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:53] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:53] DEBUG    Changed value of parameter LogFile to /tmp/tmpgqis6fwu.log\n",
      "[2021-06-22 16:07:53] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:53] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:53] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:53] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:53] DEBUG    Model fingerprint: 0x96177f4a\n",
      "[2021-06-22 16:07:53] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:53] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:53] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:53] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:53] DEBUG    RHS range        [1e-05, 2e+02]\n",
      "[2021-06-22 16:07:53] DEBUG    Presolve removed 5141 rows and 2357 columns\n",
      "[2021-06-22 16:07:53] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:53] DEBUG    Presolved: 597 rows, 1925 columns, 3353 nonzeros\n",
      "[2021-06-22 16:07:53] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:53] DEBUG    0    0.0000000e+00   1.031459e+03   0.000000e+00      0s\n",
      "[2021-06-22 16:07:53] DEBUG    702    1.2874936e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:53] DEBUG    Solved in 702 iterations and 0.02 seconds\n",
      "[2021-06-22 16:07:53] DEBUG    Optimal objective  1.287493578e-01\n",
      "[2021-06-22 16:07:53] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:53] DEBUG    Prev: /tmp/tmpgqis6fwu.log  Default:\n",
      "[2021-06-22 16:07:53] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:53] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:53] DEBUG    Changed value of parameter LogFile to /tmp/tmpvyb8pag4.log\n",
      "[2021-06-22 16:07:53] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:53] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:53] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:53] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:53] DEBUG    Model fingerprint: 0x4376ae05\n",
      "[2021-06-22 16:07:53] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:53] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:53] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:53] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:53] DEBUG    RHS range        [1e-05, 2e+02]\n",
      "[2021-06-22 16:07:53] DEBUG    Presolve removed 5123 rows and 2329 columns\n",
      "[2021-06-22 16:07:53] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:53] DEBUG    Presolved: 615 rows, 1953 columns, 3399 nonzeros\n",
      "[2021-06-22 16:07:53] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:53] DEBUG    0    0.0000000e+00   8.453374e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:53] DEBUG    677    3.2219893e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:53] DEBUG    Solved in 677 iterations and 0.02 seconds\n",
      "[2021-06-22 16:07:53] DEBUG    Optimal objective  3.221989262e-02\n",
      "[2021-06-22 16:07:53] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:53] DEBUG    Prev: /tmp/tmpvyb8pag4.log  Default:\n",
      "[2021-06-22 16:07:54] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:54] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:54] DEBUG    Changed value of parameter LogFile to /tmp/tmpin9hh8mg.log\n",
      "[2021-06-22 16:07:54] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:54] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:54] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:54] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:54] DEBUG    Model fingerprint: 0x4f3506e0\n",
      "[2021-06-22 16:07:54] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:54] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:54] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:54] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:54] DEBUG    RHS range        [1e-05, 2e+02]\n",
      "[2021-06-22 16:07:54] DEBUG    Presolve removed 5134 rows and 2349 columns\n",
      "[2021-06-22 16:07:54] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:54] DEBUG    Presolved: 604 rows, 1933 columns, 3368 nonzeros\n",
      "[2021-06-22 16:07:54] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:54] DEBUG    0    0.0000000e+00   8.856453e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:54] DEBUG    597    1.9375889e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:54] DEBUG    Solved in 597 iterations and 0.03 seconds\n",
      "[2021-06-22 16:07:54] DEBUG    Optimal objective  1.937588907e-02\n",
      "[2021-06-22 16:07:54] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:54] DEBUG    Prev: /tmp/tmpin9hh8mg.log  Default:\n",
      "[2021-06-22 16:07:55] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:55] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:55] DEBUG    Changed value of parameter LogFile to /tmp/tmpduuez76q.log\n",
      "[2021-06-22 16:07:55] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:55] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:55] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:55] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:55] DEBUG    Model fingerprint: 0x5ec4d929\n",
      "[2021-06-22 16:07:55] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:55] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:55] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:55] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:55] DEBUG    RHS range        [1e-05, 2e+02]\n",
      "[2021-06-22 16:07:55] DEBUG    Presolve removed 5125 rows and 2333 columns\n",
      "[2021-06-22 16:07:55] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:07:55] DEBUG    Presolved: 613 rows, 1949 columns, 3393 nonzeros\n",
      "[2021-06-22 16:07:55] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:55] DEBUG    0    0.0000000e+00   8.339938e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:55] DEBUG    601    1.2465703e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:55] DEBUG    Solved in 601 iterations and 0.04 seconds\n",
      "[2021-06-22 16:07:55] DEBUG    Optimal objective  1.246570256e-02\n",
      "[2021-06-22 16:07:55] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:55] DEBUG    Prev: /tmp/tmpduuez76q.log  Default:\n",
      "[2021-06-22 16:07:56] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:56] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:56] DEBUG    Changed value of parameter LogFile to /tmp/tmp69aqh9wm.log\n",
      "[2021-06-22 16:07:56] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:56] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:56] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:56] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:56] DEBUG    Model fingerprint: 0xd7b66681\n",
      "[2021-06-22 16:07:56] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:56] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:56] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:56] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:56] DEBUG    RHS range        [1e-05, 2e+02]\n",
      "[2021-06-22 16:07:56] DEBUG    Presolve removed 5123 rows and 2333 columns\n",
      "[2021-06-22 16:07:56] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:56] DEBUG    Presolved: 615 rows, 1949 columns, 3395 nonzeros\n",
      "[2021-06-22 16:07:56] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:56] DEBUG    0    0.0000000e+00   8.567310e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:56] DEBUG    466    7.5374611e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:56] DEBUG    Solved in 466 iterations and 0.02 seconds\n",
      "[2021-06-22 16:07:56] DEBUG    Optimal objective  7.537461113e-03\n",
      "[2021-06-22 16:07:56] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:56] DEBUG    Prev: /tmp/tmp69aqh9wm.log  Default:\n",
      "[2021-06-22 16:07:57] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:57] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:57] DEBUG    Changed value of parameter LogFile to /tmp/tmpqonw7s09.log\n",
      "[2021-06-22 16:07:57] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:57] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:57] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:57] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:57] DEBUG    Model fingerprint: 0x0ac8af29\n",
      "[2021-06-22 16:07:57] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:57] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:57] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:57] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:57] DEBUG    RHS range        [1e-05, 2e+02]\n",
      "[2021-06-22 16:07:57] DEBUG    Presolve removed 5126 rows and 2348 columns\n",
      "[2021-06-22 16:07:57] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:57] DEBUG    Presolved: 612 rows, 1934 columns, 3377 nonzeros\n",
      "[2021-06-22 16:07:57] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:57] DEBUG    0    0.0000000e+00   9.735057e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:57] DEBUG    498    6.7161646e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:57] DEBUG    Solved in 498 iterations and 0.02 seconds\n",
      "[2021-06-22 16:07:57] DEBUG    Optimal objective  6.716164641e-03\n",
      "[2021-06-22 16:07:57] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:57] DEBUG    Prev: /tmp/tmpqonw7s09.log  Default:\n",
      "[2021-06-22 16:07:57] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:57] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:57] DEBUG    Changed value of parameter LogFile to /tmp/tmpfsw_g58a.log\n",
      "[2021-06-22 16:07:57] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:57] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:57] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:57] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:57] DEBUG    Model fingerprint: 0x65870c1d\n",
      "[2021-06-22 16:07:57] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:57] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:57] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:57] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:57] DEBUG    RHS range        [1e-05, 2e+02]\n",
      "[2021-06-22 16:07:57] DEBUG    Presolve removed 5123 rows and 2345 columns\n",
      "[2021-06-22 16:07:57] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:57] DEBUG    Presolved: 615 rows, 1937 columns, 3383 nonzeros\n",
      "[2021-06-22 16:07:57] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:57] DEBUG    0    0.0000000e+00   8.402409e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:57] DEBUG    512    7.2121770e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:57] DEBUG    Solved in 512 iterations and 0.02 seconds\n",
      "[2021-06-22 16:07:57] DEBUG    Optimal objective  7.212176961e-03\n",
      "[2021-06-22 16:07:57] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:57] DEBUG    Prev: /tmp/tmpfsw_g58a.log  Default:\n",
      "[2021-06-22 16:07:58] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:58] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:58] DEBUG    Changed value of parameter LogFile to /tmp/tmplw0yiskk.log\n",
      "[2021-06-22 16:07:58] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:58] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:58] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:58] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:58] DEBUG    Model fingerprint: 0xfbe98cf9\n",
      "[2021-06-22 16:07:58] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:58] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:58] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:58] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:58] DEBUG    RHS range        [1e-05, 2e+02]\n",
      "[2021-06-22 16:07:58] DEBUG    Presolve removed 5125 rows and 2333 columns\n",
      "[2021-06-22 16:07:58] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:58] DEBUG    Presolved: 613 rows, 1949 columns, 3393 nonzeros\n",
      "[2021-06-22 16:07:58] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:58] DEBUG    0    0.0000000e+00   9.745208e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:58] DEBUG    478    6.6386621e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:58] DEBUG    Solved in 478 iterations and 0.03 seconds\n",
      "[2021-06-22 16:07:58] DEBUG    Optimal objective  6.638662066e-03\n",
      "[2021-06-22 16:07:58] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:58] DEBUG    Prev: /tmp/tmplw0yiskk.log  Default:\n",
      "[2021-06-22 16:07:59] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:07:59] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:07:59] DEBUG    Changed value of parameter LogFile to /tmp/tmpmhms411y.log\n",
      "[2021-06-22 16:07:59] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:07:59] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:07:59] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:07:59] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:07:59] DEBUG    Model fingerprint: 0xb807df85\n",
      "[2021-06-22 16:07:59] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:07:59] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:07:59] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:07:59] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:07:59] DEBUG    RHS range        [9e-06, 2e+02]\n",
      "[2021-06-22 16:07:59] DEBUG    Presolve removed 5129 rows and 2335 columns\n",
      "[2021-06-22 16:07:59] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:07:59] DEBUG    Presolved: 609 rows, 1947 columns, 3387 nonzeros\n",
      "[2021-06-22 16:07:59] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:07:59] DEBUG    0    0.0000000e+00   9.963009e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:07:59] DEBUG    431    6.1849049e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:07:59] DEBUG    Solved in 431 iterations and 0.02 seconds\n",
      "[2021-06-22 16:07:59] DEBUG    Optimal objective  6.184904877e-03\n",
      "[2021-06-22 16:07:59] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:07:59] DEBUG    Prev: /tmp/tmpmhms411y.log  Default:\n",
      "[2021-06-22 16:08:00] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:00] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:00] DEBUG    Changed value of parameter LogFile to /tmp/tmp19xj_2_4.log\n",
      "[2021-06-22 16:08:00] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:00] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:00] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:00] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:00] DEBUG    Model fingerprint: 0x049e726a\n",
      "[2021-06-22 16:08:00] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:00] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:00] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:00] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:00] DEBUG    RHS range        [9e-06, 2e+02]\n",
      "[2021-06-22 16:08:00] DEBUG    Presolve removed 5122 rows and 2328 columns\n",
      "[2021-06-22 16:08:00] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:00] DEBUG    Presolved: 616 rows, 1954 columns, 3401 nonzeros\n",
      "[2021-06-22 16:08:00] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:00] DEBUG    0    0.0000000e+00   8.269176e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:00] DEBUG    477    6.8534574e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:00] DEBUG    Solved in 477 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:00] DEBUG    Optimal objective  6.853457382e-03\n",
      "[2021-06-22 16:08:00] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:00] DEBUG    Prev: /tmp/tmp19xj_2_4.log  Default:\n",
      "[2021-06-22 16:08:00] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:00] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:00] DEBUG    Changed value of parameter LogFile to /tmp/tmpdil_0fhj.log\n",
      "[2021-06-22 16:08:00] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:00] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:00] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:00] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:00] DEBUG    Model fingerprint: 0x9f28d8d5\n",
      "[2021-06-22 16:08:00] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:00] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:00] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:00] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:00] DEBUG    RHS range        [9e-06, 2e+02]\n",
      "[2021-06-22 16:08:00] DEBUG    Presolve removed 5123 rows and 2329 columns\n",
      "[2021-06-22 16:08:00] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:08:00] DEBUG    Presolved: 615 rows, 1953 columns, 3399 nonzeros\n",
      "[2021-06-22 16:08:00] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:00] DEBUG    0    0.0000000e+00   8.826947e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:00] DEBUG    760    2.5689044e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:00] DEBUG    Solved in 760 iterations and 0.05 seconds\n",
      "[2021-06-22 16:08:00] DEBUG    Optimal objective  2.568904359e-02\n",
      "[2021-06-22 16:08:00] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:00] DEBUG    Prev: /tmp/tmpdil_0fhj.log  Default:\n",
      "[2021-06-22 16:08:01] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:01] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:01] DEBUG    Changed value of parameter LogFile to /tmp/tmp7ky31kb7.log\n",
      "[2021-06-22 16:08:01] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:01] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:01] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:01] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:01] DEBUG    Model fingerprint: 0x5945de3c\n",
      "[2021-06-22 16:08:01] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:01] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:01] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:01] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:01] DEBUG    RHS range        [9e-06, 2e+02]\n",
      "[2021-06-22 16:08:01] DEBUG    Presolve removed 5142 rows and 2359 columns\n",
      "[2021-06-22 16:08:01] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:01] DEBUG    Presolved: 596 rows, 1923 columns, 3350 nonzeros\n",
      "[2021-06-22 16:08:01] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:01] DEBUG    0    0.0000000e+00   1.004663e+03   0.000000e+00      0s\n",
      "[2021-06-22 16:08:01] DEBUG    551    1.8078701e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:01] DEBUG    Solved in 551 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:01] DEBUG    Optimal objective  1.807870137e-02\n",
      "[2021-06-22 16:08:01] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:01] DEBUG    Prev: /tmp/tmp7ky31kb7.log  Default:\n",
      "[2021-06-22 16:08:02] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:02] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:02] DEBUG    Changed value of parameter LogFile to /tmp/tmpj2ymqixn.log\n",
      "[2021-06-22 16:08:02] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:02] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:02] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:02] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:02] DEBUG    Model fingerprint: 0x819331a0\n",
      "[2021-06-22 16:08:02] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:02] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:02] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:02] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:02] DEBUG    RHS range        [8e-06, 2e+02]\n",
      "[2021-06-22 16:08:02] DEBUG    Presolve removed 5125 rows and 2331 columns\n",
      "[2021-06-22 16:08:02] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:02] DEBUG    Presolved: 613 rows, 1951 columns, 3395 nonzeros\n",
      "[2021-06-22 16:08:02] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:02] DEBUG    0    0.0000000e+00   8.367725e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:02] DEBUG    667    1.1019632e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:02] DEBUG    Solved in 667 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:02] DEBUG    Optimal objective  1.101963183e-02\n",
      "[2021-06-22 16:08:02] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:02] DEBUG    Prev: /tmp/tmpj2ymqixn.log  Default:\n",
      "[2021-06-22 16:08:03] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:03] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:03] DEBUG    Changed value of parameter LogFile to /tmp/tmpf6q60fas.log\n",
      "[2021-06-22 16:08:03] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:03] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:03] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:03] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:03] DEBUG    Model fingerprint: 0x7ff2d972\n",
      "[2021-06-22 16:08:03] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:03] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:03] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:03] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:03] DEBUG    RHS range        [8e-06, 2e+02]\n",
      "[2021-06-22 16:08:03] DEBUG    Presolve removed 5135 rows and 2346 columns\n",
      "[2021-06-22 16:08:03] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:03] DEBUG    Presolved: 603 rows, 1936 columns, 3370 nonzeros\n",
      "[2021-06-22 16:08:03] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:03] DEBUG    0    0.0000000e+00   9.817029e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:03] DEBUG    575    7.3819700e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:03] DEBUG    Solved in 575 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:03] DEBUG    Optimal objective  7.381969997e-02\n",
      "[2021-06-22 16:08:03] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:03] DEBUG    Prev: /tmp/tmpf6q60fas.log  Default:\n",
      "[2021-06-22 16:08:03] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:03] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:03] DEBUG    Changed value of parameter LogFile to /tmp/tmppfw8fqx3.log\n",
      "[2021-06-22 16:08:03] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:03] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:03] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:03] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:03] DEBUG    Model fingerprint: 0xd2548f3c\n",
      "[2021-06-22 16:08:03] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:03] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:03] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:03] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:03] DEBUG    RHS range        [8e-06, 2e+02]\n",
      "[2021-06-22 16:08:03] DEBUG    Presolve removed 5135 rows and 2344 columns\n",
      "[2021-06-22 16:08:03] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:03] DEBUG    Presolved: 603 rows, 1938 columns, 3372 nonzeros\n",
      "[2021-06-22 16:08:03] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:03] DEBUG    0    0.0000000e+00   9.723687e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:03] DEBUG    638    2.1170803e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:03] DEBUG    Solved in 638 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:03] DEBUG    Optimal objective  2.117080250e-01\n",
      "[2021-06-22 16:08:03] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:03] DEBUG    Prev: /tmp/tmppfw8fqx3.log  Default:\n",
      "[2021-06-22 16:08:04] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:04] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:04] DEBUG    Changed value of parameter LogFile to /tmp/tmpf1n5spuk.log\n",
      "[2021-06-22 16:08:04] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:04] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:04] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:04] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:04] DEBUG    Model fingerprint: 0x4e110f0e\n",
      "[2021-06-22 16:08:04] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:04] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:04] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:04] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:04] DEBUG    RHS range        [7e-06, 2e+02]\n",
      "[2021-06-22 16:08:04] DEBUG    Presolve removed 5133 rows and 2343 columns\n",
      "[2021-06-22 16:08:04] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:04] DEBUG    Presolved: 605 rows, 1939 columns, 3375 nonzeros\n",
      "[2021-06-22 16:08:04] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:04] DEBUG    0    0.0000000e+00   9.807547e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:04] DEBUG    564    1.2165318e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:04] DEBUG    Solved in 564 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:04] DEBUG    Optimal objective  1.216531807e-01\n",
      "[2021-06-22 16:08:04] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:04] DEBUG    Prev: /tmp/tmpf1n5spuk.log  Default:\n",
      "[2021-06-22 16:08:05] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:05] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:05] DEBUG    Changed value of parameter LogFile to /tmp/tmppxr9sr_j.log\n",
      "[2021-06-22 16:08:05] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:05] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:05] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:05] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:05] DEBUG    Model fingerprint: 0x9deb58d5\n",
      "[2021-06-22 16:08:05] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:05] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:05] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:05] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:05] DEBUG    RHS range        [7e-06, 2e+02]\n",
      "[2021-06-22 16:08:05] DEBUG    Presolve removed 5122 rows and 2328 columns\n",
      "[2021-06-22 16:08:05] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:05] DEBUG    Presolved: 616 rows, 1954 columns, 3401 nonzeros\n",
      "[2021-06-22 16:08:05] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:05] DEBUG    0    0.0000000e+00   8.257134e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:05] DEBUG    668    1.7368288e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:05] DEBUG    Solved in 668 iterations and 0.03 seconds\n",
      "[2021-06-22 16:08:05] DEBUG    Optimal objective  1.736828757e-02\n",
      "[2021-06-22 16:08:05] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:05] DEBUG    Prev: /tmp/tmppxr9sr_j.log  Default:\n",
      "[2021-06-22 16:08:07] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:07] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:07] DEBUG    Changed value of parameter LogFile to /tmp/tmpdowp2y_c.log\n",
      "[2021-06-22 16:08:07] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:07] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:07] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:07] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:07] DEBUG    Model fingerprint: 0x79d9d61d\n",
      "[2021-06-22 16:08:07] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:07] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:07] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:07] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:07] DEBUG    RHS range        [7e-06, 2e+02]\n",
      "[2021-06-22 16:08:07] DEBUG    Presolve removed 5141 rows and 2355 columns\n",
      "[2021-06-22 16:08:07] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:07] DEBUG    Presolved: 597 rows, 1927 columns, 3355 nonzeros\n",
      "[2021-06-22 16:08:07] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:07] DEBUG    0    0.0000000e+00   9.644982e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:07] DEBUG    607    6.7078947e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:07] DEBUG    Solved in 607 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:07] DEBUG    Optimal objective  6.707894743e-01\n",
      "[2021-06-22 16:08:07] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:07] DEBUG    Prev: /tmp/tmpdowp2y_c.log  Default:\n",
      "[2021-06-22 16:08:08] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:08] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:08] DEBUG    Changed value of parameter LogFile to /tmp/tmptxqc_nf4.log\n",
      "[2021-06-22 16:08:08] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:08] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:08] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:08] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:08] DEBUG    Model fingerprint: 0xb94700ad\n",
      "[2021-06-22 16:08:08] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:08] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:08] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:08] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:08] DEBUG    RHS range        [6e-06, 2e+02]\n",
      "[2021-06-22 16:08:08] DEBUG    Presolve removed 5131 rows and 2337 columns\n",
      "[2021-06-22 16:08:08] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:08] DEBUG    Presolved: 607 rows, 1945 columns, 3383 nonzeros\n",
      "[2021-06-22 16:08:08] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:08] DEBUG    0    0.0000000e+00   9.436541e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:08] DEBUG    585    1.4419182e+00   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:08] DEBUG    Solved in 585 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:08] DEBUG    Optimal objective  1.441918239e+00\n",
      "[2021-06-22 16:08:08] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:08] DEBUG    Prev: /tmp/tmptxqc_nf4.log  Default:\n",
      "[2021-06-22 16:08:09] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:09] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:09] DEBUG    Changed value of parameter LogFile to /tmp/tmpmqnfl34w.log\n",
      "[2021-06-22 16:08:09] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:09] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:09] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:09] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:09] DEBUG    Model fingerprint: 0x7507cbbc\n",
      "[2021-06-22 16:08:09] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:09] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:09] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:09] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:09] DEBUG    RHS range        [6e-06, 2e+02]\n",
      "[2021-06-22 16:08:09] DEBUG    Presolve removed 5129 rows and 2335 columns\n",
      "[2021-06-22 16:08:09] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:09] DEBUG    Presolved: 609 rows, 1947 columns, 3387 nonzeros\n",
      "[2021-06-22 16:08:09] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:09] DEBUG    0    0.0000000e+00   9.501898e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:09] DEBUG    692    1.0019662e+00   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:09] DEBUG    Solved in 692 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:09] DEBUG    Optimal objective  1.001966207e+00\n",
      "[2021-06-22 16:08:09] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:09] DEBUG    Prev: /tmp/tmpmqnfl34w.log  Default:\n",
      "[2021-06-22 16:08:09] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:09] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:09] DEBUG    Changed value of parameter LogFile to /tmp/tmp1akzbmg0.log\n",
      "[2021-06-22 16:08:09] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:09] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:09] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:09] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:09] DEBUG    Model fingerprint: 0x5238728c\n",
      "[2021-06-22 16:08:09] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:09] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:09] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:09] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:09] DEBUG    RHS range        [6e-06, 2e+02]\n",
      "[2021-06-22 16:08:09] DEBUG    Presolve removed 5124 rows and 2330 columns\n",
      "[2021-06-22 16:08:09] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:09] DEBUG    Presolved: 614 rows, 1952 columns, 3397 nonzeros\n",
      "[2021-06-22 16:08:09] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:09] DEBUG    0    0.0000000e+00   9.026503e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:09] DEBUG    654    2.0568120e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:09] DEBUG    Solved in 654 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:09] DEBUG    Optimal objective  2.056812005e-01\n",
      "[2021-06-22 16:08:09] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:09] DEBUG    Prev: /tmp/tmp1akzbmg0.log  Default:\n",
      "[2021-06-22 16:08:10] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:10] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:10] DEBUG    Changed value of parameter LogFile to /tmp/tmprtw9rq8s.log\n",
      "[2021-06-22 16:08:10] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:10] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:10] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:10] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:10] DEBUG    Model fingerprint: 0x0edeef7f\n",
      "[2021-06-22 16:08:10] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:10] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:10] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:10] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:10] DEBUG    RHS range        [6e-06, 2e+02]\n",
      "[2021-06-22 16:08:10] DEBUG    Presolve removed 5122 rows and 2331 columns\n",
      "[2021-06-22 16:08:10] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:08:10] DEBUG    Presolved: 616 rows, 1951 columns, 3398 nonzeros\n",
      "[2021-06-22 16:08:10] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:10] DEBUG    0    0.0000000e+00   8.162193e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:10] DEBUG    706    2.1753556e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:10] DEBUG    Solved in 706 iterations and 0.04 seconds\n",
      "[2021-06-22 16:08:10] DEBUG    Optimal objective  2.175355630e-02\n",
      "[2021-06-22 16:08:10] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:10] DEBUG    Prev: /tmp/tmprtw9rq8s.log  Default:\n",
      "[2021-06-22 16:08:11] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:11] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:11] DEBUG    Changed value of parameter LogFile to /tmp/tmp72kh8k5s.log\n",
      "[2021-06-22 16:08:11] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:11] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:11] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:11] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:11] DEBUG    Model fingerprint: 0xd31ddb3e\n",
      "[2021-06-22 16:08:11] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:11] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:11] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:11] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:11] DEBUG    RHS range        [6e-06, 2e+02]\n",
      "[2021-06-22 16:08:11] DEBUG    Presolve removed 5123 rows and 2333 columns\n",
      "[2021-06-22 16:08:11] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:11] DEBUG    Presolved: 615 rows, 1949 columns, 3395 nonzeros\n",
      "[2021-06-22 16:08:11] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:11] DEBUG    0    0.0000000e+00   8.286350e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:11] DEBUG    581    1.5018609e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:11] DEBUG    Solved in 581 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:11] DEBUG    Optimal objective  1.501860902e-02\n",
      "[2021-06-22 16:08:11] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:11] DEBUG    Prev: /tmp/tmp72kh8k5s.log  Default:\n",
      "[2021-06-22 16:08:12] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:12] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:12] DEBUG    Changed value of parameter LogFile to /tmp/tmpx0ycvf10.log\n",
      "[2021-06-22 16:08:12] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:12] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:12] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:12] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:12] DEBUG    Model fingerprint: 0x1ddf14af\n",
      "[2021-06-22 16:08:12] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:12] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:12] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:12] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:12] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:12] DEBUG    Presolve removed 5123 rows and 2329 columns\n",
      "[2021-06-22 16:08:12] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:12] DEBUG    Presolved: 615 rows, 1953 columns, 3399 nonzeros\n",
      "[2021-06-22 16:08:12] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:12] DEBUG    0    0.0000000e+00   8.786811e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:12] DEBUG    708    8.7469391e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:12] DEBUG    Solved in 708 iterations and 0.03 seconds\n",
      "[2021-06-22 16:08:12] DEBUG    Optimal objective  8.746939068e-03\n",
      "[2021-06-22 16:08:12] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:12] DEBUG    Prev: /tmp/tmpx0ycvf10.log  Default:\n",
      "[2021-06-22 16:08:12] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:12] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:12] DEBUG    Changed value of parameter LogFile to /tmp/tmp7m0y8u_w.log\n",
      "[2021-06-22 16:08:12] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:12] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:12] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:12] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:12] DEBUG    Model fingerprint: 0xebbe1f3e\n",
      "[2021-06-22 16:08:12] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:12] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:12] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:12] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:12] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:12] DEBUG    Presolve removed 5131 rows and 2339 columns\n",
      "[2021-06-22 16:08:12] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:12] DEBUG    Presolved: 607 rows, 1943 columns, 3381 nonzeros\n",
      "[2021-06-22 16:08:12] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:12] DEBUG    0    0.0000000e+00   9.754097e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:12] DEBUG    625    8.0517499e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:12] DEBUG    Solved in 625 iterations and 0.04 seconds\n",
      "[2021-06-22 16:08:12] DEBUG    Optimal objective  8.051749851e-03\n",
      "[2021-06-22 16:08:12] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:12] DEBUG    Prev: /tmp/tmp7m0y8u_w.log  Default:\n",
      "[2021-06-22 16:08:13] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:13] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:13] DEBUG    Changed value of parameter LogFile to /tmp/tmplmps0za8.log\n",
      "[2021-06-22 16:08:13] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:13] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:13] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:13] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:13] DEBUG    Model fingerprint: 0x39bc63d2\n",
      "[2021-06-22 16:08:13] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:13] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:13] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:13] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:13] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:13] DEBUG    Presolve removed 5122 rows and 2330 columns\n",
      "[2021-06-22 16:08:13] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:08:13] DEBUG    Presolved: 616 rows, 1952 columns, 3399 nonzeros\n",
      "[2021-06-22 16:08:13] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:13] DEBUG    0    0.0000000e+00   8.258106e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:13] DEBUG    415    6.8680459e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:13] DEBUG    Solved in 415 iterations and 0.04 seconds\n",
      "[2021-06-22 16:08:13] DEBUG    Optimal objective  6.868045924e-03\n",
      "[2021-06-22 16:08:13] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:13] DEBUG    Prev: /tmp/tmplmps0za8.log  Default:\n",
      "[2021-06-22 16:08:14] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:14] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:14] DEBUG    Changed value of parameter LogFile to /tmp/tmpf10vsgb1.log\n",
      "[2021-06-22 16:08:14] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:14] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:14] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:14] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:14] DEBUG    Model fingerprint: 0x1fd1a336\n",
      "[2021-06-22 16:08:14] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:14] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:14] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:14] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:14] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:14] DEBUG    Presolve removed 5122 rows and 2330 columns\n",
      "[2021-06-22 16:08:14] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:14] DEBUG    Presolved: 616 rows, 1952 columns, 3399 nonzeros\n",
      "[2021-06-22 16:08:14] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:14] DEBUG    0    0.0000000e+00   8.243313e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:14] DEBUG    532    6.5535459e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:14] DEBUG    Solved in 532 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:14] DEBUG    Optimal objective  6.553545911e-03\n",
      "[2021-06-22 16:08:14] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:14] DEBUG    Prev: /tmp/tmpf10vsgb1.log  Default:\n",
      "[2021-06-22 16:08:15] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:15] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:15] DEBUG    Changed value of parameter LogFile to /tmp/tmpcz5vd5bz.log\n",
      "[2021-06-22 16:08:15] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:15] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:15] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:15] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:15] DEBUG    Model fingerprint: 0x385f36b4\n",
      "[2021-06-22 16:08:15] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:15] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:15] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:15] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:15] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:15] DEBUG    Presolve removed 5125 rows and 2337 columns\n",
      "[2021-06-22 16:08:15] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:15] DEBUG    Presolved: 613 rows, 1945 columns, 3389 nonzeros\n",
      "[2021-06-22 16:08:15] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:15] DEBUG    0    0.0000000e+00   8.846387e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:15] DEBUG    494    6.4153305e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:15] DEBUG    Solved in 494 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:15] DEBUG    Optimal objective  6.415330543e-03\n",
      "[2021-06-22 16:08:15] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:15] DEBUG    Prev: /tmp/tmpcz5vd5bz.log  Default:\n",
      "[2021-06-22 16:08:15] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:15] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:15] DEBUG    Changed value of parameter LogFile to /tmp/tmpa7xmpzhc.log\n",
      "[2021-06-22 16:08:15] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:15] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:15] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:15] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:15] DEBUG    Model fingerprint: 0xdd77ec89\n",
      "[2021-06-22 16:08:15] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:15] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:15] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:15] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:15] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:15] DEBUG    Presolve removed 5123 rows and 2341 columns\n",
      "[2021-06-22 16:08:15] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:08:15] DEBUG    Presolved: 615 rows, 1941 columns, 3387 nonzeros\n",
      "[2021-06-22 16:08:15] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:15] DEBUG    0    0.0000000e+00   8.650452e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:15] DEBUG    444    6.2000969e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:15] DEBUG    Solved in 444 iterations and 0.03 seconds\n",
      "[2021-06-22 16:08:15] DEBUG    Optimal objective  6.200096916e-03\n",
      "[2021-06-22 16:08:15] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:15] DEBUG    Prev: /tmp/tmpa7xmpzhc.log  Default:\n",
      "[2021-06-22 16:08:16] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:16] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:16] DEBUG    Changed value of parameter LogFile to /tmp/tmp_k3a0cv2.log\n",
      "[2021-06-22 16:08:16] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:16] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:16] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:16] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:16] DEBUG    Model fingerprint: 0xc605e994\n",
      "[2021-06-22 16:08:16] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:16] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:16] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:16] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:16] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:16] DEBUG    Presolve removed 5122 rows and 2340 columns\n",
      "[2021-06-22 16:08:16] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:08:16] DEBUG    Presolved: 616 rows, 1942 columns, 3389 nonzeros\n",
      "[2021-06-22 16:08:16] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:16] DEBUG    0    0.0000000e+00   8.263395e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:16] DEBUG    511    6.4651791e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:16] DEBUG    Solved in 511 iterations and 0.04 seconds\n",
      "[2021-06-22 16:08:16] DEBUG    Optimal objective  6.465179121e-03\n",
      "[2021-06-22 16:08:16] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:16] DEBUG    Prev: /tmp/tmp_k3a0cv2.log  Default:\n",
      "[2021-06-22 16:08:17] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:17] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:17] DEBUG    Changed value of parameter LogFile to /tmp/tmpa86ag4c8.log\n",
      "[2021-06-22 16:08:17] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:17] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:17] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:17] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:17] DEBUG    Model fingerprint: 0x8f6bfdec\n",
      "[2021-06-22 16:08:17] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:17] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:17] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:17] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:17] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:17] DEBUG    Presolve removed 5123 rows and 2329 columns\n",
      "[2021-06-22 16:08:17] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:17] DEBUG    Presolved: 615 rows, 1953 columns, 3399 nonzeros\n",
      "[2021-06-22 16:08:17] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:17] DEBUG    0    0.0000000e+00   8.546735e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:17] DEBUG    519    6.3219683e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:17] DEBUG    Solved in 519 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:17] DEBUG    Optimal objective  6.321968328e-03\n",
      "[2021-06-22 16:08:17] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:17] DEBUG    Prev: /tmp/tmpa86ag4c8.log  Default:\n",
      "[2021-06-22 16:08:18] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:18] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:18] DEBUG    Changed value of parameter LogFile to /tmp/tmpd8sr4qa0.log\n",
      "[2021-06-22 16:08:18] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:18] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:18] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:18] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:18] DEBUG    Model fingerprint: 0xcc6abf92\n",
      "[2021-06-22 16:08:18] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:18] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:18] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:18] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:18] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:18] DEBUG    Presolve removed 5123 rows and 2329 columns\n",
      "[2021-06-22 16:08:18] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:08:18] DEBUG    Presolved: 615 rows, 1953 columns, 3399 nonzeros\n",
      "[2021-06-22 16:08:18] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:18] DEBUG    0    0.0000000e+00   8.695512e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:18] DEBUG    501    6.6667274e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:18] DEBUG    Solved in 501 iterations and 0.04 seconds\n",
      "[2021-06-22 16:08:18] DEBUG    Optimal objective  6.666727350e-03\n",
      "[2021-06-22 16:08:18] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:18] DEBUG    Prev: /tmp/tmpd8sr4qa0.log  Default:\n",
      "[2021-06-22 16:08:19] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:19] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:19] DEBUG    Changed value of parameter LogFile to /tmp/tmpfdyj_9gx.log\n",
      "[2021-06-22 16:08:19] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:19] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:19] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:19] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:19] DEBUG    Model fingerprint: 0x5543713d\n",
      "[2021-06-22 16:08:19] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:19] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:19] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:19] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:19] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:19] DEBUG    Presolve removed 5127 rows and 2333 columns\n",
      "[2021-06-22 16:08:19] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:08:19] DEBUG    Presolved: 611 rows, 1949 columns, 3391 nonzeros\n",
      "[2021-06-22 16:08:19] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:19] DEBUG    0    0.0000000e+00   9.903962e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:19] DEBUG    697    4.5701803e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:19] DEBUG    Solved in 697 iterations and 0.05 seconds\n",
      "[2021-06-22 16:08:19] DEBUG    Optimal objective  4.570180256e-02\n",
      "[2021-06-22 16:08:19] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:19] DEBUG    Prev: /tmp/tmpfdyj_9gx.log  Default:\n",
      "[2021-06-22 16:08:19] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:19] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:19] DEBUG    Changed value of parameter LogFile to /tmp/tmppz2a_zyt.log\n",
      "[2021-06-22 16:08:19] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:19] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:19] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:19] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:19] DEBUG    Model fingerprint: 0x5c960be3\n",
      "[2021-06-22 16:08:19] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:19] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:19] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:19] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:19] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:19] DEBUG    Presolve removed 5127 rows and 2332 columns\n",
      "[2021-06-22 16:08:19] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:19] DEBUG    Presolved: 611 rows, 1950 columns, 3392 nonzeros\n",
      "[2021-06-22 16:08:20] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:20] DEBUG    0    0.0000000e+00   9.562333e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:20] DEBUG    646    8.2251693e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:20] DEBUG    Solved in 646 iterations and 0.03 seconds\n",
      "[2021-06-22 16:08:20] DEBUG    Optimal objective  8.225169301e-02\n",
      "[2021-06-22 16:08:20] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:20] DEBUG    Prev: /tmp/tmppz2a_zyt.log  Default:\n",
      "[2021-06-22 16:08:20] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:20] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:20] DEBUG    Changed value of parameter LogFile to /tmp/tmpw_yrm4_r.log\n",
      "[2021-06-22 16:08:20] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:20] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:20] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:20] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:20] DEBUG    Model fingerprint: 0x64dc86b0\n",
      "[2021-06-22 16:08:20] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:20] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:20] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:20] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:20] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:20] DEBUG    Presolve removed 5125 rows and 2330 columns\n",
      "[2021-06-22 16:08:20] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:08:20] DEBUG    Presolved: 613 rows, 1952 columns, 3396 nonzeros\n",
      "[2021-06-22 16:08:20] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:20] DEBUG    0    0.0000000e+00   8.965493e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:20] DEBUG    731    2.2875957e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:20] DEBUG    Solved in 731 iterations and 0.05 seconds\n",
      "[2021-06-22 16:08:20] DEBUG    Optimal objective  2.287595744e-02\n",
      "[2021-06-22 16:08:20] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:20] DEBUG    Prev: /tmp/tmpw_yrm4_r.log  Default:\n",
      "[2021-06-22 16:08:21] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:21] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:21] DEBUG    Changed value of parameter LogFile to /tmp/tmpil0m44mm.log\n",
      "[2021-06-22 16:08:21] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:21] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:21] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:21] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:21] DEBUG    Model fingerprint: 0xc342c9d7\n",
      "[2021-06-22 16:08:21] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:21] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:21] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:21] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:21] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:21] DEBUG    Presolve removed 5125 rows and 2331 columns\n",
      "[2021-06-22 16:08:21] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:21] DEBUG    Presolved: 613 rows, 1951 columns, 3395 nonzeros\n",
      "[2021-06-22 16:08:21] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:21] DEBUG    0    0.0000000e+00   8.596406e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:21] DEBUG    689    1.4891930e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:21] DEBUG    Solved in 689 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:21] DEBUG    Optimal objective  1.489193034e-02\n",
      "[2021-06-22 16:08:21] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:21] DEBUG    Prev: /tmp/tmpil0m44mm.log  Default:\n",
      "[2021-06-22 16:08:22] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:22] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:22] DEBUG    Changed value of parameter LogFile to /tmp/tmpzbsgxuh_.log\n",
      "[2021-06-22 16:08:22] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:22] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:22] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:22] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:22] DEBUG    Model fingerprint: 0x864668a8\n",
      "[2021-06-22 16:08:22] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:22] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:22] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:22] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:22] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:22] DEBUG    Presolve removed 5123 rows and 2341 columns\n",
      "[2021-06-22 16:08:22] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:22] DEBUG    Presolved: 615 rows, 1941 columns, 3387 nonzeros\n",
      "[2021-06-22 16:08:22] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:22] DEBUG    0    0.0000000e+00   8.321381e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:22] DEBUG    595    9.7102623e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:22] DEBUG    Solved in 595 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:22] DEBUG    Optimal objective  9.710262271e-03\n",
      "[2021-06-22 16:08:22] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:22] DEBUG    Prev: /tmp/tmpzbsgxuh_.log  Default:\n",
      "[2021-06-22 16:08:23] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:23] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:23] DEBUG    Changed value of parameter LogFile to /tmp/tmpa0i26ln4.log\n",
      "[2021-06-22 16:08:23] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:23] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:23] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:23] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:23] DEBUG    Model fingerprint: 0x7c63c3c6\n",
      "[2021-06-22 16:08:23] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:23] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:23] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:23] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:23] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:23] DEBUG    Presolve removed 5131 rows and 2390 columns\n",
      "[2021-06-22 16:08:23] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:23] DEBUG    Presolved: 607 rows, 1892 columns, 3325 nonzeros\n",
      "[2021-06-22 16:08:23] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:23] DEBUG    0    0.0000000e+00   8.702875e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:23] DEBUG    510    6.4238813e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:23] DEBUG    Solved in 510 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:23] DEBUG    Optimal objective  6.423881344e-03\n",
      "[2021-06-22 16:08:23] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:23] DEBUG    Prev: /tmp/tmpa0i26ln4.log  Default:\n",
      "[2021-06-22 16:08:24] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:24] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:24] DEBUG    Changed value of parameter LogFile to /tmp/tmpl1ghw3s_.log\n",
      "[2021-06-22 16:08:24] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:24] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:24] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:24] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:24] DEBUG    Model fingerprint: 0x11ff5c63\n",
      "[2021-06-22 16:08:24] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:24] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:24] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:24] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:24] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:24] DEBUG    Presolve removed 5125 rows and 2371 columns\n",
      "[2021-06-22 16:08:24] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:24] DEBUG    Presolved: 613 rows, 1911 columns, 3355 nonzeros\n",
      "[2021-06-22 16:08:24] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:24] DEBUG    0    0.0000000e+00   8.946925e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:24] DEBUG    474    6.1720605e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:24] DEBUG    Solved in 474 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:24] DEBUG    Optimal objective  6.172060507e-03\n",
      "[2021-06-22 16:08:24] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:24] DEBUG    Prev: /tmp/tmpl1ghw3s_.log  Default:\n",
      "[2021-06-22 16:08:24] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:24] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:24] DEBUG    Changed value of parameter LogFile to /tmp/tmpvekeutlk.log\n",
      "[2021-06-22 16:08:24] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:24] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:24] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:24] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:24] DEBUG    Model fingerprint: 0x8c1fa0a9\n",
      "[2021-06-22 16:08:24] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:24] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:24] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:24] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:24] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:24] DEBUG    Presolve removed 5128 rows and 2389 columns\n",
      "[2021-06-22 16:08:24] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:24] DEBUG    Presolved: 610 rows, 1893 columns, 3328 nonzeros\n",
      "[2021-06-22 16:08:24] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:24] DEBUG    0    0.0000000e+00   8.305718e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:24] DEBUG    448    6.1830262e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:24] DEBUG    Solved in 448 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:24] DEBUG    Optimal objective  6.183026151e-03\n",
      "[2021-06-22 16:08:24] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:24] DEBUG    Prev: /tmp/tmpvekeutlk.log  Default:\n",
      "[2021-06-22 16:08:25] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:25] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:25] DEBUG    Changed value of parameter LogFile to /tmp/tmpdcqd3m14.log\n",
      "[2021-06-22 16:08:25] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:25] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:25] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:25] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:25] DEBUG    Model fingerprint: 0x5a3f475a\n",
      "[2021-06-22 16:08:25] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:25] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:25] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:25] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:25] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:25] DEBUG    Presolve removed 5122 rows and 2336 columns\n",
      "[2021-06-22 16:08:25] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:25] DEBUG    Presolved: 616 rows, 1946 columns, 3393 nonzeros\n",
      "[2021-06-22 16:08:25] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:25] DEBUG    0    0.0000000e+00   8.362803e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:25] DEBUG    505    6.7681599e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:25] DEBUG    Solved in 505 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:25] DEBUG    Optimal objective  6.768159875e-03\n",
      "[2021-06-22 16:08:25] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:25] DEBUG    Prev: /tmp/tmpdcqd3m14.log  Default:\n",
      "[2021-06-22 16:08:26] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:26] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:26] DEBUG    Changed value of parameter LogFile to /tmp/tmp2djmw9yo.log\n",
      "[2021-06-22 16:08:26] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:26] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:26] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:26] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:26] DEBUG    Model fingerprint: 0x32c04144\n",
      "[2021-06-22 16:08:26] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:26] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:26] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:26] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:26] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:26] DEBUG    Presolve removed 5128 rows and 2338 columns\n",
      "[2021-06-22 16:08:26] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:26] DEBUG    Presolved: 610 rows, 1944 columns, 3385 nonzeros\n",
      "[2021-06-22 16:08:26] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:26] DEBUG    0    0.0000000e+00   9.830505e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:26] DEBUG    673    1.6492633e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:26] DEBUG    Solved in 673 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:26] DEBUG    Optimal objective  1.649263332e-02\n",
      "[2021-06-22 16:08:26] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:26] DEBUG    Prev: /tmp/tmp2djmw9yo.log  Default:\n",
      "[2021-06-22 16:08:27] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:27] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:27] DEBUG    Changed value of parameter LogFile to /tmp/tmpz2lrsmmx.log\n",
      "[2021-06-22 16:08:27] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:27] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:27] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:27] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:27] DEBUG    Model fingerprint: 0x89e0c098\n",
      "[2021-06-22 16:08:27] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:27] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:27] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:27] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:27] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:27] DEBUG    Presolve removed 5126 rows and 2342 columns\n",
      "[2021-06-22 16:08:27] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:08:27] DEBUG    Presolved: 612 rows, 1940 columns, 3383 nonzeros\n",
      "[2021-06-22 16:08:27] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:27] DEBUG    0    0.0000000e+00   9.583966e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:27] DEBUG    533    1.0303538e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:27] DEBUG    Solved in 533 iterations and 0.04 seconds\n",
      "[2021-06-22 16:08:27] DEBUG    Optimal objective  1.030353826e-02\n",
      "[2021-06-22 16:08:27] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:27] DEBUG    Prev: /tmp/tmpz2lrsmmx.log  Default:\n",
      "[2021-06-22 16:08:29] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:29] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:29] DEBUG    Changed value of parameter LogFile to /tmp/tmpmtzrznbc.log\n",
      "[2021-06-22 16:08:29] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:29] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:29] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:29] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:29] DEBUG    Model fingerprint: 0x52ad3be7\n",
      "[2021-06-22 16:08:29] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:29] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:29] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:29] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:29] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:29] DEBUG    Presolve removed 5122 rows and 2339 columns\n",
      "[2021-06-22 16:08:29] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:29] DEBUG    Presolved: 616 rows, 1943 columns, 3390 nonzeros\n",
      "[2021-06-22 16:08:29] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:29] DEBUG    0    0.0000000e+00   8.264456e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:29] DEBUG    593    2.7889409e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:29] DEBUG    Solved in 593 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:29] DEBUG    Optimal objective  2.788940882e-02\n",
      "[2021-06-22 16:08:29] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:29] DEBUG    Prev: /tmp/tmpmtzrznbc.log  Default:\n",
      "[2021-06-22 16:08:30] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:30] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:30] DEBUG    Changed value of parameter LogFile to /tmp/tmpidumvqdq.log\n",
      "[2021-06-22 16:08:30] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:30] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:30] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:30] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:30] DEBUG    Model fingerprint: 0x9e177247\n",
      "[2021-06-22 16:08:30] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:30] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:30] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:30] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:30] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:30] DEBUG    Presolve removed 5149 rows and 2364 columns\n",
      "[2021-06-22 16:08:30] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:30] DEBUG    Presolved: 589 rows, 1918 columns, 3338 nonzeros\n",
      "[2021-06-22 16:08:30] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:30] DEBUG    0    0.0000000e+00   9.609793e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:30] DEBUG    643    4.0159045e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:30] DEBUG    Solved in 643 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:30] DEBUG    Optimal objective  4.015904494e-02\n",
      "[2021-06-22 16:08:30] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:30] DEBUG    Prev: /tmp/tmpidumvqdq.log  Default:\n",
      "[2021-06-22 16:08:31] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:31] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:31] DEBUG    Changed value of parameter LogFile to /tmp/tmpk619ka1j.log\n",
      "[2021-06-22 16:08:31] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:31] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:31] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:31] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:31] DEBUG    Model fingerprint: 0xa272924a\n",
      "[2021-06-22 16:08:31] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:31] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:31] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:31] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:31] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:31] DEBUG    Presolve removed 5129 rows and 2335 columns\n",
      "[2021-06-22 16:08:31] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:31] DEBUG    Presolved: 609 rows, 1947 columns, 3387 nonzeros\n",
      "[2021-06-22 16:08:31] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:31] DEBUG    0    0.0000000e+00   9.571763e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:31] DEBUG    603    2.8251385e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:31] DEBUG    Solved in 603 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:31] DEBUG    Optimal objective  2.825138459e-02\n",
      "[2021-06-22 16:08:31] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:31] DEBUG    Prev: /tmp/tmpk619ka1j.log  Default:\n",
      "[2021-06-22 16:08:32] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:32] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:32] DEBUG    Changed value of parameter LogFile to /tmp/tmprrsy7kcz.log\n",
      "[2021-06-22 16:08:32] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:32] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:32] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:32] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:32] DEBUG    Model fingerprint: 0x3c8eb633\n",
      "[2021-06-22 16:08:32] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:32] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:32] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:32] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:32] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:32] DEBUG    Presolve removed 5123 rows and 2329 columns\n",
      "[2021-06-22 16:08:32] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:32] DEBUG    Presolved: 615 rows, 1953 columns, 3399 nonzeros\n",
      "[2021-06-22 16:08:32] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:32] DEBUG    0    0.0000000e+00   8.305934e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:32] DEBUG    491    1.2548631e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:32] DEBUG    Solved in 491 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:32] DEBUG    Optimal objective  1.254863119e-02\n",
      "[2021-06-22 16:08:32] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:32] DEBUG    Prev: /tmp/tmprrsy7kcz.log  Default:\n",
      "[2021-06-22 16:08:32] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:32] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:32] DEBUG    Changed value of parameter LogFile to /tmp/tmp6z5pt3ei.log\n",
      "[2021-06-22 16:08:32] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:32] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:32] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:32] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:32] DEBUG    Model fingerprint: 0x011a5460\n",
      "[2021-06-22 16:08:32] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:32] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:32] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:32] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:32] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:32] DEBUG    Presolve removed 5122 rows and 2328 columns\n",
      "[2021-06-22 16:08:32] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:32] DEBUG    Presolved: 616 rows, 1954 columns, 3401 nonzeros\n",
      "[2021-06-22 16:08:32] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:32] DEBUG    0    0.0000000e+00   8.249122e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:32] DEBUG    485    6.4665079e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:32] DEBUG    Solved in 485 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:32] DEBUG    Optimal objective  6.466507880e-03\n",
      "[2021-06-22 16:08:32] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:32] DEBUG    Prev: /tmp/tmp6z5pt3ei.log  Default:\n",
      "[2021-06-22 16:08:33] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:33] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:33] DEBUG    Changed value of parameter LogFile to /tmp/tmpyqjnr721.log\n",
      "[2021-06-22 16:08:33] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:33] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:33] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:33] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:33] DEBUG    Model fingerprint: 0x70bfffee\n",
      "[2021-06-22 16:08:33] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:33] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:33] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:33] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:33] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:33] DEBUG    Presolve removed 5122 rows and 2348 columns\n",
      "[2021-06-22 16:08:33] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:33] DEBUG    Presolved: 616 rows, 1934 columns, 3381 nonzeros\n",
      "[2021-06-22 16:08:33] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:33] DEBUG    0    0.0000000e+00   8.392483e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:33] DEBUG    459    6.6103860e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:33] DEBUG    Solved in 459 iterations and 0.03 seconds\n",
      "[2021-06-22 16:08:33] DEBUG    Optimal objective  6.610385972e-03\n",
      "[2021-06-22 16:08:33] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:33] DEBUG    Prev: /tmp/tmpyqjnr721.log  Default:\n",
      "[2021-06-22 16:08:34] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:34] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:34] DEBUG    Changed value of parameter LogFile to /tmp/tmpbh_cbqxk.log\n",
      "[2021-06-22 16:08:34] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:34] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:34] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:34] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:34] DEBUG    Model fingerprint: 0x8d3b413d\n",
      "[2021-06-22 16:08:34] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:34] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:34] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:34] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:34] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:34] DEBUG    Presolve removed 5125 rows and 2369 columns\n",
      "[2021-06-22 16:08:34] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:34] DEBUG    Presolved: 613 rows, 1913 columns, 3357 nonzeros\n",
      "[2021-06-22 16:08:34] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:34] DEBUG    0    0.0000000e+00   9.153266e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:34] DEBUG    455    6.2247830e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:34] DEBUG    Solved in 455 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:34] DEBUG    Optimal objective  6.224783032e-03\n",
      "[2021-06-22 16:08:34] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:34] DEBUG    Prev: /tmp/tmpbh_cbqxk.log  Default:\n",
      "[2021-06-22 16:08:35] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:35] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:35] DEBUG    Changed value of parameter LogFile to /tmp/tmp8uqi2fiq.log\n",
      "[2021-06-22 16:08:35] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:35] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:35] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:35] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:35] DEBUG    Model fingerprint: 0x34eacffd\n",
      "[2021-06-22 16:08:35] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:35] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:35] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:35] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:35] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:35] DEBUG    Presolve removed 5122 rows and 2358 columns\n",
      "[2021-06-22 16:08:35] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:08:35] DEBUG    Presolved: 616 rows, 1924 columns, 3371 nonzeros\n",
      "[2021-06-22 16:08:35] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:35] DEBUG    0    0.0000000e+00   8.283548e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:35] DEBUG    549    7.3211588e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:35] DEBUG    Solved in 549 iterations and 0.04 seconds\n",
      "[2021-06-22 16:08:35] DEBUG    Optimal objective  7.321158828e-03\n",
      "[2021-06-22 16:08:35] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:35] DEBUG    Prev: /tmp/tmp8uqi2fiq.log  Default:\n",
      "[2021-06-22 16:08:35] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:35] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:35] DEBUG    Changed value of parameter LogFile to /tmp/tmp0n3kndhm.log\n",
      "[2021-06-22 16:08:35] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:35] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:35] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:35] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:35] DEBUG    Model fingerprint: 0xe4ae8c0c\n",
      "[2021-06-22 16:08:35] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:35] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:35] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:35] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:35] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:35] DEBUG    Presolve removed 5132 rows and 2348 columns\n",
      "[2021-06-22 16:08:35] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:08:35] DEBUG    Presolved: 606 rows, 1934 columns, 3369 nonzeros\n",
      "[2021-06-22 16:08:35] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:35] DEBUG    0    0.0000000e+00   9.588068e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:36] DEBUG    500    6.3897718e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:36] DEBUG    Solved in 500 iterations and 0.04 seconds\n",
      "[2021-06-22 16:08:36] DEBUG    Optimal objective  6.389771831e-03\n",
      "[2021-06-22 16:08:36] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:36] DEBUG    Prev: /tmp/tmp0n3kndhm.log  Default:\n",
      "[2021-06-22 16:08:36] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:36] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:36] DEBUG    Changed value of parameter LogFile to /tmp/tmplept16h_.log\n",
      "[2021-06-22 16:08:36] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:36] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:36] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:36] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:36] DEBUG    Model fingerprint: 0x5b67dcc9\n",
      "[2021-06-22 16:08:36] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:36] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:36] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:36] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:36] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:36] DEBUG    Presolve removed 5127 rows and 2333 columns\n",
      "[2021-06-22 16:08:36] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:36] DEBUG    Presolved: 611 rows, 1949 columns, 3391 nonzeros\n",
      "[2021-06-22 16:08:36] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:36] DEBUG    0    0.0000000e+00   9.599595e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:36] DEBUG    677    4.0594586e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:36] DEBUG    Solved in 677 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:36] DEBUG    Optimal objective  4.059458585e-02\n",
      "[2021-06-22 16:08:36] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:36] DEBUG    Prev: /tmp/tmplept16h_.log  Default:\n",
      "[2021-06-22 16:08:37] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:37] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:37] DEBUG    Changed value of parameter LogFile to /tmp/tmprxblgg52.log\n",
      "[2021-06-22 16:08:37] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:37] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:37] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:37] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:37] DEBUG    Model fingerprint: 0x0cae1196\n",
      "[2021-06-22 16:08:37] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:37] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:37] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:37] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:37] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:37] DEBUG    Presolve removed 5135 rows and 2366 columns\n",
      "[2021-06-22 16:08:37] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:37] DEBUG    Presolved: 603 rows, 1916 columns, 3350 nonzeros\n",
      "[2021-06-22 16:08:37] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:37] DEBUG    0    0.0000000e+00   9.897164e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:37] DEBUG    520    2.7993776e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:37] DEBUG    Solved in 520 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:37] DEBUG    Optimal objective  2.799377610e-02\n",
      "[2021-06-22 16:08:37] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:37] DEBUG    Prev: /tmp/tmprxblgg52.log  Default:\n",
      "[2021-06-22 16:08:38] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:38] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:38] DEBUG    Changed value of parameter LogFile to /tmp/tmpj1gr73nx.log\n",
      "[2021-06-22 16:08:38] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:38] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:38] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:38] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:38] DEBUG    Model fingerprint: 0x87d3acef\n",
      "[2021-06-22 16:08:38] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:38] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:38] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:38] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:38] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:38] DEBUG    Presolve removed 5122 rows and 2352 columns\n",
      "[2021-06-22 16:08:38] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:38] DEBUG    Presolved: 616 rows, 1930 columns, 3377 nonzeros\n",
      "[2021-06-22 16:08:38] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:38] DEBUG    0    0.0000000e+00   8.235437e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:38] DEBUG    511    6.3370495e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:38] DEBUG    Solved in 511 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:38] DEBUG    Optimal objective  6.337049520e-03\n",
      "[2021-06-22 16:08:38] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:38] DEBUG    Prev: /tmp/tmpj1gr73nx.log  Default:\n",
      "[2021-06-22 16:08:38] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:38] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:38] DEBUG    Changed value of parameter LogFile to /tmp/tmpe2b6ia8w.log\n",
      "[2021-06-22 16:08:38] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:38] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:38] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:38] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:38] DEBUG    Model fingerprint: 0xddb29421\n",
      "[2021-06-22 16:08:38] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:38] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:38] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:38] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:38] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:38] DEBUG    Presolve removed 5126 rows and 2376 columns\n",
      "[2021-06-22 16:08:38] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:38] DEBUG    Presolved: 612 rows, 1906 columns, 3346 nonzeros\n",
      "[2021-06-22 16:08:38] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:38] DEBUG    0    0.0000000e+00   8.343371e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:38] DEBUG    450    6.3992083e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:38] DEBUG    Solved in 450 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:38] DEBUG    Optimal objective  6.399208348e-03\n",
      "[2021-06-22 16:08:38] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:38] DEBUG    Prev: /tmp/tmpe2b6ia8w.log  Default:\n",
      "[2021-06-22 16:08:39] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:39] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:39] DEBUG    Changed value of parameter LogFile to /tmp/tmp1o17t2g3.log\n",
      "[2021-06-22 16:08:39] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:39] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:39] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:39] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:39] DEBUG    Model fingerprint: 0xd4fa7b99\n",
      "[2021-06-22 16:08:39] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:39] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:39] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:39] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:39] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:39] DEBUG    Presolve removed 5127 rows and 2377 columns\n",
      "[2021-06-22 16:08:39] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:39] DEBUG    Presolved: 611 rows, 1905 columns, 3343 nonzeros\n",
      "[2021-06-22 16:08:39] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:39] DEBUG    0    0.0000000e+00   8.515368e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:39] DEBUG    475    6.9412758e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:39] DEBUG    Solved in 475 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:39] DEBUG    Optimal objective  6.941275822e-03\n",
      "[2021-06-22 16:08:39] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:39] DEBUG    Prev: /tmp/tmp1o17t2g3.log  Default:\n",
      "[2021-06-22 16:08:40] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:40] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:40] DEBUG    Changed value of parameter LogFile to /tmp/tmp210f1yx6.log\n",
      "[2021-06-22 16:08:40] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:40] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:40] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:40] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:40] DEBUG    Model fingerprint: 0x29c33570\n",
      "[2021-06-22 16:08:40] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:40] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:40] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:40] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:40] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:40] DEBUG    Presolve removed 5128 rows and 2354 columns\n",
      "[2021-06-22 16:08:40] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:08:40] DEBUG    Presolved: 610 rows, 1928 columns, 3369 nonzeros\n",
      "[2021-06-22 16:08:40] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:40] DEBUG    0    0.0000000e+00   9.569702e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:40] DEBUG    425    6.1237538e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:40] DEBUG    Solved in 425 iterations and 0.04 seconds\n",
      "[2021-06-22 16:08:40] DEBUG    Optimal objective  6.123753830e-03\n",
      "[2021-06-22 16:08:40] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:40] DEBUG    Prev: /tmp/tmp210f1yx6.log  Default:\n",
      "[2021-06-22 16:08:41] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:41] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:41] DEBUG    Changed value of parameter LogFile to /tmp/tmp_qti7czi.log\n",
      "[2021-06-22 16:08:41] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:41] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:41] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:41] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:41] DEBUG    Model fingerprint: 0x88931b8b\n",
      "[2021-06-22 16:08:41] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:41] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:41] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:41] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:41] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-22 16:08:41] DEBUG    Presolve removed 5124 rows and 2354 columns\n",
      "[2021-06-22 16:08:41] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:08:41] DEBUG    Presolved: 614 rows, 1928 columns, 3371 nonzeros\n",
      "[2021-06-22 16:08:41] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:41] DEBUG    0    0.0000000e+00   8.265795e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:41] DEBUG    465    7.1282313e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:41] DEBUG    Solved in 465 iterations and 0.03 seconds\n",
      "[2021-06-22 16:08:41] DEBUG    Optimal objective  7.128231285e-03\n",
      "[2021-06-22 16:08:41] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:41] DEBUG    Prev: /tmp/tmp_qti7czi.log  Default:\n",
      "[2021-06-22 16:08:42] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:42] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:42] DEBUG    Changed value of parameter LogFile to /tmp/tmp76e2iqzd.log\n",
      "[2021-06-22 16:08:42] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:42] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:42] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:42] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:42] DEBUG    Model fingerprint: 0xc87d0fce\n",
      "[2021-06-22 16:08:42] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:42] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:42] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:42] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:42] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:42] DEBUG    Presolve removed 5128 rows and 2334 columns\n",
      "[2021-06-22 16:08:42] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:42] DEBUG    Presolved: 610 rows, 1948 columns, 3389 nonzeros\n",
      "[2021-06-22 16:08:42] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:42] DEBUG    0    0.0000000e+00   9.729029e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:42] DEBUG    719    1.3914056e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:42] DEBUG    Solved in 719 iterations and 0.03 seconds\n",
      "[2021-06-22 16:08:42] DEBUG    Optimal objective  1.391405641e-02\n",
      "[2021-06-22 16:08:42] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:42] DEBUG    Prev: /tmp/tmp76e2iqzd.log  Default:\n",
      "[2021-06-22 16:08:42] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:42] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:42] DEBUG    Changed value of parameter LogFile to /tmp/tmpcxddnnww.log\n",
      "[2021-06-22 16:08:42] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:42] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:42] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:42] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:42] DEBUG    Model fingerprint: 0xe3d465bd\n",
      "[2021-06-22 16:08:42] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:42] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:42] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:42] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:42] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:42] DEBUG    Presolve removed 5135 rows and 2344 columns\n",
      "[2021-06-22 16:08:42] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:42] DEBUG    Presolved: 603 rows, 1938 columns, 3372 nonzeros\n",
      "[2021-06-22 16:08:42] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:42] DEBUG    0    0.0000000e+00   9.873071e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:42] DEBUG    532    1.1559363e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:42] DEBUG    Solved in 532 iterations and 0.03 seconds\n",
      "[2021-06-22 16:08:42] DEBUG    Optimal objective  1.155936337e-02\n",
      "[2021-06-22 16:08:42] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:42] DEBUG    Prev: /tmp/tmpcxddnnww.log  Default:\n",
      "[2021-06-22 16:08:43] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:43] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:43] DEBUG    Changed value of parameter LogFile to /tmp/tmpu6bcs0dj.log\n",
      "[2021-06-22 16:08:43] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:43] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:43] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:43] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:43] DEBUG    Model fingerprint: 0xf426cdfc\n",
      "[2021-06-22 16:08:43] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:43] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:43] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:43] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:43] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:43] DEBUG    Presolve removed 5122 rows and 2328 columns\n",
      "[2021-06-22 16:08:43] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:43] DEBUG    Presolved: 616 rows, 1954 columns, 3401 nonzeros\n",
      "[2021-06-22 16:08:43] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:43] DEBUG    0    0.0000000e+00   8.287365e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:43] DEBUG    421    6.5619288e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:43] DEBUG    Solved in 421 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:43] DEBUG    Optimal objective  6.561928849e-03\n",
      "[2021-06-22 16:08:43] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:43] DEBUG    Prev: /tmp/tmpu6bcs0dj.log  Default:\n",
      "[2021-06-22 16:08:44] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:44] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:44] DEBUG    Changed value of parameter LogFile to /tmp/tmp5i8d2btv.log\n",
      "[2021-06-22 16:08:44] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:44] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:44] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:44] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:44] DEBUG    Model fingerprint: 0xaa300215\n",
      "[2021-06-22 16:08:44] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:44] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:44] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:44] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:44] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:44] DEBUG    Presolve removed 5122 rows and 2328 columns\n",
      "[2021-06-22 16:08:44] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:44] DEBUG    Presolved: 616 rows, 1954 columns, 3401 nonzeros\n",
      "[2021-06-22 16:08:44] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:44] DEBUG    0    0.0000000e+00   8.310585e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:44] DEBUG    671    2.0195551e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:44] DEBUG    Solved in 671 iterations and 0.03 seconds\n",
      "[2021-06-22 16:08:44] DEBUG    Optimal objective  2.019555085e-02\n",
      "[2021-06-22 16:08:44] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:44] DEBUG    Prev: /tmp/tmp5i8d2btv.log  Default:\n",
      "[2021-06-22 16:08:45] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:45] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:45] DEBUG    Changed value of parameter LogFile to /tmp/tmpo4drfxez.log\n",
      "[2021-06-22 16:08:45] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:45] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:45] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:45] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:45] DEBUG    Model fingerprint: 0xce53c1b9\n",
      "[2021-06-22 16:08:45] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:45] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:45] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:45] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:45] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:45] DEBUG    Presolve removed 5147 rows and 2362 columns\n",
      "[2021-06-22 16:08:45] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:45] DEBUG    Presolved: 591 rows, 1920 columns, 3342 nonzeros\n",
      "[2021-06-22 16:08:45] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:45] DEBUG    0    0.0000000e+00   9.845834e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:45] DEBUG    705    2.4609112e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:45] DEBUG    Solved in 705 iterations and 0.03 seconds\n",
      "[2021-06-22 16:08:45] DEBUG    Optimal objective  2.460911205e-02\n",
      "[2021-06-22 16:08:45] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:45] DEBUG    Prev: /tmp/tmpo4drfxez.log  Default:\n",
      "[2021-06-22 16:08:46] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:46] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:46] DEBUG    Changed value of parameter LogFile to /tmp/tmpb86krr8d.log\n",
      "[2021-06-22 16:08:46] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:46] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:46] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:46] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:46] DEBUG    Model fingerprint: 0x1247e53f\n",
      "[2021-06-22 16:08:46] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:46] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:46] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:46] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:46] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:46] DEBUG    Presolve removed 5140 rows and 2355 columns\n",
      "[2021-06-22 16:08:46] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:08:46] DEBUG    Presolved: 598 rows, 1927 columns, 3356 nonzeros\n",
      "[2021-06-22 16:08:46] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:46] DEBUG    0    0.0000000e+00   9.714800e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:46] DEBUG    776    4.6111242e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:46] DEBUG    Solved in 776 iterations and 0.04 seconds\n",
      "[2021-06-22 16:08:46] DEBUG    Optimal objective  4.611124220e-02\n",
      "[2021-06-22 16:08:46] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:46] DEBUG    Prev: /tmp/tmpb86krr8d.log  Default:\n",
      "[2021-06-22 16:08:47] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:47] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:47] DEBUG    Changed value of parameter LogFile to /tmp/tmpg5tclg5z.log\n",
      "[2021-06-22 16:08:47] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:47] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:47] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:47] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:47] DEBUG    Model fingerprint: 0xc74c8744\n",
      "[2021-06-22 16:08:47] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:47] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:47] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:47] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:47] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:47] DEBUG    Presolve removed 5138 rows and 2352 columns\n",
      "[2021-06-22 16:08:47] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:47] DEBUG    Presolved: 600 rows, 1930 columns, 3361 nonzeros\n",
      "[2021-06-22 16:08:47] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:47] DEBUG    0    0.0000000e+00   9.561136e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:47] DEBUG    596    5.6851332e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:47] DEBUG    Solved in 596 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:47] DEBUG    Optimal objective  5.685133154e-02\n",
      "[2021-06-22 16:08:47] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:47] DEBUG    Prev: /tmp/tmpg5tclg5z.log  Default:\n",
      "[2021-06-22 16:08:47] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:47] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:47] DEBUG    Changed value of parameter LogFile to /tmp/tmp7l96_0nq.log\n",
      "[2021-06-22 16:08:47] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:47] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:47] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:47] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:47] DEBUG    Model fingerprint: 0x44363b8f\n",
      "[2021-06-22 16:08:47] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:47] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:47] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:47] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:47] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:47] DEBUG    Presolve removed 5131 rows and 2342 columns\n",
      "[2021-06-22 16:08:47] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:08:47] DEBUG    Presolved: 607 rows, 1940 columns, 3378 nonzeros\n",
      "[2021-06-22 16:08:47] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:47] DEBUG    0    0.0000000e+00   9.273896e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:47] DEBUG    838    3.8949634e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:47] DEBUG    Solved in 838 iterations and 0.06 seconds\n",
      "[2021-06-22 16:08:47] DEBUG    Optimal objective  3.894963370e-01\n",
      "[2021-06-22 16:08:47] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:47] DEBUG    Prev: /tmp/tmp7l96_0nq.log  Default:\n",
      "[2021-06-22 16:08:48] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:48] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:48] DEBUG    Changed value of parameter LogFile to /tmp/tmpppk9ox75.log\n",
      "[2021-06-22 16:08:48] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:48] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:48] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:48] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:48] DEBUG    Model fingerprint: 0xa02d3554\n",
      "[2021-06-22 16:08:48] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:48] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:48] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:48] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:48] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:48] DEBUG    Presolve removed 5134 rows and 2346 columns\n",
      "[2021-06-22 16:08:48] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:48] DEBUG    Presolved: 604 rows, 1936 columns, 3371 nonzeros\n",
      "[2021-06-22 16:08:48] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:48] DEBUG    0    0.0000000e+00   9.638735e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:48] DEBUG    732    4.1638299e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:48] DEBUG    Solved in 732 iterations and 0.04 seconds\n",
      "[2021-06-22 16:08:48] DEBUG    Optimal objective  4.163829938e-01\n",
      "[2021-06-22 16:08:48] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:48] DEBUG    Prev: /tmp/tmpppk9ox75.log  Default:\n",
      "[2021-06-22 16:08:49] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:49] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:49] DEBUG    Changed value of parameter LogFile to /tmp/tmpsttida2x.log\n",
      "[2021-06-22 16:08:49] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:49] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:49] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:49] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:49] DEBUG    Model fingerprint: 0x65ac0d6c\n",
      "[2021-06-22 16:08:49] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:49] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:49] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:49] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:49] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:49] DEBUG    Presolve removed 5132 rows and 2344 columns\n",
      "[2021-06-22 16:08:49] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:08:49] DEBUG    Presolved: 606 rows, 1938 columns, 3375 nonzeros\n",
      "[2021-06-22 16:08:49] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:49] DEBUG    0    0.0000000e+00   8.835987e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:49] DEBUG    792    1.6990122e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:49] DEBUG    Solved in 792 iterations and 0.05 seconds\n",
      "[2021-06-22 16:08:49] DEBUG    Optimal objective  1.699012172e-01\n",
      "[2021-06-22 16:08:49] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:49] DEBUG    Prev: /tmp/tmpsttida2x.log  Default:\n",
      "[2021-06-22 16:08:52] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:52] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:52] DEBUG    Changed value of parameter LogFile to /tmp/tmpoiguwgih.log\n",
      "[2021-06-22 16:08:52] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:52] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:52] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:52] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:52] DEBUG    Model fingerprint: 0x1da262d1\n",
      "[2021-06-22 16:08:52] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:52] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:52] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:52] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:52] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:52] DEBUG    Presolve removed 5122 rows and 2328 columns\n",
      "[2021-06-22 16:08:52] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:52] DEBUG    Presolved: 616 rows, 1954 columns, 3401 nonzeros\n",
      "[2021-06-22 16:08:52] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:52] DEBUG    0    0.0000000e+00   8.237245e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:52] DEBUG    790    2.5251179e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:52] DEBUG    Solved in 790 iterations and 0.03 seconds\n",
      "[2021-06-22 16:08:52] DEBUG    Optimal objective  2.525117895e-02\n",
      "[2021-06-22 16:08:52] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:52] DEBUG    Prev: /tmp/tmpoiguwgih.log  Default:\n",
      "[2021-06-22 16:08:53] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:53] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:53] DEBUG    Changed value of parameter LogFile to /tmp/tmpq3rd166l.log\n",
      "[2021-06-22 16:08:53] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:53] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:53] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:53] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:53] DEBUG    Model fingerprint: 0x9c66a1ab\n",
      "[2021-06-22 16:08:53] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:53] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:53] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:53] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:53] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:53] DEBUG    Presolve removed 5138 rows and 2351 columns\n",
      "[2021-06-22 16:08:53] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:53] DEBUG    Presolved: 600 rows, 1931 columns, 3362 nonzeros\n",
      "[2021-06-22 16:08:53] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:53] DEBUG    0    0.0000000e+00   9.866248e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:53] DEBUG    745    2.1517633e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:53] DEBUG    Solved in 745 iterations and 0.03 seconds\n",
      "[2021-06-22 16:08:53] DEBUG    Optimal objective  2.151763348e-02\n",
      "[2021-06-22 16:08:53] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:53] DEBUG    Prev: /tmp/tmpq3rd166l.log  Default:\n",
      "[2021-06-22 16:08:53] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:53] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:53] DEBUG    Changed value of parameter LogFile to /tmp/tmph0bfd74i.log\n",
      "[2021-06-22 16:08:53] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:53] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:53] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:53] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:53] DEBUG    Model fingerprint: 0x4496ce42\n",
      "[2021-06-22 16:08:53] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:53] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:53] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:53] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:53] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:53] DEBUG    Presolve removed 5124 rows and 2333 columns\n",
      "[2021-06-22 16:08:53] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:53] DEBUG    Presolved: 614 rows, 1949 columns, 3394 nonzeros\n",
      "[2021-06-22 16:08:53] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:53] DEBUG    0    0.0000000e+00   8.614303e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:53] DEBUG    561    9.1161677e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:53] DEBUG    Solved in 561 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:53] DEBUG    Optimal objective  9.116167666e-03\n",
      "[2021-06-22 16:08:53] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:53] DEBUG    Prev: /tmp/tmph0bfd74i.log  Default:\n",
      "[2021-06-22 16:08:54] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:54] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:54] DEBUG    Changed value of parameter LogFile to /tmp/tmp9f9wjort.log\n",
      "[2021-06-22 16:08:54] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:54] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:54] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:54] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:54] DEBUG    Model fingerprint: 0x3a1f1435\n",
      "[2021-06-22 16:08:54] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:54] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:54] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:54] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:54] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:54] DEBUG    Presolve removed 5122 rows and 2330 columns\n",
      "[2021-06-22 16:08:54] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:54] DEBUG    Presolved: 616 rows, 1952 columns, 3399 nonzeros\n",
      "[2021-06-22 16:08:54] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:54] DEBUG    0    0.0000000e+00   8.392477e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:54] DEBUG    644    8.1480562e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:54] DEBUG    Solved in 644 iterations and 0.03 seconds\n",
      "[2021-06-22 16:08:54] DEBUG    Optimal objective  8.148056155e-03\n",
      "[2021-06-22 16:08:54] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:54] DEBUG    Prev: /tmp/tmp9f9wjort.log  Default:\n",
      "[2021-06-22 16:08:55] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:55] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:55] DEBUG    Changed value of parameter LogFile to /tmp/tmpk5yjoi_1.log\n",
      "[2021-06-22 16:08:55] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:55] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:55] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:55] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:55] DEBUG    Model fingerprint: 0x7cf63ce6\n",
      "[2021-06-22 16:08:55] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:55] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:55] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:55] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:55] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:55] DEBUG    Presolve removed 5128 rows and 2340 columns\n",
      "[2021-06-22 16:08:55] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:55] DEBUG    Presolved: 610 rows, 1942 columns, 3383 nonzeros\n",
      "[2021-06-22 16:08:55] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:55] DEBUG    0    0.0000000e+00   9.919555e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:55] DEBUG    744    2.0218903e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:55] DEBUG    Solved in 744 iterations and 0.03 seconds\n",
      "[2021-06-22 16:08:55] DEBUG    Optimal objective  2.021890278e-02\n",
      "[2021-06-22 16:08:55] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:55] DEBUG    Prev: /tmp/tmpk5yjoi_1.log  Default:\n",
      "[2021-06-22 16:08:56] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:56] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:56] DEBUG    Changed value of parameter LogFile to /tmp/tmpdcqvc9gy.log\n",
      "[2021-06-22 16:08:56] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:56] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:56] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:56] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:56] DEBUG    Model fingerprint: 0x4fbf3a53\n",
      "[2021-06-22 16:08:56] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:56] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:56] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:56] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:56] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:56] DEBUG    Presolve removed 5130 rows and 2342 columns\n",
      "[2021-06-22 16:08:56] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:08:56] DEBUG    Presolved: 608 rows, 1940 columns, 3379 nonzeros\n",
      "[2021-06-22 16:08:56] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:56] DEBUG    0    0.0000000e+00   9.957978e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:08:56] DEBUG    926    8.4149017e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:56] DEBUG    Solved in 926 iterations and 0.05 seconds\n",
      "[2021-06-22 16:08:56] DEBUG    Optimal objective  8.414901686e-02\n",
      "[2021-06-22 16:08:56] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:56] DEBUG    Prev: /tmp/tmpdcqvc9gy.log  Default:\n",
      "[2021-06-22 16:08:57] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:57] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:57] DEBUG    Changed value of parameter LogFile to /tmp/tmpblaoiexz.log\n",
      "[2021-06-22 16:08:57] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:57] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:57] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:57] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:57] DEBUG    Model fingerprint: 0x3fef4dfe\n",
      "[2021-06-22 16:08:57] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:57] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:57] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:57] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:57] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:57] DEBUG    Presolve removed 5137 rows and 2348 columns\n",
      "[2021-06-22 16:08:57] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:57] DEBUG    Presolved: 601 rows, 1934 columns, 3366 nonzeros\n",
      "[2021-06-22 16:08:57] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:57] DEBUG    0    0.0000000e+00   1.033107e+03   0.000000e+00      0s\n",
      "[2021-06-22 16:08:57] DEBUG    761    4.5013427e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:57] DEBUG    Solved in 761 iterations and 0.03 seconds\n",
      "[2021-06-22 16:08:57] DEBUG    Optimal objective  4.501342668e-01\n",
      "[2021-06-22 16:08:57] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:57] DEBUG    Prev: /tmp/tmpblaoiexz.log  Default:\n",
      "[2021-06-22 16:08:58] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:58] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:58] DEBUG    Changed value of parameter LogFile to /tmp/tmpw71cro9d.log\n",
      "[2021-06-22 16:08:58] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:58] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:58] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:58] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:58] DEBUG    Model fingerprint: 0x33657e37\n",
      "[2021-06-22 16:08:58] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:58] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:58] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:58] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:58] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:58] DEBUG    Presolve removed 5134 rows and 2345 columns\n",
      "[2021-06-22 16:08:58] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:58] DEBUG    Presolved: 604 rows, 1937 columns, 3372 nonzeros\n",
      "[2021-06-22 16:08:58] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:58] DEBUG    0    0.0000000e+00   1.050110e+03   0.000000e+00      0s\n",
      "[2021-06-22 16:08:58] DEBUG    744    1.0417614e+00   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:58] DEBUG    Solved in 744 iterations and 0.02 seconds\n",
      "[2021-06-22 16:08:58] DEBUG    Optimal objective  1.041761412e+00\n",
      "[2021-06-22 16:08:58] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:58] DEBUG    Prev: /tmp/tmpw71cro9d.log  Default:\n",
      "[2021-06-22 16:08:58] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:58] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:58] DEBUG    Changed value of parameter LogFile to /tmp/tmpa78eyh3t.log\n",
      "[2021-06-22 16:08:58] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:58] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:58] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:58] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:58] DEBUG    Model fingerprint: 0x0f0a8d80\n",
      "[2021-06-22 16:08:58] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:58] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:58] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:58] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:58] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:58] DEBUG    Presolve removed 5135 rows and 2346 columns\n",
      "[2021-06-22 16:08:58] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:58] DEBUG    Presolved: 603 rows, 1936 columns, 3370 nonzeros\n",
      "[2021-06-22 16:08:58] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:58] DEBUG    0    0.0000000e+00   1.033883e+03   0.000000e+00      0s\n",
      "[2021-06-22 16:08:58] DEBUG    680    1.1066731e+00   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:58] DEBUG    Solved in 680 iterations and 0.03 seconds\n",
      "[2021-06-22 16:08:58] DEBUG    Optimal objective  1.106673146e+00\n",
      "[2021-06-22 16:08:58] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:58] DEBUG    Prev: /tmp/tmpa78eyh3t.log  Default:\n",
      "[2021-06-22 16:08:59] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:08:59] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:08:59] DEBUG    Changed value of parameter LogFile to /tmp/tmpo986dz1a.log\n",
      "[2021-06-22 16:08:59] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:08:59] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:08:59] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:08:59] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:08:59] DEBUG    Model fingerprint: 0x651c827a\n",
      "[2021-06-22 16:08:59] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:08:59] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:08:59] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:08:59] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:08:59] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:08:59] DEBUG    Presolve removed 5129 rows and 2345 columns\n",
      "[2021-06-22 16:08:59] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:08:59] DEBUG    Presolved: 609 rows, 1937 columns, 3377 nonzeros\n",
      "[2021-06-22 16:08:59] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:08:59] DEBUG    0    0.0000000e+00   1.014709e+03   0.000000e+00      0s\n",
      "[2021-06-22 16:08:59] DEBUG    727    7.4976990e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:08:59] DEBUG    Solved in 727 iterations and 0.03 seconds\n",
      "[2021-06-22 16:08:59] DEBUG    Optimal objective  7.497698968e-01\n",
      "[2021-06-22 16:08:59] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:08:59] DEBUG    Prev: /tmp/tmpo986dz1a.log  Default:\n",
      "[2021-06-22 16:09:00] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:09:00] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:09:00] DEBUG    Changed value of parameter LogFile to /tmp/tmp4s_9g0dn.log\n",
      "[2021-06-22 16:09:00] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:09:00] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:09:00] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:09:00] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:09:00] DEBUG    Model fingerprint: 0x22e64971\n",
      "[2021-06-22 16:09:00] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:09:00] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:09:00] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:09:00] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:09:00] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:09:00] DEBUG    Presolve removed 5129 rows and 2352 columns\n",
      "[2021-06-22 16:09:00] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:09:00] DEBUG    Presolved: 609 rows, 1930 columns, 3370 nonzeros\n",
      "[2021-06-22 16:09:00] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:09:00] DEBUG    0    0.0000000e+00   8.714991e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:09:00] DEBUG    612    3.3847301e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:09:00] DEBUG    Solved in 612 iterations and 0.03 seconds\n",
      "[2021-06-22 16:09:00] DEBUG    Optimal objective  3.384730142e-01\n",
      "[2021-06-22 16:09:00] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:09:00] DEBUG    Prev: /tmp/tmp4s_9g0dn.log  Default:\n",
      "[2021-06-22 16:09:01] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:09:01] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:09:01] DEBUG    Changed value of parameter LogFile to /tmp/tmpi6my2wjc.log\n",
      "[2021-06-22 16:09:01] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:09:01] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:09:01] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:09:01] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:09:01] DEBUG    Model fingerprint: 0x00145b4c\n",
      "[2021-06-22 16:09:01] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:09:01] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:09:01] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:09:01] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:09:01] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-22 16:09:01] DEBUG    Presolve removed 5123 rows and 2337 columns\n",
      "[2021-06-22 16:09:01] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:09:01] DEBUG    Presolved: 615 rows, 1945 columns, 3391 nonzeros\n",
      "[2021-06-22 16:09:01] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:09:01] DEBUG    0    0.0000000e+00   8.570054e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:09:01] DEBUG    886    1.7075712e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:09:01] DEBUG    Solved in 886 iterations and 0.03 seconds\n",
      "[2021-06-22 16:09:01] DEBUG    Optimal objective  1.707571176e-02\n",
      "[2021-06-22 16:09:01] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:09:01] DEBUG    Prev: /tmp/tmpi6my2wjc.log  Default:\n",
      "[2021-06-22 16:09:02] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:09:02] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:09:02] DEBUG    Changed value of parameter LogFile to /tmp/tmp0j5fc9ot.log\n",
      "[2021-06-22 16:09:02] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:09:02] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:09:02] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:09:02] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:09:02] DEBUG    Model fingerprint: 0x9bce6599\n",
      "[2021-06-22 16:09:02] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:09:02] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:09:02] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:09:02] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:09:02] DEBUG    RHS range        [6e-06, 2e+02]\n",
      "[2021-06-22 16:09:02] DEBUG    Presolve removed 5143 rows and 2362 columns\n",
      "[2021-06-22 16:09:02] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:09:02] DEBUG    Presolved: 595 rows, 1920 columns, 3346 nonzeros\n",
      "[2021-06-22 16:09:02] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:09:02] DEBUG    0    0.0000000e+00   1.002726e+03   0.000000e+00      0s\n",
      "[2021-06-22 16:09:02] DEBUG    902    5.4545596e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:09:02] DEBUG    Solved in 902 iterations and 0.05 seconds\n",
      "[2021-06-22 16:09:02] DEBUG    Optimal objective  5.454559568e-02\n",
      "[2021-06-22 16:09:02] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:09:02] DEBUG    Prev: /tmp/tmp0j5fc9ot.log  Default:\n",
      "[2021-06-22 16:09:03] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:09:03] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:09:03] DEBUG    Changed value of parameter LogFile to /tmp/tmpvo9tc_bw.log\n",
      "[2021-06-22 16:09:03] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:09:03] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:09:03] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:09:03] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:09:03] DEBUG    Model fingerprint: 0xf6d37230\n",
      "[2021-06-22 16:09:03] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:09:03] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:09:03] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:09:03] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:09:03] DEBUG    RHS range        [6e-06, 2e+02]\n",
      "[2021-06-22 16:09:03] DEBUG    Presolve removed 5133 rows and 2345 columns\n",
      "[2021-06-22 16:09:03] DEBUG    Presolve time: 0.02s\n",
      "[2021-06-22 16:09:03] DEBUG    Presolved: 605 rows, 1937 columns, 3373 nonzeros\n",
      "[2021-06-22 16:09:03] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:09:03] DEBUG    0    0.0000000e+00   9.628637e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:09:03] DEBUG    732    4.7968505e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:09:03] DEBUG    Solved in 732 iterations and 0.05 seconds\n",
      "[2021-06-22 16:09:03] DEBUG    Optimal objective  4.796850463e-01\n",
      "[2021-06-22 16:09:03] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:09:03] DEBUG    Prev: /tmp/tmpvo9tc_bw.log  Default:\n",
      "[2021-06-22 16:09:04] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:09:04] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:09:04] DEBUG    Changed value of parameter LogFile to /tmp/tmpjwgk3vz8.log\n",
      "[2021-06-22 16:09:04] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:09:04] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:09:04] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:09:04] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:09:04] DEBUG    Model fingerprint: 0x73699949\n",
      "[2021-06-22 16:09:04] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:09:04] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:09:04] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:09:04] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:09:04] DEBUG    RHS range        [6e-06, 2e+02]\n",
      "[2021-06-22 16:09:04] DEBUG    Presolve removed 5138 rows and 2368 columns\n",
      "[2021-06-22 16:09:04] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:09:04] DEBUG    Presolved: 600 rows, 1914 columns, 3345 nonzeros\n",
      "[2021-06-22 16:09:04] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:09:04] DEBUG    0    0.0000000e+00   9.081092e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:09:04] DEBUG    541    2.9169100e-01   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:09:04] DEBUG    Solved in 541 iterations and 0.02 seconds\n",
      "[2021-06-22 16:09:04] DEBUG    Optimal objective  2.916909974e-01\n",
      "[2021-06-22 16:09:04] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:09:04] DEBUG    Prev: /tmp/tmpjwgk3vz8.log  Default:\n",
      "[2021-06-22 16:09:04] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:09:04] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:09:04] DEBUG    Changed value of parameter LogFile to /tmp/tmpmyh0emb6.log\n",
      "[2021-06-22 16:09:04] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:09:04] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:09:04] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:09:04] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:09:04] DEBUG    Model fingerprint: 0x747ae094\n",
      "[2021-06-22 16:09:04] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:09:04] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:09:04] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:09:04] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:09:04] DEBUG    RHS range        [6e-06, 2e+02]\n",
      "[2021-06-22 16:09:04] DEBUG    Presolve removed 5122 rows and 2379 columns\n",
      "[2021-06-22 16:09:04] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:09:04] DEBUG    Presolved: 616 rows, 1903 columns, 3350 nonzeros\n",
      "[2021-06-22 16:09:04] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:09:04] DEBUG    0    0.0000000e+00   8.351869e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:09:04] DEBUG    385    7.7679023e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:09:04] DEBUG    Solved in 385 iterations and 0.02 seconds\n",
      "[2021-06-22 16:09:04] DEBUG    Optimal objective  7.767902320e-03\n",
      "[2021-06-22 16:09:04] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:09:04] DEBUG    Prev: /tmp/tmpmyh0emb6.log  Default:\n",
      "[2021-06-22 16:09:05] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:09:05] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:09:05] DEBUG    Changed value of parameter LogFile to /tmp/tmplagz4pom.log\n",
      "[2021-06-22 16:09:05] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:09:05] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:09:05] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:09:05] DEBUG    Optimize a model with 5738 rows, 4282 columns and 12112 nonzeros\n",
      "[2021-06-22 16:09:05] DEBUG    Model fingerprint: 0xe627e1a5\n",
      "[2021-06-22 16:09:05] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:09:05] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:09:05] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:09:05] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:09:05] DEBUG    RHS range        [6e-06, 2e+02]\n",
      "[2021-06-22 16:09:05] DEBUG    Presolve removed 5122 rows and 2379 columns\n",
      "[2021-06-22 16:09:05] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:09:05] DEBUG    Presolved: 616 rows, 1903 columns, 3350 nonzeros\n",
      "[2021-06-22 16:09:05] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:09:05] DEBUG    0    0.0000000e+00   8.324116e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:09:05] DEBUG    498    6.9474570e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:09:05] DEBUG    Solved in 498 iterations and 0.02 seconds\n",
      "[2021-06-22 16:09:05] DEBUG    Optimal objective  6.947456956e-03\n",
      "[2021-06-22 16:09:05] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:09:05] DEBUG    Prev: /tmp/tmplagz4pom.log  Default:\n",
      "[2021-06-22 16:09:05] INFO     Loading sets\n",
      "[2021-06-22 16:09:05] INFO     Loading parameters\n",
      "[2021-06-22 16:09:06] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-22 16:09:06] INFO     creating capacity constraints\n",
      "[2021-06-22 16:09:06] INFO     creating costs constraints\n",
      "[2021-06-22 16:09:06] INFO     creating dispatch constraints\n",
      "[2021-06-22 16:09:06] INFO     creating energy_balance constraints\n",
      "[2021-06-22 16:09:06] INFO     creating network constraints\n",
      "[2021-06-22 16:09:06] INFO     creating policy constraints\n",
      "[2021-06-22 16:09:06] INFO     creating conversion constraints\n",
      "[2021-06-22 16:09:06] INFO     creating conversion_plus constraints\n",
      "[2021-06-22 16:09:06] INFO     creating group constraints\n",
      "[2021-06-22 16:09:06] INFO     creating export constraints\n",
      "[2021-06-22 16:09:06] INFO     creating milp constraints\n",
      "[2021-06-22 16:09:06] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:09:06] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:09:06] DEBUG    Changed value of parameter LogFile to /tmp/tmpnxas9dfh.log\n",
      "[2021-06-22 16:09:06] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:09:06] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:09:06] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:09:06] DEBUG    Optimize a model with 2474 rows, 1850 columns and 5200 nonzeros\n",
      "[2021-06-22 16:09:06] DEBUG    Model fingerprint: 0x3a5a17a3\n",
      "[2021-06-22 16:09:06] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:09:06] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:09:06] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:09:06] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:09:06] DEBUG    RHS range        [6e-06, 2e+02]\n",
      "[2021-06-22 16:09:06] DEBUG    Presolve removed 2216 rows and 1043 columns\n",
      "[2021-06-22 16:09:06] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:09:06] DEBUG    Presolved: 258 rows, 807 columns, 1410 nonzeros\n",
      "[2021-06-22 16:09:06] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:09:06] DEBUG    0    0.0000000e+00   1.582608e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:09:06] DEBUG    260    2.8119902e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:09:06] DEBUG    Solved in 260 iterations and 0.01 seconds\n",
      "[2021-06-22 16:09:06] DEBUG    Optimal objective  2.811990212e-03\n",
      "[2021-06-22 16:09:06] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:09:06] DEBUG    Prev: /tmp/tmpnxas9dfh.log  Default:\n",
      "[2021-06-22 16:09:06] INFO     Loading sets\n",
      "[2021-06-22 16:09:06] INFO     Loading parameters\n",
      "[2021-06-22 16:09:06] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-22 16:09:06] INFO     creating capacity constraints\n",
      "[2021-06-22 16:09:06] INFO     creating costs constraints\n",
      "[2021-06-22 16:09:06] INFO     creating dispatch constraints\n",
      "[2021-06-22 16:09:06] INFO     creating energy_balance constraints\n",
      "[2021-06-22 16:09:06] INFO     creating network constraints\n",
      "[2021-06-22 16:09:06] INFO     creating policy constraints\n",
      "[2021-06-22 16:09:06] INFO     creating conversion constraints\n",
      "[2021-06-22 16:09:06] INFO     creating conversion_plus constraints\n",
      "[2021-06-22 16:09:06] INFO     creating group constraints\n",
      "[2021-06-22 16:09:06] INFO     creating export constraints\n",
      "[2021-06-22 16:09:06] INFO     creating milp constraints\n",
      "[2021-06-22 16:09:07] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-22 16:09:07] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-22 16:09:07] DEBUG    Changed value of parameter LogFile to /tmp/tmpgvbh9rvf.log\n",
      "[2021-06-22 16:09:07] DEBUG    Prev:   Default:\n",
      "[2021-06-22 16:09:07] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-22 16:09:07] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-22 16:09:07] DEBUG    Optimize a model with 2474 rows, 1850 columns and 5200 nonzeros\n",
      "[2021-06-22 16:09:07] DEBUG    Model fingerprint: 0xfe52f865\n",
      "[2021-06-22 16:09:07] DEBUG    Coefficient statistics:\n",
      "[2021-06-22 16:09:07] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-22 16:09:07] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-22 16:09:07] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-22 16:09:07] DEBUG    RHS range        [6e-06, 2e+02]\n",
      "[2021-06-22 16:09:07] DEBUG    Presolve removed 2210 rows and 1016 columns\n",
      "[2021-06-22 16:09:07] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-22 16:09:07] DEBUG    Presolved: 264 rows, 834 columns, 1449 nonzeros\n",
      "[2021-06-22 16:09:07] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-22 16:09:07] DEBUG    0    0.0000000e+00   1.413891e+02   0.000000e+00      0s\n",
      "[2021-06-22 16:09:07] DEBUG    263    4.6589744e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-22 16:09:07] DEBUG    Solved in 263 iterations and 0.01 seconds\n",
      "[2021-06-22 16:09:07] DEBUG    Optimal objective  4.658974352e-03\n",
      "[2021-06-22 16:09:07] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-22 16:09:07] DEBUG    Prev: /tmp/tmpgvbh9rvf.log  Default:\n"
     ]
    }
   ],
   "source": [
    "new_model.run()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Extract a metric of interest"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
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       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2 {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:                                 (carriers: 1, costs: 1, loc_carriers_system_balance_constraint: 2, loc_tech_carriers_con: 10, loc_tech_carriers_prod: 24, loc_techs: 26, loc_techs_area: 4, loc_techs_balance_demand_constraint: 2, loc_techs_cost: 24, loc_techs_cost_investment_constraint: 24, loc_techs_investment_cost: 24, loc_techs_om_cost: 24, loc_techs_store: 10, loc_techs_supply_plus: 4, techs: 17, timesteps: 2928)\n",
       "Coordinates: (12/16)\n",
       "  * loc_carriers_system_balance_constraint  (loc_carriers_system_balance_constraint) object ...\n",
       "  * loc_tech_carriers_con                   (loc_tech_carriers_con) object &#x27;G...\n",
       "  * loc_tech_carriers_prod                  (loc_tech_carriers_prod) object &#x27;...\n",
       "  * loc_techs_balance_demand_constraint     (loc_techs_balance_demand_constraint) object ...\n",
       "  * loc_techs_cost                          (loc_techs_cost) object &#x27;GBR::ac_...\n",
       "  * loc_techs_cost_investment_constraint    (loc_techs_cost_investment_constraint) object ...\n",
       "    ...                                      ...\n",
       "  * techs                                   (techs) object &#x27;ac_transmission&#x27; ...\n",
       "  * costs                                   (costs) object &#x27;monetary&#x27;\n",
       "  * loc_techs                               (loc_techs) object &#x27;IRL::hydro_re...\n",
       "  * loc_techs_area                          (loc_techs_area) object &#x27;IRL::win...\n",
       "  * timesteps                               (timesteps) datetime64[ns] 2016-0...\n",
       "  * carriers                                (carriers) &lt;U11 &#x27;electricity&#x27;\n",
       "Data variables: (12/19)\n",
       "    energy_cap                              (loc_techs) float64 1e-05 ... 0.5569\n",
       "    carrier_prod                            (loc_tech_carriers_prod, timesteps) float64 ...\n",
       "    carrier_con                             (loc_tech_carriers_con, timesteps) float64 ...\n",
       "    cost                                    (costs, loc_techs_cost) float64 0...\n",
       "    resource_area                           (loc_techs_area) float64 0.1112 ....\n",
       "    storage_cap                             (loc_techs_store) float64 0.503 ....\n",
       "    ...                                      ...\n",
       "    system_balance                          (loc_carriers_system_balance_constraint, timesteps) float64 ...\n",
       "    required_resource                       (loc_techs_balance_demand_constraint, timesteps) float64 ...\n",
       "    capacity_factor                         (timesteps, loc_tech_carriers_prod) float64 ...\n",
       "    systemwide_capacity_factor              (carriers, techs) float64 nan ......\n",
       "    systemwide_levelised_cost               (carriers, costs, techs) float64 ...\n",
       "    total_levelised_cost                    (carriers, costs) float64 0.006956\n",
       "Attributes:\n",
       "    termination_condition:     optimal\n",
       "    objective_function_value:  27.404171592860816\n",
       "    solution_time:             205.776291\n",
       "    time_finished:             2021-06-22 16:05:22\n",
       "    calliope_version:          0.6.7-dev\n",
       "    applied_overrides:         freeze-hydro-capacities\n",
       "    scenario:                  freeze-hydro-capacities\n",
       "    defaults:                  available_area: null\\ncarrier_ratios: false\\nc...\n",
       "    allow_operate_mode:        1\n",
       "    model_config:              calliope_version: 0.6.7\\nname: Example model\\n...\n",
       "    run_config:                backend: pyomo\\nbigM: 1000000000.0\\ncyclic_sto...</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-9f45150d-d665-475c-9776-acfe905e33a5' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-9f45150d-d665-475c-9776-acfe905e33a5' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>carriers</span>: 1</li><li><span class='xr-has-index'>costs</span>: 1</li><li><span class='xr-has-index'>loc_carriers_system_balance_constraint</span>: 2</li><li><span class='xr-has-index'>loc_tech_carriers_con</span>: 10</li><li><span class='xr-has-index'>loc_tech_carriers_prod</span>: 24</li><li><span class='xr-has-index'>loc_techs</span>: 26</li><li><span class='xr-has-index'>loc_techs_area</span>: 4</li><li><span class='xr-has-index'>loc_techs_balance_demand_constraint</span>: 2</li><li><span class='xr-has-index'>loc_techs_cost</span>: 24</li><li><span class='xr-has-index'>loc_techs_cost_investment_constraint</span>: 24</li><li><span class='xr-has-index'>loc_techs_investment_cost</span>: 24</li><li><span class='xr-has-index'>loc_techs_om_cost</span>: 24</li><li><span class='xr-has-index'>loc_techs_store</span>: 10</li><li><span class='xr-has-index'>loc_techs_supply_plus</span>: 4</li><li><span class='xr-has-index'>techs</span>: 17</li><li><span class='xr-has-index'>timesteps</span>: 2928</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-264032e2-ec9a-4194-a3e1-893026b2568a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-264032e2-ec9a-4194-a3e1-893026b2568a' class='xr-section-summary' >Coordinates: <span>(16)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>loc_carriers_system_balance_constraint</span></div><div class='xr-var-dims'>(loc_carriers_system_balance_constraint)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;GBR::electricity&#x27; &#x27;IRL::electri...</div><input id='attrs-937fd2ed-39bf-47a8-943a-eea6a2956167' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-937fd2ed-39bf-47a8-943a-eea6a2956167' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fa8774fc-85a9-4b52-9274-0719cfffb19e' class='xr-var-data-in' type='checkbox'><label for='data-fa8774fc-85a9-4b52-9274-0719cfffb19e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;GBR::electricity&#x27;, &#x27;IRL::electricity&#x27;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>loc_tech_carriers_con</span></div><div class='xr-var-dims'>(loc_tech_carriers_con)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;GBR::ac_transmission:IRL::elect...</div><input id='attrs-6c641292-89fb-4ef2-b2f1-f594376e0846' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6c641292-89fb-4ef2-b2f1-f594376e0846' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-700170bf-f944-433a-93f7-43c7622fdc89' class='xr-var-data-in' type='checkbox'><label for='data-700170bf-f944-433a-93f7-43c7622fdc89' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;GBR::ac_transmission:IRL::electricity&#x27;, &#x27;GBR::battery::electricity&#x27;,\n",
       "       &#x27;GBR::demand_elec::electricity&#x27;, &#x27;GBR::hydrogen::electricity&#x27;,\n",
       "       &#x27;GBR::pumped_hydro::electricity&#x27;,\n",
       "       &#x27;IRL::ac_transmission:GBR::electricity&#x27;, &#x27;IRL::battery::electricity&#x27;,\n",
       "       &#x27;IRL::demand_elec::electricity&#x27;, &#x27;IRL::hydrogen::electricity&#x27;,\n",
       "       &#x27;IRL::pumped_hydro::electricity&#x27;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>loc_tech_carriers_prod</span></div><div class='xr-var-dims'>(loc_tech_carriers_prod)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;GBR::ac_transmission:IRL::elect...</div><input id='attrs-bbfd1128-7a40-493c-8a23-6f45ec5aadd9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bbfd1128-7a40-493c-8a23-6f45ec5aadd9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-73d18a0f-8e99-4652-92fd-b81cb90ef19f' class='xr-var-data-in' type='checkbox'><label for='data-73d18a0f-8e99-4652-92fd-b81cb90ef19f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;GBR::ac_transmission:IRL::electricity&#x27;, &#x27;GBR::battery::electricity&#x27;,\n",
       "       &#x27;GBR::biofuel::electricity&#x27;, &#x27;GBR::hydro_reservoir::electricity&#x27;,\n",
       "       &#x27;GBR::hydro_run_of_river::electricity&#x27;, &#x27;GBR::hydrogen::electricity&#x27;,\n",
       "       &#x27;GBR::open_field_pv::electricity&#x27;, &#x27;GBR::pumped_hydro::electricity&#x27;,\n",
       "       &#x27;GBR::roof_mounted_pv::electricity&#x27;, &#x27;GBR::wind_offshore::electricity&#x27;,\n",
       "       &#x27;GBR::wind_onshore_competing::electricity&#x27;,\n",
       "       &#x27;GBR::wind_onshore_monopoly::electricity&#x27;,\n",
       "       &#x27;IRL::ac_transmission:GBR::electricity&#x27;, &#x27;IRL::battery::electricity&#x27;,\n",
       "       &#x27;IRL::biofuel::electricity&#x27;, &#x27;IRL::hydro_reservoir::electricity&#x27;,\n",
       "       &#x27;IRL::hydro_run_of_river::electricity&#x27;, &#x27;IRL::hydrogen::electricity&#x27;,\n",
       "       &#x27;IRL::open_field_pv::electricity&#x27;, &#x27;IRL::pumped_hydro::electricity&#x27;,\n",
       "       &#x27;IRL::roof_mounted_pv::electricity&#x27;, &#x27;IRL::wind_offshore::electricity&#x27;,\n",
       "       &#x27;IRL::wind_onshore_competing::electricity&#x27;,\n",
       "       &#x27;IRL::wind_onshore_monopoly::electricity&#x27;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>loc_techs_balance_demand_constraint</span></div><div class='xr-var-dims'>(loc_techs_balance_demand_constraint)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;GBR::demand_elec&#x27; &#x27;IRL::demand_...</div><input id='attrs-aed1983a-b56c-4700-a945-0002c7a7e654' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-aed1983a-b56c-4700-a945-0002c7a7e654' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fd4dd04c-9781-4500-a879-196cb67f746e' class='xr-var-data-in' type='checkbox'><label for='data-fd4dd04c-9781-4500-a879-196cb67f746e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;GBR::demand_elec&#x27;, &#x27;IRL::demand_elec&#x27;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>loc_techs_cost</span></div><div class='xr-var-dims'>(loc_techs_cost)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;GBR::ac_transmission:IRL&#x27; ... &#x27;...</div><input id='attrs-20c75914-6bed-417f-9b87-ea04a0fe077e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-20c75914-6bed-417f-9b87-ea04a0fe077e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5de0eaa0-5a14-4faf-bf04-fcdb9dc40d49' class='xr-var-data-in' type='checkbox'><label for='data-5de0eaa0-5a14-4faf-bf04-fcdb9dc40d49' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;GBR::ac_transmission:IRL&#x27;, &#x27;GBR::battery&#x27;, &#x27;GBR::biofuel&#x27;,\n",
       "       &#x27;GBR::hydro_reservoir&#x27;, &#x27;GBR::hydro_run_of_river&#x27;, &#x27;GBR::hydrogen&#x27;,\n",
       "       &#x27;GBR::open_field_pv&#x27;, &#x27;GBR::pumped_hydro&#x27;, &#x27;GBR::roof_mounted_pv&#x27;,\n",
       "       &#x27;GBR::wind_offshore&#x27;, &#x27;GBR::wind_onshore_competing&#x27;,\n",
       "       &#x27;GBR::wind_onshore_monopoly&#x27;, &#x27;IRL::ac_transmission:GBR&#x27;,\n",
       "       &#x27;IRL::battery&#x27;, &#x27;IRL::biofuel&#x27;, &#x27;IRL::hydro_reservoir&#x27;,\n",
       "       &#x27;IRL::hydro_run_of_river&#x27;, &#x27;IRL::hydrogen&#x27;, &#x27;IRL::open_field_pv&#x27;,\n",
       "       &#x27;IRL::pumped_hydro&#x27;, &#x27;IRL::roof_mounted_pv&#x27;, &#x27;IRL::wind_offshore&#x27;,\n",
       "       &#x27;IRL::wind_onshore_competing&#x27;, &#x27;IRL::wind_onshore_monopoly&#x27;],\n",
       "      dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>loc_techs_cost_investment_constraint</span></div><div class='xr-var-dims'>(loc_techs_cost_investment_constraint)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;GBR::ac_transmission:IRL&#x27; ... &#x27;...</div><input id='attrs-7033839c-7188-43eb-bd14-9f9229c5192d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7033839c-7188-43eb-bd14-9f9229c5192d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cd9c7123-c6f7-4384-9420-e266c29ddd5a' class='xr-var-data-in' type='checkbox'><label for='data-cd9c7123-c6f7-4384-9420-e266c29ddd5a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;GBR::ac_transmission:IRL&#x27;, &#x27;GBR::battery&#x27;, &#x27;GBR::biofuel&#x27;,\n",
       "       &#x27;GBR::hydro_reservoir&#x27;, &#x27;GBR::hydro_run_of_river&#x27;, &#x27;GBR::hydrogen&#x27;,\n",
       "       &#x27;GBR::open_field_pv&#x27;, &#x27;GBR::pumped_hydro&#x27;, &#x27;GBR::roof_mounted_pv&#x27;,\n",
       "       &#x27;GBR::wind_offshore&#x27;, &#x27;GBR::wind_onshore_competing&#x27;,\n",
       "       &#x27;GBR::wind_onshore_monopoly&#x27;, &#x27;IRL::ac_transmission:GBR&#x27;,\n",
       "       &#x27;IRL::battery&#x27;, &#x27;IRL::biofuel&#x27;, &#x27;IRL::hydro_reservoir&#x27;,\n",
       "       &#x27;IRL::hydro_run_of_river&#x27;, &#x27;IRL::hydrogen&#x27;, &#x27;IRL::open_field_pv&#x27;,\n",
       "       &#x27;IRL::pumped_hydro&#x27;, &#x27;IRL::roof_mounted_pv&#x27;, &#x27;IRL::wind_offshore&#x27;,\n",
       "       &#x27;IRL::wind_onshore_competing&#x27;, &#x27;IRL::wind_onshore_monopoly&#x27;],\n",
       "      dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>loc_techs_investment_cost</span></div><div class='xr-var-dims'>(loc_techs_investment_cost)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;GBR::ac_transmission:IRL&#x27; ... &#x27;...</div><input id='attrs-eba454f4-e57d-42d5-ad2e-af2c71a6f76b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-eba454f4-e57d-42d5-ad2e-af2c71a6f76b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a27a000e-ee4b-4cd2-9ef0-46dacdb3ef33' class='xr-var-data-in' type='checkbox'><label for='data-a27a000e-ee4b-4cd2-9ef0-46dacdb3ef33' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;GBR::ac_transmission:IRL&#x27;, &#x27;GBR::battery&#x27;, &#x27;GBR::biofuel&#x27;,\n",
       "       &#x27;GBR::hydro_reservoir&#x27;, &#x27;GBR::hydro_run_of_river&#x27;, &#x27;GBR::hydrogen&#x27;,\n",
       "       &#x27;GBR::open_field_pv&#x27;, &#x27;GBR::pumped_hydro&#x27;, &#x27;GBR::roof_mounted_pv&#x27;,\n",
       "       &#x27;GBR::wind_offshore&#x27;, &#x27;GBR::wind_onshore_competing&#x27;,\n",
       "       &#x27;GBR::wind_onshore_monopoly&#x27;, &#x27;IRL::ac_transmission:GBR&#x27;,\n",
       "       &#x27;IRL::battery&#x27;, &#x27;IRL::biofuel&#x27;, &#x27;IRL::hydro_reservoir&#x27;,\n",
       "       &#x27;IRL::hydro_run_of_river&#x27;, &#x27;IRL::hydrogen&#x27;, &#x27;IRL::open_field_pv&#x27;,\n",
       "       &#x27;IRL::pumped_hydro&#x27;, &#x27;IRL::roof_mounted_pv&#x27;, &#x27;IRL::wind_offshore&#x27;,\n",
       "       &#x27;IRL::wind_onshore_competing&#x27;, &#x27;IRL::wind_onshore_monopoly&#x27;],\n",
       "      dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>loc_techs_om_cost</span></div><div class='xr-var-dims'>(loc_techs_om_cost)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;GBR::ac_transmission:IRL&#x27; ... &#x27;...</div><input id='attrs-c11dfec2-ff7e-4a14-a49b-b820c87a4906' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c11dfec2-ff7e-4a14-a49b-b820c87a4906' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bdae2392-7fa2-45c9-8081-c0f453e3249b' class='xr-var-data-in' type='checkbox'><label for='data-bdae2392-7fa2-45c9-8081-c0f453e3249b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;GBR::ac_transmission:IRL&#x27;, &#x27;GBR::battery&#x27;, &#x27;GBR::biofuel&#x27;,\n",
       "       &#x27;GBR::hydro_reservoir&#x27;, &#x27;GBR::hydro_run_of_river&#x27;, &#x27;GBR::hydrogen&#x27;,\n",
       "       &#x27;GBR::open_field_pv&#x27;, &#x27;GBR::pumped_hydro&#x27;, &#x27;GBR::roof_mounted_pv&#x27;,\n",
       "       &#x27;GBR::wind_offshore&#x27;, &#x27;GBR::wind_onshore_competing&#x27;,\n",
       "       &#x27;GBR::wind_onshore_monopoly&#x27;, &#x27;IRL::ac_transmission:GBR&#x27;,\n",
       "       &#x27;IRL::battery&#x27;, &#x27;IRL::biofuel&#x27;, &#x27;IRL::hydro_reservoir&#x27;,\n",
       "       &#x27;IRL::hydro_run_of_river&#x27;, &#x27;IRL::hydrogen&#x27;, &#x27;IRL::open_field_pv&#x27;,\n",
       "       &#x27;IRL::pumped_hydro&#x27;, &#x27;IRL::roof_mounted_pv&#x27;, &#x27;IRL::wind_offshore&#x27;,\n",
       "       &#x27;IRL::wind_onshore_competing&#x27;, &#x27;IRL::wind_onshore_monopoly&#x27;],\n",
       "      dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>loc_techs_store</span></div><div class='xr-var-dims'>(loc_techs_store)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;GBR::battery&#x27; ... &#x27;IRL::pumped_...</div><input id='attrs-f140655c-964c-458e-aabb-69c77ea8c820' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f140655c-964c-458e-aabb-69c77ea8c820' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-94eee56e-7766-42f7-8ba0-351cc57c171a' class='xr-var-data-in' type='checkbox'><label for='data-94eee56e-7766-42f7-8ba0-351cc57c171a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;GBR::battery&#x27;, &#x27;GBR::biofuel&#x27;, &#x27;GBR::hydro_reservoir&#x27;, &#x27;GBR::hydrogen&#x27;,\n",
       "       &#x27;GBR::pumped_hydro&#x27;, &#x27;IRL::battery&#x27;, &#x27;IRL::biofuel&#x27;,\n",
       "       &#x27;IRL::hydro_reservoir&#x27;, &#x27;IRL::hydrogen&#x27;, &#x27;IRL::pumped_hydro&#x27;],\n",
       "      dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>loc_techs_supply_plus</span></div><div class='xr-var-dims'>(loc_techs_supply_plus)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;GBR::biofuel&#x27; ... &#x27;IRL::hydro_r...</div><input id='attrs-9f8bbc27-8034-4743-937e-cf95309a9434' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9f8bbc27-8034-4743-937e-cf95309a9434' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-771366f0-2a06-49a2-a71d-8c735bdba8fe' class='xr-var-data-in' type='checkbox'><label for='data-771366f0-2a06-49a2-a71d-8c735bdba8fe' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;GBR::biofuel&#x27;, &#x27;GBR::hydro_reservoir&#x27;, &#x27;IRL::biofuel&#x27;,\n",
       "       &#x27;IRL::hydro_reservoir&#x27;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>techs</span></div><div class='xr-var-dims'>(techs)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;ac_transmission&#x27; ... &#x27;wind_onsh...</div><input id='attrs-14a71f67-c83c-47a1-9573-7a60e9c2fb81' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-14a71f67-c83c-47a1-9573-7a60e9c2fb81' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-68aad899-5d95-43c3-a4ae-1a8b0d2192a3' class='xr-var-data-in' type='checkbox'><label for='data-68aad899-5d95-43c3-a4ae-1a8b0d2192a3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;ac_transmission&#x27;, &#x27;ac_transmission:GBR&#x27;, &#x27;ac_transmission:IRL&#x27;,\n",
       "       &#x27;battery&#x27;, &#x27;biofuel&#x27;, &#x27;demand_elec&#x27;, &#x27;free_transmission&#x27;,\n",
       "       &#x27;hydro_reservoir&#x27;, &#x27;hydro_run_of_river&#x27;, &#x27;hydrogen&#x27;, &#x27;load_shedding&#x27;,\n",
       "       &#x27;open_field_pv&#x27;, &#x27;pumped_hydro&#x27;, &#x27;roof_mounted_pv&#x27;, &#x27;wind_offshore&#x27;,\n",
       "       &#x27;wind_onshore_competing&#x27;, &#x27;wind_onshore_monopoly&#x27;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>costs</span></div><div class='xr-var-dims'>(costs)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;monetary&#x27;</div><input id='attrs-781e14ad-ebee-4b42-b534-e4c3a094bdc2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-781e14ad-ebee-4b42-b534-e4c3a094bdc2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2de51f3b-2ef1-48a1-8005-9f3b99d4d6a4' class='xr-var-data-in' type='checkbox'><label for='data-2de51f3b-2ef1-48a1-8005-9f3b99d4d6a4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;monetary&#x27;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>loc_techs</span></div><div class='xr-var-dims'>(loc_techs)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;IRL::hydro_reservoir&#x27; ... &#x27;GBR:...</div><input id='attrs-d28a0e18-a908-4cc8-aa4e-8e6d91f8f0bf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d28a0e18-a908-4cc8-aa4e-8e6d91f8f0bf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2c6ecdb5-dc67-4590-9a16-57ad111ac2b5' class='xr-var-data-in' type='checkbox'><label for='data-2c6ecdb5-dc67-4590-9a16-57ad111ac2b5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;IRL::hydro_reservoir&#x27;, &#x27;GBR::wind_onshore_competing&#x27;, &#x27;GBR::hydrogen&#x27;,\n",
       "       &#x27;GBR::wind_onshore_monopoly&#x27;, &#x27;IRL::hydrogen&#x27;, &#x27;GBR::roof_mounted_pv&#x27;,\n",
       "       &#x27;IRL::pumped_hydro&#x27;, &#x27;IRL::open_field_pv&#x27;, &#x27;IRL::battery&#x27;,\n",
       "       &#x27;GBR::battery&#x27;, &#x27;GBR::ac_transmission:IRL&#x27;, &#x27;GBR::hydro_run_of_river&#x27;,\n",
       "       &#x27;GBR::pumped_hydro&#x27;, &#x27;IRL::wind_onshore_competing&#x27;,\n",
       "       &#x27;IRL::wind_onshore_monopoly&#x27;, &#x27;IRL::ac_transmission:GBR&#x27;,\n",
       "       &#x27;IRL::demand_elec&#x27;, &#x27;IRL::roof_mounted_pv&#x27;, &#x27;IRL::hydro_run_of_river&#x27;,\n",
       "       &#x27;IRL::biofuel&#x27;, &#x27;GBR::wind_offshore&#x27;, &#x27;IRL::wind_offshore&#x27;,\n",
       "       &#x27;GBR::hydro_reservoir&#x27;, &#x27;GBR::open_field_pv&#x27;, &#x27;GBR::biofuel&#x27;,\n",
       "       &#x27;GBR::demand_elec&#x27;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>loc_techs_area</span></div><div class='xr-var-dims'>(loc_techs_area)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;IRL::wind_onshore_competing&#x27; .....</div><input id='attrs-8334d55a-66a6-4d18-81ee-2967c1fe34f4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8334d55a-66a6-4d18-81ee-2967c1fe34f4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9641e191-e34c-4d43-8081-6d98b82a05b4' class='xr-var-data-in' type='checkbox'><label for='data-9641e191-e34c-4d43-8081-6d98b82a05b4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;IRL::wind_onshore_competing&#x27;, &#x27;GBR::wind_onshore_competing&#x27;,\n",
       "       &#x27;IRL::open_field_pv&#x27;, &#x27;GBR::open_field_pv&#x27;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>timesteps</span></div><div class='xr-var-dims'>(timesteps)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2016-01-01 ... 2016-12-31T21:00:00</div><input id='attrs-b5f0dc2d-8690-4164-94db-38686e7915e5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b5f0dc2d-8690-4164-94db-38686e7915e5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-49004843-4e28-4146-b6cf-8e72aa9adacb' class='xr-var-data-in' type='checkbox'><label for='data-49004843-4e28-4146-b6cf-8e72aa9adacb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2016-01-01T00:00:00.000000000&#x27;, &#x27;2016-01-01T03:00:00.000000000&#x27;,\n",
       "       &#x27;2016-01-01T06:00:00.000000000&#x27;, ..., &#x27;2016-12-31T15:00:00.000000000&#x27;,\n",
       "       &#x27;2016-12-31T18:00:00.000000000&#x27;, &#x27;2016-12-31T21:00:00.000000000&#x27;],\n",
       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>carriers</span></div><div class='xr-var-dims'>(carriers)</div><div class='xr-var-dtype'>&lt;U11</div><div class='xr-var-preview xr-preview'>&#x27;electricity&#x27;</div><input id='attrs-1ad163c4-348a-4331-b2bb-029a6327c80c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1ad163c4-348a-4331-b2bb-029a6327c80c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f60b7e1f-2db8-4c2a-842b-37a127610005' class='xr-var-data-in' type='checkbox'><label for='data-f60b7e1f-2db8-4c2a-842b-37a127610005' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;electricity&#x27;], dtype=&#x27;&lt;U11&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b8847737-9aed-45f4-91a0-e75867bb918f' class='xr-section-summary-in' type='checkbox'  ><label for='section-b8847737-9aed-45f4-91a0-e75867bb918f' class='xr-section-summary' >Data variables: <span>(19)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>energy_cap</span></div><div class='xr-var-dims'>(loc_techs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1e-05 0.3874 ... 0.1191 0.5569</div><input id='attrs-0c07db48-c06b-45d2-a8de-f5e072d97c78' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0c07db48-c06b-45d2-a8de-f5e072d97c78' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d2cea522-22c4-4647-b7af-e862eb03d53e' class='xr-var-data-in' type='checkbox'><label for='data-d2cea522-22c4-4647-b7af-e862eb03d53e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>is_result :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([1.00000000e-05, 3.87399340e-01, 1.92393407e-01, 3.94513173e-01,\n",
       "       3.87022144e-02, 0.00000000e+00, 2.92000000e-03, 0.00000000e+00,\n",
       "       1.04918977e-02, 8.56486260e-02, 6.22861512e-02, 8.48475000e-03,\n",
       "       2.90500000e-02, 8.89944774e-02, 8.68878747e-02, 6.22861512e-02,\n",
       "       4.45266667e-02, 0.00000000e+00, 2.16000000e-03, 0.00000000e+00,\n",
       "       0.00000000e+00, 0.00000000e+00, 5.24000000e-03, 4.58236840e-01,\n",
       "       1.19065265e-01, 5.56920000e-01])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>carrier_prod</span></div><div class='xr-var-dims'>(loc_tech_carriers_prod, timesteps)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 ... 0.1568 0.1388</div><input id='attrs-be0ddfee-7a31-454e-aaf3-07ec2d0fe983' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-be0ddfee-7a31-454e-aaf3-07ec2d0fe983' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-508cf9a4-6904-4d25-b7a4-355ca4d7543d' class='xr-var-data-in' type='checkbox'><label for='data-508cf9a4-6904-4d25-b7a4-355ca4d7543d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>is_result :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([[0.        , 0.        , 0.        , ..., 0.08107306, 0.05237221,\n",
       "        0.        ],\n",
       "       [0.        , 0.        , 0.        , ..., 0.        , 0.        ,\n",
       "        0.        ],\n",
       "       [0.        , 0.        , 0.        , ..., 0.        , 0.        ,\n",
       "        0.        ],\n",
       "       ...,\n",
       "       [0.        , 0.        , 0.        , ..., 0.        , 0.        ,\n",
       "        0.        ],\n",
       "       [0.        , 0.        , 0.        , ..., 0.01663977, 0.00650759,\n",
       "        0.        ],\n",
       "       [0.13254526, 0.06849   , 0.06762   , ..., 0.16937137, 0.15678634,\n",
       "        0.13881263]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>carrier_con</span></div><div class='xr-var-dims'>(loc_tech_carriers_con, timesteps)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-0.0 -0.0 -0.0 ... 0.0 -0.00286 0.0</div><input id='attrs-71348d9f-1181-4cfc-b9f5-7386499d546a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-71348d9f-1181-4cfc-b9f5-7386499d546a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-633c07b6-ecd5-441f-b4ee-308b734af0a9' class='xr-var-data-in' type='checkbox'><label for='data-633c07b6-ecd5-441f-b4ee-308b734af0a9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>is_result :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([[-0.        , -0.        , -0.        , ..., -0.        ,\n",
       "        -0.        , -0.        ],\n",
       "       [ 0.        ,  0.        ,  0.        , ...,  0.        ,\n",
       "         0.        ,  0.        ],\n",
       "       [-1.00877   , -0.84517   , -0.89083   , ..., -1.35106   ,\n",
       "        -1.27463   , -1.02378   ],\n",
       "       ...,\n",
       "       [-0.08239   , -0.06849   , -0.06762   , ..., -0.10345   ,\n",
       "        -0.1071    , -0.09066   ],\n",
       "       [-0.05015526,  0.        ,  0.        , ...,  0.        ,\n",
       "         0.        , -0.04815263],\n",
       "       [ 0.        ,  0.        ,  0.        , ...,  0.        ,\n",
       "        -0.00286043,  0.        ]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cost</span></div><div class='xr-var-dims'>(costs, loc_techs_cost)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.07688 0.8567 ... 1.028 1.015</div><input id='attrs-d3900261-1708-4d41-9019-c18cba872b85' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d3900261-1708-4d41-9019-c18cba872b85' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e9740b22-1dbb-4dba-82a7-67d4a37b7f92' class='xr-var-data-in' type='checkbox'><label for='data-e9740b22-1dbb-4dba-82a7-67d4a37b7f92' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>is_result :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([[7.68755238e-02, 8.56661807e-01, 5.10723186e+00, 1.94592668e-01,\n",
       "        5.06954236e-01, 5.23747161e+00, 2.50236408e+00, 3.95612269e-01,\n",
       "        0.00000000e+00, 0.00000000e+00, 4.51844066e+00, 4.61556393e+00,\n",
       "        7.68755238e-02, 1.14058223e-01, 0.00000000e+00, 3.67404309e-04,\n",
       "        1.28563723e-01, 9.94933690e-01, 0.00000000e+00, 3.48411206e-02,\n",
       "        0.00000000e+00, 0.00000000e+00, 1.02799267e+00, 1.01477059e+00]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>resource_area</span></div><div class='xr-var-dims'>(loc_techs_area)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.1112 0.4842 0.0 0.05728</div><input id='attrs-6f9c34b2-7852-4128-bc30-627829bb922d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6f9c34b2-7852-4128-bc30-627829bb922d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-664f1ee6-ac3f-4434-8a8e-8af8fada2a7f' class='xr-var-data-in' type='checkbox'><label for='data-664f1ee6-ac3f-4434-8a8e-8af8fada2a7f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>is_result :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([0.1112431 , 0.48424918, 0.        , 0.05727961])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>storage_cap</span></div><div class='xr-var-dims'>(loc_techs_store)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.503 208.2 4.72 ... 2.338 0.018</div><input id='attrs-b77d20f8-96f5-43da-9891-195f87725d26' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b77d20f8-96f5-43da-9891-195f87725d26' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f7a6438d-70c4-44d1-b222-30de4ffd2350' class='xr-var-data-in' type='checkbox'><label for='data-f7a6438d-70c4-44d1-b222-30de4ffd2350' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>is_result :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([5.03006979e-01, 2.08187500e+02, 4.71994420e+00, 1.44406408e+01,\n",
       "       2.67000000e-01, 6.78867529e-02, 3.20625000e+01, 9.00752709e-03,\n",
       "       2.33818570e+00, 1.80000000e-02])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>storage</span></div><div class='xr-var-dims'>(loc_techs_store, timesteps)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.1866 0.1866 ... 0.01026 0.01026</div><input id='attrs-f4557d4a-e7b6-41a9-a313-299e64c24bda' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f4557d4a-e7b6-41a9-a313-299e64c24bda' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f0771f98-cf78-4b47-ae58-eba89275bacd' class='xr-var-data-in' type='checkbox'><label for='data-f0771f98-cf78-4b47-ae58-eba89275bacd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>is_result :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([[1.86631145e-01, 1.86631145e-01, 1.86631145e-01, ...,\n",
       "        1.86631145e-01, 1.86631145e-01, 1.86631145e-01],\n",
       "       [1.77557640e+02, 1.77700234e+02, 1.77700234e+02, ...,\n",
       "        1.77272452e+02, 1.77415046e+02, 1.77415046e+02],\n",
       "       [5.86628225e-01, 6.11545259e-01, 6.36351829e-01, ...,\n",
       "        5.48489950e-01, 5.55172673e-01, 5.61610882e-01],\n",
       "       ...,\n",
       "       [6.43740495e-04, 6.80289865e-04, 7.17200930e-04, ...,\n",
       "        5.92929310e-04, 5.99283999e-04, 6.07292472e-04],\n",
       "       [1.55397716e+00, 1.55397716e+00, 1.55397716e+00, ...,\n",
       "        1.49179742e+00, 1.49179742e+00, 1.52225396e+00],\n",
       "       [1.02631680e-02, 1.02631680e-02, 1.02631680e-02, ...,\n",
       "        7.73683200e-03, 1.02631680e-02, 1.02631680e-02]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>resource_con</span></div><div class='xr-var-dims'>(loc_techs_supply_plus, timesteps)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.1426 0.1426 ... 8.008e-06</div><input id='attrs-54c8b0d8-17b7-4cf1-a035-b432cf4855b7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-54c8b0d8-17b7-4cf1-a035-b432cf4855b7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8c9592a7-b581-4af4-b965-8b0460459d28' class='xr-var-data-in' type='checkbox'><label for='data-8c9592a7-b581-4af4-b965-8b0460459d28' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>is_result :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([[1.42594178e-01, 1.42594178e-01, 0.00000000e+00, ...,\n",
       "        0.00000000e+00, 1.42594178e-01, 0.00000000e+00],\n",
       "       [2.50173429e-02, 2.49170343e-02, 2.48065696e-02, ...,\n",
       "        8.09536630e-03, 6.68272281e-03, 6.43820906e-03],\n",
       "       [0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "        0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n",
       "       [3.64480234e-05, 3.65493700e-05, 3.69110642e-05, ...,\n",
       "        6.70844150e-06, 6.35468903e-06, 8.00847325e-06]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>resource_cap</span></div><div class='xr-var-dims'>(loc_techs_supply_plus)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.04753 0.008521 0.0 1.72e-05</div><input id='attrs-670533f7-dcb8-4aef-ac29-1d678b091e67' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-670533f7-dcb8-4aef-ac29-1d678b091e67' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a9463a5b-8e4c-4511-94d4-b17de06d0f63' class='xr-var-data-in' type='checkbox'><label for='data-a9463a5b-8e4c-4511-94d4-b17de06d0f63' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>is_result :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([4.75313927e-02, 8.52122331e-03, 0.00000000e+00, 1.72001926e-05])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cost_var</span></div><div class='xr-var-dims'>(costs, loc_techs_om_cost, timesteps)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 ... 1.568e-05 1.388e-05</div><input id='attrs-6ee85b0d-e9b7-4400-a494-39d6355a0633' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6ee85b0d-e9b7-4400-a494-39d6355a0633' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0712d86f-3583-4766-810f-bfdff9d82d80' class='xr-var-data-in' type='checkbox'><label for='data-0712d86f-3583-4766-810f-bfdff9d82d80' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>is_result :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([[[0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "         0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n",
       "        [0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "         0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n",
       "        [9.24408122e-04, 9.24408122e-04, 0.00000000e+00, ...,\n",
       "         0.00000000e+00, 9.24408122e-04, 0.00000000e+00],\n",
       "        ...,\n",
       "        [0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "         0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n",
       "        [0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "         1.66397717e-06, 6.50758998e-07, 0.00000000e+00],\n",
       "        [1.32545257e-05, 6.84900000e-06, 6.76200000e-06, ...,\n",
       "         1.69371372e-05, 1.56786338e-05, 1.38812627e-05]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cost_investment</span></div><div class='xr-var-dims'>(costs, loc_techs_investment_cost)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.07688 0.8541 ... 1.008 0.9846</div><input id='attrs-0f97fb2a-537d-490c-bd71-e76776d7dcfe' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0f97fb2a-537d-490c-bd71-e76776d7dcfe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-72ff2df9-7a17-4928-991e-60bb395255be' class='xr-var-data-in' type='checkbox'><label for='data-72ff2df9-7a17-4928-991e-60bb395255be' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>is_result :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([[7.68755238e-02, 8.54086369e-01, 3.77864086e+00, 1.84297646e-01,\n",
       "        4.97661411e-01, 5.23747161e+00, 2.45627779e+00, 3.93753487e-01,\n",
       "        0.00000000e+00, 0.00000000e+00, 4.38999874e+00, 4.47061249e+00,\n",
       "        7.68755238e-02, 1.13811596e-01, 0.00000000e+00, 3.51713065e-04,\n",
       "        1.26691847e-01, 9.94933690e-01, 0.00000000e+00, 3.47179616e-02,\n",
       "        0.00000000e+00, 0.00000000e+00, 1.00848299e+00, 9.84611023e-01]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cost_investment_rhs</span></div><div class='xr-var-dims'>(costs, loc_techs_cost_investment_constraint)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.07688 0.8541 ... 1.008 0.9846</div><input id='attrs-0aee7486-2845-4842-af48-ee9c257ddf24' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0aee7486-2845-4842-af48-ee9c257ddf24' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-364a42cc-7f42-4cd5-8c29-ad9fb929cd57' class='xr-var-data-in' type='checkbox'><label for='data-364a42cc-7f42-4cd5-8c29-ad9fb929cd57' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>is_result :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([[7.68755238e-02, 8.54086369e-01, 3.77864086e+00, 1.84297646e-01,\n",
       "        4.97661411e-01, 5.23747161e+00, 2.45627779e+00, 3.93753487e-01,\n",
       "        0.00000000e+00, 0.00000000e+00, 4.38999874e+00, 4.47061249e+00,\n",
       "        7.68755238e-02, 1.13811596e-01, 0.00000000e+00, 3.51713065e-04,\n",
       "        1.26691847e-01, 9.94933690e-01, 0.00000000e+00, 3.47179616e-02,\n",
       "        0.00000000e+00, 0.00000000e+00, 1.00848299e+00, 9.84611023e-01]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cost_var_rhs</span></div><div class='xr-var-dims'>(costs, loc_techs_om_cost, timesteps)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 ... 1.568e-05 1.388e-05</div><input id='attrs-5b4fed14-c140-4e39-9fce-3bc7b270306c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5b4fed14-c140-4e39-9fce-3bc7b270306c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-48c8615b-e6bb-453d-9a02-9527d58b75d5' class='xr-var-data-in' type='checkbox'><label for='data-48c8615b-e6bb-453d-9a02-9527d58b75d5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>is_result :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([[[0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "         0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n",
       "        [0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "         0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n",
       "        [9.24408122e-04, 9.24408122e-04, 0.00000000e+00, ...,\n",
       "         0.00000000e+00, 9.24408122e-04, 0.00000000e+00],\n",
       "        ...,\n",
       "        [0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "         0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n",
       "        [0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "         1.66397717e-06, 6.50758998e-07, 0.00000000e+00],\n",
       "        [1.32545257e-05, 6.84900000e-06, 6.76200000e-06, ...,\n",
       "         1.69371372e-05, 1.56786338e-05, 1.38812627e-05]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>system_balance</span></div><div class='xr-var-dims'>(loc_carriers_system_balance_constraint, timesteps)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-c1acbbb7-388e-4e10-a7b1-0e8439facfd3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c1acbbb7-388e-4e10-a7b1-0e8439facfd3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bd655870-2519-4889-a47d-1ea196124a5a' class='xr-var-data-in' type='checkbox'><label for='data-bd655870-2519-4889-a47d-1ea196124a5a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>is_result :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>required_resource</span></div><div class='xr-var-dims'>(loc_techs_balance_demand_constraint, timesteps)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-1.009 -0.8452 ... -0.1071 -0.09066</div><input id='attrs-b3b3e557-bb07-4ca9-8f86-28cacc8fa76c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b3b3e557-bb07-4ca9-8f86-28cacc8fa76c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b4cd95ba-1936-425d-98e0-75b68b42b703' class='xr-var-data-in' type='checkbox'><label for='data-b4cd95ba-1936-425d-98e0-75b68b42b703' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>is_result :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([[-1.00877, -0.84517, -0.89083, ..., -1.35106, -1.27463, -1.02378],\n",
       "       [-0.08239, -0.06849, -0.06762, ..., -0.10345, -0.1071 , -0.09066]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>capacity_factor</span></div><div class='xr-var-dims'>(timesteps, loc_tech_carriers_prod)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 1.598</div><input id='attrs-1ab41654-c2c2-4f24-a44d-a796f629248c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1ab41654-c2c2-4f24-a44d-a796f629248c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b2bbe8a4-4ee8-4138-bd30-2067febc8478' class='xr-var-data-in' type='checkbox'><label for='data-b2bbe8a4-4ee8-4138-bd30-2067febc8478' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>is_result :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([[0.        , 0.        , 0.        , ..., 0.        , 0.        ,\n",
       "        1.52547473],\n",
       "       [0.        , 0.        , 0.        , ..., 0.        , 0.        ,\n",
       "        0.78825728],\n",
       "       [0.        , 0.        , 0.        , ..., 0.        , 0.        ,\n",
       "        0.77824438],\n",
       "       ...,\n",
       "       [1.3016226 , 0.        , 0.        , ..., 0.        , 0.18697533,\n",
       "        1.94930964],\n",
       "       [0.84083236, 0.        , 0.        , ..., 0.        , 0.07312353,\n",
       "        1.80446741],\n",
       "       [0.        , 0.        , 0.        , ..., 0.        , 0.        ,\n",
       "        1.59760642]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>systemwide_capacity_factor</span></div><div class='xr-var-dims'>(carriers, techs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan 0.007158 ... 0.3536 0.4141</div><input id='attrs-aeeb9c2f-f7ab-420a-aae9-0967ca8c71a1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-aeeb9c2f-f7ab-420a-aae9-0967ca8c71a1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2075815b-3988-4bb5-b99f-9c29e20eb071' class='xr-var-data-in' type='checkbox'><label for='data-2075815b-3988-4bb5-b99f-9c29e20eb071' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>is_result :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([[       nan, 0.00715797, 0.32967064, 0.08840492, 0.19595301,\n",
       "               nan,        nan, 0.44716424, 0.23880825, 0.0985171 ,\n",
       "               nan, 0.11449577, 0.06919196,        nan,        nan,\n",
       "        0.35355846, 0.41410842]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>systemwide_levelised_cost</span></div><div class='xr-var-dims'>(carriers, costs, techs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan 0.01963 ... 0.003749 0.003215</div><input id='attrs-c577cacc-b013-44fe-bf98-570e5659f9b2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c577cacc-b013-44fe-bf98-570e5659f9b2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e4c114a8-6ad4-49be-b7e2-aa6b3c5d944e' class='xr-var-data-in' type='checkbox'><label for='data-e4c114a8-6ad4-49be-b7e2-aa6b3c5d944e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>is_result :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([[[       nan, 0.01962972, 0.00042621, 0.01300226, 0.02492047,\n",
       "                nan,        nan, 0.00945425, 0.02846104, 0.03116449,\n",
       "                nan, 0.00542974, 0.02215315,        nan,        nan,\n",
       "         0.00374882, 0.00321529]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>total_levelised_cost</span></div><div class='xr-var-dims'>(carriers, costs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.006956</div><input id='attrs-d729f985-41e8-49e9-b99b-7cbb7556e5a8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d729f985-41e8-49e9-b99b-7cbb7556e5a8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a814503f-0814-4ca4-8787-c0c7611d5ae1' class='xr-var-data-in' type='checkbox'><label for='data-a814503f-0814-4ca4-8787-c0c7611d5ae1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>is_result :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([[0.00695647]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8e455279-d480-4a93-b59c-260ee78aec51' class='xr-section-summary-in' type='checkbox'  ><label for='section-8e455279-d480-4a93-b59c-260ee78aec51' class='xr-section-summary' >Attributes: <span>(11)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>termination_condition :</span></dt><dd>optimal</dd><dt><span>objective_function_value :</span></dt><dd>27.404171592860816</dd><dt><span>solution_time :</span></dt><dd>205.776291</dd><dt><span>time_finished :</span></dt><dd>2021-06-22 16:05:22</dd><dt><span>calliope_version :</span></dt><dd>0.6.7-dev</dd><dt><span>applied_overrides :</span></dt><dd>freeze-hydro-capacities</dd><dt><span>scenario :</span></dt><dd>freeze-hydro-capacities</dd><dt><span>defaults :</span></dt><dd>available_area: null\n",
       "carrier_ratios: false\n",
       "charge_rate: false\n",
       "coordinates: {}\n",
       "cost_energy_cap: 0\n",
       "cost_energy_cap_per_distance: 0\n",
       "cost_export: 0\n",
       "cost_interest_rate: 0\n",
       "cost_om_annual: 0\n",
       "cost_om_annual_investment_fraction: 0\n",
       "cost_om_con: 0\n",
       "cost_om_prod: 0\n",
       "cost_purchase: 0\n",
       "cost_resource_area: 0\n",
       "cost_resource_cap: 0\n",
       "cost_storage_cap: 0\n",
       "energy_cap_equals: false\n",
       "energy_cap_equals_systemwide: false\n",
       "energy_cap_max: .inf\n",
       "energy_cap_max_systemwide: .inf\n",
       "energy_cap_min: 0\n",
       "energy_cap_min_use: false\n",
       "energy_cap_per_storage_cap_equals: false\n",
       "energy_cap_per_storage_cap_max: false\n",
       "energy_cap_per_storage_cap_min: false\n",
       "energy_cap_per_unit: false\n",
       "energy_cap_scale: 1.0\n",
       "energy_con: false\n",
       "energy_eff: 1.0\n",
       "energy_eff_per_distance: 1.0\n",
       "energy_prod: false\n",
       "energy_ramping: false\n",
       "exists: true\n",
       "export_cap: .inf\n",
       "export_carrier: null\n",
       "force_asynchronous_prod_con: false\n",
       "force_resource: false\n",
       "group_carrier_con_equals: null\n",
       "group_carrier_con_max: null\n",
       "group_carrier_con_min: null\n",
       "group_carrier_prod_equals: null\n",
       "group_carrier_prod_max: null\n",
       "group_carrier_prod_min: null\n",
       "group_carrier_prod_share_equals: null\n",
       "group_carrier_prod_share_max: .inf\n",
       "group_carrier_prod_share_min: 0\n",
       "group_carrier_prod_share_per_timestep_equals: null\n",
       "group_carrier_prod_share_per_timestep_max: .inf\n",
       "group_carrier_prod_share_per_timestep_min: 0\n",
       "group_cost_equals: null\n",
       "group_cost_investment_equals: null\n",
       "group_cost_investment_max: null\n",
       "group_cost_investment_min: null\n",
       "group_cost_max: null\n",
       "group_cost_min: null\n",
       "group_cost_var_equals: null\n",
       "group_cost_var_max: null\n",
       "group_cost_var_min: null\n",
       "group_demand_share_equals: null\n",
       "group_demand_share_max: .inf\n",
       "group_demand_share_min: 0\n",
       "group_demand_share_per_timestep_decision: null\n",
       "group_demand_share_per_timestep_equals: null\n",
       "group_demand_share_per_timestep_max: .inf\n",
       "group_demand_share_per_timestep_min: 0\n",
       "group_energy_cap_equals: false\n",
       "group_energy_cap_max: .inf\n",
       "group_energy_cap_min: 0\n",
       "group_energy_cap_share_equals: false\n",
       "group_energy_cap_share_max: .inf\n",
       "group_energy_cap_share_min: 0\n",
       "group_net_import_share_equals: null\n",
       "group_net_import_share_max: null\n",
       "group_net_import_share_min: null\n",
       "group_resource_area_equals: false\n",
       "group_resource_area_max: .inf\n",
       "group_resource_area_min: 0\n",
       "lifetime: null\n",
       "one_way: false\n",
       "parasitic_eff: 1.0\n",
       "resource: 0\n",
       "resource_area_equals: false\n",
       "resource_area_max: .inf\n",
       "resource_area_min: 0\n",
       "resource_area_per_energy_cap: false\n",
       "resource_cap_equals: false\n",
       "resource_cap_equals_energy_cap: false\n",
       "resource_cap_max: .inf\n",
       "resource_cap_min: 0\n",
       "resource_eff: 1.0\n",
       "resource_min_use: false\n",
       "resource_scale: 1.0\n",
       "resource_unit: energy\n",
       "storage_cap_equals: false\n",
       "storage_cap_max: .inf\n",
       "storage_cap_min: 0\n",
       "storage_cap_per_unit: false\n",
       "storage_discharge_depth: 0\n",
       "storage_initial: 0\n",
       "storage_loss: 0\n",
       "techs: None\n",
       "transmission_node: false\n",
       "units_equals: false\n",
       "units_equals_systemwide: false\n",
       "units_max: false\n",
       "units_max_systemwide: .inf\n",
       "units_min: false\n",
       "</dd><dt><span>allow_operate_mode :</span></dt><dd>1</dd><dt><span>model_config :</span></dt><dd>calliope_version: 0.6.7\n",
       "name: Example model\n",
       "subset_time: 2016\n",
       "time:\n",
       "  function: resample\n",
       "  function_options:\n",
       "    resolution: 3H\n",
       "timeseries_data_path: /home/users/swr03djb/djbsmall_euro-calliope-uk_irl/national/.\n",
       "timeseries_dateformat: &#x27;%Y-%m-%d %H:%M:%S&#x27;\n",
       "</dd><dt><span>run_config :</span></dt><dd>backend: pyomo\n",
       "bigM: 1000000000.0\n",
       "cyclic_storage: true\n",
       "ensure_feasibility: false\n",
       "mode: plan\n",
       "objective_options:\n",
       "  cost_class:\n",
       "    monetary: 1\n",
       "  sense: minimize\n",
       "objective: minmax_cost_optimization\n",
       "operation:\n",
       "  window:\n",
       "  horizon:\n",
       "  use_cap_results: false\n",
       "spores_options:\n",
       "  spores_number: 3\n",
       "  slack: 0.1\n",
       "  score_cost_class: spores_score\n",
       "  objective_cost_class:\n",
       "    spores_score: 1\n",
       "    monetary: 0\n",
       "  slack_cost_group:\n",
       "  save_per_spore: false\n",
       "  save_per_spore_path:\n",
       "  skip_cost_op: false\n",
       "solver_io: python\n",
       "solver: gurobi\n",
       "zero_threshold: 1e-10\n",
       "</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:                                 (carriers: 1, costs: 1, loc_carriers_system_balance_constraint: 2, loc_tech_carriers_con: 10, loc_tech_carriers_prod: 24, loc_techs: 26, loc_techs_area: 4, loc_techs_balance_demand_constraint: 2, loc_techs_cost: 24, loc_techs_cost_investment_constraint: 24, loc_techs_investment_cost: 24, loc_techs_om_cost: 24, loc_techs_store: 10, loc_techs_supply_plus: 4, techs: 17, timesteps: 2928)\n",
       "Coordinates: (12/16)\n",
       "  * loc_carriers_system_balance_constraint  (loc_carriers_system_balance_constraint) object ...\n",
       "  * loc_tech_carriers_con                   (loc_tech_carriers_con) object 'G...\n",
       "  * loc_tech_carriers_prod                  (loc_tech_carriers_prod) object '...\n",
       "  * loc_techs_balance_demand_constraint     (loc_techs_balance_demand_constraint) object ...\n",
       "  * loc_techs_cost                          (loc_techs_cost) object 'GBR::ac_...\n",
       "  * loc_techs_cost_investment_constraint    (loc_techs_cost_investment_constraint) object ...\n",
       "    ...                                      ...\n",
       "  * techs                                   (techs) object 'ac_transmission' ...\n",
       "  * costs                                   (costs) object 'monetary'\n",
       "  * loc_techs                               (loc_techs) object 'IRL::hydro_re...\n",
       "  * loc_techs_area                          (loc_techs_area) object 'IRL::win...\n",
       "  * timesteps                               (timesteps) datetime64[ns] 2016-0...\n",
       "  * carriers                                (carriers) <U11 'electricity'\n",
       "Data variables: (12/19)\n",
       "    energy_cap                              (loc_techs) float64 1e-05 ... 0.5569\n",
       "    carrier_prod                            (loc_tech_carriers_prod, timesteps) float64 ...\n",
       "    carrier_con                             (loc_tech_carriers_con, timesteps) float64 ...\n",
       "    cost                                    (costs, loc_techs_cost) float64 0...\n",
       "    resource_area                           (loc_techs_area) float64 0.1112 ....\n",
       "    storage_cap                             (loc_techs_store) float64 0.503 ....\n",
       "    ...                                      ...\n",
       "    system_balance                          (loc_carriers_system_balance_constraint, timesteps) float64 ...\n",
       "    required_resource                       (loc_techs_balance_demand_constraint, timesteps) float64 ...\n",
       "    capacity_factor                         (timesteps, loc_tech_carriers_prod) float64 ...\n",
       "    systemwide_capacity_factor              (carriers, techs) float64 nan ......\n",
       "    systemwide_levelised_cost               (carriers, costs, techs) float64 ...\n",
       "    total_levelised_cost                    (carriers, costs) float64 0.006956\n",
       "Attributes:\n",
       "    termination_condition:     optimal\n",
       "    objective_function_value:  27.404171592860816\n",
       "    solution_time:             205.776291\n",
       "    time_finished:             2021-06-22 16:05:22\n",
       "    calliope_version:          0.6.7-dev\n",
       "    applied_overrides:         freeze-hydro-capacities\n",
       "    scenario:                  freeze-hydro-capacities\n",
       "    defaults:                  available_area: null\\ncarrier_ratios: false\\nc...\n",
       "    allow_operate_mode:        1\n",
       "    model_config:              calliope_version: 0.6.7\\nname: Example model\\n...\n",
       "    run_config:                backend: pyomo\\nbigM: 1000000000.0\\ncyclic_sto..."
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Results are in an xarray dataset `model.results`\n",
    "model.results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "locs  techs                 \n",
       "GBR   ac_transmission:IRL       0.062286\n",
       "      battery                   0.085649\n",
       "      biofuel                   0.119065\n",
       "      demand_elec               0.556920\n",
       "      hydro_reservoir           0.005240\n",
       "      hydro_run_of_river        0.008485\n",
       "      hydrogen                  0.192393\n",
       "      open_field_pv             0.458237\n",
       "      pumped_hydro              0.029050\n",
       "      roof_mounted_pv           0.000000\n",
       "      wind_offshore             0.000000\n",
       "      wind_onshore_competing    0.387399\n",
       "      wind_onshore_monopoly     0.394513\n",
       "IRL   ac_transmission:GBR       0.062286\n",
       "      battery                   0.010492\n",
       "      biofuel                   0.000000\n",
       "      demand_elec               0.044527\n",
       "      hydro_reservoir           0.000010\n",
       "      hydro_run_of_river        0.002160\n",
       "      hydrogen                  0.038702\n",
       "      open_field_pv             0.000000\n",
       "      pumped_hydro              0.002920\n",
       "      roof_mounted_pv           0.000000\n",
       "      wind_offshore             0.000000\n",
       "      wind_onshore_competing    0.088994\n",
       "      wind_onshore_monopoly     0.086888\n",
       "Name: energy_cap, dtype: float64"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Energy capacities, units = 100 GW\n",
    "energy_capacities = model.get_formatted_array(\"energy_cap\").to_series().dropna()\n",
    "energy_capacities"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "carriers     locs  techs                  timesteps          \n",
       "electricity  GBR   ac_transmission:IRL    2016-01-01 00:00:00    0.000000\n",
       "                                          2016-01-01 03:00:00    0.000000\n",
       "                                          2016-01-01 06:00:00    0.000000\n",
       "                                          2016-01-01 09:00:00    0.000000\n",
       "                                          2016-01-01 12:00:00    0.000000\n",
       "                                                                   ...   \n",
       "             IRL   wind_onshore_monopoly  2016-12-31 09:00:00    0.160951\n",
       "                                          2016-12-31 12:00:00    0.161724\n",
       "                                          2016-12-31 15:00:00    0.169371\n",
       "                                          2016-12-31 18:00:00    0.156786\n",
       "                                          2016-12-31 21:00:00    0.138813\n",
       "Name: carrier_prod, Length: 70272, dtype: float64"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Energy production, units = 100 GWh (summed over three hours)\n",
    "energy_production = model.get_formatted_array(\"carrier_prod\").to_series().dropna()\n",
    "energy_production"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "locs                      GBR       IRL\n",
      "timesteps                              \n",
      "2016-01-01 00:00:00  1.175503  0.132545\n",
      "2016-01-01 03:00:00  0.847044  0.068490\n",
      "2016-01-01 06:00:00  0.890830  0.067620\n",
      "2016-01-01 09:00:00  1.134820  0.207540\n",
      "2016-01-01 12:00:00  1.552917  0.098770\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Weekly onshore+offshore wind energy production (100 GW)')"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Wind production\n",
    "wind = (\n",
    "    energy_production[energy_production.index.get_level_values(\"techs\").str.find(\"wind\") > -1]\n",
    "    .sum(level=[\"locs\", \"timesteps\"])\n",
    "    .unstack(\"locs\")\n",
    ")\n",
    "print(wind.head())\n",
    "wind_7D_sum = wind.resample(\"7D\").sum()\n",
    "ax = wind_7D_sum.plot()\n",
    "ax.set_ylabel(\"Weekly onshore+offshore wind energy production (100 GW)\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "locs                 GBR  IRL\n",
      "timesteps                    \n",
      "2016-01-01 00:00:00  0.0  0.0\n",
      "2016-01-01 03:00:00  0.0  0.0\n",
      "2016-01-01 06:00:00  0.0  0.0\n",
      "2016-01-01 09:00:00  0.0  0.0\n",
      "2016-01-01 12:00:00  0.0  0.0\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Weekly PV energy production (100 GW)')"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# PV production\n",
    "pv = (\n",
    "    energy_production[energy_production.index.get_level_values(\"techs\").str.find(\"pv\") > -1]\n",
    "    .sum(level=[\"locs\", \"timesteps\"])\n",
    "    .unstack(\"locs\")\n",
    ")\n",
    "print(pv.head())\n",
    "pv_7D_sum = pv.resample(\"7D\").sum()\n",
    "ax = pv_7D_sum.plot()\n",
    "ax.set_ylabel(\"Weekly PV energy production (100 GW)\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;loc_techs&#x27; (loc_techs: 26)&gt;\n",
       "array([&#x27;IRL::hydro_reservoir&#x27;, &#x27;GBR::wind_onshore_competing&#x27;, &#x27;GBR::hydrogen&#x27;,\n",
       "       &#x27;GBR::wind_onshore_monopoly&#x27;, &#x27;IRL::hydrogen&#x27;, &#x27;GBR::roof_mounted_pv&#x27;,\n",
       "       &#x27;IRL::pumped_hydro&#x27;, &#x27;IRL::open_field_pv&#x27;, &#x27;IRL::battery&#x27;,\n",
       "       &#x27;GBR::battery&#x27;, &#x27;GBR::ac_transmission:IRL&#x27;, &#x27;GBR::hydro_run_of_river&#x27;,\n",
       "       &#x27;GBR::pumped_hydro&#x27;, &#x27;IRL::wind_onshore_competing&#x27;,\n",
       "       &#x27;IRL::wind_onshore_monopoly&#x27;, &#x27;IRL::ac_transmission:GBR&#x27;,\n",
       "       &#x27;IRL::demand_elec&#x27;, &#x27;IRL::roof_mounted_pv&#x27;, &#x27;IRL::hydro_run_of_river&#x27;,\n",
       "       &#x27;IRL::biofuel&#x27;, &#x27;GBR::wind_offshore&#x27;, &#x27;IRL::wind_offshore&#x27;,\n",
       "       &#x27;GBR::hydro_reservoir&#x27;, &#x27;GBR::open_field_pv&#x27;, &#x27;GBR::biofuel&#x27;,\n",
       "       &#x27;GBR::demand_elec&#x27;], dtype=object)\n",
       "Coordinates:\n",
       "  * loc_techs  (loc_techs) object &#x27;IRL::hydro_reservoir&#x27; ... &#x27;GBR::demand_elec&#x27;</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'loc_techs'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>loc_techs</span>: 26</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-65d445e4-c7df-4932-b96d-00741dfe0a6d' class='xr-array-in' type='checkbox' checked><label for='section-65d445e4-c7df-4932-b96d-00741dfe0a6d' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>&#x27;IRL::hydro_reservoir&#x27; ... &#x27;GBR::demand_elec&#x27;</span></div><div class='xr-array-data'><pre>array([&#x27;IRL::hydro_reservoir&#x27;, &#x27;GBR::wind_onshore_competing&#x27;, &#x27;GBR::hydrogen&#x27;,\n",
       "       &#x27;GBR::wind_onshore_monopoly&#x27;, &#x27;IRL::hydrogen&#x27;, &#x27;GBR::roof_mounted_pv&#x27;,\n",
       "       &#x27;IRL::pumped_hydro&#x27;, &#x27;IRL::open_field_pv&#x27;, &#x27;IRL::battery&#x27;,\n",
       "       &#x27;GBR::battery&#x27;, &#x27;GBR::ac_transmission:IRL&#x27;, &#x27;GBR::hydro_run_of_river&#x27;,\n",
       "       &#x27;GBR::pumped_hydro&#x27;, &#x27;IRL::wind_onshore_competing&#x27;,\n",
       "       &#x27;IRL::wind_onshore_monopoly&#x27;, &#x27;IRL::ac_transmission:GBR&#x27;,\n",
       "       &#x27;IRL::demand_elec&#x27;, &#x27;IRL::roof_mounted_pv&#x27;, &#x27;IRL::hydro_run_of_river&#x27;,\n",
       "       &#x27;IRL::biofuel&#x27;, &#x27;GBR::wind_offshore&#x27;, &#x27;IRL::wind_offshore&#x27;,\n",
       "       &#x27;GBR::hydro_reservoir&#x27;, &#x27;GBR::open_field_pv&#x27;, &#x27;GBR::biofuel&#x27;,\n",
       "       &#x27;GBR::demand_elec&#x27;], dtype=object)</pre></div></div></li><li class='xr-section-item'><input id='section-6c2cc0eb-1544-4267-a1bd-f870891c9639' class='xr-section-summary-in' type='checkbox'  checked><label for='section-6c2cc0eb-1544-4267-a1bd-f870891c9639' class='xr-section-summary' >Coordinates: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>loc_techs</span></div><div class='xr-var-dims'>(loc_techs)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;IRL::hydro_reservoir&#x27; ... &#x27;GBR:...</div><input id='attrs-82e7a011-b5cb-4ab1-8ae1-71ae7e8ca345' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-82e7a011-b5cb-4ab1-8ae1-71ae7e8ca345' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-78a9997e-79b3-40f0-9446-29b728837258' class='xr-var-data-in' type='checkbox'><label for='data-78a9997e-79b3-40f0-9446-29b728837258' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;IRL::hydro_reservoir&#x27;, &#x27;GBR::wind_onshore_competing&#x27;, &#x27;GBR::hydrogen&#x27;,\n",
       "       &#x27;GBR::wind_onshore_monopoly&#x27;, &#x27;IRL::hydrogen&#x27;, &#x27;GBR::roof_mounted_pv&#x27;,\n",
       "       &#x27;IRL::pumped_hydro&#x27;, &#x27;IRL::open_field_pv&#x27;, &#x27;IRL::battery&#x27;,\n",
       "       &#x27;GBR::battery&#x27;, &#x27;GBR::ac_transmission:IRL&#x27;, &#x27;GBR::hydro_run_of_river&#x27;,\n",
       "       &#x27;GBR::pumped_hydro&#x27;, &#x27;IRL::wind_onshore_competing&#x27;,\n",
       "       &#x27;IRL::wind_onshore_monopoly&#x27;, &#x27;IRL::ac_transmission:GBR&#x27;,\n",
       "       &#x27;IRL::demand_elec&#x27;, &#x27;IRL::roof_mounted_pv&#x27;, &#x27;IRL::hydro_run_of_river&#x27;,\n",
       "       &#x27;IRL::biofuel&#x27;, &#x27;GBR::wind_offshore&#x27;, &#x27;IRL::wind_offshore&#x27;,\n",
       "       &#x27;GBR::hydro_reservoir&#x27;, &#x27;GBR::open_field_pv&#x27;, &#x27;GBR::biofuel&#x27;,\n",
       "       &#x27;GBR::demand_elec&#x27;], dtype=object)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-7c218d6c-cfa0-4121-9055-12e23c4774a8' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-7c218d6c-cfa0-4121-9055-12e23c4774a8' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray 'loc_techs' (loc_techs: 26)>\n",
       "array(['IRL::hydro_reservoir', 'GBR::wind_onshore_competing', 'GBR::hydrogen',\n",
       "       'GBR::wind_onshore_monopoly', 'IRL::hydrogen', 'GBR::roof_mounted_pv',\n",
       "       'IRL::pumped_hydro', 'IRL::open_field_pv', 'IRL::battery',\n",
       "       'GBR::battery', 'GBR::ac_transmission:IRL', 'GBR::hydro_run_of_river',\n",
       "       'GBR::pumped_hydro', 'IRL::wind_onshore_competing',\n",
       "       'IRL::wind_onshore_monopoly', 'IRL::ac_transmission:GBR',\n",
       "       'IRL::demand_elec', 'IRL::roof_mounted_pv', 'IRL::hydro_run_of_river',\n",
       "       'IRL::biofuel', 'GBR::wind_offshore', 'IRL::wind_offshore',\n",
       "       'GBR::hydro_reservoir', 'GBR::open_field_pv', 'GBR::biofuel',\n",
       "       'GBR::demand_elec'], dtype=object)\n",
       "Coordinates:\n",
       "  * loc_techs  (loc_techs) object 'IRL::hydro_reservoir' ... 'GBR::demand_elec'"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.results.energy_cap.loc_techs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;energy_cap&#x27; (locs: 2, techs: 14)&gt;\n",
       "array([[           nan, 6.22861512e-02, 8.56486260e-02, 1.19065265e-01,\n",
       "        5.56920000e-01, 5.24000000e-03, 8.48475000e-03, 1.92393407e-01,\n",
       "        4.58236840e-01, 2.90500000e-02, 0.00000000e+00, 0.00000000e+00,\n",
       "        3.87399340e-01, 3.94513173e-01],\n",
       "       [6.22861512e-02,            nan, 1.04918977e-02, 0.00000000e+00,\n",
       "        4.45266667e-02, 1.00000000e-05, 2.16000000e-03, 3.87022144e-02,\n",
       "        0.00000000e+00, 2.92000000e-03, 0.00000000e+00, 0.00000000e+00,\n",
       "        8.89944774e-02, 8.68878747e-02]])\n",
       "Coordinates:\n",
       "  * locs     (locs) object &#x27;GBR&#x27; &#x27;IRL&#x27;\n",
       "  * techs    (techs) object &#x27;ac_transmission:GBR&#x27; ... &#x27;wind_onshore_monopoly&#x27;\n",
       "Attributes:\n",
       "    is_result:  1</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'energy_cap'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>locs</span>: 2</li><li><span class='xr-has-index'>techs</span>: 14</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-92ce5733-8c57-41ed-8b82-91757d72cb25' class='xr-array-in' type='checkbox' checked><label for='section-92ce5733-8c57-41ed-8b82-91757d72cb25' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>nan 0.06229 0.08565 0.1191 0.5569 ... 0.00292 0.0 0.0 0.08899 0.08689</span></div><div class='xr-array-data'><pre>array([[           nan, 6.22861512e-02, 8.56486260e-02, 1.19065265e-01,\n",
       "        5.56920000e-01, 5.24000000e-03, 8.48475000e-03, 1.92393407e-01,\n",
       "        4.58236840e-01, 2.90500000e-02, 0.00000000e+00, 0.00000000e+00,\n",
       "        3.87399340e-01, 3.94513173e-01],\n",
       "       [6.22861512e-02,            nan, 1.04918977e-02, 0.00000000e+00,\n",
       "        4.45266667e-02, 1.00000000e-05, 2.16000000e-03, 3.87022144e-02,\n",
       "        0.00000000e+00, 2.92000000e-03, 0.00000000e+00, 0.00000000e+00,\n",
       "        8.89944774e-02, 8.68878747e-02]])</pre></div></div></li><li class='xr-section-item'><input id='section-a660d2e2-ede0-4018-8223-3f28333509fb' class='xr-section-summary-in' type='checkbox'  checked><label for='section-a660d2e2-ede0-4018-8223-3f28333509fb' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>locs</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;GBR&#x27; &#x27;IRL&#x27;</div><input id='attrs-edff665e-ed6d-4b72-9f75-414015dfb2dd' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-edff665e-ed6d-4b72-9f75-414015dfb2dd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-221ff796-3366-49b0-a786-e5e45de3b61d' class='xr-var-data-in' type='checkbox'><label for='data-221ff796-3366-49b0-a786-e5e45de3b61d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;GBR&#x27;, &#x27;IRL&#x27;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>techs</span></div><div class='xr-var-dims'>(techs)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;ac_transmission:GBR&#x27; ... &#x27;wind_...</div><input id='attrs-4575eff7-4de5-4208-b720-107e0621d348' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4575eff7-4de5-4208-b720-107e0621d348' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bb5116a5-1e6a-432c-813d-12c189d5edcc' class='xr-var-data-in' type='checkbox'><label for='data-bb5116a5-1e6a-432c-813d-12c189d5edcc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;ac_transmission:GBR&#x27;, &#x27;ac_transmission:IRL&#x27;, &#x27;battery&#x27;, &#x27;biofuel&#x27;,\n",
       "       &#x27;demand_elec&#x27;, &#x27;hydro_reservoir&#x27;, &#x27;hydro_run_of_river&#x27;, &#x27;hydrogen&#x27;,\n",
       "       &#x27;open_field_pv&#x27;, &#x27;pumped_hydro&#x27;, &#x27;roof_mounted_pv&#x27;, &#x27;wind_offshore&#x27;,\n",
       "       &#x27;wind_onshore_competing&#x27;, &#x27;wind_onshore_monopoly&#x27;], dtype=object)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-1d63137b-a556-4afc-b200-9a3481b47a10' class='xr-section-summary-in' type='checkbox'  checked><label for='section-1d63137b-a556-4afc-b200-9a3481b47a10' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>is_result :</span></dt><dd>1</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray 'energy_cap' (locs: 2, techs: 14)>\n",
       "array([[           nan, 6.22861512e-02, 8.56486260e-02, 1.19065265e-01,\n",
       "        5.56920000e-01, 5.24000000e-03, 8.48475000e-03, 1.92393407e-01,\n",
       "        4.58236840e-01, 2.90500000e-02, 0.00000000e+00, 0.00000000e+00,\n",
       "        3.87399340e-01, 3.94513173e-01],\n",
       "       [6.22861512e-02,            nan, 1.04918977e-02, 0.00000000e+00,\n",
       "        4.45266667e-02, 1.00000000e-05, 2.16000000e-03, 3.87022144e-02,\n",
       "        0.00000000e+00, 2.92000000e-03, 0.00000000e+00, 0.00000000e+00,\n",
       "        8.89944774e-02, 8.68878747e-02]])\n",
       "Coordinates:\n",
       "  * locs     (locs) object 'GBR' 'IRL'\n",
       "  * techs    (techs) object 'ac_transmission:GBR' ... 'wind_onshore_monopoly'\n",
       "Attributes:\n",
       "    is_result:  1"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.get_formatted_array(\"energy_cap\")"
   ]
  },
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