{
  "cells": [
    {
      "cell_type": "markdown",
      "id": "E2PXadNcP-1p",
      "metadata": {
        "id": "E2PXadNcP-1p"
      },
      "source": [
        "<p><img alt=\"SOS logo\" height=\"45px\" src=\"https://indico.in2p3.fr/event/37891/logo-2009395760.png\" align=\"left\" hspace=\"10px\" vspace=\"0px\"></p> <h1>SOS 2026</h1>\n",
        "\n",
        "# Hands-on session: MCMC with the Metropolis-Hastings algorithm\n",
        "\n",
        "**IN2P3 School Of Statistics | Florian Ruppin (Université Claude Bernard Lyon 1)**\n",
        "\n",
        "---\n",
        "\n",
        "## Context\n",
        "\n",
        "We analyse a (simulated) **density profile of a galaxy cluster**, in a regime where a secondary structure is merging with the main halo. The cluster is modelled as a *generalised NFW profile* and the merging substructure as a *Gaussian bump*.\n",
        "\n",
        "The data come with **coloured measurement noise** (we are given its PSD), so the likelihood involves the full noise covariance matrix.\n",
        "\n",
        "## Goal\n",
        "\n",
        "Implement the **Metropolis-Hastings algorithm** from scratch and use it to perform Bayesian inference on the 5 free parameters of the model.\n",
        "\n",
        "## What is provided vs. what you have to code\n",
        "\n",
        "All the infrastructure is already coded for you (in the section *Provided infrastructure* below):\n",
        "\n",
        "- the noise covariance matrix from the measured PSD;\n",
        "- the proposal function $g(\\vec{\\theta}\\,|\\vec{\\theta}_i)$;\n",
        "- the `log_prior`, `log_likelihood`, and `log_probability` functions;\n",
        "- the **Gelman-Rubin** convergence test;\n",
        "- the integrated **autocorrelation time**.\n",
        "\n",
        "Your job is to fill in **four blocks**:\n",
        "\n",
        "1. The **model** $\\rho(r)$.\n",
        "2. The **Metropolis-Hastings sampler**.\n",
        "3. The **post-processing function** (burn-in, convergence check, thinning).\n",
        "4. The **results function** (corner plot and credible intervals).\n",
        "\n",
        "Estimated duration: **~ 45 minutes**."
      ]
    },
    {
      "cell_type": "markdown",
      "id": "H91Yq9x-P-1p",
      "metadata": {
        "id": "H91Yq9x-P-1p"
      },
      "source": [
        "---\n",
        "\n",
        "## 0. Setup\n",
        "\n",
        "Run the cells below to install `getdist` and import the libraries. Then upload the file `mydata_cluster.npz` provided on the Indico for this hands-on session."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "id": "KopDq-QyP-1q",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "KopDq-QyP-1q",
        "outputId": "fc241196-0a06-45e5-fdb8-842e2207ed57"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[?25l   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/836.0 kB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r\u001b[2K   \u001b[91m━━━━━━━━━━━━━━\u001b[0m\u001b[91m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m307.2/836.0 kB\u001b[0m \u001b[31m9.8 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m836.0/836.0 kB\u001b[0m \u001b[31m12.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25h"
          ]
        }
      ],
      "source": [
        "!pip install -q getdist"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "id": "efReClkdP-1q",
      "metadata": {
        "id": "efReClkdP-1q"
      },
      "outputs": [],
      "source": [
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "from scipy.linalg import toeplitz\n",
        "from getdist import MCSamples, plots\n",
        "\n",
        "rng = np.random.default_rng(42)  # global RNG, fixed seed for reproducibility"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "kYolyx_NP-1q",
      "metadata": {
        "id": "kYolyx_NP-1q"
      },
      "source": [
        "### Load the data\n",
        "\n",
        "On Google Colab, upload `mydata_cluster.npz` by dragging it into the file panel on the left."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "id": "C81Wc3fcP-1r",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "C81Wc3fcP-1r",
        "outputId": "b03784ea-a89e-4c3a-97f9-4aeea4881470"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Number of data points : 300\n",
            "Radius range          : 1.0 - 3000.0 kpc\n"
          ]
        }
      ],
      "source": [
        "data    = np.load('mydata_cluster.npz')\n",
        "r_data  = data['r']      # radii (kpc)\n",
        "y_data  = data['y']      # measured density profile\n",
        "f_data  = data['f']      # frequencies of the noise PSD\n",
        "psd     = data['psd']    # noise power spectral density\n",
        "sigma_n = 1e-3           # noise standard deviation\n",
        "\n",
        "print(f'Number of data points : {len(r_data)}')\n",
        "print(f'Radius range          : {r_data.min():.1f} - {r_data.max():.1f} kpc')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "id": "lCEh1cvqP-1r",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 506
        },
        "id": "lCEh1cvqP-1r",
        "outputId": "2d4dd2ae-f832-4971-fe84-59080a2e5e84"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 800x500 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "# Quick visual look at the data\n",
        "fig, ax = plt.subplots(figsize=(8, 5))\n",
        "ax.errorbar(r_data, y_data, yerr=sigma_n, fmt='o', ms=3, lw=0.8, capsize=0,\n",
        "            color='tab:blue', alpha=0.7, label='data')\n",
        "ax.set_xscale('log')\n",
        "ax.set_xlabel('r [kpc]')\n",
        "ax.set_ylabel('Amplitude')\n",
        "ax.set_title('Measured cluster density profile')\n",
        "ax.legend()\n",
        "plt.tight_layout()\n",
        "plt.show()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "pxwhIefuP-1r",
      "metadata": {
        "id": "pxwhIefuP-1r"
      },
      "source": [
        "---\n",
        "\n",
        "## 1. Provided infrastructure\n",
        "\n",
        "All the functions in this section are already written for you. **Read them carefully** - you will use them in your own code below."
      ]
    },
    {
      "cell_type": "markdown",
      "id": "jyGEW4YFP-1r",
      "metadata": {
        "id": "jyGEW4YFP-1r"
      },
      "source": [
        "### 1.1. Noise covariance matrix\n",
        "\n",
        "The noise is **coloured**, so the log-likelihood is\n",
        "$$\\log\\mathcal{L}(\\vec{\\theta}) = -\\tfrac{1}{2}\\,\\vec{r}^{\\top}\\mathbf{C}^{-1}\\vec{r}\\qquad\\text{with}\\qquad \\vec{r} = \\vec{y} - \\vec{m}(\\vec{\\theta}).$$\n",
        "\n",
        "By the Wiener-Khinchin theorem, the autocovariance of a stationary process is the inverse Fourier transform of its PSD. We then build $\\mathbf{C}$ exploiting its Toeplitz structure $C_{ij} = c(|i-j|)$."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "id": "3bRXV9tFP-1s",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "3bRXV9tFP-1s",
        "outputId": "cf51e964-ab83-41f5-b0d5-442e3f9c1b23"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Covariance matrix shape : (300, 300)\n",
            "C[0, 0] = 1.000e-06    (expected sigma^2 = 1.000e-06)\n"
          ]
        }
      ],
      "source": [
        "def covariance_matrix(psd, sigma):\n",
        "    \"\"\"Noise covariance matrix from a PSD (Wiener-Khinchin + Toeplitz).\n",
        "\n",
        "    Parameters\n",
        "    ----------\n",
        "    psd : ndarray, shape (N,)\n",
        "        Power spectral density of the noise.\n",
        "    sigma : float\n",
        "        Standard deviation of the noise (sets the overall amplitude).\n",
        "\n",
        "    Returns\n",
        "    -------\n",
        "    C : ndarray, shape (N, N)\n",
        "    \"\"\"\n",
        "    psd_norm = psd / psd.mean()                          # normalise so mean(PSD) = 1\n",
        "    autocov  = np.real(np.fft.ifft(psd_norm)) * sigma**2 # autocovariance via Wiener-Khinchin\n",
        "    return toeplitz(autocov)\n",
        "\n",
        "C    = covariance_matrix(psd, sigma_n)\n",
        "Cinv = np.linalg.inv(C)\n",
        "\n",
        "print(f'Covariance matrix shape : {C.shape}')\n",
        "print(f'C[0, 0] = {C[0, 0]:.3e}    (expected sigma^2 = {sigma_n**2:.3e})')"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "TyVPScoAP-1s",
      "metadata": {
        "id": "TyVPScoAP-1s"
      },
      "source": [
        "### 1.2. Proposal function $g(\\vec{\\theta}\\,|\\vec{\\theta}_i)$\n",
        "\n",
        "Symmetric Gaussian proposal centred on the current point, with per-parameter step sizes $\\delta\\vec{\\theta}$."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "id": "rdeP0ILHP-1s",
      "metadata": {
        "id": "rdeP0ILHP-1s"
      },
      "outputs": [],
      "source": [
        "def proposal(theta, step, rng):\n",
        "    \"\"\"Symmetric Gaussian proposal centred on `theta`.\n",
        "\n",
        "    Parameters\n",
        "    ----------\n",
        "    theta : ndarray, shape (n_params,)\n",
        "    step  : ndarray, shape (n_params,)\n",
        "    rng   : numpy.random.Generator\n",
        "\n",
        "    Returns\n",
        "    -------\n",
        "    theta_prop : ndarray, shape (n_params,)\n",
        "    \"\"\"\n",
        "    return theta + rng.normal(0.0, step)"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "0N5p566AP-1s",
      "metadata": {
        "id": "0N5p566AP-1s"
      },
      "source": [
        "### 1.3. Priors, likelihood, posterior\n",
        "\n",
        "Uniform priors on physically reasonable boxes; Gaussian likelihood using the full inverse covariance (equivalent to $-\\tfrac12\\chi^2$)."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "id": "ViBGZXTIP-1s",
      "metadata": {
        "id": "ViBGZXTIP-1s"
      },
      "outputs": [],
      "source": [
        "# Uniform-prior bounds (lower, upper) for each parameter\n",
        "#   theta = [rho0, rp, A, mu, sigma_g]\n",
        "PRIOR_BOUNDS = np.array([\n",
        "    [1e-4, 1.0   ],   # rho0     amplitude of the NFW profile\n",
        "    [10.0, 2000.0],   # rp       characteristic radius (kpc)\n",
        "    [1e-4, 0.2   ],   # A        amplitude of the Gaussian bump\n",
        "    [500., 2500. ],   # mu       position of the Gaussian bump (kpc)\n",
        "    [10.,  500.  ],   # sigma_g  width of the Gaussian bump (kpc)\n",
        "])\n",
        "\n",
        "def log_prior(theta):\n",
        "    \"\"\"Uniform log-prior: 0 inside the box, -inf outside.\"\"\"\n",
        "    for v, (lo, hi) in zip(theta, PRIOR_BOUNDS):\n",
        "        if not (lo < v < hi):\n",
        "            return -np.inf\n",
        "    return 0.0\n",
        "\n",
        "def log_likelihood(theta, model_func, r, y, Cinv):\n",
        "    \"\"\"Gaussian log-likelihood with full inverse covariance (i.e. -chi^2 / 2).\"\"\"\n",
        "    residual = y - model_func(r, *theta)\n",
        "    return -0.5 * residual @ Cinv @ residual\n",
        "\n",
        "def log_probability(theta, model_func, r, y, Cinv):\n",
        "    \"\"\"Log of the (unnormalised) posterior: log prior + log likelihood.\"\"\"\n",
        "    lp = log_prior(theta)\n",
        "    if not np.isfinite(lp):\n",
        "        return -np.inf\n",
        "    return lp + log_likelihood(theta, model_func, r, y, Cinv)"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "_SQG4CD2P-1t",
      "metadata": {
        "id": "_SQG4CD2P-1t"
      },
      "source": [
        "### 1.4. Gelman-Rubin convergence test\n",
        "\n",
        "Given $M$ chains of length $n$, compares the within-chain variance $W$ to the between-chain variance $B$. Convergence is declared when $\\hat R$ is close to 1 (we will use $\\hat R < 1.03$ for every parameter)."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "id": "uWhToxJDP-1t",
      "metadata": {
        "id": "uWhToxJDP-1t"
      },
      "outputs": [],
      "source": [
        "def gelman_rubin(chains):\n",
        "    \"\"\"Gelman-Rubin statistic R for each parameter.\n",
        "\n",
        "    Parameters\n",
        "    ----------\n",
        "    chains : ndarray, shape (n_chains, n_steps, n_params)\n",
        "        Chains AFTER burn-in removal.\n",
        "\n",
        "    Returns\n",
        "    -------\n",
        "    R : ndarray, shape (n_params,)\n",
        "    \"\"\"\n",
        "    M, n, p = chains.shape\n",
        "    means   = chains.mean(axis=1)                      # per-chain means, shape (M, p)\n",
        "    grand   = means.mean(axis=0)                       # global mean, shape (p,)\n",
        "    B       = n / (M - 1) * ((means - grand) ** 2).sum(axis=0)\n",
        "    W       = chains.var(axis=1, ddof=1).mean(axis=0)\n",
        "    var_hat = (1.0 - 1.0 / n) * W + B / n\n",
        "    return np.sqrt(var_hat / W)"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "e-NxeFxXP-1t",
      "metadata": {
        "id": "e-NxeFxXP-1t"
      },
      "source": [
        "### 1.5. Autocorrelation time\n",
        "\n",
        "The integrated autocorrelation time $\\tau$ tells you how many MCMC steps separate two *effectively independent* samples."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "id": "gnXUeyzYP-1t",
      "metadata": {
        "id": "gnXUeyzYP-1t"
      },
      "outputs": [],
      "source": [
        "def autocorr_function_1d(x):\n",
        "    \"\"\"Normalised autocorrelation function of a 1D chain (FFT-based).\"\"\"\n",
        "    x = np.asarray(x, dtype=float) - np.mean(x)\n",
        "    n = 1\n",
        "    while n < len(x):\n",
        "        n *= 2\n",
        "    f   = np.fft.fft(x, n=2 * n)\n",
        "    acf = np.real(np.fft.ifft(f * np.conjugate(f))[: len(x)])\n",
        "    acf /= acf[0]\n",
        "    return acf\n",
        "\n",
        "def autocorr_time(chain_1d, threshold=0.05):\n",
        "    \"\"\"Integrated autocorrelation time (summed until ACF drops below `threshold`).\"\"\"\n",
        "    acf = autocorr_function_1d(chain_1d)\n",
        "    tau = 1.0\n",
        "    for t in range(1, len(acf)):\n",
        "        if acf[t] < threshold:\n",
        "            break\n",
        "        tau += 2.0 * acf[t]\n",
        "    return tau"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "VlDCiYDfP-1t",
      "metadata": {
        "id": "VlDCiYDfP-1t"
      },
      "source": [
        "---\n",
        "\n",
        "## Block 1 - Define the model\n",
        "\n",
        "The model is a **generalised NFW profile** plus a **Gaussian bump** that accounts for the merging substructure:\n",
        "\n",
        "$$\\rho(r) \\;=\\; \\frac{\\rho_0}{\\left(\\dfrac{r}{r_p}\\right)^{c}\\left[1+\\left(\\dfrac{r}{r_p}\\right)^{a}\\right]^{(b-c)/a}} \\;+\\; A \\, \\exp\\!\\left[-\\frac{(r-\\mu)^2}{2\\sigma_g^{\\,2}}\\right]$$\n",
        "\n",
        "with the **shape parameters fixed** to $a = 1.1$, $b = 5.5$, $c = 0.31$ and the **free parameters** $\\vec{\\theta} = (\\rho_0, r_p, A, \\mu, \\sigma_g)$.\n",
        "\n",
        "**Your task**: complete the function `model(r, rho0, rp, A, mu, sigma_g)` below."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {
        "id": "zvS7DqgKTj5b"
      },
      "outputs": [],
      "source": [
        "# Fixed shape parameters of the generalised NFW profile\n",
        "a_NFW, b_NFW, c_NFW = 1.1, 5.5, 0.31\n",
        "\n",
        "def model(r, rho0, rp, A, mu, sigma_g):\n",
        "    \"\"\"Generalised NFW profile + Gaussian bump.\n",
        "\n",
        "    Parameters\n",
        "    ----------\n",
        "    r : ndarray\n",
        "        Radii (kpc).\n",
        "    rho0, rp, A, mu, sigma_g : float\n",
        "        Free parameters of the model.\n",
        "\n",
        "    Returns\n",
        "    -------\n",
        "    rho : ndarray, same shape as r\n",
        "    \"\"\"\n",
        "    # Generalised NFW component\n",
        "    x   = r / rp\n",
        "    nfw = rho0 / (x**c_NFW * (1.0 + x**a_NFW) ** ((b_NFW - c_NFW) / a_NFW))\n",
        "\n",
        "    # Gaussian bump (merging substructure)\n",
        "    bump = A * np.exp(-0.5 * ((r - mu) / sigma_g) ** 2)\n",
        "\n",
        "    return nfw + bump"
      ],
      "id": "zvS7DqgKTj5b"
    },
    {
      "cell_type": "markdown",
      "id": "JlgmAimPP-1t",
      "metadata": {
        "id": "JlgmAimPP-1t"
      },
      "source": [
        "**Sanity check.** Run the cell below to plot the data together with the model evaluated at *guess* parameters. Tweak the values until the model roughly matches the data - this gives a good starting point for the MCMC."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "id": "MfuLq1efP-1t",
      "metadata": {
        "id": "MfuLq1efP-1t",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 506
        },
        "outputId": "f0013e1b-4311-46d4-a3bb-9d2e9065af69"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 800x500 with 1 Axes>"
            ],
            "image/png": 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PPPEEOTk5LFy4kKFDh7bL9XQXmrEQERERkU2q8Aap80fIS/XgsNnIS/VQ549Q6Q2223suXbqUUCjE6NGjY2OZmZkMGDAg9njOnDmMGzeO3r17k5KSwn777QdAUVHRZs+9ZMkSTjjhBLbbbjtSU1Pp27fvFr1O/pwSCxERERHZpOwkN6kJDkrrAkRMk9K6AKkJDrKS3HGLyev1MnbsWFJTU3n++ef5/vvveeONNwAIhUKbfe24ceOoqqri0Ucf5dtvv+Xbb7/dotfJn1NiISIiIiKblJbo5Iy9+pGR6CYQNslIdHPGXv3abRkUwPbbb4/T6Yzd9ANUV1fz66+/ArBo0SIqKyu5/fbb2WeffRg4cGCscHs9l8sFQDQajY1VVlayePFirr32Wg488EAGDRpEdXV1u11Hd6MaCxERERHZrJF9M+mVmciN7yxk0rjB5KV62vX9kpOTOfPMM5kwYQJZWVnk5uZyzTXXYLM1fibeu3dvXC4X9913H+eddx7z58/npptuanKOPn36YBgG7777Ln/7299ISEggIyODrKwsHnnkEQoKCigqKuKqq65q12vpTjRjISIiIiJ/Ki3BSWqCk7SE9pup2NAdd9zBPvvsw7hx4xgzZgx77703I0aMACAnJ4ennnqKV155hcGDB3P77bczZcqUJq/v0aMHN9xwA1dddRV5eXlceOGF2Gw2XnrpJebMmcPQoUO57LLLuOOOOzrkeroDw7Ks+O3L3knV1dWRlpZGbW0tqamp8Q5HREREZKsEAgGWL19Ov3798HhaN8sQCEe54Z2FTB43GI/T3kYRSmewud+TltwXa8ZCRERERERaTYmFiIiIiPwph83gwIG5OGxGvEORTkrF2yIiIiLypxx2G2MG58U7DOnENGMhIiIiIiKtpsRCREREpItTrx7ZnLb6/VBiISIiItJFOZ2NrWF9Pl+cI5HObP3vx/rfl62lGotOKFpdR+3jr5Fx2SkYdrVzExERka1jt9tJT0+P7UqdmJiIYaj4WhpZloXP56OsrIz09HTsrbzvVGLRyQTn/0bJaVcTWVkMkSiZV50V75BERERkG5afnw8QSy5ENpaenh77PWkNJRadTLS6lsiqUgCqpz6Ne/ggksbuFeeoREREZFtlGAYFBQXk5uYSDofjHY50Mk6ns9UzFetp5+1mxHvn7er7nqfqxocAsKUm03P6ozi369nhcYiIiIhI96adt7dx6ReeSNJh+wFg1jVQcvo1mF5/nKMSEREREdk0JRadkGEY5N53Nc7+fQAILVxG+eV3qFWciIiIiHRaSiw6KVtyIvlP34KRlABAw2vTqX30tThHJSIiIiLSPCUWnZirfx9y77s69rhy8v34v/kpjhGJiIiIiDRPiUUnlzxuf9IvOrHxQSRK6ZnXESmpiG9QIiIiIiIbUWKxDci8+mwS9tkVgGhZFaVnTsIKqV2ciIiIiHQeSiy2AYbDQd4j1+PokQtA4LufqZz8QJyjEhERERH5nRKLbYQ9O4O8J28GlxOA2sdeo/6VD+MclYiIiIhIIyUW2xDP8EHk3H5p7HH55XcQnP9b/AISEREREVlHicU2JvXkw0k56VAALH+QktOuJlpVG+eoRERERKS7U2KxDcq+/TLcwwcBEFlZTOlZk7AikThHJSIiIiLdmRKLbZDN4yb/qZux52QC4P9iLpWT/xvnqERERESkO1NisY1yFOaS/9TN4HQAUPvIK9S98F6coxIRERGR7kqJxTbMM2oncv59Wexx+YSpBGYviGNEIiIiItJdKbHYxqWefDipZxzd+CAUpuS0a7Qzt4iIiIh0OCUWXUD2zRfh2XMYANHSSkpOuwYzEIxvUCIiIiLSrSix6AIMp4P8x2/E0SsfgOCchVRcMQXLsuIcmYiIiIh0F0osugh7dgb5T9+KkeAGoP7ladQ+8mqcoxIRERGR7kKJRRfi3qk/ufdeHXtcOfkBfJ/NjmNEIiIiItJdKLHoYpKP/Avpl57c+CAapfTsyYRXrI1vUCIiIiLS5Smx6IIyJ55F4l/3AMCsrqP4H1di1nvjHJWIiIiIdGVKLLogw2Yj96FJOPv3ASC8eAWlZ1+PFYnEOTIRERER6aqUWHRR9tRkCp67HVt6CgC+Gd9QOfm/cY5KRERERLoqJRZdmHO7nuQ/dQs47ADUPvIKtU+/FeeoRERERKQrUmLRxSXsNZyc/1wee1xx1V34vpgTx4hEREREpCtSYtENpJ48jrTzj2t8EIlSevq1hJYWxTcoEREREelSlFh0E1mTz/+9U1RtAyUnXkm0ui7OUYmIiIhIV6HEopsw7HbyHp6Ma9B2AISXrab0zOuwwuoUJSIiIiKtp8SiG7GlJJH/3O3YstMB8H8xl4qr7sKyrPgGJiIiIiLbPCUW3YyzdwEFT98KLicAdc+8Te0jr8Y5KhERERHZ1imx6IY8o3Yi9+4rY48rJ92Pd/qsOEYkIiIiIts6JRbdVMr/jSX90pMbH5gmpWdPJjj/t/gGJSIiIiLbLCUW3VjmxLNIOmw/ACyvn+IT/0VkbVmcoxIRERGRbZESi27MsNnI/e91uEcOASBaXE7xif/CrPfGOTIRERER2dYosejmbAlu8p+5DUffQgBCC5ZScuYktaEVERERkRZRYiE4cjIoePEObOkpAPg//Y7yK+9UG1oRERER2WJKLAQA1w69yd+gDW39s+9Qc98LcY5KRERERLYVSiwkJmHPYeTeOzH2uOqmh2h4Y0YcIxIRERGRbYUSC2ki5Zi/knn12bHHZRfdiv+bn+IYkYiIiIhsC5RYyB+kX3oyKScdCoAVDFFyykRCS1fFOSoRERER6cyUWMgfGIZBzh1XkLDfSADM6jqKj59AtKI6zpGJiIiISGelxEKaZTgd5D1xE65B2wEQWbGG4pMnYvoCcY5MRERERDojJRaySfbUZPJf+A/2vCwAgrMXUHrO9VgR7XEhIiIiIk0psZDNcvbMo+DFOzCSEwHwffgV5f/SHhciIiIi0pQSC/lT7p36k//0LeB0AI17XFRPeSq+QYmIiIhIp6LEQrZI4r4jyX3gmtjj6v88Qd0zb8cxIhERERHpTJRYyBZLOWoMWTf+M/a4fMJUvNO+jGNEIiIiItJZKLGQFkk//3jSLji+8YFpUnr2ZALf/RzfoEREREQk7pRYSItlTT6f5GP+CoAVCFH8j6sILVkZ56hEREREJJ6UWEiLGTYbufdOJGHfEcC6DfSOvZxISUWcIxMRERGReFFiIVvFcDnJf+oWXEP7AxBZXUrx8VcQrWuIc2QiIiIiEg9xTyweeOAB+vbti8fjYfTo0Xz33XebPf6VV15h4MCBeDwedtppJ95///0/HPPLL79w+OGHk5aWRlJSErvtthtFRUXtdQndli0liYKX7sDRuwCA0IKllJxyNWYgGOfIRERERKSjxTWxePnllxk/fjyTJ09m7ty57LLLLowdO5aysrJmj//666854YQTOPPMM5k3bx5HHnkkRx55JPPnz48ds3TpUvbee28GDhzIzJkz+emnn7juuuvweDwddVndiiMvi4L/TcGWmQZA4Kt52p1bREREpBsyrDhuoTx69Gh222037r//fgBM06RXr15cdNFFXHXVVX84/rjjjsPr9fLuu+/GxnbffXeGDRvGQw89BMDxxx+P0+nk2Wef3eq46urqSEtLo7a2ltTU1K0+T3cSmLuQtUddiuXzA5By/CHk3HMVhi3uk2IiIiIispVacl8ct7u+UCjEnDlzGDNmzO/B2GyMGTOGWbNmNfuaWbNmNTkeYOzYsbHjTdPkvffeY8cdd2Ts2LHk5uYyevRo3nzzzc3GEgwGqaura/IlLePZdTD5z9wKLicA9S99QOX1/yWOeauIiIiIdKC4JRYVFRVEo1Hy8vKajOfl5VFSUtLsa0pKSjZ7fFlZGQ0NDdx+++0cfPDBfPTRRxx11FEcffTRfPbZZ5uM5bbbbiMtLS321atXr1ZeXfeUuN9I8h6aBOtmKWoffJmau7d+5khEREREth1dap2KaZoAHHHEEVx22WUMGzaMq666isMOOyy2VKo5EydOpLa2Nva1atWqjgq5y0ketz85U66IPa669VFqn3ozfgGJiIiISIeIW2KRnZ2N3W6ntLS0yXhpaSn5+fnNviY/P3+zx2dnZ+NwOBg8eHCTYwYNGrTZrlBut5vU1NQmX7L1Uk8eR+ak82KPK/51Jw1vzIhjRCIiIiLS3uKWWLhcLkaMGMGMGb/fcJqmyYwZM9hjjz2afc0ee+zR5HiA6dOnx453uVzstttuLF68uMkxv/76K3369GnjK5DNybjoJNIvOrHxgWVR+s+b8X3ybXyDEhEREZF244jnm48fP55TTz2VkSNHMmrUKO6++268Xi+nn346AKeccgo9evTgtttuA+CSSy5hv/32Y+rUqRx66KG89NJLzJ49m0ceeSR2zgkTJnDcccex7777csABBzBt2jTeeecdZs6cGY9L7NYyrzuPaHUd9c+9C+EIJadfS+Erd+IZtVO8QxMRERGRNhbXxOK4446jvLycSZMmUVJSwrBhw5g2bVqsQLuoqAjbBu1K99xzT1544QWuvfZarr76avr378+bb77J0KFDY8ccddRRPPTQQ9x2221cfPHFDBgwgNdee4299967w6+vuzMMg5wpV2DW1ON99zMsX4DiE/9F4dv34x68fbzDExEREZE2FNd9LDor7WPRtqxgiOKTrsT/2WwA7LmZFL59P67t1X1LREREpDPbJvaxkO7DcLvIf+oW3LsOAiBaVkXxMZcSXtV8W2ERERER2fYosZAOYUtOpOClKbgGbwdAZE0Za4++lEhJRZwjExEREZG2oMRCOow9I5WCV+7CuW4JVGTFGtb+/TKiFdVxjkxEREREWkuJhXQoR24mha/fjaN3AQDhxStYe+zlRGvr4xyZiIiIiLSGEgvpcI7CXApfuxt7QQ4AoZ+XUHz8BMwGX5wjExEREZGtpcRC4sLZt5DC1+7Clp0OQHD2AopPnojpD8Y3MBERERHZKkosJG5c/ftQ+Mpd2NJTAAh8OZfS06/FCobiHJmIiIiItJQSC4kr99AdKHh5CkZyIgC+Gd9Qeu6NWJFInCMTERERkZZQYiFx59l1MAXP/xsjwQ2A973PKLvoVqxoNM6RiYiIiMiWUmIhnULCnsPIf/pWcDkBaHh1OuWX3K7kQkRERGQbocRCOo3EA0aR//iN4LADUP/yNMrH34FlmnGOTERERET+jBIL6VSSDt6bvEdvAPu65OKF9yi/YoqSCxEREZFOTomFdDrJh+1H3sOTf08unn2HiivvxLKsOEcmIiIiIpuixEI6peQjDiD3wWvB1vgrWvfUW1RcdbeSCxEREZFOSomFdFopR40h94Frfk8unnidymvuVXIhIiIi0gkpsZBOLeXvB5F770QwDABqH32Vykn3K7kQERER6WSUWEinl3LcweTcfeXvycVD/6PqxgeVXIiIiIh0IkosZJuQeuKh5EydEHtcc/+LVN38sJILERERkU5CiYVsM1JPHkf2lCtij2vufV4zFyIiIiKdhBIL2aaknXoE2f8eH3tcc/+LqrkQERER6QSUWMg2J+2Mo5rMXNQ+9D8qr75HyYWIiIhIHCmxkG1S2qlHkHPXBgXdj73WuImedugWERERiQslFrLNSv3HYeRs0Iq27sk3Kb/8DiUXIiIiInGgxEK2aanHH0Luf3/fobv+uXcpv+R2rGg0zpGJiIiIdC9KLGSbl/L3g8h7aBLY7QDUv/QBZRfdquRCREREpAMpsZAuIfmoA8l79HpwNCYXDa98RNn5N2FFIvENTERERKSbUGIhXUbyuP3Jf/xGcDoAaHhjBqXn3IAVCsc5MhEREZGuT4mFdClJf9uX/KduBpcTAO87Myk57RpMfzC+gYmIiIh0cUospMtJOmgvCp65DcPjAsA3fRbFJ/4Ls8EX58hEREREui4lFtIlJR44moKXpmAkJQAQ+HIua/9vPNGa+jhHJiIiItI1KbGQLithr+EUvnYXtrRkAIKzF7D2qEuIlFfHOTIRERGRrkeJhXRpnhFDKHzzPmzZ6QCE5i9h7REXESkuj29gIiIiIl2MEgvp8txDd6DHOw9gL8wFILxkJWvG/ZPwirVxjkxERESk61BiId2Ca4fe9Hjnfhx9CwGIrCxmzbh/Evp1RXwDExEREekilFhIt+HsXUCPdx7AOaAvANGSCtYcfiHBn36Nb2AiIiIiXYASC+lWHPnZ9HjrPlw77wiAWVnL2qMuIfD9/DhHJiIiIrJtU2Ih3Y49K53CN+7Bs9tQAMy6Btb+fTy+z2bHOTIRERGRbZcSC+mW7KnJFLxyJwn7jgDA8vkpPmECDW99GufIRERERLZNSiyk27IlJZD//L9JPGTvxoFwhNKzJ1P71JtxjUtERERkW6TEQro1m8dN/hM3kXLioY0DlkXFhKlUTX0Ky7LiG5yIiIjINkSJhXR7hsNBzt1Xkn7RibGx6tsfp/Lqe7BMM46RiYiIiGw7lFiIAIZhkDXpfLKuvyA2VvvYa5RdcDNWKBzHyERERES2DUosRDaQ/s8TyLl3ItjtADS8Np3ikydiev1xjkxERESkc1NiIbKR1BP+Rv5TN2N4XAD4P/mWtf83nmh1XZwjExEREem8lFiINCPp4L0peHkqtpQkAILfz2fN4RcSKS6Pc2QiIiIinZMSC5FNSNhzGIVv3489JxOA8KLlrPnb+YR+K4pzZCIiIiKdjxILkc1wD92BHu/9F0ffQgAiq0tZc+gFBGYviHNkIiIiIp2LEguRP+Hs14Me7zyAa8gOAJhVtaw9+hK8076Mc2QiIiIinYcSC5Et4MjPpvDt+0jYZ1cALH+QklOvofbJN+IcmYiIiEjnoMRCZAvZU5MpeGkKycf8tXHANKn4151U3vywdukWERGRbk+JhUgLGC4nuf+9lvSLToqN1dzzHGUX3qKN9ERERKRbU2Ih0kKGzUbWpPPIvv0yMAwAGv73IcUn/guz3hvn6ERERETiQ4mFyFZKO/No8p7cYCO9z2az5vCLiJRUxDkyERERkY6nxEKkFZIP3ZfC1+7GlpEKQGj+EtYcch6hX1fENzARERGRDqbEQqSVPKN2atzroncB8PteF/5vfopzZCIiIiIdR4mFSBtw9e9Dj/cfxLVTfwDMmnqK/34Z9a9/HOfIRERERDqGEguRNuLIy6LH2/eTcMAoAKxgiLJzb6D6zmfUjlZERES6PCUWIm3IlpxIwfP/JuUfh8XGqm57lPKLblU7WhEREenSlFiItDHD6SDnzn+ROem82Fj9y9NYe+zlRKvr4hiZiIiISPtRYiHSDgzDIOOik8h7/MZYO9rAV/NYc8h5hJeviXN0IiIiIm1PiYVIO0o+/AAK37wXe04GAOGlq1h9yLn4v1XHKBEREelatiqxqKmp4bHHHmPixIlUVVUBMHfuXNas0SexIhvzjBhCj2kP4xzQFwCzspbiY9QxSkRERLqWFicWP/30EzvuuCP//ve/mTJlCjU1NQC8/vrrTJw4sa3jE+kSnL0L6PHef0nYdwSwQceoqU+rY5SIiIh0CS1OLMaPH89pp53GkiVL8Hg8sfG//e1vfP75520anEhXYk9LoeClKU07Rt3+mDpGiYiISJfQ4sTi+++/59xzz/3DeI8ePSgpKWmToES6qk12jDrmMqIV1XGMTERERKR1WpxYuN1u6ur+2DLz119/JScnp02CEunKmu0Y9c2PrB57LsGFS+McnYiIiMjWaXFicfjhh3PjjTcSDjcu3TAMg6KiIq688kqOOeaYNg9QpKtKPvwACt++H3teFgCRomLW/O18vNO+jHNkIiIiIi3X4sRi6tSpNDQ0kJubi9/vZ7/99mOHHXYgJSWFW265pT1iFOmyPMMH0XP6o7h3GQCA5fVTcsrVVN/7vIq6RUREZJtiWFt59/Lll1/y008/0dDQwK677sqYMWPaOra4qaurIy0tjdraWlJTU+MdjnQDpi9A+SW30fDmJ7Gx5GPHkjN1AjaPO46RiYiISHfWkvvirU4sujIlFhIPlmVRfefTVN/+eGzMPXII+U/dgmPdcikRERGRjtTmicW99967xW9+8cUXb/GxnZUSC4mnhrc/pezCW7D8QQAcPXLJf+Y23DvvGOfIREREpLtp88SiX79+TR6Xl5fj8/lIT08HGnfiTkxMJDc3l2XLlm195J2EEguJt+BPv1J88kSia8sAMBI95N5/Dcnj9o9vYCIiItKttOS+eIuKt5cvXx77uuWWWxg2bBi//PILVVVVVFVV8csvv7Drrrty0003tckFiHR37p13pOdHj+AeMRgAyxeg9IzrqJryJJZpxjk6ERERkT9qcY3F9ttvz6uvvsrw4cObjM+ZM4e///3vLF++vE0DjAfNWEhnYQaClI//Dw2vfBQbS/rbPuQ+cC225MQ4RiYiIiLdQZvPWGyouLiYSCTyh/FoNEppaWlLTycim2HzuMl94FoyrzsPDAMA7/tfsPrgcwktXRXn6ERERER+1+LE4sADD+Tcc89l7ty5sbE5c+Zw/vnnd6mWsyKdhWEYZFx8Evkv/AdbajIA4cUrWHPQOXg//ibO0YmIiIg0anFi8cQTT5Cfn8/IkSNxu9243W5GjRpFXl4ejz32WHvEKCJA0pjd6fHRIzgH9AXArGug5MR/UX33s9pMT0REROJuq/ex+PXXX1m0aBEAAwcOZMcdu04rTNVYSGdmNvgo++fNeN//IjaWNG5/cu+dqLoLERERaVPaIK+VlFhIZ2eZJtV3PdNkMz3X4O3If/o2nH0L4xiZiIiIdCXtmlicccYZm33+iSeeaMnpOiUlFrKt8H74FWXn34RZ7wXAlp5C3qM3kLj/bnGOTERERLqCdu0KVV1d3eSrrKyMTz75hNdff52ampqtjVlEtkLS2L0a6y526A2AWVNP8XFXUH3/C6q7EBERkQ7V4sTijTfeaPL17rvvsmzZMo477jh23333rQrigQceoG/fvng8HkaPHs1333232eNfeeUVBg4ciMfjYaedduL999/f5LHnnXcehmFw9913b1VsIp2da4fe9PjwYRLH7tU4YJpU3fAgpWdOwmzwxTc4ERER6TZanFg0exKbjfHjx3PXXXe1+LUvv/wy48ePZ/LkycydO5dddtmFsWPHUlZW1uzxX3/9NSeccAJnnnkm8+bN48gjj+TII49k/vz5fzj2jTfe4JtvvqGwUGvOpWuzpyaT/8ytZFxxWmzM+85MVv/1bEKLt/1NK0VERKTza5PEAmDp0qXNbpz3Z+68807OPvtsTj/9dAYPHsxDDz1EYmLiJms17rnnHg4++GAmTJjAoEGDuOmmm9h11125//77mxy3Zs0aLrroIp5//nmcTudWXZPItsSw2ci88kzyn7v99/0ufiti9UHn0vDGjDhHJyIiIl2do6UvGD9+fJPHlmVRXFzMe++9x6mnntqic4VCIebMmcPEiRNjYzabjTFjxjBr1qxmXzNr1qw/xDB27FjefPPN2GPTNDn55JOZMGECQ4YM+dM4gsEgwWAw9riurq5F1yHSmSSN3Yue0x+l5IxrCS1YiuXzU3rO9QTmLCBr8gUYzhb/Zy8iIiLyp1o8YzFv3rwmXz/99BMAU6dObXEdQ0VFBdFolLy8vCbjeXl5lJSUNPuakpKSPz3+3//+Nw6Hg4svvniL4rjttttIS0uLffXq1atF1yHS2Ti360mP9x8i+diDY2O1D7/C2qMuIVJSEcfIREREpKtq8UeXn376aXvE0WbmzJnDPffcw9y5czEMY4teM3HixCazIHV1dUouZJtnS/SQe//VeHYbQsXV90A4QuDbn1j9lzPJe+wGEvYcFu8QRUREpAtp8YzFX/7yl2bbytbV1fGXv/ylRefKzs7GbrdTWlraZLy0tJT8/PxmX5Ofn7/Z47/44gvKysro3bs3DocDh8PBypUrufzyy+nbt2+z53S73aSmpjb5EukKDMMg7bQj6fHO/dgLcwGIllex9uhLqfnvS2pJKyIiIm2mxYnFzJkzCYVCfxgPBAJ88cUXLTqXy+VixIgRzJjxe2GpaZrMmDGDPfbYo9nX7LHHHk2OB5g+fXrs+JNPPpmffvqJH374IfZVWFjIhAkT+PDDD1sUn0hX4RkxhF4zHiNhv5GNA9EolZMfUEtaERERaTNbvBRqfS0FwMKFC5vUNESjUaZNm0aPHj1aHMD48eM59dRTGTlyJKNGjeLuu+/G6/Vy+umnA3DKKafQo0cPbrvtNgAuueQS9ttvP6ZOncqhhx7KSy+9xOzZs3nkkUcAyMrKIisrq8l7OJ1O8vPzGTBgQIvjE+kq7NkZFLw8hap/P0HNXc8A61rSLlpO/pM34RrQL74BioiIyDZtixOLYcOGYRgGhmE0u+QpISGB++67r8UBHHfccZSXlzNp0iRKSkoYNmwY06ZNixVoFxUVYbP9PrGy55578sILL3Dttddy9dVX079/f958802GDh3a4vcW6W4Mu52sq8/GM2IwZRfcjFnXQHjJSlYfdA45d1xOygbF3iIiIiItYVhbuMh65cqVWJbFdtttx3fffUdOTk7sOZfLRW5uLna7vd0C7Uh1dXWkpaVRW1uregvpssLLVsda0q6XcuKhZN92KbZETxwjExERkc6iJffFW5xYdCdKLKS7MH0BKq6+m/rn34uNuQZtR97jN+Lq3yeOkYmIiEhn0OaJxdtvv80hhxyC0+nk7bff3uyxhx9+eMui7YSUWEh3U/+/aZRPmIrlCwBgJCaQc+cEUo75a5wjExERkXhq88TCZrNRUlJCbm5uk3qHP5zMMIhGoy2PuJNRYiHdUejXFZScOYnwouWxsZSTx5F9yyXYEtxxjExERETipSX3xVvUbtY0TXJzc2N/39RXV0gqRLor14596fnhI6Sc8LfYWP2z77DmkHMJLS2KY2QiIiKyLWjxPhYi0nXZEj3k3juRnPuuxlg3SxFasJTVB55F/Rsfxzk6ERER6cy2aCnUvffeu8UnvPjii1sVUGegpVAiEFq0nJKzJhFevCI2lnraEWTddBE2j5ZGiYiIdAdtXmPRr9+WbZxlGAbLli3bsig7MSUWIo1Mr5/yf91Jw/+mxcZcQ/uT99j1uLbvHcfIREREpCOo3WwrKbEQaaruhfeouOouLH8QaOwalf3vy0g57mAMw2iX94xETWYuLmf/ATk47Fq1KSIiEg9tXry9KZZlobxEpOtLPfFQenz4CM51e1tYPj/lF91K2QU3YdZ72+U9K70h3pi3hkpvqF3OLyIiIm1rqxKLxx9/nKFDh+LxePB4PAwdOpTHHnusrWMTkU7EPWg7ek5/lJSTDo2NNbw6nVV/OZPAvF/a9L1mr6hi8lsLmL2yuvHPFVVten4RERFpey1OLCZNmsQll1zCuHHjeOWVV3jllVcYN24cl112GZMmTWqPGEWkk7AlJZB791XkPXI9tpQkACIr1rDmb+dTff8LWKbZ6veo9YV54qvlVPuCeJw2qn1BnvhqObW+cKvPLSIiIu2nxTUWOTk53HvvvZxwwglNxl988UUuuugiKioq2jTAeFCNhcifC69cS+m5NxCcszA2lnDAKHLvvwZHbuZWn3dpeQOT31pAZpKTBWvrGVKYQpU3zI1HDGG7nOS2CF1ERES2ULvWWITDYUaOHPmH8REjRhCJRFp6OhHZRjn7FNLjnQdIv/gkWFfA7f/0O1bvfxq+T7/b6vNmJ7lJTXBQWhcgYpqU1gVITXCQlaQWtyIiIp1ZixOLk08+mQcffPAP44888ggnnXRSmwQlItsGw+kg67rzKHjlTuzrZimi5dUUH3s5lTf8FyvU8uVLaYlOztirHxmJbgJhk4xEN2fs1Y+0RGdbhy8iIiJtqMVLoS666CKeeeYZevXqxe677w7At99+S1FREaeccgpO5+//87/zzjvbNtoOoqVQIi0XKa+m/KJb8c34JjbmHj6IvIcn4+zXo8XnK60LcOM7C5k0bjB5qZ62DFVERES2UEvuix0tPfn8+fPZddddAVi6dCkA2dnZZGdnM3/+/Nhx7dXbXkQ6J0dOBvkv/Jvah/9H5U0PQzhCcN4vrDrgdLJvu5SU4w9p0b8LaQlOUhOcpCVopkJERGRboA3ymqEZC5HWCf64mNKzrye8fHVsLGnc/uRMnYA9Y8v+m9IGeSIiIvHXYRvkiYg0x73LAHp+8jgpJ/wtNuZ9Zyar9jsN3+ezt+gcDruNMYPzlFSIiIhsI1o8YxEIBLjvvvv49NNPKSsrw9yob/3cuXPbNMB40IyFSNtpePtTyi+/A7OmPjaWdsHxZF19NobbFcfIRERE5M+0a43FmWeeyUcffcTf//53Ro0apVoKEdms5MMPwDNyCGUX3Yr/8zkA1P73JfyfzSbvoUm4BvaLc4QiIiLSFlo8Y5GWlsb777/PXnvt1V4xxZ1mLETanmWajYXdNz8C69rQGh4XWZPOJ/WsY/QhhYiISCfUrjUWPXr0ICUlZauDE5HuybDZSD//eHp++AjOdbMUViBExdX3UHz8BCIlFXGOUERERFqjxYnF1KlTufLKK1m5cmV7xCMiXZx76A70/OhR0s7+e2zM/8m3rNr/NLwffBHHyERERKQ1WpxYjBw5kkAgwHbbbUdKSgqZmZlNvkRE/owtwU32rZdQ8PKU2I7dZmUtJadcTdn4/2B6/XGOUERERFqqxcXbJ5xwAmvWrOHWW28lLy9P66JFZKsl/mU0vT5/mvLx/8H7fuNsRf2z7xD4ch65D1yDZ7ehcY5QREREtlSLi7cTExOZNWsWu+yyS3vFFHcq3hbpWJZlUf/cu1Rcey+WL9A4aLORftGJZP7rDAyXdt8WERGJh3Yt3h44cCB+v5YpiEjbMQyD1JPH0fOTJ3CPGNw4aJrU3PMcqw86h+CC3+IboIiIiPypFicWt99+O5dffjkzZ86ksrKSurq6Jl8iIlvLtX0verz7AJlXnw3OxpWaoQW/sfqvZ1N97/NY0WicIxQREZFNafFSKJutMRfZuLbCsiwMwyDaBf7Hr6VQIvEX/HkJZf+8mdAvy2Jjnt2Gknv/NTi36xnHyERERLqPdt15+9NPP93kcz///HNLTyci0iz3Tv3pOf1Rqv79ODX3vwiWReD7+aw64HSyrr+A1NOOVPMIERGRTqTFMxYbq6+v58UXX+Sxxx5jzpw5mrEQkTbn/+Ynyi66hciKtbGxhP13I/eeq3AU5sYxMhERka6tXYu31/v888859dRTKSgoYMqUKfzlL3/hm2++2drTiYhsUsLuO9Pr0ydJPe2I2Jh/5ves2vdU6l/9iFZ+PiIiIiJtoEWJRUlJCbfffjv9+/fn//7v/0hNTSUYDPLmm29y++23s9tuu7VXnCLSzdmSE8m54woKXpqCPT8bALO2gbLzb6L0jOuIVtbEN0AREZFubosTi3HjxjFgwAB++ukn7r77btauXct9993XnrGJiPxB4oGNm+olHz0mNuZ99zNW7XMKDe9+FsfIREREurctTiw++OADzjzzTG644QYOPfRQ7HZ7e8YlIrJJ9oxU8h6eTN5jN2LLaFzvGS2vpvT0ayk9e7JmL0REROJgixOLL7/8kvr6ekaMGMHo0aO5//77qaioaM/YREQ2K/mIA+j1+dMkHrx3bKzhzU8o2vtkGt6ZGbe4REREuqMtTix23313Hn30UYqLizn33HN56aWXKCwsxDRNpk+fTn19fXvGKSLSLEd+NvnP3Erug9dhS08BwKyoofSM6yg5azLRiuo4RygiItI9tKrd7OLFi3n88cd59tlnqamp4a9//Stvv/12W8YXF2o3K7JtipRWUj5hCr4PvoyN2bLTyfn3eJIPPyCOkYmIiGybOqTdLMCAAQP4z3/+w+rVq3nxxRdbcyoRkVZz5GWR//St5D40KVZ7YVbUUHrmJErOnKTZCxERkXbU6g3yuiLNWIhs+yKllVT8ayre97+Ijdmy0sj59+UkH6HZCxERkS3RYTMWIiKdlSMvi7ynbiH34cm/z15U1lJ6VuPsRaRcsxciIiJtSYmFiHRZhmGQcvQYen35LEmH7hsb9779Kav2OZmGNz+JY3QiIiJdixILEenyHLmZ5D15M7mPTMaWmQasm704ezIlp19LpLQyzhGKiIhs+5RYiEi3YBgGKUeNodcXz5B06H6xce+7n7Fq75Ope+kDVHImIiKy9ZRYiEi30jh7cRN5j1z/++xFTT3lF91K8bGXEy4qjnOEIiIi2yYlFiLS7RiGQfJRB9L7q2dJPuavsXH/zO9Ztc+p1Dz8ClY0GscIRUREtj1KLESk27JnZ5D30CTyn/839sJcACyfn8pr72XNYf8ktHh5nCMUERHZdiixEJFuL+mgPen95TOknn5kbCw4ewGrDjiDqilPYoXC8QtORERkG6HEQkQEsKUkkfOfyyl86z6c2/dqHAxHqP73E6wecxaBuQvjG6CIiEgnp8RCRGQDCXsOo+fMJ0m/5B9gtwMQ+mUZaw45n4pJ92N6/XGOUEREpHNSYiEishGbx03WtefS86NHcO3Uv3HQNKl98GVW7Xcqvs9nxzdAERGRTkiJhYjIJrh33pGeHz5C5nXnYbhdAERWFlN8zGWUXXI70Zr6OEcoIiLSeSixEBHZDMPpIOPik+j52ZN49tglNl7/wnus2vMf1L/xsTbWExERQYmFiMgWcW3fm8I37yX7jssxkhMBiJZXUXbODZSc8C9trCciIt2eEgsRkS1k2GyknXYkvb96lqRD942N+2Z8w6p9TqHmgRexIpE4RigiIhI/SixERFrIUZhL/lO3kP/0LdgLcgCwfAEqr/8vqw86h8APi+IcoYiISMdTYiEispWS/rYvvb96ltQzjwbDACD08xLWjD2XimvvxWzwxTlCERGRjqPEQkSkFWwpSeTcfhk9PngQ1+DtGgdNk9qHX2HV3ifj/fArACJRk48XlhKJmnGMVkREpP0osRARaQOeEUPo+fHjja1pPeta064po+QfV1FyxnUEiyuYsaiMiKkOUiIibUkf3HQeSixERNrI+ta0vT5/hoT9d4uNe9+ZyW8Hnk3O519T4w3GL0ARkS4oYlr64KaTUGIhItLGnP16UPC/qeQ+eB22rDTm5/bgzl324cvKMBOvep6vP5sf7xBFRLqMWn+YOn+YWn843qF0e0osRETagWEYpPz9INI+eZq3DxlHjSeBTF8DVb4QDz/4IctvfhTTF4h3mCIi27TZK6qY/NYCZq+sbvxzRVW8Q+rWlFiIiLSjaqeb4MAd6DliIIbLSY63nnqnm5VPvsOqfU/BO31WvEMUEdkm1frCPPHVcqp9QTxOG9W+IE98tZxan2Yu4kWJhYhIO8pOcpOa4KDCk8CSYcOpHtiflHCQ9ICPyMpiSk78FyWnX0tkbVm8QxUR2aZUeIPU+SPkpXpw2GzkpXqo80eoVC1b3CixEBFpR2mJTs7Yqx8ZiW78UYucgX0575+HkLPb4Ngx3nc/o2jPf1Dz0MvauVtEZAut/+CmtC5AxDQprQuQmuAgK8kd79C6LSUWIiLtbGTfTG44Yggj+2RwwxFD2GOfwRS+cQ+5D1yDLTsdAMvrp/K6+1k95mwCsxfEN2ARkW3Ahh/cBMImGYluztirH2mJzniH1m0ZlmWpN9dG6urqSEtLo7a2ltTU1HiHIyJdQCRqMnNxOfsPyMFh//0znWhNPVU3P0zdM2/D+n+ODYPUk8eRee252DP0b5CIyOaU1gW48Z2FTBo3mLxUT7zD6XJacl+sGQsRkQ7gsNsYMzivSVIBYE9PIWfKFY07dw/t3zhoWdQ98zZFe55E/cvT0Oc/IiKblpbgJDXBSVqCZiriTYmFiEgn4BkxhJ7THyHrposwkhIAMCtqKLvwFtYedQmhX1fEN0ARkU7KYTM4cGAuDpsR71C6PSUWIiKdhOFwkH7esfSe9TxJ4/aPjQe+mseq/U+n8uaHtfeFiMhGNjUjLB1PPwERkU7GUZBD/hM3kf/iHTj6FDQOhiPU3PMcq/Y5Be9HX7fofJGoyccLS4lEzXaIVkREpJESCxGRTippzO70+uJZMsafCk4HAJGiYkpOupKS064lsqZ0i85T6Q3xxrw1VHpD7RmuiEinog9VOp4SCxGRTsyW4CZz4ln0+uwpPHvvGhv3vvcZRXueTPV9z2OFNr3L7OwVVUx+awGzV1Y3/rmiqiPCFhHpMBsnEOsfl9UF9KFKB1NiISKyDXD170Ph63eT++B12HMyALB8fqpufIhV+5+O7/PZf3hNrS/ME18tp9oXxOO0Ue0L8sRXy6n1bToRERHZ1kRMixmLyoiYVuzxS9+vYvI7+lCloymxEBHZRhiGQcrfD6LX18+TesbRYGv8Jzy8ZCXFx1xGyVmTiRSXx46v8Aap80fIS/XgsNnIS/VQ549Q6Q3G6xJERNpMJGry4fwS3v5hNbW+EJUNQT5eWMqKigbmr6mlol4fqnQ0R7wDEBGRlrGnp5Dz78tIPfFvlF91F8F1O3V73/oE3/RZZEw4jfRz/o/sJDepCQ5K6wJETJPSugBZyW6yktxxvgIRkdar9IZ44qvlFFX5iJoW5z43B8u0SHY7qPKGAAv7ug9VqrxhKr1B7crdzjRjISKyjXLvMoAe7/2XnLuvwpaVBqxbHnXDg6w64HScc37ijL36kZHoJhA2yUh0c8Ze/dr0f6wqjhSRjrT+35yvl5Rz9jPfM6+omoqGIMFIlMXFdfxSUs8vJfUYBniDEaq9QRasrSPF49CHKh1AiYWIyDbMsNlIPelQes96gdTTjwKjcYOo8K8rKT76Unrdei+TRucxsk8GNxwxhJF9M9v0/dVxSkQ6UsS0+GB+CU/OWsHych8R0yIctaj1R4haYFlgMxr/KUx0OQibFt5ghJN376PZig6gxEJEpAuwZ6SS85/x9Jz+KO4Rg2PjDW/MIHDQGez15WekOtp2V1p1nBKRjlbrD1NWH2BxST2hSLTJc6YFFuALRbEsi6wkF+mJTnbMS2H73OT4BNzNKLEQEelC3LsMoMf7D5Jz15XYMtctj/L6Gf3q65T/9Sz8X81rk/dRxykR6WjrP8z4cVU1q6r8BKMW6xpBxRhAKGphYeB22jEsg0Ul9frwo4MosRAR6WIMm43UfxxG729eIPW0IzZYHrWCtUdeTOl5NxIpqWjVe6jjlIh0pPUfZiyvaKAhGMXaxHHrxzMSHKQnOEhPcpLgsuvDjw7SKRKLBx54gL59++LxeBg9ejTffffdZo9/5ZVXGDhwIB6Ph5122on3338/9lw4HObKK69kp512IikpicLCQk455RTWrl3b3pchItKp2DNSybnjCnp89Aju4YNi4w2vTadoj5OoeehlrHBkq87dXMep1AQVR4pI+6jwBqlqCK3r9vTnyutDLK3wMjA/RR9+dKC4JxYvv/wy48ePZ/LkycydO5dddtmFsWPHUlZW1uzxX3/9NSeccAJnnnkm8+bN48gjj+TII49k/vz5APh8PubOnct1113H3Llzef3111m8eDGHH354R16WiEin4Rk2kB7THiLnzgm/L49q8FF53f2sPvDMrVoelZbobPeOUyIi62UnuXE5bQTC0T8/GDCB1dV+Fq6t04cfHciwLGtTs0kdYvTo0ey2227cf//9AJimSa9evbjooou46qqr/nD8cccdh9fr5d13342N7b777gwbNoyHHnqo2ff4/vvvGTVqFCtXrqR3795/eD4YDBIM/p7B1tXV0atXL2pra0lNTW3tJYqIdBrRqlqqbn2Uumfebmyfsk7ykX8h6/oLcPTIa9H5SusC3PjOQiaNG0xeqqetwxURiZm5uIzLXvqBav/vy5lspok7EiZot2Pa7LGln+ulJzhxOWzs2juDs/bp1+ad8bqDuro60tLStui+OK4zFqFQiDlz5jBmzJjYmM1mY8yYMcyaNavZ18yaNavJ8QBjx47d5PEAtbW1GIZBenp6s8/fdtttpKWlxb569erV8osREdkG2DPTyJlyBT0+fBj3sIGx8YY3P6Foz39QfeczmIEtXyqQluAkNcFJWoJmKkSkfQ3vlUGvzATWpw6ucJjEYABnJNL4Qcn6r3VsQM/MBAYVpLZLu235o7gmFhUVFUSjUfLymn5ClpeXR0lJSbOvKSkpadHxgUCAK6+8khNOOGGTWdbEiROpra2Nfa1atWorrkZEZNvhGT6IHh8+TM6d/9pgc70AVbc9yqp9TsH74VdsyYS2w2Zw4MBcHLa2bWW7pbRBn0j3MfPXMlbX+LEAezSKKxrBZpkcsGwBg8uL8YQbd9teX8LtcdrITnaRnezWhx8dJO41Fu0pHA5z7LHHYlkWDz744CaPc7vdpKamNvkSEenqDJuN1JPH0fubF0k76xiw2wGIrFhLyT+uovj4CYR+K9rsORx2G2MG5+Gwx+d/J9qgT6R7qPWFefentZim1ThjYVkEHQ4wDBbsMpxJ2UGmfvAiZ343k1xvPU67QdQCXzDKDrlJcfvwo7uJa2KRnZ2N3W6ntLS0yXhpaSn5+fnNviY/P3+Ljl+fVKxcuZLp06crWRAR2QR7egrZt11Kz08ex7PX8Ni4/5NvWbXvqVTe8F/MBl8cI2yeNugT6T4qvEF8wSiZSW7sZhS7ZWJY0DcBnLmZJJx9LH0CDYz79Ud2KC8mzQ65KY2F2h//UkatX21mO0JcEwuXy8WIESOYMWNGbMw0TWbMmMEee+zR7Gv22GOPJscDTJ8+vcnx65OKJUuW8PHHH5OVldU+FyAi0oW4B29P4Rv3kPfYjTh65DYOhiPU3P8iRaNPoP5/07ZoeVRH2NoN+rR0SmTblJ7gxB+OUucNku734jBNUoM+HPm59MtOorBnFr7jxlGTkETA6aJnbTWhqEkwEmVFRQNLyxvifQndQtyXQo0fP55HH32Up59+ml9++YXzzz8fr9fL6aefDsApp5zCxIkTY8dfcsklTJs2jalTp7Jo0SKuv/56Zs+ezYUXXgg0JhV///vfmT17Ns8//zzRaJSSkhJKSkoIhTRVLiKyOYZhkHzEAfT66jkyLj8Vw+0CIFpWRdk/b2HtoRcQ/HFxnKPc+g36tHRKZNsUMS0MA5J8XtL9PhLDIRJtkJuVwhl79SMr2c3wC44i3e8lJRggFAhS7Q2yYG099YEoN7/7C98uq4z3ZXR5cU8sjjvuOKZMmcKkSZMYNmwYP/zwA9OmTYsVaBcVFVFcXBw7fs899+SFF17gkUceYZddduHVV1/lzTffZOjQoQCsWbOGt99+m9WrVzNs2DAKCgpiX19//XVcrlFEZFtjS0og86qz6PXlsyQesndsPPD9fFb/9WzKL7+DaGVN3OLbmg36tHRKZNs0e0UVF784j/lr6qgMWziiES745mP+kuNu0u3J2aeQnGE7MmztSla7kwlFLCKmhWmaLK/w8sjny7TzdjuL+z4WnVFL+vWKiHQHvk++peKaewlvUMxtS0sm86qzSD3tCAyHo8Njmr2iise+WM68VTUM75W+2R71tb4wE9/4icqGICV1QfJT3WQlu7ntqJ21qZ9IJ1brC3PFqz8wZ2U13kCEhLp6LJvB0JpyCg7Zk5uP2RmP0x47ftWjb3DljOX8mN8Lv8vduLcFYDMa22PfcPgQDh/WI16Xs03aZvaxEBGRbUPiX0bT67OnyLr+AoykBADM2gYqJt691bt3t9bIvpmNn1b2yfjTHvVbu3RKROKrwhuksiGEzTBIDIdIigSxmyZ1BXkM65v5h25PvlHDqElIwhmN4tiglsq0wDThnZ+KNWvRjpRYiIjIFjFcTtL/eQK9v3mB5GMPjo2HFi5j7ZEXU3r2ZCJrSjdzhra3pRv0bc3SKRGJv+wkN1nJLkzTIhyJ4nW4idps5ORnMm7nwj+0us7v35NMw8QyDBxmJDZuN2BgQQr+UFQfKLQjJRYiItIijvxs8h64hh7v/RfXzjvGxtfv3l015UlMX6BjYtnCDfrSEp2csVc/MhLdBMImGYluztirn5ZBiXRyaYlOzt13e/pkJmKYJpbNoF99Necf3vwyxrREJ6dlmfSrrsARjWLDxG4zyExyAZY+UGhnSixERGSreEbtRM+PHiHnzglNdu+u/vcTrNrrHzS8MaPd29O2ZIO+liydEpHOJTXkp7C2iu0qSznZ3cBu22Vv8tjd9xvK9Z+8wW0fvcIx5cvJTXFjGIY+UOgASixERGSrGXY7qScf/sfdu1eXUnrO9awdd+GftqftyL0ltnTplIh0Duv3rKkvr6VXXTWmzcYHvQdutk4iYa/hpISCDKws5agfv+XiA3dgZF99oNARlFiIiEirrd+9u9dnT5JwwKjYeODbn1j917Mpu/g2IqXN95CPmBYzFpURMdu/SeGWLp0Skc5hfeOF7LIy3NEIOd56fGmpm62TsGek4uzfB4Dc1WsY1z+LtASXPlDoAEosRESkzbgG9KPg5SnkP/9vnNv3ahy0LOpffJ+i0SdQfe/zWMGmm9PV+sPU+cPU+tu/U0tLlk6JSPxlJ7lJdUBpBIJ2B5U5uaSnJf5pnYRn5BAAjGgUFi/TBwodRP+yiohImzIMg6SD9qTX50+TddOF2FKTAbC8fqpueoiivU+m4b3PsSxLm9aJyCZFoibfr6jiOI+PdL+PqsRkMtITt6hOYn1iARCZt1AfKHQQfYdFRKRdGC4n6ecdR+9vXyD1tCPA1vi/nMiKtZSedg2L/n4Fj33wM9W+IB6njWpfkCe+Wq4e8yICQKU3xBvz1lD480Iu+2oaF3/9EZNH5W1RnYR7xODY3wPfL2jPMGUDSixERKRd2bMzyLnjCnp+8jgJ++waGy/98TfKvv6Z9N+W4Y5GtGmdiMRsOJt5a5mdlenZ9KyvIWfvYVv0etfAfrHNPANzFnRYg4juTomFiIh0CPeQHSh47W7yn74FR99C0v1eUoIBSkpr6Tn3R9YsWkWq264e8yLd3PpOUNW+IIk2i6qgyetDRlI5YAdc61pb/xnDbsc9bCAANRV1vP/lr1R6Q3/yKmktJRYiItJhDMMg6W/70vvLZ+lz5ekcs+xn0gN+atwekn9ZwqHPPovjy+/bff8LEem81neCykv1kNLQQLq/gfKkFLx7jmxRnYR7yA7Mz+3BXXsdrDquDuKIdwAiItL9GG4XGRefxN+OO5gBNz9O8QfTG2cwQkFKTppLwgGjyL75Ilw79o13qK0WiZrMXFzO/gNyVDwqsgWyk9ykJjgorQsQaPDzQ0EfDOCZ9BRSV1Rt8V4UgQHb8/qQEDWeBDJ9DbE6rv65Kdokr53oXzgREYkbR14W2999BbYpV5E9fMfYuP/T71i172mUX3UX0cqauMTWVhv3deQ+HSJdQVqikzP26key20mJzQWGwQ6VpfiSklrU4KF+uz7Uuz3keOtJ8TaojqsDKLEQEZG4ctht7HvkHvR45wHyHr0BR8+8xieiUeoef52iUSdQ88CLf9j/or21VULQkft0iHQVI/tmcs7efelRU8mwtSvJDAXIzUpuUWJQMLQfKeEg5Ukp4A9QWhcgNcGhOq52pMRCREQ6BcMwSD7yL/T6+nkyrzoLI7Gxo4tZ10Dl9f+laK9/0PDWpx1Wf9EWCYH26RDZej2qK8htqKMmIZHylFRK64ItSgzS05M4tmEN6QE/XmxkeJxbtAeGbD0lFiIi0qnYEtxkXH4qvb99gZSTDgWjcbfcyMpiSs+axNpDLyAwu3370rdFQrBhZxvt0yHSckk/L+LoBbNJCgVZk5pBksfe4sRgZO+M2B4Y1w5I3OL6DNk6SixERKRTcuRnk3v3VfT89AkS9hsZGw98P581h5xH6TnXEy4qbvP3bUlCsLk6jA072zhsNq3vFmmh0JzfP0AIutwYltHic7iH7EBKKEivumoSflveluFJM5RYiIhIp+YesgMFr9xJ/gv/wbljn9h4wxszWLXnP6i88UGidQ1t9n4tSQg2V4exYWebiGlqfbdIC5XP/ZXXh4zE6/Fgetw0BCMtnvVzDe0f+3v0l2XtEaZsQImFiIh0eoZhkPTXPej12VNk/2c8tnWbZFnBEDX3vUDRqOOpfeINrEik1e/VkoRgc3UY6zvbZCS6CYRNMhLdWt8tsoUiZVVUlNdS7/aQ57KR5HGRn9byWT/3kO1jfw8v+K09QpUNKLEQEZFthuFwkHb6UfT+7iXSLzoJw+0CwKyspeLKO1m172l4P/q6VQXeW5oQbEkdxsi+mdxwxBBG9slo/FPru0W2SHD2/Ma9bYIB1qRm4nbaKKtv+ayfPTsDe14WAN6ffuXDn9e2uoW0bJoSCxER2ebYU5PJmnQevb5+juSjDoyNh5espOSkKyn++2UE52/9p5N/lhC0pA4jLcFJaoKTtATNVIhsqcD380kJBTl6wWzCTgf+UHSrZ/3cQ/tT73Kz1ubm8y8XaU+ZdqTEQkREtlnO3gXkPXI9PT54CPduQ2Pj/s/nsPovZ1B2ye1Eisu36txZSS6OGt6DrCTXH55rSR2Gw2Zw4MBcHLaWF56KdFeB7xsLt/vUVLB9zyx27pG21bN+CwcO4q69DubOPcfy1cpaPv916/5NkD+nxEJERLZ5npFD6PHef8l77EYcfQoaBy2L+hfeo2j0CVTe8kiLC7wddhtjBufhsP/xf5UtqcPY3HlE5I+sUJjgD4uYn9uDuw86irm1YSp9IVZUeFt8rlpfmJcTC1iTmk5JSholURuT3prPzEVl7RC56F85ERHpEgzDIPmIA+j91XNkXX8BttRkACx/kJq7n6Vot+OpeeRVrFDr95FQYbZI+wn+/Ct1lsHrQ0ZSl5WFx2nHZTd4etaKFu8DU+ENUuPyUOdOIGqzkxwO4gtFefJr7SnTHpRYiIhIl2K4XaT/8wR6f/ciaef+HzgdAJhVtVRecw9Fe/2D+jc+xjJbV8CpwmyR9hH4fj41CUnUuz3kZyS2ah+Y7CQ3npQEfC43zmiYqAVJbgfBsKk9ZdqBEgsREemS7FnpZN98Mb1nPU/yMX+NjUdWrKXsnBtYM/Zc/F/ObdV7bK4OQ0S2TuC73ztClScmt2ofmLREJ2fsvR1uLOrcidijETISHGQmu7SnTDtQYiEiIl2as08heQ9NoufHj5Gw74jYePCHRaw96hKKj59AcOHSrTq36idE2pZlWbGOUMcsX0BWVkqrlxsmux30MCLYTZOw3UGyGeXUPfry/YoqtZ5tY/qXUEREugX3LgMoePUuCl6egmuDTbN8M75h9f6nU3bRrUTWlMYxwtaJRE0+XliqGyXZpkVWlxItqQBgZN8Mbjhyp1YtN1zfGtqR5GHXtcspqKsmIeAnM8nFG/PWUOkNtfUldGtKLEREpNswDIPEv4ym54zHyb3/Ghw9chufsCzqX/qAot1PpPLGB4nW1sc30K0QMS1mLCpTj37ZpgW+nx/7u2e3oa1ebri+NXR+eiLJ4RA966pZVeXj4hfnMXtl1SY3t5Sto8RCRES6HcNuJ+W4g+n1zQuNHaTS1nWQCoSoue8FikYeR80DL2L6t53izlp/mDp/mFq/Ot3Itivw3c+xv8/P6cGMX0rZf0DOVi83XN8ausLpocHpYkVaJpVRg7L6AKZpUeXd9OaW0nJKLEREpNuyedyNHaS+f5m0fx4Prsb122ZNPZXX/5eiUcdT+/RbWOFInCPdvNkr1n3yurJan8DKNi02Y2EYfORIb/Us3PrW0IbbyQ+FfSlOSSdosxGOmniDUdISHCyv8FJWH2ijK+jelFiIiEi3Z89IJfv6f9L7mxdIPnYsGI27ZEdLKqi4YgpFe/6D+temt7pFbXtYv4a82hfE47RR7dMnsLLtiURNZsxeQWjBbwD4Bven2LRR2RBq9Sxc/9wUkt1OkqJh7JZFwO6kLhDFF47yxZJKKhuCpCZoD5q2oMRCRERkHWevfPIeuJaeM58k8ZC9Y+ORFWsoO+9GVv/lDLwffYVldZ46hvVryPNSPa3q9y8ST5XeEF98MIfihGQ+2W4Q14w8iC+XVPDlbxWN9RCtmIWr8AZpCIQJuD34nW7AWvcFgYhJKGJRpyWEbUKJhYiIyEbcg7en4Jnb6PHBQ3j23jU2HlqwlJKTrmLtoRfg/2peHCP83fo15KV1gVb1+xeJl/VL+aZXm1x86D+4e4+/8osjGdOywLL4tbSehz9fttWzcNlJbtwuO0Gni8aEwlifVwBQHwhzyUvz+HZZZZtcT3emxEJERGQTPCOHUPj63RS8ehfu4YNi44Hv57P2yItZe+zlBH9cvNXnb4sWsevXkGckulvd71+ko61fylde7ydgWvidLoIOJ6YBpmnhsNuwGwaVDcGtnoVb/99IgstOxGYDo+nzUQtWV/u4fdoiKhs009caSixEREQ2wzAMEvcbSY8PHybvqVtwDugbe87/6XesHnMWJWdcR2jJyhafu9IbapNe+iP7Zjb2+W9Fv3+ReKjwBqn1hQmGTYiapAT9AJhW41c4ahK1LLKS3a2ahdt/QC43H7IjfasrsTVTK+UPRVle3sDS8oatfg9RYiEiIrJFDMMg+dB96fXZU+TcdzWOXvmx57zvzGTV3qdQ+s9bCC9bvUXna+tOTq3t9y/SkdbP1qUnOEnxOKkorcVuRvG6PHjMKLb1swqGwY55KZy773atnoXbf2Q/rpk1jQHlJbjDTZP5sAm1/gj/nrZIXdVaQYmFiIhICxh2O6nHH0LvWc+Tfdul2HPWzQ6YJg3/m0bRnv+g7OLbCK9Yu8lztEcnJ4fdxpjBeVvd71+kI62frYuYFkfv2oOEgA93OIzdNAnbHdhtBqkJDnYqTOXeE4a3ySycw2aQU5jJKT98hScSpkmhBeCwwbJyb6vqObo7/esjIiKyFQy3i7SzjqH39y+Rec052NJTGp+IRql/8X2K9jiRssv+Tbio+A+vjXcnp7ao7RDZWhvO1l384jzu/vhXynFSk5CEaTPAZpCR5MKywLQsHDbjz0+6BRx2G+7hA3GYUbJ9DTis33//DcDlsLe6nqO7U2IhIiLSCrakBDIuPZnec/5HxlVnxnbxJhKl/rl3KRp9AuWX30F4dWnsNfHu5BQxrVZvPCayNTacrXPaDRaX1rGkrAF7NELUMGhweQgadur8YWyGgdtpb7Pd5GevqOLapO258YAjWJmRjcM0Mfi9ljvURvUc3ZkSCxERkTZgT00m8/LTGhOMCadjS0lqfCISpe6ZtykadTzl/5pKZG1Z3Ds51frD1PnDbXbDJrKlNpytM9bd1luWhTMcwbTZ1u9NuW5n7DAuu61NbvJrfWEe/nwpS6MObJaJYVqEDTvrJkjWN6Fts3qO7kqJhYiISBuyp6WQ+a8z6D33FTIuPxUjObHxiXCEuiffZOVux1N+5V0Mc0fj0smprYvGRVpiw9k6a/1GdaaF3+UiYrNjMwxsNHaEiphQ4w+zpKy+1e9b4Q1S2RDC7rSTHAqRFvSBZRK1GtvNAiS47Jy5dz91VWsFJRYiIiLtwJ6eQuZVZ9Fn7iukX3oyRlJC4xOhMHVPvM7Kkcdh3Xg/hd460hI6aKaiHYrGRVpi/WxdWoKLhkCE/NQEPNEIAaeTqM3AaTNw2A0Mw8DjtOG0GW3yO5qd5CYr2YUJNLg9hAw70DhL4bQ3zp34Q1Fe/n6V/ntoBSUWIiIi7ciekUrWNefQZ87/SL/4JIzE3xMM79Nvcdyk66m57HZCvxW1eywtLRpXkbe0h5F9M7n0wB1wOWxkJ7voV13BiDXLKayrIcHjxAJcdoOMRBc9MhLapLFBWqKTc/fdnv65KZh2O5bNwB2J4LSB027D7bDhdtqo9oVUuN0KSixEREQ6gD0rnazrzqPPnJdJv+jE2AyGEY3ifXkaq/b8B6VnTya44Ld2i6GlReMq8pb2MHtFFXfNWEKtP8zCVdW4/T5yfA3sYAXok5lAWoKTgjQPToetTRsbjOybyb0nDOeMqmVM+uRNhpauwg1ETQvLsnDYbCrcbiUlFiIiIh3Inp1B1qTz6TPv1cYi7/VdpCyLhjc/YfX+p1N88kQCcxe2+Xu3tGi8LYu8Nfsh8PtyvFpfmGS3nXAwzJLsfBqcbhry87DZbAwpSGX73OR2aWyQleRit517s2vJKk768Rt2tK/bKK8NN+LrzpRYiIiIxIE9I5XMf51Bn3mvknndediy02PP+aZ9yZqx5zL/kH/S8MVcLKvpjEFrbtJH9s3coqLxti7yXr8hWqU39OcHS5e1fjlefpqHtAQXvavLMSyL8qQUMnLTSU90cdyo3twwrn0aGzjsNnY9aFcAhpat4ZbS+ezTP5t9dshus434ujMlFiIiInFkS0ki4+KT6DPnFbJuuQR7QQ4A9S43FUtW89vx/2LN386n4d3PsKJRoPVLlNISnKQmOJsUjW+YrLR1kbc6Ucl6Gy7HC4UiRMJRdqwo5oyF33LZETuT4LQzok8Guakejhreg6wkV5vHkDCgH7gaf/cT5i8mM8lNZrKrw5oodGVKLERERDoBW6KH9HP+Tp/vX2L1zRO4+6CjuHePv3LXXgczp6iG0tOvZdWe/6D26beoqWrY4iVKzc1uOGwGBw7MbbKj8YYzCm25M7g6UcmG1i/HA4PKOj/FyWnUuRP4ecRI7v1kaSz5/GFVDWMG5+Gwt/2tquF04BrYD4DI0lWM6Zv2h/8eZOsosRAREelE6qIGLyf3wD9qOOHCXOoyM3l9yEjqXW7Cy1Yz8z8vcuXlT7F49q9MemXen37639wSJIfd1uSmbeMZhVVVvjbbGbwtkxTpGvrnppDsdpAaDOAyo6xKy+Kl9L6sqPR2WPLp3ql/419Mk32NBsYOLWiXJKa70XdQRESkE4ndiKd78OXm0Wu/YYRG7kxg792od7l5fchIamwO+hatoPSLH3nwoQ+p+LX5VrVbsgSpuRmF/81exbEjerXJzuAt7UQlXV9pnZ+iKh/RqIll2EiIhIgAVd4wNsPokOTTPbR/7O/B+e3Xia27UWIhIiLSiTR3I57RI4tBT96I+6W78PUsJMfXgDsaIbu+huo1lcw/9GJKzppMYN4vsfNs6RKkTc0o9M5KbJOdwVvaiUq6vrREF94GPwGbHWc0TMjhxGm3EQhHCEU6Jvl0bZBYhOYvabf36W6UWIiIiHQim7sRLxwxkJwRA6jbZzSlPXpSkZJOSjBAuq8B71ufsOagc1h9yHnUv/4x5TXeLVqCtLkZhawkV5MC2q3tRrWlnag6wsbXoDa48TGsvgJ3JEyDKwGb3U5+mockt4NwtGOST/eQ7cForKkI/vhru71Pd6PEQkREpJPZ1I34+qQjMzOFVT16kbfPLpy2awHpaYmx1wZnL6Ds3BvwH3oOCUVrKKn0bnYJ0uYSmY1rMTau12jJTXpznajiYeNrUBvcjrV+ed5yb5SC+hp61laS5HEwMD+VG48Yym7rf/fbOfm0pSTh3KE3AMEFvxH2BVqcYCop/SMlFiIiIp3Qpm7EN0w6bvy/4Rxw1Un0nvsKOXddiWvI9rHjElcXc9hr/yPhy+9JWLmatHBok58Cb8mMQnP1Ghu3vd3cTXpznag62sbX8NysFWqD24Fiy/PqAxSUl2G3TNLDIYb0z+eGI4aw7445HZp8uocPbPxLKEzDT0t4ZtYKAuHoFr9eSekfKbEQERHphDZ3I77xEiWbx03qPw6j56dPUvjmvSQdui/YbAwtW8NlX7zPVR+8wgW33UzBP6+l/o2PsYJ/vBHa3IzCpuo1VlX5Ym1v/6xQfOPZj4628TWU1/u5/9PfKK8PqA1uB1lfz5PtbyAhHCTHW0+0IId9B+aRleTq8OTTM2xg7O/Lvl/Er6UNFFV6t+i1s1dUMenN+Xz1WznnPTubb5dVtleY2xQlFiIiIp3Q5m7EN/WcYRgk7DWc/Kduoff3L5F+4QmkJjjpVVdNSihI4LufKTvnBlbscjSVN/yX8LLVv59zMzd1zRV4r67yc+M7C5m9spqrX/+ZqR8tbpO9KjZcXtKWS002voa0BBeBsNm45EttcDvE+nqe4uJqgnYH5UkpZBZkMm7nQhx2W4cnn+5dBwHw9oBhnFfkoKw+wGlPzea5WSs2+7paX5jHv1zOsgovoajJ0nIvT3yppBSUWIiIiHRJzt4FZE2+gJ5zX6Xi8nNxDugXe86srKXm/hcpGn0Ca4+5lIa3PsUejW7ypm7jAu811T7K6gP4QpF1n/4H+LWsgYxEV5Ob9LL6Ta9b31TSsOHyqrZcarLxNdT6Q3icNmp94VgNSorHwc+ra7VmfjOa+7ltaQKYlujktN16krK2hKrEZNIjIc48bJe4dQhzDdmB4rQMnh+2J37TwgD8oQj3f/obqyp9seM2vr4Kb5AaXxhfKIplWYSiUSobgm2elG6LNRxKLERERLowV2oSo6/6B72+eJrCN+4h+ci/gNMRe97/+RxKz5rEymF/p/KmhwivWPuHc2xc4J3gcpKb4qFHRgIOm43C9AQMC9bWNu0sBWwyMdi4PmO9Wn+YOn+Yz38tb9P6h42vISclgQsP2IGcFE+saP2o4T34aGGp1sxvRnM/t039LJszeMliLvvsXS7++iMmpgcYtWNee4a7WTaPm+KdhhB0OEj2+7AbkJrgxB+O8tq81bEb+o0T3OwkN6FolJI6P/6wRSBs8Vt5A0UbJCNtoSXf185CiYWIiEg3YBgGCXvvSt6jN9Dnx9fJnHQejr49Ys9Hy6uoufd5ikYdz9r/G0/9a9MxfYHY8xsWeE8eN5iemQmxT/+rfSF2yEsmJ/n3zlJ7bpfF1I9+3WRisD6BqPX/vnxkfZ3GdyuqmPTWfIqqfG1a/7Bxkfo/9ugbe3z0rj14fe4aFXL/ieZ+bs2NNScSNVn61LukhIL0qqumx1H7t2+wW6D/gELckQj1Lg+OcON1uB02fiyqpdIbarZ2aN6qapaWNbDhREJ9MMoDn/7WpsuhtvT72pkosRAREelmHDkZZFx0Er2/fYGCV+8iadz+4LA3PmlZ+Gd+T9l5N7Jy6JGUjf8Pge9+xrKsWIF3r8zEP7SoveKgAdx69E6M7JPB5QftyNfLKjdZc9HczdqGxdVOu4EvFKXaF2rznZg3LlJPS3Dicdp5fe6aNqkR6cqa+7l9u6yS85+bw+yVVX+akIWq6vB8NRsAW1Yayfvv1lGhb9IOuw/hpB++JiESxrTAbrORnexmYUlds7VDD3++lEc+X0Y4stHyJMtiSXkDK7aw+PvP/FkzhM5KiYWIiEg3ZdhsJO43kvwnbqLPD6+Rec05OPoUxJ43673UP/sOaw69gFW7n4j3vuc4KNOGw2Y026J2/U17OGpucnO+TXWYWlHx+4Z+LrudJLcDb7DtdmJev14dy2pSpO6wGQzvlU59IPynmwl2Rh21Dr+5n9v6m+xVVX7cDnvsZ1nZEOTjhaUEQpEmsZW8+jHFiSnUu9ykHP1XjA2W5MWLZ/edOXzxD9z93nP84+dvKEzzkOx2bLJ2qLIhREMwjMdlb3Iem2HQ+CvV+mVLG3+vq7xBbvtgEZUNnf/3UYmFiIiI4MjLIuPSk+n93UsUvnUfKSf8DSMxIfZ8eNlqam57jN7Hnk/p3y+j7tm3SQ8FmrS9Xd9ZKi/Vs8ndvJvrMFXnj4BhxV5jYZGR6CTRZW+znZjXr1fHMBgzuHFd/8cLSwEYt0shaYnOZuNtco5OWEzbUXspNPdzq2wIUVoXIGqaGLBB0X6QGYvKCEbMWI3A98sruWlOBffu8Vfu2utgfj3oL+0a75Zy5Gfj6FtIQUMdQ9esYFWVj3SPY5O1Q1nJLvJSE8hOdrNh/zS308aOeSn0zUpudUwbf69zUtysrvZTVq/EQkRERLYhhs1Gwp7DyL13In0XvEnu/dfg2XvX3w+wLAJfzqV8/B2s3ulIhtw8Ff8bH2M2+GLtQrOS3ZvczXvj7kzrb+L7ZiU3eU3vzKQ23Yl54/XqGxbGbmr38SS3vUki0dk2ROvI5TLN/dxsBpTWBaj2hymrD/BbmZfUBAcOm0GdP8ya6sZ9TlZV+Xj8vZ+oCkXJ9DVQl5PNc2tCnWapmWfUzszP7cH/ho4iEAjxXVEN3mCk2dqhc/fdnnP33Y5+2cmkJjhw2cBpg5F9M7jioAFt0uFq4+/12mo/hmHFdXPJLRX/OSgRERHplGzJiaQcdzApxx1MuKiY+lc+pOHlDwkvX7f/RSSKb/osfNNnYSS4STxoL1KOPpCEA0Yzsm8mvTITufGdhUwaN5i8VA/we3emx75YzopKf5OkY+PXpCU4+XRxeat3Yp69oorHvljOvFU1TH5rAWft049emYmxRMPjtDcbb2ldgDfmrWGnnmmsqvI1Ocfpe/WlPhBh/wE5cdn0b1NLyvrnpmzRzW0kajLjlzLA4sBBf753xMY/t2S3E18oQnqCk0pviHDUosob5PBhBVz52k8sr/Dy/YoqIlGLWn+YyuVl9PDW445GKOiRHVtqFq9WsxsKjx7G6+Vu6twJZAe8+JLcVPtCDClM5fz9t4/9Xlz9t4H8UlzP/gNyuOGIIVz/9gIiUZNfSuq56fCh9MpKanUskajJN8sqGVKQyg+raliwpg5/KEokajH1o185a59+rU6y25MSCxEREflTzt4FZF5+GhnjTyX442IaXv+Yhjc/IVpcDoDlD+J96xO8b32CkZhA4oGjcY3dmywy/pAYbCrpgD/uKt6anZgjUZP3fipm2oKSJjfgUz5aTJLLwfy1dbFEY8MakbQEZ5Nk5OrXf8YXimBaVuwcT361giS3g737Z8fq3lsjEjWZubh8ixOVDZfLVDQ01odUecNbfLMeMS0+mF9CIBJhWO+MJj+DTdnw53bqnn24+d1fqA9GALDbIMXjZObicpaWNxCKNG5wGLUsamu9lAdN7Mlp5AS9rHEnsb2ndTUzbck3YijFn62lxpNIyLBjWeB22Dh3v+0Y2TcTbyBMfSBMgsPGjEVl7N0/m6wkF+N2LuSHVVVsn5NMTkrbXEulN8QbP6zB47Bxwf7b8eVvlRSkeajxh1ucPMaDlkKJiIjIFjMMA8+wgWTfeCF9fniVwrfuI/W0I7BlpsWOsXx+vO/MpPrCmznliiupPOlf1D37NpGy35fqbJhAbFi7sOHuyxv+fWvqGyq9IV6ft4aKhmBsvXpGoovfShsob/hjB6j1NSLeYKTJbEDzRbxBKhqCvy+t2kx8WxJ7S5dZZSe5SfE4WFRSv9m6kE35/NdyvllWwZwV1Vz35nwenPnbFn1v1ydfGYkuyuoDeIMRDBp/L8rqAvy8uhZfKEIwYuJ22LEsg6SyMpJDAZzRKCsKelIbjHLU8B6d5uY4IT+H6tQ0vE43rnAYXyBCKBIlI7Exua3xh/EGI7w+bzW1vlDsZ24YUBeIculfd8Tj+v2z+q3dRDDWYWtFFTMXl/Pp4nJMyyIn2bXNNBVQYiEiIiJbZX09Rs4dV9B3/pvkv3gHKSce2iTJMCIRAp9+R/n4O1g59EjWHPZPqu95juiiZRw4KLcxadiCjcBaulnY+vqDhcV1rKry8VuZt3G9eo0fy4DCtD92gFqfyNT4w02KZzcu4v2trIFV1T5+Ka6L1Tasjy8QjsZuINffTJatW1K1qaShpbUSkajJ9yuqOHFUL3yhKP5QtEUF7jMXlzHprflUekN4gxGKqny88F1RLL7N3QSvT74syyI3xUOS2wGGQarHgWlZhKKNhdxYUO0PY0ajLAzYqfEk4ne6qEtNwzStxj1DOkkL1ZBpku124DQj1CQkYVkmhmEwf00ts1dUcdO7v7C03MvU6UuYtayS696cz0MzlzJtfgk1/tAf9ploLknceGz993h956zKhsZZsGXlXrzBCLX+MA98upRI1GTOupqPtuiO1t60FEpERERazXA6SBqzO0ljdseKRAh8+zPe9z6n4b3Pia4tazzIsgh8+xOBb3+i6uaHsRfkkHjgaPz7jMJX44nVOzRnw+LrTR0TO3aD+oNEl50kl50qbxDTgh1ykklyO6j2hTbo9ONucrO2cfHs+iLeJJeD4toAwXCUzCQ33lAk1gr0liOHUOcPU+0NxZbLALz0/SoMw+Kn1U2XXcGml2o98dVy+mUnMa+optmlUeuTmAv2244B+SkYFtxwxJA/Xc60/v1enbsaXyiK027DNBtrIyKmxcpKL3mpHiKmxfRfSglFTQ4a3LT+wmG3sf+AHN77qZgeGQnYbVDnj5CV5KIkGiTZbiMQNgET07IwwmEMLHpWV7I0vxDDMshy2jvVsp7sJDcFuSmsWVmNJxLCtBw4k9y89eNanHYbVQ0BgpEooagFRCmvD/Dk19WsX6G34c919ooqHvl8Gd8tr+K6N+dzzr7bAfyhxmdojzRmLCpjt74ZzFhURmG6h9I6P4FwlGjUxAKiFtgNMC0rVvPR2u5o7U0zFiIiItKmDIeDhL2Gk33rJfT54VV6TH+U9Ev+gbN/nybHRYvLmfXRPCa9NIeiT+dy1VXP8+mUlwj+uBgrGo0dtyWf6G/4KfvG7Tp3yE2mV0YigwpSufXonbj8oAHNdqxaL8ltZ6ceaaQnuAiETdISXOy3Yw43HTGEwQWp9MxIJNnd2P0oPdHJktJ6Jr+9kNkrq7nu7fksK2/g3R/XsqKigflraqmob37jvYhpMW1BCcsrvOSmeLDbDCzLoNYXjrVsbW6GptYfZkWFl0lvLeDn1bUsKq1naVnDny63iZgWHy0sJRCKkuRunGGwgCpvmIZAlIc/W9a4WeG6BO6jBSXNvn/EtPhmeRUn796H7BQ3FuBx2jAMaAhGiESjuB12dsp007O6goLaatamZxK0O4lETYIRs1Mt60lLdHL4PjtiAxymSXLQT36Ki1pfmMqGICYGwYiJZVoEIyZV3lDjly8cm/F54qvlrKps/LPa25i0VntDPPz5Uh7+fNkfEsdVVY0ds1ZWNvBrSR2vzi6iqMpHIGIS3uBbblkwqCCVZLcjVvPRmWnGQkRERNrN+poMz7CBZF17LuHla/DN+Abfx99Q9v0CXh8ykhpPAjneesoNeOq7ajLueoy0RBcJew0nvMeuPGblUm3YN9v9aP2n+Hv3z262NWpWspskt4O0BCd5mykeh8ZlK/PX1HHJgTvwwMxlXHXwAP772TKS3A6yk924HAY/FNViM+Db5VU0BCMsLqnHZhj8uKoWbzDC4pI6CtISqPKGAAv7umVXGxZY1/rDhKImdf4wJbUBIlGL5RVeRvTJiLVs3XCGJhI1efSLZXy/vIq5RdUkuuy4HDYSXXae/WYl2+cmx74HzRWU1/rDhKNmY41EKEK1N0QoYuKwGyS4bNQHwrHC9h9X12C3GXz+azkHDclvUly+fvZo+9xkbhg3hAuen0tGootgxMIX9BKMWhiGxfAFP/JmUiG1CYlYhg2Txk/h6wNh1lT7yUvzdJplPQcMKeQ1R5jyKi95DbUsT0mkcGBPopbFD6uqgcat7ywLVlb5Gx+bFhHDoNoXIrXBwdKKBur8ETKSnFgWZCQ5qWhoXPrUMyOB8oYQlmWwqtLHje8sZP7aOr5dXkmNL8SCtXVkNjMTYQLFNX76ZiexfU7r98hob0osREREpMM4+/Ug7axjSDvrGLxFlQRfnE1BZQVmkZ8cbz1VicnUeBJJqanG+97nrPpyPmV7/JUsM4wrMYmUvvnUBFKoaAg0SSw2XCqVleRipx5p/FBUE2tpu7497PoOUxt2gNrQht2g7pqxBMtqPL7OH6YhGOGQoflEolF+XFVDta/xpt9hs2FgURsIk+i0E45a1PojNATrsdtseIMRopbV5GZ6/fv8uKqGqGkRMS18oQh2m8HOPdOY+tGvTZbOjOybyfIKL09/vZKMRAcGEI6ahCLmup3DI6ys9G5yuVjs/VbX0jcrkRSPE4/LjmlZ7NQjjSVlDaQnOpm7soa0RCfeYJSIaTLprfm47DYGFabyxrw1mFZjfcSGbXf/PqIX7/28FstqLGg2DCAY5muSSQ4HqPckEF63nCrZbccbjJLgsneqZT1piU7OHt2Lx1/9juqEJFJqazlutz3wh6P8vLoWuw0i0aavsYCoadIQCON22tg+O5mIafL9ilr8oSjfr6hm+5wkMpLclNYFCIVNFpfWYQGGDXyhCBHTJGpCxDRpCEVw2CCy0YRTcW2Af4zuQ1Zy50jCNkdLoURERCQucrJTyeyZTfX2/Vg8YgS1+4wma0BvCvcbji0jFYB0v5eUYIAyuwt3VRVrFq/C+dUcvPudTPHxE6ie+jRfvf0Nk17/MbZU6rvlVRRV+bn20EGM7JPBDUcMYfR2WbEOU/B7EfKGrWw33hui1te4udvktxuXYd307i+U1Pp584fidevtYfvsJJx2AwswTdbVF6y7uabxE+5El4NItPHPM/bqB8ATXy2nqMqLNxilIRhhWUUDkahFJGryzKwVFFX5mszQzFxUxg3vLKTKG6LSG8KCWEvX9UXlD3+2rNnlYpUNjXUgVd7G6wKLZLeDXXqkkZ3sJmI2nqeo0ksgEqUhEMHCwmk3qPNHuOvjX7n69Z/5bkUVk96a3yS2p2etYL8dc3DabfxW3kDUtLBZJqY/QHFqBj1rqnA4bLFdqqOmhc2Aqw8Z2OmW9exz1J4csvY33NEIdp+f175ZTlqCk2G90kl2O3EYYAAue+PVGAaYFrgddk7fsx+pCU4MGhMOc92fTruNk0b1BgzKG4KxYnvLbEwMN2ykXBeI0lxvAqfDxpdLKzrNhoKboxkLERERiYuNN13Lyk/nrCN3Yce+h2OZJqEFS/F/MYcTvlvCiyE7VYnJpAf8HL1gNkkVlfhmVFL6xTwe2etgahIS6W9FKa/J4+GVa8l227D27N3srAQQ6wC1oY33hshMcrGs3IvbaVvXdtbP/Z/+Ro/0BJJdDnzBKCuqfCS7HQTWfZxtAS47hM3GZWCGYZGV5MKwwaRxg+mfl8KvJXX8VtZA/bobeIfNwBuMYhiNbXh9oSiGEcLjtJOX6qGsLsiTXy/HHwrjsBvUByKEI40Fvsa6FkzVvhCmaTW7XKy0LsDqaj8j+6RT6Q2va5cbYuyQfArTExq7WUVMyhpCWBZ4Q1FshoFpWhiYFFX51t0kGzQEIrHYclM8/FbewOyVVdT4wkTWJVtpfj99K8tYkZlDUX4hpsMBkcbnbACddAPpurDFh3vvT2htJbkNtVSsKOG+kMXZe/dlwdo6aqwwNgPsNgOiFqYFTjtcc+gg9u6fzUvfrcJmGOzSM40vf6tgl55pRM3GJVHJbgdJLntjMbgvxLIKL5YV+7bENJdYJLkcBMNmp9lQcHOUWIiIiEjcbGqzPMNmw71Tf9w79efgC2BYZQMPPPYJp3kaSErcnsB3PqLl1dQkJFHv9pDTUIc7GiEQtfgxkEdhXTXXXfo4h9WvpfbrfELDB+HeeUdcO/bBcLuajWXj2owNW9N6g1HSElwsLfeRluik2h9m+5wkSusDRC2L4b3TKakNUtkQpMYfxmkDl8NOKNpYqFyYkUivzMTYzspVDUECEQubYRCJmtgMA5fDwG4zSHI7qPWFMZKgtC6A22knGDbpkZHImpog1b5QLIFxORx4nDZKaoPskJNMhTcUKwBffyPqtDfOGKyt8TepOTlgQC7fLK+kR7qHWl+YqGkRjESBxhkYpw1sRuMMT2FaY7F1krtxZsdIhEUl9fiCEd79qRinHTwOG1YggCMaIehwkBH0U12Qjxk2SUlwEAhF8bjs+Lwmt36wiEvH7NipZi0qvEHq8/JIXFmMzbJIWbma+a4kSmuDpCc6KKlbv9SrMTNy2KB3RhJ7bp/F9IWlzC2qJmJaLCiuI2rCj6trGZiXwrfLqvCGIjjtNhrW7fvhD0dprnGy3YDtspNZUt4Qm/1IcNnJTHZ1mnqUzVFiISIiInG1qXqHDWWnJ7LfuNH0Wdd+1bIsIsvX4J71Mxk/VFNZn0BqZSVLsvLAMMjx1lOTkMi7Sfn0f3EaKU+/1Xgiux3ndj1xDdoO16B+uAZuh2vQdjj7Fv5hBmWHHE+T1rS1/lBsiVTUtEhNdlCYnoHdZjB53GB+Ka4nEo1y/TsLiZoWQ3qkEgxb3HzUUH4prsdhM/hueRWPfLGcUNQiHDWJmBYuGzgcNhw2A7vNRorTTo0vRDjS2LXq+FG9+N/sVZTWBbDZWJcoWGQne7DZDELhxtaua2v8hMImS8rqGdYrnZ9X11Je37g/QjBisqYmQDhqkpnk4tQ9+hIyzcblNRZggN1oTGwcNhuhqEnUAtMycRs2iqr8mFgYQNSyCERMLCtCToqLukCYwhQ30bJFrHUmUO/yEMzIIuhJxApFwTDITnSxOhTAF4richj4Q9FO0252vVVVPlb7o9QV9sUVDhKxOzDrA9w1Y8m6hKux/iESavx7kttBottOlS/MhwtKqQ+GiKxb3mSDWGLw85o6PA4btf7G3xsDi2azinXcThsuh0F43XRGtS/E6H5Zneb7tDlKLERERCSumqt3+MMxGy1dMgwD53Y9ye9TyMgey/ihqIa5KyqxR6LsaIQwfankhUJUuD2NxeChdW1No1HCS1YSXrIS79uf/n4+jwvnDn3ouX0vrujbk9frHJy4z66sSc/nyR/KWFHpJyclgaOG9+TL3ypZXRMgI9HNKXv04Z2fislKdjNmcOOMREMwyieLy7jmb4P4pbievFQPeake3vupmLd+WIM3GCEtwYnHYaOo2k+i28EOuY0df1ZU+tguJ5Ekt52MRFdsf4pkt4PHvljOsgofSS47LocTwzCwLIvi2uC6jlI+vKEINqNxydLr89aQsG7PiNQEB5kJTlbX+klxO+ibnYTHYSfF42RhcV3j7tk0JheJLjtWCJw2g9QEJykeB1XexvqAxh21DaKmid80WVMTxYFFzYJy+lRWEEhJJ2B3QFoKhmVgWFbjPgz+MBYWyW4ndpuNHhkJTTpkxVutL8z/Zq8iM8lFQ52DepsNmwW9q8tZYc9vdolS1LQorw8yd2UV3yyrIBhpnHnqn5PMguI6du2dzsK1dbgcBgfsmMvXy6oIb8EGj8GISSRq4bQ15h82GndKP3JY59mtfFOUWIiIiEhcNVfvsKU2bA1794zGm72GYJii5DTyU93ku+0MPGMPPAt/JbhwKaGFywgvWYkVbLoLthUIEZq/hND8JRjAMUDwySfIBi7IzWFJTj5DBhSSU5TLXnm5PBsOccZOfcjNT8IX+j0pcthtHLZLIXOKamLJBkAgHOWl71exuLQOXyhCKGIyrFc6GAYF6R7u+PsuAFz60g8YlsHqGj8msKKicdO6DZeMHTGskNfnrmFOUTV2A7KS3dQFwjQEGot7s5JcRKImC9bW0DszKdbq1Bc2qfNHWLD29836jt61B3OLqvCu2zU7ajV+Qm4zDHqmJxG1LLbPSabGW00gHMWywB8yY52Lks0wCQ0NVNvsJCalkmJGcSQnYHM7iYajGBjYDIP8VA/lDUEK0jxU+cLNbkwYT+vra3bITabGF8aqqMUWjpAYCGAzo0SNP/bvTXDa8Tjs3DV9CbWBMA4DHA47S8obSHDaWLC2lrL6EA3BKNXeMNFN7C+ysdI6P6bV2JrXZjMIhE3mrarhs1/LOHxYj7a+9DalxEJERES2SRu2hr17xm8M753Orr0zePKrFbE2s2fs04/8vplwwIjY66xIhPDyNYR+WbbuazmhX5YSXlkM0egf3ieprJxhZeWw4Gdq1o2dBATvh1XADjkZlPTMx9EzD0dhDkZOJkeYLsJf+rEV5GDPy6IoCEvLGzDNxnVHkajJwuI6RvTJYNzOhWQluWL7WkRNE4/Tjstu8PSsFQzMTyUt0RlbMrbvjjns0iudf736E75QhII0D/OKanHYbdiMxjaxxXUBan0Riiwf5fVBolGLVV4fTnvjvhfVvmBszwrTalzHb2BgRiI4bQYOh53yhiApHierq3xU+oKxYuVAmMai80gEeyhEyDDIq6/liOULGHXreVzzYy2rqnyNxdyWRaLbQWF6ArmpHlwOg7W1wWY3JoynDetrwlETn9OFzWZnTVoGtnCksaBlI40bAoYJRq3YLuYuuw3TsvCHo/i8jQX29cEIvxTXEf3zyQpMq7E7FECUxkTZtCwsy+Kdn4rZb8fcTvM9+//27j24qvre+/h7rbXvO8kmF5IQSAiWiAJyKQji5YiWSqFKUUtR+9RL6+MZRxx5sHVqTz0Ua0drxxmP1upT+zhiH2kdrPI4nFMOlgG1iBe04BWpyk0k4ZL7TrIva63njyQbAgkm2Ul2Ap/XTIZkrd9a67fW/oZZ3/xunVFiISIiIkNK0nb4z/cOsO7DyqNTwzbHeX9/HdfNGM2K70zocvE7aF0Z3FcxGl/FaFhwSWq7G0+Q2HuAxOf7SHy2j8RnXxD/rPV7+8ChLutjH6rBPlRD7B8fp7YNBw62ff9B4Uj+79QLaBpegsdwCQCuYYJt8Y0DNVxiHqBlf4QqXwh/PE5+ToDqRlKzLh1saF2z49guY5Ggl4IsP9GYRVV9Cy4ujtM6w1T7eh1ej0Fu2MueI02tY1IcyPGbOC7khnxs3V1DSW6QkN+DCak1QAJei5G5QT4+0EBTPElxxIffNLBcm3hTHMswSZpW69SryQRNPj/Z+bDz0v/BdeeN557SOn7z35+wbV8tGAZnFmVzy7+cQUNLkvEjsvnVf+3o8rPJlPbxNY9v+oz6ltbuZAFc4h4fXtvGTcSIe3xH5xEGaqJxRueHicZtDjfG8FqtY0fK8oL882Bjh2EU3UkqPMaJs0S1HzumIExz3B40Xce6MigSi8cee4zf/OY3VFZWMnnyZB599FFmzJjRZfnVq1dzzz33sHv3bioqKvj1r3/N/PnzU/td12X58uU8+eST1NbWcsEFF/D4449TUVExELcjIiIi/ehINM4L/9if+mv94cZEh1Wty/JCXDl1JPnhzmd/6orh8+IbW4ZvbNkJ+5ymFpJfVJLcV0Xii0qS+45+Jb6owq483LpoxXEafH5emDCdJstDKN5C1OsnmIiT2xxleFMDZ7/2XxxqG/8R9/nxXvAt9gaClEcb2JWTS8CxOfLCHwn6DczsEBOzwxwJhzCyglwXN6gdUcyfYmG8DQnOyAnQ4jX4NGoT8luEXJtQrAUcl6AFSQNiCZuWWIK9VeA6DiP8BvG6OGXDAmxttKGlhbAdo6XBy4R4jPI9u9gZHoYZyiVuWXhsmxZ/AMtxCMdjRANBwtkB/uc1F+G6reNlppfn8ci1U/m3F98HF3511TmpJCJpO736bAbC9PI8/vVil3/srcFrefFaAXL27CMWS2CbFntzCzBcF9tjAQY+j0lu2IdBnCrHbbt/l8aY3a1EAiDHb5Eb9lJVH8dxHQy783Hdnx5sZEJJzqDpOtaVjCcWzz33HMuWLeOJJ55g5syZPPzww8ydO5dPPvmEwsLCE8q//vrrXHvttdx///1cfvnlrFq1ioULF/Luu+8yceJEAB588EEeeeQRVq5cyZgxY7jnnnuYO3cuH330EYHA4MmORUREpGfauz99dKAeyyC1QvSxffbTGbPRFTMUwHdmOb4zyzvd78YTJPcfJFl1BLvqSNu/h6k+2EjUKGRkYwNZ9dXsysmj2etjWG0zi99/6+igciA7HuOqD7fywoTp7B2WT3Uwi7zmRh4vGsdVH25l4sGPO1xzWNvXEp+f2kCIYS1NNPr8/Mf5c2n2ePE4SXYWjMDxePE1RClrrONgOIdmrw//nl2UGgaVn8GoaANV4WzKXAglYrR4fWTFWvjWzvdYd+YkWuI2Y5ur+Gd+ES4wpuYQoewQR7KzSIZC/HLhRL5xdsfnnR/2cfXXR/HKzkMdZvvqj8+mLzW0JHFcqG6KYwAHhg3HF4tTUnuodeE/w8Qfj2OYBmEHzq2O8nxzENO28ZhQ6NhUN7alBscmmu1TRLX/S+sy5SXJFiZh83cDom1DMFKjf1z3aHnbwe0kcR1sDDfDtZw5cybnnnsuv/3tbwFwHIfS0lJuv/12fvrTn55QfvHixUSjUdauXZvadt555zFlyhSeeOIJXNelpKSEO++8kx//+McA1NXVUVRUxNNPP80111xzwjljsRix2NFf7Pr6ekpLS6mrqyMnJ6evb1lERER6oa4pwd0vvseRxhiV9THCPovqaBzHha+X5XLzRWMG1boIcGKd84Ieqqqj3H5WDleUBKGuAae6Dru6DrumDqe6nt01LdwXKMW1LPLraqgNhIhEG/lfm9d1SES68kHhSJ6cdjGfFI7AxsByXSzXJifWQn60gaxEnDte/2+OhLJ5YcJ0GvwBsmMtXPXhVkbXHk4lKbXBMI/M+ia5zU0Q8OOOKGCHFWLi14Zzz1VTuX/dDi4dV8jCqSNTK5ofK2k7bPrkELPbpgge7No/q92Ho3x+KEpL2wh1E8gxXYK1NTR7fCRNi0AywdXvv8WOopEcCYYB2DssHxto8fpwMHBNs0PXqXamY2O05QxltYcpaGrkSCjMvkgBhuuQNC1co7W7nNdO4LNtxh/cj+f8r3Pf4q9zxvCsgXsotL4XRyKRbr0XZ7TFIh6P884773D33XentpmmyZw5c9iyZUunx2zZsoVly5Z12DZ37lzWrFkDwK5du6isrGTOnDmp/ZFIhJkzZ7Jly5ZOE4v777+fFStW9MEdiYiISH85fmXssYVZHKhtIeT3pKZlHWyOXxtjeFGQyyaOYNFFZ3T5sn34yzqqnt7K9NHD2FHZyISSbA43xvnw1iu4elweZlMzTkO07auJZH0jn+yppiLXh9scJ/JlHQFrOFbSIMtOEDdNkpaXRtNkjNdl9t6djJk9lbHAmW49W2trOHNkhPemnMNZX8sjjsWYSeU0FxQQ+aiRfxxuIez3UJwTwKpv4bKpoxme7eeqqaNOmjQM9taJ4x07M1R1NE5VQwyrbUpfK+gj5i/k25WfUfzRJ0zd+ylJy8PbZV8jv6mBT4aXYLguJgY+xyFuWjiOg2u1Dfp2XSzHxrYsHMPEcm38yQR7cws4lJXD6JrDeJ0kvmQCj+sSM02afAFM18VvJ2nwBykPeNQV6mQOHz6MbdsUFXUMuqKiInbs2NHpMZWVlZ2Wr6ysTO1v39ZVmePdfffdHZKV9hYLERERGTyOXxm7vftT2O856eJ6mdbV6uJdKcoJtE4R2xBL3WeW38sr+xqYM200RSXDTzhm5jHflx5qxPrLe4QONtKU8LWu6m2A32Pxi5svZX9NC0VtCUGB7bDptc95am8t276o453SYdx80Rgi5Xn8c3c1TZ98QjQeJRq3GREJcN3MslQLxVBKGrrj2PhqXz+itcHBaO25ZJqULPomb3w+jRu/PZamPV9S8Mo+9jfGqW0xiBut5XxOEp8JSdsl4TqYbvu5WpMUBwPXaE0cDFwMn5e9eQWYpkksECS3pZEWfxDTBdvjpd60IBDgmjF5g3rgNrTe52nP7/eTk5PT4UtEREQGl/a//ueG/LQkWlelvumCcuZNLD7p4nqDQXdWF2+Xn+Xn7nlnkRduvU/HbV0VevsXtSz/fx+ydXf1SY8vCPvJz/ZTHAlgYJCwHYI+DxNGRhhTkMWc8UWpVoZozOb9/XXUtq0qXtMU46nNu9h3pImnNu8CXIZn+Qn5WhfTu27G6CHRrak3jo0vx3UJ+iz8HrN1ylfgzKIsrplRxg3nlxMszKXovHO4ZfF5mIX5tFgeHNPCsSxavH7ipoeE14tltW5zPBYJy4NhWWCaOJaFa5o4pkXU8lLvDxH1+rH9PqpyC5hYUYQV9BMI+kh4vCSyQqz7rKZ1pfRBLKORUVBQgGVZVFVVddheVVVFcXFxp8cUFxeftHz7vz05p4iIiAwN08vzWPGdCUwfncuK70xg5hn5HV6UB6vurC5+rPb7nDwqQpbPQ01TAr/HSr34n+wFs/0FuSwvTNhvkRf2sWLBeH5w3ugTrn9s9zKPaVKUE6C+OclnhxtT231ek4rCbFoSrdOdnsqOxlceU0uHMaV0GIYBk0ZGuPOycW2LHh6NtzEFYWKJE9c+aV8Kz2OaWMbRcdhej0m2v2Osts8g5QLFkSCO63J1W6uQ1zIxAI9hsPNgI7uPRPvt3vtCRn8LfT4f06ZNY8OGDaltjuOwYcMGZs2a1ekxs2bN6lAe4OWXX06VHzNmDMXFxR3K1NfX8+abb3Z5ThERERk6evLX/8GivetQTxKgSNCL1zJpiCXwWAamQerF/6te8NtfkGeMyeMnl43jm+OLO71+Z93LcoIevlaQldpuOy6G4RIJeQd9H/++kB/28Y2zCskOeLnpgtH4PSZL54ztdGKAzw41UtVw4mfR3pXK7zWxTINsv8XEkhxCXovmROcrcLtAXdtsVC0JB3/bZ9U+/tton01qEMt4er9s2TKefPJJVq5cyccff8ytt95KNBrlpptuAuD666/vMLj7jjvuYN26dTz00EPs2LGDX/ziF2zdupUlS5YArf3Xli5dyn333cdLL73E+++/z/XXX09JSQkLFy7MxC2KiIhIH+rpX/+HKo9pMLYwzL7qZg43xjhY38KnB6PkBLs3iDcS9BIJ+rh8ckmXCU1n3ct+eMEYSvNDnW4f7H38+8K2fbX87eODbPm8mrtf+ICE7fLYxs9P6IK2dXc1v/7rDuqbk52exzBhVG6QUFuXqvwsH3bbehddqW1O0pJ0+M8PKimK+DvMUDu2KIvy/IGdEaqnMr6OxeLFizl06BD//u//TmVlJVOmTGHdunWpwdd79+7FNI/+Mpx//vmsWrWKn//85/zsZz+joqKCNWvWpNawALjrrruIRqPccsst1NbWcuGFF7Ju3TqtYSEiInIKOBUHDncmGrP558FG8rN81LckSTgO1dEYd80dd9IX/PZpXi8cm9+tBKyrweU9HXR+KqhrSvDU5l0camimJWnTnHCxjNZ1LZ7avIuKwmwiIS91TQn+96ufsetIFMuE5HGNEEbb177qJkzTIJpw2Lqnhua4jWUZ2En36JIWxzENiMZtsgNeJozw8faeGiaXRlhyScWgT+wynlgALFmyJNXicLxNmzadsG3RokUsWrSoy/MZhsG9997Lvffe21dVFBERERlQx05/Go3ZxG2HUcOClOWHTnrckWicF/+xn3NGRbqdgOWHfZ2uiN3V9lNV+zOPBH24bV3AMAyGhbypLmiRkJfD0RhHGuOtM255TJy4w7G5RXsDUTzpMDI3RGV9S2rBPMswMNtSChcI+yziSZuE05qM+DwWJZEAjTGbWy8+gz0vfMAvF0ykND88oM+iNzLeFUpERERETnT89KdJ202tLt6VrburW2eO2lPTrRmk2nU1BqQ3Y0OGsvZnvr+2mbjt0JJwidsO+2uaO3RBKwj7yc/y4bgutnM0kWjn81j4LQsHqG+OE0865AR9WKZJlt+DaUJu2MtVU0uYUJKD0TaQwjBaE42apjg5QQ/lBWHGFITIHSKJ3ekRJSIiIiJDzLHjH2JJm1F5QW66oLzL7jDt3XhqmmIdpo4d7FOUDiaRkJfvTS+lrjmBYbS+6JuGQV1zgu9NK009+0jIy7/+y9eoKMwGWnvLhH0WWT4Tv8fAaxkkbBuPadAUT5J0XGqbE3gsKI4EKMjyc8c3Knjwu5N59LqvM3FkhKDHxHWhrjkJGPzwgjEU5QS4flY5Aa+VwafSfYOiK5SIiIiInKgn4xyOX5m8KCdAdTSR6r4j3VOaF6I0L4RpGJiGge26nXZBm16exyPXTuXfXnyfaEuShNM6bmLX4Wjrmno+D6ZB2yxQLgnbIeC1KI4EKMoJ8r1zy/BYJh7ToDGWxG7rKuW6DknboaIwe8iNJ1KLhYiIiMgg1t1xDl1NHXs6TBHblwrCfgqy/GQFPJimQXbAQ0F2513QIkEv+Vl+rp42iuHZfkwTAj4Lx3UxDIgl3dRUwWOHZxH2Wyz75plcc25palD9vpomjjTG8XlMLBNM02DXkSZ2H2kc6FtPmxILERERkUGsu+Mcupo6Vq0VPRMJefnRhWM4oyCLWNLhjIIsfnRh58/RYxp88+wiFk4dyY8ubH32CdulojCb0XlhbMcly+8h4LUozw/huq3zRR37eRquAQZt61YYqUXxYOhNp6yuUCIiIiKniNNxitj+0N3neGxXpeOPqW9O8IP/8xbFOX4cp4XDjXFG5QYpzO7Y8lFeEObMwix2VDbguC5ey+TMoizKh8AsUMdTi4WIiIjIKWQorkw+GPXmOR57TGleiIkjIwzP8WOaBvlZfu6edxb5WR0Ti0jIy52XjWPKqGF4LZMpo4Zx52UnX6tksFJiISIiInIKOV1WJu9vvXmOxx7jMQ2uObeUFVdMYProXFZ8ZwLTy/M6PW56eR6/unIi54yM8KsrJ3ZZbrBTVygRERGRU8hQm0losOrNczz+mDnji2hJ2N1q+cjL8lNRlE1e1tAdbK8WCxERERGRftLdlo9ToaVJLRYiIiIiIv2kuy0fp0JLk1osREREREQkbUosREREREQkbUosREREREQkbUosREREREQkbUosREREREQkbUosREREREQkbUosREREREQkbUosREREREQkbUosREREREQkbUosREREREQkbUosREREREQkbUosREREREQkbUosREREREQkbUosREREREQkbUosREREREQkbUosREREREQkbZ5MV2Awcl0XgPr6+gzXREREREQkc9rfh9vfj09GiUUnGhoaACgtLc1wTUREREREMq+hoYFIJHLSMobbnfTjNOM4Dl9++SXZ2dkYhgHAueeey9tvv/2Vx/ZFufr6ekpLS9m3bx85OTk9q/wQ0d3nNFTr0FfnTuc8PT22J+W7U/aryijOh/71Mx3nvTlOcd63Mh3j/V2HTMd4b47t6xj/qnKneoyD4tx1XRoaGigpKcE0Tz6KQi0WnTBNk1GjRnXYZllWt35h+rJcTk7OKftL2t3nNFTr0FfnTuc8PT22J+W7U7a751OcD93rZzrOe3Oc4rxvZTrG+7sOmY7x3hzb1zHe3XKnaoyD4hz4ypaKdhq83U233XZbRsqdqgbD/fdnHfrq3Omcp6fH9qR8d8oOhs840zL9DPr7+pmO894cpzjvW4Ph/vV/ee/L652lewbD/Q+FOAd1hRqU6uvriUQi1NXVZTxDFukvinM5HSjO5VSnGJdjqcViEPL7/Sxfvhy/35/pqoj0G8W5nA4U53KqU4zLsdRiISIiIiIiaVOLhYiIiIiIpE2JhYiIiIiIpE2JhYiIiIiIpE2JhYiIiIiIpE2JhYiIiIiIpE2JxRC0du1axo0bR0VFBX/4wx8yXR2RPnfllVeSm5vLd7/73UxXRaRf7Nu3j9mzZzN+/HgmTZrE6tWrM10lkT5XW1vL9OnTmTJlChMnTuTJJ5/MdJWkn2m62SEmmUwyfvx4Nm7cSCQSYdq0abz++uvk5+dnumoifWbTpk00NDSwcuVKnn/++UxXR6TPHThwgKqqKqZMmUJlZSXTpk1j586dhMPhTFdNpM/Ytk0sFiMUChGNRpk4cSJbt27VO8spTC0WQ8xbb73FhAkTGDlyJFlZWcybN4/169dnuloifWr27NlkZ2dnuhoi/WbEiBFMmTIFgOLiYgoKCqiurs5spUT6mGVZhEIhAGKxGK7ror9nn9qUWAywV199lSuuuIKSkhIMw2DNmjUnlHnssccoLy8nEAgwc+ZM3nrrrdS+L7/8kpEjR6Z+HjlyJPv37x+Iqot0S7oxLjIU9GWcv/POO9i2TWlpaT/XWqRn+iLOa2trmTx5MqNGjeInP/kJBQUFA1R7yQQlFgMsGo0yefJkHnvssU73P/fccyxbtozly5fz7rvvMnnyZObOncvBgwcHuKYivaMYl9NBX8V5dXU1119/Pb///e8HotoiPdIXcT5s2DC2b9/Orl27WLVqFVVVVQNVfckEVzIGcF988cUO22bMmOHedtttqZ9t23ZLSkrc+++/33Vd1928ebO7cOHC1P477rjDffbZZwekviI91ZsYb7dx40b36quvHohqiqSlt3He0tLiXnTRRe4zzzwzUFUV6bV0/j9vd+utt7qrV6/uz2pKhqnFYhCJx+O88847zJkzJ7XNNE3mzJnDli1bAJgxYwYffPAB+/fvp7Gxkb/+9a/MnTs3U1UW6ZHuxLjIUNedOHddlxtvvJFLL72UH/zgB5mqqkivdSfOq6qqaGhoAKCuro5XX32VcePGZaS+MjA8ma6AHHX48GFs26aoqKjD9qKiInbs2AGAx+PhoYce4pJLLsFxHO666y7NriBDRndiHGDOnDls376daDTKqFGjWL16NbNmzRro6or0SnfifPPmzTz33HNMmjQp1W/9j3/8I+ecc85AV1ekV7oT53v27OGWW25JDdq+/fbbFeOnOCUWQ9CCBQtYsGBBpqsh0m/+9re/ZboKIv3qwgsvxHGcTFdDpF/NmDGDbdu2ZboaMoDUFWoQKSgowLKsEwY2VVVVUVxcnKFaifQdxbicDhTncjpQnEtnlFgMIj6fj2nTprFhw4bUNsdx2LBhg7qByClBMS6nA8W5nA4U59IZdYUaYI2NjXz66aepn3ft2sW2bdvIy8ujrKyMZcuWccMNNzB9+nRmzJjBww8/TDQa5aabbspgrUW6TzEupwPFuZwOFOfSYxmeleq0s3HjRhc44euGG25IlXn00UfdsrIy1+fzuTNmzHDfeOONzFVYpIcU43I6UJzL6UBxLj1luK7WVhcRERERkfRojIWIiIiIiKRNiYWIiIiIiKRNiYWIiIiIiKRNiYWIiIiIiKRNiYWIiIiIiKRNiYWIiIiIiKRNiYWIiIiIiKRNiYWIiIiIiKRNiYWIiIiIiKRNiYWIiAyYG2+8EcMwMAyDNWvWALB7924Mw2Dbtm39dt2nn346dd2lS5f223VERE5nSixERGRAfetb3+LAgQPMmzdvwK65ePFiDhw4wKxZswbsmiIipxtPpisgIiKnnng8js/n63Sf3++nuLh4QOsTDAYJBoNd1klERNKnFgsREUnb7NmzWbJkCUuXLqWgoIC5c+f2+ly2bfPDH/6Qs846i7179wJgGAaPP/448+bNIxgMcsYZZ/D88893OO6LL77g2muvJS8vj3A4zPTp03nzzTfTui8REek+JRYiItInVq5cic/nY/PmzTzxxBO9OkcsFmPRokVs27aN1157jbKystS+e+65h6uvvprt27fz/e9/n2uuuYaPP/4YgMbGRi6++GL279/PSy+9xPbt27nrrrtwHKdP7k1ERL6aukKJiEifqKio4MEHH+z18Y2NjXz7298mFouxceNGIpFIh/2LFi3i5ptvBuCXv/wlL7/8Mo8++ii/+93vWLVqFYcOHeLtt98mLy8PgLFjx/b+ZkREpMfUYiEiIn1i2rRpaR1/7bXXEo1GWb9+/QlJBXDCwOtZs2alWiy2bdvG1KlTU0mFiIgMPCUWIiLSJ8LhcFrHz58/n/fee48tW7b0+NhgMJjWtUVEJH1KLEREZFC49dZbeeCBB1iwYAGvvPLKCfvfeOONE34+++yzAZg0aRLbtm2jurp6QOoqIiInUmIhIiKDxu233859993H5Zdfzt///vcO+1avXs1TTz3Fzp07Wb58OW+99RZLliwBWrtRFRcXs3DhQjZv3sznn3/OX/7yl161foiISO8osRARkUFl6dKlrFixgvnz5/P666+ntq9YsYI///nPTJo0iWeeeYY//elPjB8/HgCfz8f69espLCxk/vz5nHPOOTzwwANYlpWp2xAROe1oVigREUnbpk2ben1seXk5rut22LZs2TKWLVvWYVtJSQnr16/v8jyjR48+YW0LEREZOGqxEBGRAbV27VqysrJYu3btgF3z2WefJSsri9dee23Arikicrox3OP/TCQiItJPDh48SH19PQAjRozo9kxShmHw4osvsnDhwl5dt6GhgaqqKgCGDRtGQUFBr84jIiJdU2IhIiIiIiJpU1coERERERFJmxILERERERFJmxILERERERFJmxILERERERFJmxILERERERFJmxILERERERFJmxILERERERFJmxILERERERFJ2/8HvjyL8wMhcaMAAAAASUVORK5CYII=\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "theta_guess = np.array([0.01, 600.0, 0.02, 1500.0, 200.0])\n",
        "                      # rho0,  rp,    A,    mu,    sigma_g\n",
        "\n",
        "r_smooth = np.logspace(np.log10(r_data.min()), np.log10(r_data.max()), 500)\n",
        "\n",
        "fig, ax = plt.subplots(figsize=(8, 5))\n",
        "ax.errorbar(r_data, y_data, yerr=sigma_n, fmt='o', ms=3, lw=0.8,\n",
        "            color='tab:blue', alpha=0.6, label='data')\n",
        "ax.plot(r_smooth, model(r_smooth, *theta_guess), '-',\n",
        "        color='crimson', lw=2, label='guess model')\n",
        "ax.set_xscale('log')\n",
        "ax.set_xlabel('r [kpc]'); ax.set_ylabel('Amplitude')\n",
        "ax.legend(); plt.tight_layout(); plt.show()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "7Cnem6E7P-1t",
      "metadata": {
        "id": "7Cnem6E7P-1t"
      },
      "source": [
        "---\n",
        "\n",
        "## Block 2 - Implement Metropolis-Hastings\n",
        "\n",
        "Using **only** the helper functions already provided (`proposal`, `log_probability`), write a function that runs Metropolis-Hastings for `n_steps` iterations starting from `theta0`.\n",
        "\n",
        "Recall the algorithm:\n",
        "\n",
        "1. Propose $\\vec{\\theta}\\, \\sim g(\\vec{\\theta}\\,|\\vec{\\theta}_i)$.\n",
        "2. Compute the log acceptance ratio  \n",
        "$\\quad \\log\\alpha = \\log p(\\vec{\\theta}\\,\\,|\\,D) - \\log p(\\vec{\\theta}_i\\,|\\,D)$  \n",
        "(symmetric proposal: the proposal terms cancel).\n",
        "3. Draw $u \\sim \\mathcal{U}(0,1)$. If $\\log u < \\log\\alpha$ --> accept, else stay at $\\vec{\\theta}_i$.\n",
        "4. Store the current state in the chain; iterate.\n",
        "\n",
        "> Trick: Compare $\\log u$ to $\\log\\alpha$ (not $u$ to $\\alpha$) - this avoids overflow when $\\log\\alpha$ is very negative."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 12,
      "metadata": {
        "id": "l5UBIuETTj5c"
      },
      "outputs": [],
      "source": [
        "def metropolis_hastings(theta0, step, n_steps, model_func, r, y, Cinv, rng):\n",
        "    \"\"\"Run Metropolis-Hastings for n_steps iterations.\n",
        "\n",
        "    Parameters\n",
        "    ----------\n",
        "    theta0 : ndarray, shape (n_params,)\n",
        "        Starting point of the chain.\n",
        "    step : ndarray, shape (n_params,)\n",
        "        Proposal standard deviations (one per parameter).\n",
        "    n_steps : int\n",
        "    model_func : callable\n",
        "        Model function with signature ``model_func(r, *theta)``.\n",
        "    r, y : ndarray\n",
        "        Data arrays.\n",
        "    Cinv : ndarray\n",
        "        Inverse noise covariance matrix.\n",
        "    rng : numpy.random.Generator\n",
        "\n",
        "    Returns\n",
        "    -------\n",
        "    chain : ndarray, shape (n_steps, n_params)\n",
        "    acceptance_rate : float\n",
        "    \"\"\"\n",
        "    n_params = len(theta0)\n",
        "    chain    = np.zeros((n_steps, n_params))\n",
        "\n",
        "    # Initial state and its log-posterior\n",
        "    theta = np.array(theta0, dtype=float)\n",
        "    lp    = log_probability(theta, model_func, r, y, Cinv)\n",
        "\n",
        "    n_accept = 0\n",
        "    for i in range(n_steps):\n",
        "        # 1) Propose a new point from the (symmetric) proposal\n",
        "        theta_prop = proposal(theta, step, rng)\n",
        "\n",
        "        # 2) Evaluate its log-posterior\n",
        "        lp_prop = log_probability(theta_prop, model_func, r, y, Cinv)\n",
        "\n",
        "        # 3) Log acceptance ratio (proposal terms cancel because g is symmetric)\n",
        "        log_alpha = lp_prop - lp\n",
        "\n",
        "        # 4) Accept with probability min(1, exp(log_alpha)).\n",
        "        #    Comparing log(u) to log_alpha avoids overflow when log_alpha << 0.\n",
        "        if np.log(rng.random()) < log_alpha:\n",
        "            theta     = theta_prop\n",
        "            lp        = lp_prop\n",
        "            n_accept += 1\n",
        "\n",
        "        # 5) Store the current state (whether the proposal was accepted or not)\n",
        "        chain[i] = theta\n",
        "\n",
        "    return chain, n_accept / n_steps"
      ],
      "id": "l5UBIuETTj5c"
    },
    {
      "cell_type": "markdown",
      "id": "CfQTV2Q3P-1u",
      "metadata": {
        "id": "CfQTV2Q3P-1u"
      },
      "source": [
        "**Run several chains** with random starting points drawn near the guess.\n",
        "\n",
        "We use `step = 1 % × init`, as suggested in the original TP. Aim for an acceptance rate between roughly **20 % and 50 %** - if it is much lower, your `theta_guess` is probably far from the true mode."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "id": "X0HE7ymqP-1u",
      "metadata": {
        "id": "X0HE7ymqP-1u",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "36f75094-7152-4962-d0a9-79fb3fc64ea6"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Chain 1: acceptance = 32.83%\n",
            "Chain 2: acceptance = 33.77%\n",
            "Chain 3: acceptance = 36.03%\n",
            "Chain 4: acceptance = 34.06%\n"
          ]
        }
      ],
      "source": [
        "n_chains   = 4\n",
        "n_steps    = 30000      # ~ 6 s on Colab for the four chains\n",
        "n_params   = 5\n",
        "\n",
        "chains_raw   = np.zeros((n_chains, n_steps, n_params))\n",
        "acceptances  = np.zeros(n_chains)\n",
        "\n",
        "for c in range(n_chains):\n",
        "    # Each chain starts by jittering `theta_guess` by ±15 %\n",
        "    init = theta_guess * rng.uniform(0.85, 1.15, size=n_params)\n",
        "    step = init * 0.01                                # 1 % of starting values\n",
        "    chain, acc = metropolis_hastings(\n",
        "        init, step, n_steps, model, r_data, y_data, Cinv, rng\n",
        "    )\n",
        "    chains_raw[c]  = chain\n",
        "    acceptances[c] = acc\n",
        "    print(f'Chain {c+1}: acceptance = {acc:.2%}')"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "A2qPWkmJP-1u",
      "metadata": {
        "id": "A2qPWkmJP-1u"
      },
      "source": [
        "**Trace plot** (provided). Inspect how each chain wanders in parameter space - you should see an initial transient (the *burn-in*) followed by stationary fluctuations around the mode."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 14,
      "id": "XeAIVTvvP-1u",
      "metadata": {
        "id": "XeAIVTvvP-1u",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "4ea0164e-e20d-46fb-d3e4-c006fdbe5794"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 900x850 with 5 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 650x500 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "param_labels = [r'$\\rho_0$', r'$r_p$', r'$A$', r'$\\mu$', r'$\\sigma_g$']\n",
        "\n",
        "fig, axes = plt.subplots(n_params, 1, figsize=(9, 1.7 * n_params), sharex=True)\n",
        "for j, ax in enumerate(axes):\n",
        "    for c in range(n_chains):\n",
        "        ax.plot(chains_raw[c, :, j], lw=0.5, alpha=0.8)\n",
        "    ax.set_ylabel(param_labels[j])\n",
        "axes[-1].set_xlabel('MCMC step')\n",
        "fig.suptitle('Trace plots of the Markov chains', y=1.0)\n",
        "plt.tight_layout(); plt.show()\n",
        "\n",
        "# 2D walk in (rho0, rp) space\n",
        "fig, ax = plt.subplots(figsize=(6.5, 5))\n",
        "for c in range(n_chains):\n",
        "    ax.plot(chains_raw[c, :, 0], chains_raw[c, :, 1],\n",
        "            lw=0.4, alpha=0.7, label=f'chain {c+1}')\n",
        "ax.set_xlabel(r'$\\rho_0$'); ax.set_ylabel(r'$r_p$  [kpc]')\n",
        "ax.set_title(r'Markov chains in the $(\\rho_0, r_p)$ plane')\n",
        "ax.legend(fontsize=8); plt.tight_layout(); plt.show()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "XucleS4yP-1u",
      "metadata": {
        "id": "XucleS4yP-1u"
      },
      "source": [
        "---\n",
        "\n",
        "## Block 3 - Burn-in, convergence, and thinning\n",
        "\n",
        "Now use the **Gelman-Rubin** test and the **autocorrelation time** (both provided in Section 1) to turn the raw chains into a set of approximately independent samples.\n",
        "\n",
        "Your function should:\n",
        "\n",
        "1. Drop the first $\\lfloor \\text{burnin}_\\text{frac} \\times n_\\text{steps} \\rfloor$ samples of each chain.\n",
        "2. Compute $\\hat R$ on the remaining chains; record whether $\\hat R < \\text{R}_\\text{threshold}$ for **every** parameter.\n",
        "3. Compute the per-parameter integrated autocorrelation time $\\tau_j$ on the first chain, and define $\\tau_{\\max} = \\max_j \\tau_j$.\n",
        "4. **Thin** each chain by keeping one sample every $\\lceil \\tau_{\\max} \\rceil$ steps.\n",
        "5. Stack the thinned chains into a single flat array of final samples."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 15,
      "metadata": {
        "id": "BRx4sjfDTj5d"
      },
      "outputs": [],
      "source": [
        "def postprocess(chains_raw, burnin_frac=0.2, R_threshold=1.03, verbose=True):\n",
        "    \"\"\"Return final independent samples + diagnostics.\n",
        "\n",
        "    Parameters\n",
        "    ----------\n",
        "    chains_raw : ndarray, shape (n_chains, n_steps, n_params)\n",
        "    burnin_frac : float\n",
        "        Fraction of each chain to discard as burn-in.\n",
        "    R_threshold : float\n",
        "        Gelman-Rubin convergence criterion.\n",
        "    verbose : bool\n",
        "        Print diagnostics if True.\n",
        "\n",
        "    Returns\n",
        "    -------\n",
        "    samples_flat : ndarray, shape (n_samples, n_params)\n",
        "        Concatenated, burn-in-removed, thinned samples from all chains.\n",
        "    info : dict\n",
        "        Contains 'R' (per parameter), 'tau' (per parameter),\n",
        "        'converged' (bool), 'tau_max' (int).\n",
        "    \"\"\"\n",
        "    n_chains, n_steps, n_params = chains_raw.shape\n",
        "\n",
        "    # 1) Burn-in removal\n",
        "    n_burn       = int(burnin_frac * n_steps)\n",
        "    chains_clean = chains_raw[:, n_burn:, :]\n",
        "\n",
        "    # 2) Gelman-Rubin convergence test\n",
        "    R         = gelman_rubin(chains_clean)\n",
        "    converged = bool(np.all(R < R_threshold))\n",
        "\n",
        "    # 3) Autocorrelation time per parameter (computed on the first chain)\n",
        "    tau     = np.array([autocorr_time(chains_clean[0, :, j])\n",
        "                        for j in range(n_params)])\n",
        "    tau_max = max(int(np.ceil(np.nanmax(tau))), 1)\n",
        "\n",
        "    # 4) Thinning: keep one sample every tau_max steps\n",
        "    thinned      = chains_clean[:, ::tau_max, :]\n",
        "\n",
        "    # 5) Stack the thinned chains into a single flat array of samples\n",
        "    samples_flat = thinned.reshape(-1, n_params)\n",
        "\n",
        "    if verbose:\n",
        "        print(f'After burn-in: each chain has {chains_clean.shape[1]} samples')\n",
        "        print(f'Gelman-Rubin R per parameter : {np.round(R, 4)}')\n",
        "        print(f'  -> converged (R < {R_threshold}): {converged}')\n",
        "        print(f'Autocorrelation time tau     : {np.round(tau, 1)}')\n",
        "        print(f'  -> thinning by tau_max = {tau_max}')\n",
        "        print(f'Final number of (approx. independent) samples: {len(samples_flat)}')\n",
        "\n",
        "    info = {'R': R, 'tau': tau, 'converged': converged, 'tau_max': tau_max}\n",
        "    return samples_flat, info"
      ],
      "id": "BRx4sjfDTj5d"
    },
    {
      "cell_type": "code",
      "execution_count": 16,
      "id": "Ay74EI6FP-1v",
      "metadata": {
        "id": "Ay74EI6FP-1v",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "74fd30ba-cec9-4e18-9f0c-f59bddfc1e5b"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "After burn-in: each chain has 24000 samples\n",
            "Gelman-Rubin R per parameter : [1.0099 1.0124 1.0053 1.     1.0045]\n",
            "  -> converged (R < 1.03): True\n",
            "Autocorrelation time tau     : [1320.3 1412.2  110.2    5.4  150.6]\n",
            "  -> thinning by tau_max = 1413\n",
            "Final number of (approx. independent) samples: 68\n"
          ]
        }
      ],
      "source": [
        "samples_flat, info = postprocess(chains_raw, burnin_frac=0.2,\n",
        "                                  R_threshold=1.03, verbose=True)"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "fCLl6YEOP-1v",
      "metadata": {
        "id": "fCLl6YEOP-1v"
      },
      "source": [
        "> **If the chains have not converged** ($\\hat R > 1.03$ for some parameter, typically $\\rho_0$ and $r_p$), it is because these two parameters are **strongly anti-correlated** - look at the 2-D trace in the $(\\rho_0, r_p)$ plane just above! A diagonal Gaussian proposal explores correlated directions slowly.\n",
        ">\n",
        "> Two ways forward:\n",
        ">\n",
        "> - re-run the previous cell with `n_steps = 60000` - usually enough to get $\\hat R < 1.03$;\n",
        "> - or accept the partial convergence and proceed, keeping in mind the limitation. This is exactly the kind of failure mode that motivates the more elaborate algorithms in `emcee` (covered later in the course)."
      ]
    },
    {
      "cell_type": "markdown",
      "id": "hv3GPYK-P-1v",
      "metadata": {
        "id": "hv3GPYK-P-1v"
      },
      "source": [
        "---\n",
        "\n",
        "## Block 4 - Corner plot and credible intervals\n",
        "\n",
        "Write a function that, given the flat samples, produces:\n",
        "\n",
        "1. A **corner plot** with `getdist.MCSamples` and `getdist.plots`.\n",
        "2. The **68 % credible intervals** (16th, 50th, 84th percentiles) for each parameter, printed in a readable form (`median + (upper-median) / - (median-lower)`).\n",
        "\n",
        "Then call it on `samples_flat`."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 17,
      "metadata": {
        "id": "mrLuIiMUTj5e"
      },
      "outputs": [],
      "source": [
        "PARAM_NAMES = ['rho0', 'rp', 'A', 'mu', 'sigma_g']\n",
        "PARAM_LATEX = [r'\\rho_0', r'r_p', r'A', r'\\mu', r'\\sigma_g']\n",
        "\n",
        "def report_results(samples_flat,\n",
        "                   param_names=PARAM_NAMES,\n",
        "                   param_latex=PARAM_LATEX):\n",
        "    \"\"\"Corner plot + 68 % credible intervals.\n",
        "\n",
        "    Parameters\n",
        "    ----------\n",
        "    samples_flat : ndarray, shape (n_samples, n_params)\n",
        "    param_names, param_latex : lists of str\n",
        "\n",
        "    Returns\n",
        "    -------\n",
        "    intervals : dict\n",
        "        Maps each parameter name to a tuple (median, lower16, upper84).\n",
        "    \"\"\"\n",
        "    # 1) Build the getdist MCSamples object\n",
        "    mc = MCSamples(samples=samples_flat,\n",
        "                   names=param_names,\n",
        "                   labels=param_latex)\n",
        "\n",
        "    # 2) Triangle / corner plot\n",
        "    g = plots.get_subplot_plotter()\n",
        "    g.triangle_plot([mc], filled=True)\n",
        "\n",
        "    # 3) Per-parameter 16/50/84 percentiles -> 68 % credible interval\n",
        "    intervals = {}\n",
        "    print('\\n68 % credible intervals:')\n",
        "    for j, name in enumerate(param_names):\n",
        "        lo, med, hi = np.percentile(samples_flat[:, j], [16, 50, 84])\n",
        "        intervals[name] = (med, lo, hi)\n",
        "        print(f'  {name:8s} = {med:.4g}  '\n",
        "              f'(+{hi - med:.3g} / -{med - lo:.3g})')\n",
        "\n",
        "    return intervals"
      ],
      "id": "mrLuIiMUTj5e"
    },
    {
      "cell_type": "code",
      "execution_count": 18,
      "id": "hE2WWGX5P-1v",
      "metadata": {
        "id": "hE2WWGX5P-1v",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "f935dd15-1cec-4245-c47b-dd998fa7e5e6"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "WARNING:root:2D kernel density bandwidth optimizer failed for rho0, rp. Using fallback width: f(a) and f(b) must have different signs\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Removed no burn in\n",
            "\n",
            "68 % credible intervals:\n",
            "  rho0     = 0.009986  (+0.00031 / -0.000354)\n",
            "  rp       = 729.4  (+102 / -75)\n",
            "  A        = 0.02123  (+0.000634 / -0.000588)\n",
            "  mu       = 1519  (+8.24 / -5.75)\n",
            "  sigma_g  = 197.5  (+4.87 / -4.51)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1000x1000 with 15 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "intervals = report_results(samples_flat)"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "CG9tiFqnP-1v",
      "metadata": {
        "id": "CG9tiFqnP-1v"
      },
      "source": [
        "---\n",
        "\n",
        "## Going further (if time allows)\n",
        "\n",
        "- Re-run the MCMC with a **larger step** (e.g. `5 % × init`) and a **smaller step** (e.g. `0.1 % × init`). Look at the trace plots and the acceptance rate. Which step gives the best mixing?\n",
        "- Trade off **number of chains** vs **number of steps**, keeping `n_chains × n_steps` constant. Does the Gelman-Rubin diagnostic verdict change?\n",
        "- Plot the **best-fit model** (using the medians of the marginals) on top of the data. Are the residuals consistent with the assumed noise level?\n",
        "- Look at the 2-D marginal in the $(\\rho_0, r_p)$ plane in your corner plot. The strong correlation you see there is what made the Gelman-Rubin test slow to pass. Algorithms like the *affine-invariant ensemble sampler* implemented in `emcee` are explicitly designed to handle this kind of degeneracy efficiently."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 18,
      "id": "z4Voj7YeTca0",
      "metadata": {
        "id": "z4Voj7YeTca0"
      },
      "outputs": [],
      "source": []
    }
  ],
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    },
    "language_info": {
      "name": "python",
      "version": "3.11"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 5
}