{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# GEONE - Pluri-Gaussian simulation (PGS)\n",
    "\n",
    "Pluri-Gaussian simulation (PGS) in 1D, 2D and 3D.\n",
    "\n",
    "A pluri-Gaussian simulation $Z(x)$ is defined as $Z(x) = f(T_1(x), T_2(x))$ where\n",
    "\n",
    "- $T_1, T_2$ are two independent multi-Gaussian random fields (latent fields) defined over a same grid\n",
    "- $f$ is a function defining the final value (categorical) in the field $Z$; it is given as a \"flag\"\n",
    "\n",
    "## Import what is required"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib\n",
    "import time\n",
    "import pyvista as pv\n",
    "\n",
    "# import package 'geone'\n",
    "import geone as gn"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "sys.version_info(major=3, minor=13, micro=7, releaselevel='final', serial=0)\n",
      "geone version: 1.3.1\n"
     ]
    }
   ],
   "source": [
    "# Show version of python and version of geone\n",
    "import sys \n",
    "print(sys.version_info)\n",
    "print('geone version: ' + gn.__version__)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "pv.set_jupyter_backend('static') # to get static plots within the jupyter notebook"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Function `geone.pgs.pluriGaussianSim`\n",
    "\n",
    "This function allows to generate realizations in 1D, 2D and 3D (see examples below). Conditional and unconditional simulations can be done. For conditional simulation, a kind of Metropolis-Hasting algorithm is used (see help of the function); if conditioning fails, it is possible to get less realizations than the specified number (warning is displayed depending on the `verbose` keyword argument).\n",
    "\n",
    "In full output mode (keyword argument `full_output=True` (default)), in addition to the resulting $Z$ fields, are retrieved in output: the two latent fields for every realization as well as a list of 1d-array (one per realization) containing the number of conditioning locations honoured at each iteration of the Metropolis-Hasting algorithm."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Example : conditional 1D PGS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Categories\n",
    "ncat = 4\n",
    "categVal = np.array([1, 2, 3, 4])\n",
    "\n",
    "# Parameters for display (used further)\n",
    "categCol = ['lightblue', 'darkgreen', 'orange', 'brown']\n",
    "im_T1_display={'cmap':'terrain'}\n",
    "im_T2_display={'cmap':'terrain'}\n",
    "im_Z_display={'categ':True, 'categVal':categVal, 'categCol':categCol}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "pluriGaussianSim: simulation 1 of 3...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 101 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 102 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 103 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 104 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 105 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 106 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 107 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 108 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 109 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 110 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 111 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 112 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 113 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 114 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 115 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 116 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 117 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 118 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 119 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 120 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 121 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 122 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 123 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 124 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 125 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 126 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 127 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 128 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 129 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 130 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 131 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 132 of 100,  200...\n",
      "pluriGaussianSim: simulation 2 of 3...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim: simulation 3 of 3...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 100 of 100,  200...\n",
      "Elapsed time: 0.13 sec\n",
      "Number of realizations generated: 3\n",
      "Conditioning data honoured ? True\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/julien/miniconda3/envs/py313/lib/python3.13/site-packages/geone/covModel.py:380: RuntimeWarning: invalid value encountered in scalar power\n",
      "  u1 = (0.5*u)**nu\n"
     ]
    }
   ],
   "source": [
    "# Simulation grid (domain)\n",
    "# ------------------------\n",
    "nx, ny, nz = 220, 1,   1    # number of cells\n",
    "sx, sy, sz = 0.5, 1.0, 1.0  # cell unit\n",
    "ox, oy, oz = 0.0, 0.0, 0.0  # origin\n",
    "\n",
    "# Covariance model for T1, T2 (latent fields)\n",
    "# -------------------------------------------\n",
    "r_T1 = 15.0\n",
    "w_T1 = 1.0\n",
    "nu_T1 = 1.5\n",
    "cov_model_T1 = gn.covModel.CovModel1D(elem=[\n",
    "    ('matern', {'w':w_T1, 'r':gn.covModel.cov_matern_get_r_param(nu_T1, r_T1), 'nu':nu_T1}),\n",
    "    ], name='cov_model_T1')\n",
    "\n",
    "r_T2 = 30.0\n",
    "w_T2 = 1.0\n",
    "nu_T2 = 1.5\n",
    "cov_model_T2 = gn.covModel.CovModel1D(elem=[\n",
    "    ('matern', {'w':w_T2, 'r':gn.covModel.cov_matern_get_r_param(nu_T2, r_T2), 'nu':nu_T2}),\n",
    "    ], name='cov_model_T2')\n",
    "\n",
    "# Mean of T1, T2\n",
    "mean_T1 = 0.0\n",
    "mean_T2 = 0.0\n",
    "\n",
    "# Flag definition\n",
    "# ---------------\n",
    "def flag_value(x, y):\n",
    "    v0, v1, v2, v3 = categVal\n",
    "    x1 = x < -0.5\n",
    "    y1 = y < -1.\n",
    "    y2 = y < 1.\n",
    "    return v0 * x1 + (1-x1) * (v1 * y1 + (1-y1) * (v2*y2 + v3*(1-y2)))\n",
    "\n",
    "# Pluri-Gaussian simulation: Z = flag_value(T1, T2)\n",
    "# -------------------------------------------------\n",
    "\n",
    "# ----- Parameters -----\n",
    "# Conditioning data\n",
    "#x = None\n",
    "#v = None\n",
    "##\n",
    "x = np.array([17.25, 27.25, 54.25, 66.25, 75.25])\n",
    "v = np.array([1, 1, 2, 4, 4])\n",
    "v_col = [categCol[np.where(vv ==categVal)[0][0]] for vv in v] # for plotting hard data (used further)\n",
    "# or:\n",
    "#v_col = gn.imgplot.get_colors_from_values(v.astype(float), categ=True, categVal=categVal, categCol=categCol)\n",
    "\n",
    "# Number of realizations and seed\n",
    "nreal = 3\n",
    "seed_sim = 1345\n",
    "# ----------------------\n",
    "\n",
    "# Simulation\n",
    "np.random.seed(seed_sim)\n",
    "t1 = time.time()\n",
    "Z, T1, T2, n_cond_ok = gn.pgs.pluriGaussianSim(\n",
    "    cov_model_T1, cov_model_T2, flag_value, nx, sx, ox,\n",
    "    x=x, v=v,\n",
    "    algo_T1='fft', params_T1={'mean':mean_T1},\n",
    "    algo_T2='fft', params_T2={'mean':mean_T2, 'rangeFactorForExtensionMin':2},\n",
    "    # algo_T1='classic', params_T1={'mean':mean_T1, 'nneighborMax':24}, # alternative algo for T1\n",
    "    # algo_T2='classic', params_T1={'mean':mean_T2, 'nneighborMax':24}, # alternative algo for T2\n",
    "    nreal=nreal,\n",
    "    accept_init=0.75, accept_pow=2.0,\n",
    "    mh_iter_min=100, mh_iter_max=200,\n",
    "    full_output=True,\n",
    "    verbose=4,\n",
    ")\n",
    "t2 = time.time()\n",
    "print(f'Elapsed time: {t2-t1:.2g} sec')\n",
    "print(f'Number of realizations generated: {Z.shape[0]}')\n",
    "\n",
    "# Fill image\n",
    "im_Z = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=Z.shape[0], val=Z)\n",
    "im_T1 = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=T1.shape[0], val=T1)\n",
    "im_T2 = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=T2.shape[0], val=T2)\n",
    "\n",
    "# Check conditioning\n",
    "if x is not None and im_Z.nv > 0:\n",
    "    # Get index of conditioning location in simulation grid\n",
    "    x_grid_index = [gn.img.pointToGridIndex(xx, 0., 0., sx, sy, sz, ox, oy, oz) for xx in x]\n",
    "\n",
    "    # Get value at hard data\n",
    "    im_Z_value_at_x = np.asarray([[im_Z.val[i][grid_index[::-1]] for grid_index in x_grid_index] \n",
    "                                  for i in range(im_Z.nv)])\n",
    "    conditioning_ok = np.all(im_Z_value_at_x == v)\n",
    "    print('Conditioning data honoured ?', conditioning_ok)\n",
    "    if not conditioning_ok:\n",
    "        #print('Conditioning data, peak-to-peak diff:', np.ptp(im_Z_value_at_x - v))\n",
    "        print('Conditioning data, ok at:', 100*np.mean(im_Z_value_at_x == v), '%')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1500x1200 with 8 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Set spacing in y direction (1 cell) to visualize images using gn.imgplot.drawImage2D\n",
    "im_T1.sy = .2 * im_T1.sx*im_T1.nx \n",
    "im_T2.sy = .2 * im_T2.sx*im_T2.nx \n",
    "im_Z.sy = .2 * im_Z.sx*im_Z.nx \n",
    "\n",
    "# Plot results \n",
    "# ------------\n",
    "ireal = 0 # realization to plot\n",
    "\n",
    "# Fill image for flag\n",
    "# ------------------\n",
    "fnx, fny, fnz = 50, 50, 1\n",
    "fox, foy, foz = im_T1.val[ireal].min(), im_T2.val[ireal].min(), 0.0\n",
    "fsx, fsy, fsz = (im_T1.val[ireal].max() - fox)/fnx, (im_T2.val[ireal].max() - foy)/fny, 1.0\n",
    "fx = fox + (np.arange(fnx)+0.5)*fsx \n",
    "fy = foy + (np.arange(fny)+0.5)*fsy \n",
    "yy, xx = np.meshgrid (fy, fx, indexing='ij')\n",
    "fv = flag_value(xx, yy)\n",
    "im_flag = gn.img.Img(nx=fnx, ny=fny, nz=fnz, sx=fsx, sy=fsy, sz=fsz, ox=fox, oy=foy, oz=foz, nv=1, val=fv)\n",
    "\n",
    "# Plot\n",
    "# ----\n",
    "marker_loc = ['x', '+', 'd', 'o', '*']\n",
    "\n",
    "plt.subplots(2,2, figsize=(15, 12))\n",
    "\n",
    "# T1\n",
    "plt.subplot(2,2,1)\n",
    "gn.imgplot.drawImage2D(im_T1, iv=ireal, **im_T1_display)\n",
    "# Add conditioning location\n",
    "if x is not None:\n",
    "    yc = im_T1.oy+0.5*im_T1.sy\n",
    "    # plt.plot(x, yc*np.ones_like(x), 'rx', markersize=20)\n",
    "    for i in range(len(x)): \n",
    "        plt.scatter(x[i], yc, marker=marker_loc[i%len(marker_loc)], color='red', s=80, linewidths=1)\n",
    "\n",
    "plt.title('T1')\n",
    "\n",
    "# Z\n",
    "plt.subplot(2,2,2)\n",
    "gn.imgplot.drawImage2D(im_Z, iv=ireal, **im_Z_display)\n",
    "# Add conditioning data\n",
    "if x is not None:\n",
    "    yc = im_Z.oy+0.5*im_Z.sy\n",
    "    plt.scatter(x, yc*np.ones_like(x), marker='o', s=50, color=v_col, edgecolors='black', linewidths=1)\n",
    "\n",
    "plt.title('Z')\n",
    "\n",
    "# flag\n",
    "plt.subplot(2,2,3)\n",
    "gn.imgplot.drawImage2D(im_flag, **im_Z_display)\n",
    "plt.xlabel('T1 value')\n",
    "plt.ylabel('T2 value')\n",
    "plt.title(f'Flag')\n",
    "\n",
    "# Add conditioning location\n",
    "if x is not None:\n",
    "    indx, indy, indz = gn.img.pointToGridIndex(x, np.zeros_like(x), np.zeros_like(x), sx, sy, sz, ox, oy, oz)\n",
    "    y1 = np.array([im_T1.val[ireal, iz, iy, ix] for ix, iy, iz in zip(indx, indy, indz)])\n",
    "    y2 = np.array([im_T2.val[ireal, iz, iy, ix] for ix, iy, iz in zip(indx, indy, indz)])\n",
    "    for i in range(len(y1)):\n",
    "        plt.scatter(y1[i], y2[i], marker=marker_loc[i%len(marker_loc)], color='red', s=80, linewidths=1)\n",
    "\n",
    "# T2\n",
    "plt.subplot(2,2,4)\n",
    "gn.imgplot.drawImage2D(im_T2, iv=ireal, **im_T2_display)\n",
    "# Add conditioning location\n",
    "if x is not None:\n",
    "    yc = im_T2.oy+0.5*im_T2.sy\n",
    "    # plt.plot(x, yc*np.ones_like(x), 'rx', markersize=20)\n",
    "    for i in range(len(x)): \n",
    "        plt.scatter(x[i], yc, marker=marker_loc[i%len(marker_loc)], color='red', s=80, linewidths=1)\n",
    "\n",
    "plt.title('T2')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1500x600 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot 3 realizations of Z\n",
    "plt.subplots(3,1, sharex=True, sharey=True, figsize=(15,6))\n",
    "plt.subplot(3,1,1)\n",
    "for j in range(3):\n",
    "    plt.subplot(3,1,j+1)\n",
    "    gn.imgplot.drawImage2D(im_Z, iv=j, **im_Z_display)\n",
    "    if x is not None:\n",
    "        yc = im_Z.oy+0.5*im_Z.sy\n",
    "        plt.scatter(x, yc*np.ones_like(x), marker='o', s=50, color=v_col, edgecolors='black', linewidths=1)\n",
    "    plt.title(f'real #{j}')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1600x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot number of conditioning data honoured as function of iteration (Metropolis-Hasting / Gibbs sampler)\n",
    "if x is not None:\n",
    "    plt.figure(figsize=(16,8))\n",
    "    for j in range(3):\n",
    "        plt.plot(n_cond_ok[j], label=f'real #{j}')\n",
    "\n",
    "    plt.grid()\n",
    "    plt.legend()\n",
    "    plt.title('Number of hard data honoured as function of Gibbs iteration')\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 100 realizations (same setup)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "pluriGaussianSim: simulation 1 of 100...\n",
      "pluriGaussianSim: simulation 2 of 100...\n",
      "pluriGaussianSim: simulation 3 of 100...\n",
      "pluriGaussianSim: simulation 4 of 100...\n",
      "pluriGaussianSim: simulation 5 of 100...\n",
      "pluriGaussianSim: simulation 6 of 100...\n",
      "pluriGaussianSim: simulation 7 of 100...\n",
      "pluriGaussianSim: simulation 8 of 100...\n",
      "pluriGaussianSim: simulation 9 of 100...\n",
      "pluriGaussianSim: simulation 10 of 100...\n",
      "pluriGaussianSim: simulation 11 of 100...\n",
      "pluriGaussianSim: simulation 12 of 100...\n",
      "pluriGaussianSim: simulation 13 of 100...\n",
      "pluriGaussianSim: simulation 14 of 100...\n",
      "pluriGaussianSim: simulation 15 of 100...\n",
      "pluriGaussianSim: simulation 16 of 100...\n",
      "pluriGaussianSim: simulation 17 of 100...\n",
      "pluriGaussianSim: simulation 18 of 100...\n",
      "pluriGaussianSim: simulation 19 of 100...\n",
      "pluriGaussianSim: simulation 20 of 100...\n",
      "pluriGaussianSim: simulation 21 of 100...\n",
      "pluriGaussianSim: simulation 22 of 100...\n",
      "pluriGaussianSim: simulation 23 of 100...\n",
      "pluriGaussianSim: simulation 24 of 100...\n",
      "pluriGaussianSim: simulation 25 of 100...\n",
      "pluriGaussianSim: simulation 26 of 100...\n",
      "pluriGaussianSim: simulation 27 of 100...\n",
      "pluriGaussianSim: simulation 28 of 100...\n",
      "pluriGaussianSim: simulation 29 of 100...\n",
      "pluriGaussianSim: simulation 30 of 100...\n",
      "pluriGaussianSim: simulation 31 of 100...\n",
      "pluriGaussianSim: simulation 32 of 100...\n",
      "pluriGaussianSim: simulation 33 of 100...\n",
      "pluriGaussianSim: simulation 34 of 100...\n",
      "pluriGaussianSim: simulation 35 of 100...\n",
      "pluriGaussianSim: simulation 36 of 100...\n",
      "pluriGaussianSim: simulation 37 of 100...\n",
      "pluriGaussianSim: simulation 38 of 100...\n",
      "pluriGaussianSim: simulation 39 of 100...\n",
      "pluriGaussianSim: simulation 40 of 100...\n",
      "pluriGaussianSim: simulation 41 of 100...\n",
      "pluriGaussianSim: simulation 42 of 100...\n",
      "pluriGaussianSim: simulation 43 of 100...\n",
      "pluriGaussianSim: simulation 44 of 100...\n",
      "pluriGaussianSim: simulation 45 of 100...\n",
      "pluriGaussianSim: simulation 46 of 100...\n",
      "pluriGaussianSim: simulation 47 of 100...\n",
      "pluriGaussianSim: simulation 48 of 100...\n",
      "pluriGaussianSim: simulation 49 of 100...\n",
      "pluriGaussianSim: simulation 50 of 100...\n",
      "pluriGaussianSim: simulation 51 of 100...\n",
      "pluriGaussianSim: simulation 52 of 100...\n",
      "pluriGaussianSim: simulation 53 of 100...\n",
      "pluriGaussianSim: simulation 54 of 100...\n",
      "pluriGaussianSim: simulation 55 of 100...\n",
      "pluriGaussianSim: simulation 56 of 100...\n",
      "pluriGaussianSim: simulation 57 of 100...\n",
      "pluriGaussianSim: simulation 58 of 100...\n",
      "pluriGaussianSim: simulation 59 of 100...\n",
      "pluriGaussianSim: simulation 60 of 100...\n",
      "pluriGaussianSim: simulation 61 of 100...\n",
      "pluriGaussianSim: simulation 62 of 100...\n",
      "pluriGaussianSim: simulation 63 of 100...\n",
      "pluriGaussianSim: simulation 64 of 100...\n",
      "pluriGaussianSim: simulation 65 of 100...\n",
      "pluriGaussianSim: simulation 66 of 100...\n",
      "pluriGaussianSim: simulation 67 of 100...\n",
      "pluriGaussianSim: simulation 68 of 100...\n",
      "pluriGaussianSim: simulation 69 of 100...\n",
      "pluriGaussianSim: simulation 70 of 100...\n",
      "pluriGaussianSim: simulation 71 of 100...\n",
      "pluriGaussianSim: simulation 72 of 100...\n",
      "pluriGaussianSim: simulation 73 of 100...\n",
      "pluriGaussianSim: simulation 74 of 100...\n",
      "pluriGaussianSim: simulation 75 of 100...\n",
      "pluriGaussianSim: simulation 76 of 100...\n",
      "pluriGaussianSim: simulation 77 of 100...\n",
      "pluriGaussianSim: simulation 78 of 100...\n",
      "pluriGaussianSim: simulation 79 of 100...\n",
      "pluriGaussianSim: simulation 80 of 100...\n",
      "pluriGaussianSim: simulation 81 of 100...\n",
      "pluriGaussianSim: simulation 82 of 100...\n",
      "pluriGaussianSim: simulation 83 of 100...\n",
      "pluriGaussianSim: simulation 84 of 100...\n",
      "pluriGaussianSim: simulation 85 of 100...\n",
      "pluriGaussianSim: simulation 86 of 100...\n",
      "pluriGaussianSim: simulation 87 of 100...\n",
      "pluriGaussianSim: simulation 88 of 100...\n",
      "pluriGaussianSim: simulation 89 of 100...\n",
      "pluriGaussianSim: simulation 90 of 100...\n",
      "pluriGaussianSim: simulation 91 of 100...\n",
      "pluriGaussianSim: simulation 92 of 100...\n",
      "pluriGaussianSim: simulation 93 of 100...\n",
      "pluriGaussianSim: simulation 94 of 100...\n",
      "pluriGaussianSim: simulation 95 of 100...\n",
      "pluriGaussianSim: simulation 96 of 100...\n",
      "pluriGaussianSim: simulation 97 of 100...\n",
      "pluriGaussianSim: simulation 98 of 100...\n",
      "pluriGaussianSim: simulation 99 of 100...\n",
      "pluriGaussianSim: simulation 100 of 100...\n",
      "pluriGaussianSim: WARNING: some realization failed (missing)\n",
      "Elapsed time: 3.8 sec\n",
      "Number of realizations generated: 95\n",
      "Conditioning data honoured ? True\n"
     ]
    }
   ],
   "source": [
    "# Number of realizations and seed\n",
    "nreal = 100\n",
    "seed_sim = 1345\n",
    "\n",
    "# Simulation\n",
    "np.random.seed(seed_sim)\n",
    "t1 = time.time()\n",
    "Z = gn.pgs.pluriGaussianSim(\n",
    "    cov_model_T1, cov_model_T2, flag_value, nx, sx, ox,\n",
    "    x=x, v=v,\n",
    "    algo_T1='fft', params_T1={'mean':mean_T1},\n",
    "    algo_T2='fft', params_T2={'mean':mean_T2, 'rangeFactorForExtensionMin':2},\n",
    "    # algo_T1='classic', params_T1={'mean':mean_T1, 'nneighborMax':24}, # alternative algo for T1\n",
    "    # algo_T2='classic', params_T1={'mean':mean_T2, 'nneighborMax':24}, # alternative algo for T2\n",
    "    nreal=nreal,\n",
    "    accept_init=0.75, accept_pow=2.0,\n",
    "    mh_iter_min=100, mh_iter_max=200,\n",
    "    full_output=False,\n",
    "    verbose=2,\n",
    ")\n",
    "t2 = time.time()\n",
    "print(f'Elapsed time: {t2-t1:.2g} sec')\n",
    "print(f'Number of realizations generated: {Z.shape[0]}')\n",
    "\n",
    "# Fill image\n",
    "im_Z = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=Z.shape[0], val=Z)\n",
    "\n",
    "# Check conditioning\n",
    "if x is not None and im_Z.nv > 0:\n",
    "    # Get index of conditioning location in simulation grid\n",
    "    x_grid_index = [gn.img.pointToGridIndex(xx, 0., 0., sx, sy, sz, ox, oy, oz) for xx in x]\n",
    "\n",
    "    # Get value at hard data\n",
    "    im_Z_value_at_x = np.asarray([[im_Z.val[i][grid_index[::-1]] for grid_index in x_grid_index] \n",
    "                                  for i in range(im_Z.nv)])\n",
    "    conditioning_ok = np.all(im_Z_value_at_x == v)\n",
    "    print('Conditioning data honoured ?', conditioning_ok)\n",
    "    if not conditioning_ok:\n",
    "        #print('Conditioning data, peak-to-peak diff:', np.ptp(im_Z_value_at_x - v))\n",
    "        print('Conditioning data, ok at:', 100*np.mean(im_Z_value_at_x == v), '%')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1500x500 with 8 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Set spacing in y direction (1 cell) to visualize images using gn.imgplot.drawImage2D\n",
    "im_Z.sy = .2 * im_Z.sx*im_Z.nx \n",
    "\n",
    "# Statistics (proportion map)\n",
    "# ---------------------------\n",
    "im_Z_stats = gn.img.imageCategProp(im_Z, categVal)\n",
    "\n",
    "prop_col = categCol # colors for the proportion maps\n",
    "cmap = [gn.customcolors.custom_cmap(['white', c]) for c in prop_col]\n",
    "\n",
    "# Plot\n",
    "# ----\n",
    "plt.subplots(2,2, sharex=True, sharey=True, figsize=(15,5))\n",
    "plt.subplot(2,2,1)\n",
    "for j in range(4):\n",
    "    plt.subplot(2,2,j+1)\n",
    "    gn.imgplot.drawImage2D(im_Z_stats, iv=j, cmap=cmap[j], vmin=0, vmax=1)\n",
    "    if x is not None:\n",
    "        yc = im_Z.oy+0.5*im_Z.sy\n",
    "        plt.scatter(x, yc*np.ones_like(x), marker='o', s=50, color=v_col, edgecolors='black', linewidths=1)\n",
    "    plt.title(f'proportion map ({im_Z.nv} real.), facies {categVal[j]}')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Example : conditional 2D PGS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Categories\n",
    "ncat = 4\n",
    "categVal = np.array([1, 2, 3, 4])\n",
    "\n",
    "# Parameters for display (used further)\n",
    "categCol = ['lightblue', 'darkgreen', 'orange', 'brown']\n",
    "im_T1_display={'cmap':'terrain'}\n",
    "im_T2_display={'cmap':'terrain'}\n",
    "im_Z_display={'categ':True, 'categVal':categVal, 'categCol':categCol}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/julien/miniconda3/envs/py313/lib/python3.13/site-packages/geone/covModel.py:380: RuntimeWarning: invalid value encountered in scalar power\n",
      "  u1 = (0.5*u)**nu\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "pluriGaussianSim: simulation 1 of 3...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim: simulation 2 of 3...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim: simulation 3 of 3...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 100 of 100,  200...\n",
      "Elapsed time: 0.49 sec\n",
      "Number of realizations generated: 3\n",
      "Conditioning data honoured ? True\n"
     ]
    }
   ],
   "source": [
    "# Simulation grid (domain)\n",
    "# ------------------------\n",
    "nx, ny, nz = 220, 210, 1    # number of cells\n",
    "sx, sy, sz = 0.5, 0.5, 1.0  # cell unit\n",
    "ox, oy, oz = 0.0, 0.0, 0.0  # origin\n",
    "\n",
    "# Covariance model for T1, T2 (latent fields)\n",
    "# -------------------------------------\n",
    "r_T1 = 1.0*np.array([25.0, 25.0])\n",
    "w_T1 = 1.0\n",
    "nu_T1 = 1.5\n",
    "cov_model_T1 = gn.covModel.CovModel2D(elem=[\n",
    "    ('matern', {'w':w_T1, 'r':np.array([gn.covModel.cov_matern_get_r_param(nu_T1, r) for r in r_T1]), 'nu':nu_T1}),\n",
    "    ], alpha=0.0, name='cov_model_T1')\n",
    "\n",
    "r_T2 = 1.0*np.array([30.0, 10.0])\n",
    "w_T2 = 1.0\n",
    "nu_T2 = 1.5\n",
    "cov_model_T2 = gn.covModel.CovModel2D(elem=[\n",
    "    ('matern', {'w':w_T2, 'r':np.array([gn.covModel.cov_matern_get_r_param(nu_T2, r) for r in r_T2]), 'nu':nu_T2}),\n",
    "    ], alpha=-45.0, name='cov_model_T2')\n",
    "\n",
    "# Mean of T1, T2\n",
    "mean_T1 = 0.0\n",
    "mean_T2 = 0.0\n",
    "\n",
    "# Flag definition\n",
    "# ---------------\n",
    "def flag_value(x, y):\n",
    "    v0, v1, v2, v3 = categVal\n",
    "    x1 = x < -0.5\n",
    "    y1 = y < -1.\n",
    "    y2 = y < 1.\n",
    "    return v0 * x1 + (1-x1) * (v1 * y1 + (1-y1) * (v2*y2 + v3*(1-y2)))\n",
    "\n",
    "# Pluri-Gaussian simulation: Z = flag_value(T1, T2)\n",
    "# -------------------------------------------------\n",
    "\n",
    "# ----- Parameters -----\n",
    "# Conditioning data\n",
    "#x = None\n",
    "#v = None\n",
    "##\n",
    "x = np.array([[37.25, 25.25],\n",
    "              [67.25, 24.25],\n",
    "              [50.25, 52.25],\n",
    "              [36.25, 80.25],\n",
    "              [66.25, 81.25]])\n",
    "v = np.array([1, 1, 2, 4, 4])\n",
    "v_col = [categCol[np.where(vv ==categVal)[0][0]] for vv in v] # for plotting hard data (used further)\n",
    "# or:\n",
    "#v_col = gn.imgplot.get_colors_from_values(v.astype(float), categ=True, categVal=categVal, categCol=categCol)\n",
    "##\n",
    "##\n",
    "#np.random.seed(123)\n",
    "#nhd = 30\n",
    "#x = np.array((ox + np.random.random(nhd)*nx*sx, oy + np.random.random(nhd)*ny*sy)).T\n",
    "#v = np.random.choice(categVal, replace=True, size=nhd)\n",
    "#v_col = [categCol[np.where(vv ==categVal)[0][0]] for vv in v] # for plotting hard data (used further)\n",
    "\n",
    "# Number of realizations and seed\n",
    "nreal = 3\n",
    "seed_sim = 1345\n",
    "# ----------------------\n",
    "\n",
    "# Simulation\n",
    "np.random.seed(seed_sim)\n",
    "t1 = time.time()\n",
    "Z, T1, T2, n_cond_ok = gn.pgs.pluriGaussianSim(\n",
    "    cov_model_T1, cov_model_T2, flag_value, (nx, ny), (sx, sy), (ox, oy),\n",
    "    x=x, v=v,\n",
    "    algo_T1='fft', params_T1={'mean':mean_T1},\n",
    "    algo_T2='fft', params_T2={'mean':mean_T2, 'rangeFactorForExtensionMin':2},\n",
    "    # algo_T1='classic', params_T1={'mean':mean_T1, 'nneighborMax':24}, # alternative algo for T1\n",
    "    # algo_T2='classic', params_T1={'mean':mean_T2, 'nneighborMax':24}, # alternative algo for T2\n",
    "    nreal=nreal,\n",
    "    accept_init=0.75, accept_pow=2.0,\n",
    "    mh_iter_min=100, mh_iter_max=200,\n",
    "    full_output=True,\n",
    "    verbose=4,\n",
    ")\n",
    "t2 = time.time()\n",
    "print(f'Elapsed time: {t2-t1:.2g} sec')\n",
    "print(f'Number of realizations generated: {Z.shape[0]}')\n",
    "\n",
    "# Fill image\n",
    "im_Z = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=Z.shape[0], val=Z)\n",
    "im_T1 = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=T1.shape[0], val=T1)\n",
    "im_T2 = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=T2.shape[0], val=T2)\n",
    "\n",
    "# Check conditioning\n",
    "if x is not None and im_Z.nv > 0:\n",
    "    # Get index of conditioning location in simulation grid\n",
    "    x_grid_index = [gn.img.pointToGridIndex(xx[0], xx[1], 0., sx, sy, sz, ox, oy, oz) for xx in x]\n",
    "\n",
    "    # Get value at hard data\n",
    "    im_Z_value_at_x = np.asarray([[im_Z.val[i][grid_index[::-1]] for grid_index in x_grid_index] \n",
    "                                  for i in range(im_Z.nv)])\n",
    "    conditioning_ok = np.all(im_Z_value_at_x == v)\n",
    "    print('Conditioning data honoured ?', conditioning_ok)\n",
    "    if not conditioning_ok:\n",
    "        #print('Conditioning data, peak-to-peak diff:', np.ptp(im_Z_value_at_x - v))\n",
    "        print('Conditioning data, ok at:', 100*np.mean(im_Z_value_at_x == v), '%')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1500x1200 with 8 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot results \n",
    "# ------------\n",
    "ireal = 0 # realization to plot\n",
    "\n",
    "# Fill image for flag\n",
    "# ------------------\n",
    "fnx, fny, fnz = 50, 50, 1\n",
    "fox, foy, foz = im_T1.val[ireal].min(), im_T2.val[ireal].min(), 0.0\n",
    "fsx, fsy, fsz = (im_T1.val[ireal].max() - fox)/fnx, (im_T2.val[ireal].max() - foy)/fny, 1.0\n",
    "fx = fox + (np.arange(fnx)+0.5)*fsx \n",
    "fy = foy + (np.arange(fny)+0.5)*fsy \n",
    "yy, xx = np.meshgrid (fy, fx, indexing='ij')\n",
    "fv = flag_value(xx, yy)\n",
    "im_flag = gn.img.Img(nx=fnx, ny=fny, nz=fnz, sx=fsx, sy=fsy, sz=fsz, ox=fox, oy=foy, oz=foz, nv=1, val=fv)\n",
    "\n",
    "# Plot\n",
    "# ----\n",
    "marker_loc = ['x', '+', 'd', 'o', '*']\n",
    "\n",
    "plt.subplots(2,2, figsize=(15, 12))\n",
    "\n",
    "# T1\n",
    "plt.subplot(2,2,1)\n",
    "gn.imgplot.drawImage2D(im_T1, iv=ireal, **im_T1_display)\n",
    "# Add conditioning location\n",
    "if x is not None:\n",
    "    # plt.plot(x[:,0], x[:,1], 'rx', markersize=20)\n",
    "    for i in range(len(x)): \n",
    "        plt.scatter(x[i,0], x[i,1], marker=marker_loc[i%len(marker_loc)], color='red', s=80, linewidths=1)\n",
    "\n",
    "plt.title('T1')\n",
    "\n",
    "# Z\n",
    "plt.subplot(2,2,2)\n",
    "gn.imgplot.drawImage2D(im_Z, iv=ireal, **im_Z_display)\n",
    "# Add conditioning data\n",
    "if x is not None:\n",
    "    plt.scatter(x[:,0], x[:,1], marker='o', s=50, color=v_col, edgecolors='black', linewidths=1)\n",
    "\n",
    "plt.title('Z')\n",
    "\n",
    "# flag\n",
    "plt.subplot(2,2,3)\n",
    "gn.imgplot.drawImage2D(im_flag, **im_Z_display)\n",
    "plt.xlabel('T1 value')\n",
    "plt.ylabel('T2 value')\n",
    "plt.title(f'Flag')\n",
    "\n",
    "# Add conditioning location\n",
    "if x is not None:\n",
    "    indx, indy, indz = gn.img.pointToGridIndex(x[:,0], x[:,1], np.zeros_like(x[:,0]), sx, sy, sz, ox, oy, oz)\n",
    "    y1 = np.array([im_T1.val[ireal, iz, iy, ix] for ix, iy, iz in zip(indx, indy, indz)])\n",
    "    y2 = np.array([im_T2.val[ireal, iz, iy, ix] for ix, iy, iz in zip(indx, indy, indz)])\n",
    "    for i in range(len(y1)):\n",
    "        plt.scatter(y1[i], y2[i], marker=marker_loc[i%len(marker_loc)], color='red', s=80, linewidths=1)\n",
    "\n",
    "# T2\n",
    "plt.subplot(2,2,4)\n",
    "gn.imgplot.drawImage2D(im_T2, iv=ireal, **im_T2_display)\n",
    "# Add conditioning location\n",
    "if x is not None:\n",
    "    # plt.plot(x[:,0], x[:,1], 'rx', markersize=20)\n",
    "    for i in range(len(x)): \n",
    "        plt.scatter(x[i,0], x[i,1], marker=marker_loc[i%len(marker_loc)], color='red', s=80, linewidths=1)\n",
    "\n",
    "plt.title('T2')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1600x800 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot 3 realizations of Z\n",
    "plt.subplots(1,3, sharex=True, sharey=True, figsize=(16,8))\n",
    "plt.subplot(1,3,1)\n",
    "for j in range(3):\n",
    "    plt.subplot(1,3,j+1)\n",
    "    gn.imgplot.drawImage2D(im_Z, iv=j, **im_Z_display)\n",
    "    if x is not None:\n",
    "        plt.scatter(x[:,0], x[:,1], marker='o', s=50, color=v_col, edgecolors='black', linewidths=1)\n",
    "    plt.title(f'real #{j}')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1600x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot number of conditioning data honoured as function of iteration (Metropolis-Hasting / Gibbs sampler)\n",
    "if x is not None:\n",
    "    plt.figure(figsize=(16,8))\n",
    "    for j in range(3):\n",
    "        plt.plot(n_cond_ok[j], label=f'real #{j}')\n",
    "\n",
    "    plt.grid()\n",
    "    plt.legend()\n",
    "    plt.title('Number of hard data honoured as function of Gibbs iteration')\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 100 realizations (same setup)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "pluriGaussianSim: simulation 1 of 100...\n",
      "pluriGaussianSim: simulation 2 of 100...\n",
      "pluriGaussianSim: simulation 3 of 100...\n",
      "pluriGaussianSim: simulation 4 of 100...\n",
      "pluriGaussianSim: simulation 5 of 100...\n",
      "pluriGaussianSim: simulation 6 of 100...\n",
      "pluriGaussianSim: simulation 7 of 100...\n",
      "pluriGaussianSim: simulation 8 of 100...\n",
      "pluriGaussianSim: simulation 9 of 100...\n",
      "pluriGaussianSim: simulation 10 of 100...\n",
      "pluriGaussianSim: simulation 11 of 100...\n",
      "pluriGaussianSim: simulation 12 of 100...\n",
      "pluriGaussianSim: simulation 13 of 100...\n",
      "pluriGaussianSim: simulation 14 of 100...\n",
      "pluriGaussianSim: simulation 15 of 100...\n",
      "pluriGaussianSim: simulation 16 of 100...\n",
      "pluriGaussianSim: simulation 17 of 100...\n",
      "pluriGaussianSim: simulation 18 of 100...\n",
      "pluriGaussianSim: simulation 19 of 100...\n",
      "pluriGaussianSim: simulation 20 of 100...\n",
      "pluriGaussianSim: simulation 21 of 100...\n",
      "pluriGaussianSim: simulation 22 of 100...\n",
      "pluriGaussianSim: simulation 23 of 100...\n",
      "pluriGaussianSim: simulation 24 of 100...\n",
      "pluriGaussianSim: simulation 25 of 100...\n",
      "pluriGaussianSim: simulation 26 of 100...\n",
      "pluriGaussianSim: simulation 27 of 100...\n",
      "pluriGaussianSim: simulation 28 of 100...\n",
      "pluriGaussianSim: simulation 29 of 100...\n",
      "pluriGaussianSim: simulation 30 of 100...\n",
      "pluriGaussianSim: simulation 31 of 100...\n",
      "pluriGaussianSim: simulation 32 of 100...\n",
      "pluriGaussianSim: simulation 33 of 100...\n",
      "pluriGaussianSim: simulation 34 of 100...\n",
      "pluriGaussianSim: simulation 35 of 100...\n",
      "pluriGaussianSim: simulation 36 of 100...\n",
      "pluriGaussianSim: simulation 37 of 100...\n",
      "pluriGaussianSim: simulation 38 of 100...\n",
      "pluriGaussianSim: simulation 39 of 100...\n",
      "pluriGaussianSim: simulation 40 of 100...\n",
      "pluriGaussianSim: simulation 41 of 100...\n",
      "pluriGaussianSim: simulation 42 of 100...\n",
      "pluriGaussianSim: simulation 43 of 100...\n",
      "pluriGaussianSim: simulation 44 of 100...\n",
      "pluriGaussianSim: simulation 45 of 100...\n",
      "pluriGaussianSim: simulation 46 of 100...\n",
      "pluriGaussianSim: simulation 47 of 100...\n",
      "pluriGaussianSim: simulation 48 of 100...\n",
      "pluriGaussianSim: simulation 49 of 100...\n",
      "pluriGaussianSim: simulation 50 of 100...\n",
      "pluriGaussianSim: simulation 51 of 100...\n",
      "pluriGaussianSim: simulation 52 of 100...\n",
      "pluriGaussianSim: simulation 53 of 100...\n",
      "pluriGaussianSim: simulation 54 of 100...\n",
      "pluriGaussianSim: simulation 55 of 100...\n",
      "pluriGaussianSim: simulation 56 of 100...\n",
      "pluriGaussianSim: simulation 57 of 100...\n",
      "pluriGaussianSim: simulation 58 of 100...\n",
      "pluriGaussianSim: simulation 59 of 100...\n",
      "pluriGaussianSim: simulation 60 of 100...\n",
      "pluriGaussianSim: simulation 61 of 100...\n",
      "pluriGaussianSim: simulation 62 of 100...\n",
      "pluriGaussianSim: simulation 63 of 100...\n",
      "pluriGaussianSim: simulation 64 of 100...\n",
      "pluriGaussianSim: simulation 65 of 100...\n",
      "pluriGaussianSim: simulation 66 of 100...\n",
      "pluriGaussianSim: simulation 67 of 100...\n",
      "pluriGaussianSim: simulation 68 of 100...\n",
      "pluriGaussianSim: simulation 69 of 100...\n",
      "pluriGaussianSim: simulation 70 of 100...\n",
      "pluriGaussianSim: simulation 71 of 100...\n",
      "pluriGaussianSim: simulation 72 of 100...\n",
      "pluriGaussianSim: simulation 73 of 100...\n",
      "pluriGaussianSim: simulation 74 of 100...\n",
      "pluriGaussianSim: simulation 75 of 100...\n",
      "pluriGaussianSim: simulation 76 of 100...\n",
      "pluriGaussianSim: simulation 77 of 100...\n",
      "pluriGaussianSim: simulation 78 of 100...\n",
      "pluriGaussianSim: simulation 79 of 100...\n",
      "pluriGaussianSim: simulation 80 of 100...\n",
      "pluriGaussianSim: simulation 81 of 100...\n",
      "pluriGaussianSim: simulation 82 of 100...\n",
      "pluriGaussianSim: simulation 83 of 100...\n",
      "pluriGaussianSim: simulation 84 of 100...\n",
      "pluriGaussianSim: simulation 85 of 100...\n",
      "pluriGaussianSim: simulation 86 of 100...\n",
      "pluriGaussianSim: simulation 87 of 100...\n",
      "pluriGaussianSim: simulation 88 of 100...\n",
      "pluriGaussianSim: simulation 89 of 100...\n",
      "pluriGaussianSim: simulation 90 of 100...\n",
      "pluriGaussianSim: simulation 91 of 100...\n",
      "pluriGaussianSim: simulation 92 of 100...\n",
      "pluriGaussianSim: simulation 93 of 100...\n",
      "pluriGaussianSim: simulation 94 of 100...\n",
      "pluriGaussianSim: simulation 95 of 100...\n",
      "pluriGaussianSim: simulation 96 of 100...\n",
      "pluriGaussianSim: simulation 97 of 100...\n",
      "pluriGaussianSim: simulation 98 of 100...\n",
      "pluriGaussianSim: simulation 99 of 100...\n",
      "pluriGaussianSim: simulation 100 of 100...\n",
      "Elapsed time: 15 sec\n",
      "Number of realizations generated: 100\n",
      "Conditioning data honoured ? True\n"
     ]
    }
   ],
   "source": [
    "# Number of realizations and seed\n",
    "nreal = 100\n",
    "seed_sim = 1345\n",
    "\n",
    "# Simulation\n",
    "np.random.seed(seed_sim)\n",
    "t1 = time.time()\n",
    "Z = gn.pgs.pluriGaussianSim(\n",
    "    cov_model_T1, cov_model_T2, flag_value, (nx, ny), (sx, sy), (ox, oy),\n",
    "    x=x, v=v,\n",
    "    algo_T1='fft', params_T1={'mean':mean_T1},\n",
    "    algo_T2='fft', params_T2={'mean':mean_T2, 'rangeFactorForExtensionMin':2},\n",
    "    # algo_T1='classic', params_T1={'mean':mean_T1, 'nneighborMax':24}, # alternative algo for T1\n",
    "    # algo_T2='classic', params_T1={'mean':mean_T2, 'nneighborMax':24}, # alternative algo for T2\n",
    "    nreal=nreal,\n",
    "    accept_init=0.75, accept_pow=2.0,\n",
    "    mh_iter_min=100, mh_iter_max=200,\n",
    "    full_output=False,\n",
    "    verbose=2,\n",
    ")\n",
    "t2 = time.time()\n",
    "print(f'Elapsed time: {t2-t1:.2g} sec')\n",
    "print(f'Number of realizations generated: {Z.shape[0]}')\n",
    "\n",
    "# Fill image\n",
    "im_Z = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=Z.shape[0], val=Z)\n",
    "\n",
    "# Check conditioning\n",
    "if x is not None and im_Z.nv > 0:\n",
    "    # Get index of conditioning location in simulation grid\n",
    "    x_grid_index = [gn.img.pointToGridIndex(xx[0], xx[1], 0., sx, sy, sz, ox, oy, oz) for xx in x]\n",
    "\n",
    "    # Get value at hard data\n",
    "    im_Z_value_at_x = np.asarray([[im_Z.val[i][grid_index[::-1]] for grid_index in x_grid_index] \n",
    "                                  for i in range(im_Z.nv)])\n",
    "    conditioning_ok = np.all(im_Z_value_at_x == v)\n",
    "    print('Conditioning data honoured ?', conditioning_ok)\n",
    "    if not conditioning_ok:\n",
    "        #print('Conditioning data, peak-to-peak diff:', np.ptp(im_Z_value_at_x - v))\n",
    "        print('Conditioning data, ok at:', 100*np.mean(im_Z_value_at_x == v), '%')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1500x1200 with 8 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Statistics (proportion map)\n",
    "# ---------------------------\n",
    "im_Z_stats = gn.img.imageCategProp(im_Z, categVal)\n",
    "\n",
    "prop_col = categCol # colors for the proportion maps\n",
    "cmap = [gn.customcolors.custom_cmap(['white', c]) for c in prop_col]\n",
    "\n",
    "# Plot\n",
    "# ----\n",
    "plt.subplots(2,2, sharex=True, sharey=True, figsize=(15,12))\n",
    "plt.subplot(2,2,1)\n",
    "for j in range(4):\n",
    "    plt.subplot(2,2,j+1)\n",
    "    gn.imgplot.drawImage2D(im_Z_stats, iv=j, cmap=cmap[j], vmin=0, vmax=1)\n",
    "    if x is not None:\n",
    "        plt.scatter(x[:,0], x[:,1], marker='o', s=50, color=v_col, edgecolors='black', linewidths=1)\n",
    "    plt.title(f'proportion map ({im_Z.nv} real.), facies {categVal[j]}')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Example : conditional 3D PGS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Categories\n",
    "ncat = 4\n",
    "categVal = np.array([1, 2, 3, 4])\n",
    "\n",
    "# Parameters for display (used further)\n",
    "categCol = ['lightblue', 'darkgreen', 'orange', 'brown']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/julien/miniconda3/envs/py313/lib/python3.13/site-packages/geone/covModel.py:380: RuntimeWarning: invalid value encountered in scalar power\n",
      "  u1 = (0.5*u)**nu\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "pluriGaussianSim: simulation 1 of 3...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 3: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim: simulation 2 of 3...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 3: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim: simulation 3 of 3...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 3: MH iter 100 of 100,  200...\n",
      "Elapsed time: 11 sec\n",
      "Number of realizations generated: 3\n",
      "Conditioning data honoured ? True\n"
     ]
    }
   ],
   "source": [
    "# Simulation grid (domain)\n",
    "# ------------------------\n",
    "nx, ny, nz = 120, 110, 55     # number of cells\n",
    "sx, sy, sz = 0.5, 0.5, 1.0  # cell unit\n",
    "ox, oy, oz = 0.0, 0.0, 0.0  # origin\n",
    "\n",
    "# Covariance model for T1, T2 (latent fields)\n",
    "# -------------------------------------\n",
    "r_T1 = 1.0*np.array([15.0, 15.0, 15.0])\n",
    "w_T1 = 1.0\n",
    "nu_T1 = 1.5\n",
    "cov_model_T1 = gn.covModel.CovModel3D(elem=[\n",
    "    ('matern', {'w':w_T1, 'r':np.array([gn.covModel.cov_matern_get_r_param(nu_T1, r) for r in r_T1]), 'nu':nu_T1}),\n",
    "    ('nugget', {'w':0.01*w_T1})\n",
    "    ], alpha=0.0, beta=0.0, gamma=0.0, name='cov_model_T1')\n",
    "\n",
    "r_T2 = 1.0*np.array([30.0, 10.0, 10.0])\n",
    "w_T2 = 1.0\n",
    "nu_T2 = 1.5\n",
    "cov_model_T2 = gn.covModel.CovModel3D(elem=[\n",
    "    ('matern', {'w':w_T2, 'r':np.array([gn.covModel.cov_matern_get_r_param(nu_T2, r) for r in r_T2]), 'nu':nu_T2}),\n",
    "    ], alpha=-45.0, beta=0.0, gamma=0.0, name='cov_model_T2')\n",
    "\n",
    "# Mean of T1, T2\n",
    "mean_T1 = 0.0\n",
    "mean_T2 = 0.0\n",
    "\n",
    "# Flag definition\n",
    "# ---------------\n",
    "def flag_value(x, y):\n",
    "    v0, v1, v2, v3 = categVal\n",
    "    x1 = x < -0.5\n",
    "    y1 = y < -1.\n",
    "    y2 = y < 1.\n",
    "    return v0 * x1 + (1-x1) * (v1 * y1 + (1-y1) * (v2*y2 + v3*(1-y2)))\n",
    "\n",
    "# Pluri-Gaussian simulation: Z = flag_value(T1, T2)\n",
    "# -------------------------------------------------\n",
    "\n",
    "# ----- Parameters -----\n",
    "# Conditioning data\n",
    "#x = None\n",
    "#v = None\n",
    "##\n",
    "x = np.array([[17.25, 15.25, 15.5],\n",
    "              [47.25, 14.25, 23.5],\n",
    "              [31.25, 32.25, 10.5],\n",
    "              [18.25, 49.25, 20.5],\n",
    "              [46.25, 48.25, 40.5]])\n",
    "v = np.array([1, 1, 2, 4, 4])\n",
    "v_col = [categCol[np.where(vv ==categVal)[0][0]] for vv in v] # for plotting hard data (used further)\n",
    "# or:\n",
    "#v_col = gn.imgplot.get_colors_from_values(v.astype(float), categ=True, categVal=categVal, categCol=categCol)\n",
    "\n",
    "# Number of realizations and seed\n",
    "nreal = 3\n",
    "seed_sim = 13454\n",
    "# ----------------------\n",
    "\n",
    "# Simulation\n",
    "np.random.seed(seed_sim)\n",
    "t1 = time.time()\n",
    "Z, T1, T2, n_cond_ok = gn.pgs.pluriGaussianSim(\n",
    "    cov_model_T1, cov_model_T2, flag_value, (nx, ny, nz), (sx, sy, sz), (ox, oy, oz),\n",
    "    x=x, v=v,\n",
    "    algo_T1='fft', params_T1={'mean':mean_T1},\n",
    "    algo_T2='fft', params_T2={'mean':mean_T2},# 'rangeFactorForExtensionMin':2},\n",
    "    # algo_T1='classic', params_T1={'mean':mean_T1, 'nneighborMax':24}, # alternative algo for T1\n",
    "    # algo_T2='classic', params_T1={'mean':mean_T2, 'nneighborMax':24}, # alternative algo for T2\n",
    "    nreal=nreal,\n",
    "    accept_init=0.75, accept_pow=2.0,\n",
    "    mh_iter_min=100, mh_iter_max=200,\n",
    "    full_output=True,\n",
    "    verbose=4,\n",
    ")\n",
    "t2 = time.time()\n",
    "print(f'Elapsed time: {t2-t1:.2g} sec')\n",
    "print(f'Number of realizations generated: {Z.shape[0]}')\n",
    "\n",
    "# Fill image\n",
    "im_Z = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=Z.shape[0], val=Z)\n",
    "im_T1 = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=T1.shape[0], val=T1)\n",
    "im_T2 = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=T2.shape[0], val=T2)\n",
    "\n",
    "# Check conditioning\n",
    "if x is not None and im_Z.nv > 0:\n",
    "    # Get index of conditioning location in simulation grid\n",
    "    x_grid_index = [gn.img.pointToGridIndex(xx[0], xx[1], xx[2], sx, sy, sz, ox, oy, oz) for xx in x]\n",
    "\n",
    "    # Get value at hard data\n",
    "    im_Z_value_at_x = np.asarray([[im_Z.val[i][grid_index[::-1]] for grid_index in x_grid_index] \n",
    "                                  for i in range(im_Z.nv)])\n",
    "    conditioning_ok = np.all(im_Z_value_at_x == v)\n",
    "    print('Conditioning data honoured ?', conditioning_ok)\n",
    "    if not conditioning_ok:\n",
    "        #print('Conditioning data, peak-to-peak diff:', np.ptp(im_Z_value_at_x - v))\n",
    "        print('Conditioning data, ok at:', 100*np.mean(im_Z_value_at_x == v), '%')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAdQAAAHHCAYAAAAGZalZAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjcsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvTLEjVAAAAAlwSFlzAAAPYQAAD2EBqD+naQAAJ0tJREFUeJzt3X10VPWBxvFngmaSkBfegpCSkAQsFsM7hSW6ShAEWnmpilZYCdTlKBsUDLImdivilg279XRBRIhoCW1hob6EdOsB5ACBagUBiQXZxIZGCAQE5ZCQIBPM3P3DOjW8hJnkl9xc5vs5556Te+feO8+El+f87tu4LMuyBAAAmiTE7gAAAFwPKFQAAAygUAEAMIBCBQDAAAoVAAADKFQAAAygUAEAMIBCBQDAAAoVAAADKFTAZomJiZo2bZrdMQA0EYUKNKO8vDy5XK4rTllZWXbHA2DQDXYHAILB888/r6SkpHrLUlJSbEoDoDlQqEALGDt2rAYPHmx3DADNiEO+QCtz5swZPfXUU+rTp48iIyMVHR2tsWPH6qOPPrps3SNHjmj8+PFq27atOnfurCeffFKbN2+Wy+VSYWFhy4cHghgjVKAFVFZW6vPPP6+3rFOnTldc969//as2bNigSZMmKSkpSZ999plyc3N155136tChQ4qLi5Mk1dTUaMSIETpx4oRmz56tLl26aO3atdq+fXuzfx4Al6NQgRYwcuTIy5Zd7auI+/Tpo08++UQhIX8/gPTwww/rlltu0Wuvvaaf/exnkqTc3Fxf+U6YMEGS9Oijj2rAgAHN8AkAXAuFCrSAZcuW6bvf/a5f67rdbt/PdXV1Onv2rCIjI9WrVy99+OGHvtc2bdqk73znOxo/frxvWVhYmGbMmKG5c+eaCw/ALxQq0AKGDBni90VJXq9XS5Ys0csvv6yysjLV1dX5XuvYsaPv5yNHjqhHjx5yuVz1tu/Zs6eZ0AACwkVJQCvzH//xH8rMzNQdd9yh3/72t9q8ebO2bNmiW2+9VV6v1+54AK6CESrQyrzxxhtKS0vTa6+9Vm/52bNn613I1L17dx06dEiWZdUbpZaWlrZYVgB/xwgVaGXatGlz2QVLr7/+uo4fP15v2ejRo3X8+HH9/ve/9y27cOGCVq5c2SI5AdTHCBVoZe655x49//zzmj59ulJTU3XgwAGtWbNGycnJ9dZ79NFH9dJLL+mhhx7S7Nmz1bVrV61Zs0ZhYWGSdNm5VQDNi0IFWplnnnlGNTU1Wrt2rdavX6+BAwfq7bffvuzZv5GRkdq2bZsef/xxLVmyRJGRkZo6dapSU1N13333+YoVQMtwWVe7GQ6AIy1evFhPPvmkjh07pu985zt2xwGCBoUKONiXX36p8PBw3/yFCxc0YMAA1dXV6ZNPPrExGRB8OOQLONi9996rhIQE9e/fX5WVlfrtb3+r4uJirVmzxu5oQNChUAEHGz16tF599VWtWbNGdXV16t27t9atW6cHH3zQ7mhA0OGQLwAABnAfKgAABlCoAAAYEFTnUL1eryoqKhQVFcVN7wBgiGVZOnfunOLi4up97WBjXbhwQbW1tU3eT2hoaIvejx1UhVpRUaH4+Hi7YwDAdam8vFzdunVr0j4uXLigrlFROvvVV03O06VLF5WVlbVYqQZVoUZFRUmSXincp/DISJvT4HpzYcr4a68EXIe+rKvTE6Wlvv9jm6K2tlZnv/pKL958s8KbMNr90uvVE3/5i2praynU5vDNYd7wyEhFRDb9Dx74tpA2beyOANjK5Km08JAQRTjs3xQXJQEAYACFCgCAARQqAAAGUKgAABhAoQIAYACFCgCAARQqAAAGUKgAABhAoQIAYACFCgCAARQqAAAGUKgAABhAoQIAYACFCgCAARQqAAAGUKgAABhAoQIAYACFCgCAARQqAAAGUKgAABhAoQIAYACFCgCAARQqAAAGUKgAABhAoQIAYACFCgCAARQqAAAGUKgAABhAoQIAYACFCgCAARQqAAAGUKgAABhAoQIAYACFCgCAAY4p1OXLl6tv376Kjo5WdHS0hg0bpo0bN9odCwAASQ4q1G7dumnRokXat2+f9u7dqxEjRmjChAn6+OOP7Y4GAIBusDuAv8aNG1dvfuHChVq+fLl27dqlW2+91aZUAAB8zTGF+m11dXV6/fXXVVNTo2HDhl11PY/HI4/H45uvqqpqiXgAgCDkmEO+knTgwAFFRkbK7XbrscceU35+vnr37n3V9XNychQTE+Ob4uPjWzAtACCYOKpQe/XqpaKiIu3evVszZ85Uenq6Dh06dNX1s7OzVVlZ6ZvKy8tbMC0AwKkWLVokl8ulOXPm+L2Now75hoaGqmfPnpKkQYMGac+ePVqyZIlyc3OvuL7b7Zbb7W7JiAAAh9uzZ49yc3PVt2/fgLZz1Aj1Ul6vt945UgAAmqK6ulpTpkzRypUr1b59+4C2dUyhZmdna+fOnfr000914MABZWdnq7CwUFOmTLE7GgCglaqqqqo3XWsQlpGRoR/+8IcaOXJkwO/lmEO+p06d0tSpU3XixAnFxMSob9++2rx5s0aNGmV3NABAK3Xpxajz58/Xc889d8V1161bpw8//FB79uxp1Hs5plBfe+01uyMAABymvLxc0dHRvvmrXVdTXl6u2bNna8uWLQoLC2vUezmmUAEACNQ3j6u9ln379unUqVMaOHCgb1ldXZ127typl156SR6PR23atGlwHxQqACDo3XXXXTpw4EC9ZdOnT9ctt9yip59++pplKlGoAAAoKipKKSkp9Za1bdtWHTt2vGz51TjmKl8AAFozRqgAAFxBYWFhQOszQgUAwAAKFQAAAyhUAAAMoFABADCAQgUAwAAKFQAAAyhUAAAMoFABADCAQgUAwAAKFQAAAyhUAAAMoFABADCAQgUAwAAKFQAAAyhUAAAMoFABADCAQgUAwAAKFQAAAyhUAAAMoFABADCAQgUAwAAKFQAAAyhUAAAMoFABADCAQgUAwAAKFQAAAyhUAAAMoFABADCAQgUAwAAKFQAAAxxTqDk5Ofr+97+vqKgode7cWRMnTlRJSYndsQAAkOSgQt2xY4cyMjK0a9cubdmyRRcvXtTdd9+tmpoau6MBAKAb7A7gr02bNtWbz8vLU+fOnbVv3z7dcccdNqUCAOBrjinUS1VWVkqSOnTocNV1PB6PPB6Pb76qqqrZcwEAgpNjDvl+m9fr1Zw5c3TbbbcpJSXlquvl5OQoJibGN8XHx7dgSgBAMHFkoWZkZOjgwYNat25dg+tlZ2ersrLSN5WXl7dQQgBAsHHcId9Zs2bpD3/4g3bu3Klu3bo1uK7b7Zbb7W6hZACAYOaYQrUsS48//rjy8/NVWFiopKQkuyMBAODjmELNyMjQ2rVrVVBQoKioKJ08eVKSFBMTo/DwcJvTAQCCnWPOoS5fvlyVlZUaPny4unbt6pvWr19vdzQAAJwzQrUsy+4IAIAW8sBTJYqOaPz2VeelGTPM5fGHY0aoAAC0ZhQqAAAGUKgAABhAoQIAYACFCgCAARQqAAAGUKgAABhAoQIAYACFCgCAARQqAAAGUKgAABhAoQIAYACFCgCAARQqAAAGUKgAABhAoQIAYACFCgCAARQqAAAGUKgAABhAoQIAYACFCgCAARQqAAAGUKgAABhAoQIAYACFCgCAARQqAAAGUKgAABhAoQIAYACFCgCAARQqAAAGUKgAABhAoQIAYACFCgCAARQqAAAGUKgAABjgqELduXOnxo0bp7i4OLlcLm3YsMHuSAAASHJYodbU1Khfv35atmyZ3VEAAKjnBrsDBGLs2LEaO3as3TEAALiMowo1UB6PRx6PxzdfVVVlYxoAwPXsui7UnJwcLViwwO4YCBKTf3rI7giALarOSzNm2J3Cfo46hxqo7OxsVVZW+qby8nK7IwEAWqHly5erb9++io6OVnR0tIYNG6aNGzcGtI/reoTqdrvldrvtjgEAaOW6deumRYsW6eabb5ZlWVq9erUmTJig/fv369Zbb/VrH9d1oQIA4I9x48bVm1+4cKGWL1+uXbt2XZ+FWl1drdLSUt98WVmZioqK1KFDByUkJNiYDABwvairq9Prr7+umpoaDRs2zO/tHFWoe/fuVVpamm8+MzNTkpSenq68vDybUgEAWqtL7+5o6FTggQMHNGzYMF24cEGRkZHKz89X7969/X4vRxXq8OHDZVmW3TEAAA4RHx9fb37+/Pl67rnnrrhur169VFRUpMrKSr3xxhtKT0/Xjh07/C5VRxUqAACBKC8vV3R0tG++oQtVQ0ND1bNnT0nSoEGDtGfPHi1ZskS5ubl+vReFCgC4bn1zG0xjeL3eeg8HuhYKFQAQ9LKzszV27FglJCTo3LlzWrt2rQoLC7V582a/90GhAgCC3qlTpzR16lSdOHFCMTEx6tu3rzZv3qxRo0b5vQ8KFQAQ9F577bUm7+O6fvQgAAAthUIFAMAAChUAAAMoVAAADKBQAQAwgEIFAMAAChUAAAMoVAAADKBQAQAwgEIFAMAAChUAAAMoVAAADGhUof7mN7/Rbbfdpri4OB05ckSStHjxYhUUFBgNBwCAUwRcqMuXL1dmZqZ+8IMf6OzZs6qrq5MktWvXTosXLzadDwAARwi4UJcuXaqVK1fqpz/9qdq0aeNbPnjwYB04cMBoOAAAnCLgQi0rK9OAAQMuW+52u1VTU2MkFAAAThNwoSYlJamoqOiy5Zs2bdL3vvc9E5kAAHCcGwLdIDMzUxkZGbpw4YIsy9IHH3yg//mf/1FOTo5effXV5sgIAECrF3Ch/vM//7PCw8P1b//2bzp//rwmT56suLg4LVmyRD/+8Y+bIyMAAK1ewIUqSVOmTNGUKVN0/vx5VVdXq3PnzqZzAQDgKI0q1G9EREQoIiLCVBYAABwr4EJNSkqSy+W66ut//etfmxQIAAAnCrhQ58yZU2/+4sWL2r9/vzZt2qR58+aZygUAgKMEXKizZ8++4vJly5Zp7969TQ4EAIATGXs4/tixY/Xmm2+a2h0AAI5irFDfeOMNdejQwdTuAABwlIAP+Q4YMKDeRUmWZenkyZM6ffq0Xn75ZaPhAABwioALdeLEifXmQ0JCFBsbq+HDh+uWW24xlQsAAEcJuFDnz5/fHDkAAHA0v86hVlVV+T01t2XLlikxMVFhYWEaOnSoPvjgg2Z/TwAArsWvEWq7du0afJiD9PW5VJfL5fvC8eawfv16ZWZmasWKFRo6dKgWL16s0aNHq6SkhMcfAgBs5Vehbt++vblz+OWXv/ylZsyYoenTp0uSVqxYobffflu/+tWvlJWVZXM6AEAw86tQ77zzzubOcU21tbXat2+fsrOzfctCQkI0cuRIvf/++zYmAwCgCQ/HP3/+vI4ePara2tp6y/v27dvkUFfy+eefq66uTjfddFO95TfddJOKi4uvuI3H45HH4/HNt8Q5XgBAcAq4UE+fPq3p06dr48aNV3y9Oc+hBionJ0cLFiywOwYAIAgE/KSkOXPm6OzZs9q9e7fCw8O1adMmrV69WjfffLN+//vfN0dGSVKnTp3Upk0bffbZZ/WWf/bZZ+rSpcsVt8nOzlZlZaVvKi8vb7Z8AIDgFvAIddu2bSooKNDgwYMVEhKi7t27a9SoUYqOjlZOTo5++MMfNkdOhYaGatCgQdq6davv4RJer1dbt27VrFmzrriN2+2W2+1uljwAAHxbwCPUmpoa3y0q7du31+nTpyVJffr00Ycffmg23SUyMzO1cuVKrV69Wv/3f/+nmTNnqqamxnfVLwAAdgl4hNqrVy+VlJQoMTFR/fr1U25urhITE7VixQp17dq1OTL6PPjggzp9+rSeffZZnTx5Uv3799emTZsuu1AJAICW1qjvQz1x4oSkrx9DOGbMGK1Zs0ahoaHKy8szne8ys2bNuuohXgAA7BJwof7TP/2T7+dBgwbpyJEjKi4uVkJCgjp16mQ0HAAgOMX8UVJoE3ZQe+1VTAv4HOq7775bbz4iIkIDBw6kTAEAQS3gQh0xYoSSkpL0zDPP6NChQ82RCQAAxwm4UCsqKjR37lzt2LFDKSkp6t+/v37xi1/o2LFjzZEPAABHCLhQO3XqpFmzZum9997T4cOHNWnSJK1evVqJiYkaMWJEc2QEAKDVC7hQvy0pKUlZWVlatGiR+vTpox07dpjKBQCAozS6UN977z39y7/8i7p27arJkycrJSVFb7/9tslsAAA4RsC3zWRnZ2vdunWqqKjQqFGjtGTJEk2YMEERERHNkQ8AAEcIuFB37typefPm6YEHHuBWGQAA/ibgQn3vvfeaIwcAAI7WpIuSAADA1yhUAAAMoFABADCAQgUAwAAKFQAAAwIq1JdfflkjR47UAw88oK1bt9Z77fPPP1dycrLRcAAAOIXfhfriiy9q3rx5uuWWW+R2u/WDH/xAOTk5vtfr6up05MiRZgkJAEBr5/d9qLm5uVq5cqUmT54sSZo5c6YmTpyoL7/8Us8//3yzBQQAwAn8LtSysjKlpqb65lNTU7Vt2zaNHDlSFy9e1Jw5c5ojHwAAjuB3oXbq1Enl5eVKTEz0LUtJSdG2bds0YsQIVVRUNEc+AAAcwe9zqLfffrveeuuty5b37t1bW7du1caNG40GAwDASfweoWZlZWnfvn1XfO3WW2/Vtm3b9OabbxoLBgCAk/hdqBs2bNBTTz111ddTUlKUkpJiJBQAAE7j9yHfBQsWqLq6ujmzAADgWH4XqmVZzZkDAABHC+hJSS6Xq7lyAADgaAF9wfh3v/vda5bqmTNnmhQIAAAnCqhQFyxYoJiYmObKAgCAYwVUqD/+8Y/VuXPn5soCAIBj+X0OlfOnAABcHVf5AgBggN+HfL1eb3PmAADA0QK6bQYAAFwZhQoAgAEUKgAABjimUBcuXKjU1FRFRESoXbt2dscBAKAexxRqbW2tJk2apJkzZ9odBQCAywT0YAc7LViwQJKUl5dnbxDgKlzb7U4A2KTW7gCtg2MKtTE8Ho88Ho9vvqqqysY0AIDrmWMO+TZGTk6OYmJifFN8fLzdkQAA1ylbCzUrK0sul6vBqbi4uNH7z87OVmVlpW8qLy83mB4AgL+z9ZDv3LlzNW3atAbXSU5ObvT+3W633G53o7cHAMBfthZqbGysYmNj7YwAAIBycnL01ltvqbi4WOHh4UpNTdV//ud/qlevXn7vwzHnUI8ePaqioiIdPXpUdXV1KioqUlFRkaqrq+2OBgBwuB07digjI0O7du3Sli1bdPHiRd19992qqanxex+Oucr32Wef1erVq33zAwYMkCRt375dw4cPtykVAOB6sGnTpnrzeXl56ty5s/bt26c77rjDr304plDz8vK4BxUAEJBLb5f099qayspKSVKHDh38fi/HHPIFACBQ8fHx9W6fzMnJueY2Xq9Xc+bM0W233aaUlBS/38sxI1QAAAJVXl6u6Oho37w/o9OMjAwdPHhQ7777bkDvRaECAK5b0dHR9Qr1WmbNmqU//OEP2rlzp7p16xbQe1GoAICgZ1mWHn/8ceXn56uwsFBJSUkB74NCBQAEvYyMDK1du1YFBQWKiorSyZMnJUkxMTEKDw/3ax9clAQACHrLly9XZWWlhg8frq5du/qm9evX+70PRqgAgKBnWVaT98EIFQAAAyhUAAAMoFABADCAQgUAwAAKFQAAAyhUAAAMoFABADCAQgUAwAAKFQAAAyhUAAAMoFABADCAQgUAwAAKFQAAAyhUAAAMoFABADCAQgUAwAAKFQAAAyhUAAAMoFABADCAQgUAwAAKFQAAAyhUAAAMoFABADCAQgUAwAAKFQAAAyhUAAAMoFABADCAQgUAwABHFOqnn36qRx55RElJSQoPD1ePHj00f/581dbW2h0NAABJ0g12B/BHcXGxvF6vcnNz1bNnTx08eFAzZsxQTU2NXnjhBbvjAQDgjEIdM2aMxowZ45tPTk5WSUmJli9fTqECAFoFRxTqlVRWVqpDhw4NruPxeOTxeHzzVVVVzR0LABCkHHEO9VKlpaVaunSpHn300QbXy8nJUUxMjG+Kj49voYQAgGBja6FmZWXJ5XI1OBUXF9fb5vjx4xozZowmTZqkGTNmNLj/7OxsVVZW+qby8vLm/DgAgCBm6yHfuXPnatq0aQ2uk5yc7Pu5oqJCaWlpSk1N1SuvvHLN/bvdbrnd7qbGBADgmmwt1NjYWMXGxvq17vHjx5WWlqZBgwZp1apVCglx5NFqAMB1yhEXJR0/flzDhw9X9+7d9cILL+j06dO+17p06WJjMgAAvuaIQt2yZYtKS0tVWlqqbt261XvNsiybUgEA8HeOOG46bdo0WZZ1xQkAgNbAESNUAEBw+c0TJYqIjGr09uerz+nhX/cymOjaHDFCBQCgtaNQAQAwgEIFAMAAChUAAAMoVAAADKBQAQAwgEIFAMAAChUAAAMoVAAADKBQAQAwgEIFAMAAChUAAAMoVAAADKBQAQAwgEIFAMAAChUAAAMoVAAADKBQAQAwgEIFAMAAChUAAAMoVAAADKBQAQAwgEIFAMAAChUAAAMoVAAADKBQAQAwgEIFAMAAChUAAAMoVAAADKBQAQAwgEIFAMAAChUAAAMoVAAADHBMoY4fP14JCQkKCwtT165d9fDDD6uiosLuWAAASHJQoaalpel3v/udSkpK9Oabb+rw4cO6//777Y4FAIAk6Qa7A/jrySef9P3cvXt3ZWVlaeLEibp48aJuvPFGG5MBAOCgEeq3nTlzRmvWrFFqaiplCgBoFRxVqE8//bTatm2rjh076ujRoyooKGhwfY/Ho6qqqnoTAADNwdZCzcrKksvlanAqLi72rT9v3jzt379f77zzjtq0aaOpU6fKsqyr7j8nJ0cxMTG+KT4+viU+FgAgCLmshhqpmZ0+fVpffPFFg+skJycrNDT0suXHjh1TfHy8/vSnP2nYsGFX3Nbj8cjj8fjmq6qqFB8fr9/sLVFEZFTTwgOXuO+FOLsjAPaolfRrqbKyUtHR0U3aVVVVlWJiYpr8//T56nN6eHAvI5n8ZetFSbGxsYqNjW3Utl6vV5LqFeal3G633G53o/YPAEAgHHEOdffu3XrppZdUVFSkI0eOaNu2bXrooYfUo0ePq45OAQAIxM6dOzVu3DjFxcXJ5XJpw4YNAW3viEKNiIjQW2+9pbvuuku9evXSI488or59+2rHjh2MQAEARtTU1Khfv35atmxZo7Z3xH2offr00bZt2+yOAQC4jo0dO1Zjx45t9PaOGKECANDaOWKECgBAY1z6/IHmvFiVESoA4LoVHx9f73kEOTk5zfZejFABANet8vLyevehNueFrBQqAOC6FR0dHRwPdgAAoLWorq5WaWmpb76srExFRUXq0KGDEhISrrk9hQoAgKS9e/cqLS3NN5+ZmSlJSk9PV15e3jW3p1ABAJA0fPjwBr9w5Vq4yhcAAAMoVAAADKBQAQAwgEIFAMAAChUAAAMoVAAADKBQAQAwgEIFAMAAChUAAAMoVAAADKBQAQAwgEIFAMAAChUAAAMoVAAADKBQAQAwgEIFAMAAChUAAAMoVAAADKBQAQAwgEIFAMAAChUAAAMoVAAADKBQAQAwgEIFAMAAChUAAAMoVAAADKBQAQAwwHGF6vF41L9/f7lcLhUVFdkdBwAASQ4s1H/9139VXFyc3TEAAKjHUYW6ceNGvfPOO3rhhRfsjgIAQD032B3AX5999plmzJihDRs2KCIiwq9tPB6PPB6Pb76qqqq54gEAgpwjRqiWZWnatGl67LHHNHjwYL+3y8nJUUxMjG+Kj49vxpQAgGBma6FmZWXJ5XI1OBUXF2vp0qU6d+6csrOzA9p/dna2KisrfVN5eXkzfRIAQLCz9ZDv3LlzNW3atAbXSU5O1rZt2/T+++/L7XbXe23w4MGaMmWKVq9efcVt3W73ZdsAANAcbC3U2NhYxcbGXnO9F198UT//+c998xUVFRo9erTWr1+voUOHNmdEAAD84oiLkhISEurNR0ZGSpJ69Oihbt262REJAIB6HHFREgAArZ0jRqiXSkxMlGVZdscAAMCHESoAAAY4coTaWN+Mar+srrY5Ca5LtXYHAGzyt7/7Jo8cfll9ztbtG8NlBdGx02PHjvFwBwBoJuXl5U2+UPTChQtKSkrSyZMnm5ynS5cuKisrU1hYWJP35Y+gKlSv16uKigpFRUXJ5XLZHaeeqqoqxcfHq7y8XNHR0XbH8YsTM0vkbklOzCyRO1CWZencuXOKi4tTSEjTzyReuHBBtbVNP+QTGhraYmUqBdkh35CQkFZ/m010dLSj/gFLzswskbslOTGzRO5AxMTEGNtXWFhYixahKVyUBACAARQqAAAGUKithNvt1vz58x317GEnZpbI3ZKcmFkiNxonqC5KAgCguTBCBQDAAAoVAAADKFQAAAygUAEAMIBCbYXGjx+vhIQEhYWFqWvXrnr44YdVUVFhd6wGffrpp3rkkUeUlJSk8PBw9ejRQ/PnzzfytJPmtHDhQqWmpioiIkLt2rWzO85VLVu2TImJiQoLC9PQoUP1wQcf2B2pQTt37tS4ceMUFxcnl8ulDRs22B3JLzk5Ofr+97+vqKgode7cWRMnTlRJSYndsRq0fPly9e3b1/cwh2HDhmnjxo12xwpKFGorlJaWpt/97ncqKSnRm2++qcOHD+v++++3O1aDiouL5fV6lZubq48//lj//d//rRUrVuiZZ56xO1qDamtrNWnSJM2cOdPuKFe1fv16ZWZmav78+frwww/Vr18/jR49WqdOnbI72lXV1NSoX79+WrZsmd1RArJjxw5lZGRo165d2rJliy5evKi7775bNTU1dke7qm7dumnRokXat2+f9u7dqxEjRmjChAn6+OOP7Y4WfCy0egUFBZbL5bJqa2vtjhKQ//qv/7KSkpLsjuGXVatWWTExMXbHuKIhQ4ZYGRkZvvm6ujorLi7OysnJsTGV/yRZ+fn5dsdolFOnTlmSrB07dtgdJSDt27e3Xn31VbtjBB1GqK3cmTNntGbNGqWmpurGG2+0O05AKisr1aFDB7tjOFptba327dunkSNH+paFhIRo5MiRev/9921MFhwqKyslyTF/j+vq6rRu3TrV1NRo2LBhdscJOhRqK/X000+rbdu26tixo44ePaqCggK7IwWktLRUS5cu1aOPPmp3FEf7/PPPVVdXp5tuuqne8ptuusnI11vh6rxer+bMmaPbbrtNKSkpdsdp0IEDBxQZGSm3263HHntM+fn56t27t92xgg6F2kKysrLkcrkanIqLi33rz5s3T/v379c777yjNm3aaOrUqUa/vLe5ckvS8ePHNWbMGE2aNEkzZsxwRGbgUhkZGTp48KDWrVtnd5Rr6tWrl4qKirR7927NnDlT6enpOnTokN2xgg6PHmwhp0+f1hdffNHgOsnJyQoNDb1s+TdfjP6nP/2pxQ/jBJq7oqJCw4cP1z/8wz8oLy/PyHcjBqoxv+u8vDzNmTNHZ8+ebeZ0gamtrVVERITeeOMNTZw40bc8PT1dZ8+edcSRC5fLpfz8/Hr5W7tZs2apoKBAO3fuVFJSkt1xAjZy5Ej16NFDubm5dkcJKkH1fah2io2NVWxsbKO29Xq9kiSPx2Mykl8CyX38+HGlpaVp0KBBWrVqlS1lKjXtd93ahIaGatCgQdq6dauvkLxer7Zu3apZs2bZG+46ZFmWHn/8ceXn56uwsNCRZSp9/XfEjv8vgh2F2srs3r1be/bs0e2336727dvr8OHD+tnPfqYePXq06osMjh8/ruHDh6t79+564YUXdPr0ad9rXbp0sTFZw44ePaozZ87o6NGjqqurU1FRkSSpZ8+eioyMtDfc32RmZio9PV2DBw/WkCFDtHjxYtXU1Gj69Ol2R7uq6upqlZaW+ubLyspUVFSkDh06KCEhwcZkDcvIyNDatWtVUFCgqKgo33nqmJgYhYeH25zuyrKzszV27FglJCTo3LlzWrt2rQoLC7V582a7owUfey8yxqX+/Oc/W2lpaVaHDh0st9ttJSYmWo899ph17Ngxu6M1aNWqVZakK06tWXp6+hUzb9++3e5o9SxdutRKSEiwQkNDrSFDhli7du2yO1KDtm/ffsXfa3p6ut3RGnS1v8OrVq2yO9pV/eQnP7G6d+9uhYaGWrGxsdZdd91lvfPOO3bHCkqcQwUAwACu8gUAwAAKFQAAAyhUAAAMoFABADCAQgUAwAAKFQAAAyhUAAAMoFABh/v000/lcrl8T3kCYA8KFfDDtb695rnnnpMkPfHEExo0aJDcbrf69+9va2YALYtn+QJ+OHHihO/n9evX69lnn1VJSYlv2bef+/uTn/xEu3fv1p///OcWzQjAXoxQAT906dLFN8XExMjlctVb9k2hvvjii8rIyFBycrJf+508ebIefPDBessuXryoTp066de//rUkadOmTbr99tvVrl07dezYUffcc48OHz581X3m5eWpXbt29ZZt2LBBLper3rKCggINHDhQYWFhSk5O1oIFC/TVV1/5lRvA5ShUwEZTpkzR//7v/6q6utq3bPPmzTp//rx+9KMfSZJqamqUmZmpvXv3auvWrQoJCdGPfvQj39f6NcYf//hHTZ06VbNnz9ahQ4eUm5urvLw8LVy4sMmfCQhWFCpgo9GjR6tt27bKz8/3LVu7dq3Gjx+vqKgoSdJ9992ne++9Vz179lT//v31q1/9SgcOHNChQ4ca/b4LFixQVlaW0tPTlZycrFGjRunf//3f+UJqoAkoVMBGN9xwgx544AGtWbNG0tej0YKCAk2ZMsW3zl/+8hc99NBDSk5OVnR0tBITEyV9/V2ujfXRRx/p+eefV2RkpG+aMWOGTpw4ofPnzzfpMwHBiouSAJtNmTJFd955p06dOqUtW7YoPDxcY8aM8b0+btw4de/eXStXrlRcXJy8Xq9SUlJUW1t7xf2FhITo0m9lvHjxYr356upqLViwQPfee+9l24eFhRn4VEDwoVABm6Wmpio+Pl7r16/Xxo0bNWnSJN14442SpC+++EIlJSVauXKl/vEf/1GS9O677za4v9jYWJ07d041NTVq27atJF12j+rAgQNVUlKinj17mv9AQJCiUAGDSktLVV1drZMnT+rLL7/0FVnv3r0VGhp61e0mT56sFStW6JNPPtH27dt9y9u3b6+OHTvqlVdeUdeuXXX06FFlZWU1mGHo0KGKiIjQM888oyeeeEK7d+9WXl5evXWeffZZ3XPPPUpISND999+vkJAQffTRRzp48KB+/vOfN/rzA0HNAhCQVatWWTExMVd87c4777QkXTaVlZU1uM9Dhw5Zkqzu3btbXq+33mtbtmyxvve971lut9vq27evVVhYaEmy8vPzLcuyrLKyMkuStX//ft82+fn5Vs+ePa3w8HDrnnvusV555RXr0n/umzZtslJTU63w8HArOjraGjJkiPXKK68E+usA8Dcuy7rkZAsAAAgYV/kCAGAAhQoAgAEUKgAABlCoAAAYQKECAGAAhQoAgAEUKgAABlCoAAAYQKECAGAAhQoAgAEUKgAABlCoAAAY8P/t+DOiu29/YgAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot results \n",
    "# ------------\n",
    "ireal = 0 # realization to plot\n",
    "\n",
    "# Fill image for flag\n",
    "# ------------------\n",
    "fnx, fny, fnz = 50, 50, 1\n",
    "fox, foy, foz = im_T1.val[ireal].min(), im_T2.val[ireal].min(), 0.0\n",
    "fsx, fsy, fsz = (im_T1.val[ireal].max() - fox)/fnx, (im_T2.val[ireal].max() - foy)/fny, 1.0\n",
    "fx = fox + (np.arange(fnx)+0.5)*fsx \n",
    "fy = foy + (np.arange(fny)+0.5)*fsy \n",
    "yy, xx = np.meshgrid (fy, fx, indexing='ij')\n",
    "fv = flag_value(xx, yy)\n",
    "im_flag = gn.img.Img(nx=fnx, ny=fny, nz=fnz, sx=fsx, sy=fsy, sz=fsz, ox=fox, oy=foy, oz=foz, nv=1, val=fv)\n",
    "\n",
    "# Plot flag\n",
    "# ---------\n",
    "plt.figure()\n",
    "gn.imgplot.drawImage2D(im_flag, categ=True, categVal=categVal, categCol=categCol)\n",
    "plt.xlabel('T1 value')\n",
    "plt.ylabel('T2 value')\n",
    "plt.title(f'Flag')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": "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",
      "image/png": "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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x512>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot 3D fields\n",
    "# --------------\n",
    "# Plot \"interactive in pop-up window\" or \"inline\" (comment the undesired one) ...\n",
    "# ... interactive (after closing the pop-up window, the position of the camera is retrieved in output)\n",
    "#pp = pv.Plotter(shape=(1,3), window_size=(1024, 512), notebook=False)\n",
    "# ... inline\n",
    "pp = pv.Plotter(shape=(1,3), window_size=(1024, 512))\n",
    "\n",
    "if x is not None:\n",
    "    # data points to be added to 3D plot\n",
    "    data_points = pv.PolyData(x)\n",
    "    # ... set color for data points according to their value\n",
    "    data_points_col = [matplotlib.colors.to_rgb(\n",
    "        categCol[np.where(np.asarray(categVal) == i)[0][0]]) for i in v] \n",
    "        # color for data points according to their value\n",
    "    # or:\n",
    "    #data_points_col = gn.imgplot.get_colors_from_values(v.astype(float), categ=True, categVal=categVal, categCol=categCol)\n",
    "\n",
    "    data_points['colors'] = data_points_col\n",
    "\n",
    "pp.subplot(0, 0)\n",
    "gn.imgplot3d.drawImage3D_slice(\n",
    "    im_T1, \n",
    "    plotter=pp,\n",
    "    slice_normal_x=im_T1.ox+0.5*im_T1.nx*im_T1.sx,\n",
    "    slice_normal_y=im_T1.oy+0.5*im_T1.ny*im_T1.sy,\n",
    "    slice_normal_z=im_T1.oz+0.5*im_T1.nz*im_T1.sz,\n",
    "    cmap='rainbow', #**im_T1_display,\n",
    "    text='T1',\n",
    "    scalar_bar_kwargs={'title':'', 'title_font_size':20, 'vertical':False})\n",
    "\n",
    "if x is not None:\n",
    "    pp.add_mesh(data_points, rgb=True, point_size=12., render_points_as_spheres=True)\n",
    "\n",
    "pp.subplot(0, 1)\n",
    "gn.imgplot3d.drawImage3D_slice(\n",
    "    im_T2, \n",
    "    plotter=pp,\n",
    "    slice_normal_x=im_T2.ox+0.5*im_T2.nx*im_T2.sx,\n",
    "    slice_normal_y=im_T2.oy+0.5*im_T2.ny*im_T2.sy,\n",
    "    slice_normal_z=im_T2.oz+0.5*im_T2.nz*im_T2.sz,\n",
    "    cmap='terrain',#**im_T2_display,\n",
    "    text='T2',\n",
    "    scalar_bar_kwargs={'title':' ', 'title_font_size':20, 'vertical':False})\n",
    "\n",
    "if x is not None:\n",
    "    pp.add_mesh(data_points, rgb=True, point_size=12., render_points_as_spheres=True)\n",
    "\n",
    "pp.subplot(0, 2)\n",
    "gn.imgplot3d.drawImage3D_slice(\n",
    "    im_Z, \n",
    "    plotter=pp,\n",
    "    slice_normal_x=im_Z.ox+0.5*im_Z.nx*im_Z.sx,\n",
    "    slice_normal_y=im_Z.oy+0.5*im_Z.ny*im_Z.sy,\n",
    "    slice_normal_z=im_Z.oz+0.5*im_Z.nz*im_Z.sz,\n",
    "    categ=True, categVal=categVal, categCol=categCol,\n",
    "    text='Z',\n",
    "    scalar_bar_kwargs={'title':'  ', 'title_font_size':20, 'vertical':False})\n",
    "\n",
    "if x is not None:\n",
    "    pp.add_mesh(data_points, rgb=True, point_size=12., render_points_as_spheres=True)\n",
    "# note: distinct title for scalar bar, so that it will be displayed!\n",
    "\n",
    "pp.link_views()\n",
    "\n",
    "pp.show(cpos=(360, 265, 110)) # position of the camera can be specified"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": "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",
      "image/png": "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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x512>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot 3 realizations of Z\n",
    "# --------------\n",
    "# Plot \"interactive in pop-up window\" or \"inline\" (comment the undesired one) ...\n",
    "# ... interactive (after closing the pop-up window, the position of the camera is retrieved in output)\n",
    "#pp = pv.Plotter(shape=(1,3), window_size=(1024, 512), notebook=False)\n",
    "# ... inline\n",
    "pp = pv.Plotter(shape=(1,3), window_size=(1024, 512))\n",
    "\n",
    "if x is not None:\n",
    "    # data points to be added to 3D plot\n",
    "    data_points = pv.PolyData(x)\n",
    "    # ... set color for data points according to their value\n",
    "    data_points_col = [matplotlib.colors.to_rgb(categCol[np.where(np.asarray(categVal) == i)[0][0]]) for i in v] \n",
    "        # color for data points according to their value\n",
    "    # or:\n",
    "    #data_points_col = gn.imgplot.get_colors_from_values(v.astype(float), categ=True, categVal=categVal, categCol=categCol)\n",
    "    \n",
    "    data_points['colors'] = data_points_col\n",
    "\n",
    "for i in range(3):\n",
    "    pp.subplot(0, i)\n",
    "    gn.imgplot3d.drawImage3D_slice(\n",
    "        im_Z, iv=i,\n",
    "        plotter=pp,\n",
    "        slice_normal_x=im_Z.ox+0.5*im_Z.nx*im_Z.sx,\n",
    "        slice_normal_y=im_Z.oy+0.5*im_Z.ny*im_Z.sy,\n",
    "        slice_normal_z=im_Z.oz+0.5*im_Z.nz*im_Z.sz,\n",
    "        categ=True, categVal=categVal, categCol=categCol,\n",
    "        text=f'real #{i}',\n",
    "        scalar_bar_kwargs={'title':'  ', 'title_font_size':20, 'vertical':False})\n",
    "    if x is not None:\n",
    "        pp.add_mesh(data_points, rgb=True, point_size=12., render_points_as_spheres=True)\n",
    "\n",
    "pp.link_views()\n",
    "\n",
    "pp.show(cpos=(360, 265, 110)) # position of the camera can be specified"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1600x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot number of conditioning data honoured as function of iteration (Metropolis-Hasting / Gibbs sampler)\n",
    "if x is not None:\n",
    "    plt.figure(figsize=(16,8))\n",
    "    for j in range(3):\n",
    "        plt.plot(n_cond_ok[j], label=f'real #{j}')\n",
    "\n",
    "    plt.grid()\n",
    "    plt.legend()\n",
    "    plt.title('Number of hard data honoured as function of Gibbs iteration')\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 20 realizations (same setup)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "pluriGaussianSim: simulation 1 of 20...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 1 of 20: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim: simulation 2 of 20...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 2 of 20: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim: simulation 3 of 20...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 3 of 20: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim: simulation 4 of 20...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 4 of 20: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim: simulation 5 of 20...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 5 of 20: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim: simulation 6 of 20...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 6 of 20: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim: simulation 7 of 20...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 101 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 102 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 103 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 7 of 20: MH iter 104 of 100,  200...\n",
      "pluriGaussianSim: simulation 8 of 20...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 8 of 20: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim: simulation 9 of 20...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 101 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 9 of 20: MH iter 102 of 100,  200...\n",
      "pluriGaussianSim: simulation 10 of 20...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 10 of 20: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim: simulation 11 of 20...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 11 of 20: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim: simulation 12 of 20...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 101 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 102 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 103 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 104 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 105 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 106 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 107 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 108 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 109 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 110 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 111 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 112 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 113 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 114 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 115 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 116 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 117 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 118 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 119 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 120 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 121 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 122 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 123 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 124 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 125 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 126 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 127 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 128 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 129 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 130 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 131 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 132 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 133 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 134 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 135 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 136 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 137 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 138 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 139 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 12 of 20: MH iter 140 of 100,  200...\n",
      "pluriGaussianSim: simulation 13 of 20...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 13 of 20: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim: simulation 14 of 20...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 101 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 102 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 103 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 104 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 105 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 14 of 20: MH iter 106 of 100,  200...\n",
      "pluriGaussianSim: simulation 15 of 20...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 15 of 20: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim: simulation 16 of 20...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 16 of 20: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim: simulation 17 of 20...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 17 of 20: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim: simulation 18 of 20...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 101 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 102 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 103 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 104 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 18 of 20: MH iter 105 of 100,  200...\n",
      "pluriGaussianSim: simulation 19 of 20...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 19 of 20: MH iter 100 of 100,  200...\n",
      "pluriGaussianSim: simulation 20 of 20...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 1 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 2 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 3 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 4 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 5 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 6 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 7 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 8 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 9 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 10 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 11 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 12 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 13 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 14 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 15 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 16 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 17 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 18 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 19 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 20 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 21 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 22 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 23 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 24 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 25 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 26 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 27 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 28 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 29 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 30 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 31 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 32 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 33 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 34 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 35 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 36 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 37 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 38 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 39 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 40 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 41 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 42 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 43 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 44 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 45 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 46 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 47 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 48 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 49 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 50 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 51 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 52 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 53 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 54 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 55 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 56 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 57 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 58 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 59 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 60 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 61 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 62 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 63 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 64 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 65 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 66 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 67 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 68 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 69 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 70 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 71 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 72 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 73 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 74 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 75 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 76 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 77 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 78 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 79 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 80 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 81 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 82 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 83 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 84 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 85 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 86 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 87 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 88 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 89 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 90 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 91 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 92 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 93 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 94 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 95 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 96 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 97 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 98 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 99 of 100,  200...\n",
      "pluriGaussianSim:   ... sim 20 of 20: MH iter 100 of 100,  200...\n",
      "Elapsed time: 68 sec\n",
      "Number of realizations generated: 20\n",
      "Conditioning data honoured ? True\n"
     ]
    }
   ],
   "source": [
    "# Number of realizations and seed\n",
    "nreal = 20\n",
    "seed_sim = 1345\n",
    "\n",
    "# Simulation\n",
    "np.random.seed(seed_sim)\n",
    "t1 = time.time()\n",
    "Z = gn.pgs.pluriGaussianSim(\n",
    "    cov_model_T1, cov_model_T2, flag_value, (nx, ny, nz), (sx, sy, sz), (ox, oy, oz),\n",
    "    x=x, v=v,\n",
    "    algo_T1='fft', params_T1={'mean':mean_T1},\n",
    "    algo_T2='fft', params_T2={'mean':mean_T2},# 'rangeFactorForExtensionMin':2},\n",
    "    # algo_T1='classic', params_T1={'mean':mean_T1, 'nneighborMax':24}, # alternative algo for T1\n",
    "    # algo_T2='classic', params_T1={'mean':mean_T2, 'nneighborMax':24}, # alternative algo for T2\n",
    "    nreal=nreal,\n",
    "    accept_init=0.75, accept_pow=2.0,\n",
    "    mh_iter_min=100, mh_iter_max=200,\n",
    "    full_output=False,\n",
    "    verbose=4,\n",
    ")\n",
    "t2 = time.time()\n",
    "print(f'Elapsed time: {t2-t1:.2g} sec')\n",
    "print(f'Number of realizations generated: {Z.shape[0]}')\n",
    "\n",
    "# Fill image\n",
    "im_Z = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=Z.shape[0], val=Z)\n",
    "\n",
    "# Check conditioning\n",
    "if x is not None and im_Z.nv > 0:\n",
    "    # Get index of conditioning location in simulation grid\n",
    "    x_grid_index = [gn.img.pointToGridIndex(xx[0], xx[1], xx[2], sx, sy, sz, ox, oy, oz) for xx in x]\n",
    "\n",
    "    # Get value at hard data\n",
    "    im_Z_value_at_x = np.asarray([[im_Z.val[i][grid_index[::-1]] for grid_index in x_grid_index] \n",
    "                                  for i in range(im_Z.nv)])\n",
    "    conditioning_ok = np.all(im_Z_value_at_x == v)\n",
    "    print('Conditioning data honoured ?', conditioning_ok)\n",
    "    if not conditioning_ok:\n",
    "        #print('Conditioning data, peak-to-peak diff:', np.ptp(im_Z_value_at_x - v))\n",
    "        print('Conditioning data, ok at:', 100*np.mean(im_Z_value_at_x == v), '%')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": "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",
      "image/png": "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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x1024>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Statistics (proportion map)\n",
    "# ---------------------------\n",
    "im_Z_stats = gn.img.imageCategProp(im_Z, categVal)\n",
    "\n",
    "prop_col = categCol # colors for the proportion maps\n",
    "cmap = [gn.customcolors.custom_cmap(['white', c]) for c in prop_col]\n",
    "\n",
    "# Plot proportion maps\n",
    "# --------------------\n",
    "# Plot \"interactive in pop-up window\" or \"inline\" (comment the undesired one) ...\n",
    "# ... interactive (after closing the pop-up window, the position of the camera is retrieved in output)\n",
    "#pp = pv.Plotter(shape=(2,2), window_size=(1024, 512), notebook=False)\n",
    "# ... inline\n",
    "pp = pv.Plotter(shape=(2,2), window_size=(1024, 1024))\n",
    "\n",
    "if x is not None:\n",
    "    # data points to be added to 3D plot\n",
    "    data_points = pv.PolyData(x)\n",
    "    # ... set color for data points according to their value\n",
    "    data_points_col = [matplotlib.colors.to_rgb(\n",
    "        categCol[np.where(np.asarray(categVal) == i)[0][0]]) for i in v] \n",
    "        # color for data points according to their value\n",
    "    # or:\n",
    "    #data_points_col = gn.imgplot.get_colors_from_values(v.astype(float), categ=True, categVal=categVal, categCol=categCol)\n",
    "    \n",
    "    data_points['colors'] = data_points_col\n",
    "\n",
    "for j in range(4):\n",
    "    pp.subplot(j//2, j%2)\n",
    "    gn.imgplot3d.drawImage3D_slice(\n",
    "        im_Z_stats, iv=j,\n",
    "        plotter=pp,\n",
    "        slice_normal_x=im_Z.ox+0.5*im_Z.nx*im_Z.sx,\n",
    "        slice_normal_y=im_Z.oy+0.5*im_Z.ny*im_Z.sy,\n",
    "        slice_normal_z=im_Z.oz+0.5*im_Z.nz*im_Z.sz,\n",
    "        cmap=cmap[j], \n",
    "        text=f'proportion map ({im_Z.nv} real.), facies {categVal[j]}',\n",
    "        scalar_bar_kwargs={'title':j*' ', 'title_font_size':20, 'vertical':True})\n",
    "    if x is not None:\n",
    "        pp.add_mesh(data_points, rgb=True, point_size=12., render_points_as_spheres=True)\n",
    "\n",
    "pp.link_views()\n",
    "\n",
    "pp.show(cpos=(360, 265, 110)) # position of the camera can be specified"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "py313",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}