Untitled.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "┌ Info: Recompiling stale cache file /Users/jdlara/.julia/compiled/v1.2/PowerSystems/rr6EX.ji for PowerSystems [bcd98974-b02a-5e2f-9ee0-a103f5c450dd]\n",
      "└ @ Base loading.jl:1240\n",
      "┌ Info: Recompiling stale cache file /Users/jdlara/.julia/compiled/v1.2/JuMP/DmXqY.ji for JuMP [4076af6c-e467-56ae-b986-b466b2749572]\n",
      "└ @ Base loading.jl:1240\n",
      "┌ Info: Recompiling stale cache file /Users/jdlara/.julia/compiled/v1.2/PowerSimulations/ixScC.ji for PowerSimulations [e690365d-45e2-57bb-ac84-44ba829e73c4]\n",
      "└ @ Base loading.jl:1240\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "\"/Users/jdlara/Dropbox/Code/CVaR-EconomicDispatch/data\""
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "using Revise\n",
    "using PowerSystems\n",
    "using JuMP\n",
    "using Ipopt\n",
    "using Gurobi\n",
    "#using Plots\n",
    "using PowerSimulations\n",
    "using Logging\n",
    "using TimeSeries\n",
    "using MathOptInterface\n",
    "using LinearAlgebra\n",
    "import PowerModels\n",
    "\n",
    "gl = global_logger()\n",
    "global_logger(ConsoleLogger(gl.stream, LogLevel(Logging.Warn)))\n",
    "\n",
    "ipopt_optimizer = JuMP.with_optimizer(Ipopt.Optimizer, tol=1e-6, print_level=1)\n",
    "Gurobi_optimizer = with_optimizer(Gurobi.Optimizer, OutputFlag = 0, MIPGap = 0.003)\n",
    "\n",
    "const PSI = PowerSimulations\n",
    "const PSY = PowerSystems\n",
    "const PM = PowerModels\n",
    "const MOI = MathOptInterface\n",
    "\n",
    "include(\"src/cvar_network.jl\")\n",
    "include(\"src/cvar_devices.jl\")\n",
    "\n",
    "dates = [\n",
    "\"2018-08-26\"\n",
    " \"2018-09-23\"\n",
    " \"2018-07-01\"\n",
    " \"2018-09-13\"\n",
    " \"2018-08-27\"\n",
    " \"2018-09-17\"\n",
    " \"2018-10-11\"\n",
    " \"2018-10-12\"\n",
    " \"2018-09-11\"\n",
    " \"2018-10-03\"\n",
    "    ]\n",
    "\n",
    "base_dir = \"/Users/jdlara/Dropbox/Code/CVaR-EconomicDispatch/data\"\n",
    "#ed_system = PSY.System(joinpath(base_dir, \"ed-$(dates[1]).json\"))\n",
    "#uc_system = PSY.System(joinpath(base_dir, \"uc-$(dates[1]).json\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Dict{Int64,Stage} with 2 entries:\n",
       "  2 => Stage()…\n",
       "  1 => Stage()…"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Gurobi_optimizer = with_optimizer(Gurobi.Optimizer, OutputFlag = 1, MIPGap = 0.004)\n",
    "## UC Model Ref\n",
    "branches = Dict{Symbol, DeviceModel}()\n",
    "\n",
    "services = Dict{Symbol, PSI.ServiceModel}()\n",
    "\n",
    "devices = Dict{Symbol, DeviceModel}(:Generators => DeviceModel(PSY.ThermalStandard, PSI.ThermalStandardUnitCommitment),\n",
    "                                    :DRen => DeviceModel(PSY.RenewableDispatch, PSI.RenewableFixed),\n",
    "                                    :FRen => DeviceModel(PSY.RenewableFix, PSI.RenewableFixed),\n",
    "                                    :Loads =>  DeviceModel(PSY.InterruptibleLoad, PSI.StaticPowerLoad),\n",
    "                                    )\n",
    "\n",
    "model_ref_uc= ModelReference(CopperPlatePowerModel, devices, branches, services);\n",
    "\n",
    "## ED Model Ref\n",
    "branches = Dict{Symbol, DeviceModel}()\n",
    "\n",
    "services = Dict{Symbol, PSI.ServiceModel}()\n",
    "\n",
    "devices = Dict{Symbol, DeviceModel}(:Generators => DeviceModel(PSY.ThermalStandard, PSI.ThermalRampLimited, SemiContinuousFF(:P, :ON)),\n",
    "                                    :DRen => DeviceModel(PSY.RenewableDispatch, PSI.RenewableFixed),\n",
    "                                    :FRen => DeviceModel(PSY.RenewableFix, PSI.RenewableFixed),\n",
    "                                    :Loads =>  DeviceModel(PSY.InterruptibleLoad, PSI.StaticPowerLoad),\n",
    "                                    )\n",
    "model_ref_ed= ModelReference(CopperPlatePowerModel, devices, branches, services);\n",
    "\n",
    "ix = 1\n",
    "ed_system = PSY.System(joinpath(base_dir, \"ed-$(dates[ix]).json\"))\n",
    "uc_system = PSY.System(joinpath(base_dir, \"uc-$(dates[ix]).json\"))\n",
    "stages = Dict(1 => Stage(model_ref_uc, 1, uc_system, Gurobi_optimizer,  Dict(0 => Sequential())),\n",
    "              2 => Stage(model_ref_ed, 96, ed_system, Gurobi_optimizer, Dict(1 => Synchronize(24, 4), 0 => Sequential()), TimeStatusChange(:ON_ThermalStandard)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Academic license - for non-commercial use only\n",
      "Academic license - for non-commercial use only\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Simulation()\n"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sim = Simulation(\"test\", 1, stages, \"/Users/jdlara/Desktop/\"; verbose = true)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Step 1\n",
      "Stage 1\n",
      "Simulation TimeStamp: 2018-08-26T00:00:00\n",
      "Academic license - for non-commercial use only\n",
      "Optimize a model with 58632 rows, 39360 columns and 202242 nonzeros\n",
      "Model has 9744 quadratic objective terms\n",
      "Variable types: 9840 continuous, 29520 integer (29520 binary)\n",
      "Coefficient statistics:\n",
      "  Matrix range     [4e-03, 1e+02]\n",
      "  Objective range  [2e+01, 4e+03]\n",
      "  QObjective range [2e+01, 4e+01]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [6e-04, 1e+03]\n",
      "Presolve removed 6268 rows and 2894 columns\n",
      "Presolve time: 0.59s\n",
      "Presolved: 52364 rows, 36466 columns, 177481 nonzeros\n",
      "Presolved model has 9744 quadratic objective terms\n",
      "Variable types: 9840 continuous, 26626 integer (26626 binary)\n",
      "Found heuristic solution: objective 2.848770e+07\n",
      "\n",
      "Root simplex log...\n",
      "\n",
      "Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "   30811    2.2198454e+07   2.556633e+03   0.000000e+00      5s\n",
      "   44012    2.4078298e+07   1.031780e+03   0.000000e+00     10s\n",
      "   53671    2.5259342e+07   8.042028e+01   0.000000e+00     15s\n",
      "   55730    2.5267542e+07   0.000000e+00   0.000000e+00     17s\n",
      "\n",
      "Root relaxation: objective 2.526754e+07, 55730 iterations, 15.21 seconds\n",
      "\n",
      "    Nodes    |    Current Node    |     Objective Bounds      |     Work\n",
      " Expl Unexpl |  Obj  Depth IntInf | Incumbent    BestBd   Gap | It/Node Time\n",
      "\n",
      "     0     0 2.5268e+07    0 1642 2.8488e+07 2.5268e+07  11.3%     -   20s\n",
      "H    0     0                    2.538072e+07 2.5268e+07  0.45%     -   28s\n",
      "H    0     0                    2.537793e+07 2.5268e+07  0.43%     -   28s\n",
      "     0     0 2.5268e+07    0 1680 2.5378e+07 2.5268e+07  0.43%     -   30s\n",
      "     0     0 2.5268e+07    0 1663 2.5378e+07 2.5268e+07  0.43%     -   32s\n",
      "     0     0 2.5268e+07    0 1689 2.5378e+07 2.5268e+07  0.43%     -   33s\n",
      "     0     0 2.5268e+07    0 1666 2.5378e+07 2.5268e+07  0.43%     -   34s\n",
      "H    0     0                    2.536667e+07 2.5268e+07  0.39%     -   34s\n",
      "\n",
      "Cutting planes:\n",
      "  Cover: 2\n",
      "  MIR: 4\n",
      "\n",
      "Explored 1 nodes (55923 simplex iterations) in 34.53 seconds\n",
      "Thread count was 4 (of 4 available processors)\n",
      "\n",
      "Solution count 4: 2.53667e+07 2.53779e+07 2.53807e+07 2.84877e+07 \n",
      "\n",
      "Optimal solution found (tolerance 4.00e-03)\n",
      "Best objective 2.536666845883e+07, best bound 2.526766941393e+07, gap 0.3903%\n",
      "Stage 2\n",
      "Simulation TimeStamp: 2018-08-26T00:00:00\n",
      "Academic license - for non-commercial use only\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15432 rows and 2544 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1332 rows, 3586 columns, 6226 nonzeros\n",
      "Presolved model has 2328 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 3.840e+03\n",
      " Factor NZ  : 1.722e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.314e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   6.97233648e+08 -5.36894743e+08  5.25e+04 8.33e+02  1.00e+06     0s\n",
      "   1   2.02408671e+07 -1.47139305e+07  4.70e+03 7.46e+01  9.46e+04     0s\n",
      "   2   6.58480225e+05 -9.75513475e+06  1.81e+01 2.88e-01  1.77e+03     0s\n",
      "   3   5.98749272e+05 -2.90584981e+05  5.13e-01 8.15e-03  1.24e+02     0s\n",
      "   4   5.91845291e+05  3.34350488e+05  1.31e-01 2.08e-03  3.55e+01     0s\n",
      "   5   5.88603602e+05  4.52876507e+05  6.66e-02 1.06e-03  1.87e+01     0s\n",
      "   6   5.84698389e+05  5.18971021e+05  2.82e-02 4.48e-04  9.04e+00     0s\n",
      "   7   5.79126029e+05  5.62789232e+05  5.13e-03 8.14e-05  2.24e+00     0s\n",
      "   8   5.76033978e+05  5.73678919e+05  1.68e-04 2.67e-06  3.23e-01     0s\n",
      "   9   5.75334189e+05  5.74953799e+05  4.56e-06 7.23e-08  5.22e-02     0s\n",
      "  10   5.75247572e+05  5.75184122e+05  6.70e-07 1.06e-08  8.71e-03     0s\n",
      "  11   5.75235023e+05  5.75215093e+05  1.53e-07 2.42e-09  2.74e-03     0s\n",
      "  12   5.75230623e+05  5.75226492e+05  2.37e-08 3.77e-10  5.67e-04     0s\n",
      "  13   5.75229778e+05  5.75228721e+05  5.92e-09 9.39e-11  1.45e-04     0s\n",
      "  14   5.75229532e+05  5.75229365e+05  4.09e-11 6.74e-13  2.30e-05     0s\n",
      "  15   5.75229494e+05  5.75229471e+05  9.52e-13 7.11e-14  3.13e-06     0s\n",
      "  16   5.75229488e+05  5.75229488e+05  1.42e-13 8.53e-14  5.08e-09     0s\n",
      "\n",
      "Barrier solved model in 16 iterations and 0.03 seconds\n",
      "Optimal objective 5.75229488e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T00:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15432 rows and 2544 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1332 rows, 3608 columns, 6248 nonzeros\n",
      "Presolved model has 2328 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 3.840e+03\n",
      " Factor NZ  : 1.722e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.314e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   6.97182066e+08 -5.36939177e+08  5.25e+04 8.33e+02  1.00e+06     0s\n",
      "   1   2.16427215e+07 -1.50199380e+07  4.98e+03 7.90e+01  9.79e+04     0s\n",
      "   2   6.91286256e+05 -9.53781658e+06  3.10e+01 4.93e-01  1.97e+03     0s\n",
      "   3   5.90167971e+05 -1.12088523e+06  5.05e-01 8.01e-03  2.37e+02     0s\n",
      "   4   5.84464847e+05  3.24990064e+04  1.49e-01 2.37e-03  7.59e+01     0s\n",
      "   5   5.80345661e+05  3.13048141e+05  6.44e-02 1.02e-03  3.67e+01     0s\n",
      "   6   5.77232288e+05  4.64928076e+05  2.57e-02 4.09e-04  1.54e+01     0s\n",
      "   7   5.71507611e+05  5.50470174e+05  4.08e-03 6.47e-05  2.88e+00     0s\n",
      "   8   5.67026978e+05  5.61291649e+05  2.48e-04 3.94e-06  7.85e-01     0s\n",
      "   9   5.66041203e+05  5.65256181e+05  2.48e-10 3.96e-12  1.07e-01     0s\n",
      "  10   5.65875820e+05  5.65768341e+05  9.95e-14 4.38e-13  1.47e-02     0s\n",
      "  11   5.65850811e+05  5.65837697e+05  9.95e-14 7.11e-14  1.80e-03     0s\n",
      "  12   5.65847679e+05  5.65846172e+05  1.71e-13 9.95e-14  2.06e-04     0s\n",
      "  13   5.65847376e+05  5.65846985e+05  9.95e-14 5.68e-14  5.36e-05     0s\n",
      "  14   5.65847272e+05  5.65847266e+05  1.14e-13 8.53e-14  8.04e-07     0s\n",
      "  15   5.65847271e+05  5.65847271e+05  1.85e-13 7.11e-14  7.20e-09     0s\n",
      "\n",
      "Barrier solved model in 15 iterations and 0.03 seconds\n",
      "Optimal objective 5.65847271e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T00:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15432 rows and 2544 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1332 rows, 3605 columns, 6245 nonzeros\n",
      "Presolved model has 2328 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 3.840e+03\n",
      " Factor NZ  : 1.722e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.314e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   6.97128429e+08 -5.36886560e+08  5.25e+04 8.33e+02  1.00e+06     0s\n",
      "   1   2.12384567e+07 -1.48547142e+07  4.90e+03 7.77e+01  9.62e+04     0s\n",
      "   2   6.76933398e+05 -9.51343352e+06  2.92e+01 4.63e-01  1.93e+03     0s\n",
      "   3   5.81729348e+05 -1.02563530e+06  4.99e-01 7.92e-03  2.22e+02     0s\n",
      "   4   5.73494131e+05  2.02106595e+05  9.92e-02 1.57e-03  5.10e+01     0s\n",
      "   5   5.68071490e+05  4.57724174e+05  2.45e-02 3.89e-04  1.51e+01     0s\n",
      "   6   5.61259622e+05  5.44949216e+05  2.41e-03 3.82e-05  2.23e+00     0s\n",
      "   7   5.59349684e+05  5.48238877e+05  1.26e-03 2.00e-05  1.52e+00     0s\n",
      "   8   5.56558988e+05  5.54611534e+05  1.18e-04 1.87e-06  2.67e-01     0s\n",
      "   9   5.56104389e+05  5.55746531e+05  1.08e-05 1.71e-07  4.90e-02     0s\n",
      "  10   5.56025186e+05  5.55953051e+05  4.08e-07 6.47e-09  9.88e-03     0s\n",
      "  11   5.56009607e+05  5.55996178e+05  6.33e-08 1.01e-09  1.84e-03     0s\n",
      "  12   5.56006827e+05  5.56003704e+05  2.13e-13 8.53e-14  4.28e-04     0s\n",
      "  13   5.56006088e+05  5.56005726e+05  2.13e-13 9.95e-14  4.94e-05     0s\n",
      "  14   5.56005992e+05  5.56005987e+05  2.13e-13 9.95e-14  7.01e-07     0s\n",
      "  15   5.56005991e+05  5.56005991e+05  7.11e-14 7.11e-14  3.02e-09     0s\n",
      "\n",
      "Barrier solved model in 15 iterations and 0.03 seconds\n",
      "Optimal objective 5.56005991e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T00:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15432 rows and 2544 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1332 rows, 3600 columns, 6240 nonzeros\n",
      "Presolved model has 2328 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 3.840e+03\n",
      " Factor NZ  : 1.722e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.314e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   6.97070434e+08 -5.36821752e+08  5.25e+04 8.33e+02  1.00e+06     0s\n",
      "   1   2.05868677e+07 -1.45866631e+07  4.77e+03 7.57e+01  9.35e+04     0s\n",
      "   2   6.53879487e+05 -9.46775846e+06  2.49e+01 3.95e-01  1.84e+03     0s\n",
      "   3   5.72693370e+05 -7.98624320e+05  4.90e-01 7.78e-03  1.90e+02     0s\n",
      "   4   5.61514150e+05  2.62335413e+05  8.71e-02 1.38e-03  4.11e+01     0s\n",
      "   5   5.56860288e+05  4.62676570e+05  2.24e-02 3.56e-04  1.29e+01     0s\n",
      "   6   5.50633930e+05  5.33977709e+05  2.97e-03 4.72e-05  2.28e+00     0s\n",
      "   7   5.48514580e+05  5.37798140e+05  1.40e-03 2.22e-05  1.47e+00     0s\n",
      "   8   5.45860948e+05  5.44150883e+05  1.16e-04 1.84e-06  2.34e-01     0s\n",
      "   9   5.45481422e+05  5.45095978e+05  1.14e-05 1.82e-07  5.28e-02     0s\n",
      "  10   5.45396121e+05  5.45326530e+05  8.44e-07 1.34e-08  9.54e-03     0s\n",
      "  11   5.45380728e+05  5.45367120e+05  1.33e-07 2.12e-09  1.87e-03     0s\n",
      "  12   5.45377776e+05  5.45374637e+05  2.27e-13 7.11e-14  4.30e-04     0s\n",
      "  13   5.45377013e+05  5.45376646e+05  1.28e-13 5.68e-14  5.02e-05     0s\n",
      "  14   5.45376913e+05  5.45376908e+05  1.14e-13 5.68e-14  7.26e-07     0s\n",
      "  15   5.45376912e+05  5.45376912e+05  1.14e-13 8.53e-14  3.15e-09     0s\n",
      "\n",
      "Barrier solved model in 15 iterations and 0.03 seconds\n",
      "Optimal objective 5.45376912e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T01:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15663 rows and 2808 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1101 rows, 3113 columns, 5291 nonzeros\n",
      "Presolved model has 2064 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 3.168e+03\n",
      " Factor NZ  : 1.419e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 1.905e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   6.21296003e+08 -4.78694065e+08  4.70e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.70044001e+07 -1.29139757e+07  3.98e+03 7.06e+01  8.69e+04     0s\n",
      "   2   6.21290738e+05 -8.76539819e+06  1.90e+01 3.37e-01  1.87e+03     0s\n",
      "   3   5.58904353e+05 -4.17903620e+05  3.02e-01 5.35e-03  1.55e+02     0s\n",
      "   4   5.50950688e+05  3.40751215e+05  5.50e-02 9.75e-04  3.33e+01     0s\n",
      "   5   5.45797924e+05  4.93477713e+05  9.03e-03 1.60e-04  8.29e+00     0s\n",
      "   6   5.38962954e+05  5.31926866e+05  5.26e-04 9.32e-06  1.11e+00     0s\n",
      "   7   5.36893017e+05  5.34433942e+05  3.83e-05 6.80e-07  3.89e-01     0s\n",
      "   8   5.36418628e+05  5.35691787e+05  1.10e-05 1.96e-07  1.15e-01     0s\n",
      "   9   5.36268203e+05  5.36012751e+05  1.96e-07 3.47e-09  4.05e-02     0s\n",
      "  10   5.36211710e+05  5.36176130e+05  2.59e-08 4.59e-10  5.64e-03     0s\n",
      "  11   5.36204505e+05  5.36196798e+05  4.14e-09 7.34e-11  1.22e-03     0s\n",
      "  12   5.36202700e+05  5.36201914e+05  1.14e-13 7.11e-14  1.25e-04     0s\n",
      "  13   5.36202502e+05  5.36202459e+05  1.14e-13 8.53e-14  6.95e-06     0s\n",
      "  14   5.36202491e+05  5.36202491e+05  9.95e-14 8.53e-14  1.94e-08     0s\n",
      "  15   5.36202491e+05  5.36202491e+05  1.14e-13 5.68e-14  3.49e-10     0s\n",
      "\n",
      "Barrier solved model in 15 iterations and 0.02 seconds\n",
      "Optimal objective 5.36202491e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T01:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15663 rows and 2808 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1101 rows, 3127 columns, 5305 nonzeros\n",
      "Presolved model has 2064 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 3.168e+03\n",
      " Factor NZ  : 1.419e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 1.905e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   6.21247992e+08 -4.78692252e+08  4.70e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.85094839e+07 -1.35201330e+07  4.29e+03 7.61e+01  9.41e+04     0s\n",
      "   2   6.26171867e+05 -8.88403201e+06  2.29e+01 4.05e-01  1.97e+03     0s\n",
      "   3   5.51668769e+05 -6.93695763e+05  4.14e-01 7.33e-03  1.98e+02     0s\n",
      "   4   5.43011739e+05  2.51667151e+05  8.42e-02 1.49e-03  4.61e+01     0s\n",
      "   5   5.38183981e+05  4.43537141e+05  2.33e-02 4.13e-04  1.50e+01     0s\n",
      "   6   5.31665633e+05  5.19711040e+05  1.68e-03 2.98e-05  1.89e+00     0s\n",
      "   7   5.28359166e+05  5.24472396e+05  2.08e-04 3.68e-06  6.14e-01     0s\n",
      "   8   5.27250614e+05  5.26676653e+05  2.21e-05 3.92e-07  9.07e-02     0s\n",
      "   9   5.27107541e+05  5.26979258e+05  6.50e-07 1.15e-08  2.03e-02     0s\n",
      "  10   5.27079021e+05  5.27050619e+05  1.22e-07 2.17e-09  4.49e-03     0s\n",
      "  11   5.27072248e+05  5.27067525e+05  1.35e-08 2.39e-10  7.46e-04     0s\n",
      "  12   5.27071005e+05  5.27070648e+05  3.44e-10 6.12e-12  5.63e-05     0s\n",
      "  13   5.27070905e+05  5.27070900e+05  4.05e-12 9.95e-14  7.89e-07     0s\n",
      "  14   5.27070903e+05  5.27070903e+05  8.53e-14 8.53e-14  5.81e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 5.27070903e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T01:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 15663 rows and 2808 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1101 rows, 3122 columns, 5300 nonzeros\n",
      "Presolved model has 2064 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 3.168e+03\n",
      " Factor NZ  : 1.419e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 1.905e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   6.21200403e+08 -4.78636741e+08  4.70e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.79363946e+07 -1.32865545e+07  4.18e+03 7.41e+01  9.15e+04     0s\n",
      "   2   6.08875223e+05 -8.84211275e+06  1.98e+01 3.50e-01  1.89e+03     0s\n",
      "   3   5.44096560e+05 -5.10728972e+05  3.59e-01 6.36e-03  1.68e+02     0s\n",
      "   4   5.33319381e+05  2.90568374e+05  7.04e-02 1.25e-03  3.84e+01     0s\n",
      "   5   5.28455561e+05  4.61057255e+05  1.51e-02 2.67e-04  1.07e+01     0s\n",
      "   6   5.22093675e+05  5.10573859e+05  1.59e-03 2.81e-05  1.82e+00     0s\n",
      "   7   5.19778319e+05  5.14426980e+05  3.78e-04 6.71e-06  8.46e-01     0s\n",
      "   8   5.18344729e+05  5.17706619e+05  3.48e-05 6.17e-07  1.01e-01     0s\n",
      "   9   5.18191785e+05  5.18027407e+05  1.59e-06 2.82e-08  2.60e-02     0s\n",
      "  10   5.18154314e+05  5.18117591e+05  3.18e-07 5.63e-09  5.81e-03     0s\n",
      "  11   5.18145829e+05  5.18137160e+05  5.19e-08 9.20e-10  1.37e-03     0s\n",
      "  12   5.18143439e+05  5.18142719e+05  1.25e-09 2.23e-11  1.14e-04     0s\n",
      "  13   5.18143236e+05  5.18143193e+05  1.07e-11 2.17e-13  6.88e-06     0s\n",
      "  14   5.18143223e+05  5.18143223e+05  9.95e-14 8.53e-14  2.31e-08     0s\n",
      "  15   5.18143223e+05  5.18143223e+05  1.28e-13 4.26e-14  4.43e-10     0s\n",
      "\n",
      "Barrier solved model in 15 iterations and 0.02 seconds\n",
      "Optimal objective 5.18143223e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T01:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 15663 rows and 2808 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1101 rows, 3102 columns, 5280 nonzeros\n",
      "Presolved model has 2064 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 3.168e+03\n",
      " Factor NZ  : 1.419e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 1.905e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   6.21150937e+08 -4.78545797e+08  4.70e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.59640946e+07 -1.25440170e+07  3.77e+03 6.69e+01  8.22e+04     0s\n",
      "   2   5.71829540e+05 -8.72220401e+06  1.05e+01 1.86e-01  1.68e+03     0s\n",
      "   3   5.35685246e+05 -6.20502097e+04  3.08e-01 5.47e-03  9.53e+01     0s\n",
      "   4   5.23352522e+05  3.49243564e+05  7.78e-02 1.38e-03  2.77e+01     0s\n",
      "   5   5.19722085e+05  4.43496806e+05  3.07e-02 5.45e-04  1.21e+01     0s\n",
      "   6   5.14171441e+05  4.95200319e+05  5.20e-03 9.22e-05  3.01e+00     0s\n",
      "   7   5.10734713e+05  5.04961604e+05  7.43e-04 1.32e-05  9.16e-01     0s\n",
      "   8   5.09176385e+05  5.08492293e+05  2.22e-05 3.94e-07  1.09e-01     0s\n",
      "   9   5.08961749e+05  5.08821875e+05  6.24e-08 1.11e-09  2.22e-02     0s\n",
      "  10   5.08922661e+05  5.08907657e+05  3.88e-09 6.89e-11  2.38e-03     0s\n",
      "  11   5.08918603e+05  5.08915457e+05  4.23e-10 7.51e-12  4.99e-04     0s\n",
      "  12   5.08917629e+05  5.08917349e+05  8.92e-12 1.84e-13  4.44e-05     0s\n",
      "  13   5.08917539e+05  5.08917535e+05  1.14e-13 7.11e-14  5.62e-07     0s\n",
      "  14   5.08917538e+05  5.08917538e+05  1.14e-13 8.53e-14  2.31e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 5.08917538e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T02:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 15883 rows and 3048 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 881 rows, 2668 columns, 4406 nonzeros\n",
      "Presolved model has 1824 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 2.528e+03\n",
      " Factor NZ  : 1.131e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 1.516e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   5.54841494e+08 -4.27925633e+08  4.20e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.38192850e+07 -1.13796632e+07  3.27e+03 6.49e+01  8.00e+04     0s\n",
      "   2   5.59211842e+05 -8.06470599e+06  1.04e+01 2.07e-01  1.83e+03     0s\n",
      "   3   5.23418767e+05  6.60419057e+04  1.76e-01 3.49e-03  8.47e+01     0s\n",
      "   4   5.14809665e+05  3.85282137e+05  4.49e-02 8.90e-04  2.39e+01     0s\n",
      "   5   5.12065405e+05  4.41190657e+05  2.38e-02 4.72e-04  1.31e+01     0s\n",
      "   6   5.06555599e+05  4.86425472e+05  5.01e-03 9.95e-05  3.72e+00     0s\n",
      "   7   5.03373212e+05  4.95961628e+05  1.49e-03 2.96e-05  1.37e+00     0s\n",
      "   8   5.01862421e+05  4.99918513e+05  1.49e-09 2.96e-11  3.59e-01     0s\n",
      "   9   5.01449009e+05  5.01362597e+05  4.12e-11 2.27e-12  1.60e-02     0s\n",
      "  10   5.01425259e+05  5.01415690e+05  3.81e-12 1.85e-13  1.77e-03     0s\n",
      "  11   5.01423030e+05  5.01420399e+05  4.41e-13 7.11e-14  4.86e-04     0s\n",
      "  12   5.01422304e+05  5.01422113e+05  1.14e-13 5.68e-14  3.53e-05     0s\n",
      "  13   5.01422248e+05  5.01422247e+05  9.95e-14 8.53e-14  2.12e-07     0s\n",
      "  14   5.01422247e+05  5.01422247e+05  7.11e-14 7.11e-14  1.47e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 5.01422247e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T02:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 15883 rows and 3048 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 881 rows, 2674 columns, 4412 nonzeros\n",
      "Presolved model has 1824 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 2.528e+03\n",
      " Factor NZ  : 1.131e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 1.516e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   5.54792725e+08 -4.27895667e+08  4.20e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.52419342e+07 -1.18793124e+07  3.57e+03 7.09e+01  8.73e+04     0s\n",
      "   2   5.64104088e+05 -8.13110641e+06  1.43e+01 2.84e-01  1.93e+03     0s\n",
      "   3   5.16340936e+05 -1.65220384e+05  2.04e-01 4.06e-03  1.26e+02     0s\n",
      "   4   5.07334386e+05  2.46989298e+05  7.26e-02 1.44e-03  4.81e+01     0s\n",
      "   5   5.03411822e+05  3.86322075e+05  2.95e-02 5.85e-04  2.16e+01     0s\n",
      "   6   4.98466256e+05  4.69051944e+05  5.22e-03 1.04e-04  5.43e+00     0s\n",
      "   7   4.94251368e+05  4.86196584e+05  1.12e-03 2.22e-05  1.49e+00     0s\n",
      "   8   4.92556970e+05  4.90587060e+05  1.12e-09 2.23e-11  3.64e-01     0s\n",
      "   9   4.91997282e+05  4.91894817e+05  3.94e-11 2.27e-12  1.89e-02     0s\n",
      "  10   4.91965794e+05  4.91956275e+05  2.84e-12 1.85e-13  1.76e-03     0s\n",
      "  11   4.91963358e+05  4.91960065e+05  2.70e-13 8.53e-14  6.08e-04     0s\n",
      "  12   4.91962480e+05  4.91961997e+05  9.95e-14 8.53e-14  8.93e-05     0s\n",
      "  13   4.91962331e+05  4.91962326e+05  4.26e-14 8.53e-14  8.64e-07     0s\n",
      "  14   4.91962329e+05  4.91962329e+05  8.53e-14 5.68e-14  3.47e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.91962329e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T02:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 15883 rows and 3048 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 881 rows, 2665 columns, 4403 nonzeros\n",
      "Presolved model has 1824 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 2.528e+03\n",
      " Factor NZ  : 1.131e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 1.516e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   5.54746466e+08 -4.27833756e+08  4.20e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.44705187e+07 -1.15993708e+07  3.41e+03 6.77e+01  8.34e+04     0s\n",
      "   2   5.43417675e+05 -8.08898877e+06  1.01e+01 2.01e-01  1.82e+03     0s\n",
      "   3   5.08352373e+05  3.31268321e+04  1.91e-01 3.79e-03  8.81e+01     0s\n",
      "   4   4.97678884e+05  3.50337801e+05  5.23e-02 1.04e-03  2.73e+01     0s\n",
      "   5   4.94355767e+05  4.19141820e+05  2.58e-02 5.11e-04  1.39e+01     0s\n",
      "   6   4.88915918e+05  4.65875938e+05  5.90e-03 1.17e-04  4.26e+00     0s\n",
      "   7   4.85473287e+05  4.76742535e+05  1.84e-03 3.65e-05  1.61e+00     0s\n",
      "   8   4.83626844e+05  4.81412203e+05  3.43e-07 6.81e-09  4.10e-01     0s\n",
      "   9   4.83128430e+05  4.83049389e+05  3.74e-09 7.43e-11  1.46e-02     0s\n",
      "  10   4.83103318e+05  4.83093367e+05  3.57e-10 7.10e-12  1.84e-03     0s\n",
      "  11   4.83100435e+05  4.83097548e+05  2.44e-11 5.03e-13  5.34e-04     0s\n",
      "  12   4.83099571e+05  4.83099258e+05  1.90e-12 9.95e-14  5.79e-05     0s\n",
      "  13   4.83099468e+05  4.83099464e+05  1.28e-13 5.68e-14  7.52e-07     0s\n",
      "  14   4.83099467e+05  4.83099467e+05  8.53e-14 5.68e-14  3.76e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.83099467e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T02:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 15883 rows and 3048 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 881 rows, 2668 columns, 4406 nonzeros\n",
      "Presolved model has 1824 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 2.528e+03\n",
      " Factor NZ  : 1.131e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 1.516e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   5.54699968e+08 -4.27806192e+08  4.20e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.37611241e+07 -1.13614715e+07  3.27e+03 6.48e+01  7.98e+04     0s\n",
      "   2   5.24441121e+05 -8.07366140e+06  6.45e+00 1.28e-01  1.73e+03     0s\n",
      "   3   5.00704815e+05  2.17838644e+05  1.31e-01 2.60e-03  5.23e+01     0s\n",
      "   4   4.89511900e+05  3.85969344e+05  4.29e-02 8.52e-04  1.91e+01     0s\n",
      "   5   4.84739090e+05  4.32621527e+05  1.93e-02 3.83e-04  9.63e+00     0s\n",
      "   6   4.78716788e+05  4.63326053e+05  4.19e-03 8.30e-05  2.85e+00     0s\n",
      "   7   4.75676041e+05  4.71073763e+05  3.67e-04 7.29e-06  8.51e-01     0s\n",
      "   8   4.74347564e+05  4.74019977e+05  1.70e-05 3.37e-07  6.06e-02     0s\n",
      "   9   4.74230995e+05  4.74194904e+05  2.25e-07 4.46e-09  6.67e-03     0s\n",
      "  10   4.74218770e+05  4.74216411e+05  3.59e-09 7.12e-11  4.36e-04     0s\n",
      "  11   4.74217948e+05  4.74217704e+05  1.91e-10 3.81e-12  4.51e-05     0s\n",
      "  12   4.74217860e+05  4.74217855e+05  2.81e-12 8.53e-14  9.00e-07     0s\n",
      "  13   4.74217858e+05  4.74217858e+05  8.53e-14 8.53e-14  8.62e-09     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.02 seconds\n",
      "Optimal objective 4.74217858e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T03:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 15971 rows and 3144 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 793 rows, 2492 columns, 4054 nonzeros\n",
      "Presolved model has 1728 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 2.272e+03\n",
      " Factor NZ  : 1.016e+04 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.360e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   5.27657072e+08 -4.07389771e+08  4.00e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.37674895e+07 -1.10449956e+07  3.26e+03 6.79e+01  8.36e+04     0s\n",
      "   2   5.24807916e+05 -7.68781016e+06  9.50e+00 1.98e-01  1.85e+03     0s\n",
      "   3   4.91816218e+05  5.92309258e+04  1.72e-01 3.59e-03  8.59e+01     0s\n",
      "   4   4.81252736e+05  3.53062372e+05  4.49e-02 9.36e-04  2.54e+01     0s\n",
      "   5   4.78125647e+05  4.08477757e+05  2.37e-02 4.93e-04  1.38e+01     0s\n",
      "   6   4.72487020e+05  4.52472192e+05  5.05e-03 1.05e-04  3.96e+00     0s\n",
      "   7   4.68665755e+05  4.62024954e+05  9.30e-04 1.94e-05  1.32e+00     0s\n",
      "   8   4.67183390e+05  4.66067769e+05  9.30e-10 1.94e-11  2.21e-01     0s\n",
      "   9   4.66882092e+05  4.66836983e+05  1.22e-11 9.09e-13  8.93e-03     0s\n",
      "  10   4.66867934e+05  4.66863344e+05  9.38e-13 7.11e-14  9.09e-04     0s\n",
      "  11   4.66866472e+05  4.66865814e+05  1.42e-13 8.53e-14  1.30e-04     0s\n",
      "  12   4.66866253e+05  4.66866223e+05  1.28e-13 7.11e-14  6.03e-06     0s\n",
      "  13   4.66866242e+05  4.66866242e+05  1.28e-13 1.14e-13  9.24e-08     0s\n",
      "  14   4.66866242e+05  4.66866242e+05  5.68e-14 8.53e-14  1.01e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.66866242e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T03:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 15971 rows and 3144 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 793 rows, 2492 columns, 4054 nonzeros\n",
      "Presolved model has 1728 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 2.272e+03\n",
      " Factor NZ  : 1.016e+04 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.360e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   5.27626326e+08 -4.07363831e+08  4.00e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.37542032e+07 -1.10405248e+07  3.26e+03 6.78e+01  8.35e+04     0s\n",
      "   2   5.16927270e+05 -7.68922536e+06  8.53e+00 1.78e-01  1.82e+03     0s\n",
      "   3   4.86863695e+05  8.59448827e+04  1.72e-01 3.59e-03  7.96e+01     0s\n",
      "   4   4.75531262e+05  3.59110325e+05  4.32e-02 9.00e-04  2.31e+01     0s\n",
      "   5   4.72308433e+05  4.07402953e+05  2.34e-02 4.87e-04  1.29e+01     0s\n",
      "   6   4.66332784e+05  4.48593828e+05  4.68e-03 9.75e-05  3.51e+00     0s\n",
      "   7   4.63081196e+05  4.56835566e+05  9.84e-04 2.05e-05  1.24e+00     0s\n",
      "   8   4.61264376e+05  4.60086349e+05  9.84e-10 2.05e-11  2.33e-01     0s\n",
      "   9   4.60953971e+05  4.60908448e+05  1.75e-11 1.59e-12  9.02e-03     0s\n",
      "  10   4.60935536e+05  4.60929966e+05  8.81e-13 7.11e-14  1.10e-03     0s\n",
      "  11   4.60933571e+05  4.60932874e+05  1.42e-13 9.95e-14  1.38e-04     0s\n",
      "  12   4.60933340e+05  4.60933288e+05  9.95e-14 8.53e-14  1.04e-05     0s\n",
      "  13   4.60933321e+05  4.60933321e+05  8.53e-14 8.53e-14  1.35e-07     0s\n",
      "  14   4.60933321e+05  4.60933321e+05  7.11e-14 7.11e-14  1.78e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.60933321e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T03:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 15971 rows and 3144 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 793 rows, 2492 columns, 4054 nonzeros\n",
      "Presolved model has 1728 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 2.272e+03\n",
      " Factor NZ  : 1.016e+04 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.360e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   5.27600561e+08 -4.07342095e+08  4.00e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.37408381e+07 -1.10360378e+07  3.25e+03 6.78e+01  8.35e+04     0s\n",
      "   2   5.09699245e+05 -7.69051857e+06  7.52e+00 1.57e-01  1.80e+03     0s\n",
      "   3   4.82734745e+05  1.35362150e+05  1.47e-01 3.07e-03  6.89e+01     0s\n",
      "   4   4.70981907e+05  3.60970641e+05  4.05e-02 8.43e-04  2.18e+01     0s\n",
      "   5   4.67443719e+05  4.06716901e+05  2.17e-02 4.52e-04  1.20e+01     0s\n",
      "   6   4.61317092e+05  4.44782701e+05  4.65e-03 9.70e-05  3.27e+00     0s\n",
      "   7   4.58436663e+05  4.50805088e+05  1.27e-03 2.65e-05  1.51e+00     0s\n",
      "   8   4.56218022e+05  4.55598171e+05  1.27e-09 2.65e-11  1.23e-01     0s\n",
      "   9   4.55994483e+05  4.55980684e+05  1.14e-11 1.14e-12  2.73e-03     0s\n",
      "  10   4.55990058e+05  4.55987323e+05  4.41e-13 8.53e-14  5.42e-04     0s\n",
      "  11   4.55989333e+05  4.55988742e+05  1.42e-13 5.68e-14  1.17e-04     0s\n",
      "  12   4.55989148e+05  4.55989112e+05  1.14e-13 9.95e-14  7.12e-06     0s\n",
      "  13   4.55989136e+05  4.55989136e+05  8.53e-14 9.95e-14  1.09e-07     0s\n",
      "  14   4.55989136e+05  4.55989136e+05  5.68e-14 5.68e-14  3.33e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.55989136e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T03:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 15971 rows and 3144 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 793 rows, 2492 columns, 4054 nonzeros\n",
      "Presolved model has 1728 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 2.272e+03\n",
      " Factor NZ  : 1.016e+04 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.360e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   5.27581872e+08 -4.07326328e+08  4.00e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.37296029e+07 -1.10326531e+07  3.25e+03 6.78e+01  8.35e+04     0s\n",
      "   2   5.04727116e+05 -7.69190400e+06  6.88e+00 1.43e-01  1.78e+03     0s\n",
      "   3   4.79751844e+05  1.62370848e+05  1.37e-01 2.86e-03  6.29e+01     0s\n",
      "   4   4.67669987e+05  3.61097178e+05  4.04e-02 8.42e-04  2.11e+01     0s\n",
      "   5   4.63804145e+05  4.07013122e+05  2.08e-02 4.34e-04  1.12e+01     0s\n",
      "   6   4.57708127e+05  4.41050732e+05  4.90e-03 1.02e-04  3.30e+00     0s\n",
      "   7   4.54841613e+05  4.47070162e+05  1.28e-03 2.66e-05  1.54e+00     0s\n",
      "   8   4.52610422e+05  4.52156770e+05  1.28e-09 2.67e-11  8.98e-02     0s\n",
      "   9   4.52423463e+05  4.52412710e+05  1.26e-11 5.96e-13  2.13e-03     0s\n",
      "  10   4.52420045e+05  4.52416814e+05  6.68e-13 8.53e-14  6.40e-04     0s\n",
      "  11   4.52419180e+05  4.52418501e+05  1.56e-13 7.11e-14  1.34e-04     0s\n",
      "  12   4.52419031e+05  4.52418787e+05  5.68e-14 7.11e-14  4.82e-05     0s\n",
      "  13   4.52418952e+05  4.52418950e+05  5.68e-14 5.68e-14  3.88e-07     0s\n",
      "  14   4.52418951e+05  4.52418951e+05  7.11e-14 5.68e-14  4.70e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.52418951e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T04:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16081 rows and 3264 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 683 rows, 2272 columns, 3614 nonzeros\n",
      "Presolved model has 1608 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.952e+03\n",
      " Factor NZ  : 8.722e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.166e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.93777473e+08 -3.81800316e+08  3.75e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.38104897e+07 -1.06593013e+07  3.25e+03 7.23e+01  8.92e+04     0s\n",
      "   2   5.15121119e+05 -7.19469206e+06  1.24e+01 2.75e-01  1.99e+03     0s\n",
      "   3   4.74064931e+05 -9.40457332e+04  1.88e-01 4.17e-03  1.24e+02     0s\n",
      "   4   4.63750396e+05  2.85417026e+05  5.34e-02 1.19e-03  3.88e+01     0s\n",
      "   5   4.61023899e+05  3.69491831e+05  2.64e-02 5.88e-04  1.99e+01     0s\n",
      "   6   4.56643519e+05  4.32798215e+05  5.40e-03 1.20e-04  5.19e+00     0s\n",
      "   7   4.52087900e+05  4.44082419e+05  1.18e-03 2.61e-05  1.74e+00     0s\n",
      "   8   4.50392638e+05  4.48314590e+05  2.26e-05 5.01e-07  4.52e-01     0s\n",
      "   9   4.49709072e+05  4.49654307e+05  1.68e-07 3.74e-09  1.19e-02     0s\n",
      "  10   4.49686823e+05  4.49681369e+05  1.26e-08 2.81e-10  1.19e-03     0s\n",
      "  11   4.49684784e+05  4.49683593e+05  4.06e-10 9.05e-12  2.59e-04     0s\n",
      "  12   4.49684393e+05  4.49684283e+05  2.90e-11 6.65e-13  2.39e-05     0s\n",
      "  13   4.49684353e+05  4.49684353e+05  1.28e-13 1.14e-13  1.27e-07     0s\n",
      "  14   4.49684353e+05  4.49684353e+05  7.11e-14 5.68e-14  1.19e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.49684353e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T04:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16081 rows and 3264 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 683 rows, 2272 columns, 3614 nonzeros\n",
      "Presolved model has 1608 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.952e+03\n",
      " Factor NZ  : 8.722e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.166e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.93767386e+08 -3.81791810e+08  3.75e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.38055520e+07 -1.06571114e+07  3.25e+03 7.23e+01  8.92e+04     0s\n",
      "   2   5.11599215e+05 -7.19470437e+06  1.18e+01 2.62e-01  1.97e+03     0s\n",
      "   3   4.72344257e+05 -6.27928285e+04  1.76e-01 3.91e-03  1.17e+02     0s\n",
      "   4   4.61943520e+05  2.86468135e+05  5.24e-02 1.16e-03  3.82e+01     0s\n",
      "   5   4.58998413e+05  3.71669446e+05  2.51e-02 5.58e-04  1.90e+01     0s\n",
      "   6   4.54576177e+05  4.31371744e+05  5.34e-03 1.19e-04  5.05e+00     0s\n",
      "   7   4.50204483e+05  4.41930603e+05  1.30e-03 2.90e-05  1.80e+00     0s\n",
      "   8   4.48441774e+05  4.46322072e+05  2.55e-05 5.66e-07  4.61e-01     0s\n",
      "   9   4.47748245e+05  4.47685744e+05  3.41e-07 7.59e-09  1.36e-02     0s\n",
      "  10   4.47724105e+05  4.47718262e+05  2.58e-08 5.73e-10  1.27e-03     0s\n",
      "  11   4.47722111e+05  4.47720613e+05  8.58e-10 1.91e-11  3.26e-04     0s\n",
      "  12   4.47721628e+05  4.47721508e+05  4.56e-11 1.03e-12  2.62e-05     0s\n",
      "  13   4.47721587e+05  4.47721586e+05  1.42e-13 8.53e-14  1.66e-07     0s\n",
      "  14   4.47721587e+05  4.47721586e+05  1.14e-13 7.11e-14  6.99e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.47721587e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T04:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16081 rows and 3264 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 683 rows, 2272 columns, 3614 nonzeros\n",
      "Presolved model has 1608 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.952e+03\n",
      " Factor NZ  : 8.722e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.166e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.93759766e+08 -3.81785384e+08  3.75e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.37993028e+07 -1.06554238e+07  3.25e+03 7.23e+01  8.92e+04     0s\n",
      "   2   5.09725904e+05 -7.19566116e+06  1.15e+01 2.57e-01  1.96e+03     0s\n",
      "   3   4.71112578e+05 -5.35772710e+04  1.73e-01 3.85e-03  1.14e+02     0s\n",
      "   4   4.60494814e+05  2.87057561e+05  5.21e-02 1.16e-03  3.77e+01     0s\n",
      "   5   4.57475683e+05  3.71833767e+05  2.48e-02 5.50e-04  1.86e+01     0s\n",
      "   6   4.53048556e+05  4.30124260e+05  5.33e-03 1.19e-04  4.99e+00     0s\n",
      "   7   4.48837292e+05  4.40077187e+05  1.43e-03 3.18e-05  1.91e+00     0s\n",
      "   8   4.46978842e+05  4.44826054e+05  2.50e-05 5.55e-07  4.68e-01     0s\n",
      "   9   4.46270917e+05  4.46202014e+05  4.50e-07 1.00e-08  1.50e-02     0s\n",
      "  10   4.46244651e+05  4.46238246e+05  3.59e-08 7.97e-10  1.39e-03     0s\n",
      "  11   4.46242584e+05  4.46240775e+05  1.50e-09 3.33e-11  3.93e-04     0s\n",
      "  12   4.46242036e+05  4.46241822e+05  1.38e-10 3.08e-12  4.67e-05     0s\n",
      "  13   4.46241964e+05  4.46241961e+05  1.48e-12 9.95e-14  7.53e-07     0s\n",
      "  14   4.46241963e+05  4.46241963e+05  1.14e-13 8.53e-14  1.18e-08     0s\n",
      "  15   4.46241963e+05  4.46241963e+05  9.95e-14 5.68e-14  8.81e-10     0s\n",
      "\n",
      "Barrier solved model in 15 iterations and 0.02 seconds\n",
      "Optimal objective 4.46241963e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T04:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16081 rows and 3264 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 683 rows, 2272 columns, 3614 nonzeros\n",
      "Presolved model has 1608 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.952e+03\n",
      " Factor NZ  : 8.722e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.166e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.93752895e+08 -3.81779590e+08  3.75e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.37952492e+07 -1.06539714e+07  3.25e+03 7.23e+01  8.92e+04     0s\n",
      "   2   5.07762269e+05 -7.19596096e+06  1.13e+01 2.50e-01  1.96e+03     0s\n",
      "   3   4.69966458e+05 -4.00532033e+04  1.68e-01 3.74e-03  1.11e+02     0s\n",
      "   4   4.59264515e+05  2.87265032e+05  5.16e-02 1.15e-03  3.74e+01     0s\n",
      "   5   4.56116931e+05  3.72319200e+05  2.42e-02 5.38e-04  1.82e+01     0s\n",
      "   6   4.51668374e+05  4.29036672e+05  5.30e-03 1.18e-04  4.92e+00     0s\n",
      "   7   4.47565114e+05  4.38579973e+05  1.51e-03 3.35e-05  1.95e+00     0s\n",
      "   8   4.45644944e+05  4.43512365e+05  2.21e-05 4.92e-07  4.64e-01     0s\n",
      "   9   4.44936263e+05  4.44873979e+05  3.08e-07 6.84e-09  1.35e-02     0s\n",
      "  10   4.44911956e+05  4.44906232e+05  2.35e-08 5.22e-10  1.24e-03     0s\n",
      "  11   4.44910058e+05  4.44908603e+05  7.17e-10 1.59e-11  3.16e-04     0s\n",
      "  12   4.44909607e+05  4.44909493e+05  3.50e-11 7.97e-13  2.47e-05     0s\n",
      "  13   4.44909569e+05  4.44909569e+05  1.42e-13 8.53e-14  1.71e-07     0s\n",
      "  14   4.44909569e+05  4.44909569e+05  8.53e-14 5.68e-14  6.95e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.44909569e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T05:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16081 rows and 3264 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 683 rows, 2272 columns, 3614 nonzeros\n",
      "Presolved model has 1608 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.952e+03\n",
      " Factor NZ  : 8.722e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.166e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.93745908e+08 -3.81773698e+08  3.75e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.37939240e+07 -1.06537346e+07  3.25e+03 7.23e+01  8.92e+04     0s\n",
      "   2   5.06971967e+05 -7.19633893e+06  1.14e+01 2.52e-01  1.96e+03     0s\n",
      "   3   4.68889511e+05 -4.59903979e+04  1.70e-01 3.78e-03  1.12e+02     0s\n",
      "   4   4.57892753e+05  2.85393114e+05  5.18e-02 1.15e-03  3.75e+01     0s\n",
      "   5   4.54751280e+05  3.70658345e+05  2.43e-02 5.40e-04  1.83e+01     0s\n",
      "   6   4.50322447e+05  4.27634969e+05  5.30e-03 1.18e-04  4.93e+00     0s\n",
      "   7   4.46201889e+05  4.37234797e+05  1.50e-03 3.32e-05  1.95e+00     0s\n",
      "   8   4.44289166e+05  4.42151760e+05  2.27e-05 5.04e-07  4.65e-01     0s\n",
      "   9   4.43582391e+05  4.43521200e+05  2.79e-07 6.21e-09  1.33e-02     0s\n",
      "  10   4.43558336e+05  4.43552664e+05  2.15e-08 4.77e-10  1.23e-03     0s\n",
      "  11   4.43556460e+05  4.43555008e+05  6.50e-10 1.45e-11  3.16e-04     0s\n",
      "  12   4.43556015e+05  4.43555903e+05  3.21e-11 7.38e-13  2.44e-05     0s\n",
      "  13   4.43555978e+05  4.43555977e+05  1.99e-13 1.14e-13  1.38e-07     0s\n",
      "  14   4.43555978e+05  4.43555978e+05  1.14e-13 5.68e-14  6.39e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.43555978e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T05:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16081 rows and 3264 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 683 rows, 2272 columns, 3614 nonzeros\n",
      "Presolved model has 1608 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.952e+03\n",
      " Factor NZ  : 8.722e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.166e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.93739135e+08 -3.81767986e+08  3.75e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.37910713e+07 -1.06525512e+07  3.25e+03 7.22e+01  8.91e+04     0s\n",
      "   2   5.05017660e+05 -7.19640173e+06  1.11e+01 2.46e-01  1.95e+03     0s\n",
      "   3   4.67750240e+05 -3.19491905e+04  1.65e-01 3.67e-03  1.09e+02     0s\n",
      "   4   4.56710199e+05  2.85711563e+05  5.13e-02 1.14e-03  3.72e+01     0s\n",
      "   5   4.53461536e+05  3.70101411e+05  2.40e-02 5.34e-04  1.81e+01     0s\n",
      "   6   4.48997190e+05  4.26447543e+05  5.30e-03 1.18e-04  4.90e+00     0s\n",
      "   7   4.44921541e+05  4.35834309e+05  1.54e-03 3.41e-05  1.98e+00     0s\n",
      "   8   4.42972034e+05  4.40858257e+05  1.99e-05 4.41e-07  4.60e-01     0s\n",
      "   9   4.42268291e+05  4.42212597e+05  2.01e-07 4.48e-09  1.21e-02     0s\n",
      "  10   4.42245748e+05  4.42240518e+05  1.52e-08 3.38e-10  1.14e-03     0s\n",
      "  11   4.42243956e+05  4.42242776e+05  4.08e-10 9.09e-12  2.57e-04     0s\n",
      "  12   4.42243617e+05  4.42243472e+05  3.96e-11 9.00e-13  3.16e-05     0s\n",
      "  13   4.42243570e+05  4.42243569e+05  1.99e-13 1.14e-13  1.16e-07     0s\n",
      "  14   4.42243570e+05  4.42243570e+05  7.11e-14 7.11e-14  1.16e-10     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.42243570e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T05:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16081 rows and 3264 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 683 rows, 2272 columns, 3614 nonzeros\n",
      "Presolved model has 1608 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.952e+03\n",
      " Factor NZ  : 8.722e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.166e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.93732803e+08 -3.81762647e+08  3.75e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.37875649e+07 -1.06513292e+07  3.25e+03 7.22e+01  8.91e+04     0s\n",
      "   2   5.03283332e+05 -7.19668028e+06  1.08e+01 2.41e-01  1.95e+03     0s\n",
      "   3   4.66699131e+05 -2.08089313e+04  1.61e-01 3.58e-03  1.06e+02     0s\n",
      "   4   4.55595187e+05  2.86167920e+05  5.08e-02 1.13e-03  3.69e+01     0s\n",
      "   5   4.52252502e+05  3.69605092e+05  2.39e-02 5.30e-04  1.80e+01     0s\n",
      "   6   4.47756977e+05  4.25350221e+05  5.29e-03 1.18e-04  4.87e+00     0s\n",
      "   7   4.43739894e+05  4.34473046e+05  1.58e-03 3.52e-05  2.02e+00     0s\n",
      "   8   4.41739802e+05  4.39668348e+05  1.57e-05 3.48e-07  4.50e-01     0s\n",
      "   9   4.41041791e+05  4.40989083e+05  1.41e-07 3.14e-09  1.15e-02     0s\n",
      "  10   4.41019972e+05  4.41014968e+05  1.05e-08 2.33e-10  1.09e-03     0s\n",
      "  11   4.41018195e+05  4.41017136e+05  2.41e-10 5.37e-12  2.30e-04     0s\n",
      "  12   4.41017884e+05  4.41017776e+05  1.94e-11 4.50e-13  2.34e-05     0s\n",
      "  13   4.41017850e+05  4.41017849e+05  1.28e-13 5.68e-14  1.11e-07     0s\n",
      "  14   4.41017850e+05  4.41017850e+05  7.11e-14 8.53e-14  1.61e-10     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.41017850e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T05:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16081 rows and 3264 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 683 rows, 2272 columns, 3614 nonzeros\n",
      "Presolved model has 1608 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.952e+03\n",
      " Factor NZ  : 8.722e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.166e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.93729596e+08 -3.81759942e+08  3.75e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.37854082e+07 -1.06502881e+07  3.25e+03 7.22e+01  8.91e+04     0s\n",
      "   2   5.01797291e+05 -7.19655617e+06  1.05e+01 2.34e-01  1.94e+03     0s\n",
      "   3   4.66116905e+05 -5.15003295e+03  1.55e-01 3.45e-03  1.03e+02     0s\n",
      "   4   4.55138089e+05  2.87748468e+05  5.02e-02 1.11e-03  3.64e+01     0s\n",
      "   5   4.51668414e+05  3.70016594e+05  2.36e-02 5.23e-04  1.78e+01     0s\n",
      "   6   4.46660491e+05  4.22371310e+05  5.31e-03 1.18e-04  5.28e+00     0s\n",
      "   7   4.43170938e+05  4.33436832e+05  1.78e-03 3.95e-05  2.12e+00     0s\n",
      "   8   4.41188809e+05  4.38848715e+05  3.45e-05 7.67e-07  5.09e-01     0s\n",
      "   9   4.40424160e+05  4.40364330e+05  3.42e-07 7.59e-09  1.30e-02     0s\n",
      "  10   4.40399919e+05  4.40393105e+05  3.15e-08 6.99e-10  1.48e-03     0s\n",
      "  11   4.40397594e+05  4.40395856e+05  2.86e-09 6.35e-11  3.78e-04     0s\n",
      "  12   4.40397051e+05  4.40396845e+05  2.36e-10 5.26e-12  4.48e-05     0s\n",
      "  13   4.40396982e+05  4.40396979e+05  2.88e-12 1.14e-13  7.51e-07     0s\n",
      "  14   4.40396981e+05  4.40396981e+05  5.68e-14 7.11e-14  1.18e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.40396981e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T06:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16081 rows and 3264 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 683 rows, 2272 columns, 3614 nonzeros\n",
      "Presolved model has 1608 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.952e+03\n",
      " Factor NZ  : 8.722e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.166e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.93723419e+08 -3.81754733e+08  3.75e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.37837717e+07 -1.06500473e+07  3.25e+03 7.22e+01  8.91e+04     0s\n",
      "   2   5.01197414e+05 -7.19701055e+06  1.06e+01 2.36e-01  1.94e+03     0s\n",
      "   3   4.65179430e+05 -1.21012343e+04  1.58e-01 3.51e-03  1.04e+02     0s\n",
      "   4   4.53900527e+05  2.85738098e+05  5.04e-02 1.12e-03  3.66e+01     0s\n",
      "   5   4.50457633e+05  3.68316683e+05  2.37e-02 5.27e-04  1.79e+01     0s\n",
      "   6   4.45935107e+05  4.23635679e+05  5.29e-03 1.18e-04  4.85e+00     0s\n",
      "   7   4.41957491e+05  4.32557204e+05  1.62e-03 3.60e-05  2.04e+00     0s\n",
      "   8   4.39916558e+05  4.37892471e+05  1.18e-05 2.62e-07  4.40e-01     0s\n",
      "   9   4.39227441e+05  4.39176060e+05  1.05e-07 2.34e-09  1.12e-02     0s\n",
      "  10   4.39205769e+05  4.39200854e+05  7.85e-09 1.74e-10  1.07e-03     0s\n",
      "  11   4.39203926e+05  4.39202908e+05  1.14e-10 2.56e-12  2.21e-04     0s\n",
      "  12   4.39203626e+05  4.39203524e+05  8.87e-12 2.13e-13  2.21e-05     0s\n",
      "  13   4.39203593e+05  4.39203592e+05  1.14e-13 7.11e-14  1.12e-07     0s\n",
      "  14   4.39203593e+05  4.39203593e+05  9.95e-14 5.68e-14  3.39e-10     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.39203593e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T06:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16081 rows and 3264 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 683 rows, 2272 columns, 3614 nonzeros\n",
      "Presolved model has 1608 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.952e+03\n",
      " Factor NZ  : 8.722e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.166e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.93713960e+08 -3.81746757e+08  3.75e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.37799436e+07 -1.06486358e+07  3.25e+03 7.22e+01  8.91e+04     0s\n",
      "   2   4.98979596e+05 -7.19721354e+06  1.04e+01 2.31e-01  1.93e+03     0s\n",
      "   3   4.63639917e+05 -1.45616179e+03  1.54e-01 3.41e-03  1.01e+02     0s\n",
      "   4   4.52239582e+05  2.85512777e+05  4.99e-02 1.11e-03  3.63e+01     0s\n",
      "   5   4.48666491e+05  3.67094390e+05  2.35e-02 5.23e-04  1.77e+01     0s\n",
      "   6   4.43643957e+05  4.19526281e+05  5.28e-03 1.17e-04  5.25e+00     0s\n",
      "   7   4.40185249e+05  4.30297617e+05  1.81e-03 4.02e-05  2.15e+00     0s\n",
      "   8   4.38158493e+05  4.35868529e+05  2.92e-05 6.50e-07  4.98e-01     0s\n",
      "   9   4.37403846e+05  4.37345401e+05  2.78e-07 6.18e-09  1.27e-02     0s\n",
      "  10   4.37379602e+05  4.37373190e+05  2.48e-08 5.52e-10  1.39e-03     0s\n",
      "  11   4.37377266e+05  4.37375607e+05  1.89e-09 4.21e-11  3.61e-04     0s\n",
      "  12   4.37376727e+05  4.37376558e+05  1.23e-10 2.76e-12  3.68e-05     0s\n",
      "  13   4.37376669e+05  4.37376667e+05  1.14e-12 7.11e-14  4.91e-07     0s\n",
      "  14   4.37376668e+05  4.37376668e+05  1.14e-13 5.68e-14  2.39e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.37376668e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T06:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16081 rows and 3264 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 683 rows, 2272 columns, 3614 nonzeros\n",
      "Presolved model has 1608 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.952e+03\n",
      " Factor NZ  : 8.722e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.166e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.93706502e+08 -3.81740467e+08  3.75e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.37778146e+07 -1.06483254e+07  3.25e+03 7.22e+01  8.91e+04     0s\n",
      "   2   4.98295710e+05 -7.19779492e+06  1.05e+01 2.34e-01  1.94e+03     0s\n",
      "   3   4.62512039e+05 -1.05129180e+04  1.57e-01 3.48e-03  1.03e+02     0s\n",
      "   4   4.50729056e+05  2.82804402e+05  5.04e-02 1.12e-03  3.65e+01     0s\n",
      "   5   4.47192923e+05  3.65070844e+05  2.37e-02 5.27e-04  1.79e+01     0s\n",
      "   6   4.42669900e+05  4.20407299e+05  5.29e-03 1.18e-04  4.84e+00     0s\n",
      "   7   4.38721152e+05  4.29159086e+05  1.65e-03 3.66e-05  2.08e+00     0s\n",
      "   8   4.36639691e+05  4.34668061e+05  8.59e-06 1.91e-07  4.29e-01     0s\n",
      "   9   4.35960541e+05  4.35910428e+05  7.28e-08 1.62e-09  1.09e-02     0s\n",
      "  10   4.35939122e+05  4.35934231e+05  5.50e-09 1.22e-10  1.06e-03     0s\n",
      "  11   4.35937193e+05  4.35936116e+05  1.36e-10 3.04e-12  2.34e-04     0s\n",
      "  12   4.35936865e+05  4.35936750e+05  1.16e-11 2.77e-13  2.51e-05     0s\n",
      "  13   4.35936827e+05  4.35936826e+05  1.42e-13 1.14e-13  1.77e-07     0s\n",
      "  14   4.35936827e+05  4.35936827e+05  8.53e-14 8.53e-14  1.48e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.35936827e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T06:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16081 rows and 3264 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 683 rows, 2272 columns, 3614 nonzeros\n",
      "Presolved model has 1608 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.952e+03\n",
      " Factor NZ  : 8.722e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.166e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.93702280e+08 -3.81736907e+08  3.75e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.37751168e+07 -1.06466163e+07  3.25e+03 7.22e+01  8.91e+04     0s\n",
      "   2   4.95512885e+05 -7.19720233e+06  9.89e+00 2.20e-01  1.92e+03     0s\n",
      "   3   4.61686179e+05  2.24119523e+04  1.46e-01 3.24e-03  9.57e+01     0s\n",
      "   4   4.49054665e+05  2.93673469e+05  4.75e-02 1.06e-03  3.38e+01     0s\n",
      "   5   4.46182834e+05  3.63654528e+05  2.44e-02 5.43e-04  1.79e+01     0s\n",
      "   6   4.41876959e+05  4.19598184e+05  5.24e-03 1.16e-04  4.85e+00     0s\n",
      "   7   4.37854023e+05  4.28277567e+05  1.55e-03 3.45e-05  2.08e+00     0s\n",
      "   8   4.35777134e+05  4.34016853e+05  1.55e-09 3.46e-11  3.83e-01     0s\n",
      "   9   4.35140366e+05  4.35099964e+05  8.82e-12 1.82e-12  8.79e-03     0s\n",
      "  10   4.35122527e+05  4.35118691e+05  6.39e-13 1.35e-13  8.34e-04     0s\n",
      "  11   4.35120897e+05  4.35120364e+05  1.14e-13 7.11e-14  1.16e-04     0s\n",
      "  12   4.35120727e+05  4.35120683e+05  9.95e-14 7.11e-14  9.57e-06     0s\n",
      "  13   4.35120712e+05  4.35120711e+05  8.53e-14 8.53e-14  5.27e-08     0s\n",
      "  14   4.35120712e+05  4.35120712e+05  9.95e-14 7.11e-14  6.25e-10     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.35120712e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T07:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16092 rows and 3276 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 672 rows, 2250 columns, 3570 nonzeros\n",
      "Presolved model has 1596 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.920e+03\n",
      " Factor NZ  : 8.578e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.146e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.90325538e+08 -3.79186105e+08  3.73e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.37970806e+07 -1.06140047e+07  3.25e+03 7.28e+01  8.98e+04     0s\n",
      "   2   4.97305015e+05 -7.14642179e+06  1.04e+01 2.32e-01  1.94e+03     0s\n",
      "   3   4.62132600e+05 -5.63720066e+03  1.57e-01 3.51e-03  1.03e+02     0s\n",
      "   4   4.50708452e+05  2.87384852e+05  4.97e-02 1.11e-03  3.59e+01     0s\n",
      "   5   4.47282630e+05  3.67334081e+05  2.34e-02 5.24e-04  1.76e+01     0s\n",
      "   6   4.42312143e+05  4.18375401e+05  5.31e-03 1.19e-04  5.26e+00     0s\n",
      "   7   4.38591432e+05  4.30059628e+05  1.50e-03 3.36e-05  1.87e+00     0s\n",
      "   8   4.36878775e+05  4.34502208e+05  6.71e-05 1.50e-06  5.22e-01     0s\n",
      "   9   4.36137093e+05  4.36078386e+05  6.16e-07 1.38e-08  1.29e-02     0s\n",
      "  10   4.36112674e+05  4.36106675e+05  5.09e-08 1.14e-09  1.32e-03     0s\n",
      "  11   4.36110464e+05  4.36108912e+05  3.15e-09 7.05e-11  3.41e-04     0s\n",
      "  12   4.36109953e+05  4.36109817e+05  1.65e-10 3.72e-12  2.99e-05     0s\n",
      "  13   4.36109906e+05  4.36109904e+05  1.07e-12 5.68e-14  3.14e-07     0s\n",
      "  14   4.36109905e+05  4.36109905e+05  7.11e-14 7.11e-14  6.99e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.36109905e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T07:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16092 rows and 3276 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 672 rows, 2250 columns, 3570 nonzeros\n",
      "Presolved model has 1596 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.920e+03\n",
      " Factor NZ  : 8.578e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.146e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.90338598e+08 -3.79197119e+08  3.73e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.37998530e+07 -1.06148269e+07  3.25e+03 7.28e+01  8.98e+04     0s\n",
      "   2   4.99290716e+05 -7.14599318e+06  1.04e+01 2.32e-01  1.94e+03     0s\n",
      "   3   4.64187615e+05 -3.30762917e+03  1.57e-01 3.51e-03  1.03e+02     0s\n",
      "   4   4.53170397e+05  2.90502418e+05  4.95e-02 1.11e-03  3.57e+01     0s\n",
      "   5   4.49799032e+05  3.70276371e+05  2.33e-02 5.22e-04  1.75e+01     0s\n",
      "   6   4.44806239e+05  4.21112380e+05  5.25e-03 1.18e-04  5.20e+00     0s\n",
      "   7   4.41120969e+05  4.32593799e+05  1.51e-03 3.37e-05  1.87e+00     0s\n",
      "   8   4.39407722e+05  4.37048576e+05  6.55e-05 1.47e-06  5.18e-01     0s\n",
      "   9   4.38667059e+05  4.38606277e+05  6.65e-07 1.49e-08  1.33e-02     0s\n",
      "  10   4.38642546e+05  4.38636433e+05  5.45e-08 1.22e-09  1.34e-03     0s\n",
      "  11   4.38640412e+05  4.38638836e+05  3.34e-09 7.47e-11  3.46e-04     0s\n",
      "  12   4.38639909e+05  4.38639757e+05  2.03e-10 4.56e-12  3.33e-05     0s\n",
      "  13   4.38639857e+05  4.38639855e+05  1.69e-12 7.11e-14  4.25e-07     0s\n",
      "  14   4.38639856e+05  4.38639856e+05  7.11e-14 1.14e-13  7.08e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.38639856e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T07:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16092 rows and 3276 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 672 rows, 2250 columns, 3570 nonzeros\n",
      "Presolved model has 1596 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.920e+03\n",
      " Factor NZ  : 8.578e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.146e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.90346755e+08 -3.79203997e+08  3.73e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.38038653e+07 -1.06166153e+07  3.25e+03 7.28e+01  8.98e+04     0s\n",
      "   2   5.02101270e+05 -7.14608553e+06  1.09e+01 2.43e-01  1.95e+03     0s\n",
      "   3   4.65589461e+05 -2.67942000e+04  1.65e-01 3.70e-03  1.08e+02     0s\n",
      "   4   4.54525599e+05  2.88708998e+05  5.05e-02 1.13e-03  3.64e+01     0s\n",
      "   5   4.51343266e+05  3.70161612e+05  2.38e-02 5.33e-04  1.78e+01     0s\n",
      "   6   4.46875689e+05  4.25025693e+05  5.20e-03 1.16e-04  4.80e+00     0s\n",
      "   7   4.42591670e+05  4.34486102e+05  1.26e-03 2.82e-05  1.78e+00     0s\n",
      "   8   4.40915846e+05  4.38823109e+05  4.12e-05 9.21e-07  4.60e-01     0s\n",
      "   9   4.40242503e+05  4.40189366e+05  3.68e-07 8.23e-09  1.17e-02     0s\n",
      "  10   4.40220882e+05  4.40215898e+05  2.68e-08 6.00e-10  1.09e-03     0s\n",
      "  11   4.40219081e+05  4.40218061e+05  3.80e-10 8.53e-12  2.24e-04     0s\n",
      "  12   4.40218780e+05  4.40218666e+05  3.35e-11 7.73e-13  2.52e-05     0s\n",
      "  13   4.40218743e+05  4.40218742e+05  2.56e-13 8.53e-14  2.08e-07     0s\n",
      "  14   4.40218742e+05  4.40218742e+05  1.14e-13 8.53e-14  4.68e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.40218742e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T07:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16092 rows and 3276 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 672 rows, 2250 columns, 3570 nonzeros\n",
      "Presolved model has 1596 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.920e+03\n",
      " Factor NZ  : 8.578e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.146e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.90336193e+08 -3.79195090e+08  3.73e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.38048985e+07 -1.06170969e+07  3.25e+03 7.28e+01  8.98e+04     0s\n",
      "   2   5.01688338e+05 -7.14616561e+06  1.12e+01 2.51e-01  1.96e+03     0s\n",
      "   3   4.64025236e+05 -4.76014865e+04  1.72e-01 3.84e-03  1.13e+02     0s\n",
      "   4   4.52375188e+05  2.82869095e+05  5.13e-02 1.15e-03  3.72e+01     0s\n",
      "   5   4.49261756e+05  3.66587257e+05  2.41e-02 5.39e-04  1.82e+01     0s\n",
      "   6   4.44876360e+05  4.22704699e+05  5.22e-03 1.17e-04  4.87e+00     0s\n",
      "   7   4.40458985e+05  4.32690144e+05  1.16e-03 2.60e-05  1.71e+00     0s\n",
      "   8   4.38864471e+05  4.36787840e+05  4.21e-05 9.42e-07  4.56e-01     0s\n",
      "   9   4.38204746e+05  4.38151697e+05  3.92e-07 8.78e-09  1.16e-02     0s\n",
      "  10   4.38183605e+05  4.38178481e+05  2.98e-08 6.66e-10  1.13e-03     0s\n",
      "  11   4.38181796e+05  4.38180739e+05  3.91e-10 8.76e-12  2.32e-04     0s\n",
      "  12   4.38181485e+05  4.38181366e+05  3.54e-11 8.13e-13  2.62e-05     0s\n",
      "  13   4.38181446e+05  4.38181446e+05  2.70e-13 8.53e-14  1.61e-07     0s\n",
      "  14   4.38181446e+05  4.38181446e+05  1.42e-13 7.11e-14  2.19e-10     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.38181446e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T08:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16092 rows and 3276 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 672 rows, 2250 columns, 3570 nonzeros\n",
      "Presolved model has 1596 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.920e+03\n",
      " Factor NZ  : 8.578e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.146e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.90289666e+08 -3.79155857e+08  3.73e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.37982618e+07 -1.06153382e+07  3.25e+03 7.28e+01  8.99e+04     0s\n",
      "   2   4.96132234e+05 -7.14659891e+06  1.17e+01 2.62e-01  1.97e+03     0s\n",
      "   3   4.56940789e+05 -8.04533394e+04  1.80e-01 4.03e-03  1.18e+02     0s\n",
      "   4   4.43695171e+05  2.54531019e+05  5.75e-02 1.29e-03  4.16e+01     0s\n",
      "   5   4.40438665e+05  3.46013905e+05  2.77e-02 6.19e-04  2.07e+01     0s\n",
      "   6   4.36568027e+05  4.07622092e+05  6.94e-03 1.55e-04  6.36e+00     0s\n",
      "   7   4.31623787e+05  4.23791854e+05  1.05e-03 2.36e-05  1.72e+00     0s\n",
      "   8   4.30019833e+05  4.27607709e+05  6.45e-05 1.44e-06  5.30e-01     0s\n",
      "   9   4.29277778e+05  4.29212859e+05  7.25e-07 1.62e-08  1.43e-02     0s\n",
      "  10   4.29252382e+05  4.29246182e+05  5.86e-08 1.31e-09  1.36e-03     0s\n",
      "  11   4.29250317e+05  4.29248490e+05  1.14e-09 2.56e-11  4.01e-04     0s\n",
      "  12   4.29249783e+05  4.29249553e+05  1.21e-10 2.71e-12  5.06e-05     0s\n",
      "  13   4.29249707e+05  4.29249704e+05  1.35e-12 8.53e-14  7.53e-07     0s\n",
      "  14   4.29249706e+05  4.29249706e+05  1.28e-13 8.53e-14  9.24e-10     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.29249706e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T08:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16092 rows and 3276 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 672 rows, 2244 columns, 3564 nonzeros\n",
      "Presolved model has 1596 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.920e+03\n",
      " Factor NZ  : 8.578e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.146e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.90194544e+08 -3.79057768e+08  3.73e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.31900746e+07 -1.03764738e+07  3.13e+03 7.01e+01  8.63e+04     0s\n",
      "   2   4.73132560e+05 -7.10348116e+06  9.17e+00 2.05e-01  1.90e+03     0s\n",
      "   3   4.42334462e+05 -6.94694523e+04  2.86e-01 6.39e-03  1.13e+02     0s\n",
      "   4   4.28710975e+05  1.24038808e+05  1.25e-01 2.80e-03  6.71e+01     0s\n",
      "   5   4.22283622e+05  3.01123037e+05  4.05e-02 9.07e-04  2.67e+01     0s\n",
      "   6   4.17455713e+05  3.95199529e+05  3.63e-03 8.12e-05  4.90e+00     0s\n",
      "   7   4.13046739e+05  4.07056723e+05  7.06e-04 1.58e-05  1.32e+00     0s\n",
      "   8   4.11543675e+05  4.10371888e+05  7.06e-10 1.58e-11  2.58e-01     0s\n",
      "   9   4.11145554e+05  4.11097694e+05  8.00e-12 2.05e-12  1.05e-02     0s\n",
      "  10   4.11127528e+05  4.11123426e+05  6.25e-13 1.85e-13  9.02e-04     0s\n",
      "  11   4.11126002e+05  4.11125372e+05  7.11e-14 8.53e-14  1.39e-04     0s\n",
      "  12   4.11125781e+05  4.11125742e+05  8.53e-14 7.11e-14  8.61e-06     0s\n",
      "  13   4.11125766e+05  4.11125766e+05  8.53e-14 7.11e-14  4.14e-08     0s\n",
      "  14   4.11125766e+05  4.11125766e+05  5.68e-14 1.14e-13  4.16e-11     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.11125766e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T08:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16092 rows and 3276 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 672 rows, 2244 columns, 3564 nonzeros\n",
      "Presolved model has 1596 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.920e+03\n",
      " Factor NZ  : 8.578e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.146e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.90091318e+08 -3.78970725e+08  3.73e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.31575430e+07 -1.03650678e+07  3.13e+03 7.00e+01  8.62e+04     0s\n",
      "   2   4.53224551e+05 -7.10152323e+06  8.01e+00 1.79e-01  1.86e+03     0s\n",
      "   3   4.26335892e+05 -1.16725188e+05  3.49e-01 7.81e-03  1.20e+02     0s\n",
      "   4   4.07150697e+05  1.30634122e+05  1.14e-01 2.54e-03  6.09e+01     0s\n",
      "   5   4.01907857e+05  2.99114488e+05  3.52e-02 7.88e-04  2.26e+01     0s\n",
      "   6   3.97095274e+05  3.80072739e+05  2.40e-03 5.36e-05  3.75e+00     0s\n",
      "   7   3.93807249e+05  3.87784781e+05  7.25e-04 1.62e-05  1.32e+00     0s\n",
      "   8   3.91929929e+05  3.90764261e+05  1.38e-05 3.08e-07  2.56e-01     0s\n",
      "   9   3.91528999e+05  3.91451178e+05  1.38e-11 1.82e-12  1.71e-02     0s\n",
      "  10   3.91502608e+05  3.91497528e+05  8.53e-13 1.28e-13  1.12e-03     0s\n",
      "  11   3.91501466e+05  3.91498907e+05  1.28e-13 7.11e-14  5.63e-04     0s\n",
      "  12   3.91500741e+05  3.91500329e+05  9.24e-14 5.68e-14  9.06e-05     0s\n",
      "  13   3.91500609e+05  3.91500587e+05  8.53e-14 9.95e-14  4.69e-06     0s\n",
      "  14   3.91500602e+05  3.91500602e+05  5.68e-14 8.53e-14  4.79e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 3.91500602e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T08:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16092 rows and 3276 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 672 rows, 2244 columns, 3564 nonzeros\n",
      "Presolved model has 1596 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.920e+03\n",
      " Factor NZ  : 8.578e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.146e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.90014227e+08 -3.78905721e+08  3.73e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.31153753e+07 -1.03504174e+07  3.12e+03 6.99e+01  8.61e+04     0s\n",
      "   2   4.41103674e+05 -7.10162691e+06  7.99e+00 1.79e-01  1.86e+03     0s\n",
      "   3   4.14778436e+05 -1.45694956e+05  3.91e-01 8.74e-03  1.24e+02     0s\n",
      "   4   3.92849593e+05  1.15895506e+05  1.21e-01 2.70e-03  6.10e+01     0s\n",
      "   5   3.87034436e+05  2.84326883e+05  3.70e-02 8.29e-04  2.26e+01     0s\n",
      "   6   3.82543084e+05  3.62681560e+05  3.20e-03 7.16e-05  4.37e+00     0s\n",
      "   7   3.78935183e+05  3.71409734e+05  8.61e-04 1.93e-05  1.66e+00     0s\n",
      "   8   3.77195762e+05  3.75977823e+05  1.00e-06 2.24e-08  2.68e-01     0s\n",
      "   9   3.76866776e+05  3.76828721e+05  1.07e-12 8.40e-13  8.37e-03     0s\n",
      "  10   3.76851934e+05  3.76848013e+05  1.28e-13 6.70e-14  8.62e-04     0s\n",
      "  11   3.76850647e+05  3.76849386e+05  6.39e-14 8.53e-14  2.77e-04     0s\n",
      "  12   3.76850260e+05  3.76850042e+05  4.97e-14 5.68e-14  4.79e-05     0s\n",
      "  13   3.76850182e+05  3.76850179e+05  7.11e-14 7.11e-14  6.44e-07     0s\n",
      "  14   3.76850181e+05  3.76850181e+05  4.26e-14 4.26e-14  7.31e-10     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 3.76850181e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T09:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16092 rows and 3288 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 672 rows, 2232 columns, 3552 nonzeros\n",
      "Presolved model has 1584 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.920e+03\n",
      " Factor NZ  : 8.578e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.146e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.86496828e+08 -3.76200130e+08  3.70e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.30108022e+07 -1.01638985e+07  3.11e+03 6.99e+01  8.61e+04     0s\n",
      "   2   4.31993425e+05 -6.96857678e+06  8.01e+00 1.80e-01  1.84e+03     0s\n",
      "   3   4.05397291e+05 -1.30441273e+05  3.79e-01 8.54e-03  1.19e+02     0s\n",
      "   4   3.84375544e+05  1.34469056e+05  1.12e-01 2.52e-03  5.54e+01     0s\n",
      "   5   3.79938837e+05  2.78326075e+05  3.49e-02 7.86e-04  2.25e+01     0s\n",
      "   6   3.75403259e+05  3.59702085e+05  2.34e-03 5.28e-05  3.47e+00     0s\n",
      "   7   3.71331407e+05  3.65463345e+05  4.53e-04 1.02e-05  1.30e+00     0s\n",
      "   8   3.70010361e+05  3.69125887e+05  4.53e-10 1.02e-11  1.96e-01     0s\n",
      "   9   3.69756021e+05  3.69746317e+05  1.07e-12 7.72e-13  2.15e-03     0s\n",
      "  10   3.69751782e+05  3.69750193e+05  7.11e-14 8.53e-14  3.51e-04     0s\n",
      "  11   3.69751294e+05  3.69751048e+05  5.68e-14 9.95e-14  5.43e-05     0s\n",
      "  12   3.69751212e+05  3.69751204e+05  1.07e-13 7.11e-14  1.74e-06     0s\n",
      "  13   3.69751209e+05  3.69751209e+05  7.11e-14 5.68e-14  3.59e-08     0s\n",
      "  14   3.69751209e+05  3.69751209e+05  6.39e-14 8.53e-14  1.50e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 3.69751209e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T09:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16092 rows and 3288 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 672 rows, 2232 columns, 3552 nonzeros\n",
      "Presolved model has 1584 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.920e+03\n",
      " Factor NZ  : 8.578e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.146e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.86518709e+08 -3.76218583e+08  3.70e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.29857657e+07 -1.01582644e+07  3.10e+03 6.98e+01  8.60e+04     0s\n",
      "   2   4.39547228e+05 -6.97514760e+06  9.32e+00 2.10e-01  1.87e+03     0s\n",
      "   3   4.08163201e+05 -7.20994496e+04  2.89e-01 6.51e-03  1.07e+02     0s\n",
      "   4   3.91612789e+05  9.60685318e+04  1.35e-01 3.03e-03  6.55e+01     0s\n",
      "   5   3.84376491e+05  2.50792714e+05  5.81e-02 1.31e-03  2.96e+01     0s\n",
      "   6   3.81711546e+05  3.27686021e+05  1.86e-02 4.18e-04  1.20e+01     0s\n",
      "   7   3.77959291e+05  3.65010867e+05  4.04e-03 9.11e-05  2.86e+00     0s\n",
      "   8   3.74790730e+05  3.72534133e+05  4.91e-05 1.10e-06  4.99e-01     0s\n",
      "   9   3.73939694e+05  3.73778284e+05  4.91e-11 1.71e-12  3.57e-02     0s\n",
      "  10   3.73885829e+05  3.73879801e+05  1.48e-12 3.13e-13  1.33e-03     0s\n",
      "  11   3.73884174e+05  3.73882353e+05  2.63e-13 5.68e-14  4.03e-04     0s\n",
      "  12   3.73883675e+05  3.73883278e+05  8.53e-14 5.68e-14  8.77e-05     0s\n",
      "  13   3.73883558e+05  3.73883497e+05  5.68e-14 8.53e-14  1.35e-05     0s\n",
      "  14   3.73883539e+05  3.73883539e+05  9.24e-14 7.11e-14  4.04e-08     0s\n",
      "  15   3.73883539e+05  3.73883539e+05  9.95e-14 9.95e-14  9.41e-10     0s\n",
      "\n",
      "Barrier solved model in 15 iterations and 0.02 seconds\n",
      "Optimal objective 3.73883539e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T09:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16092 rows and 3288 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 672 rows, 2232 columns, 3552 nonzeros\n",
      "Presolved model has 1584 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.920e+03\n",
      " Factor NZ  : 8.578e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.146e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.86577035e+08 -3.76267771e+08  3.70e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.30093266e+07 -1.01665067e+07  3.10e+03 6.98e+01  8.60e+04     0s\n",
      "   2   4.47607059e+05 -6.97623796e+06  8.98e+00 2.02e-01  1.87e+03     0s\n",
      "   3   4.17297956e+05 -6.04821337e+04  2.98e-01 6.72e-03  1.06e+02     0s\n",
      "   4   3.98037687e+05  1.70467264e+05  9.22e-02 2.08e-03  5.04e+01     0s\n",
      "   5   3.95257453e+05  2.82526381e+05  3.58e-02 8.07e-04  2.49e+01     0s\n",
      "   6   3.91284267e+05  3.59729495e+05  6.79e-03 1.53e-04  6.98e+00     0s\n",
      "   7   3.87631261e+05  3.77905367e+05  1.64e-03 3.69e-05  2.15e+00     0s\n",
      "   8   3.85506468e+05  3.83366929e+05  1.07e-04 2.41e-06  4.73e-01     0s\n",
      "   9   3.84954775e+05  3.84904866e+05  1.13e-07 2.55e-09  1.10e-02     0s\n",
      "  10   3.84934273e+05  3.84929536e+05  9.15e-09 2.06e-10  1.05e-03     0s\n",
      "  11   3.84932679e+05  3.84930906e+05  2.58e-10 5.83e-12  3.92e-04     0s\n",
      "  12   3.84932181e+05  3.84931892e+05  3.94e-11 9.05e-13  6.39e-05     0s\n",
      "  13   3.84932090e+05  3.84932070e+05  2.42e-13 8.53e-14  4.35e-06     0s\n",
      "  14   3.84932084e+05  3.84932083e+05  7.11e-14 9.95e-14  2.14e-08     0s\n",
      "  15   3.84932084e+05  3.84932084e+05  7.11e-14 7.11e-14  3.67e-10     0s\n",
      "\n",
      "Barrier solved model in 15 iterations and 0.02 seconds\n",
      "Optimal objective 3.84932084e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T09:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16092 rows and 3288 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 672 rows, 2232 columns, 3552 nonzeros\n",
      "Presolved model has 1584 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.920e+03\n",
      " Factor NZ  : 8.578e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.146e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.86647070e+08 -3.76326833e+08  3.70e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.30391664e+07 -1.01756613e+07  3.10e+03 6.99e+01  8.61e+04     0s\n",
      "   2   4.57130664e+05 -6.97484525e+06  8.53e+00 1.92e-01  1.86e+03     0s\n",
      "   3   4.27957983e+05 -2.74772733e+04  2.85e-01 6.41e-03  1.01e+02     0s\n",
      "   4   4.10194771e+05  2.26912138e+05  7.60e-02 1.71e-03  4.06e+01     0s\n",
      "   5   4.07761672e+05  3.21022250e+05  3.15e-02 7.10e-04  1.92e+01     0s\n",
      "   6   4.03869909e+05  3.81986014e+05  4.67e-03 1.05e-04  4.84e+00     0s\n",
      "   7   4.00341746e+05  3.92566755e+05  1.06e-03 2.38e-05  1.72e+00     0s\n",
      "   8   3.98673373e+05  3.97166656e+05  1.16e-06 2.62e-08  3.33e-01     0s\n",
      "   9   3.98294308e+05  3.98265351e+05  8.52e-09 1.92e-10  6.40e-03     0s\n",
      "  10   3.98283470e+05  3.98281036e+05  4.35e-10 9.81e-12  5.38e-04     0s\n",
      "  11   3.98282626e+05  3.98282205e+05  9.24e-12 2.30e-13  9.32e-05     0s\n",
      "  12   3.98282492e+05  3.98282456e+05  6.68e-13 8.53e-14  8.06e-06     0s\n",
      "  13   3.98282479e+05  3.98282479e+05  4.26e-14 8.53e-14  5.48e-08     0s\n",
      "  14   3.98282479e+05  3.98282479e+05  6.39e-14 8.53e-14  2.53e-10     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 3.98282479e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T10:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16092 rows and 3276 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 672 rows, 2250 columns, 3570 nonzeros\n",
      "Presolved model has 1596 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.920e+03\n",
      " Factor NZ  : 8.578e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.146e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.92733373e+08 -3.81567393e+08  3.73e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.37409958e+07 -1.05779879e+07  3.24e+03 7.25e+01  8.95e+04     0s\n",
      "   2   4.80057987e+05 -7.13114602e+06  1.09e+01 2.45e-01  1.95e+03     0s\n",
      "   3   4.43182185e+05 -3.56067461e+04  2.21e-01 4.95e-03  1.05e+02     0s\n",
      "   4   4.31265574e+05  1.41811913e+05  1.08e-01 2.42e-03  6.37e+01     0s\n",
      "   5   4.24512970e+05  3.20037471e+05  3.28e-02 7.35e-04  2.30e+01     0s\n",
      "   6   4.19904501e+05  3.92388811e+05  5.94e-03 1.33e-04  6.05e+00     0s\n",
      "   7   4.16313365e+05  4.05841900e+05  1.73e-03 3.86e-05  2.30e+00     0s\n",
      "   8   4.14200734e+05  4.12613110e+05  1.27e-05 2.83e-07  3.49e-01     0s\n",
      "   9   4.13576374e+05  4.13525601e+05  3.82e-08 8.54e-10  1.11e-02     0s\n",
      "  10   4.13556329e+05  4.13551683e+05  2.80e-09 6.27e-11  1.02e-03     0s\n",
      "  11   4.13554832e+05  4.13553300e+05  1.14e-13 8.53e-14  3.36e-04     0s\n",
      "  12   4.13554428e+05  4.13554145e+05  7.11e-14 8.53e-14  6.21e-05     0s\n",
      "  13   4.13554343e+05  4.13554322e+05  5.68e-14 8.53e-14  4.63e-06     0s\n",
      "  14   4.13554336e+05  4.13554336e+05  9.95e-14 2.84e-14  5.23e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.13554336e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T10:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16092 rows and 3276 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 672 rows, 2250 columns, 3570 nonzeros\n",
      "Presolved model has 1596 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.920e+03\n",
      " Factor NZ  : 8.578e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.146e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.92823634e+08 -3.81643583e+08  3.73e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.37785439e+07 -1.05926831e+07  3.25e+03 7.26e+01  8.96e+04     0s\n",
      "   2   4.93429233e+05 -7.13065903e+06  1.07e+01 2.40e-01  1.94e+03     0s\n",
      "   3   4.57233833e+05 -5.71079355e+03  1.91e-01 4.27e-03  1.02e+02     0s\n",
      "   4   4.43456936e+05  2.95288946e+05  5.41e-02 1.21e-03  3.25e+01     0s\n",
      "   5   4.41125974e+05  3.64521293e+05  2.70e-02 6.05e-04  1.68e+01     0s\n",
      "   6   4.37378394e+05  4.14016250e+05  6.61e-03 1.48e-04  5.13e+00     0s\n",
      "   7   4.33679553e+05  4.23248442e+05  2.09e-03 4.68e-05  2.29e+00     0s\n",
      "   8   4.31420910e+05  4.30087857e+05  1.55e-05 3.46e-07  2.93e-01     0s\n",
      "   9   4.30838840e+05  4.30790006e+05  2.46e-07 5.49e-09  1.07e-02     0s\n",
      "  10   4.30818347e+05  4.30814059e+05  1.63e-08 3.64e-10  9.41e-04     0s\n",
      "  11   4.30816738e+05  4.30815805e+05  3.68e-10 8.25e-12  2.05e-04     0s\n",
      "  12   4.30816461e+05  4.30816324e+05  3.91e-11 8.99e-13  3.01e-05     0s\n",
      "  13   4.30816415e+05  4.30816414e+05  2.42e-13 7.11e-14  1.74e-07     0s\n",
      "  14   4.30816414e+05  4.30816414e+05  5.68e-14 5.68e-14  1.84e-10     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.30816414e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T10:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16092 rows and 3276 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 672 rows, 2246 columns, 3566 nonzeros\n",
      "Presolved model has 1596 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.920e+03\n",
      " Factor NZ  : 8.578e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.146e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.92921571e+08 -3.81713302e+08  3.73e+04 8.33e+02  1.00e+06     0s\n",
      "   1   8.15549010e+06 -8.86488909e+06  2.03e+03 4.53e+01  5.69e+04     0s\n",
      "   2   5.14736500e+05 -6.91450394e+06  1.28e+01 2.85e-01  1.95e+03     0s\n",
      "   3   4.73067513e+05 -1.69514841e+05  2.85e-01 6.37e-03  1.42e+02     0s\n",
      "   4   4.63453271e+05  2.89681865e+05  6.60e-02 1.48e-03  3.82e+01     0s\n",
      "   5   4.60343015e+05  3.73873713e+05  2.92e-02 6.53e-04  1.90e+01     0s\n",
      "   6   4.56112163e+05  4.26947996e+05  7.70e-03 1.72e-04  6.41e+00     0s\n",
      "   7   4.52810786e+05  4.42330627e+05  1.52e-03 3.40e-05  2.30e+00     0s\n",
      "   8   4.50400011e+05  4.49053118e+05  2.04e-05 4.56e-07  2.96e-01     0s\n",
      "   9   4.49835839e+05  4.49721464e+05  2.04e-11 1.13e-12  2.51e-02     0s\n",
      "  10   4.49801798e+05  4.49791670e+05  1.62e-12 1.03e-13  2.23e-03     0s\n",
      "  11   4.49799437e+05  4.49795873e+05  3.98e-13 7.11e-14  7.83e-04     0s\n",
      "  12   4.49798408e+05  4.49797803e+05  9.95e-14 8.53e-14  1.33e-04     0s\n",
      "  13   4.49798214e+05  4.49798163e+05  5.68e-14 8.53e-14  1.14e-05     0s\n",
      "  14   4.49798197e+05  4.49798197e+05  8.53e-14 5.68e-14  3.07e-08     0s\n",
      "  15   4.49798197e+05  4.49798197e+05  4.26e-14 4.26e-14  4.65e-11     0s\n",
      "\n",
      "Barrier solved model in 15 iterations and 0.02 seconds\n",
      "Optimal objective 4.49798197e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T10:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16092 rows and 3276 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 672 rows, 2244 columns, 3564 nonzeros\n",
      "Presolved model has 1596 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 1.920e+03\n",
      " Factor NZ  : 8.578e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.146e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   4.93019875e+08 -3.81790407e+08  3.73e+04 8.33e+02  1.00e+06     0s\n",
      "   1   8.55728427e+06 -8.98128154e+06  2.11e+03 4.73e+01  5.94e+04     0s\n",
      "   2   5.28061632e+05 -6.95355225e+06  1.20e+01 2.68e-01  1.94e+03     0s\n",
      "   3   4.89402778e+05 -9.21958697e+04  3.00e-01 6.72e-03  1.28e+02     0s\n",
      "   4   4.82252382e+05  3.22390508e+05  7.23e-02 1.62e-03  3.52e+01     0s\n",
      "   5   4.79172201e+05  4.01492072e+05  3.12e-02 6.98e-04  1.71e+01     0s\n",
      "   6   4.74888706e+05  4.47744863e+05  8.10e-03 1.81e-04  5.97e+00     0s\n",
      "   7   4.71707570e+05  4.63036413e+05  1.61e-03 3.61e-05  1.91e+00     0s\n",
      "   8   4.69592532e+05  4.68377959e+05  2.73e-06 6.12e-08  2.67e-01     0s\n",
      "   9   4.69118995e+05  4.69071420e+05  9.94e-09 2.22e-10  1.05e-02     0s\n",
      "  10   4.69102835e+05  4.69098852e+05  4.44e-10 9.94e-12  8.76e-04     0s\n",
      "  11   4.69101507e+05  4.69100874e+05  1.76e-11 4.15e-13  1.39e-04     0s\n",
      "  12   4.69101311e+05  4.69101233e+05  1.48e-12 8.53e-14  1.71e-05     0s\n",
      "  13   4.69101284e+05  4.69101283e+05  1.14e-13 7.11e-14  1.50e-07     0s\n",
      "  14   4.69101284e+05  4.69101284e+05  7.11e-14 9.95e-14  8.34e-09     0s\n",
      "\n",
      "Barrier solved model in 14 iterations and 0.02 seconds\n",
      "Optimal objective 4.69101284e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T11:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 16059 rows and 3168 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 705 rows, 2382 columns, 3768 nonzeros\n",
      "Presolved model has 1704 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 2.016e+03\n",
      " Factor NZ  : 9.010e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.205e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   5.31693617e+08 -4.12741675e+08  3.95e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.51125680e+07 -1.18010813e+07  3.49e+03 7.37e+01  9.12e+04     0s\n",
      "   2   5.31652164e+05 -7.89752634e+06  3.05e+00 6.43e-02  1.82e+03     0s\n",
      "   3   5.19032376e+05  2.45850389e+05  7.97e-02 1.68e-03  5.66e+01     0s\n",
      "   4   5.03943809e+05  4.57728175e+05  3.55e-03 7.49e-05  9.57e+00     0s\n",
      "   5   4.95868123e+05  4.80993661e+05  6.91e-04 1.46e-05  3.08e+00     0s\n",
      "   6   4.92607173e+05  4.88997108e+05  4.32e-05 9.11e-07  7.48e-01     0s\n",
      "   7   4.91481394e+05  4.91031958e+05  4.39e-06 9.26e-08  9.31e-02     0s\n",
      "   8   4.91327983e+05  4.91293902e+05  2.38e-07 5.03e-09  7.06e-03     0s\n",
      "   9   4.91315275e+05  4.91314398e+05  2.79e-09 5.88e-11  1.82e-04     0s\n",
      "  10   4.91314924e+05  4.91314889e+05  1.77e-11 4.00e-13  7.28e-06     0s\n",
      "  11   4.91314911e+05  4.91314909e+05  1.71e-13 4.26e-14  3.14e-07     0s\n",
      "  12   4.91314910e+05  4.91314910e+05  8.53e-14 8.53e-14  1.88e-08     0s\n",
      "  13   4.91314910e+05  4.91314910e+05  9.95e-14 8.53e-14  1.10e-09     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.02 seconds\n",
      "Optimal objective 4.91314910e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T11:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 16059 rows and 3168 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 705 rows, 2385 columns, 3771 nonzeros\n",
      "Presolved model has 1704 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 2.016e+03\n",
      " Factor NZ  : 9.010e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.205e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   5.31807026e+08 -4.12845516e+08  3.95e+04 8.33e+02  1.00e+06     0s\n",
      "   1   8.53976887e+06 -9.74979387e+06  2.09e+03 4.41e+01  5.55e+04     0s\n",
      "   2   5.43384440e+05 -7.60788937e+06  1.42e+00 2.99e-02  1.72e+03     0s\n",
      "   3   5.36242902e+05  2.40655374e+05  4.57e-02 9.63e-04  6.12e+01     0s\n",
      "   4   5.25488132e+05  4.73859620e+05  2.03e-03 4.29e-05  1.07e+01     0s\n",
      "   5   5.20270674e+05  4.92204860e+05  7.25e-04 1.53e-05  5.81e+00     0s\n",
      "   6   5.14856552e+05  5.09366344e+05  8.49e-05 1.79e-06  1.14e+00     0s\n",
      "   7   5.13244408e+05  5.12612474e+05  1.97e-06 4.15e-08  1.31e-01     0s\n",
      "   8   5.13063477e+05  5.13025848e+05  7.21e-08 1.52e-09  7.79e-03     0s\n",
      "   9   5.13050094e+05  5.13048893e+05  6.28e-10 1.33e-11  2.49e-04     0s\n",
      "  10   5.13049623e+05  5.13049590e+05  5.73e-12 1.48e-13  6.75e-06     0s\n",
      "  11   5.13049609e+05  5.13049608e+05  1.14e-13 8.53e-14  2.63e-07     0s\n",
      "  12   5.13049609e+05  5.13049608e+05  1.28e-13 7.11e-14  1.89e-08     0s\n",
      "  13   5.13049609e+05  5.13049609e+05  1.28e-13 5.68e-14  1.25e-09     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.02 seconds\n",
      "Optimal objective 5.13049609e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T11:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 16059 rows and 3168 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 705 rows, 2382 columns, 3768 nonzeros\n",
      "Presolved model has 1704 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 2.016e+03\n",
      " Factor NZ  : 9.010e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.205e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   5.31918166e+08 -4.12931122e+08  3.95e+04 8.33e+02  1.00e+06     0s\n",
      "   1   9.12356832e+06 -9.92116497e+06  2.22e+03 4.68e+01  5.89e+04     0s\n",
      "   2   5.60387007e+05 -7.67235830e+06  1.21e+00 2.55e-02  1.73e+03     0s\n",
      "   3   5.54597633e+05  3.06309319e+05  3.24e-02 6.85e-04  5.14e+01     0s\n",
      "   4   5.46675119e+05  4.95293048e+05  3.36e-03 7.09e-05  1.06e+01     0s\n",
      "   5   5.40736761e+05  5.17610881e+05  8.37e-04 1.77e-05  4.79e+00     0s\n",
      "   6   5.36207471e+05  5.31190392e+05  1.38e-04 2.91e-06  1.04e+00     0s\n",
      "   7   5.34818925e+05  5.34148234e+05  4.54e-06 9.57e-08  1.39e-01     0s\n",
      "   8   5.34626480e+05  5.34597895e+05  8.33e-08 1.76e-09  5.92e-03     0s\n",
      "   9   5.34616128e+05  5.34615692e+05  4.93e-11 1.07e-12  9.03e-05     0s\n",
      "  10   5.34615925e+05  5.34615914e+05  1.42e-13 8.53e-14  2.29e-06     0s\n",
      "  11   5.34615921e+05  5.34615921e+05  1.71e-13 4.26e-14  1.06e-07     0s\n",
      "  12   5.34615921e+05  5.34615921e+05  1.56e-13 5.68e-14  7.90e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.02 seconds\n",
      "Optimal objective 5.34615921e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T11:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 16059 rows and 3168 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 705 rows, 2382 columns, 3768 nonzeros\n",
      "Presolved model has 1704 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 2.016e+03\n",
      " Factor NZ  : 9.010e+03 (roughly 1 MByte of memory)\n",
      " Factor Ops : 1.205e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   5.32026146e+08 -4.13022494e+08  3.95e+04 8.33e+02  1.00e+06     0s\n",
      "   1   9.21651461e+06 -9.94535949e+06  2.24e+03 4.72e+01  5.93e+04     0s\n",
      "   2   6.13152451e+05 -7.67551173e+06  1.20e+01 2.54e-01  2.00e+03     0s\n",
      "   3   5.74645066e+05  1.75679759e+05  2.23e-01 4.70e-03  8.28e+01     0s\n",
      "   4   5.68284422e+05  5.01011804e+05  2.91e-02 6.13e-04  1.39e+01     0s\n",
      "   5   5.63813962e+05  5.25709897e+05  1.14e-02 2.39e-04  7.89e+00     0s\n",
      "   6   5.58556989e+05  5.47856395e+05  2.08e-03 4.38e-05  2.22e+00     0s\n",
      "   7   5.56513618e+05  5.54077253e+05  2.34e-04 4.94e-06  5.05e-01     0s\n",
      "   8   5.55784622e+05  5.55563687e+05  2.34e-10 4.96e-12  4.58e-02     0s\n",
      "   9   5.55715609e+05  5.55710985e+05  1.11e-12 8.53e-14  9.58e-04     0s\n",
      "  10   5.55713786e+05  5.55713703e+05  1.28e-13 8.53e-14  1.73e-05     0s\n",
      "  11   5.55713743e+05  5.55713739e+05  1.28e-13 8.53e-14  9.05e-07     0s\n",
      "  12   5.55713741e+05  5.55713741e+05  1.14e-13 9.95e-14  5.19e-08     0s\n",
      "  13   5.55713741e+05  5.55713741e+05  5.68e-14 2.84e-14  2.99e-09     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.02 seconds\n",
      "Optimal objective 5.55713741e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T12:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15674 rows and 2736 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1090 rows, 3164 columns, 5320 nonzeros\n",
      "Presolved model has 2136 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 3.136e+03\n",
      " Factor NZ  : 1.405e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 1.886e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   6.52713543e+08 -5.04552914e+08  4.85e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.59805418e+07 -1.32454807e+07  3.74e+03 6.43e+01  7.96e+04     0s\n",
      "   2   6.02287742e+05 -9.43529652e+06  3.74e-03 6.43e-05  1.56e+03     0s\n",
      "   3   5.99103938e+05  3.57091556e+05  7.55e-05 1.30e-06  3.77e+01     0s\n",
      "   4   5.85357061e+05  5.42959399e+05  6.36e-06 1.09e-07  6.60e+00     0s\n",
      "   5   5.78354080e+05  5.59957200e+05  1.65e-06 2.84e-08  2.86e+00     0s\n",
      "   6   5.74165520e+05  5.70220299e+05  1.23e-07 2.11e-09  6.14e-01     0s\n",
      "   7   5.73080525e+05  5.72094196e+05  1.29e-08 2.23e-10  1.53e-01     0s\n",
      "   8   5.72812282e+05  5.72724704e+05  1.73e-10 2.99e-12  1.36e-02     0s\n",
      "   9   5.72786851e+05  5.72785575e+05  8.10e-13 9.95e-14  1.99e-04     0s\n",
      "  10   5.72786414e+05  5.72786373e+05  1.28e-13 8.53e-14  6.51e-06     0s\n",
      "  11   5.72786396e+05  5.72786394e+05  1.28e-13 1.14e-13  4.54e-07     0s\n",
      "  12   5.72786395e+05  5.72786395e+05  1.42e-13 9.95e-14  2.41e-08     0s\n",
      "  13   5.72786395e+05  5.72786395e+05  1.71e-13 2.80e-14  2.01e-09     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.02 seconds\n",
      "Optimal objective 5.72786395e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T12:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15674 rows and 2736 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1090 rows, 3182 columns, 5338 nonzeros\n",
      "Presolved model has 2136 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 3.136e+03\n",
      " Factor NZ  : 1.405e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 1.886e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   6.52820043e+08 -5.04695893e+08  4.85e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.26854267e+07 -1.23298840e+07  3.05e+03 5.24e+01  6.59e+04     0s\n",
      "   2   6.31556358e+05 -9.39377318e+06  4.15e+00 7.13e-02  1.64e+03     0s\n",
      "   3   6.15728023e+05  2.39247522e+05  1.30e-01 2.23e-03  5.85e+01     0s\n",
      "   4   6.05285218e+05  5.40728788e+05  4.17e-03 7.17e-05  1.00e+01     0s\n",
      "   5   5.99011557e+05  5.67707407e+05  1.15e-03 1.98e-05  4.86e+00     0s\n",
      "   6   5.93960346e+05  5.86607655e+05  1.69e-04 2.90e-06  1.14e+00     0s\n",
      "   7   5.92410174e+05  5.91102473e+05  1.99e-05 3.43e-07  2.03e-01     0s\n",
      "   8   5.92101986e+05  5.91903255e+05  2.00e-11 3.68e-13  3.08e-02     0s\n",
      "   9   5.92047974e+05  5.92046039e+05  1.28e-13 1.14e-13  3.00e-04     0s\n",
      "  10   5.92047249e+05  5.92047194e+05  8.53e-14 1.14e-13  8.49e-06     0s\n",
      "  11   5.92047228e+05  5.92047224e+05  1.14e-13 4.26e-14  5.72e-07     0s\n",
      "  12   5.92047227e+05  5.92047226e+05  1.14e-13 1.14e-13  3.38e-08     0s\n",
      "  13   5.92047227e+05  5.92047227e+05  1.14e-13 8.53e-14  3.12e-09     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.02 seconds\n",
      "Optimal objective 5.92047227e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T12:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15674 rows and 2736 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1090 rows, 3168 columns, 5324 nonzeros\n",
      "Presolved model has 2136 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 3.136e+03\n",
      " Factor NZ  : 1.405e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 1.886e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   6.52919887e+08 -5.04745344e+08  4.85e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.57826694e+07 -1.33931898e+07  3.70e+03 6.36e+01  8.04e+04     0s\n",
      "   2   6.47688844e+05 -9.62007205e+06  4.31e+00 7.41e-02  1.68e+03     0s\n",
      "   3   6.31895926e+05  2.88563895e+05  1.18e-01 2.03e-03  5.34e+01     0s\n",
      "   4   6.25301486e+05  5.12630647e+05  3.48e-02 5.98e-04  1.75e+01     0s\n",
      "   5   6.18143948e+05  5.83381500e+05  6.85e-03 1.18e-04  5.40e+00     0s\n",
      "   6   6.13112341e+05  6.01804517e+05  1.31e-03 2.24e-05  1.76e+00     0s\n",
      "   7   6.11175051e+05  6.08881460e+05  2.25e-04 3.86e-06  3.57e-01     0s\n",
      "   8   6.10652515e+05  6.10373035e+05  1.05e-07 1.81e-09  4.35e-02     0s\n",
      "   9   6.10573308e+05  6.10570611e+05  8.74e-11 1.53e-12  4.19e-04     0s\n",
      "  10   6.10572099e+05  6.10571996e+05  1.71e-13 8.53e-14  1.59e-05     0s\n",
      "  11   6.10572055e+05  6.10572049e+05  1.71e-13 5.68e-14  1.01e-06     0s\n",
      "  12   6.10572053e+05  6.10572052e+05  1.71e-13 9.95e-14  5.66e-08     0s\n",
      "  13   6.10572053e+05  6.10572053e+05  1.71e-13 8.53e-14  4.98e-09     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.02 seconds\n",
      "Optimal objective 6.10572053e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T12:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15674 rows and 2736 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1090 rows, 3164 columns, 5320 nonzeros\n",
      "Presolved model has 2136 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 3.136e+03\n",
      " Factor NZ  : 1.405e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 1.886e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   6.53009881e+08 -5.04809628e+08  4.85e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.68317183e+07 -1.37755802e+07  3.91e+03 6.73e+01  8.52e+04     0s\n",
      "   2   6.67839347e+05 -9.67793538e+06  6.13e+00 1.05e-01  1.73e+03     0s\n",
      "   3   6.46890152e+05  3.18124945e+05  1.37e-01 2.36e-03  5.12e+01     0s\n",
      "   4   6.40041001e+05  5.83273797e+05  1.67e-02 2.86e-04  8.83e+00     0s\n",
      "   5   6.33284366e+05  6.12235222e+05  3.64e-03 6.26e-05  3.27e+00     0s\n",
      "   6   6.29000258e+05  6.24297940e+05  4.52e-04 7.77e-06  7.32e-01     0s\n",
      "   7   6.27595716e+05  6.26927027e+05  2.77e-05 4.77e-07  1.04e-01     0s\n",
      "   8   6.27338166e+05  6.27320473e+05  1.67e-07 2.87e-09  2.75e-03     0s\n",
      "   9   6.27330138e+05  6.27329727e+05  3.63e-11 6.47e-13  6.39e-05     0s\n",
      "  10   6.27329933e+05  6.27329909e+05  1.14e-13 7.11e-14  3.83e-06     0s\n",
      "  11   6.27329923e+05  6.27329922e+05  1.14e-13 8.53e-14  2.46e-07     0s\n",
      "  12   6.27329923e+05  6.27329923e+05  1.99e-13 4.26e-14  1.36e-08     0s\n",
      "  13   6.27329923e+05  6.27329923e+05  1.28e-13 8.53e-14  1.57e-09     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.02 seconds\n",
      "Optimal objective 6.27329923e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T13:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15487 rows and 2496 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1277 rows, 3574 columns, 6104 nonzeros\n",
      "Presolved model has 2376 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 3.680e+03\n",
      " Factor NZ  : 1.650e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.217e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   7.20127749e+08 -5.55663234e+08  5.35e+04 8.33e+02  1.00e+06     0s\n",
      "   1   2.26042457e+07 -1.62917590e+07  5.11e+03 7.95e+01  9.87e+04     0s\n",
      "   2   6.92190764e+05 -1.05064024e+07  7.29e+00 1.14e-01  1.67e+03     0s\n",
      "   3   6.65947742e+05  2.85589981e+05  1.52e-01 2.37e-03  5.24e+01     0s\n",
      "   4   6.53318326e+05  6.01522232e+05  8.01e-03 1.25e-04  7.13e+00     0s\n",
      "   5   6.44248447e+05  6.27330922e+05  1.19e-03 1.85e-05  2.33e+00     0s\n",
      "   6   6.41483291e+05  6.38379164e+05  4.32e-05 6.73e-07  4.27e-01     0s\n",
      "   7   6.40700210e+05  6.40062145e+05  6.26e-06 9.75e-08  8.78e-02     0s\n",
      "   8   6.40489505e+05  6.40458930e+05  6.41e-12 1.20e-13  4.21e-03     0s\n",
      "   9   6.40479109e+05  6.40478638e+05  1.71e-13 1.14e-13  6.48e-05     0s\n",
      "  10   6.40478860e+05  6.40478835e+05  1.42e-13 8.53e-14  3.42e-06     0s\n",
      "  11   6.40478848e+05  6.40478846e+05  2.13e-13 2.84e-14  2.25e-07     0s\n",
      "  12   6.40478847e+05  6.40478847e+05  1.99e-13 8.53e-14  1.33e-08     0s\n",
      "  13   6.40478847e+05  6.40478847e+05  1.28e-13 5.68e-14  3.74e-10     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.03 seconds\n",
      "Optimal objective 6.40478847e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T13:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15487 rows and 2496 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1277 rows, 3578 columns, 6108 nonzeros\n",
      "Presolved model has 2376 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 3.680e+03\n",
      " Factor NZ  : 1.650e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.217e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   7.20202093e+08 -5.55744621e+08  5.35e+04 8.33e+02  1.00e+06     0s\n",
      "   1   2.49720375e+07 -1.73451113e+07  5.55e+03 8.64e+01  1.08e+05     0s\n",
      "   2   7.07760392e+05 -1.06828913e+07  8.56e+00 1.33e-01  1.72e+03     0s\n",
      "   3   6.77545651e+05  3.38204831e+05  1.46e-01 2.28e-03  4.67e+01     0s\n",
      "   4   6.65858138e+05  6.20294707e+05  8.95e-03 1.39e-04  6.27e+00     0s\n",
      "   5   6.57244855e+05  6.43187353e+05  1.38e-03 2.15e-05  1.93e+00     0s\n",
      "   6   6.55028432e+05  6.50928191e+05  2.02e-04 3.14e-06  5.64e-01     0s\n",
      "   7   6.53971056e+05  6.53670832e+05  4.05e-06 6.31e-08  4.13e-02     0s\n",
      "   8   6.53871218e+05  6.53865379e+05  1.08e-08 1.68e-10  8.03e-04     0s\n",
      "   9   6.53868327e+05  6.53868090e+05  3.13e-12 7.13e-14  3.27e-05     0s\n",
      "  10   6.53868199e+05  6.53868186e+05  1.99e-13 9.95e-14  1.74e-06     0s\n",
      "  11   6.53868193e+05  6.53868192e+05  1.14e-13 7.11e-14  1.17e-07     0s\n",
      "  12   6.53868192e+05  6.53868192e+05  1.85e-13 8.53e-14  7.00e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.02 seconds\n",
      "Optimal objective 6.53868192e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T13:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15487 rows and 2496 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1277 rows, 3575 columns, 6105 nonzeros\n",
      "Presolved model has 2376 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 3.680e+03\n",
      " Factor NZ  : 1.650e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.217e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   7.20262304e+08 -5.55786569e+08  5.35e+04 8.33e+02  1.00e+06     0s\n",
      "   1   2.54347372e+07 -1.75518229e+07  5.63e+03 8.77e+01  1.10e+05     0s\n",
      "   2   7.26249200e+05 -1.07090753e+07  1.13e+01 1.77e-01  1.78e+03     0s\n",
      "   3   6.87440038e+05  2.63236368e+05  2.00e-01 3.12e-03  5.85e+01     0s\n",
      "   4   6.77158385e+05  6.26512002e+05  9.86e-03 1.54e-04  6.97e+00     0s\n",
      "   5   6.68389222e+05  6.54195359e+05  1.41e-03 2.20e-05  1.95e+00     0s\n",
      "   6   6.66042551e+05  6.62249212e+05  2.19e-04 3.41e-06  5.22e-01     0s\n",
      "   7   6.65045003e+05  6.64602719e+05  9.51e-06 1.48e-07  6.09e-02     0s\n",
      "   8   6.64909558e+05  6.64903122e+05  3.11e-08 4.85e-10  8.86e-04     0s\n",
      "   9   6.64906458e+05  6.64906270e+05  3.41e-12 8.53e-14  2.59e-05     0s\n",
      "  10   6.64906362e+05  6.64906353e+05  1.85e-13 8.53e-14  1.30e-06     0s\n",
      "  11   6.64906358e+05  6.64906357e+05  9.95e-14 4.26e-14  7.20e-08     0s\n",
      "  12   6.64906357e+05  6.64906357e+05  9.95e-14 5.68e-14  3.28e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.02 seconds\n",
      "Optimal objective 6.64906357e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T13:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15487 rows and 2496 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1277 rows, 3574 columns, 6104 nonzeros\n",
      "Presolved model has 2376 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 3.680e+03\n",
      " Factor NZ  : 1.650e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.217e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   7.20318856e+08 -5.55831518e+08  5.35e+04 8.33e+02  1.00e+06     0s\n",
      "   1   2.56145212e+07 -1.76312597e+07  5.66e+03 8.82e+01  1.11e+05     0s\n",
      "   2   7.48370550e+05 -1.07162835e+07  1.54e+01 2.40e-01  1.86e+03     0s\n",
      "   3   6.97341252e+05  1.13751927e+05  3.02e-01 4.71e-03  8.06e+01     0s\n",
      "   4   6.88521440e+05  6.35171956e+05  1.53e-02 2.38e-04  7.34e+00     0s\n",
      "   5   6.79181987e+05  6.63591906e+05  2.29e-03 3.57e-05  2.15e+00     0s\n",
      "   6   6.76614240e+05  6.71500286e+05  5.29e-04 8.24e-06  7.04e-01     0s\n",
      "   7   6.75517195e+05  6.74710366e+05  5.29e-10 8.27e-12  1.11e-01     0s\n",
      "   8   6.75305103e+05  6.75295568e+05  2.03e-12 9.95e-14  1.31e-03     0s\n",
      "   9   6.75300673e+05  6.75300485e+05  2.98e-13 8.53e-14  2.59e-05     0s\n",
      "  10   6.75300569e+05  6.75300560e+05  2.13e-13 7.11e-14  1.21e-06     0s\n",
      "  11   6.75300563e+05  6.75300563e+05  1.71e-13 4.26e-14  5.22e-08     0s\n",
      "  12   6.75300563e+05  6.75300563e+05  1.71e-13 1.14e-13  2.11e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.02 seconds\n",
      "Optimal objective 6.75300563e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T14:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15322 rows and 2316 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1442 rows, 3904 columns, 6764 nonzeros\n",
      "Presolved model has 2556 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.160e+03\n",
      " Factor NZ  : 1.866e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.509e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   7.70130436e+08 -5.93757457e+08  5.73e+04 8.33e+02  1.00e+06     0s\n",
      "   1   2.46167108e+07 -1.72852801e+07  5.54e+03 8.07e+01  1.00e+05     0s\n",
      "   2   7.54224085e+05 -1.09580694e+07  1.38e+01 2.00e-01  1.71e+03     0s\n",
      "   3   7.07343670e+05  2.06309461e+05  2.37e-01 3.45e-03  6.33e+01     0s\n",
      "   4   6.96767421e+05  6.39623070e+05  1.17e-02 1.71e-04  7.20e+00     0s\n",
      "   5   6.87681664e+05  6.72095006e+05  1.65e-03 2.40e-05  1.96e+00     0s\n",
      "   6   6.85045144e+05  6.80115086e+05  2.42e-04 3.52e-06  6.21e-01     0s\n",
      "   7   6.84099463e+05  6.83443924e+05  1.08e-05 1.57e-07  8.26e-02     0s\n",
      "   8   6.83898505e+05  6.83857572e+05  6.11e-08 8.90e-10  5.16e-03     0s\n",
      "   9   6.83882882e+05  6.83882194e+05  1.89e-11 2.93e-13  8.66e-05     0s\n",
      "  10   6.83882526e+05  6.83882490e+05  1.71e-13 8.53e-14  4.49e-06     0s\n",
      "  11   6.83882512e+05  6.83882510e+05  2.27e-13 8.53e-14  2.77e-07     0s\n",
      "  12   6.83882511e+05  6.83882511e+05  2.13e-13 3.80e-14  1.61e-08     0s\n",
      "  13   6.83882511e+05  6.83882511e+05  1.56e-13 4.26e-14  7.56e-10     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.03 seconds\n",
      "Optimal objective 6.83882511e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T14:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15322 rows and 2316 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1442 rows, 3905 columns, 6765 nonzeros\n",
      "Presolved model has 2556 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.160e+03\n",
      " Factor NZ  : 1.866e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.509e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   7.70178416e+08 -5.93804179e+08  5.73e+04 8.33e+02  1.00e+06     0s\n",
      "   1   2.85327406e+07 -1.90423705e+07  6.27e+03 9.13e+01  1.15e+05     0s\n",
      "   2   7.71016987e+05 -1.12325991e+07  1.66e+01 2.42e-01  1.80e+03     0s\n",
      "   3   7.15776054e+05  5.38415769e+04  3.34e-01 4.86e-03  8.37e+01     0s\n",
      "   4   7.05759228e+05  6.46772516e+05  1.42e-02 2.06e-04  7.43e+00     0s\n",
      "   5   6.96815349e+05  6.78487673e+05  2.71e-03 3.95e-05  2.31e+00     0s\n",
      "   6   6.94095186e+05  6.87181250e+05  8.10e-04 1.18e-05  8.71e-01     0s\n",
      "   7   6.92702830e+05  6.91650069e+05  3.60e-06 5.24e-08  1.33e-01     0s\n",
      "   8   6.92367813e+05  6.92330250e+05  5.70e-08 8.30e-10  4.73e-03     0s\n",
      "   9   6.92350995e+05  6.92350436e+05  8.55e-12 1.43e-13  7.04e-05     0s\n",
      "  10   6.92350691e+05  6.92350668e+05  1.71e-13 1.14e-13  2.98e-06     0s\n",
      "  11   6.92350680e+05  6.92350678e+05  2.42e-13 4.26e-14  1.79e-07     0s\n",
      "  12   6.92350679e+05  6.92350679e+05  2.27e-13 5.68e-14  9.50e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.03 seconds\n",
      "Optimal objective 6.92350679e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T14:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15322 rows and 2316 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1442 rows, 3906 columns, 6766 nonzeros\n",
      "Presolved model has 2556 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.160e+03\n",
      " Factor NZ  : 1.866e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.509e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   7.70229799e+08 -5.93849541e+08  5.73e+04 8.33e+02  1.00e+06     0s\n",
      "   1   2.86743649e+07 -1.91077309e+07  6.29e+03 9.16e+01  1.16e+05     0s\n",
      "   2   7.87357809e+05 -1.12396336e+07  1.92e+01 2.79e-01  1.85e+03     0s\n",
      "   3   7.24413901e+05 -2.58140588e+04  3.59e-01 5.22e-03  9.49e+01     0s\n",
      "   4   7.15284956e+05  6.54723459e+05  1.40e-02 2.04e-04  7.62e+00     0s\n",
      "   5   7.06520396e+05  6.86540288e+05  3.06e-03 4.45e-05  2.52e+00     0s\n",
      "   6   7.03577971e+05  6.96246307e+05  9.20e-04 1.34e-05  9.23e-01     0s\n",
      "   7   7.02154459e+05  7.00714765e+05  9.20e-10 1.34e-11  1.81e-01     0s\n",
      "   8   7.01723864e+05  7.01675347e+05  4.01e-12 7.74e-14  6.11e-03     0s\n",
      "   9   7.01705097e+05  7.01704482e+05  1.14e-13 5.68e-14  7.75e-05     0s\n",
      "  10   7.01704774e+05  7.01704742e+05  1.71e-13 9.95e-14  4.03e-06     0s\n",
      "  11   7.01704758e+05  7.01704755e+05  1.99e-13 3.11e-14  2.91e-07     0s\n",
      "  12   7.01704757e+05  7.01704756e+05  2.56e-13 9.95e-14  1.55e-08     0s\n",
      "  13   7.01704757e+05  7.01704757e+05  1.99e-13 8.53e-14  9.90e-10     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.03 seconds\n",
      "Optimal objective 7.01704757e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T14:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15322 rows and 2316 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1442 rows, 3905 columns, 6765 nonzeros\n",
      "Presolved model has 2556 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.160e+03\n",
      " Factor NZ  : 1.866e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.509e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   7.70267970e+08 -5.93879593e+08  5.73e+04 8.33e+02  1.00e+06     0s\n",
      "   1   2.88666414e+07 -1.91954259e+07  6.33e+03 9.21e+01  1.16e+05     0s\n",
      "   2   8.13227277e+05 -1.11987734e+07  2.44e+01 3.55e-01  1.93e+03     0s\n",
      "   3   7.31624020e+05 -1.80380945e+05  2.46e-01 3.59e-03  1.15e+02     0s\n",
      "   4   7.22694708e+05  6.02316677e+05  1.08e-02 1.57e-04  1.52e+01     0s\n",
      "   5   7.14674582e+05  6.86338276e+05  1.80e-03 2.62e-05  3.57e+00     0s\n",
      "   6   7.10691333e+05  7.02359700e+05  4.02e-04 5.85e-06  1.05e+00     0s\n",
      "   7   7.09153274e+05  7.07031657e+05  4.02e-10 5.87e-12  2.67e-01     0s\n",
      "   8   7.08672668e+05  7.08619433e+05  3.41e-12 7.11e-14  6.71e-03     0s\n",
      "   9   7.08652280e+05  7.08651752e+05  1.42e-13 7.11e-14  6.66e-05     0s\n",
      "  10   7.08652016e+05  7.08651989e+05  1.42e-13 5.68e-14  3.39e-06     0s\n",
      "  11   7.08652003e+05  7.08652001e+05  1.14e-13 1.14e-13  2.24e-07     0s\n",
      "  12   7.08652002e+05  7.08652002e+05  1.42e-13 4.26e-14  5.89e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.03 seconds\n",
      "Optimal objective 7.08652002e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T15:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15256 rows and 2160 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1508 rows, 4121 columns, 7113 nonzeros\n",
      "Presolved model has 2712 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.352e+03\n",
      " Factor NZ  : 1.952e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.625e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   8.37371381e+08 -6.49399670e+08  6.05e+04 8.33e+02  1.00e+06     0s\n",
      "   1   2.92789484e+07 -1.96142403e+07  6.40e+03 8.81e+01  1.11e+05     0s\n",
      "   2   8.10436059e+05 -1.15981067e+07  2.06e+01 2.84e-01  1.82e+03     0s\n",
      "   3   7.41386628e+05 -1.79762542e+05  5.78e-01 7.96e-03  1.11e+02     0s\n",
      "   4   7.30386628e+05  6.21937707e+05  3.69e-02 5.08e-04  1.29e+01     0s\n",
      "   5   7.19951673e+05  6.95761310e+05  5.67e-03 7.81e-05  2.89e+00     0s\n",
      "   6   7.16391787e+05  7.05344263e+05  1.52e-03 2.10e-05  1.32e+00     0s\n",
      "   7   7.13922192e+05  7.11925128e+05  8.07e-05 1.11e-06  2.38e-01     0s\n",
      "   8   7.13440651e+05  7.13249213e+05  6.05e-06 8.33e-08  2.29e-02     0s\n",
      "   9   7.13378231e+05  7.13365223e+05  6.20e-12 1.03e-13  1.55e-03     0s\n",
      "  10   7.13374132e+05  7.13374039e+05  1.71e-13 1.14e-13  1.12e-05     0s\n",
      "  11   7.13374094e+05  7.13374089e+05  1.42e-13 5.68e-14  6.29e-07     0s\n",
      "  12   7.13374092e+05  7.13374091e+05  1.99e-13 5.68e-14  3.26e-08     0s\n",
      "  13   7.13374092e+05  7.13374092e+05  1.99e-13 1.14e-13  8.57e-10     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.03 seconds\n",
      "Optimal objective 7.13374092e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T15:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15256 rows and 2160 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1508 rows, 4124 columns, 7116 nonzeros\n",
      "Presolved model has 2712 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.352e+03\n",
      " Factor NZ  : 1.952e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.625e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   8.37399930e+08 -6.49435104e+08  6.05e+04 8.33e+02  1.00e+06     0s\n",
      "   1   2.97609424e+07 -1.98458680e+07  6.48e+03 8.93e+01  1.12e+05     0s\n",
      "   2   7.92679444e+05 -1.16395478e+07  1.41e+01 1.94e-01  1.71e+03     0s\n",
      "   3   7.44679515e+05  9.72236238e+04  3.38e-01 4.65e-03  7.75e+01     0s\n",
      "   4   7.33674043e+05  6.72525290e+05  1.09e-02 1.50e-04  7.29e+00     0s\n",
      "   5   7.23287838e+05  7.02664616e+05  2.25e-03 3.09e-05  2.46e+00     0s\n",
      "   6   7.19962857e+05  7.12429666e+05  2.94e-04 4.05e-06  8.99e-01     0s\n",
      "   7   7.18545196e+05  7.17685735e+05  7.84e-06 1.08e-07  1.03e-01     0s\n",
      "   8   7.18306878e+05  7.18283949e+05  1.81e-08 2.50e-10  2.74e-03     0s\n",
      "   9   7.18298120e+05  7.18297844e+05  3.21e-12 8.53e-14  3.29e-05     0s\n",
      "  10   7.18297998e+05  7.18297985e+05  1.99e-13 7.11e-14  1.55e-06     0s\n",
      "  11   7.18297993e+05  7.18297992e+05  1.71e-13 1.14e-13  8.00e-08     0s\n",
      "  12   7.18297993e+05  7.18297993e+05  1.71e-13 4.26e-14  2.47e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.03 seconds\n",
      "Optimal objective 7.18297993e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T15:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15256 rows and 2160 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1508 rows, 4121 columns, 7113 nonzeros\n",
      "Presolved model has 2712 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.352e+03\n",
      " Factor NZ  : 1.952e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.625e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   8.37408256e+08 -6.49434284e+08  6.05e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.02126937e+07 -2.00531255e+07  6.56e+03 9.04e+01  1.14e+05     0s\n",
      "   2   7.85716303e+05 -1.16704459e+07  1.17e+01 1.62e-01  1.68e+03     0s\n",
      "   3   7.45402578e+05  1.63439911e+05  3.02e-01 4.16e-03  6.97e+01     0s\n",
      "   4   7.35258724e+05  6.67658256e+05  1.04e-02 1.43e-04  8.07e+00     0s\n",
      "   5   7.24832580e+05  7.04406608e+05  2.02e-03 2.78e-05  2.44e+00     0s\n",
      "   6   7.21429775e+05  7.15818110e+05  2.51e-04 3.46e-06  6.70e-01     0s\n",
      "   7   7.20042335e+05  7.19198706e+05  2.52e-10 3.49e-12  1.01e-01     0s\n",
      "   8   7.19764715e+05  7.19737930e+05  1.14e-13 9.95e-14  3.20e-03     0s\n",
      "   9   7.19754593e+05  7.19754264e+05  1.42e-13 5.68e-14  3.92e-05     0s\n",
      "  10   7.19754454e+05  7.19754437e+05  1.99e-13 4.26e-14  2.08e-06     0s\n",
      "  11   7.19754448e+05  7.19754447e+05  2.27e-13 7.11e-14  1.23e-07     0s\n",
      "  12   7.19754447e+05  7.19754447e+05  1.14e-13 2.84e-14  4.67e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.03 seconds\n",
      "Optimal objective 7.19754447e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T15:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15256 rows and 2160 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1508 rows, 4122 columns, 7114 nonzeros\n",
      "Presolved model has 2712 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.352e+03\n",
      " Factor NZ  : 1.952e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.625e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   8.37442265e+08 -6.49465005e+08  6.05e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.03740255e+07 -2.01274952e+07  6.59e+03 9.08e+01  1.14e+05     0s\n",
      "   2   7.94961226e+05 -1.16803372e+07  1.30e+01 1.79e-01  1.70e+03     0s\n",
      "   3   7.50940581e+05  1.38229609e+05  3.18e-01 4.37e-03  7.34e+01     0s\n",
      "   4   7.41020408e+05  6.80038624e+05  9.56e-03 1.32e-04  7.28e+00     0s\n",
      "   5   7.30608995e+05  7.11095484e+05  1.96e-03 2.69e-05  2.33e+00     0s\n",
      "   6   7.27354281e+05  7.21866967e+05  2.71e-04 3.73e-06  6.55e-01     0s\n",
      "   7   7.26003215e+05  7.25156984e+05  2.71e-10 3.75e-12  1.01e-01     0s\n",
      "   8   7.25725354e+05  7.25705787e+05  1.96e-12 1.14e-13  2.34e-03     0s\n",
      "   9   7.25717336e+05  7.25717094e+05  2.56e-13 7.11e-14  2.89e-05     0s\n",
      "  10   7.25717224e+05  7.25717210e+05  2.56e-13 8.53e-14  1.64e-06     0s\n",
      "  11   7.25717218e+05  7.25717217e+05  1.42e-13 5.68e-14  1.25e-07     0s\n",
      "  12   7.25717218e+05  7.25717218e+05  3.41e-13 5.68e-14  9.28e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.03 seconds\n",
      "Optimal objective 7.25717218e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T16:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15212 rows and 2028 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1552 rows, 4293 columns, 7373 nonzeros\n",
      "Presolved model has 2844 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.480e+03\n",
      " Factor NZ  : 2.010e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 2.703e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   8.92900420e+08 -6.94898928e+08  6.33e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.09080013e+07 -2.05542602e+07  6.68e+03 8.80e+01  1.11e+05     0s\n",
      "   2   7.92747266e+05 -1.20079176e+07  9.25e+00 1.22e-01  1.61e+03     0s\n",
      "   3   7.59383653e+05  2.42187009e+05  2.45e-01 3.23e-03  5.94e+01     0s\n",
      "   4   7.47716825e+05  6.58575298e+05  3.02e-02 3.98e-04  1.02e+01     0s\n",
      "   5   7.37113369e+05  7.09513431e+05  7.07e-03 9.31e-05  3.16e+00     0s\n",
      "   6   7.32072637e+05  7.24689170e+05  8.81e-04 1.16e-05  8.46e-01     0s\n",
      "   7   7.30092319e+05  7.29027949e+05  1.99e-05 2.62e-07  1.22e-01     0s\n",
      "   8   7.29720938e+05  7.29680937e+05  3.85e-07 5.08e-09  4.58e-03     0s\n",
      "   9   7.29703655e+05  7.29700839e+05  4.83e-13 7.11e-14  3.23e-04     0s\n",
      "  10   7.29702448e+05  7.29702374e+05  2.84e-13 5.68e-14  8.42e-06     0s\n",
      "  11   7.29702410e+05  7.29702406e+05  2.84e-13 5.68e-14  4.53e-07     0s\n",
      "  12   7.29702408e+05  7.29702408e+05  1.71e-13 5.68e-14  1.95e-08     0s\n",
      "  13   7.29702408e+05  7.29702408e+05  1.71e-13 7.11e-14  7.19e-10     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.03 seconds\n",
      "Optimal objective 7.29702408e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T16:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15212 rows and 2028 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1552 rows, 4296 columns, 7376 nonzeros\n",
      "Presolved model has 2844 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.480e+03\n",
      " Factor NZ  : 2.010e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 2.703e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   8.92914977e+08 -6.94919458e+08  6.33e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.13569166e+07 -2.07607436e+07  6.76e+03 8.91e+01  1.12e+05     0s\n",
      "   2   7.94184853e+05 -1.20395497e+07  9.09e+00 1.20e-01  1.61e+03     0s\n",
      "   3   7.61469183e+05  2.38836100e+05  2.47e-01 3.26e-03  6.00e+01     0s\n",
      "   4   7.50712964e+05  6.37166698e+05  4.22e-02 5.56e-04  1.30e+01     0s\n",
      "   5   7.40499225e+05  7.10377786e+05  9.04e-03 1.19e-04  3.45e+00     0s\n",
      "   6   7.35052924e+05  7.25465017e+05  1.32e-03 1.74e-05  1.10e+00     0s\n",
      "   7   7.32702379e+05  7.30666914e+05  6.71e-05 8.84e-07  2.33e-01     0s\n",
      "   8   7.32164313e+05  7.32122562e+05  4.88e-07 6.43e-09  4.78e-03     0s\n",
      "   9   7.32146648e+05  7.32145933e+05  3.41e-11 4.71e-13  8.18e-05     0s\n",
      "  10   7.32146300e+05  7.32146262e+05  1.71e-13 8.53e-14  4.39e-06     0s\n",
      "  11   7.32146277e+05  7.32146276e+05  2.56e-13 7.11e-14  1.88e-07     0s\n",
      "  12   7.32146276e+05  7.32146276e+05  1.42e-13 8.53e-14  7.25e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.03 seconds\n",
      "Optimal objective 7.32146276e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T16:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15212 rows and 2028 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1552 rows, 4296 columns, 7376 nonzeros\n",
      "Presolved model has 2844 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.480e+03\n",
      " Factor NZ  : 2.010e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 2.703e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   8.92937435e+08 -6.94937900e+08  6.33e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.13812255e+07 -2.07727021e+07  6.77e+03 8.92e+01  1.12e+05     0s\n",
      "   2   8.10188937e+05 -1.20423573e+07  1.29e+01 1.69e-01  1.67e+03     0s\n",
      "   3   7.65323494e+05  1.30620153e+05  3.39e-01 4.46e-03  7.29e+01     0s\n",
      "   4   7.53157586e+05  6.83025026e+05  1.08e-02 1.43e-04  8.03e+00     0s\n",
      "   5   7.41037968e+05  7.19520814e+05  1.77e-03 2.33e-05  2.46e+00     0s\n",
      "   6   7.37710262e+05  7.31740069e+05  2.39e-04 3.14e-06  6.84e-01     0s\n",
      "   7   7.36267252e+05  7.35370269e+05  4.83e-07 6.36e-09  1.03e-01     0s\n",
      "   8   7.35969754e+05  7.35942766e+05  6.82e-13 9.95e-14  3.09e-03     0s\n",
      "   9   7.35959169e+05  7.35958814e+05  1.14e-13 8.53e-14  4.07e-05     0s\n",
      "  10   7.35959005e+05  7.35958989e+05  1.42e-13 8.53e-14  1.80e-06     0s\n",
      "  11   7.35958995e+05  7.35958995e+05  1.71e-13 4.26e-14  7.21e-08     0s\n",
      "  12   7.35958995e+05  7.35958995e+05  2.27e-13 8.53e-14  3.23e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.03 seconds\n",
      "Optimal objective 7.35958995e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T16:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15212 rows and 2028 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1552 rows, 4296 columns, 7376 nonzeros\n",
      "Presolved model has 2844 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.480e+03\n",
      " Factor NZ  : 2.010e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 2.703e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   8.92935276e+08 -6.94936134e+08  6.33e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.13817614e+07 -2.07697885e+07  6.77e+03 8.92e+01  1.12e+05     0s\n",
      "   2   8.01991981e+05 -1.20393835e+07  1.05e+01 1.39e-01  1.64e+03     0s\n",
      "   3   7.64619523e+05  1.99076643e+05  2.86e-01 3.77e-03  6.49e+01     0s\n",
      "   4   7.54589884e+05  6.19296426e+05  5.62e-02 7.41e-04  1.55e+01     0s\n",
      "   5   7.44318584e+05  7.15442378e+05  9.93e-03 1.31e-04  3.31e+00     0s\n",
      "   6   7.39085093e+05  7.27334018e+05  2.20e-03 2.89e-05  1.35e+00     0s\n",
      "   7   7.36243576e+05  7.33998666e+05  1.74e-04 2.29e-06  2.57e-01     0s\n",
      "   8   7.35647392e+05  7.35470308e+05  1.74e-10 2.32e-12  2.03e-02     0s\n",
      "   9   7.35592355e+05  7.35591096e+05  1.71e-13 7.11e-14  1.44e-04     0s\n",
      "  10   7.35591811e+05  7.35591752e+05  2.27e-13 5.68e-14  6.83e-06     0s\n",
      "  11   7.35591782e+05  7.35591779e+05  1.99e-13 9.95e-14  3.28e-07     0s\n",
      "  12   7.35591780e+05  7.35591779e+05  3.41e-13 7.11e-14  1.28e-08     0s\n",
      "  13   7.35591779e+05  7.35591779e+05  1.99e-13 4.26e-14  5.14e-10     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.03 seconds\n",
      "Optimal objective 7.35591779e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T17:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15212 rows and 2028 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1552 rows, 4293 columns, 7373 nonzeros\n",
      "Presolved model has 2844 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.480e+03\n",
      " Factor NZ  : 2.010e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 2.703e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   8.92950129e+08 -6.94940485e+08  6.33e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.18325639e+07 -2.09827583e+07  6.85e+03 9.02e+01  1.14e+05     0s\n",
      "   2   8.04306976e+05 -1.20727907e+07  1.07e+01 1.40e-01  1.64e+03     0s\n",
      "   3   7.66685096e+05  2.00035302e+05  2.87e-01 3.78e-03  6.51e+01     0s\n",
      "   4   7.56968677e+05  6.24486344e+05  5.49e-02 7.23e-04  1.52e+01     0s\n",
      "   5   7.46679894e+05  7.18413560e+05  9.63e-03 1.27e-04  3.24e+00     0s\n",
      "   6   7.41445139e+05  7.30320459e+05  2.00e-03 2.64e-05  1.27e+00     0s\n",
      "   7   7.38699391e+05  7.36671261e+05  1.22e-04 1.61e-06  2.32e-01     0s\n",
      "   8   7.38163148e+05  7.38020142e+05  1.22e-10 1.63e-12  1.64e-02     0s\n",
      "   9   7.38117991e+05  7.38117005e+05  1.99e-13 5.68e-14  1.13e-04     0s\n",
      "  10   7.38117583e+05  7.38117535e+05  1.42e-13 1.14e-13  5.48e-06     0s\n",
      "  11   7.38117560e+05  7.38117558e+05  1.14e-13 5.68e-14  2.89e-07     0s\n",
      "  12   7.38117558e+05  7.38117558e+05  1.71e-13 5.68e-14  1.35e-08     0s\n",
      "  13   7.38117558e+05  7.38117558e+05  2.56e-13 7.11e-14  7.70e-10     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.03 seconds\n",
      "Optimal objective 7.38117558e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T17:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15212 rows and 2028 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1552 rows, 4293 columns, 7373 nonzeros\n",
      "Presolved model has 2844 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.480e+03\n",
      " Factor NZ  : 2.010e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 2.703e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   8.92948141e+08 -6.94938784e+08  6.33e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.18413228e+07 -2.09868695e+07  6.85e+03 9.02e+01  1.14e+05     0s\n",
      "   2   8.07652086e+05 -1.20743017e+07  1.17e+01 1.55e-01  1.66e+03     0s\n",
      "   3   7.66553408e+05  1.61123469e+05  3.18e-01 4.18e-03  6.96e+01     0s\n",
      "   4   7.55108025e+05  6.79913838e+05  1.24e-02 1.63e-04  8.62e+00     0s\n",
      "   5   7.43081715e+05  7.21808156e+05  2.04e-03 2.69e-05  2.44e+00     0s\n",
      "   6   7.39540261e+05  7.33642561e+05  2.46e-04 3.25e-06  6.76e-01     0s\n",
      "   7   7.38236313e+05  7.36511106e+05  1.76e-05 2.32e-07  1.98e-01     0s\n",
      "   8   7.37794341e+05  7.37756704e+05  1.39e-07 1.84e-09  4.31e-03     0s\n",
      "   9   7.37779812e+05  7.37779440e+05  2.56e-13 7.11e-14  4.26e-05     0s\n",
      "  10   7.37779641e+05  7.37779627e+05  2.56e-13 1.14e-13  1.67e-06     0s\n",
      "  11   7.37779633e+05  7.37779632e+05  2.27e-13 8.53e-14  6.10e-08     0s\n",
      "  12   7.37779632e+05  7.37779632e+05  1.99e-13 8.53e-14  2.55e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.03 seconds\n",
      "Optimal objective 7.37779632e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T17:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15212 rows and 2028 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1552 rows, 4296 columns, 7376 nonzeros\n",
      "Presolved model has 2844 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.480e+03\n",
      " Factor NZ  : 2.010e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 2.703e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   8.92935664e+08 -6.94936953e+08  6.33e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.13798337e+07 -2.07714369e+07  6.77e+03 8.92e+01  1.12e+05     0s\n",
      "   2   8.06962247e+05 -1.20416035e+07  1.20e+01 1.58e-01  1.66e+03     0s\n",
      "   3   7.64925869e+05  1.47617217e+05  3.29e-01 4.34e-03  7.09e+01     0s\n",
      "   4   7.53037142e+05  6.77150708e+05  1.11e-02 1.46e-04  8.69e+00     0s\n",
      "   5   7.40930224e+05  7.18863871e+05  1.75e-03 2.30e-05  2.53e+00     0s\n",
      "   6   7.37443014e+05  7.31411861e+05  2.14e-04 2.82e-06  6.91e-01     0s\n",
      "   7   7.35978729e+05  7.35054328e+05  1.28e-06 1.69e-08  1.06e-01     0s\n",
      "   8   7.35672081e+05  7.35645053e+05  1.42e-12 7.11e-14  3.10e-03     0s\n",
      "   9   7.35661297e+05  7.35660940e+05  1.99e-13 8.53e-14  4.09e-05     0s\n",
      "  10   7.35661127e+05  7.35661113e+05  1.99e-13 5.68e-14  1.55e-06     0s\n",
      "  11   7.35661118e+05  7.35661118e+05  9.95e-14 5.68e-14  4.42e-08     0s\n",
      "  12   7.35661118e+05  7.35661118e+05  1.42e-13 7.11e-14  1.57e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.03 seconds\n",
      "Optimal objective 7.35661118e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T17:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15212 rows and 2028 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1552 rows, 4296 columns, 7376 nonzeros\n",
      "Presolved model has 2844 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.480e+03\n",
      " Factor NZ  : 2.010e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 2.703e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   8.92935899e+08 -6.94936918e+08  6.33e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.13945062e+07 -2.07770811e+07  6.77e+03 8.92e+01  1.12e+05     0s\n",
      "   2   8.10520041e+05 -1.20426283e+07  1.30e+01 1.72e-01  1.68e+03     0s\n",
      "   3   7.65059100e+05  1.29652534e+05  3.36e-01 4.43e-03  7.30e+01     0s\n",
      "   4   7.52836847e+05  6.84867836e+05  1.12e-02 1.48e-04  7.78e+00     0s\n",
      "   5   7.40762737e+05  7.20050242e+05  1.93e-03 2.55e-05  2.37e+00     0s\n",
      "   6   7.37383744e+05  7.31731077e+05  2.31e-04 3.04e-06  6.48e-01     0s\n",
      "   7   7.36130159e+05  7.34488353e+05  1.28e-05 1.68e-07  1.88e-01     0s\n",
      "   8   7.35713437e+05  7.35679179e+05  1.02e-07 1.34e-09  3.93e-03     0s\n",
      "   9   7.35700215e+05  7.35699859e+05  1.99e-13 8.53e-14  4.08e-05     0s\n",
      "  10   7.35700055e+05  7.35700037e+05  1.71e-13 8.53e-14  2.02e-06     0s\n",
      "  11   7.35700046e+05  7.35700046e+05  1.85e-13 5.68e-14  9.80e-08     0s\n",
      "  12   7.35700046e+05  7.35700046e+05  3.13e-13 7.11e-14  5.12e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.03 seconds\n",
      "Optimal objective 7.35700046e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T18:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15212 rows and 2016 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1552 rows, 4308 columns, 7388 nonzeros\n",
      "Presolved model has 2856 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.480e+03\n",
      " Factor NZ  : 2.010e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 2.703e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   8.96371722e+08 -6.97548356e+08  6.35e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.14332455e+07 -2.08829962e+07  6.78e+03 8.90e+01  1.12e+05     0s\n",
      "   2   8.01908779e+05 -1.21432445e+07  9.43e+00 1.24e-01  1.63e+03     0s\n",
      "   3   7.68004399e+05  2.32799619e+05  2.56e-01 3.37e-03  6.13e+01     0s\n",
      "   4   7.56634455e+05  6.55875392e+05  3.60e-02 4.72e-04  1.15e+01     0s\n",
      "   5   7.45915077e+05  7.17495295e+05  7.76e-03 1.02e-04  3.24e+00     0s\n",
      "   6   7.40564595e+05  7.32610166e+05  9.05e-04 1.19e-05  9.09e-01     0s\n",
      "   7   7.38552253e+05  7.37148646e+05  5.71e-05 7.49e-07  1.60e-01     0s\n",
      "   8   7.38074574e+05  7.38018148e+05  5.72e-11 7.73e-13  6.45e-03     0s\n",
      "   9   7.38053452e+05  7.38052685e+05  2.27e-13 5.68e-14  8.76e-05     0s\n",
      "  10   7.38053067e+05  7.38053028e+05  1.99e-13 1.14e-13  4.49e-06     0s\n",
      "  11   7.38053050e+05  7.38053048e+05  1.99e-13 5.68e-14  2.27e-07     0s\n",
      "  12   7.38053049e+05  7.38053049e+05  1.71e-13 4.26e-14  8.18e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.03 seconds\n",
      "Optimal objective 7.38053049e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T18:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15212 rows and 2016 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1552 rows, 4305 columns, 7385 nonzeros\n",
      "Presolved model has 2856 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.480e+03\n",
      " Factor NZ  : 2.010e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 2.703e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   8.96432485e+08 -6.97591879e+08  6.35e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.21908743e+07 -2.12386454e+07  6.91e+03 9.07e+01  1.14e+05     0s\n",
      "   2   8.06183436e+05 -1.21953233e+07  8.15e+00 1.07e-01  1.61e+03     0s\n",
      "   3   7.76881346e+05  2.77768371e+05  2.21e-01 2.90e-03  5.71e+01     0s\n",
      "   4   7.67068362e+05  6.50164512e+05  4.16e-02 5.46e-04  1.34e+01     0s\n",
      "   5   7.56803562e+05  7.27366267e+05  8.43e-03 1.11e-04  3.36e+00     0s\n",
      "   6   7.51311737e+05  7.41905111e+05  1.26e-03 1.65e-05  1.07e+00     0s\n",
      "   7   7.48979788e+05  7.47436011e+05  7.58e-05 9.94e-07  1.76e-01     0s\n",
      "   8   7.48437266e+05  7.48392627e+05  6.18e-07 8.12e-09  5.10e-03     0s\n",
      "   9   7.48418349e+05  7.48417685e+05  3.14e-11 4.36e-13  7.59e-05     0s\n",
      "  10   7.48418042e+05  7.48418004e+05  1.42e-13 8.53e-14  4.27e-06     0s\n",
      "  11   7.48418026e+05  7.48418023e+05  1.42e-13 2.98e-14  2.66e-07     0s\n",
      "  12   7.48418025e+05  7.48418024e+05  1.42e-13 8.53e-14  1.40e-08     0s\n",
      "  13   7.48418025e+05  7.48418025e+05  1.71e-13 4.26e-14  8.77e-10     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.03 seconds\n",
      "Optimal objective 7.48418025e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T18:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15212 rows and 2016 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1552 rows, 4311 columns, 7391 nonzeros\n",
      "Presolved model has 2856 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.480e+03\n",
      " Factor NZ  : 2.010e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 2.703e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   8.96523514e+08 -6.97685853e+08  6.35e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.31633559e+07 -2.16921120e+07  7.08e+03 9.29e+01  1.18e+05     0s\n",
      "   2   8.23060118e+05 -1.22598620e+07  9.26e+00 1.22e-01  1.64e+03     0s\n",
      "   3   7.90714318e+05  2.59434130e+05  2.52e-01 3.31e-03  6.08e+01     0s\n",
      "   4   7.82186066e+05  6.67730415e+05  4.28e-02 5.62e-04  1.31e+01     0s\n",
      "   5   7.71839909e+05  7.44649851e+05  8.01e-03 1.05e-04  3.10e+00     0s\n",
      "   6   7.66689468e+05  7.57775516e+05  1.24e-03 1.63e-05  1.02e+00     0s\n",
      "   7   7.64460590e+05  7.63156466e+05  1.08e-04 1.41e-06  1.49e-01     0s\n",
      "   8   7.63981610e+05  7.63944766e+05  3.61e-07 4.73e-09  4.21e-03     0s\n",
      "   9   7.63966705e+05  7.63966154e+05  2.12e-11 3.00e-13  6.29e-05     0s\n",
      "  10   7.63966436e+05  7.63966414e+05  2.56e-13 7.11e-14  2.54e-06     0s\n",
      "  11   7.63966425e+05  7.63966424e+05  1.42e-13 8.53e-14  1.16e-07     0s\n",
      "  12   7.63966424e+05  7.63966424e+05  1.56e-13 4.26e-14  5.64e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.03 seconds\n",
      "Optimal objective 7.63966424e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T18:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15212 rows and 2016 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1552 rows, 4311 columns, 7391 nonzeros\n",
      "Presolved model has 2856 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.480e+03\n",
      " Factor NZ  : 2.010e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 2.703e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   8.96620245e+08 -6.97768507e+08  6.35e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.31974636e+07 -2.17080029e+07  7.08e+03 9.29e+01  1.18e+05     0s\n",
      "   2   8.47554998e+05 -1.22562991e+07  1.22e+01 1.61e-01  1.69e+03     0s\n",
      "   3   8.06301075e+05  1.69170860e+05  3.42e-01 4.49e-03  7.30e+01     0s\n",
      "   4   7.97761722e+05  7.19408953e+05  1.09e-02 1.43e-04  8.95e+00     0s\n",
      "   5   7.85573737e+05  7.64728126e+05  1.52e-03 1.99e-05  2.38e+00     0s\n",
      "   6   7.82224702e+05  7.76394648e+05  1.88e-04 2.46e-06  6.66e-01     0s\n",
      "   7   7.80839156e+05  7.79846305e+05  1.84e-05 2.42e-07  1.13e-01     0s\n",
      "   8   7.80549344e+05  7.80517020e+05  2.00e-07 2.63e-09  3.69e-03     0s\n",
      "   9   7.80538019e+05  7.80537725e+05  5.06e-12 9.95e-14  3.37e-05     0s\n",
      "  10   7.80537880e+05  7.80537867e+05  1.42e-13 7.11e-14  1.45e-06     0s\n",
      "  11   7.80537874e+05  7.80537873e+05  1.99e-13 7.11e-14  7.13e-08     0s\n",
      "  12   7.80537873e+05  7.80537873e+05  2.84e-13 1.14e-13  2.41e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.03 seconds\n",
      "Optimal objective 7.80537873e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T19:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15168 rows and 1956 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1596 rows, 4410 columns, 7578 nonzeros\n",
      "Presolved model has 2916 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.608e+03\n",
      " Factor NZ  : 2.067e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 2.781e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   9.13205218e+08 -7.10507558e+08  6.48e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.30420716e+07 -2.16820380e+07  7.08e+03 9.12e+01  1.15e+05     0s\n",
      "   2   9.15482995e+05 -1.23704980e+07  2.72e+01 3.51e-01  1.90e+03     0s\n",
      "   3   8.25804586e+05 -3.76660540e+05  6.92e-01 8.90e-03  1.35e+02     0s\n",
      "   4   8.16481601e+05  7.26255278e+05  3.17e-02 4.08e-04  1.01e+01     0s\n",
      "   5   8.03798095e+05  7.82734590e+05  4.21e-03 5.42e-05  2.35e+00     0s\n",
      "   6   8.00772745e+05  7.91032452e+05  1.20e-03 1.55e-05  1.09e+00     0s\n",
      "   7   7.98621710e+05  7.96863615e+05  1.74e-04 2.24e-06  1.96e-01     0s\n",
      "   8   7.98117618e+05  7.97991684e+05  1.44e-06 1.85e-08  1.41e-02     0s\n",
      "   9   7.98078140e+05  7.98076065e+05  9.73e-09 1.25e-10  2.32e-04     0s\n",
      "  10   7.98077376e+05  7.98077334e+05  5.74e-12 9.64e-14  4.73e-06     0s\n",
      "  11   7.98077359e+05  7.98077356e+05  1.71e-13 8.53e-14  3.19e-07     0s\n",
      "  12   7.98077358e+05  7.98077358e+05  2.56e-13 5.68e-14  1.72e-08     0s\n",
      "  13   7.98077358e+05  7.98077358e+05  1.99e-13 5.68e-14  2.75e-10     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.03 seconds\n",
      "Optimal objective 7.98077358e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T19:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15168 rows and 1956 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1596 rows, 4410 columns, 7578 nonzeros\n",
      "Presolved model has 2916 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.608e+03\n",
      " Factor NZ  : 2.067e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 2.781e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   9.13285207e+08 -7.10576899e+08  6.48e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.43829759e+07 -2.23253009e+07  7.31e+03 9.41e+01  1.19e+05     0s\n",
      "   2   8.97542760e+05 -1.24659975e+07  1.85e+01 2.39e-01  1.78e+03     0s\n",
      "   3   8.36715088e+05  6.29869688e+03  4.04e-01 5.20e-03  9.31e+01     0s\n",
      "   4   8.28286401e+05  7.66483805e+05  1.49e-02 1.91e-04  6.90e+00     0s\n",
      "   5   8.16413599e+05  7.97711948e+05  2.52e-03 3.24e-05  2.09e+00     0s\n",
      "   6   8.13569824e+05  8.07154324e+05  4.93e-04 6.35e-06  7.16e-01     0s\n",
      "   7   8.12081467e+05  8.11031726e+05  6.24e-05 8.03e-07  1.17e-01     0s\n",
      "   8   8.11773866e+05  8.11720792e+05  1.14e-06 1.47e-08  5.92e-03     0s\n",
      "   9   8.11755807e+05  8.11755074e+05  2.84e-09 3.65e-11  8.18e-05     0s\n",
      "  10   8.11755500e+05  8.11755474e+05  3.55e-12 7.11e-14  2.99e-06     0s\n",
      "  11   8.11755489e+05  8.11755487e+05  3.41e-13 1.14e-13  2.02e-07     0s\n",
      "  12   8.11755488e+05  8.11755488e+05  2.27e-13 5.68e-14  9.88e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.03 seconds\n",
      "Optimal objective 8.11755488e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T19:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15168 rows and 1956 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1596 rows, 4410 columns, 7578 nonzeros\n",
      "Presolved model has 2916 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.608e+03\n",
      " Factor NZ  : 2.067e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 2.781e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   9.13339649e+08 -7.10622615e+08  6.48e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.44134716e+07 -2.23366560e+07  7.32e+03 9.42e+01  1.19e+05     0s\n",
      "   2   9.10492042e+05 -1.24617338e+07  1.99e+01 2.57e-01  1.80e+03     0s\n",
      "   3   8.45403979e+05 -2.70697590e+04  3.92e-01 5.04e-03  9.79e+01     0s\n",
      "   4   8.37602234e+05  7.76033443e+05  1.70e-02 2.19e-04  6.87e+00     0s\n",
      "   5   8.26047752e+05  8.06073019e+05  3.14e-03 4.04e-05  2.23e+00     0s\n",
      "   6   8.22768949e+05  8.17395122e+05  4.11e-04 5.30e-06  6.00e-01     0s\n",
      "   7   8.21425836e+05  8.20525807e+05  4.70e-05 6.05e-07  1.00e-01     0s\n",
      "   8   8.21154937e+05  8.21109704e+05  1.35e-06 1.74e-08  5.05e-03     0s\n",
      "   9   8.21137089e+05  8.21136338e+05  3.37e-09 4.34e-11  8.38e-05     0s\n",
      "  10   8.21136728e+05  8.21136702e+05  3.87e-12 7.27e-14  2.85e-06     0s\n",
      "  11   8.21136715e+05  8.21136713e+05  2.56e-13 9.95e-14  1.71e-07     0s\n",
      "  12   8.21136714e+05  8.21136714e+05  3.13e-13 8.53e-14  4.06e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.03 seconds\n",
      "Optimal objective 8.21136714e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T19:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15168 rows and 1956 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1596 rows, 4410 columns, 7578 nonzeros\n",
      "Presolved model has 2916 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.608e+03\n",
      " Factor NZ  : 2.067e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 2.781e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   9.13359115e+08 -7.10640838e+08  6.48e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.44520963e+07 -2.23559286e+07  7.32e+03 9.43e+01  1.20e+05     0s\n",
      "   2   9.28923530e+05 -1.24660654e+07  2.46e+01 3.16e-01  1.87e+03     0s\n",
      "   3   8.48237244e+05 -1.32147595e+05  2.48e-01 3.19e-03  1.10e+02     0s\n",
      "   4   8.41612936e+05  7.51695250e+05  1.56e-02 2.00e-04  1.00e+01     0s\n",
      "   5   8.30350900e+05  8.05904434e+05  2.37e-03 3.05e-05  2.73e+00     0s\n",
      "   6   8.26627589e+05  8.18190130e+05  5.92e-04 7.62e-06  9.42e-01     0s\n",
      "   7   8.24975821e+05  8.23237398e+05  6.76e-05 8.70e-07  1.94e-01     0s\n",
      "   8   8.24530332e+05  8.24427803e+05  1.78e-06 2.29e-08  1.14e-02     0s\n",
      "   9   8.24496493e+05  8.24494155e+05  1.86e-08 2.39e-10  2.61e-04     0s\n",
      "  10   8.24495577e+05  8.24495528e+05  6.94e-11 9.14e-13  5.52e-06     0s\n",
      "  11   8.24495553e+05  8.24495551e+05  2.84e-13 9.95e-14  2.67e-07     0s\n",
      "  12   8.24495552e+05  8.24495552e+05  1.99e-13 7.11e-14  5.50e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.03 seconds\n",
      "Optimal objective 8.24495552e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T20:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15157 rows and 1896 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1607 rows, 4481 columns, 7671 nonzeros\n",
      "Presolved model has 2976 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.640e+03\n",
      " Factor NZ  : 2.904e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 5.465e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   9.40814760e+08 -7.33412506e+08  6.60e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.47277188e+07 -2.26768067e+07  7.36e+03 9.30e+01  1.18e+05     0s\n",
      "   2   9.13930232e+05 -1.27299800e+07  2.02e+01 2.56e-01  1.80e+03     0s\n",
      "   3   8.46276689e+05 -7.35524455e+03  3.82e-01 4.82e-03  9.42e+01     0s\n",
      "   4   8.36253952e+05  7.70158702e+05  1.52e-02 1.92e-04  7.26e+00     0s\n",
      "   5   8.23668784e+05  8.02594838e+05  2.63e-03 3.32e-05  2.32e+00     0s\n",
      "   6   8.19839952e+05  8.14375137e+05  2.37e-04 2.99e-06  6.00e-01     0s\n",
      "   7   8.18653148e+05  8.18207305e+05  8.20e-06 1.03e-07  4.90e-02     0s\n",
      "   8   8.18515071e+05  8.18505456e+05  3.61e-08 4.56e-10  1.06e-03     0s\n",
      "   9   8.18511475e+05  8.18511348e+05  4.43e-11 5.85e-13  1.40e-05     0s\n",
      "  10   8.18511414e+05  8.18511409e+05  3.13e-13 8.53e-14  4.82e-07     0s\n",
      "  11   8.18511412e+05  8.18511412e+05  3.69e-13 4.26e-14  1.46e-08     0s\n",
      "  12   8.18511412e+05  8.18511412e+05  2.27e-13 7.11e-14  1.18e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.03 seconds\n",
      "Optimal objective 8.18511412e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T20:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15157 rows and 1896 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1607 rows, 4481 columns, 7671 nonzeros\n",
      "Presolved model has 2976 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.640e+03\n",
      " Factor NZ  : 2.904e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 5.465e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   9.40730406e+08 -7.33339353e+08  6.60e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.47125244e+07 -2.26699008e+07  7.37e+03 9.30e+01  1.18e+05     0s\n",
      "   2   9.02684763e+05 -1.27348521e+07  2.05e+01 2.59e-01  1.81e+03     0s\n",
      "   3   8.33486595e+05 -2.13574070e+04  3.72e-01 4.70e-03  9.43e+01     0s\n",
      "   4   8.22061491e+05  7.60313243e+05  1.30e-02 1.64e-04  6.78e+00     0s\n",
      "   5   8.09602527e+05  7.87700694e+05  2.56e-03 3.23e-05  2.41e+00     0s\n",
      "   6   8.05664253e+05  8.00085129e+05  3.09e-04 3.90e-06  6.13e-01     0s\n",
      "   7   8.04407969e+05  8.03944788e+05  1.19e-05 1.51e-07  5.09e-02     0s\n",
      "   8   8.04263781e+05  8.04253564e+05  5.56e-08 7.02e-10  1.12e-03     0s\n",
      "   9   8.04259654e+05  8.04259520e+05  4.69e-11 6.14e-13  1.48e-05     0s\n",
      "  10   8.04259591e+05  8.04259585e+05  3.69e-13 1.28e-13  6.72e-07     0s\n",
      "  11   8.04259588e+05  8.04259588e+05  1.42e-13 1.14e-13  3.27e-08     0s\n",
      "  12   8.04259588e+05  8.04259588e+05  1.99e-13 5.68e-14  3.30e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.03 seconds\n",
      "Optimal objective 8.04259588e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T20:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15157 rows and 1896 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1607 rows, 4478 columns, 7668 nonzeros\n",
      "Presolved model has 2976 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.640e+03\n",
      " Factor NZ  : 2.904e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 5.465e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   9.40599075e+08 -7.33220829e+08  6.60e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.29508307e+07 -2.18420100e+07  7.06e+03 8.91e+01  1.12e+05     0s\n",
      "   2   8.78230450e+05 -1.26137042e+07  1.88e+01 2.37e-01  1.76e+03     0s\n",
      "   3   8.13915957e+05  1.84053026e+04  3.81e-01 4.81e-03  8.78e+01     0s\n",
      "   4   8.00120979e+05  7.36461773e+05  1.43e-02 1.81e-04  6.99e+00     0s\n",
      "   5   7.86942456e+05  7.68096008e+05  2.26e-03 2.85e-05  2.07e+00     0s\n",
      "   6   7.83587220e+05  7.78949294e+05  2.24e-04 2.82e-06  5.10e-01     0s\n",
      "   7   7.82304942e+05  7.81841675e+05  9.63e-06 1.22e-07  5.09e-02     0s\n",
      "   8   7.82161375e+05  7.82126424e+05  9.83e-12 1.46e-13  3.84e-03     0s\n",
      "   9   7.82150416e+05  7.82150166e+05  2.27e-13 8.53e-14  2.74e-05     0s\n",
      "  10   7.82150302e+05  7.82150289e+05  1.71e-13 7.11e-14  1.43e-06     0s\n",
      "  11   7.82150297e+05  7.82150296e+05  1.99e-13 4.26e-14  9.40e-08     0s\n",
      "  12   7.82150297e+05  7.82150297e+05  1.99e-13 8.53e-14  6.48e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.03 seconds\n",
      "Optimal objective 7.82150297e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T20:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15157 rows and 1896 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1607 rows, 4492 columns, 7682 nonzeros\n",
      "Presolved model has 2976 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.640e+03\n",
      " Factor NZ  : 2.904e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 5.465e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   9.40450585e+08 -7.33130893e+08  6.60e+04 8.33e+02  1.00e+06     0s\n",
      "   1   3.08692098e+07 -2.08772099e+07  6.70e+03 8.46e+01  1.06e+05     0s\n",
      "   2   8.51010352e+05 -1.24668008e+07  1.69e+01 2.14e-01  1.71e+03     0s\n",
      "   3   7.92103210e+05  4.32039809e+04  3.91e-01 4.93e-03  8.25e+01     0s\n",
      "   4   7.76488775e+05  7.06101156e+05  1.26e-02 1.59e-04  7.72e+00     0s\n",
      "   5   7.62025781e+05  7.43192077e+05  1.63e-03 2.05e-05  2.07e+00     0s\n",
      "   6   7.59090507e+05  7.52576056e+05  2.65e-04 3.34e-06  7.15e-01     0s\n",
      "   7   7.57529578e+05  7.56708240e+05  2.56e-05 3.23e-07  9.01e-02     0s\n",
      "   8   7.57286437e+05  7.57248707e+05  2.57e-11 3.50e-13  4.14e-03     0s\n",
      "   9   7.57274165e+05  7.57273744e+05  1.99e-13 8.53e-14  4.62e-05     0s\n",
      "  10   7.57273981e+05  7.57273957e+05  2.56e-13 8.53e-14  2.64e-06     0s\n",
      "  11   7.57273972e+05  7.57273971e+05  1.42e-13 7.11e-14  1.87e-07     0s\n",
      "  12   7.57273972e+05  7.57273972e+05  1.42e-13 5.68e-14  1.38e-08     0s\n",
      "  13   7.57273972e+05  7.57273972e+05  1.42e-13 1.28e-13  7.82e-10     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.03 seconds\n",
      "Optimal objective 7.57273972e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T21:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15168 rows and 1932 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1596 rows, 4458 columns, 7626 nonzeros\n",
      "Presolved model has 2940 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.608e+03\n",
      " Factor NZ  : 2.067e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 2.781e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   9.24795607e+08 -7.20322069e+08  6.53e+04 8.33e+02  1.00e+06     0s\n",
      "   1   2.89310020e+07 -1.98525396e+07  6.36e+03 8.12e+01  1.01e+05     0s\n",
      "   2   8.23643926e+05 -1.21608139e+07  1.65e+01 2.11e-01  1.68e+03     0s\n",
      "   3   7.65955292e+05 -3.59870601e+04  4.05e-01 5.17e-03  8.92e+01     0s\n",
      "   4   7.49568660e+05  6.69082273e+05  3.16e-03 4.04e-05  8.91e+00     0s\n",
      "   5   7.35714303e+05  7.13311508e+05  4.33e-04 5.53e-06  2.48e+00     0s\n",
      "   6   7.32599054e+05  7.24411717e+05  8.92e-05 1.14e-06  9.07e-01     0s\n",
      "   7   7.31016746e+05  7.28769260e+05  2.03e-05 2.59e-07  2.49e-01     0s\n",
      "   8   7.30445585e+05  7.30250935e+05  2.05e-11 2.84e-13  2.16e-02     0s\n",
      "   9   7.30389177e+05  7.30387770e+05  1.56e-13 9.95e-14  1.56e-04     0s\n",
      "  10   7.30388554e+05  7.30388498e+05  1.56e-13 8.53e-14  6.19e-06     0s\n",
      "  11   7.30388524e+05  7.30388521e+05  1.85e-13 1.14e-13  3.71e-07     0s\n",
      "  12   7.30388523e+05  7.30388522e+05  2.27e-13 5.68e-14  2.66e-08     0s\n",
      "  13   7.30388522e+05  7.30388522e+05  2.27e-13 5.68e-14  1.53e-09     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.03 seconds\n",
      "Optimal objective 7.30388522e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T21:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15168 rows and 1932 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1596 rows, 4458 columns, 7626 nonzeros\n",
      "Presolved model has 2940 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.608e+03\n",
      " Factor NZ  : 2.067e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 2.781e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   9.24639485e+08 -7.20189746e+08  6.53e+04 8.33e+02  1.00e+06     0s\n",
      "   1   2.85861908e+07 -1.97061498e+07  6.30e+03 8.05e+01  9.99e+04     0s\n",
      "   2   7.71121694e+05 -1.21982089e+07  8.01e+00 1.02e-01  1.55e+03     0s\n",
      "   3   7.41391480e+05  1.87320140e+05  2.32e-01 2.96e-03  6.14e+01     0s\n",
      "   4   7.23513152e+05  6.39257862e+05  9.37e-03 1.20e-04  9.33e+00     0s\n",
      "   5   7.10584379e+05  6.83962418e+05  1.54e-03 1.96e-05  2.95e+00     0s\n",
      "   6   7.06424107e+05  6.99331680e+05  2.16e-04 2.76e-06  7.85e-01     0s\n",
      "   7   7.04651427e+05  7.03526717e+05  7.84e-06 1.00e-07  1.25e-01     0s\n",
      "   8   7.04292831e+05  7.04232979e+05  1.53e-07 1.95e-09  6.63e-03     0s\n",
      "   9   7.04272432e+05  7.04271526e+05  1.08e-10 1.40e-12  1.00e-04     0s\n",
      "  10   7.04272036e+05  7.04271996e+05  2.84e-13 5.68e-14  4.49e-06     0s\n",
      "  11   7.04272015e+05  7.04272013e+05  2.27e-13 5.68e-14  2.82e-07     0s\n",
      "  12   7.04272014e+05  7.04272014e+05  1.85e-13 8.53e-14  1.53e-08     0s\n",
      "  13   7.04272014e+05  7.04272014e+05  1.85e-13 8.53e-14  7.26e-10     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.03 seconds\n",
      "Optimal objective 7.04272014e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T21:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 5e+02]\n",
      "Presolve removed 15168 rows and 1932 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1596 rows, 4455 columns, 7623 nonzeros\n",
      "Presolved model has 2940 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.608e+03\n",
      " Factor NZ  : 2.067e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 2.781e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   9.24491123e+08 -7.20053182e+08  6.53e+04 8.33e+02  1.00e+06     0s\n",
      "   1   2.73579540e+07 -1.91761565e+07  6.08e+03 7.76e+01  9.61e+04     0s\n",
      "   2   7.46598497e+05 -1.20878474e+07  7.11e+00 9.08e-02  1.53e+03     0s\n",
      "   3   7.19825467e+05  1.05332493e+05  2.52e-01 3.21e-03  6.82e+01     0s\n",
      "   4   6.98822410e+05  6.02928031e+05  3.01e-03 3.85e-05  1.06e+01     0s\n",
      "   5   6.86830684e+05  6.56940220e+05  5.00e-04 6.39e-06  3.31e+00     0s\n",
      "   6   6.82353063e+05  6.73301715e+05  9.66e-05 1.23e-06  1.00e+00     0s\n",
      "   7   6.80196280e+05  6.78046584e+05  8.65e-06 1.10e-07  2.38e-01     0s\n",
      "   8   6.79651057e+05  6.79528832e+05  2.93e-07 3.74e-09  1.35e-02     0s\n",
      "   9   6.79614746e+05  6.79609380e+05  7.03e-09 8.98e-11  5.94e-04     0s\n",
      "  10   6.79612900e+05  6.79612778e+05  2.55e-11 3.52e-13  1.35e-05     0s\n",
      "  11   6.79612847e+05  6.79612841e+05  3.41e-13 8.53e-14  5.78e-07     0s\n",
      "  12   6.79612844e+05  6.79612843e+05  1.85e-13 8.53e-14  2.70e-08     0s\n",
      "  13   6.79612843e+05  6.79612843e+05  1.71e-13 5.68e-14  1.54e-09     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.03 seconds\n",
      "Optimal objective 6.79612843e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T21:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15168 rows and 1932 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1596 rows, 4434 columns, 7602 nonzeros\n",
      "Presolved model has 2940 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.608e+03\n",
      " Factor NZ  : 2.067e+04 (roughly 3 MBytes of memory)\n",
      " Factor Ops : 2.781e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   9.24345287e+08 -7.19871853e+08  6.53e+04 8.33e+02  1.00e+06     0s\n",
      "   1   2.42058822e+07 -1.78779574e+07  5.48e+03 7.00e+01  8.59e+04     0s\n",
      "   2   7.13360767e+05 -1.19039677e+07  3.42e+00 4.37e-02  1.45e+03     0s\n",
      "   3   6.98637710e+05  2.02557782e+03  1.67e-01 2.13e-03  7.74e+01     0s\n",
      "   4   6.75880779e+05  5.12595083e+05  9.71e-03 1.24e-04  1.81e+01     0s\n",
      "   5   6.67797162e+05  6.22167121e+05  2.39e-03 3.05e-05  5.07e+00     0s\n",
      "   6   6.60524885e+05  6.45379812e+05  5.25e-04 6.70e-06  1.68e+00     0s\n",
      "   7   6.56861172e+05  6.53215822e+05  7.27e-05 9.28e-07  4.05e-01     0s\n",
      "   8   6.55694539e+05  6.55274764e+05  7.28e-11 9.53e-13  4.66e-02     0s\n",
      "   9   6.55553344e+05  6.55530441e+05  2.10e-12 8.53e-14  2.54e-03     0s\n",
      "  10   6.55545489e+05  6.55544388e+05  1.71e-13 1.14e-13  1.22e-04     0s\n",
      "  11   6.55545089e+05  6.55545060e+05  2.42e-13 5.68e-14  3.22e-06     0s\n",
      "  12   6.55545076e+05  6.55545075e+05  1.99e-13 7.11e-14  9.04e-08     0s\n",
      "  13   6.55545075e+05  6.55545075e+05  1.99e-13 8.53e-14  2.39e-09     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.03 seconds\n",
      "Optimal objective 6.55545075e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T22:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15344 rows and 2208 columns\n",
      "Presolve time: 0.02s\n",
      "Presolved: 1420 rows, 3998 columns, 6814 nonzeros\n",
      "Presolved model has 2664 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.096e+03\n",
      " Factor NZ  : 1.837e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.470e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   8.26653714e+08 -6.41569741e+08  5.95e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.95539545e+07 -1.57449082e+07  4.52e+03 6.33e+01  7.79e+04     0s\n",
      "   2   6.74832423e+05 -1.11076049e+07  4.52e-03 6.33e-05  1.45e+03     0s\n",
      "   3   6.70761089e+05  2.12572465e+05  1.57e-04 2.20e-06  5.64e+01     0s\n",
      "   4   6.50781258e+05  5.74631106e+05  4.30e-06 6.02e-08  9.38e+00     0s\n",
      "   5   6.40612554e+05  6.20199032e+05  4.47e-07 6.26e-09  2.51e+00     0s\n",
      "   6   6.34681765e+05  6.31354759e+05  5.97e-13 5.68e-14  4.10e-01     0s\n",
      "   7   6.33676641e+05  6.33118722e+05  1.56e-13 7.11e-14  6.87e-02     0s\n",
      "   8   6.33499855e+05  6.33449980e+05  1.14e-13 8.53e-14  6.14e-03     0s\n",
      "   9   6.33482944e+05  6.33480816e+05  1.14e-13 5.68e-14  2.62e-04     0s\n",
      "  10   6.33482193e+05  6.33482161e+05  1.99e-13 7.11e-14  3.91e-06     0s\n",
      "  11   6.33482181e+05  6.33482180e+05  1.14e-13 5.68e-14  1.34e-07     0s\n",
      "  12   6.33482181e+05  6.33482181e+05  1.56e-13 5.68e-14  2.61e-09     0s\n",
      "\n",
      "Barrier solved model in 12 iterations and 0.04 seconds\n",
      "Optimal objective 6.33482181e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T22:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15344 rows and 2208 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1420 rows, 3998 columns, 6814 nonzeros\n",
      "Presolved model has 2664 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.096e+03\n",
      " Factor NZ  : 1.837e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.470e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   8.26527007e+08 -6.41453379e+08  5.95e+04 8.33e+02  1.00e+06     0s\n",
      "   1   2.04606827e+07 -1.60527431e+07  4.71e+03 6.60e+01  8.11e+04     0s\n",
      "   2   6.56344164e+05 -1.11382932e+07  4.71e-03 6.60e-05  1.45e+03     0s\n",
      "   3   6.52295831e+05  1.71212795e+04  2.33e-04 3.27e-06  7.82e+01     0s\n",
      "   4   6.30406724e+05  4.80275428e+05  1.52e-05 2.13e-07  1.85e+01     0s\n",
      "   5   6.23216591e+05  5.80467181e+05  3.84e-06 5.38e-08  5.27e+00     0s\n",
      "   6   6.14725350e+05  6.01526562e+05  3.84e-07 5.38e-09  1.63e+00     0s\n",
      "   7   6.12387492e+05  6.10081418e+05  3.82e-08 5.35e-10  2.84e-01     0s\n",
      "   8   6.11833802e+05  6.11655421e+05  1.03e-09 1.45e-11  2.20e-02     0s\n",
      "   9   6.11781206e+05  6.11771427e+05  1.97e-11 2.97e-13  1.20e-03     0s\n",
      "  10   6.11777914e+05  6.11777701e+05  2.13e-13 7.11e-14  2.62e-05     0s\n",
      "  11   6.11777823e+05  6.11777815e+05  1.56e-13 8.53e-14  9.82e-07     0s\n",
      "  12   6.11777820e+05  6.11777820e+05  1.28e-13 8.53e-14  3.52e-08     0s\n",
      "  13   6.11777820e+05  6.11777820e+05  1.99e-13 5.68e-14  1.52e-10     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.03 seconds\n",
      "Optimal objective 6.11777820e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T22:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15344 rows and 2208 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1420 rows, 3998 columns, 6814 nonzeros\n",
      "Presolved model has 2664 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.096e+03\n",
      " Factor NZ  : 1.837e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.470e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   8.26409356e+08 -6.41361313e+08  5.95e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.94501410e+07 -1.57114285e+07  4.51e+03 6.32e+01  7.77e+04     0s\n",
      "   2   6.44430903e+05 -1.10398348e+07  1.56e+00 2.18e-02  1.46e+03     0s\n",
      "   3   6.36045677e+05 -1.96947023e+05  1.02e-01 1.43e-03  1.03e+02     0s\n",
      "   4   6.11217933e+05  3.61789891e+05  8.02e-03 1.12e-04  3.07e+01     0s\n",
      "   5   6.05367085e+05  5.55979935e+05  1.44e-03 2.01e-05  6.08e+00     0s\n",
      "   6   5.97622778e+05  5.78305089e+05  2.95e-04 4.13e-06  2.38e+00     0s\n",
      "   7   5.93500184e+05  5.87303287e+05  5.15e-05 7.21e-07  7.63e-01     0s\n",
      "   8   5.91985618e+05  5.91503992e+05  1.74e-06 2.44e-08  5.93e-02     0s\n",
      "   9   5.91836482e+05  5.91812121e+05  2.65e-08 3.71e-10  3.00e-03     0s\n",
      "  10   5.91827988e+05  5.91827243e+05  2.96e-10 4.18e-12  9.18e-05     0s\n",
      "  11   5.91827692e+05  5.91827662e+05  7.32e-12 1.29e-13  3.72e-06     0s\n",
      "  12   5.91827680e+05  5.91827680e+05  1.14e-13 1.28e-13  9.65e-08     0s\n",
      "  13   5.91827680e+05  5.91827680e+05  9.95e-14 7.11e-14  1.01e-09     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.03 seconds\n",
      "Optimal objective 5.91827680e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T22:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15344 rows and 2208 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1420 rows, 3998 columns, 6814 nonzeros\n",
      "Presolved model has 2664 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 4.096e+03\n",
      " Factor NZ  : 1.837e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.470e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   8.26299431e+08 -6.41267553e+08  5.95e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.94069943e+07 -1.56971568e+07  4.51e+03 6.31e+01  7.77e+04     0s\n",
      "   2   6.30633834e+05 -1.10372934e+07  2.25e+00 3.16e-02  1.47e+03     0s\n",
      "   3   6.20493519e+05 -3.62121656e+05  1.75e-01 2.45e-03  1.21e+02     0s\n",
      "   4   5.93356683e+05  2.84995993e+05  1.01e-02 1.42e-04  3.80e+01     0s\n",
      "   5   5.87725899e+05  5.35310471e+05  1.25e-03 1.75e-05  6.46e+00     0s\n",
      "   6   5.79262553e+05  5.58934740e+05  2.35e-04 3.29e-06  2.50e+00     0s\n",
      "   7   5.74930392e+05  5.68970166e+05  3.61e-05 5.05e-07  7.34e-01     0s\n",
      "   8   5.73507805e+05  5.73069603e+05  9.31e-07 1.30e-08  5.40e-02     0s\n",
      "   9   5.73335809e+05  5.73305876e+05  8.86e-09 1.24e-10  3.69e-03     0s\n",
      "  10   5.73324799e+05  5.73323650e+05  1.46e-10 2.06e-12  1.42e-04     0s\n",
      "  11   5.73324352e+05  5.73324311e+05  3.69e-12 7.84e-14  5.04e-06     0s\n",
      "  12   5.73324333e+05  5.73324333e+05  1.71e-13 5.68e-14  7.94e-08     0s\n",
      "  13   5.73324333e+05  5.73324333e+05  1.71e-13 9.95e-14  3.07e-10     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.03 seconds\n",
      "Optimal objective 5.73324333e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T23:00:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15586 rows and 2556 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1178 rows, 3424 columns, 5756 nonzeros\n",
      "Presolved model has 2316 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 3.392e+03\n",
      " Factor NZ  : 1.520e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.042e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   7.15836133e+08 -5.55119472e+08  5.23e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.67045830e+07 -1.39579757e+07  3.91e+03 6.23e+01  7.68e+04     0s\n",
      "   2   5.96798228e+05 -9.98657311e+06  3.91e-03 6.23e-05  1.52e+03     0s\n",
      "   3   5.92868241e+05  5.86351698e+04  1.79e-04 2.86e-06  7.68e+01     0s\n",
      "   4   5.71139824e+05  4.49917743e+05  1.06e-05 1.68e-07  1.74e+01     0s\n",
      "   5   5.64810737e+05  5.28235861e+05  2.78e-06 4.44e-08  5.26e+00     0s\n",
      "   6   5.57691722e+05  5.45222808e+05  2.93e-07 4.67e-09  1.79e+00     0s\n",
      "   7   5.55603807e+05  5.53256854e+05  4.34e-08 6.91e-10  3.37e-01     0s\n",
      "   8   5.55054089e+05  5.54843787e+05  1.30e-09 2.08e-11  3.02e-02     0s\n",
      "   9   5.54993191e+05  5.54983305e+05  8.37e-12 1.53e-13  1.42e-03     0s\n",
      "  10   5.54989608e+05  5.54989217e+05  9.95e-14 9.95e-14  5.62e-05     0s\n",
      "  11   5.54989460e+05  5.54989450e+05  9.95e-14 7.11e-14  1.44e-06     0s\n",
      "  12   5.54989455e+05  5.54989455e+05  1.85e-13 8.53e-14  3.60e-08     0s\n",
      "  13   5.54989455e+05  5.54989455e+05  1.71e-13 5.68e-14  2.29e-09     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.02 seconds\n",
      "Optimal objective 5.54989455e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T23:15:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15586 rows and 2556 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1178 rows, 3430 columns, 5762 nonzeros\n",
      "Presolved model has 2316 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 3.392e+03\n",
      " Factor NZ  : 1.520e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.042e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   7.15733416e+08 -5.55049985e+08  5.23e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.71546475e+07 -1.41099918e+07  4.01e+03 6.39e+01  7.87e+04     0s\n",
      "   2   5.81508651e+05 -1.00063248e+07  4.01e-03 6.39e-05  1.52e+03     0s\n",
      "   3   5.77777434e+05 -1.41527779e+05  2.54e-04 4.05e-06  1.03e+02     0s\n",
      "   4   5.54384332e+05  3.47141412e+05  1.96e-05 3.12e-07  2.98e+01     0s\n",
      "   5   5.49006847e+05  5.06861558e+05  3.56e-06 5.68e-08  6.06e+00     0s\n",
      "   6   5.40864421e+05  5.29801223e+05  2.21e-07 3.53e-09  1.59e+00     0s\n",
      "   7   5.37955281e+05  5.35532782e+05  3.00e-08 4.79e-10  3.48e-01     0s\n",
      "   8   5.37102932e+05  5.36860483e+05  1.87e-09 2.99e-11  3.48e-02     0s\n",
      "   9   5.37005515e+05  5.36985691e+05  3.56e-11 5.93e-13  2.85e-03     0s\n",
      "  10   5.36998251e+05  5.36997487e+05  4.69e-13 8.53e-14  1.10e-04     0s\n",
      "  11   5.36997959e+05  5.36997942e+05  8.53e-14 1.14e-13  2.42e-06     0s\n",
      "  12   5.36997952e+05  5.36997951e+05  9.95e-14 4.26e-14  2.03e-08     0s\n",
      "  13   5.36997952e+05  5.36997952e+05  9.95e-14 1.14e-13  6.43e-10     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.02 seconds\n",
      "Optimal objective 5.36997952e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T23:30:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 4e+02]\n",
      "Presolve removed 15586 rows and 2556 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1178 rows, 3424 columns, 5756 nonzeros\n",
      "Presolved model has 2316 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 3.392e+03\n",
      " Factor NZ  : 1.520e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.042e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   7.15638328e+08 -5.54951235e+08  5.23e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.66244755e+07 -1.39323366e+07  3.90e+03 6.22e+01  7.66e+04     0s\n",
      "   2   5.67484496e+05 -9.93201160e+06  3.90e-03 6.22e-05  1.51e+03     0s\n",
      "   3   5.64100123e+05 -3.07753033e+05  3.06e-04 4.88e-06  1.25e+02     0s\n",
      "   4   5.38485973e+05  2.79503210e+05  1.33e-05 2.11e-07  3.72e+01     0s\n",
      "   5   5.33340230e+05  4.87544553e+05  1.66e-06 2.66e-08  6.59e+00     0s\n",
      "   6   5.25707942e+05  5.08180980e+05  2.92e-07 4.65e-09  2.52e+00     0s\n",
      "   7   5.21913544e+05  5.18284717e+05  3.11e-08 4.96e-10  5.22e-01     0s\n",
      "   8   5.20654572e+05  5.20296280e+05  1.38e-09 2.20e-11  5.15e-02     0s\n",
      "   9   5.20513590e+05  5.20481377e+05  7.37e-11 1.20e-12  4.63e-03     0s\n",
      "  10   5.20500957e+05  5.20499628e+05  1.26e-12 8.53e-14  1.91e-04     0s\n",
      "  11   5.20500468e+05  5.20500447e+05  1.14e-13 5.68e-14  3.03e-06     0s\n",
      "  12   5.20500461e+05  5.20500460e+05  1.28e-13 8.53e-14  4.02e-08     0s\n",
      "  13   5.20500461e+05  5.20500461e+05  7.11e-14 7.11e-14  3.81e-10     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.02 seconds\n",
      "Optimal objective 5.20500461e+05\n",
      "\n",
      "Simulation TimeStamp: 2018-08-26T23:45:00\n",
      "Optimize a model with 16764 rows, 4920 columns and 28008 nonzeros\n",
      "Model has 4872 quadratic objective terms\n",
      "Coefficient statistics:\n",
      "  Matrix range     [1e+00, 1e+00]\n",
      "  Objective range  [6e+01, 2e+02]\n",
      "  QObjective range [2e+00, 3e+00]\n",
      "  Bounds range     [1e-02, 1e+01]\n",
      "  RHS range        [5e-05, 3e+02]\n",
      "Presolve removed 15586 rows and 2556 columns\n",
      "Presolve time: 0.01s\n",
      "Presolved: 1178 rows, 3424 columns, 5756 nonzeros\n",
      "Presolved model has 2316 quadratic objective terms\n",
      "Ordering time: 0.00s\n",
      "\n",
      "Barrier statistics:\n",
      " AA' NZ     : 3.392e+03\n",
      " Factor NZ  : 1.520e+04 (roughly 2 MBytes of memory)\n",
      " Factor Ops : 2.042e+05 (less than 1 second per iteration)\n",
      " Threads    : 1\n",
      "\n",
      "                  Objective                Residual\n",
      "Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "   0   7.15550836e+08 -5.54876823e+08  5.23e+04 8.33e+02  1.00e+06     0s\n",
      "   1   1.65884057e+07 -1.39205733e+07  3.90e+03 6.22e+01  7.65e+04     0s\n",
      "   2   5.54416297e+05 -9.92710102e+06  3.90e-03 6.22e-05  1.51e+03     0s\n",
      "   3   5.51575109e+05 -6.63387156e+05  4.32e-04 6.89e-06  1.75e+02     0s\n",
      "   4   5.32113844e+05  6.18232394e+04  4.20e-05 6.71e-07  6.76e+01     0s\n",
      "   5   5.21231283e+05  3.34676024e+05  1.59e-05 2.53e-07  2.68e+01     0s\n",
      "   6   5.16262824e+05  4.78910777e+05  2.13e-06 3.40e-08  5.37e+00     0s\n",
      "   7   5.10066719e+05  4.95220434e+05  4.76e-07 7.60e-09  2.13e+00     0s\n",
      "   8   5.06180013e+05  5.03608839e+05  3.15e-08 5.02e-10  3.70e-01     0s\n",
      "   9   5.05452205e+05  5.05398129e+05  1.13e-10 1.82e-12  7.78e-03     0s\n",
      "  10   5.05431168e+05  5.05430478e+05  2.27e-13 5.68e-14  9.92e-05     0s\n",
      "  11   5.05430891e+05  5.05430854e+05  1.28e-13 1.14e-13  5.33e-06     0s\n",
      "  12   5.05430879e+05  5.05430878e+05  7.11e-14 5.68e-14  1.40e-07     0s\n",
      "  13   5.05430879e+05  5.05430879e+05  9.95e-14 5.68e-14  2.71e-10     0s\n",
      "\n",
      "Barrier solved model in 13 iterations and 0.03 seconds\n",
      "Optimal objective 5.05430879e+05\n",
      "\n"
     ]
    }
   ],
   "source": [
    "run_sim_model!(sim; verbose = true)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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   "name": "julia-1.4"
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  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
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