{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "79de96d3",
   "metadata": {
    "id": "bcc92203"
   },
   "source": [
    "# B3 section: AlphaFold Decoded with OpenFold Weights\n",
    "\n",
    "Learning goals:\n",
    "- Learn what an MSA looks like and how much information it contains.\n",
    "- Load real OpenFold weights into a model and perform inference.\n",
    "- Follow the `m` and `z` representations as they evolve through the model.\n",
    "- Run a full ubiquitin forward pass with the same loaded weights.\n",
    "- Analyze pLDDT and PAE outputs to understand what they mean and how they relate to the structure."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bad67028",
   "metadata": {
    "id": "0a8f9c55"
   },
   "source": [
    "## Acknowledgements\n",
    "- This notebook borrows code from `alphafold-decoded` and `OpenFold`.\n",
    "- The `alphafold-decoded` repository is a fantastic resource for understanding the details of AlphaFold 2. You can find out more about it here: https://2024.igem.wiki/aachen/education\n",
    "\n",
    "You can also find the original alphafold-decoded, OpenFold, and AlphaFold2 repositories here:\n",
    "- https://gitlab.igem.org/2024/software-tools/aachen/-/tree/main/alphafold-decoded?ref_type=heads\n",
    "- https://github.com/kilianmandon/alphafold-decoded\n",
    "- https://github.com/aqlaboratory/openfold\n",
    "- https://github.com/google-deepmind/alphafold"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "378fff98",
   "metadata": {
    "id": "625e3b4b"
   },
   "source": [
    "## 1. Setup\n",
    "\n",
    "This cell does five things:\n",
    "1. installs dependency `modelcif`\n",
    "2. finds a local `alphafold-decoded` checkout or clones it on demand\n",
    "3. adds the repo's `solutions/` directory to `sys.path`\n",
    "4. downloads `finetuning_3.pt` from OpenFold (you can use any checkpoint you like, but this is the one I used for the walkthrough).\n",
    "5. locates the Pfam PF00240 (ubiquitin family) seed alignment, `PF00240_ubiquitin_seed_aligned*.fasta`. Keep this file next to the notebook; in Colab you will be asked to upload it.\n",
    "\n",
    "The rest of the notebook uses that single loaded checkpoint (except for the plddt/pae section)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "b58b2ff8",
   "metadata": {
    "id": "6f6a132e"
   },
   "outputs": [],
   "source": [
    "import importlib.util\n",
    "import os\n",
    "import subprocess\n",
    "import sys\n",
    "import tempfile\n",
    "from pathlib import Path\n",
    "import math\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import torch"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "4153fa86",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "30592832",
    "outputId": "666fe54d-1366-4689-a0f5-665054afddaf"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Running in Colab: True\n",
      "Device: cpu\n"
     ]
    }
   ],
   "source": [
    "plt.style.use(\"seaborn-v0_8-whitegrid\")\n",
    "torch.manual_seed(7)\n",
    "\n",
    "try:\n",
    "    from google.colab import files  # type: ignore\n",
    "    IN_COLAB = True\n",
    "except Exception:\n",
    "    IN_COLAB = False\n",
    "\n",
    "DEVICE = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n",
    "print(\"Running in Colab:\", IN_COLAB)\n",
    "print(\"Device:\", DEVICE)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "b27febe5",
   "metadata": {
    "id": "8803c132"
   },
   "outputs": [],
   "source": [
    "def ensure_package(package_name: str):\n",
    "    if importlib.util.find_spec(package_name) is None:\n",
    "        subprocess.check_call([sys.executable, \"-m\", \"pip\", \"install\", \"-q\", package_name])\n",
    "\n",
    "ensure_package(\"modelcif\")\n",
    "ensure_package(\"biotite\")\n",
    "\n",
    "from tempfile import gettempdir\n",
    "\n",
    "SEARCH_ROOTS = [Path.cwd().resolve(), *Path.cwd().resolve().parents[:5]]\n",
    "\n",
    "def find_first_existing(relative_paths):\n",
    "    for root in SEARCH_ROOTS:\n",
    "        for rel in relative_paths:\n",
    "            candidate = root / rel\n",
    "            if candidate.exists():\n",
    "                return candidate\n",
    "    return None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "6817ddcb",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "2b1aff76",
    "outputId": "7a7661be-a749-47b9-839b-cd2db9642190"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Using MSA file: /content/PF00240_ubiquitin_msa.fasta\n",
      "['finetuning_3.pt']\n"
     ]
    }
   ],
   "source": [
    "LOCAL_REPO = find_first_existing([\n",
    "    Path(\"B3/Other_Code/aachen-main/alphafold-decoded\"),\n",
    "    Path(\"alphafold-decoded\"),\n",
    "])\n",
    "\n",
    "if LOCAL_REPO is None:\n",
    "    import urllib.request\n",
    "    import zipfile\n",
    "\n",
    "    repo_parent = Path(\"/content\" if IN_COLAB else tempfile.gettempdir())\n",
    "    LOCAL_REPO = repo_parent / \"alphafold-decoded\"\n",
    "    if not LOCAL_REPO.exists():\n",
    "        zip_url = \"https://codeload.github.com/kilianmandon/alphafold-decoded/zip/refs/heads/main\"\n",
    "        zip_path = repo_parent / \"alphafold-decoded.zip\"\n",
    "        print(\"Downloading alphafold-decoded ...\")\n",
    "        urllib.request.urlretrieve(zip_url, zip_path)\n",
    "        with zipfile.ZipFile(zip_path) as zf:\n",
    "            zf.extractall(repo_parent)\n",
    "        (repo_parent / \"alphafold-decoded-main\").rename(LOCAL_REPO)\n",
    "        zip_path.unlink()\n",
    "\n",
    "SOLUTIONS_DIR = LOCAL_REPO / \"solutions\"\n",
    "if str(SOLUTIONS_DIR) not in sys.path:\n",
    "    sys.path.insert(0, str(SOLUTIONS_DIR))\n",
    "\n",
    "# locate the Pfam PF00240 (ubiquitin family) seed alignment (aligned FASTA)\n",
    "def find_msa_file():\n",
    "    for root in SEARCH_ROOTS:\n",
    "        for pattern in [\"PF00240*.fasta\", \"B3/Section/PF00240*.fasta\"]:\n",
    "            hits = sorted(root.glob(pattern))\n",
    "            if hits:\n",
    "                return hits[0]\n",
    "    return None\n",
    "\n",
    "UBIQUITIN_MSA_PATH = find_msa_file()\n",
    "if UBIQUITIN_MSA_PATH is None and IN_COLAB:\n",
    "    print(\"Please upload PF00240_ubiquitin_seed_aligned.fasta\")\n",
    "    uploaded = files.upload()\n",
    "    UBIQUITIN_MSA_PATH = Path(next(iter(uploaded)))\n",
    "if UBIQUITIN_MSA_PATH is None:\n",
    "    raise FileNotFoundError(\n",
    "        \"Could not find PF00240_ubiquitin_seed_aligned*.fasta. Put it in the same folder as this notebook.\"\n",
    "    )\n",
    "print(\"Using MSA file:\", UBIQUITIN_MSA_PATH)\n",
    "\n",
    "#\n",
    "OPENFOLD_DIR = SOLUTIONS_DIR / \"model\" / \"openfold_params\"\n",
    "OPENFOLD_DIR.mkdir(parents=True, exist_ok=True)\n",
    "OPENFOLD_WEIGHT_PATH = OPENFOLD_DIR / \"finetuning_3.pt\"\n",
    "\n",
    "if not OPENFOLD_WEIGHT_PATH.exists():\n",
    "    import urllib.request\n",
    "\n",
    "    weights_url = \"https://openfold.s3.amazonaws.com/openfold_params/finetuning_3.pt\"\n",
    "    tmp_path = OPENFOLD_WEIGHT_PATH.with_name(OPENFOLD_WEIGHT_PATH.name + \".part\")\n",
    "\n",
    "    def _progress(block_num, block_size, total_size):\n",
    "        if total_size > 0 and block_num % 2000 == 0:\n",
    "            done = min(block_num * block_size, total_size)\n",
    "            print(f\"\\r  {done / 1e6:.0f} / {total_size / 1e6:.0f} MB\", end=\"\")\n",
    "\n",
    "    print(\"Downloading OpenFold weights finetuning_3.pt ...\")\n",
    "    try:\n",
    "        urllib.request.urlretrieve(weights_url, tmp_path, reporthook=_progress)\n",
    "    except Exception as e:\n",
    "        raise RuntimeError(\n",
    "            f\"Could not download the weights from {weights_url} ({e}).\\n\"\n",
    "            f\"Download finetuning_3.pt manually and place it at: {OPENFOLD_WEIGHT_PATH}\"\n",
    "        )\n",
    "    tmp_path.rename(OPENFOLD_WEIGHT_PATH)\n",
    "    print()\n",
    "\n",
    "print(os.listdir(os.path.dirname(OPENFOLD_WEIGHT_PATH)))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e94f1a11",
   "metadata": {
    "id": "9a4ee732"
   },
   "source": [
    "The MSA used in this notebook is the Pfam PF00240 (ubiquitin family) seed alignment: a select alignment of 59 ubiquitin-like domains from many species. This includes ubiquitin-fold proteins such as SUMO, NEDD8, ISG15, Rad23/Dsk2 UBL domains and the ubiquitin repeats of UBQ8. Pfam builds its profile HMM for the family from this seed alignment.\n",
    "\n",
    "AlphaFold 2 ould search a large sequence databases (Jackhmmer against UniRef90 and MGnify, HHblits against BFD and UniRef30) and ends up with thousands of sequences for a protein like ubiquitin. A seed alignment is small by comparison."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5f8c84ff",
   "metadata": {
    "id": "4e63d0d0"
   },
   "source": [
    "## 2. Ubiquitin MSA\n",
    "\n",
    "The MSA is represented as a 2D array of shape (num_sequences, sequence_length). Each row corresponds to a sequence in the MSA, and each column corresponds to a position in the query. After anchoring the Pfam PF00240 seed alignment to wild-type ubiquitin we have 60 sequences (the query plus the 59 seed sequences) of length 76. The MSA contains information about the evolutionary history of the protein, which can be used to infer structural and functional constraints on the protein."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "251dcc28",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "9d935c3c",
    "outputId": "26267e86-5002-45df-beba-d773775758a9"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape of the msa (60, 76)\n",
      "Do they match? True\n",
      "\n",
      "First 5 rows of the msa:\n",
      "0: MQIFVKTLTGKTITLEVEPSDTIENVKAKIQDKEGIPPDQQRLIFAGKQLEDGRTLSDYNIQKESTLHLVLRLRGG\n",
      "1: --VFVKNPDGGSYAYAINPNSFILGLKQQIEDQQGLPKKQQQLEFQGQVLQDWLGLGIYGIQDSDTLILSKKKG--\n",
      "2: --LFVRA--QELHTFEVTGQETVAQIKAHVASLEGIAPEDQVVLLAGAPLEDEATLGQCGVEALTTLEVAGRML--\n",
      "3: --IFLLGLDNTTHTLDVDASTTLSAIKGVIG-----AGEEFSISYGSKVLSEELTLGECQIESLSTLSVNGRLL--\n",
      "4: --ILVRNNKGRSSTYEVRLTQTVAHLKQQVSGLEGVQDDLFWLTFEGKPLEDQLPLGEYGLKPLSTVFMNLRLR--\n"
     ]
    }
   ],
   "source": [
    "wtUb_seq = \"MQIFVKTLTGKTITLEVEPSDTIENVKAKIQDKEGIPPDQQRLIFAGKQLEDGRTLSDYNIQKESTLHLVLRLRGG\"\n",
    "\n",
    "with open(UBIQUITIN_MSA_PATH) as f:\n",
    "    seqs = [line.strip() for line in f if line.strip() and not line.startswith(\">\")]\n",
    "\n",
    "print(\"Shape of the msa\", np.shape(np.array([list(seq) for seq in seqs])))\n",
    "print(\"Do they match?\", seqs[0] == wtUb_seq)\n",
    "\n",
    "print(\"\\nFirst 5 rows of the msa:\")\n",
    "for i, seq in enumerate(seqs[:5]):\n",
    "    print(f\"{i}: {seq}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "c6db2682",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 472
    },
    "id": "fce71831",
    "outputId": "3c5e2060-a92c-4a14-f8a9-9601ced37415"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Lowest position counts resi: [ 1  2 76 75 63] counts: [1. 1. 1. 1. 5.] aa: ['M', 'Q', 'G', 'G', 'K']\n",
      "Highest position counts resi: [43 52 50 27 47] counts: [43. 44. 45. 53. 58.] aa: ['L', 'D', 'L', 'K', 'G']\n",
      "min similarity score 17 seq: --INLKVQDNNEVFFKIKKTTEFSKLMKIYCARQGKSMNSLRFLVDGERIRPDQTPAELDMEDGDQIEAVLEQL--\n",
      "max similarity score 0 seq: MQIFVKTLTGKTITLEVEPSDTIENVKAKIQDKEGIPPDQQRLIFAGKQLEDGRTLSDYNIQKESTLHLVLRLRGG\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# We can do a simple check to see how similar the sequences are to the reference query sequence.\n",
    "# We will start with a very simple search for identical amino acids\n",
    "\n",
    "similarity_hist = []\n",
    "min_sim_score = np.inf\n",
    "max_sim_score = 0\n",
    "count_matches_per_resi = np.zeros((len(wtUb_seq,)))\n",
    "for i, seq in enumerate(seqs):\n",
    "    temp_counts_per_resi = np.zeros((len(wtUb_seq,)))\n",
    "    matching_idx = np.argwhere([aa == wtUb_seq[ai] for ai, aa in enumerate(seq)])\n",
    "    temp_counts_per_resi[matching_idx] = 1\n",
    "    similarity_score = np.sum(temp_counts_per_resi)/len(wtUb_seq)\n",
    "    count_matches_per_resi += temp_counts_per_resi\n",
    "    similarity_hist.append(similarity_score)\n",
    "    if similarity_score < min_sim_score:\n",
    "        min_sim_score = similarity_score\n",
    "        min_idx = i\n",
    "    if similarity_score > max_sim_score:\n",
    "        max_sim_score = similarity_score\n",
    "        max_idx = i\n",
    "\n",
    "sorted_pos_counts = np.argsort(count_matches_per_resi)\n",
    "print(f\"Lowest position counts resi: {sorted_pos_counts[:5]+1} counts: {count_matches_per_resi[sorted_pos_counts[:5]]} aa: {[wtUb_seq[i] for i in sorted_pos_counts[:5]]}\")\n",
    "print(f\"Highest position counts resi: {sorted_pos_counts[-5:]+1} counts: {count_matches_per_resi[sorted_pos_counts[-5:]]} aa: {[wtUb_seq[i] for i in sorted_pos_counts[-5:]]}\")\n",
    "\n",
    "print(f\"min similarity score {min_idx} seq: {seqs[min_idx]}\")\n",
    "print(f\"max similarity score {max_idx} seq: {seqs[max_idx]}\")\n",
    "f, axs = plt.subplots(1,2, figsize=(12,4))\n",
    "axs[0].hist(similarity_hist, bins = int(2*np.sqrt(len(seq))))\n",
    "axs[0].set_xlabel(\"percent similarity\")\n",
    "axs[0].set_ylabel(\"counts\")\n",
    "\n",
    "axs[1].bar(list(range(len(wtUb_seq))), count_matches_per_resi)\n",
    "\n",
    "axs[1].set_xticks(list(range(0,len(wtUb_seq),5)), list(range(1,1+len(wtUb_seq),5)))\n",
    "axs[1].set_xlabel(\"residue position\")\n",
    "axs[1].set_ylabel(\"matching counts\")\n",
    "plt.title(\"Percent Similarity (identical matches)\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "4e89a079",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "3db3578c",
    "outputId": "d40a000f-7130-43ee-de52-43005b25b0b2"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ATOM      1  N   MET A   1      27.340  24.430   2.614  1.00  9.67           N  \n",
      "ATOM      2  CA  MET A   1      26.266  25.413   2.842  1.00 10.38           C  \n",
      "ATOM      3  C   MET A   1      26.913  26.639   3.531  1.00  9.62           C  \n",
      "ATOM      4  O   MET A   1      27.886  26.463   4.263  1.00  9.62           O  \n",
      "ref_coords_ca (76, 3)\n",
      "first ca coordinate: [26.266 25.413  2.842]\n"
     ]
    }
   ],
   "source": [
    "import biotite.structure.io.pdb as pdb\n",
    "import biotite.structure as struc\n",
    "from tempfile import gettempdir\n",
    "import biotite.database.rcsb as rcsb\n",
    "\n",
    "pdb_file_path = rcsb.fetch(\"1ubq\", \"pdb\", gettempdir())\n",
    "pdb_file = pdb.PDBFile.read(pdb_file_path)\n",
    "# use Biotite to parse the pdb text file\n",
    "ubq_pdb = pdb_file.get_structure(model=1)\n",
    "\n",
    "pdb_file_str = open(pdb_file_path).read().split(\"\\n\")\n",
    "...\n",
    "# print some of the atom coordinates\n",
    "atom_lines = [line for line in pdb_file_str if line.startswith(\"ATOM\")]\n",
    "for line in atom_lines[:4]:\n",
    "    print(line)\n",
    "\n",
    "aa_mask = struc.filter_amino_acids(ubq_pdb)\n",
    "amino_acids = ubq_pdb[aa_mask]\n",
    "# Extract the CA atoms (one per residue)\n",
    "ca_mask = amino_acids.atom_name == \"CA\"\n",
    "ref_coords_ca = amino_acids.coord[ca_mask]\n",
    "\n",
    "print(\"ref_coords_ca\", np.shape(ref_coords_ca))\n",
    "print(\"first ca coordinate:\", ref_coords_ca[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "87396046",
   "metadata": {
    "id": "4edc5e62"
   },
   "outputs": [],
   "source": [
    "def _build_alphabet(msa, alphabet=None):\n",
    "    \"\"\"\n",
    "    Build a consistent alphabet and mapping from characters to indices.\n",
    "\n",
    "    Parameters\n",
    "    ----------\n",
    "    msa : list[str]\n",
    "        List of aligned sequences of equal length.\n",
    "    alphabet : list[str] or str or None\n",
    "        Optional fixed alphabet. If None, inferred from msa.\n",
    "\n",
    "    Returns\n",
    "    -------\n",
    "    alphabet : list[str]\n",
    "    char_to_idx : dict\n",
    "    \"\"\"\n",
    "    if len(msa) == 0:\n",
    "        raise ValueError(\"msa must contain at least one sequence\")\n",
    "\n",
    "    L = len(msa[0])\n",
    "    if any(len(seq) != L for seq in msa):\n",
    "        raise ValueError(\"All sequences in msa must have the same length\")\n",
    "\n",
    "    if alphabet is None:\n",
    "        alphabet = sorted(set(\"\".join(msa)))\n",
    "    else:\n",
    "        alphabet = list(alphabet)\n",
    "\n",
    "    char_to_idx = {c: i for i, c in enumerate(alphabet)}\n",
    "\n",
    "    for seq in msa:\n",
    "        for c in seq:\n",
    "            if c not in char_to_idx:\n",
    "                raise ValueError(f\"Character {c!r} found in msa but not in alphabet\")\n",
    "\n",
    "    return alphabet, char_to_idx\n",
    "\n",
    "def _msa_to_int(msa, char_to_idx):\n",
    "    \"\"\"\n",
    "    Convert list of sequences to integer-coded array of shape (n_seq, L).\n",
    "    \"\"\"\n",
    "    n_seq = len(msa)\n",
    "    L = len(msa[0])\n",
    "    msa_int = np.empty((n_seq, L), dtype=np.int32)\n",
    "\n",
    "    for n, seq in enumerate(msa):\n",
    "        msa_int[n] = [char_to_idx[c] for c in seq]\n",
    "\n",
    "    return msa_int\n",
    "\n",
    "\n",
    "def compute_mi(msa, pseudocount=1e-3, alphabet=None):\n",
    "    \"\"\"\n",
    "    Compute pairwise mutual information from a list of aligned sequences.\n",
    "\n",
    "    Parameters\n",
    "    ----------\n",
    "    msa : list[str]\n",
    "        List of aligned sequences of equal length.\n",
    "    pseudocount : float\n",
    "        Pseudocount mixed into single-site and pair frequencies.\n",
    "    alphabet : list[str] or str or None\n",
    "        Optional fixed alphabet. If None, inferred from msa.\n",
    "\n",
    "    Returns\n",
    "    -------\n",
    "    mi : np.ndarray, shape (L, L)\n",
    "        Mutual information matrix.\n",
    "    \"\"\"\n",
    "    alphabet, char_to_idx = _build_alphabet(msa, alphabet=alphabet)\n",
    "    msa_int = _msa_to_int(msa, char_to_idx)\n",
    "\n",
    "    n_seq, L = msa_int.shape\n",
    "    q = len(alphabet)\n",
    "\n",
    "    # Single-site frequencies fi[i, a]\n",
    "    fi = np.zeros((L, q), dtype=np.float64)\n",
    "    for i in range(L):\n",
    "        counts = np.bincount(msa_int[:, i], minlength=q)\n",
    "        fi[i] = counts / n_seq\n",
    "\n",
    "    fi = (1 - pseudocount) * fi + pseudocount / q\n",
    "\n",
    "    # Pair frequencies fij[i, j, a, b]\n",
    "    fij = np.zeros((L, L, q, q), dtype=np.float64)\n",
    "    for i in range(L):\n",
    "        xi = msa_int[:, i]\n",
    "        for j in range(L):\n",
    "            xj = msa_int[:, j]\n",
    "            pair_idx = xi * q + xj\n",
    "            counts = np.bincount(pair_idx, minlength=q * q).reshape(q, q)\n",
    "            fij[i, j] = counts / n_seq\n",
    "\n",
    "    fij = (1 - pseudocount) * fij + pseudocount / (q * q)\n",
    "\n",
    "    mi = np.zeros((L, L), dtype=np.float64)\n",
    "    for i in range(L):\n",
    "        for j in range(L):\n",
    "            pij = fij[i, j]\n",
    "            pi = fi[i][:, None]\n",
    "            pj = fi[j][None, :]\n",
    "            mi[i, j] = np.sum(pij * np.log((pij + 1e-12) / (pi * pj + 1e-12)))\n",
    "\n",
    "    return mi\n",
    "\n",
    "\n",
    "def top_pairs(score_map, top_k=12, min_sep=4):\n",
    "    \"\"\"\n",
    "    Return top-scoring residue pairs (score, i, j) with sequence separation >= min_sep.\n",
    "    \"\"\"\n",
    "    pairs = []\n",
    "    L = score_map.shape[0]\n",
    "    for i in range(L):\n",
    "        for j in range(i + min_sep, L):\n",
    "            pairs.append((score_map[i, j], i, j))\n",
    "    pairs.sort(reverse=True)\n",
    "    return pairs[:top_k]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "7a684d15",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "b937f022",
    "outputId": "ec506429-3118-4aed-9b88-ebe6fa51949b"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Masked low-coverage columns (residue numbers): [ 1  2 75 76]\n",
      "(76, 76)\n",
      "[(np.float64(1.3258829155799434), 38, 73), (np.float64(1.3236258298881571), 7, 73), (np.float64(1.3187605477437672), 33, 64), (np.float64(1.2943080637336493), 32, 73), (np.float64(1.2771452777646375), 24, 61)]\n"
     ]
    }
   ],
   "source": [
    "msa_subset = np.array(seqs)\n",
    "\n",
    "mi = compute_mi(msa_subset)\n",
    "\n",
    "# Column filter: residues 1, 2, 75 and 76 are covered only by the query (every other row is a gap there).\n",
    "# A column that is \"gap everywhere except one row\" looks perfectly correlated with any other such column,\n",
    "# which gives huge but meaningless scores, so mask columns with fewer than 50% non-gap residues.\n",
    "coverage = np.mean(np.array([list(s) for s in msa_subset]) != \"-\", axis=0)\n",
    "low_coverage = coverage < 0.5\n",
    "print(\"Masked low-coverage columns (residue numbers):\", np.where(low_coverage)[0] + 1)\n",
    "mi[low_coverage, :] = 0.0\n",
    "mi[:, low_coverage] = 0.0\n",
    "\n",
    "print(mi.shape)\n",
    "print(top_pairs(mi, top_k=5))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "b6ab2073",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 282
    },
    "id": "0d51a7b8",
    "outputId": "92fa6dd7-ac35-4c38-dcbb-dba9fc833ae6"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1800x400 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ref_dmap = np.linalg.norm(ref_coords_ca[:, None, :] - ref_coords_ca[None, :, :], axis=-1)\n",
    "ref_contact = (ref_dmap < 8.0).astype(float)\n",
    "\n",
    "\n",
    "def upper_triangle_values(mat, min_sep=2):\n",
    "    mask = np.triu(np.ones_like(mat, dtype=bool), k=min_sep)\n",
    "    return mat[mask]\n",
    "\n",
    "\n",
    "mi_contact_corr = np.corrcoef(upper_triangle_values(mi), upper_triangle_values(ref_contact))[0, 1]\n",
    "mi_distance_corr = np.corrcoef(upper_triangle_values(mi), upper_triangle_values(-ref_dmap))[0, 1]\n",
    "\n",
    "fig, axes = plt.subplots(1, 3, figsize=(18, 4))\n",
    "for ax, mat, title in [\n",
    "    (axes[0], mi, f\"Mutual information\\ncontact corr={mi_contact_corr:.2f}\"),\n",
    "    (axes[1], ref_contact, \"True contact map (<8A)\"),\n",
    "    (axes[2], ref_dmap, \"True CA distance map\"),\n",
    "]:\n",
    "    im = ax.imshow(mat, cmap=\"viridis\")\n",
    "    ax.set_title(title)\n",
    "    ax.set_xlabel(\"Residue j\")\n",
    "    ax.set_ylabel(\"Residue i\")\n",
    "\n",
    "    plt.colorbar(im, ax=ax, fraction=0.046)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a9b4b083",
   "metadata": {
    "id": "0a5f1775"
   },
   "source": [
    "## 3. Feature Encoding\n",
    "\n",
    "To reduce code overload, we reuse alphafold-decoded repo's feature pipeline directly.\n",
    "We pick smaller `max_msa_clusters` and `max_extra_msa_count`\n",
    "so you can inspect the tensors on CPU and still see nontrivial extra-MSA updates.\n",
    "\n",
    "- `msa_feat` becomes the starting point for the MSA representation `m`.\n",
    "- `extra_msa_feat` gives the model more family information to update the pair representation `z`.\n",
    "- `target_feat` is the query sequence itself."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "0942af17",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "9c9e2d6b",
    "outputId": "57f96e8a-ecb0-451b-8dc2-71436d4c4298"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape of the one hot encode ubiquitin protein sequence: torch.Size([76, 21])\n"
     ]
    }
   ],
   "source": [
    "# to encode the msa we one hot enocde the sequences\n",
    "# the order is arbitrary and set by _restypes = [\"A\",\"R\",\"N\",\"D\",\"C\", \"Q\", \"E\", \"G\", \"H\", \"I\", \"L\", \"K\", \"M\", \"F\", \"P\", \"S\", \"T\", \"W\", \"Y\", \"V\",]\n",
    "from feature_extraction.feature_extraction import onehot_encode_aa_type\n",
    "\n",
    "enc1 = onehot_encode_aa_type(wtUb_seq, include_gap_token=False)\n",
    "print(\"Shape of the one hot encode ubiquitin protein sequence:\", np.shape(enc1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "85495975",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "af74d6d5",
    "outputId": "caf640cf-ab0e-4e41-fe3d-8ef279e8525a"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "msa_aatype torch.Size([60, 76, 22])\n",
      "msa_deletion_count torch.Size([60, 76])\n",
      "aa_distribution torch.Size([76, 22])\n"
     ]
    }
   ],
   "source": [
    "from feature_extraction.feature_extraction import initial_data_from_seqs\n",
    "\n",
    "features = initial_data_from_seqs(seqs)\n",
    "\n",
    "for key, param in features.items():\n",
    "    print(key, np.shape(param))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4544153a",
   "metadata": {
    "id": "2cd7d9ad"
   },
   "source": [
    "The dimension 22 corresponds to the 20 amino acids, an unknown amino acid token, and a gap token."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "9be0032d",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "abe31927",
    "outputId": "c311197e-26bc-4f39-e7ce-8e923989ef05"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "MQIFVKTLTGKTITLEVEPSDTIENVKAKIQDKEGIPPDQQRLIFAGKQLEDGRTLSDYNIQKESTLHLVLRLRGG\n"
     ]
    }
   ],
   "source": [
    "_restypes = [\"A\",\"R\",\"N\",\"D\",\"C\", \"Q\", \"E\", \"G\", \"H\", \"I\", \"L\", \"K\", \"M\", \"F\", \"P\", \"S\", \"T\", \"W\", \"Y\", \"V\",]\n",
    "print(\"\".join([_restypes[i] for i in np.argmax(features[\"msa_aatype\"][0], axis=1)]))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a41b4b75",
   "metadata": {
    "id": "acb95245"
   },
   "source": [
    "AlphaFold uses a regularization strategy they call 'masking' on the cluster centers (it is used during training and inference).\n",
    "\n",
    "This operation replaces some of the residues randomly according to the following rules:\n",
    "\n",
    "- 15% of the residues are selected. Of these,\n",
    "    - 10% are replaced with a uniformly sampled random amino acid.\n",
    "    - 10% are replaced with an amino acid sampled from the MSA distribution for this position.\n",
    "    - 10% are not replaced.\n",
    "    - 70% are replaced with a special token (masked_msa_token).\n",
    "\n",
    "For this, we will create a probability distribution of the replacement options for each amino acid, given that it falls under the first 15% (the first option for example contributes to the whole distribution by $[0.1\\cdot 1/20,\\, 0.1\\cdot 1/20, \\,0.1.\\cdot 1/20,...]$, the third option contributes to the whole distribution by [0, 0, 0.1, 0, 0, ...] given that the initial residue was N).\n",
    "\n",
    "After creation of the distribution, we will sample from it and create a mask with probability 15%. All amino acids in the mask are replaced by the amino acid sampled from the distribution.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "7d3f9d7f",
   "metadata": {
    "id": "63b2d75a"
   },
   "outputs": [],
   "source": [
    "from feature_extraction.feature_extraction import (\n",
    "    calculate_extra_msa_feat,\n",
    "    calculate_msa_feat,\n",
    "    cluster_assignment,\n",
    "    crop_extra_msa,\n",
    "    initial_data_from_seqs,\n",
    "    mask_cluster_centers,\n",
    "    onehot_encode_aa_type,\n",
    "    select_cluster_centers,\n",
    "    summarize_clusters,\n",
    ")\n",
    "\n",
    "max_extra_msa_count=16\n",
    "seed=0\n",
    "\n",
    "features = initial_data_from_seqs(seqs)\n",
    "features_clustered = select_cluster_centers(features.copy(), max_msa_clusters=32, seed=0)  # the Pfam seed MSA only has 60 sequences, so keep some left over as extra MSA\n",
    "features_mask_cluster = mask_cluster_centers(features_clustered.copy(), seed=0)\n",
    "features_assignment = cluster_assignment(features_mask_cluster.copy())\n",
    "features_summary = summarize_clusters(features_assignment.copy())\n",
    "features_extra_msa = crop_extra_msa(features_summary.copy(), max_extra_msa_count=max_extra_msa_count, seed=seed + 2)\n",
    "\n",
    "single_cycle = {\n",
    "        \"msa_feat\": calculate_msa_feat(features_extra_msa.copy()),\n",
    "        \"extra_msa_feat\": calculate_extra_msa_feat(features_extra_msa.copy()),\n",
    "        \"target_feat\": onehot_encode_aa_type(seqs[0], include_gap_token=False).float(),\n",
    "        \"residue_index\": torch.arange(len(seqs[0])),\n",
    "        \"raw_sequences\": seqs.copy(),\n",
    "    }"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "b6ab5a87",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 388
    },
    "id": "55758437",
    "outputId": "730c97d7-a9dd-4a36-e2b6-5de194b71a76"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Feature tensors that go into the model:\n",
      "      msa_feat: (32, 76, 49)  Clustered MSA rows with sequence/deletion features\n",
      "extra_msa_feat: (16, 76, 25)  Extra homologs routed through the Extra MSA stack\n",
      "   target_feat: (76, 21)  Per-residue query-sequence features\n",
      " residue_index: (76,)  Residue positions along the chain\n"
     ]
    },
    {
     "data": {
      "image/png": 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FLi6S8q5m/+u+CAsLK/BvPz8/h4ucnjt3TidPniz03JmZmcrMzFRqaqrT22L0cwCA0omJdAC4xKeffio/Pz+9/PLL9qs0cnJynCp6Q0NDdeHChUK3X3ole34BNmLEiEIL2Uh/X+AZlR9v7ty5RbZjqVSpkg4fPqwdO3Zo/PjxBRYIzV9IyUy8vxagZcuWLXRF/1/ddtttevvtt/Xjjz/qk08+Ufv27e2tZvJfl797jkvjSXlteW677bZC9/+1SM/3j3/8Q1LeokWXXoF05MgRZWZm2u/P9+effyo6OtqpnAAAAHydn5+f2rZtq6+//lqjR48u8O3MfGfPntWnn36qnj172q9gv3R8UdLS0gr8OzQ0VAkJCUpISNAff/yhlStX6uWXX1ZISIj+/e9/FxpfXDX2X6+GvnDhgoKDgwtt119jFVWznjlzxnQe+dv34osvqkGDBoXuz28j6Qx35udMjV6uXDldeeWVmjhxYqH7Lv2jgBnlypVT9erVNWfOnCLvDw4Odvq5jH4OAFA60doFQKl36VUOFy5ckM1mK/BVx08//VQXLlxweDWEJNWqVUuZmZnau3ev/bYzZ84U+Fph7dq1Va5cOR09elTR0dH2/6pXr66srKxCRfDfxfw7+V+PPHnyZIF45cqVU2hoqMLCwux/JLg09vnz5/X5558XmYOjnPJbuvz+++8Fbm/SpEmhr1d+/vnn6tevn/2PD3Xq1FFcXJw+/vhjffLJJ/b+iPn3lSlTRps3by7wHNOmTStyMdbw8HDVr19fBw8eLLDd0dHRysjIUFRUVJH5V69eXXXr1i200NJXX32loKAgXXvttQVuP3nypKE+9gAAAL7urrvu0m+//aaZM2cWui83N1cTJkzQ5MmTdfLkyUL3F3XRRW5uboGWIidOnNCqVavs/65UqZLuvvtudezYUTt27CgUTzJeYztry5YtBf6dmJho79t+Oc2aNdOOHTsKXGCTm5urH3/80b6OklGNGzdWQECAjh8/XmD7KlWqJH9/f0MT4O7Mz5kavXnz5kpKSlKVKlUK5J6bm1tkX/e/c+lnkebNm+v48eMqU6ZMgecOCAhQVFSUoYl6o58DAJROTKQDKNXKlSunAwcOaPv27Tp27JhiY2N14cIFzZ07V4cPH9aHH36o+fPnKzY2Vvv27dORI0cu+1zXXXedbDabnnnmGe3cuVO7d+/W8OHDVbVqVftjAgMDNWjQIL333nv673//q4MHDyoxMVFPPPGEbrvtNvsEdP5XC7/44gv98ssvprevcePGuvbaa/XMM8/oiy++0JEjR7Rp0yYNGjRIDz30kHJzc1WnTh1FRERo/vz5SkpK0ubNmzV48GD7QkMbN25USkqK/YPPmjVrtGfPniLj1a9fX+XLl9cPP/xQ4PZ7771XBw8e1MSJE/XLL79ow4YNmjRpkqKiogr80aJv375atGiRJKlTp07224OCgjRgwAAtW7ZM77//vg4dOqSlS5dq9uzZiomJKTKXwYMH64svvtCrr76qX375Rfv379fkyZPVvXv3An/s+KtHHnlEn332md566y0dPXrU/hz9+/dXxYoV7Y/LX1i1VatWDvYAAABAydKmTRsNGTJEr776qkaPHq0tW7bo6NGjWr9+ve6//359+eWXeuGFF+zfLLxUmTJlVKdOHX3yySc6ffq0UlJSNH369AItOM6ePasRI0ZoypQp2r9/v44ePaovv/xSGzdutNddf61Lna2xjVq4cKE+++wzHThwQHPmzNGmTZvUs2dPh2MGDBignJwcPfroo/bPBE899ZSOHj2qe++911QeFStWVK9evfTqq69q2bJlOnz4sLZu3aqHH35Yd911V6Er+j2VnzM1+oABA3ThwgWNGDFCO3fu1OHDh7Vw4UJ1795dixcvNhSvXLly2rVrlxITE3Xy5En17NlT5cuX19ChQ7VlyxYdOXJEq1atUu/evfXaa68Zem7J+c8BAEovWrsAKNXuuecePf7447rnnns0ZMgQ9e/fX9u3b9esWbP0yiuvqHXr1nr55Zf1008/acyYMRo8eLBWrlxZ5HNVqVJF06ZN04svvqg+ffqoRo0aevjhh/XVV19p+/bt9scNHjxY4eHhmj9/vp5//nmFhYWpRYsWmj9/vv2qjK5du2rFihUaMWKE4uPjNXXqVNPbOH36dE2dOlUTJkxQcnKyKlSooE6dOunRRx+Vn5+fQkNDNWXKFD333HPq1q2boqOj9cgjj6hFixbasmWLRowYoWnTpqljx45q0aKFXnjhBTVq1Ejvv/9+oVgBAQGKj4/XmjVrlJ2dbf+6b5s2bfTqq6/q1Vdf1QcffKCIiAhdf/31GjZsWIHx1113nfz9/dWjR49CX5kdMmSIgoOD9cYbb2jixImqVq2aRo4cqTvvvLPI7b755pvl7++v2bNna9asWbLZbGrUqJHeeustNWzY8LKv17/+9S+99NJLev311/Xyyy+rYsWKuuuuu5SQkFDgcV9//bWCg4O5OgUAAJQ6Dz30kJo3b67//ve/GjJkiM6ePatKlSqpTZs2+vDDDx22wZg8ebLGjx+vTp06KSIiQrfffrtuueUW+8UU9evX18yZM/X6669rwYIFyszMVNWqVTVo0CDdc889klRkXepMjW3UE088oVmzZmnbtm0KCwvTAw88oDvuuMPhmNq1a+udd97RlClT1K9fP+Xk5CgmJkavv/66WrdubSoPSRo7dqyuuOIKvfLKKzpx4oTKli2r1q1b691333V6HaHiyO/vavTo6Gi9++67mjp1qu68807l5OQoOjpao0aNUt++fQ3FGjx4sJ599lndfffdmjBhgm644Qa99957eumll3T//fcrLS1NVatW1d13361BgwYZ3hZnPwcAKL38cl3tGwAAsDtz5oyCg4MVGhpqv+22225TRESE3njjDQsz85wDBw7opptu0rPPPqvu3bsbGvvZZ59p+PDh+vzzz1WlSpXiSdANUlJSdN1116lHjx567LHHrE4HAAAAbvTRRx/piSee0JdfflnkwpwAgNKJ1i4A4CZnz55V586dNXToUO3evVsHDx7Ua6+9pq1btxa54GVJVatWLd1777165ZVX9Oeffzo15vfff9eaNWs0btw43XnnnV49iS5Jr732mkJCQjR48GCrUwEAAAAAAB5AaxcAcJPy5ctr7ty5mjp1qvr376+srCzVqlVLL774oq677jrTz7t8+XKNGzfubx83e/ZstWzZ0nQcd3rkkUeUmJioxx9/XDNnzpSfn5/Dxw8cOFBHjx5V9+7d9eijj3ooS3O++uorvffee1qwYIG9lz0AAAAAACjZaO0CAF7u/PnzOnXq1N8+rnLlyob6IwIAAAAAAMA5TKQDAAAAAAAAAOAAPdIBAAAAAAAAAHDAqyfSjxw5onvvvVfNmzdXmzZt9OKLLyonJ8fqtAAAAIBShbocAAAApZ3XLjaam5urf//736pbt67WrFmjkydP6r777lPFihV1zz33FHhsVlaWzp49q+DgYPn7e/XfBgAAAADl5OQoPT1d5cuXV2Cg15bkkozV5RK1OQAAAHyHkbrca3ukb9u2TX369NH69esVEREhSVqwYIHmzp2rTz/9tMBjT506pQMHDng+SQAAAMAFtWrVUlRUlNVpOGSkLpeozQEAAOB7nKnLvfbyl127dqlatWr2Yl2SrrrqKh04cEDnz59XmTJl7LcHBwdLkiZMmKhDhw4bjhUSEqJXX52mf/97qNLS0lzO3Qxy8I4crI5PDt6Tg9XxycG9OXz9zcum42dnSweSwlWr9gUFBJh+Gv2z03DTY0vKfvDl+OTgPTlYHd9datasobFjx9jrWG9mpC6XLqnNZy7ToWOnnI4TYgvSq2P6698T31VaRqZbcicucYlbcuOWpm11V9yy5asZHhMcFKDnH75Oo175QumZ2abinjt71PAYX36dieudcUvTtror7qIJNsNjchSkc+qjsvpA/jIXt/fYDMNjXNnemlWiNDahm1N1uddekT5z5kx98cUX+vDDD+23HTx4UNdff72++OIL1ahRw357SkqKEhMTrUgTAAAAMC0mJkZhYWFWp+GQkbpcojYHAACA73GmLvfaK9L9/PwMjxk0aLD27dtneFxYWJhWr/5YXbrcrJSUFMPj3YEcvCMHq+OTg/fkYHV8cnBvDqeSl5mOn50tJe4qq5hG51y6Ij0qspvpsSVlP/hyfHLwnhysju8u9erV05w5s6xOwylm6nJJGjT2Le07eMLpx4eF2LR61qPqMniKUtKMX4lkFnGJS1zfjFuattVdcSMiaxseExocqPef76W+oxYrNT3LVNwzyUmGx/jy60xc74xbmrbVXXF3zDP+zckc2XRa/1YFvSp/mYvb+K50w2Nc2d560ZU1Z8JApx7rtRPpkZGROnPmTIHbTp8+bb+vKKmpqbpw4YLpmCkpKS6Ndwdy8I4cXI2fmfWF6bHZ2dKO7dLhIwtMT9oFBV5nOv6lrN4P3pCD1fHJwT05hASb/50IDw/XmjVf6YpK3Xz6NSgpOVgdnxy8Jwer47sqNTXV6hScZqYul6TU9ExdSDX+ASolLcPUOFcR1/vjVoiqY3iMLSQo72dYNWX5G/+K+elTvxoecylffJ19LW5p2lZX4144usfwmPDQvNYOx47t87ntJS5xvSWmr8b1l7mLKfLGZpieSHfldTKzvanpztcH/kYT8pQmTZrot99+sxfpUt5CR3Xr1lV4eLiFmQEAAAClB3U5AAAA4MUT6TExMWratKkmTpyoP//8U3v27NEbb7yhfv36WZ0aAAAAUGpQlwMAAABePJEuSdOmTdO5c+fUvn173XPPPerbt6/uuOMOq9MCAAAAShXqcgAAAJR2XtsjXZKuvPJKvfHGG1anARjmSo/y/H7MUZHW92OG69zRL/9U8jKXFrl0V898AEDpRV0Ob2CmX3nGxf7OZ5KTLOlNC+cM7Vrf8JigoLzpjIQb6yoz09wimMdPGT8mbLa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      "text/plain": [
       "<Figure size 1500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "feature_descriptions = {\n",
    "    \"target_feat\": \"Per-residue query-sequence features\",\n",
    "    \"msa_feat\": \"Clustered MSA rows with sequence/deletion features\",\n",
    "    \"extra_msa_feat\": \"Extra homologs routed through the Extra MSA stack\",\n",
    "    \"residue_index\": \"Residue positions along the chain\",\n",
    "}\n",
    "\n",
    "print(\"Feature tensors that go into the model:\")\n",
    "for key, value in single_cycle.items():\n",
    "    desc = feature_descriptions.get(key, \"\")\n",
    "    if key != \"raw_sequences\":\n",
    "        print(f\"{key:>14}: {tuple(value.shape)}  {desc}\")\n",
    "\n",
    "fig, axes = plt.subplots(1, 2, figsize=(15, 4))\n",
    "axes[0].imshow(single_cycle[\"target_feat\"][:, :].cpu(), aspect=\"auto\", cmap=\"magma\")\n",
    "axes[0].set_xticks(list(range(len(_restypes))), _restypes)\n",
    "axes[0].set_title(\"target_feat (cycle 0)\")\n",
    "axes[1].imshow(features_summary[\"cluster_profile\"][0].cpu(), aspect=\"auto\", cmap=\"cividis\")\n",
    "axes[1].set_title(\"Cluster profile for center 0\")\n",
    "axes[1].set_xticks(list(range(23)), _restypes + [\"X\",\"-\",\"*\"])\n",
    "for ax in axes:\n",
    "    ax.set_xlabel(\"Channel / residue\")\n",
    "    ax.set_ylabel(\"Residue / row\")\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "85a4f481",
   "metadata": {
    "id": "b3ba97be"
   },
   "source": [
    "msa_feat: A tensor of shape (N_clust, N_res, 49) representing the final MSA features"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "ca604e13",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "8b4346cb",
    "outputId": "ba2ecbba-7df9-40ca-968b-71d08601b874"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Feature shapes for the one-cycle teaching batch:\n",
      "      msa_feat: (16, 76, 49, 1)\n",
      "extra_msa_feat: (16, 76, 25, 1)\n",
      "   target_feat: (76, 21, 1)\n",
      " residue_index: (76, 1)\n"
     ]
    }
   ],
   "source": [
    "from feature_extraction.feature_extraction import (\n",
    "    calculate_extra_msa_feat,\n",
    "    calculate_msa_feat,\n",
    "    cluster_assignment,\n",
    "    crop_extra_msa,\n",
    "    initial_data_from_seqs,\n",
    "    mask_cluster_centers,\n",
    "    onehot_encode_aa_type,\n",
    "    select_cluster_centers,\n",
    "    summarize_clusters,\n",
    ")\n",
    "\n",
    "\n",
    "def create_section_features_from_seqs(seqs, max_msa_clusters=16, max_extra_msa_count=16, seed=0):\n",
    "    features = initial_data_from_seqs(seqs.copy())\n",
    "    features = select_cluster_centers(features, max_msa_clusters=max_msa_clusters, seed=seed)\n",
    "    features = mask_cluster_centers(features, seed=seed + 1)\n",
    "    features = cluster_assignment(features)\n",
    "    features = summarize_clusters(features)\n",
    "    features = crop_extra_msa(features, max_extra_msa_count=max_extra_msa_count, seed=seed + 2)\n",
    "\n",
    "    return {\n",
    "        \"msa_feat\": calculate_msa_feat(features),\n",
    "        \"extra_msa_feat\": calculate_extra_msa_feat(features),\n",
    "        \"target_feat\": onehot_encode_aa_type(seqs[0], include_gap_token=False).float(),\n",
    "        \"residue_index\": torch.arange(len(seqs[0])),\n",
    "        \"raw_sequences\": seqs,\n",
    "    }\n",
    "\n",
    "\n",
    "single_cycle = create_section_features_from_seqs(seqs, max_msa_clusters=16, max_extra_msa_count=16, seed=0)\n",
    "batch = {\n",
    "    key: value.unsqueeze(-1).to(DEVICE)\n",
    "    for key, value in single_cycle.items()\n",
    "    if key != \"raw_sequences\"\n",
    "}\n",
    "\n",
    "print(\"Feature shapes for the one-cycle teaching batch:\")\n",
    "for key, value in batch.items():\n",
    "    print(f\"{key:>14}: {tuple(value.shape)}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6ea68773",
   "metadata": {
    "id": "e40e9a28"
   },
   "source": [
    "Interpretation:\n",
    "- msa_feat stores per-sequence, per-residue features that the model turns into the MSA representation m.\n",
    "- extra_msa_feat stores the extra sequences that mainly update the pair representation z.\n",
    "- target_feat is the one-hot query sequence used to build both m and z."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f4c6e736",
   "metadata": {
    "id": "d5d970c2"
   },
   "source": [
    "## 4. Trace with Real Weights\n",
    "\n",
    "\n",
    "Here we load OpenFold pretrained weights into `alphafold-decoded`, then walk through:\n",
    "- input embedding\n",
    "- recycling update\n",
    "- extra-MSA stack\n",
    "- Evoformer blocks 1, 12 and 24"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "5f46c4de",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "68c8852b",
    "outputId": "acd7018b-f3da-487c-d211-a0d78046b50a"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loaded OpenFold weights into alphafold-decoded.\n",
      "     Evoformer 1: m (16, 76, 256), z (76, 76, 128)\n",
      "    Evoformer 12: m (16, 76, 256), z (76, 76, 128)\n",
      "    Evoformer 24: m (16, 76, 256), z (76, 76, 128)\n",
      "\n",
      "m[0, residues, channels] sample:\n",
      "tensor([[  3.4776,   1.4702,  -0.5317,  -3.0327,  -1.7692,  -0.3383],\n",
      "        [  1.3199,   0.1147,  -2.5956,   5.4102,   0.3909,  -2.9041],\n",
      "        [ -1.5114,   0.9205,  -1.6535, -11.2298,   0.1335,  -1.2824],\n",
      "        [ -2.2391,  -1.9302,  -3.8265,  -5.4405,   1.4443,   1.7309]])\n",
      "\n",
      "z[res_i, res_j, channels] sample:\n",
      "tensor([[ 14.0359, -13.8045,  -7.8020, -18.9283,  26.1374,  -4.9477],\n",
      "        [ -8.6023,   5.3980,  12.0455,   2.8387,   0.6540,  -3.7965],\n",
      "        [ -3.0075,   4.2056,   2.3244,  -2.9069,  -1.7365,   0.5273],\n",
      "        [ -2.8684,   0.5689,  -0.4072,   0.7740,   0.2059,   1.1688]])\n"
     ]
    }
   ],
   "source": [
    "from model.model import Model\n",
    "from model.utils import load_openfold_weights\n",
    "\n",
    "model = Model()\n",
    "state_dict = load_openfold_weights(str(OPENFOLD_WEIGHT_PATH))\n",
    "load_result = model.load_state_dict(state_dict, strict=False)\n",
    "assert not load_result.missing_keys and not load_result.unexpected_keys\n",
    "model = model.to(DEVICE).eval()\n",
    "\n",
    "\n",
    "def summarize_msa_tensor(m):\n",
    "    return m[0, :, :48].detach().cpu().T\n",
    "\n",
    "def summarize_pair_tensor(z):\n",
    "    return z.abs().mean(dim=-1).detach().cpu()\n",
    "\n",
    "def print_value_slice(name, tensor, rows=4, cols=6):\n",
    "    array = tensor.detach().cpu()\n",
    "    print(f\"\\n{name} sample:\")\n",
    "    print(array[:rows, :cols])\n",
    "\n",
    "\n",
    "with torch.no_grad():\n",
    "    current_batch = {key: value[..., 0] for key, value in batch.items()}\n",
    "    n_seq, n_res = current_batch[\"msa_feat\"].shape[:2]\n",
    "\n",
    "    prev_m = torch.zeros((n_seq, n_res, model.c_m), device=DEVICE)\n",
    "    prev_z = torch.zeros((n_res, n_res, model.c_z), device=DEVICE)\n",
    "    prev_x = torch.zeros((n_res, 3), device=DEVICE)\n",
    "\n",
    "    snapshots = {}\n",
    "\n",
    "    m, z = model.input_embedder(current_batch)\n",
    "\n",
    "    m_rec, z_rec = model.recycling_embedder(prev_m, prev_z, prev_x)\n",
    "    m = m.clone()\n",
    "    m[0] = m[0] + m_rec\n",
    "    z = z + z_rec\n",
    "\n",
    "    e = model.extra_msa_embedder(current_batch)\n",
    "    z = model.extra_msa_stack(e, z)\n",
    "\n",
    "    checkpoint_names = {0: \"Evoformer 1\", 11: \"Evoformer 12\", 23: \"Evoformer 24\"}\n",
    "    for block_idx, block in enumerate(model.evoformer.blocks):\n",
    "        m, z = block(m, z)\n",
    "        if block_idx in checkpoint_names:\n",
    "            snapshots[checkpoint_names[block_idx]] = (m.detach().cpu(), z.detach().cpu())\n",
    "\n",
    "print(\"Loaded OpenFold weights into alphafold-decoded.\")\n",
    "for name, (m_snap, z_snap) in snapshots.items():\n",
    "    print(f\"{name:>16}: m {tuple(m_snap.shape)}, z {tuple(z_snap.shape)}\")\n",
    "\n",
    "first_name = next(iter(snapshots))\n",
    "first_m, first_z = snapshots[first_name]\n",
    "print_value_slice(\"m[0, residues, channels]\", first_m[0])\n",
    "print_value_slice(\"z[res_i, res_j, channels]\", first_z[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "b1f144d1",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 578
    },
    "id": "bd47a98b",
    "outputId": "3c33b213-e10b-441e-b014-264db3b8706c"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1170x600 with 8 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "snapshot_names = list(snapshots.keys())\n",
    "msa_mats = [summarize_msa_tensor(snapshots[name][0]) for name in snapshot_names]\n",
    "pair_mats = [summarize_pair_tensor(snapshots[name][1]) for name in snapshot_names]\n",
    "\n",
    "msa_vmin = min(m.min() for m in msa_mats)\n",
    "msa_vmax = max(m.max() for m in msa_mats)\n",
    "\n",
    "pair_vmin = min(m.min() for m in pair_mats)\n",
    "pair_vmax = max(m.max() for m in pair_mats)/4\n",
    "\n",
    "fig, axes = plt.subplots(2, len(snapshot_names), figsize=(3.4 * len(snapshot_names) + 1.5, 6), constrained_layout=True)\n",
    "\n",
    "for col, name in enumerate(snapshot_names):\n",
    "    m_snap, z_snap = snapshots[name]\n",
    "    msa_rep_heatmap = axes[0, col].imshow(summarize_msa_tensor(m_snap), aspect=\"auto\", cmap=\"coolwarm\", vmin=msa_vmin, vmax=msa_vmax)\n",
    "    axes[0, col].set_title(name, fontsize=10)\n",
    "    axes[0, col].set_xlabel(\"Residue\")\n",
    "    axes[0, col].set_ylabel(\"First 48 m channels\")\n",
    "\n",
    "    pair_rep_heatmap = axes[1, col].imshow(summarize_pair_tensor(z_snap), cmap=\"viridis\", vmin=pair_vmin, vmax=pair_vmax)\n",
    "    axes[1, col].set_title(name, fontsize=10)\n",
    "    axes[1, col].set_xlabel(\"Residue j\")\n",
    "    axes[1, col].set_ylabel(\"Residue i\")\n",
    "\n",
    "# one colorbar per row (the color scale is shared by all panels in that row)\n",
    "cbar_m = fig.colorbar(msa_rep_heatmap, ax=axes[0, :].tolist(), fraction=0.03, pad=0.02)\n",
    "cbar_m.set_label(\"m value\")\n",
    "cbar_z = fig.colorbar(pair_rep_heatmap, ax=axes[1, :].tolist(), fraction=0.03, pad=0.02, extend=\"max\")\n",
    "cbar_z.set_label(\"mean |z| (clipped at max/4)\")\n",
    "fig.suptitle(\"Real-valued latent states with OpenFold weights\", fontsize=24)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9a993fa3",
   "metadata": {
    "id": "c0f3e5b5"
   },
   "source": [
    "It appears the msa represenation `m` builds up a clear and consistent signal across evoformer iterations. The pair representation `z` builds up a strong diagonal signal across evoformer iterations, which is expected since the diagonal corresponds to residue pairs that are close in sequence and often in space. The off-diagonal signal in `z` also builds up across evoformer iterations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "fbbda466",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "88cf9abb",
    "outputId": "26841591-0f2e-4e84-cf39-6b797b8c919b"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "m_demo torch.Size([1, 8, 256])\n",
      "z_demo torch.Size([8, 8, 128])\n"
     ]
    }
   ],
   "source": [
    "# Pick a real block after you've already computed m and z\n",
    "row_att = model.evoformer.blocks[0].msa_att_row\n",
    "row_att.eval()\n",
    "\n",
    "# Small real slice for example\n",
    "n_res_demo = 8\n",
    "m_demo = m[:1, :n_res_demo, :].detach().cpu()          # first MSA row only\n",
    "z_demo = z[:n_res_demo, :n_res_demo, :].detach().cpu() # matching pair slice\n",
    "\n",
    "print(\"m_demo\", m_demo.shape)\n",
    "print(\"z_demo\", z_demo.shape)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "6dcc168f",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "3753cea8",
    "outputId": "62df7cc8-d417-465e-91cd-27d2b58dbe25"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "layer_norm_m.weight (256,)\n",
      "layer_norm_m.bias (256,)\n",
      "layer_norm_z.weight (128,)\n",
      "layer_norm_z.bias (128,)\n",
      "linear_z.weight (8, 128)\n",
      "mha.linear_q.weight (256, 256)\n",
      "mha.linear_k.weight (256, 256)\n",
      "mha.linear_v.weight (256, 256)\n",
      "mha.linear_o.weight (256, 256)\n",
      "mha.linear_o.bias (256,)\n",
      "mha.linear_g.weight (256, 256)\n",
      "mha.linear_g.bias (256,)\n"
     ]
    }
   ],
   "source": [
    "for name, param in row_att.named_parameters():\n",
    "    if \"weight\" in name or \"bias\" in name:\n",
    "        print(name, tuple(param.shape))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "3a5e6c7d",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "dfc52b88",
    "outputId": "a3ac88d2-49f1-49fe-a16b-9b02c0d07449"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "m_demo torch.Size([1, 8, 256])\n",
      "m_demo mean [ 0.519545    0.09209776 -0.8671393   0.17960447 -1.5527132   0.02768183\n",
      "  0.11504221 -0.5859697 ]\n",
      "m_demo per-residue stds: [16.549238 19.039642 25.189257 22.91327  28.417133 22.29698  21.434645\n",
      " 22.102638]\n",
      "m_in torch.Size([1, 8, 256])\n",
      "m_in mean [0.01524197 0.01277936 0.01034654 0.01001822 0.00994308 0.01304545\n",
      " 0.01198349 0.01460292]\n",
      "m_in per-residue stds: [0.45997286 0.4825678  0.49235058 0.48282298 0.48481423 0.48297068\n",
      " 0.47226152 0.4822737 ]\n"
     ]
    }
   ],
   "source": [
    "attn = row_att.mha\n",
    "head = 0\n",
    "\n",
    "\n",
    "print(\"m_demo\", np.shape(m_demo))\n",
    "print(\"m_demo mean\", np.mean(m_demo[0,:,:].detach().numpy(),  axis=-1))\n",
    "print(\"m_demo per-residue stds:\", m_demo[0].detach().cpu().numpy().std(axis=-1))\n",
    "\n",
    "\n",
    "# 1. Normalize / prepare exactly as the module does\n",
    "m_in = row_att.layer_norm_m(m_demo)\n",
    "z_in = row_att.layer_norm_z(z_demo)\n",
    "\n",
    "\n",
    "print(\"m_in\", np.shape(m_in))\n",
    "print(\"m_in mean\", np.mean(m_in[0,:,:].detach().numpy(), axis=-1))\n",
    "print(\"m_in per-residue stds:\", m_in[0].detach().cpu().numpy().std(axis=-1))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "747091bf",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "81183f3e",
    "outputId": "45813c16-5ab0-49a7-97c2-b325003259e7"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "q shape torch.Size([1, 8, 256])\n",
      "k shape torch.Size([1, 8, 256])\n",
      "v shape torch.Size([1, 8, 256])\n"
     ]
    }
   ],
   "source": [
    "# 2. Linear projections\n",
    "q = attn.linear_q(m_in)\n",
    "k = attn.linear_k(m_in)\n",
    "v = attn.linear_v(m_in)\n",
    "\n",
    "print(\"q shape\", np.shape(q))\n",
    "print(\"k shape\", np.shape(q))\n",
    "print(\"v shape\", np.shape(q))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "fa8695b3",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "5e3337b7",
    "outputId": "70d80eea-9c48-4c36-e11e-829aedc0ec87"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Wq shape torch.Size([256, 256])\n"
     ]
    }
   ],
   "source": [
    "Wq = attn.linear_q.weight\n",
    "print(\"Wq shape\", np.shape(Wq))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dc7d5ebd",
   "metadata": {
    "id": "7f42f2c0"
   },
   "source": [
    "### From `m_in` to Queries, Keys, and Values\n",
    "\n",
    "After layer normalization, the input slice is\n",
    "\n",
    "$$\n",
    "m_{\\text{in}} \\in \\mathbb{R}^{1 \\times 8 \\times 256}.\n",
    "$$\n",
    "\n",
    "Here:\n",
    "- `1` = one MSA row in this demo\n",
    "- `8` = eight residue positions\n",
    "- `256` = channel dimension of the MSA representation\n",
    "\n",
    "The model applies three learned linear maps:\n",
    "\n",
    "$$\n",
    "Q = m_{\\text{in}} W_Q + b_Q,\n",
    "\\qquad\n",
    "K = m_{\\text{in}} W_K + b_K,\n",
    "\\qquad\n",
    "V = m_{\\text{in}} W_V + b_V.\n",
    "$$\n",
    "\n",
    "Each weight matrix has shape\n",
    "\n",
    "$$\n",
    "W_Q, W_K, W_V \\in \\mathbb{R}^{256 \\times 256},\n",
    "$$\n",
    "\n",
    "and each bias has shape\n",
    "\n",
    "$$\n",
    "b_Q, b_K, b_V \\in \\mathbb{R}^{256}.\n",
    "$$\n",
    "\n",
    "Because these maps act independently on the last dimension, the output shapes stay the same:\n",
    "\n",
    "$$\n",
    "Q \\in \\mathbb{R}^{1 \\times 8 \\times 256},\n",
    "\\qquad\n",
    "K \\in \\mathbb{R}^{1 \\times 8 \\times 256},\n",
    "\\qquad\n",
    "V \\in \\mathbb{R}^{1 \\times 8 \\times 256}.\n",
    "$$\n",
    "\n",
    "So in the code, this corresponds to:\n",
    "\n",
    "- `q shape = torch.Size([1, 8, 256])`\n",
    "- `k shape = torch.Size([1, 8, 256])`\n",
    "- `v shape = torch.Size([1, 8, 256])`\n",
    "\n",
    "Interpretation:\n",
    "- each of the 8 residue positions gets turned into\n",
    "  - a **query** vector: what information am I looking for?\n",
    "  - a **key** vector: what kind of information do I offer?\n",
    "  - a **value** vector: what information should be passed along if I am attended to?\n",
    "\n",
    "At this stage, no residue has interacted with any other residue yet.  \n",
    "We have only built the three learned representations that will be used in the attention step.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "b5c472cc",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "0e643e39",
    "outputId": "9aa88f1d-4e1f-4e52-869b-30696f7f2c27"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "n_head 8\n",
      "q torch.Size([1, 8, 256])\n",
      "256//8 = 32\n",
      "qh torch.Size([1, 8, 8, 32])\n",
      "kh torch.Size([1, 8, 8, 32])\n",
      "qh torch.Size([1, 8, 8, 32])\n",
      "q_h torch.Size([8, 32])\n",
      "k_h torch.Size([8, 32])\n",
      "v_h torch.Size([8, 32])\n"
     ]
    }
   ],
   "source": [
    "# 3. Split into heads\n",
    "n_head = attn.N_head\n",
    "\n",
    "print(\"n_head\", n_head)\n",
    "print(\"q\", np.shape(q))\n",
    "\n",
    "c_head = q.shape[-1] // n_head\n",
    "\n",
    "print(f\"{q.shape[-1]}//{n_head} =\", c_head)\n",
    "\n",
    "qh = q.view(*q.shape[:-1], n_head, c_head)\n",
    "kh = k.view(*k.shape[:-1], n_head, c_head)\n",
    "vh = v.view(*v.shape[:-1], n_head, c_head)\n",
    "\n",
    "print(\"qh\", np.shape(qh))\n",
    "print(\"kh\", np.shape(kh))\n",
    "print(\"qh\", np.shape(vh))\n",
    "\n",
    "# Keep one head and one sequence row\n",
    "q_h = qh[0, :, head, :]   # [N_res, c_head]\n",
    "k_h = kh[0, :, head, :]\n",
    "v_h = vh[0, :, head, :]\n",
    "\n",
    "print(\"q_h\", np.shape(q_h))\n",
    "print(\"k_h\",np.shape(k_h))\n",
    "print(\"v_h\",np.shape(v_h))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "e4c880e5",
   "metadata": {
    "id": "46fedbf9"
   },
   "outputs": [],
   "source": [
    "# 4. Pair bias term from z\n",
    "# row_att.linear_z maps pair reps to per-head bias\n",
    "pair_bias = row_att.linear_z(z_in)[:, :, head]   # [N_res, N_res]\n",
    "\n",
    "\n",
    "# 5. Raw attention scores\n",
    "# TODO calculate the socre given q_h, k_h and c_head\n",
    "scores = (q_h @ k_h.T) / math.sqrt(c_head)\n",
    "scores_with_bias = scores + pair_bias\n",
    "\n",
    "temp_min = scores_with_bias.min()\n",
    "temp_max = scores_with_bias.max()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "3fd26c55",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "be2990a7",
    "outputId": "7caf64b7-4d15-4e82-89fd-4dfc756899ed"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "scores torch.Size([8, 8])\n",
      "pair_bias torch.Size([8, 8])\n",
      "alpha torch.Size([8, 8])\n",
      "out_head torch.Size([8, 32])\n"
     ]
    }
   ],
   "source": [
    "# 6. Attention weights\n",
    "alpha = torch.softmax(scores_with_bias, dim=-1)\n",
    "\n",
    "# 7. Weighted value sum\n",
    "out_head = alpha @ v_h\n",
    "\n",
    "print(\"scores\", scores.shape)\n",
    "print(\"pair_bias\", pair_bias.shape)\n",
    "print(\"alpha\", alpha.shape)\n",
    "print(\"out_head\", out_head.shape)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "035c4203",
   "metadata": {
    "id": "f66092b6"
   },
   "source": [
    "## One Attention Step on a Real Slice of the MSA Representation\n",
    "\n",
    "We take a small real slice of the multiple sequence alignment representation\n",
    "\n",
    "$$\n",
    "m \\in \\mathbb{R}^{N_{\\text{seq}} \\times N_{\\text{res}} \\times c_m}\n",
    "$$\n",
    "\n",
    "and a matching slice of the pair representation\n",
    "\n",
    "$$\n",
    "z \\in \\mathbb{R}^{N_{\\text{res}} \\times N_{\\text{res}} \\times c_z}.\n",
    "$$\n",
    "\n",
    "For a simple demo, we look at one multiple sequence alignment row and one attention head.  \n",
    "So we focus on\n",
    "\n",
    "$$\n",
    "m^{(0)} \\in \\mathbb{R}^{N_{\\text{res}} \\times c_m},\n",
    "$$\n",
    "\n",
    "which is the first sequence row of the multiple sequence alignment representation.\n",
    "\n",
    "### 1. Normalize the inputs\n",
    "\n",
    "Before attention, the model normalizes the multiple sequence alignment and pair features:\n",
    "\n",
    "$$\n",
    "\\tilde{m} = \\mathrm{LayerNorm}(m^{(0)}),\n",
    "\\qquad\n",
    "\\tilde{z}_{ij} = \\mathrm{LayerNorm}(z_{ij}).\n",
    "$$\n",
    "\n",
    "This keeps the scale of the activations stable before the learned linear maps are applied.\n",
    "\n",
    "### 2. Build queries, keys, and values\n",
    "\n",
    "Each residue position is projected into three learned vectors:\n",
    "\n",
    "$$\n",
    "Q = \\tilde{m} W_Q,\\qquad\n",
    "K = \\tilde{m} W_K,\\qquad\n",
    "V = \\tilde{m} W_V.\n",
    "$$\n",
    "\n",
    "If we use multi-head attention, these are then split into heads.  \n",
    "For one head \\(h\\), we write\n",
    "\n",
    "$$\n",
    "Q^{(h)} \\in \\mathbb{R}^{N_{\\text{res}} \\times d_h},\\qquad\n",
    "K^{(h)} \\in \\mathbb{R}^{N_{\\text{res}} \\times d_h},\\qquad\n",
    "V^{(h)} \\in \\mathbb{R}^{N_{\\text{res}} \\times d_h}.\n",
    "$$\n",
    "\n",
    "Here \\(d_h\\) is the channel dimension for a single head.\n",
    "\n",
    "### 3. Compute the similarity scores\n",
    "\n",
    "For residues \\(i\\) and \\(j\\), the usual transformer score is\n",
    "\n",
    "$$\n",
    "s_{ij}^{(h)} = \\frac{Q_i^{(h)} \\cdot K_j^{(h)}}{\\sqrt{d_h}}.\n",
    "$$\n",
    "\n",
    "This measures how much residue \\(i\\) should pay attention to residue \\(j\\) based only on the MSA representation.\n",
    "\n",
    "### 4. Add pair bias from the pair representation\n",
    "\n",
    "AlphaFold-style row attention is not just ordinary self-attention.  \n",
    "It adds a bias term derived from the pair representation \\(z\\):\n",
    "\n",
    "$$\n",
    "b_{ij}^{(h)} = \\mathrm{Linear}_z^{(h)}(\\tilde{z}_{ij}).\n",
    "$$\n",
    "\n",
    "So the final score becomes\n",
    "\n",
    "$$\n",
    "a_{ij}^{(h)} = s_{ij}^{(h)} + b_{ij}^{(h)}.\n",
    "$$\n",
    "\n",
    "This is the key biological twist: the model does not decide attention only from sequence-family information in \\(m\\).  \n",
    "It also uses the current pairwise belief in \\(z\\) to steer that attention.\n",
    "\n",
    "### 5. Turn scores into attention weights\n",
    "\n",
    "The scores are converted into a probability distribution over residues \\(j\\) for each query residue \\(i\\):\n",
    "\n",
    "$$\n",
    "\\alpha_{ij}^{(h)} = \\frac{\\exp(a_{ij}^{(h)})}{\\sum_{j'} \\exp(a_{ij'}^{(h)})}.\n",
    "$$\n",
    "\n",
    "For each residue \\(i\\), the weights satisfy\n",
    "\n",
    "$$\n",
    "\\sum_j \\alpha_{ij}^{(h)} = 1.\n",
    "$$\n",
    "\n",
    "So \\(\\alpha_{ij}^{(h)}\\) tells us how strongly residue \\(i\\) listens to residue \\(j\\) in head \\(h\\).\n",
    "\n",
    "### 6. Form the weighted sum of values\n",
    "\n",
    "The output for residue \\(i\\) in head \\(h\\) is\n",
    "\n",
    "$$\n",
    "o_i^{(h)} = \\sum_j \\alpha_{ij}^{(h)} V_j^{(h)}.\n",
    "$$\n",
    "\n",
    "This is the standard attention update: residue \\(i\\) collects information from all other residues, weighted by the attention pattern.\n",
    "\n",
    "### 7. Concatenate heads and project back\n",
    "\n",
    "If there are multiple heads, their outputs are concatenated:\n",
    "\n",
    "$$\n",
    "o_i = \\mathrm{Concat}\\left(o_i^{(1)}, o_i^{(2)}, \\dots, o_i^{(H)}\\right),\n",
    "$$\n",
    "\n",
    "and then mapped back to the model dimension:\n",
    "\n",
    "$$\n",
    "m_i' = W_O o_i.\n",
    "$$\n",
    "\n",
    "This gives the updated representation for residue \\(i\\).\n",
    "\n",
    "### 8. Interpretation\n",
    "\n",
    "The full attention step can be summarized as\n",
    "\n",
    "$$\n",
    "\\text{Attention}(m, z)\n",
    "=\n",
    "\\mathrm{softmax}\\!\\left(\n",
    "\\frac{QK^\\top}{\\sqrt{d_h}} + B(z)\n",
    "\\right)V.\n",
    "$$\n",
    "\n",
    "The important idea is:\n",
    "\n",
    "- \\(QK^\\top\\) asks: which residues look relevant to each other based on the current MSA representation?\n",
    "- \\(B(z)\\) asks: how should the current pair representation push or suppress those interactions?\n",
    "- The weighted sum with \\(V\\) produces the updated information passed forward.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5576f433",
   "metadata": {
    "id": "b7c4fa38"
   },
   "source": [
    "## 5. Full Ubiquitin Forward Pass\n",
    "\n",
    "Here we use the same loaded weights for the complete model call."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "93408cfc",
   "metadata": {
    "id": "60932d54"
   },
   "outputs": [],
   "source": [
    "import contextlib\n",
    "import io\n",
    "from geometry.residue_constants import atom_types\n",
    "\n",
    "with torch.no_grad(), contextlib.redirect_stdout(io.StringIO()):\n",
    "    outputs = model(batch)\n",
    "\n",
    "final_positions = outputs[\"final_positions\"][..., 0].detach().cpu()\n",
    "ca_idx = atom_types.index(\"CA\")\n",
    "ca_positions = final_positions[:, ca_idx, :]\n",
    "ca_distances = torch.cdist(ca_positions, ca_positions)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "b7168044",
   "metadata": {
    "id": "76375185"
   },
   "outputs": [],
   "source": [
    "def centroid(coords):\n",
    "    \"\"\"Compute the centroid of a set of coordinates.\"\"\"\n",
    "    return np.mean(coords, axis=0)\n",
    "\n",
    "def kabsch_rotation_matrix(A, B):\n",
    "    \"\"\"Return the optimal rotation matrix using the Kabsch algorithm.\"\"\"\n",
    "    # Compute the covariance matrix\n",
    "    C = np.dot(np.transpose(A), B)\n",
    "\n",
    "    # Singular value decomposition\n",
    "    V, S, Wt = np.linalg.svd(C)\n",
    "\n",
    "    # Ensure a right-handed coordinate system\n",
    "    d = (np.linalg.det(V) * np.linalg.det(Wt)) < 0.0\n",
    "\n",
    "    if d:\n",
    "        S[-1] = -S[-1]\n",
    "        V[:,-1] = -V[:,-1]\n",
    "\n",
    "    # Compute the optimal rotation matrix\n",
    "    U = np.dot(V, Wt)\n",
    "    return U\n",
    "\n",
    "def rmsd(A, B):\n",
    "    \"\"\"Calculate RMSD of two sets of points A and B.\"\"\"\n",
    "    return np.sqrt(np.mean(np.sum((A - B)**2, axis=1)))\n",
    "\n",
    "def align(A, B):\n",
    "    \"\"\"Align protein structure A to protein structure B and return RMSD.\"\"\"\n",
    "\n",
    "    # Translate both A and B to their centroids\n",
    "    centroid_A = centroid(A)\n",
    "    centroid_B = centroid(B)\n",
    "    A2 = A.copy()\n",
    "    B2 = B.copy()\n",
    "\n",
    "    # move the protein's center of mass to 0,0,0\n",
    "    A2 -= centroid_A\n",
    "    B2 -= centroid_B\n",
    "\n",
    "    # Compute the optimal rotation matrix\n",
    "    U = kabsch_rotation_matrix(A2, B2)\n",
    "\n",
    "    # Rotate A\n",
    "    A_rotated = np.dot(A2, U)\n",
    "\n",
    "    # Compute RMSD between A_rotated and B\n",
    "    return rmsd(A_rotated, B2), A_rotated + centroid_B"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "e685d0e4",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 1000
    },
    "id": "faab3221",
    "outputId": "5916a247-088a-48e2-d928-3976071724eb"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "RMSD: 0.8368368148803711\n"
     ]
    },
    {
     "data": {
      "image/png": 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QBEEQBLG/QkIGMS1Yv349vv71r+PWW2/FiSeeiFWrVmH+/PnYsGGDuRzj1ltvxbJly7B69WqcfvrpeOutt3DzzTcDiKcf5XHmmWfi1ltvxZ///GecfPLJuP3223H++edj1apVAIAFCxbg2GOPxe9+9ztcfvnl0DQNJ598Mu699178/e9/x2mnnYaVK1fio48+wiOPPIKDDjoIAPC1r30Nq1evxpYtW3Dqqafitttuw49//GNUVVVBlmXL8zzssMOwatUqPPXUU1i8eDGuuuoq/OhHP4LH44GqqknncsUVV2DXrl04++yzcc011+DII4/Erbfeyj2u0+nEf/7nf8Ln8+HCCy/Ed77zHRQUFDC+I+effz6++c1v4qqrrsKSJUuwceNG0/jUqH843/zmN3HggQfimmuuwQMPPGB5bhNhxowZ2LRpE04//XQ8+uijOPXUU/Gtb30LL730ElatWoUNGzbA5XLhjTfeQGtrK77xjW9YHmvFihUIBoN4+eWXmb995StfweLFi3H33XebY4bHSSedhIsuugi/+c1vcOqpp+Lvf/877r33XnznO99BZ2enGclzxRVX4Ec/+hEeeughrFixAr/+9a9x3XXXmalqa2tr8fjjjyMYDOL888/HySefjCeeeALXX389zjvvvEn2GkEQBEEQBEHkNoKe6nhvgiCmDevXr8cDDzwwYhQCQRAEQRAEQRBEJqGIDIIgCIIgCIIgCIIgcgYSMgiCIAiCIAiCIAiCyBloaQlBEARBEARBEARBEDkDRWQQBEEQBEEQBEEQBJEzkJBBEARBEARBEARBEETOQEIGQRAEQRAEQRAEQRA5AwkZBEEQBEEQBEEQBEHkDCRkEARBEARBEARBEASRM5CQQRAEQRAEQRAEQRBEzkBCBkEQBEEQBEEQBEEQOQMJGQRBEARBEARBEARB5AwkZBAEQRAEQRAEQRAEkTOQkEEQBEEQBEEQBEEQRM5AQgZBEARBEARBEARBEDmDbaobQBAEH13XoSgKIpEIJEmCzWaDJEkQRRGCIEx18wiCIAiCIAiCIKYEQdd1faobQRBEMpqmQZZlqKqKSCRiCheCIEAURdhsNhI2CIIgCIIgCILYLyEhgyCyCF3XoaoqFEWBpmkQBAGxWAyiKELXdei6Dk3TzG1FUSRhgyAIgiAIgiCI/QoSMggiS9B1HbIso7W1FZIkoby8HLqum0IGb/vh4oYgCOYyFBI2CIIgCIIgCIKYjpBHBkFkAaqqQpZlaJpmihOCIGAknVEQBFOgkCQpSdSIRCLmNqIowm63k7BBEARBEARBEMS0gIQMgphCDENPRVHMpSITFRmshA1d17nChiRJ5g8JGwRBEARBEARB5AokZBDEFGEYehrLQgwRY7RIjLEyFmHDyIiSl5dnRmyQsEEQBEEQBEEQRDZDQgZBZBhj+Ycsy+YSkkwIBzxhIxgMmhEasVgMABjzUBI2CIIgCIIgCILIJkjIIIgMYhh6qqoKABkTMXgYdRtCRmLERjQaJWGDIAiCIAiCIIishIQMgsgQRhSGqqojemEIgmAuN8kkvIgNIN7uWCyGaDRqCh8kbBAEQRAEQRAEMVWQkEEQaUbXdTMryWQNPdOBlR9HoqiRuB1P2JAkKclANJvOjyAIgiAIgiCI6QUJGQSRRjRNg6Io5lKSbBMxxsNIwoYsy4jFYknChhGxYbPZcvacCYIgCIIgCILIPkjIIIg0MBlDz1RlLUk3w4UNIPm8DWFDEARmKYooilPVbIIgCIIgCIIgchwSMggixei6DkVRoCgKgKk19Mw0giCQsEEQBEEQBEEQRFohIYMgUkiioaexzGKy5LIIMpKwIcuyuQ0JGwRBEARBEARBjBUSMggiBRiGnoqiQNO0SXlh8JaWGMtTcp3RIjYAfrpXEjYIgiAIgiAIgjAgIYMgJomu62YUBpB6Q890ihhTLY7whA2jP2OxGBRFQTgcRnFxMZMVZarbThAEQRAEQRDE1EBCBkFMAiOt6mSjMBLJFbPPdGAIFEYEhizL8Pv9yM/PhyzL5t+NbChG1AYJGwRBEARBEASx/0BCBkFMgOGGnrmcVjWbSTQHBb6I2FAUhStsJC5FoetBEARBEARBENMTEjIIYpwYng6apgHYv7KSTDXDIzashI3hPhskbBAEQRAEQRDE9IGEDIIYI4ahZ3d3NzRNQ0lJSVomx5leWpLNy1hGa5uVsKGqKlRVRTQaJWGDIAiCIAiCIKYZJGQQxBhINPSMRqPTJovIdGM0YSMSiUAURRI2CIIgCIIgCCKHISGDIEZB0zTEYrEkQ89MRTHEYjH09vbC5XLB4/EkZfjYX5iMwGAlbGiahmg0ikgkwjUPJWGDIAiCIAiCILIXEjIIwoJEQ09d183JbbqFDOP4/f39aGtrg8vlQjAYRHt7O5xOJ9xuNzweD9xu934pbEyG4X4micJGJBIxtxFFEXa7nYQNgiAIgiAIgshCxKluAEFkI4ahp1VWknQKGZqmIRwOo729HTU1NaiurkZtbS3q6+tRXFwMXdfR09ODXbt2Ye/evejq6kIgEICqquOua3+fnBuihSRJpnAhiiJ0XUckEkEgEMDg4CAGBwcRCoUQjUZNYYsgCIJIHddffz3mzp2b9LNo0SKccsopeOSRRxCLxdJW99atWzF37lxs3boVALB+/XrMnTsX0Wg0bXWOxPLly3H99dePul17eztuvfVWfP3rX8eCBQuwdOlSnH322XjiiSfM55fhtLa2Yt68eTj00EMxMDAw4TbOnTsX69evB/BF//3jH/+Y8PEIgiDGC0VkEEQCxtt5WZZNH4zhk/10Tv7D4TB6enoAAHPmzIHNZjMfpGw2G3w+H3w+HwBAURSEw2GEQiF0d3dDlmU4nU4zWmM6RGxkWjBIvN6SJJkRG4awYWwz3GNDkqT9XhQiCIKYLMXFxfjzn/9s/j44OIi33noLv/jFL/Dhhx/ivvvuy0g7vvvd7+Kcc86B0+kc8z5f+9rXcNddd2Hp0qVpbNkXfPDBB7jkkktQV1eH1atX44ADDkAgEMCWLVuwdu1avPLKK/jtb38Lu92etN+mTZswY8YM9Pb24vnnn8d555036bYsWrQIr732GgoKCsa8z/nnn48zzjgDZ5xxxqTrJwhi/4SEDILYR6KhJ2CdVjUdS0t0XUdfXx86OjqQl5cHTdNgt9tHNBXlCRuhUAjhcHjaChuZZiRhIxqNIhaLQVVVxGIxFBQUkLBBEAQxCURRRFlZmfl7WVkZGhoa0NfXhwceeADXXXcdKisrmf1kWWYm7JPB6/XC6/WOefvOzk60tbWlrP7RiEajuPLKKzFnzhw8+uijcDgc5t8OOuggzJ8/H5deein+/Oc/49///d/Nv2mahj/96U847bTT0NraimeeeSYlQobD4Ui6bqOhKAo++ugjEjEIgpgUtLSEIPCFoaeiKOYb90xNRBVFQVNTE7q7u1FXVwefzzehum02G/Lz81FRUYHZs2ejvr4eRUVF0DQN3d3d5lKU7u7uCS9FmQqySRAYvhRFkiQoioLu7m5Eo1GEQiEMDQ1hcHAQwWCQlqIQBEGkgLlz5wKAKRZ8+9vfxmWXXYb7778fixYtwu9//3sAQCgUwu23345jjjkGhxxyCL7+9a/joYceSroHBwIBXHvttTj88MOxePFiXHnllfD7/Un18ZaWPPPMM1ixYgUWLFiA5cuX4/7774eqqti6dSuOOeYYAMAFF1yA5cuXm/u8+OKLOO2007BgwQIcccQRuPrqq9HZ2ZlU19NPP43ly5djwYIFOPXUU/Haa6+N2h8vvfQS2tracN111yWJGAbLly/Hli1bkkQMAPjnP/+J9vZ2fPOb38Rpp52Gjz/+GJ9++umo9f3617/GsmXLcOihh+Kcc87Bxx9/nPT34UtLBgYGsGbNGhx99NE45JBD8JWvfAW33347IpEIWlpacPDBByMcDuNnP/uZeW0B4LHHHsPJJ5+Mww47DEuXLsXFF1+c1L7XX38dc+fOxbZt23DNNdfg8MMPx9KlS7Fq1SoEAgFzu1gshrvvvhvHHHMMDj30UHzzm9/ECy+8kNTmN954A+eccw4WLlyIxYsX4/vf/z527do1Yj+cc845uPrqq/Hkk0/imGOOwcKFC/G9730PAwMD+K//+i8sX74cixYtwne+8x10dHSY+4XDYdx+++3mdT7mmGOwevXqpHF33333YfHixfj4449x5plnYsGCBTj66KPx0EMPjXp9CGJ/hYQMYr/GMPQ03qyPRcBIZURGMBg0vzjnzJljvgFKxfGHCxuzZ89mhI3BwUGEw+GcEjayCSNiQxAEU9gwPDZisRiCwSAJGwRBEJOkqakJAJKiMXbu3InGxkY888wz5pv9K664An/5y19w/fXX44UXXsDFF1+M9evX48EHHzT3u+222/DKK6/glltuwebNm3HUUUfhF7/4xYj1b968GTfddBPOOeccPP/881i9ejUeffRR3HPPPVi0aBHWrVsHIC6AbNq0CQDw/PPP4+qrr8YRRxyBZ599Fg8++CB27tyJ73znO6bfx1tvvYUbbrgBy5Ytw7PPPosbbrgBDzzwwKjeFVu3bkVhYSEOPfRQy21mzpzJlG3atAmHH3446uvrceSRR6K6utpsrxXPPPMMfvnLX+Lss8/Gc889h0svvRS33nrriPvcfvvt+OCDD3D//ffjb3/7G26//Xb8/e9/x5133omqqipTeFq9erUp3Dz33HO44447sHLlSjz//PN47LHHAADf//73zaWdNls8kNxYwvPss89izZo1eOGFF7Bx40az/ptuugnPPfccbrnlFrzwwgv4xje+gVWrVuG///u/AQDvvPMOvve976G6uhpPPfUUNm7ciHA4jPPPPx99fX2W52W32/Hxxx/j//7v/7Bx40bceeedeO2113DppZfivffew4YNG3D//ffj/fffx/3335/UH0Z7/vrXv2LdunV46623cNNNN5nbSJKEUCiEtWvX4tprr8Wf//xnfOMb38C6devw0ksvjdjfBLG/QktLiP2W4UtJMhmFoes6uru70d3djcrKShQXF5t1p6sNdrsddrsd+fn5AOKhuJ2dnZBl2VyK4nK5krKiGGlLp4pcmPAnLv/hZUUBvoj4iUaj3KgOWopCEATBIssy3n77bTz88MNYvnw5qqurzb+1tbXhqaeeQmFhIYC4Z8Rrr72GW2+9FStWrAAA1NbWYufOndi4cSO+//3vQ1VVvPjii1i5ciVOOeUUAEBdXR127NiBxx9/3LIdGzZswPHHH48LLrjAPO61116LvXv3wuFwmN+rBQUFKC4uBhCPYli0aBFWr14NAGhoaMDatWtx+umnY8uWLVixYgWeeeYZFBYW4sYbb4TdbkdDQwNuvPHGUZdcdHV1JfXFWOjr68N///d/myKEKIo444wz8MQTT+Daa6/lRnYAcSFj7ty5+PGPfwwAmD17NqLRKK644grLuj7++GN86UtfwqJFiwAA1dXV+N3vfgdN0yBJEoqKigAAPp/PXJJy3HHH4ZVXXsGsWbPM41xwwQX4/ve/j88//zxJtFm6dCnOOussAHHBZsOGDfjggw8AxJf5PPfcc7jpppvM6Jgf/OAH6O7uNj3IHnroIVRUVGDt2rXmkqR7770XX/va17Bp0yZ8//vfH7Efb775ZrhcLtTX1+P//b//h88++wwPP/ww3G43GhoasHTpUmzfvt3cZ9WqVbjiiitMIa66uhonnXQS/vCHPyT5sem6jgsvvBBHHHEEAOC6667Dli1b8Oc//xknnXSSZZsIYn+FhAxivyPR0FPTtHELGJONyJBlGS0tLZBlGfX19XC73RM+1mSw2+1wOp2w2+2oqKiALMumeWhXV1dWChu5RqK/BpAsbMiyjFgsliRsGB4bNpuNhA2CIPY7ent7zckvEPeCcDqdOPPMM3HVVVclbTtjxgxTxACAf/3rXwDAmG0eeeSRePzxx7Fjxw5IkoRYLIYFCxYkbbN48WJLISMQCGD37t3MMo1vfetblucRCASwc+dO/PCHP0wqnz9/PgoLC/Hee+9hxYoV2LFjB+bNm5fk73HwwQfD5XJZHhuIf39rmjbiNsP505/+BIfDgRNPPNEsO+OMM/Dggw/i73//u+VEeceOHTj++OOTyhYvXjxiXV//+texYcMGqKqKr371q1i6dGmSQMHDbrdj8+bNeOWVV9DV1QVFUcwXTf39/UnbLly4MOn3goICM4rl448/hqZpOPjgg5O2ueGGG8x//+tf/8KyZcuS+r2srAwHHHAA3nvvvRHbWVdXl3R9CgsLzWclg6KiIuzcudP8XZZl/PKXv8Tbb7+N/v5+8xnAeA5INJVN7FtBEDBv3jx8/vnnI7aJIPZXSMgg9iuMpSRWaVXHc5yJMDg4iNbWVvh8PsyaNYtrvpkOM9GxwIvYIGFjdEYyZB3OWIUNQRCYrCjU1wRBTHcKCwvx5JNPmr+7XC6Ul5dz77HGd5XB0NAQAOD0009PKjcm/D09PebyzeHZNYYfKxHDe2E0cYG3z8MPP2wukTAwDLmN7XgTfMPE24ry8nK8/fbb5suYsbBp0yYEg8EkocjgmWeesRQyAoEA0z8j9RcAXH311Zg9ezY2b96Mq666Crqu49hjj8WaNWtQUVHB3efee+/FY489hquvvhrLli2Dx+PBv/71L/z0pz9ltvV4PEm/Jz43GeNgpOs1NDSEv/71r3j11VeTyqPR6Kim6MNfPgmCwC0z0DQNl112GTo7O3HdddeZwtXjjz/OFc+GX3u3241wODximwhif4WEDGK/wZgsqqpqvgWfCBMRPjRNQ2dnJ/x+P6qrq5PeImUr2SJsTOfIhOHCBpAcMUTCBkEQ+xOSJKG2tnZC+xrixMaNG7nfsWVlZWhsbAQAZmI4/I1/Inl5eaNuMxxjMnrhhRfi7LPPZv5uTMTdbrfp/5DIaB4Zy5Ytw5NPPom33noLRx11FHcbw/+jsrIS7777Lnbv3o377rsPs2fPTtpu69atWLt2LTo7O7kiA6+NY+mL0047DaeddhqCwSD++c9/4u6778Y111xjGfny4osv4sQTT8Qll1xiliUuzxgrRt+P1Mb8/Hx8+ctfNpfLJGK1xGaiNDc346OPPsLPf/5zczkTAEtfssHBQXN5EhD3UhtPBh2C2J+gJ2Fi2sMz9JzMJHC8ERPRaBS7d+9GMBhEQ0NDTogYPAxRo7Ky0jQPLSwshKqq6OzsxM6dO9HU1ISenh4Eg8Fxh73mKuOJyBgLgiCYy0sMDw3gCyEpEAhgcHAQgUAAkUjEXCJFEASxP2MsN+jp6UFtba35k5+fbwrutbW1sNlsTKaObdu2WR43Ly8P9fX1eOedd5LK//CHP+AHP/hBUpnxbOD1enHggQdi7969SW2pra1FLBZDSUkJgLhvxmeffZb0TPF///d/phmoFV/96ldRV1eHu+66C8FgkPn7P/7xD6xevRp/+9vfAMSjMWpqarBixQrMmzcv6eess86Cw+HA5s2buXU1NDTgk08+SSp7++23LdsWDofxwgsvYHBw0OyLE088ERdddBGT7WR4NpnECTwAPPvss8x2o3HIIYdAFEXmet1444247777AACHHXYYGhsbmWujKMq40siOBSM6J/HcAoEAXnnlFQDsuSUubdF1HZ988gkOOOCAlLaJIKYLJGQQ0xrD0FOWZei6nlFDTyD+RmDXrl3wer2or69PWgdpRSaXlkymLxKFjfr6esyePRsFBQVQFGW/FjZSTaKwYURkAHFhIzHdKwkbBEHszxxyyCFYtmwZbrvtNmzZsgUtLS3Ytm0bvve97+Hyyy+HruvIy8vDscceiyeeeAIvvfQS9uzZgz/84Q/YunXriMe++OKL8dZbb+HXv/419uzZg1dffRW//OUvUV9fD+CLaJDXX38d27dvh67r+MEPfoAtW7bggQcewK5du7Bz506sXbsWp512mul5cOqpp6KjowN33HEHdu3ahW3btuE//uM/Rn3h4XA4cO+996K7uxvnnHMOXn75ZbS0tODTTz/FAw88gMsvvxynnnoqzj//fAQCAbz88sumAepwvF4vvvKVr+BPf/oT9++nnnoq3n//ffznf/4n9uzZg//93//Fo48+amYQGY7NZsMvfvELXHvttfjggw/Q3t6O9957D3/6059ME0ujv7Zt24ZPP/0UkUgEixYtwt/+9jf861//wo4dO7BmzRrT0PS9994bNUrFoLy8HKeccgoeeeQRvPjii2hubsajjz6KTZs2mWLX9773PXz66af4+c9/js8//xx79uzBQw89hFNOOWVM6W/HQ319PQoLC/H73/8ejY2NeOedd/CDH/zANCLdunUrQqGQuf2GDRvw+uuvo7GxEWvXrkVra+uo5q8Esb9CS0uIaYuqqhM29ByJsQgNqqqivb0dQ0NDmDlz5qjrXacDdrsdBQUF5gOKMdEOh8Po7OyEoihwuVzmMpSxLEXJtawlmcAQNhLrNwQ74y2eVVaU6bxMhyAIYv369bjvvvtw6623oq+vD0VFRfjqV7+KVatWmfe/W2+9FTfffLOZTeToo4/GzTffjIsuusj0zxrOmWeeCU3T8Oijj+LBBx9EeXk5zj//fFx22WUAgAULFuDYY4/F7373Ozz//PPYsmULTj75ZIiiiA0bNuA3v/kNHA4H5s+fj0ceeQQHHXQQAOBrX/uamcr1j3/8I2bPno3rrrsO99xzD2RZHvFcDz74YDz77LN49NFHcd9996GjowNutxsHHngg1q5dawoXL7zwAkKhEL7xjW9YHmvFihX461//im3btplig8G5556L7u5uPPbYY3jwwQcxb9483HLLLZb9Zbfb8cgjj2DdunX4wQ9+gKGhIZSWluKYY47BT37yEwBAaWkpzj33XGzevBlvvPEGnnrqKdxyyy1YvXo1LrzwQhQUFODcc8/F97//ffT19eGxxx6D0+nE4YcfPmKfGNx+++249957ceedd2JgYAC1tbW45557TPFgyZIl+O1vf4v169fjrLPOgiiKOOCAA/DLX/4SX/3qV8dUx1hxu91Yt24d/uM//gOnnnoqamtrcdVVV2Hx4sV4//33cc011+BXv/qVuf3PfvYz3Hbbbfj8889RVFSENWvWpLxNBDFdEPRcmCkQxDgYbuiZ6glcf38/ent70dDQwP17OBxGc3Mz7HY7ZsyYkeSKPRYGBgbQ09ODhoYG6LpuTk7TMQnt6emBqqqW5lupwrgmhrARCoWgKIopaHg8HrhcLkbYGBoaQl9f34TXTGeCwcFBDAwMYObMmVPdFABfCBuapiWldTN8NhwOBwkbBEEQBJFFrF+/Hg888AA+++yzqW4KQeQMFJFBTCsS06oCqRcxjGPy0HUdvb296OzsRFlZGcrKyiZU91RlLUkngiAkRWwYEQSGqNHR0cEVNox9s5lMR2SMhjHmDVHIEDba29vhcDhQVFSUtFwl0Tw0m86DIAiCIAiCIKwgIYOYFhhvoIPBIHbu3In58+enbVLGExoURUFraysikQjq6urIYXoUBEGAw+GAw+GwFDZUVYXdboeqqgiFQtyIjWwg20Wn4REZkiSZETKyLCcJH4k+HCRsEARBEARBENkKCRlEzmNMgo1UVpmeWAaDQTQ3N8Pj8aChocHSACtbyYaJuJWw4ff7MTQ0hPb2dmialpTuNZuEjVyY8A9fZjI8YkNVVaiqimg0SsIGQRAEQWSQK664AldcccVUN4MgcorcmnERxDA0TUMsFjMNPQ0TxHSG+xsRGbquo6urCz09PaisrERxcXFK6pyOS0vGiyFsuN1uRKNRzJw5MyliI5uEjVy5VlbtHE3YiEQiZspiEjYIgiAIgiAySywWszQjngiGZ1quQ0IGkZMYE62pSquq6zoaGxuhqioaGhpMPwci9RgTbV7EhmEemihsGFlRMils5MKEfqzinpWwoWkaotEoIpEINyUsCRsEQRAEQRCpJRaLYdu2bXC73Sk7piiKOPjgg3NezCAhg8g5NE2DoijmUpLECZTx/3S+JQ+Hw4jFYvB6vaiqqkr5ZHn4ZJAiNFgShY3CwkJG2Ojv78+YsJFL12ai5rOJ+yUKG5FIxNxGFEXY7XYSNoiM0tLSgptvvhnvvvsu3G43zjjjDKxatSprlp0RBEEQxGQwzPBvuOFmNDbumfTxZs+uw+23/xyKopCQQRCZwpg8GVEYvIwk6RQyNE1DR0cH/H4/JElCTU1NyuswyKXJcTYw1cJGLkzYU7XcKvFzZxiHGj88YcPIimKkfCWIVKHrOn70ox9hzpw5+N///V/09PTgkksuQWlpKS666CJme0VRMDAwAKfTSUIHQRAEMWmMaNWCgoK0e+TtadyDzz/7fNLHmU5PYiRkEDnBcENPq7Sq6RIyotEompubIQgCampq0NnZmdLjTxXTdWI5XmHD8NiYSH/kiuiULt+Y8QgbiUtRSNggJsuHH36Izz77DBs3bjRTO19yySXYuHEjV8gYGBjAnj17Mt9QgiAIYlpTV1eHkpKS9FYiCPGfVBxnmkBCBpH1GFEYqqqOOVw9VZNLXdfR39+P9vZ2FBcXo7y8HJFIJK2TV1pK8gWp6geesBGLxUzzUEPYcLvdSeahY51o58KEPJ0GuImMJGxEo1HEYjEAIGGDmDTbt29HTU0NCgsLzbKDDz4Ye/bsQSAQQF5eXtL2TqcTAFBVHUZ7mxt1s4OQJEDYuYt7fKG1iylTdvmZsnAbf9x29OazZWHWT6kpxH8UC3N83Uo5UcBFzviGgsOGqiuPQvuv3oAeUzDLG2S2LcwLM2W+WXwDOamUbatQXcjZUOLuj30vHhLRhyLsZnsH+PtrOjTJhr1Hn4Haf26GqCoItfLrUhT2GvQG8piy4jy2TwDAUygzZd3t7P5RhX+tSnwBpiwUcTJlrQEvBIeEoiuOhn/9P6HH4n1klzRmW7fIXpeeGN+PqyvCtos3KsNsNQCAYjv7h5YwG7WkWXwlz/JoEB0S6lcdid3r3oQWU2HjNGCGJ8TdP6az17XAEWPK+qJsnwJAW4gtd4hsY0XwT6DczdY1JNsh2CWUXflldP/qdeiyCofIjmkAUHS2r0pdUaasqnSQu7+rmm2XHmHL+pv55y9JbLvcReyYBgBnpQ2qaMOeJaei7p3nIGkKhAofs51QVsDdX2/tZcv87H0l2m7RVyG2r9p62HtlUOV/1poC7GegVwZsDglHrVmKN+7YCiWmojvMv9YtMfaz2i+w5+SXG7n7ByJNSb/PmjUTN910g/n9QmQWEjKIrMUw9FQUxcxKMtpEJ5UTIVVV0dbWhkAggJkzZ8LnY2/0RG4iCAKcTiecTuekhY1cEZ2mqp0kbBDpwu/3o6Ag+WHb+N3v9zNChrGcpL0tbpi2p9G77y+H8ivgrR6c5IrCyjGWTYaqK48CAPDkiZ4xlqWNYk5Z7ei77T36jJRU3zfO8rHCToP4JJ5+0RVHj7seq7GS6jEEAHMmuF/9qiPHvQ9vMsKbhls9hc0dd42jk2irWHbll1NyzPaUHCV17Fly6vh3OiD17eAt9LO61gePcqyj1iydZGsmRmaWK4rg99ZEjjM9ICGDyEqGLyUZj3FgKiIawuEwmpubYbfbMWfOHNjt9pQenxg7mYoimIywkQsT7kxFZIzGSMJGLBaD3++HLMsoLi4mYYMYkYmOh7rZQexp9GLe/CFIEiB++BH/+I2tTJn8UTdTFtzDb0dTRxFbFvQwZTsCfLO1AGcmV+Viv3vKXPsiMpw21N59IvZe+zL0qIID89m3vyUFbERC0QH8N7dSFeuQL9aVsRvaLCIyFE5ERj9bv/KZhYyg6VBtdnz2jUsw94UNkBQZQ438umSZfTDv7Gff8pYXDHH395Wyb+Rb97JvpMMy/7G5sojt60CIfXO8eyAfgtOGsju/ge6fvQA9Gr92Tk5Ehldir0t7hJ+1oDVkZ8p4H4+gyh+r5Q72Wu0Ksn1tFZFxQJ4K0WXD/HuPx/af/A1aRIGdM1dqyGPfhgNARGPrKuFENHSF+effyHlL7+REZEgC/wRmeNhIIX/MAcFpQ/Xak9B23UvQowpcnMgHAJA19mSrPGyUQm01G9EFAJ46tl1aiC3r2cmPyLHZ2HbllbFjGgBcM21QJTs++ep3Me9/HoGkyhBnFjLbCdX8ZRJ6Ywfb1i72cx3Zy++rWIDtqz3trMI5pLBjGgA+H2THQGdUgM0l4cT/PA4v/3ALlIiKtiA//GhnhI0A6xXZ5eJdsU+4+w+Gkj0qDjjgAPz2t7/hbkukHxIyiKzDSKs61iiM4UxGaNB1Hb29vejs7ER5eTlKS0szPnkioWTqGY+woWmaOSHP5ol2trZvuN+NqqqIxWJmn0ejUdNjQ5KkJAPRbDwfInMUFxejv78/qczv95t/s8JYCSFJ8R9R4D9wCzob06Ap7ORAjPHfbglRdiKqR9hjqpwQfgBQOPqCygmN14fFXuhRBXpEgeBkDyDG2DKJc04AIHFCu0VOn8Dq+0rnCBkap08s6k+cNUuKDEmJQYzxH1tFjpDB63/e+QOAJLNt4O0vyPxz5R1XiLKT88Trb1yneAM4ky4b29e88QMAaoTnGcbZjrMEBwA0jb1WCic030rI0BIm0lpEif/whrWd336o7IEFgXOtIvzJrcbpF40jZAgWQgY4y3j0hM+1ca10CyFD55yswBGixJjFZ03htJVTJsb4Qp7IuX68MQ0AUkJfS6ocFzI4n0sBVufK2Vbl3Fdk/rXmnkOUs63MH6sq51orCeNfiahQwgpki3VU0TDb1rDI9lUoxopbABAMJos24TArWKULYd9/qTjOdIGEDCJr0HUdiqJAUeI3qYmmb5yoEKAoClpaWhCNRjF79mx4POybs8kcP1vJ5nPJlrZZCRuGqBGNRrFz504zWsPIipJtE+1saw8PQ3CR9s02jTFgeOXEYrEkYcOI2LDZbDlxfkTqWLBgAdra2uD3+1FUFI9++OCDDzBnzhx4vV7L/eKeGIdC/PAjiIIKbeFC7na8UGE7J8rAZ+cvLKgF+/ZV6mQfrlWdjRwAgJDC1l/tZt9SV+7zHdCddsQAHJg/CMEpo3Y2W7+zmv2M2BdYLEzwcd5++zj92sv3uNBb2EgLtZedHASbmKJ4uzw6VHv88x/z65BkHeEwfyIrcYQAkTNp1TX+PUJys9vmcfraaiLsKWAnRw4nO1YGIi5gX3mpMwpjAZCDM0Eu8rITJLvIn5xpuvV4T6TfIqIk387Wn29nJ5x2jjgAAGVOBcI+i4BSpwJdV7j9X+TmTw7DMntd8zgRGYEY//oX2Pnlw7Fqv82iX4ej6fzxE1LZzyqvrYFBvo+Ca4D1Dgl3s9fKH+RHpPg4fWX388/JWalBt8X7QY/p0BUN4HjXQOPvL8woZcpEjsLlAt8PRepiPyuVQTZSyhfhR6oNcMawINgh7YtWq3TpUKFzo2QAYFBmF61ICjvWow6L6KFY8n3VYUuzwWciggAIKVgWMo2elUjIILICY5Ki7btxTmat2UQmM4FAAC0tLfB4PJgzZ445iSIIHonChpEOuLCw0MyK0tfXB13Xs0rYyNaIjOHoup70+U9chmL8HWCFDUEQmKUolGJzejNv3jwceuihuP3223HzzTejvb0dDz30EC677LKpbhpBEARBEGmGhAxiSpmIoedYjzvW7bq6utDb24vKykoUFRWNyVCUspYQiYiiaAobRUVFSREb2SJs5JKQMVI7hwsbxj4kbOyf/OpXv8JNN92Eo48+Gl6vF+eeey7OPffcqW4WQRAEQaQYMvscDgkZxJQxGUPPkRirEBCLxdDS0gJVVVFfXw+Xi2+ixIOEhsyR7ZNv3sQ7MWJjuLARCoXQ1xcPuXa5XPB4PPB4PHA6nWk911wZsxMRXBKXohjHMIQNWZbNbUjYmH5UVlbioYcemupmEARBEERaEQQRQgqWlqTiGNkCCRnElDBZQ8+RGIuQMTg4iNbWVuTn56OqqmpcE5p0T6wzOXHPdpEgVxhLFM9YhI3ErCipFDaMz0MuXO/hS0smwkjCxkjpXknYIAiCIAiCyA1IyCAySqKhpzFhSfXkaiQhQ9M0dHR0oL+/HzU1NSgoYNOrjeX4QHpD9XPl7Xm6yYV+mEgbecJGNBo1s6KkWtjIJSFD0zTYbKn9auIJG0ZEWKKwwcuKkgt9RhAEQRDEdEcEkAoPv+nz0oaEDCJj8Aw90zFJsDpmJBJBc3MzRFHEnDlz4HDwHZEJYrxMdhwLggCXywWXy5VWYSMXJuWZ8PIwBAojAsMQNhRFgSzL5t8lSYKqqhAEYUKiJ5GdCK1dQA0gNLZC0BXLSBxtwQKmTOQ4+dts/AdLn9jNlM0U+5ky3SITwmCU/Y6q9LFO+oX58ewWmsOOFgDlxUMQYzJcM9jzkso5WQ/c/EwK4J1XB5uhRY/wU5pqfjaTgi6z/adxUqcCgCBoprm+IMR/3G5+Xa4CTkpGTiYCl4e/v62Y3bZgiM0aIvbyhWu7hz0vex5bVugPQ3faMQSgwB2BIMbbo3IyLDhdbFsLVX7Wj+IYO1acnEwubl6aVwBFDjb9ZFhl+8RtkX60zjdkZs2ZlReAYJfhsLHbVtcOcvdXouxnwFnMttXVYnH9e/ntGo4k8M+/OJ/NsOH0+6A745lHajwhCJIMySLrSW+EXZpc5GKvlcfLT4nKG3/2ICdDEic7CQAUlrDt541JAJDK8wApfl5SmQuSKgEezvNw1CItspe9hwiz2cxHUjk/LalYE2TKyp1shiO5j78/737pC3gBV3xK25AXBmwK7ILVcnE2m4wvzGYysYfnc/cW8pI/q6Uei6xPREYgIYNIO0ZYt9/vR39/P2bMmJH2iUriW3Jd1+H3+9HR0YHi4mJUVFRMqv50R2TwjpkrRo37I+m4NuMRNgzz0JGEjVyKyEjF0pLxMpKw0dnZCQAkZBAEQRAEMWWQRwYLCRlEWkk09FRV1cwokE4Sl5aoqoq2tjYEg0HMmjULeXl5KasnncsecmFJRabIhcl3urESNgyPjd7e+FtSK2Ej14SMqW5norAxFcIKQRAEQRBEMgKElCwLyf5nwbFCQgaRNoylJKqqQhRFc1KQbgwhIxQKobm5GU6nE3PmzEnZuvupnmQR2cVUTLwThQ2jDSMJG3Y7G0qZrWSDkJGIpmlJ/hoEQRAEQRDE1ENCBpFydF03s5IkGnqONS1qKhgcHMTQ0BDKy8tRWlqa8qwoQPqiJjI9icvm6I9sbptBNrRxNGEjFIqvn21razPTvTocjqwSDAyyTcigiAyCIAiCIKYaASlaWkJmnwTBR9M0KIoCVY2bFCUaemZCyFAUBdFoFNFoFLNnz4bH40lrfekiGybHxNjJpok3wAobkUgETU1NcLvdCAaD6OnpgSAIZsRGNgkbmqZlRTsMSMiYfii7/EANIH/UDU2Jwa7wjQJ5xp7awoXsdhbjw2ZnH7F8YgdTNgt+7v6RELt/QQ1r9mcvjUcMqTYdLQAK5umQFA22hdXsQT0cY0+OeR8AoLufKdL2sKZ86gDfFDCwk+0XWWbPqa2H7z9TEghB22e22NfmgRi1IxTlR5eVgjUQ5G1r9dXqHWLNEnkoqoUxrMzes+yF7HYuhwLNLmAIgNOuQNTjJqUxTr84PayBqc3GN3AsDLPGhm47a4wpa/x7q5Nj4skz9ixysG0CAJ87Cs2poQ9AnjsKUZRht7P72/L4F0C0s+WinW2r1fl7OGalUU6f2izMTnnGsCHFBkgS3ADCigQoOkSLr6a+GDvWBLCfK6mHf/62PQNMWVc7a0DZHfTyG8A7Zj//XO2FQag2B7AEkJtD0JQYBJH9/Ei9bBkAiLPLOIWcjikr5O4vcO6X9lnsfU308o1tS/tZw2NVE0yz2Qp3GIIoI6jwp7hBlXNf4EzsIyr/vhiI1Sb9XqIXc7cjMgMJGURKMAw9jSgMXtrCdAsZgUAALS0tEAQBpaWlaRMx0h2RQSSTTZPaXMXweyguLkZxcTF0XUckEkE4HE4SNgx/jakUNigigyAIgiAIYjgCUpM6NXuesSYLCRnEpEk09ATAFTGM8nRM/nVdR2dnJ/r6+lBZWYnBwcGsmgiNFxJKcotsm3jzGN5GIxrD7XZnnbCRbcKBpmlZ1R6CIAiCIPY/KGsJCwkZxKQYbug50kQnHUJGLBZDc3MzNE1DfX09XC4XAoFAWkWATAsN0WgUgiDA4eDk+Z4k2T4BJ1LDaGLLWIQNURTNbdIpbGSbMJRtwgpBEARBEARBQgYxQQxDT0VRzDeWo00+Ui1kDAwMoLW1FYWFhaisrDQnG5kyFU232aeu6+jq6kJvby90XYfD4TD9DNxu936RSSEXolKybeLNY7xtHI+wYYzHVAkb2dafJGQQBEEQBDHVUEQGCwkZxLgZvpRkLCIGkDqBQdM0tLe3Y2BgADU1NSgoYI3C0j0BzsREq7GxEZqmoba2FoIgIBKJIBQKobu7G7Isw+VyJU0kabJFWDHZz4OVsBEKhRAIBNDd3Z0yYSObhAxN00jImIaE2+LjK7hHgBgT4bP3crez2VixmDcWtAULuPvzRo2kswZ8eQprAAoArj6OsWc5a1QnluwzehTjf5PK3JA0G9/Y08mJ7OtiDTwBQB9izfaUTrZNaph/fwkMsWZ5MsdUMcIpA/YZ+O0zp9T2/dtp55tNugrY8kIlzJRJFmaPUgHbBpeH3Tafc0wAsOVzymay51/UH4ZqV9EDoLAiAkmOm1SG+zlmn4Vs/QLHFBMAqmKDTJk7nzX7dHezZQDgcrPlksjWVeTln3/ZnCBUuwN9AMoaQpDkGASJvY876vO4+2sD7LjSFbZ+ycG/fnkedn+Xwo4JN+c8AUByssakpVE7dKcdIQAlnggESYYoWIx1jrGox8bWL1jszzOLDcvsZ12z+CrXdc7+Fsa4cn8I6r5xJA/o0GQdSpi9W9n6+GabzkA7UyYWsfca0WURRVzEmpgKNk79M/if9UKtlW3TXj9UuwO7AcyY2Q9JjsHWwh8rLomtv8DGttVt8bLQFShJ+r3MyTcrTgcChJRkHBFG8cj49NNPcdddd+Gjjz6CzWbD0qVLsWbNGjQ2NuKCCy5gIsTvvvtunHTSSZNu10QgIYMYF0Za1bFGYSRiCBmTmahEIhE0NzdDkiTMmTOHu9wiE5OgdEZ9BINxp2in04mqqiqoqgpN0+Dz+eDzxW/AsiwjHA4jFAqhs7MTqqrC5XKZERsulytrJoOTJdvPI5sm3lakuo2JwoZx/FQIG5O9P6Qa4zNOQgZBEARBENOdWCyG7373uzjvvPPw0EMPIRAI4Morr8Qtt9yCCy+8EDU1NXj11VenupkmJGQQY0LXdSiKAmWfwj1eEQOY3IRU13X4/X50dHSgpKQE5eXllsfL1NKSVGMsJenp6QEAVFdXQxAEM/IlEbvdDrvdjvz8fDNCJhQKIRwOo7+/H5qmJaXWdDqdlv2Vi32VTeRK/6VTHBivsOHxeGC325k2GX1JQgZBEARBEMQXZGJpSTgcxtVXX43TTz8dNpsNxcXFOOGEE/DYY49Nut50QEIGMSqGoaemxcO0rLKSjEai98N49ldVFa2trQiFQpg1axby8vihiYn1ZGJpSSrrkGUZLS0tUBQFdXV1aGxsNEPax+I94nA44HA4UFhYCF3XEYvFEAqFEAqF0NcXDxtOnEROVWrN6Uq292WmoxyGCxuapiEajSIUCmFoaMgUNhKzotjt9qwTDrKtPQRBEARBEOmioKAAZ511FoD4M1BjYyM2b95sLh0JBoO49NJL8e6776KgoADf+ta3cNFFF03ZczAJGYQlEzH0HImJZPsIhUJobm6G0+nEnDlzYLONPmRzLSIjEAigpaUFXq8Xs2bNmvTxBEGA0+mE0+lEUVERdF03J5GJRo0ejwe6rps+ANk4Gc+F65grbZzK65uY8aSkpASappnmoYnChssVX+svy3JWiG2GeEtCBkEQBEEQU4ogpMaocwzPVq2trTj++OOhqipWrlyJK6+8Ep988gkOPPBAXHDBBbjvvvvwzjvv4Morr4TP5zPFj0xDQgbBZaKGniMxHiFD13X09PSgq6sLFRUVKCkpmfJJTSKpEEt0XUd3dze6u7tRVVWFoqIiCIJgTp5ShSAIcLlccLlcKC4uNieRxttxWZbR2NiYlBHFbuebRBF8smls8phqIWM4hpDm8XiShI1AIAAAaGpq4kZsZPocSMggCIIgCCIbECCmyOxz9GPU1NTgo48+wt69e3HjjTfipz/9KdatW4fHH3/c3GbZsmVYuXIlnnnmGRIyiOxhMoaeIzFWIcNYZiHLMurr683w9PHUk2oxINUoioLm5uYRzzFdb/oTJ5GSJCEYDKKoqAihUMj0IbHb7eY2xnZTRTZNwHnkSkRGNmOMSZvNhoGBATQ0NHAjNjItbJCQMT3p6I2nmGjqKIIQlVELP3c7n9jNlNns7GOT1ejgZTPhbWuLsT5IACD5g0yZUF3EOUD8/iwI8bYJM0sg6Arg87DbdrLnqu3hZ22RW9lMEL07XExZyCI7wt4BNpWHrLE90BHh7z8k2yG4bCgGsKuvEHpEscwawcva0B9i26rq/KvVYGP7QOA8IXd2cNKTACgIsNk8isCWDfU4oDni5xvotUOM7WvrEHutRGmIKXNysrMAQJjThw5OJo5QlJ9JIsbJHBPkZM3I1/iZLNQwoCpf/BsyIHIyrPCykwD8DCV6mG0/7zoDgN3OPvPFYuwFjMUsMuSE2XPtCbkB1QY3gN6QC4jauOMXAJrDbNaOfk4mE1+Uk0kIgKKyx20cZLNrBBR+/RLncxFR+efqbpPNMdjf7oYYsyHC6SunnX9fKpXY+5Ityva/WMFuF29YjC0r4CwZ1/gZcsR89lrZvBEzo4/Nq0OSdThs/Pb7OJmPXDH2mF6LGbLXljwG3VP3eJx2BEFAXV0drr32Wpx55plYs2YNiouLk7aZMWMG/va3v01RC0nIIBJINPQcqz/DeBiLkDE0NISWlhbk5eVh1qxZE5pAZ7tHRjAYRHNzs7mUZCpFAiB+Ll6vF16vF0BcyDIyovT29qK9vR1Op9OcRLrd7ilvc7aRC2JLtrcR+KKdVhEbPI+NxCiiVJ+j8Rmn8U4QBEEQxFQSN/uc/PPISMtTtm3bhtWrV+Pll182l/MbL3W2bt2KwcFBrFy50ty+sbERM2fOnHSbJgoJGQQA1tAz1SKGgZUAoGkaurq60NfXh6qqKhQWFk64/kx5ZIy3jsTlMpWVlSguLuae40S8RCYKr35JkpCXl2eaqiqKYgob3d3dkGWZSfW6P7+xzvZoB4NcEDI0TeO2M1G0MLYzhI3BwUF0dXVBkqSkdK+pEDbI7JMgCIIgiGxAQIqyloywtGT+/PkIh8NYt24dfvzjHyMcDmP9+vVYsmQJXC4XVq9ejdraWixZsgRbt27Fpk2b8Itf/GLSbZooJGTs5xhRGOFw2HzwT3eaxuETv1gshubmZui6joaGBjid/NC78ZCJiIzxoCgKWlpaEI1GJ7RcZiqx2Wzw+Xzw+eJhjkaq11AohPb2dmiaxggbqRpDJBKkhlyKyBiLaDCasNHZ2QmbzTZpYcMQdikigyAIgiCI6U5eXh5++9vfYu3atTj66KNhs9mwdOlS3HHHHaioqMD111+Pm2++GZ2dnZgxYwZuuukmHHfccVPWXhIy9mMMQ8/BwUG0tbXhwAMPTPtkZ7iQMTAwgNbWVhQWFqKysjIlbz4zMWEbT9SHsZTE4/Fgzpw5OT8pstvtKCgoQEFBgTmGDGHD7/dD1/UkLwOn05kTk+iJkgtiSy4JGRNpZ7qEDfLIIAiCIAgiGxAgQsyA2ee8efOwceNG7t9WrlyZtLRkqiEhYz/FWEqiqipEUczYRMcQADRNQ3t7OwYHBzFjxgzk5/MNtCZTx1Sj6zp6e3vR2dk54lKS4QxfWpLNE1BBEOBwOOBwOFBYWAhd1xGLxUxho6+vDwCSjEPH+2Y8m8/fINvbON2FjOGMJGwMDAyYwsZw81Bee4zjEdOHjrALlQCagh7oEQVSJ98ceqbYz5T5xA6mTNL5+/NGDdcA1MKcWuhj6wcvrNisf98jnWFIyjH21PtYA0m5mW/gGO5h6+oaZE35wgr/UbKNY4Aoc8wae2P8z5dbskMU42af/pgdWkyAW+L3VZhj1qdx6rIya4xG2BcMngK2LrtF/TwTSp5ZqNsnQ3MI+/6tQIzJAIBwhDUglBxsXY5SfvsLQyGmzFPJPgeVKgHu/ry+4p1TiYWBo6NchGqLt81RJkJSRIDXVRY+7FqQNWaMdrHb9fdyDGwBSCJ7rjxj0zyRbzYa4xhzqroAIN4HKgTAwmgUAGTOeQU5xpyyZmFWGmLPq5Vj4Bqz6D9PhDW2HZL5L82c/gLAaYMTQGt/PhBVMMQ5f4fIryzKOa7Py/ZrsdjJ3V8qY9sq1nI25BmAAhCrC5kyp20QqhTvL+ccNyTVhtIgf6w7OWafksD5rIsWY23YBzuPvxmRIUjI2M/Qdd3MSmKEcRtCRiYQBAHRaBStra2QJAkNDQ1wOPgu2pOpY6rNPhVFQWtrKyKRCGbPnm1OqCZCus8llccXBAFOpxNOpxNFRUXQdd2cQAYCAcak0WoCmUvkgkiQDcLeWEhXX/KEjXA4jHA4PKKwMdalLiPx6aef4q677sJHH31khmiuWbMGjY2NuOCCC5j73913342TTjppUnUSBEEQBDG9iC//z43I9UxBQsZ+hLEMQFXjyrdh6CmKYkbSleq6Dl3X0dbWhtLSUpSXl2fUUDRThEIhNDc3w+VyoaGhwXT9HQ/T5SYjCIKZ6QTgvxm32+3m5NFIwUmkllwQW4DMtVMUxaRMPcOFjU8//RRr165FfX095s2bh/LyctTU1Iy7nlgshu9+97s477zz8NBDDyEQCODKK6/ELbfcggsvvBA1NTV49dVXU316BEEQBEFMM+JZS1IhZEyfKFOaMewHGEs5jCiM4YaemZj4q6qK1tZWKIqCiooKlJWVpbW+qYjISFxKUlFRgZKSkklNynLlLfp4sHozbvhrdHR0wOFwmG/GjaVP2UwuiASpiCzIBFZZS9LNcGGjpqYGV111FV577TX8/e9/x4YNG1BRUYGlS5fihz/8IWpreXGwLOFwGFdffTVOP/102Gw2FBcX44QTTsBjjz2WztMhCIIgCIKY9pCQMc0xspIoSnxNGC8rSaInQzomEcFgEC0tLXC5XHC5XCnJSjISmZoIJQoNhlATCoUmvZRkf2L4BFJVVdNfo7e3F7FYDJIkQRAEU9zIhQl5NpLtYguQPaKQJEk45phjcOCBByISiaC+vh7vv/8+3n77bYTD4TEfp6CgAGeddRaA+Lk1NjZi8+bN5tKRYDCISy+9FO+++y4KCgrwrW99CxdddFFW9AFBEARBENmDABECJp8wYDSzz1yChIxpTKKhp7GEhIdRnupJhK7r6O7uRnd3t2l22djYOOX+FamqwyAcDqOpqQlOpxNz5sxJydKI/XUiI0lSUqrXjo4OqKoKVVXR1dUFWZaZVK9TLWxky+R7JHKhjUD2RY4Y7fF6vVi2bBmWLVs2oeO0trbi+OOPh6qqWLlyJa688kp88sknOPDAA3HBBRfgvvvuwzvvvIMrr7wSPp/PFD+I9NAUsqESwI6AA2pYhKrzzaZ5ZoezwBpo5imsASgA2GKsgSHP2FNbuJC7v/ivfzFlPANQvS1uqqyLdqAI0Dv80DUZWusgs22sTWbKOnfzTfX8QTZN+CcDPqYsYmGguTvAlvO+mf1R/ve1otkgaTY0AGgM2aCGgTwbf1u35GXKwir7wB/gGDACgCQUMmXFIVa0bB7kjxXHEOdai31M2WDABd0Z94Xq7syDEI1fj5Yhtl9DUdY/qirGXlMAGBhgr5UgsMacg0P81O+yyvZLlGPiqloYs6pDKlR7fGyrAQ2QNfC+ctSghVkq67+I8BDrnyYr/EmczcmOa56BqcI5TwAYjLAv2PpjDgiiDXkABmIO6DERUQuzzq4oe1wbZ1PR4ms4xjluS4gt0ywebT0Se636Zf65uiQXBM2GegCtYRf0iIK+GNuvkkVbeYa5ZVHWMNi1t5dff4A1pnV42XFtfDYYbGz9gl2CIMbPQbBJEEQNNi+/s7wqa0yaH4oxZSUWJsahYfcQlz1z0dO0tISFhIxpiGHoqSgKNE0zvTCsMP5mbJsKZFlGS0sLZFlGfX296ZFg1JNOMiVkaJqG3t5edHR0oLy8HKWlpSkXgvZ3RFGEJEnmUqTEVK/t7e3QNC0ppabL5cqJCXumySUhI5vamar21NTU4KOPPsLevXtx44034qc//SnWrVuHxx9/3Nxm2bJlWLlyJZ555hkSMgiCIAiCIEaBhIxphpWh50gMT/c5WYaGhtDS0gKfz4dZs2ZBkr5QerMho0gq0HUdfr8fsiyjrq7OXBqRa2TTpJHH8Imk3W5HQUEBCgoKzFSvhseGkeo10TjU4XCk9RxzIUUukDuiWLYJGakUdwVBQF1dHa699lqceeaZWLNmDYqLi5O2mTFjBv72t7+lpD6CIAiCIKYTQoqWhWTPc9ZkISFjGmGkVR1LFEYiqRIyNE1DZ2cn/H4/qqqqUFRUxGyTyVSv6cLIbuBwOFK2lGQ4U515JRdITPVaWFgIXdcRjUYRCoUQDAbR09MDURSThA273Z5VE+VMkW0CgRXZ1k5d15OE2PGybds2rF69Gi+//LJ5nzAi0rZu3YrBwUGsXLnS3L6xsREzZ86cXKMJgiAIgiD2A0jImAYMN/Qcj4hhMNkUrNFoFM3NzQCAhoYGS0PPXI7IMKIw2tvbYbfbUVRURKlCswhBEExD2eLiYui6bqZ6HRoaQnd3NyRJMpehGMLGZMiliIxsbyOQ2giIVDBZz4758+cjHA5j3bp1+PGPf4xwOIz169djyZIlcLlcWL16NWpra7FkyRJs3boVmzZtwi9+8YsUngFBEARBENMBQZAgCCkw+0zBMbIFmoXlOIahpyFC8LKSjIXJTP77+/vR1taGoqIiVFRUjPjgn4nJVDqEDFVV0dbWhmAwiNraWvT29ubExHA6MNF+FgQBbrcbbrcbJSUl0DTNFDYGBgbQ2dkJu91uRmu43e5pLUzlwnjNNrPPyQoreXl5+O1vf4u1a9fi6KOPhs1mw9KlS3HHHXegoqIC119/PW6++WZ0dnZixowZuOmmm3Dcccel8AwIgiAIgpgOiPv+S8VxpgvT96l9mqPrepKIMZEojEQmMvlXVRXt7e0YGhrCjBkzkJ/Pd/MeXk+umX1GIhE0NzfDZrOhoaEBdrsdfX19aY0sSTyHdE9A95clLKIomqIFEB+/if4a0WgUDocjSdgYbVkBRWSklmxrZyraM2/ePGzcuJH7t5UrVyYtLSEyQ3hfhoSADCgy60JvMBhlsyZEQuxjk6uPdcEHAMnPZo3gZR3hZScB+NlMxA8/ZI+pxD2xBCHeNqEsH4KuQOjl1C+ymQB42VkAIKKy58rLUDIg8/f3x9jvlpjKlvVEOCkrADgkB+z7Dt0dAeQIMGCRSsFrY6NAeRkmImxyEQBAgd3FlPGyXvhj/MfmPE6KimiU03+KDfq+DBMRxQZB0ffVxR5TEtlCycF/fhIEdltehpEAZ0wDwFCMjU4McrI2+CzGuiccg+aIH2Ow2QExJkCWx/7Wl5eNpDfIprHv4WQXAQCXxF7Y3hh7rl7OdgAwxKl/b8gOSbWhBsDOoJHhiLs79gyx18XGSVHCSbgBAIhpbP0tQbatvM/PviMzJQGZv61NsEHS41lL2sI2qBEgqLBtdVlcvlJONiCRc11K+iwy5ITZDCH5tgH2mL4AvwGcPtBCGlSbAzgckPcEoSkx+Jv49cc417onxG7bYTHW+oZlg/Fy+o7IHCRk5CATMfQcjfFO/sPhsDm5nzNnzphD9HNtaYmxlKSkpATl5eVZNcnaH0jnWJEkCXl5ecjLi6ceVFXVzIjS3d1tpnpNzIqSTdEC4yHbBAIrsq2d2RYhQhAEQRDE/okAITXpV8nsk5gqNE1DLBZLSRRGImP1yNB1HX19fejo6EBZWRnKysrG1YZcMbHUNA1tbW0YGhrCzJkz4fMl53jPlfMgxo4kSfD5fOa1lmXZjNjo7OyEoihJxqEulyunIjJyARIyCIIgCIIgeEgQkAp/C/LIIDKMrutmVhLj4TqVD/xjmZgrioLW1laEw+EJpxzNhYgMYymJJEnjijZJJSSUTD12ux12ux35+flmFFQoFEI4HEZ/fz80TYPLFQ9HjkQicLlcWTUJTyTbBAIrsq2d2WY+ShAEQRAEQcQhISMH0DQNiqKkdCnJcEabOAeDQTQ3N8Ptdk8q5Wi2e2QYxqXFxcWoqKiw7OfpIjRk06TRimxooyAIcDgccDgcZqrXWCyGoaEhhMNhtLa2AkBSxIbD4ciKtgPZJxBYoWlaVrWTIjIIgiAIgsgGRAgpMvvMnuesyUJCRhaTaOhpTETS9ZBvNTHXdR3d3d3o7u5GZWUliouLM24qmok6NE1De3s7BgcHuUtJeGRKyMimiR0RRxAEOJ1OCIKAvr4+NDQ0IBqNIhQKIRgMoqenxzQXTUz1OpXXMhfGUTYJB4bgmi3tIVJH6T4PwCqXDhU6qt18A8NKjtlcQQ27rb2cH7UnVBdxCtnxxDMABfjGntqCBex2WtwsVNfj4cJ6aTF0QYUY5rQ11MWUFXFMSQG+KV4pxwBPtAhTLnKw5TGOASfP6BAAvDbAeGfisQGKDbDw+oTEM7vkmHVy/BcBAHaRfcHC21/mmJ0CgADWmFHlbBuWbYAowQYgIkvAPkPGGGdbntmoHOb3VT/HrJBn4todZk1Nrerv4xiA5g/xI3FLNQG6Et8+EHJCiPL7yeNkzWYBwG5j+8/nZMcvzxTVCp5ZqcgZJwB//PAYT/0OThe4OaawAJBvZw9c5GSvdVjhN6CQ4+HqsviwVDgViM7438qdKjRdRczObuu18V861uWx9wuvgzXwLK7h31d4iD7OdNSis5UBdqxEuiVo+zo83CFCjInoGszj7j/IGdeNQfbz02bxWWsPJ7erOAQs5m5JZAISMrKU4Yae6RQxjOMPj5SQZRnNzc1QFAX19fVwu/kOwOOtJ9uEjGg0iubmZgiCgIaGBjgcfFfv4XWkk+kS8TFZcqEPjM+my+WCy+VCcXGxmeo1HA5jaGgIXV1dsNlsSRlRMrlkKVciMrKpnSRkEARBEASRLQiCBEGYvL9FKo6RLZCQkYUYURg7duxAZWXlmKIDJosoikmTxsHBQbS2tsLn86Guri5lD/OZnKCPZVI0MDCA1tZWFBUVobKycsyTKBIaCMBaaElM9VpSUgJN00zjUL/fj46ODtjtdnMbj8czaqrXybYzWwSCkcimdhrXloQMgiAIgiCmGgEChBQsLaGsJURaMAw9FUUx14pncvmCsZSls7MTfr8f1dXVKCwsTEs96WQsEyFN09DR0YH+/n7MmDED+fn5aW3TeMmWyVw2kO19MZb2iaIIr9drGuSqqmoKG729vWhvb4fT6TSjNdxud0qFjWwSCEYim9pJQgZBEARBEET2Qk9oWYKxlGR4VpJ0G2MaCIIAWZaxe/duhEIhNDQ0pFzEMOrJlJBhVU80GsXu3bsRDocxZ86cCYkYmTgPivjIfiZ6jSRJQl5eHsrLy1FXV4f6+npzSUp3dzd27dqFpqYm9PT0IBQKTfo+kCtjKZuEDGNZXzojZYix8c9//hNHHXUUrr76auZvL7zwAk444QQsWLAAJ598Ml5//fUpaCFBEARBpJe41efk/0tFVEe2QBEZU0yioaeR6s94kB++3COdyLKMwcFBM1tHut5CTrWQkbiUJJ3nmUp0XU9rn+XKJDdbScXE22azwefzmcvIjFSvoVAI7e3tZqpXYxnKeFO9ZpNAMBLZlLWEIjKygw0bNmDTpk2ora1l/vbRRx/huuuuw913343ly5fjL3/5Cy6//HK8/PLLqKystDxmkVMBAJS5FOhQUOkJcbcrzA8zZfZSVtgSS/gGirBxRDCdFSX1tj7u7oLCmtoZxp6JaAsXxv+vAvgQ0BYcAkHij12JY6CXp3Ry6wcGmZKwzHr7uC0MJAMqWz4k8ww0+WJhiVOH5Ii3t9ihQx3BadHHMYvk+SpamTqWuSJMmduuMGU8A00AKPOyY6i0kjWLtXVr0Jx29AKoKAhCjMbNL/MjrFli9YwBpsxVwW9/lcpeK4eT7ZPiEP9ahTjGmGGVHT88U1QAcNhUaLb49nabClFVEZXHPsWIcbaNcto0EON7mCmc6zIgs+Mqz8JsU+eE2ouCDhH7vgegQxd0uCx0bQ/nuDyzTa9Fl3gl9rq6OfurFu80eCa2Vsa4TkmHsK8+h6RDl3TutgWc8Q8AeRwTVklk2y9a9BXnFgg9yhYKHANSAFCDnH6RRWj7nh1UWYAui4hwzIoB/liXOSbEQf7pM4arUfZjljYEiBAszJXHe5zpwvQ5kxxE13UoioJYLJYUhWGQiYgMVVXR0tKCcDgMn8+HqqqqtD64T5WQYWQlaW1tRU1NzaTPM93nQR4cuUG6rpHdbkdBQQGqqqpQX1+P2tpa+Hw+RKNRtLa2YufOnWhtbUVfXx8ikciI7TD+li0CwUhkU9YSEjKyA6fTaSlkPPPMMzjmmGOwYsUKuFwunHXWWTjwwAPx3HPPTUFLCYIgCILIJBSRMUUYURiqqkIQBO7DcrojMsLhMJqbm2G321FYWJiRB/apmKDHYjE0NzdD13U0NDTA6WTTxxHZSS6IOZnIYONwOOBwOFBYWAhd1xGLxcyIjb6++NvcRONQXqrXbBcysk1woawl2cEFF1xg+bft27fjmGOOSSqbP38+PvrooxGPKTjijz6CM/5/3cnPIKQ52HLVxrkniRbpVwXeIxZbpo9jfyPFaiLavjeC6rD/87blHVO18d9yaw5OSnZOXwk6/1FS4rz5lDhvri1evEJy6ZD2vQKXrF6FG21wcd4Iq5zoGYuIDN556byGafxz5e2v2tl+1Zx2c1wlji9dZ/fXOPtzxx/4Y1Xj5P+0GuvgLKETeFMEJ//8Nacd+r426A47NAC6yG7LG1MAoAuc/gdnrFn0v8BLtcupX7BIKcrbX9JszPiz+nbiBS/YOGEONovuF11su2y8iBiL6y+5OXVZRAoILt289xn/FzkRCYLVteJ9VjgRGbzxD/AjMkQbJy21RfSMamcPoDkk9nNlMVYFzrgQOfcwm0Wq5fjoTtiOkyY3XQgpWhYynSIySMjIMMMNPYdHYSSSrogMXdfR29uLzs5OlJWVoaysDJ2dnRnx48h0RIaRfaWgoACVlZU5mX1lfydbJrY8pmIMCIIAp9MJp9OJoqIi6LpupnoNBALo7u5OypricrnM/bKZbBMyjPaQR0b24vf7GS+ngoIC7NixY8T9qq48CgBQe/eJAAA2qD9OyxjLJk3RJPf/MPnXT7Ybmc6WstvW8somV32xRTmnpglz1Pqvp/BoY4NdWAR4LLblLU7aPcrx/avOH/Hvo+2fStycsvEMi8TFUf5rrM+LXWwzPqzGGo/ySdZVl/Dv0cbfsknWxeOwNBxzOMY9cDwMjXG7/nEfOTW0XvZdAABfRgHKxlh2WIraQ6QXEjIyiGHoaZjIjSRiGH9P9URJURS0trYiEolg9uzZ8Hg8Zl2KYrEgLIVkUsjo6urCwMAAampqUFBQkPJ6psPSkmyZNOYyU92HgiCYmU4Mw9BIJIJQKISBgQF0dsbXv3d3d5vihs2Wfbf+bBMyKCIj+xnpJcBItP/qDVRdeRT2Xvsy9KiCA/NZfwEAKC9mH9kL5rH3ZamMNw0EhJklbKGdE2XR4efvX8YaUeul7FROW3AIgHgkxifbfZg3fwiSBIgfb2eP2chKMcon3dz6g43sue5tYevvjfCjHHcEOB4ZCnttelh7CgBAjScekXHU+q/jjStegRqxXow+yyMzZRFORIaVR8YcHzvF5nlk9Fr4gZR6WNmjspodVwO9bmgOO/yrzkfRuicgxuLtDkXYaVcVZ39nOb/9/bvYt+Q8j4y97XzVLMzxE+iKstd1loWfTIkvBN1hh/+a81F0zxMQYjLX98Lj5MuGUY73SiDK9km3Rf/zPDL6Y2z9XouIDJmzf3PIxow/qzvLHo5C4+REZORZRGRUcSIyGoPsd09Q5l//GXlsXTGLj8uBPhmC04bau08074EqJyKj0MF+pgCgroAdlzyPjPJavmzFi8iwF3MiMixCtaJt7AGig/GIjNbLvoua//cIxJiMXe182WtAZsdVa5gtawrxv/u7wsn1l8zOx+lrv8zdNtUIgghRSIFHhjB9nmuy72l2mqKqKtfQcyRSHZERCATQ0tICj8eDOXPmJL1pzOTEOd31xGLxL8pgMJi2pSTZMtkippZsjMpJjMYA4p+HPXv2QBRF+P1+dHR0wOFwmKlePR5PVkQdZJuQkW3tIViKiorg9yeLAH6/H8XFI7+31WPxCaoeVaBHFAhO/gO7MclMRFLY72TJMtx9bC8HdI1fP29/XWBnJ8OfayUp/iPytuUdU+FPLsUYe38Tomxb9Qj//qFG2LpUntmnhZChJkyO1IjKPZ7ZBpH9m6Zy2m8hZAicSZugceqLWFxriTNWZLZfxegX+4sx2TT7FKKcpRGc/SWF336Rcwm5159z/QAAnONyr6vEvwaiQzYD7oV95yVwJt2iYDHWOe3n9Ylu0f88E1aNc0zdQsjg7a9GEv8dH39W3wYyJ3xH4ggZVu8LNbDtUsLsZFO2EDJUXl0WQoaeINAZ90CNI2TovPEPQHBxPiscIYM3/uPHZcskhSNkWHz3SjJ7ADE27HMVk4Eov/16jK1Li7BlvP4HAHmYkKFk0O2TlpawkJCRZgxDT0VRuIaeIyGKYkqEDF3X0dXVhZ6eHlRVVaGoqIi7fn46CBlDQ0NoaYm/cZoxY0ba/DBoaUlmyIU+zvaJrtG+srIyCIIAVVURCoUQDofR29uL9vZ2OJ1OU/xwu91MFIKqqnjzzTfR3d2NuXPnYv78+Slvp3Gvy5b+NDKoUERG9rJgwQJ8/PHHSWUffvghvvGNb4y43yxvEAqAA/MHIThl1M7mR0S4ZrDX3rawmt3QY/E94+MsROhk69Ja+REhQm+QKRPDbMYAY4zGPTGWQvx4O0RBhbZgAbstpx6rB8E8sYspmyWz7c/v5y+4UDmTwyAnSiLPIkKs2q1A2PcCfqZHgS4q3OwCAFDlZvulP8a+/nZJ/Geqsny2r3nEOO0HgEIfJ8NNAfv9ZfOr0KT4VbBJKsR9RgZOTvSHjfOWHhbnL3MydPBQdf79jBepwsvkEbPIMMM9Jmdy6+JEzgCAyLkuDk6f8CIHACDIiejQOOPPJfEnnbysHwOyBNEeP4cCuw5N1S0jegY4Hi55nGFd7OCPv1oPq+bpYKNP+jiTcACY6eYIeRaPT/V5AdPnos4bhGDjX5MiL29xFVBRN7YFQs45/OgZnRdZxbsAFiegRNnyUMgBTY2fUyjsgBgVEOR49ABAL+e+4JfZfvVzhFwA6BkmqNosBBMiM5CQkUYS06oCoy8lGU4qIjJisRhaWlqgqioaGhrM9fK8unJZyNB1HZ2dnejr60N1dTXa2tpyegJi9JOu6+jv70ckEkFeXh5cLldOn9d0IxeEFgPj3iNJUlKqV0VRTOPQrq4uyLKclOpVEARcfPHF2LJlCzRNg81mw5o1a3DFFVektH3ZlLEEyL72ECxnnXUWzjzzTLz44otYvnw5nn76aTQ1NeG0006b6qYRBEEQREoRIUJMQfpVkSIyiJHQdT1JxBivgGEwWY8Mw+gyPz9/1HSjqYr+GI10CBmyLKO5uRmqqqK+vh4ulwvt7e0572GhaRpaWloQDAbhcrnQ0dEBVVXN5QAejwdOpzNr3mCni2w/v2xvn67rI7bRZrMhPz8f+fnx9fiyLJvCRnt7Ox599FFs+Z9/wnvYSbAX12Bw22bccccdOPLII7FkyZKMtTPTGBEZxNSyYF9UgeHhtGXLFgDxyIsDDzwQ99xzD9atW4frrrsODQ0N+M1vfoPS0tIpay9BEARBpANBFyFaRFWN9zjTBRIyUsx4DT1HYqIRGZqmoaOjA/39/WM2uszViAxjKYnP50N1dbUp1uT60g9N09DV1QWn04m6ujrz7bAsywgGg5ZpNx0OK59ma3K5n6aaXOi78QoEdrsdBQUFKCgoQHNfCG+Eq1D2vYcgOr0AgHyHB30v/hJvvvkmFixYAIfDkZIJf7YJGRSRkR18+OGHI/79+OOPx/HHH5+h1hAEQRAEkS2QkJFCNE1DLBabVBRGIhOJyIhGo2huboYgCJgzZ86YJ7a5JmQYvh+9vb2m70c66rEinccfGBgwl5LU1taaRrGCIMDhcMDhcCSl3QyFQhgaGkJXVxfsdnuSsJENJo7TnWyafPMYr0Cg6zreaRrAE9ta8d+f90IvXpAUhCi3xD0JXC4XmpqaIIpiUpSQ3W6fUJ9km5BBERkEQRAEQWQLAoQUmX1On2cbEjJSgK7r5mRzvIaeIzGeiAzDS6G9vR3FxcWoqKgYtx9HrggZsiyjpaUFiqKYS0l45JqQkejz4XQ6UVBQAEEQRkwxaKTdLCkpgaZpCIfDZrTGWEwcs51sj3jItsk3j7H2YVTR8NLHXXhiWys+60o2vtOVGMKf/C+C778Azd+Cgw8+GOeddx7cbneSmNbd3Q1JkpIyotjtFvnmhpFtwgFFZExfCvPC6AFQUhCEGJPhrLZwxy/npFXlGXs6LV4YcIw99T42pWuszSKTg8iW20OsAaekGRl2bEDtUgiNLRB0hfu4O1YDUACwcQz48tUOpszRwp4TAMQ4KT39Efb7WhL4ZqkzPSHAGX9MrfUEAUnhplQFgIo81qwzj2Pq57VIKVlSy6YV5SWd8fTzMzH4ZrMGhrZZPqasSBuCatfQCaBwZtTM7KDFWLNH13y+iSqPwj7WmJGXYbEkzE+fysvawTNL9Nr5/edyy9D2fQxcLhmiKCPKyUbDNTAFEOVkI+G1KWRh4BjglPPMZnmekgDg5mRjKbCrZgrQfLsKXVXhsTALDalsZ3s4BqblFhmSytxsZw1w0tdqOv/8eXVZzR48Dhm6Awjt+7eg89vk8fDHusC53fE+K3ps7BHlWpA9gOjkf9Y1jjEnD6trzfMQHc+ThwZ92O/EVEJCxiTRNA2KoqRkKclwxhqRoaoq2traEAgEMHPmTNPEb7x15YJHhpFC1uv1YtasWZYRB9k0IRoLiT4fDQ0NaGtrG3c/iaIIr9cLrze+BCDRxLGzsxOqqsLlcsHr9Zr+GsT0ZzSxpScQw5PvtuGp99rRF0p+oCnPc+CcJdWY7+jDw3tb0V5fgQULjsN1111npncdLqYZwsbAwAA6OzuTooTcbjdsFhkKsk0UIiGDIAiCIIhsQYSUIrPP6ROtTULGBEk09DQewFP9ED6WiIxwOIzm5mbY7XbMmTNnzG8/eXVlKiIDmFi4e3d3N7q7uy1TyA6vJ1ciMoLBIJqbm+H1elFXV5cyMSzRxNHwbjGEDcNfw+FwQFVVxGKxCS8JSDfZ2CaDbJt8W8Fr4/b2ITzxdite+rgbyrBXFIdU+XD+ETU4fl4p7JIIYBa+/KVHRq1HFEVTtADiIms4HEY4HEZfXx+i0SgcDkeSsGGIkdkmHGiaRkuzCIIgCILICmhpCQsJGRNguKFnOkQMYOSIDF3X0dvbi87OTpSXl6O0tHRSbchmIUNRFDQ3N0OWZdTX18Pt5oT7curJhWUJxjWsrKxEcXFx2ibFif4ahYWF0HUd0WgUfr8f0WgUe/fuNZcEGD9Wb86J3CLxs6ZoOv778x48sa0V7zUPJm0nCcDX55XhvC/VYGGNLyVjUZIk5OXlIS8vD0Bc2DDEtO7ubsiybC5/yrbPa7YJKwRBEARBEMQX0ExlnBhRGKqqpnQZCQ+riAxFUdDS0oJoNIrZs2ebbz8nW1emhYyxYEQreDyeEZeS8OrJ5ogMYzlQMBjkXsPE46djjAmCAJfLBZ/Ph1gshpkzZ5r+Gn6/Hx0dHXA4HOYylFz018gEuRCRoes6grKOjW8147/eaUPbQDTp7/kuG85cVIVvLalCZT7fbyZVSJIEn89nLn+TZdkcd4FAAJqmmZ93Y8nKVPUvCRkEQRAEQWQLAkSIKYnImD7PNiRkjBFd1xGLxTA0NASPx5N2EQPgR2QYHhEejwdz5sxJWehzJj0ygNGFDF3X0dPTg66urrRHK0yUiQoZ0WgUTU1NsNlsmDNnTlZEPgz310h8c97V1QVZlpMyU7hcroxcj2x7S59rNPaGsPH1Jrz4SS8iSnJf1pd6cN6XqnHyIRXwOKZmCYXdbofdbkd+fj76+voQCoWQl5eHcDiM/v5+aJqWNO6cTmfG7gMkZExffLMU9AAoOkCGpMRgX1DJ39DN8RHyciICu/q4u2t7epkyuZk19evcncfdn2d2WOTnmFoqnQAA1eYAagHlk27oSoz7gDdWA1CrbW0x1uzQbWfPEwAqQqwJqGuAbyzIo9gbhu60ox9AkTcCwSajP8QXWwWB/a7g9Z/dxjdrFDidJQfYHlAUi3uCyDFb9LPXOtIrQdt3v432SRBj8X+Ldk77B9m+UvwcV0UA/V3suNQ09vw7h7zc/e2c9ndHWVdHK7NVm6hBd8aXNvf250GIyohxtrXb+e0PhNjPmo1jYMkz8ASAIKcumXP+gsBvv13gvDTUBIj7jqFqAjRNgGLhIGnjjD+nyJb5bPzzz+eYfZZz+j+m8cefl3Nc3jUFgIK8MDSHghCAfG8Yol2Gw8l+LvJm8j8rtir2M6j6OcagFn2lh9njxro4beW5cgJo7ypiyvrCLsBlgwdAsz8fiCjYG+T7wO0JsWOgN8LW1RjguNUCaBJakn5XwBrtEplj6mdQOYIgCOYEdP78+Rl5mE6MyEhMN1pZWTmqR8RE6sqWiIzEiJOxLiXh1ZPuiIyJMDAwgNbW1glllskkw9+cx2IxU9jw++NO/MYE0+v1Zq2/RrrJxogMXdfxZqMfT2xrwz93sROsZQ1F+PYRNThydmrvIalAkiQUFhaay58Sx53h65IobDgcjrSdg5FGmyAIgiAIYqoRUxSRkYpjZAskZIyDsWYRSXV90WgUra2tUFV1xHSjk2GiJpyTqYdHKBRCU1PTpCNOsm1pia7r6OjogN/vx4wZM5Cfnz+u40/1hJPnrxEKhRAMBtHT05NWf42pPvdcISyreP7DLvz+7Vbs6klOsee0CThtYSXO+1INZpdMfilaOhieflUQBDidTjidThQVFXHHnWEumpjqNVXjJRtFKoIgCIIg9k8EXYCop2BpiUVkUy5CQsY4MCZnmXrANerYtWsXCgsLUVlZmbY3hJkSMoy6hosAicaXFRUVKCkpyQnz0rEwPLVqtqU9HW8/Gf4aLpcLxcXFSSk3E/01EoWN6fpmOxsmux2DUfzx3TZser8dA+Hk8NKqfCdOP6QYX53lwLyG2ilq4dgYrS+Hjztd182MKENDQ+jq6oLNZkvKiDLRLE5GeyhrCUEQBEEQRHZCQsY4MCZjmQg51jQNnZ3xda9GutF0kslzGy4yKIqC1tZWRCKRnDEvHevxealVpxuJKTdLS0u5mSlcLpe5DCVT/hrTCV3X4ff7kZ+fbwqq/2odxBPbWvHKJ91Qhw3FxTPzcf4RNfjagaUIDA4gGGTX1Wcb4/WkEATBHHclJSXQNI0xrLXb7UmC2niEiWwQqQiCIAiCIIC4SWdq0q9On7kICRnjwHioTbcpZiQSQXNzs/lQb6QuTCfjzSYy2bqMekKhEJqbm+FyudDQ0JAVxpepYLKpVbMpomS88DJTGMJGW1sbNE1LmlyO5HOQ7X2Qicnum2++iSuuuAJdXV1wub0446rb0OxqwAdtyUZ6NlHASQfH06ceXOXLaBtTwWTNNXmGtYaw0dvbi/b2djPVq5ERxUrY0DSNIjIIgiAIgsgayCODZXrMGjOEIAiWKVFTgfHWtaOjA8XFxSgvL8f27duzxoQzlXVpmoaenp6ULSXh1TFVERmqqqK1tRWhUChlESa5jN1uR0FBAQoKCkwDx2AwyPgcGD+TWQ6QadL9edm7dy++853vYGAoCN+SU2E7+Di80FcC4AsRo9hjx1mLq7BycRXKfOyypVwSMlLZTkmSkJeXZwrBiqKYwsbwSCEjE48hpKQi9fGnn36Ku+66Cx999BFsNhuWLl2KNWvWoLy8HG+++SbuvPNONDY2orKyEldccQW++c1vTv6kiTEhlcZ9pqQqNyTVBvgsDKVtHCGru58p0of47vZya5QpC/ewD5D+IL/+iMo+osUUnrg2CADQHPFxG2zUIcZ05IldzJY2TiYBq0daXjYT3raSm82uAAA+rY0pczSz0WEuJz+TSUFVFKrdgX4A5bUBSHIM+T38vnb62KwNvkF227wafl3OuT6mTGph2+oMcbIzALDVF7KFCvus6CwahGqPZ21wFKqQ5Pi/RScnw4aLc601fvttnGwsmsperXwnv/1uB3vcwgjrx+bkZBIx9tcdQHTfvwVdhiiz34+87BgAIIXZbXmZaDSLtf0KJ0OJnZM1xGWVycPFflYVXQBc8faWuaIAFBQ4+P3nFNm+8nEytNQUDHL3LyoPMWUK5/pZzT7yOddPsjhXt0+G5hD2/VuBGJMhcbLmCC6LF0whzjVUONdqyCJDEadZSpg9V8HixsTLXKNx/j2er2+Jc1+UwD/A8GiG6RTdkIuQkDEOBEFIm+Fn4uR31qxZ5sN3OoWT4WQyCqCzsxOxWCxtE/1MnAvv+JFIBE1NTbDb7ZNOrZrt0QgTIdHAcbi/xsDAADo7O5P8NXJhEp7O9v3jH//AwMAAio77AWzzjk3629xyL847ogYrDi6H02b9RZor4yjd19pms3EjhcLhMDo6OqCqKlwuFxobG2Gz2VBYWDjhiIxYLIbvfve7OO+88/DQQw8hEAjgyiuvxC233IKbb74Zl156KX7yk5/grLPOwptvvomrrroKdXV1OPTQQ1N5ygRBEARBTBMEAKKFwDLe44xELr2IISFjnIiimHJhwVhe4XQ6mclvJjOlpOPchhMOh6EoSkom+iMxFelXjdSqJSUlKC8vn7RZaSaYapEgMRoDSF4O0NPTg1gshp6eHkSjUeateTaQ7s+mcX0Ed4FZFmv6AP+W34+Nq9eM6frlghgEsFlL0s3wSCFD2HjnnXfwl7/8BbFYDIsXL8bRRx+Nf/u3f8NBBx00ZmEjHA7j6quvxumnnw6bzYbi4mKccMIJeOyxx/CXv/wFtbW1uOCCCwAAy5cvx7HHHotNmzaRkEEQBEEQxJSRay9iSMgYJ6mc7Ou6jp6eHnR1dVkur8hklEQ669J1HX19fejo6IAkSSgrK0u7H0amlpaMN7UqYc3w5QB79+6Fy+WCLMtob2+Hpmlmqk2v1zuiv0amSGf9Rx99NAoLCxFu/hh5dUsAAMre93Du1SvHXG+uCBlT2U5BEMwUwz/5yU/wwx/+EG+88QY6Ozvx9ttv48EHH8SyZctw//33j+l4BQUFOOusswDEz6uxsRGbN2/GSSedhO3bt+Pggw9O2n7+/Pl46aWXUn5eBEEQBEFMDwSIEFKRfnWE5TC59iKGhIxxkEqPDEVR0NLSgmg0OuLyikxESRikS8hIXDZTV1eH9vb2lNcxnExNiIzUqpqmpTy1aq4sCUg3Ho8HPp/P9NcwjEN7e3un3F8j3deotrYWv/vd73D5DXfBWMF72Aln44QTThjXcXJFyMimaJtZs2bhuOOOww9/+EMoioJYjL82eiRaW1tx/PHHQ1VVrFy5EldeeSUuvvhiHHTQQUnbFRYWoq+vL1VNJwiCIAhimpEJs89cexFDQsY4ScVSj0AggJaWFni9XsyZM2fEcOVMemSkQzQJh8Nobm5OWkqSiSiTTCwt0TQNO3fuhM/nQ3V1dUonYbkw8cw0if4aRUVF0HUdkUgEwWDQ9NeYTLrNybQrnSxduhRvvfwMjr73DQRiGrpRMK7oBYrIGD/GvcMYPzabbUIRZDU1Nfjoo4+wd+9e3HjjjfjpT39qeY7Zcu77A0J1IQBArCuDqCuAz8vfsKOXKdL2sIKT0skaBQJA7w7WALBrkM1C9skAazQJABGN/U4pjbBieViOC7i6M/7/vS3FEKIyZsl+Ztt8tYMps8X4Boy8b7SxGoACgDQUZsqcKkewE/n9ZysRIezz/7EVi5AUEdIA/xlFibCtiEU5n1kLs0xtiBUqox3sM4TOMZUEAFsve65qN3vMwTYnNEf8Og21OyDG4sdz5bHt0qKsWWl/CzumAKCtj40ElTnjZ1Dmi/35drb+jsjYXwxIgg9w2ZAHoGUwD4goiKrs9y/PwBMAekKs4a3Hxppl9sb4xrJdUbYul8TWJVtcP7fEfq6Cig2CYkM+gJBig65Ym53yEMAxO3Ww5wQAooPd1utmx48jOPb67RZmn4L4hRGmIMR/l9xs/aKP39d6iD0HZYjdX7HI+q4q7DXoaC/gbMln1yB7v+yL2SAqNhwKYHfAAy2ioDnEvzM1DrH3u/4Ye06NQjN3/zb5w6Tf3cqsMbQ698iVFzHZ8/orR5jMZN9YgtDU1ISKigrMmDFj1IlWJj0yUjn5N5aS7N69G4WFhairqzMnArkuZBjZZTRNQ0VFBWpqarLqTfJ0Y6SJn9vtRmlpKWbNmoWGhgaUlZVBEAT09vZi165d2Lt3L3p6ehAKhdIiCGbqs2mTRCypLQQA+EMydvWwDudWZJNAMBLZ1E7juqbicy0IAurq6nDttdfi+eefh81mQ39/f9I2fr8fxcXFk66LIAiCIIjpiYi42efkf0bHeBHz8ssvY/fu3Vn7IoZmX+NkokJGLBbD7t27EQgEUF9fj6KiojFd+FzMWqKqKlpaWtDV1YXa2lrG+DKXhQxVVdHc3IzBwUEIgoDi4uK0fIAz6Y0yXZawGP4a5eXlqKurMz9niqKgvb0du3btQktLC/r6+hCJRFJ23pm6gS+ZVWj+++29A2PeL1eubzYJGcY9d6Lt2bZtG4477jgoyhdveYxjHnXUUfj444+Ttv/ggw/I6JMgCIIgCEuElIgYAoQxZj7JhRcxJGSMg4l6ZAwMDGDnzp1wu92or6+Hy8UPDeSRaxEZkUgEu3fvhqIoaGhoME0bE8nkOaWSSCSCXbt2QdM0zJw5M2smXQQfm82G/Px8VFZWor6+HrW1tfB6vQiHw2hpacGuXbvQ1taG/v7+CfkfAJkVCZbUfhF6+U5T/5j3yyaBYCQynbVkJIx7/ESXJs2fPx/hcBjr1q1DOBxGX18f1q9fjyVLluCUU05Ba2srNm7ciHA4jJdffhn/+Mc/sHLlylSeAkEQBEEQxLjItRcxJGSMk/FMwjVNQ2trK9ra2jBjxowJ+ShkOiJjMnX5/X7s3r0b+fn5qKurszRezMWIjP7+fuzevRsFBQWora2FzWbLSTEm10hl1ITD4UBRURFqamrQ0NCAmpoaOJ1ODA0NYc+ePWhsbERnZyeGhoagqvw141bHzgQHVeQhzxmfWL/TNDDmvskVISOb2jnZpSV5eXn47W9/i08++QRHH300VqxYAa/Xi3vvvRclJSX4zW9+gz/96U844ogjcN9992HdunXMulOCIAiCIAiD1MRjjLy4JNdexJDZ5zgZ69KSSCSC5uZmSJKEhoYGOBx805yx1JepCfNE69I0DW1tbRgaGsLMmTPh8/GNyxLJFSFD0zR0dHSgv7+fObdMpXclUo/hr+F2u1FSUgJN0xAOh81sKO3t7XA6naZpqNvt5k5qM3mNJFHA4pkF+MfOPvQFZTT2hlFfys92lEg2CQQjkU1ZS4w+m0x75s2bh40bN3L/tmTJEjz33HMTPjYxSYxIG5sE6DrQy1+qpUdYA0R1gI3eUsP8+0Aoyor5YYV97OKZegLAgMx+bkWwUULucDzKU9BtKAbQG3FCj0jI72fvD46WIXZ/O2tqCgCSm31uGasBqNW2Ngd7/lI52yYAECryIQrx7e2HlEPSFfjc3dxt9Sj7XObsZg04HXX8iFihlI0edXRzzF5l/rUWbOy10jmPiroe/xn+byXCXlddZY85GOS3P8Ix1uThsDCA9DnYcZ1vZ+viGYgCgNemwBiaXkkBbApcEvtCwOfmG7sqKntcN8cYMz/CP/+Qnd3fZ2frL7DzzTar8wPstjE7dKcdCoAZeUEIdhlFXnZMAUBMZsd1Xh5r1lo0l1+/VMaandrz2f1FkTXwBQBBZMelzca/1u4qHaotvr2rUoek6BAcHGNWkf/coHIMRwXOsNB1/v6SjW2rZDEuedg5hrF2QYe4r9wu6NAEHR6LGa6Dc14eTvSlV2YNdAHAKSXPcRyShVl0jmK8iFm7di2OPvpo2Gw2LF26FHfccYf5Iua2227DunXrUF1dPeUvYkjIGCeiKCaF2wzHMILs6OhASUkJ4w8xXrLdIyNRsJkzZ86Y0l9m4pxSIQTIsoympibouo45c+YkiVG5MDEcC7lwHplooyiK8Hq98Hq9KCsrg6IoZprXzs5OqKoKl8sFr9cLj8cDp9NptiuTfbhkVlzIAIC39/aPScgAcuM6Z5Pgkk3LXAiCIAiCIIx4ilQcZyRy6UUMCRnjYDSPDFVV0drailAohFmzZnH9IcZLNntk9Pf3o62tDcXFxaioqBjzg38uLC0JBAJobm62TK1qnGs2Tb6I1GH4a+Tn50PXdciybAobRpopj8cDWZbNZUaZGAdf2pe5BIgvL1l5ePWo++TCGNV1PavaSUIGQRAEQRDZhIDRRYixHme6QELGOLESFkKhEJqbm+F0OjFnzhwz1ehkyUaPDE3T0N7ejsHBwTEvJUkkm80+dV1HT08Purq6UFVVNWVOvJm87sTIGP4aDocDhYWF0HUd0WgUwWAQ4XAYfr8fQ0ND5jIUj8eTss//cA6qzIPXISEYU/H23v4xTf6zSSAYjWxpZzYtcyEIgiAIgiBYSMgYJ5IkJU0wdV1Hd3c3uru7UVFRgZKSkpQ+jI+2lCWVjEVgiEajaG5uhiAIE/b+yMRkZSIRGUba2Egkgvr6erjd7JrFxOMDuTVJzEWyUfASBAEulwsulwuRSARutxtOpxOhUMhcVjYWf42JYBMFLJqZj9d2+dE7Rp+MbOzD4Uw23WmqISGDIAiCIIhsQoCQkueksaZfzQVIyBgniW/KZVlGS0sLZFkedeKbivrSzWiT/4GBAbS2tqKoqAiVlZUT/jBl49KSSCSCpqYmOBwONDQ0jPmNei5MEnOdbJncWpHorwEAiqKYxqGdnZ1QFAVut9sUNlwu16TO6Uu1hXhtV9zw652m0X0yckFsMz5H2dLOXOgzgiAIgiD2HzLlkZFLkJAxToysJUNDQ2hpaUFeXh5mzZoFieN4m6r6MumRwRNNEjN3zJgxA/n5fCffydaTSsYjZBheH6WlpSgrKxvTBCbdkxzKWpIb8K6RzWaDz+czl1zFYjHTX8PvjwsQhrDh9Xpht9vHNZ6WzCow//3O3gGcvXh0n4xsn5Rnm5ChaRpFZExnjPTKigroKvSWPu5mmp/NsBDYyY6LwBD/JcbeAfa7si3sZMp2B/hjzR9j7y9FnOwCATWeyUFSbFgKYEfABTWiQOVkDYgp7P4VIX7WEJ/WxpRJQ2zWBqtPCi+bCW9bobjf4giA+Zha4AOgQHDxr5U6wEauyiG2Nvsgm4kGAITYIFMWbGH7SlX49yhPhM0w0d/Gjou2/nzAaYMIoK2vAIjG223jZG3gPQK0hPjCdW+Ukw1mHLdT3ljp5hwzxMmkAgAemxuCbkM1gPaIG3pE4V5rd4AfYTwQYT8XGtjPn1WGnwAn64mDk8kjJPCf1WXO/jw0jX/+Dk42FFceWyaV8KOYBR97/rYadru8QX7WFCXMtt/mtnjOtomAkWXHJgAQIHCyvugxfhr6aA9bpnH6b6CXf18UOdelPcBm/rDKkNMSZpMK9MZESJAwD0BLRIIa1tHLT5CD9jCboWdQZz+/XeJe7v79gcak34fC2fHcsr9CQsY4EQQBsiyjubkZVVVVKCoqSnt9U+mRkbiUZHjmjlTWk2rGIgQYAs3AwMC4vT4Sl5bkOtPhHKaS0SbfPH+NUCiEYDCInp4eSJI0Ln+NeZV58DgkhGIq3mkaGDV6IBeiC4w2Zks7aWkJQRAEQRDZRNzsMzXHmS6QkDEOdF03UzEecMABcDpZBTXVZDIiY3hdiUtJKioqUvZgnw3RBrFYDM3NzdB1fcJeH+kkG/qIGJ3xigSJ/hrFxcXQNA2RSATBYND013A4HEnCxvDPnV0SsWhGPl7f7Ud3IIa9fWHUlVgvL8klISNb0DQtbYatBEEQBEEQxOShJ7VxIAgCSkpK0N7enhERw6gz0x4Zmqahs7MTfr8fNTU1KCgoGH3nCdSTTkaqw0itmp+fj6qqqgkJNNMpIiObme79K4qiKVgAccNZYxlKd3c3ZFnm+mssqS3A67sNn4wBEjJSTLa1hyAIgiCI/Rth33+pOM50gYSMceL1ejM6ucq0R4aqqmhsbDQjFdIh2EyVkGFkmOnp6cnIsiBi+pPqCa8kSUn+GrIsm8JGf38/NE2Dx+PBQUVfrPN9e28/zlxUNWIbsx1N07JKOKClJQRBEARBZBOiIEBMwbNSKo6RLZCQMU4MYSFTb+wyucQgGo0iGAyiuLgYlZWVaXuQnwohIzG16uzZsyedYSbdERmZuu7ZNHm0IpvbmO5rZLfbUVBQgIKCAui6jlgshmAwiBlqEC6bgIiiY2tjH/r7+03jUF4bs7kPgexrIwkZ0xt9KAIUA3p/ELomQ+1ljd4AQJfZaEhZZh+bZI6BJsA3q5M5popWd5GYyv4lxjEbHJLjZdI+A78hRYAqCwiqbLv8ERdT5hrgG2A6moNMmVNlzTZtDv6jJO8TxDUA/fBD7v5CVy9g3Be0uDGr4GbvcQAguthz0DW2/9QBvoGhGGWvdYRjzBqO8JehyjKnrwPsc0Z3xAkBNpQD6Ik6oUfi+2mcccGLxe2M8M+/N8b2tkdiz9/qNlvMGSs8A1CFU2ZsK+z7m6oL0HUBLonta5eNb/YJdliiyMsaW0YV/ljjtbXYwZo6OjimqgBQ6GPrkmUJmkNBD4BCTxiiTYbDyW+/w8meq5tj1inOsHiBVspGPguc7yC3xDeg1IfYcxV8/OdcwWOHIMbHkW2WD5LG//zrfv59URDZPrA72X61D1p81jhmn3ZOGef2C2DsJrZW3+C83XXOp01IiRsFkW5IyBgnRnaSTD14G1lS0omu6+jo6IDf74fD4UB19ehZECZDpoWMcDiMpqYmuFwuzJkzJ6UZZnLhbTeRXjI1ARcEAU6nE06nE8XFxVg00483G/vRG1LxaUsvih1dSf4abrfbHOvZJBLwyDbhgLKWEARBEASRTcTNPlOxtGT6QELGODEebjP1oJtuj4xE08uKigoMDAykrS6DTEaZ+P1+tLe3jyu16ljJ9snhdCDbhaKpbN+XagvxZmM/AKBV9uBL88oRDocRDAZNfw2XywVN0xCNRuFwOLJ2zFJEBkEQBEEQhDWCYB1VNd7jTBdIyBgnxsN2pgw40+mRMTQ0hJaWFtP0MhAIZGw5QybqURQFHR0d406tOlbSeR6UtSR3mKoJ+JdqvwhFfadpAP++qAp5eXnIy8sD8IW/RiQSQXd3Nzo7O+F2u+H1euHxeLJK2CAhgyAIgiAIghgPJGSME0EQMjrJTEddRhrZvr4+VFdXo7CwEEBmlrEA6Z+kx2IxtLe3Q9M0HHjggVmXWnW8GKk5jUkopYXMHqZSbDq4yge3XURY1vD23n5GDLDb7cjPz0dnZydmzZoFTdNM49Cenp6kjCkej4frr5EpsknI0DSNhAyCIAiCILIKEUJKlpak4hjZAs2IxokgCBmb8AOpNxeVZRnNzc1QVRX19fVwub5wWMqkwWS6o0y8Xi9kWU6riJHu/tJ1Hb29vejo6IDP58PAwAA6OzvhcDjMt+put3vSE65sj/zIlgmuFVPVPrskYuGMfLzV2I/OoRha+iOYWZRs7mVcW1EUYbfb4XQ6UVRUBF3XEYlEEAwGzXFlt9uThI1UesmMRjZlLUnsM2J6ou4dAGoB5bM+6EoMwSb+dprMjoG2HtaUL2Jh9tnBMWbkmTL6o/x7cE+ENdWLaWxd8r4yu2DsB8gRII8jekvC2DORuZwcE0Axyh6zfIi7v1Dcz+7OMfbkGYAa2+q6BGiAXloMXVAhBFlTRgAQOMaEzkK2/VIR/7FXD7PGhDxTQofdwqySg8y5VlaIAltXhGPAGeGYvVrBe0r1cM4J4JtgeiSOASrHwNYKnjFoWOYL5oNR9llN5+zfGea4ggLoibLX1ckz9rQwG9U4/epwKtAcgvlvUVDg9lkY4xazZVIJ57NW4OXuj37OZ0jg9LXKn3uofs558coAQARUmwNYAMg7B6EpMWhhdlxE+/nXur2tkClz2NjPT0+QbzbqtbN92B1h+0qxeDQNquy1immAbV/XyBqgjDBF4x1WAvtZs/McaAFIonPY77n9sjTXISFjAmRSyEhcyjLZiYUxyff5fKiurmYe1HNZyBieWtXtdiMQCKS0jkwTDocRDodRW1sLm80GURShqqr5Vr2zsxOqqsLtdpuTT6fTmTUTwv2B8YzjpqYmfPDBB7DZbDjiiCNQXMx58hknX5pViLf2+WS8s3fAUsgYjiAIcLvdZvYeVVURDocRCoXQ29uL9vZ2OJ1OUzBzuVxpndhnU0QGCRkEQRAEQWQdKfLImEYBGSRkTIRMR2QAk3trrus6urq60Nvbi6qqKhQV8dM/5aqQwUutGonw00alknT1VywWQ29vLzRNwwEHHABJkhCLxVNrSZIEn88Hn88HXddNH4RgMIje3l5zuYAxAc31ZSjZHi0CjC0i4/XXX8fPfvYzdHd3QxAENDQ04P7778fs2bMnVfeSJJ+Mfpx+WOWE2ihJUpK/hqIopmBmLNNKp2CWTUs5jHt7trSHIAiCIAiClpaw5PYsZwqYCo8MYOLmorIso6WlBbIsM0tJhpOLHhlWqVVz1SwzEAigubnZTLNpt9stw+4FQYDD4YDD4UBhYSF0XTffqvf396OjoyPly1CIZMYyxsLhMG655Rb0DEXgO/ZSaIKEXa2f4We/3Ijf3HUDCtwT96Y4pMoHl01ERNHw9t4BJrLBaN94RQebzYb8/Hzk5+dD13XEYjFT2Ojr6wMAU9Twer2T9tegiAyCIAiCIAhiPJCQMQEyvbRkopPyQCBg+kXMmjVr1KUpuRaRMVJq1UycSyrrMPwwOjs7UVVVBQAYHBxM+rtR50jtMSaXAEZchuL1enPGBDVbJrhWjNa+jo4O9PQPwXHcVQgXzgAASJUL8DGAZfe+iRmFLsyvysO8yjzMr/RhfmUeCj1jEwYctrhPxtY9/WgfjKJ1IIIZhV8sL5mokJGIIAimsJborxEKhTA0NISurq5J+2tkk5BBERnZR0tLC+644w68++67kCQJRx99NNasWYOCggJ88skn+PnPf47t27ejsLAQF110ES666KKpbjJBEARBpBRRiP+k4jjTBRIyJkAmhQwgPpEYT32GX0R3d7e5lGQskwRjm3RPKiYrAGiahvb2dgwODmLWrFlmOPzwOoD0n0sqhAxN09DW1oZAIIDZs2fD4/GYb70nA28ZSjAYNH0QRFGE0+mEpmlQFCXnl6FMBWO5/nm+AuhHXQx1n4gxnJb+CFr6I/jbJz1mWU2BE/MqfZhflYf5lXmYX+VDkYW4sWRWAbbu6QcQ98kYLmSkevwn+muUlJRA0zSuv4YhaowlEoiEDGIkLr30UhxyyCH47//+bwSDQVx66aW4++67ccMNN+CSSy7BN7/5TTz88MPYsWMHLrnkEtTU1OD444+f6mYTBEEQRAoRUvSslB3PW6mAZi4TYLzCwmQxMpeMBUVR0NzcbC4lMcz8xkIuCBmxWAxNTU2mz4BVVEEmziUVxzXORxRFNDQ0mCH6qY4oSVyGYrxVD4fDGBwchK7r2L17Ny1DmSAjjQNd1/HLN7qgls+N/x4NQvnnb+EpqcS/nXQWBqVCfNYZQGSYxXbrQBStA1Fs+ewLcaMy37lP1MiLixyVeSjNc2BBxRfLxe56dDMi/1aMlStXmmMo3QKBKIrwer3wer0oKytL8tcwIoFcLpc5tnj+GpqmZY2QZnzuMpm1hbBmaGgIhxxyCK655hpznJ1xxhn43e9+h//5n/+BLMtYtWoVJEnCYYcdhpUrV+LJJ58cWcjQ9C/+r+mwe6xMcdnv+ZJAiClTLTJJDHEyNLgltkzR+GPfIbHfb17OpiXOfWPWFf9/jUeHKuqodrNZC2Z62PYXe/mZQAqq2AwlthL2e0GoyOfuz0Po6mXKeJlMgHg2E00F8CGgHTwfggSIFs9eksZeQ7GENfwWqi1MloOsr1axrYsp0/f5VTHH5XxdupvY7AwFfR7oTjv6ARxY3A8hGt+GN4Z4GT7ybR5u/WFOhhO3xGaS4JUBwKyiAabM089e1/4Y/5lrli8A3WmHAmC2LwDBIUPiZGIpLeKbsDv62WwevEwYjhD/mTbPxo4LLydDSZGLHdMAkFfElos2QN2XCshTqECSZTir+c9FgpPzuXByPqxW3yucAaR39DNlmp8//jRO5iM1zL8v2fK/yNyhK/Ef3rY6JzsIANg4Y8jOuVYFFn2d72U/a2GFHesS5/4LADaBHSvFdgmiK97e2R4VmqhiSOFfq4jKZkiJqOy49oQbuPtj2EewzFXB347ICNnx5JhDGOlXM+m/MFbhJBgMorm5GR6PZ0xLSYZjTFw1TUvrJHaik3Qj60pBQQEqKyunfKI9WbHB8MOYivMxlqGIoohgMIi6ujrTNNRqGcpUvDHPdp+T0dr3q//Zgz9/GH8Ytgk6jhS2o/JrC3HCCSdg6dKlAABF07GnN4Tt7QFs7xjCJx0BfNIRQFhO/sx3DEbRMRjFq59/MREo9zkQ694LuPYtR3KWY/Xqa6GqKs4777wp6b/h/hqGIS3PX8Pj8cBut2dVRAZ5ZGQXPp8Pd955Z1JZW1sbiouLsX37dhx00EFJ33Xz58/H008/PeIxNSn+6KPa4g/Pqt1KyODs62QfuHULIUNwsY9YoshJiWohZNg5h+XpfZLDEDKkpP8LPEsszuRK55wTAKh29uFesLGfC1GwepTklHM6Vdf5zyqaCqj75kfG/622FTht0EX2vHjbxf/Alqs2TkpQjmAC8IUMzcGZnDrt0B3xdhn/jx+X0y+89qv89gscIUOQOAOIVwb+uOaNFYEzfoF957Vve/P/HCFDc/DHGm8M6pyxxvtMAfzPFTjb6k6L9KWcsa7bAG3fyyXj/yqnTQC/r3WOaClYTbvGOH55YxIAVDsrJKiKxX3JlnDvM++B7Ha88Qvwr5Vm54x18K+15uCIabz7Emf8APzPgChJEPddb+P/koWQYedoQarK1uUU+KKfW0i+Bk7X5DzCxoO47ycVx5kukJAxATK9tGQ04UTXdfT09KCrqwuVlZUoLi6e0KQgMYohnYw3WiIxtWp1dTUKCwvHVUe2MdwPIxVpOCfLWJahGG/Up0M2lFRiNYb/8HYrHn6jGUB8PeI9ZxyMYw/6CrOdTRQwp8yLOWVefPPQuLKvajr29oXxcXtc2NjeEcCnHQEEY8lfrF1DMVPEAAApvxyqqwCPPPKIKWRMpUDAM6RN9Nfo7u5OmoRmwxIn495OERnZyYcffojHH38c69evxyuvvIKCgoKkvxcWFqK/v39EQX7v0WcAAD77xiVpbSvvzs4rs3jvN2GOWv/1cW3fP87ylGP1OJUQqPHJdt++fx3J37Z2jGXjIdUXZhgD15477n3S9bTAW8zKi32wivFNjH1QbziLKTNoG0ebeHFCVuc/1n7htQkAdo+y3+5vp/degUJOGX81akrZcXqaz4sDGxM2vol1zShlc9eNvKzwS+Ooi8h+aDYyAbLJI0NRFLS0tCAajY57KQmvHiC7hAzj/GKx2KhZV6zqSBcTicjQNA2tra0IBoOmH0aqjp0qrJahhEIh+P1+dHR0jNsDYbLtyVasrtHfPunGXX/bZf6++oQ5OPag0jEfVxIF1Jd6UF/qwSkL4uKGputo6gtje0fAjN74qHUQYSW5DTa7A4HAF+G72dR/Vv4aXV1dCIfD2L17d0bHFg/yyMhe3n33XVx66aVYtWoVvvKVr2DLli0TOk7tPzdj79FnYO4LGyApMmL+sUdk9LWx92zNIiJjV18hU+aPsW/vGkP8R7FuThZxD2fT4oSIjKPWfx1vXPEK1IiKmR522lbrCTJlRZxQbwAor2WXAdiK2c+F/ZBy7v4o8LFlGvuWUy/lT0O1g+dDVeMixrz5Q5AkQPzwI+62wl52iqz3secqVPHTz/OWlsif9jBlemzsERmhFraw3++G7rBj4NpzUXD3HyDExre0pMtiacVYl5a4LJaWzCgcZMpa+9nrNyDzIwJm5AWhO21QbzgL0u1PQ4gq3KUlJYX8pSX+gbEtLWnkLHcBgD7O56rSzV7TQid/acasmX6mTNwXkbH725eg/vENEGUZziqLiAwHe/3EAnYJgzCnmrs/OEvW9E52uY/axV8GpvRzIjKslpb44pEYO06/BAf8KX4PVIY4xwzzz7W3l70HOjgRIeEoP1LB52GvS7ufva6iRURGa4itf1COR2TMXXc8Plv1N2gRBQGLiIzP2KGOCCcioz3CXxrTKDQm/T6rvhy33Hced9tUIwj876WJHGe6QELGBBAEAarK/zJIB1YRGaFQCE1NTfB4PEmpRydDprJ9AKOLDImpVRsaGsZ1ftkYkZHohzFnzpwpf/NsMFofJWZDKS0tNbOhDF+GYkRsTNUylKli+Lm+vbcf1z/3qbkG9ZIvz8TKwy0eXsaBKAioK/GgrsSDFQfHJw7BUAjHfnMluhQXPFUN0HqbEOtrw5H//u8AsstEk4cR6WO32+Hz+eD1ehEOh82xpSiKucTJ4/HA5XKl/XxoaUl28uqrr+KnP/0pbrrpJpx66qkAgOLiYuzduzdpO7/fj6KiohGvn6jGJ/iSIkNSYpDksQsZIufh3GppiR5hhQQtxm6r8ucmkDn6gsL52lCHLXdQIyrUiAJd5Lx/ltgywcZ6OQCAJLOTPl64tqRbvefmlOscIcMihFtI+MqXpPiPaLUtpw26xp4Xb7v4xpxrpbDnrytjFzLEGGdpRPSLCyjEZNMjQ+CMIYFzWfSIxdIMzkRM54kWFkKGGOVUFuX0KeecAECwf7G/EFUgRGUInImoGOOPNYFTv8B5zuZ9pgD+5woCZ6xj7GNdTGi+KMuQ5JjlcgVB4iy5UjnX3yomZIzjF5wxCQC6zLmuMv++lHgLMO6BOqcqzepac+6BIkegFPg6AETe/YYz1ngeRYDFfTXhHq5FFGgRBarFtZI591uZ8/mJhvnXKiwkX4NohD+m0oEAAWIKjDoFMvvcfzE8MhTF6os7PXUmRmQkLk2oqKhASUlJyh7uMxFtMhaRoa+vD+3t7SgvL0dpaemEzy9bIjKm0g8j1QxfhhKLxUwPhJ6env1mGQrv2n/eFcSVT39sfimevrACV3ylLm1t8Ho8+M97bsOll16KjrfegSAIOOqoo3DTTTeZbcxmIcPAaKfNZmOWOBljy++PvzFLFM3sdnvKz0/X9Zz+fE5H3nvvPVx//fW4//778eUvf9ksX7BgAf74xz8mLUn64IMPcOihh454vFBrfIY81ChBjNkQDvMnh243+4Aa4jzEO+385wHeG0W3xH6/5tn43yMDnHX3FhYHXGTO5DjCeXPfH+JHOub3sEqKNMC23+fu5u4vuNgFC4Kb4xsQ5Cs5oqbt88Q4EuKHH0EUVGgLF/K35dXPiTKwJMoRbYrY6ANtkD9pUYfYfhEk9rrabSq0fZNem6RC3Bd18P/ZO/M4Oaqqfz9V1ev0LD37mllDCFnYEggBAgoCyvqKIoqCiMJLFBTZREEkIKIogiBuyPsDQYioKILIJiAg+56drLPv+/TeVfX7o6c7Panbk57pnp4eqIfPkJnqqntvVd2qvvfcc74n6DfWFRBZrRJgkwX3xWpsa34CjwR3aQJr2h64PGIv0jL3GJrNSidQWjCGHAxhEQhwOovE1y+RMXBP8sbEx4uetXKX0cuhpNDopQPgbDA+F7Lbhjquc+Fc7EBRFeR5xeKG2QT3SrBNLxR7lEijAo8MweRezhO/qxSBgS3sEb9X9JCOPr7Uood19JCOb8hY7sio2PtnQOAVVCjwflE18feoIugXOYK+ahOItQKUCjQynIoFyREpt9wRRCeMO0H9HqHYp7H/2ZQEHuBjE2POKnW3eD+TjPDhnGHMMLOpkaGqKm1tbfj9/klDE6bLbHtkRFORjo6OUldXJ0ytOpU6ZpJkrlXU6NTT0xNLhTvVsrN5IipJEna7HbvdTmFhIZqmxTQQ9gxDcblcOByOKU0Ss8mjJhHR+9M57Gf12nWMBiID01VNRXz/U/vM+P078MADefLJJ/nggw9wOBwsXLgwNqmbC9cPIs/9ntdJpK8RCATwer2MjY3F9DXihUPTYTQTtcVk9giHw1xzzTVceeWVE4wYAEcddRQul4tbbrmFiy66iA0bNvDQQw9x2223zU5jTUxMTExMZggztMSIaciYBrOlkeH1emltbY2FWszESvdsGjLiU6vOnz8/loo0lXpmcyIXr4dRX1+fdqNTOkj3hE2W5QlhKPGpOLu6uj5UYSjxhqZhX4gL166PiG8CS6vy+Nnp+2EVuJvOBPn5+SxfvlzYxrlwfZNppyRJOBwOHA4HRUVFMaOZx+OJGc1sNtsEw8Z0PCtMj4zs4t1332X79u2sWbOGNWvWTPjsiSee4Le//S3XXnstK1eupLi4mCuvvJKjjzaK6pqYmJiYmMxlZCnyk45yPiyYhoxpMBuGDI/HQ09PT9pDSUR1ZWLyv2c9M5FadabPZbLy062HMRcmoyL2TMUZDUPxeDxJh6Fk+7n7QyoXP7SRHX0R19C6Iie//Nxicmyzn/ViLhkypvrMxxvNgJh2i9frpbe3l1AoNC19DdMjI7tYvnw5W7ZsmXSfBx98MEOtMTExMTExMckWTEPGNNhbOtR0Eh2cq6pKfX09LpdR2TmdZMpIEzUC6LpOT08P/f39SadWnWodmSaqh+F2u6moqJh2Kty5EhaQLInCUOJX1PcMQ8lmdF1H1XW++48PeKctEotd7LLy688vocglVnafDebCpDwdBpd47RZggr5GNB1nvLdGIm8g0yPDxMTExMTEJNuQSI9QZ/aPCpPHNGRMg0xN9qNZOwAKCgpm3IgBmfXICIfDdHV1TTm1araw57XSdZ2+vj56e3unpIfxUWXPFfX4MJTOzs7YMzY8PExeXl7WhaHous7v3x7huR0RkbQcm8KvP7+UeYXTT4GcbuaSR0a622m1WikoKKCgoGCCvka8N1DUaOZ0OmOhbOloS1tbGzfeeCNvvfUWiqKwatUqrr76akZHRzn22GOx2SYaui655BK++tWvplSniYmJiYmJiclHCdOQMQ1m2pCh6zoDAwN0dXVRVlZGOBzO2Op8Jj0B2trayMnJmXJq1WTJxLlEy9c0jba2Nnw+Hw0NDTidqU1m58LkM93sGYYSCARoaWnB5/MxODg4QdjR5XLNSJ+ZCne93MpT40YMiyxx62cWsV/F9MRpZ4qPsiEjnkT6GlFvja6uLnp7e3n++edZsGABByTIjJAsq1evZsmSJTz33HN4PB5Wr17NzTffzOrVqwFYt25dOk7LZJqEw5G+FgrJyCEZRZBJBMBRYFTNL8GY9UC0H4CuG/u0L2jUfnIq4kUKl8Worq8IsjPkjWe+kByRz2pzQuhymEqnMf9hea6x/aI0mQD2PON5hf1GbyU9IL5+6rAg64JDkGZzUJBnFlA0HUmyQB1IzR1IeliYnQQQZjORBc+Z1GfMpAJAidt4vOg7prlPfLxsPK8cmzElpaz4UK0qfUB+sT+W9lPuF2Q4EfRLZ4JUuSHN2NaSPOO9FmXiAcipE2TIsRozaeSOinNq5jVpqBaJTqBw3zBKOITsFGQCKRVn7bC2jBm2aX7jNakOjgqPD4QE519mLNNVKzwcy4IywUYZXYpMk+SKAmQ9DKVucQFd/cZtYUFK0mCC/iNINasNiTPMiJDsoicjQapdu4Ruidxv2SYhy5I41bQgEw5Ark2QDSdXkOEowXs1v9H4XnD2DBq2WZzi95K715hhx+u1odmtDADziweRAyECIfEUV9eNi4xjglStLkuiMebERdfinMx54Epp0siYA8PCpDENGdNgJg0ZqqrS0dERE4h0uVz09PQQDCb/QkuFPVO9phtd1xkcHERVVQoLC6mqqpqzeh/Rdkcn3BaLJa0irB+20JKpEA1DAaioqEBRFGEYSlRfw+l0ZnTC/rd3u/jVi62xv284ZQGHN2afB85c6UOZNriI9DXsdjuhUIj77ruPn/70p+y///6sXLmSVatWsWzZsqTLHh0dZcmSJVx++eW4XC5cLhenn3469957b8yQYWJiYmJiYmIyFWTSJPaZehFZg2nImAYzpZHh8/lobW3FarVOEIicaeNCPDOp/xGfWtVisVBQUDDjq7Azbcjw+/309PSkpIdhMjmSJCUVhhLvrWG1WmfsXrywtZ81j38Q+/vSYxo4eUn5jNSVKnPBIyOqlTOb7VQUhbq6Oq677jpaWloYGRmhs7OTl19+mauvvpoHHniAoqKipMrKy8vjpptumrCto6NjwvFXXHEFL730Ena7nZNPPplvfetbKWdpMjExMTExMTH5KGEaMqZB1CMjXYPvqJdCV1cXJSUllJaWTig3k+KiMzX5DwQCtLa2xrJ47Nq1KyNpXmeqjmjoQzAYpLq6Oq0ipZDZEJ+5smofz96yoUTDUKIeG+kKQ3m/fYTLHt6EOn7JTt4nh3MPq0lL2TPBbBsIkiHa/7JFYFPTNMrLy1m5ciWnn356yuWtW7eO++67jzvuuAObzcZBBx3Ecccdx/XXX8/WrVu5+OKLsVgsXHLJJak33sTExMTExORDiUR6hDqze1Q4NUxDxjSIDrjTMUmIhpKMjY1RW1tLbq4xxj6THhkzMYEeGRmhra2NwsLCmNfCXM7Koaoq7e3tBINBCgsL027EMJkaomwoPp8Pr9fLwMAAnZ2daQlD2dXv5Rt/Wo8/HHkWj19YzLlLZ87zI11ke/ui74FsaWc6jT9vvfUWq1ev5rLLLuPoo48GYO3atbHP999/fy644AJ+85vfmIYMExMTExMTk4SYGhlGTEPGNIgaMjRNS2kV0e/309raisViYf78+QldizPtkZEuo8lkqVUzYciYiTri9TByc3NNd/AZZLr3TpblmDYB7A5D8Xg80w5D6RsLcuGD6xjyRUSqDq0rYM2nmuhsb530uNlmLnlkZEs705V+9dlnn+WKK67g2muv5bTTTku4X01NDQMDA3PiXn1Y6B+LLBh0D+UjBULICcQuw2GjJ5c3YHznu8NG8TmAIa8xE5cmEgBVxR5jAc24ryo4fly3D3m8HL+qoKk6QwJh0VzBNpEoKUDeiFHALxgwDhvtAvE9gJBXIAyqGa+13S0WoJSLx9BlK9SBPuBB10JI7hHxvgJhT23p0qT2gwQioAVGEVa5Tni4UARUNJJyVKio45fQUQ5KTPdQIHgq0I9MJMyqyEYRzly3sUxniXh8pzQWG9tqNV5ruSPBvXJa0ZXI/ZYdMrKqoIeMdWkJ+oqnxbjNN2oUu93e7xYerwvWmEX9WrEk6D95xvsvFzqM/a+qRHg8gn6tdxgFLPWQWIBT6zfev5EtxvYn+orQVOMH3f1i3a78Hj+aLfIe6P3AgRxU6BrOM+w3lkAsU/S+GgkYBS9zrGIRZEkaNpbpE7yrBP0XICQQdpVlHcafDVnSkWUde4L6nYrxHtgEwqZeVTwOKLRN3J5vNb+3ZxPTkDEN4j0ypsvg4CCdnZ0UFxdTVlY26QB2LmpkhMNhWltbCYfDwtSqc9GQMTo6Smtra8yzpL29fcbOIZNpcD/siMJQPB5P0mEoY4EwX1+7nvbhyEBjQZmL2z67GKukZv31mwuT4w+jIePtt9/mqquu4vbbb+eII46IbX/llVdYt24dF1xwQWzbzp07qa6uzprzNzExMTExMck+oh7t6Sjnw4JpyJgG0Y40HeNCvODlvHnzyMszWkH3ZK5pZHi9XlpbW3E6ndTW1gr1CeaSIUPXdXp7e+nr6zN4lszV8Ji5RDpfuPFhKNE0nNEwlP7+fjo7O3E4HDGPDYvNziV/2cim7kgat6oCO7/+/BLyHBYCAfHKSjYxVwwZ2dTGVD3twuEw11xzDVdeeeUEIwaA2+3mjjvuoKamhuOPP56NGzdy991387WvfS3VZpuYmJiYmJiYfKQwDRnTIJpFYaqGjGgoiaIok4aSiOrLpEbGdOvSdZ2BgQG6urooLy+nuLg44QQlUx4HqdYR1cPw+Xw0NDTgdDpjn2XT5MtkesSHoZSWlk4IQ2nv6ODWVwZ4rSXi3ljgsPDrM5dQlhdxd822CbiIudBGTdOyqo2pemS8++67bN++nTVr1rBmzZoJnz3xxBP8/Oc/54477uB73/seZWVlnHvuuZx99tmpNtvExMTExMTkQ4xMelKnZoe0enowDRnTZKoT/qGhoVgKvvLy8ikN3OeCRkbU02RsbIz6+vqYPsFk9WTCIyMV4vUwmpqaYulw48uf66ElJhOJD0P52TPbeXHciGFXJK46vABGu+nWIiEo2TT5TsRcMGSkS5MiHUTffam0Z/ny5WzZsiXh59XV1Rx33HHTLt/ExMTExMTko4ckpUeoM8uHhVPCNGRMk2SNC5qm0dnZycjISNKhJHuS7RoZ0Qm/oig0NTUl5WmS7aElUT2M6RieTNLDbBpy/vBaG/e+1g5EFKJ/evoijp5fOCEMJRgMAtDX14fL5cLhcGRlP8nGNsWTTcaWdBgyTLKfolwPA0BZwShyMIQuENUEcOQYhQ1FryVFEX8/q7qxH4U047axsLi/+QXRayLFeiVO5C76tyTpOATtctmM52S1iMPkcqsFwo6acZut3ihqCmAdMe6rDhvrUgrFQ1GpqghJinwmVRYi6WLxPhCLdSYrAAogv/eescyBIeOOAgFQALlW0AdajG3SAMkSud+SU0YaF5S1l4nugVHsUBo0CmAmQgsZ+1XYK+6rlvHwyXh8O43Xe2xAXH++FkAdFz0MdIRRQiGh2KstVywWOjJgvK4+gTDtUEg8vvQKniEJYxZApVM8rii3GUVAla4gqtUGB0Hgg1GUUBA7u4THa8NGsU7da7x+cn6C8bHguZYVY1sDPvGzIhLAFAkDw/h7Il4YU9JxWoz3xSIQwASwCO6LXSCgmYiw4F55/EaxUMuYuMy+EWNfUTUZ3R5pV/+YCykQwpNArLTVZ+zDqqBbNHvE7+VWz8R2+X2ZmZ+ZiDENGdMg2dCSQCBAa2srkiTR1NSEzWZ8UJMhmzUyRKlVZ6Ke6TCdOuL1MKqrqykoKEhr+cmSLRO7jxI9PT10dHSwYdTBT1/oiW3//qf24eMLIoru8WEoo6OjdHd3EwqF6OjoQNd1nE5nTDQ0mWwoM002GQkSkU1tjD7PIl0fExMTExMTE5PZQiI9YSHZMeJKD6YhY5rszZAxPDxMe3s7hYWFlJeXp7TCF50wZ2LAn+zkXNd1uru7GRgY2OuEP5V6UmGqdaiqSltbG36/36CHMRuYoSURMjHJ/fOf/8wtt9yCJ7cGjv46yJFX49dX1fHZgyqFxyiKgqIoVFZWous6gUAAr9fL2NgYvb29KIoSM2qIsqFkgmwyEiQim9qYbRlUTExMTExMTExMxJiGjGmSKNxD0zS6uroYGhqipqaG/Pz8lOuKT/eaCUPG3jxN9pZaNdl6ssmQEQ2PsVqtQj2MROVnKuRnJvmoG0zeeecdfvzjHxN0lcGqC2JGjMNKVS5cVZvwuPjrJkkSDocDh8MxIRuKx+MxZEPJZBhKNhkJEpFNbVTViMuo6ZFhYmJiYmJikk1kSiOjra2NG2+8kbfeegtFUVi1ahVXX301o6OjHHvssYYIg0suuYSvfvWrqTdsGpiGjGkiCveIDyWZP3/+tENJ9iQ6yE81LWAy7C2Mxev10tLSgsvlSphaNRmyScwyGh6TTXoYe16fbLpeHzbWrVuH1+vFddRnCFgiRjmt9V0W2ENI0scnPTZRX4nPhgIQCoXwer14vV5hGEq63hV7Mhf6TDZlLYleL1Mjw8TExMTExCSbkBHrJE2nnMlYvXo1S5Ys4bnnnsPj8bB69WpuvvlmVq9eDUTGzdmCOVqbBiKNjOHhYbZv305OTg4NDQ1pnZjEe2TMNIkmzLqu09/fz86dOykpKaGmpialVcts8MjQdZ2enh7a2tqorq6eksZHMuWbpEamrm3UoyhsH/ee0lTUF39PjnNyT6OptM9qtVJQUEBlZSWNjY3U1NTgdDoZHR2lubmZnTt30t3dzejoaMwrIB1kk7dDIrIpa4lpyDAxMTExMTH5qDI6OsqSJUu4/PLLcblclJWVcfrpp/PGG2/MdtOEmB4Z0yRqyNA0je7ubgYHB6elFZEM8R4ZM41ocq5pGu3t7Xg8nqRSqyZbz0yfz2SGhqgeRiAQmHZ4DMyNFe/JyPZJbib4+Mc/zj333ENzwIecB7okUVZSyKc+9am9Hjud65fpMJRsv8fZZGwxs5Z8NMhxhxgA8kqCKKEgilP8HrcUGY31rlGvYZtSIDbqN1n6DdsCfuO+iuQWHl9gNX4vWQWZBEodkewWUdX++XljSLYQpfkew77Fdcb2SwlGgvZ9jVnWtNGg8fgSY3YIAClozAQhB4zt130JjLce/+7GefyghyFgrB+AErexflEmE0F2EgDtgAOM+wpWHUVlAuA2XivhW6RlAF2J3Cc5z4ocPXXN2AcdFcZrJduMmUwAcYYQl/H4RPdaEizz6oIhmt0hvlfWUhl5PBuLtURGCctY/MZzUkrFWU+KAsZ+GQ4a2zQWEC8SesLGEyt2GK9Vfp5PeLzVLTj/oB4TRZSIuOPrHnH/C3cLngtBB5ByxO8aUTYTxWbMhKIExeNmm914X/QEWUsKyv2oVo0eIL8sgBIKYrEJjk+QzUmUIcXpFGQ9SdBXcqqN18DVY7x+VrfwcCwtxveK329Fs1npA4pzPci2EIpHrHNX4De+V0VZb+wJ1mote4xXlAyOXzIh9pmXl8dNN900YVtHRwdFRUWxv6+44gpeeukl7HY7J598Mt/61reSylg5E5iGjGkiyzKhUIidO3ei6zpNTU3Y7cmnxZpOfbPhkTGd1KrJ1jNbhoxAIEBzczM2m42mpqaUwmNmCtPbYzczPcktLS3lV7/6FWff8zZDgCTJ3PHLO2lsbJz0uHTdn2TCUKKCoVMNQ8kmI0EisqmNZtYSExMTExMTk2wkUxoZ8axbt4777ruPO+64A5vNxkEHHcRxxx3H9ddfz9atW7n44ouxWCxccsklqTdsGpiGjGkSDAYZGxuLpR2d6RW8TE1s40NmZlI7YrZCS9J5Tqax4cNDfX09+y0Y4ZWdQwDMX7AwqeNmYgIeDUMpKCiYkA1ldHSUnp4erFbrBMPGZJPubDISJCKb2mh6ZJiYmJiYmJiYwFtvvcXq1au57LLLOProowFYu3Zt7PP999+fCy64gN/85jemIWMuEQ6HGRsbw+l0UlVVlZE695buNV1EPSW6urqmnVo1GTI1Udi2bRuPPfYYPp+P8vJyFi1aRG1t7Yyck0l6ybSRyKbs7pOBsIZrLw5WmfKQ2jMMJeqtER+GEhUN3TMMJZuMBInIpjaa6VdNTExMTExMshFZSpPYZxJlPPvss1xxxRVce+21nHbaaQn3q6mpYWBgYNbGcqYhYxpYrVZKS0vx+8WxijNBplJ9qqqKqqqMjo7OaLhMJrwZNm/ezC9/+UuGh4cJqyroOmeddRZLlixJS/kzeQ6mt0fmsVl2GzKCanLXPtMvbVmWyc3NJTc3EpMeH4YyODgIEPPUcLlcWWUkSEQ2ZS2JtsX0yDAxMTExMTH5KPL2229z1VVXcfvtt3PEEUfEtr/yyiusW7eOCy64ILZt586dVFdXz9o4zjRkTBOLxZIRw0KUTGhkeL1e2traAGhsbJzROPFMTNSfeuopegdH8Bz6VXzWAvZpf4p///vfnHrqqVRUVMxo3elE13U8Hg8Wi2VGdViylUy9HCcYMsJ7f7azwdAkCkPxeDyxMBSAwcFBNE3D6XRmpfaDrutZ065syqBiMnP0dkYMge3NBUiBELlOo6geQMGoWBhwTxw54veFSFgxp8C4b5FXXI8mEOtTBduc1jAAulXCN/63pIWFZeqCzaExcZ9X2oxioYEu43vP1msUNQXwtBmfa7/P+B0my+J3aZGlB9VigyYIbe5DCwdRCsUaQbLoHVJgFCaXBobExwuEPbWlS5PaDxKIgBYZPT9lSUYf7xjyvGLk6A2RjddQGzIKINorxNfKFhYIa1YIzt8hHvZLDcYxkcvSYtime8X9SmksQx4/L+vCEhQ9jNY7aqzHIu5rstX4DIZHjG0NauLvClGpoqGDxTaFcXv88nf0d6u4fj1kvP4hj7EB8qj4XSMSBu1qN/afkCqu32E13peesRzhvroO2rgw8ECXEzlgoXfU2Ff0SSUhJ5LnN55XQa74veYQ7KsIhraWUvGznqsan4tcLYRqtUXEPut9KKEguYPixWaRCGpQcF1tsjixgUOZ2C/z8jI7gZ/p2sLhMNdccw1XXnnlBCMGgNvt5o477qCmpobjjz+ejRs3cvfdd/O1r31thluVGNOQMU0yJb4ZZSYn/rquMzAwQFdXFyUlJfT29s74xCITHib9/f0Eqw9mzF4KgK+wCWlgFx6PcXA2HTJhjNE0jba2NsbGxtA0DavVGgsjyMnJMSddacSuxHtkJNc3s8WTACaGoRQXF6NpGjt27ECSJPr6+ggGgzidzljfSTUbSrrIJq+RbPIOMTExMTExMTGJkonQknfffZft27ezZs0a1qxZM+GzJ554gp///OfccccdfO9736OsrIxzzz2Xs88+O/VGTRPTkDFNMqVZMdP1qapKR0cHHo+HhoYGrFYrvb29Mz65mGnDTE9PDxWVVbzkXRTbPjbYQ31ZGWVlZWmpZ6ZDSwB27NiBLMvU19cjSVIsTWdvby/hcDg2MXW5XNhstmnfs2yaTM4WVsvu8w/MEY+MyZBlGUmSKCoqwuFwxMJQPB6PMAxltlJnZVPfMz0yTExMTExMTD6qLF++nC1btiT8vLq6muOOOy6DLZoc05AxTTKlWTGT9UVTq1osFubPn4/FYiEcHndRnaOGDFVVaW1tJRgM0rTqNNQXd7trljgVVn9tNXl5xnzv2YbXG8mp7nQ6qaioQFVVdF2foI8QDAbxeDwx4UdFUWKT0r1lszAxYo9zeQ3NQY8MEfHP8d7CUKLZUFwuV0bDULLJkGF6ZJiYmJiYmJhkI9L4f+ko58OCaciYJoqizGmNjOHhYdrb2w1pSKOrkZqmzejK5EwYMvx+Py0tLdjtdpqamvj+c69P+PxbF3yZgw5oSFt9M2WMGRwcpKOjA4DKykokSUJVVcN+NpsNm81GYWEhmqbh9/vxeDxJZbOYC8x21pK9ke0eGZDYSCAKQ4mKhvb29hIKhTIWhpJNhgzTI8PExMTExMQkG5HSFFqSJUOutGAaMqbJbGhkpMNwous6XV1dDA4OUlNTQ35+vqGe6H4zSbqNAFHDTHFxMWVlZWzsHOXdjolaGPvVVaatvpkgem+GhoaoqamhtbU16WNlWY5NOktLS4VhBC6XK2bYsFgij362TCATkcn2TRT7zM6sJVMlWSNBomwomQhDySYvCNOQ8dEgEI68/3whC1JIR5LEz7vcb9weVo39Iz8sFrXr7so3bLMqxu/x1hHjfgCDQeMQLaQZ64+J12kWcoB+nwP8FqGAXY5AQDIcFvd5u9e4r64Zn1VNIHQIoIaN+/r8RgE/m0CoEEAPBtE1ffx3HT2so42EhPvS3GfYJNcJ9hMIgIJYrDNZAdBE+woFQAvzgPH74s4FIosU4juQnAAogOwUeNCJPAsTzYI8xj4sutbqoPheofWjKlZoAnXHAKgh/K3G4xO96tt3GIUtB30Ow7ZNI+L7FxKcamnA2NdEzwRAuccoTKpYNDRb5BkcabUgB3XcFq/weP+g8Q76RgV93WZclALxM9jnNYp1esMJxE4F17UvIP6e1pHAbsEOdA7nQSDMgOBaKQneiyLB4eGgsa7RgFicPhw2XutgyPiuKx4bEx4/MmDsA1ZrGM0WacNwmw05KDHmFdff7XUatonOdCAkvtbDezyCUoJXkklmMA0Z02Q2NDJSnfiHQiFaW1tRVTVhatW5ZsjQdZ3u7m4GBgYmGGbueWWi2rYkQWmeWAF5uqTTGBMOh2ltbSUcDtPU1JTyZGrPMIKot8bQ0BBdXV3Y7fbYSrtJhHiPjGSzlmTLBFxEKn1T1H+8Xu+EMJR0ic5mk/FA0zQzJMvExMTExMQk65BIT9aS7B25Th3TkDFNooaMTE1mUvXI8Hg8tLa24nK5qK+vn3TikIlsHOmoY4IeRpxhpnskwOPruyfsW+KyYVXSP1lKx3WKD4mJpr2NhpLE96/p9jVJknA6nTidESu0qqoxbY1ois6Ojo6Yx8ZsiT7ONvEaGclmLclmon0z1fdTfP8pLi5GVdUJorPxYSgulwu73T6lOrPJIJRNRhUTExMTExMTE5PEmIaMaRId7GZqED5dDxBd1+nv76e7u5uKigqKior22t5MeJukasjw+/00NzfjcDhoamqasIr6wOuthLWJZZfnp9/zIB33fWRkhLa2tlhITCb6kqIo5Ofnk5+fTygUYufOnTgcDsNqe1T08aMysbMpU89aki0T8MlIdxsVRTGEoUQNY/FhKFGPjb0ZxrLpOpqGDBMTExMTE5NsRCZN6VdTLyJrMA0Z0yTekJEJpuORoaoq7e3teL1eGhoayMkxxtslqiubPTKiehglJSWUlpZOmAT5gipr32w3HFORL46VS4VUzkHXdfr6+ujt7aW6upqCAmN8aCaIXruioiLDant3dzeqquJ0OmOT0lRSvE6VjIt9mh4Z08JqteJ2u3G73RPCUEZGRuju7t5rGIppyDAxMTExMTExmRxT7NOIaciYJvHZPTIRUz1VjQy/309ra+uE1KrJkq2GjER6GPE88l4nQ76I8k6BEmRYjehi+Ae70PX9s2LCpGnaBANTNOQjnkxplUSJTibjV9t1XY+ttns8Hvr6+lAUZcKkdKb7fir3q6enh+bmZmRZpqGhgaKiooT7qqrKG6+9AhQD8MRT/+aT808T9rEo2TQBF5EpQ0Y80wlDyabrONPZmkxMTExMTExMTNKDaciYJpIkpS2TSLL1JVvXnhk8pjpJyEZDRjgcpq2tjVAolFCoVNN07n11t8inZ9OLsOBYAN5+6VkerQlw6qmnpt74caZznUKhUGxy3dTUNCUDU6aRJMmQ4tXn8+H1emMpXlPRRphJtm7dytq1a2MaILW1tXzhC1+gpqZGuP8fH/orT//ndVgU6R/vrlvPLbds47rrrsuac5oq2ZAeds8wlGAwGEvzGg1D0TQNj8eDxWKZdX2WbDKqmMwcxXlj9AMVhSPIwRA5BWLZeWuO8TtXCxn7hyWBvbNgzJgJQhco/ttGxZkMci2C1MkY9y11RTIp6HYrXqAkx4ekhHDnGevPaxDUJYvHFpZGt3Fbv7FMSdBOgBy/37AtlCATgAhJjvzE/66OJhgHyYJ7KMpkUpvgeHeesf4kM5mAOJtJ4kwm4+/mUBgYzwIiyKYii5ZeJWMmEwDdZ8wmonuN2xJmPRk03quxrcZrpSbIhOFSQ6jWSHtDfWG0UIjAsHF8Y3WK+7oqyMYjypqRKJNGQOAs7xdkGBoTZNcAyBdk0wmpMro9sv/QSA5SIIStzZhxA2BwwOjxHBRkGCmQxBmOLBbjtbYKnktVF48ZZcF1scvia+WyhtCtkXw5OdYwkhZCEuTtyEmQTUgTvMMUQVtdNvF7NcclyIY0ZixTVsTtDwmuayisoGuRe+Xz25ECMn0esRd6r6APhwTn1O4Vv9c6vBPPNeTPYAZLdOG9mk45HxaydxaV5UiSlNHMJcl4ZOwttepU6somjYx4PYyoGKaIF7f3s6MvMqCzDTXjkMOMjH8WKF/C7U+uY/lRx1Plnp1MHV6vl5aWFvLy8qisrJxzK7+yLMe0M6IpXuO1ESRJmqCNMFtGGlVVeeyxx+geHGVnzQmMajY2D3fR8vArHLbycHpGg/SMBugdC9I9GqBnNIg3WBEzYgC48t288spzMW0ZEdk+6Z0Nj4y9ETWMxYehtLa24vF4GBgYwGazxbx9Us2GMh10XTezlpiYmJiYmJhkHXKaQkvSUUa2YBoyUiATngvxdU1mXIimVtU0LaHHwlTqyoRHBux9Mjg0NERHR4dQD2NP7o1LuepsfRWLc7chR82vpJVKPn7rSyyuyuO4hWUct18pTaWuaU/0pnKdBgcH6ejoSFpwNdOhJdNBpI3g8XgYHByMpXiNGjWcTudez3lgYIAnn3ySgYEBysvLOeaYYxLuq+s6g97QuDEiSO+4QaJnLEDHoJcNY/swXLwsttiFs56uUXj+qe1JnZs9MISu64TD4hWJuUC2G1qiYSgAVVVVyLIsDEOJ9qFMePxk+zUzMTExMTExMTGJYBoyUiBbPDKiqVVzc3NjE4JUyAZDRrwexrx588jLM7p9xrOle4z/bo+4gda4HVTlBnnv/WfJt+bgK9+fkKMwtu+GjlE2dIxy27PbqS/O4bj9SjluvzKWVuWLXTknIVkvmaGhIerq6mIu9tlCuiZt8doIJSUlhMNhvF4vHo+Hzs5OdF2PrbKLUrwODw9z/fXX8/777yNZ7IRtuTzx9naWr/oEL/a2xowUPVGjxViQkDrJtZeT90ayyBJl8hg9u7bglEI4vd2MbHqJw1YcSmVlZcLj5sKkN9vbF+81MlkYysDAQMzjJ/qT7jCUaDpt0yPDxMTExMTEJNuQxn/SUc6HBdOQMU0yHVoi8siIT61aWVlJYWFhWiYumTZk7Ek4HKa1tZVwOJy0d0m8N8aXV9ay8uRruOaaa9j6/j8pyHmO/VZ8nEXHf4GXdo6yoXN3jOOufi93vdTMXS81U55v5xMLI0aN5XVurMrkBqG9XWtVVWltbSUUCtHY2JiSl8xcw2KxxFK86rpOIBDA4/HEUrxGQwiiKV6ff/551q9fj23ZZ2gvWAySzGvAa297gJ1Trl+WQEuyC4c1nfySUsq0fjrf+BeKp4+Vh63gqquumnRSm+2GjGxvH0we/iIKQ/F4PAwPD9Pd3W3oQ6kacLMxFGdvvPHGG5x33nmxvzVNIxwOs2XLlllslYmJiYmJiYnJzGMaMlJgNj0yoqlVfT7flFKrJltXJjQywGjI8Pl8tLS04HQ6qa2tTWp1tH8syKPrugDItSucflAVuXYLd955J6+++ioLFiygsbERi8XCpUDboI9nNvfyzKYe3moZik14u0cC/PH1Nv74ehsFTgsfX1DKcfuVckRTMU6bsR2TGXwCgQDNzc3Y7fZJdT0SMRdCS5JFkiQcDgcOhyOWySK60h5N8bpr1y5CKPSMGzEmw+20UJpnpyzXRlmejbLY7/bY34U5Vo657WUGfCp5Vvjr2ftQUVHB9j4vT2/u45nNfXzQ44mVubnHC9TCsv+lvtDGgsXljCr5VOzFGJDNk965bsiIJ97jB5jQh3p6egiHwzgcjpTCUKLvvLnkkXHIIYewblxQUNM0zjrrLOrq6ma5VdmP1x8xKo95HUgBBZtdLEBozRUI8LmN+1nmGTNPARQiEsY07ifLRlFJgEDAuLNIFLGkYizymdXGDqCiagQlFMRaYPz+sNQavRs1gdAjAGGB2GCvQKgvwXBhqMN4XQbHjNtCmviZc7aE0GyR8/W2ychBGSmBAGCOzXgPhc1qEV9r4bdOkTEtukgAFMTCnkIB0PfeQ9cj56sXFqBL6ni5g8ZC84zjOnl+gmH74Jhxm824r94v2A/AYrwCjkJjv5Cs4utvnedEVSJecrZ6B4qqICnG/i87xO/lwmGvsUke4+JPkU/8rOUKnguXYuwTBY6A8HibQNhS1azo4yKasqQjSTqaKm7/WMAoFhoWiI3KHvH1c9iM9Q8LhEm9qvhZyZOMx4sELCEi1hkVHdZ0CUmXCAuuX0jQfgCHxViXzWK81vkCsWEAZ4nxeIfbuM1eb7ymAOW2EeF21WpjGCidN4oSCmLrEIcG6wJ/BK9AQNSrivuavMcYtcCZycxwZvrVPTENGSkwWxoZfr+flpYWrFbrjGS+mC2PjKnoYcTz4BttBMcHXJ9bVk2uPXI9cnJymD9/PgsWLJiwf02hk3NX1nLuyloGPEH+vbmXZzb38t/t/bFwhWFfmL+/18nf3+vEaZVZNb+YT+xXxscXlJDvnNylfXR0lNbWVoqKiigvL8/6yWSmURSFvLw88vLy0HWdYDBIfX09IXcd+vgXhM3Tg3VgO0cdcgDHrFw2bqCwUZprxy4YcO2JJxBmwBf5Yt2nIj8WIjK/1MX8UherV9XRPODj6c29PLO5jw2duwd3uwaD/OalVn7zUit1RU6OW1jCJxaWsKgid8K9zHYj01wwZETfaVNtZ3wfgt1hKFHR0OmEoUTv51wT4Y1yzz330N7ezu9+97vZboqJiYmJiYlJmpFJYHSdRjkfFkxDRgrMhkdGdLI/3dSqyZBpQ0Z8tpVk9DDiCYRUHnijDYhYKb+0Yt6EOvZ2HkUuG2csq+aMZdWMBcK8sLWfpzf18J+tfXgCkYmwL6Tx1KZentrUi0WWWNFQyHH7lXFEfd6E8qOhPj09PVRVVeF2u5M+DxHR9mf7ZDQVJEnCbrdz0kknsXZLiPXj2bpym1/glINqOeXIBnJy/LhcCjkOCZuS3LVoiVthrC0UW9Xripx87fBavnZ4Le1Dfp7ZEvHUeLdtt7W/ecDH719u5fcvt1JdEAk9+sTCEvavjvTRgYEB+vv7sVqtzJs3b9bTh8aT7YYW2G1sSbWPpyMMZS4bMnbs2MEvfvELbrvttmlnqzIxMTExMTExmUuYhoxpkmmNDIi4U3d0dEx5sj9V9pYhJZ31hMNh2tvbp6SHEc9j67vp90RcXU9YVE61e/ekdaoGmVy7hROXlHPiknKCYY1Xdgzw9KYe/r2llwFPZIYd1nT+u32A/24fQAIWFNs4td/JMfsW88zfHuSRRx5BkiRWrVrFRRddhMtlzA0/HT7MxgyIaGoE3PXQ60VC5+bLz2fpvk10dHSQl5dnWGnfW4rX5oHdbqp1xWJDRjzVbgdfXlHDl1fU0D0S4N9b+nhmSx9vtQzHQo/ahwPc+1ob977WRlmejf3yglg611EY7seiKCxatIhPfvKTsfCH2WYuGMFmoo2ThaFEQ5mcTmfMWyMahqKqEcNlKoaMtrY2brzxRt566y0URWHVqlVcffXVFBQUsGnTJtasWcPGjRtxu9185Stf4Stf+UrK56uqKt/97nf51Kc+xcc//vGUyzMxMTExMTHJPiQpPWEhWT40nBKmISMFMmXICIVCtLe3A6ScWjUZJsuQkm5aWlrIyclJWg8jHl3XuSdO5PPclbUTPk/Fs8RmkTl6QQlHLyhhjabzTusQT23s4ZnNvbQPRVb7dWBLf5CfPr2Nnz69DYYcSM6FWLvWsfX//o+enh5+9rOfZf1kEmZ/9b5vLMjW3ojxYUlVPisOWorP50OW5QkpXn0+H16v15Di1eVy4XA4Ytd6V//u2Mz6oqnpx5Tn2znrkGrOOqSafk+QZ7f088yWPl7fNUR43KrRMxqkZxRgKS6byoq8QULvvUdFRQUrV65MyzVJB9ne9zJhbNkzlCkUChnCUP7973+Tm5tLU1NTShoZq1evZsmSJTz33HN4PB5Wr17NzTffzDXXXMP555/Pqaeeyt13383WrVs5//zzqa6u5vjjj0/p/O6++246Ojq46667Uionm9m8eTM//vGPWb9+PRaLhRUrVnD11VdTVlbGK6+8wk033cTOnTupqKjg4osv5tRTT53tJpuYmJiYmKQViTRpZKReRNZgGjJSIBMhGGNjY7S2tuJyufD7/RlxXc/EeQ0NDaHrOvn5Ef2C6UxmXt05yAfdEW2DA2sKOHCeUZgrHSiyxPK6QpbXFfLdTy5gU9coT2/q5amN3WzrjROoclehu6sILjqB3Lf+wPPPP09LS8u0xfcyqcEy27y2ayj2+2H1buE+8boHe6Z4jRr6ot4aO/t2C3nWFU3fQ6LYZeOMgys54+BKhn0hnvugn2c29/HfHQMxHTyPqvDsUAln2nPo7e2ddl3p5qPqkTEZkiQJw1AUReHRRx9l27ZtNDU1sWrVKo444ghWrFiBzSYWHNuT0dFRlixZwuWXXx4zrp1++unce++9PP/884RCIS677DIUReHAAw/kzDPP5E9/+lNKhozt27fzy1/+kttvv/1DG1ISDAY577zz+OIXv8jvfvc7xsbG+Na3vsV1113HD37wA1avXs2ll17KGWecwSuvvMIll1xCfX09+++/f8Iy28dcFAE7hvPR/WGG/Q7hfu5Bo1idSJSvcEgsajfaZ+w7zryQYdvImLh+f9g4RPOFjNssvZGXkWaPjA+G+53IAQuWQaMAX6E2atjm7xcb7+yFRlG9kQ7jQkqir6mOIWOf7PUnvxBTMJCDPn5OQ4NOpIAFq0BUEEAWCEs6KpIUAAWhCOieon4AFIq9YUUioPJ77xnrP+AANBVYB9rSJUjjl14kFioUFrUkMLQ2VBm3CVRYJXcCb94RowiopSSBMKiIsL67I4R1UHXCY8Z3e7hf/L7vHjS2q9tr/O7e4UnufQyQJ7hWdkXcA0QiuqomgW5BAkb9NgjIuLxGsVsQP5ejIeN43SPYBqDIxoeo2Wt8L3jC4uvnVIz1D4bE3oVhLQ/ZYaEJ2DaSi+YPMxIWiL0K2gTgEFxDu2DfMsH9A6jwGPuVLBmPL7V4DNsAAsPGc7UXGN/LlgTvCqdArNShCN7rAgFXgOAe4sSuBAK4JpnBNGSkwEx6ZOi6Tl9fHz09PVRWVpKfn8/IyEhGJrYzGVoS1cMYGhqKrbZPdyJzzx4pV/ckaghI52RJkiQWVeazqDKfs5bm8862djaNWLn7qbcI5I4PJCQZraQRvX09gYBYIdtkIq/u3K3YvqLBndQxiVK8Dg8Ps7VrGIhYnYvsGpqmpax9UOC08j8HVFDtdvBB9yido7snJAtyfISGvVk1mTQNGXsnGoby1a9+lTPOOINt27YxMjLC66+/zg9+8APOPvvspMM/8vLyuOmmmyZs6+jooKioiI0bN7Jw4cIJ3h6LFi3iz3/+c0rt/9e//kUgEODiiy+esP2JJ56guro6pbKzBZ/Px7e//W0+/elPY7FYKCoq4oQTTuAPf/gDjz76KHV1dZxzzjkAHHPMMRx77LH85S9/mdSQYWJiYmJiMteQSI83RXaPDKeGaciYJlGNjHBYnN4nFeJTqzY2NuJ0OmOGhblsyAiHw7S2thIOh2lsbGTXrl3TPp8dfR6e/6APgKoCB8fvV2rYZ6YmSLqu093dzcDAAFV5Fo5fuZixN//OH/7zJKyMTHq8w4MsrKujttZoYDGZiK7rvDrukWG3yBxYUxDbnizxKV6Lioro8rQCUOqyMNzfy0BPV8ybw+VyYbVap9w/vEGV257byYNvdsS2ybrKUn0njUPN1NXVsVSQbm+2mG0jQTJompY1bdQ0jdzcXI444ghOOeWUlMtbt24d9913H3fccQdPP/00BQUTPcbcbjdDQ0MpGdkuuugiLrroopTbms0UFBRwxhlnAJE+vXPnTh5++GE+9alPsXHjRhYvXjxh/0WLFvGvf/1r0jKl8XTa0niGKxKkX416A8SjWY39VbWKj9dsguNtxuNF9QDoglVWZOMqc9QTI1pf7F9FsMpsNX63a4L04pF9BR4NgnNK+Kq2G9svTWHYqdut6OP16ZOcE4jbqgqqkhJkvdIVwXmJcuWSKPTMeBGiaVbj0VQYl+OJ/Zto36lcK3G7RO/WBGUKzlW1JO8BrCuWWPrV2L+ClWotQUpQ0TMgacY2KQLPh0TIFkHHdIiP122CMa/G7j48/q+o/8d/PgHh85tgbC3wSJAFbVUSeGTIgrTESoK+LjtAGi9bclgimTAEHhlyAo8MSeCRIYn2FV0TErxXBeevWsUeEaL3lWqV0cY91mP/JrhXovpF7zDR9QdQpIn1KwnO0yQzmFc/BWbCIyOaWtVms01IrRod7GdCk2MmNDJ8Ph8tLS04nU7q6uqQZTml0Il747wxvrRiHhbB4CY+M0q6JkuqqtLa2kowGKS2tpZdu3YB8M1vfpN3Bn9F1Dm0rKiAH1/xYxwOsctwMmQye8xs0jLop2sk4rly8Lz8pNKrTsaQL8zoeMaZxrJcGhoaCAaDeDwePB4PfX19WCyWCaKhe5tIvr5riGv/+UFMHwVgUamdL+6jU2RdgM22hH322YfCwsKU2p5O5kJYUjYZW9KZteStt95i9erVXHbZZRx99NE888wzKZf5Uae9vZ3jjz8eVVU588wz+da3vsVXv/pVFi5cOGE/t9vNwIDAJT+OwotXAVB600mT7mcMwhBv65u0lPQiGrT17/H34GVfSnh8d1pbMzmiJ6lsCscPxf0+fOVZk+6byXuQEnERJJs2xodTrDDuOxNfJ4kiM9yCbfME25Jg4+FfjvyyanrHRykSbDs8tSITIvq2jP9mkq77DAA9CY4XPZep3r5M+JQ1/vSEDNQykcG97wLA5G/xxOz44gXTPHIi86e4PRPIUno0MtJRRrZgGjJSIN0T/slSq0ZTFGYqm0g6z2twcJDOzk5KS0spKSmJndd06xn0Bvn7e50A5NgUzjhYEBvKRENGOggEAjQ3N8eMTPFeMnl5eXzmc2ex7p9bAPjG/36N/farT0u9H3biw0oOa5j41T+dSe6EjCVFzliKV7vdTlFREZqmxbJY9Pb2EgqFcDqdMV0Dm80Wq9cTCHPrszv509udsTIdFplvfbyBVRUaBfl5KafZnSmyyUiQCF3XsybdafR6pdqeZ599liuuuIJrr72W0047DYCioiKam5sn7Dc4OEhhYWHWnH+2U11dzfr162lubub73/8+V1xxRcL+vbd+P3jHixRevIre7/4TPRCmxC4OASxw+g3b7FajF6a73LgfwFi/ceXPmWc8vrc7V3i8SCPDHzKuRpYXRGLJNZuVwcu+ROEt9yMHQ1gUo5eCe57xXAMDYi8Dm9t4/GincSacUCNjwKhb1RdIXiNjQdEQus3K8JVnUXDzA0gJzgkgv9h4Dxzlxv0kZ4JV6jzjvZLnFRt3dIvvFSHjfdULjeevLV2CqkaMGPstGiUabSZv2Ghsa3+yUz4gVyBqLdDIIIHGA6NG3YLwpkTTdiOyM+KRsfHwL7Po5XtR1BC+rca61KD42WxpM077e33GhaDNo8kvDuUKPDLqXOJn1W0ztlUb98iQrvsM+nV/hUCY8gKxbkjHkFHjYzRs7FP2BB4ZisAjYcuoMeudN4FHhkPgkTEk8LIAmOcIIzksNP70BHZc8ST6FDUyRDojIo2MUrv4WpfnG7UvJMH5l9R5DdtArOljy1fRrFZ2fPECGv/4O+RQiLFesdWuW6DdI3qHbRsVP+s9gT00MmrzOeCamTKxTURCbCCeTjkfFkxDRgqkyyND0zS6uroYHh6eNLVqprKJpMuQoes6nZ2dCc9ruvU89GY7/lDkun/moCrynTMvgDo6OkpraytFRUWUl5cLjUre0O6/3bnpTcGZ7RPSVHh151Ds9xUJhD6nwt4ylsiyTG5uLrm5kS+pYDAYEw3t7+9HlmVcLhebBjRu+ncrnSO7B/4Hz8vnhpP3pbbISVtbW9bfl2xvXzYZW9IR5vL2229z1VVXcfvtt3PEEUfEti9dupS1a9cSDodjXnbvv/++qeMwRSRJor6+niuvvJLPfvazHH300QwNDU3YZ3BwkKIi0VrubvRgZDKsB8Lo/jAgDhGVZKMwp6wb91VC4smhLNgsB41lSgHjNgApLPh+DAlc0Pc4Xg6GkAMhZIHYnaitclBsyFBCxuNlwUQ04dd4QDC59yefFSj+ukjBEFKCcwLxeQn0+5DC4vplQbGiew3i+kV9SJeM+8Z7pSsKuw0Zon0T9EsxonaJxqcJyhScqx4W90sRsrq7EyhqKPIjuCd6AkOG6BnQ/YJwF3/y10QThZaIOgUg6YJz1eLaGghDICx8fmOf70lIcK6JQksEhgBNcK5qAkOGJjBkqAnEPjXCscmw7g+j+cNoAkOGlsCQoQsMGbpw3wTXWnCvRWKfid+ropCj3XXJoUjfE72rEtUvcskRXX8ANaDv8Xf6JQZMksc0ZKRAOgwZoVCIlpYWdF2nqalpUoX8TGWxSIfnRzgcpqWlBU3TEp7XdM4nEFK5//W28ePhnMMS+z6mwyND13X6+/vp6emhqqpqwur7nqEr3uDul1lOgpjjqfBRyFqiajqvNQ8BUOC0sLA8wWrXFGge2G3ISCZjyZ5ZLHqHxrjtuZ08umkoto/DInHRqnl86bBalPEV9Gy/N9lkJEhENrUxVUHYcDjMNddcw5VXXjnBiAFw1FFH4XK5uOWWW7jooovYsGEDDz30ELfddluKrf7w8/rrr/O9732PJ554ImYEin4/HX744Tz88MMT9k/GQGQdH4jbFQ0UDVuCVX5RJoOgIEbfNyQeSg2NGg2pPsHguG1UvHihCV4xQUGb8v2RAb+uR4z6Xr8NKSAJvUe0oHGVVE6gui/bjc+mI9c4CQgnME5YBJM2kUaCaBIDkawR+vhkUtUkJE0i6BePkeR+URkCj5qyBIYI0cWW9wzamWQ1tMC4ei71GT0q5HXrxvUwViBv2BgzYGgCfSVhJpO2BMFBYWOGGb3D6Jyve8STQ23IuH3E6CSCporf11ZnEM0GrIKxDSHkYJCuzuQzyTWPGa/fgGDC2ukT1x8SDFldFuO+mi726CgXGLhUXULSLMwD2nw56P5wwr7aK8h8NCYoM1/wTILYI8MruNbDIuMI4NcE+yZwvvHYZGQ10pM9qoymyoQExyfyyFAFz7CorSMJMrRYx4zvxZDgvSY3J7jWI8a+ktMfimlfdOwqQAqE6PYIvJSADoGnj4jNo+L3er9/YruKPXBwUiWmjiRFftJRzocF06c1BVKd8I+NjbFt2zYcDgeNjY17TfM3k1lS9qwnlUma1+tl27ZtWK3WSc9rKhP1UCjEX//6V7703VvoGY2skH98n2JqBSvu8eXD9CecmqbR3t5OX18f9fX1CUMIouV7g7sHSDm29NoIs33SPF02d40xOj6wP7TOjRIXuDfdc56qISOeV3YO8sX7N04wYhxU7eK3/1PHEWVhdu7YQUdHB8PDw1k1CReR7e2D7Gpjqm1599132b59O2vWrGHp0qUTfnp7e/ntb3/Lu+++y8qVK/nOd77DlVdeydFHH53GM/hwsmjRInw+H7fccgs+n4+BgQHuuOMOli9fzimnnEJ7ezv33HMPPp+PJ554ghdeeIEzzzxztpttYmJiYmKSVmT0tP18WDA9MlJAUZRpGRaiqVV7e3uprKxMWiBwLmhkDA4O0tHRQXl5OcXFxZNODKZSzyOPPMIDDz7Irn3OiG2rHtsCHDRp+TC9CXHUUwagqakJq1WgqL3HuXniDBm59tQ9Mj4KvLIrXh/DnZYyo4YMiyxR5U7O8j7qD3PLv3fw13e7YtucVplLj2nkc8sqkcf7qt/vx+v1Mjw8jN/vp6+vj0AggMvlwuFwZJXeQTYZCRKRTVlLUtXrWL58OVu2bJl0nwcffHDa5X9Uyc3N5fe//z0/+clPWLVqFRaLhRUrVnDjjTdSXFzMb3/7W2644QZuueUWqqqquOWWWwwCoCYmJiYmJiYfPkxDRgpMx3NBVVXa2trw+/00NDTgdCa/YpzNGhnxehh1dXUx/YF01KNpGs8//zxy0Tw89hIArKqPXW89j8932qTXcDrn4vP5aG5uxuVyUV1dnXBys6ehxBOI98iYW6Els+XxEa+PcVi90aA31Umupuu0jBsyagodWJKQZn5p+wDX/fMDukd3+2GuqHdz3Un7UOPe3bckScLpdOJ0OikuLqa5uRmn04mqqnR2dqJp2oRMKHvzsJpp5oIXTzYZW7KpLSYT2W+//bjnnnuEny1fvpxHHnkksw0yMTExMTHJNGkKLfkwqX2ahowUmGqoR6LUqsmSrR4ZyehhpFKPruvj8eu7jQMhxck7xcfQ3O9lYU36hDWjmWP2zLCSDOnWyPiw4w+pvNM6DEBVgZ15hdNPVRulZzSAPxx5Rur3ElYy4g/z06e38/f3d8cc59gULju2gTMOqkzq3judTvLy8tB1PZbidXR0lJ6eHqxWa8yokUyK13QzFybm2ZS1JFWNDBMTExMTExMTk8xhGjJSYCqGhWgK0pKSEkpLS6c1wciUR8ZUDDRer5eWlpa9ei+ISNaQoSgKy5cv5x//+AcLHG+yreAgNElhzFbEWfe+zw9PW8SJSwR51qZQh67rdHd3MzAwMGnmmD3Ljh4LqWlk9Pf3097eTm5uLg0NDWlPHZsJNE3jb3/7G++88w45OTl86lOf4qCDEof+vNM2QnBc6fyw+sK0TLrjM5bUTaKf8sLWftY8vpWesd1eGIc1uFlz0gKqCpI3qMSnEhalePV4PPT29hIOh3E6nTGPjfgUrzNFNhkJEpFNxpa5cL1M0oNTjhidXUoILGEKXT7hfnaHUdjSnmMU67O7xd+XsjJq2KbYjPt6A2JRPEWUyUAgtFdVEzEIa1YbO4DKqhHkUBCLw1iXY5HxvaiPJMia4jAa5LWAUUBTTyAAKfr6El0pvyo2/PtCVnTZGvtdCkFAkJIWdgu4TsCo1YlIABTAUSEQJhUIYCYoFFnk/ZdnvNZS3wASFiiMpFeNZiYRCXsKBUCFtScQAQ0ahU3VbvH5h4eN5z88bBwHWRNljbHoaOPvci0kQUhGF/RVW4LjHQJh2FyLaJu4rwQFt98quFiJnDRFApaesII8LtjpDStoYZ2hoDh9cJ9AmFQkoGmRxe13CQSHRc+PKJERgKhViSKcHbKGPH69HbKGJmtYBd/DRTaxMKnLIsimIrh+xQ5xWutcQbprkbCyK1esVjrmM56tImvo4+ekyBqSrKHqCbK2CEWUje33J9AF9u5xE3ISJTKaAWTSI275YRrpmIaMFFDG82ZNNhhPNrVqMmSbR8ZU9DBSqQfgzDPPJBgM8uabb5IT6GVX5TEMaXY8QZVv/3kdr+0c4HufXIDdOvHNnUwd0XCfQCBAU1MTdnvyee7jiRoyJCmir5AsL774Irfffjv9/f04HA5OOOEEvvGNb2TNBC9Zbr/9du69917CYRVNU3niiSe4+eabOeyww4T7v7ZrKPa7SB9jOkacljihz9oio0Fi2Bfi5md28I84LwyXTeGKTzRy+oEVU7rm0fZt376dG264gc2bN1NeXs43v/lNjj32WEOKV4/Hg9frpb+/H0VRJoShRN8l6Sbb+1A2GQ80TZuyl5yJiYmJiYmJSSaQpcTGuKmW82HBHLWlQHQArmmacCISDAZpbW0FmFLIxWT1ZYNGRrxxJlk9jOnUE4/L5eJ///d/OeussyKTH3sOa/65hUffj4gzrn2znXfbhrntjKU0lOxOzbS3OgKBAC0tLVitVpqamqY0oTRoZIwbMnJsStITyPb2dm677TZ6AhaUpacSHGrh4Ycfpq6ujkWLFiXdlumSroluZ2cnf/7zn7HucwTa4lOxhP0MbnqW3/7fHxIaMl7duVvo89B6d1rasSvOkFFflIOqqui6jsVi4fkP+rn+X1vpjfPCOKKxkB+cuA+VU/DCiGdoaIgLL7yQHTubyaloYMOWrVx66aX87ne/Y8WKFbH9oileCwsL0TQNv9+Px+Ohv7+fzs5OHA5HzKjhcDjScl+yydshEdnUxmwyqpiYmJiYmJiYmEyOachIgckMGWNjY7S2tpKfn09lZWVaBsjZ4JERCoVobW2dsh7GVOtJtH9+fn7s75+evpjDGgq54fEt+EMam7vGOP23r3P9Kftxyv4Ve60jeo/cbjcVFVNbjRedQ1QjYyr6GG9s3M62ksPxl+8fceVwL8HurOX9zdtYvHjxnAkt6R8YxLvgBMLzPwaAZnHAQafzlhrgp89s50uHVE8wFgz7QmzsHANgQZmLYlfiFL1TIT716nDbB6z971a8YYnXQvN4rXv3tcy1K1z5iSb+54DyaU+kdV3npVdeo8Vej+vMi9BzCskd2MnI39bw+OOPTzBkxCPLckw3o7S0lFAoFAtDGRyMGHeiRg2XyzVtL4FsMhIkItuylmRLW0xMTExMTExM9sQcpUzENGSkgCRJBuOCruv09vbS19c3pdSqyTDbGhmp6GGISDUrhyRJfPbgavavLuCSP69je68Hb1Dl8r+u57WdA1z9qX2Fx+m6zsDAAF1dXVRVVaXtHkVDS1xJ6GMMeIL85oWd/PH1IOGKAyZ8Fihfwt8DIRZ0+DipIi1Nm1GGfSFufcsfM2LEoyt2/vBaO398vZ3j9ivlyytqWFKVx+vNQ7Es1ulKuwq7DRk2BTa+9Sr99gqeGizFExcUuaqpiGtP3IeK/OmFEAGMBcL8deMIf9lehG3l2bFz0fIihpFgUBzbKcJqtVJQUEBBQUEsxavH42F4eJju7m7sdnvMqOF0OpOebM+FiXk2tdH0yEiNUCgUS1O9t/4/2xl9TExMTExM5hoyIEupzwM/TCMd05CRAlFDRnQynkpq1WTry1RoCUycZAwMDNDZ2UlFRQVFRUVpmXyk63wWlOfylwsO5fp/buZv73YC8Oe3O3ivbZhLDs2nOq4OTdPo7OxkdHSUhoYGcnISC0ImQ/QcdF2PpV91TeKR4QmEueeVFu5+uXlCulYp6MXVux5P2VJ0qxOPZuUHz/bwfj9cc/JirNkx1zOwo8/LxQ+tp2VwXEBMU+HtPyP3bce94nTGShYRVHVUHZ7Y2MsTG3s5eF4+LQO7BcdEaVenQ0jVaBuMGDIKlRAhZxGP9Jajjduv7ZLGd0+Yz+kHV0+7/w56Q/zxjXYeeLODUX8YmHivtZ7tWK3WhN4YeyM+xStE3ilRbY09U7y6XK7YxFHEXPDmySbjgZm1JDWWL1/Oe++9B8D+++8/6TO2adOmTDVLSF/QQQXQ6Xei+8NYBUKDAG7VKIxoEQgQSlbxs2YvMIri2UqMfawyOCI8XiQMGvIZv18c5eNjEEvkX3uZjhLWQSBgJyI8KBb1QzOKgA61GcPwRjzi0Lw2r/H7tdtvfGf5E7Qz35KDpFooAnq8TnTBsVGcFmNbJcGAXxoUG7Blm/Fe2ysEYqtCAVBAMoqAyvMFQ+wEYpUisU7R20gkAAogCxafJMGiihJoFx6vh43nn5dr3ObIF/cVS56OOq4N5ihTUUJhCnxGEV09wb3OtRrL9QlEYAX6s4BY2FMRVJUjEoUFFFFfQUcaX6aI/h5O0H6/QPBWJCAph8QnICp3KCQQIBXr8mIRNMuT4LH2qjKyKsd+11QZn1CwVzxFFF1ByxQm1xbBPcixG0/MWSo+gVJ1zLDNmqOiWW2MAqXlHuRQUCg2C+BQjO8lkeCwVxXP4VyWiZ0tPydLB+hZSFdXF3/4wx9oaWkhEDCKvt51111TLtM0ZKRI1HvB5/PR0tKCw+Fg/vz5MyLeJ8sy4XCCN1MaiTdk6LpOZ2cnIyMjKelhJKonXaEyOTaFH396MSsaClnz2GZ8IY0Pejx8+19evht28oWVuYY0sZNNAqdKSNUJj6/6i0JLQqrGQ2+186v/7KQvTqPBYZX5wsHlOJtfpjnQh8O5ke0lh/NuV+QB/+t7PbzROspNpy1kSYXLUO5s8p+t/Xzn75tj2iBFOVa+s6oC5dDTcDgcLFu2jKBk409vd7L2zQ4GvJEvqrdbJw7aF1WK+9RUJ+IdwwHGk6BQZAsT0uWYESNXCfOlsk5OXrJyWkaM7pEA977Wxl/e6cQX2t1nJSDPqjMyPuCQ+7Zx0UUXcdppp025DhGKopCfn09+fj66rhMIBPB6vYYUr1FvjfiJeDZ5OyQim9qYTUaVucjdd98d+/0Pf/jDLLbExMTExMTkw4dEekJLZmvUdfHFF+P1elm2bBkOx/S06fbENGSkiCzLDA8PMzg4mFJq1WTIpEYGRIQwOzo60HU9LWKlonrSvWr86QOrIqEmD73PBz0eAqrOdU/s4K22Mc5eZKUoPzctYTFRoufgCe42MMUbMjRN54mN3dz67+0TMmoossRnD67iG0c3Up5vBxbHPtN1nQffaOfHT2whoOq0DPg4+553+PwBxXz9qDryc11p72NTuQ+6rvP7l1u54/ldsZCKheUufnHG4vHUpQsm7L96VR3nrZzHP9d384fX2tne553w+am/eZMzDq7krOVVlOVNP9yjuX93ufPL83H1fECeUsGoasGjKjTU1005I03LgI//e6WVR97vjhmqACyyxNF1Ti78WBN3vtTB81sjq3F3/fByViyonvY5TIYkSTgcDhwOB0VFRaiqis/nw+Px0N3djaqqOJ3OmL5GNhkJEpFNbTQNGamxfPny2O+HHnroLLbExMTExMTEJNvYtm0bL774YloXxU1DRgrouo6qqgwODlJbW5vWGyMikxoZALt27SIvL4+qqqoZGeDPVKhMU6mLh84/lBv/tYU/v90BwKPre1jXbuf2z9fMyLl44/K1u+yRx+rl7f387OltbOgcnbDvCYvKuOTYJhpLxB4WkiRx1qE1VFtGuf31IdZ3etB0eODdfl7ZNcK3VrjZr6ogthKfyZSR3qDKtY99wJObemPbTtivlOtPXjCpyKndInP6gZV8+oAKLv/bJp7a1Bf7bMQf5u6XW7n31TY+tbiUcw6tYWFF5FmayiQ3PmPJIQvrqFtgZ8PLHbw8nI+ORJe9JumyPujx8PuXW3hyY++EnOMOi8xnDqrgyytq8PS2UeF28GbLEACFOVYO2acq6TpSRVGUWIpXXdcJhUJ4PB48Hg99fbuvb1RcdKZSvKZCthgyNE0zDRkmJiYmJiYmWctcT7+6bNkyOjo6WLBgwd53ThLTkJECw8PDaJpGRUXFjBsxIHMaGdHMCUVFRZSVlc2oh8lMnY/TpnDDqfsxz+7nV28M4g/r7BoMcMZdb/D9E/flswdXpVXnwxPY7Smzs8/DV+59m5d3DEzYd0VDIZd/Yj771xQkVXZVnoXrj3Lzj6127n93kLCms3MoxBXP9PHVQ2RObArFxCCjRo10pe4U0Tns55t/3sDmbg8QcU27+GP1fO3weUnXKUkSStwbtK7ISfuQn7AWCc15dF0Pj67rYUW9mzP2L2Lf/OT7R3zGksbSXA6oPpgra/bhf+56B4B/bernvCPqJy3jvfYRfv/fFp7fOvHe5doVvrCsii8eWh3LsLKtF7b0eBkb1zo5pK4AeZYm5ZIkGVK8Njc3I8tyLMWr0+mM6WvY7fasMSBkQzui7yHTkGFiYmJiYmKSjUikR6hztkZdN954I//7v//LkiVLKC83Zg286KKLplymachIAbfbTU9PT8YGv4myiaSLqBDmyEhEw8Dtds/oJGMmDRlR4dUj59lZ3rgv1/+7jc1dYwTCGtf8YxOv7RrkupMXkmtPzyMQ75GxqWuiENHCilwuP24fjmxKXiTV4/EQCATIzc3lqlMXcvLBQ3zn75vY3uclpOr85tVu3ugo4PoT5+O2RgQho2FA8WKQe/PWSLY9b7UMc+lfN8Z0Llw2hR+ftpCPLShO6vgouq7z2q6hWBl/u2AZQ94QD77ZwZ/e7mTEHwnReW3XEK/tGqIm38pXj7Rx8pIyHNbJPQriDRl1hRGRpqayPJZU5rG+c5TN3R629njYp2yiJ4yu67y6a4jf/7eF15uHJ3xWmGPl7EOrOXNZFfkOi+G4N1p277+i3j2lazGTyLKMLMsUFBSQm5sb89bwer0MDg4iSVKsn+Tk5GTUqyeebPHIMA0ZJiYmJiYmJiYzxw9+8AN27NiBruts3bp1wmeSJJmGjEwjSRKKomREtyJa30zVFQqFaGlpAaCpqYnt27fP+HnNlCEjGAzS3NyMxWLB6XRSVejioa8dwo+e+IC1b0YUux99v4t17SP84nNLWViRN+26JEmidzTAd/5mVOGvKXRyyTFNnLSkHHkKflyDg4N0dHRgtVopLCxEkiQWVeXz4FcO5M4XWvjDa23oRIwLZ/zfu1x1XBP/c0AkT2sgEDCk7tzTW2Pz5s3s3LkTi8XC/vvvv9f2PPR2Bzc9uT2mETGv0MEdZyymqXTq4qNbe70MjMtuL68twKrIlObZ+ebHG/jaEbX84/1u7nu9LZYFpW0kxJrHt3LH87s4c1klZy6rinlE7EnUkFHgtODO2S3kesrSMtaPh/c8ur6bS49pBEDTdZ77oJ/f/7c19nmU8jwbX1k5j9MPrMA5iQHljebdwqXpyr6SLuKfLavVitvtxu12T0jxOjg4SFdXV6yf5OTkTCnFazramA3Gg+i7Lhva8mFi/fr1dHZ2ctxxxwGR99NUdWpmgh6/hQqg3WtF9UtouvhdVhQ0vmvcPqNAWaKsIz5Blg2312vYNjwsVscXZd0Y8hr3rVQj9Wu2SH1D263IQQgJMiS4B4yZJIZ6xPVbLKphW8dAvmGbSPEfoD9gHGL2B5N/xnyqgjRetk9V0FUdW4IMMyHN2AZFNqriJyLkNbbLFjZef9kpPlfdJxBiHzRmV6Chili2q9wcYPwah419SJjJJMG4TDvgAMM2eTyL0IRtdeJrogR7DNtco8Z9lTzxd4MelpDGxzmSLCEpEqpqvKb+oHjaMRw0Pit9gn17jIlUALGrvCjDiSi7CIAiGduqj+cqif/dIovHrKIMKYLugzdB/apurH9AcKt8okIB0Rr7QEDcV3ItMpbx8+0JyIT9MmOC7juUIMNKruAZtgse64AmftYrwsZycwRZa5y94hQtAb+xX9hcYYi+LyUdSdJx2MTJEXLDxsxDIp/60oA4IYBVnth+pz1zGeKk8XNLRzmzwSuvvMI///lP5s2bl7YyTUNGCkiSNONeEvHMlEaGx+OhtbWV3NzcmB5GJsJYZsIwMzY2RmtrK263m4qKCpqbm9F1HbtVYc0p+7GioYhr/rERT0BlV7+XM+56g+99cgGfXz71lJxj/jB/fH+YR7a04w9NPI9rPrWAM5fXYLMkP2jTdZ3u7m4GBgaoq6ujp6dnwj2wW2Qu/0QjR+9TxDWPbqFjOBDRrPjnBzz7QT8/OHEfSnIjYpDFxcWEw2G8Xi8ej4f29ogBZ/369fzjH//A7/ej6zp1dXV88pOfpKGhwdCekKrxk6e286e3O2PbVja4+emn96PAOb2ML6/uHIz9fljDxIl/jk3h88ur+NyySp7/oJ//93Iz73ZEwlgGvCF+/WILd7/cyslLyjlnRfUEQ4ovpNI1EvnWryuaOCj/1OIyfvrMDsKazj/X9XDRUfU8uamXu19uNQiP1hc5OW/lPE5eWoZVmfzeBcIa73VEDCCV+XbmFaZHgTldJPJ2iE/xWlJSMqGfdHZ2xrx6oh4b6czuk2wbM43pkZFeWltb+frXv05LSwuqqrJ+/Xra29s544wz+P3vf8+iRYtmu4kmJiYmJiZzCpn0hJbM1kinqakJlyu9GRhNQ0aKZCqTSLSudBoXdF1nYGCArq4uKioqKCraHfqQKUNGOunv76erq4vKykqKiopidcSfx4lLyllcmce3/7yODZ2jBMMa1z22mdd2DvLDU/cj17H3RyIY1njgjTZ+/cJOhrxGi/Fln5jP2YfVTqntmqbR1taG3++nqakJu91OT49xhQTgkDo3fz1/GTc/vZ2/vRdZsXl+az/v3zXCtZ/ah2MXlgBgsVgmpO7s6+vjqaeeYlh30rnvpwnJVrb6Pbz+4hAH9X9AoctGodOKO8eKpuvc/PSOCfWefWg1lx7biGWaKkHDw8M8va419vdhDW7hfrIkccy+JSyvtPHG9h6ebA7x1MZeVB2Cqs7D73Xx8HtdHNFYyJcPq+GwejfvbmuPHT/PPXHFtzDHypFNhTy/dYCesSDLfvKSoc6F5S6+dkQtn9i3ZIKGx2Rs6Q8SGF8dWVE/s2FY0yWZNu3ZT6JePdEUrzabLWbU2DPFa6pkiyEj+g7PRkHUucgNN9zA0UcfzTe/+c1YNpPq6mouuOACfvjDH/LAAw/McgtNTExMTExMMsnXvvY1vv3tb3PyySdTXl5uGE8eeeSRUy7TNGSkSKYyiUTrSpfRRNM0Ojo6GBsbo76+3mAhy4QhI13XLl7bQ3Que1JXnMParx3CzU9t5b7XIhPrf23oZkPnCLeesZQlVUbXWQBV03n0/U5uf24H7UO7/RujE/to6EVp3tTS1IZCoZgwY2Nj4wS9gkTXJ9du4fqT9+Vj+xSz5vGtDHhDDHhDXPLXjZy6fzlXHddEXpxRRpIkQqEQwbBGV8PJjCrj55iTQy/w1Ob+vbZz7VsdPLGxlwKnhcIcK26nNfK700pBjjViBHFaYr8XOC3kOSzIksTWrVu5/Zd38l7xyaDYcOgBipQAMPm9WlBi59iD5nPpMQ388Y0O/vJOZ0xc8787BvnvjkFq82SCQ92glALQv3Mjzc0uqqqqsFqteINqTNtjTw6qyef8I2o5sqlwShNqXdd5v3u3e+KKBEaZ2WQ6RoL4FK/FxcWoqorX68Xr9RpSvEa9NaZriNB1PesMGdnQlg8D7733Hr/85S+x2WwTrumXvvQlfvGLX8xiy0xMTExMTOYmUpqyluxtqNPW1saNN97IW2+9haIorFq1iquvvpqCggI2bdrEmjVr2LhxI263m6985St85StfSareSy+9FIDXXntN0CaJTZuMYfp7wzRkpEgmQ0vS5f2xpx6GyHU8E+eVDmNJOBympaUFTdNoamrCZptoREhUh80ic82J+3JofSHfe2Qjo/4wLQM+Pv/7N7jqhAWctshNf38/brebgoIC/rO1n1ue3soHPZ4J5Rxdn8O3P7EP/2328NOntwHgsiX/WPl8Ppqbm8nLy6OysnKCdTJ+ApDoOh2zbwkH1ORz/eNbefaDiDHiH+9388auIX54yr4cGidAWVBQQH/ZMkbGjRiyrqIBSMmtQodUnd6xIL1jxvjCRCgS5DssBMcGCbkOR1ci90fu28ZDD23nwgsvTKqcinwHlx3byIVH1vLwe13c/3o7HcORUJKWUS1mxAB44ZknOOnu6yif18jSz1zMG8OumIholIPn5fPNjzWwrDa5DDIi1vXEGTLq3NMuZ6ZIh5FAURTy8vLIy8tD13WCwWAsDKWvrw9FUWLaGlNN8Rrt09lgPIi2xfTISA+SJDEyMkJJScmE7S0tLVmhkWFiYmJiYmIiZvXq1SxZsoTnnnsOj8fD6tWrufnmm7nmmms4//zzOfXUU7n77rvZunUr559/PtXV1Rx//PF7LXfDhg1pH2eZhowUiGpkhMNiQZl0kw4PBo/HQ0tLC/n5+YaJczyZCi1JpQ6fz0dLSwtOp5OamhrhueytjuMXlbHfeKjJuvYRQqrODY9v4c6/tFC640kkdyXBhSeyY2xi2avmF3PZJ+Zj9XRTVmDHGyf2lmNL7iEdHh6mvb2dsrIyiouL9zqhS3QexS4bt312Ef9Y181NT27HE1TpHAnw1T++z9mHVvPNj9XjsCq0jenszNkXdEDXaNz5d5ZUF3DUMcfRuOgAfvrvZv67Y3BC2YdWO7DKEp4weEIwElAZ8oUJhJMzcqk6DPrCoOSBa7eoalGwh40bJ/cCEZ2vy27h7ENr+MLyav69pY87/r2V5uGJz5/t8HPQapbSU7WIf3fbAePz+dmDKlMyYoz4QmwfiHh5NJXkUJqXfZOzdHs7SJKE3W7HbrfHUrz6fD48Hs+EFK9Rw8beUrxmoyHD1MhIDyeeeCLf/va3+frXv46u62zcuJEtW7bwm9/8hpNOOmm2mxeTxZOkyVem7IrxPee0Gr27nPlijy+b3SiWmVNhfK9JksewDUAViOrpurHB0Xo0mxz7W5aMdQMINA3RNPFF0ARijaEEAn4iRAKIOYrx/BN9mzgVFWm8EKeioisqeYLrD1CSZ7yGuW6jMqQWErff5jK2QqkQeAyq4tbqXsE4ULSooWvEeqCuET17vWPAuG/QeA+lBAslImFPoQBognecohvPy+4YNGyTS0SyiKCHNVQ5sihmW1qEooUok43f8UHBaQKogn6lSEYhdq8q1qKyC0Q4HYJtjblGsV0Ah2K81n5VgfHMdrU5XlDClOQYxXIBvAIBy1zBtkRYBW0tEihohqziZzVfIGWlJLjXxXYdxRapr8imo2o6IrFQe4Lmi0RU8y3G/lNiEy96lQnugSvHqGyaO1/8rLn8xufaMs+JqkQugusAB4qqYG8V3+v8buM9FA2vw4L3H0Cff2IfVBzJL+6lijQuO5uOchIxOjrKkiVLuPzyy2Pet6effjr33nsvzz//PKFQiMsuuwxFUTjwwAM588wz+dOf/pSUIUNRFFRV5e2336atrQ1JkqitreWggw6a9ljQNGSkyFzRyIjXw6isrIxlw5iJupIllTqiRoCSkhJKS0sTnksydcwrdPLAecv52dNbuffVSKjJQE4tI4vOISzbIU54fGl1PpcfN5/DGiIaHNu2RTQqPHEDjr0ZMnRdp7e3l76+PmpqasjPF4eyTOX6SJLEaftXcEidm2se3cIb42lE73u9nf/uGOT6kxfww39tRR0v7oR5Ep/++OfYb7/9aOns4dbnJhoxTl1axrUnLsCmSLHJqsfjIRgM4nQ6UWxOgpIVryoz7A8z5A0x5Asz5AuN/z7+tzfEgCdAz7AHTY54Y+SoHqw9G3Ev2jepcxNhkSXy7BYCCRTA5dqDdl8bdE7dv4KDavK57vFIuqdH13VzytLyadf/VutwbPCdTWlX48lEaFj0Sw6IpXj1eDwMDAzsNcVrNhkPTI2M9HLVVVdx5513cskllxAMBjn99NNxu92ceeaZfOMb35jt5pmYmJiYmMw55DSFlkxWRl5eHjfddNOEbR0dHRQVFbFx40YWLlw4Yay0aNEi/vznPydVb3NzM1/5ylfo6uqioCCymDg0NERtbS333HMPlZWVUz4X05CRIoqiZFQjYzpx5XvTwxCRrVlLdF2np6eH/v7+SY0Aex6zN2wWme99al/swy38fp0fzeKMGDHGKbaGufbTB3HCorIJ1z56nbxJGjI0TaO9vR2v10tDQwNOpzjt3XSpKnDw+y/uz/2vt/OL53YSVHV29Hn50j3vxvaZX5rDj754MDaLTMuAj+8+O0DbSGQ1SZbgsmMbOfvQ3VlcomEDpaWlEyarIe8gdlmmweXCVeKaNLTgj3/8I3/+699QFTu6f4T8goKkVmZF/XzYF+LmZ3bwj/d3p6aTdRVn1/v09fXiWHgUktWBpIbQtv+Xs5aV891TjkbXde56uZX2IT+v7RqiZzRA2TQ9KV7bNRT7PZsNGZn0dtgzxavP58Pr9RpSvEZTAWfqvZkMZvrV9GKz2fj2t7/Nt7/9bUZGRpBlmdxc8UquiYmJiYmJSXaybt067rvvPu644w6efvrpmAEiitvtZmhoCE3T9jqGuv766zn22GP55je/SV5exONqaGiIn//851x//fX8+te/nnL7TENGimRaIwMig+5kVw6DwSCtrREvg0R6GCKyUSNDVVXa29vx+Xw0NjbicOw93eVUJ3IHl1uo+uMfGF36WYatxdg1Pzk7nuPiU1fwycXGFfzdhozdbqUuu/ixiup56LpOY2PjjKW1lCWJc1bUcHhjId97ZAubuifmsp8f2M6NNzxKsKiR/4SaGB3PNZ7vsPDTT+/H4Y2FomIB8WRVFFrgcrkmCP19/vOfp7i4mPXr12O32zniiCM4+OCDp3Reuq7z1OY+fvTkNgY8u92Ll9fm85l5AXp25PGrX92Hd/MT5NYfgK99MwU2OOmyyItRkiROWVLGb15qQdPh8Q09nHvY1HNZd3Z28uyGdkBGlmB5lupjwOyFbUS9MXJycgwpXqOpgKPPbzgcntEUr8mQTd4hHwbeeOONhJ+Fw2FWrlyZwdaYmJiYmJjMfSTSJPaZ5H5vvfUWq1ev5rLLLuPoo4/mmWeeSane9evXc+edd06Yv7ndbq688ko+8YlPTKtM05CRIpkMLYkOspOd/CerhyEi20JLgsEgLS0tKIpCU1OTwU09HXUAHHjggSyqr2DTG7+nrKyeQH871RVlHH7YikmP8wR2e2S4BB4Zfr+f5uZmcnJyqK6uTupepHoP5pe6uPfLB3Dozf+dsP2JgWKs3QWErHUgRfpuQ7GTX35uCbVFyXuIxE9W9/TW6O/vjwlBRkMLPvnJT/LJT34y6fLjz717JMCNT27juQ92x9zm2t4qEb8AAQAASURBVBUuPaaRzxxUgSxJ8LEVHHTQQfz4xz+mvX0LFZXFXHrppey///6xY05eWs5vXooI3f5j3dQNGY8//jgXX3E1OWdFMi9Yx7og6AXH3j2DZoNs0J8AcYrX4eFI+NPOnTux2WyxfpLuFK/JoOu6acRII2effbZwu8ViweFw8Oabb2a4RSYmJiYmJibJ8uyzz3LFFVdw7bXXctpppwFQVFREc3PzhP0GBwcpLCxMagyVk5PD4OCgIYRkbGxs2nNp05CRIplMvxrvkTEZe+phFBUVTauubDFkRA0yBQUFVFZWTmlyNtXzKCws5KqrruKBBx5g165dVCxcyec+9znq6uoSlq9pGr1DicU+R0dHaW1t3auex0xw32vtxo0WG6F5y2N/zlOGuOeLyynKSy3MJd5bI14Isre3l1AolNBbYzI0XefPb3fy82d3xNKuAnx8QTFXnzCf8vyJoSEHHXQQf/rTnwgEAsI66oqcHFCdz3vtI2zt8bCle4x9y5Nzee/s7OTiiy8mXHVgbNvgplf48Y/f5Uc/+lFSZWSK2fbImIxoildd12PhblFvjWiK16iBLNUUr8miaVpWXqu5yvvvvz/hb13X6ejo4L777uOII46YpVbtxjf+FepRJdSwxFBIPBRyCsQ+QwJhTGevWIDSGzCm4i4Jjxm2jYyK371jguN7fUZPxCJvZJtuj3g2NXcWIgVCqLpxYFnsMwrgdY+Kw03z7UYRu5GQ0XvKJic/ABU9ZjkCoUOICHxGFUMdigqKKmwTgNMpEGEtMbYr7BW3VRJ0Ackh2JhgOVQbMrZL7zfea8mdB1jABniDRMWodY/xeLXbKGqoBATf6YBcZxRLFE0stKVLxccLxpWyS9AvE4w/pWEv0ngGNMmqIOm68JpqCXStgqpxASgoEAD1JzhehEhY1pqgrzosRrFWpzWMbtcIAG5HEEkKUVggFpAsDxjDVBW/cVtIINYLoAq2WwS7JnLGViSBiG6CuoIaRF9tQS2iX+sXaAOLtgFCbbKw4F45FeP7CyBXcF1UwXs1r9fYpxOhjIXQx6+NPhZCV0NItgQaaoJ+odiN2/Ic4voDe/RVSdB3ZopMiH0CvP3221x11VXcfvvtE76zly5dytq1awmHw7EF5ffff3/CguFkHHvssXzjG9/g/PPPj82rdu3axV133TWlhc54TENGiiiKktHQkr1NzOP1MBoaGsjJyZl2XdlgyBgYGKCzszMlg8xU7091dTVXXHFFUvvqus4vf/lLNvTWQFEtaCp33v4LLr302wD09/fT09NDdXW1Ia5sptna4+HXL0Ysp7IEZ9cM8sCLmwjVHx7bx7b1WQ7fx0qufXovkETsKQQZn7ZT5K0hGnC1DgW46ZlO1sUN5opcVr53wnyOX1gy6cRzshSPpywt4732iOHpH+u6uSJJQ8aGDRvweDy463e/sINt63l9NHu0HqJksyEjSlTDQ5TiNerZ09fXh8VimSAaOhOeE6ZHRnrZMw02QENDA9dccw2f+cxnOPbYY2ehVSYmJiYmJnOXTIh9hsNhrrnmGq688krDwsNRRx2Fy+Xilltu4aKLLmLDhg089NBD3HbbbUnVe+WVV/Lzn/+ca6+9ltHRUQAKCgr47Gc/yze/+c1pnYtpyEiRTGpkwOQT82j4hSzLU9LDEDHbGhm6rtPZ2cnw8HDSAqWzwX//+1/uu+8+lFOui2wIB7nrrt9x4IEHsHDhQkZHR6mvr5+WQSkVY1JY07nm0S2EtcjxX1k5jyPzcvjn/7sNfXQX2rxlWLvWE9z1NtVHnzetOqaCzWbDZrMJvTXC4fAEbw1khfte7+BXL+wiqO4+/9P2L+eKTzRS4ExNT+GE/Ur58VPbCWs6j6/v5dvHNGJJ4pshPz8fWZaRCmti20KdH1BQu3ySo2aHbBLSTITIeBCf4rWoqAhN0/B6vXi93pQ8e/aG6ZGRGYLBIL29vbPdDBMTExMTExMB7777Ltu3b2fNmjWsWbNmwmdPPPEEv/3tb7n22mtZuXIlxcXFXHnllRx99NFJlW2z2bjqqqu46qqrGBmJLCgmk7RhMkxDRopkUiMDEoeyjI2N0draSkFBARUVFSmvLmbKIwOM2RXC4TCtra2oqkpTU5NwdW8qdczkeWzbtg1VVbFaHahE3GZDoTAvvfQSdXV1NDY2ptT+6XLPK61s7Iq4tTaW5LB6VR02pZ5zzz2X+++/n7Hm97A4nXz605/OuPCeyFsjugL/2tZOfv3mMDsGd7sJVxfYufbEBZOKkE4Fd46Vo/cp4t9b+unzBHlt5yBHNO3d2+fggw/msJUr2eKuBkAd6cUqaVx44YVpaVc6mUseGZMRzXYRzXixp2dPtC9FPTammz7V9MhIL5dddplhWygUYv369SxevHgWWmRiYmJiYjLXSU9oCZOUsXz5crZs2TLp0Q8++OCUa1RVleXLl/PWW28hy3LKBowopiEjRTKpkQFGw4mu6/T399Pd3T3t8Itk6pkJRIaMqCim0+mktrZ22hOT+Dpm8v7k5uZGssiMdaM6CtCtTtTiBvLy8mhoaEi5/dNhW6+HX8WFlNxw8gLslsgk7ctf/jIrV66ks7OT4uJiFi9ezLZt2zLexnhsNhuapHDPO0Pc+2ofUScMWYKT9snhvOVlFLsjk9h0GYVOWVLOv7dEhEP/sa47KUOGxWLh5jt+x6f/3wYAXOERfvF//8dxxx2XljbNBHPdkLEn8Z498VlzoileHQ5HzKjhcDiSLj/TqWo/7Iie07y8PM455xw++9nPzkKLTExMTExM5jaZCC2ZKRRF4ZhjjuHhhx9O6zjANGSkiKIo6LqesYFwvOFE0zTa29vxeDwp6WGIyLRHBsDIyAhtbW1pFcWc6fM49thjeeyxx2jb+DyWoxYA4D7wBM4+++y0GmGSvRZhTef7j35AaNwa8OXDati/eqLVc8GCBSxYsCCltqWTN5qHWPP4VpoHfLFt+5S5uOzIcmpzdXJzc2NhKFarNebNkUp2i1Xzi8h3WBjxh3l2Sz+eQDhh2tx4uny778MJK/fnuOOWTav+mWYuTMxTbWN81hyIeHJ5PB68Xm8sxWvUqOFyuSbNdJRM/nOT5LnppptmuwkmJiYmJiYmWYTH4+GWW27h1ltvpaKiwiCBsHbt2imXaRoyUiQ6+NU0LSOr79HJbTr1MBLVkymPDE3T6O/vp6+vL+2imDNtyCgpKeH222/n//3hfp5UA2iKHan2YHIL0uMZM1XufbWN9Z0RAZ2GYiffOKo+qeNmQ1Nh1B/m58/u4C/vdMW2WRWJ/z2ylvNWzmNsZBiv10thYSGFhYUxvYQ9s1tEJ6pTeQZsFplPLSrlT2934g9rPLOlj9P2r9jrcdt7dyuW1xak95lLJ3PBkJFuXQqLxUJBQQEFBQXouo7f78fr9TI8PEx3d3csxWvUWyPecKHresrv7xdffJHvfOc7rFixgltvvTW2/eGHH+Z73/ueoX/+8Y9/TFrpey7w3e9+N6n9wuEwP/3pT2e4NZNTZI18t5XZVDRNJd8qlucvtBkzSdgV474OQcYMgGDY2KdEmQRCqtiINho0vmNEmRy84fGhnKLgBHxhBcK6MJOBLqg/USYHp814XvlW47Y8wXUCcSaGIkF2ikRZT2oLh9HsVgaAGvcIciCEu9Qn3DenzliX0lhs2GbpNmYSAZAES5RSg+A7wSOuXx40ZhjBIrivI2ORFCluYHQM9EjGA1HWk/Cw8broYUE9gBLsMW7TBZlIEozrtAMOMO773nuGbdLAkPB4ytzEphSlbiCMpdZj2C3HliDrx9ioYZsq6OujgmcKxH2oTJDhZl7xsPD4nHzjvopVR7Xa2A7U1A6hhII46sT1Wzf1G7YVDxmzvojeCSDO2hLSjK73iVbSHYLzdyTIGlLpCCE5Iu+GeTkhdDmMTTa+a8IJpgCKoA3FNuN7sUjw/gAozjX2AavVmPnDkic+WUG3nuiqIEugS0h28XtVUwXPld9Yl6j/AfjUiVNnWVXI1GhQHv9JRzmzwZIlS1iyZElayzQNGSmSaUOGLMuxFcd06WEkqidTHhkdHR34/X4aGhpwOlNLATob5OXl8b9fOw/bhiCPrOvFG9K442//4YITDsbtdk+73KkaYbb3erjzhV3AeEjJKfvGQkqyjWe39HHjE9voGds9eDioJp/rTlpAY8luz6L4iW68XkJ8dovR0VF6enomnaiKOHlpOX96uxOAR9f1JGXI2Na7e2BWW5C9r8+5YMiYyTZKkoTT6cTpdFJcXIyqqjEjWGdnJ5qmkZOTg8Viwe/3I0lSSu/Ru+66i7/85S8J0zQfcsgh3HfffdMufy4QCOxOVadpGv/5z3+oqqqitrYWTdPYtWsXvb29nHTSSbPYShMTExMTE5PZ4NBDD+XQQw81bPf7/fznP/+ZVpnZOxKfI0RTomZC8FPXdcLhMP39/VRVVVFYmB7xQxGZCC0JBiOT2HA4TFNT06Su39NlJs8jOjnSdZ3GxkZWDe/gkXWRz379r7e4/8ZLuP/++zOy6hrWdL7/2O6QknNW1HBAdXqEdNJJ31iQm57axlOb+mLbcmwKl3y8gTOXVSInObHdM7tF/ES1q6srKW+NA6rzqC100DLo5/VdQ3SN+KnId0xa7/a+3SsJ87LcIyPbyaTAZqIUry+99BI33ngjJSUlHHLIIZx88skceuihU86SZLfb+ctf/sKNN944YUL/UeLnP/957Pfrr7+e733ve5xxxhkT9nnggQfYunVrpptmYmJiYmIy95FAEnjaTaec2eD888/nPYGn18jICFdffTUnnHDClMvMzuXaOUTUkDHTEwdN02hrayMUClFUVDSjRgyY+dASj8fDjh07AKiurp4RIwbMnCEjGAzG2l9YWIjdbueum65CHYmkFrTOO4COwTHOO+88wmGjy1y6ue+1NtZ1RFwz64ucfOMo8cqwiEys3Ou6zt/f6+K03745wYixqqmIv1+wjC8sr0raiCEiOlGtqKigoaGB2tpanE4no6Oj7Ny5M7YaHDU8QeS8T15aHmkf8Nh6o2vunucQNWRUFdhxZKm3C5geGZMRNYIVFRVx6qmn8u9//5tzzz0XSZL40Y9+xIoVK/j6178+pffGOeecQ15eXsLPOzs7+fKXv8zy5cs58cQTeeSRR9JxKlnLo48+yv/8z/8Ytn/2s5/l0UcfzXyDTExMTExM5jhyGn8yyT333MORRx5JMBjkyCOPNPwcf/zxlJeXT6ts0yMjDciyPKOT/ng9jKlqAUyXmQwtGRgYoLOzk4qKCrq7u2ekjigzYcjwer00NzdTUFCAqqpIkkQ4HOadt99G0WpRDj4NSZYpOHY1bU/eSmdnJ/PmzUup7ZNN+Hb0efnlf3ZF9gNuOGUBDmvms6XE09/fz+uvv87AwABKQRlPDZTwRuvuGNjCHCvfOa6JExcnFnWd7n2bzFujs7MTXddj3hqfXFjEr16IZHh5bF0PX105L2F7OkcCeIORONDG4uQzYswW2d6+bDG25ObmsmzZMo499ljq6upobm5m165daWtbUVER9fX1fOtb32KfffbhmWee4corr6SsrCzjqY8zRV5eHi+++CLHHHPMhO2vvPLKpAYfExMTExMTkw8X55xzDsuWLeMLX/iCMD273W6f9njINGSkgZk0ZIyNjdHa2kpBQQGVlZW0t7dnJIxlJgwAuq7T1dXF0NAQdXV15Obm0tPTM+PeLOksf2hoiPb2dioqKiguLo5lR1AUhZycHIbWP4Nt6QlIVgeWuoPI+dj5uHJz01b/nqiazvcf20JwPKTk7BXVHFiTPrHU6TA8PMzatWvZtn07nXkL2WRV0KTdRoyTlpTxneOaKMzZu0EuHZPJPcMKAoEAHo+H4eFhQn4/i0rtbOwNsL3Py8auMRZXiida2+KEPhuLnFkxCU9EthgJJiOb2hgf5lJXV5dQ62I6fOxjH+NjH/tY7O+TTz6Zp59+mr/85S8fWkPGhRdeyDe+8Q0WLlxIVVUVEPFK2bx5M1dfffUstw7afDLzge0ehbBPJz+B4dcnEOBzCsQ+FVn8HeMJGd9xIrHNQFg8FPMItg8IBEB942KhEhbqgJ6AHd2voAv8h0Vl9gbEooBuvzHUrstvrD/fKg7J6w0Y6xIJgOYo4jFNzlA+2C04gfahPAgk9m5UrEYBQYd1xLDNt1NchkhA0GVpMWzTRsQChmNbBWKLhUZhTkvJGKrFCvMgvKkHPRwpb2SjsczhYeN3UV6uWOzTNWoMabM7Bg3bZJdYh0wk7CkUAF23Tni81NUL0vg1CAYjIqaa8bkID4uFdQOCvjYm6OtjYfFacqEtuXFeIrf8sN/4rMtKONYvdG38xyduf1DwDHkDxvYPBezC40XPZbfg+XEkeNc4FeN16Qsk+n61omBhHtDtt6L6Jdq8xn394lMVin36NeP1U3XxuRaMGjMs5gqEWfMEArgAist4DSSbjDR+DSSbjKTKyKXiTI45AeN7QXYa218liYVhnT0T3wHhApkh4Z7pR5Z05DSElqSjjCnVJ8ssXbqUBx54wBBuPzo6mtICR/b6Rs8RoiJx6TYu6LpOb28vLS0tVFRUUFVVlVE9jnQbMsLhMLt27WJsbIympiZyxyf3Mx2Wk66Jkq7rdHd309HRQW1tLcXFxbHyoxOyiy++GN3Tz8hjN6OrkReddcEqfvda74yd4/2vt/N+e8RIUFfk5KKj62eknqmwefNmduzYQXv1x9hgW4gmRb6Mi50yvzpzCT8+bWFSRoyZQJIkHA4HxcXF1NbW0tTUxMlLSmOf3//iB3R0dDA8PGwICdoeJ/TZUJzdorTZZCRIRLqzlqRCptOv1tTU0NfXt/cd5yif+9zn+Oc//8mJJ55IZWUlxcXFHHPMMaxdu5YvfvGLs908ExMTExOTOYmUhp/ZQlEUTj/99Njfl156KYcccggrV67knXfemVaZpkdGGkj3ZFzTNNrb2/F6vYZMHpnIJgLpPSe/309LSwt2u53GxsYJ2V0yYchItfyoPonP56OxsRGHQ7z69I1vfIPc3FzWrl3LyAePMrDfp9GR+H+vtFDksnHBqvqU2r7npG9nv5c74kJKrj95Ac5ZDimBSPaCoOxgk989vkWnNrCT735iCUfOn520tIlQFIVTD5rHbS+0E1R1Xm4PcInFFkvZabfbY4Kh2yYYMhxIkjG1XLYwFwwZ2dTGmRQeXbt2LYWFhRNErHbu3DmtcLO5RGNjI42NjbPdDBMTExMTE5Ms4Ic//CHHH388AM888wyvv/46zz33HO+++y4/+clPWLt27ZTLNA0ZaSCdHhnBYJDm5mYURRFm8siUR0a6zmlkZIS2tjaKi4spKyszTFyy3ZARCoVobm5GluWE9yNex+Lcc8/l3HPPBeDPb7VzzT82AXDLM9twO618bnn1tNsSj6rpXPvYBwTGE31/8dBqDp43uyElUcrLyxnIqYn9va/WwlKlmbqqY2exVYkpcFo5stHNs1sHGfCGuefJ1zjjiP1oamrC4/Hg8Xhob29nY1vETVcCavIs+MZmt92TkU1GgkRkMmvJZETfczPVlnA4zA033EBtbS3z58/nySef5IUXXuBPf/rTjNQ3W5x99tmxFLNnnnnmpP1vOoMVExMTExOTjzIyOno6QkuYncx2H3zwAffffz8QMWSccsopVFZWUlFRwfe///1plWkaMtJAuib9o6OjtLW14Xa7qaioEA4EZVnOSBaMVA0Auq7T19dHb28v1dXVFBSIJ9nZbMjw+Xw0NzeTm5tLVVXVlCc6ZyyrZtAb4pZntgHwg8c2ke+08MnF01PmjeePb7Tzblskzm9eoYNvfqw+5TLTxYIFCwiXd8F4eG69PMBJnzppyivQmUohqqoqdXoXEInnfLkjTMFTT/HJT36S+vp68vPzUTWNttEuACpyLQwP9CJJEn19fbhcLhyO7BL/nCvpV7PhmqXDkLF06VKA2Lv5mWeeAWDdunV88YtfZGRkhG984xsMDg7S0NDAnXfeyeLFi1NseXZx+OGHx35ftWrVLLbExMTExMTEJNuw2+0Eg0FsNhsvvfQSP/vZz4BIEoXpjgdNQ0aKpCP9avykv7KyctLUqnNBI2Oy0Jh01pMs0yl/eHiY9vZ2SktLKSkpSfiA7e1+nH9kHYPeIP/3cguaDpf/dT0FTisrG/ceYpHo2jQP+Lj9+V2RfYAbTt435ZCSdN4DT1Dlg2EZ0CnJUfjuOV+KaYpMlUxMdAcHB1F6t2KRFhHWZVpUNyOenWzfvp36+nogkrHEP+79sm9lAWVlZQwMDBAKhWhvb0eSpFgmFJfLNSF8ajbIFiPBZGRLG6N9P5V7ti6BAB5E+vDXv/51vv71r0+7/LnA6tWrY79fdNFFhs9TFfRKJ1ENQk2P/FgTCugZ1e4KbcaFhEKXT3h8vmYUZiwuN4akqUGxES1vwCjgmD/qMmyzyuPfQfbIkK42xwtKmKBAgM9lNYpV+gWipgD2BCKcexLSxO33qsbnOywQ+/QnOH4oaEOSI2KfwyEbelDG5REL+OUKxC7lDuO5jg2IBQjtDuO91r3Ge60OiheSVIGwo2RN/ntVE1wrq8XYJke+uH4lT7DwVSIQGk8wXpEGhozHC95r2rjR1rAv69B1BTTQy0rQJRVp2CjAaukRPyu5ecb7lztmvH+FNrECpVvQr50W47WyWsXnLxoCBcYsaLbIsxH0KMhBC3SJr3/fkPG57BcImI4KBIABRK3yCfqEmqBLid5hAq1VILIaL42vyEvoyOgogu9iawLbvkswc3QpxsqKBO9KgAKn8V673ca+Yp8nfi8ppcY5hbRPFfr4lFZeXItMGGziKa7FIihX8FzYh4eEx7s8E0VIA86ZX1yOIksgeIVOq5zZ4KijjuKb3/wmFouFgoICVqxYQSgU4tZbb2XZsmXTKnP2/Xo/BKTikaGqKq2trQwMDNDQ0DCpESNaVzZrZIRCIXbs2EEoFKKpqWlSI0Yq9STLVCdKUZHV9vZ2ampqKC1NnB402fqvPH4fTj+wEoCQqvP1B9/j/XaxGvLeUDWd7z+6JRZSctYhVSyrzY6QkigvbR8gPP4Nevyi8mkbMTJFIKTyrKeGsL77dShZrIRCuwdG2+MylswvzUFRFCwWC5WVlTQ1NVFVVYXVamVwcJDt27fT0tJCf38/fr9/1rwjssFIMBnZZsjIhrZ8WNiwYUPaBb1MTExMTEw+2kSMUKn+MEuhJddddx3Lli1j3rx5/P73v0eSJEKhEDt37uS6666bVpmmR0YamK4hIxAI0NLSgsViEeoviMhmjQyv10tLSwt5eXlUVlYm5aqdTaElmqbR0dHB2NjYXj1JplK+JEnccOp+DPlCPLulD29Q5fz73+WB85bTVGq04k/Gg2928M54SEmN28E3P9YwpeMzwbNb+mO/H7NvdhsxvEGVNc92sSPsBiIrFccXdKMEAhNCYeJTrzaV5hhEWJ1OJ06nk5KSEsLhcExbY3BwEEmSYp4aOTk5GfHWyBYjwWRkSxtVNbLCN9teNB8mZkLQy8TExMTExGTu4nA4uPDCCydsy8nJ4e677552maYhIw1MZ9I/OjpKa2srhYWFCfUwEtWVKY8MSH6yMTg4SEdHBxUVFRQVFSV9PtliyAiHw7S0tKDrOk1NTVityaUHTbZ8iyJz6xlLOf/+d3h91xBD3hDn/eFtHvzqIVS5xVlQokaraOjRhuYebnuuO/b59ScvIMeW+uQrnZPJYFjjhW0DAOQ7LCkJkM50Px/2hbjooQ0xrRGLpPPJvFaa7H72P+RIFi5cGNt3e99ud/D5JS4gcerQqMtcQUEBuq7j8/nweDz09/fT2dmJw+GIGTbsdvuMTOazxUgwGdmSfjXaz7JBePTDwkwIepmYmJiYmHyUkdOUP3U2Q0sSza9kWaa8vJyPf/zjnHPOOUnPw0xDRopENTKSNWTE62FUVVXhdrunXF+mNDJg7xMiXdfp6upiaGiIuro6cnMFMZl7qWe2DRl+v5/m5mZycnKorq6esQmNw6rwqy8cyDn3vMXGzlG6RgKcd9/bPHDecopcNuExmqbx97//ncf/9S/edh9FwFkBwBeWV3FInXtG2pkKbzQP4QlGVriP3qcIq5Kdk8O+sSD/++A6PuiJGChy7Qq3f3Y/FhQeiNVqJSdnYhx21CNDlqChJAe/ZzSpeqLaGTk5OZSWlhIKhfB6vTPurTEXDBkflawlH0VmQtAryo9+9CPuvfdetmzZAsArr7zCTTfdxM6dO6moqODiiy/m1FNPTfkcTExMTExMsgkpTt8k1XJmgwsvvJBf//rXHHbYYSxevBhJktiwYQNvvvkmX/jCF/B4PPzxj3+kv7+fK6+8MqkyTUNGGkjWS0JVVdrb2/H5fEmHLky3rlSJN2QkIqrvEQqFaGxsxG4Xi2jtrZ7ZFPuMesYkSg+7N6ba/jyHhbu+dCBn3f0mzQM+dvZ5ueCP73LPlw8m125M7fr222/z17/+laHSAxkbN2I4VQ9nLZ5aSEqmePaDuLCSBSUplzcTk/H2IT8XPPA+LYMRIb6iHCu/+cJS9qsQG+E0XWdnX8SQMa/Qid0i459m26xW66TeGk6nM2bYsNls0z5/M2vJ1NoBpiEjncyEoBfApk2beOSRR2J/d3d3s3r1ai699FLOOOMMXnnlFS655BLq6+vZf//903EqJiYmJiYmJmngpZde4uabb2blypUTtr/88ss8/PDD/OxnP+OUU07h3HPPNQ0ZmSSZ0JLp6GGIyKRGBkRWK0WrxIFAgObmZux2O42NjdNeSZ4tsU9d1+nv76enp2danjGpUJJr5//OOZgv3P0mPaMB1rWPcNHa9/ndFw/EZpk4mWptbaXfUsKu/N2D8oqWf9PbWUJ9TWXG2pwMmq7z/Lghw26RObxxcuHa2WB7r4cLHlhHz1hEdboy387vzlpKfbFYCR8iho9oxpKmksh+6eizIm+NqLZGf38/iqJMyIQylYl2thgJJiNb2piOrCUmE7nuuuu45557GBgY4Nprr50g6HXjjTdOq0xN0/jBD37Aueeey2233QbAo48+Sl1dHeeccw4AxxxzDMceeyx/+ctfJjVk1OZEnud9clU0i0qpXaw6X59n9LzKEyjul843ZiIBUAUJGmxlxudYHRVnYsjxBQ3bSjTjM2Mbz26h2a0MAMV5XmSbMYsDgMNp3G6RxWMKp6AMRTJmnnEJskMA5FiMizXqFCT3a/PG0O1WwkBNrgfJGqLMPSbcN6/JeA6y0+ianK8Z7x+AtdR4X5TGMuOOWr9xG+BSjdfKOk+wWBXW0ZXx7ApOC/J4Ggqr03ivFYvxe8aSJ/7u0cPG66qHjddElEkEgDK3cd+uXsM2GXGGJm3pUjQVWAfa4kVIijibgCVBOGye0m3YVi8PGOvvEJ9/rt14/Vw5xnud1yDuq5LFeP00r4Y6vj23KowSDiHniL+HiwaN19UpyNrhD4nH/rJkPC9VN4bmWgX7ARQJzt8hixdLq51+cETasV++F2xh8izGEOeg4F0D4BRkKKl2GjM0VReIPVcrmozbrSXGfmFZVC48HrvAg9miEOtxFhlQYFBcv9Y6YtimDhvv1cgu8b1q7XFP+Fu3ZC4blySJ+8p0ypkNXn311dj3dzzLly/n4osvBqCmpoaREeM9SoRpyEgDezNkRFf9i4qKKC8vT2nwnimPjCiiutJ5PrMRWqLrOp2dnYyMjFBfX28II0i1/GSoKXRy99kH8aX/9ybDvjCv7Bjg8r+u59YzlqLEBa8NksuumuPRxl/QjeEW8vxd2GziUJTZZEPHaMxAsLLBnRb9jnSyvmOUC9euY9gX+cJqKHbyu7OWUpEv1iiJsqfQZ5R0T8KtVitutxu3242mafh8Prxe77S9NbLBSDAZ2WLIMENL0k+8oNfQ0BCQuqDX2rVrcTgcnHLKKbGB0MaNG1m8ePGE/RYtWsS//vWvScuSx99N8vhgXkrgTKjbjRNhzW78rlet4vexKpgzqRaBISNBSkjNZqxfDwvaNF6mPr6/brMK0zlGyjRuE51npBzBRodg2JjgVS/pxn2lKRgydLsVfdxTMfqv6JoAsQnnhOMFoY2qVVy/LLgvsmRsv6okqF9QrnBfXY9tj/9cdF80wftRTZATUxIEvauyICWslOh7WXBfJWMv0nXx8ZoK47rJsX9F+0qCawqgWgT9eip91S5IP2oTPKsJZj1CQ4ZFi7Ur+q8u6CeRugTPqi7YJosboAsmp5LgWZMSTWIF5yonOlmHJZaqOfqvrBn3lRMYMmSBIUP0Xkh0r0TvS1mQEjVRX0G4XUEdfxFF/xXvJ34uRe9lLcEY1nBeCdK8mhipra3l1ltv5cILL6SgIGKo83g83HXXXZSVlaHrOr/4xS9YsGBB0mWaVz8NJDJkRFN59vX1pW3VPxOhGNF69qwrVX2PRPVk0pChqiotLS2oqkpjY2NaDALTbf+C8lx++8UD+cq9b+MLaTy5sYfrHtvM9acsRJIk2oeDPDJUgzb+pZE/1oxl6z9YsnzZlB7yZEjHPUh3WEk6+8Xru4a4+M8b8I7rdyyqyOXXn1+SUJsknu29cUKf41lmZvoZlGU5ZrRI5K0Rr62x5yQ8W4wEk5EtbYy+u7OhLR8WfD4fN998M3//+98JhUKsX7+eoaEhrrrqKm666aa9phnfk76+Pu68807uu+++CdsHBwcniPICuN1uBgaMK7nxNF4WcWtd9PPjJ93PuMYJopInry3zDF7+pbSUI/JdmIoKVlWK9cfbgdRrzgCgM8G+ibannab0FbXx8C/v/mNV+sqdURJZyOIcNTZtjK5QrzDuN8+4KeH2yR/PCYgS2ou2TbefbP3MBZPvcMo0C56ERJcqWZLpqjk3nAZAekeUEYamuD1drM/9eOSXRC+rVF9Ms4gswRRswQmZreHOddddx4UXXsg999xDbm4ukiQxNjaG0+nkF7/4Bbqu89RTT/Hzn/886TJNQ0YaEHlJpEMPI1FdmQgtgYlhLJqm0d7ejsfjSev5ZCq0RNd1gsFgLBymtrY2La7kqU5+Dprn5vYz92f1A+8R1nQeequdohwrX1wxj8se3clIMHJtivVhDtE3UXn4Sj72sY8xODhIMBjE5XJNO0wp3UQNGbIUEfrMFp7d0scVf9tEcNyFd3ltAXd8brFBkyQR2/riPDJKZs4jYzJE3hoej4fe3l7C4fAEbw2r1Zo1QpqTkU1ZSyRJyvrrNZe46aabaG1t5a677uK8884DIn3Y5XJx/fXXc+utt065vM997nM0NjbS1tYW256o/+ytX+245RUaL1vJxkufQvOHKUkQWlKbawxjyBWFljSJ3fWFoSWCEAZ1TPydPtJqNLSOeY3uI9bx0BLdZmXw8i9R+LP7kYIJQkscxu39Q+IRvyi0pG3EuK9LEV+/Tn9qoSUNeWPodgvqNWeg/PDPSIEwpQXi0JLCfY1tkB3Gax3oELfVWmLc17rQaJBXd4jNVqE+Y7m2eoG3XzjikbHx8C+z6OV7UcZDUsY2GK+1FjJeK0eZOAxJ5JFhW2r8HpasCcY9pW7jtqDRlKeXiRcptMWLUNWIEWO/RaMoCsgbNhrrb24XHh/e1GPY5tlq3K+1U9BOxKElOYJn1d0kfi4Sh5ZY2fqZC9jnr7+bNLSkf5Nxld8fMD6/Uwkt+WA437AtUWhJoc14/m1e8Ti90ukHu4WcG07D+/1HIBCmzZtaaEmlILSkKl/8rJY1GLdbiwWhJfuVCo8XhpbkOlFRWJ/7cZaMPYeCCiMJQv42dBm3jRifq9EW8bPS1uueuKGqEC6agtUtBSIinXNX7PPAAw/khRde4L333qO7uxtd1ykpKeGAAw6Iecc/+eSTUyozO2ZAc5w9jQvp0sMQEZ34Z2I1M2qgCYVCtLS0AEwpNWkyZMrDZGxsjLa2NgoLC1MOh4knHe0/ap8SfnL6Yi7/63p0HX7z4i5+8+Ku2Oe1BRbuOfsYivNOQpIkAoEAHo+H4eFhuru7M5LOc2/s7PeyY3zCf2BNflKeDsmQ6rn84/1urn1sC+M2DD62TxE//fR+OBIN5gREPTIUCRqK06eRMV3ivTUAgsFgzFujr68v9r5xOBxompaVE/RsEticC0afucYLL7zAww8/PCEVt8vl4gc/+AGf+MQnplTWK6+8wvr16/nRj35k+KywsDAWuhJlcHCQoqLJDanauGeW5g+j+cPoeoK4eatx0iPLAt2IkMh3AxDMmZSwoK+FxIYMOWh8/0kBQQjEuC9/tBQpGEIOiCdsovZLCfaVdMF2v+BaJdDI0AX76lMwZEhxhhQpEEYKhJATGGiUsOBeqcb3vBJKdLxAI0PULwRaGACaoFxFUH/sywhQ1FDMkCELjAaEBG0KJeirivG6KprgXif87hKUKzh/XUpgSIk7VUWJ/MiCfaUEz5ouun9BQbhFor4qeNhkRXBPwuJnVRLktJTiNEaUcAglHEQWPb+ALChWCgjKDImvvyhkRPj8JAotEVxXTfSsAkhx2wNhGH8PGo5PYMjQRKElkvF4yZ7gWRO8L5Ww4FlN0FfQRfdgd1+LBJmowmsS2VXQrrDAEBoUz9327IN6MEE9JkJsNhtNTU1UV1fHtg0NDTE0NERV1dTdZUxDRhqIN2SMjIzQ1taWFv2IRHVBZtyyJUnC7/fT0tJCbm4uVVVVaR/wZ8ojo6Wlhaqqqim7NGeKk5dWMOwLcf0/t0zYXpqjcPc5B1NZlEswGESSJBwOBw6Hg+LiYsLhcGwSu2c6z6kKRKbCc2kOK0kH97/ezk+e3h77++QlZVx/8oIppYRVNZ2d/ZFl1XlFzglirJk2GI2MjDAwMEBhYSGvv/56LGTtyCOPpLCwkMLCQjRNw+v10tvbi8fjYfv27QZtjWwg+sxng0dGtniGfJgYHh4WpuLWNI1QgolkIv7xj3/Q1dXFUUcdBezuOytWrOCrX/0qjz322IT933///b1mLIkuvlpl0OTE4mlREc14rFbB5EwwiQSQrYJyBTaLRN0vFErO4BoYX+WNxt8HQxakkI4iG+sPGBdOCYom3IAsmHQFBPs6FPHkVvSmFe0bTmDcUCQdXdIJj/8uSToWSwKjj9PYLl1gIAp5xe9/i1+gsdBrFAv0t4r7b2BYoGegGF1ywmMSqlWHVeDbGoxN6ro6jcKOIqNPgU/g5gOoqvG8ymSjMGki2QFLrWD1WhMYEhKIhcpENTFWIG/YiCypaEuXCvcT1i/YlqsZV87naUPC4x2FxsmkpVjgZZNglV8PGful3u9BHtdTsNbYUVQZPZhAGNdl7Bc2m+D94RV/B1sE75pSn9FLIieB0bA413hfBLcPgJIcH7rdinf8d0kJ4RU816NhcWfJETzDhQ7jiyU/T/CyAaxlxnKVcoFWnTOBeFGeYN9hT6Rz5wJjvogRI4HRT/MZ2x/oM+4XDIjPfzQ0cTFXDluYvtLe1JDG34OpFzQ7i3GPP/44a9asMYh5Rue0mzZtmnKZpiEjDciyjKqq9PT00NfXR3V1dUzEJN0kkxY1XWiaRmdnJ+Xl5RQXF8/IYH8ms7Douk5PT8Rdcd68eeTnG930UiWdhpjPL68xGDL+Z3EhtSX5Ca9RNL3hnuk8+/r66Orqytgk9tktuwdMH19QPGP1JIOu6/zqhWZ+81JLbNtZy6v4zvFNyFPsw21DfgLjqzLzS3anvM204O4999zDnXfeid/vx+v1kpubi9PpxGKxcNJJJ/Gd73wHRVGQZZnc3FxGRkaw2+3k5eUZvDWi/cHpdM6aJ0I2GTJMj4z0s2LFCm655RYuu+yy2Lb29nZ+9KMfsWKFIG5+Eq666iq+9a1vxf7u6urizDPP5JFHHkHTNH77299yzz33cOaZZ/Kf//yHF154gYceeiht52JiYmJiYpINSLH/zU1uvvlmPve5z3HSSSelbU5iGjLSQDTUY3BwkMbGRhyOybMgpMLe0qKmA13X6e7uRlVVSktLKSmZuRX2mfLIUFWVtrY2AoFIjGQqmUkyga7rXPfYZsP2e9/u5+glgyyr3bthbM90nvEhB729vVitVnJzc2OT2OgkMtXJZO9ogPfbI9bV+aU51BalRz9lOv1C03V+8tR2HnizI7Zt9apaVq+qm/J59vf388M7HgDrAQAUMHHFKh2T8LCm4w+p+EMavvF//SEVf1jDN/77G2+/xwN/fw3qDkdX7KDkEHCXYy0swdX6Mo8//jhHHnlkbMUadk/ObTYbNpttgreGx+OJPd/R9K45OTkZ9dbIJkOG6ZGRfn7wgx9w6aWXcvDBBxMOhzn44IPx+XwcdNBB3HLLLVMqK2qojRIedwGuqKgA4Le//S033HADt9xyC1VVVdxyyy0GAVATExMTExOT2WVkZIRLL700rWMu05CRBqKr/o2NjWnVjxARvfkz5cWgqiqtra0Eg0HsdvuMGmVgZgwZUVFPi8VCY2MjmzdvnrEV9HS1/7Znt/PQWxERLEWCAqeVAW+IoKpz4QPv8odzD6apKIGbXQL2nMRGjRqdnZ3ouh6bxKba/ue3DsRkg2YzrCSkalz72Ac8tn63aNh3jmviS4dWT3KUGK/Xy3nnncdGqRbHIRFDxt/++hcOqHBQVllNz8Aw3kAYe6dOIBxvhIgYH3xhLWagiBkq9tjmC2mEE/l+TsCGfOhZsb+ifiFBoG/BKTg6d9DZadRi3/OLIuqtkZubGxO/9Xg8jI6O0tPTExNjzIS3RjYZMkyPjPRTWVnJgw8+yObNm2lra0OSJGpra9lnn31SLrumpoYtW3Z7ri1fvpxHHnkk5XJNTExMTEyyGTlNYp/pKWPqHHvssbz66qusXLkybWWahow0UFVVxcjISMYGw6IsKekgEAjQ3NwcE2Jpbm6ecRf6dBsyvF4vzc3NFBQUUFlZGduezYaM+15t4Tcv7IqUB/z0M0s4br8yzv/DG7zaPMpYQOX8+9/l/31pfxriwhumgizL5OXlkZeXh67rMcHQoaEhVFWlu7ubvLy8aQmGPvvB7uDCY/ZNb1hJsu3wh1Su+Nsmnt8aUZRXJFhz8gJO279iWvU+//zzvPfee+Qdf3Rsm7bkJK79zyAwGLenMYY3k+iylcCyL1JQNNGAtDcNHUmSsNvt2O12ioqKJvXWiGZCSSfZ5AVhGjJmjoULFxq8I3p6eigrK5ulFpmYmJiYmJjMBvvssw/f/e53Oeigg6iurjaMvS699NIpl2kaMtJAdJA/k+Ee8cyEF8Po6Citra0TREozkVEknXUMDQ3R0dER0/TIZjo7O+nr6+O1LpWfvbTbEHD1pxZw0tLI5PtHJzZy0V+3sLHHT78nxIVr13Pflw+kLG9qnhl7sqdg6Pbt23G5XAQCAQYGBmJZMXJzc8nJyZl0kjcWCPPariEAyvNsLKpIlLh75hgLhLn4oQ282RLJGm9VJH766f04dt/pe4cMDw9HJriKRaTNNy2cVhmHVcFhkXGM/77nNqdViX3msET+7uls4/57/x9+zwg2Sae/dRuqd4jyM29EL6hEy6/kbbWCT8bVNVUx4L15a9hstgneGqkaIbLJeKBpWtakMJ7r+Hw+brrpJp555hkkSeLUU0/l8ssvj30v/ulPf+JnP/sZb7zxxqy2syYnIozXlDsG1jCFgtSBAP+fvfMOk6Qq9/+nqjp3T845bWAXdlmWHAWUICBiQEUE9GdARUW9XBG93ssVvXqvoKgYQTFiIIlIRiRnWdhddtk4OzmnzqHC74+e7umZOj3bM9MzO4v1eZ59dqamus6pqlPVdd563++3tslvWmbzmb+vHK3i+54+YbZ/FN1QtFDudxlPFicAAN1hEAQ8zjiylMDlMa9rc5nbstvFongOp0DYVCASVyCwuQRwB83bdQnECiMJcaC0vCSI7rDTC5QVB5HjCdylWdxYKswaWPqQWRjT4cvipFBh/l6VbOZ7VLZbn91tPlayy7yyOiKhT4p4anEJQ+BMk+6rQADSyOIkERU4LMQFTrG6Jv68x2EWi1QnzO3bBsViozaHgiTZoCFpsSoZqlDYUyQACmIRUJtqHqs+bUD4eclu3n+5RPCsJBKKRHyuCcaQlOR2JacNSTOE7iogFva1C8aaw5vF/rfI/PlG1Xz/yXatFtWYr0GRMDFAYVUUze5gN1DbPIGSiOPsMm83FBWXm7od5nUraszCuO7GLMK66wTOFB7Bucom9jlmbkvvGEZX7FANescQkpZAGxLf18d2mMfK0Kj5Hj4UEZdJ7whMX+4JuThU3NO8I0tGfoQ6D5DY5+OPP05DQwPDw8MMD09XWE2VncwV6+ktD2Q6iSxVe/kqLTEMg5GREQYHB6mtraW4uHhR2slGPgIZKVHPkZERGhoaKCgoyHsb2ZjPtl966SXuvfdedgftvOI7FkNKjp9PndLCJcc1ptdz2WWuO6OWax4ZYOdgiN6JGJf/YQu/uuRwitz5tcBNiUemBEODwSBDQ0OoqjqrYOjTe8ZITNrJnb66fMnfso+G4nzqj1vZ1p/0Jfc4FH5w4VqObV6YO81hhx2G2+0m9NxteI8MoRkSiWiI4485kqOP2IAWj+BUJCpKizICERmBCbuc/NmW/NlpkxdwbOo5qjjC9773vaR7w+ErOPHEE/HLEe6YMFANiT/8s5+TVpRzyoqk7eRCxvvMbA1N09LZGn19fei6ntbVmG+2xlK4LuXKcurLwc4PfvADXn31Va655hpisRi33HILbrebCy64gK9+9avs3LlzmgCohYWFhYWFRY5I2YOpc2EOLth55bbbbpveD8Pgueee44477mDz5s3z2qYVyMgDkiQtyaQ/s718tKXrOr29vQSDQZqbm02CmAdDRoau63R3dxOJRLIKrS7FfuTK4OAgf/vb3xhQ3bxWsBFj8j3EW+oUrjy91bR+gVPhlks2ctEvXqJnPMruoTDnX/8AtTvupLGums997nPTvJjnS6ZmQUowFDAJhs58Mz+trCTPbiX7m2D2+6N84rYtaXvUIreNn7z/MNbVLdydZt26dXzlK1/hW9/6FhN//xk2m41zzjmHG644F7vdzuDgIJIkUVEhtnLLN6eddhqnnXaa6Zi0vNTDtx5OWsx+7W87uPNjR1Luc+R1cq4oirAsaSHZGsspeLCcskMOdh5++GFuvvlmWluT97LDDjuMD33oQ9x6662cfvrp3Hjjjcs+W87CwsLCwsJi8ejt7eWuu+7i7rvvZmhoiNNPP50f/vCH89qWFcjIE0sZyMiHRkYikaCzM2lP2dbWJnyrutwDGal9kCSJtra2rOnhyykjY3R0lB1+hc2FG9FIpltXJfo4o9Rjmtiltl1V6OQXl2zgolteZiyiMioX0+s6gr//+v944IEHeOSRR6iqqsrrfqXIFAyd+WY+ruo8sTNpu1rgVHJyVskX+0bCfOK2LfT5k+mUlT4HP//gOtoq5qchIuLSSy/lxBNPZO/evZSVlbFhw4YDPuGdOUYuOqqWZ/aO8eTuUUZDCf7j3h38+AOHCdfNV/uZZUkzx0SmiKzX6816TVqBjDcnw8PD6SAGwOrVq4lGo/zsZz/jxBNPPIA9s7CwsLCwOLiRASkPQp0GwirHRSUej/Poo49y++238+KLL3L44YczODjI7bffviCnMevpLU/kK0si17YWMjGPRCLs2bMHp9NJS0tL1tTw5RzIyNyH5ubmg6bG/bH2EK8WHJcOYtQ7wqydeJHiotmzCJpKPZzj3YseS1qAulo2UnzaRxkYGOBXv/rVYncbmHozX11dTWtrKwNGIeFEcswfUWWnr6ebkZERotFo3saNaLL7Rn+Qy377WjqI0VDi4jeXbchrECNFW1sbZ5xxBhs3bpw22V0uE3FJkrjuvFWUe5MlP8/sHeP3L/UsWf9mjon6+nqcTicTExPs3buXjo4OhoeHiUQi08bEcjl+kMzqsgIZi4MkSSiKYgUxLCwsLCwsFogkGXn7t5Rcd911nHzyyXz/+9/nyCOP5MEHH+S2227DZrPh9S7s2f3gmP0tc1KlJQeDRkZKELOyspKysrJZJxPLVSPD7/fT3d1NRUUF5eX712VYDhkZhmFw0993cNPzYzCpiVEV72Xl8Eusamth48aN+92Gf3QYPawgO5MXvb0xaQs6NDS0gD2YH5Ik8XT7lBDVOzY2UVTkIhQKMTo6iqIo6bfy+xMM3R+6rrN9+3Z2797NvpDC77uKiKjJY76q0svPLlpHuU8sSvWvQKnXwTfPX8Xlf9gKwPcea6f2zEoqK5c2UCDK1kiVJfX29mIYRnpMaJq2bAIZyymoYmFhYWFhYWHxZuL3v/895557Lp///OdpaGjI67atQEaeWO4aGYZhMDAwwOjoqFAQM1s7yykjwzAMhoeHGRoaor6+nsLC3LQQFns/9rdtTdO59p7N/Pm1KT2JtzU5eHtVOR73u9iwYQOlpaWmz2X2+76tAzzEEdhKkhMuIxEj+PRvMAyDtWvXLqj/c53EGYbB69u28eDWZFmJQ5E4ZWU5HodCUVERuq4TiUTSuhqZgqE+n2/O4pCvvvoqjz32GH2U8vdYK9pkWt2G+kJuet+heRU+zZXlNvk9obWUy46t59cvdJPQDK5/ZoTbVtQh1mdfGhRFobCwkMLCQgzDIBqNpi1/o9EosiwzPDyM1+vF5XIdsONpGMaSuE39K6BpGn/+85+n3RNFy97//vcfiO6liRsKNiCqK6AZWV0z1Jh5TIrcCYTuJIChCtYNCZwoxEYEJFTzuLQLnCziieSjnCEl9yOWsCPFQVbMzwmxqPmxLxgWuwMoEXP/h8NmJX9VEweqJ6KC7ZplrPDHxIFox7gXw5ncp7EJL1IskdW1w94ZNC0LdQraGhW//SuNmV07ZLv5vPbsFZdQarr5GJRMmLc5MFaQ3qfO7hKkWNLZoiNo7pdLFrh2ZHGtmIibx7CoT3FNfK+rCpqdIGJR88nyFYjHeoEygGazQwOo2wcx1IRwgpHtlYbIzUS0btZve5HDhUuwtlfsRCF0wgjE0RUj/bOkJUj0xoUfD46at+spMK+rJbI4ebjNDieit+ayIn7eVArM14XbK3ZYsXlAsqXaBcUOToETSVQwpgBsivkeZC8Q9LUgy9lyCEaGU3APGBwzLwOMsPm4qj0RtMl7o9obxVDjJASuPQD+gHlcixxKxrN8L4zGp5/DRGLpnl0kCeQ8NJflNrpo3HLLLdxxxx2cd955rFmzhne+8528/e1vz8u2rUBGnljOGhmaptHd3U0sFqOtrQ2nMzf7zqUol8k1yJApTNrS0oLbneXLaAFtzIf9Tb6iCZUv/OEVHtszlb3w+dPb+OQpzTlN3OKqzn/du50/vtwDJNdXR7sZ/9v1aGPdnH322VxyySUL2oe5YBgG9957L3f842Umyt8GQK3sR9YTMFkuk7Jv9Xq9GIZBIpEgFAqlnVByFYc0DANN03j11VeJOEt41N+GPnkMmp1hfvqBE/A6rVtYiitPa+bFjnG29wfp9qt874kuvv6ONQe6W0DyOnG73enrdnR0FL/fTyKRoKenB2BaBs9Sloott6DUwUxlZSU//elPZ10mSdIBD2RYWFhYWFhYLA0nnXQSJ510EmNjY9xzzz3cdtttfPOb30TXdZ5//nlqamrm/dxnzQLyxHLNyIjFYnR2dmK322lra5vTm8eFBgACgQDRaJSysrKspQW5tKGqKp2dnRiGkVWYdDYOVGmJPxzj8t++zCu9SVcNWYKvv2MNFx6Zm8tI13iUL9/fw57RqejzeYdVclqBQe+6pFvJ6aefvqRvk3fv3s2jjz5KoHSqFEbu28pLLxVy8sknm9aXJGlWwdDMcgOv12vaF03TUFWVCYrSQYxGR4jzinpwHsCX6Mtx8mtXZP73gkN4/y9eIZLQuXvzEG9ZWcFbDyk/0F0zkRoXNTU107I1xsbG6O/vx+VypceE0+lctGOt67qVkZFHHnvssQPdBQsLCwsLizclEvnRt8iHYOh8KCkp4cMf/jAf/vCHefXVV7n99tv51re+xfe+9z3OP/98vvzlL895m1YgIw9IkrSkFp+5ZmQEg0G6urooLi6murp6zpOB+WZkqKrKTTfdxF133YWmaaxYsYJrr72WlpYW07r725doNEpHRwdut5v6+vqDRpSvdzTIx3/7CrsngxBOm8z3LlzHWw/Jza7zgdcH+MpfthOO6+nPf/nMVt6zoQZJOgR4y2J1fVbGx8cZVl2025snlxgUh7oYGxOnAM5kppVntgmsz+fDMAycTicNDQ3s2LQbqAHAEffT0tR40Ai8LiUtZR6+fGYb/3XfLgD+6/6dHFpbQHVhbllYS0VmICgzW6O8vBxVVdPaGmNjY2lL4GzBroX2I9UHCwsLCwsLC4vliiwZyPkQ6lxisU8RGzZsYMOGDXz1q1/lvvvu484775zXdqyZQJ5YThkZhmEwOjpKf38/tbW1lJSUzKud+QqY/va3v+XWW2/FWdmCXFTNSy8/zTXXXMOtt95qKgmZLQAUCATo6uqirKyMysrKeU82ljojY0fPKJ+47TX6g8l6vSK3jZ98cANHNhbvd3txVefbD+3k9y92p5e1lHu48b2H0VziOOATLsnpY1fVqWiT1attDGDTIjnrlUzbVpYJbDAYZHQ0WdzocDg44ogjmIgkeHh78nOat4ITTjgmb/s0H5ZjRkaKdx1ezYOvdfFcd5SJiMpX//oGP//gepR8FFbmidmOn81mo6ioiKKiokXP1kjdR62MDAsLCwsLCwuLpcXj8XDhhRdy4YUXzuvzViAjTyy1Rka2tnRdp6+vj0AgQEtLCx7P/OX+5hsAePzxx6GshYnjPgWyQqm7kN3bH2PPnj0cdthh+20jFYgZGBigtraW4uLiee9DtjYWixd29vLZO95gIpY8P9WFTn5xyRGsqPTt97Ndo2GuvH0Lr/dOiU6d2uLlhouOxmOXicfFIlNLhaYb/GxLgqgtuS/e2DBl/X9nw4YNHH300QvefuYENqWJkhIO3bB2FUV7h5iIGUwYbny+/R/PxWSpxtN8kCSJTx5ZSPuETn8gzosdE9z6fBcfO6HxQHctja7rOQUgZga7EolEujQpla2Rqa0x14BE6jweLJleFvmhyBEnAZS5YkhSAp9LLGDoLDV/z8p287gViXoCGBGzKF5s0LxeJCAWuxwJmb+/C5zmvsbUSbHPSSnEYMyBFJNwCIQhDcPcf5tAFBTEYoMem3mbboFQIICOua8l3khOfQJw2DQMm0xk8mdJMx/PdFtRc18jAXMmWiSLgKEaN/dB9ZsfkcciArVSQBEcK1vI3P5A2I2k2ygFhiIujEnx1dG4uS2fzXxeIlnEOocFn1cks6h7XCAACmJh0KDgWPmCYgHJZnkU3QGcCaFdIMcNfHq/aT2bKh5rol4JBUCzPPtKw7llhdI/Il4eN48tfSKBbkuOC92vIqkJomPi4xcXCPN6BcKcdrt4DNsrzJ8vjpmvFZHYMIC92XyufW6z2CyAUlWAJifPrWOFD0VPUIpZ7NTVL76u7R7zPjhWmO9VUnGW+YdI2HN0wrRI3ydW61SHzPeVkR1OdEdyn0Z3OZDjEhNBsZbengnzi7eOsLlP41lEPHdOTB+DFUGDE4Rr5p98Wacutf3qYmIFMvLEcsjISGlJ6Lo+Ly0JUTvzmrDZ3cQ2ngty8sasIyNJknCSMbMNwzDo6+tjYmKC5ubmBQVisrWRT1LbNgyDBza1c8197UQnH2pXVHi55ZIjqCkSP/hk8sj2Qa75yzYC0eQXh8Mm82+nNnBSjYTPaVv0sZXL8fn+4+08v28cgAKHxOcPL6C+9DI2bNiQl/OUiSzLKIqC2+2mtLSURCJBc2mQ1/rCjIYTbN25l6qSgv0Khi4myzUjwzAMfA6Zb7xjJR+/7XUM4EdPdHBsUzHr6uaeObMYGIYxr+CB3W6flq2RcscZGRmhr68v7Y7j9XpxOPafwWQFMiwsLCwsLCwOBiSyO//MhTdPGMMKZOSF5aCREYlE6OzsxOPxUFdXl5cH8/navIbWno8xMRnd1DUCrz/OiUduoK2tTdhGal80TaOzsxNVVWlra8PhEL+lmg+Lbb/6uye38+3He0m9bNjYWMRPLtpAsWf2YFJc1fnOI7v4zfNd6WVNpW6+/7711Hp0hoenLFsP5MT5wW1D3PpcstzFJkt8/33rOLqpeNHbTV1bDoeDldWFvNaXfMMQlDyUa1pOgqGLwXLOyEj17ajGYj5+YiM/f6YTVTf40l/e4I6PbVwWTi/zDWRkktLO8Hg8VFRUpN1xUoGNTPecbNka2uQbXiuQYWFhYWFhYWFxcGE9veWJpc7IyJxITUxM0N7eTmlpaV4FMeejkXHXq31smZgKQLhGdnLuW0/mG9/4hjAwkdqXaDTKnj17kGWZ1tbWvAYxFjMAoOs69+4M8o3HpoIYp68u59ZLN+43iNE9FuHiX748LYjx9kOruOvyY1lTUyDMVjkQE+idgyH+82870r9f9bbWJQlizKSlbCrrYyAC1dXVtLa2UldXh91uZ2xsjD179tDZ2cno6CixWGxRj9dyzshI8cmTG1lfl0w57R6P8j8P7T5Q3ZrGYmiM2O12iouLqauro62tjZqaGhRFYWRkhD179tDV1WUaF6n/FxL8euqppzjhhBP4whe+YPrbfffdx1lnncW6des477zzeOaZZ+bdjoWFhYWFhcW/LpI0VV6ysH8Hek/yx4F/Nfcm4UBoZBiGweDgICMjI9TX189LcHE25pplsnc4xHX3vTFt2Q+ufD9vWV05axsA7e3t83ZX2R+LlS0Ti8X4xr1buXPbVG3h+46s47/OXY1NmT2Y9Ogbg1xz9zb8k6UkdkXiK2ev5qKj65bVBHkikuDK218nkkiO7fPXVfLBo2oPSF+aMwIZ7SPJ2lGRhkLmW3lFUaa9lc9XkG85Z2SkkCQJuyzz7XcewoW3vEIorvHXLYOc0FrKuYdlvyaXgsUWS5VledZsDUVRePrppykuLqa5uXne4+Lmm2/mjjvuoKmpyfS3rVu3cvXVV/N///d/nH766dx7771cccUVPPjgg1RXVy90Fy0sLCwsLCws/qWxAhl5YqkzMlJlGLFYjNbWVlyu/eswzKedXCdscVXni7dvSU94AeqKXZy8cna70YmJpMBPRUUF5eXl8+/sLCxGIMMfDHH1Ha/xWPuUmNKn39LC505rnXWCltB0bnhkN7c+15le1lDi5vvvW8ehtQdGvyBbfzXd4Oq/vEH3eBSAtdU+vvb2lQcs0NJSNiXctG9ELGKVeitfXFycFgoNhUIMDQ2hquo0G898aMgsR2ZaijaUuPmPt6/gmnuSWTXfeHAXh9cXUF8sFsJaCnIV+8wXonExMTHB7bffzuDgIEcddRSnnnoqp5xyCm1tbTn3zel0cscdd/DNb36TWGy6ANmdd97JKaecwjnnnAPAhRdeyO23384999zD5Zdfnvd9tMid0ZiTAmAw4oaoXShqCODqNgsb2gQCjIpD/N0vErEcHzHrCSUEQoEAw1GzWKQu+CqbiCczGGeKSGq6uf2wan7s07KIbeqC5SNxc7ZkYVT8/BEVCEjGBO0PZBHQdITdSK7kPrWPF2JEVQqyiE3Wxc1ihXtGik3LxhPicx2MmfcrrpvPy3a/V/h5kdhnacR8j90bcqAkbJwAvBFwoU2+zOiLmI+1z2Zu35UleWwwal4W1szHNaqJz3VAMAaDqvn8lTjEYpVyr4HhTB7brr5ipFiCBn3ctJ5PGxB+XnRWRMKe+uGHi9vfssW0TBo0C3vqPeY+ARgTZjH1QLuC7kgeg2CHjBxX6BsUP6eNCK4BVcs9QF6hB03LRCLADqf4+DvHzAPAiGUxBRiJoivJ7eijUSQtQcJvHhdBgVgugFs1HyvXqFmAU45nmRMFRH01C4tGdohFmGMB81jtGS0Cpw0Z6BsrhJjKRJb7el/UvLxHcP2FxFqnDM74rleWUIg/X/arxn628dRTT3H11Vdz7LHH8r3vfS+9/K677uIrX/mK6fn597//PevXr19wv+aDFcjIE/O1Kp0Puq4TjUbxeDy0trZisy3OaZyLRsb1j+xie//0G/H7jqxDzmL5aBgGAwMDjI0llaYX6kwyG/kOZAyMjPGF27fyz77kzUwC/vPc1XzwmIZZP9c7HuULt2/h1e4pdeaz1lbyzXeupcBlPodLqbsi4qYn9vHM3uT5KfHYufG9a3HZl86mcua+1xa5cCgScc1IZ2TMRqZGgmEYxONxQqEQgUCAwcFBHA4HXq8Xn8+Hy+Wa08R6OWdkzAxkAJx3WBXP7h3j3i2DBGMaX/7LDn516eHYDpAl64G0r02Ni89+9rNccsklbNmyhaGhIZ5++mluvPFGrrvuOt75znfmtK1LL70069+2bdvGKaecMm3Z2rVr2bp164L6b2FhYWFhYfGvSH5cS2aT+5wt0xTg6KOP5re//W0e+pAfrEBGnliqjIxgMMjAwACyLNPc3Lzo6dm5TNge3znMrzN0HgAUWeLdR4hLEDRNo7u7m1gsRktLC7t3717WE8NM9nQP8Pk732DnaPKtkF2RuPKYIi46un7Wzz2+c5ir73qd8cjU564+cyUfOrZhWb7Zf3j7ELc8mzynigQ3vHtNTu4r+Sbz2CiyRFOZh12DITpHIyQ0Hft+Sngyt+N0OnE6nZSWlqJpGuFwmGAwSG9v77wEQ5fjeYPsQYKvnLWCTV1+usejvNbj52dPdXDFW5qXvoPkR+wzX/2oqqri7LPP5rLLLiMejy84UyfF2NiYKUBbVFTErl278rJ9CwsLCwsLC4t8Mlum6XLECmTkicUOZBiGwejoKP39/ZSWlhIIBBZ9IpVLRsBgIMaX737dtPz01eVUFpjT0uLxOJ2dnSiKQltbW3oys9iijAvdvmEYbNrZwVX37qMnkMw38zkVbnr/Ogoi/VknjwlN58a/7+GWZzrSy+qKXdz4vnWsrytaUJ8Wi12DIf7j3kxxz7YDIu4pornUza7BEKpu0DMenaabMRcURaGgoICCgoK02GwoFGJsbIz+/v792ngu58BbtrHoc9r43wsO4dJfv4pmwM+f6eS4lhKObFz6cXggMzJE/Ujdh5ZCZHg57LeFhYWFhYXFwUW+Sktm28ZsmaYAfX19XHbZZbz++utUVlZy+eWX55zFuhhYgYw8sZiBDF3X6evrw+/309zcDExpSywm+wsA6LrBl+56nbGwuWb1fUfWmZaFw2E6OzspLCykpqYm/UC/2CUUC92+pmk8uXkPX3moh9FIsq6wosDBLR86gpUVHrZv709vPxqNsmnTJjRNo6ZtDf9x/15e6Zw6V289pIJvXbCWIvf+3/oeiNKSiUiCK++YEvc877BKLj76wIh7ish0Ltk3Epl3ICOT+QqGLtcJ6WxjZn1dIVe8pZkfPL4P3YAv35O0ZM1lPOaT5RLIWEytjpKSknTpXIqxsTFKS0sXpT0LCwsLCwsLi8WitLSU5uZmrrzySlauXMmjjz7Kl770JSorKzn++OMPSJ+sQEaeWCyNDFVV6ezsRNd12tracDgcRCKRJZng7i84c8szHTy3dxRIWgKlulRX7OLEtrJp646Pj9Pb20tVVRWlpaXTJg/LOZCRSCT424s7uO4fg4QmJ/fNZR5+cckR1Je40bQp4aV9+/Zx3nnnsXv3blytR1L5jquQXEnrS5ss8e9nrOCy4xvnPHFK9V1Vk5kgsiyn/+ULwzDQdIMv3/MGXZOiUWuqfPzXOQdO3FN0zlrKp8TT2kfCnEqZaZ2FIhKGDAaDDA4OomkaHo8HVVWnnfvlxP6CBP/v+Aae3TvGy50T9PtjXPfAbr7zrkOW9Dwvp0DGYpW4rFu3jtdfn56ttmXLFs4999xFac/CwsLCwsLizUvSfjU/25kPp556Kqeeemr69/POO49HHnmEO+64wwpkHOwsRkZGJBKhs7MTt9tNfX39tDfBSxHISE00RJOO17on+P5jeybXg40NxfyzcxyA926sRZGnPpuyiG1oaKCgoEDYznIMZESjUf7w1HZueG6UhJb8/Pq6Qn528QZKvY70thO6wb6REB+88loGC1ZSetbZFGw4O72dmiInN164ng0N80vhNwwDTdNQFAVd19P/gGkBjYVOyH705D6e3pMh7nnh0op75kLLNAtWsXNJPskmGBoOh9NitT6fD6/XO2fB0MVktn4ossS33rma99z8Cv6oykPbhzixrYR3Hb50lqDLJZCxmP248MILee9738v999/P6aefzu23305nZycXXHDBorRnkTu9YSergfagCz2qUpRFF8U1Yg5WehxmhXqfR1xHbLcLHE5k83eRzSl24nApuQVL1Ul3EWnyf9WQMAyJkMChIyhwDQlp4vu8KnA9GYyZ1w3bxd89QYFrg8ghZTgmfhT12XRkOelaMhq3o8elrCnRsYS5XwYi1xZxX0OC4yJaM5HlMS8mWNsncG3Jhmi7ItOHLIcakW6zUzDWsuGQzY2VOMyfL7aLx6rPGcdwGkxM/iyRwFVitn2Q7FmmHW5zKbI0PGZaJnInAdDXrctpXXnM7A4CoAXMDieyXQe7MfmzgWzoWSeAIoefWMK8r1HBOAOwDZuP/3jY7HpT6BLfa9zdftOy0JD4vmZzaegOBc6A4G4dOa4x0G9+Pu0Lih16CgRjQLGNmpa5ygRWOoC9UnCteQTL7OLx6y41j6vS8QiG084EUOKJIikJPFnGqugelDBEDj/CjxOf4QZU5s5fSer+kGQDaQ7X9WzbyRf19fUHVMTcCmTkCUVRMAwjbw/GExMT9PT0UF5eTkVFxbRtpoImiz0ZyBbICERVvnjHVtRJH7iPndjEPa/1A8lJ0nuOSJaV6LpOd3c3kUhkVovYA+3OISIQCHDzP97g5/+cSGv7ehwKF2yo4fcvdtE9FqV7PELPWIQBfwydAdjwIUpmbCe86wV+/PUPsXaBQQyYqt/XdR1N09JjIJWpkar1z6z5z5XHd49x8zNT4p7Xv2sNtQdA3HMmM8d3c2mmBev+nUvy3ZeUYOjExATl5eUYhkEoFKKnpwdgzoKhi0Eu94XqQhfXnruSL965HYBvPbSbw2sLaCn3LEmAYantV7OxUNHRdZMPz6lr8NFHHwWSmRerVq3i+uuv54YbbuDqq6+mra2Nn/3sZ4tmM21hYWFhYWFhsVj88Y9/pKSkhLPOOiu9rL29nYaG2V0bFxMrkJEnUg/luq4vaAKTmcFQX19PYaHZs3q2TIl8ktlOZv+u/dt2useSk8gjGopYV1fIzU8nxSxPW1VOVaGTRCJBZ2cnkiTR1tY2q0XsUmRk3HPPPfz0pz9lZGSEDRs2cOONN9La2prep9FQgje6h3ji5a3s6R/n6YC5ZCEc1/j6fTtMy0UYmsr4k7/G/+Ld1Pzo03Puc+rcqqpKe3s7Pp+PgoIC3G73tCyMzAyNVIAjRa4lKB3jcb7+8GD69y++tZVjmovn3OelwOu0UVngYDAQX5KMjNlQFAWPx0NhYeE0wdCUKO/+BEMXi1zvC2ccUsF7Noxx56v9RBI677vxflp238nZZ57BJZdcklfhS1Efl4NryUIDKluyvB1MceaZZ3LmmWfOe/sWFhYWFhYWFgAS+RH7lGaxX50NVVW57rrraGxsZMWKFTz00EM8+eST/OlPf1pwn+aLFcjIE/lw39A0jZ6env1mMCyF00dmO5nBmb+81sfftgwASdeO699zGNfdPzW5f99RdUQiETo6OvD5fNTW1u53wrLYgYzHHnuMr3zlK+iyDVfzEbwcLOId1/6WY08/h4GgSs94JC1uCQrMQXehxGOnzAltNcXs2/pPnn3kXtSJAeIDeyHq54Mf/CAlJTPzNGYnlYXhcDhYsWJF2ia0u7sbSL71LygoSL/1zzxPqc8ahmEqQZEkyZSt4Y+q/M+Tw+n9P/ewSi45xizUeiCIxWIYhkFRUdG0yWZLmYfBQJzxiMpYOEGJZ2mFKsF87eUqGOrz+dLBqMXsW66T839/WyuPvNqOHzcxTxVdxRv41a9+BcBHP/rRZdHHxWS5BFQsLCwsLCwsLGYjqZGRh0DGLI9fs2WaXnzxxfj9fq644grGxsZoaWnhRz/6EYceeuiC+zRfrEBGnsjMyJgPM21J95fBAEtnAZlqp304NC0j4brz1yBLEk/uGgagtsjF+go77e3tVFRUUF5entNkZbEDGXfddReJRIKqy65HLk2mP6nAM+25Ob+sqvJRX+yivsRNfbE7+X+Jm7piFz6nja1bt7Jq1SpsF67jO74hfv3rX6OWF/Lud3+Yr3/963PqayoQkRIhtNlsFBYWpt/6p4Qnh4eH6enpwePxUFBQgM/nS79BTwWdZpagpMZmKphhAF/+yxv0TtrJHlLlPaDinilisRjf//73uf3225EkiY0bN/Lf//3fVFVVAdBc5uaFfeNAUiejxHNgbGxnO07ZBEMHBgbSgqGpbA17lvr8+ZLLtTQYiLGp288Le4YIR2PgSpbshBpPoHLgNR544AE+8pGPLMokP58lePnoixXIsLCwsLCwsLCYPdNUkiQ+/elP8+lPzz3TfLGwAhl5IpXCP59ARigUorOzk6Kiomm2pNlYaNAkV1Jv8A3DIK7qfPGOrYTjydKF926s5ZzDqvnhP/YwKZXBOYcU09fbQ11dHUVFuU8uFzuQEY/HkVwF6SBGJnZFoq7IhT3ux9/XzkDBqvTfDglv4d/ecSSnnHLcrNtP9V+WZa6++mquvvrqefVzZhBj5jiQJImhoSH+8pe/EA6HWbNmDSeffHJ6guxwONJBjVxKUH7ydBdP7UkKNBW5FG5876G4l4G4589+9jN+85vfoJQ1YfOV8MQTT3DNNddw8803oyjKDAvWMBvnqT+yEOYyXrMJhgYCAQYHB3E6nem/50MwdGaQQDcM9g6H2dTlZ1P3BK90+ekZzxDhchVP34DNiWHEFz1QuhwCGbquzxo0tnhz4pgUOnPKBvocRc9EAn4u1Sw+BxCPm9cNx8wlWyKhQICRuHldkSjlxKTQpSzbqATG4zb0uHi7QqE7gagngF1wbFyKeVmBXayK5xB8vlQgluoUCE0CeG0quJL7W+2OgqRS5RWXFJZXmkUcDcG+SviEny9zmYUJRbeoCsH5A4gKhE29ArHWApuCbEseF5/NQJ/82WszNyYS9lSy3DZdgq9ul+D4ewTnD6DSaT4vItw28Vj3emLoDp0JwOOOISsJbGXmHZBLzKKeyc7mFtCXBs2inCAW9hQKgGbZruI0t18gD6BNvhjyHaKgaDbqpHHh5wtGzSKcBSVmHa9oMIuwsM8sTGlTzNdFYRYBTUe9ebtaTHyuJJuBNilEbHPrKDYdJcs1KCIqEAeOC0SAlaB4m7YS83I9aN5/I0uXJMFJtCkaupL8g6JoyIqGO0vmgkjY1iM41rYszyhu2/QOOLNdlIuAJBl5yshYXrqEC8F6gssj8wlkjI6O0tfXR01NDaWlpTl9JhVgWOxARqotwzD43qO72dYXAKCl3MNX374aVdO5/ZVeIKmYfUK1REtLC263WWk5lzYWi5NOOomnX34t/XtiYA/6y3/m7t/dzOqmGro6OxkaMrj33g5epYh9JN/8VyoRampqFq1fmaQCDKmAiGiSt2PHDj784Q/T19eHJEkoisLHPvYxvvzlL6NpGqFQaFoJis/nSztqzCxBeXT7ELc8lxSolCX4+tnNVHhkVFUVlqAsJQ899BDKipPQj7qIuCThrXyMzZv/RldXF83NzTOcS5ZW8DOT+UzEMwVDS0tL0+dtpmCoz+fD4/Fk1dsZHx+nv78fj8dDQ0PDtL7EVJ3XB2M83N3Jpi4/r3b78UfFDzQAGAZyYABvpB/PyA4ifbs48T3vWTSx0tS1vhwCGVZGhoWFhYWFhYXFwYkVyMgjc5mQG4ZBX18fExMTNDc34/WKbY6yIcvykpSWyLLMk7tGuPW5TiCZwfC9967D41B4bMcQA/5kFProOjfHrFs1rzT5xQ5kXHbZZezs6OXpyd+VRIiff/saVtZXsq+9nbKyMlatWoVhGHQ9spV9UjKQUXXo8axcuXJR+59Ks0+JdKaCCCJ++MMf0tffT9EZV6CWr8AIDPObbf3Y7n2FY9c00VruTWb0gLAERVVVtmzZwu7BIL8brIVJa7pPnVDDqWtqspagLHVQI1i1Ab1tShE5tuJ0bCMd6ePSWj4VKGsfPjCCn/kqjVAUZVrpUEowdGRkhL6+PqFg6CuvvMItt9zC0NAQTqeTY085nTUnncvmvhCbuv283hsgoWcfj06bzGG1BRxRX8gRDUU0elRu+fEjbNq6CUmSeOt55/GJT3xiwfuWjczxdaBZLiUuFhYWFhYWFhazkdTIyM923ixYgYw8kZrs5ZIloaoqXV1daJpGW1vbvNwBFnvyPzExwS9/+UseffpFOtZcDEpSePRLZ65kTU0BAH94sTO9/odPXjnvWv/F3hebzcaVV17J07ftBeAtb3kLRx7ZSkdHB7W1tWkxzpNPPhlHRROX/mEnAGO23DJk5kumMCew32BBd3c39pajSTQclVzgLobKFfxy0wS/3LQ5ucgu01zmobXcS1u5h9YKH/WFpajxCf7whz+wbXc7OxrfSXwyjfW0tgI+ffrqaeVKmSUu83FBWQi/f6mH0YwgRgr96A8RcyXPR2WBE7ddJpLQ2Td64DIy8k0ugqGxWIwf//jHDAVixA85lw6ljNeGiuDu7G46JR47G+oL2dhQyIb6ItZW+3DMSI287rrrGBsbQ5Zlk7hqvrEyMiwsLCwsLCws5oYkGchzLIfMtp03C1YgI4/kEsiIRqN0dHTgdrtpamqa90P0fPU4ckHTNK6//noe/ftjBI+8lMRkEGNFocEHjqoHYNu+Pp7aPQZAdaGTt6yqmHd7S2G/mrl9TVXp6+ujqakJn296vezRqxoodO3FH1V5pWs8pze28+n//vQwRLS2tbE9vnbWdSIJne39Qbb3T68XliVwqhuItJ44bfkxti76+mqnlaBAMlNgPi4oC+HW57r47mPt6d9tux7DcJeg1R+BLtv5t7ve4LaPHIHHLlHu1OlKQOdomMefepqTjj9uSbUOluJN/kzB0HA4zAsvvEB3dzfRjR9kxNUs/Fx9kYO1lU5OXFXNEQ1FNJe6cxrDuZa2LZTUsVsOgYzU9WdhYWFhYWFhYXFwYQUy8sj+ggt+v5/u7m7Ky8upqKhY0IP8Yk7+Ozo6eOGFF/AecjKjpW3p5bv9EuuuewzZUNGlqaHT74/xn/dup8htp8hlS/7vyfjZbafYbcfrVIT7LNqXzs5OHn74YUZHR2lpaeHcc8/F4/GYPpsrmVtPJBK0tbXhdJpFp2RZYkNDEU/uGmE0lKBjNEJz2fzbFfZlHkEMgLd+4HIefCCpo6CPdsLfb+SDn/wCh514Bu3DYfYOh9gzHKZ7LMLMygLdgIhiLl/63x3F/KJrD3WFCjVehdZyD6trCllbX0ZtiRdZlnnkkUf4+te/zsDAACtWrOB//ud/OPTQQ/NagvLTpzr40ZMd6d8/dXIjZ33gEhSnm6se6GPHYIh9oxG+8tc3eE/VKOpYD9jrMJD48/3/AE3l1FNPnVfbBwOyLOPz+airq8NbXEafJxlQxNCx+XtZWSJz0duO4eiWctxSglgsRm3t0ui7zJXlVM5hZWT8ayJPfiMok8JpIlHL5N8FAnACUTi32yxUBxCPm3VmfLJZFFAVCEWCWCxSFrxJ801m2Em2ZN+8Nh3DpuMSft7cjiSJ9XBcAlE8kTBokV2swRMWbFcktEcWAckSVwzDqaMCxc44EgnKS0LCdb2N5mWKzW9e1ic+14UF5uw+m8Pc17hA6BAgGDdnpBa5zOfaqehpAdMmbxSU5L7rhsu0ruhciUQJAaKaeeVWn7n00p5F1LGhzOziJnpra7eLP1/QoqLZoA8obkugqHHsawQvuAqyPE95Bdpq/WZhT71nXPhxecws9iq6qkQCoNnWVTQNJp91ldYyFEPFpw4JP2/rMB9rm898/CRJfK+wOXMsS88yxdAj5ms9FhBP8WwuDX3ynqNFZYy4TCRhHr9xXXxfEgkGx2LmthwxsQiwJEjelhzmthzVwo8L1y3TQmh2B6NAaW0YJZFdvFYT3MNsgrEeyXKth7Xp16rXvXTZDZbYpxkrkJFHsgUXDMNgaGiI4eHhOTt6ZGMxMzJUVU2+jXeIv3Aygxgp7pgU/ZwNRZYoTAc3poIcihqlxOunpixEkcdOIjjO7b//NQNde3ERR3/kEXbt2sW///u/50WDw+P1CoMYKTY2FPPkruQX6Cud4/sNZMxVG2U+QQyAe3ZOPWi9vdnO+37+Y44//njTejFVo3M0wp7hMHuHQrSPhLlv62DW7Q6HVYbDKq8B7AkDw8BevHaJMofGnk0vkig8FIxiXn31FT784Q/z4IMPUl1dveASFMMw+OET+7j5ma70ss+d2szHT2ykq6uLokIfN164lg/8chMTEZXHd40ytrebYptG3+T6urecl156iZNOOmnJsjIO1GS8ra2Nyg1vZaeW3M+Cwc2sDW/mMx/8DFVVbkLjg0QMA0VRCAQCswqGHiisQIaFhYWFhYWFxdywNDLMWIGMPJFNI0PXdbq7u4lEIrS2tuJymaPu821vsQIZDQ0NtLa2smXLI1RGgsScpUQNhaqGFjr6hpEqV8xru5puMBZOMBYWR6RhYOrHirdBBUiGzoqJl3n22Wd5/fXX2bBhw5zbVVWVSHgqWi7v5wre2DgVaHqlc5x3H1E75zZFLCSIsWMgyNOTVqm1RS6+89kPYMsyAXPaFFZW+lhZmSybebVzjEe2DxHXksGWSnWIOluAgrqVBGUfe4fDjEfM5ySUMAglZOyrTsY+6UrrfOMxBv/+c/7+979z6aWXCktQDMNAnbQjnK0ExTAMvvtYO796vju97Kq3tXLZsfXT1qsvdvN/F6zhU3/cgm7Aa1p9SqcUAI9t6rguBUshspsNu92O1HQk7E2+PXtLi48Pn/PvrF69Ot23/v5+YrHYrIKhB5LlEsjIdAmysLCwsLCwsLA4uLACGXlkZiAjHo/T2dmJLMu0tbXl9W3xYrqWuN1urr76ar7zne+wffsLFDudHHPMMVz4zpVcdNF/oleswjj1M8mVu19DefVO/njXX4kZChORBOORBP6Imv55IqLij2b8HEnMbgeZgSHJ+L0NuBMJgkFz6uD+CIVCDA8Pz+mt9Pq6ImyyhKobvNJlTrecSS4ZGSl9ifkEMQB++WyGsOrxDVmDGDPpGg7wmT9tSQcx3rG2lE8f3UphYWFa5BRgNBRn73B48l8o/XPvxHTPcrl+PYZhMDg4yOjoKD6fLy1WmzrGqQyN2VxQJEni2w/v4baXpzJ5vnLWCi46Shw0OqG1hCtPa+F7GRoaALXyBAztYdWJJ85LNHchLGQybhgGf//739m3bx+FhYWcccYZ085HNgJRlec7kunS5V4H3/jcR1Ay8o8lScJutyPLMlVVVSbBUJvNlg5quN3uAzKJ13V9WQQychXZtbCwsLCwsLA40EiygZQPsc88bGO5YAUy8khmICMUCtHZ2UlRUVHSEjPPD+6LLZDZ1tbGD3/4Q1588UUMw6C1tZWamhpOP/10/vq3+3HHw+DwYFSt5tQTj2V9U/mctq/pBv5oMuCxq7OXsAqyy8dEOMGLr73Ok1v2Ei5NpgEkxgeoLSmhoaFhTm2Mj4/T09NDcXEx0XFxXa0It0NhTU0BW3r87BkKMR5OUOzJXtIy27mYaa86nyBGz3iU+ydLQ4rddt69ITftg/FAiM/88TVGJ2snNzYUcd271uFQzBO3Uq+DUq+Do5qKpy2/4+6/8oVr/xfPaZejlDYg+crxFZdy8sknEwgEGBgYwOl04vP58Pl86clxanIockHRDYNvPdzOXZuT+yQB/3nOSt57xPT9mnlMP3JcvSmQsV7dwTHHHccZZ5yR0zHJBwu97gzD4Lvf/S5//vOf01ks9957LzfeeCNlZWWzfvYfO0dITAalzlxTPi2Ikbn91BgTCYaGQiEGBgbQNA2Px4PX68Xn873py3JE/QArkGFhYWFhYWFhcTBiBTLySGpCOzo6Sl9fH9XV1fudmMyXxdTISBEMBikqKqKwsJDa2uSb8m984xvous5j3a9itJ6AZHdx6sWfnfO2FVmixOOgxOPAHvMgyzLV1Ulln/dtrObT3x3kyclqEK8e4mMf+xhNTU05bTtTk6SpqQlN0+gXCEHNxsaGIrb0JN98b+oa57TVc3dlETl9zIffvNCFNjnp+uDRdXgc+88u8fv9XHP3NnaNJktGaoqcfP99hwmDGLPxngveQV93Bz98YR+UJgNJX/7m9zj22GOBpMNNKBQiEAjQ3Z0sEUkFNUQuKKqm899/28FftySDGLIE/3V2G+evq0DTtFkFQzsEVquhtrfxrnevwzZPHQhVVXnggQfYvXs3Xq+Xt73tbbS2tub02czJeELT8UdVAql/MRV/VEv/HIyq+GPJv/UMjbG1rxLe+u/INie+oa1sff7P/PGPf+SKK66Ytc0Ht00JjZ29VjwmswUKUoKhPp8PwzCIx+OEQiH8fj+Dg4M4nc50tobL5Vq0YMNyKedY6HVpYWFhYWFhYbGUvJmEOvOBFcjIE6l0+UAgwPj4uNDaM9/tLVYgwzAMBgYGGBsbS6egpyguLubHP/4xT2zv5RN/3AbA33f7ed+x829vZkaD3W6nad0x8EJyYvyFj17E245eldO2dF2nt7eXUCiU1iTx+83K5ftjY2Mxv34+KUD5SufErIEMUUZGZhbCQtw8xsOJtJCqyybzwaPr9vuZsbExfvbEHp7oSE783XaZm96/jjLv3EsvJEnis5/9LPLaHfzomWQ/qlcfkf67oigUFhZSWFiIYRhEIhECgQBDQ0P09vbi8Xjw+XwUFBQgKQpfvXdHWnhUkeB/zl/NmYeUCUtQUj9DMlBw9V/eMPXvqXY/v3yuh0+cJJCs3w+GYfCjH/2Iu+++Gx0JVXbywNOv8LFPf5biiprJYIRKMKalAxT+mIo/ojI8ESTx2ASByb9F1TleiyXJoJwGjNWfiN37KL29swvmTkQSPNeetDyuKnBweH1h1v3KxW7V6XTidDopLS1NB6RCoRA9PT1IkpQOauRbMNTKyLA40FS6k4r29Z4oyCq2LE4OpYVmJwJVNV8LilOszq9FBE4ACfNjlz8qFp8OiNoSPMQak6JB0qSbQMKQMAxJ6HrhVsxlnXaBOwuIXTfcirmvtYXiFwUJgRtLscAdRBe4CAD4SmJodgd7gcaGMZREHHeL+F5kW1VpWiYXjJqWVTnEzwP24tzuSVWhgHB5YdT8/eoQuLlouozh0DGAYkccyUi+bKgSnGuRO4To/CeXm4+1yLXGlcUhxlNodnlQo+Y+ZUtIlGwSUto9R0JCwkiY25dsWe63Y4LjGjd/3pgQu1FoAbPDieI0X3/Z7vYiNxMZMAwFdDBa6jEkjWzfhG7fmGmZVGTWxLOPmMd/to4pboETSrl42qbUmF3pvBPi0mjZLaHZkifSVWWgqAblfnPWspbNtURwvXo85vMiZ3G4kWyCcSVwXTFU8WDTJsyabrEJG/rkS764X0GO2zCy3FdGw2aHnAmBa8tEQny2x+LTt6snlu55xhL7NGMFMvKEpmn4/X5UVWXFihWLXq+/WBoZmqbR3d1NLBajtbWVoaEhYTsnr66hunAP/f4YT+8eYTQUp3QeE2UQB2XaM272xxySWyaGpml0dnaiaRqtra1ph5P5lOFsbCxO//xK1/icPpuZiTGfUpJM/vByD5FE8ti8+4iaWY+xYRgMDw/zyNZefrt56qHgWxesYU11wbz7AHBYQxmQnGjvGRKX6UiShMfjwePxUFVVRTweJxAIJLM1+vr5wUsBnu1MfjHbZInvvvdQ3nZIMkA0swRFVdVp/370ZCfb+pMPy82lbj57ajNX3bUdA7jpiX2sqfZx8orSOe3Tnj17eOihh3A1b6C/7Tw02UEA+PLfRwDzQ5GZbKK1OaJrICe/KLXyldTVzR6k+vuOYdRJX92z1lZkFa2dT6BAFJBK6WpkCob6fL6k4OgC9UGWQyAjdc9Zbq4uFhYWFhYWFhYW+8cKZOQJWZZxOBzpf4vNYmhkpMRJFUWhtbUVm82WNfNDliXOXVfNL57pQNUNHnh9gIuPmZuGRQrRvrQPJyfLPqdCuW//xzMej7Nv3z6cTidNTU3T3rLO51hVFjipL3HTPRZhS4+fuKrjyPImIXP7C3EmmUk0ofG7F5NZKbIEHz4u+/E1DIO+vj7e6B3nxhcmSO3tp09p5sw15jdVc6W1Yirav3fY/JZAhMPhoKysjIKiEv739i0ZQQy4+sQS1hYm8Pv9+Hy+9PlSFAVVVenp6UFRFDweDy93jPPL57onPyvxP+ev4tCaAj7zlmZ++MQ+DODqe97gjx85gsZSgRd9Fvx+P9FolGjdcWjy3K9Zr0PB51QocNkodNkocNoocE3+c04ucynp31Pr+RwKv77lp/z+wWeInpQsJSlafQzvf/87Z21vWlnJmtlLnRYy7jIDUhUVFWnB0GAwmBfB0OUWyFgOfbGwsLCwsLCwmA1L7NOMFcjIE5IkUVRUxESWVK58I8ty2uIyH4TDYTo7OykoKKC2tjb9cD9b5sf565OBDIC/benPWyAjmtDSbhmt5d79TjTC4TAdHR0UFxdTXV1tWn++QZ+NDUV0j0WIqTrb+gJsaCiadf18BjEA/vJaf9qq9uy1ldSXiCfpKYvf8VCM/3tuguBkOuaZayr49FuaF9SHFLVFLlw2maiqs2c4d+HUaELjc3/emraOddpkfvi+w9hY6xaWoLjdbvr7+1EUhebmZgIxja/dv2cqMHNyA6sr3KiqymXHVPN6n5/Hdo4SiKpcecfr/P7DR+SkIQJQV1dHYWk5Q65koEfRosj921m7opnjjjw8GXhIByeUdDDCY4PBnk4OWb1q3uf4ys99lvXrD+eq53QShoxUfQilpdkzSkZDcV7cN57sd7GLw2qzZ9jkO1CQi2BoShMlF8HQ5eZaYmVkLH9Wr15tygR63/vex9e+9jWee+45vvWtb9He3k51dTWf/exnOf/88w9gby0sLCwsLPKPJBl50ch4M+lsWIGMPLIUApwp8qmRMTExQU9PD5WVlZSVlU17WJytndVVPlZWetk1GOKVzgm6xyJZJ9uzMTPQsG8knK7DbC031/2J+l5VVTWrsOq8AhmNxfx1cz8Ar3SOZw1kpI5RPoMYqq5z63NTlqv/7wSxBoSqqnR1dWEg8f2Xg3SOJQNAq6t8/M8712QtP5griizRXO7hjf4gXaPRWTNUUoTjGlf8cTMvTE7A3XaFn1y0jmOakzajM0tQ/H4/AwMDyLKcdJqJRvnv+/fS70/WaR/TVMxHT2xGlkgf62vf3kb7SIT2kQi7h8J87d4dXP/uNTkd/6qqKk57/+Xs2Zm8Ddr7tnKqr4//+OiHKSrKHrRKJBKMiIrP54AkSZx+2ls4fnArT+4eZTSssnsozMpK8Xh/9I1hJs1KOGtNxaz7t5gZDyLB0GAwyMTERNrBZn+CocslI8PSyDi4ePDBB6mvr5+2bGBggE996lN88Ytf5MILL+S5557j85//PM3Nzaxfv/4A9dTCwsLCwsJiKbACGXlkKQMZ+dDIyHT3aGhooKDA/JZ3tmwGSZJ4x7pqvvv3PUAyK+OTp7TMuR8z28gsXWgp92Tt+/DwMENDQ1n7nrn9+TBTJ+P/YdbqSPU7Go3i8XjyEsQAeGT7MF2TQYkTWktYW2Pev1QpkNvt5jdbQjzXPg5AqcfOTe9fl3NmQq60lXt5oz+IZhh0jIZZWZldzDYYU/nkbZt5pSuZoeR1KPzsg+unHdMUDocDn8/H6OgoRUVFeL1egsEgv3lyBw9uS+5TgVPhm+evxm6b7oJSYrdz43vWcPGvXiMY13j4jWFuebqDjxxfnxbgnW2iGi5sIqX98f/OOY6PnLERl8ss0CUiH+f52OZintydzFZ5Yd941kDGQ9unykrOWjO71fFSBQoyBUPLyspQVTWdrTGbYOhycy2xMjIOXu69916ampq49NJLATj99NN561vfyh133DFrICOQsOMGxuIOjHj2segcM993w6r5sak8JrbnHhaIyokEHMfj4tK2jnB22+9M5Mm3a4puoxnoCtvQomKxuiK7WVRPzSKKpwr6GhLsf1E8t34CJAR9cjjF2aWyDQzb1M+yAXJxljJAQWBdLjHfy5V+sVikERc85wgC1opN/IwnEjbVdPNx0XQJ9KTtuK4Dk8deNC5CAgFQCfHzWErwNZOoZv68WyBACqDYzduVBcKwsaB42qCHdfTJY6OHdSRVxxgRZG8GzQKyAHrAfF50gahjoF18vxYJSxbIA6ZliiYW5hXdBfR169A1YAvoh65FUkDO8owve3N7bjCC4vGnj5mPixYxn1ObLj7/+pC55DcyJD5XkmygO5J7HOmVkeMyA+Pme12f4P4FEBaMK8yHOquwbJ0xblqmxQTCxlnEQnXNvF+hoBN9Utw1FHIix2RsNvG5jgv6LwsyFJQsj1Ezly/wvdackCQQ6PrOaztvFg780+SbiKXOyFhIICNVjjA2NkZra2vWQMD+Mj/OXVed/vnezf3z6pM5kDH15SfKyDAMg97eXkZGRmhpaZk1iCHafq6srPBS4EreMF/pnBA6k+i6js/nY2xsjD179tDX14ff70fL8mWZC4Zh8MtnZ8/GiEQi7Nu3j4KCAp4flPjtiz1AUkPixgsPo644ty/VudCWEVTaM4tOhj+a4GO/ey0dxCh02fjFJRuEQQyYXhpUU1NDUVERmruUW16dEiz99NElBAY66ezsZHR0lEQigSzLKIrCyuoi/vdda9Pr3vRUJ8/uHUPTNFRVJZFIpDM4ZvLM3qTSuE2W+NAZx+QUxMinNs1xLSXpn59vN6ueAwwH47zcmTyWjSUu1lTP7oa0GCLAuWCz2SgsLKSmpoa2tjZqampQFIWRkRH27NlDV1cXY2NjqKq6LDIyLPvVg4sbbriBk046iZNOOomvfe1rhEIhtm3bxqGHHjptvbVr17J169YD1EsLCwsLCwuLpcLKyMgji+Ukkq2t+QZNEokEnZ3JiXJbW9usde3726f6EjcbG4t4pXOC3UMhdgwEOWSODhkzAw3ts2RkZDqTtLW1pZ1J5rL9XJFliQ31RTy1e4SRUJzO0QhNZcn+pPQwDMOgtLSUsrIyIpEIwWBwmu5DQUFB2ukhV55vH+P1vuQkfm2Nj+MzJrsAgUCA3t5eKioq2BeU+e/7Xk3/7WvnrOKopuI572sutGUIfmZzLhkPJ/jY719lW1/SYaTYbeeWDx0uzCgBCAaD9PT0UFFRkdaIUHWdq+/eRnhS6+OCw6u57PQ1xGIxgsEggUAgXcaQsnY9dVUZV7ylmR89sQ/dgGvu3cUf/98R1BY60mU/KWRZRpZlev0xOkaT7jjr6wrSQatcyNdEfGWFh1KvndFQgpc7J0hoOnZl+sT64e1DpF7CnLV29rISWB6lGyLB0GAwSCgUIhwOp4MHqWyNA9Ffq7Tk4GHDhg0cf/zxXHfddQwMDPD5z3+ea6+9lrGxMQ455JBp6xYXFzM6arbdzESyJ9/ISc7Zr3lDYN+IIINHuB6A4M0hgjfnkpzFUlH4eTPy5Ft6xaVM+18WvGWX7Ob25SwZGbgE9pmCjIys+y9Ad5jf0uoOcfuaXUKf/O5M/a8p4rYMSdAvWZARYRdndAh7IHjVqjvE50R0DAxRHbphg9S4yxh/km7errzAjAwE49twip8bRcfFEKyqZ8n01GwSmm3yHE3+LwvOlaRkyehQzPul20THP8v9WjDWNVG2nWCcwKTN6sy2NEg9OqT+F60HIGXZrmmbWcavLsj00ewCS95sovOC9AHdkSWbWsZ0XYnGr2hMAkiijAzRWBOcv2S/zGNNN8z7JQnOKSTPi2mZ047umNyn1P9KlrEieNYT3dfkLGPVNuO+rDiXMKtTzk9GxpspjcEKZOSRg0EjIxKJ0NnZicfjoa6ubr8P8bkEAd6xroZXJt8Y/3Vzfx4CGclJsixBU+lUICMej9PR0YHdbqelpWVOKeGhUO4ClZlsbEwGMiBZXtJU5slqr5qauFVWVqYn3X6/n/7+flwuV3rS7XQ6Z524ZWZjfPSExmnrjo+P09/fT21tLUHDwZW3v5y25Lz4mDou3Fg7r/3MhdaMoJLIuWQkFOdjv3uVHQPJY13mtfOLD21gVZU4g2BiYoK+vj5qa2spLCxML//pkx281uMHoKHExVfPXgkwrYxB0zSCwSDBYJDOzk4kSeKdK7xs7iriqb0T+KMqX7hzO7f9v404HbZp58wwDFRV5cmdw+k2T5gRLJqNfAYrJUni2OZiHnh9iFBc4/W+ABvqp+tzZJaVnL02NweaAx3ImIndbqekpISSkhL6+/vT5yH1c6oEJVfB0HywXEpcLPbPn/70p/TPPp+Pq666ik9+8pMcddRRwvX3N/4rrjwRgNr/ffuc+yJKts6Wn5arYlS2HKvZDZmzc8IPz5jnJ/dPoWDZXGTHh/e/ipC9l3x87h8SObcfMc8O5InMkSld+570z/OTSp874sIO2JPHNna95xN53NoSIXqc3jL14/Ztqefa48Wfn73ic+7r5YO37n+Vzk98NOvfFup3Jy6igX0L3O7+GPu3D836d1HBumhZtv1vm2uH8ogl9mnGCmTkkeWukeH3++nu7qa8vJyKiv2/2YXcAhlnH1rJNx/Ygaob3Leln6vetgJ5DkVjM+1L20eSj4UNJe60oGQkEqGjoyOdup7rRO2FF17gf/7nf+gcGIWz/ivnPqWYppPROcEFh9fkJOo5UzsgFAoRCAQYHR1FluV0pobXO92VZXt/IF3uUF/s4oxJm82UJsjo6CgNDQ1Idhef+dUrjISSNaTHtZRw9Zkr5rx/c6Gx1I1NllB1w5SRMRSI8ZHfvpoOcFT4HPzykg3TsjgyGR0dZWhoiPr6eny+qcf4TV0T/PSpfQAoksT/vWstXkGkX1EUioqKKCoqwjAMwuEwwWCQK44sYM9QkN6Axo6BIF+7Zzvfec+h6TIUIJ2h8dy+KYeh45oK0uUq+9PVgPwGCo6bDGQAPN8+Pi2Q0e+P8UpXMqjTWu5hZYVYMyaT5ZCRMRuGYaSvjVTQLxQKmQRDfT7ffoN+C2G5uKdYzJ36+vr0PXh8fHza38bGxmZ1AAIY+v4zVFx5Ir1XP4ARyz4Nr/MI6s4Fb8nLPFHh50fC5lI1TfDmfCKLRsbuUG620JkZGSf88Aye/ewjaFGNIsEbzUKBRoaWJSOjwmWe9oo0Qup9ub8oKPZETMuyaWR4ilV0u529l3yc1t/ejJxI4D5UXP4nV5sFmo1Rc79iOwOmZZB7Roa/S/zYPO4335tFdfeBqAOcNqRr34Nx7Z0wOf66I+bPhxeYkdEoGL/FLvH0sr5x3LxNweNsPCR+geSrVdFsdna95xOsvPPnKGoCe73TtF62LCihRobfPC6CHeLvZlH2ke8Qge5Cq1gU3mipNy3TD12LpiWDGGvWBlAUkLeIy9ak4dmzwNLb3DsoXj5uvtZi3eYT4KzNkpEhyLQKbJs9I6PzEx+l8ee/QE4k6Og1v8wZiIivNZFGRpPHfK05s2hU1Naa3R21mHm/RLotIM7ICIWc6A47Y//2IUpu+B1yPIFNEbffPmze16DgvhZIiMfq7tD05QWNBZxw7QnCdS0WHyuQkUdSwYWlmEjMpVzCMAxGRkYYHBykrq5uVkcGUTv7C86Ueh2ctKKMx3cO0++P8VLHGMe2zP4gObON1L4M+GPpkoKWSX2MVABG5KoyG3v37uWaa65hIBBDqZ2qo/b7/Tn3bX1dEYosoekGr3SOz8uZxGazpSfdKfvKQCBAX19f+m10KrCRmY3xkeMbsU2Oqf7+foLBIE1NTTidTr545+u80Z8s32gocfPd9xyKbZHfLtsVmcZSN3uHw+wbiaDpBoos0e+P8pHfvJou06gudPLLSzbQXGZ+MEsJzI6Pj9PY2IjbPfXOMhhT+dLd29JlFJ9+SzOH1+9/rGaKSlZVVfHDwnI+9JvNRBI6928botb9Gh86upaCggJcLheyLKMZ8FJH8su01GNnbW0hTJYLpUiVoMwMauS7fGyaTsa+cT558tRrxIczszH241aS2b/lPEHP7J8kSbhcLlwu1zTB0GAwSHd397Rz6/V685pBYWVkHBxs376de++9ly996UvpZe3t7TgcDk499VTuvvvuaetv3rx5v44ldi05aXKqMYyEii4QWgSw2c2TKzlhTsFWbOLJYSKSWyAiGssiShcWlGEIbj+uybT81F7oUQ09qiIJvrvdmAUURaKeAEW6eSLsNMyPjaU28XeqLgiQuCRz+26neRmAu0JOp9K7yzUUVcVWK8oJASoE3xU1xaZFir5P+HEjJDiHgtR+W5b8G1e3OZila+b990nJFPhBoMo1jiwn912Om4/BuGYOBGQTZrXJ5oFRrgRNy0oEwQ0Ab615rBgR87hUxKcKu0NCnjxXdoeGIqvI5pgVxLKIXXabJ/LRMfP9eaCnWPh50VdeXWLctMwX6xN+3maYrzXDSCAbCnA89m1bUSQNfcPhws/LW7aYlkn9Q+b1skzOtbjguITN6xrDWQQwBbHA0LD4RZLDoaI7ktuJT+jIcZ1YyLzdRLb7kqCtSJYqKhHqhLmtWNR8rXk84sGmJgTCvompdeV4AjmWQJLFx0oVjGtZcGPVsqSUaDPGtZ7lOC0GltinGSuQkUdSD8VLMZHINftD13V6e3sJBoO0tLRMmzjm2k4uE7d3rK/m8clU/b9tGZh3ICNT6LOlzMPw8DCDg4PU19dPKz/YHxORBD9+6DV6DrkQylegZpyP0TGxqKIIj0NhTXUBW3v97B4KMRaKUeKd/1vimfaV0WiUYDDIyMgIm3Z18sDryWNY4rZxwYZqdF2np6eHRCJBc3Mzdrudnzy5j4e2Jb8gvQ6Fm96/jmJP7jXKC6Gt3Mve4TBxTad7PIJNlvjIb16lezz5EFdX7OLWSzYIbXhFAZlMvvHATnomt7OxoYiPnyS2nN0fa+pK+PYFa7ny9uSbk1tfGWNVpZeVhWNIkoTP52P3BIQmA2YntJXicjrT5Q4zS1CAdOAqcwKeL2qLXDSUuOgai/Jat59wXEs7zqTOMyT1MXLhYAhkZAsgpARDCwsLMQyDSCRCKBRiZGSEvr4+PB5POqjhENTZzgUrI+PgoKysjD/84Q9UVlZy8cUX093dzY033shFF13E+eefz0033cSvfvUr3v/+9/PEE0/w5JNP8uc///lAd9vCwsLCwiK/yEbyXz628ybBeh2VR1IP50tRXpJLRoaqquzbt49oNEpbW9ucgxi5tgNw+uqK9OTrwdcHiKu5H4PMNjKFPsvsCYaHh2lubs4piBFLaDy0bYDP/PE1TvzOk9zbXwAVKwWhx9wvYMMwOKJhqu3NvcG8TX4kScLtdlNRUUFraytPDdjTb9vObHXR27mP3bt3k0gkaGxsxG638+gbQ/zw8fbk54HvvHttVsvOxaAto7Thf397Pxfd8lI6iNFY6uY3lx0hDGKkAjLhcJjm5mZTEOO+rQP8dXPSv8vnVPjfd61ZUIbJGWsquPykZGaDZsC3nhjAV9lIXV0diqLw6Ou96XWPqHZOc0Gx2+04nU4cDgc2mw1FUdLirikXlNQ+5YvjmpNZGapupN1eesajbO5NpkGvqvRO0yiZjYMhkJFrWVtKLLS5uZnm5ma8Xi+hUIiOjg7a29sZHBwkHA7PK0vGysg4OKisrOTnP/85DzzwAMcccwwf/ehHOfXUU7nqqqsoKyvjZz/7GXfffTfHHHMM3/ve97jhhhtMAqAWFhYWFhYWbz6sjIw8spSBjP1lZMRiMTo6OnC5XNTX18/7gT3XQIbHofC2Qyr46+Z+/FGVJ3cN87Y1uQsTijIyyl06ra0rZ33zqukGL+4b497N/Ty8fZBAVJDzFvWDayoYEQgknS/2Z9uaejt/eF0Bv51ctqlrglNX5V+taSwc5+7XkhN5t13m8tMPITDcjyRJJBIJ9u7dy2DMxtV/60p/5gtvbV2UvszGeOcbpCTsHp8oA5JZDa3lHm69ZAMVBeZUWE3T6O7uRtd1mpqaTGKOPeNRvn7fzvTvXztnFXXFcw+6zeQzp7awrT/AU7tHGQsnuPKOrfzuwxupqvKybWyqhGdNCezevRun05ku8UmVoGRe06kMjUAggKIo07I1RCUoc+G4lmJu35RMeX1h3zgntZXOEPnMLRsDDpz9aq7MN9DicDhwOByUlJSkS7SCwSB9fX0YhjEtWyMXwdDlHvCxmOLoo4+eJviZyVFHHcU999yzxD2ysLCwsLBYWiQpP2Uhb6ZHH+t1VB5JiQQe6IyMYDDInj17KCoqoqGhYUETrLm4o7xjfXX6579u7p9TG6l92T00VdN50roVwiCGYRhs6/Pzvw/t5NTvPs2Hf/0Kd27qnRbEqPA5uOy4Bq49wU3NSz/CyFCtGpiI8NGPfpS4qCYxo42UHsbhtVNilA9v2sPWrVvzPlm87aUeopNZLO9cV4l/qI+CggJWrFjBqlWr8JRU8rVHeokkkuuc1urjPWsL05PppSAYDPLonb8zLXfHRvn1ZUcIgxiqqqZdRURBDE03+PJfthGYFDw797Aq3rGu2rSd+aDISbHQhskMkW19Qf77vp0MB+Npe9g11T42HNLGqlWrKCsrIx6P09nZya5du+jt7SUQCKQ1UWRZZnh4mFgsRl1dHTabLV16paoq8XicRCKRHjdz4Zim4nR9+/PtydKnaWUla+YWyFjOE/R89C9VolVdXU1rayv19fU4nU4mJibYu3cvHR0djIyMEI1Gs16rqfNqYWFhYWFhYWFx8GFlZOSZuYhwLoRswqIjIyNpe86SktwtJffXTi6c0FpKqdfOaCjBP3YOE4yq+AR+zTNJHbNIJMLugWQqfZHbRnnBdMXkrrEIf9vcz71b+k2uGQBep8KZayp5x/pqjmspRZElYDXP3Xco7dv+gevQpBeVUtHCc/c+x7PPPsupp55q2s5Me9XOHVvwEiWEi+6wzN333IuqqmzYsCGn47I/IgmN37/Yk+ybBKfV6pSVVVJaWookScQ1na/ct5eBYLKkYW21l6+8rYmJiQn6+/txu91pa1eHw7Fok9jR0VGiQx3TlskTPRRu/SNl3veY1o/H43R1deFyuaitrRX265ZnOvjnpHVvbZGLr52zMq99LnLbuen9h/GBX7xCJKFxz+Z+7n/qZShKKpSf2JbUcsnmgjIwMICqqng8HlRVxTAMmpubpwVkUi4oqXGTEgxNBTZzcUEp9tg5pNrH9v4gbwyE2NzjZ1v/VLClsXRuGSrLOZCRb20KkWBoKBQiFAoxNjaWVTDUMIw5WTjvj9WrV2O326ft2/ve9z6+9rWv5a0NCwsLCwsLi39NLLFPM1YgI88sZUYGTL3dNAyDvr4+JiYm0rXk+Won10CGTZE559AqfvdiN3FV5+Htg7z7iNqc2tB1nW079zAcTpUqJG1JR0NxHnh9gHs397Opy2zZZFckTl5RxjvW13D66nJcApXx8fFx4q89PhXI2Pc8mqYJ3UsyMzFkWSaRSPDyyy9TZatjr+pCQ2FCLuCf//xn3gIZd23qYzySDFKc2OBifVs9BQUFPPPMM7zyyiaeDNewLZ60DCv3OfjRBw6nqjCZ/aCqKsFgslRmeHgYm82WLo/weDx5nTCWl5dT6HWTqYNu7H2eljpzCVE0GqWrq4uCggKqqqqE/djc4+dHT+wDki53375gDYWu/IuWrqz08d/nruBLf9kBQKJoymbNPrybma7gmRPfyspKotEoPT096XHR2dm53xKU1Lq5uKCkOK65mO2TwYvrHtiVXj6XshI4ODIyFjMTItMlKFMwdHh4mL6+PkKhEFu2bGHVqlW0tLTkte0HH3yQ+nqzjZ/F8kI1kuMvocsYukxYE4/HkajZfnA0br5HBbPY9HVFzFlqCcHjwaDAehBgXyC3ZwmPLXm921U4CdgXhEQEJlzm70PRvtoENqEATllsvziTeJb9d9jNGYMOp1nh35FFG1xyykjKpMCyQ0JSZHBkeWztHzEvEzgR6BNmdwwAdcCcoWkkzJ8XOWkAjI2aNYyCMXNGaSRhA6cNG9A7XpC2Xx0SjLXhuHlfowInFEi+BJmJyL61KmYekwD27ebjFxf0f3hc/GxZOhZGd9jhHTCy3Y4cB7fX7DqRzbUjOGoO1scF/Rddk4DQeahg1HyubR1i1xa3zywCL3tdSJINypP2qpKhCt1JAPR168yfR+BkEhBZuQA9ZocZu898/dtKxeNfHTZfa3IWQcdEwoYuJ7eTUG3ICQNVN4/raJb74oTANcSjmMeKJLh+ABwjZs07v2CsufxiN5CoYFxENAXJZaMU2DVcghFVsWdxLdkRMI+1hGD8jMfF19reGfflCoG7zKIhk59aijdRMqoVyMgjS1laMnPi1NXVRSKRoK2tbcFq/pnMNcPkHetr+N2L3QDcu7k/p0CG3+9H13VUdymQLEnZ1hfg8t+/ytO7R1AFDyNHNRXzjnXVnHVoJSWe2fd3/fr1PPTQQ/DkT1DqDiX40l/wer2sWbNm2nozgxiSJKGqKgNxO13qlLWbYncSj8fzkpqu6jq/en5K9+Lyt6ygqKiIxx57jDvuuINeTxs7C5NBDJtk8MP3HZYOYkBy0lZcXExxcTG6rhMKhQgGg/T09GAYRjpTw+v1Lvjts8fj4aqrruKLz0TBnnyYcDUcyhc+ftK09cLhMF1dXZSWllJeXi6cVIfiSavV1Ln9xElNHNVUvKD+zUZNog/99QeRDz07vczQVV5+8M/w/rOyfk7Xdfr7+3E4HNTX16ePcSAQYHR0dJoLTebbfkVR0veB1JjKdEERZWsc11LMrc8nr503BqYyjuZSVgIHRyBjqfqXEgxNiYbG43HeeOMNnnjiCX70ox9RU1PDGWecwamnnsqRRx6J3b407j8WFhYWFhYWFhYLwwpk5JmlzsiIRqP09fVht9tpbW3Na6p0qp257M/h9YU0lLjpGovwfPsog4EYlQLtBJiy4xwfHycWT/CzZ6YEH2OqnrZzTbGy0ss71lVz3vrqOYlBXnHFFTz99NO88spLaDufx+v18vXrrmPlyqkyhlQpSWYQAyCgyjwaW0liMny5yunHPtFJy2En5uWt8kOvD6YtR09oKeaIlgo0TePxxx9H9ZSxq/CI9LobEts4tPqUrNuSZZmCggIKCgqorq4mGo2mMzV6enrwer3pwMZ8J2xnn302d/Q+w7PdybdXetUa1mW8iQgEAvT09FBVVTVradO3H9pN52jyzcS62gI+dUrzvPqTK9FoFG3T3dMDGcP7iIbNb0FSpPQ97HY7dXV16WyK2UpQUsfY5/Olj3Fm0HG2EpTD6wqwKxIJbSpwt762gLri3N6KpvfLCmRkxeFwsH79en7xi1+wbds2du3axfbt27nqqqsoLi7mb3/724K2f8MNN/DSSy8BcNppp/HlL385b9lxFhYWFhYWFv/CyPkpLbEyMiyyMteJ/0LaAejq6qK4uJjq6upFmRxk1pPnapl43rpqfvJkO7oB928d4MPHN5rWS6Xob+0N8OKgwT2b+ohizqyoLnRy7rpqzl9fzeoq37z20e128/Wvf53x8XHC4TCrVq2itbU1vV+pTIzU/qbaiCQ0PvvnrfjV5DGokIIcw07WbNzIySefPOd+zCQYDPLjf0yVEHz8pGaAtM3nhKsOY1ICslXtpC7Rg6qqOTkypKxd3W43lZWVxOPxdAnKwMCAyaFjLsf17A0tPNudLNOIZUy6JyYm6Ovro7a2dla73Ie3D3LnpEOH267wf+9ei11Z3LvqmjVrqKquZTRjmbb3eU56+0nC9ROJBB0dHXg8HmpqaoTHZ2YJSuoYp7RLcnFBySxBsUvJwMU/u6ZKns6aR1nJcme5BFpcLhcnn3wyH/rQh9B1nUAgsKDtbdiwgeOPP57rrruOgYEBPv/5z3Pttdfyne98J089trCwsLCwsPhXRSJPriUL38SywQpk5Jm5iGMuhLGxZD1faWkpVVVVi9bOTC2OXHjH+mQgA+DezX2mQMbugQl+//QuHm8P0htI1fVND2J4w/189JhKPvWek5DlhV9yNpuNY445Bpdr6u12pqgnJPc1tY+6YXDNX7aztTc5uaktcnLTO1dT7juekpKSBWW+RKNR/uM//oO7nt2G6+x/B2B1uYtjmouB5FvjVatW8fLmifRhsY/sYsXGFdP6PxccDgelpaWUlpaiaVo6qJFZHlFQUIDH49lvpsnKSvMb5pGREYaHh2loaJj1DXS/P8p/3rsj/ftX376SplJzbXG+KS0t5VNf/TbffGGqPvXMdfV84hOfMK0bi8XSOhjZ9D1mIkkSTqcTp9M5TXByriUoxzYXTQtknL6yGE3TchIMhalAxnIIFGRjuQQyMrU6Upk2CyHTHtTn83HVVVfxyU9+km9+85t5LfezsLCwsLCwsLCwAhl5ZSk0MgzDYGBgID05KigoWLS2YHogI1faKry0ltjZO5Zga2+A8y/+GB//8CWM+lq457VeXu8zp/NLuoohTw1HCQOf6s9LEAPMWh+pt+GpZTMnid9/bC8Pb0/aX3odCj+5aD0rK33kg2984xv87ne/o/D8r6aX+V+8E/3yY9IBkgsuuID7B/9Bd7LqhCMOaePd774gL+3PdOhI6Wr09fWh6/q08ghR9kdr+fRAxZ6uPrRIgMbGRtxucclPd3c3vX19fOelKP5Jm9wz11TwrsPzY7WaCwO2CqAz/ftN377WNKGORqN0dnZSXFxMRUXFvCfcMwUnw+FwOhtmthKUqqLpQZ2qAue8XFCWQ6BAhMhp6UCx2ParKU2VkZERampqFq0di7lT7kqKANZ4IkhKgqBAwBOgxBU1LZMw3+M8NrEN9rhABDOkisQ2xf20Cb7/HIIh65pUerRN/u9UJBRFwid4wvMo5ucTZxZRwAKBWKeEeV2fz3ycAFw+8+fddeb1lDJx+anktGEok/fHIieyNovYp2oWBjR6zQKORlh8rkTp2omQ+fhHAuKgpEiYUhWIJQYSdlBslAAB1Q6JZBtBwecTurn9uGAZgCo4hT7BNpWo+FiXjZvHdThmvi6yiW26HSqGkVw/GnMgxSQcDvM5sfvMAqAAngKz2KpXMe+U6JgCxATXWkGJWVjT5hOPdakot5dEUv+QcLlI2FMsACrGJtCCUybMwqRSdbHw88qgWQy/0mkWtAfQYwaa3cEIUN4cRknEkQSCv64J8fzCJxhDNR7zsRYJiAKU+sSCq6Z+CgQ4k5jHdVSXkSbbi06KOEeztD8uECuNCHRFx81DEoDB6PQ/KDHxmF4ULLFPE1YgI88sZiBD13W6urqIxWK0tbWxb9++RS9jSWco6HrOWQj9/f2MbXoYmk8DYEfNGVz1VAykndPWkyQ4trmEI8t0Hv3V9XibDuPVgmPRkQl6arh5H5w0FKKtYuE15pmBjJn2qjMnVX95rY+bn0lOeGUJbnjPoXkLYkSjUe6++27sZQ3Y6g9L9sc/yJ4n7qSr6zM0NzcDUFxcTFVjG1t3JpXE/9/F76OkJP+19pIkpSfUVVVVxGIxAoEAY2Nj9PX14Xa70+URTmfyy6tghqXurt5RTtuwIv33mWzatIm//e1vbIqU8YYrKbBa4bVz7Xmrl3RCe8szU0GMk9pKTW2nRErLysooLy/PW7uZJSiGYRCPxwkEAukSFJfLlT4HnaPTv+BtdjsS5OyCstwzMrIFDg9EP/LpnrJ9+3buvfdevvSlL6WXtbe343A4FjVjzsLCwsLCwsLiXxUrkJFn5urykSupmn1FUWhtbcVmsy1JGct8MjKef/55JrY8Bk2nJqMV3rJpf19bU8A71lVz7roqqgpd6LpOfMfRbN68mZVjQ+ypfRuqzcNQFN5/y0t8/33rOLGtTNzYHMjUw8gWxHi5Y3xa6cOXz1rJKSsX3jZAKBSiu7sbRVGwlzSll2t7ngHB8R0NT0V5KwtzFzedL5Ik4XK5cLlcVFRUkEgk0iUoQ0ND2O32dFBjWj+lgqxBjEAgwMMPP8yI5mKn65DkQsPgXbV+it1L5xChzXjb8cGjp78WTJ2biooKSkuzeAHmgcwSlPLy8rR9bjAYZGRkhPs3D05bf89whNVVvnQQMRXMyOaCkpm9sRxZLoGWfAdUysrK+MMf/kBlZSUXX3wx3d3d3HjjjVx00UUHPGhjYWFhYWFhcfAj5UnsMy+CocsEK5CRZxYjIyMcDqdr9mtqatIPxosVNMkkpRsxl3ZUVYXIOJ6x3YRLk84gRnCY9UUx/vdT7zVlWEiSxFlnncXpp5+edDCxefnJFp0dgyECUZWP/+5Vvvr2VVx8TMOC9mN/QYyO0TCf+/PWtCXoB4+u40PH1M+7zUxSQpg1NTW85z3v4VfPtKf/FhvtY+MRR9DQMH3/RiYDGQVOGw7b0t917HY7JSUllJSUoOt6esLd1dWFzyERjCeP0zN7x/ngMWZBV0ha6wYCAXZ6j0GfTKFdZXRSEBb7gy8Wb/RPL2c6elKPBKacVmpqahaskzBXUva57e3t/PRP99HnOXHa3x94ZS+VxzWkS1BmCobOdEFJJJJjRtM0U7bGcmC5BDJS9+h8HZ/Kykp+/vOfc/311/P973+fkpISzjnnHD73uc/lZfsWFhYWFhYW/+JI5KcsZHm+65oXViAjj6TeiqbekuaDiYkJenp6qKyspKysbNoEYCmtXucSyDjiiCMoLy9n5Mmb8bQcRXSkB1eoj8/deKOwTCR13A499ND0m/1TjlW56s6tPLZjGE03+Pp9O9g7FOKas1dhm4fDhSRJswYxJiIJPv2HLYxHkhPBk9pK+fJZK+bczkwMw2B0dJTh4WHq6+vx+XxcffXVvPLN35HyK1m3somffOMqU+nOSDBZh1fmW7rMhWzIskxhYSEej4dIJMLRdR7+0R4C4MldI+lAW6bmAyRFD1VPGfsSyVrLAjlB8/gWysoW7voyF+56tW/a797JOutUgKmurm7R9WaysXPnTr73ve+xy3MozNA9fW0gJixBEbmgaJqWXi9TxFZUgnKgWC6uKql+5NOu+uijj54m+GlhYWFhYWFhYbF4WIGMPJOv4IJhGAwNDaUnwCI7y6Wyep3rPrW1tfH1r3+d//qv/2Ki/QXKCwv5zNVXc8opp2T9zMxgiddp46YPHM4Nj+7mF890APC7F7vZNxrhxgvXmXQaspEqJ7Hb7XR3d+P1etMT7pSQZULT+cIdr9M+ktQnaKvwcMN7DsW2wIlfSpjV7/fT1NSUdhxxuVysO/okdk1Orr/7zWuprpperhFNaITiyayFUs/ycDyIx+N0dnbidrs5+/BG/tG+HQDNAK/XO23CnTrGhYWF+GuOgq5kcK82tIu2lmZOPPHE2ZrKO394uSf983nrkpoFo6OjDA0N7ddpZbH55z//ycDAAInjLpxaaOggyWzui1Db0IhsTGXEiFxQDMOgp6cHWZbTmT2zlaDk6oKSb1JCn8slI+NA98PiwFBT7qcPaKodQ47HCfrFpXEer1ntTRk2B+NEQnkABTHzdkUCjtk0rUWJeG6BMqh38uvQNhlD9tlBVaHUYf7ernSahekKsoiV1hWZxQIdDvO6JavFn1fKzN9dcn2JecWiLPdfRUGafEyVVtQioWKUiK29pfiwaZmRMGf+yYXiFwOSx3wO5UDMtEwkYAlQJJnFDuWQeZuhhB3k5Hlxynr650KBsKpNNgda5YQ4+BrWcruXJbIIKIrESscF4zeQEB+/aMKWFmyPJmxICQN72Hz+HV7xWNEEAox2e+6Zm1HV/EwYDZr7KkliYUb7iPn8GcE4umKHctD3DiJpCaQsz55SQHD+BeuJBECzrSuNjAvXFeIWCJvWiO9r6KBNiug66p0omkyZbhbgdPSLz5V71KwZV1po/nwoIn52dbvN50AJieYY4meUiGYeqyFVQZ4cw2FVQVcNYlmEcccEIp6BhKC8Oyoef71Mv9cs5UTaKi0xYwUy8kw+dCt0Xaenp4dwOExra2tWy82lsnqda0ZGLBajtraWX/7ylzgcDsrLy/F4ZrfYFLWhyBJfOnMlbRVe/uve7SQ0g6d3j/D+W17ipx88nMb92HZminrW1dWlNR9SQpYejwev18v3nx3k+fakunmJx85PPrA+50BJNnRdp7e3l1gsRnNzs8l+cSQ0dSct85lv9iOhqRt9ueDvS03KzaOwsJCqqipCWv+0vz/11FNccMEF0zQfhoeHCasSz/YmvwycClx53lFsOHQ1xcXFS9b3mePqw8c1MDw8zMjICA0NDfsdm4uNruvJCXXmpHoykBFJaGzu9nNUUzHFxcl/mU4zKRcUSZKw2Ww0NDRMsxRNbX9mCQocmKDGcnIsgfxmZFhYWFhYWFhYLBpWaYmJN1FMZnmw0IwMVVVpb28nHo/T1taWNYgBS6ORMdd2gsEge/fupbi4mLa2NhobG3OaKM7WxnuOqOXWSzdS7ElGkPcMhbjw5pd4aZ/ZWi1Fph4GJCcsLpeL8vJyWlpaWLFiBQUFBfzupV7ufHUAALsscf07V1FXnJsNVzY0TaOzsxNVVWlqajIFMQCGJ8tGFEkSil6OZgQ6Sr0HtrQkHA7T0dFBaWkpVVVVxONxvvz5K6atc9VVV3HfffelNR/q6+tZtWoVT/VLxLXkeT2zzcvK5vp0mc9S8cbAdH2MMjnM6OgoTU1NBzyIAbB27VoKCwsp6/jH1MIMK+JUkC1FymmmurqapqYm7HZ7Wvx3z549tLe3MzQ0RDQaTTtz2O12HA5H+l9qAq9pGqqqEo/HUVV10TO80kGbA8xycU+xsLCwsLCwsLCYH9ZTXJ5ZSCAjGo2yZ88eHA4HLS0t6dKHxWhrLuQayBgbG6Ojo4Pq6mqqqqrmNGHZXxtHN5dw+8ePTmtsjIcTfOQ3r3Dnpl7TupmZGNneNtvtdl4b0rn5pZH0sn87uYpSfYzdu3fT399PMBicc6AokUiwb98+FEWhsbEx6zlMBTJKvXYUQV5xZiCjzHvgMjICgQCdnZ1UVlZSXl6OJEls3ryZTZs2TVsvZi/gtttum7YsoRvc8VrSc12W4ONvWYnD4WBkZISdO3fS0dHB6Ogo8XgWs+48cfPTndN+n1nqc6A54ogj+MQnPkGDMkH5qNmLfmYgI4WqqnR1deF0OmltbaWlpYWVK1dSUlJCLBajo6OD3bt309fXRyAQSOvDKIqCw+HA5XLhdDqnOSClghqJRGJaIDBf5NPydCHkW+zTwsLCwsLCwmIxkWQpb//eLFilJXlmvroVfr+f7u5uysvLqaioyCkIsFw0MgzDYHBwkJGREZqamkz2nLmQS7CksdTDnz52NJ//82ae3jNKQjP4yl+2sWcoxL+9bQWKvH9nkhRv9Ae56q5tpFr81MlNXPqW1mlp+319fei6js/no6CgAK/XO2sqejQaTTp6TL4tz9a2bhjp0pJsZSPDGaUlByqQMT4+Tn9/P7W1tdM0WiKRSDJI1LsFozZZ7ynHAoRCoWmfv2/rYHo/z1hTwYqaZG10RUUF8Xg8XYIyMDCA0+lMH2eXy5W3t/abN2/mwW1TwarzVvlobm6eJki6HHjb297GSSedxPDYBJ+5Zx87B6fqTTf3+AnFVLzOqdt1IpGgs7MTl8tFbW1t+nilMmKKi4vRdZ1wODytBMXr9aaPcyqAsZQlKMultMTKyLCwsLCwsLCwOLixAhl5RlGUOb3FNwyDkZERBgcHqaurm5P943LQyMhVz2MhbWRS4LLxs4s38K0Hd/K7F7sB+MUzHbQPh/jOuw/FqUy99c02YRoKxPj0HzcTmRQCe/uhlXzm1JZ0P1IiilVVVUSjUQKBAMPDw/T09EwTC82cDIdCIbq7uykrKzO5y8zEH1HTFq/ZghQHOiNjZGSE4eFhoRDm2rVrqaioYOCh71N4+FloQ+0YapyTT55yIjEMg18/35X+/cPHTbeWdTgclJaWUlpaiqZphEKhdPaHJEnpY+z1euc92Xz22Wf52te+Bm/5j/Sy1thu7Paj57W9xcblclFf4+I77/bxvlteJqYmg4eqbvAfP/g1/3bRWdTX15NIJOjo6MDj8VBTU5N1rGUKghqGQSwWIxgMmlxQCgoKcDqdpqBGZlAwsxRoIS4oyy2QYWlkWFhYWFhYWBwUSORH3+LAP4blDSuQkWfmUu6h63o67bu5uXnO9fpLlZGRLcigqiqdnZ0YhkFbW9t+S2Hm04YImyLztXMPobXCyzcf2ImmGzy2Y5gP/vJlfnjhodSVeLJOlqIJjc/8aQv9/qQa+fq6Qr55/iHC9SVJwu1243a7qaysJB6PEwgE8Pv909w5AIaGhqipqclJxHIoOBWkyJaRMXKANDJS2TUTExM0NjbidrtN65SXl3PTTTdx5ZVXMrT5QRRF4YILLuCKK6Z0M57dO8auwWSGxob6Qg6vzx6gUxSFwsJCCgsLMQyDcDhMIBCYlkUw02kmF26++WZGpOnt3vm7X/LBd50rdAFaLqys9PKFUxv59qP70sse3dJF94tf4PrrryeRSOD1emfN+pmJJEm4XK60TkymKGumC0pBQQEejycdpEhN9FPBjIW6oCyXQIZVWvKvjas2+V3jaTZQVAPXhFlxH8BWag502fZNmJbpCfGYVjVBWWPY/D0fz6KuH9fN7Rfazd+TXmUyw8iVHNc1Lh0dnSZP1LRuhdu8rFCwDKCk0nxcZIe5faXC/D0BIBUIXBPKBd8F4wHh55MS/TYoBoJhMFSkgPhcIdBd0kfMriPZHuBFbiYiZX9VFd8zbDbzs5hL4PCiyAZMutwokgFyxs8z8CrmfVKzjBXNEIw12bxNLZtridAJwvx9m+2JU5YMjMl9kCUDSTKw2cz9txeJn/NsAicLe4W5TxV60LQMwDYsOP4+8zZtzizPmYLTqo/F0CfPqz4eQ1IToIuvFXrM/bLpAicc8aeFbibyFnOpqTQ4YloGIFUVm5d5s7xY9LkwJqd/8mH1yKi4igZNq9lKxNelu9tc7uqqNq9XNCY+VvYS8xjUBOc1Fs3ikCNw2AlpCpIy6Qak6BiKTkJw/wTxLUATDOxYlvlVfIZDUULKMiYWA0vs04QVyMgzuQYXUvXtmqbR1tY2r1R3WZbTE4rFRBRkSNXgu1wu6uvrFzwhmI9w6cXHNNBU6ubzf95KIKayYyDERbdu4qb3rxNOnHXD4Jp7trOlN3lzrily8sP3H4bLnttbWYfDkc64SE0ER0ZGiMfj2Gw2YrEY4XAYt9s962RtODj1cJU9kLH0pSWGYdDX10c4HBY6rWRy3HHH8eijj9Le3k5hYSFNTU3T9nlaNsbxDaJNCJEkCa/Xm7YUTWURpJxm3G53esLtcDhmPc79/f3YZTepkJAtMko0GmViYmJZBzIAakJ7UPrfQKs+FABb/WHsfuAebrvtNj7ykY/MWYNmJtlKUPr6+tA0zRQ8ylcJynILZCyHvlhYWFhYWFhYLBeeeuoprr76ao499li+973vTfvbfffdxw9+8AN6e3tpamrimmuu4cQTTzxAPbUCGXknl4yMVBDA6XTS1NQ07yDAUrmWzNynUChEZ2cnJSUlC55QpZjPvhiGwfEtJfz+I0dwxZ+20DUWZSSU4LJfv8r/vPMQzjmsatr6Nz3ezkPbkuKTHofCjz+wngpfFp/t/aAoCrFYDE3TaGxsRNd1AoEA3d3JcpdMXY2Z53eatWqWIMXIEpeWpEqEEolE2gljfxQUFLB+/XrT8l2DQZ7eMwpAfbGLt66umFefZmYRpOxzU9audrs9fZxnBo9UVaWmpobOl16mtP8ldLuH2PO/p6ymioqK+fVnKQmFgjhe/TOJt34J1e5Flx0YkxkR+brmUmSWoFRVVaWDR+Pj4/T19aUzj3w+34JLUJaTa8lS2s5aWFhYWFhYWCyIfAl1zrKNm2++mTvuuIOmpibT37Zu3crVV1/N//3f/3H66adz7733csUVV/Dggw9SXS1Iy1kCrEBGnklpZGR78xgMBuns7ExbWS7kof5AuJZMTEzQ09NDdXU1paWli9JGLqQmT4Zh0Fru4U8fPYrP376VFzvGiWs6V921jT3DYa44pYlYLMbDO8f56VMdQPL6veHda1ldNXdRUkhOxnp7e4lGo9MyFwoKCjAMg0gkMmtpRC4ZGSmNDIci43Mubh2/pml0dSUzKJqamhasG/CbF7rTP19ybL3QlWU+2O12SkpKKCkpQdf1tK5GZvAoNdnu7u7m4x//OIFAgD3P/xGAyspKvvSlLy0bt5LZaG1tpcAho/7zV+grT8XoeJm43c5hhx22qIGA2UpQhoeHURRlQSUoKRHeA81ycU+xsLCwsLCwsMgJmfyUlsyyDafTyR133ME3v/lNYrHp5Xl33nknp5xyCueccw4AF154Ibfffjv33HMPl19+eR46NnesQEaeST0ciwIZo6Oj9PX1UVtbS0lJyYLbWkqNDF3XGRwcTAtAprQh8tlGroEMkTNJsUfm5x86nG/cv5M7NvUB8JMn9/HQs5uoj3XytLKO1JV79ZkreMuq8nn1U9M0uru70XWd5uZmk2aDJEl4PB48Hs80XY1UaYTH46FreKrucH8aGaVe+6JOXFM6J3a7nbq6ugVP7oaDcf66uR+AAqeNd2+oyUc3TciyTEFBwbTgUTAYZHBwkEQigc1mY/Xq1dx0001s2rQJTdNYt24djY2Ni9KffLN+/Xo+8YlP8POf/5yxx2/G4/Fw4YUXct555y1pP/JdgqKqavr6PZAZEcslM8TCwsLCwsLCYrlw6aWXZv3btm3bOOWUU6YtW7t2LVu3bl3sbmXFCmTkmcyH+MygRn9/P+Pj4zQ3N5tcIBbS1lKUlkDSHlbTNFpaWoQCkAsl10DGbPaqDkXmv89bTWu5h+88sgcD2KuWsFeZChqdv6aYDx1TP68+JhIJurq6sNlsOZUESZKE0+nE6XROK40Y8k+JKkmxIJGIa5rlqKYbjIWT5SfZAh35IB6P09nZuV/3i1yIRCLcf//9/HFrgISUTEe7cGPNNMvQxSIVPJJlmfHxcYqKinA6nQQCAcLhMKtXr05nESwXjYZceNe73kVFRQWxWIympqZFz8bYH9lKUFJBuv2VoIRCISYmJqioqMibC8p8sTIy/rUxosnvGj1sIKkGkSHxfcoeMosVDvaZg/iRhLgUr91vXrdHIGDXHRZf192C9ksEGXpuZdJ+WZPZALSHZNSIjIE5+2wiYd7Xypj4e0YkVup1x03L7IVisTtbnXmZJLruRKqagNE/jiHboR6MgQkMPYERE+uC6ePmfvl3mI+rrIifMxSHWRi0v8estTUsEGsFsMvml0oTcfO57gi7kF021gM7Al70aHJ/wpq5r6JHovEswrKjAl3TUqf5uNqyfIUkdLNu1EDMPFYign4CaEYRkstGA7BzohAjqlIRMY+/RtUv/LwkEDstjkVMyyIB8VgdD5ufS21K7i/6FLdZRFaLSGiTGmqxbh0loaFlOf52n7ktRSAiLI2MCz8vEvbMVQA063bLsmiBTYTSgrPEEmCowlKD1H1yJrGgeVzIo2ZhVf+AOPvVMWq+r3UNFps/nxCf696IuSS8O6KgqMnxtyvoQIvIBMxdAmC33/yHMdV8DxuShoWf74q/PO13V6JZ3NBiIEmzloXMaTvzYGxszGRqUFRUxK5duxbep3liBTLyTOaDO0yl7ScSCdra2mYVUJwrS6GRkbLG1HWdFStWzEuUNBdy2ZfMcpJs9qqSJPHh4xuJDnXyo1fCaPJUf0tiA5xTM7tAZDZisRidnZ14vd55T/pTpRERY6pPBXaDzs7OdIaBz+cjip2U2HWpZ3GOdzQapbOzk6KiIiorKxc0QTYMg9tuu41HHnucHSs+CApg6Ky1DwIr8tbn2YhEInR2dk6zv02JsqZKUFLuHKnjnFkasdwIh8N0dXVx5JFH5rWEK19kK0FJWRUrijLtOEciEXp7e6murk5nd+TDBWW+WBkZFhYWFhYWFha5k+256UA+T1mBjDyTegA3DIN4PE5HRwd2u53W1tYFaw/MZLE1MlL9BygsLFy0IAbsP5Ch63r6X7YgRiaHVyhsHHuc7RVvIag7KFGiHDrxPDZ57qUFqUllaWkp5eXlC75ghyfLRuyKxOqWpKNHKBRKp+y3Z7xaKVmEQEYoFKK7u3vapH8hDA4O8vLLL6M1HoOqJCPwpaF9vP7SKOecekI+ujwrqf2pqKgwTfptNhtFRUUUFRWZSiN0XZ9WGpHv63O+pPansrIyLyVoS4GoBCUQCKRLUAzDoKioCJ8vqUuTLxeU+WJlZFhYWFhYWFgcTEhy1gS2OW9nPpSUlDA2Nt1+d2xs7IC+cLMCGYuAJEmEQiEGBgYoKipacNr+bO0sViAjHA7T0dFBUVERsixPSwVfDLIFMlLCqan2cwliALS0tNBW5sI39DBaaRPKwF6qKktpaWmZU7/8fj+9vb1UVVXlbVI5HEwGMsp9U9khmSn7vTsGgKS7ihRLisOmSiMWGkwKBAJpsdaZ6WHzRdM0YrrMLteq9LLG0E7iRYtvcTqX/RGVRgQCAUZGRujt7cXj8Uyzdj0QBINBuru783p+lprM45zaH5/PRywWY9euXXl1QZkvy0V01MLCwsLCwsIiJw5wacm6det4/fXXpy3bsmUL55577sL7NE+sQMYi0dfXR3V1NWVlZYvWxmJpZKScSaqqqigrK0sLKC4mokBG6g1tKlgjSVLOAaHq6mouvvhi/va3vzE2NkpJWwvnnnsuNTW5i0+Ojo4yNDREXV1d3sRNp+lfCGxVJUkiqE7tY1tdBV6vN+2CMnMSOJcA2fj4OP39/XndH4Dy8nIm6o8nbiT3pzreA2NdHHbm+/PWhoiJiYm0eG5h4dyCJpmlERUVFSQSCQKBQFow1OFwpI/zTGvXxSIVlKmpqaGoyFybfbARCoVMQaaZJSg2my0d9JiPC8p8szUMw1g2GTgWFhYWFhYWFsudCy+8kPe+973cf//9nH766dx+++10dnZywQUXHLA+WYGMPDM2NoamaVRWVi5qEAPyr5FhGAYjIyMMDg5SX1+fnhwuhajozH3J1MNI9WGutLW1ceWVVxKLxXA4ctfGMAyDwcFBJiYmaGxszKu46Wg4nta/yOpYEpwSLasscqdLQESTwJRzx2yTbcMwGB0dTTvO5EtsNkVvQGWXVAcGyIZKy8RrvOXsszn77LPz2k4mY2NjDAwMUF9fny5XWAh2u53S0lJKS0vTujCpbAIgnanh9XoX5U1+KvNnPkGZ5UiqPKaqqmpaZslsJSipUp9UYCMXFxSYX1DjYBJ9tcg/411Jsbjh3S7kuMJYSHyPL3CZFRSHQub7p57l6zGomsdjXJBEme3zcc38h4hqXqZNbtNuS/4tlDBIJAxG4+b2dcP82BfXxdeNKN/TETIvleUxwZrg85vFGt1Kh3lFTZxZqo/F0WzJ70ltMAJqHLkg96xE0SUei4gfexXBiUlo5mBnWBUHQDXBcQ0LPh9SJZTJlxVhVUKb/HlCICIpONWEsrxTEo2LhN28zWzxW9FLXpcsGGtZxqpdMtKCnXbJwJAMPDazMKvdLhZrFYmwynbzModTnB1cKLhWC8vMAo5GliRmW7n5/Nl0A82WvDactTKKKqOOi9u3lZo/L1UXixsTIA2OmJblKgAKIL/2Wk7bBDD6x5IiutVgDIxj6AnUvWYR1rE94mfUwXHzM1eFGjQt84fEYp8FuvlcGZgHYLb7ok0gDOuQDZTJ5Q7JQJMNCgTjH6DAbr4IVN0sIKrq4nKJIXvVtN/dtiUsq5DJT0bGLI9K6ybHWOrF0aOPPgokMy9WrVrF9ddfzw033MDVV19NW1sbP/vZzygvn58TZD6wAhl5pqioCIfDgcslvoDzST41MgzDoK+vD7/fb3ImWQpR0cw2ZnMmmQ9Op/kGlQ3DMOjt7SUSidDU1DSnz+bCcEaQYn/WqwBlnql1Zk4CUyKWs022M4MyTU1NizIuv/PIbtTJYfjBjVV84virF/WmNjIywvDwMI2NjXg8YgX5haAoCoWFhRQWFmIYRlpXY2BgAFVV05PtgoICk/3ufEhlluQ7U+ZAkS2IMZPMEhTDMNKlPikXFLfbnf57vktQLI0MCwsLCwsLC4vpbMnijJPizDPP5Mwzz1yi3uwfK5CRZxRFwWazLaoIZ4rU5H+hbxcznVVaW1tN+gBLFciYOTnJRxBjLmiaRnd3N7qu09zcnJdJ6kwysy3KBKUlACMZr1zKsgQ7Uu4bKUvRSCSSLj/JnGyHQiGi0SjNzc2LovvwzJ5R/rEzGfWvKnDy+bMOxeNYnJR9wzAYHh5mbGws75ky2ZAkCa/Xi9frpbKykng8TiAQYGJigv7+/gWV+sBUuU++MksONLkGMWYiKvUJBoMEg8FFKUGxNDIsLCwsLCwsDiYOtNjncsQKZCwCi+0mktkOLCxNOh6P09nZic1my+qsspiioplt5GKvulgkEgm6urqw2Ww0NTUt2iRnOLT/jIzRjHVKvftPo5UkCY/Hg8fjSU+2/X4/g4OD6LqOy+UiEAjkXcRS1XW+/fCUd/QX3tq6qEGMgYEBAoHAomTK5IIkSTidTpxOp9ByNFXqk5ps72/8jo2NMTg4uCjlPgeC+QYxRKSsiktKSuZVgpL5T1SCYmVkWFhYWFhYWBxcSPMW6jRt502CFcjIM6mH5aXKyADmnS0RiUTo6OigoKCA2trarBOvpdDIAIjFYsTj8TnpWeSr3c7OTrxe76I5zKSYS2mJxNztVyVJwmazEQqFcDqdVFdXp7M1BgcHcTqd6bIIl8u1oH3908u97BkKA7C+rpDz1lXt5xPzI1X2FA6HaWpqOmCOIjMRlfoEg0F6enowDGNaqc/MAGFKSLahoWFRymOWmnwGMWaS7xKU1O+L7cRkYWFhYWFhYWGxeFiBjEVgKTIYgGkP63NV4Pf7/XR3d1NRUUF5efmsE9rFLC1Jlca43W4CgQB79+7F4/Gk32wv9qQ1HA7T1dVFSUkJFRUVix5AmUtpSbHHjm2Ob41TmSV2u526ujpkWcblclFSUpIWsQwEAnR2dqYniKnJ9pwcUCIJbnqiPf37NWetQF6EY2cYBj09PcRiMZqamhZsP7tYZJb6VFdXE41G05kaPT0903Q1/H5/WuNjKcpjFpvFDGLMZKElKJqm0d/fj2EYb4oAkoWFhYWFhcW/CHKe7FfzsY1lghXIWASWKoMhNfGca9BkZGSEgYEB6urqcrJ5XKxARqa9qtvtprm5GVVVCQQCab0Hp9OZniDOR4NgNlJ2l1VVVZSUlORtu7Oxv9ISwzDSpSXZAh3ZSJUJeTweYWbJTBHLVAZBKl0/NQH0+Xz7DYz96Il2JiJJHYJ3rKvi8Pr824Xquk53dzeaptHU1LQomiWLgSRJuN1u3G53utQnVYIyMDAAkL7uDnb3jKUMYoiYWYIyc0yn9E3sdjsej4fBwUH8fj8NDQ1UVlYueX8tlgeKkszGsdk0ZF0TupMAFJeFc9qeYYivYUWgru+JmgWXPUq2e5t5ebHgayH1TKq4kz/U+yQ0RaLBbXaI8Cjm5wWvwF0CoNCRm+26JHC3AFAj5kC8EYiblmlj4vb1mIFmT54rdVzDSGgoIisPQHIKHFo083lJJMTfbSI3DJfAYSPb878sONcFkvnzbsWWduhwKQb65M9R3bxhUQGlLevXhfkPhYK4v2hMArhk87hwK+Zjas9yrkudcXAkt1HiiIOhUuYzXz9FNeJrTSkw99/ebBa/do6ZnUgA3N1m1w1HvfkA6BFxJp5SI3AjGgojKcl+SXYJSZYxVPHn1WHzuVYGJwQdNTv5AEhVxeZlI+OmZSJ3EgD98MNzXleyKUiT9xapsQIJFSVkvi69g+JjXYnZoaS4yXxevePmbQI4is1jyNZlPq5jE+KXDR6b+QWQgRvZlTxX1S4NHY2wJn4ROOISLRe4zsTFL5oKjeppv3ulxXWonIYVyDBxcMwMDjKWqrQk1VauQQbDMOjv72d8fJzm5uac30guRoZJNnvVmTaYqQngyMhIznajuTA6Osrg4OCSO0Xsr7QkHNeITlqAlOWgj5EiGo3S2dlJUVERlZWV+z02kiSlgxZVVVXpDIKRkRF6e3unZRDMzILYPRTijy/1AuC2y3zxrW059zNXUgK0AI2NjXPOOFpOOBwOSkpKUFWVaDRKWVlZupwpMysmM4PgYOBABzFmMlMANxqNEgwG2bRpE//+7//OihUr2LhxI29/+9upqKg40N21sLCwsLCwsLBYAFYgI8+kNDJSqvlL0V4ugQxd1+nq6iIej9PW1janko18Z5jk6kyiKApFRUUUFRUJ7UZTk5a5lEUYhsHQ0BDj4+OLZt+ZjV27drF9Xy/gwS7p2DEHh55/9fX0z4qa29vA1ISyvLycsrK5R4ZFGQSZWTGZzhwOh4P/fWgX2uR4+NiJTVQV5ld4U1VVurq6UBSF+vr6g2pyLyJlgev3+2lubk4LlaasXQOBAP39/aiqOi0rZjlnoCy3IMZMMsf0aaedxq9//WueeOIJtm3bxuWXX055eTnnnnsuX/jCFw7qjBgLCwsLCwuLfxGkPGVkvImee5bvk/JBzFJpZEBu2R+JRIKOjg4URcnqTDIb+Swtma+96sy3rTNdDGYTVsxsO1M0cimdL3bs2MFll13GxOlfRXJBbGKYL37xi3z/+99P9/fll1/mtrseAu8JAPTu2cELL9g49thjs27X7/fT29tLdXV13iaUDoeDsrIyysrKTM4cmwYSPLN3DICaIicfOb4hL22mSCQSdHZ24nQ6qaurO+gnmTPdVjIDiJnWrtlELDOtXZcLyz2IMZOhoSEUReHiiy+mtraWaDTK888/z65du/b/YQsLCwsLCwsLi2WJFchYBBRFWRKNDNh/kCEajdLR0YHX66W2tnZeb7fzFcjIl71q5gQwsyxiaGjIVBaRequtaRo9PT2oqnpARCNvvvXXDBWuwunyAaAkQjzyyCO8/PLLHHvssRiGwd///nf80lSdpsOI8+ijj3LUUUcJgzNjY2NprZPFKo/JdOaIJVSufPjF9N8uPtTD6NBAOoC00MyJ/Wl8HGykSrlCodB+3VayiVimxrXdbk+P6YWWVS2EgzGIMTIyQnV1NbW1tQC4XC5OPfVUTj311APbOQsLCwsLCwuLHJFkkPKQkSEd3InO07ACGYvAUmtkZGsrEAjQ1dVFeXn5ghw58pFhkhL1nGsmRi59yyyLSL3VHh8fp7+/H7fbjdfrxe/3Y7fbaWpqWlK9ha6xCH94qYeHnKfgPGnqrbotNkEkkWBsLJndkEgk2BwuYpt7VXqdckdSUyEej09ztzAMg5GREUZGRpa0POYPL/fSNZ4UdDqysYj3H7+SYDDIwMAAqqri9XrTGQRzLYtIaUYUFBRQVVX1pghi9PX1EYlE5hU4mylimXLmSJVVZZagLFXpzcEWxBgeHmZ4eJjKykrq6uoOdHcslhHukqSIpa8ijpKIYx8Tf7/ZPebltnHzskhMfH1HNfN3TUAgNjmeEF/DwYT5BYJLMd8bU4tsk3p5cQ1UDXTB+wfRntoFQo8AimC5aF2bTfx5m9u8XCoQCOhlEfvUIhKaKqV/JiGhhrK9VDGLBQ6MmEW8tSzCrCLB1sGg+bt1OMu5dgpEMBOCbY4lZBRb8nyPqzLa5LmfEOgiOgWPKqEsVcujMfOxVgTfDXqW/Xcp5kD7cMy8rmhMAbhkN7Jmow3oDrvRo6pwXbtdLJbp9pqFZX1uc3mtIdhPgNCQ+bxoMfPBigXEzybeCbMwZ2TIhu4w4K0Q2GYgxw0CfrMoKIAsOP+VTrMAqa1GnF0pec0iwJQVmtcbHBG3LxD2FAmAAshbtmAYCuhglJVgSBpym/n4u/zd4r7azMKetjLz8VeD4sEqqpoOBs37PxoRi232RszrdkVsKNhYAXRHbWgR8TUF0BEw96tPNQuYjsniY90T+ee03z2xZnFDi4FVWmLCCmQsAktZWpItW2J0dJT+/n5qa2sXPOlITZTm47CQslfVNC29rcWcpDqdTpxOJ+Xl5SQSCcbHxxkZGUn3fXR0dFEcUDLRDYPn9o7x+xe7eWLXCAaAMvXlpYx3EvvnX/B6vbS2tqLqOt95bB+blNXpdRqUCWx926g7fL0piDE4OMjExARNTU24XIIvv0VgNBTnJ092AElt9GvOWpnOisnU1ZhZFlFQULBfPZZIJJK2wN2fFfDBgGEY9Pb2Eo1GaWxsXHD2jyzL09xmIpHItAykTLvixco0OtiCGCMjIwwNDVFRUWEFMSwsLCwsLCws3oRYgYxFYKnsV1NtZQZNUjX5Y2NjNDU14fWKo8dzITWxnGsgI9NeNbWdpZykqqrK2NhY2gUlJRaabweUFMGYyl9e6+e2l7rZNzLdYsuuSPhG3mDwmduJDO7F4/Fw1Ze+RE1jK5/+wxae3jOaXrcxvJMVoa20rVrJO9/5zvTy1AQ5EonQ3Nw8J8HWhfKDx9sJTL7deNeGGtbWTJWySJJkCiClyiIGBwdxOp3psgiXyzXtWIfD4XTW0HyESpcbhmHQ09NDPB5fFMtYSZLweDx4PB6qqqqIxWIEg0EmJibo7+/H5XKlj3W+gnUHWxAj5UhUVlb2phCLtbCwsLCwsLCw7FfNWIGMRUBRlAOSkaHrOt3d3USjUVpbW/MmEJgZyMiVbPaqi83TTz/NX/7yF8bHx2lpaeEjH/kIlZWVADk5oMzHAnPPUIjbXurhns39hOPT0yarC5184Kg63ntEDR7lOJ56qg2/38+qVasoqlvBRb/8J3uHk3l2Nlniy2c0c1RJHXAadXV16UBU6tyqqkpzc/OSOlrsGAhyxytJu1WvQ+HK01tmXT+zLELTtPSxnmk3mpr0V1VVUVJiTgE+2NB1Pa3D0tjYuCTnKBVAyhRmDQaD6WBdprXrfIIaB1sQI6UbU1paSmNjoxXEsLCwsLCwsHhzYAUyTFiBjEXgQGhkqKpKR0cHkiTR2tqa10lUagKk63pO+hLzdSZZKE8++ST/+Z//ycjYOLLdycsvv0w8Hufaa6+d1od8OKBousHju4b5/Ys9PN8+Zvr7sc3FfPDoek5bXYYtYzJ1xhlnAPByxzgf+MU/GY8k6xKL3DZ+cOFhHN0sqOnVNLq6upAkack1PgzD4NsP7UrXul5+chMVvtwDZIqiTCuLSB3r3t5eNE3D5XIhyzKapi3pfuWbVKBJ0zQaGxsPyL5kCrPquj7tWKfGdepfLv072IIYKV2ckpISmpqarCDGm4wf//jH3HbbbYRCIQ4//HCuu+46GhoaeO655/jWt75Fe3s71dXVfPazn+X8888/0N21sLCwsLCwWGSsQMYisNQaGfF4nD179uDxeKirq8v7A/xcMjIOVBAD4M9//jOjE37kt3+VhLsUb+8/+fvjD3JZezutra3Cz2RzQBkeHp6mP5ByQBkPJ7hzUy9/eLmX3onotG257TLnr6/mg0fXsbLSl7Wfd27q47/v24E6GR1oLffw4w+sp7HULGyUSCTo6urCbrcvyrndH4++McwL+8YBaChxcemx87dbTR3rxKTIaWVlJbquMzIyYnKbWWpXmYWg6zpdXV0YhnHAghgzSWW++Hw+DMMgGo2mMzVm6mqISpQOtiDGxMQEfX19FBcX09zcbAUx3mTcdtttPPbYY/zpT3/C5/Px7W9/m1tvvZXLL7+cT33qU3zxi1/kwgsv5LnnnuPzn/88zc3NrF+//kB328LCwsLCIn9YYp8mrEDGIrCUGhmapuH3+ykvL6eysnJRAgcpbYv97dOBDGKkRDBt7kKinnIAQnVHEylu5Z+d42SJY0xjpgNKSsByYmKCZ7d38ci+GI+3h4hr049DQ4mbi4+u44IN1RS6sk/ANd3gu3/fw63PdaWXndhawg3vPVT4uVgsRldX1wGzI42pGt95ZHf6938/YwUO28ImiKOjowwNDdHY2Jgum6moqCAej6d1NQYGBnC5XOmJ9mIKsy6UzGyZ5VrKkDmuU9augUAg7TgzU8MkHA4fVEEMv99Pb28vRUVFtLS0LMtzYLEwfvGLX/Dd7343Ldz6rW99C4BbbrmFpqYmLr30UgBOP/103vrWt3LHHXfMGshwVicffVwNNhTNwFmdxbVDEJC2F4dMyxLjAhl+wN1rdgJwjhWZlrkUsWizTTI/olU5zYr7TiX5nSS5kv+vKkhg2FVafWYlfo/D3KciX8S0DMBdYF5XZNvnrsnybCD4vpA8gu/ILJesrRBSh8BWAIoKhsDJBUB2mr8jCgej5vUk8eeLqszrih55DMTfRV67+ViJHEJUvQB58nQ3uFR0kucz5DAfBJfAISasiQ+WT3Csy5zmHYhnecdW4zL3H8znSkZ8/OrcUXAlT1aNOwqSSrnHPK4KBccZwCYwX1OqzLby+kiWz7vMbij/n73zjpOivv//a2Z7vV64zlGObjQHqLGCDX+CFYkxQZFYsIGKJYKIFRvRSDDRqMEYO6KgUczX2BVRMZFeFLh+e23vdve2z8zvj2PG25vPHnewe7t7vJ+Pxz1gZ6d85jNl5/Oa9/v15rTqtrLmAwDepD5WHC8p53tX2UsJej27EkcopL5WxUAfywYBgJVxD+hQ32ukRnUEMABwWvULFH7LFua84vjxEAUAWwBx7BhwGvYlqHWz72t8uvq+wherPc5MdnbVD4TVnZAbdqum6RzsY8UiIHDgDwQLFxjCEKUwjDz7pZIzqJ4ueBl+glE232LIj/hs1mf3uZ1E7CEhIw7IHhmHUuWjPzidTng8HlitVuTl5cVtO0D06igy8Sqv2hfksP6Kigrs3r0b5pYd8GaP7vrOkoWln3Xgp8AezJ9SDpOuH2/LNVpsbAjjpW9a8d9adRmtySVW/HZSEU4Zlccsc9adzkAYt721HR/v/vnGfumkQtx+xvCI1BMZuZJHenr6YZXOPRz+8XUtatu7Hhoml6VjasWh36x7loztXokFAPR6vWLK2t3roaWlRTFmtVqth+z1EA8EQUB1dTU0Gk1KmUrqdDqlr3t6mABd11NGRgbsdnXpt2RDTp2x2+0oLy9PmWNA9B2Hw4HGxkZUVVXh1ltvRUdHB4477jjcfffd2L59O8aOHRsx/5gxY/D+++/3uk6B73r0ETRdAzWJMeABAGgYJR216ggmQcdeXtQzBu0G9WMXJ7IfxTSSejprwM7JQsaBdcv/Sgb19iWGR7QYZXAm6hnbYtx+hWj9p2UNDvvWpwAgARC0ugPzHDhWUQbSEmNbzP6PImQIOvXgSmT0H+v4AYDEmJVV0pU3asEdGPBzRq0ygOQZAgXPEDJY8wGAlqEwafTqfdVEGUjLIljEvIwhAhel/2HU/tw3vZx/go59rBmaHQTGuSJq2KNLUc8YnLKOaZT+Y53Dop6HeCA6VPk3zH6GFHn1DrD2VWDcUwBAYg3HGOeqxOgTAOAYy0tSlLYKwIFCgsq/rHk5xj4BgMjYB4lxAFnzdc2sPi6seyjz+gOY1yAf1oI/cF3J/2qiCBkMzRGss9IgsPffhMj0akMvLzBjDsfFJpoiSZ6jYwEnDVTowBGE3+/Htm3bMGbMmLg8WMvRB62trbBardBqtSgoKIj5drqzY8cOlJaWwmyOlM3l8qrdhZuBrkxSU1MDnueRlpaG++67D19u2gzXCfMBfaTCWpJpwgMzRuGXJem9rrPZHcDr39fj9U31aPZEFqK2GbQ496g8zBidhnRNV3WOg1VAqWv347pXN2N3U5e6ruE4LJo2Ar+uZJeFlMP6e6vkIUkS/ve//6G5uRnZ2dn4xS9+EdNzrdkdwLSVG+ENCuA54M2rJqIiL3q6TG90LxlbUlLSr5Kx3Y1ZPZ6utwDdvR4SNXANh8Oorq5OWMpPPPB4PKitrYXZbEYwGEQ4HIbFYlFEpIE0mO0LbrcbdXV1sFqtGD58+KA4BoSaH374AZdeeimmTJmCe+65B36/HzfeeCPy8vLQ2dmJUaNG4fbbb1fmf+ONN7By5Up88sknqnV5vV7s2LFjAFtPEARBHAmMHj1aNUaKFfJv16jd62D2tR18gYOtz5SJnSNnxLXNA0VyPZkOEuQHajk6IZbIlRG8Xi/Ky8vR0dGBUIgVEhhbWOkyiS6vGgwGUV1dDZPJhCFDhoDneTz88MPYtWsX/u9HN575ITKssbrNh9mr/ovfTS5SRWdIkoT/1brw8re1+GB7s+JfITM8x4LfTCzE9Al5sOh/vmxYFVC6m4X+UOfGja9vQWtn1zGyG7X440VjcXx5JnOf5DD5/Pz8qGH9oiji6aefxrp16+Dz+WA0GnHWWWfhhhtuiJk/wxMf71UqsMw8puCwRIzGxkZ4PJ5DKhnb05jV5/MpZV1lX42BHmjLIoZer0dhYWHSRIgcDp2dnairq1POO0mSlNQqp9OJhoYGmEwm5dzW6/UJ3W+Px4O6ujpYLBYMGzaMRIxBTCgUQigUwq233qpUN7rxxhtx5ZVX4vjjj2cuc7Bzs+y7tdhfeS5Gf/I8NEIIUpD9PkeToxZdQzXqcOtQB3v59ga171FduzrSqc7HFnfrfep7Wq5B/UZa3y0io/SRs1B123pIgTDKLOrQdFZqid0SLbVEHanB6lpjft8jMrQl6nSB0I/qiEcAkMJdkRh7zr8SI976GzThEKRwlNQSRvRI8251v0ZLLbHnBlTT2hrVx6+hQ91+ADDr1H3FSi350WUFZ9Si/NEzsffWDyD5D6SWMCIF+pNa0hRQT89kRGRESy0pNqvPC4df/aY5WkTGaLsXMGhhvu9ceO9aCwTYqSUFZR3M5bXqroZ+uPq5Q2xjp5Z4flTvmNbEePPvZ/efMU+9X776roiM6qvmouSZ58CHQvB72c9YobD6Ws0uU98r9EVss3R+XJF6YkB9TCRHO3N5riRHPW8WuxqcOHYMBAHYsd2G0WPc0GgAftt29Tp372cv36q+r/CF6mdasS7KgJuRWuLdEVRNa29mnBQA6tvV12BVpwm8UYvhj52JHxd+ANEfRhsjhQQAdquzWNDkU1+/zYJ6PwHgJ3wf8XnosAI8+sR85rxE/CEhIw50FzJiiTyAkiQJw4YNg1arhdvtHhA/jp6pJYkqryojp16kpaVFeINotVqMHTsWY8ZI2Oz6QVVRRALwj421+HRPKx6YMQpjhtjw3rYmvPxtLbY3ROb98RwwtSIHl04qxMTSdObDcbQKKA6HA//5yY2nvu1A6IAoUpppwlO/noCh2Wz1Uy4dWVhYCJuN/bAEABs3bsSade9CLD0OYsZQ+LytWPP5Dxg/4TNMnXJqf7qRybZ6N97+XyOArgiUG07pvdxqNCRJQn19Pfx+P8rKyg7bwJPjOJjNZpjN5ggPk+4DbflY9Fcw6SuhUAjV1dUwGo0oKCgYNCJGT08MjuOU0q7Z2dkIh8NKVEyi033k9prNZgwfPjwpzFWJ+CGfk1brz4OawsJCSJKEUCiE9vb2iPmdTicyM9lCsYxG7Hpo1QihLiGD8WDd9b363BLD6gduMZpvQ5DxiBVQPzDLg9meCIwxmyiphQxJ0+MlQyAMyR8Gp2V4XEjqaTwr1hoAH+ybR4YmirgAhp+ERmR4STD6FOgSMn7eRgiacDC6RwbDAI9nDGSiCRmakLoNfKBvxw8AOMZ+cQwhQ/SHlXQSyR+GeODYs1IeRIaQES01IswYoAuiel+FKI+lEq/eL8HP6NNoqSXd05MCYcAfBqdR9wmrnwFmFhfzXOGEaOeq+rrQaNU7KwXZ/cc6h/lu8/KhEPhgkH1NA+AZ5yVrXzVRjh8PxnklMe4VjD4BAI6xvMSx03C4bpeFRtP1xzPm5cQo5zrjGPCMtkY7VqyTsM/XH8C8BsVu91DxwHUlRBGoQwzdNuhVrzMgsPffh0jRM+CP/8tkBTL7VEFCRhzoqzlmfwgEAqiqqoLRaIzIx4/1dqLRfTuJNPUEfn4b21vqBcdxWPr/KnDuX79B4MBD6lhbALs8BoQloKrNh9+u+i9z2QyzDhcdPQSzKgtRkNb3NAi5KofJbMar2zrxzMZ25btxOXrcfVoe0jUBhMP6iOiBnv4RvYV5eYMC3tjchoZfXgNRf+DB3lQEZB2F278ScIZ7B04dmY3jh2VERI70FUmSsOyDPcqjyrUnlyHT0n9RQI4cCoVCKC0tjXm0RM+BdigUUsxCm5ubodPpFFHDaDTG5BwNhUKoqqpKmPlqPOhrdRKtVouMjAxkZGRERCHV1dVBkqQ+lSyOBbIRqclkwogRI0jEOAIoLS2F1WrFtm3bcMIJJwAA6urqoNVqccopp2Dt2rUR82/evPmgFUu4AyaCfHE6eDEEuNlveWFW3/s4Xv2WLuxjD078jEGPm2EKGO3NYWdYfY8J6hjiwIFJvNj1H0HkIIp9vz/pGVEeAKBh5K1rTOppHMOfAAA4Xd9ecIi+KL4VPg7CgQFu2A1IIcDXHsUjgLG7jYzoCRND3AEArV7dB81utQFgWyCKxwNjgB8W1fvvCvPgw7zyf/HA/0OM46Vj7JRPYB9XD3PMpZ7XH8XAUM/wXqj1ss419vZtWiN4UYuRAGq9Roj+MLwMIdBQwx4cGhg+LZlQvzoPudjbdzSqTXQ1DCHIF2KfP9ku9XXtaLcpPh9V9RngAiH4o3hksI41xxDNskS2gaYxrUk9kTFgDe9lRy9pOhlCwLAoog9kT4zJ4LdtB88JEMePZ87HXH5frXoiwydCinKyCa3qtrqa1c/aLW72s3A9I4Ktzq+Fhus6/+oDWgh+oJEdaIZqj/p+3wB19EgTt4+5fIt7W8TnLK86mitu8DESMmKxjiSBhIw4wfN8zCIyOjs7UV1djYyMDOTl5UUMoGK5nd6QS8p2j8RIhIjR3t6OxsZGFBQUHNSMsCTThOtOLsMf/7MXALClygHpxy+hmXQJc/6xQ2y4dFIhpo3NhYHhAN0XvEEBf3h7B/5vZ7MybeYxQ3Db1DL4vZ3o6OhAY2OjEj1gtVrhdDrhdrtRWloa1T/CEwjj5W/r8MLXNXB6zUxnIq+owds/NOLtHxqh03A4dmgGTh2ZjVNGZiHf3jdB5v1tTfi+piv0syzLhEsmsn08ekMQBNTW1kKSJJSWlg7IYFOn0ykD7Z4GlnIpUpvNBrPZfEjRQ3Iak8ViQX5+/hElYvSEle7j8XjQ3NyslHaNRxldOQrLYDCQiHEEodPpMHPmTDz22GNKBM7KlStx7rnn4rzzzsNTTz2FVatWYdasWfj000/x2Wef4fXXX090swmCIAiCiDMkZMSJWAkM7e3timcCK1xWFhjijbw/iSyv2tLSgra2NhQXFyulOw9Gqf8nSG014DJLwGeWAJNKos5bWZqOs8YcuojR6PLj+te2KCkqPAfcfsZw/HZSUVe0hsmIrKwsJUxf9noAoOR+96x00+EL4Z/f1OLFjbVwdQ8/liQYmrfDXP01wuZMmIdPhttSBG+o61wICRI+/7ENn//Yhnvf6xJpThmZhVNHZmN0vpV57HwhAY99+JPy+fbTh0Ov6d+gv3slj+Li4oR4F2g0Gtjtdtjt9oh0n4aGBoiiGOGr0ZfBcDAYRFVVFWw2m0pITFUOVcToSbR0Hzm9ymAwKKLH4ZTR9fl8ii/JyJEjk854lIgvN998Mx566CHMmDEDPM9jypQpuPPOO2G1WvH000/jvvvuw/Lly1FQUIDly5dj1KhRiW4yQRAEQcQWishQQU+DcYDjuMMWMiRJQnNzM1paWlBcXBzVM4FlwhkPOI5LqIghG0b2FrXAYv/enxD88mUYzlkckdxrQgBTxpXgf7UdqDtQYvSFr2vw6Z4WPDBjNI4uVocp9saWOheuf22LUuXEotdg+YVjcdIIdeqLVqtFWloa3G63Una0s7MTVVVV0Gg0sFqtELRGvLG5FS9/WwdP4OfwPJ4Dpo3Nw+zKXOz6pg1NTccjOzsbZ511FoxmK77Z78THu1vx8e4WNLp+Dnfb1uDGtgY3Vn66H/l2A04dmY1TR2ZhUlkGAr5OfPHFF1j3UwiNrq7z7IRhmcy290YyVvKQ030sFgvy8vLg9/vh8XjQ2tqqmIX2Fj0gp3QlsgxurImViMFCr9cjKytLEezkyJi2tjYlkkP21ejr+eH3+1FTU0MixhGMXq/HkiVLsGTJEtV3lZWVqvQSgiAIgiAGP/REGCcOx7tCFEXU19ejs7MT5eXlvQ7cB8IjQxRF6PV6NDY2wuVyKW9YYxk23tu2Za+FQzGMzMzMhNRaBf22dxAcdRY0rnr4fliPay48GTdecBYEUcKqr2uw4uN9CAoi9rf68Nu/f4/Lji3GjacOhVF38Df2729rwp1rdyheHEXpRqz89QSMyGVHjXQvGVtWVgaNRqN4D9Q0t+PpDTVYu90JfzfzKQ0HTJ+Qj6tOKEVZVlfe4PiSi1TrPmF4Fk4YnoXF00ZgR6MHH+9uwce7WyKMTBtdAbzyXR1e+a4OZh2P7FATQrVb0VjwK4DvyvVdcEpJvwbtsn+EyWRKWhNMjuNgMplgMpmQk5ODYDCo+Go4HA4YjUZF1DAYDAgEAkpKV3Z2dlLuU3+Jp4jRE1mwS0tLgyiK8Hq98Hg8/YqMkY+BVqvFyJEjB+SeQxAEQRAEkXRwHBCLl4SD4HlWhoSMOHGoERlyaL4gCCgvLz/og3s8PTIkSVI8MXJzc5GZmaka+Nnt9rhVieg+4D9Ur4WzzjoLL730Ev777VpI37wNjuNQXl6OWTO7RAANz2Hu8SU4ZUQWFq3bic11LkgAVn1do1Q2+UWU6AxJkvCXz/bjz5/uV6YdU5yGJy8eF9UgU656YTAYUFBQoLyVbnIH8PxX1Xh9Uz383Rz0tTwwZagF51WYMTzfBps2BEEQDtoXHMdhzBAbxgyx4bqTh6Khw49P97Tio10t2LjfiZDQJZJ4QyKqkQ0UnaIsm9m6Fe5aC1A4+WDdC+DnwabVak0p/wg5GiYzMxPhcBgej0eJ1tBoNBAEAXa7nUSMGCD7lFitVuTl5SEQCCiRGj19NeR7iXxeaTQaEjGImMLldN3TuYIscBCAaL+hAUbVAUbpQW2UkpAGHaNUKsOAUBPl9mJk3OYtjEoMaQdKf3IHym2m60OQxDAyGGVVzWb1PlmLo1Q3MDKqVthYBqjsHZAYlSQkp7qvAu3sB3NJ4CDqu74L+3iIQR4uN7skI8/oVw/DWFXLmA8AJIbZpsSquhKl6gmr/GqIWVJVAs9Lyv/Fbv/vSSbDADPaY3t7iGGsyTh/opl9sgr3sOaN5t8aFDnFbDZ4wGzWzShJ2ulnPxv5g+r7u7FRvf8eN7t8aYOnb+nGQYYpJwAIjOkNXhM4UYtcAA6fEZJfizCjEg0A+FnHmmE2q2fsEwBoM9TGppJffU44f2L3n6VJfV0ZXQxTTgBatxccrwWGTwa3ez84Mcw09mQZgAIAz7hfci1O9bSo9wWGMS6j/wQpiokyY96Q+PNtPCR2FUbxRamm5GdUWPEzTJz9YfU+AYDQoyyrIERxFY0HlFqigoSMOHEoAoOci6/X61FaWtqn0Ot4eWSwyquyBn4ulwvNzc3Q6/UxyYWXCQaDirFf9wF/f7FYLPj73/+O559/Hvv378eQIUNw+eWXIy8vL2K+YTkW/HPO0XhhQw1WfLIfQUHEvlYvfruqKzrjhlO6ojOqq6tRXV0NaHRYXW3Ev3f97HR83lH5WPr/KqDXstvKGvA3dPjx3FfVWP19A4LdSlLpNTwuOmYIrji+BEPsBmXg1z0lQn6b3ZcB3pA0I35dWYhfVxaiMxDGl3vb8PGuVvzftvqIuvR6KYRsxzdwu8f0qX/9fj+qq6tTPvVCq9UiPT0d6enp6OzsVM49j8eDPXv2KINwq9WaFCkz/SWRIkZPOI6D0WiE0WhETk5ORMWZhoYGPProoxg5ciQmTJiAiooKVFRUxK2cLkEQBEEQBJGakJARBw7FI8Pr9Sq5+P15qx0Pj4y+lFftPvATBEEZiLS2tkKr1SqRGodS+lKuTmC322NirpiWloabbrrpoPNpeR5zf1WKk0dmY9HaHdhS74YoAX/fUINPdrfi0uECvlz3EppcfuwrOgNeUy6ArgJnN08txxXHR0/HkPdJHvDXtfvxty+r8Nb/GhHuVuvdqOVx8S8LcMXxJci1/fzmofvATzZU7FkBpa+RMRaDFmeMzsUZo3NxTq4TDz/3BkK5oxEyZiDPuRW8jkNubu5B1+P1elFTU4OsrCxkZ2cfdP5UQC7vKUcgyVU55LKuPUWkVPBrSCYRg0XPijMXX3wxPvjgAzzyyCPQ6XQ49dRTMXXqVEyZMiUlRSSCIAiCIIjDhotRREaKvnRkkfxP4SlKf7wrOjo6UFdXh7y8PGRl9c9gMdYeGX0RMXqi0WgicuF7lr6UB9lms/mg6/N4PKirq0N2djYyMzMT8oZ/eI4FL11xDFZtqMGKT/YhJEjY1+rF/S0Ssq2/hDuvCAF0RUHoOBF/vHgCplbkRF2fvE85OTlwSUYsWrcT72x2QOh23Ew6DX4zsRCXHVuMbGvvYkRPQ0W5SoQcGSOH6PdFRDp28mSct3MnPv74Y/j9fmjNZpx9zjkYHyWkUEYeHOfk5DCr6aQi8j7l5uYqVWSiVeVwOp1oaGjot4g00CS7iNETURRRUVGBkSNHYtiwYdi5cyf+85//YMWKFSgqKhqQahQPPvggXnjhBezatQsbN27E7NmzVcf2kUcewbRp0+LeFoIgCIIgCABdAkQsxkUkZBAHoy8RGXJJ0ebmZhQVFcFutx/ydnqW7TwUDkXEYLVHHthJkqSIGnV1dQAAq9UKu93OrFrQ3t6OxsZGDBkyBGlp/asaEmu0PI/f/6oUp3SLzgDHocUyVJlHH+7E6YYfMbViatT1uFwu1NfXI2BIx0OfNuK9rQ50C8CA1aDBpROLMPvYImSY+z8Q1mq1EW+z+ysiaTQaXH755Zg8eTLa29uRlZWFioqKXo+9fDyT4TjFCo/Hg9raWuTn50cd8HMcB4PBAIPBgOzs7IiUiObmZuh0OqW/DyUSKdakmogh+8dIkoSRI0fCZDKhsrISlZWVA9aGHTt2qCpgFBYW4qOPPhqwNhAEQRAEQRAHh4SMOHEwIUOSJNTX18PtdmPo0KEwmdgGVgcjVoOlWIgYPeE4TvEVyM/PV0L05aoFcuSAxWKB0+lEa2sriouLYbH0zbRpIJCjM/784U78bUM9JO5n9yyLpxblRdaoyzqdTnyzuw7v7gvjo9070D1uxm7U4neTi/DbSUVIM8XGxFCj0cBut8NutytVInqKSHJ/dxeReJ7H2LFj+7SNjo4ONDQ0oLCwMGpJ4FTjUIWZnikRPUUkub/7U2o0VqSaiCGX7hUEQRExBhpRFHH33Xfj8ssvxxNPPDHg2ycIgiAIgogKH6OqJWT2SfSG7JEhCGx7aEEQUFNTg3A4jGHDhh2WG788QBJF8ZCqesjLylEdsRIxetIzRN/v9ytvsuvq6sBxHLKysnotNZsotDyPBWeMgd1dhb9870SnocsPwplegbU+HX5V50K+zo/m5mZkZ2cjNzcXX+2owbMb6rCxLtJJOt2kw+XHFeM3EwthNcTv8uteJaK7iORwOBAOh5VBdm+lL3vidDrR1NSEoqIiWK3RBZxUQo6YKSgoOKSIKJnuIpIkSYqI1J9So7EilUWMESNGwGw2J6Qdr776KoxGI6ZPnx4hZHR2dmLevHnYtGkT0tLScMkll2DOnDkJj7ghDh2prhUYAUj7GiGJIXBFUTx+LGpBjR+qTiM0eBqYi2dr1E74AUZ1iVCUSgrZgnreMqt6nVZDAAAgGXRwAyhLc4EzhpBX5lHNyzEC/7RD2L+7kpdRdcSrdvwXOtkvbQIt6mkcr16+oT6dubxWI0AydD0ftbaawQV0aPOyRU6rPqSa5mP0n5ZRHQMAQozjwkKIUrVCZEw3atX7atSI4DRd/WXQiJAO/J+1Xgtj+Wivx6xBRtUMxi4FBHb7WZVzWNMsUR5bTBoJvEZS/i9qJJg16vPHxKzE0nWse6IzM5YPq6vuAIBNpz7+fsbxj3b8BEbVGq+gAXdgHV5BA0mQEGLMBwAdIXX/W/3qCiumNvazk6lWXSEj4FF3dlM7e/lcMK51bYA5L5/ugajRAcMBsbUTnBACv09d4YRVnQQAxKOOUs+7ZYt6Wjm7moc22KSaltaqnpdVSQYAshj96grz0Oi6zr8MnQRBkOAKsY9VplZ9v/OG1SnSHg37d0GnzYj4rNUe+rMjcfiQkBEnolUTkSuT6HQ6DB069LAHNfLD9KH4ZHQvryqvayAezjmOg8lkgsHQVY1DkiTYbDa43W60tLQogz6bzZZUZopzLjgLE8r+i5c2OfChwwBB4lDdEcIlz30HW+1GaHf9G9rsUlgmXYR9gciokiyLHnOOK8asygJY9AO7Tz1FpEOpgNLS0qJEzCRqoBlr4hVdwnEcLBYLLBYL8vLy4Pf7lbKucn/LQlKsS4qmooghi7ojRoxIWDRWS0sLVq5ciRdffDFiutVqxciRIzF79mw8/vjj+O677zB//nzYbDbMnDkzIW0lCIIgCOIIhMw+VSTPKHGQodFoVEKGz+dDVVUV7HY7hgwZErP0DQD9LsHKKq86kITDYdTWdinA3QUdVkUOuQJKrAd9/YXjOFT+8hhU/hLY09SJRet2YGu9GxI4uIqOhSb/KAhaE9BNBM+16TH3+FLMPGYIjLr4vonvCz1LX/bsb6PRGFFGV5IkNDc3o729HaWlpUkZMXMoyH4s8Y4ukUU7k8mk9Lfsq+FwOGA0GhVR43DLFqeaiCFHpgWDwYSKGACwbNkyXHzxxSgvL1fuSwAwduzYCHHjhBNOwKxZs/Dmm2+SkEEQBEEQxMDBx0jIoNQS4mD0jMhwuVxKRYSsrKyYRT7IURT9icjo7ochp8EMJLKpn8FgQEFBQcT2u1fk6G6mKA/6ug+yE8mIXAtevuIY3PjUO/ik2QxotF0ixgHsmjAWnDkG5/8iHwZt4gWMaPSsgCL3d0tLC3Q6HXieRygUQklJyaARMeQUmUT4sej1emRmZiIzM1PpbzlaQ6vVKpExfanw051UFjGGDRuW0FSlDRs2YOvWrXjwwQf7NH9RURH+/e9/x7lVBEEQBEEQRG+QkBEnulcTaW1tVbwFDicP/2Db6guSJCmeGPHyw+gNv9+Pmpoa2Gw25OXl9br9nmaKcplReZBts9lgt9sP+032oaLleUwdEsbGt56EWPkbBCz50Ac7wO34P9xw0Yn4dWXhgLfpcNBqtUhPT0d6eroSMeP3+8FxnHLM+lpGN1lpa2tDc3NzUqTIdO/v7mWLu5uzyn+9iY2pKGLI59awYcPick/sD+vWrUNjYyNOOukkAD+n6U2ePBl33nkn/H4/Zs2apcy/b98+FBcXJ6StBEEQBEEcofB8jMw+B/YFdjwhISNOyOJCQ0MDOjo6UFZWFreBU18jMuJRmaQ/yAMuOQKgP9vXaDTKoK97hYiqqipoNBplkG0ymQZ0v4499lgUrFqF6g8eQWZ+Gfxt9RhaWoIpp5w8YG2INaIoorGxEaIoYvjw4eB5vs8VUJKZ1tZWtLS0oKSkJCFVMXqjZ9li2Zy1ublZ5WPS3TcmVUUMn8+H8vLypCjfe8cdd2D+/PnK58bGRsyaNQtr167Ftm3bsHTpUpSWlqKyshIbN27E6tWr8eijjyawxcThIjm7jOXEpgNGdyL795Mbmq+eyAjJ5TPYEYLagPoFg82iNuDLCfhV0wCAZ5jaWfRqs0MN39V+6cC/Gl4Cx7P3SWJ4LQpOtoEiwup1hN3qaVyUnwBRUH+hM6j7RK9lG6PrtAJEXdc69DoBvCggw8TuK7tVPd0VUDubGhimkgBgMqnNIm1+9bHqiGIWquH7tl+GbsfGwEvKMfMyTDhZxpRajn1cDYxjYNeq2xSOZqCoV7fVL6qjSS0a9vYLTX7A2PXbNMTkB7gwMozqY5IzxM1cXmdTr1c/XP3MbGxjG1hqtG2qacGAuv2BAHvYYzYzrgEHgAOm7KXmTkAThi8cZXmN+lwbYlYbWGbavczljaxbTZv6nMwJq009ASC9VN0v2iz2ucoXZ0HiuvaDL8wEL4UBo3perkVtQAqwjT3F8ePV80V5waph3G8tQQdjTrWxMQAUB9RtDYo8OGPXeocYQ5AQhiCx9z8gqI+h2Kl+oaIJj2IuH7REHsN00wC+tOQQI4+Mw19FskBCRpzgOA7BYBCSJGHYsGHQ6xlW4TGiLxEZiRYxZGPF/Pz8wx5w9SwzKosacm67HKkR78iBQCAAr9eLJUuW4J133kF1dTWKJ47DnDlzMGTIkLhtN56Iooja2loIgoDS0lLFuyTWFVAGmubmZjidzpTw+ehpzir7mDidTjQ0NMBkMsFms0Gj0cDhcKSMiCGKIurq6hQRI1nanJaWFiGohMNdI738/Hzk5+fjjjvuwN133w2Hw4GioiIsWbIEp512WqKaSxAEQRAEQYCEjLggSRIcDgckSUJ5eXncB3cHi8iQU0kSIWJIkoS2tja0tLTExVix55tsOXKgvr4eoigq38U6csDn86GmpgYZGRkYPnw4Jk6cGLN1JwrZt4DjOJSUlDDP24NVQDGbzUqfJ9qcFUCEWWkq+nxwHAeDwQCDwYDs7GzFN6a9vR1+vx9arRbBYBA+nw9GozFpU35kEaOzszOpRAwWRUVF2LVrl/J51qxZEaklBEEQBEEQAw6ZfaogISMOcByHnJwc1NXVDcgb6mgRGT3LqyZCxHA4HHC5XAMSzt+z7CUrcsBut8NisRzWcfF4PKirq0NOTg4yM9W1p1ORcDiM6upq6HQ6FBYW9kn0YVVASSZzVkmS0NTUBJfLhdLS0oQbxMYCnU4HvV6PYDCIvLw8aLVauN1uVFdXg+d5JTrGbDYnTcqPKIqor6+Hx+PB0KFDkZGRcfCFCIIgCIIgCKIXSMiIEwNpJNizQgoQaeoJDHx5VXnwEggEUFZWFtfUGhbRIgdaWlp69Rw4GHKKzJAhQ5Iivz8WyFVkjEYjCgoKDlnsYlXk6GnOarPZBiRyQBbR3G43SktLB/z8ixcsTwy73R4RjdTQ0ABRFCPO8USl/Mg+QfJxGCzCH0EQBEEQxIDC8dFNifq7nkECCRlxonvVkngP2niej0gtkaMw5GkDLWLIKQqSJKG0tLRfQkE86Bk5IIsasudAX9Mh5IoX8UiRSRTBYBDV1dWwWCzIz8+P2bnasyKHLGrIkQPxrIAiSRIaGxvR2dk56EUMmZ7RSMmQ8iObxsoRWdnZ2QOyXYI4GIGGrihFf5UATSgMI9gGfJpctVkfctJVk3gj+x7D56nN6jJ5tamdsaqVuXxWmzqKMbNQvU7+gE4p6PRoB5Bb6oEmFIRhuDqVTgoy/LSihBmLbrXZYJjhvycxTCkBoKNV3X6dS20q2dLJjtZMMwYgoet+5QvowAUAIYpZpUaj3i+zjuFsGgWtUd2uNKv6+LsD7Mg+i17dV3abevlcr0kxkMwx+AF0tdEVUt+Xs4xsY0sWAUa/ZDOMYU0MU0oAyGS0X5DU+5qpZ/dpYZobkkGHdgAFdg84Qwh2m9rs01TCPn68jWE2ma5+Icizzl8Axiz1tjQehgFrgG32yuvU8xq1YUhaDkEABq0ATghDiuKSyIUYxriMY9LpY/d/mpNhVutQX7+uTnZ6rKVdfazDHvaxMtlbIWp0QBEg1rWBE0KQ/Op+4aLcF/hy9XnNMvYUjzqKvTxjTMIaJVj1zczli9CumsbVAZJBhwCAcrsbnCEEHc9+TuehPq8NGvX5Z/GyK6pJ/l/0aM8AvqDhYpRakqRpyIcCCRlxQr5QB0LI6O6RkejyqvLbfb1e3+cUhYGmp+eAXNbV4XAoRoo2m00ZAEuShJaWFjidzqSseHGo+P1+VFdXIy0tDbm5uXE7V3ieV8xZJUmKKDMqSZISNXCwMqN9QZIkNDQ0wOfzobS0NCl8OmJBf6qTHCzlx2AwRKT8xOO4i6IIh8OBjo4OFBcXIycnJ+bbIAiCIAiCII5cSMiIE/LgQBYU4kn36I9EVibx+/2oqalRqlskq/Fgd3Q6XUQ6hCxqNDU1KQM+uTrJYPFZACLNSrOzswfsWHEcx6yA0tTUFJHyI1fl6A+SJKG+vh5+vx8lJSVHpIjBonvKjyAIiqjR2toKrVYb4asRi/NAFEU0NTWhvb0dRUVFyM3NPex1EgRBEARBHNHwHCDFYEx5kKiOiooK6HS6iGfCiy++GHfdddfhbzvGkJARJ+RBWG/VRGKF7JGRSBFDHmxlZmYO6MA4lmi1WmRkZCAjIwOCIMDtdqO5uRnhcBg6nQ4dHR0D5vEQT+RjlWiz0oOVGe1POoQkSairq0MwGEyKdKZYcbgiRk80Go1SblQuXSyb1wI/l9k91OgYURSVUrcFBQXIy8s77DYTBEEQBEEc8Qxgasn69etRVFR0+NuKM4PjaT8J4TiOacIZr20FAgGEw2FotdoBH2S7XC7U19cjPz8/qcsq9peOjg5otVqUlpbC7/erPB7sdjtMJlNKiRpySkeyHStWmdHuKT+9VUCRS3uGw2GUlJSQiNFHunuVyNExHo8Hzc3NSnSMHK3R1z5taWlBW1sbhgwZgiFDhsS8zQRBEARBEAQBkJARV6KVRY0VcnlVq9UKh8OBn376CRaLBXa7fcAqFbS2tqKlpWVQGWCGw2HU1NRAo9GgtLQUPM9Dr9erPB5qa2sBQBkMWiyWpBY1ZMGpoKAAdjvbxChZ6JnyE60Cil6vR11dHURRRElJScKqc8SaeIsYPYlW5aejowONjY2Kd4zVao2aXtXc3IzW1lbk5+ejoKAg7m0mCIIgCII4YuB5ALFILTn4OpYvX45vv/0WAHDqqafijjvugMViOfxtxxgSMuJIz2oisUQ29RQEAWazGeXl5QgGg3C5XGhtbUVDQ8Nh+Q30ZftNTU3o6OgYVAaYslmpwWBAQUGBKrye5fHgcrmUkpfyG+xYGFfGEqfTCYfDkZKCU28VUCRJAs/zyM/PT6r+PhwGWsRg0TM6Ru7z5uZmZindlpYWtLS0IC8vD4WFhQlpM0H0lbC3614R9PDggxpomtQVGwCAZ1QI4Vj3mQwbe0N+dSUBTY666oDRw66aEvKpl2chiep/JRHMSgTM5X1R5mO8hxHCarFeo2U/5/C8ejprmkXH7n+7xQ9RL8ALwGb2g9eGoNGyXw7Zy9UVGjiuQzUtHGb/TpgL1e0y+tVVQ8JhN3t5C6NCSLa6TfmdHkgGHZwA8uyd4AJd+67zqCt0WA3q7WsZ1VkAID+sfsbLtarPK6ufLURnMeZNc6vblGZiV1LJH+b+uWrO0K6qObpc9RBDOz6KyK1nDEcMjAofbnV1DwDsbWWo+4qLkqXKadX9Vyi1Q9TrsR9AQUEH+GAQQR972KRvVb8cymT0qcnEPtd1GerrSt+mvi5tIrv/9emMqins2woQFn++WYRFQBAhtKrPXynIvq61wSbVNI3IutbZ15o4frx6XsZ8migpFFaot1+IrmO1Dz8fK72DXbVFw6Wppul59XVh1UapsMOlR3zOMUS5/6cwv/jFL3Dcccfhvvvug8PhwIIFC7B06VI8+uijiW6aChIy4kQ8U0u6l1flOE65WRgMBuTk5CiVClwul+I30F3UONzQe1EUlcoQZWVlg6a8ZSAQQHV1NWw2G/Ly8g4aXdH9LXZeXp6SfiKH5ncXNRIZKSBHzZSUlMBsVj+YpBJyBRSLxaIIGSaTCQ6HAw0NDUkrJPWVZBAxeqLT6SK8Y+SIpPXr1+Opp57C0UcfjaOPPhonn3wyRWIQBEEQBEHEAx5AlBLA/V9PdF577TXl/1arFQsXLsQ111yDBx54IOnGfCRkxJF4pJb0tbyqXq9HdnY2srOzFRNFOUy8PyaKPREEAbW1tRBFEWVlZYPGj8Dr9aKmpuaQzUo5joPJZILJZIoQklpbW1XVOAaqzwZr2VhBEFBdXQ2NRoOioiIl8qmnkCT3udVqTYnzNBlFjJ5oNBqllO6MGTNgNBrx6aefYtWqVfjzn/+Mk046Ceeccw5OP/30RDeVIAiCIAhiEMEDXCxe0vVvHUVFRRBFEa2trUnnf5b8T/cpTKyFjEMtr6rX65GVlYWsrCyViaLJZILdbu+TqBEKhVBTU6MYYKbiG28WctWGWFXxkI0ru0fHxEpI6iuSJMHhcMDtdg+qsrHhcBjV1dXQ6XQoLCxUzkGWkHSoFVASQSqIGD1xuVwoKyvDMcccg5KSEuzatQv/+c9/8NZbb2HKlCkDFoX04IMP4oUXXsCuXbsAABs2bMCyZcuwb98+5Ofn44YbbsCMGTMGpC0EQRAEQRCpyo4dO/DOO+/gtttuU6bt27cPer0+KSvRkZARR2IpZByqiNGTniaKbrcbLpdLqQwhixo9Q4fktAuLxYIhQ4Yktallf+jo6EBDQ0NcDTB7E5J6q8ZxqEiShIaGBni9XpSWliZdGNihIosYer0ehYWFUc/B/lRA0ev1CT+XU1HEaG9vR2NjIzIyMhRRc8yYMRgzZsyAtmPHjh1Yu3at8tnhcGDevHm4+eabMXPmTGzYsAELFixAWVkZJkyYMKBtIwiCIAiCiBk8B0jxLb+alZWFV155Bbm5ubj00ktRW1uLJ554ApdccklSvsAmISNOyB4ZsTD7lFNJDlfE6IlWq1Vy3+XKEC6XC01NTTAYDIqoIQjCYaVdJCttbW1obm4eUAPM3qpx6PX6CFHjUPpZkiTU1dUhEAigtLQ0KaMPDgXZhNVoNKKgoKBffdPXCiiyceVAkooihiz+paeno6ysLGE/bKIo4u6778bll1+OJ554AgDwzjvvoLS0FLNnzwYATJkyBVOnTsXq1atJyCAU6lvs4AHsb8gEAmHkd7INHHMNbappuhK12R4XxRQOaerfFb5UPZve4mIubteqzSp5m/qxTQp0vTDhD7RDl8lDE+a7Hnp7IHaqDfCCTewXLmGfer8aG9RGeRqevXyDR+1wr2OYfTZHMaD0hXWAQQseQIPTDgTCMEcxBjU1OdXL+9S/f51+trBvaWIYszKaFQyxH5slj7qvjenqvuY5CSLX1QccJ4E/8P+QqO5rgTHNbGDvv1mn3pbFrD5XBZH9G6djLG81qPskPZ3tIKnL1oA/YJipy9JAE9ZAk8fw5DJHeWHDMvZsU5//UoBt4Mib1cdF9Kj7itOzr1WW4a0Q0ECU+AP/5yEFNQj42c9UrkDfXhhpOtnXiiB6VNNqmtLV7Yzij6CtUbff41EbCwNAbtgNQScBvwK8O4LQhIJwNavnDQvsvkpr9ammWYIOdZuYS7OTGvpqAAoAGkZqhSXcAEHb1Tfmcg6aMA+OV/cpAEgMIYCD+kWmScM+poIUGW2aZhrA50aeA6QYPHP18qybm5uLZ555Bo899hj+9Kc/ISMjA2effTZuvPHGw99uHCAhI44cbkSGXF5VEARlffEaaHWvDCEIgvIGu7m5GQAUv4HBgCRJaG5uRnt7e0K9I3r2eWdnp+KrodVqlQG2yWTq03EXRRG1tbUQBAGlpaUp4QvRF0KhEKqqqmA2mw87GohVAcXj8aC6uho8zytmoQNRSjdVRYz6+nqkpaVh6NChCVXnX331VRiNRkyfPl0RMrZv346xY8dGzDdmzBi8//77CWghQRAEQRBEajFx4sQIw89kZnCMdJKUwxEyupt6Aj9HeAwEGo0mYqCXmZmJUCiE/fv3J/wN9uEiSRIaGxvh8XiSyjuiu4miKIpKZYiamhrwPK/0udlsZva5HDUDACUlJQmtkhJLgsGgktKUn58f0/NNroBit9shSRK8Xi/cbveAlNJNRRHD5XKhvr4edrsd5eXlCRUxWlpasHLlSrz44osR051OJ0aNGhUxLT09HW1t6jfrBEEQBEEQKQOXGLPPZIaEjDhyqEJG9/Kq8noGku4RC2VlZUrEgixsuN1upWqEzWaD3W5PCVFDFEXU19cjEAigrKwsadMuugsX8gDb5XKhrq4OACKiBnieRzgcRk1NTUQVj8FAf8vhHg4cx8FiscBisTBL6cayAkoqihhutxv19fWw2WwYNmxYws+xZcuW4eKLL0Z5eTlqa2uV6b35phAEQRAEQRCDBxIy4oQcQdFfIaOv5VXjhSRJqK+vh8/nU0UsdH+D3T1qQA7Ll0WNvqZCDCTdy8amUtpF9wF2fn4+fD6fYlopCALMZjN8Ph9MJhOKioqSrt8PlUAggKqqKqSnpyMnJ2dA96t7BZTc3FwEAoGYVUDxer0pJ2LIVX0sFktSiBgbNmzA1q1b8eCDD6q+y8jIQHt7e8Q0p9MZk2pEBEEQBEEQCYPngCg+Kf1jcIwVABIy4or8tryvxKoyyaEiCALq6uogCALKysp6Hez3jBqQ/R3kt6OyUWi0VIiBpHvEQiqXjeU4DmazGWazGbm5ufB4PKivrwfw81t++ZikcmqJ3+9HdXU1MjIyksJctrcKKAaDoc8GrV6vFzU1NSknYtTW1sJsNmP48OFJcV6tW7cOjY2NOOmkkwBAiVybPHky5s6di3fffTdi/s2bN5PRJxFBp6CFDYA7rANCHGxRDCBDbWpTO97iV03TFkX5nRfVy7MMQLkA28CRtzHM6kS1WSan67rvcAfM7jjdgVRUxry8gXENM+YDDj+CmWVgGWK82wlH8UTXcCKkA2aYPCeB40Totey+1prUK7GmM46VR22KCAC6dMY6c9TnRZaHbSDIa9TbN5Spl8/RdkLQ6dEGILvUC02oy1CTr1Ivb7GqzTZNOez9NzWrzyHrcHVn25rVBqAAoLWpf7ts7ertG4rZvwHaMXnguK5nRu3oHGikMGBipO6ypgEAw6xV3K9OCfTtYref16n7T2Kca/p89uYlxkmo0YngDqxXo5PASyLMZnWfAIDRpT6vRGZ1CfZFxTIRdYXU50+USxXODrWxapuP7f+mcwgQDV3ba282gQ9o0eJWLy9EMZVkmdACnaopVn0zc3kNw4S4rwagAMAzXhBrQ+Gfz78R2dBIYZjB3n6uqDZ35jh1x5rc7CIAYSmyX42m2FSn7BM8h9ikhZCQQfSB/qSWJFrECIVCqKmpgVar7bfHAsdxsFqtsFqtzFQIeaA3EAaKPZE9FkwmU7+rXSQzwWAQjY2NSEtLQ15eHoLBYETUQPdUiGRNoWHh8/kiKuQkG90roAiCoKRaHcygNRVFDK/Xi7q6OphMJowYMSIpRAwAuOOOOzB//nzlc2NjI2bNmoW1a9dCFEU8/fTTWLVqFWbNmoVPP/0Un332GV5//fUEtpggCIIgCIKINSRkxJG+ChnxKq/aVwKBAGpqamJSFYKVCuFyuRQDxe6iRrwjI/x+P2pqagbEY2H2jFf1AAEAAElEQVQgkQf73SMWWFEDHR0daGxshMlkUvpdr+9bibBE4PP5UF1djezsbGRlZSW6OQdFo9EgLS0NaWlpEalWclSS3Occx6VcOol8jhmNxqQSMQAofS4jR73l53e9anv66adx3333Yfny5SgoKMDy5ctVBqAEQRAEQRCpBddr6dQ+w4wWSk1IyIgjPM8rYc8sBrK8ajTknP14eBF0T4XIy8tT+TvEsyqE/AZcfrM/WEQMeb96G+x3jxoIh8NKKkRTUxMMBoOS9pMsFVuAn/crJycnJf0MWAatskGmIAgwGo3geR6CICSVKMBCFpQMBgNGjBiR9H4yRUVF2LVrl/K5srISa9euTWCLCIIgCIIgiHiT3E+oKU5vERmJLK8q43a7UVdXh9zc3LgPHnv6O8hVIZqamlBfXw+r1Qq73R4TUUPer7y8PGRkZMRoDxKPbLqYm5vb5/3SarXIyMhARkaGkgrhcrnQ0tKSNKV0ZX+P/uxXMiNHJXEch/b2dkVwikcFlFgjRzHp9fqUEDEIgiAIgiCOCPgYlV+VeGAArT3iCT2lxpFoQkaiy6sCXU7+DocDBQUFsNvtA7rt7lUhcnJylKoQ3Qd6sqjR37fXHR0daGhoSMh+xROXy4X6+noMGTIkIqy+P/RMheheSleuSMPyd4gnspnk4exXMiJHmOTn5yvpJNEqoMiRSYlO+5HL3Wq1WowcOTKlvFUIgiAIgiAGNTwXIyGDIyGDODgsISMZyqs2Nzejvb0dJSUlMJvVTsUDCcdxMBqNMBqNiqjhcrnQ2tqqDPTkAfbBRI3W1la0tLSguLgYFotlgPYg/rS3t6OxsRGFhYWw2WwxWWfPUrqyQWtPf4d4GrTKkTODTXTqzdizp5eJLCbJaT99rYASa0jEII4kqj1GjAWw22WC4A+jI8R+FJIYecTZ7eqqFeliHXN53q6+jviCdPWM2igPpoI6NTXcoa6OIHR2tVPQdT1vBOpFaEIiwgH18mJIva2GJnYknMDY/59c6t8gHcPxHwBqfer91zBua50C+16n5SzgBC0KAdR5zZD8YeQI7GOV3qyuEBMKqZ8ZWlzsZwNttUs1zSqoK1S42tjLh8LqbeXp1esMdGgh6rvm9bdqwAe79qeZ0S6PT53+mSOwq6YE/Op+sfjVVVuiwarwobEwKnnksCthwKAHDlSNgEHf9cbXxni+dKorRgCA5FX3dZhRYSXgZj8HmjLV1VxY4z1OH6USR4e66osoaCEK8v8BCBxCjOsHAPyM4w+op/kEdvtZy9czjr82yrVm1qqPS73PyJwXAGDQwgCgvt0GBMLMef0Ce1+z/Op2FQfU13oR2pnLW9GkmqZhHCxWdRIAEI86Sj0vAEnq6kNpaCEkToCWUR0FAKzGVtU0rUF9Xlqa2RVqNC2R90vOkjxp2kciJGTEkZ4eGYmuTCJJEhoaGuD1elFaWppUHgkyBoMBOTk5yMnJQTAYhMvlUlXisNlsESHvPcUZkynKD20K0tbWhubm5riKMzzPq6rOuN3uuBq0yhEmR5KI0ROdTqdK++lLBZRYI1f24XkeI0eOTHhkCEEQBEEQBNEDjjtQgvUwEQeHbyBAQkZc0Wg0SkSGJEkIh8OQJCkhIoYgCKirq0M4HEZpaWlKvHHV6/XIzs5Gdna2Ul5UrsRhNpsVn4GWlhZ0dnYmrThzKEiShNbWVrS2tg6oONO96kxeXp7iZeJwOBAOhyMMWg/VtFJO/4llhEkycDglVvtaAcVsNsc0FS0YDKKqqgocx2HEiBEkYhAEQRAEQSQjPN/1d/grisE6kgMSMuKInFoi+2EkSsQIh8OoqakBz/MoLS1N+qoJLPR6PbKyspCVlaWUF3W5XHA4HOA4DllZWQnxGokHkiShqakJHR0dKC0thdHYS3hgHInmZdIz7ac/ppVymkxRURGsVmuc92DgOBwRoyfRKqDIETKymGSxWA7rWg6FQqiurgbHcRg5cmTCzjOC6I1vv/0WV1xxRcQ0SZIQCoWwa9cubNiwAcuWLcO+ffuQn5+PG264ATNmzEhQawmCIAiCGChIyIgjsmAhCAI4jkuIiBEIBFBTUwOTyYSCgoJBUYZUp9MhLS0NbrcbRqMRdrsdnZ2daGlpUT4ng3nioSBJEhobG+HxeFBWVpY0+9DTy0SOkOluWikPvqNF+zidTjQ1NQ06D5NYihg9iRYh09LSgvr6+oh+70+FEVnEkCSJRAwiqZk4cSK2bNkSMe2pp57C7t274XA4MG/ePNx8882YOXMmNmzYgAULFqCsrAwTJkxIUIsJgiAIIg5wXGwiMhj+R6kKCRlxQpIkdHR0gOd57N+/HzabDWlpaQOa+uDz+VBTU4P09HTk5OQMChED6IowkY0JS0tLwfM8srKyEA6HlfKisnmiLGqkQsqJJEmor6+H3+9HWVlZUqf/sCJk5BQUlpjU3esj0QazsSSeIkZPukfI5ObmqtKtTCaTImr0JoDJ148gCBg5cuSg8pQhBj/19fV44YUX8NZbb+Gdd95BaWkpZs+eDQCYMmUKpk6ditWrV/cqZLQe8PVzBDiE/Rw4jn2vtXnUgqvAyC02VDmZy2starNFg1ZtAMnp2JFVoldtdudvVs8rHDAglE0kA64uE0mvt29CeFsUU0CW1V5bUP3YGM3sszXYtwfuYBT3/EydBrxGg0IArpAGYkiCScN+bGXtK8+r2yWIUcwa/epzwCqqDSB1OrWpJMA2+2RhSAtD0HW1QW8XoAl1rc/cqt6Whld3jM6sNnsFAL1F3S5tsfrervGotwOAmXfPMsbkRhSwl9dqoJhbWk0ABKCjUzWbWNXCXDxcpzZrbd2lfm6ra2NXN8tsVy+v1aj7KktQtwnoMmHtSafHANHQdV50dhrAB6KfzywTTz/jXOuMcp50Mpav9amn6RnnNABIUB/rGh/7WgkIHPiwFiMBVHWaIPrDqGOYxYaiXJeusHq/gox95dgeyChkmIBawg2qadoQ+1pjHQXxqKO6DFm3AOL4ceA00StCsiJZTXr1eanZqz6nAEAS2yM+h+xaqO1DiYGChIw4IYoiGhsblQolcki+Xq+PGFzHsyJEfX09cnJykJmZGZdtJALZmJAVYaLVapGeno709HTFPNHlcqGlpQV6vT5hFSH6giiKqKurQygUQmlpab/ericanU6HzMxMZGZmKmKSXE5Xr9dDo9HA5/MlRZWcWDKQIgaLnmJSXyqg9BQxBtPxII4MHn/8cVx44YUoKCjA9u3bMXbs2Ijvx4wZg/fff7/XdWgPDPi1xq5/NUb24ABG9X1YMqgHvIKOLRhwOsZAWqNenuPZgxtBq16vyBhcigeub1Gvi/xX6KMYztjPaPBh9bx8FCFDw6jawEIbZcDEGznwB9om/8sZo1QyYBwXMNrFOn7Az33WHdZxZc0HAJLY9/NCPPCSQuz2soLVLokhZIhR1snaV9a5JkU7JCwhQ6M+16SowwYewoHjLf+rVDHphshoEwAIWrXowOxrQ5QKQ4z+Exntj3pM9OqOEQ061TUVDY5xDXGMwT0fRcjgNOpjrWFca5oo1xpvVB8/TZRjxRuguq40rGMV5brUMO5rHOMeGv1aUx8DQcs4/xhtAn6uThKxTgEQDpxC8r+s+aKtl3VeCjq2aNjzXBB1A/i8znFdf7FYzyCBk7qX1SBiiiAIcDqdcDqdcLvdkCQJWq0WPM8jGAzGTdRwOp1wOByDriKE3+9HdXU17HY78vLy+txf3StCeDwe6HQ6ZZBnNBoTLmoIgoDa2lpIkoTi4uKU9DBhEQ6H0djYCLfbDY7jlEocdrs9Kfr9cEi0iNEbPc/3QCCA//znP5g0aRLy8vIgSRJGjBgxqNJ7iCOD/fv34/zzz8d//vMfZGZmYs6cORg1ahRuv/12ZZ433ngDK1euxCeffKJa3uv1YseOHQPYYoIgCOJIYPTo0XF7OST/dlVYdsGsYUeK9Gt9ggm7Oivi2uaBInVe+6YgGo1Gqbohixrt7e1wubpCS0VRVEUM2O32QxY1JElCS0sL2traBu3bb/kNdH/6p2dFCHmQV11dDY1Gk9DBtSAISjuKi4sHlWFpW1sbvF4vhg4dCr1er1TikEt9dq/EkUqiRjKLGID6fG9ubobD4cCdd94Jnudx6qmn4uyzz8Zxxx2XNB4sBNEXXnrpJZx++ulKlGG0+8bB7idfPbARxy+ajPXXfIiwX0B+lIiMYVb1A2OeST2tqLidubzWol6vYbg6BJzTssXr0H51GLyvkfGWOfRzREbdtVeg8KnnwQdD8Pr6dn3XONkvPFgvZPd61M8V0VJLav19E+WjhbAPNQvgjVpULD8Du275N0R/GHnGIHPe4Vnq9B5WpEgrI10IALKs6r7OKlMf645adp/6/Oo0iJxiN3NeUafD3kuvQvlLz4APdaV61O9Xp0ywUkty8tipEayIDMtR6pQh6TBTS/ixJezltV0RGVutp2Kc52NoIAAedf+JVc3MxcP16jSstj3qvm6Icq5mmNXLaxipJZkFXubyQZf6XO3sNEDU6+C85bfIWP5P8MEofQdgT0uGahortcQbJSLDwIjI2ONR778+yrWWb1Tvay0jXQQACgxh8EYthj92Jn5c+AFEfxj1gb6nlmQwIjKGGNV9U25nn/8FBR2qaeZy9fmnHZHNXF4aWqiaJo4fB0EAdmy3YfQYNzQagN+2nbk8V61OYxFr1Mkhwf3qcwoAnFWR11UoLwvOOecx5yXiDwkZA0RfRI3u6Sf9FTUkSUJDQwM6OztRVlaWEp4QfcXtdqOurg55eXnIyFD/WPQHnudht9tht9sjylx2H1zb7XaYTKa4D67lMH+dTofCwsJBJWI0NTXB5XJFlMTtXolD7ve6uq4kSqvVCrvdHvPyorEm2UWMnvA8j+zsbMybNw+XXXYZPB4PvvzyS9xzzz3o6OjA22+/jeLi4ri2YefOnXjooYewdetWaLVaTJ48GYsWLcK+ffswe/ZslZjyyCOPYNq0aXFtE5GafPDBB1i6dKnyOSMjA+3t7RHzOJ3Og6ZThoNdD/1hv4CwLwwBUQJTteocbY5neBmE2INrTUi9Xo3ACEFnDFgBQAyr18szfCekEN9jnlDXX6CPv2F+di46s02MecUogyvB17eA33CUAZPI/zw4E/1hiP4wJETJmw+ojwvLI4NjzAcAvL5vx5UPRhHPGP4J0c4LZV2hkDIPq12s84KPsk6OcQw0DN8FSYgyGGeY/3ECQ8iI0v/olkakgdAlZEiM6yfK9iXmuc7o6wB7+5yGcfwZQka0Y8IzvF+6e2J0XU/RhQyJcV1IDCFDDEfxuGAIGYKPIVpG8cgQod5XIcqLe7HbcZGvK4ExZheiXJeCwEgjYZwXnCHKtRZUHwMNw3dDwzh/AEDi1PvKdTvVNZquP54xHwBwfTwvo58rkdcVH8XLIy5wMSq/GsUrKBUhISMB9BQ12tvb4XQ6D1nUEEURtbW1CIfDSW8S2V/kcp3xSJPpWeZSHlzX1tYCgNLv8YgYCIVCqKqqGlTVZIAuEcPhcMDtdqO0tJT5xp/jOFitVlitVuTn58Pn88HtdqOxsRGCICjlRa1Wa1KJGqkmYgBdET81NTXw+/0YOXIk7HY7TjnlFNx5552orq7GkCFD4rr9YDCIK664ApdeeimeeeYZeDwezJ8/H0uXLsVll12GwsJCfPTRR3FtAzE42LNnD5qamjBp0iRl2vjx47FmzZqI+TZv3nzQiiXNBwbY9Z0iQj4RoSgPdTpO/Ua7k5G3rq1lP/HrGXn/2Z0e9fKMyA0AcFarozeaXOqy1X75La9BCz2AnxoygUCY2VbGi3dUdbJffLB+lmq86r4yR3mSbA2op/Xnju4O88oAxxPmIYR5pEc5VoGQuhEGhjFnJ2M+ANB0qvva6lSP7jxedl+1dKojVfT1DANOraDk2Hua9cpg3cFYXpAYolWUagNGvXpbhhp19AGnjyLEGBiiRQ4jqlcf5WA73V2eGFYArs4uEYMxwBOa2W+5Q23qaR0e9THpCLKfb8069UDUFEVgYyExTHy1WkHx2dBqBPBagTkfAOgYohMrIiMQZfmQqBad3AwdwKZjL+9liE4dUXQ0I6+B5oAvT1tQAyEooZEheviiiC6ukLoNgqQ+Ljpefa8CAL2DJRCr74tmsKN3tIybGM/zBzwxJoPfth08J0AcP565POsOwjPWaTCwTZwzERlp4ssMDJzZJx+jqiWsH4IUhYSMBKPRaJR0ie6ihtvddaEcTNQIh8OoqakBz/MoLS0dNP4KANDa2oqWlpYBKdfZc3Dt9XrhcrmUiAFZ8LBYLIctOgQCAVRXVyvbGkwiRmNjoxIV1BdBjeM4mM1mmM1m5ObmKuVFm5ubUV9fD4vFovR9Is/tVBUxamtr4ff7MWzYsAghkOM4lJaWxr0NPp8PN910E84//3xotVpkZmbizDPPxD/+8Y+4b5sYXOzYsQNDhgyB1frzw/H06dOxYsUKrFq1CrNmzcKnn36Kzz77DK+//noCW0oQBEEQxEBAQkYS0R9RQ6fTweVy4dtvv8X/+3//DwUFBUn19vpwkFMTOjo6UFJSMuDlITmOg8VigcViUSIGXC4XGhoaIIpihKjR3z6XDUsHW0lcObXJ5/OhtLT0kKKCepYXDQQCcLvdcDqdaGhoiBA1BrKqSyqKGHIVHJ/Ph/LycqSlsUvWxZu0tDTMnDkTQNc5sm/fPqxZs0ZJHens7MS8efOwadMmpKWl4ZJLLsGcOXMGzXVBxI7m5mbV9ZeVlYWnn34a9913H5YvX46CggIsX74co0aNSkwjCYIgCCJe8FxsoikoIoOINz1FjY6ODrS1tSmixp49e/DQQw/htNNOg9/vR0tLS9JU4Tgc5AGx1+tFWVlZws0Iu0cM5OXlwe/3w+VyweFw9DsNorthaXY228QoFZEkCfX19fD7/TEtHWswGGAwGJCdnY1gMAi3242Ojg40NjbCZDIp0UnxTKVKZRFDNlpNhnbX1dXhjDPOgCAImDVrFubPn48dO3Zg5MiRmD17Nh5//HF89913mD9/Pmw2myJ+EITM3LlzMXfuXNX0yspKrF27NgEtIgiCIAgikZCQkQJoNBpkZmYiMzMTgiBg/fr1uO+++3DRRRdh2rRpkCQJbrcbbW1t0Gq1SknXVBM15AFYKBQ65Lf68aRnxEDPNAjZsNJisajSIDo7O1FbW4ucnJyDGtGlEpIkoa6uDsFgMKYiRk/0er0i7IVCIaXyTFNTE4xGoxKpEUuT21QVMerr6+HxeDB06NDDNseNFYWFhdi6dSuqqqpw11134dZbb8Xy5cvx4osvKvOccMIJmDVrFt58800SMgiCIAiCILoTK7NPbnBE8AMkZKQca9euxb333osHH3wQZ555ZkSkhiRJKStqyKaEAFLC66O7qJGTk6OkQXT3drDb7bBarfB6vairq8OQIUMSFuIfD2ThKRwOD+gx0+l0yMjIQEZGBgRBgNvthtvtRktLC3Q6nSJqHM45n6oiRkNDg2K0mmyCGcdxKCsrw2233YaLLroIixYtUrWxqKgI//73vxPUQoIgCIIgiCSF42IjQiTxeLC/kJCRQkiShLVr1+Kvf/0rjj32WACIiNToTdTQaDRIS0tLSlEjFAqhpqYmZcuQchwHo9EIo9EYIWq0traivr4eAJCenh53w9KBRK6UI4oiSkpKEiY8aTQapKenIz09HaIoKpEa1dXV0Gg0iqjRn3K6qSxiuFwulJSUJE3q0jfffIM777wT69evV6J1RLHL3X3jxo1wuVyYNWuWMv++ffviXg6WIGqDXQ75P/o7EPCF4ArZosypjgrsFNTTjBr28jZG1QxWJQ2LwCjvASAYVt9XXYyqDd4D1Uk4XoscAB0hPaQgj1bGvCKjEMF+b9/v3/vc6kos+ij51g0+ddkE1pzRakv4BQN0QWAigF0uIOQDOgV21J0kqaPPTIzymzU+9vJpfnWFGlaFEIeX7dnVHFD3tcTYW5M2DMnQNa+j3a6UXa33qbfPOlZGDaOSCAAro3yp3aEuRcFropTvZNTaNAdcqmlaLftcEWtcEDQ6oAAQtjUCQgiiT93/zl3sYYfLrd7/nzrUleoa/OxIXYFxrPSMSiJClKohbYzjGhQ0gFELM4B9LRmAP4xwlKoxu9zq5dtD6mdZZ5RKIqy1/uhSly2x6dj932pUb6vKzS4L6gxqoAsBxwLY7e66rqo96moy/ijlTzO16mMVYJSV5sG+1jSc+oUe61rLFd2qaQBgNaprhGg0GnCcFigCuOoGcFI4aoUkVjUT1rycmd1+Q48LUzAPrI8fEQkJGSkEx3F44YUXmN/1TD/p6OhQSrqyRA273Q673Z5wUSMYDKK6uhpmsxlDhgxJKoHlUJG9HTQaDRwOB+x2O/x+P/bs2ZMww8pYIoqiEj1TXFycNNEzPM8r57UoisxyugerPJOqIkZjYyNcLheKi4uRk5OT6CYpjBkzBj6fD8uXL8eNN94In8+HFStWoLKyEkajEXfeeSdKS0tRWVmJjRs3YvXq1Xj00UcT3WyCIAiCIIjkgo9RakmKvTDujdQcSRG90hdRw+PxwOl0JlTUkCt4pKWlITc3d1CIGDItLS1obW1FSUkJzOauNyihUAgul0sxrDSbzcrgOtn8QKIhpwBxHIfi4uKkjZ7heV7pW0mS4PV64Xa7e608k6oihsPhQEdHB4qKipCbm5voJkVgtVrx7LPP4uGHH8aJJ54IrVaLyZMn44EHHkBeXh7uuOMO3H333XA4HCgqKsKSJUtw2mmnJbrZBEEQBEEQyQXHxcgjY/CMt0jIGOT0R9TgeR5paWkDImrI5peygeNgETEkSUJzczPa29tRWloKo/HnEDydThdhWCl7OzgcjgGrwnE4CIKgpGwUFRUlrYjRk+7ldHtWngmHw7BarTAYDGhtbU05EaOpqQnt7e0oLCxEXl5eopvEZPTo0Vi1ahXzu1mzZkWklhAEQRAEQRBEXyAh4wjiYKIGgAERNdxuN+rq6pCfn58yg8a+IEkSHA6HYrbYWwUNnU6nHItwOKyIGt2rcNjt9oSXn5UJh8Oorq5OWR8TmZ6VZwKBANra2tDS0gKg6/znOA5WqzXpU3+am5vhdDoxZMgQ5OfnJ7o5BEEQBEEQRLzgua6/WKxnkJDcT+pE3OgparhcLrS1tcVd1Ghvb0djYyMKCwths0UzWEs9JElCQ0MDvF4vysrK+hVVodVqlSoc4XAYHo8HLpcLzc3NMBgMSuWZWJYW7Q+yiKHX61FYWDhoomc4joMoinC73cjPz4fZbIbb7YbT6URDQ0NSp/40NTWhra0N+fn5KCgoSHRzCCKlaOe6zOJaeQd8fBAahqkmANh86t8oiWELl6ZlC85GhtmmhlMbENq9bAfAFoYB4b5O9bTQAQNDXuoy+6zz6SH6eTgZZoOsu3ern20AqWE87LYH1QaA5ig+SS5JbSAoQb3/GrCX9wt6CIJ04P8SQoIEv8D+/fGE1fvKNHuM4izqZSwfFNTtimZMGmKYFXoZ55VRE8aBR6yuf6OtEECQYUzpZ7QJAKyMaRJj3RoDe4OSX70t3sTYlqjuUwAQOsIQtF19KLgEIBxGoEU9X3Mbq6VAs099Xld51ddVnY99/EOS2oDSrFG3Vcux978jpL5WeU4CF+4y+/SEtZDCgCbK8qzjz/A6hTvEXp7htQpnWH39hMVoz4Hq4VxD2MPeltcCuWebfGEEvWE0oE01n5/vZC7vDasroomdamNWg4b93KTn1fvAQb08F6WvtQa1CahJ3wJRowOKALGmFZwQAh9lsM56Dcc0AN2yhbk85480YeW0g6caYSpCQgYBjUYTUc6yL6JGfytBSJKkvPkuLi4edBU86uvrEQwGUVpaeliDXq1Wq1ThEARBETXk0qLdRY2BEBRCoRCqq6thNBpRUFAwaEQM4GdPjNzcXGRkdDneGwwGZGdnR039sdlsCY+SaW5uVtJgCgsLE9oWgiAIgiAIYgDgYmT2GYsSrkkCCRlEBCxRw+l0oqOj45BFDUmS0NTUhI6ODpVvRKojlyEVBAGlpaUxreAhl8xNS0uDIAjo7OyEy+VCa2srdDqdMrCOl59JKBRCVVXVoKooI8MSMbrTW+qPwWBQ+n6gBCWZ1tZWtLS0IDc3F0VFRQO2XYIgCIIgCCJxSBwHKQYihDSInudJyCCi0l9RQ65+0l3U6Jlykei32bGkewWPkpKSuJYh7V5dRhRFeDweuN1uxXxT9tSIlaghl8W1WCzIz88/okSMnnRP/ZGjZNxu94AJSjJtbW1oampCdnY2RWIQBEEQBEEQRzQkZBB9oruoIYqiYhTaXdTo7OxEe3u7ImrodDrs2rUL+fn5h51ykWwk0vyyu2gkiiI6OzsVUUMuO9pTUOoPgUAA1dXVsNvtg64sbn9FjJ50j5LpKSh1L/lqNptj2m9OpxMOhwNZWVlJXfaWIAiCIAiCiAN8jFJLBtEzJAkZRL/heZ4panT31HA4HHjwwQeRlZWFu+66C6FQCFqtdlAMipPJN6L74FmSJEXUqK2tBQBF1OjrwDoQCKCqqgrp6enIyckZFMdL5nBFjJ50F5S6931dXR0ARIgahyM8OJ1ONDY2IjMzEyUlJSRiEMRh4gztAwA0BXfAG/QjoGeb4ul8Y1TT/ILalNAUJRrPwnjC0vFm1bSsMPtRrNGvNsWr96m31XnAf1Mr8vgFgGovj7CPhzPYi5NkN/Z51KaCAKBhWIPu42pU0ywhtVEfADTxVappHMNqTwd2uqnZNwwGrssxscEfQMAXhl7DnteiVfeLV1Bvq6qTff80MA6hnld7ebWF2Me6zssw+2ScKxkBPXijFsMB/Oi2QvR3HbydbvU54GeYRbLWCQA5AfWLojBj/23GAHN5QVTPW8B1qKYZOtqZy7v2ayHqu/rGXa0BH9QiGFDvE8vUEwDaGWab7SF1n3aqvWYBsPtKy3h+8UUxS+1gHFcNB/AaLXIBuENaiKHo3qztQZYxrnq+NlZDAQQYJqrNnNotNSyqjTYBgAuq+9XJtzLnhQAYhK5j0yx0IiCE0cTtU83mDzuZi3s02appmvAo1TSLl31fsGrV55pJo47WNrnZxrCWZnXHavb6IOgE4DgguN8PTSgIg4Hdfs6svq+yjD1ZBqCA2ixUkixgeBjHB/LIUEFCBnFYsESNH3/8EUuWLEF2djauvfZaeL1euFwucBzHTD9JJZI55UIuG2q1WpGfnw+v1xsxsLZarbDb7bBYLMx2+/1+VFdXIyMjA9nZ2Um1b4dLrEWMnvTse5/PB5fLhYaGBoiiCKvVCpvNBqvV2i8hQq7yk56ejtLSUhIxCIIgCIIgCAIkZBAxhOd5dHR04Pbbb8ekSZOwcOFCuFwuuFwuiKIIjUaDzs5OdHR0pKSoIQ/009LSkj7lguM4WCwWWCwW5OXlqQbWcrSAxWIBz/Pw+Xyorq5GVlYWsrPVansqE28Royccx8FsNsNsNiMvLw9+vx9utxvNzc2or6+PEDV681Xp6OhAQ0MD0tLSMHToUBIxCIIgCIIgjlR4LkapJck7fukvJGQQMUOSJFxxxRU466yzcOutt4LjOGRnZ0MUxYiSrj1FDQBK9ZNYewvECp/Ph5qampSMVmANrF0uFxwOBwRBgNFohM/nQ3Z2NokYMYbjOJhMJphMJuTk5CAYDCqVZ+rr62GxWBRRSav9+XbscrlQX18Pu92O8vJyEjEIgiAIgiAIohskZBAxg+M4vPLKK8jLy4uYzvM80tPTkZ6erogaslFoKoganZ2dqK2tRU5ODjIz2fmJqUL3gXVubq6SuqDRaNDS0gK/39+naIFUINEiRk84joPBYEBOTo4iarjdbnR0dKCxsRG7du1CS0sLTjzxREiSBJvNhmHDhpGIQRAEQRAEcaRDZp8qSMggYkpPEaMn/RU15PSTRIkassdEfn4+0tPTB3z78cTr9aKpqQlDhgxBWloaAoGAUla0oaEBFosFdrs9JUWNZBMxWOj1emRlZSErKwuhUAgNDQ1Ys2YN/vrXv6K8vBznnHMOdDodhg4dOiDt2blzJx566CFs3boVWq0WkydPxqJFi5Cbm4sNGzZg2bJl2LdvH/Lz83HDDTdgxowZA9IugiAIgiCIIx4uRqklSfCSOFaQkEEkjL6IGrJRKDDwooYc3l9QUAC7ne2+nKp4PB7U1tYqIgYAGI1GGI1G5OTkRIgacgqELGp0T4FIRlJBxOiJTqfDpEmTUFBQoJT2/fDDD/HnP/8ZJ598MlauXBnX7QeDQVxxxRW49NJL8cwzz8Dj8WD+/PlYunQp7r77bsybNw8333wzZs6ciQ0bNmDBggUoKyvDhAkT4tougogHHn81AMDl3Y3Ozk74g1Hc7a3qB0ZPsFQ1zejJYi5v0ap/pzSc+v7pDbMfTNtC6ukNPnXdBF+4a5rugHV+k09EyCeixa8u8SAy6i5Uc7XM7bMqjNSH1O7+Bo2NuXy7R10JgYWGV1cRAACYARPXVc1gH7cPPi4IeIZFWYu6mkmGXt3+mk521QhWhQujRn2sOhiVKACg3qsuW8AzKgMERQ00nAbDATQFNBACXcej1a8+Lt6wepqFUfEBAHS8+mVDi1/dJ4EoVTt8gnpfTU0h9fY72R1Q05QOydBVeaS2OR1cIAQ3oxLJLje7aklbUL1fuzvUfdoUYFddCQrqfTUx+srLmA8AnIyqIxoO0ApaDAPwY6cWYR8YdXy62OtmtNWv7qt6qCuRAECQ86mm1QS/U01r1rFfFtqlfNW0Ot8m5rwthnyYYAAwCz/he/gQQIt7m2o+QehkLq/Tqp+rghavaprk/wVzeZ5LV29LUp+XYYl9rmha1NuXxHaI+q7zzVllBB/UIBNu5vIGUX1dcX71uR5NLuhZzUT08sDuKDMTcSe5RyTEEUOyiRpOpxMOhwNFRUWwWtkloFIVOcqkN4HGYDDAYDAgOztbSYFwOp1KpAbL1yEZSEURA+hqd21tLcxmM0aMGIFJkybhoosugsfjQUsL+8Enlvh8Ptx00004//zzodVqkZmZiTPPPBP/+Mc/8M4776C0tBSzZ88GAEyZMgVTp07F6tWrScggCIIgCIIYCDguNtEUFJFBEPEj0aJGa2srWlpaUFJSArPZfNjrSybkKJPCwkLYbOy3aD3pmQLR3dfBbDYrooZOp377MpCkqoghG8maTCYMHz48Io1HLukab9LS0jBz5kwAXaa9+/btw5o1azBt2jRs374dY8eOjZh/zJgxeP/99+PeLoIgCIIgCAIHPDLUESWHtJ5BAgkZRFIzkKKGJEloaWmB0+lESUkJTCZ2WFuqIpfzPJwoE51Oh8zMTGRmZiqihtvthsPhgMlkgs1mg91uH3BRI5VFjOrqahgMBowYMSLhES51dXU444wzIAgCZs2ahfnz52Pu3LkYNWpUxHzp6eloa2tLUCsJgiAIgiCIeFBbW4u7774bmzZtgslkwgUXXIBbbrklKc3nScggUoa+iBo+ny9C1LDZbLBYLAcVNSRJQlNTE1wuF0pLS2EwRMnZTVHa29vhcDhQXFwMi8USk3V2FzXC4bAiajQ1NcFoNCqihl6vj8n2opGqIobf70dNTQ30en1SiBgAUFhYiK1bt6Kqqgp33XWXUkaZRTJUFCKI/iCKXXnsJSXFAIARI0bA5/NBr2V7XGSb1XnnWZK6clWOIY25vIlhR2BlBPkZdew3bJaw+hrLVKeiI3DA9kFr6Npg1lA7wgEB2gDLI0NNGOr8fIDtkWEKl6im6TXs3xS3r2/3CA3P/o3IMebBYOwSxUvKcxHwhzBESmfOm2VWr8OuU2/f72P1AKBh3M9sNvU0Tp1KDwAIMTwu0kzq5S06CRpD173eUmKHcOAYZTHsCMwMOw+7md2nJoN6+xqj2qOB06rPCQDgGd4Z4TT18Q+Y2MtLWhugP/AbVpABKRgGH1b/ppk72R4VoZB6v3I8jH0Ksj06skzq42/QMPrfxL7WRMb2eQ7QHLimbCU2CAEhqkdGjpfR1oD6ZIn2Kx/i/KppxlCZappJy66cZ+HU9zBzQL08AJj12cp1NXRYAQL+ELK8au8RQWDfF7RadUpyuqlQNa0I7LbmGNTRwKxrxWhiX6ucRf18HrJrIeq6ejeUlwU+FIYvk+2nIpjVLyk5rfoeLkns+5rojbwu/P6uz/LvS1wZALNPSZJw/fXXY/jw4fj000/R0tKCK6+8EtnZ2ZgzZ87hbzvGcJIkxSBGhSAShyiKcLvdaGtrQ0dHBwRBgEajgVarRSjU9UPSm6ghSRIaGhrg9XpRUlIS94H3QON0OtHU1ISioqKYiRi9IQiCImp0dnZCr9crokasBaJUFjGqq6uh1WpRUVGR8LQcFlu2bMFFF12Ek08+GVlZWVi2bJny3TPPPIMPPvgAb775ZgJbSBD9o7W1Ffv37090MwiCIIhBRllZGbKy2KL44eL1erFjxw6MHOGG2Xz4gonXy2P3HhtGjx6tSqHfvHkzZs2ahQ0bNijVGl955RWsWrUKH3zwwWFvO9Yk/hUgQRwmPM8jLS0NaWlpKlGje/qJ2+2GKIpK+ok8qK+rq0MgEEBpaWlSDigPh7a2NjQ3N6O4uHjA/D40Go0SOSMIAjweD1wuF1pbW6HT6RRRyWAwHNZb/VQVMQKBgCJijBw5MinOuW+++QZ33nkn1q9fr0SGyG8Xjj/+eKxZsyZi/s2bN5PRJ5FypKWloaysDAaDISlDZAmCIIjUQhRFBAIBpQJgPPEHtQB/+EKGn1ElSGb79u0oLCxURAwAGDt2LPbv3w+Px5N0BRBIyCAGFSxRQ04/kSM1fD4fPB4PfD4fnn/+eZx11lk47bTTkmJAGUtaWlrQ2tqaUL8PjUYTcTy6ixparVYRNYxGY79EjVQXMTQaDUaOHJk00T9jxoyBz+fD8uXLceONN8Ln82HFihWorKzE9OnTsWLFCqxatQqzZs3Cp59+is8++wyvv/56optNEP1Cq9XG7Y0ZQRAEcWQS78G9VqsFz/OorordszzP88yUZqfTqRJl5M9Op5OEDIIYKHoTNdxuNx577DFIkoT8/Hz89NNPEZEaqZz/3920tLS0FEYjOyd1oOF5XuljWdRwu93KwF6ufmIymXrt/1QVMYLBIKqrq8FxXFKJGEDXj/Czzz6Lhx9+GCeeeCK0Wi0mT56MBx54AFlZWXj66adx3333Yfny5SgoKMDy5ctVBqAEQRAEQRBEbNHr9Rg7dizCYbZHzaGg1WqZz6GpNv4hISPB1NbW4oEHHsCmTZug0Whw4oknYtGiRUhLS8OOHTtwzz33YPv27UhPT8ecOXOS0mglFeguarS2tmLu3LmwWq2YP38+NBoNeJ5XIjV6pp+k0kUtSRKam5vR3t6e1KalPUWNzs5OuN1u1NTUgOd5xVOjp6gxWESMZDwuo0ePxqpVq5jfVVZWYu3atQPbIIIgCIIgCAJ6vX5AXoBlZmaivb09YprT6VS+SzZIyEgw8+bNw7hx4/Dxxx+js7MT8+bNwyOPPILFixfjyiuvxIwZM/Dcc89hz549uPLKK1FYWIgzzjgj0c1OWVpbWzF79mwMGzYMjz32GLRarSr9JFVFjVStvCILFzabDZIkKaJGbW0tACiiBtAl/KWaiBEKhVBdXQ1JkjBy5MikiZAhCIIgCIIgCJnx48ejvr4eTqdTedbevHkzhg8fPiAFA/oLuV0lELfbjXHjxmHhwoWwWCzIzc3FBRdcgG+//RaffPIJQqEQbrnlFlgsFvziF7/ArFmz8NprryW62SlNfX09Tj31VPzxj3+EXq9XIjXKysowfvx4DB8+HBkZGRBFEYIggOM4+P1+1NfXY9euXaivr4fb7UayFfuRJAkOhyPlRIyecBwHq9WKIUOGYMSIESgsLATHcairq0N1dTUMBgN0Ol3S9X80eooYifIqIQiii9raWsydOxe/+MUvcNxxx+HRRx8dmLJ5Mebzzz/H8ccfj5tuukn13b/+9S+ceeaZGD9+PM455xx8+eWXCWhh/6mtrcW8efMwadIkHHfccbjtttvQ0dEBANixYwd+/etfY8KECTjppJPw97//PcGt7Rs7d+7E5ZdfjsrKShx77LGYP38+mpqaAAAbNmzAjBkzMH78eJx++ulYt25dglvbfx588EFUVFQon1N5nyoqKjBu3DiMHz9e+bvvvvsApPZ+AcBTTz2FE044AUcffTQuv/xy1NTUAEjN/fr2228jjtH48eMxbtw45TxMxX1KJkaPHo0JEybg/vvvh8vlwq5du/DMM8/g0ksvTXTTmJCQkUBsNhuWLVsWYT5WX1+PzMxMbN++HaNGjYJG83Nt7zFjxmDr1q2JaOqgYfz48Vi4cCHT4KanqDFixAhkZGRAEIQIUaOhoSFC1Ej0Q7AkSWhsbITH40FZWVlSeS8cDhzHwWKxKOknmZmZMJlMaGhowO7du5Om/6MRDodRU1MDQRAwYsQIEjEIIsFIkoTrr78eGRkZ+PTTT/HPf/4T77//Pl544YVEN61f/O1vf8P999+P0tJS1Xdbt27F7bffjvnz5+Pbb7/FZZddhuuuuw6NjY0JaGn/mDdvHtLT0/Hxxx9j7dq1+Omnn/DII4/A5/PhyiuvxDHHHIMNGzbgySefxFNPPYV///vfiW5yrwSDQVxxxRWYOHEivvrqK7z33ntoa2vD0qVL4XA4MG/ePFx00UX45ptv8Ic//AGLFy/G5s2bE93sPrNjx46IlMPBsE/r16/Hli1blL+77ror5ffr5ZdfxkcffYTXXnsNn3zyCYYMGYK///3vKbtfEydOjDhGW7ZswbXXXotp06al7D4lG3/605/gdrtx4oknYs6cOfj1r3+N3/zmN4luFhMSMpKILVu24MUXX8S8efOYrrHp6elob29P2oHbYEL2cOiLqJHIQbUkSWhoaIDX6x2U5WNlT4y8vDzlb/jw4SgpKYFGo4HD4cCePXtQV1cHl8uVNNdGOBxGdXU1wuEwRowYMWClbwmCiM6WLVuwa9cuLF68GGlpaRg2bBiuvPJKvPrqq4luWr8wGAxYvXo1U8h48803cdJJJ+Hss8+G0WjEzJkzMXLkyKT3uBmMEao+nw833XQTrr76auj1emRmZuLMM8/Ejz/+iHfeeQelpaWYPXs2TCYTpkyZgqlTp2L16tWJbnafEEURd999Ny6//HJlWqrvUzRSfb+ee+453HXXXSgsLERaWhqWLVuGJUuWpPx+ydTX1+OFF17AbbfdNmj2KdHk5+fjmWeewQ8//ICvvvoK119/faKbFBUSMpKETZs2Ye7cubjllltw8sknJ7UXw5FGX0WN+vp67N69G3V1dQMiakiShLq6Ovh8vkEtYvT0xOA4DiaTCXl5eRg2bJiy783Nzdi9ezdqa2sVv5NEIEdihEKhpM0pJIgjke3bt6OwsBDp6enKtLFjx2L//v3weDyJa1g/mT17Nmw2G/O77du3Y+zYsRHTUiGaczBGqKalpWHmzJnQarWQJAl79+7FmjVrMG3atJQ9TjKvvvoqjEYjpk+frkxL9X0CgOXLl+OEE07ACSecgLvuugudnZ0pvV8OhwONjY2oqqrCGWecgcmTJ2PBggVwOp0pvV/defzxx3HhhReioKBg0OwT0XdIyEgCPvroI1x11VVYtGgRLrvsMgDRXWMzMjLA83TYEkVvooYoiuA4DoFAQInUiJeoIYoiamtrEQwGUVpaykyVSWX6Wp2E4zgYjUbk5uaivLwcZWVlMBgMaG1txZ49e1BTU4P29vYBEzUEQVCOy4gRI5Ku3jZBHMmwIh3lz7Ire6rjdDojhBqgax/b2toS06BDZDBFqNbV1WHcuHE4++yzMX78eMyfPz/qPqXCcWppacHKlSuxdOnSiOmpvE8AFN+c9evX44UXXsD//vc/LF26NKX3q7GxERzH4cMPP8Rrr72Gt99+G3V1dbjrrrtSer9k9u/fjw8//BC///3vAaT+OUj0HxoRJ5jvv/8ed9xxB5588kmce+65yvTx48dj165dETWDN2/ejAkTJiSimQQDlqiRmZkZNf0kVqKGLGKEw+EjWsToiSxq5OTkoLy8HEOHDoXJZEJbWxt2796N6upqtLe3x7QOd3cEQUBNTQ0CgQCGDRtGIgZBJBlHQqRjtH1MpX0fbBGqhYWF2Lp1K9avX4+9e/fi1ltvTenjtGzZMlx88cUoLy+PmJ7K+wQAr732Gi6++GJYrVYMGzYMCxcuxLvvvhv1mSEV9isUCiEUCuHWW29FRkYGhgwZghtvvBEffvhhyh8vAHjppZdw+umnK2VBB8M+Ef2DhIwEEg6HsXjxYtx222341a9+FfHdSSedBIvFguXLl6OzsxPffPMNXn/99aR1jT3SkUWN0tLSCFGjZ/WTwxU1ZBFDFEXFJ2IwcagiBguDwYDs7GyUl5dj2LBhsFgscDqd2LNnD6qqquB0OmMmasiRGH6/H+Xl5Uq5WIIgkodokY7yd4OBjIwMVXSJ0+lMmf0brBGqHMehrKwMt912G959911otVrmPiX7cdqwYQO2bt2Ka665RvVdRkZGSu5TNIqKiiCKInieT9n9kqOzur9YKSwshCRJCIVCKbtfMh988AHOOuss5fNgOweJg5MavwCDlP/973/46aefcM8996hKCTU3N+Ppp5/G//73Pxx33HG4/fbbcdttt+Hkk09OdLOJgxBN1JAkKaqo0RejSvmNvyRJKC4uJhGjH+j1emRlZWHo0KEYPnw4bDYbOjo6FFGjra0NoVDokNYtiqLiVVJeXq4KazwSueyyy/DQQw9FTFu5ciV+/etfJ6hFBNEV6VhfXx8x0N+8efOg8rIZP348tm3bFjFty5YtKRHNOdgiVL/55hucdtppEe2Wf+ePP/541XFKhX1at24dGhsbcdJJJ2Hy5Mm44IILAACTJ09GRUVFSu4T0FWB5ZFHHomYtm/fPuj1epxyyikpu1+lpaWwWq0R7a+rq4NWq03p/QKAPXv2oKmpCZMmTVKmse5/qbRPRP8hISOBVFZWYteuXaoyQlu2bEFhYSFGjBiBV155BZs3b8bHH3+MSy65JNFNJvpJd1Fj3LhxUUWNxsbGXkUNWcTgOI5EjMNEp9MhMzMTZWVliqjhdrvx448/Yv/+/WhtbUUwGOzTuuQIGa/Xi6FDh6py049Uzj33XPzrX/+KOI///e9/RxjDEcRAM3r0aEyYMAH3338/XC4Xdu3ahWeeeWZQRTrOnDkTX375Jd577z34/X68+OKLqK6uxnnnnZfopvXKYIxQHTNmDHw+H5YvXw6fz4e2tjasWLEClZWVmD59Ourq6rBq1Sr4fD6sX78en332GWbNmpXoZvfKHXfcgQ8++ABr167F2rVr8cwzzwAA1q5di3POOScl9wkAsrKy8Morr2DVqlUIhULYt28fnnjiCVxyySWYMWNGyu6XTqfDzJkz8dhjj6GxsRHNzc1YuXIlzj33XJx33nkpu19Al/g0ZMiQiGiTVL2uiEOHkyRJSnQjCOJIQxRFdHZ2oq2tDR0dHQiFQuB5HjqdDuFwGIIgwG63w2azQavVorq6GmazGUVFRSkTSttXBlLE6I1wOAy32w23243Ozk4YjUbYbDbY7Xbo9XrV/KIoKmV3hw4dSqGL3ejs7MSvfvUr/OUvf8Fxxx2HmpoaTJs2DZ999hn1E5FQGhsbsWTJEmzcuBEWiwW/+c1vkrq0HIvx48cDgPKmX/ZJ2rJlC4Au0XD58uWor6/HsGHDsHjxYlRWViamsX3ku+++w6WXXsq8165fvx5erxdLlizBtm3bkJWVhauuuiolXu7s2LEDDz/8MLZu3QqtVovJkyfjzjvvRF5eHr777jvcd9992Lt3LwoKCrBw4UKcfvrpiW5yv6itrcXUqVOxa9cuAEjpffr222/x2GOPYffu3cjIyMDZZ5+NG2+8EXq9PqX3KxgM4qGHHsK7774LnucxZcoU3HnnnbBarSm9X8899xzeffddvPXWWxHTU3mfiP5DQgZBJBhRFOH1etHa2qoSNdra2nD//ffjlFNOwZw5c2Cz2QaVkJEsIkZPBEGIEDX0er0iahgMhggRo6ysLKJkINHFwoULodPpsGzZMjz77LP49ttv8fTTTye6WQRBEARBEMQggIQMgkgiuosa+/fvx7333ouioiIsWLAAHMdBEARlQG21WlNa1EhWEaMngiDA4/HA7XZj1apV+Prrr3Hcccfhl7/8JU444QTk5uYmuolJyRdffIH58+fjq6++wuzZs/G73/0O55xzTqKbRRAEQRAEQQwCSMggeqW2thYPPPAANm3aBI1GgxNPPBGLFi2C2+3G1KlTVWGgCxYswNy5cxPU2sGDw+HA7NmzMXbsWNxwww1wu90RkRqCICAcDqesqJEqIkZPPB4P1q1bh88//xw//PADcnNzccYZZ2DGjBkYOXLkgLQhVa5JURRx8skn47rrrsOjjz6KL774AiaTacDbQRAEQRAEQQw+SMggemX69OkYN24cFi9ejM7OTsybNw+jRo3CvHnzIvIiidjh8/kwffp0HHvssbjnnnug0WiUSI22tja0t7entKiRqiKGKIpwOBxob29HUVER0tLS8MUXX+CDDz5AR0eHYnoWb1LpmnzkkUfw+uuvY8qUKSpHeIIgCIIgCII4VJJ3tEMkHLfbjXHjxmHhwoWwWCzIzc3FBRdcgG+//TbRTRvUaDQaLFiwAPfee69SnYTneVitVpSUlGDcuHGoqKhAVlYWRFFEOBwGz/MIBAJwOBzYtWsXamtr+1TSdaBJZRGjqakJ7e3tKCwsRF5eHoxGI0477TQ8+uijAyZipNo1ed5558HtdlO1EoIgCIIgCCKmaBPdACJ5sdlsWLZsWcS0+vr6iKoDt956K7744gsYDAacc845mD9/PnQ63UA3dVCh1+t79RKQRQ2r1YqioqKISI2eokZdXV3SRGqkqogBAM3NzXA6nSgoKEB+fn7C2pFq16TT6cSQIUNU5RQJgiAIgiAI4nAgIYPoM1u2bMGLL76IFStWQK/X4+ijj8bpp5+Oe++9F3v27MENN9wArVaLBQsWJLqpRwwsUcPpdPYqash/AylqpLKI0dTUhLa2NuTn52PIkCGJbk4EyXxNNjU14YEHHsDcuXOTOtWJIAiCIAiCSD3II4PoE5s2bcK8efNw3XXX4bLLLmPO89JLL+Gvf/0rPv/88wFuHdET2VNDFjWCwSDTU8Nms8FqtSopLPEglUWM5uZmtLS0IC8vD0VFRYluTgTJfE0+88wzeOqppzBjxgwsXbqUhAyCIAiCIAgiptDTJXFQPvroI1x11VVYtGhR1AETABQVFaGtrQ2kjSUeOVKjuLgYY8eORUVFBbKzsyFJkhKpEQwG0dTUhN27d6OmpgYdHR0QBCGm7UhlEaO1tRUtLS3Izc1NOhEj2a/Jq666Cv/73/9w7733kohBEASRAjz11FP47W9/G/X7m266CXfccUfMt/vtt99i/PjxCAaDMV83QRCDG0otIXrl+++/xx133IEnn3wyIs99w4YN2LJlC6666ipl2r59+1BYWAiO4xLRVCIK3dNPCgsL4fP5VJ4aoVAITU1NqK+vh9VqVTw1DidSI9VFjKamJmRnZ6OwsDDRzYmArkmCIIgjjylTpsDhcESIwzk5OTjjjDNw4403wmw2H9b6r732Wlx77bWH28x+M3HiRGzZsmXAt0sQROpDQgYRlXA4jMWLF+O2225TmfWlp6djxYoVKCoqwhlnnIHt27fjueeew+9///sEtZboCzzPw2KxwGKxMEUNjuNiImqksojR1taGpqYmZGVlobi4OKkiCuiaJAiCOHJZvHgxLrnkEgCAJEnYu3cvFixYgM7OTtx3330Jbh1BEMTAQh4ZRFS+++47XHrppdDr9arv1q9fj+3bt2PFihWorq5Gbm4uZs2ahTlz5iTVwI/oG6IoRogawWAQHMdBr9crnhp9FTVSWcRwOp1obGxEZmYmSktLk+5cpmuSIAjiyGTKlCm48sorFSFDZt26dXjwwQfx9ddfA+iqZHXvvfdi48aNsNlsOOWUU3D77bfDYrHA5/Nh6dKl+Oyzz+D3+1FRUYHFixdj3LhxWLFiBT7//HO8/vrrAIDXX38df/3rX9HR0YEZM2agra0NJpMJDz30EO644w4EAgE8/vjjAIBAIIAJEybgH//4ByZPnoxgMIiHHnoI//rXvyBJEiZMmIAlS5agpKREtV8bN27E7NmzsXnzZhgMhjj3IkEQgwmKyCCiUllZiV27dkX9vrCwEKeffvoAtoiIF32J1JA9NXqL1EhlEaO9vR2NjY3IyMhIShEDoGuSIAiCiER+8SBz8803Y9y4cXj88cfh9Xpx880345FHHsE999yDF154AS0tLfi///s/GAwGPPvss7jrrrvw1ltvRaxz7969WLJkCf785z/jpJNOwtq1a/HAAw/grLPO6lObVq5cid27d2PdunVIS0vDk08+iWuvvRbr1q1Lyt9WgiBSE7qbEAQRgSxqFBcXY/z48Rg1ahRycnIAQCVqyEah7e3t+Omnn/DTTz+lpIjR0dGBhoYGpKeno6ysjB60CIIgiKRGFEXs3LkTf/vb3zB9+nQAwM6dO7F582bceuutMJlMyMrKwg033IB169YB6PJ/0ul0MBqN0Ol0uOaaa7BmzRrVuj/88ENUVFTgtNNOg16vx8yZM1FQUNDntr366quYN28e8vLyYDQasWDBAlRXV2Pr1q2x2XmCIAhQRAZBEAdBjtQoLi5GZ2cn01Pj888/x7Jly7B48WIUFxdDEIS4lnSNJS6XC/X19UhLS8PQoUNJxCAIgiCSkvvvvx8PPvgggC4hw2g04re//S2uv/56AEBNTQ0EQUBlZWXEcoIgoK2tDXPmzMHvf/97nHTSSTjxxBNx2mmn4bTTTlNtx+FwqIQLVloIi46ODrS3t+Pqq6+OiBQRRRENDQ2YMGFCv/aZIAgiGiRkECnNzp078dBDD2Hr1q3QarWYPHkyFi1ahNzcXGzYsAHLli3Dvn37kJ+fjxtuuAEzZsxIdJNTmp6ihtPpxNdff41ly5bhkksuwahRo9Dc3IyGhgZYLBbY7XbYbLakFTXcbjfq6+ths9lQXl5OIgZBEASRtHQ3+/ziiy9w3XXX4fzzz4dOpwMAcBwHs9mM//73v1HX8c477+Cbb77Bp59+iqVLl+Jf//oXnnjiiYh5WKVQRVGMus7udnvy7+grr7yC8ePH93nfCIIg+gs9tRMpSzAYxBVXXIGJEyfiq6++wnvvvYe2tjYsXboUDocD8+bNw0UXXYRvvvkGf/jDH7B48WJs3rw50c0eNFgsFjQ1NWHZsmW46aabcOmllwL4Of0kHA6jubkZu3fvRnV1Ndrb2yEIQoJb/TNutxt1dXWwWCwYNmwYiRgEQRBEynDCCSdg6tSpuOuuuxQhoaSkRPGqkvF4PHA6nQCAzs5OCIKA4447DnfccQfeeOMNvP/+++jo6IhYd25uLhobGyOmVVVVKf83GAwIhULK54aGBuX/NpsN6enp2L17d8TytbW1h7nHBEEQkdCTO5Gy+Hw+3HTTTbj66quh1+uRmZmJM888Ez/++CPeeecdlJaWYvbs2TCZTJgyZQqmTp2K1atXJ7rZg4aamhpceeWVWLhwIS677DIUFRVh3LhxGD16NHJzcwEkr6jh8XgUEWP48OFJGzFCEARBENG48847sXPnTrz22msAgJEjR+Loo4/Ggw8+CKfTCZfLhbvvvhu33347AOCGG27Aww8/DI/HA1EU8cMPPyA9PR02my1ivSeddBJ27NiBjz/+GMFgEC+//DKampqU74cOHYpt27bB5/NBFEX84x//iPgd/fWvf42nn34aP/30E0KhEFatWoWLLroIPp9vAHqFIIgjBRIyiJQlLS0NM2fOhFarVeqpr1mzBtOmTcP27dsxduzYiPnHjBlDRlMxJCMjAytXrlSVgjObzQcVNVpaWhImanR2dqK2thZms5lEDIIgCCJlyc7Oxs0334xHH30UDocDALB8+XKIoogpU6ZgypQpCIVCeOihhwB0eWzU1tbilFNOQWVlJVatWoWVK1eqIhKPOuooLF68GPfccw+OPfZY7Nq1C2effbYShXHhhRdi+PDhOP3003H++efjV7/6FYxGo/Jbfu211+JXv/oVfvOb32DixIlYv349/va3v8FkMg1g7xAEMdjhpO6JbQSRgtTV1eGMM86AIAiYNWsW7r77bsydOxejRo1S3kIAwBtvvIGVK1fik08+SVxjj2C8Xq9iFBoIBMBxHHQ6HSRJQigUUjw1rFYrtNr42PfIIbdGoxEjRoyI23YIgiAIgjg4GzduxOzZs7Flyxbo9fpEN4cgiBSCnuKJlKewsBBbt25FVVUV7rrrLtx6660RTtndiTadiD9ms1mJ1uguagSDQaX6SUtLi2IUarPZYLPZYiY2+Hw+1NTUwGAwkIhBEARBEElAdXU1zGYziRgEQfQbepInBgUcx6GsrAy33XYbLrroIpx88slob2+PmMfpdCIzMzMxDSQi6Iuo0draisbGxpiIGn6/H9XV1dDr9Rg5ciSJGARBEASRYJ566ik8/fTTuPLKKxPdFIIgUhDyyCBSlm+++QannXYawuGwMk0uD3b88cdj27ZtEfNv3ryZ6pcnISxPDVnM6C5q7NmzB9XV1XA6nRHH/GCQiEEQBEEQyce1116LH374Addff32im0IQRApCQgaRsowZMwY+nw/Lly+Hz+dDW1sbVqxYgcrKSkyfPh11dXVYtWoVfD4f1q9fj88++wyzZs1KdLOJXugpauTl5YHneUXUCIfDiqhRVVV1UFEjEAiguroaWq0WI0eOhE6nG8C9IQiCIAiCIAgiHpDZJ5HS7NixAw8//DC2bt0KrVaLyZMn484770ReXh6+++473Hfffdi7dy8KCgqwcOFCnH766YluMnEIeL1eOJ1OtLe3w+/3g+M46PV6iKKIUCgEs9kMu90ekX4iixg8z6OiooLybwmCIAiCIAhikEBCBkEQKYUcfdNd1JCrn9TW1uKVV17Bsccei/HjxyM9PR0VFRUwGAyJbjZBEARBEARBEDGChAyCIFKWnqKGIAj46KOP8OWXX+Knn37CMcccg7PPPhtnnHEGsrOzB6xdtbW1eOCBB7Bp0yZoNBqceOKJWLRoEdLS0rBjxw7cc8892L59O9LT0zFnzhzMmTNnwNpGEARBEARBEKkOCRkEQQwKZFGjtbUV4XAYmZmZ+Oyzz7B+/Xr88MMPePHFF3HMMccMSFumT5+OcePGYfHixejs7MS8efMwatQoLF68GKeffjpmzJiB6667Dnv27MGVV16JBx54AGecccaAtI0gCIIgCIIgUh0SMgiCGHRIkgSO45TPTqcTdrsdGo0m7tt2u9148MEHsXDhQmRlZQEAXnrpJbzwwgu46aabsHTpUnz11VdKWx577DHs2LEDzz33XNzbRhAEQRAEQRCDAapaQhADwM6dO3H55ZejsrISxx57LObPn4+mpiZs3LgRFRUVGD9+fMTf+++/n+gmpzTdRQwAyMjIGBARAwBsNhuWLVumiBgAUF9fj8zMTGzfvh2jRo2KaMuYMWOwdevWAWkbQRAEQRAEQQwGSMggiDgTDAZxxRVXYOLEifjqq6/w3nvvoa2tDUuXLgUAFBYWYsuWLRF/06ZNS2yjiZixZcsWvPjii5g3bx6cTifS0tIivk9PT0d7eztEUUxQCwmCIAiCIAgitSAhgyDijM/nw0033YSrr74aer0emZmZOPPMM/Hjjz8mumlEnNm0aRPmzp2LW265BSeffLIqUoQgCIIgCIIgiP5DQgZBxJm0tDTMnDkTWq0WkiRh7969WLNmjRJ1IZtBTpo0Caeffjqef/55kHVN6vPRRx/hqquuwqJFi3DZZZcBADIzM9He3h4xn9PpREZGBniebscEQRAEQRAE0RfoyZkgBoi6ujqMGzcOZ599NsaPH4/58+fDarVi5MiRmD17Nj777DPcfffdWLlyJVavXp3o5hKHwffff4877rgDTz75JM4991xl+vjx47Fr1y6Ew2Fl2ubNmzFhwoRENJMgCIIgCIIgUhKqWkIQA4gkSaiqqsJdd92F3NxcLF++XDXPI488gu+//x6vvvpqAlpIHC7hcBgzZszAFVdcgYsuuijiu2AwiLPOOgtnnnkmrr/+emzbtg1XX301nnjiCZx88skJajFBEARBEARBpBYkZBBEAtiyZQsuuugibNiwAZmZmRHfvfzyy3j++efx4YcfJqh1xOHw3Xff4dJLL4Ver1d9t379eni9XixZsgTbtm1DVlYWrrrqKlxyySUJaClBEARBEARBpCbaRDeAIAY733zzDe68806sX78eWm3XJSdXqNi4cSNcLhdmzZqlzL9v3z4UFxcnpK3E4VNZWYldu3b1Os8rr7wyQK0hCIIgCIIgiMEHeWQQRJwZM2YMfD4fli9fDp/Ph7a2NqxYsQKVlZUwGo146KGH8PXXXyMcDuPLL7/E6tWrcemllya62QRBEARBEARBEEkJpZYQxACwY8cOPPzww9i6dSu0Wi0mT56MO++8E3l5eXjttdfw/PPPw+FwoKioCHPnzsX555+f6CYTBEEQBEEQBEEkJSRkEARBEARBEARBEASRMlBqCUEQBEEQBEEQBEEQKQMJGQRBEARBEARBEARBpAwkZBAEQRAEQRAEQRAEkTKQkEGkJK+99hpOPfVU+P1+AEBraysqKyvxf//3fwluGUEQBEEQBEEQBBFPSMggUpKLL74YBQUFeOaZZwAAf/zjH3H88cfj9NNPT3DLBgcPPvggKioqlM8bNmzAjBkzMH78eJx++ulYt25dAltHEARBEARBEMSRjDbRDSCIQ4HjONx3332YNWsWRo4ciQ8//BDvvvtuops1KNixYwfWrl2rfHY4HJg3bx5uvvlmzJw5Exs2bMCCBQtQVlaGCRMmJLClBEEQBEEQBEEciVBEBpGylJeX47LLLsOCBQuwcOFC5OTkJLpJKY8oirj77rtx+eWXK9PeeecdlJaWYvbs2TCZTJgyZQqmTp2K1atXJ66hBEEQBEEQBEEcsZCQQaQ0dXV1MJlMeOGFF1BRUdHr3+9+97uEtHHNmjWoqKjATz/9xPx+xYoVqKioQCAQiPjcGxs3bkRFRQU+++yzmLb11Vdfxd69e/HBBx8o07Zv346xY8cqn9esWYP33nsPmzZtisk2f/jhB9x444044YQTMG7cOJx44om46qqr8PHHH0dd5u2330ZFRQVmzpwZkzYQBEEQBEEQBJE6UGoJkbJs2LABn376KV555RVccsklePbZZzFq1CgAwN13341t27ZFRA3odLpENTXmHH300fjiiy+QlpYWs3W2tLRg5cqVeO6556DT6XD++ecD6BIajEajMt/ZZ5+N9vZ2vPDCC4e9zddeew1Lly7FjBkz8MQTT6CgoAANDQ147bXXcM0112DevHlYsGCBark33ngDo0ePxubNm7Fnzx6MGDGi1+28+eabePvtt/Hiiy8edpsJgiAIgiAIgkgsFJFBpCSBQAB33303br31VowaNQpXXXUVli9fjoyMDOTk5MBgMECj0SAnJ0f5S09PV60nGAwOfONjgF6vR05ODvR6fczWuWzZMlx88cU46qijYLfblelutztiPqPRCJvNBp4/vNvHzp07ce+992Lu3Ll4+OGHUVlZiYKCAvzyl7/EI488gjlz5uBvf/sb9u3bF7Hcvn378N133+HWW29FQUEB3nzzzYNu67///W+v36fqeUAQBEEQBEEQRyIkZBApyZ///GdkZ2fjvPPOAwDMnTsXPp8Pzz33XK/LyWken332GaZOnYqLL74YAPC73/1O+b8MK32juroaN9xwAyZOnIjx48fjggsu6DUF4nDYvn07Lr74YowfPx4nnHCCUqElWtveeOMNTJkyBePGjcOMGTPw1VdfYfr06bj55psBALW1taioqMArr7wSsZ077rgDEydOxNatW3HNNdfgd7/7Ha6//noAwJQpU9DR0YEff/wRFRUV2LhxI9asWYPFixfDYrEAAG655Race+65+O6773D++edjwoQJmDJlCl5//fVe9+8f//gHLBYLbrjhBub3N954Iz799FMMHTo0Yvrq1auRn5+P4447DjNmzMC6desQCoWibud3v/sd3njjDXzzzTeoqKjAmjVrlP775S9/iV/+8pc44YQTlPlvueWWiJSkUaNGYezYsdi8ebMyj8PhwIIFCzBx4kQcc8wxuOyyy7Bly5aI7f7zn//EtGnTMG7cOBx//PFYsmSJShQiCIIgCIIgCKL/kJBBpCS33HILXn75ZXAcB6ArQuGDDz7A1Vdf3afl//a3v+HBBx/E008/3edttre34ze/+Q2qq6vxl7/8BW+//TaOOeYYXHvttfj6668PaT96495778X111+PtWvXYvr06Vi+fHmEd0V3vv76ayxevBgnnHAC1q5di8WLF+PJJ59EQ0NDn1JqAoEAGhsbcdJJJ2HTpk3YvXs3gK5oDJPJBJvNhi+++AJHH320sszIkSMBdKXstLW14U9/+hMWL16Md999F0cddRSWLl2KmpqaqNvcuHEjjj32WBgMBub3ZrMZ2dnZEdPC4TDefvttnH/++eB5HhdccAFaW1vxySefRN3OihUrMHbsWCUd5+yzz1Yq3AiCgIqKCrz11lsAgLVr1+Ldd99FSUkJ/vOf/2DdunX41a9+haysLGV/g8EgLrvsMtTX1+PZZ5/FG2+8gfT0dFxxxRVwOBwAgKeffhoPPPAAzj33XLzzzjtYtmwZPvvsM1x33XW9HQaCIAiCIAiCIPoACRnEEcmZZ56JyZMnIy8vr8/LrF69Gi0tLXj88cdRWVmJYcOGYdGiRRg5ciSeffbZmLfx8ssvx0knnYTy8nLcdtttKCoqiiiL2p0333wT6enpWLJkCYYNG4ZJkyZh8eLFcLvditjTGxaLBR988AHWrl2L8ePHK1EQ77zzDoxGI3w+H/71r39BEAQl8uDss89Wlm9qasJdd92FX/7ylygpKcHcuXMhCAK2bt0adZtNTU0YMmRIf7oEn3zyCVpbW3HhhRcCAEpLSzFp0qRe00vS09Oh1Wqh0+mQk5MDo9GopOQUFhYiLy8PhYWFAIDTTjsNCxcuRH5+PoqKilBRUYHZs2fD4XAo4s6HH36Iffv2YdmyZTjqqKMwbNgw3HPPPTjxxBNRU1ODUCiEv/3tbzj77LNxzTXXYOjQoTj55JOxaNEibNy4ET/88EO/9pkgCIIgCIIgiEhIyCCOSMaNG9fvZX744Qfk5OSgvLxcmcZxHI499lh8//33sWweAKCysjJiO6NHj45a+WTPnj0YPXo0tNqf/XvHjRsXYdLZGzzPIz8/H/n5+dDr9UoUR35+PjQaDY477ji89dZbmDRpkhIV0j3lw2w2KxELABQT0o6Ojqjb1Gq1EEWxT+2TeeONNzB58mQUFxcr0y688EJ8/vnnaG5u7vN6zjjjDABARkZGxHSdTodNmzbh+++/x5gxY1BRUaFE+bS3twMANm/eDJPJhGHDhinLpaen449//CMqKyuxd+9euN1uTJ48OWLdxx13HADE5VwhCIIgCIIgiCMJqlpCHJHYbLZ+L+N2u9HS0hKRXgEAoVAIoVAIPp8PJpNJtZxGowGAqIP2cDgMjuOU+WR6ViQxmUzw+XzMdXg8HpSUlKimH8p+Al2pOrt27VI+Z2dnK1Ena9aswR/+8IeI+c1mc8RnOQpEkqSo28jLy+s19aQnDocDn3/+uZIO0pO33noLV111VZ/XB6gr2fzxj3/Ep59+ipKSElx33XUYNWoUXnnlFbz88svYsWMHTjrpJLjd7qjpMMDP5qj3338/li1bpvq+P4ILQRAEQRAEQRBqSMggiCj4/f6Iz3a7HUVFRVHTSKINbnNzcwEADQ0NzDKhNTU1yMnJiYimALoGxJmZmcpnl8ulGGz2JJrIIUcRAIiaYtJzPweKE044AW+++SbcbjdTcAmFQnjttddw4YUXwmQyYc2aNTCbzXjhhRdUFVOeffZZrFmzpt9CRk/ee+89TJs2DX/84x+VaZMmTcLLL7+ML774AldffTVsNhvcbjdEUWRWbpEFqIULF+Lkk09WfX+o4hJBEARBEARBEF1QaglBoGvw2bOixM6dOyM+/+IXv0BjYyOsVitKS0uVP41Gg6ysrKjlSI8++mjY7XbFYLI7TU1N+OSTT3DmmWeqvuuegiCKInbs2MEUQgBg2LBh2LlzZ0TUx6ZNmyKqecgD7O77KUmSaj9Z9BZZcahccsklCIfDzKgFAHjyySexbNky7N27F5Ik4c0338Rpp52GsWPHYvTo0RF/F110Efbt24dNmzYd1j54PJ4I8QgA3n77bQA/p8lMmDABgiBEHB+fz4ff/va3+OCDDzB06FDY7XbU1dVFnCdFRUUIh8Oq9RMEQRAEQRAE0T9IyCAIdA1O9+/fjw0bNkAURXzzzTd4//33I+a54IILkJaWhvnz5+O///0vamtr8d5772HmzJl46qmnoq7baDRi0aJFeOedd3DPPfdg8+bNqKqqwgcffIDZs2cjKytLKXcK/Dzgfv755/Hll19i7969eOSRR+BwOHD++eczt3HuueeiqakJ999/P3766Sd8/fXXeOihhyLe/lutVpSXl2P9+vVwOp3wer1YsWJF1HQVGbvdju3bt2PHjh1oaWk5aF/2lWHDhmHp0qVYu3Yt5s2bh40bN6K+vh7ff/89Fi5ciOeeew6LFy/G2LFj8fXXX6OmpibCYLQ7kyZNQnZ2dlTTT7vdjv3792PLli1oaGiI2qajjz4aa9euxdNPP409e/Zg0aJFKCgoANDlI9LR0YGpU6eirKwMS5cuxXfffYe9e/diyZIl2LVrFyZMmACtVovf//73ePnll/HPf/4TVVVV2LFjB/7whz/g4osvRlNT0+F3HkEQBEEQBEEcwZCQQRAAfvvb32LGjBlYsGABKisrsWrVKtxxxx0Aukp0Al2Gji+//DIyMzNx1VVXYdq0afjTn/6Eyy+/HLfcckuv6z/vvPPw/PPPo7q6GldeeSXOOeccLF++HKeeeqpScUQmHA7DZDLhzjvvxOOPP45zzz0X//rXv/CHP/wBp556KnP9p556Kv7whz/gP//5D84991w88MADuPnmm2G32yPme/jhh8FxHE455RRMmzYNer0e06dPRzgcjtr2q6++Go2Njbj88st7jXg4FC688EK88sorMJvNuP3223HmmWdiwYIFEAQBr7zyCi655BIAXRVjMjIycPzxxzPXo9FocOaZZ+L999+H1+tVfT9nzhxIkoQ5c+bg3//+d9T2LF26FBkZGfjjH/+Iyy67DIWFhTjmmGPAcRz27duHl156CQaDAatWrUJ5eTmuueYaXHTRRWhqasLf//53pQrL1Vdfjdtvvx0vvfQS/t//+3+47LLL4HK58NJLLympRgRBEARBEARBHBqcFI+YcYIgkoIpU6Zg0qRJeOihhxLdlKRi/PjxAKAIOLI/yZYtWyBJEv7yl79g9erVcDqdGDp0KObPn8/0uyAIgiAIgiAIYuAhIYMgBjEkZBAEQRAEQRAEMdig1BKCIAiCIAiCIAiCIFIGisggCIIgCIIgCIIgCCJloIgMgiAIgiAIgiAIgiBSBhIyCIIgCIIgCIIgCIJIGUjIIAiCIAiCIAiCIAgiZSAhgyAIgiAIgiAIgiCIlIGEDIIgCIIgCIIgiP/P3pnHOVKV6/+pqlT2pffpbdZuQHZBdIQrqKgggooo4kVcUMEfuAAii4wCKoioiFeuV8UN4V6vC6B4QVG8et0FRZQdhpme6fSW3pJ09lp/f2SqSPqc6k66k3TS83758Jnu6qo6J1WnKnWeet/nJQiiZSAhgyAIgiAIgiAIgiCIloGEDIIgCIIgCIIgCIIgWgYSMgiCIAiCIAiCIAiCaBlIyCAIgiAIgiAIgiAIomUgIYMgCIIgCIIgCIIgiJaBhAyCIAiCIAiCIAiCIFoGEjIIgiAIgiAIgiAIgmgZSMggiCbGNM217gJBEARBEARBEERT4VrrDhAEwWKaJgzDQD6fh2EYkGUZkiRBkiSIIumPBEEQBEEQBEHsvwgmvfIliKbCNE2oqgpd16EoCnRdt/8miiJcLhdcLhcJGwRBEARBEARB7JeQkEEQTYRhGLaIIQgCNE2DYRgQRRGmadqRGtZlK4oiJEkqi9gQBAGCIKzxJyEIgiAIgiAIgqgPlFpCEE2AaZpQFAWKojhGWVgChfU3S9jQNA2qqtp/lySpLGqDhA2CIAiCIAiCINYTJGQQxBpjpZLMz88jmUxiy5YtEARhWaPPaoUN618SNgiCIAiCIAiCaGVIyCCINUTXdaiqCsMwbHFhpSLDSoQNK/qDhA2CIAiCIAiCIFoFEjIIYg2wBAZN0wCgTHyoFZUKG4sNREnYIAiCIAiCIAiimSEhgyAajGXoaRgGgOcFh3qLB07Chq7rSCQSUBQFXV1dJGwQBEEQBEEQBNHUkJBBEA3CEg1KK5GspUCwWNiwKqXoug5d15HP5yGKIgkbBEEQBEEQBEE0FSRkEEQDsAw9dV0HAK4YUInBZ72xhAsAZeVe8/k8AHCropCwQRAEQRAEQRBEIyEhgyDqjGEYUBSl6igMXdcxPT0NQRDg9/vh8/m4ZVnrRWm6iyRJjsKGKIqQZZmEDYIgCIIgCIIgGgIJGQRRJ0oNPU3TrGqCn8lkEI1G4fF4IIoiYrEYNE2D1+u1RY1mETZM0+QKG1ZVFEmSSNggCIIgCIIgCKJmkJBBEHXAMAxomrZkKsliBEGAYRiIxWKYnZ1Fb28vQqGQHcmhqiqy2SxyuVyZsOHz+ZoqYoMnbJSmopCwQRAEQRAEQRDEaiAhgyBqiJV6oaoqTNOsqhqJpmlQFAULCwsYGhqC1+uFqqr232VZRiQSQSQSAYCWEjYKhQIURQEAEjYIgiAIgiAIglgVJGQQRI1YbOhZjYiRTCYxNTUFQRAwNDRUkQDBEzZyuRyy2Symp6ehqioJGwRBEARBEARBrDtIyCCIGmBFYei6XpUXhmEYmJycRDKZREdHB1Kp1IrFBlmWIcsywuEwgKWFDet/SZLs7etdMWUpYUNRFBQKBUpFIQiCIAiCIAhiWUjIIIhVYJomdF2HpmlVVyXJ5/OIRqOQJAnDw8MoFApIpVI169tSwsbMzAxUVYXH44Hf74eu6w0v/bo4YsVq36ryQsIGQRAEQRAEQRA8SMggiBWyOJWkUhHDNE3Mz89jamoKXV1d6OnpgSAIUBSlrmLCUsJGJpOBruvYu3dvWVWU0oiNelMarQGwwkY0GkUkEoHf74ckSWXiBgkbBEEQBEEQBLH/QEIGQVRJqaFntVEYmqZhfHwcuVwOmzdvRjAYXHL9ek7QS4WNeDyOdDqNSCSCXC7HRGw0g7BheWpYApKiKHbEhiVsWP+SsEEQBEEQBEEQ6xcSMgiiCkzThKZp0DQNQOVRGACQyWQQjUbh8/kwPDwMl4u9/BZHZDQy3UMURYTDYTtiQ9M0uypKqbBRah7aSGEDKIobi309LFHJEjYEQWBSURppckoQBEEQBEEQRH0hIYMgKqTU0NOKBKgE0zQxPT2N2dlZ9Pb2oqOjgyt+rGUUAa9tl8vlKGzMzs5CUZSGCxuL+0nCBkEQBEEQBEHsf5CQQRDLYBl6WpN3y9OiEhRFwdjYGHRdx9DQELxeb517Wz94woblsbFWwsZilhI2VFW11yFhgyAIgiAIgiBaF3p6J4glsPwYrDf81lv+Skgmk3juuefg8XgqEjEEQWh45ZDV4HK5EAqFsGHDBmzZsgXbtm1DR0cHTNPE7Owsdu3ahT179mB6ehqpVMo2RW0klrBRKlwARaPTbDaLVCqFhYUFpNNp5PN52/eEIAiCcGZhYQGveMUr8I53vIP7vfXRj34UL3rRizAxMbEGvSNWwuTkJD71qU/hNa95DQ4//HBs374db33rW/Gf//mfdjrtYsbHx3HwwQfjiCOOQDKZXHHbBx10EG655RYAwIMPPoiDDjoIv/vd71a8P4Ig9g9IyCAIB3RdR6FQgKZpVaWSGIaB8fFxjI+PY2BgAAMDA/vFG3+esNHZ2QnTNDE3N9d0woYsy7Yx6GJhI5VKlQkbrSQwEQRB1JtwOIwbbrgBf/3rX/Hd73637G//93//h//5n//Bjh070N/fv0Y9XBlf/vKXceWVV67b9px49NFHcfrpp+OJJ57AVVddhZ///Of47ne/ixNOOAE33ngj3vve99pRjaXceeedGBwchMvlwr333luTvhx11FH4wx/+gJe+9KUVb3POOefg7rvvrkn7BEG0DpRaQhCLKDX0NE2zKkPPfD6PaDQKSZIwPDwMt9td5942L5awEQqFADyfipLL5TA3N4fJyUm43e6yqig8A1SLeogJloeGJTSZpmmff1VV7b/zyr1SZRSCIPZnjj32WLzzne/EzTffjJe//OXYunUr0uk0rr76apx44ok444wzqtqfoihr/p35yCOPYMOGDY5/r3Ufl2uvEiyxfaWpnIVCARdddBGGh4fxne98p+zzveAFL8AhhxyCCy64AD/96U/x5je/uazdH//4xzj99NMxPj6Ou+66C29/+9tX9VkAwO12o7u7u+L1NU3D448/XvV4Iwii9Vn/r4kJogoMw4CiKNyqJEulfpRGHYTDYWzdurXqh51WSy2pFkvY6OnpwZYtWzA0NITOzk4AwNzcHHbv3o09e/YgFoshlUpxQ1nrLR5YooYVsWGJFpYIk06n7VSUXC4HRVEoYoMgiP2WSy+9FBs3bsSVV14JXdfx2c9+Foqi4Lrrrlt2WyuF4Be/+AVOO+00vOxlL7P/dvvtt+O0007DC1/4Qmzfvh3vfe978fTTTwMAnn32WRx00EHcN/Cvfe1rcfHFF3PbM00TX/va13DyySfjiCOOwEtf+lJ88IMfRDQaBQCceOKJ+NOf/oQf//jHOOigg/Dggw/i7rvvttMcXvWqV+Gtb30rAOAd73iH/fPiz1OaErFr1y6cd955OOqoo/CSl7wEF154Ifbu3btse7t27Srb94knnohLLrnE/v2ggw7Crbfeiv/3//4fjjjiCDz77LMAgNHRUXzoQx/Ci1/8Yhx++OE444wz8Jvf/GbJ8/Dzn/8cExMTuOKKK7jPLSeeeCJ+9atflYkYAPD73/8ek5OTeMMb3mBHc1jnaCm++tWv4mUvexmOOOIIvO1tb8MTTzyx5HFMJpPYsWMHjj/+eBx22GF4+ctfjuuuuw75fB5jY2M49NBDkcvl8LGPfQwHHXSQvZ+lxhAA/PGPf8RBBx2Ehx56yE6F2r59Oy699FKk02l7PUVR8LnPfQ4nnHACjjjiCLzhDW/AfffdV9bnP/3pT3jb296GI488EkcffTTOP/985hwu5m1vexsuueQS/OAHP8AJJ5yAI488Eu973/uQTCbx3//93zjxxBNx1FFH4d3vfjempqbs7XK5HK677jqceOKJOPzww3HCCSfgqquuQjwet9e5+eabcfTRR+OJJ57AW97yFhx++OE4/vjjceutty57fgiilSAhgyDwvKGnoihlVUlKJ85OQoOmaRgdHcXMzAy2bNmCDRs20Nv6CpAkiStsCILAFTbWQixYTtjIZDKMsKHrOgkbBEHsF3g8Hnz+85/HE088gUsuuQQ/+tGP8KlPfcoWqSvh61//Oi6++GL8+Mc/BgDcc889uP7663HWWWfh3nvvxe233w4AOP/885HP53HggQfiqKOOste3ePLJJzEyMoIzzzyT286dd96Jr3/967jssstw//3349Zbb0U6ncb73/9+++8dHR045ZRT8Ic//AFHHXWUve03vvENfOYzn8HXv/71ij/X/Pw8zjnnHEiShO9973u4/fbbkUql8O53vxv5fH7J9irhrrvuwtFHH42f//znGBoaQiKRwNlnn43R0VF89atfxU9+8hMcffTRuPDCC/GXv/zFcT8PPvgg2tracMQRRzius3HjRmbZnXfeiRe96EXYtm0bjj32WPT39+POO+9cts9f+tKX8Na3vhX33HMPLrjgAnzqU59acpvrrrsOjz76KL785S/jl7/8Ja677jr87//+L2644Qb09fXhv/7rvwAAV111Ff7whz8AWH4MAbAjQD/72c9i+/bt+MlPfoIdO3bgvvvuw2233Wa3f/XVV+Oee+7Btddei/vuuw+nnnoqLr30Ulsg+tvf/ob3ve996O/vxw9/+EPcdtttyOVyOOecczA/P+/4uWRZxhNPPIF//OMfuO2223DDDTfgD3/4Ay644AL8/e9/xze+8Q18+ctfxiOPPIIvf/nLZcfD6s8vfvEL3HTTTfjLX/6Cq6++2l5HkiRks1nceOONuPzyy/HTn/4Up556Km666Sb8/Oc/X/J4E0QrQaklxH6PZehpeTZUk0qSTqcxNjYGv9+P4eHhJVMjmp21nnxbwoaViqLrul0VZX5+HrquY3JyEoFAwE5HafTxXi4VJZ1O25+jNBWlmjFFEATRShx88ME4//zz8ZWvfAWvfOUrcdJJJ1W1/fbt2/HqV7/a/v3Vr341HnjgAWzatMle9s53vhPnn38+nn32WftN/pVXXoloNGpPsu+77z4MDAzguOOO47bzxBNPoK+vz26rv78fN998M8bHx2EYBjo6OiCKIrxeL5PacPLJJ2P79u1Vfa4777wTqVQKX/jCFxAMBgEA1157Lb761a9ifHwcQ0NDju1VQiAQwPnnn2//fvvtt2N2dha33347tm3bBgDYsWMH/vrXv+Kb3/ymo+fE9PR01V4m8/Pz+M1vfmOLEKIo4owzzsB//ud/4vLLL3eMSL3rrrtw0EEH4cMf/jAAYOvWrSgUCvjQhz7k2NYTTzyBF7/4xbbQ09/fj+9+97swDAOSJKG9vR0AEAqF7ONYyRiy2L59uy1+bdy4Ed/4xjfw6KOPAgBisRjuueceO10KAN7//vdjZmYGs7OzAIBbb70VGzZswI033ghZlgEAX/ziF/HKV74Sd955Z9k54h3Ha665Bl6vF9u2bcN//Md/4JlnnsG3vvUt+Hw+DA0NYfv27XjyySftbS699FJ86EMfQm9vr308TjnlFHzve9+DaZr2c4ppmnjXu96Fl7zkJQCAK664Ar/61a/w05/+FKeccopjnwiilWjdWRdB1ACrNKeu68tONksjMkzTxPT0NGZnZ9HX14f29vZVT1TXe2pJtUiShGAwaD8APvfcc2hra4OmaZifn0ehUIDb7bb9Nfx+/5oLG/l8HrIsQ9d12yy2NKqDhA2CINYbuq7jj3/8I3w+H/7+978jFotV5ftw2GGHlf0uyzLuvvtuPPDAA5ienoamafaLhkQiAQA45ZRTcMMNN+DHP/6xPSn++c9/jje/+c2O99ZXvvKV+NGPfoT3vOc9OO2003Dsscfa39/V9rESHnvsMWzevNn+DgOAoaEhfOELX6h6X5X06Z///Ce6u7ttEQMofke99KUvxY9+9CPH/ciyXHW1rh//+Mdwu9147Wtfay8744wz8JWvfAX/+7//6zhR3rlzJyN0HX300Uu29ZrXvAbf+MY3oOs6XvGKV2D79u1lAgWPSsaQxZFHHln2eyQSsSuwPPHEEzAMA4ceemjZOh//+Mftn//5z3/iZS97mS1iAEB3dzcOOOAA/P3vf1+yn1u2bCmraNfW1gav1wufz2cva29vx3PPPWf/rqoqvvSlL+Gvf/0rEolEWYl5RVHg8XjsdUuPrSAIOPjgg+00JIJYD5CQQeyXWKkkqqpWbeipKAqi0SgMw6iorOpqoMnu8wiCAL/fbx/v0oiNeDyOqakpyLJsR2ushbABwBYtgOcjNixhI5/PQxRFEjYIglg3fPWrX8Wzzz6L73//+7jwwgtx9dVXl6VgTExM4NRTT7V/7+/vL/MYsKLwLL74xS/i9ttvxyWXXIKXvexl8Pv9+Oc//4nLLrvMXsfj8eBNb3oTfvKTn+BDH/oQ/vGPf2BqaorxcSjl5S9/OW6//Xbccccd+MxnPoNUKoUjjjgCO3bswAtf+MIlP+PiPlZCKpUqm1TWmnA4zLQ3OzvLpKhYk9xcLlc2Qbbo6enBX//6VxiGUXGFtTvvvBOZTIabDnPXXXc5ChnpdJrp9+LfF3PJJZdg69atuPvuu3HxxRfDNE286lWvwo4dOxwFs0rGkIXf7y/7vfSlUiqVAoAln/NSqRR+8Ytf4Ne//nXZ8kKhsKwB6+LzIQgCd5mFYRi48MILEYvFcMUVV+Dggw+GLMu44447cMcddzD7XzxufT4fcrnckn0iiFaChAxiv8MwjDJ1vtJJpFWm04oM6O3trXlZVYrIqJzFERuWsJHL5bjChs/nK3tj0gicUlEMw7DzdHlVUUjYIAiiFXjsscfw1a9+FVdeeSVe8IIX4LrrrsO5556Lu+66yxYVenp68JOf/MTeZjmB+Wc/+xle+9rX4rzzzrOXlYbWW7z1rW/Fd77zHTz88MO4//77cfzxx9vh9k686EUvwote9CJomoZHHnkEt9xyC973vvfhN7/5zYrEilKse7pFKBTC6OhoVftwuu8v3jePcDiMwcFBfPOb3+T+3UlUednLXoYf/OAH+Mtf/uKYlnP33XfjuOOOQ29vLx5++GHs3r0bN998M7Zu3Vq23oMPPogbb7zRMSrH5/Mxn2VxhASP008/HaeffjoymQx+//vf43Of+xw++tGPcifvQOVjaDmsMbFUH8PhMP7lX/7FjgwqpdZVeKLRKB5//HF88pOfxOtf/3p7uVM5+4WFBXR0dNi/ZzIZBAKBmvaJINYSMvsk9hsqMfR0wjAMxONxFAoFDA4Oor+/v+YixlpOXNfDpNkSNrq7u7F582YMDQ2hu7sboigiHo9jZGQEIyMjmJqawsLCAlRVrXkfrPxUJ6wxJ0kSZFmGy+WCKIq2sGFVRVlYWEA2myXzUIIgmpZ8Po/LLrsMRx99NM455xwAwHHHHYczzzwTN9xwg11pweVyYfPmzfb/AwMDS+43nU6XTb4A2EJI6b1w27Zt2L59O+69917cf//9jiafFr///e/tEH2Xy4UXv/jF2LFjB1KpVJngUMn9NhKJ2G/rLRZX7Dj88MMxOTmJiYkJe9nY2Bj+9V//tSzloLQ9KzqhtGpGLBbD3Nzcsn164QtfiKmpKQSDwbLjLUkSOjs7HZ9ZXvGKV2DLli347Gc/i0wmw/z9d7/7Ha666ir88pe/BFCMxhgYGMDrXvc6HHzwwWX/n3nmmXC73dyKMkAxteapp54qW/bXv/7V8TPlcjncd999WFhYAFD0BXnta1+Lc889l6l2UnocKx1Dy3HYYYdBFEX87W9/K1v+iU98AjfffDOA4nEfGRkpO+abN2+Gpmkr8j5ZCmtclH62dDqNBx54AAD72RaPs6eeegoHHHBATftEEGsJCRnEfoFl6KkoSpkZUiXkcjns2rULmqbB6/UuGwZJ1IdqJ/NOwoYkSQ0TNpbDSdgwTZMrbBQKBWiaRsIGQRBrjvXm/TOf+UzZ9+kVV1wBv9+PHTt2rGi/Rx11FH75y1/in//8J3bu3IkdO3bYZpR///vfbf8CoFjC0vJ/eMUrXrHkfu+++2584AMfwB/+8AdMTEzg2Wefxbe//W10dnZiaGgIQFFIePLJJ/HUU0/ZZo48jjjiCOzZswd//vOfYRgGHnroIaYaxJvf/GaEw2FcccUVePzxx/H000/jmmuuQSwWs8uELm7vkEMOgSzLuOuuu6AoCmZmZvCpT32KmZTzOOOMMxCJRHDRRRfhkUcewdjYGH72s5/hzDPPxH/8x384bud2u/HFL34RMzMzeNvb3ob7778fY2NjePrpp/Hv//7v+MAHPoA3vvGNOOecc5BOp3H//ffjda97HXdfgUAAL3/5y5mKMhZvfOMb8cgjj+BrX/sa9uzZg9/+9rf4zne+4xil43K58PnPfx6XX345Hn30UUxOTuLvf/87fvzjH9smlpFIBADw0EMP4emnn0Y+n69qDC1FT08PXv/61+Pb3/42fvaznyEajeI73/kO7rzzTttb433vex+efvppfPKTn8Szzz6LPXv24NZbb8XrX/96u4pKrdi2bRva2trwX//1XxgZGcHf/vY3vP/977eNSB988EFks1l7/W984xv44x//iJGREdx4440YHx/HGWecUdM+EcRaQqklxLqn1NCzNMx/OUzTxPz8PKamptDd3Q23213RW5GVQmafy7OayJGlUlESiYSdimL5a6wkFWW5iIzlKBXYJEmyU1EsYcNaZ7HHhlUWliAIohH8/ve/x/e+9z18/OMfZ0pzhkIhfPKTn8T/+3//Dz/84Q/x1re+tap9X3vttbjqqqvwrne9C5FIBGeffTbOP/98zM/P4/bbb4fH48GFF14IoFidQhRFvOlNb1o2ZeW6667DF77wBXziE5/AzMwMQqEQjjzySHz729+2PRDe//734/rrr8e73/3uJcuCnnPOOdi1axcuvvhiqKqKl770pbjyyivxrne9yw7z7+zsxB133IEbb7wR73jHOyDLMo455hh85zvfscP7F7d38skn49Of/jS+8pWv4JhjjsGmTZvwkY98BDMzM47pAxZtbW343ve+hy984Qt2mdH+/n68+93vxvve974ltz300EPxk5/8BN/5zndw8803Y2pqCj6fDwceeCBuvPFGW7i47777kM1myzxPFvO6170Ov/jFL/DQQw/ZYoPF2WefjZmZGdx+++34yle+goMPPhjXXnstzj33XGiaxuxLlmV8+9vfxk033YT3v//9SKVS6OrqwgknnICPfOQjAICuri6cffbZuPvuu/GnP/0JP/zhDysaQy960YuWPCYW1113Hb74xS/ihhtuQDKZxObNm/GFL3zBFg+OOeYYfPOb38Qtt9yCM888E6Io4oADDsCXvvSlZcW1avH5fLjpppvwmc98Bm984xuxefNmXHzxxTj66KPxyCOP4KMf/Sj+7d/+zV7/Yx/7GD796U/j2WefRXt7O3bs2FHzPhHEWiKYNHMi1ilWKommabaJVaWTPU3TMD4+jnw+j8HBQQQCASSTSczOztpvbmqNoih49tlny5zILUPSWqexLCaZTCKVSmFwcLCu7ayG5557Dhs3bqybeZplxpnNZpHL5ewKJNUIG+Pj4wgEAmhra6tLH0uFDcMw7PFMwgZBEPsjv/zlL/GRj3wEDzzwAPr6+ta6OwTRFNxyyy3493//dzzzzDNr3RWCqCsUkUGsS6xUkmoNPYFivuHY2Bj8fj+Gh4dt12mKmFjfSJKEQCBgvykzDMOuimJFbLhcrrKqKIuFjdVGZCzHUhEbhUIBiqIAIGGDIIj1zfT0NJ566ilcc801OOecc0jEIAiC2A8hIYNYd1hRDNVGYZimiVgshvn5efT29qK9vb2hkz+rrXpPhonKEEWRK2zkcjkkk0nEYjFG2Gi00LWcsFEoFCgVhSCIdcd73vMejI+P4/TTT8ell1661t0hCIIg1gBKLSHWDaZpQtM0O8+yGkNPRVEQjUZhGAY2btzIrRmeSqUwNTVVN8dnVVXxzDPP4NBDD7X7Taklz7Nz505s2rSpbqkl1VIqbGSzWeTzeQiCAI/Hg0gkAr/fD5fLtaaCgXV7NwzDFjgEQYCiKPB6vfB6vSRsEARBEARBEC0HRWQQ6wLL0NMwDADViRiJRAITExNoa2tDb2+vo2hQ79QSishYnmY6LryIjb1790KSpLKIjcUeG2sR5WOlR1njd2ZmBpFIpMwA16qcQsIGQRAEQRAE0eyQkEG0NJbpYTKZxOTkJIaGhiqegBmGgYmJCTsSoRnLqlpv0RvVFrFyLDEgHA4jFAqVRWwsLCw0lbABwE41AZ4XAhVFKRM2rFSUtY4sIQiCIAiC2F9RFIVb2WeluFwuuN3umu1vrSAhg2hZSg09rbSSSidbuVwO0WgULpcLw8PDFZXZJLNPYjlKxwcvYsOqirKwsIDp6WlIkrQmwobVz8URG9bfFgsbgiAwHhv1TnciCIIgCILY31EUBQ899BB8Pl/N9imKIg499NCWFzNIyCBaEsMwoCiKbehpGR0uh2mamJubQywWQ3d3N7q7uyueONZ7glmaWkK0Lk7jRBRF+P1++P1+AHxhw1qntCpKPcbdUulLgiCQsEG0DGNjY7jmmmvw8MMPw+fz4YwzzsCll17KHY+apiGZTMLj8dB4JQiCIFaNYRgoFAqIRCJ2lGut0TQNPp8Pn/j4NRgZ2bPq/W3dugWfvu6T0DSNhAyCaCSmadoGmKZpVlWVRNM0jI+PI5/PY8uWLfab8mrbX4+0QtpAKxz7avq4lLCRSqUwMzNTN2GjGh+WpYQNVVXtdUjYIBqNaZr44Ac/iOHhYfz2t7/F7OwszjvvPHR1deHcc89l1k8mk9izZ0/jO0oQBEGsa7Zs2YLOzs66tjEysgfPPPNsXdtoNUjIIFoGwzCgaRp0XQeAMhFjubSPdDqNsbEx+P1+DA8Pl03MKoVSS9aeVhBcVtpHJ2Ejl8vVXNhYjaHschEb1mchYYOoN4899hieeeYZ3HbbbYhEIohEIjjvvPNw2223cYUMq+LR4GAOY2M+DA1nIIqA+Cz/wVAYm2aWac/OMcsyY/yxPTnL+i6NZ9nQ4JEM/1Esq7PLOtzsd1CPZ5/JtVvCxiuOR/TG38NUdGwLp5l124NZZllkKz/vWupmq3cJgx3sioLDta2y+zVnFtjVRjP87Q3AcLmw56SzsOWXP4CoaUiO8atWKRr7nT6X9TPLekLsMQGAYLjALJuaZs8frx0A6GlLMcuyObavexdCEDwSui59OWZv+i3MQvEkeyX2ZAdc7PGL5fmff7rAjiGd87iS0fj3/TbOuBrPsOsa3K2BzQETglvCITv+BU9e/0eYig7eV8wmX567vWayY6jdozDL5hw+/1iOTQ+Wq/jK6fOybcUVF0S3hM1XHo+9n/09DEWHV+IfAdVgG+vm9H9jZ4K7fahPZZYZOXa92HiIu72L069QiH+sA4MGdJeMkRPOxNbf/QiSpkLawN6XhAH+pNycSTDL9Bh7X1EmOTcwALkF9lyNxyPMspTKvy/uyrARBAkFcHkknPjp4/DrT/wJWkHHJO8GCmBaY+83Mexlls3knuZur2mJst+3bNmM66//dGMq6gkCuBfWSvazTiAhg2h6SidK1gRs8STMSWQwTROxWAzz8/Po7e1Fe3t7006GKbWk9allxZlSYaOzs3NZYcPn88Htdjc8VYonbFj+NaXCBq8qSrNei0Rr8OSTT2JgYABtbW32skMPPRR79uxBOp1GMBgsW98S01xy8aHf7TYgSYAI/gO/oLKTUzGTZJYpCYdxPMsuVzPshCOb4ns0pTn6gs/Dfj+o3uIDu+AtPtKps1mYeQ1Q2P67VHYi7+7hCxmuMDsRE3TOw7qTSKlzhIwCK2QIKb64AMOE7ioeGzmVLE645llxBQAkjX2cNVPsREbinFMAkE3OGOCcPzgIGS6DHRdilu2rnhAgeIp91WcyMAvFY2S4OJMuFzu51XL8c5XnTOR5QkbWQcjwcYSMVLpyISMfNCDuG3+FmSyMvAaR05QR5MzOARgcIQBeVlzSc+wxAYBChh2Xhlj5s5ThZ9tSC7L9mdTZ4mdyuRyEDJ3tv8kRbVwCO04AwB1krzWdIyQJrI4KAJA440fWWXEBANztz19X7kzxunLl2eMqGPxrzeTcV/Qsu8xMOhyrBDtWzRn2+Okq/76YS7H9ShcAl7d4baZjWWh5HQneDRTADOceMCnMM8um0hPc7TW9fF3Lt6IxL2vEff/XYj/rAxIyiKam1NATcC6ryhMyFEVBNBqFYRjYtm0bvF7+TblSKCKDWEsqFTZKzUOdhI16lvi1rlHrS90SNjRNg6qq9t+taihW1AYJG0S1xONxRCLlb/Ks3+PxOCNkWOwZKaYVPvWk9XbzWH4DWytcVgVbKly2GrZ9/mQAAO8xfrLCZXWjl7PsqOU32/nm86tuivd+1GEe6Lh8MU6P/1MVbl/68Td89nUVbvU8G6tcvhqOWeF2R33pNTVpn/e01e2wrtPy1VAaezT8hZNrsk+ncVLp+HGCJw/xJZNynjnlfdU3xgnKwqHV76YU3rXa47Cu03KLN9z66tV1hmgpSMggmhYrCkPX9WW9MEqjGQRBQCKRwMTEBNra2tDb20th7S1OqwhI9RQIFsMTNgqFArLZLNLp9JLCRiP7Wa2wUVrulYQNYilWOj62bM1gz0gABx+SKkZkPPY4f/8j48wy9fEZZll6hN+P0al2ZtmeDOvN9GwVERndnIiM/pKIjG2fPxm7L/sFzLyGg9rY6IfuCCfd5CCHiIw+Trj5Fs6U0en7VeFEZEzG2dWeWzoiY+ebz8cBd90KSVMxP8J/IaFwIjJiKfZY93NSQAAg3M6+PY+Ot3Ha4Udk9Hew08Y0JyLjuUQEgseFDZ99HWJX/syOyPBx3qiHOBEZ4zl+1YKJCiMyUg4RGZ2ciIyRKiIyhvdFZBz1pdfgkYsfcIzIGHKIyNA4ERmdnIiM6Rz//O/hRGTIVURkbOJEZMzui8gY/sLJeO6jv4CR1+BziMhQOBEZfZyIjG3d7Jt/AIhsqiwiY3wvm4IBAG7O+IlE+BEZwa3F6+qZU96Hg37+zWJERj+bhiVs5UsG5iT7GfRx9rrKj/KPVZYTkbFnhr1XJh0iMp7iRGTM7YvIeMOtr8ZPz/8VtLyOqENExjgnImNceI5ZNpX+B3f7xREZBxxwAL75za9z1601wr7/arGf9QIJGUTTYRl6appmVyVZ7oHV+ruu65iamkIqlcLg4CDCYTbHdaXUOyKDUkuWp9kntmt57izRwgpzNE3TNg9dLGxYkU6NKvdaykqEDctjo9nPP9FYOjo6kEgkypbF43H7b064RnYBOALyk49DEnQYLzySu54osJMDr8pOeCRjlrv95jwreogKOzlVJH7ee5bz/r9PZic8A97ihMX0yNABHOCJQ4CKLRvYCYdvgG1HPnQDt30EOJNGP2dyMZvgbm6MsaKFMclOZLO7+Y+iLq8Ow108Buq0Dl3RkOfrEBAFzqSlwBFSHFIz3B3seQ2BzaXP6vzJld/NTho9JrvPREKC9ejdiTSsuBm3yU76Ojj7FAr81AoNrGjDm0aKOv9YBzV2rPs567ocbsGdpgLBLK7fYeZhmhpMk125g3NMAUDleGREBFYIyPLUGQBBnROpy1mXJ64AgEthrysUBNjzvYIGFDToqsPknCNwpTnZQhkXXwgL+dnzmk2wXhDJJF80DHvYcZ03+B821J2H4NpXgj2tQNAUCEn2WEmcex0AoIeNdJOy7HXtMvgpe26RFS77WM0VQZPvOZHgLBMhQdoXw9MFDTo0pB0m63mFFQMXdDZUbM7kx/mo2qJzoLdx1yMaAwkZRFOxOJWk2snL7t27IcsyhoeHIcv8B46VQpMoohKaZZwIgrCksDExMVEmfvj9/qo8NmrZTydhI5VKIZ1Oo6enhzEQJWGDOPzwwzExMYF4PI729uIbvUcffRTDw8MrqkpFEARBEE2LIDibK1e7n3UCCRlE02CVVa00CsPCNE3MzxffPEUiEfT09NRtgtPoiAyaqLUWzRxNYwkbHo8Hc3Nz2LJlCzRNQy6XQyaTwezsLARBKKuK0gzChqIoEAQBuq5D13UUCgX77yRs7N8cfPDBOOKII3DdddfhmmuuweTkJG699VZceOGFa901giAIgqgxZPa5GBIyiDXHevuqacXQuGomJJqmYWxsDIVCMQSus7OzriaGVn9pwtRYmlkgWEyzjw3rWJZGY3R0dNgRG4uFDUvUWAthwzRNiKJo/28ts9LPdF1HPp+3/07Cxv7Hv/3bv+Hqq6/G8ccfj0AggLPPPhtnn332WneLIAiCIIg6Q0IGsaZYhp6GUcw7rMaUM51OY2xsDH6/H0NDQ3j66adbasLbbLTCsWv2iWkrHEMLXgnjaoQNK7qjnueEJxo6paJYVVysdRZXRSFhY33S29uLW2+9da27QRAEQRB1RRBECDVILanFPpoFEjKINWElhp4WhmFgenoa8/Pz6O3ttXOjrf3Wi0ZEZJQaiqqqirGxMeTzefuNuN/vr7n3B1Fbmn2ybI2vSgx0nYSNbDaLubliwcJ6ChuVXGul1U0kSXIUNkRRhCzLJGwQBEEQBNGCiAD4hrHV72d9QEIG0XBWY+hZKBQwNjYG0zSxbds2eL38Ulz1oJGTnnQ6jWg0imAwiJ6eHhQKBSwsLCAWi8Hlctmihs/nq4mwQRO62tAKERkr7SPPPNQq91ovYcMwjKq3dxI2LCHGWscSNqyqKJIk0XWwnyCMTwMDxfKqgqk5PtIZR7LVTHjryg6RhBGRrVrC89znlZ4EgBSn/GCPj61k0RkpVoIw3DKmAHRHUhAVFb6N7D6lbs53po9fHYBb4mGKrYRi5vmVNMwF/vJKkVwmIO1LhZNMSC4TAR+nugQAr4+t2qBySmL6vPw+ubvYZW1pthIDr7oDAMhedrk7wLYVnldgekzkAIQ8KgQU19E5FSZkmS17EeaUJAWANoWtcCGLbIUNp6odnW72uOY549Iv8at2bA1mYHqK43VzIAvBpULilD/dNMgvP2ourgQBwNvOnlPfhMP5lzglQjiIAv/8dQbZ60pOhAFPcZo04MsBIr+kLAB4Cuzx7+Kcq1CAX8nDw6l0qnPKF7dzSroCQDun1KrHz6/QIw94IErFcyX3uyHpAgQPZzrIqWRTbIytsiQMs1U/pH7+WPVuYEsV93nYZe1z/PKxOmdcRrI+CPvKUA8HCzBdGkTw72teifNZF9gKJQaO5m6f8peP4W6vQ9UnoiGQkEE0lJUaegJAIpHAxMQE2tvbsWHDBiYNpd7lUS3q3cbs7CySyST6+voQDoehKApCoeIXh2EY9hvxRCKBqakpyLJcJmy4XHRZryXNPhm2ohxW209BEOD1em0xcSlhwxI3qhU2ahH9RMIGQRAEQRCtDqWWsNCMh2gIpYaeloFfpZMEXdcxOTmJVCqFwcFBhMNh7nr1FjJ4VUVqiaqqME0T6XTajjaxvEMsRFFEIBCwSwvqum4LG/Pz8ygUCnC73WXChiTVIgxtbVnPkQ6Npl79dBI2SscnUJ2wYd0rat3PSoWNUo8NEjYIgiAIgiCaBxIyiLrDM/SsdEKQy+UQjUYhyzKGh4eXTKNoVERGPbBSSQBg48aNFafMSJKEYDCIYDAIoChsWG/EZ2dnoSgKPB5PmbBR64lhI2mFiWSz97FRVXdKhY329vYVCRuN6OtSwkahUICiPB/KbJWtpagngiAIgiAaiwChJv4Wzf2cWg30NEbUDctwb2ZmBqIoIhwOVzwpMU0Tc3NziMVi6OnpQVdXV0Wmf60WkWGaJqanpzE3N4e+vj5MTk5yqzRUiiRJCIVCdiqKpmm2sDE9PQ1VVeH1em1hw+v1trSw0UxUaqK51qxV+eBKhQ1rfPp8PjsFrdH95Akb2WwWyWQShUKBhAyCIAiCIBqKgBqllpDZJ0EsTamhZyaTgSzLiEQiFW2raRrGxsZQKBSwdetW+P3+Ove2OmolZFhVSTRNs1NJpqamarJvC5fLhXA4bKfjqKpqCxuTk5MwDANerxeSJMEwjDWb5BKNpRnOMU/YUBTFHp/z8/MwDMP2rfD5fPB6vQ3v+2I/kfWQqrW/o+2KAwOA+vgMDE2B7GBqx3vUq9QAFABcbnasRAT2Hr9NnONun82wBoJtPawBpae3OD51l4ApAB0v0CBpKuQjWQM+rrFnJMhtH1Nsv/Q9rFmjEecbMKb3sJ9f4ZgiRmfbuNt3pHK2geRcLAihoCKj8KMyOw3WGDDHMUuVs3yzynCKNSYUOGaVhoMxq66y9yVPkN3e61ZhuoHcvp8Fs2j2WVDZx3GPlzVr5BmAAkCac1zdHAPMgs6/f/HMMgMcY892N98stc2fh+nRkdj3syCpkDhmo54Q//gbOrtcYD8SRM45AQCfzB4rhfNZeX0C+AaSqiECpggfANUUAUOE6fAmO8E5f5LAXmvuBGuUCQCe0QSzLDbDrjud9XG355mYujL8z+oZTUGXi39TxgqQVP71K6f4y6VtnDHg4lwXPR3c7QWdHWvyVnafYpBvbNqbWmDXFUyYHhk6gD5/DoKkIq3xx7pmsucqpbLr5jOd3O2zRnl6e6/Zzl2vlXn66afx2c9+Fo8//jhcLhe2b9+OHTt2YGRkBO985zvhdpdfnJ/73OdwyimnrElfScggao6VSqLretWGnqlUCuPj4wgEAhgeHq5q0tCoiIxaYKWShEIhbNq0qWGTI0tQikQittiUzWaxsLAARVHw3HPP2WH+KzFn3J+hiIzVIQgCPB4PPB6PLWyMj49DEATk83nMz8/DNM2yqiiNFDas1LhmPHYEQRAEQax3BNSmdKrzc4yiKHjPe96Dt7/97bj11luRTqdx0UUX4dprr8W73vUuDAwM4Ne//nUN+lAbSMggaoZpmnZVklJDz0oEBsMwMD09jfn5efT19aGtrW1FZRfr7ZGx2jYWp5Is/pyN9PkQBAFutxtutxuSJGF+fh69vb1lb8QBlAkbbrd7TSZyrep90ow0q5CxGMtw0+fzMREbuVyu4cKGJWRQRAZBEARBEI2mEVVLcrkcLrnkErzpTW+Cy+VCR0cHTj75ZNx+++2rbrcekJBB1ITSVBKg3NBzucl5oVDA2NgYTNPE0NAQPB6HmvbL0Oxmn6qqIhqNQtd1O5Wk2Vj8Rtwqp5nJZDA7O2tPLC1hQ5blhk6Km3kCThEZtae0r7yIjVJhIx6PwzCMMvPQWgob1vklTxmCIAiCINYjkUgEZ555JoDic8/IyAjuvvtuO3Ukk8ngggsuwMMPP4xIJIJ//dd/xbnnnrtmz5UkZBCrwjL0tKIwFueTA8UJyOIyohbxeByTk5Nob2/Hhg0bVjVJaOaIjFQqhbGxMYRCIfT397fEZKjUw6Cjo8MuT5nNZpFKpWwTV0vUsISN/ZVmFtFKaZV+AkuLLk7ChmUemkgkGGHD4/Gs+Nqz+tIK1y5BEARBEOuLRkRkWIyPj+Okk06Crus466yzcNFFF+Gpp57CgQceiHe+8524+eab8be//Q0XXXQRQqGQLX40GhIyiBVjmiY0TYOmFU2WeCKGtXzx5EnXdUxMTCCdTmPjxo12lY31xuJUkvb2pU2BmjmqRBAEe1LY2dkJwzBsYSOZTCIWi0GW5bKIjf2xukOzRzu0akTGcpQKG21tbcsKG1YqSqXChGEYLXPciKXJjRfPY3pEgKiICImz3PVkztio1ADUaV2Xwd7fQzrf5Nk3xxpYutrZvUob9kX3SUUhWerxQNJFIMQxyualRk2zBp4AYCbZ9rVJ1hRTZ/1HAQCpBTa6UuMYMOYdTPkME7C+Dg0TEEzA62JNHQHAH2H71aGzx8rJLNMV4RxXH/sCxtDZYwIA7jC7rryRjbrsTGSgy27EAbR3Z22jxUyCdbb0trGfVeQYYAJAn8YaIHqDrIGib4Z//Hxe1tjRwzEAbQ/wT/aGbWnoshsJAD1b05BUBby5knsb36zSTLP9MlXOMXXzz1/YzxpDapzz7/fzDSzdHna/OUWG6ZFRANDty0MQVegm/zsgyxnDQc5YFTimnABg6Ox+cxwDUcOhfW6fCvwXS2pSgC4L9s+GKkDJsG3JCYexkokxy6RO9loXecbCANDBGv+LHnZgi/3sNQ0AnQZ7v/SPz8OQ3dgNYPPGOERVgTTKf4EakQPMMllkr9WQzO9/Vivva0eg+aKra8HAwAAef/xx7N27F5/4xCdw2WWX4aabbsIdd9xhr/Oyl70MZ511Fu666y4SMojWotTQc7m3lIsjMnK5HKLRKGRZxvDwcM3e4jdbREYrpJKshtJoDKA4JqxJYzwex9TUFNxud5mwsVJ/gWYVd0pphT4CrSVkrEY8qFTYKC33upSwsRalYAmCIAiCIABAgFCT0qnCEmafZesJArZs2YLLL78cb3nLW7Bjxw50dJRXoxkcHMQvf/nLVfdppZCQQVSFZeipaZr9YL/cREMURZimCdM0MTc3h1gshp6eHnR1ddV0QtVMQsZKU0nWKiKjFudBFEUEAgEEAkW1W9d1e9I4NzeHyclJeDyeMnPGaoWNZp+AN3v/gNYSMizT4FrAEzasqj25XG5ZYaMWx62VSpoRBEEQBNE8NCK15KGHHsJVV12F+++/346qtl5GP/jgg1hYWMBZZ51lrz8yMoKNGzeuuk8rhYQMomKWMvRcCkEQoOs69u7di0KhgK1bt9pv8WtJM6RlVJtKsp6RJAnBYBDBYBAAoGmaLWzMzMxAVVV4PB47WsPn87X0G++1HnvV0EpCRr36Wlq1ZylhI51O449//COGhoYwNDS04vZaraQZQRAEQRD7F4cccghyuRxuuukmfPjDH0Yul8Mtt9yCY445Bl6vF1dddRU2b96MY445Bg8++CDuvPNOfP7zn1+z/pKQQVSEVVa10iiMUqzKF+FwGMPDw3UrX7jWERnrPZVktbhcLoRCIdsPRVVVW9iIxWLQNI2pONFqwkYrCAStFpHRqL46CRt79+7FyMgI7rnnHqRSKRx11FF48YtfjJe85CV4yUteUvH9rNVKmhEEQRAE0UQIQk0iMrDEc1UwGMQ3v/lN3HjjjTj++OPt6NHrr78eGzZswJVXXolrrrkGsVgMg4ODuPrqq/HqV7969X1aISRkEEtSauhphXlXOrEwDAOxWAzxeByyLGNwcLCuk5K1jMioVVWSZogqaRSyLEOWZYTDYQCw34Zns1lMTk6WGTO2QjWUVjlvJGRUhiVsHHDAAbjpppswNjaGyclJzM3N4cEHH8Q999yD6667Dscdd1xF+2u1kmYEQRAEQTQPAsQaeWQsvY+DDz4Yt912G/dvZ511VllqyVpDQgbhiGXoaeVGVSNiFAoFRKNRAEBPTw9SqdS6eCBfLDRQKkntkGUZkUgEkUikLMzfMg8FgLGxMTsVxePxNN2Yarb+8GglIaPZKoUMDAzgxBNPXJU7d6uUNFvPTM0VxdPRqXYIBRWbjAR3vYg4wyxzudkIHKdHQl41E966ssKvDiDNZdjtuzkVvjxFodcUio904kAHRFMDwkF23fFptp+j/KolyihbCWLmOdbxP5Pnl9IYTbHt86ouRHP87eOqDMHrQj+AZ+JtMPMaXA5VH1RONZT5HBsV6VQ1Qnpmjl0msutOzIa527el2WPVZbDnLznrh+Eunq+FOS9Epdjv+XRl6baBNn7VjWyOUzVCYvufLvCPtcKpupFR2RcIEYNfSULPCdA1wf4ZqgBRZts3Evz+g3Na9DRbdcI0+NMWSWLXzSvsukqBv30+x37W6awPMFwIA5jJeYG8C3nOOAOAvVn2uIY4VdtCCv/48yqs7E6z109a499tRM64Ljj01T+lwtx3z5ifDkAouLkVTnxu/n2pR0oxy9wKO/7dvfwKP8hxxlAb576m8SvUSO3sMZTjeehycQy4/AYk1YBH5vffy6nG4+Fc6z6J/+zhFsuXh+TmeUbZH2mtuG2iIViGnoqilFUlqWRCYZom4vE4du3ahUAggG3btsHtdjfkbXWjU0tUVcXIyAgWFhawbdu2mogY+1NExlJYb8Pb2trQ399vGwkFAgHkcjmMjY1h165dGB8fRzweR6FQWPPj1ioCwVofp2qopdnnaqlV1RKrpNn999+P3bt347LLLsOhhx6KO+64A8ceeyy8Xm9ZSTOCIAiCIIii2adUg/+b47mqFqyfT0LUBOtNuKIoVaeS6LqOsbExTE1NYePGjejr67O3Xy9ChkUqlcJzzz0Ht9uNoaEh8sOoM4IgQBAEtLe3Y2BgAENDQxgYGIDP50Mmk8Ho6Ch2796NyclJJBIJe/wSLK0muDRLX2tdQcUqaXbvvfdifp59Iz44OIjZ2dmatEcQBEEQBLHeoNQSwsYwDCiKsiJDz2w2i2g0CrfbjeHh4TJPg/UmZMTjcaTTaUolWUMEQbD9Mzo6OmCaJvL5PLLZLFKpFGZmZiBJkl0Nxe/3191no1UEAqB5xIGlaEYhYzV9abWSZgRBEARBNA8CalR+dR3FMZCQQdipJKqqVh2FYZomZmdnMT09jZ6eHnR1dTHbNjJSop7tWJEqhmHUrSrJWqaWNHMEw3J9KxU2Ojs7YRiGLWwkk0nEYjHIslwmbLg4+av7A60iuDSjkLGaikutVtKMIAiCIIjmQYAIsQFmn63E/vkkT9gYhgFN06DrRfObakQMVVUxNjYGRVGwdetW+P18s6pGRmTUC6sqiSiK6OnpoVSSNaCa8yuKom0KChTHeTabRS6XQzwex9TUFNxuty1q+P3+VZcFbiWBoFl8J5bCilZolmO6WuPRVitptp6ZyHnRD2BPJgAzry1RiS7BLIkIU8wyl8H/fuNdZZUagAKAOM0aUEJjTQ3h2reHfWaf8MqAKQDTbMqSOcMa9Sl7WKM+AMhOs4+Ik0nWgDCr8R8lxzgGlLxDFcvzj4BbdEEUi2afccUFQwG8HFM+AChwzCo5Rwq6wb/PF/JsxF4gyJoSSg5mobrBDiKBc1j8AQWG27R/FmUVAJDmHCuXi/0E7jZ++2051ljR38OaHepamrs9D54xamcPf3tPrwDdVTwGng0CJE3gnwAHjCy7cm6aPabzCafnTLavOY5ZqdvFN5DkmZ2aEAAIzM88VM5pSXMMPFWO2S0AeEUfs2wixw6gAmecFbdnn0lTDsagshgGvEUT09FkCMhrSHCOlVfkn8Acx0S1fSbHLOsWY9ztpU6OMe0Qp68R1lgYAMRNbCS0x52ELhU/g+dAHyTdhQ059l4HAN5ZznVhsu2HXHxj1sX3MI+fP6aIxkBCxn6KaZp2VRJrAlbNQ7o1sQ8Gg9i0adOSk8BWTi0xTROxWAzz8/Po6+vD/Px8S0wCiXJEUUQwGEQwWHwI13XdFjbm5uYwOTkJj8djR2z4fL6qhY1mjmgppZUEl2rvS/VktREZQGuVNCMIgiAIonkoPhPVICKjSZ6ragEJGfshlqHn+Pg4/H4/IpFIxYPaMAzEYjHE4/GKPSJaVchQFAVjY2PQdd1OJYnH43X9LFS1pDFIkoRQKIRQqFjyS9M05HI5ZLNZzMzMQFVVeL3eMmGjEgGrFb4cWk3IaBaarT8EQRAEQew/FKuW1ELIWD8vZEnI2M+wojAsTwyrvGolFAoFRKNRAMDQ0BA8HjY8jEcjhQwrHH21WBEn4XDYrr5itbEehYb9fYLmcrnKhA1VVW1hIxaLQdf1MmHD6/UywkarjItW6mezjEvDMGoSkUEQBEEQBEHUBhIy9hMsQ09N08qqklQyqTFNE4lEApOTk2hvb8eGDRuqSq9opYiM0lSS/v5+tLW11aZzVfaBKKfRx0SWZciyjHA4bEcwWakoiUQChmHY/hqWsAG0hiDUTALBUjRTP5vNeJQgCIIgiP0LASIErP6FCpl9Ei2FNRFbbOgpiuKyEQy6rmNiYgLpdBobN26031hXQ6tULSlNJXGKOKn3Z6GJkjNrdWwEQYDb7Ybb7UZbWxtM04SiKLawMT9fNNSTZRm6riOfz8Pj8TTtuWwmgWApmqmf1jVPERnrg72ZooHksykZWk6AavC/1zSDfdjbJrIGnCGdNQAFAFlhTeUqNQAFAPGf/2SWCRwDUHM6WfxXlIEuwJxZgGmoMGKsMWNhN2tgGdvL//yxFGu29/QCuyzLMTUEgD0Z9voVOZf0FMfoEQDyugSXJuFQALvSErSciYDDU6sssv3KcAwc8w5miQLamGUdGfZYRdN8A0I3xxhR3Mk+KyRzXpieoinhxEwEQqFo9jmaYk1UMwprwDioJ7ntL6R5BuQZZsn8At8s0+AYWRY4Jq5def49UJ1TocvFY6DOGzBUA7zoddPgGyOaOtt+OsF+pnSBb8Dok9lrLaey/ZdF/vaJPPu8N513Q4QLEQCzeTeMvIiMw1ifzLH9d3GGmot3AQDI62z7vOtHd3j8lAT2vCyo/LZk0QvRcOFQANGsF0Zew7zCfi7ZYa7LMyzdwDEL9e1Rudt7k6y5sDeQYFfM8E2IBTfnJiAIsF2b9/0sefgHy+1hx4pbZMdlhDOmiuuWX+uSm/85icZAQsY6x0ohKY3CsFhuUp7NZhGNRuHxeDA8PAxZZm9UlWC1We+JyWr27ZRKQhCLEQQBHo8HHo8H7e3tME0ThUIB8XgcmUwG0WgUgiDY1VB8Ph/cbnfTTMqB1hDMVlslpJZYgi/dFwiCIAiCWAvII4OFhIx1imma0DQNmlZUFHllVZ2EDNM0MTs7i+npaWzYsAGdnZ2rmlA0UsioNlqi2lSSRkSXUGpJayEIgu2foWkaBgcHkc/nkcvlkE6nMTMzU1YO1ufzQZblNZukN1Okw1I0U5lY65pslv4QBEEQBLG/IdQoLaT5nwErhYSMdYhl6Gm9RXQqYchLLVFVFWNjY1BVFVu3boXfzw9DrIZSIaOeVCsyVJJKsto2qqUVJphrQauIO9a1ZlU66ejogGEYyOfzyGazWFhYQCwWg8vlYoSNRtFKQkaz9LM0LY8gCIIgCIJYe0jIWEc4GXo6sXhSbqVXhEIhbNq0qWb54M0oZCwsLGB8fJxSSVqIZpnUOuE08S6NxgCKQqNVESWRSGBqagqyLJcJGy5X/W7NzSQQLEUz9ZMiMgiCIAiCWEsEQYLA8UNZyX7WCyRkrBOcDD2Xwpr4G4aBWCyGeDyOvr4+tLe317RvjRIyKmG1VUkaEZHRDMeJqB+iKCIQCCAQKJrG6bpuCxvz8/MoFApwu91lwkYtTSZbZXw1o5BBZp8EQRAEQRDNAQkZ6wDDMKAoSkVRGKUIggBN07B7924IglBxekW1NEtEhqIoiEajMAyjbp+1lWmVCW6zstKJtyRJCAaDCAaLrvW6riObzSKbzWJ2dhaKosDj8diiht/vX1VkQDMJBEtBZp9EvcjtM6hPa4CmOVfdSHGc+LMZtuqBby7L3V6aY6tGiJyqI7zqJAC/mgm3kon1r1B8pBO6wxBMDUKc7ZfAeeozOVUIAH7VlgKn6kfSoTpCvMBW8lA5BUpieX51Ao/kgywUv5dm8ybUvIkFBy0x6GLPFa9CieZQqK3DzZ5Xk5NHnuJUQgHAraaicNbVdBHmvvGm6SKEfT+LAvv9K0tsZ90eftUPKctur2ns+ctp/DTGNKfCR05n+9+W9HG3VxQJhru474WYB6IiQlXZ7XXOmAL4xyqWYVObJ3O86iyAh3Oskpz2IzL/+PEq3OzNSpAMF4YA7M66oOcAxWH87E2xFS54FUpkh6olKue4jKXZfSoOlQYNkz2vGd7FBkAWJUgoVgOayEvQcyYWOIU3nCoEtcvsH0Sw56Urzk9N92bYxjrcKWaZFGLvnwAgcI6hkTWgu9zASwAtmoOpKUhO8cdKLs9e6wmFXZZ2uNYXjzVZlxDmrll7xH3/1WI/6wUSMlqYUkNPyxiv0gd/0zSRz+eRTqfR1dWFnp6euj6kNyLSYKk2apVKQmafa8P+dEwkSUIoFLJLHWuaZgsbMzMzUFXVNhf1+/3wer1Vj+dmEQiWopnMPknIIAiCIAhiLREg1KZqCZl9EmuNYRjQNK2qVBILXdcxMTGBVCoFr9eL3t7eenYVQLF/ayFkrDaVhMd6NPtshYlts/exXpEOLpcL4XAY4XBR81dV1RY2pqamoOs6I2ws1Y9Wichopn6SRwZBEARBEERzQUJGi2F5Wqiqaj/oV/Own81mEY1G4fF40NPTg1SKDeeqB2sRkWGlkpimWbNUkrWYWDXLZI5oDmRZRiQSQSQSsb1xstkscrkcEokEDMOwU1D8fj88Hk/ZGKqVQPDII49g79696OrqwnHHHVfzSX6zCRmCIJCQQRAEQRDEGiFBQC28utaP3xcJGS3EYkPPakQM0zQxOzuL6elpbNiwAZ2dnVhYWGDKr9aLRgsZ9apKQmafhBNrMfEWBAFutxtutxttbW0wTROKotgRG/Pz8wBQJmys1nvCNE186Utfwje/+U3kcjm43W6cdNJJuOmmm2paRraZhIxm8usgCIIgCGL/Q4RQI4+M9fM8Q0JGi2BFYei6XlUaCVAMRR8bG4Oqqti2bRt8vqJZUyMnzYIgNEQ0MU0Tk5OTiMfjNUslWWusc0QTqeamGQQoQRDg8Xjg8XjQ3t4O0zRRKBSQzWaRyWQwOzsL0zQxMzODYDAIv98PWZarGlt/+ctf8I1vfANS5ya0H3YyjD0P4f7778f27dvx9re/vWafxTCMupahrQbLSJlYH7Tt83Xr9pjQTRN9XoW7Xo+PNcts68kxy1zt/LEhdofYhRy3SYFjAArwjT2XMgA1zeJbNrOrA6agQ8ywJppygv2sbbN8s9J0gTXAa5NZAz3dwSw07GaPi2qw98kFjtEkALhFQBaf/1kQAdHhXmWA3W+e4+tYzbdogWMCm9f5e/BLHGNRjllmSpUByYUggLTmAvb5HuY4bRmc41rI89+kxrPseVE5+3Qyy1Q4ZpNxhW0r4Apyt+9U8zA9RSE7nvJDKKgwOEfb62INLJ3wu9gTGOQsqwaVYwALABrn61sxAJdhbVe8dHljqvh3dgfVmH36OKc1ILPnRHQ4fH5X5W21u01IcrG/7bIJXTfh5bQfdvGfaTb72XtgQGYNPNvb+fcVHqLM9tXM89tXU+w9NDcvw3AXP0Q6KkFUXIjORbjb84w9n02zyxYcTIwX39ZCGRl93DWJRtAcT4mEI6ZpQtd1aJpWdVUS4PnIhFAohE2bNpWVD2y0kFHvtnRdh6IoyGQyda3A0gwT1v2NVjnmzSY2CYIAr9cLr9eLjo4OmKaJnTt3wu12I5VKYWZmBqIo2tEalrCxFDt37oSqqvAc81YoXcMQO7fB2PlXPPvsszXtezOZfTZTdAhBEARBEPsfgiBBEFafFlKLfTQLJGQ0MYtTSaoRMQzDQCwWWzIyYT0JGQsLC5icnIQgCNi2bVvTTICqhYQSZ5p9ItlK5629vR2yLMMwDOTzeWSzWSSTScRiMbhcLlvU8Pl8jLDR3t4OAND9nQAAU3TBNE10dHTUtI/NJB40k6hCEARBEARBkJDRlJQaeq4kCiOfz2NsbAyCICwZmSCKYst7ZJQKNp2dnUgkEnUvI9uoY2aaJqanpzE/P19WlWKxeSPRPDT7eVmcplQajQEUr6dcLodsNot4PI6pqSnIslwmbLzqVa/CUUcfjSc9QQgA9EwCmzZtwplnnlnzvjbL8aTUEoIgCIIg1hIBAoQaeGSsp/Kr9GTWZJimCU3ToCiK/RawGkPP+fl57N69G8FgEFu3bl0yvaLVIzIURcHIyIidShIKhdakxGutscbAnj17sLCwgA0bNsDv9yOXy2FsbAy7d+/GxMQEEokEFIWf2000nmaaeC+HUz9FUUQgEEB3dzc2b96MoaEhdHd3QxAEzM3NYffu3ZiensbHr70OglSM1OjrCOKOO+5Af39/TfvYTMezmfqyP/L73/8exx13HC655BLmb/fddx9OPvlkHH744TjttNPwxz/+cQ16SBAEQRD1pWj1ufr/aiGGNAsUkdFEGIaBZDIJVVURCoWqegOo6zrGx8eRzWaxadMmBIN8Q6ZSWlnIsLw/IpEIent7IYoistnKjYWaFUEQoKoqnnvuOfj9fgwODkLXdQiCYHscWKkAqVQK09PTzBvzZjFIrCWtlLbRzFRrHCtJEoLBoH0/0TQNuVwOc5MJe50XbBmAx+NBJpOBz+erWeRCM4kHlFqydnzjG9/AnXfeic2bNzN/e/zxx3HFFVfgc5/7HE488UT8z//8Dz7wgQ/g/vvvR29vr+M+u93FdM1+rw4DOgYC/O+OzkiGWebpZcektIFvoAgPx2/GxY4jczrJ3Zw3+pcyADV0AI8BxuGHQZD4b6pcHFPCkB7jtj+IBLNM4RhYBh0MJPMGa6CX1TimmAbfl6fPL0DyFdff4BegCwI43QcAdLnZSEkvx+zQI/J30O9jjVF9HGNKWeRHZPZwDBB7+9jz6p1TYXpkxAFsjKQgeIsmie159qXTxr4Es8zfz29fENi2XC523SSnHQDIc86rYbLr8gw4AcDvUWF6AGXfzwJU5BT2vMoO2+c56/LOdcHBrFPlmJUqnHV5YwIAZIFtzCMCUonZrCSyRo8WETd7/LwcA84Qx9QSANrcbPsRTmNO34g8s06O/ywAICgZEKXi2AhIBgzJgMz5ru1w851Fwx72BZpbYs+ry8s/1ybHxNbkDGuRvX0AAAwHE05mPQcTYh68YaE73GsKi/rqbUyQNuEAPZk1AaVRGKlUCgsLC1U9NGezWTz33HMwDAPDw8MViRhAawoZhmFgcnISY2Nj6O/vR39/v32sGl3itdZYIkUikUBXVxc2btxYZs5qte/z+dDZ2YmNGzdieHgYPT09EEXRjsbZu3cvZmZmkMlkGpYGQzTXxNuJ1VbAcblcCIVCEHxhe9mGtgB0XUcsFsNzzz2H0dFRzM7OIpvNrmr8NVPJU0otWTs8Ho+jkHHXXXfhhBNOwOte9zp4vV6ceeaZOPDAA3HPPfesQU8JgiAIon4IECFAqsH/6+d5Zv29um0xeIaelU6UrTKKMzMz2LBhAzo7O6t68LfaasQErBYCgKIoiEajME2T6/3RykaZuq5jYmIC+XwekUgEXV1dFW1npQIEAgEAz78xz2QyiMVi0DQNPp/Pjtjwer2O57rZj12zTGpbmVqd4/nM86XW+toD9ttvVVWRzWaRzWYxOTkJwzDK/F2WGn+8vjaLeNBMfdnfeOc73+n4tyeffBInnHBC2bJDDjkEjz/++JL7FDxFgVjwuiACdtnIxRhudrnOecsKib+9KXAesTjLTJG/vcBb1+S8Od/34lNf9C9vXd4+dRf/1afh5nxWD7u9YPIfJSWNXe7ilC+VHe5Lkk+AtO9Vs/WvQ0AFRC+7X5ET/SE67YDzuUzeuXZ4bOaNIcPNHlfTI8PcN67MkvFlmpVtr3OiLIrrcrbnrcv5nMWVOWOF91kdtud9LlNg+2R6+Mefty7vWAsGv32RE5EhapxlDsePNwQl08WMP6dvUFll9ytzxo/LISJD8rJ7ljnjV5b4/Xf5OJFeDu8RRK8A0eva9/O+fznRK4JDRARvrJsS274uO+2AbUvnlHp1uK1A5wwVwy3Z14B9LTiMVUFil0ucEtC88rkAG70h8cJh6oRQo7QQEjKImqDrOmPoWamQoaoqxsbGoKoqtm3bBp/PV3X71oSiFYSMhYUFjI2Noa2tzU4lqXUblVCPNvL5PKLRKFwuFyKRyKpSQ6w35qFQCEBR/LEmlvF4HADKhA23200CQY1olYgMQRBW3c+5zPOhpZ3+5x9WZFlGJBJBJBKxRVpr/CUSCRiGUTb+ljKubabjSUJGcxKPx5mKXJFIBDt37lxyu8GLjwMAbPv8yQAAfgA0MFXhslVTmW7tzGPlvz71ZGjfT8ey627lbM9b5gDvKnBK4nFO7qmeE7/y6hrurTJ43/TtDuvygvD3LLP/xGVvX/Lvy22/EpyeLnhxvJXF9hZJlPycvPxsx/UKVeyT11c2Lqt+HFjy8yvXYPxtb0AbB910UtXb8O6XbGIVsLvqPdeG8QvfAwBwkFHQyVl2XN16Q9QbEjLWACuVRNM0xtCzkkoilj9EKBTCpk2bmPSDSikVMurNSgWA0qokAwMDiEQiNW+jGmrdRiKRwMTEBDo6OrBhwwZMTk7WbN8A4Ha74Xa70dbWBtM0USgUkM1mkclkMDs7a1etcLlcTR+RQayeekRkdAac3iYLzPgrFdbm5+cBOAtrJGQQy+E0PpYbN2Nf+hMGLz4Ouy/7Bcy8hgMjKe563ZzlHS9gp6xSj0NlsAFOSWIv523mzAJ3e6E7zCwzu9h9GocfBqAYifHUkyEcfEgKkgSIj7GRKcLIOLNMfXKG2356F3sc90yy7U/n+R4ZO9PsVCLHiciYzDr4VgSKERknfuXV+PUHfgU9r3PfnAPAZj87vUpz3mg7eWQcEGJ9UrwcP4f5An961M3x2BjsTzDLkvM+mG4ZicvejrbP/xcEpXgvTXG8KwZ7Wd8LXy//+TAxwo4rnkfGyBRfislzIjKmOX3a4uAn0xHIwXTLSF5+NiKf+x4Ehe+R4ef4KwB8j4xUgV02nuO/tNM4ERkLnIiMsENEBs8PYTRXjMh45Vdejd9Y44+7NTCywPFo4URkBB0iMgZ87J5H0uy6Cwq//4NB9rNygkQAAAcGdYheFw666SQ8c+kvYeQ1rvdIu4NHxrYQ6x3E88joG+B7//AiMtwd7Od38sgocG5XSroYkTF+4Xsw8B/fhqio2MW5VwFASmPH1TMp9h42r1QWkRHeHMLLrm2MFCIIIkRh9REggrB+nmdIyGgwpWVVATBVSZaaKBuGgampKSQSCfT39zNvoqrFejA3DGPFYkilrEQAWC6VxIlmmgA5UXouBwcHEQ4XH1h5x6lWn0UQBHi9Xni9XnR0dMAwDNs4NJ1OQ9d1jIyM2JNKv99f93FRKa0gsrTCuKtVH0sjMjoCTu89yhEEAR6PBx6PB+3t7Y7CmiVsNJO/SzP5dRDP097ebkeaWcTjcXR08B9gLcxC8aHbzGsw8pptuLgYUWGXSxpnmc5/KBRNzkSAa3THb1/gbG8K7IRh8XOtJBX/F3nrcvZpaPzJpahwPleB06c8f8Kj59ntNY64oOb493e9ZMag53XoOc3R7NMQ2c9qcNoynFJLOJM2Qed8Ls5nAgBBZM+hyKkqJhSef+wWFBVCQd23nJMGwdle0vj3RZFzCkXePZRz/gBwZ/JmnvP9zzFABQDB9fzntz6XwOmTAIexzhuCBc614jDWDI6QYXCEDG66DfjGonpJmIE1/pyeRNQcu1+JI2Twxj8A6ByzUTXHuVYchAyNk9rhMFRglAh0xr57oMERMkzD4Vy72XMocIQMSeXfV3hmn5LGETIc5toSZwiJiqvkZ7V473YY6ybHLFTnjCuNM/4AVsjQ804xfUQjICGjQZimWSZiOJVVdYrIsNIPRFHE8PAw3JzcydX0rd5UK2RUkkrCa6Pe1CIiQ1VVjI6OwjTNmp/LarCiMfx+PwKBACYmJtDd3Y1sNou5uTlMTk7C4/GUVURZy7fSzT6RbAWxBajNcZzPLh+RUUk/SoW1xRV5DMPAxMREmbAmyytra7WYptk0oh7xPIcffjieeOKJsmWPPfYYTj311CW32xLKQAdwUNsChIKKzZvi3PV8G9ll8pGchImQn99QmBOcPz3PLDJiae7mQpx9+y1m2Df/1l256IlxLMTHHoco6HY1E966pcgO6kBYZF99btHZ/ocSAe72ABtBmeWIPn6HdMp+rwZx34vSrX4NhqhBdaha0e9jkxaSnLx3P2fCBQB9YX5UzmKcbvOdQU5ERzv7LOdO6jD2TTplSYe4b1Lpk9nZmexnt3fyPdA5k3ZeX50qOcgcgYdnEcCrDgIAkmjAEK0XdAZE0YBXZieHoSA/ucSjsOvyojec+p9S2e8GD+ee7XT+JY6QkNVFiPuq4XS5DRiG4ShkZPzscQlwhnU7pzoJAGz1s8dFBPvybp4nLgLYyIlIchqrB4Qytn/EUDADyBp0znHt4lTiAYC+ATaCTJLZxrwH8J9tTc7EX+CVg+GIGwBg6Oz2hbwLxj7/lELeBVExkdP59xXefWGBI27MFRwE1kXXoJpv3LMfeWSwkJDRAHiGnkuFxJZOiEzTRDwex9TUlJ1+UMs39I0yyKy0nWpSSXhtAM39ZjydTiMajSIcDqOvr6+pwtUFQWBKbVppALFYDLquw+v1IhAILOtvsL/S7MdjLSMylsOqyGNV5Xn22WfR3d0NRVGQTCYRi8Ugy3JZKkqjSg038z1lf+bMM8/EW97yFvzsZz/DiSeeiB/96EcYHR3F6aefvtZdIwiCIIiaIkKEiNW/VBFJyCAqxYrC0HV9SQHDojQiQ9d1jI+PI5vNYtOmTRWXVa2GZhIyVppKUtoGUN834ys9XlaFmdnZWfT19aG9nZ+nKghC04TUu1wuhMNhhMNhxrjR8jdY/LZ8f57stUJERq0m5JZHRtAjweOq/ReidSz9fr+ddmUYBnK5nG1cOzU1BbfbXSZs1CNqwjAMishYQw4//HAARWEVAH71q18BKEZeHHjggfjCF76Am266CVdccQWGhobw9a9/veKqTwRBEARBtC4kZNQJ0zTtqiSLDT2XwprIZjIZjI2NwePxYHh4uG5vHisxF60Fy03QV5JKwmsDaD4hQ9M0jI+PI5/PY+vWrSuqMLPW8IwbLX+DdDqNmZkZSJJUJmzUcsy2gkgA7EcRGftSSzr89Un1sM53aV8XlxrWdd0WNkpToSxhw+fz1UR84PWFaByPPfbYkn8/6aSTcNJJ1TvvEwRBEEQrIZgiRLMGqSU12EezQEJGHTAMA5qmVZRKshhrwr9nzx5s2LABnZ2ddX2AXuuIjNWkkvDaAJpr0pvL5TA6Ogqv14vh4eFlJ1aNOh+rxck4NJPJlL0tL/XXWO2kstknkq1w3mrRR0UzkNpnjNVZo7SSxVQiHkiSxKRCWcLGzMwMVFWF1+stEzZWIpBafaGIDIIgCIIg1goBQo08Mpr7eboaSMioIaWGntabz2omX6qqYmJiwk6taMSb+7UUMlabSrIWVHq8LG+TyclJ9PT0oKurq+kn4quh1DgUKL4tt9JQSieV1jper7ep/EFqRbOf41pEZJQafXas0OhzOazorWr66nK5EAqFEAqFABTvp5awEYvFoGma7cFRzRgsrTBFrA/ag1nMAuiOpCEqKnwD/PWkbk5ZUR/ne8pJ5BqfZhaZM6ypZGE33wBR4DyhyQnWANFlWMKfC9haLLEqmBr3cbdSA1AAcHHcHiNajO1TlF8+VtHZ45LklPR0MnAc9OdsU8IBXw4QNeQ5+wSAHh9rthlwsfeniJd/rLsH2JKSvKIN/hS/EkPbVtas07WJNUFt1zLQZR3TANoG8nZlh4jKmrj6DuaMNYdUvnCCNWbkGYN2ZvgGjjzSHFNEr8SvBOF2azD2lRZ1yxpEU+NWrREl/vOTprHnVeOc64zGn7akONvzjEm9Ij8ymGcCGnIZEPdVOQm5DBguA7LD9mlOSU8/57N2e/jHr8PDjssE5/jrJn/8ezlmrU5Pqn5ZgykL0AH4ZB2CoUHnmOj6PfwKM5KHcwx4VU+cqnlwKuQYSU5bnKovAKBmeWNFtCvXaIYIURehORgD8+43vDWdHvXzi/rvUEiGaBAkZNQI0zShaZqdx1utiLGwsIDx8XEEg0Hkcjl4vfy67LWmkaklpQJAMpnE+Pj4qlJJeG0Aa/9m3Kq2kEqlsHnz5rp4m9SDWh43SZKYSaUlbExOTsIwjDJvg/VgHNoKhpC16GOp0Wc9IzKqvYcuRpZlyLJc5vFiCRulY7BU2OC1Z10XJGQQBEEQBLFWiJBqZPa5fiJMScioAaWGnoIgVPXAaxgGpqamkEgk0N/fj1AohGQyCcMwGhLK3OiIjFqmkizVTr1Ybv+FQqGsTG615SJbJbWkWmRZRiQSQSQSgWmaUBRlSePQtSpJuz+w6oiMTElERh09MmopCpV6vJSOwVLzUNM07RSUUnGtNEVwpTz99NP47Gc/i8cffxwulwvbt2/Hjh070NPTgz//+c+44YYbMDIygt7eXnzoQx/CG97whlp9dIIgCIIgiHUJCRmrwDL01DQNhmFU5YUBAPl8vmzS63a77eiIRk1mGylk6LqO3bt3A0DdUknWUsiwDEvb29vR29vb9G/n1wpBEODxeODxeNDe3g7TNJHP55HNZpFKpTA9PQ2Xy1UmbLSCuEMRGbWj3seydAyWmtdawoYlrt19993o6OjAtm3b8IIXvGBFbSmKgve85z14+9vfjltvvRXpdBoXXXQRrr32WlxzzTW44IIL8JGPfARnnnkm/vznP+Piiy/Gli1bcMQRR9TyIxMEQRAE0cKQRwYLCRkrxApVXomhp+WfMDU1hc7OTvT09NjbWv82qgRno4QMywiyo6OjZqkkPNYiosE0TcRiMczPz9ckyqQVJu21RBAEO8S/s7OTW2bTqoCSyWRWbNpItI5HRqNFoVLz2lJxrbe3F7/97W/x7W9/GzfeeCNe+tKXYvv27TjxxBPR3d1d0b5zuRwuueQSvOlNb4LL5UJHRwdOPvlk3H777fif//kfbN68Ge985zsBACeeeCJe9apX4c477yQhgyAIgiAIGwEixJoIGevnGZqEjBVglVVdSRSGpmmYmJhANpvFpk2bGP8EKy+8UZPZentklKbOeDwe9Pf3162tRrD43Kiqimg0Cl3XaxJlslZv9JspkmBxmU1N0zA3N4d0Oo3p6Wmoqlrmr+HkbdBo9peIjNLUknpFZBiGsabH0hLX3vnOd+L000+3TYkffvhh3HvvvRgbG8Oll15a0b4ikQjOPPNMAMXjPzIygrvvvhunnHIKnnzySRx66KFl6x9yyCH4+c9/XvPPRDxPaIuOWQDtB2mQNBXykRv4K/KMPSMcz6Ppee7mxii7XNnDmjrG9oa425scU7q2WdbUMqQXDTh1lxvYCqhPzsDQFMgG+xxRqQGo07ouhTUrDHji3O0HlCS7bsLPXZdHlz8H0yMjC6DTn4cgqUgV+N+xbhdrLJjjGDB6ZL7ZouhhjxXPVNB0MBDkGbOaHGPQQlKC4S7uV1mQICrFnwWOMaSxwBog6in+81pimjWH13T2DE5n+MefZ2I5U2CPn8Ix0AQAt6TD9BTXn18IQCioVR3/LKctycFYk0ee81lNzlvnvEP/eUdFN583fNRNwDABJ+new9ktz+yz3e1g9ulnTVgznOOnGvzxH+YcV5fAn0e0B3IwPBrmALQFchBdKlyc66dtkL1XAYB7kP3eN1Js+4Kbf6x56yqz7Ho632sUE7NhZlky7wG8LvgBjCXCQF7D3iz/WM0U2H5FM+yxGnUwxl1A+fKc0tzPfesdEjKqYLGhZ7UiRiaTwdjYmF2K03rLvJhGGXAC9Y1gsPwiBEFAb28vkkn2oabWNFIEymQyiEajCAQC2LJlC0UJ1AmXywWv1wtVVTE4OFjmr5FIJGAYBuOvsRaT4FaIpKl1asl6ichYCsMwIMsyXvjCF+LYY4/FBz/4wRXtZ3x8HCeddBJ0XcdZZ52Fiy66CO9973uZlJW2tjY7tYUgCIIgCALAvniM1c81arGPZoGEjAqxDD1LywJWk0oyMzODmZkZ9Pb2oqOjY8ltGzkZr1dbVlWS9vZ2bNiwAel0es3KvNZ6/4ZhYGZmBtPT0+jr60N7e3vNJl3r1exztZQeE8u0sdTbIJvNIpPJYHZ2tqwUrN/vr9pwdTU0y+TbiVqMrdLUknp6ZDSLMGgds9We24GBATz++OPYu3cvPvGJT+Cyyy5z3GezjyOCIAiCIBqLYAoQzRqkljiUvG5FmuNJsYmxDD0VRSmrSlLpg6aiKBgZGUEymcS2bdvQ2dm57LaNjsioZVtW6dHx8XEMDAygr6/PPl7rQcgwDAOapmF+fh5bt25dVpQi6ovlbdDR0YHBwUEMDw+jr68PsiwjmUxiZGQEIyMjiMViSKVStqdNPWgFAaomERnpYkSGSxQQ8tSnslIzRWRYfalViegtW7bg8ssvx7333guXy4VEIlG2TjweR0dHx6rbIgiCIAiCqJann34a7373u3HMMcfgpS99KS666CJMT08DAP785z/jDW94Aw4//HC85jWvwU9/+tM17SsJGcugaRr27NkDTdOqTiVZWFjArl274PF4MDQ0BJ+PzWHk0WiPjFq1VSgUsHv3buRyOQwPD5eZXq4HISOXy2FiYgJAseqK3195ri+xeiq59gRBgN/vR1dXFzZt2oShoSF0d3dDEATMzc1h165d2Lt3L2ZmZpDJZGouGDbL5NuJ1QoEc3NzGJsrpogF5fqJDc0kZKzWr+Ohhx7Cq1/9ajsl0donABx33HF44oknytZ/9NFHyeiTIAiCIIgyBIg1+98Jq9Lai1/8YvzpT3/Cz372M8zPz+Paa69FLBbDBRdcgLe85S146KGH8LGPfQwf//jH8eijjzbwKJRDQsYyCIKARCJR1YO1FZUwNjaG/v5+DAwMVPU2rxU9MpLJJHbt2oVAIICtW7fC7S4POa915MdS1EPIiMfjGBkZQSgUgiiKjv4mq4V3PpplQteKSJKEYDCInp4ebNmyBdu2bUN7ezt0XUcsFsOuXbsQjUYxNzeHXC63qrHTChEZwMrHUzQaxamnvR5ptbj93NgIvva1r9WyazZrbfZZimXqvFIOOeQQ5HI53HTTTcjlcpifn8ctt9yCY445Bq9//esxPj6O2267DblcDvfffz9+97vf4ayzzqrhJyAIgiAIglgeq9La+9//frjdbrvS2nPPPVdWac3n85VVWlsryCNjGapNi8jn84hGoxBFEcPDw8yEvhIa7ZGxGoGhtCrJ4OAgwmHWTdhqp1ERGbXEMAxMTk5iYWEBGzduhCRJSKVSNW2DaBwulwvhcBjhcNguoWwZh8bjRed9n8+HQCBg+2tUM6aaZfLtxGoiHT7zmc8gOjWLDrGYTmLkFnDjjV/EySefjK1bt9aym00VkbHavgSDQXzzm9/EjTfeiOOPPx4ulwvbt2/H9ddfj87OTnz961/Hpz/9adx0003o7+/HTTfdxBiAErVF6iq62bv6fJB0FxDw8lcUOed9ao5ZZCbZSiIAoIyyrv/ZafaxK5YKcLfXOBUW0gX2mWIQCQCA4S72N71LgKiICIszzLouzmdykul41Uy4lUwcjl9Yn2CWucfY70+vm1+eILIhD1124zkA/ZsWIKkKMnG+55Hbx1ZCCKYKzDKnSgyeg9hzII2x59VbYPcJAK7hNnahxj5bedoXoMvFFEd3mw5JLf4sejjnJcieay3B7z+v6gSPgEPVkICbrbASybPn1e1QScQjazBlAcq+nwVDg87J5Xe5+f0U85wKO5zLz3DI7edVKOH11evQ/zBnDG4wRMBbXL/bqwDQEJL5Y9Ujsv0PuNhjvSnCf37s6MwwyzSdTd3kFCJybMvF6RMABIIFGG4DcwACgQJEWQXvK07yORzrPHsOTYVTdYdTncRpXSVdeZqqorHraqYA7BsbpT9XilTF6qpQfq1ocCivUgcaYfbZapXWSMiogEoiJEzTxPz8PKamptDV1YWenp4VP/w2MiJDFMWykOdqKK1Kspxo04qpJYqiYHR0FIIgYGhoCG63e9Vv7YmVUY9jLgiCo3FoOp3GzMwMJEkqMw5dKhKnFcbFakw0n332WXgPPsH+XVJSUBQFe/furYuQ0Uxmn6vty8EHH4zbbruN+7djjjkG99xzz6r2TxAEQRDE+kYAIHJEu5XsZzlapdIaCRnLYJm8LSUsaJqGiYkJZLNZbN68GcEgp858lW02e9WSxVVJlnvQbzUhI5VKYWxsDJFIBL29vQ2bVK1l1ZJmn4jX+w29ZRxqmYcahoF8Pm9Ha0xNTcHtdtuihs/ngyRJzD6amdVEF3QMHYnY4Kn274Vnfg+Xy4Xe3t5adc+mmSIyVptaQhAEQRAE0Uq0SqU1EjIqYCkhI5PJIBqNwufzYXh4uCbeCc3skVFpKslq21kpq23HNE1MT09jbm4O/f39aGtrq+n+idahtIxrV1cXdF2301BmZmagqiq8Xq+9TjP5OjixUoEgq+hIHnoGhHTxvpT7x73I7X0U73rXu3DQQQfVuptNJWQ0U18IgiAIgtg/ESBCqEX51QrTU0orrb3lLW/By1/+8qartEZCRgXwJq/WhHd2dha9vb01LcPZrBEZ1aSSrKad1bLSdjRNQzQahaZp2LZtG7xeNj+03p9jrYQSmqgtjyRJCIVCCIVCAFDmrzE5OQnTNBGLxRAMBuH3++HxeJruuK50bN34y12Y3CditJspnDIk4UVv+SLOPPPMunzGZoqCaKY0F4IgCIIg9k8a4ZHx0EMP4aqrrsL9999vv5wvrbR29913l62/1pXWSMiogMUREoqiYGxsDLquY2hoiDvhrWV79aTStqpNJVmMNdmp99vNle47m81idHQUfr8fmzZtYlIGiLWlGaNgZFlGJBJBJBKBaZrYuXMn/H6/XZkCQJm/RrXGofVgJdffL56awd3/nAIA+GQRt7/3ldjSeeoyW62OZoqCMAyjblWKiLVB6Gsv/rulG4KpAQGH0uhTbN6vvoddpk3yDSBnnmMNJCeTbOrp0wt8s8+CwV4DbTL7vKFYpoAeF0QAeyY7gIKGLTrb14gWY5a5FL5PFu9bnmsA6vA8IKVyzDKPxvYpDL6BpbsL0Pddeu5OQNIAJc1/XtEL7He2qlb+PW6mWLPLwjRnPYe3oe44+xm0GXZcLEx4YLiLhqWpSTdEpXiOvUHWMNAosPuMj/LH6mQixCzLc8wiEwr/BVREYU1UJ/N8Y1UeLjEMeF2IABhLhYC8hizHlFEQ+N/lybyHWeblGJgmVP69eFZhz4uX4xaqcAx0AcDPMcvMaC4ImgvtALKaC6YGyA5moTxcnM/qdjBbdXnZ/Qa87Jj0ZPnnX+S1JTkYq0omIFk/F3/ntS+GHK4fnW1Lz7DL1Bn+dzjvWp2IsdHdPLNYAHguxd5DFzQRoubCUQB2pX0w8hr2ZPjbz3KMZaNZ9lp7TtzJ3T6u7S37XTQ2AngTd91WpLTS2oc//GHkcrmySmu33HILbrvtNpx11ln47W9/i9/97nf44Q9/uGb9paezZVjskWFN6CORCPr6+urypq6ZIjJWmkrCawdojJBRzbErNWmtJLKGUkvWjmaZ2PIQBAGCICAcDsPtdsM0TdtfI5VKYXp6Gi6Xq2Lj0Hr3tVImknl88r5n7d+vOnkYWzr99ehWGc0UBdFMfSEIgiAIYv9ERG3MPpd6omm1SmskZFSAKIrQdR3j4+NIJpMYGBhAJBKpa3srrSRSLUtNzFeTSsJrB6j/m/VqhAbrnGazWWzduhV+f/0naMtBQknrUirSCYIAn88Hn8+Hzs5OGIaBXC7HGIcGAgH4fD74/f6GTJarERI1w8QVP3kaqULxrc4ph3TjjUdsqGf3bJopIoOEDIIgCIIg9hdaqdIaCRkVYJomZmdn4fF4Vj2hrwRBEBqaWsKbOK82lWQxzSZk5PN5RKNRuFyuqkxaGxVZQrQWy405URQRCAQQCBRDyDVNs4UNyzjUEjT8fj+8Xm9dxlc14/brv9+Lf4wtAAAGIh584pQDGjbmm+n6IiGDIAiCIIi1RijafdZkP+sFEjKWwTAMpNNp+Hw+bN26tSEP107iQj1YLJpYqSTJZHJVqSS8doDmEDISiQQmJibQ2dmJnp6eqs5pI4QMishoXSodEy6Xy9E4NJFIwDCMsjQUt9tdk/FW6bh9eDSJW/84CgCQBOCzpx+MkLdxXxfNJGS0QjUagiAIgiDWN0UZo3FVS1oBEjKWQRRFtLW1QRTFhj3MNjIio3TiX5pKMjQ0VNPIk0YJGUtRK7+PekITJj7NLu6stn+LjUMVRUEmk0Emk8Hs7GxZKVjLOLRe/UzmVFx5z9Mw9q164Qlb8MLBxl4rzSQemKZJ5r/rDSvCRhQBUwRmE9zVzDzHgDHOGvDprKclACCTZ79Dsxr72JXV+Q+VSZW9BnSTXRbMFQ1ABdOFXgDTeS/MvIZQgjURlaMLzLKAJ85t3xVgjUV50UnG4Ydztxc5zzGym/38Um+Kv313CKJQXF8+rBuSqSHkm+Wua2TYdFzPLLvMPch/rhG72dRSeSrBLDM1/j3UNNjlRoFjgKhKMATJ/llUi8dIyLLrahxTwniab/aYUiv7TuCZQgKAj2N2GXSx549nQAsAblEH9t2z3YIOiDoEF9tW0MNePwCgc0w4A2523bYC//zxrqGIzJpd+h0MMPuCGWZZWFFhemSYAAYDWQguFREf35i2wDEhjQTZG0PnAXxjYNcG1uxUDrN9co3w+89D5nx+APD3G9D3nVtfrwFJMyBwZoOCl/+9p8+x54W3vekwjRFl9g+8r3sB/LHKG8PCvv9Lf5Yd5uq8ESwL7MoS+NfU4ooftagiQqwcEjIqwOVyNcyzAmh8RIZpmnaUQq1SSZZqq544taEoCqLRKEzTXFV6UDMIMvsrzTKxXYpa9FEQBHg8Hng8HnR0dMA0TTsNJZlMIhaLQZblMmGj0on2cpEOpmnikz/biamF4sPWizdH8N7jNq76M1VLM0VkNFNfCIIgCILYPxFrlFpSi300CyRkVIAkSVAUvopcDxpZfhUo5utPTk7WPUphrYSMVCqFsbExhMPhulWaqRVk9tma1POcCYJgCxZA0aTWEjbm5uYwOTkJj8djr+Pz+RzH+HKT8jsfmcIDTxffeEZ8LnzmDS+AxClhV2+axZfCMAyKyCAIgiAIYs0RUBsRYv3IGCRkVEQjIySAxk1mC4UCxsbGAKDmqSQ8Gi1kmKaJmZkZzM7Ooq+vD+3t7TXZv7XvRtKIt8IkoKyeRry5lyQJwWAQwWCxlrqmaba/RiwWg67r8Hq9jsahTn3cNZPB5x7YZf/+yVMPRG+YDXdtBM0SBWFdE83QF4IgCIIgCOJ5SMiogEZ6VgCNiciwUkkikQgURVlxzn01NErIMAwDmqZhbGwMiqJg69at8Pn4eaVEa9DsIsta9s/lciEcDiMcDsM0zTLj0Hi8mPtuVURxuq8UNAOX/+Rp5LXi3996dB9edVBXwz7DYppFyLCOF0VkEARBEASxlggQapPCvI5iMkjIqABJkhoqZNRzwm8YBiYnJ7GwsIDBwUH4/X7E4/GGTBwaFWmiaRp27doFr9eLoaGhmk5C6h2RQaklrc1aT74FQYDb7Ybb7UZbWxtM00ShUEA2m0Umk4Gu65icnEQgELAjNlwuF27+9W48O100Fhvu9uOyV29b08/RLGaf1rXYDGkuBEEQBEEQxPOQkFEBjfasqFd7vKokul50NW7E5Lnek3TTNJHP55FOp7FhwwZ0dXXVfDLU6NQSTdMwPT0NSZIQCATg8XjqMsFrhknjcjRzH5tVfBIEAV6vF16vFx0dHdi5cyc6OzuhaRoSiQSmpqbwj2kd//XXGQCAWxJw4+kHwyuvbQRCs0RkkJCxTlH3ufkrGmBqMMb4VTvMBbZqSXoPe22kFvgpWKOpILNsLMeuuyfDH+vxAvscEHazYzFvFNNCJa1YtWRn2g09LwKIMOsqOtv/ASXJbT+sTzDLpBRbiYFXnQQAjCOPZNflrCd2JrjbwzCfL4fQHgRMDYLX4VzFWUN2Ncs+4npSfON2U0kzy9KTbKSqpvHvBcEC66OWmGYroeydjwAeF3wAovEwUCj2xyOxx5BTCAVjWX506ZzCqQbDGVaqw6OlwamGM1Ngx0pW54/VoMsLAS5sARArFKvm8Ihk2Uo4AJDhVF2RRLazvKo9AKByqqnw1i1wqqMA/KopPEyH9r1u9l7hC7DLpG5+CrfQzh4XmXOth9P8Eklqnu2X7OefbDEgwXSJ+34WIWoiBFfl33Fakh2YeoFtPxXnn2veMZzmjOs8514FABN5dqwnFAEuiHghgMm8CC0nYopTCQgAJnPstTppzjPLZrRnudsv5PaU/84vZFMXyOyThYSMCmi0kFGPCb+VStLR0YENGzbYk4RGTszrHWkyPj6ObDaLYDCI7u7uurTTSHK5HEZHRyHLMgRBQDweLzN+XE0ZTqI+NMPkezn8fr/thzOVzOGWex+x//bOI4Lw5ucwO5uz/TXWYhLfLGafltDbDH0hCIIgCGL/pWj2WZv9rBdIyKiARpt91lI4WZxKsrgqyXoQMgqFAkZHRyFJEjo6OqCqrApeS+opyCwuh9vZ2WmnCAiCgHw+j0wmY5fhdLvdZcIGTbjWhmaJIFiO0nFrmCY+cd9OJHLFN2evOKATF7z6ALsiyuTkJAzDsP01/H5/3SKCeH1shuNp9YU8MgiCIAiCIJoLEjIqYC0iMoDVT454qSS8thplZloPASCZTGJ8fNyONJmbm2toqdxaY5omNE3DxMQENm7ciGAwCFVV7bHg8/ls41Jd121Tx5mZGaiqWjbpXFytopVp1tSNVmKxQHDbX8bwl5EEAKAn6ManTjsQbrcMt9uNSCQC0zShKIo9xubni6GXiyOCaj3GmlHIIIGQIAiCIIi1RNj3Xy32s14gIaMC1sIjAyhGU6z0TaBTKgmPRhlM1lIwMU0TU1NTiMfjZZEmjS7xWks0TUMsFoNhGDjggAPg8XiWbEeSJIRCIYRCIQAom3Ra1SqsCWcgEGj5NJRmmNg60SoRGUDxOD4+kcIt/7en+DuAG974ArT7ZWY9j8cDj8eD9vZ224Mmm80ilUphZmYGkiSVCRsu1+q/UppJyKCqJQRBEARBEM0JCRkVYKWWNGqyspp0j9JUko0bN9qT3OXaa6XUElVVEY1Goes6hoaG4PHwjdbqRT2OVzabRTQahdvthsvlWtFnWlytonTSOT09DVmWbVHD5/PR5Gw/wxqzWUXH5T95Cto+J7n3HrcRL9nStuz2pRFBnZ2dMAzDTkOJx+OYmpqqSaqTJR40k5BBERnrC3N2AegCzMk4TEOFPsk30OOhFNjIRs3BlI5noMgzcBQdhjrPmFHl7CCrFXfg2mfEmNMFaJqArM6O22Se/W4JJFhTSgBwj6WYZR6NNcWT3fxHSd5VwzUA/ec/udsLs6yxpxjimyVKGdZcUpjlmEVm+C9TJM5xVVX2WKWz/O9mg3esM6zZYUJxQxCLZp9J1Q1TKW7HM6bk9XSmwD/WCZVt3yuxn4k3/gBAdTCxrBRJMCEIpv2zKZjwcsw6gx5+xKxb0pllnZEMs0yE07MXa6zb5S0s0eNF67azZq/5vAzDLWMWQGcwA9GtQpbZfgKA28MuD2xiP7+0pYPfgV52Oe+M+IQ93M29GTalWgjwX14JER8gyvv60wbJUAGVvX7MZOUulq4Ae17kJP9YCSK7rpdz/lUHA1aOBypE4fn7qPWz2+ERl2d0KZnsdSUI/PYFwbXo98Y9S4uCALEGz0a12EezQEJGBVgPsY0WMqqNXrC8IkRRdEwlcWqvEUJGLbxG0uk0otEoQqEQ+vv7mQlGK5YvjcfjmJiYQE9PD3w+H8bHx1e9T96kc3Eaitfrtctw0kRtdbRCRIZ1XdzwwG5E48UHlCP6Q7jwhM0r2p8oiggEAggEAgBql+pkHctmOJ7NFB1CEARBEMT+S9HssxapJesHEjIqwHpzbRhGQyZ81kN8NRPyalJJFtOo1JnViAymaWJ2dhbT09Po6+tDe3s79zO2UmqJYRiYmppCMpnE5s2bEQwGkc1m69J/URQRDAYRDBbfWqiqimw2i0wmg3g8bkccJRKJunkfrIZmF6eavX9AsY+/25vDvY8XSy0G3BI+e/oLIEu1uactTnWyxlg2m0UikYBhGGXRGm63mzvGmkkUsvpCQh9BEARBEERzQUJGBaw0QmI1VCourCSVZDHNnlqi6zrGxsaQz+exbds22+yylm00Gis9xjCMJaNn6jWhk2UZkUjENnVMp9OYnJxk0lCs/5shDaVZJrdONHv/RudzuPXvC/bvnzjlAGxsd76WVsviMVbq4TI7OwtRFLmlhJtJyDAMo2n6QhAEQRDE/osgFP+vxX7WCyRkVID1Rq7RlUuWm5CXlh2tJpVkJW3VgpW0k8vlbO+IoaGhZc0EWyEiI5PJIBqNIhgMctNjeO3VE8vUEQA2btxYloYyNzeHyclJeL1ee8Lp8/locreIZhfPVN3AVfc+i5xW7OcbDu/BqYf1NKx9nnGo5a9hlRK2xLNaGIbWikZF4REEQRAEQSyFCKEmqSW12Eez0DxPjE3OWlQuWaq91aSS8NpqRiEjHo9jcnISXV1d6O7ubqrJ80qOl2mamJ+fx9TUFHp7e9HR0cF8pmaIKHFKQ8lms5icnCxLEbCqoTTTuVkrmvkYfOV3e/HEZNE4bVO7F1edPLym/REEwR5DAMrEs2QyCV3XsXfv3jLxbC0EhWaKDiFqhxbNAi8AlOfSkDQFqdHKH4Wis23MsrzGj1iL5tiXC7E8O46nsvzv+lieNdtbUNm+akYxmkne990xmTWh5kz4OaIgz4DUCa+bNRAMg+2T1MuaggKA2Jlgl3GMPXkGoNa6plk8tmZHG0xBh5DKctcV5th+uQNs/10RB2NWh3OwGNnFNzDkHde8xh5/3RQg7FtXNwWYS5yPrMaOlYzOX59nDCtx7l0yx2ixuC673MW55RqsJyQAoKCLEPcZniq6CEMXucaiCxyzWQBIqawxpWqw52oqy48inMqz24ucz+TmGJACgMIxUZUkA4Jk2D+LkgEPZ0wBgLed3a/YzvmsIYcoyNkEu4xnNqnz+6/NcPrFWwZAdGehu9zACwDtmXmYmgItxR4rZYH/nTs12cYskyW2X7MZ/mf1cq6hiRxrjKs4mH0mFHZcZzTApT3/s6YBCv9ShWpWdq2bDusZhrLod4eLgmgIJGRUwEo8K2rRJq+9WqSS8NpqJo+M0s+4adMme0JdyzZWw0omNoZhYGJiAul0Glu2bLENEluBxSkChULB9teYnZ21S3BaxqH1SENp9gnlWotPS/Hgnji+/acoAEASgBtPPxgBT3Pd+kvFM7/fj9nZWbS3tyObzSIWi0HX9bKooEqNQ1eLaZoUkUEQBEEQxNpTo9SSdRSQQUJGpTRDREY+n0c0Gl11Kslimim1RFEUjI6OQhCEFX3GZkwtWfyZLC+AWuy7VlQ6KRQEAV6vF16vFx0dHWUlOK00FI/HY4saXq93v5kINpPQoigKvvvd7+KxZ0fwl7YTYaJ4Hb39iDAO61+9+FlPLPEgHA4jHA7DNM2yqKB4vFiSsbQiipNx6Gqh1BKCIAiCIIjmhISMClkLj4zS9qw0i1qkkvDaapSQsdQxXFhYwNjYGNra2tDb27uiCUQzpGaUYpWLDYfD6OvrW3eTotISnN3d3dA0zY7WsNJQfD6fLWysZsLZTELBYpppzGmahnPPPRe/+c1vEHzdR+FpK4oYL+z14k0HN7eIAbDRN4IgwO12w+12o62tjRsVZBmHBgIB+Hy+JcXCavuy3q5ZgiAIgiBaD/LIYCEho0LWIiLDNE07JSGVStUslYTX1lqmlpimiVgshvn5efT396Otra3mbdSSStowTRNzc3OIxWLo6+tDR0dHXfvULLhcrrI36ValitIJpyVqNJux42ppFqHlgQcewG9+8xuEXvJmuLceAwAwcgvo3fNbSOI5a9y75VkujYgXFZTP5+0yr1NTU3C73WX+GitNdyIhozkYGxvD9ddfj4cffhiSJOH444/Hjh07EIlE8NRTT+GTn/wknnzySbS1teHcc8/Fueeeu9ZdJgiCIIiaIgrF/2uxn/XC+plF1JG1qlqiKAp27doFSZIwPDxcs7eMvLbWKrVE0zREo1FomoZt27bB62UNf1bbRqMxDAPj4+PIZDLYunWrbWhYCc3Q/1qxuFKFNeHMZDKIx+OYmpqCx+NZc0PHWtBM52x8fAL+486B+6jT7GWpX30FicMHm0ZsWYpqS56WlnEFiuWarXSn2dlZKIrC+GtUOs4Mw1hXYlurcsEFF+Cwww7Db37zG2QyGVxwwQX43Oc+h49//OM477zz8IY3vAHf+ta3sHPnTpx33nkYGBjASSedtNbdJgiCIAiijtATWoU0eoKpaRrS6TQ6OztrnkqymLUSMqwypIFAAJs2baqLSWQ9WOp4lZbEHR4erskkqBUmn5WweMJppaGUGjpavgeBQKAsDaWZhAInmuE8FTQDv9OG4DvqAHuZ+vcfQxv9J7a8/mVr2LPKWW0UhCRJTNWdXC7HpDtZY9Hj8TieO4rIWHtSqRQOO+wwfPSjH7XT2M444wx897vfxf/93/9BVVVceumlkCQJL3zhC3HWWWfhBz/4wdJChnU/MUzAMOHy8u3tJRd73+lI5ZhlvOoMABDnVGJwi+x3Ql7nf/d5JNb1380Zjn3+4viVfMV/+wMCdFFAv5d10x/0s/3v4iwDgMgGTiWQLnY9sdshUpRzYITZOLs9p5IJUKxmYugAHgOMww+DIAFOV6PEacvXzlZTEfrbudubGfazdrlm2T5xKskAgOBi7yH+qMIsC88XYHpkpAEc1J6AUChWluBVPUkXWI+wSI5fCSLPqfDg5VTocKrasSWywCwLutjzOq/wX6htCWSAfSbS24JpQOZXctgQSXOXezPsSyw3p7qF7FD1xCex598vsduHPew5AYBgR4FZJkomdNlEDECwQ4GkKvD08r8rRB97XAQf5/nP6YVknq0wYk4lmGVGnN9/I8d+fi3H76u7zYSx795m5E0Imgk1zY4fXeFfbbxqMC7OsQ5yqh4BQMjHHusNnHHlFDVgmOw1kNFFiN7i2N4aMGBIBuZ5N0sAXhc71joLnKo5hZdwt58Kt5VvGxjgd7QuCDV61lz759VaQUJGhTQqIsNKJcnn8wiHw+jt7a17m40uv1qaduFUhnS1bdQTpzZSqRSi0Sja29vR29vbFBPbZsYpDcUyDi31PWhkNNRKaIaqKsmciovufBKPzBW/vE3DQPZ330L+if/F4Ycfjve85z1QFP5DUDNR62MpyzJkWeaOs/n5eQCwRQ2/319WTrgWQoZTWkQqlcKrXvUqxtD44osvxnvf+95VtbmeCIVCuOGGG8qWWaXHn3zySbzgBS8oE8EPOeQQ/OhHP2p0NwmCIAiirohwFnOr3c96gYSMCmmEkFFalSQSiTQspLmR5VcNw0A0GkU2m6067aLSNhr99t40TczMzGB2drYuHh+tEI2wWhanoZimaacHxONxFAoFSJIE0zRbPg2lHkwk87jg+49j92wWAOCVRbxtUx7utpeg89xTcPrpp0PXdbviRzNTT1GIN84sf41UKoWZmRlIkoSpqSnEYjFs3rwZ4XB4VW06pUVccMEFAIDHHnusFh9tv+Gxxx7DHXfcgVtuuQUPPPAAIpFI2d/b2tqQSCSWrDijS8XvVt1VfAtnOLy5A+ctr+lh39w53aIFL/sdLnIiMlwaPyJD5rz5lDldtSIxJK9U9q/Iy9TklF7mfSYA0GU2IkDnPJaIgsOzitPyxe2b/M9v6IC+70Wv9a/TugKnLVPivCV36JMpsuvqLvbzG5woHYAfkcEbV6ZHhukutmX9CwAmJyKD94gumPz+C5yIDIETfcFbZvWLQeW0zxm/AIrjyhpbS5T3Ntz8sWZqnOvKxRnsnGsKcBiDnHVNN//8GZyxbkomjH0RFNa/Ouc8F9flHH/O+DOdpl288VvhmAQAXWYjInSN31fdZdr3PvseyLmxGIbDZ+WMFUNm1zVN/rk2PJwxyBszDo8Bosa5r+oixH3n2/pX4pwTAOD1ys0J//Byzh8A+FAeFeT11iftn6gMEjIqpN5CxuKqJLFYrGFvoRs1+dc0DZlMBn6/v2ZpF4tpdESGrusYGxtDPp/H1q1b4fPxwz6J6hAEwX5D3tXVhYmJCQDF422loXi9Xts4dKn0gEawlhEZT0+lceEPHsdMuhht0eGX8ZWzDttXZvX58PqFhYU1jxqphEYeS0EQ4PP54PP50NnZaZcTfuqpp/Df//3fGBkZwZYtW3DCCSfguOOOwzHHHGOnrFTCUmkRlpBBVM7DDz+MCy64AJdeeile/vKX41e/+tWK9hN91ZsBADvffH4tu8fQX+GyQ2vc7olfeXVV62cdlj+3+q6sjhKN76knrTSHY/nrbq1wWTUcuMrtlyHzsbct+XfeXbBeMbq8hI9IhcsWI1z7Zse/sck6zvDiB/mJQc7LF8NPIgN2L7PdyLvOq7CFFdLGWTZY3yaB+t8DebCJJUA1T87LXZZH3vyaKvbWWghC8f9a7Ge9QEJGhYiiCF13ugWuHKeqJI2MLGhEW4lEArOzs3C5XNiyZUtLTKiWI5/PY3R0FG63G0NDQzUVZpohVaGZEEURsiyjs7MTpmlCVVW7Gsr8/HyZ8GGlBzSStYqa+dPueVxy11PIKsV70+YOH776tsOwsZ19LGiVMbXUm/R6Y1XVOfXUU3HqqafikUcewdjYGJ5++mlcf/31WFhYwJ/+9KeK/XyWSouwuOyyy/CHP/wBHo8Hp512Gi666KKGj99W4Ne//jUuu+wyXH311XjjG98IAOjo6MDevXvL1ovH42hvb19yDG3837sQfdWbccBdt0LSVOTnHXLBOREZczFWyHLyyHgm3sYsiyvs98SuNH88zebZHfOCRzb4n4/IOPErr8avP/Ar6HkdW/2sT8GAj/XD6PTzfR/6N7G+Ce5Odj35sG7u9mivTPQzO9q4y43DD4OuF0WMgw9JQZIA8bHHuesKI+PsfufY6bnQy2/LzLLTK+2pObZPnHMC8CMyMuPsyZqPB2C6ZWQ+9jYEbvg+BMXZIyPDyduP5evjkbEpzPqJjKfZ8xd38MjY7C96ZAjXvhnmtXcBBb5HRnc4w12+kK3MIyOa4o+peY6fSJ+PHdchB9+GzRvZaEVhX0TGyLvOw9bvfgOiqsKzwcEjw8uJyIiwfRIPdPBTSLNyohlLMsv0ab6fjTrLHitHj4xIMSJj55vPt++BSoLtv1bgbz8fD7D75HiiZBz8TIIcj4yxOOvH4uSRsTfj5JHhwpE3vwb/vOQBGHkNcZV/X49xDmGiwB6/p5Rp/vaLJN6t2/rw2S99gN9Zou6QkFEh9YjIKE0lWVyVpJFVUurZlmEYmJqaQjKZREdHB3K5XEOMS+sdnp7NZssiaGrp8bGWNOtkt1QoEAQBbrcbbrcbbW1tdnpAJpNBMplELBYrK7/p9/sbMjFu9HG759EpXHvfTmj7ZlFHDITw7289DO1+h9DdJj23i2mmfgaDQbziFa/A2WefDaB4z16NKXFpWoTb7cZRRx2F17zmNfjUpz6FnTt34kMf+hBcLhcuvvjiGn2C9cHf//53XHnllfjyl7+Mf/mXf7GXH3744fj+978PTdNsIfnRRx/FEUccseT+0qPFc5jcKUFUDGQ5E0YACPjYd8JZdr4Hr4s/aZMK7KTJrbITYQ9nGQCICrvc4FwbVivWbVLL6dByGgqc9895juia1vj3x/w0u64eZ58VXPIUd3vBy14rYoid3AkLrGACAKagQzQlAMdCfvJxSIIO44VHctcVBfazCm0JTqccvgsUdtIrRjjpIiL/XOsLbPsujomr1xBhmBoyADxmDqJRPHs5jkCg5tjtLeFjMR6OEBKW2XWDEn/77mCCWSZyPJV8Kj8deIN3AYZbxiyAbk8SoqByTSFDYb5o5lIr82/yc1JQAMAw2OO/wcWOq0iQLwQEB9jtxbAMXSoe1+CwAEkXIG7qYNYDAHg4KR9uzhQr4lCZbyHBLDIyrLghyPxndYEj0GjzDqkhggEr68NMqTBVBdkYKw6kcnwhYj7HnoMIJ11E55wTAHC72TEQMNh9yiJ/+07O7dJvSnbaVZeZh2lq8Dk5QXDSeHycr/VEoY27ua4Nl/3elncYE3VAgACxBkadApl97n/UerJvpZJ0dnaip6eHeXBfDxEZiqIgGo3CNE0MDQ3Zngf1pN4TIMssMJPJYHBwkMnPJuqH07ktTQ8AiuknlpnjzMwMVFUtq4ZSjzSURlyr8/PzeOSRR2AYJh43B/Htvz7/tuDEAzvx2dNfAJ/sPMluJoFgKZqlUohhGDBNs0y4WE156MVpEQDw/e9/3/77EUccgfPPPx9f+9rXSMgoQdM0fPzjH8fll19eJmIAwAknnIBAIICbbroJH/zgB/HEE0/ghz/8Ib70pS+tTWcJgiAIok5QagkLCRkVUishwymVpF7tVUI9hIxUKoWxsTGEw2H09fVBFEXk8/mG+FcA9Zm0aZqGsbExqKqKzs7OuogY9ez//oIkSQiFQva1VVqlwjK7tCI1AoFAzcL463m+nn76aXz4wx/G3tEopO1nQzrw5fbf3vaiflx50hAkpzjMfbSKaWyzjH3reNWiL7y0CB6Dg4OYn59vmmPQDPzjH//Arl278MlPfhKf/OQny/52//334+tf/zquvvpqHHvssejs7MTll19uC0UEQRAEQaxfSMiokFoIC0ulkiym0REZtRJNTNPE9PQ05ubm0NfXh/b25y2YGmXEafWjluRyOYyOjsLr9SIYDDasokyjWM+TJl4ailWlYnp6GrIs26KGz+dbUepArcebZpiYTSuIpQqYSuZx4y13YrLzGPiOeAf09s32epecuBXnvnSwovPXKpPjZumndU9cTSoJ4JwW8ec//xmPPfYYzj//ebO1kZERDAwMNMXnbxaOOeYYPPPMM0uu89///d8N6g1BEARBrA2i4OwdUu1+1gvrazZWR0RRXNVkZblUEl57jfTIqMVEzIpYUBQF27ZtY8KwW1XISCQSmJiYQFdXF7q7uxGNRmu2b6IyanU+F1ep0HUduVwOmUzGTkMprYbi9XornlRWul5BMzCdKmBqoYBYqoDplILYop9nM0q5geDgCXANljiuGxqkv30Pb/7gTRW32ywCwXI0Sz+tMbeaNJel0iLa2tpwyy23YHBwECeddBKefPJJfOtb38L73ve+VfWbIAiCIIj1h4Da+Fus/RNW7SAho0JWKixUmkqymFbzyMhms4hGo/D5fBgaGuK+xWzkZ6oFpmliamoK8Xi8YRVl6hVRsh6ox+RWkiQEg0G7pGZpNZRHHnkEzzzzDILBIE444QQMDAzA7ebXcLfOV7qg2aJEjCNQxFIFJHJ8s7hKEQsp6H/4Fvz5KQQCrHv4UjSDQLAchmE0RT9rIWQslxbxxS9+Ebfccguuuuoq9PT04N3vfjfe8Y53rKrfBEEQBEEQ+wMkZFTISoSMalJJatHeSlnNxNw0TczPz2NqagobNmxAZ2en4ySkVpEfS1ErIUDTNESjUWiahqGhIXg8z7s3N1qQaYZJ3f6CLMuIRCJ48MEHce211yKRSMA0Tfznf/0XPvTRj8Hf2Y+M4UJSFREvmJhJq4ilCpiIZzGTUZFTd66qfQFAZ8CNDWE3NoQ86Al5sCHsxq5H/4Z7f/SfKMRjMNNz8LhdeP9ll1WV4tQskQ7L0Sxmn1a57dX0Zbm0iIGBAbzmNeu35n2zou6rJqFoLgiq6Rhm6/WxomOnwRpW+yNsOcHSdkopaOwyWeQLkkEX+8xggP3u6XIXnxVEb/GDbPbrMEQd/Zwyhz0+tv+8MpcA4OZ8fr3A9t/I8MVZM84ulzjrCnP8ShaSYUIQXMDWYnlVwdSc6hDAOJKtZiL+859sW/MJ/g66WM8r0cVpbXTeoQds1Q2/i32GE+UcDFnHPIC2zjzEfdU6xDn2vJqcSiReh3PFeyTpDLLn2uPhn6vgMNtXeYIt0RNO8s9V21YVuksvVi05MA9JU3jFISD18cvHukfYvhqcy6qg8r/zFM511b2B7b+/n//s5jqQU0LYK8Pc9yHETR0QTQ3o5dQfBoAptlQveM/w0w7jR2HPqx6vrJILAAjuyr/bRRl21RJRBkTwy/864ZXYMRTi3Gskh1K/bYPsGPJ42X3KPv5YD8+wbeUVF0yPjDSAg9oTEAoq0pySvAAQktnKO/Ocstgqp5IKAASy5WOg290403+hRqklLfAoWDEkZFSIJEkVCwumaSKRSFSVSrKYRk6WVxNtMj4+jkwmgy1btiz7drhVUkuy2SxGR0fh9/uxadOmVefIVwNFZKw9CwsLuOGGG5BSgcBJF0EN9mLSHcSOv0oAYiver0sU0BMqChQbwp6ynzfs+7kr6IYssQ/P5rEb8bKNHvzv//4vTNPEiSeeiNNOO62q9ltJyGiGflrXYCOvf4IgCIIgCKIySMiokEqjCXRdx+TkZNWpJLz2mjkio1AoYHR0FJIkYWhoqKJok0aJM6tpJx6PY2JiYsnoklZLkVkPNPJ4T05OIplMwvfCNyDXfTCA5fMJPZKATp9oixP97X70tflKhAoPOgIyxBVO0AVBwKmnnopTTz11RdsDzRPpsBzNJmS0wjEjCIIgCGJ9I6JGZp+r30XTQEJGhVhCxlIP2atJJVlMM3tkJJNJjI+Po6OjAxs2bKjKDLFZhQzDMDA5OYmFhQVs3rzZ9kwg9j86OzvhdruR83TYy8zkJCIuHa/5l2P2pXy4bYGiJ+RGfmEeuq7D6/Uim80il8tBkgrw+yUEAh74fdKKRYxa0SriW7MIGbWqWkIQBEEQBLFaBNTGqHPtn7BqBwkZFWK9lTMMg3mwNU0T8XgcU1NTK04l4bVnGEZDHuornfiXml8ODg4iHA6vqJ1mmahYqKqK0dFRmKaJoaEhR0NHi/Vs9tls56aURvWrq6sL73nPe3DLM8U8StMwEPnzf+Dmmz6Pl7zkQO42SlqEIAjo6OhAR0cHDMNALpdDNpvF3NwcJicn4fF47GooPp+v4ce5mc9tKc1i9mkJGRSRQRAEQRAE0XyQkFEhlnixWMjQdR0TExNIp9PYtGlTzd7kl05o6/1QX0kai6qqiEajMAyDMb+slEZ9pmqEhkwmg2g0imAwiP7+/oomLWT2uf4577zz8M0bf4ecDoQkFbd+7T9w6KGHOq6/eEyLoohAIIBAIIDu7m5ommZXQ5mcnIRhGPD7/fb/bre77ue5VYSMZkmBsa7xVjhmRHXMZ3xwA4ilAkDBuYqQqrPjMKeykZYdnPUAYD7nZZbxvmkzHKNCAMgb7NjLc/zvvPtijUWt+G9aE2BoApIcY8QAx0A0p/GjR4Mp1lRPVdm+emb5x1DNsu0Ls+wRcAdU7va+9hRMSQa2AuZcGqauQmhPcNflGXtWagAKAMI0x6wxzD7PiYMO3/0aa+JoGqxZo7fbhO4q7sPTZULSrP2xBojGDC+1ld++R2bPQTDEnj9fF/9cuQZ5L6bSzBLT4J8rwS1AcAnP/ywK0DPsuTbHc9ztk1H2BVImwz5n7pxv427PM6vkmaX2Ggvc7aVQnFkmdnphijKwETCnUzANFUJPB2droLxe+r72JzljQuUbWOocA8v4M+z1Izqcf951ORXnp7aHvAWYnuI1P7krBKGgYmyBXTfHMSsuLmfvd0mFPX9eif9ZeWTy7PaRMH+s5DnGnIJgAoJp/ywIJtwO7Ydc7DXAu4O3ufmfP62Wj6tAA2fSZPbJQkJGhQiCAEEQyib8+Xweo6OjkGV51akki7Ee5BuVimG1xXtoT6fTiEajCIVCFU/2l2unnlQiNJRWW+nt7UVHR0dTTVhaJQ1gvbKQ15DTi+PhkE09S4oYwPIigcvlQjgcRjgchmmaUBQFmUwGmUwGs7OzkCSpTNiophpJNTTTGHeiWQQXqx/NIKoQBEEQBLF/Y81Fa7Gf9QIJGVVQmhpR61QSXlvA2goZpmlidnYW09PT6OvrQ3t7+6o+Z7MIGYZh2FE0lVRb4e2/Xkasa3VzafabWqOFnfHE82/HNrbzy8UtphqvGI/HA4/Hw6ShWPcVj8cDv9+PQCAAr9dbk8l0swgES9FMURDNkuJCEARBEARBsJCQUSHWmzlN0zAzM1PzVBJeewAaUrmEF/2h6zrGxsaQz+exbds2+HyVTeaWohmEDEVRMDo6CkEQKq62Qux/jJUIGYNtbHj4YlYzpkvTUADYaSjZbNZOQ/H5fLa/xkrTUEjIqA7DMCgagyAIgiCIpkBEbSqOrKcnGxIyqmRsbAwej6fmqSSLsYSTRggZpaKJJEnI5XIYHR2F1+vF8PBwzV3710rIsFJkIpEIent7V5UiU8/PQOVd+TRyclsmZLQvL2QAtesfLw3FEjZmZ2chiqIdrVFNGgoJGdXRCseLIAiCIAiiloyNjeH666/Hww8/DEmScPzxx2PHjh1IpVJ41atexRRFuPjii/He9753TfpKQkaF5PN5aJqGcDiMjRs3NuQBt5HlSoHnfSMmJyfR3d2N7u7umn5OK7er0ZP00hSZ/v5+tLe312SfjcJKZyIaRzT+vMnUYNvy0Uj1rGJjpaG0t7fDMAzk8/myNBS3211WDcVJoGuFibkl3DZDP5vFdJSoPd2hLJIA+ttSEAsqdI6pJgD4vKyxoZxlXy7IMt9UjmfMqBvsiwGeqScAaJz3GLw1PWKxHXHfvx7RhCGa8HPM7iJe1lSQZxQJAG2DrAElD/cgv9KXJ8Xul2cA6YrwX5YI/e0QhOJjqtDbBsHUAIF/TQrzCWZZpQagTuvy9okOfrU2kefAt4c1EDUWVJiu4mcQAyJErfizV2SPS8RgzQ7FOP+7hmcCaehsn9Q0//i5Z9i2snvZ9Rbm/dzt28UsdLnYh0LMhKSayC+wL/s8Qf5YW0ixLwx4xropjT9tyWrs5/Jk2LRhYZp//GR/klkmzaagy27gRUDhuTQkVYEHe7jbG0n2ujIy7GeVIg5V8TinxeVix0Q+y3+BWuAY+/IMUAHAJRkwJcP+WZAMhGT2XufnmGICQJZzDnjrypwx7dSvPGefnhz/s85lHZ7JNBfcAOYyPqAgY4EzfgBgtsAuT3IMl8ez/LEyni0/Vnre2TC61ghCbYw6l9vHBRdcgMMOOwy/+c1vkMlkcMEFF+Bzn/scLrjgAgDAY489tvpO1AgSMirEmkxEIpGGPWTX04uBx9TUFDKZDDZv3lzXlJlGRmQYhoGxsTFks1ls3boVfj//S7ja/RPrm2pTS4DGjAsrGsPv96Orqwu6rtvVUGKxGHRdh8/ns9fxeDxrXtK3GiyxpRmuMUotIQiCIAiiWRBQm7SQpZ6wUqkUDjvsMHz0ox+1057POOMMfPe737WFjGaChIwKEUURLperocKCKIoNmXwUCgX730akzDRKyCgUChgdHYXL5cLw8HDNKkFQaknjafTxGIsXhYygR0LEt/y4WatoB0mSEAqFEAqFYJomVFVFJpNBNpvF3NxcmfDRCuaVzRQ1QhEZBEEQBEHsT4RCIdxwww1lyyYmJtDR8Xzp4csuuwx/+MMf4PF4cNppp+Giiy5aM89BEjKqoFGeFY1sb2FhAWNjYxAEAf39/XUfiI0SMrLZLMbHx9He3o7e3t6mmRxVi6qqGB0dhaqqdvqA3++vuW9JK9Coc6gZJiaTRSFjY5uvZcaOIAhwu91wu91ob2+HaZp2NZRkMglVVTE9PY1sNmuPo2abqJOQQRAEQRAEwdKo1JJSHnvsMdxxxx245ZZb4Ha7cdRRR+E1r3kNPvWpT2Hnzp340Ic+BJfLhYsvvnj1HVsBJGRUQaOFjHpO+k3TRCwWw/z8PAYGBjA1NVWXdhZTbyHDeiudy+UwMDCAtra2mrfRqIiJbDaL0dFR+P1+tLW1IZfLYW5uDpOTk/B6/z975x0nSVX97aeq8/SEnriT4+YI7JIXkKigYCKovKCoKEkR0AUkiYAoiiRREVCEH0hYUUQByWFhyWF32cDGyXmmJ3Tuqnr/6Onemanbs909PTO9WI8f3J7qqntvVd26fe+pc77HHjNs2O32jFn8fRroGPSjjNzeRIU+M2kBHkWSpJjBAmDHjh3k5uaiKArd3d2EQqFYGIrT6RwThjJTZJLXiKqqafPiMjAwMDAwMDCYDDIgkuNJpZxEeO+99zj33HO55JJLOOKIIwB4+OGHY98vXbqU733ve/zxj380DBl7A58Wj4xQKERLSwvhcJiGhgZsNhtdXV3TJiw6VfVEU8aGw2GKi4unxIgxHUiSxMDAAD09PcyaNYu8vDzC4TA5OTlA5P5FdRH6+/sBYkYNp9NpLL4mSTSsBBLXx9hbcDqdsVTKo7OhRPvR6GwoM+EmmEkGIcMjw8DAwMDAwOB/kRdffJGf/OQnXH311Xzxi1+Mu19lZSV9fX0zNn8zVjxJMF2aFVGmYtHv8Xhobm7G6XRSXV0dC1GYLmHRdJ6Tx+PhkUce4YMPPsBqtbLPPvuwcuXKpFJSpsJUe8qoqkpvb29MdDUcHquIbLFYyMvLIy8vD03T8Pv9eDweBgYG6OzsjGWxcDqd2O32pBZjmarNMZ3tSkXoM5MW4PEY38ZoGIrL5Yr1o2gYSmdnJxaLZUw2lOkIZ8ok40EmtcUgvThzAwwAufl+5GAQs008vliL9Ntyh/TZCcx54n5i2qLPWhHw6w2EEi7h8QXWOBkOxlHuGBmzbJHfvTk5XrCGKcsd0u1bXOHRbZPjnL9tnj7rgzYU1B9fLBbR1oLDum0mVZBdQ5AJBkDz+NHkyPXSvAE0NYQUipMhoChPt0nq0l9/UXYSEGczEWYy6ekX15+rF0iXawX77epFM0Xuk5xjRo66/6HPGmEv1l8Xk0WfXQQg7Nf3QUu2OJuOEMGcSZQgJitLf/8BbCWgjBRhKwZTGEwO/TlZS8UG8hJN31dE5xSIk7VkWJC1o9ihv1b5eV7h8ZYC/TYtuFsUUSLijq959OcEEO4Wbx+P7BT3dVE2E5NVf61NQfHxTqt+XNLiZC0pKPGiWqz0A/lFPuRQEJOsfy5FWZcAwor+voj6hcUibmtWub5f5nTrMyRZc8XHy436doXCJjSbBTdQkuNFsoYwe8TjUkjVtz8oyByVZRbPeXIspoT2mwqmQ+wT4P333+eyyy7j9ttv59BDD41tX7t2LevXr+d73/tebNvOnTupqKiYsTmwYchIAlmWUZQkfhjSUF+6jAuaptHb20tnZyelpaUUFBSM6XTTmeo1HfWoqsrvf/97nnnmGUy5xXj6u9m4cSNVVVXU1dXtlWKc4XCY5uZmNE2jsrIyocwxkiThcDhib9lHZ7Fob29HVdVYeIHT6dTlft6bmK5Bsnm0R0YSoSWZzkTGltH9qLCwEEVR8Pl8eDweXRjKVIYzZZJByDBkGBgYGBgYGPwvEQ6HufLKK1m1atUYIwaAy+XijjvuoLKykuOOO46NGzdy77338t3vfneGWmsYMpJClmVCocSsrukgXQtmRVFobW3F5/PFTUG6txkyWltbeeONN5Cr96Wx+nNYFR/O9//Es88+yznnnLNXLCxH4/f7aWpqwmazYTKZUnbrH5/FIhgM4vF48Hg89PT0YDabx4QPGAs1PS3u3W9xKl1x8pULyJQFeDySeSZMJhPZ2dkxY9robCijw1Ci/6XLQJZJhoxM0uswMDAwMDAw+N9mOsQ+P/zwQ7Zv3861117LtddeO+a7Z555ht/+9rfccccd/PSnP6WkpIRvfetbnHHGGZNvVIoYhowk2Bs1MqILZKvVSkNDQ9yQi70ttMTn8zE8PEzP7H0ACJocKPk1+Hy+vS49ajRzTGFhISUlJWzZsiUt5UqShM1mw2azUVBQgKqqMU2E0W/ZR+smGOzWyJAlKMuzJXTM3mA4m4yRwGKx4HK5dGEoQ0NDdHV1YbFYxhg2Ug1DySTjgaZp/5PZgQwMDAwMDAwyD1lKk9jnBGWsWLFiwnVIRUUFxx577OQbkSYMQ0YS7G0aGf39/bS3t8cWyBMtEKbr3NJhBPD5fPj9/M5fvwABAABJREFUfopq5tOUVRrbPiw52G+/pcDes7Ds7u6mp6eHiooK8vIiMb5TZYiRZVn4lt3j8dDbG4kl7uzsJDs7e8p1RpJluu6npmk090c8MkpzbVhMiXusZMoCXET0+qWjjePDUEYbyEZn1Yl6/iQThpJJHhmZ1BYDAwMDAwMDA4OxZM5KZS9gurwWoqTqkaGqKh0dHQwMDFBVVRXLdjERe0toidvtpq2tjdLSUhZ+/pu8/6E79l31wuWcfPIXY4vyqSId10pVVVpaWmLhPhN5REzVYmr0W3ZFUdi+fTtms5n+/n46Ojqw2WxjxB73xkVdb28vb7zxBn19fRQXF7Ny5Upyc3OF+w4MDHDTrb9jyHwYAMG+Nvr7+8nPz99jPXuD4Qympi+JDGRRw0ZraytAzPMnmg0lXjsyRZdCVVXDI+NTTGdX5DexudWFFAiRbRMLGLqG9WKBkkAUz+SII+An2NeZrRflK/DotwFoAkm2gEBoz2GOCGBqZgkNsJsVJEUsiqkKNoe84n5uatELIwa69PtZOtzC44fb9SGSoVBiXm4AReYeFLMV5kJ4Uy9aOIipUHy8bBaMGwIBTqlP3FaRsGeiAqAQRwQ0jgCoJo2IfVYXIGsjN6SpT3+8JhBWtYr7mk3UL4v18wrJFscrt36Wblu2tUW3TR0W9ytTbSHSiDCreV4BJjWE3KEXm5Xs4r4mm/TlBgP6fb1h8fGiZ0VEPAFKEZJZQjJLuz8jgU1cvxrQX/+wR9+m8LB4rBHR3qafe4iEKgEssv68urzieaWqgWaL3KvuTidSwErH0J412aKIREBdfv0YlufUC3gC2H36ccUkiKa2FIqvtcsnGJfNGorFihsoqhzGFAqS0yeu3zWovy6FQmFQvdgxQO44sc/c7Omds+x9M/GpxTBkJIHJZJpWQ0YqC+ZgMEhzczMADQ0NCceuZ3poiaZpdHR00N/fT1VVFdnZ2bzesm3MPgU182ML7kwOLQkGgzQ1NWEymeKG+0z3wji6sCwsLMRkMhEOh8eIhmqaFluMOp3OKUvNGQwGefzxx1m7di1ms5kjjzySE044YUwbE8XtdnP//fezdds2TFl5hHzvs2VXKyd95WQksw1fSMEfUvGP/PvI3//Bu9t8MH/k+JZt3H77Oq655pqE6stkQ086PTL2xPisOoFAIBaG0t3djclkihk1xoehZIoXxHReLwMDAwMDAwODPTEdoSV7G4YhIwkyXSNjaGiIlpYW8vLyKC0tTerNZiaHloTDYZqamlAUhYaGBmw2G+tbB9nZM9aq29TnTbmO6WJ4eJjm5mby8vIoKysTLpQyYfFkNpvJzc0lNzdXtxiNaiKMXoym6y36/fffz6OPPooltxi/NY/3H36WD3plyqpqMLeoaHI//pCKLzzWCOELqfjHbRvw+BjyLSZcvjxSuAte74c/37s+Tu3zYP682F9O/Lz99tt4PB6cTrFlPkqm9rcoM7UwlyQJu92O3W6P6bREs6FEw1BGe/5kikZGdNw1PDIMDAwMDAwMDDITw5CRBNNtyEh0Qa5pGl1dXfT29lJeXo7L5ZqyuiZLsvV4vV6amppwOp3U1tbGFsxPrmvX7dvc70NRtYz0yNA0jb6+Pjo6OigrK6OgQJC0PEMZvxgdn5ozHA7HUnNGU7ymshgdGhri+eefx1axgF0NX4nJKj/aArT0AimEDMmJuzGPx9q7DUmSEjbSZMICPB6Z4mEgy3LMqwfQef4oihILb4pmQ5mJNkevVyaEuRgYGBgYGBgYSCP/S0c5nxYMQ0YSTLfYZyKGk3A4THNzM6FQiPr6eux2e0p1ZaIho6+vj/b2dmbNmkVhYWFsQRNWVP6zoRMAi0li3yoXb+/qJ6RodAz6ybSlh6qqtLe3Mzg4SG1t7R7f7o+/RjO9+BzP6NScmqaNSc3Z29s7ZrGaTAaLYDCIoii4S/aZVH4pi0nCbjFhRqXfn7jhsd7ipvW9F7CbJazDnfi7G/nCyScnlNElU0Ii4pGpHiPjPX+ixoxoumCTyTQmG8p0CdAahgwDAwMDAwMDg8zGMGQkwUx4ZExUX9RbISsri+rq6km5QcuyjKIoKR+fTD17WlSNXvjX1NTERASjvLmzn54RwaTPzC2iKj+Lt3dFhLaa+nzUZU2t3kcyxphoWIyqqklpluwtSJKE1WrFarWSn5+Pqqr4/f4xoQOJZrDIz8+nfu4CNtuqATApfuyNb7B4/lyW77OEIlcurpws7GYTdouMwxL5126RsZtNOCwyNosJ80jwn6Zp/Pyhl1m9K/JcLFR2sP/iuWwL5PDWLjdhdew93BFykbXsJKSujdjMKl8+diXf/c63p/DqTR+Z4pExEVHvF6vVSlFRUSwMxev1jhGgHd2XpsrQEB0LDUPGp5OQIiMDwbAJwhoy4vFcGtBvVwVie6qiF68DaOvRCwubBEJ5zcNi4/aQQNjQr+if4d1Cf2bygb6AFfwyop+prCG92KCmiscFe0Av4Kdp+vPXwuLrFw7r9x326r3kLGbx3EP1+1HN2shnDSmsIQ2FhPuKxDLlSkG7CsRizyKxzkQFQOPtKxQAdeUQm3rn5QARkUtZEo01PbotSq9YGFZ2CqbzovsSz0lxSN+HlX59Xwn3iudWWqgvIsw6H8Lb+9HCQbyN+v0kWXz/mpv0wpa9fv2LuU2DIlFGCGn6PtwT0Gt5+cJifa8K34Bum8msoloj13Wg0Ywc1HAhftYD/fpndXhQf7GtNrFYqiJ4VnoEYp1eJY7YqOD8e4Pic1U0Gexm8oCWoRzwh4XXyiIQkI3Upd82FNIfPxgUd7aQYFwLhPT9t3hoWHh8n1svTGq3hlFHBEz727OQAxYGBWMNgEfUVsG2AcE9Aegf/wgmrt86aaQ0aWRk8FQwaQxDRhJEDRnT9fY13qJ/dJjCeG+FVMkUsc9QKERTUxOapsVd+D+5riP2+aSlZfR5do8ijb1e6p2WjHgD7fP5YoamioqK/4lFkSzLsbfnxcXFhMPhmLdGNINFdCEazWAx+tglx/8/nnolcn+ze7fwuTozF5x9Am63m+Lioj16s4xGkiSUvHIg4r1z/slHc/jCKgAGfCFe+qSX5zb38MaO/phRw6tZ8BYvw128jL+HLQy83MKxC4pYXu2KGUhEZLpHBmS2ESPK6Kwl8cJQvF4v7e3tqKo6JhtKOsNQouOHoZFhYGBgYGBgkAlIpCdrSebPBhPHMGQkQXSCPV2LFpFxQVEU2tra8Hg8CYUpJFPXTIeWeDwempubyc7Opry8XLjw9wUVnt0Uyf+WYzdzxJxC3m/ebUlv7PMi1bhmXCMjmia2uLiYoqKipPqLqPzpWoSm+7qZzeYxGSz8fj9er5eBgQE6OzuxWq1jUry+3rLb1H3VN4/n2H3qkWUZt9udUv2bOiIWfVmC/eeUx7bnOSx8aVkpX1pWyqA/zCtbe3l2Uw+v7+gjpESuQa8nxCPvt/PI++0UZFk4al4hx84vZv+aPCymvcsotTcYWmDido4PQwkGgzF9jZ6enpjhIx1hKEZoiYGBgYGBgYFBZmMYMpIg+nZuut72j/fI8Pv9NDc3YzabaWhoSGsKzOk0ZIw3zoz2MCktLaWgoCDuYubFLd14gxE31M8tLMFmMVGVv9v9cO2G7XylfnbKWiGJnkO8a6VpGp2dnfT19VFVVUVOTs6UtWNvQ5IkHA4HDoeDwsJCFEWJLUQ7Ozvp8wR5Y0fEFbc018oxI0aMVAmGVbZ1R9xA64uycFjEb9dz7WZOXDKLE5fMYjgQ5pWtfTy3uZs12/sJhCN9tc8bYvUHHaz+oAOXw8xRc4s4dkERB9a6sJjkjDcUZHr7oiTaTkmSsNls2Gw2XUhTNAxlvJEsmb5kZC0xMDAwMDAwyCRk0pR+dfJFZAyGISMJohNhVVWnZYI7WpNjYGCA1tZWCgoKmDVrVtoXJdOl/zHekKGqKm1tbQwPD1NXV0dWljj+Mcq/RoWVnLi0FE3T+OdD94FaD7KZzS29XH75vVx55ZVUVVVN1WkIURSFlpYWAoFALE2sQXxMJhM5OTnk5OSgaRpr326OxV4eXG6hcdeuMWk5k2VrlycWMrKwVB9TKSLbZubzi0v4/OISPIEwr23v49lNPby2rQ//iFHD7Qvz+EcdPP5RB7l2M0fOLWRxXoiQ0sKGdR/S399PWVkZhx56KPn5+rjfmWBvMWSkmn51dEgToDOSKYqSVGadaH8zPDIMDAwMDAwMMgFDI0OPYchIAkmSpk1LIlpfVPiyv7+fyspKcnPFQlXpqGu6Q0uCwSBNTU3IspyQh0mfJ8iabZEUnKW5NvavyWfLli08/LeHMB10AYqzCC2nmA05+/Pzf7zPN9RiqguyqM53UJJjQ07H04/4WgUCARobG7FarTQ0NEzK0DVd92J8nTOJJEk8u2W3WNvXD5nDrFxTTDQ0HA7T3d2N3+/H6XRis9n22OaNHbuFohaUJu8Z47SZ+dzCEj63sARvUGHN9j6e29zDK1t78YUiY8CgP8wT6zp5ArASplRVmG2VaGx6i76+Pk455ZSEsp5MNXuLISNd7RxvJBNl1okaPpxOpy4MZW8QRzUwMDAwMDAw+F/GMGQkyXRmLlEUBVVV8Xg8U/6Gf7oNGcPDwzQ3N5OXl0dpaWlCbz6f3tAZe8P+hSWlyLJER0cHHo+HrPAgQxSBZEKrXs7HwBVPbIodazPLVOY7qM53RP4tcFBdkEVVvoOqfAdWc+pvXoeGhmhubp4yb5n/BdoH/LzfPAhAQ1EW80tzkCQppgGzY8cOsrKyCAQC9Pf3I0nSGNFQkR7CplGGjIVliXlkxCPLauK4BcUct6AYX0jhje39PLu5m5e39sVCnYKYaZLLaAqXcVBxMabt79PS0sKcOXMmVXc6yATx20QYLfaZLsZn1tE0LZYNZbRWy+hsKFHPkMm0paWlhRtuuIH33nsPk8nEYYcdxhVXXEFeXh6bNm3i2muvZePGjbhcLs466yzOOuusNJ61wUQU5w7TC5QXDCAHQ9izxZkULHb9c6OE9OO7NVc8J3AN+/XHCzKEWGXx8aJEFFkm/fElWT4ANJuFMFDs8CPJIQqz9RkWXHX6c5XizATNs136tvbrz0kTpTEAsgN6OX9VEWR9EWRciLRLQjJLuz8joQzGy64mSB0QFmQyifdCI1f/G5FoJhMQZzOJm8kk2oRwGLSRLBZ5er0zuVrUL/TnBKD59ddFHdbfay1e1hPBfR3aqr9XoTiZMHLUAIol0t5Qj4oaUvEO6kN8HU7xs6YK5AdFWTME3R+AoOBSBQUZhoYF2TEAPD69sLyiymgjmTDcg1lIgRCWFnEmjd4+vTdxMKyvyyX5hMebzPoTMAvGBUVQJojFG+0m8biSawnCSH255iBYwkiCzE3ZFnGGFdG+JsG9clrF6TyyHIml+ZDiZE0JCrKeKKqMpkXulddvRQpIdPvEL5GGBNew06/v1+0+cWfrGvesaaLON0VIaMLrn0o5nxYMQ0YSTKdHRnShD1BXVzfloSyJpEVNF1HvhfLy8qRc759cPzasBKC0tBSn04m24xWCC/MJWF1Cn6lAWGV7t4ft3R7dd5IU8fCIGDWyRowckc9V+Q5cWZZx+0eMMZqm0dPTQ1dXF6FQiPb2dqxWKwUFBQmfUzz2loVnunh6Y3fs8wmLSnTGIEmSyM7OJisrKyYaOloPYXRaTofDgSRJbOwYihwLzCtJjygugMNi4uj5RRw9v4hAWOWNHf388l8f0BbYPREaViOZc6YjpXEi/K95ZExE1Ag2PgzF6/Wyfft2fvCDH1BbW8vSpUuxWq0sXLgwJYPGueeey+LFi3nppZfweDyce+653HTTTVx55ZWcffbZnHTSSdx7771s3bqVs88+m4qKCo477rh0n66BgYGBgYGBwacSw5CRJFO94Nc0je7ubrq7u5k1axYdHR0zliEl3SiKgtvtJhgMUl9fn5TLfXOflw9GspPMnZXN/JFQgXnz5vG1r32N+++/H3PLjUjIVM1bxkmnfwd7USXN/T6a+3w09fto7vcRDOvPUdOgfSBA+0CAt3e5dd/n2s1UFTioHjFylOaYkb0+POzEEhrmkYcf5plnniEUClFQUMDPfvYzjjzyyNQuEv+b7uxPbeiKfT5+UbHu+9HP3GjR0KKiIhRFiYUNRNNyWu0OPumMGK1qCh04bVMz1NnMMoqq0T3qLVWhyU/t4DpKSkooKSmZknqTxTBkxGd0GEpJSQl/+ctfeP755/nggw/45je/icVi4eCDD+bCCy+ktrY2oTKHhoZYvHgxP/7xj2MpZL/yla/w17/+lZdffplQKMQll1yCyWRin3324bTTTuORRx4xDBkGBgYGBgYGQuQ0aWSkKdI+IzAMGUkylaEl4XCY1tZW/H4/9fX1WK1WOjo6ZjwtajoIBAI0NTWhaVpsEZoMY0Q+l5TGPkuSxPnnn8+iRYvYsWMHOTk5LF++HEmSqK+vHlOGqmp0DQVo7o8YNpr6vGOMHG6v2OVx0B/m47YhPm4bGvdNHyY0FN9CzAeWY/P10PnBk1x11VU8/PDDVFZWJnWO/6ts7/awpStidFhankNVvrhvxFvgmkwmXVrOjxp7CI24O1dnS3R2dsbCUNIZuvDgO6386tntaCOOnRWmIQ6Tt1BSVsgxxxyTFu+cdLE3GDJSFftMF5Fxo54vfvGLHHfcccyfP59169bx1ltvEQ6L3WxF5OTkcOONN47Z1tbWRkFBARs3bmT+/PljvOwWLlzIY489lrbzMDAwMDAwMPh0ISEOI0qlnE8LhiEjSabKkOHz+WhqasJutzN79mxMJlPMsDAdWVKm0pAR1ZDIz8/HbrfT36+PO50ITdOEYSVRJEniyCOPjHlBuN1u+vrEsbGleXZK8+zsX6sPaRn0hWJGjua+EUPHiJGjfcCPKAxYQYLcUsK5pYSBbIudntfuY/PmzSkbMmZC7HMmeerj3WElxy+anAdDNC1nq3f387KsOh9Jkuju7iYUCuFwOGJGjUREQ0WomsbNL+zg/rdaY9u+sKiYy49ZTjh4MNnZ2Vit+pjbmcLwyEitHRaLheXLl7N8+fJJlbd+/XoeeOAB7rjjDp577jny8vLGfO9yuXC73aiqmrKh7Z133uHb3/527G9VVQmHw2zZsmVSbTcwMDAwMDAwyEQMQ0YSRMXf0mnI0DSN/v5+2tvbKSkpoaioKDaRj/47HYvaqTDQRMNkenp6KC8vx+VyMTAwkPT5bGgbYmdPRLTsgFoXZXl6AanRpGoIyHVYWOSwsKhcnxkmGFbZ2NjB+p3tDGFne8cAXjmLdzfvYkCxIpkji9agNReTyZQRmSr2BjRN46mPI2ElsgSfXVCUlnJHZyzZp7qQkhIXEMmUE03LGc1eETVqxBMNHU8grPLTf23m2U09sW0nL3Dy08/PHsm8kz49jnSRKQaCPTEVYp+pMBmDwnjee+89zj33XC655BKOOOIInn/++bSUO57999+f9evXA5H2f+Mb36CmpmZK6trb8fojwtnDXjtSwITFIv7tswqECW3Z+t8WS5X4N6lIFWgyCYYYeWvionZhRb+ttCwSdqlarewCKsvdyMEg9nyBgGC1fnzShuKI7wlCMcPderFINSBuv7tLL4A44NFfK38cAcOs5iCqNfIcelpl5KAJ2SSuK0sglqipgvPa1Ss8Xq4VbExQABTEwp7xBEA1LXIPtQIXmqTEL1dQv9wgFtvUBkR9Td9X1K5B4fGSIPzSUaDfN8ss9kyzVNpQTJG22WqtmBQJl6wXEJUd4t+hIo++/aYh/b3Ot4qftSxFX26ORa9R5bKJ+7rdqj8vX8CCJkXaIEsakqShhMXtHw7oxfjDArFR2Run/wraNRjS32uv4PkHyDLpzzUkEBYGUDQJNAnzqM8hQVtF2wAcgj5gF2zLzdbff4DsYv0YkhXUn7+jWly/yerWbZNNGorFyg6grGIAUyiIrUPcV4cD+pdMNlkg1qqK+5p93IvlvKzpm7MY6Vf1GIaMJEnn23JVVWlra2NoaIiamhqyswU/WtOUJSXdXgCKotDS0hILk7Hb7SnX8+S69tjnE5eU7XH/dJ+Lpmn0dHVgCw7w5YPmYbVa+eSTT1i8eDHvvBPivAsvZvDYawAIhMIclIY3uDPFdHuCrG8bosUd+bE7oNZFcY44M0+y7RqdsWR+6e7nKpq9wuVyxbJXjBcNjWoa2O123eJ/wBfih499HMuwYpLgis/NZln2cEYswOOxNxgyogK6mdDOdBlUXnzxRX7yk59w9dVX88UvfhGAgoICGhsbx+zX399Pfn5+2vrQfffdR2trK3/605/SUp6BgYGBgYGBQaZhGDKSxGQypcWwEAgEaG5uRpZlZs+OvsnVM91pUdOB3++nqakJq9UaC5NJtZ6wovLUhk4ALCaJzyYQepDOcwmHwzQ3NxMOh2loaMBqtRIcsRxrmsb+++/Pb371S773fCSl1qyyCm754ekxw00q/C+Fljw9KqzkhIXpEcYMqxpbOiOGjKp8O7n2OOnKxmWvCIfDMW+NtrY2NE2Lfe90OunyKJz78Hp29kbutcMi85uvLGRlvYtt27alpe1Txd7UnzLBkJGOcL7333+fyy67jNtvv51DDz00tn3JkiU8/PDDhMPhmAfQunXrWLp06aTqi7Jjxw5uu+02br31VnJz9d5lBgYGBgYGBnsf8sh/6Sjn04JhyEiSdGT3GBwcpKWlhfz8fEpLSyecuE+3R8Zk34gODAzQ2tpKYWEhJSXiNJrJLKre3NlP93DEcPCZuUXkOcQGn8nUEQ+/309jYyMOh4Pq6urYwmb8Oa089BB4/gUAKqqqKSwsnHTdeyNer5fNmzejaRrz58/H6Zw4xEJRNZ7eGAkrsZgkjp4/cVhJov1yV68X/4hL9IJSvZdTPMxm8xjR0EAggMfjYWhoiDe3tPKLNf30+yPlFjot3HnaYhaV5cRSrGbCAjwemeLpMBHRZzYT2jlZj4xwOMyVV17JqlWrxhgxAA4//HCcTic333wzF1xwAR9//DGPPvoot9566yRbHfGEu/zyyzn++OMnlTnJwMDAwMDAILOQpPSEhWTANCttGIaMJJmMYUHTNDo7O+nr66OiokIn+CZiut7ORyftqS54Rp9bZWVl3DeByZ7Pk6OylZy0dM9hJaPbMxmixqaioiKKi4vHXJPR2iWSJGGSJWQJVC3iDTBZZsIjY7KLx8bGRi677DI++eQTAObMmcMvf/nLCdNVvt3optcTiUE/fHZBXM+JZBkdVpKMIWM0kiRht9ux2+1s7Je4+pVGfKHIc1+RY+bKw1zkKQP09YX2Cj2UvcGQER1XM6GdkzVkfPjhh2zfvp1rr72Wa6+9dsx3zzzzDHfddRdXX301Bx98MIWFhaxatYojjjhiss3m3nvvpa2tjbvvvnvSZWUSmzdv5pe//CUbNmzAbDZz4IEHcsUVV1BSUsLatWu58cYb2blzJ6WlpfzgBz/gpJNOmukmGxgYGBgYGEwxhiEjSWRZTioNX5RQKERzczOKotDQ0IDNJtYCENU3XR4ZkJoBIBwO09LSQigU2uO5JbNI9wUVnt0UeWOfYzdzxJzEPB0msxAaLVA6kUFmPBaTTCCsElKm/l5lItdffz0bNm4id8VJaJKJjz94muuuu4577rkn7v14ekTkEyafrWQ0G9t3GzIWluZMqqy/f9DOdU9vRRnpsvtW5nL7KQvJMoPH48Hr9dLT04PP56Ozs5Ps7GyysrKmPMtQKmSCgWAiPk0eGStWrNhjtpC//e1vKZcvYvv27fzud7/j9ttv/1SFlASDQb797W9z+umn86c//Ynh4WEuvPBCfvazn3HNNddw7rnncvHFF3PKKaewdu1afvSjH1FbWzthqE7zcDZFwDZ3Hpo/TLFPHAqY26cXoLNb9QKghW69UCHAQI9eQC7LqS9zIE79YUXfB4cEAoD23kibNFvku4E+B1LAjHVALwCYH9a3NTAgHq9s+Xqxx8E2/e97KCQ+vrFP/7LGHdQL7Sma+JnP7QvEzqmv34kUCGGziOdfssWn22Yv1s811EFxmnWRCKhQANQl/k0RiXXGEwBVFWA9qEsWI5ni7ysUALXGCZVsqNBvDOnPVc7T90kAPHphRkuxuF8LUTUYEcZE1UDVCA7r+6/aLx5XO/r117XDp39JsNMTR+xUsM0leH6yTInNvQE0DTQi9Q0HrEgBCYdf3H/8AmFekVjncEh8/8xe0bnq2+oViJoC2GR9uX3BeGKf2cghM/OA7cPZqP4wfUH9tXLEE9Y16ee5dsG2WXHGtVkCYVeRgGWJPCQ83j+sH0Oy8vTjqsWsH/8A8gQitKKxdiDOvQppY7c7LdP34lEiTWKfky8iYzAMGUkiy3LSi32Px0NzczNOp5Pa2tqkJsjTqZEByRsyomljHQ4H9fX1e1zAJXM+L27pxhuMDESfW1iCzZLY4jDVa6YoCq2trfh8vjECpaLyYey1MpskAmEIKdPrSZEJeDweNm3difnoCxksbIhsrDyYdTtfo7t/kJIC/WQ2EFZ5fnMk60eW1cQRswsmrCOZ+7mxY/ePX6oeGZqmceerjdy1pim27dj5Rdz4xfnYzJHn12q1smnTJq655hra2tooLCzknHPOYcWKFdjt9lg2FJFo6HSzN3hkRNuYCe3MlOwpyfD0008TCAT4wQ9+MGb7M888Q0WFYJGzl+Dz+bjooov48pe/jNlspqCggM9+9rPcf//9PPnkk9TU1HDmmWcCcNRRR3H00UezevXqtGmOGBgYGBgYZAIS6TFCzPwsK30YhowkScZDQtM0ent76ezspLS0lIKCgqQn6dPtkZFMXW63m7a2NmH4xUT1JLoo/deosJITl5Ym3K5UDBnBYJDGxkbMZjMNDQ0JpeEcjcUkAwrhNHhk7G1in4MhCc9BZxPOGRX6Y7Hjn3ssp96/ke+vrOHkfUtHrlGENdv6GApEjFTHzCvEnoCRKpH+pWoamzsj1v6yXBv5WXvWVBlPSFH52VNb+de6zti2Mw6o4MfH1COPasPWrVu58MIL6fcEsZXNp71tM7/5zW+4++67mTVrViwbChATDM3Kyoor7DuV7E2GjExAVdWMaUuiXHDBBVxwwQUz3Yy0k5eXxymnnAJE+sjOnTt5/PHHOf7449m4cSOLFi0as//ChQt5+umnJyxTGhlvYiknBaknATSbfhzW9C8DUSyCjYBq1T/rqlVQpi3OW2bBW0JM+rZGj9esY/9VTfrjFUFKStUqHn/F+wrOSYozfguuqyR4cyzF8cjQbBb9OVnE+6qCtipmwbU2iw2Umui6inLlxps2C5oVTbM6GlWBEVml2L/x9pWE9cdDdA8E85F4ZQq2K2ZxvxYebpJj6Vej/0ZT545pUZxxVfQMSJq+TaY4b8lFMyZZkJKXOCGsmk2Qvldjdx+2mdEQ9//o9+ORBH0KOc4cUdKfgRwUnH8cjwzBo47ZJN5XtkvII9ch+q9JYLiPl+pYFnhfSIJt2MQeEaJ7LRoCkhlXFQuolugYYYm7H4AqqEwTeM9IcfqaadwYYIrz+2EwPRhXP0kSNSyMfrtfV1cXy4yQLNPpkZFoXZqm0dHRgdvtpqqqipycxN33E62jzxNkzbaIq2dpro39a/LTXkeU4eFhmpubcblcexRfjZYPY70ELCO+Xv9rHhk7e72c+7f1u40YAQ9S+8do1ctBNtHrCfGL/27jr2+1cMERNZywqARZknhq49SElTT2+WJePAvLkvfGGA6EufjvG1m70w1E5qarjm3g/x2gf6P97MtrGK49Asfi48BsJ6drM4P/uYk1a9awfPly8vLy0DQNv9+P1+tlYGCAzs5OrFZrzKjhcDim5c1/JhkJ4pFJbdQ0LSPDg/6XaW1t5bjjjkNRFE477TQuvPBCvvOd7zB//vwx+7lcLvr6+iYsq/CHKwGY9csTJtxPH6wg3iYIAJgyRKPa+PrdPzk97vFdcb9JPyL1oGQUhYZHffZc/rUJ9534jmcQ63d/3LRx9NzpYP2+Ezsq7hnROi7eVFSktV2TWrWbDj8r8mGSesOimUH6Zgtj2ePM7ZqvAtAT52vRknuysu/LJ3l8Isz5zXHTUMtYxAEjegZSLH/XWWeneORY6pPcPh3IUnpCS9JRRqZgGDKSJJH0q6PTj6bydn800+WRAYkZAMLhME1NTaiqGktHmkodEy1adu3axZ9e2kxYjVy3LywpRU7yqUvUINPX10dHRwfl5eXk5ydmLBEaMkbM4cloZGiaRktLCx6Ph/Ly8r0urv2j1kEueGQDbl8kZjnPrNDQ8RJZ5iGW1dez1TGfZzdFfvZb3X4uf2ILf1nbwncOqeKVrZFpZ0GWhQNrXWlr02SEPjsHA5z/yAa2dEU8OmxmmRu/OI9j5xeP2W84EObBd1r5S3ct5n0aYttVe67uGZIkCYfDgcPhoLCwEEVRYileOzs7URQFh8OB0+nE6XRisVimZDG/N4RKZJIXRCYZVQwiVFRUsGHDBhobG7nqqqv4yU9+Evce7ene9d6+hsIfrqTzsqfQAmGKbPqYaYAcmz4eXqSRkV/sFR4/2KsPTxRpZLR1i4W/RXHbw2H9fKIqL7I00KwW3D85HdevH0QKhrCY9G9EXRX6cw0Oio12Vpf++KF2/W9+PI2M5n79b9pAKHGNjHn5bjSrBc/lX8N548NIwRDWOBoZrkL9edmKBG+5neJxUM7RX1e5WmBJyIvz4kagnaYVuHTb1CWLUZSIEWPBwiGi9lJ5/QbdvlKfW1yXiBxBljCBRgZecV8XaWSEN3YLdhQj2SMeGZsOP4sFr/4FkxLCs0Xg0RMS3+vGdv38q8uvf342DYlDfkUzvjyBR0atU3z+BTb9cxnzyLjmq3Dt3yEQpihHrBvS5tb3i6Gw3pJkieORYRZ4ZGwa1FudfHE1MvTb+uNc65osBdluZs5vjmPrj59F9YfpF2hk2JPQyLAJtpXYAsLjS7L146Voil9UNqzfCHjd+uvqyA2hWizsOutsav9yN3IoJBx/QeyR0Tesv9Y7hsWZ9zr84zQyqnNZduUhwn0Nph7DkJEke1rs9/f3097enlS4xZ7qyxRDhtfrpampCafTSUVFRUoLoz1dj48++ojf/e53vJ17OGRH3vLPdyRqv02sDogsmtra2hgeHp6Ux0wUy4gLXyjBrCWhUIg//OEP/Pe//yUYDDJr1ix+9KMfsWLFir0itOSVrb38+PFNsTSn80qc/P5riynJGfsK5uP2IW5/eRdv7Ii8M/yky8Ol/9wc+/64BcVjQk4my1hDxsSeQpqm0dXVhdfrpStg4srn2ukYjPzw5jnM/O7URexTuXuB4Q0qPPRuK/e92cKAL8x4V95A0zqysrI47LDD4tZpMpnIyckhJycHTdMIBoMxw0ZPTw8mkynmrZFO0dBM70+QOcYDVVUNj4wMRZIkamtrWbVqFSeffDJHHHEEbrd7zD79/f0UFOxBcycUWWBpgTCaPwyIF8cS+oWgpOm3mUL6RRCAHNT3IdkiKDMgFhCURKElgl0l+9iNUjCEFAghC8TuRG0VtTOyr/54WSAgKIfizFECgsW9YMGkxTFkjL4usXNS44h9Cs7LFBYYMsJxDBkCb0pZE9UVR+xdsK8m6a/f6Cgck4ndhgzRvsL64yFy4xdsi1emqP1hcb8WISm7T8ykhDApIeSgoK6Q+PqLngHNLwh38YnbL/qFUy2CfmlK/FlHG1VuIBzpfwLjZvR73eEiQ0ISoSWqX1+mEseQIRoqwnHEPlV5d79Q/WFUfxhF8FyqcQwZqsBooYlCS+KNq6IxUNDU+OPqxPvKoRCmUDDuuIaqr0zc/8TtV8bZwhTBvZ8qJCAdM+aZn2mlD8OQkSTxPCRUVaW9vZ3BwcGkwy32VN90LUIm8v7o6+ujvb2dWbNmUVhYmPKCY3zq0tGoqsoDDzxAx1AIf3nEiGEN9PPak8/yhZX7JlznngwBoVCIpqaIiGNDQ0PSmgVisc/kPDKefPJJVv/971jr9kfJLWXnlte4+eabuf3225Nqy0zw9w/a+fnTW4nabA6sdXHLVxeSI4g9XVSWw11fX8Jbu/q57aVdrG8ba5R66uMuTt63lHmzJvaeSPQZ2Ni+u/yFE3hkaJrGe++9xwcffMD2IRPP+esIjsQoV7js/OFri6krjBi3fCGFR99r589rm+nz7v6xM0kgSxqhkR/FvOEmrr7xRpYvT8whVJIkbDYbNpuN/Px8VFXF5/Ph8Xjo7e2lvb0dh8MR09ew2WwpP3eZYiSYiEzxGon2tUxoiwG8/fbb/PSnP+WZZ56JeTdGf6cOOeQQHn/88TH7r1u3bo9Cn7YRTwWHWQGzglU4CQdFMOENCOKmPW6xZ6LoLd+wT5+JoGlIPFbJgsWNT7BiyfdHytS0yG/ZkN+GFJBxCBYMeSH9G2kpXiy8TX/+9mzBIsQrPl70ljae94UIVZNiRg5Vk5A0CV9Q/Hst94raoD9Xe7yFpGgh26QPWJGlOONCnv7tbbxMJhE9jIOR12+IGTDUZcuE++rKbOnUbQMgrHfE11r0mVjUAfFbcs2jX4y5N+rPNRzHEGSzK6hWFY6EoQ0qclClpTPxkOCdgrffvQKNiFax8xNBwUskl0ijQxO/pfcq+kWvoklIipkqoNmbheYPC9/mA3QH9M/1kMBTKUeg5QJijwxRhpKBOF4WZsHmeAl6BsMyppH7OBSWUcIyAcFYF88jQ/QMewRZW0QZigBkgVNLSFB/PDoFfSXXvTvDUUuzCykQosMrfkEpuofdAf24sssrXiK3jxvvCj2w3x5bnR4kSWz0SaWcTwuGISNJRIv9YDBIU1MTkiSlFG4xETPtkTHaQFNTU0N2dmpZIEbXAeKFqc/no6+vD3NxbWxb0JbPq75FbGzpY1FVculXRYs3n89HY2PjpLxKonWMDS2J1BNOUCPjhfVN9O33HUK55ZHyDlyCr/Vd1m3Zztyaiox8g65pGn9c08TvX22MbTt+YTHXnzgPaxwBtSgH1ubz4LdcPPZBO9c9vS22fdAf5pR73ufzi0s47/AaqvLjR1DvaSGuaVrMI6Mk20pRdvznsLm5mXfffZdO8yye8RfEfpjnFFr50//bh6JsK4GwyuoP2rnn9WZ6PKOs/RJ8YXEJ3z64im/c9yGhoEK2BV5+/D5slsmFkUVDTCBicIumeO3v70eSpDGiocmGrO0NhoxMaGN0vDUMGZnBwoUL8fl83Hzzzfzwhz/E5/Nxxx13sGLFCk488UTuuOMO7rvvPk477TReeeUVXn31VR599NGZbraBgYGBgYHBFGMYMpJkvEbG0NAQLS0t5OXlUVpamvbJ70xqZIz3XEiHgWYiQ4bD4aCgoIDeXZsocC2hT4649fc7Kjjl3g85ZXk5PziynqLsifOAxzNkRLOslJSUTMqrRESiGhk7ezz8+rltvKAuhlHhw5pkwlN5ID952cP/26+PU/aZlba2JUM8A0pY1bj+6a38/cPdmWTOPLCCS44em8ljIiRJQnR5NODfG7p4ZmM3p+xXxvcOrZ7QCBGPFrc/lgllT/oYQ0NDBINB1njyY0aMavMgVx1aT67dzCPvtfGn15voGtptwJCAzy0q5tzDaqgrzOKNHX0xYdEVFY5JGTFEWCwWXC4XLpcrJhoazYTS0dGBzWaLGTYcDseE/TlTjAQTkSltNDwyMovs7GzuuecefvWrX3HYYYdhNps58MADueGGGygsLOSuu+7iuuuu4+abb6a8vJybb75ZJwBqYGBgYGCwtyOjIe9Zmjahcj4tGIaMJIkaFqLx9b29vZSXl+NyuaakvpnyyPB4PDQ3N5OdnU15eXnaJvUTpXmVZZkzzjiD3/3ud6gf/RVrwXz6KlcSNGWhaBoPv9vKv9Z18L2VtXzr4GoccVLGjTeWaJpGZ2cnfX19aQv7GW/0MctR91dQVA3TOOWiPk+QO1/ewcPvthIe5QJpGu4ka6iZoZJlYLLgCWnc9VY3T2x085PPwgmLZsagMRpfSGHVPzbz8tbdbqo/Prqebx5UmXRZT3+8WzP/oW/tw/stg9zzehNuX5iwqvG3d9v450cdnHFAJd86qFIYrhKP0foYe8pYEg3TyDUrdIxEHO5n6+DN9mouffkd2gfHut8eO7+I8w6vYXbxbpfGl7fudjvevzwZLf7kGS0aWlRUhKIoMW+N9vZ2VFUd460x3uiYKUaCicgUsU/DkJF5LFiwgPvuu0/43YoVK3jiiSemt0EGBgYGBgbTTZpCSz5NIhmGISNJopoVu3btIhQKUV9fj90ujrlLZ33TgSzLKIpCb28vHR0dlJWVkZ+fn9bFxZ7SvC5btowrr7ySjRs3IkkS9XPn82KLxl2v7cIbVPAGFW59cTsPv9vCRUc3cNLSsgkzmiiKQnNzM6FQiIaGBmy2ib05UmW0YGVYUTHJESOLP6Rw/5vN3PXaToYDu2Mji3OsfLnBQt/7mxkI9FM1q4CuWQfwn409aBp0DIW4ZPUG/vJGI99dUUhtVigmAOl0OieVCScZ3N4QFzz6MR+1DgIRg831J87j84uTT4LW6vbzQUuknNnFWSwuz2FJRS5fWVbKX99q4f63WvCFVHwhlT+93sQj77dx9iHVfG1FeULPwMYkhD6rq6uZM2cO69d3AFUA/NMzF95xj9nvyLmFnH94jU7DQ9M0Xhkx7Jhlif3Kp24MEGEymcjNzSU3NzcmGurxeBgaGqKrqwuLxTJGNHRvMGRkShsVJfKcGoYMAwMDAwMDA4PMxTBkJInfHxGPMplMVFdXT7my/XSGlkBE1DMUCqUlk0c89iTGWVNTQ03N7gTmc+vh5P3KueOlHTz2fhuKqtExGODSf2zkvrVNXPrZuRxcv1ulProY8vv9tLa2YrPZqK+vT+u9Gn8OVtPuBVhI0bCYNJ5c38EtL2yjfZS4VpbVxHcOreHbh9SQZTXBl8fmjj+7Y4jrntzAuy0RNaQNbUP86F9DrKzL4+z97RQG3XR2dmKz2WJ6Cna7PS0LwPFltLr9nPPwenb1+gBwWk3cevJCDqpLXMBrNE9v3O2NccKiklh9OXYzFxxRy9eWl3P36008+n47YVVjwBfmNy/s4IG3W/jKPDtn7SGnfTKpV61WK4cf8Rne8qyHzT7d94fPLuC8w2tYVCY2iHzS5aFt5L7uV5mNM4530HQwWjS0oKAAVVVjmVC6u7sJhULIsowsy9jtdqxWa0YYDMaTaWKfRtaSTy/OkcwFOeYQWMIUOMUKghaBMJ/NrhdFtLsSV603C1JCeuIIWFoEYpkiobqqMnfkO6uVXUBl6QByMIglS3+8Y4HemK/GUQWUBSF+akCQptMfJ7uBYLNoNuONIyA5HLACZiTAE7BAQCKkivcVZT5Ru/Xb8lT9eA9gLxbFPYqyJvQIj5erBcfn6n+HpJ5+JMkMBZH0qtHMJCJhT6EAKPr9AKQ2fapULajvv+FOcSaI8LD+ZvUP6NtvEWTCgUi/VkdeKilhCS0soQjulVWQEhjAJuvrzxKITTrjrFpkgTCm6FdOjfMqOihoqzcsI4/8DgyHTKghjV6BqCdAp1//DAcFApbx3rs5BddVJKoZEF8+TILrYopTl03WkEeut1XWUGVNuBp0xREmzROkQBa1tTBO+lWnQIRYdF8cdnFfdfj198Aka2gj52SSNSRZiyssLBQrFYgoe+MM6+OTNMVL2jQVyKQna8nMz7TSh2HISJLo5LasrGxaJrrTlYozGAzi9/sxm80pZfJIhlTOqSjbxrUnLuCMA6v4zXPbeOmTyGRiU8cw3/rr+xwxp5BVx81hdkl2bJHW2NhIQUEBs2bNmvKFm3mUR8aa7b386bVdfDwqg4YswVf3LeeHRzVQkhPfK2R+aQ43nVDNOy0e/vBGO7vckQF/zc4B1u4a4Kv7lvG9QypxSGE8Hg+tra0AMaNGKiKQIrZ0DnPuwxvoHo78kBQ5rfzha4uZvwcDQTwGBwd54oPW2N+fW1is26co28rln53NGQdW8PtXG/n3+i40oHMoyB/eDfL0jg/54ZF1HDOvSHc/Rwt9FjgtzMqJr7GhahrPburm9682srN37KR2WUUuPzm2nmUVuXGOjvDKqLCSlfWuCfedbmRZJjs7OybMGwwGaWlpiWneREVFo949mbJgzxSPDEPs08DAwMDAwMAg8zEMGUkSzSiQCSlR08Xw8DDNzc2YTCby8/On1IgBkzPOzC7J5o+n78PaHX3c9OzWWLrNV7b28tq2Xk7Zr4LTl0VEQqOpYqeCeFlLAC58dP2YfQ+fU8hPjp3D3D2kGI0SDoeZkx3inlNm81YX3PbidrqGgigaPPp+O//e0MW3D67kzAMrKS2VhSKQk/HWeGtXPz9avTEWClNb6OCPX1tChSu18Innn3+ee1Y/xa6qL0XKy9EmzE5S6XLwi5Pm862Dqrjj5Z0xLYpdfX4u/vsmFpflcOGRtTHPEE3TeO29DfSPpEadWyQ+Z1XTeHFLL3e+uott3eI3sN8+uHKPRgwgFlYCsLIuDyk4uMdjZgqr1YrJZKKgoIDs7OxYitd09Zd0kSmGDMMjw8DAwMDAwCDTkKX4Xj3JlvNpwTBkJElU42EmU6KmC03T6Onpobu7m7KyMoaHh/d8UBpIxzkdXF/A3793AP9a38Etz2+jYzCAqsEj77Xyr4/a+NI8Jz+qnToBxtHn0Dsc5LlNerfOebOyufSzczi0IXFjSn9/P0NDQzidTqoqK6iqhOMXlfDnNbv485stMZ2Q373SyKPvtXPBEbWctHRWTAQyHA7HwgrGe2tIksSzzz7Lpk2byMrK4vDDD2f58uVjFo//3dTD1U9tjwmSLq3I4XenLiY/S2/cUlQNfyjSnoi2hYIv+ndQxRtS2N7Ywn+eeZehvH1ixwW3vsEnn5Qxd+7cCa/F3BInd5y6mA+aB7jxqY1s6okYKja0D3H2Q+s5qM7Fjz5TR8v6N7j/hQ8hLxKm42vbittdFxPgjehZ9HHnq7vY3Dk2gfm+lbksqcjh/rci12rN9n6Omlc0Ybt6hoOsb4sY0GYXZ1GWa6VH7G2cMUSNBNEUrtGwsdH9pa2tDU3TxmixTLVRU9TGmcbwyDAwMDAwMDDIRGZ+lpRZGIaMFJhuAc6pMJooikJrays+n4+6ujocDgcej2dazitdxhlZlvjSsjI+t7CEP6/ZyZ9eb8QX0vCFNf728TAvNL3LRUfP5ovLynRZRNKBL6TwwKs7+dOaXbrvbvzSwqTqHZ1ZJScnZ0zWCYfFxNmHVvHVfcv442uNrP6gHUWDruEgV//nEx54p5VLjqrj0IYCzGbzGBHIqLdGb28vDz30EG+//Ta2oir8sp21TU/xmXaF0spqfCGV37/SwVBw7H1xWEz8+PGNeIO7DRW+kIo3qBAIJ9gvyw4ZfaLILR+ybduyPRoyouxTmct1nymgTcvnd68180lXxBjx5k43X9v5AaWhftTsObH93TvX8dprDr7whS/w+o5+7nylkQ2jwnwAlpbncP4RtRxc58IXUvnbu22EFI3Xd/TtcUH92ra+WOKqz8yJGKkyYQG+J0RtHN9fAoHAGNFQq9U6JsXrVC7uVVXNCONBdGzaG+5pJhEKhWKGr2BQHNscJR2pvA0MDAwMDAz+tzEMGUkiSdK0CnBOhUdGIBCgqakppocR1VSYLgNNus9JCfo5sjTE4V+bzWObvDFB0K6hIJf/cyN/fbOJS4+bwyFJeEZMhKpqvLTTw0NPfkjnkH7C/tj39mdpRV7i7VcUWlpaCAQCNDQ00NfXJ9yvKNvKlcfP4Rv7V3DLiztj6VC3dnk45+ENHFzn4pKj62MZNkan7AwEAuzatQvzvCPYlLciVubmdQFYtzVu297a5U74PBKhNNiCKeRJWsdDkiQOayjgiHnFPP1xN797ZRct7ojoXIelfMy+61/5D9c27eIvzQVs7R8rVrWwNJvzj6jlsIbd2XiyrCaWV+fx5k43bQMBdvb6qC+KL3Q7Og3tEXMKp82oORkS8XaQJAm73Y7dbqewsBBFUfB6vXi9Xjo7O1EUBYfDMSbFazoX+5nkkREd5w0SZ8WKFXw0Ili4dOnSCe/lpk2bpqtZQroCdkqBVp8DzR9GQvwM59r1YnUiAVA5jl3G6dL/Plhd+roqlQHh8Vabvq6AXx/ylFUemY8oI0KijlIVU1hFE01TzPp+rQyJ5zNht17Ys79J7+nYPyz2fmzx6rd3B/Rjv0cg1AiQ53MgaWZKgU5/5F7Jkvhe2QViiZJgX7lffLzJohcBla3666L0igUMQf+7LTcIPNqs4t8+qaVTf7xA2FMkABpvX1FGN7OvTXg8qv68cpz6+5+VJxaGNdtVFEukPkdBGFMoRIFXH8IpEqsFcJr1yopegQCjLU7In6BbYxVsyxYI6AKY4vSr8cQTkPQLhD39IgHSkLj9onLdAnuwJxyn/wrGW18cYVCvImEaaZtPkVAUCU9YIEyKuK2i93Oi6xfvPZ5V8KyKRGRzCsXPmui5tmeHYmLHs0oHkScwpov6oElyCraJ9ewKbGOPz05NOi4lZIg7BiZbzkzQ0dHB/fffT1NTE4GA/v7efffdSZdpGDJSYDoNGemua3BwkJaWFqEI5nSFzKTTkNHX10d7ezulpaUUFhayeDaceVA11zz+Ae+0RX6EN3cMc9b9H3D4iCDonJLUR53x2hwQGaxHq7NbklgABYNBmpqaMJlM1NfXJ7TAry/K4o5TF/FOo5vfvrAz5m2wdqebU+55n5OWzuKCI2opzd09CIdCITymbLbl7ptw28bjsMg4rCayLCYcVhMOi0yW1YTDEvnssJh2/22VybKYCPqG+fc//05fVzs5VhOhzm3U1dex3377pdQGWZL4/OISjltQxK+e284j77Xr9nEe9yMCxXVjjBhzS5ycf3gNR84tFC6wVjYU8OZONwBrtvfFNWQEwiprd/YDUJBlYUl5Dl7PcEYswCciFSOByWQiJyeHnJwcNE2L9CGPB4/HQ09PDyaTKeatkZWVNWlNiUzKWpLp9zMTuffee2Of77///hlsiYGBgYGBwacPifSElszUDOcHP/gBXq+X5cuXY7enprs3HsOQkQJ7o0eGpml0d3fT09NDRUUFeXl6j4G9yZChaRrt7e0MDAxQW1sbE2EFaCh2cuURRXRqedz2SlMse8irW3tZs62Xk/er4IdH1lM8QfaQ8WzrGubXz23j5U/GiiF8Zm4RPzl2Ng+/28oDbzUDEFISu4Zer5empiZyc3MpKyuLLZ5E90G0sNq/xsWDZ+3DMxu7uf2lnbQOBNCAJ9Z18t+N3ZxxQAXfPqSKbJuZwuISWiuOQpUii83CYAfSYDs9RWMNG0fUZXN8vR27WSI/10lhrpOCvGyy7am/fT+i6us89thjtLW1UbnwM5x66qkUFU2sQzERmqbx5PpOnvhI/wYLwFRcF/tclgU//twCjplfhDxB+1fW5/Obkc+v7+jnzAMrhfu9vcuNbyTX1mGzCzDJ05NVaLJMdnEuSRJWqxWr1Up+fj6qquLz+fB6vfT29tLe3o7dbo8ZNVIRDc0UA0KmhLjsbaxYsdvT64ADDpjBlhgYGBgYGBhkGtu2beO1116LZdVLB4YhIwWmKyUqpMdoMjp0ob6+Pq4VbLrOa7L1hMNhmpqaUFWVhoYGYby1JEmsqMpl9fcO4Mn1HdzywjbaByKCoI++18q/13fwnUNr+PYhNWRZ479J7hkOcPtLO3jsvdYxXhf1+VYuObqOY5ZUAWOzloTUPZ+b2+2mra2NWbNmUVBQsMcFXLy4fVmSOGFRCcfMK+Jv77Zx1+tNDPnD+MMqd7/RzN8/7ODcw2pw+0L0yRHjlS00SE3P27TUfBZGvETtZpmLDsrj5IPnYbFYYtoaHs8w7c29k8psUVdXx6pVqxLeP965A3gCYX7+9Fae+ni3uOrcEieWj/7Ohz0aloXHgMmCyduLuu5Jrrn8uxy6QJ/qdTz1RVmU5troGAzwbqMbX0jBYdndLzRN45FHHuH3b/dB4WIAjphdEPs+ExbgE5FuI0E0havT6aS4uJhQKBQTDe3vj3isjE7xmoinUaYYMjLFM8TAwMDAwMDAIMrenrVk+fLltLW1JayRlwiGISNJZkojI9VJvt/vp6mpCavVSkNDw4Tu33uDR4bP56OpqQmHw0FlZeWEC47IgkTii8vK+OzCEu5/s5k/vrYTTyCSWeOOl3bwyLut/OjoBr60rIy+3h4GBgYoKirClpXDX9Y2cveaRrzB3SEKpbk2Ljq6gYVOD6Wzdnu1mEe1YyKPDE3T6Orqore3l6qqKnJyclK6DuOxmmW+eVAlX1o2i7vWNPG3d9sIqxp93hA3/HfbqAaoFHa8wyfVn2U4FPFIyXOY+d2pi3H6OmP9LKqtsadMKFlZWUnrXaTK5k4Plz6xhab+3XG7p+5Xxk+OqWfNK/389Kc/JbBzDdbCCrxNH7Nk8SL2iRNPPB5JkljZkM/qDzoIKhrvNA5w+ChDxR//+Eeuv/568s64AxOgKSHeefJ+jl1wyV7jkTGVWCwW8vLyyMvLGyMyOzAwQGdnJ1ardYwhTPTcRrUpZppMMagYGBgYGBgYGHxauOGGG/j+97/P4sWLdfIGABdccEHSZRqGjBSYbo0MSG1yPTAwQGtrK4WFhZSUlOzx+EwX+4yeT1FREcXFxROez/jv7BYT3zuslq/uW86dr+zg4XdbRwRBA/z0nxu5/Zl1ZG97DlPPdsKV+9FbcQjuUTo0WVYT3z+slm8eVI3DamL79u1jzmGMR4YiPjdVVWlpacHv90+ZZ0yew8KqYxv4+opybn95F89sHJcWVpJpn3UQmhYxYpTn2fjD15ZQX5TF1q3iUI14mVD6+/vp6OiYlLdGImiaxlPbPNy/bl3s2mbbTPzs83P57Ii3xTHHHIPX6+XPf/4zAwOdHHzUkVx66aVjQo72xMr6AlZ/0AHA69v7YoYMVVW59dZbkQtrMOVEQmJCLR9zz/N3cvEPzwcy3yMDpq+Now1hQEw01OPx0N7ejqqquhSv0T6fCdfRCC0xMDAwMDAwyDQk0iPUOVMzrWuuuYYdO3agaRpbt45NNCBJkmHImC6m2yMDknujOjqVZ2VlJbm5uQnXlYmGjNFeDImeT7w6CrOtXP35+Zx+QBW/eW4rL26JaF50+M1QeTzWMh9BkwNGjBgmWeLU5RVc8Jk6irLja2pYTLuHlrDAIyMUCtHY2JiUqOdkqMp38OsvL6DfG9JlHtGskcW9ZbiT2884LCZsmcgicrq9NQZ8Ia7+9ye8+MlucdVFZdn8+ssLqMofq4h/0kkncdJJJ6W8ID6wzoVZlgirGq/v6I9t9/v9+P1+rDWzY9vU1g2EQiGGhoZiKSczlcl4dKWD8aKhwWBwjGio2WwmKyuLcFivWj8TGKEl6WPDhg20t7dz7LHHApGMWTZb4tpEU0W3P5IJo81nQfFLKJrY4OkK6sMWhwP6bWXhQeHxXp/+XF0+fSaHwWGxUdvk1f+G9Xv1+0pSJOuJao2MRe6dFuQgKGF9P85167NzuLvEWUfMgkwC7W69F+FQSDwG9gb14787pG9TKM50yq/KSKoc+6ypMnZZvLNoSmGz6MeUeIr/Yb8gQ4YsyMTgFP+maX79tdIGPLptUkMFRLNB5DiBkePC+sw1Ulu3bpsoOwmIs5mI9jUF4mVz6NFtyfXpswqYc8S/I1qY2IrCZAeTGUQ/OQFBnwDwhPXb+4J6D+K+eEljBIhuVZz3TMKsIRZZQx7pAxZZQ5U1rHH6n6iviLKWxMtaPyh4VgdD+jJ9cbKWiOgPiCtzWU2YR2ILeoMS4YAkzJAyJHhW47XVLjj/eFHWJWH9fXVa9NlwcobENzssON5kDoIpUqFs0jCZNZx2cV+3CMYF0fgRL8OORRo73tkt0+eVK0maMGtLKuXMBGvXruU///kPVVVVaSvTMGSkwEx4ZKiqmlBWgHA4THNzM+FwmIaGhqQmjZloyEhU3yPZOhqKnfzhG/vw1s4+Vj30Jh0jE9agafeEbkkB/OobB9FQrJ/kji/fPIFHRlTUMycnh7KysoQWSem4Dx+2DPBOo1v4nX2gkdx1D5NrWTmpOqbSW+Oj1kFW/WMTbQO7f8zOOKCCi46qG2M4Gk+qC/Zsm5l9KnN5t2mAxj4fzf0+qvIdZGVlMXv2bHZad/eDQH87FRUVFBYWMjg4mBGeBHsiE9ooSRI2mw2bzUZBQUFMNNTj8RAOh+no6GBgYCDmrWGz2aa93YmOtQbxaW5u5rzzzqOpqQlFUdiwYQOtra2ccsop3HPPPSxcuHCmm2hgYGBgYGAgoKWlhRtuuIH33nsPk8nEYYcdxhVXXEFeXh6bNm3i2muvZePGjbhcLs466yzOOuushMptaGhIylM6EYzXTikwXSEYsHvxkYjhxOfzsX379thb/2TffE2XgSZRQ0YgEGDHjh2oqpqUESOZOg6sK+D79YMUfPIv7GrkTVVOuJ/SjY9w4X42oREjytjQklEeGaOuodvtZteuXRQVFVFeXp6QESMdCzdvUOGKf22JWcT3kRtxPHkpxdv+Q3HjC/Dq75lbV01JScmk64oS9dYoKiqipqaG+vp68vPzCYVCtLa2sn37dtrb2xkcHJzw7buqafxlbTPfuv+jmBEj2ypx21cXsOrYhgmNGJPl0Ib82Oc123d7Zfzud78jp7g89rfLbuIPf/jDtI4FqRJPKDYTiIqGlpSUYLFYKC0tJScnh0AgQEtLCzt27Eioz6QTwyNj8lx33XUcccQRvPPOO7FrWVFRwfe+9z2uv/76GW6dgYGBgYHB3oecxv8m4txzz8XlcvHSSy/xxBNPsH37dm666SZ8Ph9nn302++23H2vXruX222/n97//Pc8++2xC7f/ud7/LRRddxGOPPcarr77KmjVrxvyXCoZHRgrIskwopHeDmsr69rRYimbBKC4upqioKKVFSyZ5ZAwPD9Pc3IzL5aK0tDSl80n0XA495GCee/a/tLx9JxZXKYHeFpYtXco+++wT95jx7bGMkgAOKtqUiXomyi0v7oyJYi6tyOGWk77AzYMbefvtt9E0jX2XLuHyyy+f0jfPqXhr9HmCXPHkljFGhH0qczh3mZ2D5hZOWVujrKwv4LaXdgGwZnsfX18RMV4sWLCAo44/iee3Rtx/77/7TvZpqIgdl4lGgiiZbMgYjaqqWCwWHA4HLpcLTdNiKV7H95msrCwcDseUnJNhyJg8H330Eb/73e+wWsembf5//+//cdttt81gywwMDAwMDPZOpDRlLZlo6jQ0NMTixYv58Y9/HJujf+UrX+Gvf/0rL7/8MqFQiEsuuQSTycQ+++zDaaedxiOPPMJxxx23x3ovvvhiAN566y1BmyQ2bdqU9LkYhowUmM7QEph44a9pGh0dHbjd7kkvmDPBkKFpGr29vXR2dlJeXk5+fr5wv8nUMZ6amhquuOIKVq9eTVdXF3Url3PaaadNeC3Hlz/aSyAYUmhubsbn8yXtSZJs20Ws3dnPw++1AZG0qr84aT5FBQ6uv/56WlpaCIfDVFZWTmusukhbw+Px4PV6Y9oa2wclfvlqFz2eiJFQAr57SBXfX1lF484d09LOebOcFDmt9HiCvNPoJhBWsZkj93Y4vHvkb6iYFfucKSKV8ch0j5Eo4w0IkiTFREHH67G0t7ejaRoOhyP2Q5surRLDkDF5JElicHCQoqKiMdubmpoyQiPDwMDAwMDAQE9OTg433njjmG1tbW0UFBSwceNG5s+fP+Yl6MKFC3nssccSKvvjjz9O+wtUw5CRAtNtyIhXXzgcpqmpCVVVaWhowGrVi5Alw0wbMlRVpa2tjeHhYerq6sjKyppUHckwe/ZsLrvsspTq0jSNjz58H4joa/z7P0+x7GtH0NDQkBZRz2TOZdAf5qont8T+vvjoemoKIu0ymUzU1NRMuj3pwGw2x9J1hhWVP7yyg3vebI2FwrjsMlccXckR82ZhmkYbgSRJHNqQzxPrOvGFVN5vHuDguogxrW/EwGIxSWTb9h4Nhb3FI2NPBqHxHj6BQACv18vQ0BBdXV1YLJaYt0ZWVlbKxgjDkDF5TjjhBC666CLOO+88NE1j48aNbNmyhT/+8Y98/vOfn+nmEf01VbTIf/FE6SwCYT+rSS/qaM8We2jKJn3BWSWiECm9KCRAWCCqF1L028zmSDvVkX/NZhVZVYUCdppg6hIWlBkPv5L42Ccau+2Ca2KK89zbZRVp5B7YZRVNVskTiAICFGbrRVSzc/RigapAgBHAkq2/r6ZigQhqHLFFdVjfLsksuFahEKCCJfo5Uq/W0qvbVQvq2yTHeR0rEvYUC4CKEd1Vu71ft00qiBNuq6gocsSYbF1agEkNUYL+nAL94haI+6BAWDYsNoSKxDZzzPrOPjtbL3YL4DDrn8ugagJbZA5XleUDU5h8u1+3H4jFSu2y/qrGe5tuFogvuqz6Mp1mcQE5Aju+LImf1TxLRAwTINesoVg0Qqq+3HjTHGuC1zrfKg4HLXbqn9Uch/5ZzakTH+8M6J81a7UdxRS5CM5FVkyKhK1dXw8gfAjsLfq6TJ3iZz3LO3ZckB3JvaycDBIaEmkQ+0yijPXr1/PAAw9wxx138Nxzz5GXlzfme5fLhdvtTijjm8lkQlEU3n//fVpaWpAkierqavbdd9+U56iGISMFJEmacUNGVEDS6XRSUVGRlon3TGpkhEIhmpqagIgYzGTfrk61UWZ0+Q8++CCrH30GDv4WAK+vfYtH5U6uuuqqKas/Hr98dhudQxGl5oPqXJy2vGza25AM3UMBLntiM2837lZsP6AmjyuOqsAhhWLeGhBxd3M6nVOe8WVlQwFPrIukol2zvU9nyCjIsowZcPcWj4xMb2My11GSJOx2O3a7PSYaGvXW6O7uJhwO43A4YqKh40McJsJIvzp5LrvsMu68805+9KMfEQwG+cpXvoLL5eK0007j/PPPn+nmGRgYGBgYGOyB9957j3PPPZdLLrmEI444gueff35S5TU2NnLWWWfR0dERM4i43W6qq6u57777KCtLfs1iGDJSwGQyTau79vhFeV9fH+3t7cyaNYvCwsK0LVCm0yNjtMEkapTJzs5OWBAzkTqm6x7dc889KFJJ7I2GNcvJ6tWrueCCC1IKjRG1PZF7/MLmHp5c3wVAjs3EdV+Yi5zBi9fXt/fx039toc8bMRDIEpx3eA3fPaQak7w77bDH46GtrQ23201nZyd2uz22QE02E0oiHFznQpYib2lf397PT46JCJD2eyMGogLnWM+nvSF0I5ONGKNJtZ2yLJOdnU12djYAwWAwZtjo7e2NiYpG+81Ero2GR8bksVqtXHTRRVx00UUMDg7G7o+BgYGBgYFBashp0shIpIwXX3yRn/zkJ1x99dV88YtfBKCgoIDGxsYx+/X395Ofn5/QvOnnP/85Rx99ND/84Q9j4ftut5vf/va3/PznP+cPf/hD0udiGDJSYCY0MlRVRVXVmIJ/TU1N2ieGMxFa0t/fT1tb215nlImWrygKbrcb2TnK1axmf8KfvITH40lZ4yNZej1Bfv701tjflx03m9Lc6XN3S4aQonLnq43c+0ZzbFtJjpVffWk+K6pdY/aNvnkHqK6uRlEUnbZGVCNhTwvURMlzWFhSnstHrYNs7/HSPuDHYTHF8s8XZOm9hTLZUJDpHiOQfq8Rq9WK1WrF5XKhqqpOaHYiY1g6rtdrr73GpZdeyoEHHsgtt9wS2/7444/z05/+VOdx9uCDD7J06dJJ1ZlJvPPOO3G/C4fDHHzwwdPYGgMDAwMDg70fiTSJfe7h+/fff5/LLruM22+/nUMPPTS2fcmSJTz88MOEw+GYd/S6desSnr9s2LCBO++8c4x2oMvlYtWqVRxzzDFJnwcYhoyUmAmNjHA4zM6dOwHSoocRr57pCi2JGmXcbveUGGWmmug5tLW1sWDBAtaufZOsgRaUvErU3DIK9jueWbNm7bmgOCRjhNE0jZ8/tTXm2XDU3EJOXJK+tKrppH3Az6p/bubDlsHYtsMaCrjhpHnkCwwE4xmtrSHKhJIub42VDfl81Bpp45rt/Syv3h0TWOgc285M98jYGwwZ0XFnKtopy3JMNwMQCs1mZWUxPDyMzWZD07RJGcTuvvtuVq9eHVePZv/99+eBBx5Iufy9gTPOOEO43Ww2Y7fbeffdd6e5RQYGBgYGBgZ7IhwOc+WVV7Jq1aoxRgyAww8/HKfTyc0338wFF1zAxx9/zKOPPsqtt96aUNlZWVn09/frQkiGh4dTXn8ahowUmG5DhqqqdHV1kZeXR1lZ2ZS5PU9nOIbH48FkMlFfXz8lKvZTfS6qqtLX14fVauWmm27ioosuYv27j8LRkdRCwfmfw69IpCL1kexi7sn1Xbz4SURUqyDLwtUnzEl5QTiV1+ylT3q58sktDPojokpmWeJHR9ZxxoEVE4bAxGtTvEwoHo8Ht9sdy3qRirfGyoYC7nw14j73+o4+agt3e9yMDy2JtiVT2RsMGdOp4zHeGBYIBPB4PPzf//0fq1evpqysjJUrV3Lsscey//77J511yGazsXr1am644QYCAb2A2f8C69atG/O3pmm0tbXxwAMP6CZGM4FnRNdtKCwRDklYJPFUSPTmKyAQu3R0i0XphgP6sUIJD+u29Q2Kha19Yf0PSLtP3x8H/CO/oTYzZmBnRz4Ewqia/gQKPXqxwy6PuH6nRX9e7qD+nGSBUCFASDBNEgmrWgTigQDWUWKf1hGxz2yrWOzTZtO31VGk3xYaTnz+JNkE/SLOdEXrFQiLdg3qtsl5WSCZIQvw+kGLtFEd0B8f7gzqtpl9bcL6TQH9vqIzFQmAxtt3jKdprADx3FfrHYLo3NQkgyQLHyA1JB7jg4Lnyq/qW+XX659G2prgT4dZIOALYDXrC3ZIYTSbSgDItQWRCJGfKxaQLPHrO4Yk6beJRDUBFMGzKhLLjTeNEZWqxpk7BVUJ00h9QU1CUaXYmDgar3hYIyAQzA1Z9Q2zm8QvXB0m/RimCO51TpdYWFV0thavgjaSPVDzKmiKgmQVX2vJot9uL9bf/+xB8e+3e9y9luL0qalgOsQ+P/zwQ7Zv3861117LtddeO+a7Z555hrvuuourr76agw8+mMLCQlatWsURRxyRUL1HH300559/PmeffXbsZc+uXbu4++67+dznPpfSuRiGjBSQZXlaFvyaptHX14fP5yM3N5fy8vIpnehHy57KhY/f76e3txdJkqivr097Gp4oU2nI8Pl8sbe3tbW1yLLM//3f//Hxxx9z69tDvN0RZjCgcv3j7/C9A0uoq6ubMuNT+4CfG5/dFvv76hPmUChYaM8EGzduZOvWrajIvOkv5altuyfQFXk2bvryApZW5KatvkS8NaI6CXvy1lhYlk1+loV+b4g3d7o5dn5x7LvxoSWGR8bkibZxuts5WjR01apVfPvb3+aZZ55hx44dXH311fT29nL66adz6aWXJlzmmWeeOeH37e3tfPOb3+Tjjz+mpKSE73//+7H4008LIo/Buro6rrzySr761a9y9NFHz0CrDAwMDAwM9l6mQyNjxYoVbNmyJf4OwN/+9reU6l21ahW//e1vufrqqxkaGgIgLy+Pk08+mR/+8IcplWkYMlJgOjwyVFWltbUVj8dDdnb2lIgajmeqDRmDg4O0tLTEXLynyogBU2fIGBgYoLW1FZvNRk5OTsxAYbfbWb58Ob+o93H87a8TUuEfG9088LPvc9i+C7j77rvJzU1s0Z5o21VN46p/f8JwIGJJPmlJCUfPK0r53NJ5z999913++c9/0huQ+Ch7BUPm3UaMY+YVce0X5pJrT274SaZ9E3lr9Pf379FbQ5YkDqnP5z8buvAEFV78pCf2XYFz79PIyHQyxdiSm5vLAQccwNe+9jVcLhc7duzA5xOn60uFgoICamtrufDCC5kzZw7PP/88q1atoqSk5H9CNyIYDNLd3T3TzTAwMDAwMDCYZqxWK5dddhmXXXYZg4MRj7VE10bxMAwZKRD1yJiqyXcwGKSpqQlZlmloaKCrq2taFiPRRXm60w9qmkZ3dzc9PT1UVFSgqiputztt5YtItyFj9DlUVlbGLInjKbIDW16EOUchmSw4Dvo6Lzx1M1dddRW33XZb2toD8PC7bby1yw3ArBwrlx43O63lp4qiKLz88sv4JAfv5B9CQIsYCWRULvvsHL62fGo9i0Sk4q1x6IghA+DZTbsNGflZ+qwlmbAIj0emtw8yp43RMcNkMiFJEg0NDWkt/zOf+Qyf+cxnYn9/4Qtf4LnnnmP16tWfKkPGJZdcotsWCoXYsGEDixYtmoEWGRgYGBgY7O2kJ7SEtJSRHIqisGLFCt577z1kWZ60ASOKYchIgdEL/nR7FQwPD9Pc3ExeXh6lpaXIsjytIpyQ3je4qqrS0tKCz+ejrq4Oh8OB2+2ettCcdBD1jvF6vbFzGB4eFpa/bds2ul75P1wVy5Gy8jDX7Y993mG8+OKLaWlLlF29Xm55cWfs7+tOnJe0h8NUEQwGCQaDtDnqYkaMHHyslLZw8rJDZ3zBmqi3xtJicYhO4V6WtQQyv32qqmZEGxUl4t00nW2prKxkw4YN01bfdCAKLcnJyeHMM8/k5JNPnoEWGRgYGBgYGMwUJpOJo446iscffzyt84DMWPnsZUSNF+l+49/T00N3dzdlZWVj0nZGM2RMNek2ZIz3LImm6pkOUdF0LURCoRBNTU0AY84hHna7HVkJEnj7Eeyf+R4AWZ85G8vb9yRc556uT1jVuOLJLfjDkT7x9RXlHFw3PWleE8HhcFBaWsq/m52xEWafvpdZvGyBLu1kIkx1X4nnrRH0DFOdrdE0PLYvjQ8tyRRvgnhkevsg0sap0pFJth0wdWFvDz/8MPn5+Xz2s5+Nbdu5cydVVVVTUt9MceONN850EwwMDAwMDD5VTIdGxlTi8Xi4+eabueWWWygtLdWtCR5++OGkyzQMGSkQXRSky7igKAqtra1jvBZGE02/Oh2ky/vD4/HQ1NQUy7QyeiE1XYaMyZ6Hz+ejqamJrKwsKioqxiy04p1DQ0MDK1eu5KWXXkAqacC28GgksxVt5ffoGPBTmpdcBgQR961tZl1rJLSlpsDBRUfVTbrMdHPIUZ/jlgcjIqS5ygDL5tZywgknpFzedC3ER3trhMNhisM9NFE8Zp+BrlacUnHSmVBmir3FkJEJbYyOGVNlVAmHw1x33XVUV1cze/Zs/vvf//Lqq6/yyCOPTEl908nll1+e0H7hcJhf//rXU9yaiXGNzJ0KrRqKqpEnyFgQ+V6fCcJuEmQ3sOv3AwiGExsfVGHOARgO6adoQWEmh5F6VBPZgF81gaLFzQYyHksc1X2n4PzzgnpjtMMsnp+IsqaEhNkZxO2szRtEs1kYBqpzh5BsIYoKPcJ9s2frz8FcqXddtnbH0bwRvKSQ6gUp1IfEWSvkfn2GBWHWE48/krWkaOTzSNYSTZA2IjwsuC5qvExIPbotot4Xb2QTZTORP/pIt03q6RceL81yIY0sKaTiPCTCWGr090q2izNRlHr04bohQV8fDmcLj7cL+nqZQ19XTZFbeHxWriBDjE1DsVjZBlTVujGFgtjKxVfQvKlXt61oQJ/1JSB4pkGctSWk5ui2xVuAWgXPcJZZ/OKo1BZGHpmK1jjCqFIYkyBzkxJn+LAKrnWRVV9/YZwMQyXZ+mfIKsiQZHWJG6CKi9UTp7MrQ/q2hof0F3bQK56vj8/cZA5ZKEiwSZNFJv4znGw5M8HixYtZvHhxWss0DBkpIElS2hb8gUCApqYmzGZz3Df+05kWNR119fb20tHRQVlZGQUF+sd7ugwZk6kjKkxaXFxMUVFRwossWZa59957ufLKK3n+xX/DrDrUwnq8qpnzHv6IB89agUOQpmo88dq+pXM4lhZUluCGk+bhsGTeYvqTwd1tOm5JJWd+7hidgS7TaWpqwhLoh1GGDDNhPINu+q3mmLZGNCwiUxbj48nUdo0mU9qYDo+MJUuWAMSMz88//zwA69ev5/TTT2dwcJDzzz+f/v5+6urquPPOOz8VuhGjU82qqsorr7xCeXk51dXVqKrKrl276O7u5vOf//wMttLAwMDAwMBgJjjggAM44IADdNv9fj+vvPJKSmUahowUSJchI7pYLigoYNasWXEn8tOlkQGTMwCoqkp7ezuDg4PU1tbidDrTXkeipFrH6BCfysrKuGI0E3l85OXlcccddwDQ5wly8p/eptXt5+O2IX76xEZ+e/LiCRdt8b4LhlUu/9cWwmrkvL59cBXL0pi+NJ2s2dEX+/yF5fV7nRED4OXmMG9rYwVU7YRxuVzU1NTEtDV6e3sZHBxkeHh4wkwoM4WRtSRx0uGRsX79+rjfSZLEeeedx3nnnZdy+ZnKb3/729jnn//85/z0pz/llFNOGbPPQw89xNatW6e7aQYGBgYGBns/EkhxPNiSLWcmOPvss/lI4Ok1ODjIFVdcMSbsNlEMQ0aKTCZ0QdM0urq66O3tpaKigry8vD3WlekeGeFwmKamJlRVpaGhQSj2Ntk6kiXZOlRVpa2tjeHhYWGITyoUOK388Rv7cNo97+ANKjy1oZM5JU7OO6I+6bL+8FojW7sirppzS5yce1jNpNs3FSiqxtodEffTbJuJpRV698hMJqSo3Pjf7Ty2Ocx4B7xcKxQXRzw0otoaHo8Hu92Ow+EQZkJxOp3YbLYZW6hnipFgIjJF7DM6ZmRCW/ZmnnzySWGoycknn8whhxzCNddcMwOtMjAwMDAw2HvZW0NL7rvvPu655x6CwSArV67UfT88PExFRUVKZRuGjBSJpmBNFkVRaGlpIRAIUF9fj92+Z82E6fTISKWuibQkRGSi2GfUEKNpGg0NDXsUpUzmHObOyubmkxdz3t8+QtPgthd3MLs4m+MWliRc9octg/zlzRYAzLLEL06ah9Wc/qEoHffl4/Yh3L6IW/3BdflYTJNr53R6FHQPBbj48U182DIY2zbXMcwnvkhcbk1poc5LJ2ooSCQTykx4a+wNhoxMaWPUoJIJwqN7Mzk5Obz22mscddRRY7avXbuWnJy9y7BpYGBgYGBgkDpnnnkmy5cv5+tf/7owPbvNZks5Bb1hyEiRVBb8fr+fpqYmbDYbDQ0NCS9mMtkjY2BggNbW1qS0JDIttMTv99PY2JiwISbZ8gGOmlfMxUfP5ubnIwKYqx7fQFX+/iwom3hS39HRQUtHF5c938dIRAnnH1HDvFliwatM4PXtu8XADq1PTzaV6Vjkrmsd5KLVG+kajoh+WU0SP/v8XOrybXz9r+sAKC8Q36/x7RufCcXn8+H1emfMWyMTjAQTkUlZSzL9Wu0NnHPOOZx//vnMnz+f8vJyANrb29m8eTNXXHHFDLcOWn2wENg5LBH2SeRaxVMhv0Bs0GnS/+7bBAKgAJ6QKFWz/ncjEBbX7xMIAPYH9dtUzRYpGzPZQJffhuY3CYUBRQKi3QGx4T7Pr3/R0u7X75ttFs+FugOJzXHi2eSzzTkQMpMHtA5ngz8c163a0qYXi4Rh3RZvo7guSdCGbGuLbpvSLxZ2HdqqL8BRMKjbZin2oJitUAPhjd1o4Uh57o364/sH9L/zOU6xWGauTy8CarfrhTllp9jTVCTsmagAKIDU1QvRsVNRQFOQBC8xFI+4r4RC+r7iCev7ml8Rj88isU9hO+P0HzUk6AA2/XOt+sXtDwpEcL1BvWdyn98mPN4veNY7Bc9PlkncfpvgYe8NxPstM2GSTDSM1KEENFoFGrZBVVyXVVBXUBU962LP7DyPvg/m2fX91zUoFuY1OfTtkuwmpJE1lWQ3ISkq5mJxX9cCemFRS5n+vpYH3cLjaRv7p5plRTwqpB9Z0pDTEFqSjjKSqk+WWbJkCQ899BBLly4d893Q0NCkXnAYhowUSEUjI7rgLywspKSkJKnJciZqZGiaRmdnJ319fVRVVSXVCTPJkBHVKSkqKqK4uHhKFzFnr6xha9cw/1rXgS+kct7fPmL19w6gMFs82L/wwgs8+uijbLAtoid/IQDLKnI466DMTtU4Wh/j0Ibp0nKeHP/4sIPrntlKaESme1aOldtOXsSi8hzeGHU+41Ovwp49RqLeGFlZWTPirbE3LM4zpY2qqmaEQWVv59RTT2XFihW88MILdHZ2EgwGWbBgAT/72c90kxgDAwMDAwODTz8mk4mvfOUrPP744wBcfPHFPPXUU+Tn5/P73/+efffdN+kyDUNGiiRqXBi94J9IPHIi0pFKNJ11pRIeM76OmTZkjBb1TESnJNny4x1z/UkL2NXrZV3rIG0Dfi545CP++s3lY8JEJEmisbGRhx56iH7rrJgRQ1ZDfK02iGmmEkAngNsbYv1IatjZxVmU5orfPmQKIUXlpud28PB7u03s+1XlcvNXFlI0YmDq9ezO9VXoFBudklmET7e3RqYYCSYiU9qYKZ4hnwbq6+upr09eC8jAwMDAwMBAzMzPlFLn+uuv57jjjgMiGd3efvttXnrpJT788EN+9atf8fDDDyddpmHISJFENDLC4TDNzc2Ew2EaGhqw2VJb1KWqxzEVdUXTxVoslqTCY0Yz04aMqRD1TBSbxcSdX1/GyX96m87BAO83DXDNvzfxiy8uHLOQ6+jowD3sY+f8Q2LbStrXEnanN//yaNKxkFy7s5/oVV+ZJm+MqeorvZ4glzy+ifeaBmLbvra8nFXH1o/R9ejz7jZkFGQl75ExEdPhrZEpRoKJyCSxz0xox97IGWecwQMPPADAaaedNuF1TGWyYmBgYGBg8L+MjIaWjtASpje0JMonn3zC//3f/wERQ8aJJ55IWVkZpaWlXHXVVSmVaRgyUmRPHhlRAUyHw0F1dfWk3MWn2yMj3sJsaGiI5ubmPaaLTaQOmPpFg+g8khX1jMdkjDElOTZ+//VlnP7nd/GHVB7/oJ15Jdl865DdWUisViudJSvwEvF2KVb7yO9dj92+IqU6p4s1O9KvjzEVfNw2xIWrP6ZzKBLZaDFJXPW5OXx5n1Ldvv2jDRmC0BJInwaFyFtjsplQ9obFeaZ4QhihJalzyCG7ja6HHXbYDLbEwMDAwMDAINOw2WwEg0GsVitr1qzhN7/5DQBerzfleaphyEiRiYwL/f39tLe3JyWAORHT6ZEhWqBrmkZvby9dXV2Ul5fjcrkmXUe03KlaYInKjYp6OhwOKisrJ7VgmaxXyeLyXG780kIuemwDAL96dit1xU6OmBPpL+biOnoKIuEukhrGseGf1FRXs99++6Vc51Sjahqvb4/oSTgsMvtVJReuMxHp7Cf/WtfJtU99QnBED6Mk28otJy9kaYU47KvPs1vGqSBLH1oyVc/maG8NgFAoxNNPP83GjRux2+185jOfobS0NOaxEc9Yahgy9r527I2ce+65sc8XXHCB7vvJCnqlk+gTq478Z47zeGQJhD3zrSH9NqdYlC5P1QvYFZboBSiL/OJn1zWg9xZ0mvUCkFnmEVFCW2RKV+v0gjlMSCBWajfphe6Cgv0ArHJiL1ACqvgCeuMIM45H1TcJgL6gBUmOiH32By1oQQmHJ0u4b+6AXgRTU/X3arBPfHxWll6uTx3WNyzcG0esUiD2mGWOc2ICwmH9PbCY9WKTWXn6cwIw5+ivtVTg1O8YZ94q9QiEQRMUAI3uq2mRfqwVFaBJCtKAXkHS3CV+VpxO/fXPGdKfa445joCkRX+t7QIRXotFfP6qoK/63GZUa+Sc/AMm5KCZkF8s7NvRrx/b+gJ6L+yhOMK+Il1Nn6BN8WYboojjOFqdY1J4yiNlisZALU4Ys1NwCk6zvrICq7j/5zv0z2qBS99X7DXicVHO119XeX452siSVl5ciUwY4ryolHyCsaKtT7fNXigW1i3xjxUWDubZ6RDumX5kCbQ0TOdmKkL98MMP54c//GHspd2BBx5IKBTilltuYfny5SmVaRgyUkTkkaFpGu3t7QwMDCQtgDkR0UXzdCxIxp+Xqqq0trbi8XjSFoYx2pAxVYw3NES9SVIRW50qTlhcytYuD79/ZSeqBhc/tp5Hzz6AAqvG3R960EYi4RZpjRyycjkHH3wwbrebQCAQeytvtVoz4lwAtnR6YnoSB9a6piQ97GQIKSq/fWEn//dOa2zbPpW53PLV3XoYIvo80+eREQ9N0/j1r3/N/fffj6IoaJrGc889xy233EIgEJjQW2NvMWRkQhtVVZ3W1LifVj7++GOuuuqqtAp6GRgYGBgY/G+jIaUlLGRmQkt+9rOfcd9999HX18fVV1+NJEmEQiF27tzJDTfckFKZhiEjRWRZJhzebW0MhUI0NzejqioNDQ1YrfEXRqnUBdMz2R9tAAiFQjQ1NQFMKgxDVAdMjyFjtDdJKqKeeyp/svzgM/Vs7RrmuU3dDAcUzn3oQ46dV8C2vsjbieo8M7ec8gVmlRQBjNFQ6O3txWQy4XQ6yc7OxuFwzOjb5Kg3BsCh9enLVpKO69znCfKTf2zi7cbdehin7FvG5Z9tGKOHITx2JLREAlwOsUbGZJ/LkKIy4AvT7w3h9oUY8IVx+yKf3d4w21s6eK05B8vxl2KzZkHHJj546a9ccsklnH766XzhC19AUZQx2hpOp5OsrKyMMRJMRKa00fDISA9TIehlYGBgYGBgsPdit9s555xzxmzLysri3nvvTblMw5CRIqPDPbxeL01NTTidTioqKtI+EY6WNx3x29EFevScsrOzKS8vT2u902XIiIp6Dg0NUVtbG3PRzyRkWeJXX15Ec/+7bO4YprHPxz1rIx4DEnDFcfVUVZYTCoXQNA2LxYLL5cLlcqGqKl6vF4/HQ2dnJ4qijBGGTJfhKVFeG23IaMgcfYxNHcP8aPXHtA1E3LzNssTln23g1P3K93jsyy+/zOZdw2DNxawGcPf3UVhYGHd/TdPwhVQGfKERo0SYAV/k34hRYpyhYmQfT1DsrjoaqTLi0qsC5JaRV7yAdS/fRcfNN/PBBx9w/fXXC7U1AoEAZnNkqE9XJpR0k0lin4YhY/JMhaCXgYGBgYHB/zKyRFrSlsxkaEm8tYksy8yaNYsjjzySM888M+E1jGHISJFoCEZfXx/t7e2UlpZSUFAwJZPx6Vj4j67L5/PR29s7Zec0HeejKAqhUAifz5dWb5Io6cy84rSZ+f1IJpPRYQxfWVbCZxZXx61HlmWys7PJzs5G0zSCwSAej4ehoSG6urqwWq0xbw273T6lC8Uhf5iPWgYBqC1wUJWf3kwwqbb9qY+7uObfn+APR8KlipxWfvvVBeybgH7H66+/zrnnnovptNuRgIDPy6mrfsPp3/4+wyENtzdijOjsH8KrdDHoV3D7QjHtjalC01QkScacX0bul67GufN5Xn31Bd5++20OPfRQnbZGS0sLsiwTCAR03hqpZkJJN4ZHxqeLqRD0ivKLX/yCv/71r2zZsgWAtWvXcuONN7Jz505KS0v5wQ9+wEknnTTpczAwMDAwMDBIH+eccw5/+MMfOOigg1i0aBGSJPHxxx/z7rvv8vWvfx2Px8ODDz5Ib28vq1atSqhMw5CRItEFv9frpba2FqdTIKqUxrqmI3NJ1BPD7/dTU1NDdrZeVCxdTGUKVr/fT0dHRHqnvr5+yhYm6Wx/hcvBiUtK+eubzbFtdSVi8UkRkiRhs9mw2WwUFBSgKErMW6OtrQ1N02KeGlOxeH1rl5vo+j0TvDHCqsZtL+3kvjdbYtuWlOdwy1cXMis3sTTIDz30EJ5AmDxLZH/ZmU9X/fHc8nJTWtooS5DnsJDnMJPvsJDnsOBymHFlWXBFPzss5GWZybWZ+MOtv+Y/jz+GR7LjPOocbBULQJLprT0ay8519Pfrxdpgt2ioy+Ua463R19eXciaUdJMpBgQja0l6mApBL4BNmzbxxBNPxP7u7Ozk3HPP5eKLL+aUU05h7dq1/OhHP6K2tpalS5em41QMDAwMDAwyAilNGhnp0dlInjVr1nDTTTdx8MEHj9n+xhtv8Pjjj/Ob3/yGE088kW9961uGIWOq6e/vR1EU5s6dOy0u/FO58IeI9kJzczPBYDD2ln8qmarziYp65ubmMjw8PGWLknQv9vo9fp78qG3Mtltf2M7SilwOqE3eMGAymcjJySEnJwdN0/D7/Qml8Uz1nqyZIn2MVBjwhfjJPzaxdqc7tu3Ly2ZxxefmYEtCgHRoaAhJU0EJgWniZ9xqkkaMDhbyHeYRo4TeMJE36nOO3YycRD+6+Yafcdj++/D444/z5nO/Ieu4c/GWrwDZhHLAGcwqrxQeN9rbYbS3RnFxMaFQKGbwGu2tEfXYmC5vDcMj49PFVAh6qarKNddcw7e+9S1uvfVWAJ588klqamo488wzATjqqKM4+uijWb169YSGjEpHZJybna2imlWKbWJ1/bpsj26bK0uvZD+rXp+JBEDx6fu0rVS/LdQrzkQRDOqfv8KQvv4sW+R4zWbBDRQ4fUjmECZB1hGrIJOAVZDdAcAmyARhlvUGdqssPj7bbNdtM0n635iAIn7map2eWCaWmiwPmMLMyhNfa1ed/hpKVv21zpf12REAbCX6baZafRihFtJnNwDIEWSosVQKjOaqhjSiyyTZZSQlco9tdv01NJv1989sF7/Q0kRdWNHvq/UOCXYEaZZLv62rV7dNlMkEItlMVAVYD+qSxUim3ZkxRmO2in9T8iR93od6WV9/vAVYtk2f9STXqX9WcurEz7okSNuhelWUke3Z5WFM4ZCwTwEU9ev7lahNvpB4LmGSBPcKveeoRfD8ALis+rqyTGLP2FJ7AOyR52perg+sYZyCZzUU591ptiBDSblD3/+rcgeFx5fX6bdbZ+n7hXnhLHEDRHERJhNgGvVZg74B/X6A2qR/hoO79Nl0ureJX1D3Do8NU9es05eNS5JAjtMHki1nJnjzzTdjv9+jWbFiBT/4wQ8AqKysZHBQ3HdEGIaMFCkoKKC7u3vadAhEWVLSxei0pAUFBQSD+gEx3aTbkKFpGn19fXR2dlJeXo7VamV4WDzhSQfpbH8wGOTaf3xIn2/sRCasavzwkfU8dvb+lOak/qhKkoTD4cDhcFBUVDRGMLSvry8mGKqqakp9TNO0mCHDapJYUZO+tKvR8hNlS+cwF67eSKs7MoExyxKrjm3ga8vLkl4oH3jggbz66qsoL/0Oc9Uy/MNu7FKYVReeT31lacxI4e5soaaibEq9siAyBnzlK1/hhBNO4KqrruLV1/+OlFWG5qpAzZnFCz3Z7C84biIjgcViIS8vT6et0dvbS3t7+7R5axiGjE8XowW93G43MHlBr4cffhi73c6JJ54Ymwht3LiRRYsWjdlv4cKFPP300xOWJdsiE155ZDIvxXHS0mwCcV+bfsGpWMTi3kpY36cVwYJJiZcS0iqqX7Rt5N+R/aP/qgJDhmoRpHQUlAmgCfaNLoDGEOfZlQRTTEkwCZfjGDKwmWOGjOi/omsCoAhSlYoWp4pF/HuiiE5L1telxEn/KbqHisgALmmx7aO/V62CeyVYsCmiewLC2bwiaD9xxjfRvRLd12iK1fGoCigjtyD6r2hfSRLPZUTXVRVdapv4eM2mv6+qVfCsChbhEMeQYVZRzCP3auRf0X4Aqui5FJyrJrongCYwZEiCZ030/AAg6D+yGmfeaFd0z5Vo33jZl2XRNRQY4uKNK6LxUjEn3lfE440ZZcSQEf2XOMergudSsejbL7qnANo4Y5RmNZbSiVJdXc0tt9zCOeecE0u+4PF4uPvuuykpKUHTNG677Tbmzp2bcJnG1U8Rq9U6LZoVUabKg2FwcJCWlhaKioooLi6mr68Pv1+cOzmdpPN8NE3TiXr6fL5pvT+p4vV6+e97n/D01ojRJctq4tGzlnH1vz7m/fYAbl+I8/72Efd/cxnOOG8ykiXq7p2Xl4eqqrHFa1QcdbRgaCLZd7b3eOkcihi/9q9x4bCk/y1+Iovc/27q5qont+AbeY1QkGXh5q8uYEW1K6U6zz77bLZu3cpTTz2Fv/Ej8vLy+OUvf8lnD18wZj9/rzyti1+73c4vfvEL3nrrLbZ0DHLn1sibkwffaePw2QUcMs4jJtHnYCa9NTLJkJEJ7djb8fl83HTTTfzzn/8kFAqxYcMG3G43l112GTfeeCP5+cl5mfX09HDnnXfywAMPjNne39/P/Pnzx2xzuVz09YnfmkeZ/+ODANj31mOTageAO8Ft08n4Vw8Dq74xJeUCgnfE8alNSysiSD/7KgA9cb6Ptz3tzN/zLomy6fCzdv9xZPrKnRHW7/64aWP0DfXB+v2q4hwv2v45/aZ4o7PIz0a0rTPO8Xti61e/l+KRiSHyaaqdZJnzEtgn/4YTI/9Osi4RYt+f+NvTxYbcoyIf4kVni/qaoKtmIrIEWhqmKDM1zfnZz37GOeecw3333Ud2djaSJDE8PIzD4eC2225D0zSeffZZfvvb3yZcpmHISJGp9JCYjvo0TaO7u5uenp4xaUmnOoQlSrrqiYbEKIpCfX39mIX3dKR3nQwDAwPsamrhrvd3e45ceFQDFS47Pz6kkCtfcbOjx8vWbg+X/XMzt568ELMpvaOPLMuxxanH46GgoABVVfF4PDGPo+zsbJxOJw6HQ7jIWzPD2UoUVeOOV3Zx7xu79UUWlmZz2ykLKc3Vu0smitVq5ZZbbuG8887D7XbT0NAgzFgyEwYzi8XCypUrWQnY32nll89uB+DKJz/h8bOX48ra/cYg1cX5dHprZELWElVV0TQtI8RP93ZuvPFGmpubufvuu/n2t78NRPqT0+nk5z//ObfcckvS5Z166qnU19fT0rJb9yZen9lTX9r8mzeZ/+OD+OBHz6H6wxTFCS2pceqXQqLQkpK6JEJLZglCS/rEv+2DnXpXkf4hffatWGiJ1cLAqm+Qd9NDSMEQsii0RBAu0jco9iYThZa0DOndqK2SOLSkM5BYaEkwjkdGffYw2MxIP/sq2s/+DoEwxbn6cB+A4rn6+yIKAwh0isdrW7F+m3mePkwyvF2sRRTq0V9rW63gRYAa8cjYdPhZLHj1L5iUyL0b2iDw6BB49DgKxH3VJPipsy4VhHnGSTcuFQtMVIrgLXuROHRUXbIYRYkYMRYsHMJkAnn9Bn09ze3C48Mfd+m2DX2i36+xXTzHcNr0oUU5gme1YI7Y4zh+aImFrV/9HnP+/qcJQ0u6NuvDOAJB/RIrmdCSTwb1K/F4oSV5gtCSVq84tKTEHgCbmfwbTqT/iichEKbZO7nQklJBaElljthkUVqj324tEYWWCB5KEIeW5OWgYGJD7lEsHnwREwoMiOtXW/TPcLBJ31d6dogzHfaNDy0pz4fzjxO31WAM++yzD6+++iofffQRnZ2daJpGUVERy5YtiwnU//e//02qTMOQkSImk2laDRnpNDAoikJrays+n4/6+nrs9t0D2HQZMkanr02VQCBAY2MjNpuN6urqMQuQqV4UTaZ8TdPo6emhu7ublztM7OyLDKCLynM448AqggE/WRaJP3xjH069+20GfGFe2dbHHa/s4qKj6tN1CkIsFgtZWVnk5+fHDBoej4f29nY0TRvjrRFN6blm1MRuuvQx2traGB4eJixbuf2dIV7fsbsNJy4p4erj52BPg2eIJEkJubjN5CL86yvKeW1bH6/v6Kd7OMi1T23lt19dMKZNk23fVHtrZEJIR3Q8mul2fBp49dVXefzxx8dkvXI6nVxzzTUcc8wxSZW1du1aNmzYwC9+8Qvdd/n5+bHQlSj9/f0UFEw8DqmByAJN9YdR/WE0ocAASGaB7oJJv80UihOOGdI/dybB4lSNs2KQg/q+KAUEbWLsNikYQgqIDRmy4FxFZQJIquC6+AXb4mhkaIJ9NcFCTI0XWjLakBIIQyCMHBS31RTW3wNJsOAxhcTzDpPgtEyqvi5NUA+I76FJEYy7qjbq+1DMkCEHBRoJgr5iCsU5f8FsXtR+pHihJYILoAkMGXGMVtKoId9kivwnC/aV4jxrousqBwXXLxDnWUV/rrLg+RX1k8jx+rqk8O57YgqHMIWDwj4FIAcEYSBBfV+TxLcPSaSRkeDzA4DgWVVFzyoA456rkXFQd3ycJY4qCi2RBOOKNU5fFYyXprB+zmCK01fELgm79zWhYCIcRzgGJCWxMVwOiI1OuvEyGJ426cyIRszeK/YJkZeEDQ0NVFRUxLa53W7cbjfl5eVJl2cYMlIkHQvxZOtLh+EkGAzS2NiI2WymoaEhthiNsrd4ZAwPD9PU1ERBQQGzZs3SLdSm4zxSKV9VVZqbm3nnnXfoD5v50+aIqKpJlrj+pAWYRv1I1hZmcdupS/nO/R+gaBp/XtvC7GInJy6JI4CUZmRZHiMYGggE8Hg8DAwM0NnZic1mQ7Y6eL85IqhUkWejrjC9aVfHo2kab775Jm+88QYdPonXpcUMETHEmST48TENnL5/+bQaFmY6hEmWJH7+hbl89e73cPvCPL+lhyfWdfKlZaWx9qX7eqTbWyMTQjqi46thyJg8AwMDQsFoVVUJxVmIxeNf//oXHR0dHH744cDu5+3AAw/kO9/5Dv/+97/H7L9u3bo9ZiyJDrOyBEigxXFYN8n6Z1skoBlnbYgs0mMQ/IzHOz4U0k/uVUFbfcERbQzJEvtbCoJd4FGh+PWV+cJxYtk1/b5ewYJDiqM7IMIu0u1IYgiNJ3QnCodXPPq6/INx3og7BAvhDv0bXW+juF3eQf0bbZesf8sbHJZRrTIcCZ4tCnIwco9aOvWeBoqqv/4FXrFYqWj4LEEvlil8mw1YavSeLpLAe0MaENcvE9XEOBh5/QZkSUFdtky4nwhzWH+vckL6QJAaRewR4yjQ3z9rgf5cLUvEb/k1gTFP6/Uhj+gpWMptmBQZdUg8folEdM0i3RafuP9aBfsW+PR1OUQWN6BI4D0WEvQfgGKHH81mQQGK7AEkKcRASP8AeQTPeqQN+ra6rHqPjBynfhuIhT1NJYK5oyOOeJFN4Ok05I0MArnAsDdixPCL75XSqX8u/b36azXoFdfvGXetpLCJ1H1/k0OStPg6KUkVNDPz1qeeeoprr71WJ+YZnQNu2rQp6TINQ0aKRA0Z0zUBT8fCfHh4mObmZvLy8igrE4sfTlfIzGTSyfb29tLR0UF5eXncWOupNmSkUr6iKDQ2NvL888/z0bp1vJ97KGFLZLJ/8pJCFpbp3QgPri/gp8fP4bqnIj6WP/vPJ1QXOFhWkXhq1nQgSRJ2ux273U5hYSHhcBiv18vzGzsJjeRd3bfMzvDw8JToJ0Rpbm5mzZo1uG2zeDFQTXBkop1jlbj1lCUcUOtKW73JMNOL8JIcG9ecMJeL/r4RgBuf3c7y6jyq8h1TPkZN1ltjOsfRiTA8MtLHgQceyM0338wll1wS29ba2sovfvELDjzwwKTKuuyyy7jwwgtjf3d0dHDaaafxxBNPoKoqd911F/fddx+nnXYar7zyCq+++iqPPvpo2s7FwMDAwMDAYPLcdNNNnHrqqXz+859PSIMvEQxDRopEJ+Oqqk5LTPVkDAzRjB4dHR2UlZVN6HabyR4ZmqbR3t7OwMAAdXV1sXiqeOVHj5npBRLs9oTp7+9n+/btuIv3oU+NvBmwKx6Wyj5gH0B/bb6xfyWb24d47IN2gorGt+99k6IP/szs8kJWrVpFTU3NtJ+P2WwmNzeXje7db0wOrM6JvZF3OBw4nU6ys7OxWCxpCW2AyJtev9/Pe3J5zIjh0oa4/IDCGTNiZEofO2Z+EV9eNot/fNSJN6hw+RNbuO/MZdPevmS9NaLM9DWMPnOGRsbkueaaa7j44ovZb7/9CIfD7Lfffvh8Pvbdd19uvvnmpMqK9qUo4XDkjWRpacTj6K677uK6667j5ptvpry8nJtvvlknAGpgYGBgYLC3I8X+b+9kcHCQiy++OK3zPcOQkSLRt3bTZchI1cCgqirt7e0MDQ3tcfE/mXqSJdl6FEWhqamJcDhMQ0PDHi15U23ISKb9Xq+XxsZGXC4XkiSxUavgE7U29v2SwEb8w/GkvCN1Xf7ZBj7pGOCjdi9Bk53Gqs/yweqreOWVV3juuecoKyub7CklRTgc5o033uCZj8KAGbMMxy6txmkzEwqF8Hg8DA8P09vbi9lsji1cHQ7HpN542+12TCYTVsJApA8cpG6kMv+z6TmxvZxLj23gncYBWtx+Pmod5J7Xmzi2fOZCXxLx1oiOSdOpOSRCGRG2m2mDyqeBsrIy/va3v7F582ZaWlqQJInq6mrmzJkz6bIrKyvZsmVL7O8VK1bwxBNPTLpcAwMDAwODTEZOk0ZGespInqOPPpo333yTgw9OX5oYw5CRIpIkTSo8IllS8cgIhUI0NzejqioNDQ1YLOLY0MnWkwrJGAJGi3rW19dnxBvTRNvvdrtpbW2ltLSUgoICrn9yA584Fsa+X2btIre7mbKyAyYsx2KSWTr4Fu8NlGDOm4VlVgN5h3+Trhfv5sEHH+THP/7xpM8pUTRN44knnuAfz7/OQOWXAMgL9tLR0hjrZy6XC5fLhaqqsYVrZ2cniqKMEQxNpE+Opra2lkWLFvHB+h6QqiN1V85NKud0uskUjwwAp83MjV+cz7fu/xBFgz++1kj10UVUVGRG+0TeGkNDkTj0Xbt24XA4Yv1jsplQksXwyEg/8+fP13lHdHV1UVJSMkMtMjAwMDAwMJgJ5syZw+WXX86+++5LRUWF7sXmxRdfnHSZhiFjEkyX90Iqdfl8PhobG3E6ncLOkq56UiXReqK6Hvn5+UJRz4nKh5kTYhyd3ra6uposZzZX/WsTj72/OxRjtudjygZ2su8BB3DIIYfEtse7Nn2Dw2jB3anvzLNmI0kS/f1i8aupoqurizVr1hAqXhDbljWwkzVrBmloaBizryzLZGdnk52djaZpBINBPB4PQ0NDdHV1YbPZYkYNu90uvL+jr4XFYuH444+nzfIRmz/wAZBft2hM5p3pZKaFPkXsU5nL91ZW84fXmlA0uPXNfg5eqDJDlyguUW8Mi8XCwMAAtbW1eL1evF5vWjKhJIsh9jl5fD4fN954I88//zySJHHSSSfx4x//OHbvHnnkEX7zm9/wzjvvzGg7K7MiInQN2T4whymwi0Xpqiv7dNtsOYKUpvVikWPVHSebyTg0VZwJQiT2aDfrxf4sI0KBmk0jAGTZgkiEyMnWn5ds0o9ZojSrAGarQKxQIBKXbROfZ54gpaNo30G/WFRvVt4wqtVCD1Cc60EOhsgp1Av1AZjK9PdAa/XpttmyxedqLdUb1SW7QNhUFgsIOpwCsVCHIENNv4w68junhiQIxR9vrAJRRVWYsUGc6jPQry9bFWTSAZDt+usqEks1d+mvKYDZakKSzFAVSbEqaWGhsKdIABTEIqCWsP7889Ru4fGSTX+v5ELBj16eONWwKBuJNhyMpF8BsJlAUcEbp//Y9G012/XbHDniZ8WWJxLB1bdJJAoKkDdLf/9s7XH2LfKhWqzsAGqq+pFDQWyt+vMaDog9nx2C8aK83K3b5qwWHo55SamgUMEY4IwjHt+ln/OqLf2oJguUg7qzG0kJEe4Uj+u9W/R1dfTr00pvG9ILVgMMjBNhdngcLBDumX5kSUuPUOcMiX2+/PLLVFVV0dPTQ09Pz5jvomEnyWIYMlJEkqRp816A5Dwl3G43bW1tlJSUUFhYmNRbzUwyZPT19dHe3j6hqOdE5cPULTQnar+qqrH0oHV1dZgsNi56bD3/3dg1cixcdFg5BxeXYLcfT11d3R49Ez5qHeQV24FYiiM/91rQx/Ca/0NV1T0q9Kcbn8/HoGJmq212bNsstYeBgYmHE0mSsNls2Gw2CgoKUBQllt61tbUVILZwdTqdcReuVquV4/ZfyO8/eA+AHf2JLRamkkzxyIhy9qHVvL69n3VtQ7QPK9z6chPXnpiZugFRjxar1YrVasXlcgm1NabaW8PwyJg8t99+Ox9++CGXX345gUCAe+65B4fDwZe+9CWuuOIKPvnkkzECoAYGBgYGBgb/Gzz00ENj/tY0jbVr17J69WrWrVuXUpmGIWMSTKchI5EwFk3T6OzspK+vj6qqKnJy9BbGROqZaUPGaFHP2tpanE6xBX1P5UfLmk7C4TDNzc0oikJDQwNBVeL8hz7k9e2RN3tmWeLXX13ECYsFFukRxl+bJz5q56p/bSKoRIwYykAnfU/ciOZu5etf/zqnnHJK2tqfyPVy5RewvXgloZHho1rtRBrsoK4uuZg3k8lEbm4uubm5aJqG3++PaSd0dHTEBENFC9aawiysJomgovFJlz5t3HSRiR4ZEAlF+sUX53PKPe/hC6k8vq6Lz8wr5si5hTPdNB2i0ByRtobH45lSbw3DI2PyPPvss9x9993U19cDsHjxYv7f//t//OUvf+Goo47i1ltvpbAw8/qggYGBgYFBxiOJUy0nSxzHrmmjra2Nxx9/nH/84x90d3dz1FFHcccdd6RUlmHImATT7ZERVWsXoSgKzc3NBINBGhoaxmQDSLaeVNIhbtq0iT//+c+0trYyd+5cvv/9708oQBnPkBE9j1AolJCo556YTo+M0VoeNTU1DPoVvv/gB3zYMgCA3SJz+2lLOWJOUUJ1KKrGLS9s4+41uxPXr6jO44x6O737X051dTUHHHDAtHsDPLbBTa8c8ZCxhYep6FrDioMO4qijjkq5TEmScDgcOBwOioqKYgvX6OI1aqSLLlzNskxDsZNNHcM09fnwhRQclpl7k55pHhkANQUOVh3bwLVPbQXgmv98wpLy5RRlpyflVbpQVXWP12+07spUeWtEn+dMvJd7Cz09PTEjBsC8efPw+/3cddddHHrooTPYMgMDAwMDg70bGZDSINSpAdMtrx4MBnn++ed57LHHePvtt1m2bBldXV089thjk8o0ZhgyJsF0in1OVFd0AW21WmloaJjU28lUsn1s376dCy+8kJbWNuyuYj786CM2b97MXXfdNSZt3vh6RIaApqYmrFbrpEU9p9sjw+Px0NTUhMvlorS0lK6hIN994P2Yt0CO3cxdp+/D8mpXQuV5Qyrn/+0jXvpkdwzZV/cp5YrPzcZikoGJxUFTIZH7vaFtiN+/GjGsyBJccVQlS8p+QE1NTdLCnRMxeuE6ODhIb28vkiTR3d1NOBzG4XBQ67KwqQNUDbZ3e1lcnrwH0mTJVI+MKF9eWsJTHzbxTluAfm+Iq//9CXeetiijFuvJGk0n8tbo6+tDluWUvDWiBhXDIyN9SJKEyWQyjBgGBgYGBgb/o1x33XX8+9//xuVyceKJJ/Lzn/+cqqoq9t1335S87kdjGDJSJDrhna6FTLy6hoaGaG5upqCgICkxzHikYgB45plnaGlrx3bcRXhyayhoeZ2N7/yd119/nRNOOCFuPaPriIp6Rg0B6VhoTeVibXT7R2cmKSwspKnPy1n3f0BLf0QUqyjbyr1n7Mv80sQW2i1uPz99sY/mwYgHjkmSWHVsPaftV4rJNHOLLG9Q4bInNhNWI+f93UOq+fJhtVNeb/RZKykpQdM0QqEQw8PDVGW7Y/u8t72DepcJh8MxI4v0TDIMjOfcFXnseKGfXk+I17b38ej77Zy2vHymmxVD07RJGQ8S8daIGjUm8taYbDsMDAwMDAwMDKYKSdKEgsvJFzS9L+EefPBBPv/5z/OjH/2IqqqqtJZtGDImwUxqZGiaRk9PD93d3ZSXl+NyudJWT7T8RPH5fLDgOLy5NQAEcipiC4qJ6onWERX1LCsro6CgYBKtj19HuomW3dXVFctMkpOTw+aOIb77wAd0D0cEKCtcdv5y5n7UFGYlVO7bu/r5wcMf4fZFjBi5djO3nbqEFVU509bX4nHTc9tp7Ivc0yXlOZxzWBxJ6ikg2i+jopAFBQUcME/iT+9GtEe29fhob29H0zSysrLIzs6OhKCYp3aIy3SPDE3TyLPJ/Pzzczj/0Y0A/Ob5Hexf46K+KLE+OdWkM31tPG+NqGFjIm+NREJc9sRrr73GpZdeyoEHHsgtt9wy5rv//Oc/3H777bS1tVFTU8Pll1/+qfNUUBSFRx99dMxzIdp22mmnzUTzYihq5D6HVRlNlQkpYgOWFhZkfVD047A2HCfsUzA8qF7B8Yq43wXDiXkT+YMRbzhNssT+loJgC+rbFRaU6Q2Ivelkv/4EBgQZRkTZVQA8IX25okwcQ4L9AOweO1o48t2g144UMEVU+wVYd3r1bW3Wh9ENDonTN5Vow7ptskl//ZqbxMLjKvp7WOTR6zd19Oeg2SLn1NiejxSIZDvZOax/K2mT9efqFGStAfCE9b91YUG/DiriPlXqGdJtC4X0+zqdcTLUSB0oZitUQfjjLrRwEHNY39fjmYpF2UyEmUziGZsdgpBJq+D3P14mjH79+av9AVRz5BxUdwApHCLQLM4EMjCgv385ij5rRnTs0TVVcF1NgvtvMovngRaXflv2sDhrhzVXRbFEyrHkqphCKlk9+qw7ov4D4LDq9xVlXZHz4oS4OwXPoE1w/3rcwsO1Af2zHmr2o4xcm1BLADUcxNcjbn+nW/9Ssdmjv38dfvH80TtuvM6JkwloKpCkiDf0ZInTDaeMe+65h9WrV/OFL3yBBQsW8MUvfpHjjz8+LWUbhoxJMN0aGdGJoKqqtLa24vF4qKurw+GIMzCnQHQin8x55dQsRhlYEvs71LaJ3NxcFiyIn5BIkiQURaG9vR23252yqOdETKUhI3p9+vv7qa+vx263836Tm+8/+CGD/shEY06Jk3vP2JdZuYnlvXzk3RZ+/p8tMY+HusIs/nj6PtQWZhEKiVO+TRcvbO7h7x92AOCwyPzyi/NHQlxmjrklu1NjtQxr1NfXEwgEGB4ejgmG2u322MJ1KjJdRMlUj4xo/z9sdiFfW17Ow++14Q+rXPbEZh781j4zfg8hvYaM8STirWG32xkcHCQrK2tSHhl33303q1evpqamRvfdhg0buPTSS7nppps46qijePLJJzn//PN55plnKC2NL/y7t1FSUsIf//jHCbdJkjTjhgwDAwMDAwOD6WHlypWsXLmS/v5+nnjiCR566CFuuOEGVFXlzTffpKysLOUXj4YhYxLMRPrVYDBIU1MTsiwze/bstL9xliQpKQOAL6jweHsuyLstpLlDu7j00ktZuHBh3OM0TWNoaAiTyUR9fX3K4qQTMVWGjHA4HEsXWldXh9Vq5dWtPfzgkXX4Q5H+sKwylz+dvi+urD3rRoQVlV/+dysPvNUc27bPLCt3fWs5rqz0X5dk6RoKcM1Tn8T+vvy42VQXpM94lir5WRZKsq10DQdjWiT/n73zDpOkKvf/t0Ln7unuyTnuzuZEWjJIEgSWrKIXBEzXhKIo6u+iIiIGMF7AhOiVoJJBAQUByZnNeSf05J7p7ukcKv3+qKma7qnTM90zPbOzeD7Ps8/O1FQ4dep0dZ1vve/3tVqtsFqtqKyshCiK+tv4qZUuHA5HSdIIFntEhgbDMPjyqW14vSeE7kASu4ZjuOOFXlz9vraD3bR5FTKyyRet0d3djauvvhoWiwUbNmzAeeedh+OOOw5lZWVF7d9iseCBBx7ATTfdhHQ6903Ygw8+iBNPPFFPtbvkkktw//3349FHH8WnP/3pkp3jwebZZ5892E2gUCgUCuU9CYPSpJaUwjB0Nni9XlxxxRW44oorsHnzZtx///24+eab8dOf/hSbNm3C17/+9aL3efBfxx3CLKRHhhbBcODAAdXosLV13sLmixEAfvz0PvQEJkWMWgeLB++6DZs2bcq7TSaTwfj4OADMm4ihUerrk06n0dXVpYekm0wmPLF9GJ+9b4suYhzbXo67Lj+sIBEjnBTwybs354gYl29sxDeP96LMWjrzzNkiKwr+3+N7EJ5IdTl9eSXOX1ezoG2Y7hourVajeCIpESPR3NBMnufhdrtRX1+Pjo4O1NXVgeM4jI2NYf/+/ejv70coFEImQw6VLYbFHJGhtc1m4vCD85aDn4hL/N0rfXjbFz6YzQNQmpSO2aBFa2zYsAH/+te/cM0116CsrAy33XYbjj76aPzXf/0XRkdHC97f5Zdfnrfk9c6dO7Fq1aqcZStXrsT27dvndA4UCoVCoVAohxrr16/HTTfdhJdeegnXXHMNNm/ePKv90IiMOcCyLCSJnC9XamKxGARB0H0k5vPBv9BIkxf2jeGeN/pzln1gXeO0odJadQ+LxQKe5+dUmWQmSt1H2ZVJKisrsWfPHvz5zX7c8MQeaHPt96+sxi0XrYaZn1kj7BqL4zP3btGFIBPH4DvnLMcF62qxa9euRfG2/+43BvBa9zgAoNppxrfOWrqozDQ7axx4uSsEANg7EkNtGVkUm/o2PpPJ6NEaY2Nj4Hk+xzuh0HNcqGiC2TK1fSvrXPjcSS34+XM9UAB887HdeOATh8NlPXhfBYuhD81mM9avX4/169dj+fLlGBwcxNtvvw27vTQ+IqFQyOBj5Ha7sW/fvpLsn0KhUCgUynsbllHy+gQVxQKbfU6H3W7HJZdcgksuuWRW21MhYw6wLDvv3gWKoug+EizLoqKiYl6PBxQWkRFKZPDNR3calp+yrCr/NqEQBgcHUVdXB1mWkUgYDXtKSSlTS7TKJJqQJIoiHtodwz3bhvV1Lj6sHjecsxx8Ab4DL+4P4Jr7tyE64adR7jDhlx9ahyNaPAsmjs3EnpEYfvZct/77TZuWFRRlspAsy/LJ2OuP48SlhX0+zGYzzGYzvF6vPhbj8ThGRkYgSVJOCsp8G4bOJySR4Mqjm/Di/iDe6YtgMJzGzf/cj+9vmn0N77myWKqFyLKsX+v6+nrU15eusks+oeZgCzj/qbgt6vd2hTUNhhFQZiWb4lm9RmNFhuBJpwhk4V+KGZcn/cZrHhsn+yiNxI1Cmp03fj/I+tccDx5ANG0C0gzsFmO0mUgwe+RYcvtJpnJWwvEdZnJUG2m/FW6jAaYgk19omHkJCs8iM/EzM813o0y4hPG4UdhO5jEWFVMEY8y0sV2BFPlamUjGjFHjsuGkDYzCoxqAP2WFMmEoGMgYv2fsnHH7RB4DxmCG1IfGCLFUHmNWgbA8Lhr7yhUlP/O2swHIZgBnAtG9AJth4BJGDOuZRPI1JLWqUANQAGCC44QdEJ7/BgPE7RWCMa4UEiFNvJSSQhIgikiOk8dPWjBevzI2ZVhmtpDP31RlPDNP2viMzFnIz7SmVqdhmctBNtznqpyQOPU8LEsd4CQzqmA0u3X4yfdF3mr8XFuWGNONGW+eFwEmQh8GI4ZF0v4x4ubCoPF+4z/ggDxhous/YAebNiEQIx9/Z9iYNupLGD8/fXFyXyemmNhWRRUcTVyz9JSqaklJKp8sEg7dJ/RFwHx7ZIiiiL6+PkiShKamJvT19c28UQmYSQBQFAXffnw3RqeE8nvsJmxochPXHxkZQSgUQktLC5xOJwKBwLxHHJRCyFAUBaOjozmVSRRFwS3PHMA92yZv/B8/rgVfPX3JjBMTRVHwx9f68MN/7NW/YztrnLjj0nVo9B583wmtv1KChOse2Q1BUn+/4uhGHN1Gdms/mHRWTxrEaj4ZxcKyLJxOJ5xOJxRFQTqdRjweRzgcxsjICCwWiy5qWK3WnGu8GKIJpoM0/jmWwfc3LcfFv3sbsbSEx7f5ceKScpy5svogtHDx9OF8tsPr9SIUCuUsC4VCJa3SRKFQKBQKhfKfBBUy5sB8ChnJZBI+nw82mw0tLS0QBGFB/TimO9ZjW4fxj51+w/KTl1YaohEkSUJ/fz/S6XSOH8Z8VhTRmOsxtOowiURCr0wiSjK+9fhuPPjuoL7eV05bgk+d0Drj/jKijBv+vhsPvDO57anLq/DjC1fBYZn8KM6mBG6p+emz3Tgwpr4NWF7jwBdOaj1obZmO1gobTBwDQVKwZ5ZCRjYMw+iGoRUVFZAkSU9BGRgYyDEMLVXawXySb3Le4LHim+9fgm8+tgcA8N0n92N9oztvas58spiEjPmKDFmzZg127NiRs2zbtm04++yz5+V4FAqFQqFQ3lswKI255XsnHoOafc6J+TL7DIfD6O7uhtfrRVNTE1iW1Y+1EJPb6QSawfEUvvv33frvVa7JONtTllfmrJvJZNDV1QVFUdDR0ZFj6rnYhQxRFNHT04NMJqOLGBlRxjX3b9NFDAbAt8/uLEjECMYzuPL/3skRMf77xFb874fW5ogY053LQvHC/iDufUttp4VXS60W4vkxX0x3DU0ci45KVVDoCSSQJtStnwscx6GsrAx1dXU5hqGBQAAHDhzA8PCwHsWxGDxNpjKdSHDO6mqcuVJNBYumRHz+T6/jiSefWnDfhoNl9jmV+RQyLrnkErz88st44oknkEql8Kc//Qk+nw/nn3/+vByPQqFQKBTKewuGmUwvmdu/6Y/z4osv4thjj8U111yTs/yhhx7C8uXLsWbNmpx/W7dunceznh4akTEHSh2RoSgK/H4/AoEAGhsbc8r/Zb+ln++H/nwCgCwruO7hHYil1Ry/TWtr8XqPGi5t4hgc3zHpT6AZY7rdbtTV1RnavBBCxmxJp9Po7e2F1WpFY2MjWJZFLC3i83/eile7ggAAE8vgC0eV4ZINdTPub/dwFJ+9bwsGxtV8SQvP4qbzVuLctflNUQ8WwYSA6/+2R//92lPb0VHlmGaLhWG6Md9Z7cDukThkBTgwGsfKOnLliFK0YWr5zvHxcaTTafh8PnAcB4fDAafTCZvNtih8H6a7XzAMg/85cwne7h3HaFzAnnHgW3c/i6rgz3H11VfjrLPOWrA2Loa+kmV5Tu1Ys2YNAFUEBYBnnnkGgBp50dnZiVtuuQW33norrrvuOnR0dODXv/41Kisr8+6PQqFQKBQKZSH57W9/iwceeAAtLS3Evx955JH405/+tMCtyg8VMuZAKYWMqSkYVmuuoZT2gD3Xh+1CyCcy/PE1H96YEC7q3VZcuKEej21VzS6PaS/XIws0U8/a2tq85qSLNSJDE2C8Xi9qamrAMAxCiQw+dfdmbB1QzYhsJha/+NBalKeHZ9z/M7v9+OqDO5DIqOJPlcuM2y9dh7UNRi+R7HYDuZEICyX6fP+ZXgTjqpnXiUvK8aHDZxZqDjad1U4AaqrTXv/8CRlTMZlMcDqdiEajaG1tNRiG2u12PQ3FRDK3WiCmE4HcNhOOxh48rrQCDIvM8rMQf8OH22+/HevXr0dd3fxf/8UiZMy1Hdu2bZv272eccQbOOOOMWe+fUjpCKTO8APxJ1WwxTjDqAwAbwVSOJZg6msxkAz9FNu43OG5MSYulCQ6iAIaSRmNJJ8FsMy2rn3FG5tECYCBpg5ISISvGz35cLPyxj7T9OKGvPHnaLxG2ZwlBzcMJsj+UKWUBrDy8APqiTiAlwp4g9zXJbHFf0GNYFs1z/mnC8oRoNADcFSGnFHKE26zXbLx+3XETOEE1+9wVtUKaKG0+QPA+dxCaaslT6S1I8GWMisZUwVQev9SYaDSLTEnGk3Lx5GvNQAEsPBgAvUNeIC2iRQoZ1nPL5JLWJsK9t1ADUABgt2wxtslvNPaUh8klx+Vx42c92m+CbFYvQmyQB5tR0D/qIW4fShv7mmR2SzLQBQCWM5ptpmLG5wazaDQlBQBrkrA8z2OjHE5D5mT9Z0YSICUJ94oYOdXUTDBGtYeM/cckyG1lY8bBKoeNy+J7yYM1TjBH9oXcgJWHHUD/eBmQEjGWIY/VXoKxZz/B2HMgQTYxzsi57eIyZAPg+aBUVUuUafZhsVjwwAMP4KabbkI6TTZ8XUxQIWMOlErI0N7o8jyP9vZ2YpWEhfRNIJ3X3pEYbn1m/0RbgB9csBKvd09+SZ2yrEo39QwGg7qpZz4Wo5AxtTIJAIxEUrjq/97F/lHVf6HMyuM3/7UeG5o82L592LCP7u5uvPnmm3A4nOiyLsFtL/r00qyr68tw+6VrUVNW/E1PluV5F7Ge3BfDy92qWFPuMOGGszsXRcj/THTWTEaMlMInoxi08TXVMFQr7xqNRuH3+2E2m/VojamGofPdvnzHkmQFL+wP4uWQAzCr40phOXBLj0P4rfv1z8LBbONCslgEFQqFQqFQKJSDweWXXz7t34eGhvCxj30MO3bsQHV1NT796U/jvPPOW6DWGaFCxhzgOG7OQkYsFkNfXx88Hg9qa2unDQNnGGZeq6RkHytbAMiIMr760Ha9gsWVxzRjY1s5bn5qr77OSUvK4fP5kE6nDX4YhRxjPij0GNkpPVplEgDoDSRw5f+9o6eEVDnN+N1lG7C81kXc/yOPPILLLrsMosKg4syr4Vg1qQafvboG3z9/Jawm8tuUqe3W2gWoIoaiKJBlGZlMBizL6uOhVBOvrrEE7nx7Upi68ZxlqHSS1eyFZqZrmF25ZN8CCxmAMeKBYRhYLBZYLBaUl5dDkiQkEgnEYjEMDg5CUZSc8q5cnjdspYAkEownBDy8ZRh/eXsQA+E0YK7R/8bKAvjhnTBZrfB4PPPWrpnaeDCgQgaFQqFQKJTFS2nKr87W7rO8vBytra344he/iKVLl+KZZ57B1772NVRXV+OYY44pQbuKhwoZc2AuZp+KoiAQCGBkZAT19fXwemcubblQvhJTj/OL5w5g97Aa9tZZ7cCXTunAwHgSuyaWrapzIhEYBMdx6OjoKGhithCiTPZ5+P1+JBIJNDY25kS8TK1MMjQ0hL1792IkbcL3XgohMJFm0ei14a7LN6C53A5ZVhBOCeiPiAj7wogJQO9IEN+57XE4T7wS1uY1MFe36ce45tQOfPqE1qIna5p4IUkSGIYBz/M5ooZ2jpqwMdtJWEaUcd0ju5CeEKo+fHg9TlxycMtCptNpPPPMMxgbG0N5eTnW5QknBYAKhxkVDhMCcQF7RmILOjEu5PPIcRxcLpdeujeVSiEejyMUCmF4eBhWq1UXNSwWS0nbnt0Xu4djuO+tQfx9h99gimpKh8HsfwGm/reRUgRcfPHF6OjoKFk7pmMxmH1qnysqZFAoFAqFQlmMlCq1ZLb7OPnkk3HyySfrv59zzjl4+umn8cADD1Ah41BEm4wXO3GSZRmDg4OIxWJoa2sruIzjfJZ7zSZbAHirN4TfvdwLQDX0/PFFq2ExcXhuz5i+/toK1QSRZOqZj/mq+DKVRCKBa6+9Fn/729+gKAra2tpw9913Y9myZRBFET6fD6Ikw1PTiAefeQXPvvQGfLIHPtuSnP2YOQafu28LggkBoYQASdbaPpnv6Tz20pxt5EwSwou/w3/f8Ois2q6JGIA6Gdb6VhtzkiTlrANAr3BTzITsf//dg90jaiRDa7kVXzm1bYYt5pdEIoGrr74ar776KgB1PJ555pn40Y9+lPe8ltU48UpXCONJEaOxDKpdC1dGtJjPPsMwsNlssNlsqKyshCiKiMfjiMViCAaDumGoVt51rhNrQZTx7+4Y/vnsZrzTFzH8/bh2Lz5yRD0a+Qj+9cww4vEGdHZ24v3vf/+iSH9ZKLJThCgUCoVCoVAoM9PY2Ijt27cftONTIWMOaA+9xTyIC4IAn88HAOjo6CjKBHChUks0wSSWEvG1h3boHg9fPKVDT6t4ds/kBP6stQ2or68v6hgLlVrywx/+EI888ggsdZ2wtB2OYbMDF9zyd6w7ahyj0RQiaRnRtARZ6VE3shxB3FfXGMGJaxqEQD/GHvsh2suLn1Br4ymVShFTD7Rxp6U2aREa2s9a1YRCUlBe7wnhD6/1AwB4FrjhzNaC0l/mkwceeACvvPIKnIedDal+PZQdT+LJJ5/Epk2bcOKJJxK36ax24JUuNTVmrz++YELGXMcwz/Nwu91wu92QZRnJZBLxeByjo6MQRRE2m00XNsxmcqqPoigIBoOQJAmVlZVgWRZjsQzuf3cIf3lrAIEphltOC4fz19biw0fUo6VcM9mrQPsnPzmnc5ktiyESQruvHux2UCgUCoVCoZBQy6+WZj+z4c9//jO8Xi/e//7368u6u7vR1NQ090bNEipkzAFtglmoCWMikYDP54PT6UR9fX3RD80LFcWgiQw3PbVH94c4osWDq45VS/FEkoJu9FlXZsZRnQ2zPsZ8wjAM/vWvf4G1e1B20Q1gWHW4SwDe6Y8WvT8Lz6LcYUK53YxyhxmcmEBTlRfVbju8dhN++78/wRsvPAsxHoIU9kNRZPzPT+4u6hiaKFFWVoahoaEcE0mHw4F0Oo3XX38dqVQKa9asQUOD2vfZY1GSpBxxQ+uLbGHjwIEDGBgdx7deTemZcpev96KzqrDooPmk1+cDs/ZcJFecrS7YeCWk4DD6+vrybpPtk/HOgWEc1+5dsLf8pToOy7K6aAFANwzVhA2tSorD4YDNZgPDMIjH47jzzjvxxhtvQFYUVC0/Cug8CS90RSHKuZ+vJVV2XHp4Pc5ZUwO7+eCKVdnQiAzKQjOYVKuW9MQtkFIc3HleKFg5o2u+zWR04i+zp4jbc5zxxQMpv5m0TwCwELYnIcjquGUn/hdlFrLMIioYzytKqMSRksjjXoHxczmWMa6byLO9IJM+10YT8OEUuf9tnAKWUauWBNNmyGkW5YpAXDdDOC9S1ZWESG5rjFD1hHT+AmGfAJAhXCo7oeqHgsns9OyfM7JxXLCE7fkiblEWQoWdfFUzrIR1Scvcecaq05KBYlGQAOCwCGAgwFZuvFaMJc93j80o1DPBccMyUnUSgFzNhLQuGya/lFISxgonvFWCPPFdyVtlsKxErEQCAITLR6ykk5HI528aM95rIgnjC5kyO7mKhG3A6A+WGCZP8VjTxHmdCsT3yWAzEoYGPYb1huIO48YAbJxxDPC7jP1n9ZI/q5Y6wn2RMLA5C7mvHR5jNRFvJAXFYkIGgMeSBgMBZsL9GwDGM6R7hXEZw5BfHk3JzEWldQEjgFkFDOFzOZv9zAZRFHHjjTeiubkZS5YswT/+8Q+88MIL+Mtf/jLnNs0WKmTMgeyIjJnQSpLW1NSgoqJiVg/uC+mR8e8D43jo3SEAgMPC4YcXrALHqhEhj7y+V58knbaiZtGei+YrwXlqdREjG5uJRbnDDK/dDCsEDPfuQ7+pUf97S2IPLj1hJU474WiU202wm7mcc929ezeam5v11KBNv/o+brzxRjz77LNwuZbh85//PM4999yC25udLlJXV4e6ujrdJHJkZAR+vx833HAD9uzZA0VRUF5ejltvvRWnnHKKvo/stBJSCoqiKHjmmWfwwosv4i3zOgQtqhByVIsb569YmLKl06EoCvbbV4Fdk1W2lzOBP/lzsHrIX6oAwIYH9Z+ffG0bOmUfzjjjjHmfmM7nGDabzTCbzfB6vZBlWRc1hoaGoCgK7HY7HnzwQfzjH/+AqWMjhj1rsI2tAPZPppCwDHBMswNXHd+BI1vcB10wILEYhAxN8JtP41UKhUKhUCiUxcyaNWsAQI/ufuaZZwCoJeY/+tGPIhKJ4HOf+xxCoRDa2tpw2223YdWqVQetvVTImAOFVBJRFAXDw8MYHx+fsSTpTMy3R0Y8Hsfvf/97/OvlN7Gv4xKAV8PO/+esZWj02pDJZODz+fBK72Q0w6nLq2Z1rIUSMi666CLc8cDT+rLkzufQFt+Fxx+4D2X2SRVVlmU89NAQ7nl9K3ba1wIAWqvduPh9R8DlIte4n4rFYsH3vve9WbVVSwnRwuy1iZ32hr66uhq/+MUvsHPnTrjWnwWmsg3h4QP40vd+icc6l6OlwehPMjUFBQD27t2LF154AYGypfBDFTFMcgYfbk2DXSChLB+KouCWf3XhneSkiKHEAmCcFWCcFXhszIVNkgwTlytOjI6O4q3nnwCD46AwLKJcGf71r3+hpqYGGzZsmPd2L8QknGXZHMPQdDqNWCyGN954A6KnBb6ak3PWd1s5XHJYPU5vs6LcyqC21jPvbZwti0nIONjtoFAoFAqFQiHBoDRmn8w0VUu2bduWfzuGwWc/+1l89rOfnXMbSgUVMubIdOKCJEno6+uDIAhob2+fsSTpTMynR4aiKPjpT3+Kvz/xBOKHXQZxQsRY5RFxwfo6PS3G5nDi7UE1jNZl5XFEi2dWx8suMTpfkweGYfDJT34SQb4C/5iIcGuu9uL+b/8qR8QA1Ot4/vnnQ3C/he+8pFZjKWtdo5dizbf/Ukz8s/0tskWMqcfaunUrrC3rgCMvhQLA2nY0RADn/H43WjxdWFlrx7pGDw5rq0RnjRN8VjSCJmrEYjGEFBvexqSZ6fLoO1AS6yFJlZAkSa+SspBh9oqi4IdPH8A9b05GVpxS5oeH8+Efihtxmcc7/VH88OkD+J8zl+Zs6/f7EQiGYa5UkFaAOGwQJQkjIyML0u6FnvwyDAOr1QqLxQK3241e03L9b5aEHx7/Zvz8K5ejuaESqVRqQXx15sJiqFqifY5pRAaFQqFQKBTKoQEVMuaANtkjTRRSqRR8Ph8sFgva29tL8oA8nx4ZQ0NDePnll+FYuhHBismJ4o4QhxN+/AI8FqDMJGPvUBhRVo0qsXAMBsdTqCmzFG0QuRBChnacU045Bf/4h5omc95556G6upq4Ls/zuODkI3HjK89DkhXsG0vOW7sA9dy11A8AeUUMjYqKCgxWnGRYLoNB97iA7vEw/r47DKAXFo7Bsmo71ja6sb7JgzUNZWj0WMGabdjqPAoiVJFihTmIGmEIgrBKnyDPtQpKsciKgu8/tR9/eUe9RgyA75y9FBeuV409T981gKsfOQBBBv7y9hCW1zhx8YY6fXuTyYTdrvVIT+Q41pqSkCVpzsLhYodhGJx62ul46V31Ns7IImq234sPnHEqqso9CAQCyGQy4HkewWAQTqcTJpPpoIsGU6FmnxQKhUKhUCjTo5p9liAiY3E9Bs4JKmTMEVKURCQSQX9/PyoqKlBdXV2yicN8RmQIgqBGBZin+BAwDEbjAkY1HyF2MjVmLC7gjF+8AgDw2EyoKbOgpsyC2jIralwTP7vVn2vLLHBZeb0vsoWMbPr7+7Fr1y4wDIO1a9fmFR0KQZZlRCKRHBFppkthNXHoqLRjrz+O/f440oIESx6RZi4RGSQzzpnGyabLP4NdWyZMPSN+iNueRMdRp8LWsAz7R+M5ZlNpScHWoTi2DsVx90SUg9vKI5wSAW5CiJKTqB18EY2NjVi2bBna2tr0NBTNVyO7Ckq2YWipJnyyouC7T+zDg5uH1WMAuPHcTpy3tlZfZ2WNDV84tho/eckPALjpqf3oqLRjQ5MbALA15sCQWfU24RUBjcMvoqmpCatXry5JG6fjYKdFtB1+EqQdWwEA5cIoPvLBi3DRRRfBarUCUAVKURSRSCQQCATA87yermSz2RbFxP1g96HWBoBGZPynwE8YnZlYBRyrTBtmOxWSWZ+Yx+wylTE+YiUJBpxJgikgAISFwsZjZsJUk50wsoyILGSRhYUwnjVj0GxIppYAYCYYG1oJbpFuE9lUTyIYY1ZajWaF+UKl7ZwEWNW+qbOlAEZEjdNoaggAVTVGA2+FcHxLHgPDKlthLy7G0mRj0gyhX12EfvFILFhe7Vc3L0M2qT97zMbtSVeFsBoAwEEYQi6+8OfFOhvZsHYqJANcAChzpCCbJSQAuOwpsLwAc7nxDNgKK3nHZsIJEBw0Gb/RVBIgG3sSDUDJRwdnMV5XF++HxKntcq7kwUkKmhAibu8JGfvPXWkcU6kY+bNucxmNMU3jRlNNVzXZ7NPUYOxXc4J8TRkGkCbGHW+TwfFyXhNTEqSxniEYaHIx8j7NkvG6KgJ5XBWKmZeg8CwyEz8zkgQ5z33NxpFMbI3LIgJ5+6SYu65pAR+jGEYpkZBx8NLISw0VMuZIdpSEoigYHR3F2NgYGhoa4Ha75+1Ypaa+vh5Lly7FW+88h1pRRNxcjiQsKKttAevwYiyWmVYFGE8KGE8K2DMSy7uOzcSipsyqCh4uC7hMFCuj/aj32lDjsiLYfwB33v4zjAwPQ1EUtLW14atf/SqWLFmSd5/5iMViCIfDsFgsqKoqB9Bf8Lar6suw1x+HKCvY449hbQP5Os5WyNCiMIqtlLBTrgegpku0Cz0478JjcNVVH4bJZEI8I2LXUAzbBiPYNhDFtsGIXnFGI5zK/VJMsza8W3cO0lVOvDhmRcQSwco6FxwWPscwVJIk9Pf3Y3BwEE1NTaiqqiqJqCHJCr719714bKt6TiwDfH/Tcpy92ihendnpxkiaxz1vDkKUFVzz4E78+arDEE+L+OHT3fp6H6gKY+Pao3HUUUehqmp2/i3FMJfP4+DgIO6880709PSgsbERV155JVpbW4vax/P7Jx+qrr7wRFy4vi7n7yzLwmq1oqqqCrIsI5FIIB6PY2RkBJIkwW6368JGMaWgS4UWlXSwhQwakUGhUCgUCoVyaEGFjDmQnVoiyzL6+/uRTCbR1tYGm60wg8himE+zT5PJhK997Wv48Y9/jJ0734RDFHHq0Ufjf669Ci6XC5/9/Bfw92dfgvWSH+vbiDv+icOOex9MZVUYjqTgj6YhEJRWjaQgoyeQQE9gsvzVw7v35a7U/BFYm9MoFwLo3nw/7rzzTtx8881FnYtWIUabnDFZlZqYPAptNivrXHh4s5rmsHMwmlfImA3ZkRgzpZJkMxRO4ckdakSC28bjgR9fm1NC02FW/UqyPUuC8Qy2DUaxfTCCe98cQChhVPzHBQ6v9CXxSl8XAPUNUEeVA2saXFhTX4bV9S488ofb8es7boMoirBYLPj2t7+NSy+9dE4pKKKs4H8e34O/b1fPiWOAH5y/AmeuzC8+fOXUduzzx/FGbxiBuIDP/Hkb0qKM1EQtrEs21OFbHzixoOOXktlMwgOBAL74pS9hT5cPFpsDb731FrZs2YI77rgDdXV1M+9ggn/tGQOgikAnL60w/D1bJMgu5asoil7eNRqNwu/3w2Kx6KKG1WpdUHHhYAsZmiB1sNtBoVAoFAqFQkJNLSnNft4rUCFjjrAsi0wmg66uLrAsi46ODvD8/HTrfFf6aG5uxve//328/fbbMJlMOProo/VQ6zWrVuKJvz0OdmQX5JoVAACzfzdueP8VWLlyJQBAlhWEEgKGIymMRNMYDqcxEk1hJJLGSCSN4UgKw5E0EplpQshYDinYMWixo6NhJfr7+yGKYkF9qiiKavwYCKClpQXxeByCIBQRNKyysq5M/3nHkDFcVaPY65FdCrUYEQMA/u/1fr3k7UeOaMgRMfJR7jDjpKUVWNdQhocmhBkAqHGZsbHOhJ6ogr2jSaSywuQUAPtH49g/GsfDE+keirgBtk3fAsa6EHv7UVx//fVYs2YNDjvssFmloAiSjG8+tgdP7RwFAPAsgx9dsBynz1ABx8SxuOXClbj09+9gIJzG/tFJQWxptQNfO719xj4pNaTrrygKYmkJo7EMRmNp+KMZjMUy8McyGI2qy7qHgwit+hSwzowUAJd/C3r+fSeeeeYZXHbZZQUdu2ssgZ6AGrq6ocmNcge55nk+81iLxQKLxYLy8nJIkqSXdx0YGAAwWTHH4XDMW8rFYqkWohmO0ogMCoVCoVAoixGGUcCyNLUkGypkzBFZljE2NgaPx4O6OmMJzFLCsqw+WZwPwuEwBgYGsGTJEiSTyZzJy5VXXol3330Xz+1/BeyEkLF208d1EUNtH4MKpxkVTjOmqygcS4kYiabx2tY9MJVVYiwhYnA8iX+9/BZC5ioonDohy4SGUdlSVZCIIcsyBgYGkEgk0N7eDqvVikQiYVivkMuzotYJhgEUBdgxFJl5gwKYi4gRSQm4/x3V58LCs/jIUY0FbysrCr7+yE4MhdW8yrV1DvzPcS40NdTD7XZDlGV0jSawtT+Md3qD2DEURVcwjezAGoY3g69ZAtQsQZm3EeOP3IjXX38dRxxxhCEFRYs40aI1pooagiTjukd24+ndaiQBzzK49cIVOGVZZUHn47Wb8PNLVuHi372Ts/yWC1YUbTirkclk8MADD+Ctt96CxWLBGWecgZNPPpl4jeJpMUuQyKDXP46RSBKJNyKqcBFNYzSWQVKYKXKKz7n7RqvWgDPbEY+T879JaNEYAHDqMmM0BlC4/wTHcSgrK0NZWRkURUEqlUI8HkcoFMLw8DBsNpsuapjN5pLd5xZLJMRiMBylUCgUCoVCoRQOFTLmgCRJSCaTcDqdqK+vn/fjzVdERra3R2NjI1iWNYgAVqsVd9xxB1585XV84dk4MjKDA4J7WjPMfDitPJxWHuk6K9rbq3VjwtPco/jc01GIABgxhWqbUtDbaVEU0dvbCwA5ETFafxXbZQ4Lj7YKO7rGEtg7EkNGlGHmCUZcBV4PLZVkNiIGAPz17UE9iuW8dbWoyPPmncRvX+rFC/uDAACPjcPVRzjR1tIMh0M1PONZFp01TnTWOHHx4Q0AgGRGxObeMbzbG8QDz76J/iQP3quOb6aqAwoAu92ec5zstBItQkMTbjRRIyPK+Mbf9uP5fWp7zByDn168CicuKZ/2HKb2MUmwGI6k0V5pNyyfCUVRcMcdd+DBBx8EZ3cjZfHi5f7HcUKfAk99y4Q4kZmIrshMH01UBHYeSIWGoXBmKPZygGHB1a/E8uXLZ954gmwh45ROshA0G/8JhmFgs9lgs9lQWVkJQRD0aI1AIACO43RRw263z0kAWCxCxmIoAUs5eBD8KyeWG+/vJFM8uz1jWAYAmbTxEcvMG+8hJpZ8TyeZaAqysbGaAadmIlnGy5B5WTXLNKxLqLJGMO/Lty7J6I90HABI59nvVEimogBQZslAMSuQALjMAhhFgLuMbMpprzdeq1rZ+CKC8ZO/s71u44sPk8nYrqRI9hKKEQxbPRbjuLBzFt3AtNWRAjj15ZSsGM0aSWaFTo7cV6Ss3iVOY1/xefq6pXLcsIz01pbUJwDgahMh8QpGAJQvzYATMzCtIURZuslmq3AQ0rEHjcae8nCYuDkbNl4/0ugjGYDmW5cTRIBRrxXX7AWniHAm/OTte4x9bS4z9pWcx9SSITRAIIwpMWlMEQYAKWQca/EA+b5iMsmQJ6J6MxEObIZHJGWs8pYQyc/2HKGxyZTxWGZzvnM19gtjMe7TUke+MSuEwV7LRCCZzIgBqK6LghMykETy9iRz5vIUwSyVJVe+i4q52zvtC5mGS80+p0KFjDnAcRzcbveCmeTNh0cGKZIhHo8TJ+gcx+HkE47Fmf7teGzrMKIpEf/eF8AZK2dXWWSqENC65iiIz6lVUJZ4WHz3hhtmNPpMp9Po6emB3W5HQ0NDzqSKJDQUertZVV+GrrEEBEnB/tFYTrpJoRRbXpVERpTxp9dVo1IGwBVHNxW87evdIfzy+W5922uO9uKwFe26cJQPm5nHMUtrcczSWpxQI+G8886DdMKnYek4CozJgoqW5TjqqKOQTCaJXgraNdAiemRZRiIt4GuP7cGLB1RzSgvP4CcXLMdxbW5d4JkO7RgZUcZXH95l+PtXH96FP1+1AU3e4rxpxsbG8PTTT8PavAbDyy+GwqhtfqwPQN9AUfsCAJeFQ5XLgiqnGdUuMyqdZlQ7LahymVHtVH+vcpphNXG455578L8P/ROxwy4HACw5YRNOOslYXpfEUDiFHUOqse6KGicaPORrWgojTZPJBI/HA4/HA1mWkUwmEY/HMTo6ClEUYbPZ4HQ6Z2UYqrXvYIsINCKDQqFQKBQK5dCCChlzRCtXuRCUOiJDEAT4fD4wDEOMZMjHpnV1eGyr6p/w2NahkgkZ7/jG9Z/PPmoFlixpm3b7WCwGn8+Xt8ztXPprVZ0Lj0+c447BKFHImG7/symvSuJv20cwGlOV9tOWV6G1orCoA380jWsf2qFXL7t0rRvnH7286InmmjVrcN999+GaO5/B+MSyL1z/A3g8Hn3suFwufSJLmgxmJAXXPLgLL3epIoaVZ/Hzi1fgyOayog1Df/JsF3YNqxP4lnIbalxmvNEbRiQl4ur7d+Duj62Hw1L4bS2ZTEIURcRrN+giBgmnhZsQJywT4oQZVS4zrEoGbjOworUOlU4zbEVEJ330ox/FUccejw/+uReiDATNNQVv++zeyTdVp+RJKwHmVlWFBMuyejSGoigQBAGxWEw3DDWbzTnlXWca84uhYsliageFQqFQKBQKCWr2aYQKGXOE4zgIAjnUq9SUMiIjmUyit7dXT4vJnjzOdJxj2ryodJoxFsvg+b1jCCcFuG3FR6VMFQLe7ZsMGTysefpKIVplkvr6eni93oL2ry4srG0r61z6zzvzGH7mEzJmW151KrKi4K5XffrvVx1bWDSGKMv4yoM7EIir4/LwehuuO2ctTLM0od24cSO+627H1X/dDgAQHNVoaGiAoihIJBKIxWIYGRmBKIqw2+26sGEymZAUJHzuz9vwWrcqYthMHH516Roc2eo1pKBkCz8kUeNfe8Zwz5uqV4iZU701GjxWfPQPm9E1lsD+0QS++dge/PTilWALvEvX1taisakJbzjUtBpWysC892lsXLscV3z4AlQ7VeEin7lqIBCAIAioLTISRGNpWwuOaAnjte5xDEfS6A4kC0qRyfXHyO8vMp8TdIZhYDabUV5erhuGauVdh4aGoCgK7HY7nE4n7HY70etmsaR0FBIVRKFQKBQKhXKwYFgFTCnMPkuwj8UCfXKbIwzDHHIRGeFwGN3d3aioqDCkYxRyHJ5jcfZq9e2xICn4xw5yzuBM5IvI4FgGa/KUPFUUBcPDwxgaGkJLS0teESN7/dn0WW7lksINP7MjMeZaBeHFfQEcmKjMcViTG+saCysD+/Nnu/G2TxWFKh08fvbhDbMWMTSW1Tj1n/eMqBERDMPA4XCgpqYGHR0daGtrg8PhQCQSwf79+7Fjz358/I9v6SKG3czhNx9diyNb1WvGsiw4joPZbIbVaoXFYgHP82BZVq+CkslkIEkShqMZXP+3PXobrju9A8tqnHBaePz84pVwWVSh4dm9Afz6xUnxZybMZjMu+sSXoJjVvF1TqAunN3P43qcuwBHNHjSX26atEFOKz+Nx7ZNj+OWu4IzrhxKCfn2bvVYsqZpe+FgooYDjOLhcLtTW1qK9vR2NjY0wm80IhULo6uqCz+dDIBBAKpXS+22xRELQ1BIKhUKhUCiUQwv65DZHtEnXQh1rLqKJVp50YGAAjY2NqKqqyluacSYBYNO6Ov3nx7YO5V1vOrKFjPGEgP2jasWGFbUu4uRRlmX09fUhHA6jo6MDTqfTsM7U/RuWFRiS4bLyaClX37LvHo5BlAjmRFOEGC26QJKkWflhTOX3r/bpP191bHNB2zy7Zwx3vqJO5DkG+PkH16DCSTYsKoYGjxWOiWuye0LIyEYr51lRUYGWlhY0tLTjey8GsXlQFWLsJgY/PLMRnd78qVgsy8JkMsFiscBsNsNkMkFRFISjMXz/+WFEU2oaymnLKnDR+sk0jNYKO350wQrdsO/2F3vxr91jpEMQ6Rcno2+uOOMofPe734XH4yl4+7le52PbJ81OX57wEJmO5/cF9JShU5dVTnv8gyUUMAwDq9WKyspKtLS0oL29HW63G+l0Gv39/ejq6sLw8DASicSiEDJoRAaFQqFQKJTFjmb4OZd/7yVoaskcmQ8DznzMJSKDZOo53XFmYlWdC22VdnSPJfBm7zgGxpNo8BQXXp99Plv6p08r0SqTTPXzKGT/s/3IrqwrQ28wibQo48BYIicqYSpzKa9KYttABG/2jgMA2ivtOLkzvw+CRl8oiW88slP//aunL8GGJs+c2qHBMgyW1TjxTl8YQ+H0tOlE0ZSIT9+3HVsGVWGqzMrjFxd1osWJvCkohuOxLARBwMDAAP6yM4Fd/hQAoMFtwf+c0ZYjGLEsi+M7yvHF97Xhp8+q5qbffHwP7i63YWl1Hof0LDTvDgA47+hlBY0tjVKImEur7Kh2muGPZfC2L4y0KMNCqJKj8Wx2tZIZytYulogHnufhdrvhdruhKIpuGBqJRCCKIvr7+3PKuy40i6WfKAtDrVX1HWq2p6GwIkx5KjlUOI2VECRCJQ6zhezOn0oa720ZQiWAcULFAACIE9YVCbccE6NFOE20UQFkBeAID6ykCiP5YrrKzMa0WTtvLAFf5ySXjSb1VaXXKISTqrsAgLM8DdlkRheAlqYQWCEDeyv5c8p3GitkcC6jMGyyk6temKYvnqXTkCRvH08a71tWs7GvAECxyFAAlFsyYKD2cUIyXmtShRjSNQUASTH2i41wrUhVcwDAXmaseiELxuPLErn/GZ4BwzOTP4OBkjaOHyZfiaCQMYVXyRjbL4+TKwQpCWOFE85CeLYgH51YzYQFoCjqdVHaGqAwEniZ3P8Ou3GssV7jc7YplCJur/VdNpzF+LkyVeepJFJlfP52BoyfNQDgbIA08Yxhq5bAiSIqCFVflDwv/kRC5SS7LW08Tp4KN4yJMK6ShHGZp6/FsHF5OmaarMQSVyux5LuvxAXjuIgTPn8RkTxaAlNOVSQPyXmBemQYoa+g5shCmn3OVjQRBAHd3d3IZDLo6OiYsWpFdhnNfDAMg01ra/Xf/75tpOh2ZQsZ2UafUyffqVQKBw4cgNlsRmtra8ETTVL51WI+vKvqs30yCGXcJvavlRgtlYgBAL/P8sa44uimGT0f0qKEq/+8BdG0+mVwxooqXLaxcc7tyCZbyNlLiMoAgHBSwCfu3owtA2p/uW08fn/ZehzVUZM3BaWrqwujo6NIJpP6eNA8XHaHWfxlq5puwbMMfnLxalS6HcQUlP86vAZnrlQn9omMhKvv34FwnlJlGrG0iC39alubvdaiq54Ac4/IYBgGx0ykl6REWU8bIZHISHhlQnipcpqxtsGVd11gcU7QGYaB3W5HVVUVqqqqdIPQeDyO3t5edHd3w+/3562eNB/Q1BIKhUKhUCiUQwv65DZHFntERjKZRFdXF8xmM9ra2gqOZABmftt87ppJIePRLUNFty1HyMg2+myajMiIxWLo6uqCx+NBY2NjUZMNhmEQj8fR19c388oEVmUZfu4YJBt+aiKGNhEqxaSxL5TE07tGAQAVDjPOXTt9NQtFUfCdR7djz6hax7yl3IbvbVpe8glsZ81kdMMev/FNwXhCwMfv3oxtE33ltZtw12UbcoxTp6agdHZ2oqKiAplMBj6fD/v27YPP50Nvby9kiws/eH4ybekrp3VgTUMZMQWF4zgwDIP/OaMNy6rV94v94ylc+9AuiHlUfQB4o2dc/3t2ikehlEooyPbJeKXL+GZH46UDQWQmaqi/r7NiRoFrMQoZ2SiKAo7j4PV60djYiI6ODlRVVeleOPv378fg4CDC4TBEkfx2s1TtoEIGhUKhUCiUxYpm9lmKf+8V6JPbHCl1SdTpKFY0iUQi6O7uRnl5eVEiQKFCRlO5XU8D2T8ax+5h8lv66Y6jKAoEScbWAVXIqHdbUetWI0aCwSB6e3tRV1eHmpqaoidk7777Lq6++mr84Ic/1JfJEjmsksR0hp9a3yQSCWQymVmXVyXxx9f69Ii6/zqqARZ+erPJu1/ai0d3qFELFp7Fzy5ZDWcRJUgLZTnB8FMjGM/gyj+9i51D6vIKhwl/uHw9ltdO72PCcRzcbjcaGhrQ2dkJr9ervokHg2890YVQQo2oOHGJF5cTIkxYlgXP8zCbzTCbzXA7bPjZRSvhtavn/1rPOG55ej9EUSR+dl7pnhQNssWEQinVZ/+YNq8exDmd4WdutZKZ040Wu5AxtWoJy7JwOp2oqalBe3s7mpqaYLFYEA6H0dXVhd7eXoyNjeVE75SqHVTIoFAoFAqFQjl0oE9uc2QxRmQoioLR0VH09/dPa+o53XEKrcZy7prZm35qqQG7h2NICeqxDmt2629jR0ZGCqpMQiIQCODGG2/EYIKBsuw0ffnWbdsK3ofHbkKDRxVVdg/HIMmTlRYkSYLb7YYsy+jp6UFXVxdGRkaQSCTmNMEKJTJ46F21H20mDh8+oiHvurIs46VtB/CTFyb7/foPdE7r5TEXllY79cl2tpAxFsvgiv/bjD0japRGpdOMP1y+AUuri2vH+Pg4AoEAGhsb8eywGdtH1cTDSjuHq1aa0N3dbUhByUargtJS5cLPL1kDfiIX9563hvD4dr+egiIIgp4KpEU/8CyDI1sKqwozlVIIBR67SY8A2j+awEjEmG8qSDJe3K+KHC4LhyNbPDPud6FE1tkyXSSEZhhaUVGB5uZmdHR0wOv16t4pXV1dGBoaQjQahVSEQFlsOygHn2XLlmH16tVYs2aN/u/GG28EALz66qvYtGkT1qxZg9NPPx2PPfbYQW4thUKhUCilpxRGn+81w09q9jlHFtojQ6smkm/ypJl6xuNxtLW1wWYrPucfKFw0OWt1NW56cg9EWcHj24Zx7elLweUzc8pzjGx/jPWNbvT19SGVSqG9vR0WS/EVN4LxDG775w70rfwoGG8TsqeEgwMDRe1rVZ0LA+MpJDISegIJtFfa9fKqTqcTLpcLsiwjFoshFouhv78fAOB0OvV/xUyQ7ntzAClRHU8XH1aX11BTFEXs6/bhe88NIz2RanDh+jpcuL6OuH4psJs5NJfb0BtMYp8/DlGWEYoLuPJPm9E1phpF1bgsuOvy9WitmL4kaDaKomBsbAzBYBDNzc3YNpLG7S/0AAA4hsFPP7gW6xtceh/7fD4wDKObhTocDkMfH9HiwTfPXIrvPrEXAPC9pw5gSZUTK2sdejpQXyiFvgnjrfWNLjhmEcVSSqHg2HYvtg+paTmvdIdwwbranL+/0TOue6CcuLQCJm7mcbXYIzKKaR/HcSgrK0NZWVmOYWggEMDQ0BBsNluOYWgx502FjMXPU089hcbG3KiskZERfOYzn8GXv/xlXHLJJXj11VfxpS99Ca2trVi7dm3efY1neLgBjKVNkNMM8n1lmcbLDMsEggFjMkO+T/sTxu9fkoGeP0U2uO1NkAwgjetZJprEKTw6AfiSPKQkkJCMbXXxxh1IeW5jNYRzjYvG+2RZZnovomxSKWNfcVyeSlacAoVTG8dwClhZAVuWxwzYSjB2rDD6gXFj5DRRhWDYRzRgJPQfQDY2TaaNbVKUSVNWRQE0N3KSWWcij9kgCRMhVDwjG8ePjSGn6PEWwiAgmNgmx8nfk3JChjzRN3JCBiPKUAJJw3pKjOyMKIeM4r0UMrY12k/+rPFWY1tdvN+wjBPI50/qaXndOsgSgG2AvGY1GC7/21/OMb33nAYTJ/vJySFjvwgJ49F4IY/Zq9/Y11E/+fmZ42TIZvU6xgZ5sBkFQxGj39ZQkrw9yYSWdF8jmc0CQItsTJ8VBOO4MuUxC02njOM6mTJDmTB3jcWtYNJc3sm6SPismQjr5jPWladsv5DvixgGYErwqLKIHwuLhgoZc2ShIzIAVazgOIKb+URlDwDo6OggVoMo5liFTNK8djNOXFqBZ/eMYTSawRs9IRxToNeAdox3s/wxatgYRNGK9vb2oqpHCJKMf+8bw8PvDuHf+8YgSArgbTKsZzIX1yer6svwzwm/ih2DEbR4LQZTT5ZlDROsaDSK0dFRDA4OzlihQyMlSLj3TVVo4RgGl280th+A7ifxy9dC6AurD5DLahz4n7OWFnVus2FZjVOv5HLxZ7+JkYaTEFbUL/DaMgv+cPkGNJcXLp4pioKRkRFEo1G0tLQgLrH42sPv6pVmPndyKw5v9gBATtWLRCKBWCw2bRWUDx/RgN0jMfz17UFkJAXXPLgLf/3k4aiwm6EoCl73TT7kbGxxI5PJ6FVQABSdijVXju/w4jcvqyavr3QZhYx/7Zl0ZS8kraTU7ZsPZiu0aIahmmmoIAiIx+O6sMFxnC5q2O32Ga8lTS05NHn88cfR0tKCyy+/HABwyimn4NRTT8UDDzwwrZBBoVAoFArl0IcKGXOkkCiJUh4LIL8FTqVS6O3thd1uR0NDw5wfyovx/ti0rk4vCfnYlqGihAxJkvBO3zgAwMYz6KxxormpcD+PXUNRPLR5EH/bNoxg3PhWSImOgnFNlmVb1rmsoP1qZBtVbh8M48wVFdOaemZPsGpqapBOpxGLxRAOhzE8PAyr1apHclgslpz9PLJlGMEJT4gzV1XpaS3ZpFIp+Hw+PNcn4vluNb3DYebw04tXw2rK76VRKhzCuP7z3vr362+T6t2qiNFYRNUPRVEwODiIVCqFlpYW8CYTrr53K0Yn3tgc0+bFJ49rMWzHMIw+Sa2urkYmk0EsFkMkEsHw8DAsFosuanzj/Uuw3x/HO31hjETT+NJft+OuyzfAzHN4vXfS9+SEJRU5VVC042jXOt94LGVExpqGMrgsHKJptTKJJCt6dJOsKHhurypkWHgWxxX4GVvsERlTPTJmi8lkgsfjgcfjgSzLSCQSiMfj8Pv9kCQJdrtdHzNTxURNiKZCxuLm1ltvxZtvvgkAeN/73oevf/3r2LlzJ1atWpWz3sqVK/Hkk09Ouy/Wot4rWav6CJQ3iJAUpaUQ3kYSyjwCAGTSI5bxYGyeRzGOsD0pIEALzuKsXM7/rNm4MkvYQd7bmNW4LkOIyMh7/gRkwssEJk9EhmRSIE98XrX/JY58LIUhtIs1riuZyBEdpCFAisjQ3mQbjkXoA4XwRleBaXJcWXhdtGck435ZwgurfLAk8z7C+FUs+fq6sLLXWolLw/Y8A4mfuEYT/7Oka5XnnGRSpBChDHm+/ie1S+II6xLGCTBZZjVnnxKgZS1q/5PWAwAmz34N+8wzfkm3CtlkvKaEYaIenzhW87SVk/XPof55JIwVRiEfjCVEZBDHGqFNOcfMXkYIM5DzRGTIhEgjRTFBmdiv9j/ypU9YCedKuK9xhGUAwE+5W3CW+X/21mFLE5HxXjKWoELGHNEiIxZiwpAdkZFNJBJBf38/Kisri/bDyEcxkSbv66yE08Ihlpbwj11+fOvs5bDluYFmwzAMRqIZ3Q9gZa0dLc1NM7Y/EMvg8a1DeHjLENFgtMplxnlr63BcA4//+9Xf8BzO0f+WTCaKularsg0/B6NFVyaxWCx6lQ5RFPX0CO2tsTbhttrsuOvVyeoqVx7TbNhXPB5Hf38//KINt7/WpS+/6bzlRaVyzIXeLS8DjqNyljGxMXz9tI6iRAxZltHf3w9JklQRg+dx58u9eOmA6gFR4TDjBxesmDFNSauCovWxJEmGFJRvnFCJzz2WgD8m4N3+CL735F5c/4FOvD5h9FluN2F1owfshC9M9r9s7wUtWmPqhLdUn3ueZbCx1Ytn9owhkhKxYyiKtQ3q+Ns6EMFYXBV4jm33wl7A5wtY/ELGfLRPMwx1Op1QFAWZTAbxeBzRaBR+v18v9+pwOGCz2XQxqpRCxrJly2AymXLO7YMf/CCuv/76kh3jP4n169fjmGOOwY033oiRkRF86Utfwne+8x2EQiEsX748Z12Px4NgML9hLgA0XXMsAGDJLe8vui2ku5wxKF7FmJhCJp87T0eB20/lfbedNvNKs4TkWFWMnDs28yo62UH43R/7ZBFbTkAKajy8+N3MG9++SP+RHH9ZevKN1f0lPMa+iz5Vwr0dRLIs1Xbt1F5qHUNet5a8eNbrlYKzZl5l8HNXAQBISSTG10jFke++0DvH/c5E+GsfmfbvpPsyadlCXqpCKZW/BfXIoOhoD78LEZqsmXBqD96at8Do6CgaGhrgds/OrDDfsQp922w1cThjZTUeencI8bSE5/aO4gOrZ74FMAyDt7P8MY7uqM47qcmIMp7fO4aHNw/ihX0BQ0lNM8/itOVVOH99HY5rLwfPsUgmk9i+ZiWey7LF+MdzL+EXwgF88YtfnLF9iqLAa+dR47JgJJrG7pEYFJDf3BQCz/OGt8bRaBRDQ0N4uTeOvpCa47ix1ZMTCQIA4XAYQ0NDsHurcMOf96qpMwA+trERZ6yonmWLioeNDAGTVVjBpSNgXvgl7Of/oOB9iKKIvr4+sCyL5uZmcByHd/vC+Nmz3QDU/v3hBStQ5SzeH0WrgjI1BeXrx5fj60+PICMBD7w7hKeeeQ7xCnUCdEx7uV7GNFuokGVZN3ZVFEUXN7T15qNi0bHtqpABAC93hXQhYzZpJVrbFruQQUqTKxXZQld5eTkkSdLHxNDQEP7617/C7/djzZo1OOecc1BVVTXzTguE5OlAmR1/+ctf9J+dTieuvfZa/Pd//zeOOOII4vozjfm+n76CpmuOxf5r/wE5JeaNyGiwGfPOBUJERpUtRdx+NGmMqiPlko/l8cjoShgf0QTC+wVzVkTG+247Dc997hlIKQmVhIiMYjwyqqzGvP0E4S1loyNB3gGBCqexdHc+jwxneQayyYTuj30SbX/8LVhBgH0Fua/YZmOUmuI3+mGk95OrqxUakRHuJT82j0eMLxNYwmQhljarb6+/fRFww4NAWo0A7EsYt48Jhd8bSR4ZTXbj+C2zkD0qmlrHCzpOKkxuk7NehMSbsO+iT2Hpg78BJwow1RO+w/O8vZbHSR4ZRt+L2GCet+SE6CHnSsJb9mayebzSZjRWl9eshiSpIsaKlVFwHMBu207cnhkuTKKTu42+HQAgjxsjipM+4zW11pP3SxqrwR3kvuYmIjIGP3cV6m/7PdiMgAPDxueK4RT5GYzkE0Qaa1aebMLdXEvyyDDusxiPjFTaDMVsQvhrH4H7R/eCyQh5J+u9BO8j0n1tX4x8rxlJ5fa1p8WF0753LHFdyvxDhYw5ki9KYj6Pp02oBgcHEYvF5mTqOd1xipmkbVpbp1fbeGzr8IxChjbJ3DIw+aCxYcILIXudHUNRPLJ5CI9vG8Z4wnijX9/oxvnr6/CB1TUGY0yGYfD73/8e8lGfAetVv6TYmk787//ejMsuuwzl5fnD87MnrivrnBiJphFLS/AFkyWJfsh+ayzLMv7f82/rfzu9iUFvb6/+91gsBr/fj/KKCtzwrwEMhjWDyjJ8+bTZvrObHUevWYa3hpKASR1vUjKCOocJHR2FtUMQBPh8PlgsFtTX14NlWYwnBVz70A5IE+PtU8e34NgCUyemIzsF5f3V1YhzLlz/d/W9U6xi8i2uJXQAirLCMPnRBA1toq1FaGgChyzLellXSZKmTUEplOM6Jh+yXukK4TMntEBRFL3sKscAJy99bwkZC9k+LQrK5XJBURRceOGFePzxx/HEE0/g17/+NdauXYuTTz4Z5557Lhoa8lcMohxcGhsb9ZcH4+PjOX8LhULT3tsBwCSpk0eLmIEiipDzfNWxnNGsTpEIIeh5DBRTcdKOjcuiKfLzQzJh3G+KMDcoM+XuWUxJkJIiJMJzCWc27jPfdNllMk5OTISwbg+bx0CTYKpnUYwTVouFbBZqr1BTFgDAVi6qk+OGPPe/GsKLnCrjhIWTe8htJaSmkibd5SJZtCGdlyQaz98OE2SzCWMAKs1hsFCPq6SM1yVAeE9OMgUFALNivNZexigaea3k9turjMeXCeNSjpKPz7MKmAlFkGdFcKwAZpwwWDny9mJfYcaig6MOwzIA4FhjW5syxgmzM2oc0wDAS4TUZEYCq3AAjoFp53ZwjAR5/Tri9uyWLYZlJHGD5fMYUGYIsTIJY18pAbI4IKWN68aC5Jgwi0mBbFHXT4UZsGkGqYSxXWKafKwkQfmMEW5hhFslACBN0EdSGePKdlue+2qSkDImS1AmzI2lpAQmT9vVHRj3yxLOSUqRn+fSU65LhnRTnieo2acRKmTMEW3yspCVS0RRxNDQEBRFmbOpZz6KFTKOavWipsyCkUgaL+4LIBjPoNxBVjO1tIJMJoN9E4o7w6iiBACMRtN4fOswHt48iL1+4xdxtcuC89fV4fz1deioIn+paecQDAYh73oG7LEfAwCwfW8hI4oIBoN5H3az38IDQKNjsh/+8Oi/8NlzNqK6unRREO/0RbB9SH1LtKzGgYuPW6mnR/j9fuzatQuvv/469nKt2GNVJ+Beuwm3XrSqoMoVpeTKK6/AvT94AkEtwNrTiBtuuAE1NTUzbptOp+Hz+eB0OlFbW6uPsesf242hsPolfliTG587ubXk7WYYBuvcaWDX08CK03P+9vojf8C+E5bp3iWkKihAbrSGJEkYGxtDJpPRU1qmrjcbUaPebUVrhQ09gSS2DUQQSYkYjqT16ipHtHjyVrKZymIvvQoc3NQXhmGwbNkytLS0YNOmTfB4PHjnnXfw/PPPQxRFfP7zn5/T/kmeDg5H/vsVhcyuXbvw+OOP42tf+5q+rLu7G2azGSeffDIefvjhnPW3bt1KjT4pFAqFQvkP4D1k93FwmJrusRAMDAyA53m0tbXNi4gBFF+NhWMZnLNGjcIQZQVP7iCXmBIEAd3d3RBFERZnGbqC6gS2pdyOlw8E8Ol7NuOkn7yEH/5zX46IYeFZnLOmBndetgHPf/l4fOX0JdOKGIB6bdra2pDc8S9wu/4Bruc1xLY+Dbfbjfp6cnxediQGwzAYGxvD2N539b9v7g3g0UcfRTRKfgM1G+561af/fOUxzTCbzfB4PGBZFgMDA3j22WdxIMphj2WZ1kh89YQq1LgKM+cqJTabDWcevSZn2fojj55xu2Qyid7eXng8Hl3EEEUR97w5oEcbeGwm3HLRSvDzlKIVj8chvfsQmNSkyaciCWDSUTQ0NIDjOIyMjGDv3r3w+XwIhUIQBMJbGkXB6OgoIpEIWltb4XQ6YTabwfN8jmFoJpOBKIp6FEehHNeuRmVICvB6T0jvHwA4pbPwaiWHQkRGqcw+59oGAKiursYll1yC2267bc4ihubp8NRTT+GPf/wjNm/ejO985zslaO1/HhUVFbjvvvvwhz/8Qf/++NnPfoZLL70UmzZtwsDAAP7whz8gmUziqaeewgsvvIAPfehDB7vZFAqFQqGUFlYp3b/3CDQiowQsVERGNBqFKIpwu91obGyc1wnAbMSZTWtrcefLqo3P41uH8dGjcu2rplZWeerdbj2ktyeQwBf/um3qLrGhyY0L19fjrNU1cBGchmfiC1/4Am666Sb0vnQPANUI7sc//jHsdmN6iBaJkV1etaenB+nQEGBWbY/Sjmr09r6Cvr4+rFy5suj2TOXAaFyvRlFbZsFZq6ohSRL6+lTjz0QigWQqhcHWswFZvd51wc3g/HHs3avA4XDoKSjzJWpNZUWtM+f3wfEUOmucedYGYrEYBgYGUFVVhfLycoyOjuKpp57Clr4gnhJXQ9NTv3/ectSWFVaLfTa0t7ejqqoKQetkuKW461/YuHGjnoKSXWmGVAXFYrFgeHgYiUQCLS0tMJsnxaTpUlCAwqqgAMCx7eW4581BAMDLB0LYMTQpmp2yrLLo8z7YQsF0LAYzUu0+V0qvjnyeDjfddFPOmKHMTHV1NX7zm9/glltuwc9//nN4vV584AMfwNVXXw2z2Yxf//rXuPHGG3Hrrbeivr4et956q8EAlEKhUCiUQx2GKU1ayCJ+LCwaKmSUgPkWMhRFQSAQgN/vh8lkQllZ2YJUSClWyFhW40RntQN7/XG82xdGXzCBpnJVMNCqSFRWVkK2lOGmh97A3dvIplu1ZRacv74O56+rQ1vl7EOxGYZBa2srHnnkEbz00kvIZDI46qijiH4OJBEDAEJJCW+aJiMQLOxk2dhS8IfXJiuVXLaxEZAl9Ph8MJvNaGhowM6dO6EowLisTvDdTBLtyT1obj4VbW1tiEajOaVdsyfc8zVGlk0RLQbD+YUMzaS0rq4ObrcbyWQSDz74ILbt3oc3y0+FPCFibFrmxMmdxU/Si8HlcuG6G2/BdS9M5givLmdw7bXX5qw3XRUUbeJdXV0Nns9TmiyPYWihVVCOaHbDxDEQJAUPbh6ebGudC7VlhRugHgoRGYqiHPSypwtRflXzdAgEAqirq5u347xXOfLII3PEoWyOOOIIPProowvcIgqFQqFQKAcbKmSUgPkUMrJNPVtbWzE8PLwgaSyzOSeGYXDu2jrc+oxqqHj7E2/hqx9YDQDo7R/E/qQd/3h7AC8f2Eo0Vzt7VRUuPrwRG9vKZyy7WWh7AKCqqgoXXXRR3vWyy21mixjBeAY/3SIhyqhiShmbQWd8K6qrq/OmphTDaDSNx7aqE1WnhcO5K8vR09OT4yGxdOlSlJdPGkDKqRjaWlvQ2tqqT7grKyv10q7RaBRjY2PgeV73fLDb7SWdzC6ZktIzME527A8GgxgdHUVjYyOcTlXoGBgYwP79+zFWfyxiKdVno0wM4Wib0QtlPsi4mwHs1n+/52ffhd2a/w25VgXF5XKhr68PgiDA4XAgEAhgZGQEdrtdF49IETHZhqHZERraz6Io6utpaWp2M4fDmtx4vWc8Z1+FVivRWAzRDjOxGNpY6oiM6TwdCvGSoVAoFAqFQpkKNfs0QoWMOaJNPuZDyBBFET6fD7Is66aeC5XGMlvfj5Pb7Lh14ueH3+nHv//ya7Sf+hHsStgRm8ZFeFXvQ7jiov/G2o7iJmvToU2Q8p2Hoij623IAuZEYiQyu+tNm+CZKYrlYAWeYdqOxuhynn346Kipm305FUfDSSy/hD+8EIUhqmsOFa6sRGB5ARUUFKioq9HYsXboUH/3IR/DE4+MAAJvdgcsvv9xQandqadd4PK6ndCiKoqefOJ3OOU/YrKbc7bWysdnnNzY2hlAohObm5pyKOoqiIKNw2JXyAABMjIx18bfBMTP7bJSCv749WYvXYeamFTE0tFQfzXNF67/pUlCsVmvBVVCmlnZlGAbHtBmFjGLTShaDSDATi6GNpY7I0Dwdqqur8dGPfhT9/f26p8PBjj6hqAiSOuYyEgtZYpGSyWPQkjbeH8YF42NTQiTfU3sTxu0FwtfRUJJ8/N6o0V1fILwFcJvV45smarN2R2QISRlxu3G8xUSj4GrJMywtBeZRpwl9AgBWs9FjyGwxPgdYveRnGtZmgjJhaM1aWbASB1jy3LOHA8ZlhL6Sw4TqEADEUWNb5bRx+3SIfK0DQUL5VEJ5hpTIARYeZgCD4y69/OooYd2RlPFa5R2rhGsVJ5SUrM5TUpPfZey/TMZ4/OGQy7AMACpDCcgWdX3/bhvYNA8zoUIO6foDQDhsjL4ljasQqeQFiJcanpDxJQvbQ65a4rAbK5xwDisYhgdq1QokjCKChbE6CQDI64zVTEjrMnmqpjDDxmoyJqexr3gv+cOa8Rs/Q3yessYZkYMy8RwiiBwYUYZIGFcZQplVAIgQSqXaOeO1It0rAcBKKH8aItxr7YT7n3p847gUZBaMlUcDgD0hD5SUmLf8an/SeKwMoav2R4zLAMAXzx1XdbH5S4mmzAwVMkqAZvBXSjQ/CZvNhsbGRv0BeKGMRWd7nAf/dCfgdwPVnVBc1QgcdiUCIQCYvCG7eQm24S0YrjxMX7a78QN4cyCJUprNTydkkCaP2vrjSQEfv3uLbjZaW2bB7z5yOCqtR8Nut+dNKSgERVFw/fXX4//u+yvsH/4JWAvAKBKOLk+hpqYVHo/HsM2GDRvAPP4cFAA1NTVobGyc9hgsy+olJmtra5FKpRCNRhEIBDA4OJgTRTDbfP019S5sG1S9G17uCuac3/DwMGKxGFpaWmCx5D501NfXI1m7FmJSHc9N4gAqLAra29tn1Y5i0doMAJ8+oWXG9UVRRF9fHziOy/kcAtOnoDAMU1QVlKkpKEc3537Rt1XY0F5ZXNnfxSASzMRiaGOpU3Cm83SgUCgUCoVCmRUsSlOm4z30ToUKGSWg1FES0WgUfX19qKioQHV1dc4D9mKPyHjnnXdgzpQjU92Zs9zCAWetrsMFG+rAjO7HHbfvRJXox96qE5DmHJA4K370WhRj7F5cc+oSmPm5f8ryCRlTy6tmTzIjKQGfvHsLdg+r/h3VLjPuunw9WsqLm0Tm45lnnsEf//hHWNedBdaivoFI7X4ROyqrcfLG9Xm3YxkGkqKg2CvCMAxsNhtsNhuqq6uRyWT0FJSRkRFYLBZ9wk2KIsjHiUsrdFHgwKj6JkFLg0qn02htbSWmWtjtdvjMrUAyAwBYaw/jglMuwKpVq4o8s+IZjeW+iZspwkEQBPh8PlgsFjQ0NEzbN1oKitvthqIoSCQSiMViGBkZgSiKRaWgSJKEYPf2nL8fXm9FJpMp2DAUODTKry6WqiWF9GcxTOfpQKFQKBQKhVI0bGlSS6iQQcmhVOJCtqlnfX098e38QkVkzPacnE4nUq+9DMvSkyA4qmEK9YDzvYm7f3At1ixfCgBQWo9E+CMfwUMPPQSm+yGMdZyFQUadVP7+FR/e6h3HTy5ZgyavbbpDFUx2f2VHYmSnkgBANCXik3dv0atEVDrNuOuyDSUTMQBg//79kGUZpiXH6ctSW/6O3qZTpt2OYQAogDzHa282m1FeXo7y8nJiFIE22c4XRaCxuj43YkCSJPT390OWZbS0tOSNWnm1O4S+sCpiHN7kwncv+8ycIlyK4dWu3NDRtor81zWTycDn88Fut6Ourq6oyTbDMAVXQSGJR2+88QZ++ctfAusmS4Du3vwWpNOXgOd5PRVqJlFjMUQ7zMRiaONiMBylUCgUCoVCoRQHFTJKQCmEDFmWMTQ0hGg0itbWVmJ50FIdqxBmI5hEo1GceOKJ2Lp1K+JPfA9miw1yJoWzzzsPq5ctydn3GWecgdWrV6O/vx/r16/Hn98Zxo/+uQ+CpGDrQAQX/Op1fG/TCpy5avbmeFMnSPkqkwBAPC3i0/du0aMMKhwm3HXZerQVGc4/E5WVlVAUQCmrAQNAiQxDGR9EVVXVDOei/k/KA50tpCgCLVJDFEU4HA59wj1VbFg+pUrJvq4e2C0mtLS0TDspvO/NSY+K/9rYvGAiBgD8+sVe/edqlznvBDqdTsPn86GsrMwQETUbik1BeeGFFxBN5kaP9I+OY2BgAEuXLi2qCsrBFglmYjGICIshKoRCoVAoFAplOhiUqPzq3HexaKBCRgmYq0eGlocvSRLa29un9S1YrB4ZgUAAw8PDuOCCC9De3o6HHnoI8XgcRx55JK644griRMHpdKK8vBxmsxmXH92Mw5o9uOb+bfAFk4imRHzxr9tw6ZEhfOP9S2Exzc6gUjuPaUWMjIhP37sVm/tVZx+v3YTfX7YeHVWzL/2aj7POOgu3/fHP8POqd4QQ6ENzczMuu+yyabdjJ0Iy5uvSZ0cRKIqiRxGEQiEMDQ3BZrPpE26z2YxqV+4YHc+w6OxonHZSOhhO4bm9YwBUIaFY88q50h2YNNP6/EltxHWSyST6+vrg9XpRWVlZ8gluvhQUv98PQRBgt9sRDofBsbnjPe5ugyiKeQ1Dp1ZBYRgGoigu+gk6jcigHAwqrWpUWJ0tBTAiYgRTRHU9ozEkxxjNBp082ZTORRBqY5JxrPF5PgI8oXoXaZl1Ygemif+tPAOOZ+AgnJadM36JkJYBgINwXjzBQM/tJBsY2hxGA01Hs/FFDOslGzgyNh4Mp6biMW4zGIkBzHkeWwkveJShoHG1OPlakRDjxr6ORchtzRDGkEgwS4wIJjAcjwoAUdEERVCPERWMzzgZggFjSiIPFtJyK2vcJ0MYvwBQGTZGwCYyxmfRYB6zTaclA4VR+yCd4cFkFPA8wazSSjb7dEnGz1oZazTr5FjyizySMai70jguzWV5jGW9hRk2MsNj5O0Jxp5kA1AyPGH8ctVGA1Cmzm1YBgD8UNiwrM4SJawJSGlAMpkRBVDTHAUnZMD2GtezR8nPwC7eOAZqbca+FvKYhVY4jOc115d0SYkFO3FvTU2YOEt59hnKGD8rpNuCP2m8fwFAQMntVzuM6cLzBvXIMECFjBLAsiwEgTzgZyKdTqO3txdWq3XGt9nasbTJynxSaOSHZu44Pj6O1tZWOBwOnHTSSTjppJNm3HaqWLK6vgwPf3ojvvX4Lvx9+wgA4L43+/Fu3zh+eskatFcWLywwDANJkvKKGImMhM/cuxXv9KlfAm4bj99fth5Lq535djlrBEGA3+/HJ798PW56SU1zWNdWi//9/sOora2d/jwm/l8oEctqtcJqtaKyshKCIOhRBFppV5cr17l8z1gKR88wdu9/e1D/svrgYfUwcQt3J42lcz8zp68wRsAkEgn09fWhsrJyTlVpCiVfCsqSJUvw8ssvwxHci3i56jUj2MphLTeOkamGodlVUDIZdbImCELBvhoLiSYwLgYh42C3gUKhUCgUCoVSHIvnqfYQZrbpHtFoFAcOHIDb7UZTU1NBk4zFFJEhyzJ8Ph+i0Sja29vhcBQnNJCO4bTyuPXi1fjephWwTBh+7h6O4aJfv4FHtgwVtX9t36Io6m9dsycsSUHC5/68FW/5VBGjzMrjzv9aj2U1pRcxUqkUenp6YLPZkLGV68svP+8M1NXVzbi91u5SppYUislkgtfrRVNTEzo7O1FTU4NwOAxGnhTvfvinv+Pxxx/Pu4+MKOOBdwcBqG8ULzmsft7bnc0/dvpzfnfbchV0LdWjurp6QUQMElr6yeWXX44rrrgCVcFtOX//9x4/otFo3nsNy7IwmUwwm81IpVIIhUIoL1fHmiRJEEURmUwGoiguSHraTJS6Wshs0QROCoVCoVAolMUKw5bu33uF99CpHDyKFTI0U0+fz4f6+nrU1NQU/DC/WDwyBEFAV1eXng4ztczmXI7BMAwuObwBD3zqKCyZSO9IZCRc99AOfOPhHUhkyKGJ2WhvpW02G3w+H/r6+hAKhfTImbQo4Qt/2YbXe8YBAC4Lj9/91zqsrCPXSJ8L8Xgcvb298Hg8qK2tRU9WikOhHhxaNHHxdUtKiyYG/fa3v0Wm6y19uVK/Bl/5ylfw+uuvIxgMGiKU/rlrFIG4uuy05VWochU/XubCL57r1n+eWsY0Eomgv78f9fX18Hq9C9ouEjzP48orr8TdP/tuzvLbX+zDSy+9hL1798Ln8+WM52zGx8cxPDyMxsZGeL1eWK1WWCwW8Dyvp8FpooYgCHq00kKzWIQMmlpCoVAoFAqFcuhBn95KQDHigqIoGBoagt/vR1tbG7EyyXQshoiMVCqFAwcOwGq1orW1ddaGjTOdS2eNE/d/6ihctGHy7f1Dm4dw0a9fx+5hcu4fkGvq2djYiCVLlsDlciEajWL//v3Ys+8APv2nd/DKRBULh5nDbz661lCJoxREIhH09fWhpqYGVVVVYBhGL1cKGCfV+dDmege7omY4HEZ/fz8OHDgAyfeOvpyRRSSTSQwMDOj93NXVhdHRUSSTSdz7Zr++7keObFiw9mYyGfzqV7/CaCyjL/vExskUjfHxcQwODqKhoQFlZaW//nOhvLwcn1g9maOcUEz44Y9+jJ6eHjgcDkQiEb2f/X4/kskkgsEgRkZG0NTUBKdzMrJIi9awWCwwm83geV732dCiNRZa1CCVPz4Y0IgMCoVCoVAoix4Gkz4Zc/n3HsqmpR4ZJaBQs89sU8+Ojo5pTT2nO9ZCTDTyHScajeo+AtrEfLYUIsrYzRy+f/5KHN3uxbcf341ERkLXWAIf/O2b+OaZnfjQEQ05bSCVV2VZVi85msoI+Pyft+KNvhgA1RTt5jMbscTLlzxXPhAIYGxsDI2NjTmTyq4xVciocVngtBT2EWT11JKDp2QEg0GMjo6isbERVVVVSL/+d9jXngnZ2wLmzXvA8zzq6+vR0tKiV+eIRqN4+8CIbqTaUWHDhsbSR73k46677sJvf/8H4Jyb9WVvPnInzjvsBoRCIYyOjqKpqanotKiFQFEUvPnA7cDyT+jLwmXtuOOOO3DqqacaqqD09vZCURQ4nc6cz8BUpvpqFFMFpdTntxigHhn/eTR6wggAaK8Kgs0IiMbJRn8uh9Fs0DxuvH8xBANMAHARzBIFpTADTwAwEZaTlrlM6jJ+4n+niYEoMvCaje2qshg9trxmsu9Ws9v4wsBsMq5bsdRo1AgAXJXx/LnWcuOKrjyl1k0mKBOPqWxnA1iIgDtP6qffaOypCMboTc5Nfu5iHcbnHTFLANcwE/oPADyM0eyQTRj7PybwwIRhpYmV9Z9dJmNbScOCIZiCAoBIeCwkbS8QDEQBsllmMGWMnIzmMcZNCiYorEn/mREAJmk8f5vL2KcAIBHaZbYU1icAkJGM/ZKKGdsqE8YEAJhCxs86Ex+BzJmAWkDu9oORBDB5ntmYKOH6E9YjGYDmW5cJjhPXJRI1tt9UT+5rk6xA4tTzsDbx4CQFNbLxs24bJW/vChs/g16H8fwTabIJpt1G+FwljfdgklkuQDYRTckM2IkxlJIZyDKDuEjefpxwWuGMcaz6pThx+1G2P+d3JzP/voUapUoLeS+lllAhowQUIi5opp4WiwXNzc3629BiYRjmoKWWaJVJGhoaio4kKfQY+di0tg5r6stwzf3bsGs4hrQo49t/243XukO4cdMKuKz8tJVJAECQZFz78G680qNOqm0mFj+/sBMdZcDAwIA+CdRKYc72GimKAr/fj3A4jObmZthskw9poUQG4xNOyMWUdj2YERmKomB0dBTj4+P6+VxxxRX497//jfGHvgPe6oSUjuP444/H4YcfDiC3Osdv3o3p+zq9zYJ9+/bB6XTq/+arBKuiKPjb3/4GtjH3weHlF1/Avn37AMBwfRYTgiBg1D8CvnEEolMtQ+xwOBAe3I9wOIzKykq9nwVBQDQaRU1NjW4qq1VB0UromkzGh4piqqCU2jBUExAOtohAU0soFAqFQqFQDj2okFECZhIyNCPB8vLyovww8h1roVNLSJVJSn2MQmirdOAvnzgSP/rnPtz9hqqIPrljBNsHI/jJxauxstYxrYjx1Yd24tk9auksK8/iV5euxZGtqidCbW0tUqkUotEoRkdHMTg4OOMkkIQsyxgaGkIymURra6sh6mY2aSUAwODgmH1q1z4Wi6GlpUX3QjnmmGNw55134s4770QwGMRhhx2Ga665xtBPkZSgV6BxmDlcdcpq8JAQjUZzSrtq/Twbr5XpEEURpsywqgAxDMq6n0Mmk0EwGMT69ethtRZWcu1gYDabUVdXh+DzP4PjuCsgszxSPe+iqaZCFxIVRcHY2BhCoRBaW1v188mughKJRDA8PAyLxaILdVarlXgfmhqtkf2v1NEaiyUSggoZFAqFQqFQFj1aakkp9vMegQoZJYDjuLxChhbFUCojwYX0yNAmL/39/Uin07M29ZzuGMWWYLSYOFx/9nJsbCvHNx/diWhKRF8oiUvvfAtfPrUNl29sMuxLlGVc9/Au/HPXqLoPnsVtH16jixhaW2w2G2w2G6qrq/VJYDgcxvDwMGw2mz4JNJvNxPZqfSXLcl7vEC2tBAA6iignOxlOuXBKhizLGBwcRDqdRmtrq0GkOO6443DcccdNu49HNg8jKaifjfPW1cJpNQEwwWq1oqqqSi/tqglIJpNJ72ebzTbn1KX3ve99uO+++1D+7l2AyYrxXa/i8MMPx4YNG0oumswH11xzDf7f//t/GPn3bwCovhlf/vKXwfO8IVJmqihjsVj0SijZKSg+nw8Mw+REHxWbgqL9y16vWDFAluVFIWRQjwwKhUKhUCiLHYZlwOTLrypyP+8VqJBRAkhREpqpZzgcLmkUw0J7ZHR3d4PjOHR0dMw61WK6YwCzezN7xspqrKh14ssPbMfWgQhEWcGPnu7Cm70R3LRpOTx2ddItyQq+8chuPDVRftPMsfjfD63BMe2EPN0ssieBoijqk+2xsTHiZFsQBPT19YHnebS0tOSdGHWPTebcFZdasrARGZoooygKWlpaik7/iEQieOHFl/CbrSZot5lLjzCafGqlXb1eL2RZ1ifb/f1qxE12CspsJpuf/exnkUgk8O9//xvpdBpHHHEEvv/97x8SIgYAHHbYYbjjjjvw6quvQlEUHH744Vi2bJmevhSJRHIiZfKRneqjKAoSiQRisdhBTUFZLJEQi6UdFAqFQqFQKJTCoUJGCZgqLkiShL6+PgiCMGtTz0KPNV9kMhlIkgSXy4X6+vp5edDXJueziTBRFAX1bgv+ePk6/OL5btz1qjrxfW7vGM7/1Rv4SFsKztQongpW4q2AOvkycQx+/sHVOK5jehFjKjzPw+PxwOPxECfbdrsd8XgcTqcT9fX104oyB3IiMor3yFgIs09RFOHz+cDzPJqamoq+9tFoFL/85S/x8oEggq3nAADq2AgaXNMLYSzLoqysDGVlZVAUBclkcs6pPk6nE9dffz0uvvhipNNprF27tuBtFwutra1obW3Vf1cUBSMjI4hGo2hpaSn6/sIwDBwOBxwOx0FNQaGpJRQKhUKhUCgFwqA0aSEz7OPFF1/Eddddh40bN+KnP/1pzt/+/ve/4xe/+AUGBwfR0tKCb3zjGzNGZ88nVMgoAdkpEplMRjf1bG9vL3kUw0KklkSjUQwMDIBhGDQ0NMzbZGO2QoYW4q4oCkwci6+evhQbW8vxjUd3IZQQ4I9l8LOtgFvkETap/c+zDH528WqctLRiTm2eOtkOhUIYGRkBy7J6v01nYtkdUIUMp4VDpbPwCSi7QGafmUwGPp8PNpttRlEmH2+99RZ27NiBdOcF+jJr3xvYsqUWGzduLGgfDMPAbrfDbrfnTLa1VB+r1apPti0WS952apElTqcTK1asKPnncaHRPEvi8fisRAwSBysFZbEIGTS15D8PZ52AAAB3cwackIEjTHbnt1QTlvnGDctkiTyORck4rqys0Vw4JZEjqkju/DbCLcwzUZ2Es6r/N9gUSIyCNruxmki5hbDMbqw4AADlFUbXft5qfJHC15Dbz3gJHkS1hBcJY+PE7ZESAIYHPABiCUARgUiMvG7GWI1CGiVUU8nzUc9XzcSwzzyVEDje2C92i3Fc8QkbMFHlhmeU3J+n4OAJ50SoegMAEUK7SPvMtz2x6gdhWb6oUI6RoTAypImfGUaGmdB+i5v8Is7sMPaVqYrwfcORr79pzHgsm0swLMtXrYHhjf0ihzKQJx7j5HEBjJiBIpMr9DDDCcMynvDSMd83DamaCbtli/E4YyHy8avdhmWcLc+YdtnUzxUAbl0jOEWEzTViWM3UbzwnAHCMGK+Vtco4MIRx8uFNHuMyRYkYliVT5PbHCBV2khILllXbYGUVyKyCRJ7HC3I1H8JnBeQKN8yUq8i8lwwnAPz2t7/FAw88gJaWFsPftm/fjuuuuw4/+tGPcMopp+Dxxx/H5z73OTz11FOora09CK0tjWXIfzza5CgajaKrqwsul2tOlUmmY76rlgQCAfh8PtTW1s77RGM2QkZ2edXs8PUTl1bgoU8diRUVEzc4hkXYpIoWjCLjU6s5vG9ZZUnbH41G4ff7UVtbi87OTt1sMRQKYd++fejt7UUgEEAmo970k4KEwXG1RFZ7paOovmX1virpKeSQSqXQ09NTUGTJdMTjccSs1Rhi1f62IY2yaA9isTwPoAWgTbRbW1uxdOlSeL1epNNp9PT0YP/+/bohafZY0iJLGIaZt8/jQqKlqyUSiZKJGFPRUlAaGhrQ2dmJhoYGcBwHv9+PvXv3wufzIRQKQRCMD4iAKlZwHAez2Qyr1QqLxQKe5/X0O1EUkclkIAgCJEk66EJGtshCoVAoFAqFsmjRzD7n+m+aRy+LxZJXyHjwwQdx4okn4gMf+ACsVisuueQSdHZ24tFHHy3ZKRYLjcgoAdpDcF9fX8lMPWc6VqlFhuzKJG1tbTCZTBgaGlqQt6aFChkzlVetKbPg2sNNuPGhrehxroCqkypYGX4dy51HlbTNwWAQo6OjaGhogMvlAgBYrVZYrVZUVlbq5TA1HwKLxYKhFKdbdRZTsSSb+UotSSQS6OvrQ0VFBSoqKuZ0zSurqjBYOxlm1hLbCZvVgupqwuvNWTA11SeRSCAajWJoaAiyLMPhcMButyMUCsFiscxbatRCoigKBgcHkUql0NzcvCDpMfOdgpJKqaJeJpMpSRWU2aDdew718UGhUCgUCuU9TonMPolhKRNcfvnlef+2c+dOnHjiiTnLVq5cie3bt8+9TbOEChklIBJRQ6IaGhr0sojzRfakoFRvmLXw+0wmo3t6aOZ98ylkMAxTcKrMTCKGRm1NDVajF02ZBALONlSl+mGR/SWbRGsmi+FwGM3NzbDZjGHCgGpiWV5ejvLycj1c/+Utg/rfqyzqMoejsMgMPSKjJGeRi5YSU1NTUxIRrt/UiIRVDUm0pgLwBnfhnHPPxerVq+e876mwLKun8iiKglQqhXA4jJERNUyS53mEQiG92syhiCzLGBgYgCAIszJeLRWlTEEJBAKIRqOoq6vTo8ympqBoP88nNCKDQqFQKBQKZWZCoZBhnut2u7Fv376D0yBQIaMkuN1uMAxjKH84H8zFIJOEIAjo7e0Fx3E5nh6lPk4+ChEyst/iTidiAEBbWxvOPfdcPPnkkzD198Jut+Ok00/HmjVr5txW7a14MplEa2trwRNjLVx/XAroy5o9Zj2CIHsCmE+cmvTIKO31GB8f18sDl5WVzXl/8bSIXzzfo//+xRMacHzn19He3j7vkT1aqlE0GoXX60V5ebk+2fb7/TCbzbpZ6FxLuy4Usiyjv78fkiShpaVl0aTHzKUKSjAYxNjYWI4QWIoqKLOBRmRQKBQKhUI5JNBSQ0qxn1mQ77n5YD5PUyGjBGh54QtRTUQvw1mCYyWTSfT29uqeCNkP8/MR+UFiOiFDM1DVqiDMJGJonHDCCVi6dCnGx8fhdDrR2Ng453ZqUSuyLKO1tXVWb8WzK5YcvrQRLeU2pFIpvazrwMAAHA4HcQI4WbVkzqeiEwgEMDY2hqamppKVB/71S70Yi6meIKcvr8LHzip9FEY+UqkUfD4fPB4PqqqqwDBMTlRMPB5HNBpFX19fQREEBxtNxJBleVF7fBSTgpJIJAwiBlCaKiizQbuPLta+pcwPUlK9oUpxBhAYxMfJorSUEQ3LRkZdhmVJgvkcAHTFnIZlg0njuj1x8vdaf8x4fIfJOPbdZnWZSWSwEUB3jIGQZMDCaMI5TmhrXCSnqokEs0eHlWDKWGY0BQUAk9nYVuKZ5nFgVIbHobAmoBFQRsJQZAFKkuzPI4WM7QrtMZ4rTzDlBADObNx+aNAYoTiWIEdh8qxxvxHB2K/dcQvYDI/DAeyK2CGn1GucIBjGkow5x8m+tIgIxocDj9l4/lyeRyhBNo7rkbTx+ifzGNsqcIOx8mgFsDdSBiUlopxwreQ8ZqMcS2h/2mg2mYqRx2okYRzrpnHj50fI81nlLMYxLCRYyCa1XUmfAlZQIAvk9pucRmNIrtrYfiY4TtyeZOxZqAFo3v1W54mwDccmP4gZEVBEMGbjtVaM3QcASMUI48pkvNbhEfLLXT5k7CvfmMewbDxDvi/3Eq71cIoFL/HoALA/zkNMAkGyLyt6osYPkV+OGpbtV94gbh+J9eX8bk+0kw80HzDMtGkhRe1nFni9XoRCuYazoVAI5eXFVYMsJVTIKBHzbcKZfZxSVC6JRCLo7+9HVVUVKisrDQLBwY7IyDb1BIp/Y1pbW1syB11BENDX1wee59HS0jLrSZRWscTEMWj0qp4CNpsNNpsN1dXVyGQyiEaj+gTQarXqosbk9Zj7+RSaHlMsvmASf3xNvZqX+3EAAJ+kSURBVMGbOAbXnt5Rkv0WgubxUVlZiYoKY2UajuNyqs1oEQQjIyMQRREOh0NPUVkM5VllWUZfXx8URUFTU9MhNdHOl4LS29sLRVHgdDohimLeaiH5qqCQ7glzTUHR9nUoROdQKBQKhUKhHCzWrFmDHTt25Czbtm0bzj777IPUIipklAzNlX+hjjUX0SQQCGBkZAQNDQ1wu40lmzQWotQr6RjZfhjzFVJeKOl0Gj6fDw6HQ8/nnw2iLKNnQshoKbeDJ5yT2WzWzTZFUUQsFtOjNcSJKhGyIs/JtyS78kUx6TGFcMsz+yFI6rX82NFNaPKWRiCZiVgshoGBAVRXVxfk8ZEdQZAtIGWXdtUEpOlKu84XkiTpUSPNzc2LMlqkULQUFEmSEI1GUVNTA0EQCkpBASYFCk3IKXUKinbvOZSEIgqFQqFQKP95MGz+EsLF7mc2XHLJJbj44ovxxBNP4JRTTsH9998Pn8+H888/f+6NmiVUyCgRcxUXimG2AoM2iQ2Hw2htbYXdPn3ljIU4p6nnkv3WtdBUkvlCe8vv9Xr1VIXZ0h9K6ZP8QiqWTK3MYXo6BECEKMnYt2/frNIipppGljLy4PXuEJ7ZPQYAqHSa8enjjWWb5oNIJILBwUHU1dVNK8rlg2EYPYKgsrLSICDxPK/3td1un/fxKEkSfD4fOI5DY2PjIS1iaGgVflpaWvTon/mogjKbFBRq9kmhUCgUCoWionkKai+KnnnmGQBq5EVnZyduueUW3HrrrbjuuuvQ0dGBX//616isrDxo7aVCRgnQ3gIulJAxm2ORKpPMxEJHZBRamWQh0CbIpark0Z3lj1Fs6VXVg2UyhL6xsRHRaDQnLUJ7q53Pu0N7yw+g5KaRoizjB/+cdCy+5pR2OCzzf2vRjEqzS+DOlakCUjweRywWw+DgoG7Mqv0r9Vt8URTh8/lgMpnQ0NDwnphcayIGKYWplFVQZkpB0VLypu6HRmRQKBQKhUI5JFgAj4xt27ZNu+kZZ5yBM844Y+5tKBFUyCgRizkiI19lklIfZzZox1hMIkYwGITf7y/pBLlrbNJIqq1IIQPINfu02+2w2+05aRGhUAhDQ0Ow2WxwuVw55UY1j4/5miA/8M4Q9oyo57e63oXz1pXGm2Q6tAlyKY1Kp8KyrN6XWmnXaDSKQCCAwcHBnLSIuaboaCKG2WxGQ0PDe8KzYToRYypzqYICzJyCku2FkZ2CQiMy/jMZHVJNOAd63WDSAsZTRvM4APDaUoZlfoLZYz4Dw5hoHFdpmWTqSG5nhvBMwRIM+LQ9mjh1/UhGhpCREcwYjy8pxu9/QSafP8lc2kI4f77baN4HAGWxpGGZjekxriiRn53kUAYSr95bJX8SEDNgbIWLjixjPIFUghyJyGWMbRBkY/8lCAaoACCJxsdp0roJiQE3YZiZlBhIEz+HCSaSaUK3xkXyYEkSljt44z7zPf6R5kZ2juBfRt4cJkYBM9HfJkaBwiiwccbBaubJY4UjmLByFuPRzCLZgbLMbnR2dFUbl4l5zGJN1caO4QUF0sRltdYDnAiIYXL7eS/B2Lau8ChRZixkWFaoAWi+dZnhMeK6uolu/aSJbmav0ewyeIB8XxgZNz4X14jG7SMJstmnUzFel3z3UBImwufazAIT7/tgYgGWBVx5go5tvPFal2WM9zU7Z/RbAwDBkntfs5g90ze4lLAojZDxHnrkoUJGiVisERlaZRKXy4X6+vqiJkgLJWRkTzoOpoihKApGR0cxPj6O5ubmGVNviqErMBmR0VFZ/MSbJZivTk2LEARBT4sYHR2FyWSC3W5HNBqFw+Eo+voXQiQl4JfPd+u/f/2MJXpb5wNFURAIBBAIBEpqVDoTJGNWra9HRkYKSovIhyAI8Pl8sFqt83KNDgbFiBhTKaYKSqEpKNlCaXYKivbze6HPKRQKhUKhUP6ToEJGiVhIs89CK6TMVJlkJuZbnNFMK1OpFOx2+0EXMTQTzJaWFlgsZCV6tnSNTgoZrRXFCySaADvdEDOZTPB6vfB6vZAkCePj4xgdHQWg+n0MDw/rXg+legN9x797EEqobzjOXl2Nw5o9JdkviWyhqaWlBVYrWe1fCMxmc05p16lpEVr0wEweJlq0lN1un5OZ7GJiLiIGiVKkoADQS2RrERravrLXoVAoFAqFQlmMHGyzz8UIFTJKxEKVXwVmFk20t9ZaesRsTBCB+Y3I0CYTTqcTgUAAwWBQn/w5nc4FnVhIkoSBgQGIoojW1ta8PhOzJRqNYt9IBABQW2aGnVCvezpEUUQyqYayibKMRCIxY7RIKpXC2NgYqqqq4PV6kUwmEY1GMTQ0BFmWc3w1ZusP0DUWxz1vDgAArDyLL586f+VWFUXB8PAwYrHYvAhNc4GUFlGIh0kmk0Fvby+cTidqa2upiFEAhaSgaMLGdCkoDMPA7/cjnU6jvr6+5O2kUCgUCoVCKS3MtP4WRe3nPQIVMkoEx3E5IcvzyXQCQ7GVSWZ7nLmQHebt9XpRXl6u+w+Mjo5icHCwIANLElu2bMGWLVvA8zyOP/54NDc3T7u+5h/B83zJTTABYO/evfjsl7+OxFFfAABE+vaiv78FjY2NBW0vSRIeeughhAImwOSBJMn44x//iI997GN5r200GsXAwABqa2vh8XgAwBCqT/J6yDf5y8eP/rkf4kQS9VXHNqPOPT8REoqiYHBwEKlUCq2trSWttlJqstMiFEXR0yKyPUy0sq5DQ0MoKytDTU0NFTFmQb4UlJnSfWRZxvDwMCKRCJqamlBdXT3vbaVQKBQKhUKhlBYqZJQIlmUhCGQTofk4Fin6Q6tMIQhCwZVJpmM+okzylVfV/AeqqqoMBpaFTrSfeuop/PCHP0QkokY/3Hfffbj55puxevVq4vrpdBp9fX3zFtYvyzKuvfZadEdYaPEDkf59uP76F3DXXXcVtI/9+/fjlVdegan8NHUBw2Dbtm145513cPzxxxvWn6mSB8MwsFqtsFqtel9PnfxpfW2xWPL2yYv7A3hhfxAAUFtmwcePm14wmi1TS8aWOlpmPsnu62wPk0gkgtHRUT06QIuwOZTFjIUWMUjMlILy8ssvo6qqCitXrkQ6nUZjYyMVMSgUCoVCoRwasCWqWlKKfSwSDp1ZwSJnIVNLSMfKZDLw+XxFVyaZjlL7fhRSmYRkYBmNRvWJttVqzanKoe0jFovhl7/8JRKKCexpXwYnpjDw2t24/fbbcfvttxuOk0gk0N/fD4/Hg6qqqpJPIiVZwd/e7sb+hjNgOXyFvtyUCmDz3s0QBKGgyIJYLIYevglBqAahFkYCwzB6br9GtglmMZU8SF4PWrQGz/P6G+3sibYgyfjhP/fr+/jKaR2wmUpfvlKWZfT19UFRlHmJllloTCYTbDYbRkdHUVFRAavVilgshoGBASiKkuP1cCid62IQMaaSL93nr3/9KwKBADZs2IAzzzwT73vf+2hqyX8gJk5GGmoFBUaSUGbJENfzuhOGZaRKGPkgrWtljZFrHEP+vMuK8TvCTqhEYZ3YnLep4mijk4XIsWiyG6NErayxTWUmciUIB29cXsz5CylCW+PGFz7iKPklkJxUIJnUcxDGJMiCBM5Bfs5izMZjCYKxX9MC+bHXYTZWUjCxxmPlq65AWmrnjP1vYXm9uoKFBaSJnwmXFRyhqVwRzyqkqg35tjYTztVCmOzkm/94zBnArO7Dbc4AsohKh/Hz464xVgICAJOHsKzVaVhmTZLHqm0gblhmajB+1qQQ+bPOVRm/uyR/EszEhWF4BgwYyGlyB2T8xv7jh8LGFaPk82eqjSngTHDcsIxUnQQgVzNhQV6XYRkwjDq4mKYKMIoIPmwc/44Aua9qYKxQ4m02npd9nLy9uYxQoYYzLgtGyFHH5CtgBjtxD6g2S5BlCWGOnKIesBCqOcnGF78eqYa4vTKlwo6TqyKuR1kYqJBRIhbS7HPqseZSmWQ6SplaMtvyqiaTSZ9oi6KoT7THxsZgMpl0USMQCCAajcK05EQEHerEhD35Guw78DfDPrXUi+rqapSXl5fk/DRCiQweencIf3l7EP3jKaBulf43RkhA7NuKMqu14MiCtwI89pYdpv++mhsCwzDwer36MkVR4Pf7EQ6H52SCmT35k2UZ8Xg8Z6Ktpfo8vHMcXWPqA8qGxjJ8YFXp32pr0UUMw6C5ufk9YcaYTCbh8/lQUVGByspKAEBZWVlOadexsTEMDAzA4XBM6/WwWFiMIsZUtBSUD33oQzj99NMhiiJ27NiBp556CjfddBO+//3v4/zzzz/YzaRQKBQKhULJD43IMECFjBKhOeIvBNkRGVplkurqalRUVJQ0sqBUQoaWSqIoypwqk/A8D4/HA4/HA1mWc0LHU6kUzGYzQqP9QOvEcS0uDK74IB58dwgXbagDAIRCIYyMjKC+vh5lZWVzPjdAFRK2DUZx35sDeHKHHxkpdxwosQCkvf+GtPcFcGISH//s1wrqg79tG8EvXgvqvzfHd8OT2o0jN27Ehg0b9GNr1VZaW1vnnE6kwbKsLhLV1tYimUwiFothf98w/ve5QX29r57WXvJoFlEU4fP5YDKZ0NDQ8J4QMRKJBPr6+lBZWYmKitza5IWUdtVEpGJLu84nh4KIoeH3+xEMBlFbW4uGhgZs3LgRV111FaLR6KIyjqVQKBQKhUIhwpRIyFgkz5GlgAoZJWK+S5VOPZYgCBgbG5tzZZKZjjOXc1IURY/EANQJW6kmYSzLoqysTH+jnUgk8PGPfxw/u+N3uW1gOFz/+G7sHIrg4xs8iEXDaG5unpMJqkZKkPDEDj/ue3MAO4aMoXbHtXvxwcPq0P3y43imZwTcupU499xz8eEPf3jGff9zlx/feGQXNBnp3E4nLmw7DA7HCVi+fDl4njf4R8zXm3uGYWC322G32/Hrt8YRF9RWndbhhCU+jJ6esB49MNdJoSAI8Pl8sFqtJY0uOphoIkZVVVVBEUD50n2CwSBYls1J9zlYIs+hJGKMjo4iEAigpqYGDQ0NOX8j+chQKBQKhUKhUBY/VMgoEQspZADQyw7OtTLJdMwlIkMTMLTt53PCpYWOX3rppVi1ahU+87chhMTcyIT73hrE1t4x/OJDa+fcX75gEn9+awAPbR5CJJWbr1lm5XHBulp86IgGtFZMHGflJ/CpT36i4P0/t2cM1z64E9JE333o8Hp86wOdOZN6LfUCwIL5R+wdieEvb6vlVu1mDtdvWguvjUM0GkUsFstJ93E6nbDZbEUJEel0Gj6f7z1VjjQej+sRU9npQIUy1etBS/cZGhqCJEl6ueJiq/vMhUNJxBgbG8PY2Biqq6sLrhREoVAoFAqFsthgWNXjpBT7ea9AhYwSsVAeGZIkIRwOQxRFLFmypGSpBCRmK2TM1g+jFKxduxbv6zHjoc1DAIDz1lTh7ztGIcrAjtEMPnzXu7j57HYc0V5dVN9JsoIX9wdw75sDeOlA0PD3FbVOfOTIBnxgdc2cjC9fPhDElx7Yrpc1PX9dLa6fImJoJWMXMvVCURT84J/7MdEsfOr4FlS51OgLr9cLr9ebk+6j+VtooobD4Zi2nalUCj6fb97MVw8GsVgM/f39qKurK0nEFMMwumiRXUY3u7Sr1t/zlS5xKIkYgUAAo6OjqKysNERiUP6zcTpTiAFwuxNgMwIScfJ3gcVuNBbk48YXFok0ORouLRm/C6Ki8T4YEcj3u7hgPJaJ8BDLTSxSJlYXZECUAdLXN+kbnc9j4MkTjEHNBANLk4lcet5kN7afcRD6Ko/Zp5hkIImM/rMiMEhHC/9uGA4ZI67ymXUqhOX+hPEeF8iQr7WVYFYoyMZ9BjMM+IkLFhIYiBn15wihCzhCU5PkrkYobTw+SzCRlfM809l543kFCMaWcp5HQjtnAyvzWAZgIGGDnBIhyMaxbhkin4AzZjSbdDmSxhXzHD8xbJzOmBNGA8p4gPxZdwZihmVRvwWymQPOAoI7OLAZHpEY2YOMJ1z/OosxUtdUn8ds1EZoV7Xx5QczPEbcnmTsSTIABVTDUEVRx4ZSWQ6FkcAtNQ5Ae3zQsAwAOJPxWvHlxrEmRMkvd6WkcVzFEsZnltEk+RljOGXsq74kBx4cVgMYSHEQkwqCxmYCAHpjxnExCGO/+sR3idsn0v6c391J49iZN2hqiQEqZJSIhYjIyGQy6O3t1XPq51PEAGZXieVgihgaG5rcupDh4QX8+Mx63PzCGPyxDEbjEj774H789+F+nNHpmbHUaCiRwYMT5p0D47k3PxPH4KxV1bj0iAasbSib87m+0RPC5/+yDYKkflOfvboaN567HGzWfue7ZGw+nt07hte6QwCARo8VHzva+HablO6j+TyIoqinRDidzpwIEpIJ5qGOZihbSi+WbKaW0dVKu0ajUYyOjsJkMun9XWxkTD40EaOpqWnRixjBYBB+vx8VFRVoamp6T/isUCgUCoVCoVAmoUJGiZhvISO7MonNZkM4TCjrVGJYloUokktdkVgMIgYAbGianDjuGRPwtXM6cdiyVnzx/u3Y3B9BRlLwizfCGBUsuHydSS81qokaVqtVNe98awBP7Rg1mHfWu6348BH1uHB9HcodpRGT3u0L4zP3bUNaVI91xooq3Hz+CnBZymsymURfX9+CRy1kRBk/+ucB/fevnr4EFn76qBMt3cfhcEBRFD16IBgMYnBwEHa7HS6XCxzHYXh4uGD/iEOBSCSCwcFBNDQ0LJgHg8lkIkbG9Pf3A0BOCspsJvXZIsZ8pbKVCs3Qt7y8/D1T8YZCoVAoFMp/OLRqiQEqZJSI+RQyplYmiUQiC+LHUUxqyWIRMQCg1s7AZWYRzcjYNZaGAqDKZcEfLt+Am57ai/vfUaM17nvXj+5xAbdcsAImJYPRUBgPvrsHT+yLoytkDLM7vqMcHzmyAScsqcgRGObKtoEIPn3vFiQFNeTy5KUV+NGFK8FnTcA0r4XsqhfBYBChUAiVlZXzYvaq8afX+9AXUkM8j2rx4LTlxUVNkKIHotEoxsfHkU6nwfM8JElCMplcVFU5ZkM4HMbQ0NCCihhTmRoZo1WcGR0dzRGRnE5nQQaxh5KIMT4+juHhYXi9XrS0tFARg0KhUCgUCuU9ChUySoT2wKxN5EuBoigIBALw+/1obGzUQ9RLVRZ1Jgo9TqnKq5YCLaR/bb0TL/dEEE6K6Akk0F7pgJlnccM5y7GyzoWbntwHUVbwWncIx//kFRzT5sWOoajBvNNpZnBmpwcfOqIeyxsqSm6quWs4ik/eswWxtCpiHNvuxU8vWQUzNzmGtDf8tbW18Hg8UBQFjz76KO655x4kEgm4XC588pOfxKmnnlrStgHAWCyDX73YC0AVcL/+/qVzvr4mkwkcxyGTyejpMdlVObTIGLvdfkiJGtokurGxEU6n82A3B0BuxZnq6mqk02nEYjGEw2EMDw/DarXmVJyZ2t+HkoihiUgejwetra1UxHiPcfvtt+Pee+9FPB7HunXrcOONN6KpqQmvvvoqbr75ZnR3d6O2thZf+MIXsGnTpoPdXAqFQqFQSguNyDBAhYwSoU1wSyUwKIqCwcFBRKNRtLW15eSkL1SFlJmOM5/lVWeDFlJeX1+Po9pDeLknAkBN22ivdOjrfejwBrRX2PGx/9usL3t1wv9BY1WdC5ceUY+TO8ogptQKMfv2BfW32S6Xa85VIvb54/jE3Vt08eTIFg9++aE1OWkb2jllv+F/++238dvf3YmUpw1MQysioWH8+Pd/RVVtPdauWjGnNk3l5891IZ5Rr+9FG+qxvHbuE/RQKKSLc9qE3+12Q5Zl3VdjcHAQsizrk2yHw7EglVlmi3ZOTU1NcDgcM29wkLBYLLBYLKioqIAoinoKSiAQAMdxOeasoVDokBExNLHP7Xajra2NihjvMe699148++yz+Mtf/gKn04kf/OAHuOuuu/DpT38an/nMZ/DlL38Zl1xyCV599VV86UtfQmtrK9auXXuwm02hUCgUSumgZp8GqJBRIrIjMuY64dJKawqCgPb2doOp52KIyFjI8qozoSgKxsbGEAwG0dzcDLvdjg1NkwLMK3uHceF69c1/MD5p3pmPe688DOsas8w7y5yorq5GJpNBNBrV32ZrVSJcLlfRxqs9gQSu+tNmhBJqCsuGxjLcfukaveKJFo0TCAT0c9K2u+OVQfSu+wRky4QXSDkQAHDpg0Noei6MzmoHOqud6KxR/2/y2maVCrNzKIqH3lXTcFwWHl98X1vR+5hKIBDA2NgYcXLMsqzu46AoClKplG5eOZuUiIXiUIpayIbneXg8Hng8nhwRSSvtqigKKioq5q0CSqnQhC+Xy4X29nYqYrwHufPOO/GTn/xErz5z8803AwB+97vfoaWlBZdffjkA4JRTTsGpp56KBx54YFohw9agfm852xRwogxHilAdAYCpwTj2LT5jJQIhTL6/2oeNKYom1mj+a2LJlRBMrPFZwms2fic7JyomsFa1HZ1OCTIvYakrbmyTyeh75SVVhwDgcBpt/1nOeHx7PfmFB+swtp9xG42CWXOCuL3Zo0Di1eOZ3Qo4UYGYID+TsISvBJeVUF2BUF0CAMqrjW0gVeiQFPL9pcxkrEYhESqhSIpTv04tdgkyq74oiBCq2VgIVWMSEnmseczGvnabjNtnCJVUAKDWQvJDM+4z39211poGrOq5VFvTAERU2YzVIdyV5LFmLjNeF67K+OJEDpNLUbCEyjmkuZrJRL7+HMG/muNkMBPjheNksJwMC+HzAwAZ0dhXEqGppnxlX1yEBoSN1TCU4XHi5qSSnOwWYyUTQK1mIksAtgHymtVgOPJ15eLG6wcANq+xXWyz0ePMURYgbg/CJagWjPdVjjD+AfLnSlCsYK3qjuusMmTI4PLUGA1njM/rQtJYIWbcRC7ZzrO53wsOaw1xPcrCQIWMEqFFI8w1UkKrTGIymdDe3k4URRYqIiOfkLGY/DAURcHQ0BDi8ThaW1v1SVeNKQVGkaAwHJ58cy8GXrwfdSd8CM/uH9erguTj9hd68OMLV8Jty30yMpvNqKioQEVFRU6VCL/fD4vFMmMFFI2+UBJX/t9mBOLqg8/qehd+9ZF1cJh5/ZxGRkYQjUbR0tICieHx4LuDeHjzMN7pCwNwAYS5pQIGvmASvmASz+yeLCVl5Vl0VDl0YWPphNBR6SSLL5lMBoODg/j2P4b0SmefObFlTsamiqJgdHQU4+PjaGlpgdVKfnDX0Crz2Gw2oohktVpzRKSDNQbHxsZ0sWmxV/KYjmwRSStb6na79WgNu92uR8fMd7WkYtBSyZxOJzo6OqiI8R5kZGQEw8PD6O3txVe/+lWEw2Ecc8wx+Pa3v42dO3di1apVOeuvXLkSTz755LT7lDn1XitNlJyU+TyTY844O5YIEyHJlKekp4Uwu7YaH7tYmfwoxhEmkhxhcsrqQgaf8z8sxv0qhLbKxEksIJsJzxmE9zQST34eUXjC55GgOEg8+Z4i84p+jfT/82jYCmE5qf+VPEKGbDK2odDrBwAg9QFhwsUKvPE6AeAIQgZLmMhxeYQMnlSWlzCuuTzlZ0laGkco35r3DmvlJ8fbxP+k/iP1M5Dnc0X4/Mn5rh9ByCHtk7QeAEiEsSqbecjmiXuE9n+eAagQntUlwrlKXJ7xwxCWEy6VQlLsADCE7bUSq1ORJWAikFr/n7hunmMphOuiEI4vE9ZTG0toE2FYED9/QN576NTPVT4hw0Qoa20htN/GkseqIuV+WKzWBXzZwzCliaZ4D0VkMMpCvNr/D0CWZWzZssWQBlIMiUQCPp8PZWVl05bWTKVS6OrqwsqVK+fS5BkJh8MYGxtDR0eHvmwxiRiyLKO/vx+iKKKpqUl/S68oCj7xiU/gZdsxYKs7iNsyAI5fUo6PHNGA45dU4N43B/Cjf+6HNPFxaC634ZcfXIOl1TOnCUiSpIsasVgspwLK1NKXg+EUPvbHd/VSrstqnLjr8vXw2CbbPjg4iHgigVF48LcdY/jnLj+SU2+8igzL2F64o91IiAwcDUvhbVuNnmAaKbEwkavcbkJnjROd1Q4srVb/dykx/N/vf4fXh0R0171P7QuPBY997ugc345iyBZmmpub5/yGX0uJiEajiMfj0/b3fKFFAYVCITQ3N88ozBwqkKJLNHPWWCyGeDwOs9msR8YsVH+T0KqyOBwOLFmyZFGnHlFmz5YtW/DRj34Up5xyCm644QakUilcffXVqKmpQTwex/Lly3Hdddfp699///247bbb8Pzzzxv2lUgksGvXrgVsPYVCoVD+E1ixYsW8ReVq313L9z4GezI49/3ZyrG7c9O8tnmhoBEZJYJhGLAsO+uUj3A4jIGBAb0yyXSTg4PlkbGYRAxRFNHX1weWZdHS0pIziYlEInjrrbfAr2mAPEXIcFt5XLihDh86vAHN5ZOC02UbG9FZ7cA1D+zAeFKAL5jEpb9/Gz84fwVOW141bVs4joPb7dZ9HuLxOKLRaE7pS5fLhbjM46o/bdFFjI4qO+78r3W6iCHLMt7Z3Y1/7A3j3740+sf7DcdaUuXABetrsdqRwBMPv4TBTBity1px2WVnorGxEZKsoC+UxD5/HHtGYtjnj2OvPwZfMImpIzOYEPBadwiv5fiDKDClVgM1kwLOOnTBzB07bR/kQ4uYSSQSaGlpKcnb/KkpEfn62+FwzMsb+uzokve6iAGo5qzl5eUoLy+HJEmIx+OG0q7z2d8ktCo+drudihjvcQRBgCAI+OpXvwqvVw3/vfrqq/HJT34Sxx5Lvi/N9N3U8vLD6D3uAix78nfgRAFyivy9bao33q8y/cZ48XypJUG/UQj3hY3VjPoS5HvIYIqQWkKIyHBkRWQsu/UM7PnKPyGnRHQ4jaklNkIIvidfaomDlFpiXM9Wmy+1xHg/4Fo9hmXiHvKDuZxSIzL2XfQpLH3wN+BEASK5qcSXx0MHjH2dL7XES0h5GB0xXr/+KLkaVRlfWGrJgZgTrJXH0lvOwL5r1esEAFFCRIaZEJGRzBOREcgYl5cRIjIyeSIyWmzGqJyRdOERGcvKkoCFh/emcxH6f48DaRGVhNSelqYQYWvAREgtsSw19n++1JL4PuP2vM24LBMhf1fYqo2fi9igGpEx+LmrUH/b78FmBCSS5GcYgZBaUtNsTJewNuWJvlpHSGPIGK+JMhImbs80VRjXrSSXtJfXrIYkAbt2urBiZRQcB7DbthtX3Osjbq8ECKkljcbUDNmXZ8JN+AjGdhjT8IKj5BeJPXnuoayVx+qfnI7tX34ackrESJo8WrsixgYMEdILD7B7iNsnpNyUmbaOBtzy82uI61LmHypklJDZCAz5KpNMh/aQpijKvIoJ2akli0nEyGQy8Pl8sNlsqKurM0yeeJ5X29f3LtCpRhUg0ANT72t4+r5fwGkjRwRsbPPi/k8eji/8dTt2D8eQyEi4+q/b8dkTW/HZk1rBFnDO2VU3tNKX0WgUe3oH8Y2nRzAQVb8sW8tt+P1l61HuMCMlSPjnzhH8+fVebBlOGQQHl4XHB1ZX48L1dVhd79L7/si13zYcn2MZtFbY0Vphx+krJgWYpCBhvz+Ovf449vlj2OuPY+9IDMHE1C8PBoJ18gvJkxxEfPR1yPJHip6kyrKMwcFBZDIZtLS0zIuvRb7+HhkZgSiKcDgcevTAXM1ZAfVz4Pf7EYlE0NLSsuj9IwqlUJ8PjuMMpV2n9reWojJfPiaJRAL9/f2w2WxUxPgPwOPxAEBOJaCGhgYoigJBEDA+Pp6zfigUQnk5+QFeg5XUCQInCuDEDBiRLGSQwvg5wThhlQXydwOTJkx6UsbJiUxYBgBS0tguiZAaOTXcXk6J6j4J+fyMbFzG8sZJBACwJuNykkcGlycKkCVMzjnZuE9FNPYpgJzrol0rhdxU4gSbSRtXZvIIGSzhuhZ6/QAQ+5qUWpJ9rfXrBEAi9JVMEDKkPEKGmCb4cRBELymPR4bMGNsvpQmpxcStAZiztk+LQEoEwxDGD6GfAYAjhPtzkrH/GSnPWM0YhQiOkO7DZvIICSLhc5FRsn4W1H+EfgYAhvAZIN0ruDypzZxCGj8EIYPw+QEAhrQuY+wTAMjOGOI49R9LWjfPsRTCNWAJx893rUhCBpsp8PMHzHgP1T5XUor8zCokjQ1IJ437TLLksZqQcr1DUimyuDYvULNPA1TIKCHFChnTVSaZ6ThAaYxFp0MTMhZTedVkMom+vj643W5UV1cT2+JwOHDWWWfhr3/9Kyx//y7AsMiM9eIjV1yRV8TQaPDYcM+Vh+H6x3bjiR1+AKpnxq7hGH54wQo4CTnH+dBKX2Zgwvce7tVFjBonj28e48TmPb14rjeFZ/aN6+VX9W0BHNPuxQXr63DqskpYTXO7zjYThzUNZVjTkCuUjcUy2OtXIzd2Dobx3Dt7kODLILM8TIqAhpFXYasoPn1AS/uRJAnNzc0lERFmIl+p0VAohKGhoTmZswJG75LF5BUxF2ZbnWRqf+fzMXE6nTP6xhSK9vm3WCxYunTpgowrysGlpaUFTqcTO3bswPHHHw8AGBgYAM/zOPnkk/Hoo4/mrL9169YZK5ZwlWoEBF9vByebIEfzTKQLvN9n4uT1EmmjmDcuGJcFM+QH7ghhHmAlfBWYJj5b7MQkNS0zkGWGbDZJmMjyfJ4JD+Ejy1uNzzik9H51OeG8BOOEQYySJ3dCjIVsUveRGWfBCixiQfJ3uEw41/6I8c2tiyDOAGRjweGo0WxyjHBNAYAhTPEF2Xj+wQwLbuIZLpRhIU1c+zRJYCD0a1wk30fHCUNYIOwznkeH4QgXcYDgwcrnuY07eCtYmYcX6ttxOSUiLBj3aRkgN8A+ZrwuVTC++ZeS5AYMDXoMyzjWOFYjKfL4qQgbT3Yo4gIsPCwADgxXAGkRKYn8LCYS+prtNa5XIxujNADA5hoxLGMIfh6ZveTteUKkCrc0j+gDzRPjGLDbtoNlJMjr1hHXI27fPWBcSHhxoaTI9xVx1Niu0JjxszYUJUdk9CWM19CXYMErLNYC+P/t3XmYFOW5N/5vVe/bdM++L2wDAkM0QQnuQdBXj2BckBjPwQU1IVHBDRFZzEHFJRyNHnxfieZgPIlgiPmhRnE5JpqF45ZEQBBBYXpmevbunt7Xqt8fQ1W6u56GGaanl+H+XJeXTE1191NbTz13Pc99twd5xII8OtMkBrYHlSPVjvCHFMu6/P9gvj4Scyf9XBZg//0g2UF3gRkiTS0ZaiAjHo/DbrcjHo8zK5Mc77OAzJV6PdbnCIKQN+VVpeoE5eXlx33itmbNGuj1euzcuRMcx2HBTTdh+fLlQ/ocg0aFx6+YilOqLXjif76CIAJ/+LIP33v+U/znohY0lQ69s+cJRXHTr/6BL3sGvzg1Kg5zp1bi0Q9d+KqvV7F+nU2Py0+txmXfqEKNdfSnLJSZtSgzl+DM8SUA6vGb+H68/JvnIBqLwUeD0CCGiy767rCOu1R1h+M4NDQ05OSJOcdx0Ov10Ov1KCsrYyZnlaZE6PX6426fKIro6uqSk8rmU9WUkUgsGzuSeZIcx8mlXcvKypLymPT19UGtVsv722g0ntD3SDAYhN1uh1arRXNzMwUxThIajQYLFy7ET3/6U3kEzqZNm3DZZZfhu9/9Lp555hls2bIFixYtwvvvv48PPvgAL7/8cq6bTQghhGQWn6ERGZl4jzxBd4IZNNSqJYmVScaNGzfsjp7UCRjNPBnStBVBEGC320f0JDsT3G43urq6UFNTM6TpN0ajEevWrcPatWsBHH/OdCqO47DkzAZMrjDh7lf2wROK4eu+ABY99ykeu2IqzpuknI+Yyh+O4ZZf7ca+zn8+VYjGRfzqo+Rotl7N4fyJNsxpMmC8RYBeJ0Ad9iAYFIfUyc6kyy+/HGazeTDHiFqNM888E+ecc86QXx+LxWC326HRaFBbW5s3VSQ0Gg2Ki4tRXFws53nwer2w2+1yxQ4pz0Pq/pbyfASDwVGbIpMLmQpisLDymPh8PjgcDgiCIE8/MZvNQ/r+C4VCaGtroyDGSerOO+/EI488ggULFoDnecyZMwerVq2C2WzGs88+i/Xr12Pjxo2oqanBxo0bMWXKlFw3mRBCCMksCmQo0N1gBqlUquOOkggEAmhtbYXVaj1mZZJjyVSp13SkfBgqlQoTJkxIepKdWPYyG/kBpOoQTqcT9fX1MJmOX0Uk0UiDAGdPLMW2m76F27btxaFeP7zhGH700m4smzMeN5/VwHz/WCyGiMBh7lO7MMCYdyeZUqrBd79RiStOHydPWWF1sqX9faJPsodDrVbj4osvxsUXXzzs10ajUdjtduj1etTU1OR09M6xpOZ5kDrZnZ2dik42z/Po6OhAOBxGY2PjmOlAj2YQI1VqHpNQKASv14v+/n44HA4YjUZ5CgorUBoOh2G326FWq9Hc3DxmAklk6LRaLdauXSsHphPNnDlTMb2EEEIIIWPf2LgrzxPHCy4MpzLJ8YykQsqxSEEMKR+GSqVKepLt9Xrl4eIajUbuoIzGyAFpOL/P50NjY2POqkM0lhjx0o3fxKodX+CdL3ohAnjyva/xucODq+qDCHrdqK2tRVlZGX79m9/hz4449uvZpXErLFr8n8klOL0sjpmT62G1WpN+n9jJFgQBgUAAXq8XHR2DozhyUSFiKKQErCaTCVVVVXkbxEjFcZwctKisrFR0slUqFTiOQ11dHQUxMoDjOBgMBhgMBjmvhs/ng8/nQ3d3tzzlRyrxKo3wUalUFMQghBBCyMmL44BM3PsXyD36UIyNO/M8kS5HhjSqoLe3d8iVSY4nsaJIphyvMolKpUoaLi6N1JA6GlJQw2AYfnLIVIIgoKOjA9FoNC9yEph0ajyxcBo2/6kVT//xMEQA73zRh/c+7obhby9CW1wNofEMuIuaAb1y2y88pRyXn1qNU4oBV38famvrk7Lws0hTHsxmM6qqqhQVIqSgxlCH54+WUCgEu91+zASshSCxk11WVga73Y5oNAqNRoMjR45Ar9fL+zxTySuzLZdBDBatVqso7er1erFq1Sp89dVX+OY3v4kzzjgDV1555ZhJrkpyj6sdzLHEjasAJ8agirGT0oGxXMNIDKpxs0feGbTK5XpGAkJNmvtSE+MOjVVSs+To53BHL5FibQyiEEOZUVlS0KhTJtqz1YUUywBAZWAkMLQo/9ZwrAykaYgDys+KeNg7IB7hIRxNohgLc+AjPLzBoY8EDTISMxrV7GPFcUO7n9IwkoICgJlRtYSV7NOgEuXKL3qVCCHh36lsjFK5PNj72htVfpaOsWogzSBRVjGNiMCoWpJmSHpUAKRTOyoAggD4GSVJfWkqUcTiyvabepQJLP0+9vHv9A9ttG6A0SYAEKHcrs6gDpyoRiOArpAOYkjFTKALABHGsTYyklUaetmJITXtymSjrEImzq/Y22/qV76v0e9grqvyhwbrFTfPHiyxKkSZiT1ZCUCBNBWCevqVC1nJfsEuhsI6/mKafR1lVQMSB/9L/Hcozn6wHIHyuoqIyv0fF9jHShDCKT9Tss9cokBGBrECGSdameREPmskhlteled5xcgBj8eD9vZ2AJCDGqycA8cTi8XQ1tYGnufR2NiYN+UVeY7DD89twuRKM+78zW6EBQ5xSyV8592d9jVTTQE8t/RCWA3qwSky/c4T6kSyKnIkjhyQyl5aLJasBn2kKhLFxcUoKysryM59KqniCgCMHz8eKpVKTl7p8/nQ398PtVotB5GyMeUnE/ItiJEqcTTSz372M7z11lv49NNP8eKLL+LJJ5/EWWedhRtvvBEzZ87MSnsefvhhvPDCCzhw4AA+/PBDLF68WBFMeeyxx05oGhYhhBBCyLBQjgwFCmRkEM/zcoUPILkyyYQJEzLawcxUjgxRFOUSqydaXjVx5IAoivJ0CCnnQGJQ43jTIaQpClKehXyaPiH5zuQyXG4+iJcdNgjmirTrTel4A/PPnA6rQS2X7WxqahpxbpHEihzl5eXy8HxptEa28pj4/X60t7cPqYpMoYjH43IQo76+Xg6isZJXpk75ScyrkW/yPYiRKBqNorOzEy0tLbjyyiuh1+tx6NAh/M///A/cbndW2rB//35F3oXa2lq89957Wfl8QgghhJAkXIYCGQXw8G2oKJCRQTzPIxodHDMlVSbRarWjUoIyEzkypACGFBDJRHlVjuNgMplgMpmScg4MZTqE9HS/EKYoNBbrYdr+DFTfXowBcyOM3ja4//4mxhtCqJxxLtTeTqgED6ZMmSInixytKTKJw/NTy16OVh4TqRNfVVUFm82WkffMNalsLM/zqKurSxuQSE1eKU356e3tlUfHSOd4PuTVKLQght1uhyiKaG5ulkewTZo0CZMmTcpKGwRBwLp163D99dfjySefzMpnEkIIIYSQ4cn9XfYYIk33yERlkuMZ6YiMxKSeAEblKXJizoHy8vKk6RCdnZ1ytQKLxYJQKISOjg6UlZWhtPT4pU1z7eKLL8Z7772HL/60GRaeBwfgom99C7W1tejqaoPOqMOF312EqqoqRKPRrFW8SB05kJjHJFMVUDweDxwOx5BL4RYCafSUSqU6ZhAjVeqUn0gkAq/XC7fbjc7OThgMBjmokY0qP6kKKYghJfaMx+NJQYxs27p1K/R6PebPn58UyPD7/Vi6dCk+/fRTWK1WXHPNNbjhhhvyOuBKCCGEkDGC4zIzmmIM3bdQICODeJ5HJBLBkSNHUFlZOaod8pGMyBhuPoxMYE2H8Hq9GBgYQFdXFwDI8+MLQUVFBR577DH8/ve/h9PpRF1dHS677DLo9Xr4fD6o1Wp5u0ZjRM5QJOYxkcqMer1eOBwOucyo1Mkeasfd5XKhu7sbdXV1x01WWiikDrRGo0Ftbe0JB/U4joNOp4NOp0NZWRmi0agcSOrt7R31Kj+pCjWIMWnSpJy1t6+vD5s2bcKLL76YtNxsNqO5uRmLFy/GE088gU8++QTLli2DxWLBwoULc9JWQgghhJxE+AxVLaEcGYTF5/MhFAqhoaFh1DvkJ5rsMxdBDBZpOoQoigiFQrDZbAiHwzh06JCc46GoqCivKxVUVlbixhtvVCzX6/Ww2+3Q6XR5k+cjscyotM+HOx2iv78ffX19aGhoyPuO8VBJHWitVova2tqMXg8ajSapdLEUSLLb7eA4Lml0TKbPkUILYrS1tSEWi2HixIkwmYaWfX40bNiwAVdffTXGjx8v50oBgGnTpiUFN84++2wsWrQIv/3tbymQUYDEvgHACoidTohCFFxVMXvFYotikWq8MuW+wd/NfHmFyqtYFowov19ZWfgBoFijXLeRUYmkSDeYNV/UaRAHMN7iB6eNorrWo1hXpVPeN2jr2H9nxRCjmgujvEWcUTEBAGIDQ3vY0tVpYy7nORGibnA6ptNlAheOwhlkj9TSq5QlHoKMSgiBGPvvG6tqAquSCaOQx+C6UP7CwKiQYlQJ4FWC/G/h6L9Z1TCsjEoo6fofnpiy/VpGhZVwnP0GrHW1jA9jVdIBALNaBH+0oo5ZLUJQizColOePgbFNAGDQKq8rtZ5xrkbSvJ5x/FmVRFQc+29tTFBua0TgwR99j6jAQxB4hBnrAYCHUTXGolaOwrQMsB8AmbqV11DIp9zZ3W7ldxIAVEL5XaPSKKu+AICh2AdRNXhdif0+iPEo+MMdivXS3ZWwqpnwn32m/Pwm5XcVAGgCPYplpf3KqiExRtUhACiPKL+vAnENVNrB869EKyIuiHBH2FtQGlHeEzmhzHfn1ZUzXx9R6ZN+1mvLmOuR7KBARgZpNBrodLqsjCo4kfKr+RLEkNrS1dUFn8+HpqYm6PWDXwypOR60Wm1S4sp8H8YdDodht9vlkqn52N7UKT/S6BiXy6WY8qPRaOTywS6XCw0NDTkb8p9pUj4GKbHsaB6rxIocrIS4iYGkkY7eKaQghpSXJBKJYNKkSTkd5bNr1y7s3bsXDz/88JDWr6urw9tvvz3KrSKEEEIIASX7ZKBARgZZLBZ4vcqo6GgY7ogMKalnPgQxBEFAR0cHIpGIIgFmYo6HeDwuBzUSS14WFRVlZWj+cAUCAbS3txdUKVLWdAiv15tUAYXjOEQiETQ0NMgBp0IXjUbR2toKo9E4anls0klNiJtaSjc1kDQchRrEmDBhQs6nKr366qvo6urCueeeCwByoHjWrFlYtWoVQqEQFi1aJK9/+PBh1NfX56SthBBCCCEnOwpkZNCJTvc4EUMdkSGVV5XKwuY6iBGLxeQh201NTcd8+qxSqWC1WmG1WpNKXmYycWWm+Hw+dHR0FHwpUo1Gk1QBpb29HaFQCADQ0dEh59UwGAw53+cnSqoolA+jZlJzx6QGknQ63ZBHJBVaEEM6tyZMmJAXuXFWrlyJZcuWyT93dXVh0aJF2LFjBz7//HM88MADaGxsxMyZM/Hhhx9i+/btePzxx3PYYkIIIYScNPgMjcigHBmERaVSZS2QMZSgyWiUVx2JSCSCtra2E8odkVryMhAIwOPxoKNjcF6f1ME2mUxZz0kxMDCAzs5OVFdXw2q1ZvWzR4s09Scej2PChAlQqVTw+Xzw+Xxoa2tLyvFgMpkKJqghTf0pKirKyxK/iYGkxBFJTqcTKpVKPs9Tg3eFGMQIBoMYP3583lwzUtBUEosNzrmuqqpCVVUVVq5ciXXr1snJbteuXYu5c+fmqrmEEEIIOZnwfIaSfeY+d1+mUCAjg0ZSSWS4jjciIxvlVYcjGAyira0NRUVFqKysHFEHMnFoflVVFYLBoPwEOx6PJwU1RrtaiNPpRG9v75iq4iEIAtrb2xGPx5PKxh4rx8OJVEDJtnA4jNbWVthsNpSXl+ddECNV6ogkaZ93dHRAFEV5n0ejUfT19RVEEEOaViYFMWw2W66blFZdXR0OHDgg/7xo0aKkqSWkcAk9AWACEO/wArEoVCF2AkFuYpVyoZqRQLCUXVpZGwkplhX3KhPgVUbZU8h4KKfymTTKpIjao0kVRRWP4NGfOVUcKg3jHoGRrFDwsrdfjDASe/qVy7g0d5LxsPKz1Cbl6zUq9kMZtSoOQTP4HlpNDLwQg1XHTmBoMSiXDzCSAhoZCTgBwGhUJlu0hZTv6U1zrFSMZJl6xmfpVQK4o9urUwkQj/7bH1Peq7ASgKoYCUgBQM/4fItauV+jWvY9UZlWuW5EUK5rUrM/v8YQBvSD52GVIQxwMdi0yv1XU+Nmvl5nVX6+bqIyH5fRxU4sq97fr1gWiSjbHwyxE9saGeePCA7QDZ7c9cYgoIrBF2Wf7EaVcnmVQXmtF5vYCTD15cr9qmJc65Ux9vT14gbld426hH2s+YYSiEcvWr6uGLwYAxjTWLke5T4F2Ik9mQlAma8G1IyMuea4MgGoKLK3Ncg4BnHRDO7o12WNIQaRiyEqsK/VGGN5yFerWBZlnL8AENb4kn4u1lUz1yPZQYGMDOI4DoIgQBTFUe8kHWtERj4l9QT+Oe2irKwMJSUlGW0Px3EwGo0wGo2oqKhAOByGx+NRVOOwWCwZDWqIooje3l643e4xlQBTelouimLasrGpOR5OpAJKtoVCIdjt9oLKX5KI53m56kxVVZW8z6VRM3q9HuFwGBqNZth5NbJFCmL4/f68D2IQQgghhOQVDhlK9jnyt8gX+dHLGCOkTl82AhnpRmTkWxDD7Xajq6srK9MuEvMNSEGNxGociR3skXT2EiuuNDY2QqdjP40rNFIZTJVKhfr6+iGNrEisgMLa50ajUR45kKtSusFgEHa7HaWlpSgrK/wyWdI+D4VCEEURNTU1iMViGBgYQFdXFwwGQ9I+z/V3ADAYxHA4HPD5fBg3bhyKi9OUuySEEEIIIUqUI0OBAhkZJHX8pCDCaH9W6oiMxOkkuQ5iiKKI/v5+9Pf3o76+HiaTKettYFXjSOzsSSM1htPBljpk4XBYUXGlkEmlSHU6HWpra0/43End51KOh56enmElrsyUQCCAtrY2lJWVobS0dNQ/L1tYOTFKS0sV5Ys1Gk3OE7QKgoDOzk54vV40NjYWdDJcQgghhBCSHyiQkUGJgYzRljoiI5/Kq4qiiO7ubrnjkg8lO1OrcUiVIRI72EVFRcd8gi1NuxAEISl3RKGLRCKw2+0ZL0Wq0WhQXFyM4uLitKV0R7OD7ff70d7eXvCVZFIdK7FnYvliQRDkBK1SpaBsJ8UVBAFdXV3weDxoaGgYEyNiCCGEEEKyjuMH/8vE+4wRY6MnliekqiDZSPgpjcjIt/Kq0jz4SCSStyMW1Go1s4N9+PBhaDQauYOt1+vlfZk47aKxsTFvE1oOl1TFw2KxjDgJ67GkK6UrdbATS+lmYt9KQYzKysoxlYthONVJeJ5XJGj1+Xzo7u5GLBaTc26MVi4TQRDQ3d2NgYEB1NfXo7y8POOfQciJiHQNPmwI2QWoonEYeGWiPABQ1TCSvVUog6K8IU2yz6qAYlk5361YZjiiTOoHAGUu5TVeXKx8T/XRJItxjRZfA6iuHYAqGoF+knK0oRiKK5ZxWvZ3LisJaLRX+TdCTPPsxutSPsTQDCg/v8/PzjFl1kYhioP3EP6QDlyYR0xgt1XFKxuhVyk/S8NYDwA0GuVyq0l5Xngi7GNt0iqTUBaZla+vDOoB3WC7KnRhAIP72M1ITFrKSGyabkQ4I38iirWsZKPsEailWtY5qFy3hPGeAFBf5IGo08ALoM7iBaeNwmJStt/UwHw5eKtyv3LFyvOfC7A/X1+sbL/KpzymWq3ynAAAFeP4G9QxiGoOIgC9Og4uHkOckSwXANyMBJRRxrkaCLPviaNu5bKBbuX14wmwHwwa3crzL+pln+umon4IKg1QDwh2J7h4lPm9wEpsDACqJmXCUtaarASg6dbVME7sIk0v8/VNnEvZpi4Rok6DOIAJFh84bRQqjp2An+dYx0D5HaT2T2S+PiQmn4M1oKmyuUSBjAziOG5IZVEz9VmJozCkZbkMYsRiMblj2tTUNOoVQzIhtYMtBTXsdrtc8tVgMKCnpwdGoxE1NTV5kXMgE6RKMtlOgMkqpZtaAUX670TOIWkEwlgqhwuMrMRqYoLWbOQyEQQBPT09cLvdqKurQ0VFxYjfkxBCCCHkpMVlKEfGGOnHABTIyLhcBDKkz82lSCSCtrY26HQ61NTU5Lw9JyL1Cbbf74fL5YLL5ZKDRH6/HyaTqeCDGfmSO4JVAcXn86G/v1/uYEtBj6GMGpDKk9bU1KCoqCgLW5AdIwlipEpMilteXi7nj/H5fPJUKymokTgqaagEQUBvby9cLhdqampQWVk5ovYSQgghhJz0eA4QM9C/Ok4wZPLkydBoNEn3f1dffTXWrFkz8s/OMApkZFg2AhmiKEKlUiEWi+Hw4cNyfodsJVBMJZW2LCoqGtXpCdkkja4JBAIoLS2FyWRSjBqQKqAUWtBGKodbUVGRV9UjEiuglJeXIxKJDCtBq8fjgcPhQG1tLSwWSw62YHRkMojBkpg/Rppq5fP5kkYlmc3mIQfw+vr64HQ6UV1djepqqq9OCCGEEFJIdu7cibq6ulw347gokJFho50jQ8qHoVarMWnSJPj9fng8Hhw5cgRqtRpFRUUn/CT1REi5CEpLS1FaWjomghjAP5/sV1ZWyp39xFEDXq8Xvb29cDgcSUGNfJ9OI3X2C2HahVarlc+rdAlapQooHo8HnZ2dqKurg9nMnhdZiEY7iJEqdaoVa9qPlCyUda739vaiv78fVVVVqKmpGfX2EkIIIYScFGhqiQIFMjJotHNksMqrSlMhpASKHo9HfpIqBTVGqyrEwMAAOjs7C6JTPBxutxtdXV3M6QmsUQMejwf9/f1wOBwwmUzDmgqRTdJ2FeKIhXQJWp1OJziOQzweR0VFRU7K/I6WbAcxUvE8L+cqEUVRDuD19fWho6MDJpMJZrMZHMehuLgYfX196OvrQ2VlJWpra7PeXkIIIYSQMYvnwU6XeiLvc2wbN27Exx9/DAD4zne+g5UrV+blPXZ+9bTGgNEKZByvvGpiAkXpSarH40FbW1vS74xG44iDGqIowul0oq+vb8w9Ae/v70dfXx/q6+uPe8FyHAedTofy8nLmVIjE/A65rt7idDrR29s7pO3Kd4mjBpxOJ3p6emA2m9Hf34/+/v6slxgdDbkOYqRKDOBVVFTI5/qBAwdw2223oampCd/61rcwd+5cnHrqqbluLiHHFPIO3voE3BrwEUDFqA4BAPrKAcUyLs7I7l+SJpAfVL6vqlRZnUE/wK6aovezq5mkEsWjf9MT/i+KHLsSQVw5YpRVnQQAxIhy3XhYORKLZ1R8SGpXAo5Xvqdeza4kYTGEIegEhAGYDWHwfBTqNOva6tj7MJXAaBMAGGuU76sPKivERGPsUZdGg7JqhLlcefwr/X65ukeFOQBOM3iMeb/yPU0a5fHXptn+Cka7yk3K9htU7KoXFWblulZGNZliA3s/14zzIK7RwgugqtELVTQCbaWyTeqWKubrYWK0i3HfxPvY16qumlGhhHGuc2mq1nAa5b1Co+CCoNWgFUBDlQt8JIqgn30vp3crc3KVMvY/6zwBAI1NuUztUh5rs8jefm2RcrviwXQlbgBwCf8WgFiv8lwT0nz9aAI9yrYyyuaku/tiVTNhrZuug2qJKz+/Hm75WNVVusFHolCnOdYqTvkgj2NU6NGluVaCseRtLdWz1ytkp556KmbPno3169eju7sby5cvxwMPPIDHH388101ToEBGhmU6kHEi5VVTn6RKpS47OjoA/LPU5YkkrRRFEd3d3fB4PGhsbIR+jFzAoiiit7cXbrcbDQ0NMBjY5eCOJXEqhJRA0ev1oru7G3q9PmkqRLaIoih38E90u/KVFHRqaGiA0WiEKIoIBoPyPpdKjBbKtB9JvgUxWKRzffbs2di6dSveeecd7NmzB7fffjsqKiowd+5c3HrrrVkLmj388MN44YUXcODAAQDArl27sGHDBhw+fBhVVVW47bbbsGDBgqy0hRBCCCEk43jgn1Gokb5Petu2bZP/bTabcffdd+OHP/whHnrooYxUtsskCmRkWCYDGaIojri8KsdxclCjqqpKMec9MahxvKfXgiDA4XAgHA6jqakp707mEyWKIjo7OxEIBNDY2JiRQENiAsVYLCZPhejr64NGo8lKglZRFNHT04OBgYExFXQCBhNKpgZnOI6D0WiE0WhMKjGaOu3HbDbnfIRMOoUQxEjkcrkQjUZxxRVX4I477kA4HMZf/vIX/O///q9c4We07d+/Hzt27JB/7u7uxtKlS3HnnXdi4cKF2LVrF5YvX46mpibMmDFj1NtDCCGEEDJW1NXVQRAE9Pf3510SdwpkZBjP8xlJ9pmYD0N635FKLXUpPb3u6uqSE/kVFRUxgxrxeBxtbW0AgMbGxrzL/3CiBEFAR0cHotEoGhsbR6WDq1arYbPZYLPZEI/H5REyra2tUKlUcjApk7lMRFFEV1cX/H7/mAs69fX1weVyHTM4k1piNF0FFLPZnNURMsdSaEEMKedKcXExGhsbwfM8DAYD5s6di7lz52alDYIgYN26dbj++uvx5JNPAgBee+01NDY2YvHixQCAOXPm4IILLsD27dspkEEIIYSQAsUDXCamTKd/j/379+O1117DihUr5GWHDx+GVqtFZWVlBj47s8ZGbzSPcBw34hEZUhAjXT6MTEh9ei0l8ksckl9UVASz2Yx4PA673Q6tVova2tqCzTuQKh6Po729HaIoorGxMStTD1QqlSJBq9frRXt7OwDIIzVGkstEFEU4HA6EQqFRC87kQuL0n+GOnEmtgCKNkOnt7ZVHyGSz2k+qQgtiSIl+bTYbmpqacvadsHXrVuj1esyfP18OZOzbtw/Tpk1LWm/q1Kl48803c9BCQgghhJAM4Ll/5kIaiWPc55aWluKll15CRUUFrr32WrS3t+PJJ5/ENddck5f9PwpkZJhKpUI0OrQEXSzZCGKkSq3EEQ6H4fF45PKiAGAwGFBdXZ2XJ/GJiMVisNvtUKvVqK+vz8l2JSZhFUVRnvbjcDiGPe1HkjrCZKyMnJGmyUi5WUYyiiLdCBmp2k8mE+MORSEGMRwOB6xWK8aNG5ez74S+vj5s2rQJL774YtJyl8uFKVOmJC2z2WxwOp3ZbB7JYw5XEbQAjvQWA+EYqkNe5nrVOmWyT8045d93XpdmxJtNmVSOn6C8XvQmN/PlJVplu3iN8jtJPPrsJK4eHMGpLRGhiongtMrPEgaU7Y/0MT8eEZ8yuO/oViY1TPc12RNQ5mTSq5QJDB1B9si6yogG0KlhANDusgDhGEwadmJSnV653B9SHpdQjP030dKrTGKpYjwDCEeH/jfVGFEmdkzsh/DcP/ddVFDuRIExF16TJtknKzGoxaBMDBkX2N/XWsZ+teqVry+xKRNYAoC2UoW4evB80VaooIqpoKpg5OQypPnbzbqGnB7FImGAneySUyu3S4wq9xWnY2+/EFSuG42qIRx9+h2N8uCjPEIR9oMhV1jZfkb+S2jTnOuiqNxWe5+N8Z7si02lUj5A9QXY+7oi6oWgBXAO4Ps8Cj4SgatPmbQ/Fmfvq9J+5TlgZiTg1KQpE8p616EmAAUANeN9LehG/OilaZ4IqGIiAOU+BYAY4xpgXX9qjn2swynrms1jp5QpAFRUVGDz5s346U9/ip/97GcoLi7GJZdcgttvvz3XTWMaG72cPDKSHBms8qrZljgk32Qyoa2tDQaDAfF4HIcOHUoqL1ooyRNTRSIR2O12GAwG1NTU5GQ/p0o37Wc4SStzMcIkG6RpMj6fD42NjRmdJpM6QkYKJkmJcUe7AkqhBTE8Hg8cDgeKioowfvz4nAY2N2zYgKuvvhrjx4+XRzQBSHs958N1TgghhBByQngOEDNw33Wc+6HTTz89KeFnPqNARoZxHHdCOTKOV14126Sh41VVVbDZbAAGAwAejwculwudnZ1JQY1CefIfCoVgt9thtVpRUVGR8/3McqyklYn73Ww2y/tdmv6jUqlyNsJkNCQmYm1qahrVaTKJ1X6qqqqYwSQpsJGJIFGhBTGk0UIWiwUTJkzI6Tm2a9cu7N27Fw8//LDid8XFxXC73UnLXC4XSkpKstQ6QgghhJAM40Y/R0ahKYzeZwFRqVTDGpFxIuVVR5MoinA6nejr60NdXR3M5n8ON9NqtSgrK0NZWZkieaLRaJSDGvmakyEQCKCtrU3OlZCPQYxUqUkrpaCGFEwyGo0wmUwYGBgYczlMcpnrgxVM8vl8Sft9JOd7oQUxfD4fOjo6YDKZch7EAIBXX30VXV1dOPfccwFADh7PmjULS5Ysweuvv560/u7duynRJyGEEELIGEKBjAwbztSSTJRXzSRRFNHd3Q2Px5NU1pIlMXliNBqF1+uVn15LFSGKioryJqghTReorKxEcXFxrptzwnQ6HXQ6HcrKyhCNRuF2u9HX1ydPR3K5XLBYLAVfpUQURXR0dCASieQ810diMEna74nnu16vl4MaQ8ndUYhBjPb2dhiNRkycODEvpiytXLkSy5Ytk3/u6urCokWLsGPHDgiCgGeffRZbtmzBokWL8P777+ODDz7Ayy+/nMMWE0IIIYSMAM8BjNw5w5f/D3KHigIZGTbUQMZolFcdCUEQ4HA4EA6Hh12uU6PRoKSkBCUlJYjFYnInr6enB3q9HkVFRTntXEtlImtqalBUpExUVqgEQYDb7YbNZkNpaalciaOnpwc6nS6pc10Io08kiQlLGxoa8m7aUur5Lu33vr6+41ZAKbQgRiAQQEdHBwwGAyZNmpQXQQwAsFqtsFqt8s+x2GCiuqqqKgDAs88+i/Xr12Pjxo2oqanBxo0bFQlAycnLF1OjBMBAVAMxwsEcYgcgixlJ7XizMikkX8NOQIgYIzGj1aRc5le+JwCoLH7FMjGknLrKH/3TKqr/+TPPA4gxprmqlX8L4sPITx5nzM/mwJ5OG4orvy+ijER7kTQJKBPv2aV/a3h2skuNQbncWhRULNMF2Q9XtEXK+zZNqbL95V4f8/Ucr9wHhgbldlXwXsQ1WgwAKKv2QRVVJgSVX69X/s5Syj7XLF7lcss4ZQJPSw/7XNPalO23eZT7T9/I/hugnloJjlMf/Xc5VGKMndjTlOYBWZ9bsSh+SJmF1v8l+/irdEN7gKirTnMvxMjMqdEIEDSC/G9eFGBkJFAFAKOXnYQ2FSvRJAAEGYlp3ZGh3zM7Pcr7id4ge1+reBGibvA6cPaawIW16PQqv5fENIlFY4zrWhSViYmLNL3M17Pu6IaaADTdumpAcf5ZVMoEpADQoFYm/lZ1KM8fo0qZABUAAilJULX6Ey/wQEYuv3oIY8BQAhm5qExyLFKSSEEQRvz0W61Wo7i4GMXFxXInz+PxyJ1rKagxkqoTw9Hf34++vj7U19fDZGLcQBYoKdeHzWZDeXk5OI6T93s8Hpc71/39/XlRXnSoBEFAe3s74vF4QSQsTayAIgiCvN8TK6CYzWZ5+k8hBTGCwSDa2tqg1+vzKojBUldXhwMHDsg/z5w5Ezt27MhhiwghhBBCMojnkJn8FvnbDxguCmRkGM/zx0z2mW9BjGg0ira2Nmg0mowniUwtcykFNaQn14lBjUzvB6lc58DAABobG6HXs0teFaLEXB9lZWWK36tUKvmJtSAI8Pv98Hg8OSsvOlRSEEMQBDQ0NOR1x5mF53m5AoooivD7/fD5fOjs7JRHX5WVlRXEuRgMBmG326HT6TBp0qS8GxVDCCGEEHJy4Y5bcWRI0oy2KUR0d5phxxqRkQ/lVROFQiG0tbXJVRpGsz2Jnet4PC53rkdjxEBqpYtCzxeRyO/3o729HRUVFUPK9ZEYuJA616nlRYuKimA0GnM6vUkaFQQA9fX1BRfESMVxnFzlRKfTobu7G0VFRfI5z6o8ky+k7wWtVktBDEIIIYQQkpfoDjXD0gUy8q28qtQhLikpQVlZWVbbo1Kp5CfXqcPxVSqV3PE2GAzDbldifoVsV7oYbVIAorq6Oik/wFAldq4Ty4t2dnZCEAS5tKjZbM5qUCMej6OtrQ08z6Ouri7n+WIyye12o6enBw0NDfJ0ElblmXyp+CNNWVKr1Whubs55ewghhBBCCAaTH2Wi/KrIA0MvsJnXKJCRYdLUElEUwXFc3pVXBQCPxwOHw4GqqirYbLactiVxOL40DcLr9codW6n6yVCCGlKHGEBB5FcYjoGBAXR2dqK2thYWi2XE75daXjQUCsHr9aK3txcOhwMmkwlFRUUwm82juh/j8bgcwBqLQYzu7m5FTozUyjOsCijSSI5sfleEw2EKYhBCCCGE5COey1Agg6NABmGTOn1Snox8Kq8K/DP5ZV1dHcxmdkbeXEk3DUKaciAFNVi5HRJzfdTW1o6pDrHT6URvb++oJSzlOA4GgwEGgwEVFRXyiIH+/n45qCEdl0xOM4jFYrDb7WPymKULYqRKrICSmKS1r68ParV6RKOThkMKYqhUKjQ3N4+p6ViEpDoc0KIEwH6vHvFgDANR9vdanFFhoMrrUSwrFbqYr1cVK68jvkE5JZDTsj+f45XXfNTLGPEZHVwvfjT2GO4FVFFAiCsrPEQDysC0o49dzSsSU657yKu8b+A5dl4wR0i5XVrG17w7wv5uE0QD+JgazQBa/QYIoRjKdex9VdSrrCYRiijX7Q+wKznwrYyqHUFl1Q6nm33fxNpXKq1b2SafFoJ28EAF3BrwRwuTdPuUf9sNjGo6XJp9HWN8vinMqqaQZl8zVlUZGBVyitMkaucT5u7z3GBHScf4O9LjYr5cHFBWCIo6lFVb/G52jimTLX31l6TPiafZfwPK5eGQCoKgkv/NRwQEguzt90SHFvhnVe0BAB/jO6g1oPwsTZrjzzqqXYxKKAAQFzlAr0YxgCMDFiAUQxvjs6Jp8iiUM6qpBBntb+LYx9oSV1YTUTO+69LdEbKqmfAARPFo/6uxBiIXh5pRiQYAzILy86ujyu91tYrd04+lVC0RLGpQ3ZLcoUBGhkmdsXg8Lo/ISFyeK4nJLxsaGmAwpCmBlSdSp0EEAgFmbgeTyYRoNAq73Q6j0Yjq6uqcB4syqa+vD/39/VmtdJE4YiASicDr9WJgYABdXV0wGAxy53oknd1YLIbW1lbodDrU1taOqWM21CBGKlaS1tRAnsVigclkyuj+ikQisNvt4DgOkyZNoiAGIYQQQki+4bijlUtGSBg799wUyMgwqYMRjUahVqvzYiqJIAjo7OxEMBgsyOSXHMfBZDLBZDKhsrISwWAQHo9HrgYBQP5drvd1poiiiN7eXrjd7pxWXdFqtSgtLUVpaSmi0ag8YqCnp0eeBjHccrpS4MlgMIy5wJMUxKirqxtR4Cl1dJIUyEvNZ2IymUY09ScxiNHc3FwQFVUIIYQQQgihQEaGSSMx3G43bDbbsDp4o9UeqaRlU1NTwVcgSMztYDab0d7eDoPBgHA4jEOHDuUsYWUmiaKI7u5ueL1eNDY25vwckmg0GhQXF6O4uBjxeFzO7SCV0x1K5ZloNIrW1tYxOXomMYiRySlAqYE8Vj6TE6mAIgWURFGkIAbJWx9//DFuvPHGpGWiKCIajeLAgQPYtWsXNmzYgMOHD6Oqqgq33XYbFixYkKPWEkIIIaOE5wf/G/kbZeA98kNh92rzUGtrK0RRhNvthtPphE6nk5NZZnskhJQ3Qq1Wo7GxsWA79iypCUtFUUQ4HIbH45E7eIlBjUJJ/CmKIhwOhzx6Jl8TLqpUKthsNthstiFXnolEImhtbYXFYhlTo2eA0QtipEqXz8TtdqOzs3PIU38SgxiTJk3K+6lm5OR1+umnY8+ePUnLnnnmGXz55Zfo7u7G0qVLceedd2LhwoXYtWsXli9fjqamJsyYMSNHLSaEEEJGAcdlJpCRJv9JIaJARoY1NTWhr68PbrcbgUAA4XAY/f396O3thVarhdVqzUpQQ0reZzKZxtyTb5fLhe7u7qQKHhzHQa/XQ6/Xo7y8PClhZWdnZ1LCynwNaiSWji2k0TPpKs8k5nbQ6/Xo7e2F1WpFRUXFmDofsxXEYEmtgJI49Uen0yVN/ZH2eSwWQ1tbG+LxOJqbm7OWe4WQTHA4HHjhhRfwu9/9Dq+99hoaGxuxePFiAMCcOXNwwQUXYPv27ccMZAwczQvYHwZiYUDDs/8mWBmJIVmJLY0dTubrNa6QYplOO6BcMc33oRBQJpsLOtMHtwXt4HZEfCrwETXCjGSbqYnqAGCAkVQSAGKMm11PTPn6dN/mrCSerOnd/hj79f44D/5oe/1xHkKchznOPlasxJ7pEmOyRBnJMjm18vV6LbuxrMSwvIpxrlgjclJWQ1EUqujgyVjkViYrVfGMzzez0wqq1Mpkl9oG5Sg7TUCZADYdTq/cJ/yUGvbKKhXkLoXVAiAGeJUJPIV2dgLIaJvyWun5Svn31O5il54v9ihfr1Urt7WKUyZ1BICwT3ldBUNaiOLg8lBYCy7MIZ4mtwAriWeQca2F0ryetW5XSLmMlSz36G8US9qC7GslKurBC4PJPtsCegihGOwB5RunyZWJQFy5r+KiMgmuqov9BvVwK5ZZ0K1Ylu4OmLULhG98A0IcwB5AaJkOTpV+zIFao3znIr5TsUzbyviuhjJhcrhEB0eazyKjrzB6SgVEo9Gguroa1dXViEQi6O/vl4Ma0s+jHdQIBAJoa2tDSUkJysrKxkynURRF9Pf3o7+/Hw0NDWk7YOmCGk6nUxHUyJdggSAIaG9vRzweL+jSsazcDm63G11dXeA4DrFYDD6fDyaTaUyMEMplECNV6tQfKajR39+PQCCA9957D9/+9rdRWVkpj8SgIAYpNE888QSuvPJK1NTUYN++fZg2bVrS76dOnYo333wzR60jhBBCRgnHpQ18D/t9xoj86MWNUVqtNutBDWnKRWVlJYqLlWXeCpWUN8Lj8Qw7+SWrCofUuTYajXLHO1fTOOLxONra2sBxHBoaGgo2iJGK4zioVCr4/X6UlpbCbDbD5/Ohu7sbsVisIKf+JMqnIEaq1AooXV1d6OnpwX333QeVSoXvfOc7uPjiizF79uys5GD54osv8Mgjj2Dv3r1Qq9WYNWsW7r//fhw+fBiLFy9WfO899thjuPjii0e9XaSwHDlyBO+++y7+53/+B8Dg6LwpU6YkrWOz2eB0skdISFS6we8b9dEnzip9mpKGeuUTXVGn/DshaNKUOdQoR1TEVYy/M2luKuNq5ftKoy5YpLKe8v8F5S2ewCr/qE9zK8gYkcHHGCMf0rRHzXgmyhqRoU4zIoPXC+CPtk36P5fm64p1XMAakcFof7rXxxnHVWB9DiA/uT/e6wFAOHqvISTcc7A+X2SMyBDS3SMyRn+wzjVRNfQHCBzj77KYttugQhyD60v/B8c4/1jnP4C4mlFWmLWv05yrzP2nVm5r2mPCuK5EnQbi0WtJ/j9j5AQAcIx28Yx1+TQjMnjGsVbHle+Z7vDxWuX7qsH+rmBdV2px6CMyVFrlLzjGLTnzmsQ/v58SMTYVHOP8Af5ZZjXpPeOAVG1a+j9rvXTvG1ezrl/264WUYTECY4THaBF5HmIGHgKKjONdqDhRqg9KsiYSicDpdMLlciEQGBx6p1KpEI/H5aDGcCtBAIDT6URPT0/SlIuxIDFvRENDQ8ZGsESjUXi9Xng8HgSDQRgMBhQVFWU1qBGLxWC326HRaFBbWzsmRilIgsEg7HY7SktLUVZWJi+X8plIyUIjkQiMRiOKioqGnbAyV/I5iMESj8dht9sRDAbh8/nwl7/8Be+++y4GBgawbds2TJo0adQ+OxKJ4Pzzz8e1116Lm2++GT6fD8uWLYPFYsF1112H++67D++9996ofT4ZOx566CEMDAzgscceAwDceOONmDx5Mu699155nd/85jd45pln8Ic//EHx+kAggP3792etvYQQQk4Op5xyyqiNcpX+dk02HYBRFRz5+8UNOOCfPKptzpb87zGMQVqtFlVVVaiqqpKDGm63G36/nzlS43hBDVEU0dPTg4GBATQ2No6pxH3SlItYLJbxvBEajQYlJSUoKSmRgxperxfd3d3Q6/VyUGO08plICRf1ej1qamrGzBQg4J/Tm8rLy1FSUpL0u9SpP9IoGZfLhc7OzrwYJXMshRjEaGtrQyQSQXNzM4qKinD++edj1apV+Prrr1FfXz+qnx8MBnHHHXfg8ssvh1qtRklJCS666CL88pe/HNXPJWPPW2+9hQceeED+ubi4GG63O2kdl8ul+M5J9f6DH+K81bPw6i3vIhaKoyrNiIyJZmXegmqj8iaysZ49719tVD5l1jUz/j6n+e6PtSk/y9d27BEZHT+6EbXP/AJ8JMrOkcEYkdHuLmJ/PmNExlc+ZfvT/eXqZMzxH06OjHGmwSfH33hiHj674x0IoRgqdOyVJxe7le1ijMjo97PvjyosynwOZXU+xTJXJ/umPxBS3idU17Ln2AsaDY7ccDOa/uvn4KODOS/a22yK9Vg5Miqr2DkeWPk4TNOUbRJHmiNjeh17ZdXgiIy9RXMw3fMeVIgDPkaOjMO9zJdH25XXWs9Xyn2d7ly16ZSvZ+XIqKj2Ml8f8Su31efXQ9RqMLDi+7A+9mtwkSgzxwwAHHDZFMtCw8iRoWcc60N+5fWrSfOsq0Kr3NaOEPu7ovroiIzp/zEPe+8cvK7ag0MfkVHCGJFRY1BelxMsyusHAOoq3Ypl5onK9dRTy5mvFxuVeVqElumIx4H9+yw4ZaoXKhXA79nLfD3XrszHEdvXpVgWsiu/vwEglrKvwuVl6PreVcx1M47LUNUS1si8AkWBjBwbTlBDSqiYGNRIrXKR7coooylxysVo541IDGrEYjE5qNHT0wO9Xp+UNDETpAoeZrMZVVVVYyqI4ff70d7ejoqKiiFNb9JqtSgtLUVpaSkzoGSxWHJS9YelEIMY7e3tCIVCmDBhAoqK/nkTyHEcJkyYMOptsFqtWLhwIYDB76vDhw/jlVdekaeO+P1+LF26FJ9++imsViuuueYa3HDDDWPqmiAjd/DgQfT09OCMM86Ql7W0tOCVV15JWm/37t3HrVjS4R5MjHi4L4xIIAafMc0QZkZHwMuY1qiOsDu3Oo3y5r7So+yIqnTsHsNAl/Kz2vqVoy0FKeCgU0ML4HCrBQjHEGSM144xOlKtgaF/tx72K2/u03WuuhidZtbMmEiavrUlzkEVHfy8fq+AeFCAwcDuXPhVyu3SqpTrevzs7xV1VBk0L9Ioj4vPxd7Y3qDy9XpBuV816rg8jcHXpQIfGWxjt4uVQFHZVi7MDsSY9Mpkn0arsiPJMaYgAGBmRlSXKBM4cpo0r3e6BqeSFAGqATdUYgwIKROTxh3szm2kS/m+rn7lPunzs/e/lrFbRMbxQ5CdLDXmZQTdYhGIR4NhfDQCLhIFx0gKCwAIK983GmV8fzCWAYCPsVt7PMrvD0uaZzsaxndIj4/9vSLqAZVBwHQAnQOD11WbT3kRhuLsa62PkXE0ZGJMQwuz75c1UUYS5Yjye9EislNoquPKfS1ycfCiCsBsaPbthYqLQzj1G8zX85xyW3URZbJYNd/PfL0wkLxu0KYMopHsoUBGHjleUMPpdKKvr08OagDAO++8g9mzZxdUlYuhkEYraLXarE+5UKvVSUkTpY61tO9ZlSCGIxQKwW63j8kKHlIQo7KyEjabbdivTw0oSQkrM7XvR6LQghhSFZxgMIjx48fDamVne8+Wjo4OXHjhhYjH41i0aBGWLVuG/fv3o7m5GYsXL8YTTzyBTz75RJ52IgU/CAGA/fv3o7q6GmbzPztX8+fPx9NPP40tW7Zg0aJFeP/99/HBBx/g5ZdfzmFLCSGEkFHAZ6j8KmtoXIEaOz3fMSY1qOFyueByueSgxqFDh/Doo4+isrISc+fORTweHzOBjHwqHatSqWCz2WCz2RSVIDQajTxaYKgd68S8EaWlpWMqiOHz+dDe3o7q6uqMdJrVanXafa9Wq+V9r9frR30/FmIQo729HYFAAOPGjTuhoFKm1dbWYu/evWhtbcWaNWtwzz33YOPGjXjxxRfldc4++2wsWrQIv/3tbymQQZL09vYqzuPS0lI8++yzWL9+PTZu3Iiamhps3LhRkQCUEEIIKXg8l5kgBAUySDZptVpUVlaisrISkUgEf//737Fu3TqccsopuOmmm+ByueSOtVT9JBuVCEZDMBhEW1sbbDYbysvL86qjn1oJQupYt7a2QqVSHbdjLY1WYOWNKHRerxcdHR2oqalJmr6QKan73u/3w+v1wm63J5V8NRqNGT9nCjGI4XA44Pf7MW7cuLyqXsRxHJqamrBixQpcddVVuP/++xXXQl1dHd5+++0ctZDkqyVLlmDJkiWK5TNnzsSOHTty0CJCCCGE5BIFMgrMnj17cNttt+H73/8+fvSjHyWN1IhGo/L0Eymokath+CdC6uiXlZWhtLQ01805Jp7n5Zwl6TrWRUVFMBgM4DhO7uhXVVXlxdPxTJJK/marWk5i4EIURXnfd3R0AIBc1tVkMo14SlKhBjG8Xi8aGxvzImD20UcfYdWqVdi5c6c8akwQBufefvjhh/B4PFi0aJG8/uHDh0c9ASkhhBBCSEHJVLJPjpJ9khxZu3Yt7rjjDlxzzTUAII/UkIIYiUENl8tVMEENqTOcqWkJ2cTqWHs8HrS3twMAdDodAoEAampqCm7bjmdgYACdnZ2oq6tLmrueLRzHwWw2y0lTg8GgnCg0Ho/LQQ2z2TzsoEYhBjE6Ozvh9XrR0NCQVPI2l6ZOnYpgMIiNGzfi9ttvRzAYxNNPP42ZM2dCr9dj1apVaGxsxMyZM/Hhhx9i+/btePzxx3PdbEIIIYSQ/MFxmQlC5GE/8ERRIKPAvP7668xAhEajUQQ13G43fD6fYqRGYvWTfAhquFwudHd3Z+2J/mhK7FiLooju7m64XC7wPI/u7m4EAgF5tEA+7PuRkDr69fX1edHR5zgORqMRRqMRFRUVCIfD8Hg86O3thcPhgMlkkgNOx6uAU4hBjK6uLng8HtTX16O8nF22LBfMZjOee+45PProozjnnHOgVqsxa9YsPPTQQ6isrMTKlSuxbt06eX+vXbsWc+fOzXWzyRjWGxssC9kR9SIcjULws6fD6VWMqh+icplVw/6O0KuU2fH1fcpKBNo0JUWDjJKe7kj6CiOcSo1SAN6YBmKUw0BU2VaBUQmjNzz0G+O+kLISQtryq0FlJQ2esXZUZFdH0Kv1kIo0dAeBaBBQcezbVotGWTnGolbu174wu+xDlFGO0OZRVlfwM6qbAIA3pmyXL6w8VlY+JB8DQeQAIeHfKVhVS1jrAYCGUSGHVYkkXdWRuFd5DMSw8j25oLK6AwAIdicElQaoB4R2F7h4FPFu5br9B9jTnrvdynu/fQPK67I1wP7b7Y4olxsYJWnTlU9lHdeYyAF6NYoAtLqLgFCaOsEA2oPKY+2KKPe1W3lJAGCnLDjiVa5sULO3v1+n3K5WH/tYDUS00BytBvS1R0A0KMAe9CvWi4BdTqiUUaUpJij3H8+xrxUVpzzWrLLQDWon8/VmoUexTK1Rg+PUQN1geVVOjLFOfwCA8A1lNRPWuiodu/18T3JZZZUh+w/xyD9RIKPADKXze7ygRmJOjVwGNURRRF9fH5xOJxoaGmA0skvYFSqn04mBgQE0NjbCYDAgGAzC4/Ggs7MTgiDInepMTIHINqfTid7eXtTX1+flceM4Dnq9Hnq9Xg5qeL1euFwudHZ2ykENs9kMjSb5j1UhBjG6u7sxMDCAuro6VFRU5LpJCqeccgq2bNnC/N2iRYuSppYQQgghhJAUfIamlhRYn+NYKJAxxg01qKFWq5MShY52UEMarSDN5dfr9aP6edkkiiJ6e3vhdrvR0NAAg2HwqY40WqCysjKjUyCyrb+/H319fXkbxGDR6XTQ6XQoKytDNBqF1+vFwMAAurq6YDAY5KBSIBAouCBGT08P3G43amtrUVlZmesmEUIIIYQQMuookHESSQ1qSIlCfT4fYrEY3G53VoIaoijC4XAgFAqhsbERWm36obKFJjVAw6oekzoFIhQKwev1oqenBw6HIymocbwpENnW19eH/v7+pABNodFoNCgpKUFJSQlisRi8Xq+8/wHAarVCrVZDFMW8n/7T29sLl8uFmpoaVFVV5bo5hBBCCCFkNHBchpJ95ve97XBQIOMkpdFoUFFRgYqKiiEFNSwWS9qyosMhCALa29sRj8fR2NgoVzEYC0RRRGdnJwKBwJADNBzHwWAwwGAwoLy8XJ4C0dfXJ0+BKCoqynlQQ5oG5HK5xtQIGrVajeLiYnAch0AggJKSEkQiERw+fBgajUYeqZGJcz/Tenp64HQ6UVVVherq6lw3hxBCCCGEjBaeYydUOZH3GSPGTi+SnLBsBTVisRja2trA8zwaGhrybrTBSEhlL8PhMBobGxV5F4YiMa9DYlCjv79fTlYpBTWyGQBKnCqTbpRJIWMlLRUEAT6f75gldXOpt7cX/f39qKysRG1tbU7bQkih6UEbAKCDO4QgF0Y43she0aNMmuuNKv9uaXh2YFfHK5MNxkXl0zQtz06qx0rs+aVPuUy6J1VF1TgTwAGvHvFQDJ6o8nuK9c3V5le2EwBUjJXbAsoEgpo0WfQ7RWWyPhUjWWo6pWENtEc3zh2OIxKOo0jDvm9wRpTvy2rVQIz9+oig3NhSv3LqpCdNss/ukHK5jmckRYzzEI++h9NnBBeOAgB6GUlI/YzElCqOPeVRZBxCfbsyOaW+nH2uxbyMJPLVjASgDnYCxsiRIOKaODAbiNhDUEUjCPUr29/lYid0b/Mrt8vOSOzZnuZcFUTlulaNct2SEPta9ccZ1zUngosNJvsMxNQQY4CKY39+hJGv1s/IDToQYb8+KiiX9whexbKiCHskbFxQfi840Mf+rGAxdEeT5naGgggHYzjCH1KsFxEDzNc7oczDFfKx7kPYbeWgbGuUcf2pOthJgKujHsWyIr4TcbUGqANi+7ogxqJQR9nJWVnfC+wEoJ8xXw9vMPnnNElBSXZQIIMkOV5QIzWnxlCDGtFoFHa7HTqdDjU1NXmfB2I4RmuUSWJeh0gkwkxWabFYRjWoIYoienp64PF4xnQQIzUnBs/zciJcQRAQCATg9XrlkrqJiVqzHdSQcpRUVFSgrq4uq59NCCGEEEJygMtQss9MlHDNExTIIGmlC2r4/X45qOF0OqFSqeROHyuoEQ6HYbfbYTabUVVVlfOn2ZkUj8fR1tYGjuNGdZSJVqtFaWkpSktLEY1G4fF45GSVRqNR7lifyEiQdERRRFdXF/x+/5jLZQIMvToJz/NySd2qqio5qCFVn8lmotb+/n709PSgrKyMRmIQQgghhJCTFgUyyJAkBjVisVhS9RNp+onL5VIENQYGBtDT04Pi4mKUlZWNqSCGNFVGpVKhrq4ua6NMNBpNUlBDSlbZ3d2dVIFjJIGH1HwfmQyQ5IMTLbHKcRxMJhNMJhMqKyvlRK29vb2jnqjV6XSip6cHpaWlqK+vH1OjmgghhBBCSHoix0HMwGgKcQz1xSiQQYZNrVYnBTVYOTVcLhd2796NJ598Es8999yYC2IkTpWpra3N2bYdqwKHXq+X8zoMJ6iRWlWGghhs6RK1JuY0ydT0H5fLhe7ubpSUlKChoYGCGIQQQgghJxM+Q1NLxtA9JAUyyIio1WqUl5ejvLw8Kajx9ttvY/Pmzbj55pvB8zwOHjwol3TNxwoQwxGJRGC322E0GlFdXZ032yJV4CguLkYsFpOTVfb19UGr1cpBjWPluRBFER0dHYhEImOuqgwwGMTo6upKSuyZCamJWqWcJpmY/iO1ubi4GI2NjRTEIGSE+oMHAABdvn8gEAgiYGAnxRPwTcWykL9UscyiYX+nGhjZMi1qZVDZqmEnpfMxElOyEnjGj+YJVB9NjOmMcIiFOfSHlQkEWUkh7f6gcmEah/iDimUqsL/TemNfKpZxjKeJoshO6hcNnwG9avC990d6EApHEYgpE7ACQFRQtsGmVe6/jgA72aJRzRpBp/wbMRBLk9g0qDwuEUGZWHIgqgYXVWM8gK99JoihwWN/JKD8WxtgnBYqjn2uCSIjWWK3clvNnjDz9Z6Asq01Ebdimb5UmewVAHoPmSAcTXrY97URfFgDT0DZ1kNeM/P1XSHl9rOS0HYEIszXc5zyumJdK1qevf88jOOq4kSoYmpUATjo0yIeSv+395Ay/yR6glHlsrif+fo4lElYD4kfKZYZVcrvHwCwxSsVy+yxvzPXdWvqYOAH99dX/AEE+Qi6/P9Qtklg72uvTnkNRrXK80rtn8h8vU6lPNfUnPL6NarY54papfy+0LYOIH40EXDILkAVjcOg7We+XsVIzslK7MlKADq4bgoxc/eSZPjGVi+F5JQU1Hjrrbfw/PPP46GHHsLkyZPh8/kQj8flkRo8zxdsUEPK91FUVISKioq8bbtarYbNZoPNZkM8HofP54PH40F/f79cVlQKakjbIAgCOjo6EI1G0dDQQEGMEUjNaZI4/UcaKWOxWI6bPHVgYACdnZ2w2WxoamqiIAYhhBBCyMmIkn0qjK2eCsm5X//613j66aexZcsWfONoNDN1+gkrqGGxWPKirOWxBINBtLW1FVy+D5VKBavVCqvVKpcV9Xg8OHLkCNRqNYqKimAymdDX1wdBENDY2DimSuMC2Q1ipEqd/sMaKSMFNRLPKY/HA4fDAavVinHjxlEQgxBCCCHkZMVzGZpaUhj9l6GgQAbJqGnTpmHbtm1oamqSl6WbflJIQY1AIIC2tjaUlZWhtJQ9tK8QpJYV9fv9GBgYQH9/PziOg9VqRTgczrv9PxK5DGKkSh0p4/f75ZEyarUaBw8eRElJCSZPnoyuri5YLBaMHz+eghiEEEIIIYQkoEAGyahvpJlTJhlOUEPqcOe6U+3z+dDe3o6qqirYbLactSPTeJ6H0WiE0+mEwWBASUkJfD4f2trawPO8PFLAaDQWbFAjn4IYqRIr/EhBpVdffRW/+93voFarMXv2bFx55ZVZHY3xxRdf4JFHHsHevXuhVqsxa9Ys3H///aioqMCuXbuwYcMGHD58GFVVVbjtttuwYMGCrLSLEEIIIeSkRsk+FSiQQXKGFdRwu93wer2Ix+MYGBiA2+3OaVBDGt5fU1ODoqKirH1uNsTjcTloIZXzLCoqgiiK8Pv98Hq96OjoAAA5qGEymQomqJHPQYxUUuDolltuwYUXXoivv/4aX3zxBe677z5EIhHcdNNNuOWWW0a1DZFIBDfeeCOuvfZabN68GT6fD8uWLcMDDzyAdevWYenSpbjzzjuxcOFC7Nq1C8uXL0dTUxNmzJgxqu0ihBBCCCEkFQUySF5IDWpIIzNyGdSQOsJ1dXUwm9nZkwtVPB6H3W6HSqVCXV1d0hN/juNgNpthNptRVVWFQCAAr9eLzs5OiKIIs9mMoqIiGI3GvJ3yUEhBDInf70d7ezuKioqwcOFCqFQqrF27Fp999hmiUWX280wLBoO44447cPnll0OtVqOkpAQXXXQRfvnLX+K1115DY2MjFi9eDACYM2cOLrjgAmzfvp0CGaTgxOKeo/93IhrzIxBhf0d4jU7FsoCgDGgHYuzy1lrGPGSBUTRDy7OrduhY2fkZX7nho6tJH8dzg//FGW8biisb4AG7akmUU1YtcMVaFct4ZR7/wfcNHlEs4zjlbaeQpjpCV5ENBgwmRO7GIQQRhibGrpBiCiinfPoYVSs6AuzvUotGmReqiLHMxS76gZ6QsuqEnpFrKiqqocJg1ZKukBrxo0VAOhnVVKKM41eiY9/zaFhVHwIGxTJ3iJ1g2h1hnMMO5aKKkJf5+n6fEWJ0sA1OnxFcOAp/VHmsB6Ls/FuBuHK7AjHlDogIyv0MAIxVEYwp96k3TdWZfsZxFUQOagy2qzvEIRbkwLh8AAB2v7KaS7+o3Fe9fDvz9RzjGvL42hTLojr2tSqqlTsgEO5hrqvmdRDjg5VDAvF+BOIhRGJuxXqCwD7ZI4yqI2GNT7EsJLKrMbGOS1hgHP84+1jFGMujARWEo1+OsSAPIaKCboB9rfM9A8qFXuV+TXd3m1rNRAjwgLJA0+jgMpQjo0AeSA4FBTJI3lGr1SgrK0NZWVnOghpOpxO9vb0F1REeqlgsBrvdDq1Wi9ra2mPuN47jYDKZYDKZUFlZiWAwKAc1BEGQgxomkylvghqFGMQIBAJob2+HwWDAxIkT5WSrPM/jtNNOy0obrFYrFi5cCGCwDO/hw4fxyiuv4OKLL8a+ffswbdq0pPWnTp2KN998MyttI4QQQgg5qXFcZoIQFMggJDuGGtSQElWONKeDKIro6+uDy+VCQ0MDDAblE41CFovF0NraCr1ej5qammHtJ47jYDQaYTQaUVFRgVAoJJcUjcViclDDbDbnLKhRiEEMqRqOTqfDpEmTcl72tqOjAxdeeCHi8TgWLVqEZcuWYcmSJZgyZUrSejabDU6n8ok1IYQQQggho40CGaRgJAY14vG4nCjU6/VCEIQRBzVEUURPTw88Hg8aGhqg1yuHzxWyaDQKu90Og8GA6urqEY1g4TgOBoMBBoMB5eXlCIfD8Hg86O3thcPhgNlshsVigdlszlop10INYkijY5qbm3MexACA2tpa7N27F62trVizZg3uueeetOdKoeRLIYQQQggpaDwP8GnmNw33fY6hvb0d69atw6effgqDwYArrrgCd911V96MvE6U+7tmQk6ASqVSBDXcbjc8Ho8iqCFNPzlWUEMURXR1dcHv96OxsRFaLXvOc6GKRCKw2+0wmUyoqqrKaAeU4zjo9Xro9XpUVFTIQY3+/n50dnbCZDLJyUJHK6hRiEGMUCiEtra2vApiSDiOQ1NTE1asWIGrrroK5513Htxud9I6LpcLJSUluWkgISdAEAbnkTc01AMAJk2ahGAwCIO2mrl+ub5SsaxKLFYsKzGxg94WjfJ7VmdUzvFXadlzuTVx5felxa/MhaA/Oj1epR9cv6jRgngojmhIecMbYeUSiLD/HsSgbBcv1CuXpcuRoUwbAI5TbpMgsOfSl5pqodcPbu+48dUIhaKoAvs7p1xrVSwzMb5S4yH2ZxnVjBwZZsZ2sdN5QGTsWKtR+XqTRoRKN9gwU0MR4uHB9pT6le/JypGRLl2XXqM81rxBeV5yafKxqKPK80owKu+DIlb2uS5qLRC1g9sl1hQDkRi4mHKfGvzsUa4WRj6Tcq9ym1QR9ueX6ZW5PzSMw2c2pjnXGcdVFAGVbnAbbI0WxMPxtDkyqn3Kdhmh3Kdmjn3+cVC2yxgYr1im09qYrzeryhXLrEFl3goAMOkroT+6v8ZNqEUoFEZZQLkD0uWu0WvLFMuKdcrv0BoovysBoJTxkNBsVm6/Vs/+XhQsygs7XKKDoBlcHi4vAx+NQWVj51NRGRgXkY6Re0dk30sKgeQTKxQa/Fn6+zKqspAjQxRF3HrrrZg4cSLef/999PX14eabb0ZZWRluuOGGkX92hnGiKGYgtENIfkgNaoiiCJ7nIYpi2qCGKIpwOBwIhUJoaGiARsNOJlaoIpEIWltbYbFYUFlZmdWn6JFIBB6PB16vF6FQKCmokamOeyEGMcLhMFpbW6FWqzF58uS8OOc++ugjrFq1Cjt37pSPzWeffYarr74a9913H1555RW8+uqr8vq33norysvLsW7dulw1mZBh6e/vx5EjR3LdDEIIIWNMU1MTSkuVSYczIRAIYP/+/Wie5IXROPKASSDA48uDFpxyyikwGo1Jv9u9ezcWLVqEXbt2wWazAQBeeuklbNmyBW+99daIPzvT8ucRICEZkDpSQ8qpIY3U8Hg8GBgYkIMaGo0GL7/8MubNm4dx48bl1VPxTAiHw7Db7SgqKkJFRUXWpwJotVr5eEQiEXi9XgwMDKCrqwtGo1EOapxoR156r0ILYkgVY5qbm/MiiAEMJu8MBoPYuHEjbr/9dgSDQTz99NOYOXMm5s+fj6effhpbtmzBokWL8P777+ODDz7Ayy+/nOtmEzJkVqsVTU1N0Ol0eTlElhBCSGERBAHhcBhWq3JUWMbxfPpyKsN9nzT27duH2tpaOYgBANOmTcORI0fg8/nyrorj2Oq1EZJApVKhtLQUpaWlzKBGV1cXHn/8cQiCgAULFiAcDkOlUo2Zef+hUAh2ux02mw3l5eU53y6tVisfj2g0Cq/XKycLNRgMsFgscnBpKAYGBtDZ2VlQQQxpig/HcWhubs6rKUxmsxnPPfccHn30UZxzzjlQq9WYNWsWHnroIZSWluLZZ5/F+vXrsXHjRtTU1GDjxo2KBKCE5DO1Wj1qT8wIIYScnLLVuZemsYzm+7hcLkVQRvrZ5XJRIIMka29vx0MPPYRPP/0UKpUK55xzDu6//35YrVbs378fP/nJT7Bv3z7YbDbccMMNeTk/qRCkBjXsdjtuv/126PV6LF++HH6/Hz6fTx6pYbFYYDKZct75P1FSEKO4uBjl5cq5k7mm0WhQUlKCkpISxGIxeL1eeDwe9PT0QK/Xy8cgXUd/LAQxdDrlnN5cO+WUU7Blyxbm72bOnIkdO3Zkt0GEEEIIIScxtVoNnudhb81cJUWe55mj0Aut30OBjBxbunQppk+fjj/84Q/w+/1YunQpHnvsMaxevRo333wzFixYgOeffx4HDx7EzTffjNraWlx44YW5bnZB6+/vx2233YZx48bhscceQzAYhNPplKufpE4/KbSghlQJo7S0FGVlyqRM+UatVqO4uBjFxcWIxWLw+XxyUEOn08nHQOr4F2IQQ6oYI4oimpubx1xFHEIIIYQQknlarRbTpk1DLMZOFnsi1Go182FhSUkJM7m79Lt8Q4GMHPJ6vZg+fTruvvtumEwmmEwmXHHFFXjhhRfwxz/+EdFoFHfddRdUKhVOPfVULFq0CNu2baNAxgj9x3/8B1paWrB+/Xqo1WoYDAaUlJQgHo9jYGCAGdQAAIvFAqvVmtdBjUAggLa2NpSXl+flF87xqNVq2Gw22Gw2xONxOajR19cHrVYLjUYDn89X0EEMgyFzEXVCCCGEEDK2abXarExHbmlpgcPhgMvlQnHxYOWZ3bt3Y+LEiXl5303ZrnLIYrFgw4YNSXN2HQ4HSkpKsG/fPkyZMiWpXOXUqVOxd+/eXDR1THnwwQexYcMGxZAqlUqFkpISTJw4ETNmzMC4ceNQVFQEjuMgiiJ8Ph/a29tx4MABdHR0wOfzIZ+K/vj9frS1taGioqIggxipVCoVrFYr6uvrMWnSJBiNRnn6T3d3N3p6ehAMBvPqGKSKxWKw2+2Ix+OYNGkSBTEIybH29nYsWbIEp556KmbPni3nSSo0f/rTn3DmmWfijjvuUPzu97//PS666CK0tLTg0ksvxV/+8pcctHD42tvbsXTpUpxxxhmYPXs2VqxYIT9I2L9/P773ve9hxowZOPfcc/Ff//VfOW7t0HzxxRe4/vrrMXPmTHz729/GsmXL0NPTAwDYtWsXFixYgJaWFsybNy+pKlShePjhhzF58mT550LepsmTJ2P69OloaWmR/1u/fj2Awt4uAHjmmWdw9tln47TTTsP111+PtrY2AIW5XR9//HHSMWppacH06dPl87AQtymfnHLKKZgxYwYefPBBeDweHDhwAJs3b8a1116b66YxUSAjj+zZswcvvvgili5dyky2YrPZ4Ha7C/KmK58MpTKJFNSYMGFCQQQ1pPZUVlbKEdSxxOfzwe12o6GhAc3NzSgvL5dHOnz11Vfo7u7Ou6BGahAjtcQVISS7RFHErbfeiuLiYrz//vv47//+b7z55pt44YUXct20Yfn5z3+OBx98EI2NjYrf7d27F/feey+WLVuGjz/+GNdddx1+/OMfo6urKwctHZ6lS5fCZrPhD3/4A3bs2IGvvvpKnv55880345vf/CZ27dqFp556Cs888wzefvvtXDf5mCKRCG688Uacfvrp+Otf/4o33ngDTqcTDzzwALq7u7F06VJcddVV+Oijj3Dfffdh9erV2L17d66bPWT79+9Pyps0FrZp586d2LNnj/zfmjVrCn67fv3rX+O9997Dtm3b8Mc//hHV1dX4r//6r4LdrtNPPz3pGO3Zswc/+tGPcPHFFxfsNuWbn/3sZ/B6vTjnnHNwww034Hvf+x6+//3v57pZTBTIyBOffvoplixZgrvuugvnnXde3k5dOBnle1DD6/Wivb0dVVVVSeWSxorUnBg8z6OoqAi1tbWYNGkSKisr5QSuhw4dQldXFwKBQE6DGrFYDG1tbYhGo3k7HI+Qk82ePXtw4MABrF69GlarFRMmTMDNN9+MrVu35rppw6LT6bB9+3ZmIOO3v/0tzj33XFxyySXQ6/VYuHAhmpub8z5Rb+pU24qKClxxxRX4+OOPk6bamkympKm2+SwYDOKOO+7AD37wA2i1WpSUlOCiiy7CoUOH8Nprr6GxsRGLFy+GwWDAnDlzcMEFF2D79u25bvaQCIKAdevW4frrr5eXFfo2pVPo2/X8889jzZo1qK2thdVqxYYNG7B27dqC3y6Jw+HACy+8gBUrVoyZbcq1qqoqbN68GZ999hn++te/4tZbb811k9KiQEYeeO+993DLLbfg/vvvx3XXXQcgfbKV4uJi8Meo/0tGV2pQY/z48WmDGu3t7fB6vaPaofZ4POjo6EBNTU12alhn2fESe/I8D4vFgpqaGjQ3N6O6uhqiKKK9vR0HDx5EZ2cn/H5/VoMa8XgcbW1tiEQimDRpUt6VqiLkZLVv3z7U1tYmBXynTZuGI0eOwOfz5a5hw7R48WJYLBbm7/bt24dp06YlLSuEaaljcaqt1WrFwoULoVarIYoivv76a7zyyiu4+OKLC/Y4SbZu3Qq9Xo/58+fLywp9mwBg48aNOPvss3H22WdjzZo18Pv9Bb1d3d3d6OrqQmtrKy688ELMmjULy5cvh8vlKujtSvTEE0/gyiuvRE1NzZjZJjJ01CPOsb/97W9YuXIlnnrqKVx22WXy8paWFhw4cCApQ+3u3bsxY8aMXDSTMKhUKhQXF6cNavj9fnR0dCQFNTI5Lcjj8cDhcKC2thZFRUUZe998MdzqJBzHwWw2o7q6GpMmTUJtbS04jkNHRwcOHjwIh8Mx6qNlEoMYEyZMoCAGIXmENWVT+lnKyl7oXC6XYmSe1WqF0+nMTYNO0FiaatvR0YHp06fjkksuQUtLC5YtW5Z2mwrhOPX19WHTpk144IEHkpYX8jYBkPPm7Ny5Ey+88AL+8Y9/4IEHHijo7erq6gLHcXj33Xexbds2/H//3/+Hjo4OrFmzpqC3S3LkyBG8++67uOmmmwAU/jlIho8CGTkUi8WwevVqrFixAmeddVbS784991yYTCZs3LgRfr8fH330EV5++eW8TbZysmMFNaxWqyKo8eWXX2YkqDEwMACHw4G6urq0T+YK2UhLrHIcB5PJhKqqKkyaNAl1dXXgeR6dnZ348ssv4XA4Mh5YisfjaG9vRygUkoNaBLjuuuvwyCOPJC3btGkTvve97+WoReRkdTJM2Uy3jYW07WNtqm1tbS327t2LnTt34uuvv8Y999xT0Mdpw4YNuPrqqzF+/Pik5YW8TQCwbds2XH311TCbzZgwYQLuvvtuvP7662lLXhbCdkWjUUSjUdxzzz0oLi5GdXU1br/9drz77rsFf7wA4Fe/+hXmzZsnJ7gfC9tEhocCGTn0j3/8A1999RV+8pOfKDLw9vb24tlnn8U//vEPzJ49G/feey9WrFiB8847L9fNJschBTXGjx+Pb3zjGxkParhcLnR1daG+vn5MPvEfaRAjFcdxMBqNqKqqwsSJE9HQ0ACVSoXu7m4cPHgQHR0d8Hg8IwpqSEGMYDAoH28y6LLLLsPvf//7pP379ttvJw1JJiQb0k3ZlH43FhQXFytGl7hcroLZvrE61ZbjODQ1NWHFihV4/fXXoVarmduU78dp165d2Lt3L374wx8qfldcXFyQ25ROXV0dBEEAz/MFu13S6KzEe8Xa2lqIoohoNFqw2yV566238H/+z/+Rfx5r5yA5vuOXbyCjZubMmThw4MAx13nppZey1BoyGnieR3FxMYqLiyEIAgYGBuByuTAwMABBEOD3++W52WazGVarVU5oyeJ0OtHb24v6+voxWQUj00GMVBzHwWAwwGAwoKKiAqFQCF6vF729vXA4HDCbzbBYLDCbzUnzsY9FEAR0dHTIQYyxmHB1JC666CL8+7//Oz788EPMnj0bbW1t+Oqrr3DxxRfnumnkJNPS0gKHwyF3goHBKZtjKSFvS0sLPv/886Rle/bswb/8y7/kqEVDlzjVNnGUaktLC7Zu3YpYLCZXHSuEqbYfffQRVq1ahZ07d8rtlgK6Z555Jl555ZWk9Qthm1599VV0dXXh3HPPBQB5quasWbOwZMkSvP7660nrF8I2AYMVWF577TWsWLFCXnb48GFotVqcf/75+N3vfpe0fqFsV2NjI8xmMz7//HOcffbZAAanOqnVapx//vmKJMCFsl0AcPDgQfT09OCMM86Ql7W0tBTkdUVOXGGEsgkZA6SgRupIDZ7n5ZEaDocj7UiN/v5+9Pb2oqGhYUwHMerq6rLSqZCCGhUVFRg/fjyampqg0+nQ39+PgwcPoq2tDW63G/F4PO17SEEMv9+PcePGURCDwWQyYe7cuXIt97feegtnnXUWPSEhWXfKKadgxowZePDBB+HxeHDgwAFs3rx5TE3ZXLhwIf7yl7/gjTfeQCgUwosvvgi73Y7vfve7uW7aMY3FqbZTp05FMBjExo0bEQwG4XQ68fTTT2PmzJmYP38+Ojo6sGXLFgSDQezcuRMffPABFi1alOtmH9PKlSvx1ltvYceOHdixYwc2b94MANixYwcuvfTSgtwmACgtLcVLL72ELVu2IBqN4vDhw3jyySdxzTXXYMGCBQW7XRqNBgsXLsRPf/pTdHV1obe3F5s2bcJll12G7373uwW7XcBg8Km6ujpptEmhXlfkxHFiLmsUEkIgCAI8Hg+cTic8Hg/i8bg8IkMURZjNZrz22mvQarX4/ve/D4PBkOMWZ15iECMfpsuEw2F4vV54PB6Ew2GYTCZYLBZYLJakJ2tSro1x48ZRx/wY/vznP2PZsmX461//isWLF+Pf/u3fcOmll+a6WeQk1NXVhbVr1+LDDz+EyWTC97///bwuLcfS0tICAPLcfek7ac+ePQAGp25t3LgRDocDEyZMwOrVqzFz5szcNHaIPvnkE1x77bXQarWK3+3cuROBQABr167F559/jtLSUtxyyy245pprctDS4dm/fz8effRR7N27F2q1GrNmzcKqVatQWVmJTz75BOvXr8fXX3+Nmpoa3H333Zg3b16umzws7e3tuOCCC+TRxYW8TR9//DF++tOf4ssvv0RxcTEuueQS3H777dBqtQW9XZFIBI888ghef/118DyPOXPmYNWqVTCbzQW9Xc8//zxef/11xWiZQt4mMnwUyCAkj6QGNWKxGF555RW8/fbbWL16NU455RRYrVaYzeaCmRt8PPkWxEgViUTkoEYwGMRLL72E8ePH41vf+hY0Gg0aGxtRVlaW62bmNUEQcN555+HHP/4xHn/8cfz5z38ekwE5QgghhBCSHZQjgxxTe3s7HnroIXz66adQqVQ455xzcP/998Pr9eKCCy5QPD1Zvnw5lixZkqPWFj6e52Gz2WCz2RCPx/HII4/gvffew7p161BTU4NAIIBAIABBEOScGoUc1Mj3IAYAaLValJaWorS0FNFoFM3NzXjjjTfwn//5n2hpacG//Mu/4MILL0R1dXXW2lRo1yXP85g/fz5++tOf4oILLqAgBiGEEEIIGREakUGOaf78+Zg+fTpWr14Nv9+PpUuXYsqUKVi6dGnScEKSWaIoYsOGDXI988bGRng8HjlRaOL0k0INahRCECOVIAjo7u6G2+2GwWDA3//+d7z99tv4+OOPceutt+JHP/pRVtpRiNfll19+ifnz5+O5557DOeeck+vmEEIIIYSQAkYjMkhaXq8X06dPx9133w2TyQSTyYQrrrgCL7zwApYuXZrr5o1pLpcLn332GX71q1+hvr4eAOSRGtL0EymoAaDgRmoUahCjp6cHbrcbdXV1qKysxNSpU3HttdfC6XRmrR2Fel26XC5UV1crEvkRQgghhBAyXBTIIGlZLBZs2LAhaZnD4UhKanjPPffgz3/+M3Q6HS699FIsW7YMGo0m200dc0pKSrBt2zbm7xKnnxRiUKNQgxi9vb1wuVyoqalBZWVl0u+zmeizEK/Lnp4ePPTQQ1iyZEnenIeEEEIIIaRw0R0lGbI9e/bgxRdfxNKlS6HVanHaaadh3rx5eO+99/DUU0/htddew6ZNm3LdzJOKFNQYN24cZsyYgQkTJsBms4HjOACDQY3Ozk4cOHAAbW1t8Hg8SSVds60QgxgA0NfXB6fTierq6qzmwhiKfL8uN2/ejAsvvBCnnnpq3pdLJIQQQgghhYFyZJAh+fTTT7F06VL8+Mc/xnXXXcdc51e/+hX+3//7f/jTn/6U5daRVIIgwOv1wul0MnNqmEwmWK1WWCyWrD0hL9QgRm9vL/r6+lBVVYXa2tpcNycJXZeEEEIIIeRkRFNLyHG99957uOeee7B27Vpcdtlladerq6uD0+mEKIryiACSGzzPw2q1wmq1KoIawOBIjWAwCIfDIQc1zGYzVCrVqLSnUIMYfX196OvrQ0VFRd4FMei6JIQQQgghJysKZJBj+tvf/oaVK1fiqaeeSkrSt2vXLuzZswe33HKLvOzw4cOora2lzlKeYQU1pJwagiAgGAwiGAwmjdTIZFCjUIMY/f396O3tRXl5ed4FMei6JIQQQgghJzPKkUHSisViWL16NVasWKGoNGCz2fD000/jjTfeQCwWw+7du/H888/THPg8JwU1mpqa0NLSgokTJ6K4uFieXhIIBNDV1YUvv/wSdrtdnpZyogo1iOF0OtHT04OysjLU1dXlVYJKui4JIYRk2jPPPIN//dd/Tfv7O+64AytXrsz453788cdoaWlBJBLJ+HsTQsY2ypFB0vrkk09w7bXXQqvVKn63c+dO7Nu3D08//TTsdjsqKiqwaNEi3HDDDXnV6SNDkzpSIxaLgeM4cBx3wiM1CjWI4XK50NXVhZKSEjQ2Nubd+UzXJSGEnHzmzJmD7u7upO/y8vJyXHjhhbj99tthNBpH9fPvuOMO6HQ6PPLII6P6OYQQMlQUyCCEJMlEUKNQgxhutxudnZ0oLi5GU1MTdf4JIYTkhTlz5uDmm2/GNddcAwAQRRFff/01li9fjlNPPRXr168f1c+nQAYhJN/QXTohJEnq9JNJkyahpKRkyNNPCjWIIbXbZrNREIMQQkhe4zgOEyZMwM0334x33nlHXu5wOPDDH/4Qp512Gs4991ysXbsWfr8fABAMBnHvvfdi9uzZOO200/C9730Pe/fuBQA8/fTTuPrqq+X3efnllzFnzhx861vfwk9+8pOk0u0rV67EHXfcIf8cDocxefJkfPjhhwCASCSCf//3f8esWbNwxhln4KabboLdbmdux4cffojJkycjHA5nbucQQk4KdKdOCEmL53kUFRUNKajR2tqKbdu2YfPmzQUZxHA4HLBarRg3bhwFMQghhBSESCSSlMz5zjvvRF1dHf7617/id7/7HVpbW/HYY48BAF544QX09fXhnXfewUcffYTzzjsPa9asUbzn119/jbVr12LVqlXYtWsXpk6divfff3/Ibdq0aRO+/PJLvPrqq/jggw/Q3NyMH/3oR0nBEEIIGSm6WyeEDMnxghrvvvsunnjiCTQ2NqK/vx9ut3tEiUKzxePxwOFwoKioCOPHj6cgBiGEkLwnCAK++OIL/PznP8f8+fMBAF988QV2796Ne+65BwaDAaWlpbjtttvw6quvAhisxqXRaKDX66HRaPDDH/4Qr7zyiuK93333XUyePBlz586FVqvFwoULUVNTM+S2bd26FUuXLkVlZSX0ej2WL18Ou90uj/4ghJBMoPKrpOB98cUXeOSRR7B3716o1WrMmjUL999/PyoqKrBr1y5s2LABhw8fRlVVFW677TYsWLAg100ueFJQo6ioCIIgYPv27Xjuuedw9913Y9q0aQgGgwiFQujs7ITRaITVaoXFYslYSddM8Xq9cDgcsFgsmDBhAgUxCCGE5K0HH3wQDz/8MIDBQIZer8e//uu/4tZbbwUAtLW1IR6PY+bMmUmvi8fjcDqduOGGG3DTTTfh3HPPxTnnnIO5c+di7ty5is/p7u5WBC4aGhqG1MaBgQG43W784Ac/SBopIggCOjs7MWPGjGFtMyGEpEOBDFLQIpEIbrzxRlx77bXYvHkzfD4fli1bhgceeADr1q3D0qVLceedd2LhwoXYtWsXli9fjqamJvpDmkFvvPEGNmzYgE2bNuHMM8+Ez+eDy+WC2+2GIAh5G9Tw+Xzo6OiAyWSiIAYhhJC8t3r1ajnZ55///Gf8+Mc/xuWXXw6NRgNgMG+G0WjE3//+97Tv8dprr+Gjjz7C+++/jwceeAC///3v8eSTTyatwyqFeqxpIYl1A6S/pS+99BJaWlqGvG2EEDJcdOdOClowGMQdd9yBH/zgB9BqtSgpKcFFF12EQ4cO4bXXXkNjYyMWL14Mg8GAOXPm4IILLsD27dtz3ewx5b//+7/x9NNP4+yzz5ZHajQ2NsrTT0pLS+WgRTAYRHd3t5xTI1fTT3w+H9rb22E0GjFx4sScB1UIIYSQ4Tj77LNxwQUXYM2aNXIgoaGhAYFAAG1tbfJ60sMFAPD7/YjH45g9ezZWrlyJ3/zmN3jzzTcxMDCQ9N4VFRXo6upKWtba2ir/W6fTIRqNyj93dnbK/7ZYLLDZbPjyyy+TXt/e3j7CLSaEkGQUyCAFzWq1YuHChVCr1XIpsldeeQUXX3wx9u3bh2nTpiWtP3XqVJqjmWFbt27F2WefrVieGNSYPn06mpubjxvUiMVio97eQCCAjo4OGAwGTJo0iYIYhBBCCtKqVavwxRdfYNu2bQCA5uZmnHbaaXj44Yfhcrng8Xiwbt063HvvvQCA2267DY8++ih8Ph8EQcBnn30Gm80Gi8WS9L7nnnsu9u/fjz/84Q+IRCL49a9/jZ6eHvn348aNw+eff45gMAhBEPDLX/4y6W/p9773PTz77LP46quvEI1GsWXLFlx11VUIBoNZ2CuEkJMFBTLImNDR0YHp06fjkksuQUtLC5YtWwaXywWr1Zq0ns1mg9PpzFErT148z8NischBjcmTJyuCGj09PTh48CBaW1vhcrlGJagRDAbR1tYGvV5PQQxCCCEFraysDHfeeScef/xxdHd3AwA2btwIQRAwZ84czJkzB9FoFI888giAwRwb7e3tOP/88zFz5kxs2bIFmzZtUkyt/MY3voHVq1fjJz/5Cb797W/jwIEDuOSSS+RRGFdeeSUmTpyIefPm4fLLL8dZZ50FvV4vj7D80Y9+hLPOOgvf//73cfrpp2Pnzp34+c9/DoPBkMW9QwgZ6zgxcWIbIQVMFEW0trZizZo1qKiogMvlwuTJk+UnEQDwm9/8Bs888wz+8Ic/5LClRCIIAgKBAPr7+zEwMIBoNAqO48DzPOLxOAwGg5xTQ60eWUqfYDAIu90OnU6H5ubmEb8fIYQQQkbmww8/xOLFi7Fnzx5otdpcN4cQUkDoTp6MGRzHoampCStWrMBVV12F8847D263O2kdl8uFkpKS3DSQKPA8D7PZDLPZLAc1nE6nnDsjFAohEomgq6trREGNUCiEtrY2aLVaTJo0iYIYhBBCSB6w2+0wGo0UxCCEDBtNLSEF7aOPPsLcuXOTpiFImbXPPPNMfP7550nr7969myqW5CkpqNHQ0CBPPykrK5OHvIZCIfT29uLgwYM4cuTIkKefhEIh2O12qNVqNDc3y9ndCSGEEJI7zzzzDB588EEsWbIk100hhBQgmlpCCprP58NFF12EBQsW4Pbbb0cwGMSKFSsQDAbx1FNP4cILL8Rtt92GRYsW4f3338eKFSvw8ssvY8qUKbluOhmi1JEaw5l+Eg6H0draKgcx6IkPIYQQQgghhY8CGaTg7d+/H48++ij27t0LtVqNWbNmYdWqVaisrMQnn3yC9evX4+uvv0ZNTQ3uvvtuzJs3L9dNJidICmq4XC643W5EIhFFUMPr9aKiogI2mw12ux08z2Py5MkUxCCEEEIIIWSMoEAGIaQgpQtq/PKXv8Tbb7+NyZMn48wzz8Q111yDurq6rLevvb0dDz30ED799FOoVCqcc845uP/++2G1WrF//3785Cc/wb59+2Cz2XDDDTfghhtuyHobCSGEEEIIKUQUyCCEFLzUoEZXVxc+/vhj7N69G3v27ME3v/lNLFq0CJdeemnW2jR//nxMnz4dq1evht/vx9KlSzFlyhSsXr0a8+bNw4IFC/DjH/8YBw8exM0334yHHnoIF154YdbaRwghhBBCSKGi1P2EkIKXWP2ktrYWjY2NOPvss2EwGNDd3Y23334bX375Zdba4/V6MX36dNx9990wmUwwmUy44oor8MILL+CPf/wjotEo7rrrLqhUKpx66qlYtGgRtm3bRoEMQgghhBBChoACGYSQMYXneRQVFck/V1ZW4t/+7d+y2gaLxYINGzYkLXM4HCgpKcG+ffswZcoUqFQq+XdTp07Fb37zm6y2kRBCCCGEkEJF5VcJyYIvvvgC119/PWbOnIlvf/vbWLZsGXp6evDhhx9i8uTJaGlpSfrvzTffzHWTSQbt2bMHL774IpYuXQqXywWr1Zr0e5vNBrfbLZcOJoQQQgghhKRHgQxCRlkkEsGNN96I008/HX/961/xxhtvwOl04oEHHgAA1NbWYs+ePUn/XXzxxbltNMmYTz/9FEuWLMFdd92F8847DxzH5bpJhBBCCCGEFDQKZBAyyoLBIO644w784Ac/gFarRUlJCS666CIcOnQo100jo+y9997DLbfcgvvvvx/XXXcdAKCkpARutztpPZfLheLiYvA8fSUTQgghhBByPHTXTMgos1qtWLhwIdRqNURRxNdff41XXnlFHnUhVbQ444wzMG/ePPziF78AFRMqfH/729+wcuVKPPXUU7jsssvk5S0tLThw4ABisZi8bPfu3ZgxY0YumkkIIYQQQkjBoUAGIVnS0dGB6dOn45JLLkFLSwuWLVsGs9mM5uZmLF68GB988AHWrVuHTZs2Yfv27bluLhmBWCyG1atXY8WKFTjrrLOSfnfuuefCZDJh48aN8Pv9+Oijj/Dyyy/j2muvzVFrCSGEEEIIKSycSI9+CckaURTR2tqKNWvWoKKiAhs3blSs89hjj+Fvf/sbtm7dmoMWkkz45JNPcO2110Kr1Sp+t3PnTgQCAaxduxaff/45SktLccstt+Caa67JQUsJIYQQQggpPBTIICQH9uzZg6uuugq7du1CSUlJ0u9+/etf4xe/+AXefffdHLWOEEIIIYQQQvIXTS0hZJR99NFHmDt3blJOBKnM5ocffoht27YlrX/48GHU19dntY2EEEIIIYQQUigokEHIKJs6dSqCwSA2btyIYDAIp9OJp59+GjNnzoRer8cjjzyC//3f/0UsFsNf/vIXbN++nfIlEEIIIYQQQkgaNLWEkCzYv38/Hn30UezduxdqtRqzZs3CqlWrUFlZiW3btuEXv/gFuru7UVdXhyVLluDyyy/PdZMJIYQQQgghJC9RIIMQQgghhBBCCCEFg6aWEEIIIYQQQgghpGBQIIMUlG3btuE73/kOQqEQAKC/vx8zZ87EO++8k+OWEUIIIYQQQgjJBgpkkIJy9dVXo6amBps3bwYA/Md//AfOPPNMzJs3L8ctI4QQQgghhBCSDRTIIAWF4zisX78eL774Inbu3Il3330Xa9asyXWzxqSHH34YkydPln/etWsXFixYgJaWFsybNw+vvvpqDltHCCGEEEIIOVlRIIMUnPHjx+O6667D8uXLcffdd6O8vDzXTRpz9u/fjx07dsg/d3d3Y+nSpbjqqqvw0Ucf4b777sPq1auxe/fuHLaSEEIIIYQQcjKiQAYpSB0dHTAYDDh8+HCumzLmCIKAdevW4frrr5eXvfbaa2hsbMTixYthMBgwZ84cXHDBBdi+fXvuGkoIIYQQQgg5KVEggxScXbt24f3338dLL72ErVu3Yu/evblu0piydetW6PV6zJ8/X162b98+TJs2LWm9qVOn0r4nhBBCCCGEZB0FMkhBCYfDWLduHe655x5MmTIFN998M1avXo1YLJbrpo0JfX192LRpEx544IGk5S6XC1arNWmZzWaD0+nMYusIIYQQQgghhAIZpMD853/+J8rKyvDd734XALBkyRIEg0E8//zzuW3YGLFhwwZcffXVGD9+fNJyjuOY66dbTgghhBBCCCGjRZ3rBhAyHHfddVfSz1qtFm+99VaOWjO27Nq1C3v37sXDDz+s+F1xcTHcbnfSMpfLhZKSkiy1bnT86U9/wr333otZs2bhiSeekJe/8sorWLVqFTQaTdL6v/rVrzBjxoxsN5MQQgghhBCSgAIZhBAAwKuvvoquri6ce+65AABRFAEAs2bNwpIlS/D6668nrb979+6C7tT//Oc/x/bt29HY2Mj8/emnn44XX3wxy60ihBBCCCGEHA9NLSGEAABWrlyJt956Czt27MCOHTuwefNmAMCOHTtw6aWXoqOjA1u2bEEwGMTOnTvxwQcfYNGiRTlu9YnT6XTHDGQQQgghhBBC8hONyCCEAACsVmtSQk8pgWpVVRUA4Nlnn8X69euxceNG1NTUYOPGjZgyZUpO2poJixcvPubvOzs7cd111+Hzzz9HRUUFfvCDH+Cyyy7LUusIIYQQQggh6VAggxDCVFdXhwMHDsg/z5w5Ezt27Mhhi7KnpKQETU1NWLZsGSZNmoR3330XK1asQEVFBWbPnp3r5hFCCCGEEHJSo0AGIYSkOP/883H++efLP1966aV45513sH37dgpkEEIIIYQQkmOUI4MQQoagrq4OfX19uW4GIYQQQgghJz0KZBBCSIqtW7cqyvoePnwY9fX1OWoRIYQQQgghREKBDEIISRGLxbB+/Xrs378f0WgUr7/+Oj744ANcc801uW4aIYQQQgghJz1OFEUx140ghJBsa2lpAfDP6ixq9WDKoD179kAURfzf//t/sX37drhcLowbNw7Lli3Deeedl7P2EkIIIYQQQgZRIIMQQgghhBBCCCEFg6aWEEIIIYQQQgghpGBQIIMQQgghhBBCCCEFgwIZhBBCCCGEEEIIKRgUyCCEEEIIIYQQQkjBoEAGIYQQQgghhBBCCgYFMgghhBBCCCGEEFIwKJBBCCGEEEIIIYSQgkGBDEIIIYQQQgghhBQMCmQQQgghhBBCCCGkYFAggxBCCCGEEEIIIQWDAhmEEEIIIYQQQggpGBTIIIQQQgghhBBCSMH4/wG+VWsH0GXkVwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 1100x1100 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Final output shapes:\n",
      "            angles: (8, 76, 7, 2, 1)\n",
      "            frames: (8, 76, 4, 4, 1)\n",
      "   final_positions: (76, 37, 3, 1)\n",
      "     position_mask: (76, 37, 1)\n",
      "pseudo_beta_positions: (76, 3, 1)\n"
     ]
    }
   ],
   "source": [
    "calculated_rmsd, ca_positions_rotated = align(ca_positions.numpy(), ref_coords_ca)\n",
    "print(f\"RMSD: {calculated_rmsd}\")\n",
    "fig = plt.figure(figsize=(11, 11))\n",
    "ax1 = fig.add_subplot(2, 2, 1, projection=\"3d\")\n",
    "ax1.plot(ca_positions_rotated[:, 0], ca_positions_rotated[:, 1], ca_positions_rotated[:, 2], color=\"tab:blue\", linewidth=2)\n",
    "ax1.scatter(ca_positions_rotated[:, 0], ca_positions_rotated[:, 1], ca_positions_rotated[:, 2], s=12, color=\"black\")\n",
    "ax1.set_title(\"Predicted ubiquitin CA trace\")\n",
    "ax1.set_xlabel(\"x\")\n",
    "ax1.set_ylabel(\"y\")\n",
    "ax1.set_zlabel(\"z\")\n",
    "ax1.set_aspect(\"equal\")\n",
    "\n",
    "ax2 = fig.add_subplot(2, 2, 2)\n",
    "im = ax2.imshow(ca_distances, cmap=\"magma_r\")\n",
    "ax2.set_title(\"Predicted CA distance map\")\n",
    "ax2.set_xlabel(\"Residue j\")\n",
    "ax2.set_ylabel(\"Residue i\")\n",
    "fig.colorbar(im, ax=ax2, shrink=0.8, label=\"Angstrom\")\n",
    "plt.tight_layout()\n",
    "\n",
    "ax1 = fig.add_subplot(2, 2, 3, projection=\"3d\")\n",
    "ax1.plot(ref_coords_ca[:, 0], ref_coords_ca[:, 1], ref_coords_ca[:, 2], color=\"tab:blue\", linewidth=2)\n",
    "ax1.scatter(ref_coords_ca[:, 0], ref_coords_ca[:, 1], ref_coords_ca[:, 2], s=12, color=\"black\")\n",
    "ax1.set_title(\"True Ubiquitin CA trace\")\n",
    "ax1.set_xlabel(\"x\")\n",
    "ax1.set_ylabel(\"y\")\n",
    "ax1.set_zlabel(\"z\")\n",
    "ax1.set_aspect(\"equal\")\n",
    "\n",
    "\n",
    "ax2 = fig.add_subplot(2, 2, 4)\n",
    "im = ax2.imshow(ref_dmap, cmap=\"magma_r\")\n",
    "ax2.set_title(\"X-ray structure CA distance map\")\n",
    "ax2.set_xlabel(\"Residue j\")\n",
    "ax2.set_ylabel(\"Residue i\")\n",
    "fig.colorbar(im, ax=ax2, shrink=0.8, label=\"Angstrom\")\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "\n",
    "print(\"Final output shapes:\")\n",
    "for key, value in outputs.items():\n",
    "    print(f\"{key:>18}: {tuple(value.shape)}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ca1a8465",
   "metadata": {
    "id": "3b346d9c"
   },
   "source": [
    "---\n",
    "## Summary: How Information Flows Through AlphaFold\n",
    "\n",
    "```\n",
    "Input Sequence + MSA\n",
    "     │\n",
    "     ▼\n",
    "┌─────────────────┐\n",
    "│  InputEmbedder   │  → MSA rep (m) + Pair rep (z)\n",
    "└────────┬────────┘\n",
    "         │\n",
    "     ┌───┴───┐\n",
    "     │       │  ×48 blocks (recycled 3×)\n",
    "     ▼       ▼\n",
    "┌────────┐ ┌────────────┐\n",
    "│MSA     │ │Pair Stack  │\n",
    "│Stack   │ │• TriMul    │\n",
    "│• RowAtt│→│• TriAttn   │  ← Triangle operations enforce\n",
    "│• ColAtt│ │• Transition│    geometric consistency\n",
    "│• OPM  →│ └────────────┘\n",
    "└────────┘\n",
    "     │\n",
    "     ▼\n",
    "┌─────────────────┐\n",
    "│ Structure Module │  → 3D coordinates\n",
    "│ • IPA (×8)       │    (frames refined iteratively)\n",
    "│ • Backbone Update│\n",
    "│ • Angle Predict  │\n",
    "└─────────────────┘\n",
    "     │\n",
    "     ▼\n",
    "Predicted Structure\n",
    "```\n",
    "\n",
    "**Key Intuitions:**\n",
    "1. **Linear networks** project features into different subspaces (Q, K, V projections, pair biases)\n",
    "2. **Attention** lets the model learn which positions/sequences to focus on\n",
    "3. **Triangle operations** enforce that pairwise distances must be self-consistent  \n",
    "4. **IPA** reasons in local coordinate frames — geometry-aware attention\n",
    "5. **Recycling** gives the model multiple passes to refine its prediction\n",
    "\n",
    "\n",
    "**Alphafold 2 is a landmark architecture, but it is not the last word in folding.**  \n",
    "Many newer models build on these ideas with different twists, but the core principles of attention, geometric reasoning, and iterative refinement remain central to modern structure prediction."
   ]
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    "Additional resources I found helpful:\n",
    "\n",
    "Websites:\n",
    "- https://slideslive.com/38969377/highly-accurate-protein-structure-prediction-with-alphafold\n",
    "- https://2024.igem.wiki/aachen/education\n",
    "- https://jalammar.github.io/illustrated-transformer/\n",
    "- https://fabianfuchsml.github.io/alphafold2/\n",
    "- https://www.ebi.ac.uk/training/online/courses/alphafold/\n",
    "- https://predictioncenter.org/casp15/index.cgi\n",
    "- https://www.rcsb.org/docs/additional-resources/structure-prediction\n",
    "- https://www.ebi.ac.uk/training/online/courses/alphafold/inputs-and-outputs/evaluating-alphafolds-predicted-structures-using-confidence-scores/pae-a-measure-of-global-confidence-in-alphafold-predictions/\n",
    "- https://play.fold.it/\n",
    "\n",
    "Other papers:\n",
    "- Alphafold 1 paper: \"Improved protein structure prediction using potentials from deep learning\"\n",
    "- AlphaFold 2 paper: \"Highly accurate protein structure prediction with AlphaFold\"\n",
    "- OpenFold paper: \"OpenFold: Accelerating and democratizing open-source protein folding\"\n",
    "- Protein Structures from Distance Inequalities\n",
    "- RGN paper: \"End-to-end differentiable learning of protein structure\"\n",
    "- RGN2 paper: \"Single-sequence protein structure prediction using a language model and deep learning\"\n",
    "- \"Accurate Protein Structure Prediction by Embeddings and Deep Learning Representations\"\n",
    "- Mutual Information vs Direct Information MSA \"Protein 3D Structure Computed from Evolutionary Sequence Variation\"\n",
    "- \"Assessing the utility of coevolution-based residue–residue contact predictions in a sequence- and structure-rich era\"\n",
    "- \"SimpleFold: Folding Proteins is Simpler than You Think\"\n",
    "- lDDT: \"lDDT: a local superposition-free score for comparing protein structures and models using distance difference tests\"\n"
   ]
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