scripts/hello_evo.ipynb

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        "# 🧬 + 🤖 **Hello Evo**: From DNA generation to protein folding\n",
        "\n",
        "\n",
        "Evo is a 7B long-context biological foundation model that generalizes across the fundamental languages of biology: DNA, RNA, and proteins. It is capable of both prediction tasks and generative design, from molecular to whole genome scale (generating over 650k tokens). We trained Evo at a single-nucleotide (byte) resolution, on a large corpus of prokaryotic and phage sequences covering 2.7 million genomes.\n",
        "\n",
        "Evo is based on the [StripedHyena](https://www.together.ai/blog/stripedhyena-7b) architecture to enable modeling of sequences at byte-level resolution with near-linear scaling of compute and memory relative to context length.\n",
        "\n",
        "Learn more about Evo here:\n",
        "- 📄 [Preprint](https://www.biorxiv.org/content/10.1101/2024.02.27.582234v1)\n",
        "- 🌐 [Blog](https://arcinstitute.org/news/blog/evo)\n",
        "- 💽 [GitHub](https://github.com/evo-design/evo)\n",
        "- 🎨 [Generate DNA in the Browser](https://api.together.xyz/playground/language/togethercomputer/evo-1-131k-base)\n",
        "- 🤗 [Checkpoint](https://huggingface.co/togethercomputer/evo-1-131k-base)\n",
        "\n",
        "\n",
        "## 👉 Before you start:\n",
        "We will use the [Together AI API](https://docs.together.ai/docs/quickstart) to generate DNA with Evo.\n",
        "To run this colab, you will thus need to set up an account with Together AI:\n",
        "[www.together.ai](https://www.together.ai/).\n",
        "Don't worry, you will get some free compute credits when signing up!\n",
        "\n",
        "🖖 If you don't want to sign up, we also provide a script demonstrating the process from DNA generation to protein folding using our model checkpoints hosted on HuggingFace and only local hardware: [github.com/evo-design/evo/scripts/generation_to_folding.py](https://github.com/evo-design/evo/blob/main/scripts/generation_to_folding.py)\n",
        "\n",
        "*This colab was created by [Armin Thomas](https://athms.me) in Feb. `24.*"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "AX0F2adA9j8P"
      },
      "source": [
        "# 1. Installs and Dependencies"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "pBbWoZmZ4ncF"
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      "source": [
        "# Before we begin, we need to install prodigal, which we will use later\n",
        "# to predict protein-coding genes from our generated DNA sequences.\n",
        "# We install prodigal through conda, which might take a few minutes...\n",
        "!pip install -q condacolab # -> condacolab allows us to install with conda\n",
        "import condacolab\n",
        "condacolab.install()\n",
        "!conda install -c bioconda prodigal"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "gi7qnLwa1xVK"
      },
      "outputs": [],
      "source": [
        "# We also need to install a few more python dependencies:\n",
        "# ...this might also take a few minutes...\n",
        "!pip install together accelerate biopython biotite py3Dmol"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {
        "id": "nxooR1LM2Umv"
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      "outputs": [],
      "source": [
        "# Ok, we are ready to begin and import all tools we will use in this colab:\n",
        "import os\n",
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "import torch\n",
        "import py3Dmol # -> used to visualize protein structures\n",
        "import together # -> to call the API\n",
        "# ↓ Tools to process DNA and protein data\n",
        "import biotite.structure.io as bsio\n",
        "from Bio import SeqIO\n",
        "from Bio.Seq import Seq\n",
        "from Bio.SeqRecord import SeqRecord\n",
        "# ↓ To load ESMFold from HuggingFace, which we use to predict protein foldings\n",
        "from transformers import (\n",
        "  AutoTokenizer,\n",
        "  EsmForProteinFolding,\n",
        "  set_seed\n",
        ")\n",
        "\n",
        "# Let's also enable TensorFloat32 computation for some speedups:\n",
        "torch.backends.cuda.matmul.allow_tf32 = True"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "aFS6p4_EopVr"
      },
      "source": [
        "# 2. Setting up the API and your prompt"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {
        "id": "jWMftPgo0n6Z"
      },
      "outputs": [],
      "source": [
        "# We begin by setting some key variables for our code:\n",
        "\n",
        "# 1. Together API key:\n",
        "# You can find your API key under Settings -> API keys @www.together.ai\n",
        "TOGETHER_API_KEY = '' # <- insert your key here!\n",
        "assert len(TOGETHER_API_KEY)>0, 'Please provide a Together API key.'\n",
        "\n",
        "# 2. Key arguments for generating DNA with Evo:\n",
        "evo_name = 'togethercomputer/evo-1-131k-base' # -> base model with 131k context\n",
        "# the model with 8k context is called by: 'togethercomputer/evo-1-8k-base'\n",
        "\n",
        "# Our prompting scheme follows \"Greengenes-style lineage strings\",\n",
        "# which concatenate all taxa starting with the most ancestral and ending\n",
        "# with the most current, separated by semicolons. A single character\n",
        "# prefix is also added to each taxon indicating its rank.\n",
        "# For more information, see:\n",
        "# https://github.com/qiyunzhu/woltka/blob/main/doc/hierarchy.md#3-lineage-strings---lineage\n",
        "prompt = (\n",
        "  \"|\" # -> start prompt\n",
        "  +\"d__Bacteria;\"\n",
        "  +\"p__Pseudomonadota;\"\n",
        "  +\"c__Gammaproteobacteria;\"\n",
        "  +\"o__Enterobacterales;\"\n",
        "  +\"f__Enterobacteriaceae;\"\n",
        "  +\"g__Escherichia;\"\n",
        "  +\"s__Escherichia\"\n",
        "  +\"|\" # -> end prompt\n",
        ")\n",
        "# ...so cool that we can use natural language-like prompts for Evo!!\n",
        "# ----\n",
        "# /!\\ IMPORTANT:\n",
        "# The 8k context model does not allow for this kind of prompting scheme!\n",
        "# It can, however, be used to predict continuations for DNA sequences\n",
        "# that you provide as input.\n",
        "# ----\n",
        "\n",
        "# ↓ A few more variables to control the generation process\n",
        "max_tokens = 1024 # we want to generate maximally 1024 new tokens\n",
        "temperature = 1. # The sampling temperature (between 0 and 2) controls\n",
        "# the randomness with which the model picks tokens during generation.\n",
        "# Higher values (eg, >1) will make the generations more diverse (-> more random).\n",
        "# Lower values (eg, <1) will make them less diverse (-> more deterministic).\n",
        "top_k = 4 # Specifies the maximum number of tokens to be considered at each\n",
        "# generation step, based on their probability of occurrence.\n",
        "# This can help speed up the generation process and improve\n",
        "# the quality of the generated tokens by focusing on the most likely options.\n",
        "top_p = 1. # As an alternative to the sampling temperature, we can also set\n",
        "# the \"top_p\" parameter. The model only considers the those tokens for\n",
        "# generation that contain the top_p probability mass.\n",
        "# Eg, with top_p = 0.1, the model only considers the tokens comprising\n",
        "# the top 10% probability -> leading to generally less diverse generations.\n",
        "# When top_p = 1, all tokens are considered -> more diverse generations.\n",
        "\n",
        "# ~ We generally recommend to set temperature = top_p = 1 and top_k = 4 ~\n",
        "\n",
        "# 3. Paths to local files that we will generate:\n",
        "sequence_fasta = './sequence.fasta'\n",
        "proteins_fasta = './proteins.fasta'\n",
        "protein_structure_pdb = './protein_structure.pdb'\n",
        "# Learn more about the .fasta format here:\n",
        "# https://en.wikipedia.org/wiki/FASTA_format\n",
        "\n",
        "# 4. Misc arguments:\n",
        "device = 'cuda'\n",
        "seed = 123456789"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {
        "id": "ePA4UIU59Va-"
      },
      "outputs": [],
      "source": [
        "# We try our best to make this code reproducible:\n",
        "torch.manual_seed(seed) # pytorch random seed\n",
        "set_seed(seed) # huggingface random seed"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "metadata": {
        "id": "bUsmRrpr9Rq6"
      },
      "outputs": [],
      "source": [
        "# These are some additional prompt examples for the 131k model:\n",
        "\n",
        "# prompt2 = \"|d__Bacteria;p__Tenericutes;c__Mollicutes;o__Mycoplasmatales;f__Mycoplasmataceae;g__Mycoplasma;s__Mycoplasma genitalium|\"\n",
        "# prompt3 = \"|d__Bacteria;p__Bacillota;c__Bacilli;o__Staphylococcales;f__Staphylococcaceae;g__Staphylococcus;s__Staphylococcus aureus|\""
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Kh6CWnOIn5x1"
      },
      "source": [
        "# 3. Calling the Together API"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {
        "id": "G8quVgSQw5_F"
      },
      "outputs": [],
      "source": [
        "# We are now ready to generate DNA with Evo, using the Together API.\n",
        "# To call the API, we will use the together python package:\n",
        "\n",
        "# 1. Make your API key accessible to the together library:\n",
        "together.api_key = TOGETHER_API_KEY\n",
        "\n",
        "# 2. Specify the message to be sent to Evo:\n",
        "output = together.Complete.create(\n",
        "  prompt = prompt,\n",
        "  model = evo_name,\n",
        "  # ↓ our generation paramaters\n",
        "  max_tokens = max_tokens,\n",
        "  temperature = temperature,\n",
        "  top_k = top_k,\n",
        "  top_p = top_p,\n",
        "  logprobs = True # lets also collect the log probs for the generated tokens\n",
        ")\n",
        "# ----\n",
        "# /!\\ IMPORTANT:\n",
        "# Please note that we currently cannot set a random seed\n",
        "# when prompting the Together API. For this reason, we also\n",
        "# cannot guarantee reproducible results.\n",
        "# ----\n",
        "\n",
        "# Learn more about the together python library here:\n",
        "# https://docs.together.ai/docs/inference-python"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "45Dedu4F0VSC",
        "outputId": "04d9183c-a9df-4b3b-a7e8-646137e21e8b"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Generated DNA sequence:  TACAACGAGCAGCAACACAGATTCAATGAGAAAGAGAAANTAAAGATCATGACACAACGAAATTTGCAAATTTTTGAAGATGAACCAAACATTGCATAAAACCGTAAACCCGCGACCGTCATGAACCCGTTCCCTTGTCAGAAGAGACCTGAAAACTACGAAGATTGGATCCGTGGAGTCAAATGGCCAATSTATAAAAACCNCCGTTACAGACGGCCACGGCCCATGGGGGGGGGGCTGACAATACATCAAAACGGCGCCTGCAAAACGCTGCAAAGGAACAATGCGAACCACAGCGCGACCCGCAAGGGGGCGCCAGACAGACCATCCCCATCACCGCAGGGCGGCACCCCAAAAATGCCCCCGATAAAACGACCAAATGTCACGGGACTACCTGCATCACTCAACACCGCCCCCCCAGGCAGCCCAAACGTTCACGCTTTTAAAGAAGAGCTTAACGCAACCGAGCAGGCTCCGCCTTCGTCCGCACCTCCGAATAGAGAACGACCAGACGAAGGGCACTCTAGCTGCTCGTGCAAGTAGCGTCGCCTAGAACTCCCCGTCCATTATGGCAGCGGCCCTATAAAACGACTTGAAAGCCCGCGTAAACCGTCCGCACAGCCCTCACGGCCTTCTGGTCCTAGTAGGGGGAACAAAACGGCACACGGCCAAACCTCCGCTGCCGCCTGGCCCCCCGCCTGTATTCCACCAGGAGCACCCACGATACAGACGGGAGAGTGGCGAAGAAAAGCCGCAAACGAAGCGTTTCGAAGGAGGCCCAGAAACCTCTGGAACCAACGTGACCACGCTCGCCAACCCATTTAAAAGCCAGAGAATAACACACAGGCCGTTGTTAAAACATAAAAAAGCCAAACAAGCCCTACAAGAACTTTTCCAAACTCCAAGAGGAGCGCCGCTACCAGCACCCACCCACCGCCGCTGACGCTGATCATAAGACGTAAGCTGACCCACACGACACAGCCCCCAAGACTACAACCTAGATCACCCACCGCGGAACACCGCC\n"
          ]
        }
      ],
      "source": [
        "# This is how Evo's generated DNA sequence looks like:\n",
        "gen_dna_seq = output['choices'][0]['text']\n",
        "print('Generated DNA sequence: ',gen_dna_seq)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "8uIzGCK7oEDM"
      },
      "source": [
        "# 4. Analyzing the generated DNA sequence"
      ]
    },
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        {
          "output_type": "execute_result",
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            "text/plain": [
              "<matplotlib.legend.Legend at 0x7e6564e3d210>"
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          "metadata": {},
          "execution_count": 12
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            "text/plain": [
              "<Figure size 2400x300 with 1 Axes>"
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            "image/png": 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jRw/69OnDihUrePTRRzn33HPDQeOKSB/oRIqGnlsiIiIiIiIiIiIiIlKelWiw+NJLL2X79u089thjbNmyhe7duzN69GiSkpIAWLduXZZM4kceeQTLsnjkkUfYuHEj9evX59xzz+Xpp58uqV9BRERERERERERERERERKRMKtFgMcAdd9zBHXfcEfW+8ePHZ7nt8/kYOnQoQ4cOLYaRiYiIiIiIiIiIiIiIiIiUXyXWs1hiUxr6y8aiLIyxrCsNf+PSMAYRERERyZ0+s4mIiIiIiIhIrBQsFhERERERERERERERERGpgBQszoeykuUrIiIiIiIiIiIiIiIiIpIXBYtFRERERERERIqIJp2LiEh5peQqEZHyQcFiEZEKQh/gRURERERERERESiedtxORkqJgsYiIiIiIiIiIiIiIiIhIBaRgsUg5VFZmoZWVcUrpoexoEREREREREREREZH4UbBYSpQCPyJSEeT3dU6vjSIiIiIiIiIiIiJSHBQsFhERESmDNKlARERERERERERECkvBYimzdIJcJL7BIj2nREREREREREREREQqFgWLRUSkzFKAW0RECqqsZOeXlXGKiIiIiEjh6fO/iJQEBYtFRERERERERERERERERCogBYtFyjHNQitemvknIiIiIiIiIiIiIiJliYLFIiIiIiIiIiIiIiIiIiIVkILFIiIiIiLlgCpciIiIiIiIiIhIfilYXIbphKCIiIhI6abPaiIiIiIiIrnTeW4RkZKlYHEB6I1LRERERERERERERERERMo6X0kPQIrWpd5xnOSZC4dPgEo1S3o4IiIiIiIiIiIiIiIiIlJKKLO4HPMS5CHfZ5ztnQ7T3ynp4UhpNvtjPvI/B6mbS3okUoaoRJCIiJRVev8SERERERGRikjfhyUaBYvLsW7WSmpaB82N6e9BIL1kB1TOldXAmQcbfn+ck73z4LdHS3o4IiIiIiIiIiIiIiIiUkwKFCweN25cvMchReBk79zIjf1bYOF3JTcYKbW6Wyvg4A5zY/7/YP30kh2QiIiIiIiIiIiIiIiIFIsCBYvPOOMMWrduzVNPPcX69evjPSaJk5M9Jli8xG5mFkx9AxynBEckpVF/72wAAo77cjB6CNh2CY5IRESk+JTVyiAiZYmeZyIiIiIiIiKlV4GCxRs3buSOO+5gxIgRtGrVioEDB/L111+Tnq4yx6XGgZ10tVYDcHfG7WB5YfNcSN1UwgMrIpNfZ2biLbBtcfb7HIeu1koIpBX/uMqA/p45ADwXuBwSqsHGWbD4hxIelYiIiIiIiIiIiIiIiBS1AgWL69Wrx7333ktKSgrTpk2jXbt23HbbbTRu3Ji77rqLuXPn5r2TCqbYZ9KvGofHclhsN2ep0xxqtzDLd60s3nEUh2AAJv2HelYqLPgWbJv/+l/nJf/bJpN67pf8mPgo/Pyvkh5piajMYeqzJ/qdu9fQwbMeLC//C54Mx91plo99EoIZxTZGESkeyuyqWPS/FhERERGRkqDvIiIiImVLgYLFmfXs2ZMHH3yQO+64g/379zN8+HB69erFiSeeyMKFC+MxRimIpb8AMMHuZm7XaWUud62K0wEcPBRTqeL5I3jTPwwOp4YX+QhwjmcKpG6GtZMiPXc3zYFtC/mbdzIXeyeaLNmUz8x9876CQ3uKZ8ylyHv+l5mYeA9sX5b9zqWjzWXzvuylGvS9HarUNZMK5nxarOPMrIO1jpEJD4UfxyIiIiIiIiIiIiIiIhJ/BQ4WZ2RkMGLECM466yxatGjBmDFjeP3119m6dSsrVqygRYsWXHLJJfEcq8SoCodh6c8AjA4eYxbWaW0ud8Yhs9gOMjLhYUYnPADpBwGoz26wg4XfdzRjH+cs73RY9D0AfgK87n+N1xNegw/OgDmfRdbdNBvWToncnvI6rP3LXA8chgXfFM0YS6lG7OR470IqW+kw5xNwHC7xjqebtcKssPBbc9nhLHOZWB1OcjOwxz4OWxYU+5gB/un7mi6eNTD93RI5vohIcVCmt4iISPmk93gRERERESlLChQsvvPOO2nUqBE333wz7dq1Y86cOUyZMoUbbriBqlWrkpyczEsvvcSSJUviPV6JwRme6ZBxkFV2Q1IcN0hc170saGbx4pF8n/AI7FgB2xbRxbOGdp6NJvt0/gimJd4Bv/87LuPPInUz7Flnrm+YCY7Da/7XOMM7wyzbvQbmfx1Z/+BOmP+/yO2F34FjYzuWuT3nk/iPsRTr750duTF/BKR8xov+d/gw4QXYPA/WTyPoWND5osh6R18HTXrBod3w0blxDRjHcsKkqbU93EeZLfPjdmwREZH8KqqT/QoiiIiIiIiIiEhR07kHiVWBgsWLFi3itddeY9OmTQwbNozOnTtnW6devXqMGzeu0AOU/DvfazJpvwueALhB0kKVoXbgt6F096yCme/D+mmRuya/CqOH4LGcSAZvPG2YHrm+cRasn84Z3hmkOT7eCpwbua9KPRbbzbNsEw4QA+8GzwKPz5SpLqFs2ZLQ35MpWLxvU7hvc21rP3x5JQB/2Z2hesPIer5E+Me30LgnHNoFI+8uziFzpfd383gCOLAN9m0t1uOLiEjsFPQUMfQ8EBEREREREZGyqkDB4qFDh3LJJZeQmJiYZXkgEGDixIkA+Hw+Tj755MKPUPIndTPHe0ww9Hv7+MjyzMFiO3+9hrtaq0wPW4CV42BdpmDx3vVwYLu779UFHXXO1mcKFm9bBIt+AGCMfQzPBy6HLm6p884XMcduE141w/Hyv2Dk8fdJ8DRod4a5sayC9MFNP8BxnkUATLM7mGUZB0lzfOb6XpOx/W3wxOzbVq4Fl38Jlhc2zjTly7cv5Xbv95BxqMiGnEg6l3rNJJOA4748Kbu4XNJJdSkOCmSKiIiIiIiIiIiI5K5AweJTTjmFXbt2ZVu+d+9eTjnllEIPSgph8Ui8lgPNjmW9kxRZXquFyawNHDYZpvkQylQGYPtiWPE7AFOCnbKueGgXHN5b0JFHlzlY7Ngw6wMAxge7mWXnvQ4XD4f+jzE3VHIbWOgk81HwdPD4IflENjgNoHF3c2c8+jaXBavGk2hlsM6uz0sZfw8vfjQwiDW2+9jwV2WMfXT07asnQWv3+ZzyGXxxOf/yfw2ThhXZkI/3LKCOtZ9NTh1+DY1rq4LFIiIiIiIiIoWlyZQiIiIiEk2BgsWO42BZVrblO3fupGrVqoUelBRCqGxzmwFZl3t9UMst05yfUtTBAOd6pwBwyEkwyw7twnYsBmfcCq36wQn3ssOpYe7bvabAQw+zg/TzpJjyw5tTAFhktzD3ZRwEYKLtBov9lUy/3cRqzLdbhncxw27PIicZ7pwJl31uFtZxg8kVIFhsYcPM4QCMtXsyw2kP3a6ArpcyIngyLwXc4HGPKzlEpZx31MVdb9KwSHb5zPchkGau2zY3e0dyrJvBXFi9PMsA+DPYlfm2mw2vzGIREREREZG4U9BQREREREQAfPlZ+cILLwTAsiyuvfbaLGWog8Eg8+bN47jjjovvCCV/Ns0xl016AGlZ76vT2gSKd66ElidF3dxHgNf8r7HNqQWcDWsmUt/aC5Xr8Mm+vtzkM18mlzrN2ExduNqUhV43cST1rFQTLG7UrXC/w7yv+DDhBXjjHQimQ9X6/LinL508a83ddkt2UDPbZsucpuCrBIHDzLTbm4W1kyMr1HWDxQXq21y2POD7Elb8Tprjc8txW3DBWwDY00fxk92X1+++EWo0hom/5ryjDmeDv0o4SJ/hePEf2A4LvoXul8OK33jQ/wWr7STgX4Ued09rBQCznbZsdWqbhQoWSwUWOoG35rmzS3gkUlL0GBARERERkbIiecgofXcREREpg/KVWVyzZk1q1qyJ4zhUr149fLtmzZo0bNiQm266iU8//bSoxip5qMEB2GmCbTTqkX2FcLA058za3p4lnOmdwTW+3+DADlhuSk7T8VzG2d3D682022XZbp3TwFyJR2bxsjHm8vAec9msDylOpB9x5nFkFsAHJ9wLrfsz0e6SfYVQ3+aDO+JfLrs0mfc/bvH9BMC/Mm42GdbR1G4BXn/u+0qsBu3PMtcbdOK/ATNhhKlvguPAmj8BaGFtK3QvYy9BunnMY3OW3ZaFoWzynSsg/WCh9i0iIiIiIiIiIiIiIiLZ5Suz+IMPTL/Y5ORk7rvvvriUnH7jjTd48cUX2bJlC926deO1116jd+/eOa6/Z88eHn74Yb799lt27dpFixYtGDZsGGeddVahx1LWdfasBmCdXZ/mVetmXyEULN21Osd9nOJJidzYOAs2zjTXWxzPrMmJ4SzTHIPFuew7JrYdDkBSqznsWQetT2F+Si2wPODYTAjmkrncbwgAh6KV00qsDlUbwIFtJru6Sc/CjTWfiqXE1+G9MOZBc/2kf/Hjr1EmDeTXqQ8DDpxwL58OW8h9lUfClnnm8bHWlCj3WI7J2E46KrxZrLNJQ3+Xo6x1VLHS2OtUYaXTGAcLqtaHA9th22Jo2qvwv4uIiIiIiIiIiIiIiIiEFahn8dChQ+MSKP7qq68YPHgwQ4cOZfbs2XTr1o2BAweybdu2qOunp6dz2mmnsWbNGkaMGMHSpUt59913adKkSaHHUh50tUx55XlOq+grxNCzN0uweO1k2OTebno06fjhxMHQ4nj+sLMGWtc5SeZKlMziQd5fONszNdexX+b9g8u9Y2HbQji4kwNOItw6Ba7/DXoN4gCV4Yzn4IR7mZMpyzjfymEpag82L/nf5g3/MBh5DxzYzkq7EZx0f3wOUKcVXDwcGnZhD9Whwzlm+eyPwz2lAdixrFCHCfUrTrHb4OABLEjqbO7cMq9Q+5bSS33SRERERERERESkLNB5rJKRPGSU/vYiRSzmzOKePXsyduxYateuTY8ePbAsK8d1Z8+eHdM+X3nlFW688UYGDRoEwNtvv82oUaMYPnw4Q4YMybb+8OHD2bVrF5MnT8bvN+Vzk5OTY/0Vyr2uHjdYbLfinGgrZC5DbQfB481ydzNrK208myILUj6HYBq7nWrUrtMKWAIn/QtO+hf7jnhxXmdHL0N9lLWaof5POOz4IfhY1LLH7az1POd/z9wYvxWA6XYHTkmsBs0yZZn3uRkA5/dCvDHUaQ3rppTpYPGRGbvdrJVc7J1obiycDsC/A9fwiS+haAbQ+SJYMALmfAKOHVm+Y3mhdtvTY7aflTlrPekoWDUOti8p1L5jFS0b+hLveJpaO8A5C3J53StJlUjjTf9/WeY0A9QbSEo39bCS4qSez/Gnv6mIiIiIiIiISPkSc7D4b3/7G4mJiQCcf/75hT5weno6s2bN4sEHHwwv83g8DBgwgClTpkTd5scff6Rv377cfvvt/PDDD9SvX58rrriCBx54AK/XG3WbtLQ00tLSwrdTU1MLPfbSKhQsnp9TZnGt5uCrBIHDJqgbCh67QlnF252a1Lf2mnLNwBy7DafmESQLl6Heux6CAfCah9aJnvkAVLIyTO/ZBh2zbXu594/IjSWm1+5fdmdOyfWIBVSnpbnMlF1d1k969vCYPtXbnRrU9x6Crpfy59SuRXfANv0hsSakmb7PtmOZMtSFDBb3ssz2s522kYX1O5jLYgoWH6kG+3nG9z5+KwhbB0PDKL2wS4FzvFM51ZvCSc480985oUpJD0lERERERERERERKmbJ+LlxEikbMweKhQ4dGvV5QO3bsIBgMkpSUlGV5UlISS5ZEDwytWrWKP/74gyuvvJKff/6ZFStWcNttt5GRkZHjmJ599lkef/zxQo+3tKvLXpP9CMy3W0ZfyeOFum1g6wJTMjiHYPEHgYHc5fvOBHhxg8V5HH8rtcGbCME0SN0AtZMBOM6zMNNKC7MFixNJ50Kv6VEcdCy8lgPAFPsoikTm7OpyooebkftB4AzuH/q26e089eeiO6AvETqeCymfAjDe7sap3pRClaFuzA6aebZjOxZz7UyPy3CweGkhBlxw/T1zTKA4NIZCBouLKqPyEu8EAHyWbUp2Nz827scQEREREREREREBlWMWESlvCtSzuKTYtk2DBg1455136NWrF5deeikPP/wwb7/9do7bPPjgg+zduzf8s379+mIccfHp4lltrtRty35yySqs55b4PSL45ifAsZ7FAIy1e7LAiQScU2LoEezggdotzI1dZiyJpNPbkynwv21Rtu3O8kyjpnWQDU49hgUuMgsr12aR0zzPYxZIDH2by5pQZvEcp62ZEFAcpZI7Xxi++mXQzQHfuQIcp0C7O907E4CZTjv2ZX781m9vLvdthkN7sm3XxVoF6QcKdMxYDHTHBRQ6c7qoNLe20ifz82xjbG0AREREREREREREREREYg4W165dmzp16sT0E4t69erh9XrZunVrluVbt26lYcOGUbdp1KgR7dq1y1JyumPHjmzZsoX09PSo2yQmJlKjRo0sP+VRR2ududIoj/LDoeDbEYGvLtYqKlvp7HSqs9RpRkqm7M4smZ65cbOJQ32Le3qWh7OTAdi2ONsmV/rGAvBl4BTeCZ4Dx94O5wwzweeiUMct0X1oFxzaXTTHKCI12A9zv+R+35dwwGSR12cPTa0d2I7FPDuH8uNFoeXJ0GYAdDiH8XZ3Ao4H0veboG4BDPSYoOyY4NFZ76hUA2o0MdePmOAwwDOLkYmPwP+dFJ6gEFfpBznZMzdye2f0YHFJz6S8KNSvOmSTgsUiIiIiIiIiyUNG5fs7e0l/xxcRQ89FEZHiFXMZ6mHDhsX1wAkJCfTq1YuxY8eGeyDbts3YsWO54447om5z/PHH8/nnn2PbNh6PCSYuW7aMRo0akZCQENfxFad4lKbt6FlrriR1zn3FUGbxjqyBt1AG8Ay7A2Axy27HDfwC9TuSur5qbIOo7WYj7zK9k09w+xVvcOqZEtlbF2ZZvY+1mKM9y0hzfHwd7EcaCXDGM+69RfSBILEaVEuC/VvNOJv0KprjFMTejVzjHQMZ/cFfKctdna1VfJHwNHx3iNt8wNS20P8xurtZxUudphygcvGN1euDf3wDQHrKKNY6SbS2NptS1DUa52tXtUmlt5vVPsY+JvsK9dtD6kbTt7h5n/DicJB05wp4bwAM+gXqtyvY7xPNqnFUtjJNQilEme2i4iPAxe7f4evAyfzdN0GZxSIiUi4UVesGEREpenoNFxEREclOn5GkNIs5WHzNNdfE/eCDBw/mmmuu4eijj6Z3794MGzaMAwcOMGjQIACuvvpqmjRpwrPPPgvArbfeyuuvv87dd9/NnXfeyfLly3nmmWe466674j62sqaT5QaLG3YBomdZA5nKUC8zJYPdksWhYPF02/SIHWMfA6c+Ci1Pgje2xzaIem3N5U4TwDze7Vf8YWAgj/g/gz1rIW0fJFYH4G6fCTZ+FTyFbdSO7RjxULetCRbvWF66gsU/38fj/p9hQl0YkLUH922+H6luHQJ/Fcg4CFtNSe9QCeoUO+9S4UVpldOI1mw2f9NW/fK1bX/vHLyWwyK7BRucBtlXqN8RVv6RJbO4CofDPbap1cI8tqa/A2e/VPBf4kiLfwJgXLAbp3jnwo4VYNvgKT3V+y/xTqCJtZPtTk1eDlxigsW7VpqS3ZVrwfR3GZ/wIuzqBHVy6GUuIiKlmmbUi4iIiIiIiIhIUYo56pGamprlem4/sbr00kt56aWXeOyxx+jevTspKSmMHj2apKQkANatW8fmzZGyts2aNWPMmDHMmDGDrl27ctddd3H33XczZMiQmI9ZHiWSTkvL/TvllVlctw1YHkjbC/u3mWV2kKM9JhA3zQ0W23jgpPugWe/YB1LXDVjuWA4Zh+lsmdLAvwR7s82pZe4LBfzWTuY47yLSHS9vB86N/Rjx0MD8jtF6KJeY9AMmIAowczik7Q/fVZ89nOaZZW70f8xcupnhPaxQv+KSDRavdNxs4nxm3yaSzoWePwEYHYySVQyR0unbI315T/XMoZKVwRo7Cfq5z/8oZc4LKpF0WGKCxe8EzyHd8ULgEKRuiNsxCi3jMHf6vgPgjcDf2Eod1tpusH3THHM5+TWSPVvDv4uIiIiIiEhuClK2tyj3IyIiIpITfdYQiZ989Szets0EF2vVqkXt2rWz/YSW58cdd9zB2rVrSUtLY9q0afTpEykzO378eD788MMs6/ft25epU6dy+PBhVq5cyUMPPZSlh3FF1N5aj9dy2OlUh+rR+z2H+SuZTEyIlKLeuoAa1iH2OZVZ7LQo+EBCmcW7V8PWhfgsmz1OVTZSjyV2M/dYbinq6e8AMCJ4MpuoV/BjFkT9ULB4Se7rFYM6pEIwAKvGQ+CwWXh4D6R8Fl7nYu9E/FaQ2XYbOOoCs3D3Gkg/SFfPSgDm2G2LddxHWhr6/25KiX2jLQsYlfAQx3kXEXQsRtl9oq8X+n9lChaf5Z0GwM92H2jQySzcttBky8fBAM9sSEtlg1OPqXZH1jju82pH9L7FJWL2RzS2drHJqcMXwVMBmOe4fas3zTZ9nPe4FQfcbP/iog9qpY9O1pVvef1/9b8XERERERERkdJG5ytESo+Yg8V//PEHderUAWDcuHH88ccf2X5Cy8uDsvRC1dGzDoBFdotwWelchTM1I1m+ADPtdiajuKCqNzZlku1AOJNxsd0CsFjmNDXrbFtkAnprpwDwXfCEgh+voBp0NJfb45eJWiDblzI98Tb45HxYYh5vWxx3ssXUN8EOgm1zmdc8p74IngrVkkh1qoBjw5KfqGqlkepUZoWb2Rvvx22s+5vpuOXNN82BjEMxbOHA97fQxrOJbU4tbs24h5VOk+irhh6vqRvhcCqkHwiXoB4V7GPutzxwaLcpL56HaL/TkYGW872TAPgheBwOHlaFM6dLUbB4zicAvBn4m+n3Dcy1W5v71k2D1RMi6+5cWdyjE8lTWXqfFSluen6IiIiIiIiIiEhxibln8cknnxz1ekVmYYevf+R/jobWLsjob7J3i1FHt1/xYqcFJ8ayQb22sGx0pGTw2r8AmG53LNxAPB5TinrLPFj0vTum5gAsddzM083zYO962L+FDMcbyYQsTvXd33PPuizlnovdqvH4LBvW/Ble9HDGdbxfc7jJHF77F/ir0MKzjX1OZX4KHsuLlsUKpzE9rRUw51PABAidwgT542C90wCqN4J9m2HjLEjOfRLA0dZS2DKfQ04CZ6U9yw5q5rxy5VqRfW9fCoFDVLbS2ejUZaGTDP7KUKeVyZ7dtijv7Pq8HNhBP89cAL4NmmfUSqeRuS+fZbaLTCA9nBk/Ltg9vHiC3Y1H+AxW/AaHdkXWV7BYREREREREREREpFQITRJf89zZJTwSEaPAEabdu3fz0ksvcf3113P99dfz8ssvs2vXrrw3LGUKXJpz9sesTLwKlv8Oezdysnce7T0bYOuC+A8yD6HM4sV289g2CAVLt7ple9dPB0xmcaGFSlHvWmXG5AaLp4UC0Rumw/JfAVjotAhnRBarqnWhqtvbNVSKuyRsmZ/1dmINJtrdoFU/c3v99PD/ZprdgUOYSQgrbTfLdfVEoOT7FRsWND/WXF03Jc+1r/GZx8D3weNzDxSHJB1lLrfMDf/d5tutzHEhki0ej77FC7/DbwWhUfdwtnP4b76zeDKL/+N/g2mJt8GBndFX2LEM7AxSnSpszFTGfbnTFFqfajLPN8yIrL9vk+mLXUGo5LKIiBSE3jtEpCTpNUhERESk8HReUKRgChQsnjhxIsnJybz66qvs3r2b3bt38+qrr9KyZUsmTpwY7zGWTgu/x2M5MPcLk0kZsj3vPrjxfcFy6Gi5weJY+w03PcZcbpxlgrr7t5LheJnvtCz8cOpm7Z0bCmCvc5JM71k7AH++AsDseASnC6pBqG9xCZaiDvVvrpZkLtueTgY+aHK0ub1xFmycCWTtSbwiXK7Z9OdNsUtDsBhofpy5dEuMezJl3meRupkzPCaQ+XHw9Nj23ai7udyUAlvMhIxFdqbHewM3mLx1UT4GnIMVv5vLzheGF60MlaHeXvSZxX4CnO2ZSpK1J0vWeRbupBQzGeOI0vPH3Rm5nlCNvU4Vc92dwCEiIiIiIiIiIiLFSwHM8kX/TylvChQsvv3227n00ktZvXo13377Ld9++y2rVq3isssu4/bbb4/3GEunUKBv7eRwQA+IKVgcT+2sDdSwDpLm+CMBrbzUawuV60DgMMx4DzBBp8MkFn5A9SJBzaBjmUzH8GDPMJepGwGYbWcNLEdTZC+69eOYiVoQdjBy7Mu/hIHPwulPmdtN3WDxhpnh7NAUp3V40xVH/J9LT7DYzSxePx2+vJLZiTfD7rXZ15vzicncbX5c7BMcGnc3l5tSwpnFizJvG84sLlyw2Esw3MOblpFy++ZxbMH+LbAv777Ischp0kgbayMJVtDccH/XMz3TONaT6Xdzl0etJtDqFEjqbK63OD7yurBjOTd6f+Jy79i4jL8sKvoPcQ7P+N5jqO8jU7WhkLwEuc/3Fdd4x8RhbCIiIiIiIiIiIiIi2RUoWLxixQr++c9/4vV6w8u8Xi+DBw9mxYoVcRtcaVWbVBM0AlPedeH3kTu3F29Z44FuhuafdmeTlRoLy4Lmfc312R8DMCdeAcdMweJVTuOsZabbn5Vl1VklmlkcKos9k2d87/EP729x23VMmeM7V0LgEAedRGjUDfreBjXcvriNuoHHBwe2wZ512I7FPDtzsLhJ+PoaO4ld1Ijb2Asl6ShIrAHp+2DJT9SyDoRLjmex+Edz2f2K2PfduIe53L44PCEjS6C0QSf3/iVg55DRHIOjrDWQlmqycRt2CS8/SKXIYyZzJYEj/MP7G1d6fy/w8SHSgxwwGcRr/uKthP/yZcJT8MkFsGd9eLJK1GC7ZcHpT0Kt5tD7JlaH+i0v+IaH/Z/ztG84pO0r1BglulbWZq7w/cEg35g4vBc4POkbzh2+H3jc/xEc2BGXMZZWN3tH8qjvk0I9f0VERKR8UbaGiIiIiJQH+lwrZUGBgsU9e/Zk8eLsGZmLFy+mW7duhR5UadfBsz7rgj2ZgjtFmVnsONQhNUvG2kCvyWoeYx+Tv321cIPF6fuBrGWOC6VuJOgc6lcc1vRoqOL2V63emM3Ujc8xCyIU+Fs/lSt8f/CY72M4vLf4ju+WEV7qNAOPN+t9/sqRHr2YEsj7qBK+vcGpD14ThC8d/YpdHi8065112aY5WW42tbbDlvkEHQvanxn7vms0MY8dOwB2BnuP6NVLnVbgTYSMgzz+6F1c/tALBfoVQtm70+2O2f8vTXqaSzdYnO1NflMKT/k/4Gn/cNi/rUDHB+jkyfR6smU+rMyUCbzyD/julvDjZ4ndLPpOWp8K98yHtgNYbTc0y5b8BGDK5+8ont7LFU17K9N7w+KRhdrXbd4fuMI3LrJg1fhC7a80q88eHvR/wfW+X2LqeS5SUfWwlsOhPSU9DCkFdKJBREREREREROIp5mDxvHnzwj933XUXd999Ny+99BKTJk1i0qRJvPTSS9x7773ce++9RTneUqGD2yM4szTHb67sWQfpB4rmwCmfMbvSLTDnEwCaWtvo7FlD0LEYG+yZv32FMotdcQs6JlQ1gT1gyZElcj3eSCnqZvkMbsdb/Q5ZbiZYQVgev+ziPIV6zkYrIwyRvtJASqasYoAg3nBQPm4Z4a5C99Puewe0OB6Ou8vc3jg7y90DPCbQOtNpD1XrHbl1ziwrUooaWGQnk6VXr9cH9U2m+lD/J3zmfwZ25L/KQV83WDzF7pT9znAv6ZnZ7wOY9n+R61vm5XiMvP7GnTJnFqduhEUmE/vNwHng8cPaSXBgO1geM9kgD+HM4sx25NF7Of0A3yc8wjD/6xDMyPMYYmSZSBTKoC+AGhzgbt93ACy13VL+K8pv+fB+3pTIDXdSQ1HL7+vcA74veNb3rmkhIFICTvLM5bvEofDjHSU9FCnDCv05T0REREQkD/q8KSJSNsUcLO7evTs9evSge/fuXH755axfv57777+fk046iZNOOon777+ftWvXcsUV+SgtW0Z1cLPH5tqtwstm2W3Z4bjlgPMKxBTU/BHmcu6XAAz0mKDVdLtj/ksRN+wKvsrmepW6rHWS4jXKcHbpVLtj9vtOug86ngsn3he/4xVE5VrQaxC0PpWvAv3MskIEd/JtixssPjL7OiQUmATmOFGyvk8YDK3782PwuKIYXcG1PgUG/WyCxgA7lkLa/vDdp7uP2V+DvfK/70bdw1cXRSu/fOztUL8ju51qJnt2zcR87d5HgGM8pnRw1MduE3fMG2dnL5W7fzssGBG5vTnnYHGuHIeOHjMZJd1xM5t3mizgz4P9oevfI+vWaR1Tn/HVTsPsC/MqkbzmL7p7VnG+dzL8/K+49N+tCLJkFm+ZB7vXmOu713KvbwQcTo1pP2d6p5NoZbDUbsoTgavMwpV/lNv/wymelMiNJT8V+++ZV/CkNqnc6hvJ5b5xkPJZMY5MJCL8PFk2pugmJYqIiIiI5EJBQBERyY3eJ8q2mIPFq1evZtWqVaxevTrXn1WrVhXleEuF9m4w57Ngf0LZjSlOm0gv2SLoW+wjAOunmxvrp0HaPs7wmttj7KNz2TKnHSaYstDgZrFaua6eL397A26dwmwnSk/iOi3h0k+hUdf4Ha+gzh0GV33Hp8EB5vby3yHjUK6b1GMviaQX4qAONdjP5mWm13TOmcWR/+mRmcUAdL0ErvqWPVQvxFiKUPUkNjl1wLFh81yz7OAuentMmfbfCvKYDfUtJocge/fL4fapfBw83dxeNzVfu+9qraKadRgq1Yq+/wadzASLtFTY6WYtp3zOF/6n4IvLIJjpcbFlfr6OHZa6kdrWfjIcL3/akefIeru+KT8eytiGLKXKc7MmU7A41XEniOQ1oWVTpozwWR9kzZrOhY8A/PkyXyU8EZ4QUZG0d6tO7Av9nRe7WbI/38fdvm9h4osx7edC758AfBc8gZl2ew45CbB/C2zL3v6hzAtmcKIn0/Nlz7qCP3+KSJaM8T+eVqBOCs3C5t++D3nY92nMkyNC758E02HVhCIcnYiIxEonw0RERCRe9LkiNqqWJFJ0Yg4Wt2jRIuaf8syDTXtrAwAz7A7hbMPpdnuW26FgcWx9i/Pz4tbZWgMZ7glqOwAzP+AYzzJsx2JMsIAlnTv9zVx2OKdg2+ckoSokRSnjW0QK+wYx32nJRqeu+fvm1hd0xwr+SryT1/yvFfhYr/tfY16lm2hk7QJgaU6ZxXVaQ9vToeXJMZUaLo3mhYLcocBjymf4LBsadGJdQTLZs5Shzvl1Zobd3lzJpffpvb4R/JjwMOw1z+UqHOYp/wfmzlb9cKK9NHp9kTFsmMHd3m/g+1vp610ULk39TfBEc38uZahz5QbJVjiNs0wSCJfFbtAB2p9lrjeNLeB+kErhsuVvB841C/Oa0OKWD59ntzS3xz0NB3flvs2BnXyX8BiMfYI+niXw7U0VqoR1ZQ7TwjK9qj8MDjQLF4yAAzsiJaQXfJM9K/1Iu9fSx7ME27H4Png8aSQwLZTpvvKPmMZSVB+ai2S/66ZQ3TrEDqcGv4UqDiwpXR/6s2SM798CU94oucFIuXCR90+u9f3Kjb6fYf7/8ly/OgfpmLkFyvJfi3B0IiIiIiIiIiJS0cQcLI5m0aJFjB49mh9//DHLT3nWwtpKZSsdfJVN6eYL34EL32O83Z3lRZhZ3NtzREbZH08BMNbuwWbqFmynx9wA9yyAHv8o5OjKOotfg27gbfHInFdbO4lEK8AAz2zYvy3fR6nOQc7yTANgh1OD4YEz2EeV6Ct7PHDl/+CaH02P4jJoXqhM+8bZJmA2wc2q7HNLwXZYo4mZ2NDypFwD6HPsNgQdy2Qo7t2Y7X4fAW7wjqKrZzWMvAeCGfzH/yadPGvZ7tSA05/KeQyhUtQ/3cO9/m8AGB44A04eAv2H8lzGZeb+nSuzlN+OmZuNu8hpkaXUdpay2Oe/Cee+ap6/sbrsc7jqe74JnmRu71oFgRwy5B0HNs0B4PGMqyGps8mmnvJ67seY8S5dPGugUi32OFVh20L467+xj7GMa2ttxGM57HBq8FFgIHgTzd/xp3vBcfvcpm7MdRIDAPO+BswEgS3ua/ufdhdzX4zB4uLQ1VpJv8zlowtq2RgAJtjd+CU08amY+hbHqp0bLA73j57+brktCS5FrxoHecD3ZWTBmIfh0J6sKwUD1GVv+GYvzzI8lmPe28AEi/UYFBHJQhkmIqLXAZHCU9amiEjFVaBg8apVq+jWrRudO3fm7LPP5vzzz+f888/nggsu4IILLoj3GEuVDqHMjgYdsPFA3damJDAWyx33RHIRlArt45YfnGZ3MAuCaQB8Gjyt4Du1LKjVzFxWcOPs7ubK2sk5r+ROAvBYDiwbnev+qnGQZ33vZtlfV89KPJbDers+R6e9zROBqws77CITjw+Hcx03WLxhBvzyAKTtZYGdXPDJCZYFl30G14zMFkDPPNYDVGahk2xuRAnMdbVWUdUyzx9W/AZv9GagdyZpjo+b0web50ROmvc1l8F0DjiJcPbL5v94yoNw4mC2U5utTi3Aga0L8/87bjWZxYvtFiyyk8OLp9iZSk5Xrg29rgF/5dj3W789tD6FrdQ2JZKdoAkYR5O6EQ5sI+B4WOC0hH4PmuVT3zZB/5yE+jT3G8LQjGvM9QkvwJ71OW9TjrT3hAKKzdhBTfM/gnAv9HAJ8My9raNx1//ePj68KDxZYOPMIg0Qxfy8t20+SHiBDxNeiJSZL6g1kwAYH+zGBLubWbZ1IaTtK9x+4yhUhvq94FlgeeDANti3pYRHJWXV7b4fqG/tZbWdxEq7kXk8fXM9rJ0CwYB5LX39aP5KvCtc5eEY9zPgL3Yf8FUyr9PbFpXkryESlU4sioiIiIiISEVR3r4DFyhYfPfdd9OyZUu2bdtGlSpVWLhwIRMnTuToo49m/PjxcR5i6XKG1/SapUn2ErBLbTfItHs1HNodt2N6sDnGYwKVwwIXgWUCZWvtBkwMZZxJoYRL/u5eDQd2Rl8pc8Z4HmVSL/f+weW+cfD74+Fl3a2V5lhOlB7E5dD8UGbx3vXhANnjGVeDp+gzpWeGS1Fn71t8rJulf8BJNAt2rSLVqcItGfdG77OdWfuz4KyX4KL3OTrtrajZvQtDQd6ClKJ2J5osdZqZigH9h8JpTxa8ekA2FiudxubqjhwqILjBiWVOM9JIgA5nQ6Pupkz7R+eFs46xgzzre5f7fF+Z226gm6TO/GAfb3qhB9PynFgRi7LwxtshlH0ayno//m7w+N17Lf4dCqAv/D7H8tx1SA0/bsYFIz26lznNzL4O7zUZ88Ukx+Dx7tXUtdxg7uyPI8sdh1bWppgD2hZ2uH/2AqclO6kJ1RthJluUjkCYhU07t/VEit0G6rmvLYUNkkuOStNM9niPw8Lmcq+pEPBM4EoeDQwyExBW/A4fnAFPN4R3T4Xdq6lkZYT7xYc+A060u0BLt0LE4tKVgV9alJbHjohIRaXXYRERERGRsqlAweIpU6bwxBNPUK9ePTweDx6PhxNOOIFnn32Wu+66K95jLDVqsY8zPNPNjR5XZrt/FzVMr1mADTPjdtyO1jpqWAchoTrT7Q7Q/FgAPgv2j95bVfItlWrhvq7hHrtHyhwsXjku1zLDfT1uoGPLfLBNCdrunhWAG3CoAFKpCifdD0ldWGS3YFjgQmY4HYrl2OG+xSt+i2S8uo51/zevBC4Jl7U+N/0pxtk9jtxNdh4P9L4RulzMISqFF2cOboTLR+c3WBxIM+WrgWWhcrcnDobj4/uauiJcLn9Z9BXcx//cULDfsuDsV6BKXVNa+r0BsG4aLP+Vy33juMP3g9lXKIjZsDNgQbszzO3c+oCXI+3dqhNLQsHimk2h+xXmesuTTAC9an04tCtbBYPQY+d4jylDvthubrKTXRn4oIGbXVwagpSZH9vz/gcZh8z1lM/5I/E+mPB8TLtpzE7IOEi642Wd08AsbNg1+zFKUBNrJ9Wsw6Q7XlY7DaFR0YzvKGtN5O8o5VYbaxO1rAMcdBIZZ3dnst0Zrv8duv8DEqqDnWF+mrol2Rd+B6mb6OZONpthd4DOF5n7pr1lJpBIuVaaJk+ISPzouS0iIiIiIqVNgSKNwWCQ6tWrA1CvXj02bdoEQIsWLVi6NP79ekuLi7x/kmgFTCndxjkElpr1MZdRMhoLqodnubvvY0z53XP/C2c8x/DgmXE7hhDJFs8U6H/Z/xZjE/4JezdAqsku2+bUMhmTOfQP9RIMZwGRccCU+3WccLB4TgUJFgNw6sNw6yTOSn+WYYGLi+2w0+0O4PHB7jXwfyeanpAAgXSO9pgg6Z92l3BZ67VOw7gdO5JZPD/GLRyTibljOThB9jpV2ErtuI3nSCvs7JnFyUNGgePQhO2w3kyImRcqIw7QtBfcPh1anwp2AMY9BTOHR+6f9hYAG5x6pkw2QKt+5nLNn+EJE6VFUZycy1yGOuy0x+GEwXD2y+a1O/lEs3zjrKj7ONFjHjNRK0YUUZCyQDI/ttP2Rnq9Lzf9h5n2f2byQx5ae8xnhzVOw0hp+YZdsh+jBIUmAax0mhDAFwlmFyBon9PjboBnFqMSH4JR/yzwOCuKsn5y/Wj3s8Fcu7V5PIF5fT3/DRiyDu6ZD7dOget+ZaHdwnzWeG8AiVaAjU5dM2Gh88Umw/3Qbpj8Wgn+NiIiIlLaleXPTSIiEpt4f08u69+7RaTgChQs7ty5M3PnmhOlffr04YUXXuCvv/7iiSeeoFWrVnlsXVY5XOYdB8CXwVNyXq1Zb3O5flrcjtzJWmuuNOpuLuu1hWNvjZxojIFe6GPQ1A0Wb3SDxWn7ON8zidaezfDnKwBsd2ryQ/A4c38Opai7WKupbmXKENs8F/aso76VSobjjfTTlSKzk5pw9Y/Q6XyzYOpbsHcjbJpNFSuNnU51locybOMsnFm8dVGO5YZDWlsbWZh4Hfz6SLgE9TKnKRC9j3g8nsPhzOIjy/x+cz1/Vbob1v4FwDz7iHLpVevBua+aIPzqibD818h9KV8AJiM2rFF3SKxpMt82pxR63KVZXfZS30rFdiz3/+eqXBsGDDWv2RCZZBSteoHjcILXBEgnRQ0WdzeXpSKz2Ixzg1PP3A6Vot7olig/tCsSQM5FG8sEi8Ol0SFTsNgExUv6fau9W148nDFeBEH7AR538sDC7yD9QNz2K6VPaLLSzGgtDzweqNUckjqBx8MXwVPN8tSNpDte/pVxM2CB1wf9HzX3TXkD9m8rnsGXUiX9GlFe6O8oIiIiIqWVPquKiBSPAgWLH3nkEWzbBuCJJ55g9erVnHjiifz888+8+uqrcR1gadHVWkVbz0YOOon8EDw+5xXdEtFsnAXBQFyO3cnjBosbqj9xkWrS01xunGUyPTfOxmu5vTdTPgNgud2EX4NuUHnZ6KjBwHAJ6pAt88IB6MVOc9MHVope8vHw94+gxQngBE0m7KoJAEy1OxZZCfd1TgNTTjSYZrKFc3G2ZxpVrTQTbHN7/i63m+a6TWGFy6BvWxjuz12D/bDoBwD2O5X4M9g5EhzLrFYz6HZ5+OZup5q5EjCTIxY7mYLFXh8kn2Cuu3/38iqUVbzOaZClPHk24WBxSvb7diyjsbULvIkmM/5I4YzW0pNZ/HzGZeb2mkmmTP/eTP2UZ32Y525au8HiFZknboTe57Yuitt7aGF0cP+3y0IZ46Hx7VlnMjvjIFKJ4qDpXSvlVi/LBItn2VGCxa7QiZAfgseb9xLgvoxbTMnqkA7nuL3kD5o+6CIiUmR0glpEpGgpuUVERIqa3mdiU6BoycCBA7nwwgsBaNOmDUuWLGHHjh1s27aNU089Na4DLC1O9phsrgl2V/ZRJecV67U32XQZB2Hrgjz328Nazi8JQ7Kd7At9WPJghzObwsECKRpJXcCbYAIAu1bBhhmR+wKHARPUmOW0M/1bD++BdVOy7aavZyEAS0LBhS3zw6WtK1QJ6tKiz03mcsZ7MMlkiE+0uxXZ4Rw8bt9e8sw+7OMx2cSkpcLcrwBYGi1IG0c7qAkNjjI3Vpsg7imeFLADLLGb0TltOFdlPBQpC3ykEweDZd46ng5cSYYTWW+x3SLruqFS1GWtb7HjUIXDMa/ewX2NzvN/16gbYMHe9bB/e9b7VprKFbToG31CSagX9P4tsG9rzGOLL8eMe99mbMfiD7sHJHU2y/98GYDtTg0zzjV/hntw56SNZyOQqTQ6QO2WkFDNTLbYmftki+LQzjLtB8KTJyrXNtmfEJdS2fXZY6pXhLiTNqQc2r+NZM9WbMditt02z9X3UQWu+wUG/cKP9hGTFC0L2rutSDbOzL6xSCwC6Vzl/RVGXMen/qdh6S8lPSIRKUIKxkhh6LFTcel/L6L3UBGpOAqdWrd+/XrWr19PnTp1sKzopVPLgxO8JvD7p51HwNbjgWbHmOtu708Wfs9n/qdN39tManCA1xJeo6NnHUx/N+ruWlqbqWylc9BJhDotC/U7SB58CZGA/MbZWYPFruVOE2w80M49SXtEKeoEMsJlJt8P9ZTelAKLfwKI6QRxcakwH3Tanw01mpjgfuAwvwd78E3wxKI9ZuhxlEswyU+Anp5MwbD9WwCyljEuKq1ONpduEHeg1wQbfrV75b1tnVamb/rxd/Nd8ATmOpFy1VkyizMfZ93UslVed8Z7LKp0XcwnzrOVKs5JpRqRktRHluYOtS5IzuGxmVA1sm0x9y2uxT744XbmJt4Iv/8bgDVOEgeoDG0GmJXm/w9w3yNDy+Z+ket+W0crQ+3xuAFoSrxvsZcgrdwxLs/8vGzkTjaJQ5Z3qIftPqeyWbBsDGQcymULKbPWTQXMa3wqVWPbpmEXaHFc9PuauFVOonxWKat0EqaYzf8fT/o/hAXfcIJ3IXxxmWmL4VaPEhEpK/TekTf9jUQkFnqtKG2ckh6ASBZ6jSj/ChQsDgQCPProo9SsWZPk5GSSk5OpWbMmjzzyCBkZuffoLIuqcZCelgnqTIzWS/JIzfqYy7V/mTKao4dwvHchTHkz00oOj/s/pKm1w9zcNAfsYLZdhfoVL3GagSeHTD+Jn6ZuoH/pqPAJ2Pl2cvjucLnUDmebyyU/m5LVQCLpvOZ/jSpWGtudmowM9gXLa/p37l3HZqcOY+xjius3kRCvD/rcbK43O5Y7Mu7KV7/vAgmVqs2lv2wXaxWVrfRsy4u6DDUQyfhdPQEyDoUrJ4RLrOel59Vw2hME8TLZ7mSW+auy1knKul69dia4HEwrWxmTC74xl3kEO0Pae0z55aV2DFnh4VLUc7IuD/UxbpJLwD4UpFw7OaZxxUNjdvB74r9gzqfUtA5CyqdApt7cbU8zl44JLsy3W0I3tzz1/BHh18dsDu6inpUKwKrMwWKIPH8mPM/ohAdgecmUZm5ubSPBCnLQSWSjUzfT+ELB4sL3j+7tWQLAt8EToEZTSN9vWhxIWEl/GTnWs4jrvL/k/FiOlTshJKcS1Pn+PUOtM3atgoO7CjMyqahCE49a9+fjgPtaPvk1WPhtyY2plNJEBhEpCXrtEZGSpNegkvWi720mJ94Ju1Znv3P/dq73/mwmm6+eyEv+t3nG927UVokiIvlRoGDxnXfeyTvvvMMLL7zAnDlzmDNnDi+88ALvv/8+d911V7zHWOKO9SzGbwVZYyexwWmQ9wZt+pvLJT/BjHdhn1ticsEIsINU4yD/9b/BBd6/CDge0hw/ZBwwPR+PEOpXvOjI8q6lRLn78ND9CnO58Ds4uJM0x8drgQvCd6+w3WBxq37gq2x6dG6ZD47DG/7/MtA7kzTHz/0ZN3GYRBMsc/0ncJFZJsWv7x1w1Xdw9ffF8z9olCmzOIcAw7FuCeqZmQMHVeqygxpFPTqTqebxwe41MPtj0ze5RhMWOPmvXvBb8GhTlrrlidn7QFsWdL/SXJ/zacz7jM9risMd3u+4xDs+6+LtS7nV+yOfPHIR/31kULZJOm2G/BAJ5K6ZlHeGlW3TzjLllGMqIR4KFm+cHV5Um1Tzv8h8fzShDMNJr8CYh4vsi0Dm1/W/eSeboG7tZCYGI5Olwu9JzfqE+6oCzLVbm/K4/iqwe3UkCH6kHaYCAzWacvDIPs+h58/OFaZn8A+3w+HUuPxu+dHWLUG90mmU9bEd/h8WvvxvKFg8ze4InU17D368Oy6B6HjIz3t82f8s4HChZ2KW8umVSOP//K/wmP+TwveTdjOLZ+bSrzhfqtSBum5riw0qRS0FsN28/nDUBTwWGATH32Nup3xWYkOS7Mrddy3Kw/uFFIWy8lgvK+MsrIrye0rZpceolCdHPpZrsY8LvX/S2NoFox/MvsHEF3nU/yl8/nf46Fwu9k7kCt84M/Gz0ByO9Syip7UsDvsSKRp6D8hbQf8+BQoWf/7553z44YfcfPPNdO3ala5du3LzzTfz/vvv8/nnnxdoIKXZCR5TCvPPWLKKwWSGtTwZ7ACMeSiyfP9WWPQ9PyQ8yt+8kwk4Hv4duCZSmnjjrGy7CmUWL3KSC/MrSKwadY2UmAYWOsmMt7tD457QZgDbqWnuSKgSmRSw8DvYMp8B3jmkOT6uzbifcXaPyP4A6nfgm+BJxfd7SFjykFEmK7/1qeCvXDwHrd/BBGMP7zH9aaMI9Sv+KXis6ZcNUL8jUAzl/BOrR0qY/vKAuexwdoGOPd9pBbdNhQv+L/oK3S43weS1f0XtYeuhaMpdtrM2cJ//fzzve9cE3vZt5XX/f+GNPjzg/5KrfL9zt+/bbFmcHax14R7lHNwZOZmek92rqWKlkeb4WeM0zHtgUTKLu3rMTNGVdiOoXCvnbXtcBb3dLPkpr8Mv9+d9vEJq43HbJ/T4B7dm3AMNTCb5NLujWe71R8qNW16TcZxQFdqdYZbN/yb6jkPB4vpRAmedL4Ke18Bxd7HaTjIl2sc/l221ov5w2MadBLD8yNLwTY8GLJPRuX9bgfdfgwN0tExW+gy7A/QbAs37Qtpe+Pj8cOuK1tZGGrOjwMeR2PT3zOaVhLfhyyvCk3z+5p1sMuqhUP1cE0kPTwCY6cQpWAyR13H1LZaC2B56He5gLntdYy5XjYfUTSUyJJHSRCegRHKnE7UiIkXjZM9cvJabeLLsF1j+W9YVQhWCKtWCxBpMCLrnnic8H/W8WyySh4yC9dMZmfAwXyY8xRcJT0Hq5oL9AqWQ3q9EYlOgYHFiYiLJycnZlrds2ZKEhITCjqnUOTG/wWKAk90AjFuaM/zC/e1NtPZsZrNTh7+nP8anwdMiPT+jnOwr7ZnF5dJJ/wpfnWO3JR0/3DQO/vENWYJpXS42l/O+gvlfA/CH3YMp9lGRdXrfBC2Oh7+9QRCVEa8wfIlu4JeofVd9BOjl9raeZnc0mZgATXLJKo231qe6VxwW280jGUUFUb99zkHOmk2gtTux4sjs4t8eY07iTTD3y4IfOwcd3D7CHssxMzE/u5hzvNMAhz+C3ZlmuyfHF2Qtt9ndc8QH6zV/5n6gbYsA0888pud4w66mPP3+LeFyQl0tc8x5Tqvct/X64awX4OLhgAUzh+crY7sg2roBU+p3ND2Kr/8NbprALKd9ppVON5dJnSKZ+6HXxwXfRG2xEM6ErBclcJZQFc57FU5/kqGBa82yaW/DtsVRx9ja2lgkWdZtPeZ3D1eUCKlcCxq4z+/10wu8/wGeWXgsh5V2I7ZTy/zeV3xtJo8c2gXT34UdK/g54UG+Sniy8GWQJVfHuP2j2b7E/F8dh6u9v0ZWWDamwP+DbtZKsDPY5tRifSwVamLVNNS3WMFiyafDe2GfGxAOTdqp08pMWHFs89lWREQqBJ1AFxEpXU71pgCwy6lmFvzygGlzGRKafH/Nj/Dgeq7JeMBUggschq/+AYt/in4eJi8//4sunjUAJFoBk/QhIhVKgYLFd9xxB08++SRpaWnhZWlpaTz99NPccccdcRtcqXBgB609ZiZNliBgXpKPhxYnmOut+vFqqJSxHeCAk8i16fcz280umWOHgsVZM4vrs4f61l6CjmV6FlcApWJ2atNe0P4sAMbb3XJer92ZUKkmpG6Eae8A8EPw+CP2dTQM+jlyQlcqjnDf4nnZ7nrY9xnVrMPscGqY5/aJ/4Tz38oyUaHI9b0dTh4Cl3/FmenPmqBuUel5lbmcPyK8qLm1FSa/ZrL2vrsZ/vpvXA/ZzpMpo3vtX7BlHjucGnDzRK7LuJ/nMi439y39BdIPhlft4TH96XeHPpSvnpj7gbaaYHFMJajBVCUIlZN2MxW7elYBMM/OI1gc0vkiOMWtWvHTYBM0ziWIlfk1tae1zGRPx8DCpo0VCia4wfXEatC4e9YVu10OJ94HZ70UWdZmgHl93L8FvroqSxnpntYymPOJu95puY5hot3NvB47QZj9cbb7B3qmMzbxX/D7v8PL4vUeEsksjvLcaNbbXK6fWuD9/903AYDvgidEFlaqAf3cyWYpn8Ffw0i0AjTzbM+xSkGefhvK+IR7I1mEElUPz4rIjTkfw4YZHOVZy2HHzyEnAVI3wNaFBdp3L/d1xZSgjmP1iKaZMovdkvlVOGwmUGxKUc8qyZn7erDFqW1eq0O6ue+NKV9ogkoFUeLfuyTuEknnYd+nUauWiYhI6VEqzn9K6RMM0M+TAsC9GbdDlXqwayUsdBMdDuw0VfAg0pYIi4cD15nP9dsWwVdXwm+P5euwFna4st74oHsuXMHiQtFzXOKlOB9LMQeLL7zwwvBPSkoKP/30E02bNmXAgAEMGDCApk2bMnLkSObOLR199uJmpzl5uMGpxz6q5G/bc16BjufB6U8zy2kXzqC6L+MWljrNw6vNDQWLty6KGrRY4TRRr9vidvFwuPlP/rS75ryOvxJ0drPngmnscyozzu5eLMOTMiBUgvyInq2XescxyDcGgIczrje9UP2VTL/szCdsi1piNTjlQWh/BkVe+rp1f1OKeu862GsCcLd4fwTHZrvj9mj+7TFYNy1/+z2cylDfRyYocoR2br/ZLU5ts8CbyE3pg6GR+dA7x2nDBqee6Re/IlLSp4dlXvM/CrrZsmv/yr1v8TYTPFpi52NCT4ezzeWSUeA44Wzm8HtBLE68Dzr9DYJp8NO9MGJQnif2W1hb+DrhCb5KeCLLe01Omlg73BLbPqidnPOKvgTo/yg0PzbTskQ497/gTYSlo+Cjc8xM2LT9/Mf/Jjg23wRPhLYD8v5de15tLhd8m2127KnulyhSPotvYMyOBMpXRA0Wu79rATOLW1hbONazGNuxGHFki4J2Z0C1JDiwPRJUB9iyIN/H6etZCH8NI9mz1fR+zqsHdwXlJUgXa3VkwYLvYOTdAPwYPI6/QpMFjyhbH6tebtbyrHj1Kw5J6gy+SiZLdOdy2LWKGYm3mgkU75wMY5+I7/Gk/HBPBC0/snLCUeebx9SOpTn3nBeRUu1871/c6PsZfhlS0kMRKZDSenK9tI5LRMqZ9dOoaR1kl1PNVDg99laz/M9XzPf5nSZWsMGpZ6qThTZzkkyLuD63mAUpn+dr8mcTaycEDpPm+Pgq2M8sXDslHr+RiJQhMQeLa9asmeXnoosu4pxzzqFZs2Y0a9aMc845hwsvvJCaNYsx2FEc3GDxajuGXpRHqt8eLv0EGnYGLLjmJ7jlL36x+2RZbQt1oFpDkzm1JZKFGCqJONNujxQzf+VIsC833a8IX/3VPpo0yl8ZdimgUOBs3dRwuZhjrCU86RsOwEsZlzDGPqakRldgBfqCnFjNBDUANkyHvRu52Gsydm9Jvxe6X2num/B8/vY7/R0TeP/p3mx3tXWDxY9kXAfH3g5XfBmu5mBYpl80REpRH9xFK88WAD4JnAYJ1eDQblg7KecxbDQn0xfmp6+8W7mAdZNhyzzqW3vB8uZvHx4PXPwhDHwWPH7TOz2PrMfzPJPxWbbJ5l7xe56HCJWgXuU0Aq8v9rGFHHUBDPrFTILYPBeWj4Epr9PCsw1qNuPfGdfEtp/Wp0aylNdl/bLSLVQ2/NDuvLPA82PvOipb6aQ5PtZFKxscyizeNAcyDud793/3jgdgot2VLdTNeqfXH3lOZLY152DxJd7xXOA5omR6xiGe8b0Xub1hOsx8P99jLavyc0KvnbWBKpaZ9EWd1mYSybZFbHdq8GbwPP6we5oVl43J/0Bs+4jM4jjy+qGZ+5lyxVhY+B1VrTTSHbck/ryvNEGgmJX+E8nuCSM3WJxtMkylmtDhHHM95YtiHJeIsPIPfk+4D94faD7bZqrKkh+tQlVhNs2BjENxHKCIiJRmpf9zqMTEnaA8zu6OjQeOuQESqsP2xea+7SZWsMpuBBxxjq5GYzjtSfBVNq2tdsReXay1+/lhjdPQtMsDc8wDO+PwS4lIWRFzsPiDDz6I+adcCQWLnUaF31f1JDdwfCQLmvQyVzNlKYWCxdMVLI6buH9watIrHATLlh2WD2XpA50+gMaoYVdz0jUtFbbMhT3reDvhPyRYQX4KHsvrwfNLeoTFKxTQWD8dpv8fCVYQWpxget+efL/p47tyLKR8wf2+L2PLMl45zlxumg2714YXJ5JOC2sbACl2GzjjmUw9miPCweIlP8GkYTD1TXO7bht2kumE+f+uhR0rsm3Pvi2wdz22Y8VeQhqgdgtTptyx4fvbzLKkTvmfbOLxQN/boFU/c3vV+FxWdjjPmynQuuiHPHcfCrhHzayNVdNe0NMNCk95E6b9n7l+2uOxV+vwJULHc831Bd+EF1fhcHiMQEy/U8xCX8CcRtF7UddpZcpBBdNNIDw/bJuLvCawG56xe6RQNjWQEnpsRel/DiZ7+EX/O/wn4S3YvSZyx5Q3aOnZCtUb8ULG382y34aqLGUUoUkH8+xW0Psms7DpMZyT9gxrnEb8Eexulm2YDvP+l+N+or4/7lxObWs/+Crnb0JIrNq6pdxX/A7LTI/lZwJXkupUhv1bYcOM+B9TypTQY7IG+/klYQijEx4IT3Ra7jTNvkF3txT1ghEQSMt+fxmkz61S6h8Dh/bAd7fSxrPJtLiYOdz8FECytdVcsTNMwFhKJX2nFhGRqFabdlUTQqWgK9eCY6431//6bzgAnON5Gl9CpF3R2slAbJ+DQsHilU5jdlGDZaEKROuUXQyxvW/rvV3KgwL1LA7Zvn07kyZNYtKkSWzfvj1eYypdwsHiAmQW50ey27NwlQl+VOYwR1lrAGUWl2qWBVd8Ddf8lL+e1lL+ebzQwu1hvfpP+P426lr7WGAnc1/GzRR56efSJhQsXvsXzP3SXA+V06mdHOmT+P0t3Ob7Eb67KfeSOWn7YX2mgHKmQGEbayMey2GXU40d1MhxFwucltD1UrAD8PtQmPiiuaPlyeby7JegUXfTD+aT82HXqqw72DATgGVOU/bnt01BBzf4GcoW7XNr/rbPLBQsdr9URNPRWkdbz8bIgmWj88yIDWUWL7ejBBPy4+hB5nLtJDi0i7V2A+j4t/zto/NF5nLRD+FM/c7WaryWQ9Bxn0uLR8K6aZzoyd4nPN/cYHGOX8AsK1P1gHx+edq3iYbWbjIcL2NDGatHqtMSBvwbjr6O/wQuMcuiZBZ7sHnU92lkwcLvzKXjwFw3K/DUR3kreJ55XGccgE8u0MnjI3R3y8+nOK1NsPjmP2HQL2ylDoDJ/u57h1n5+1vzl8W+zu1r3aQXAQqQoZ+XUN/vNZNMMBv4NXh05LG1+Mf4H1PKHAub//jfoqNnPR08601lC6KUoQZodQpUb2QqNhQkm76MivfJHZ0sklhZ2PDrI7B/CyvtRqYiDkTe0/OpRShYDDrBK6WWXh9LB/0fREqX6hwMTxKfaneK3NHnFtPabf1UU1EKE9TNUfO+5jIfnwMyB4sBptsd8r2PvOjzsUjeSvo5UqBg8YEDB7juuuto1KgRJ510EieddBKNGzfm+uuv5+DBvPsglik7TbZJXDKLcxPKels7GTIO0d2zEr8VZJNTh43UK9pjS+HUbAItTyzpUUhplOw+Lma8D2v+JN3xckvGvWWqB3nc3qRCZXs3z4X9W9npVIe2p0fuP3Gw6ZOIZYJ/u9fAtkU572/tXyZjIiTTCbVQv2KTMZVbUN6CC/4PznvNlPWp3ZJHM66Fgc+YuxOrwz++gbptYO96GH4mbFsS2XyjCRan5KfXcEin88zxvYncnn4X9IhSdjhWrdzg9pq/IJBOe2tdtp7E53lNYGBM8Gg2OnUhfb/J5M5FKLi8LFrmWX7UaWX6VrveCZ6T/7LWySeZTN6DO8NB8VA26B92D6hS15RZGn46nyQ8Byv/gPQDfOZ/2vS1zq9QsDhaICU8Jvf5vfy3nNeJxp2Ets5pQDr+nNc74V445z/Mt1ua27tWm0kSmVzqHUcnTySrPlxSfdsi2LmCNMcPnc4zvdEv+8z0Wj68F764otxkDMZDqG94it3GZOw36mpKPGd22pPQ6XzzuvPF5bH3qw5N4mjRN34Dzqx+e6jZzPQvd2wW283YRD1GB902B4t/zFevqryU9BeXXK34nZf9b6lUWhS3eH+iv3eO6UGfyfJoE2I8XjORCkyvM5FiUBFPHiaSzvcJj7Ay8SqY8wkAD2bcYN7/LQ9sTsk+UTEPFvYRweIYKvVIuVIRn0siUnoVxetReX6d6+VZCo7NajuJbdSO3FGjEbR0q1luXwzkESxuUYBgsccNFttHBIvX5NKWTUTKnQIFiwcPHsyECRMYOXIke/bsYc+ePfzwww9MmDCBf/7zn/EeY8mx7fAXtFVFHSyu3x6qN4bAYVg3hWOszP2KK1gGokh5EZpEsHcdAN8HT2CDU78EB1SCajU3vdldPwaPM+VxQuq2hlsnw11zGGd3N8uWHPEFwHF4x/8yn/qfDgeHRwePMSfUNs0Ol+Bt5zHB4mWxZMRalin5e/8quGsOnwRPB3+lyP1V68G1P0ODTqZn7gdnRrIy3cziOU7bmP8MYQ06wrU/wS2TGGUfm//ts+zrKBNIzTgA397ImMQhMPLu8N1+AvzN+xcAPwSPY3TQDdznmrHi0CaUWVyYMtQhvW80l1XrF6xkv9cHR51vrrsB0VCweLbdLhLYCJn/DSz8nuO9C01f68xB/lhsM/2flzrNcl6n/Rnmct0UOLgr9n27k9DWxFixZBc12OrUApxsEyhu8Y4E4NXA+QQcD2yZZ/a/8HsAJthdzaQHMJdX/s981ti3yfSzLUVK6kt/VQ6Fy5nnOvHD4zGTS1qeZCZbfHpRnhnarYaMjJTLzzRhIq4sC9pE9j3eff2caHc1var2rDOPi3LuFM8c+PwyU+J9+v8V67Fze9yWlhNZV/lMifJ/B67hg8BAs7BqffZQPfoG3a8wlyt+g/3ltHqUlHll/WRxD88KuntW4QlVSen3ENOdjlCtPn8G3GyifGYXN2APla30yIL1U8O96/t6FnKOZ0r+JxAd2s3L/jfNpEQpEWX9sS7lX9THqG2TSHr0DdIPMsj7CxzYUfSDQ8+h8qo8/l/7eMx5i+mhnsGZdb44y81QUDeqpr1Nq7c962DvRlPFJA9HZhZPsTtFJq/l93yKiMSstL2WFShY/M033/D+++9z5plnUqNGDWrUqMFZZ53Fu+++y4gRI+I9xuJn29RkP6RuhMBh0h0vG50izu61rEh28YqxHBN+g+hQtMct50rbE64k6W9RAhocBZXrhG++Ezy7BAdTwiwrkl0MfBOMko1ftzXUacmvtttfZckomPoWfyQMhq2LYMcyTvfO4gTvwnCJ3e+Cx0cyPN0gYijwk6+MWF+CGWM01ZPg2lHQuKfJXv3oPDO70g0UFSizGEz7gfrtCrZtZh5PJLt40ffmcuG34S/fl3gn0NjaxXanJmPtnowMurNMF/0A+7Zm3x/Q3NpGNeswGY6XtU5S4cfY7gy46H246rv892YOOepCc7l4JATS6GaZyVwpTmtTsvm6MaYtAJg+1KEyzAAz3ov9OHYw/GUo12Bx7WTzHHeCsPzX2PcfrlgSe3uLxXYLcyVz3+I962jh2UbA8fB/gXP5y+5sli/4Jvw4GBXsk3VHlWpEyr9Pfi18Arm4lab3ohM8C/BaDmvtBmzPPHs7Gn8luPxLaH6c6Uf/zY0QyOEkGNDFWgWHdpHqVIGmx8R55JmESlEDfwR7AHCIStB2gFk47pmYggOl6f+SLxtn87Z/WKTaxGIziaK0f+4prvFV4yCNLTOhZVTwWF4IXApHXx+pohFN/fbmPc8OwPyc+3QXRGn+n1QEpf15UZGEJuVNCHalY9qH0O+B8H3hiYT5DBa39GwBYINTD/xVTDWRrQt485Gr+CLhaV5PeC3rPm2bvp6FubcmmfslF3knmTYMdjBf45GKTa81FdyYh5iXeEPW7y8h095iqP8TGPNw8Y9LpBTr4zFZw1FjAR3PBa97LiWxJtupmfOOEquZalkAbx/PksRrs1UbaW+toxb7zI1Du6lv7QUiyXLbqQ3tzzL3T3+nQL+PlA16v5bMChQsPnjwIElJ2U8eN2jQoHyUoR7zELMTb4apbwGwzkkiiLfoj9vGDRbP+5rebrB4lh2HQIKIlAyPB5LdvsXtzmRFYcv5lnWhHq/1O5p+wTkYG+wJWGYG4+ghtPJsMeX51k7OuqLlMb3Cu7g9XVM+B8cx/RiBZXYugb78qlIHrv7B9KFOS4WP/2ayCxOqueWuS1iozzJgO5Y5wT/vK8g4zB0+c1LwzcB5pJFAitPGzDQNpkfNwEsknVf85v1vntMqPn1WLQu6XAwNuxR8H837mj6aaXthzqc082zHdiwW2C3Bl2geX20GsMOpAYf3wJo/I9vO/RLS9sV2nN1rIHCIw44/70B5B/fL09KfY/893DLU+WlvscRpbq5k7lvsPh8WOC05QGV+Cp1YHvc07FgG3gT+iNYTude1kFjDrLO84vQjzUl/z2yAnPtHHymhKlz+BVStDzuXw7S3clz1JLd/9l/2UfkvvZ4frfqZjPG6bZmdudJBvwfNCYVlo2HWB0V3/JI29wsSrQxIPpEMx2sy8HesKOlRlRqhLIFtTi1SqWomEpzzCnT9e+4bhrKL56oUtUhRBNlDkxsXOy2ytaUwlXO8JsiyKSXmfYZKUK+wm0CTXmbh/53Ibb5M/etHP2iCyADT3uaLhKfht0dz3mmoqsmetbD0l5jHUtrpxKhI0UkkHWZ/TKIVgPlREorcCl0s/1WTUERC0g/QxVoNwDQnSmZx5VqRVm712pJbFdLkIaPMuSuAQ7vNc/HPlyIrrJ/BzwkPms8Ath357lS9MQeoHFmvz83mcu6Xkc8OIlKuFShY3LdvX4YOHcrhw5EZqIcOHeLxxx+nb9/892R74403SE5OplKlSvTp04fp02PrA/fll19iWRbnn39+vo+Zk+bWVpj+Dl7LgalvAMXQrzikZT/AggPbSLQCjAkezeLQCWIRKZtOfgA6XwRn5JLBU1H0vAZ63wR/e53cPtjupGYksByy8g9YNxWA34M9TMZ2p/NJpaopT+yvYgI3fzxJU2sHh5wEFjkt4jv+SjXgyhHQZoAJxgI07oFdsLfS+Gp3BlSqCU168XTAPcE/+xOY/CqNrV1sdurweTBTGdzj3TLVM97LEkT1EeAl/9sc7VnGXqcK92fcVIy/RB48nkh28ajBgAmi7qNKpnW8/BrsFb45y27LSrsRpO8zX3BisdWUoF7uNMn7f9v+THO5YmzsPYDdYHF+2lssDGUWr/g9kv3j9g6a6pao+jF4HHQ4J7JRu4FZ/zYhlWrA0YPM9Wn5K9db3k6sWtic4jUVAn6PNVgM5ov6gMfN9QkvQOrmqKud7DXB4gl2t8IMM2+J1eD2aXDT+KyTG5OOgv5DzfXRD8Ge9UU7jpKyzczAp9vlplwamF7NMehpLeNkz9wiGljpEAoWr8itVJ0ry3O880Xg8Ztg1ZYFOW9UAZW310IpGW1D7T7s7O0+9lAdjrrA3Pjt0ZhLRydbJrN4jZOU5TPBHqcqg9NvMZ+J9m+BP54yd8z51FzO+yrnzzHbl0auT815gpSI5E95rvRwnGehaZEEsHpC9hU2uy1SDu2CjbMLdazy+jeUCmj9dPxWEGo0NRVCoulzC3h8kZZYuTlhMJz4TzjrJZNQsPzXcJWzUNyjo2edqcq2Y5lZXu+IFmvJJ0L9jub5POezgv9uIlIgJfFZoUBnuIcNG8Zff/1F06ZN6d+/P/3796dZs2ZMnjyZ//73v/na11dffcXgwYMZOnQos2fPplu3bgwcOJBt27blut2aNWu47777OPHEKKVMC+FO73empGQmq/JRKrJQqtY1mVPAZ4H+3JZxN+pXLFLGNewCFw+HOq1KeiQlL7EanPUiND0673VDGU+t+5s+btuXhLMgPwoOhPuWwSVuplxidej0N3P9z5cB+DCYQ6CssBKqwGVfRI7X9rTc1y8u1ZPgn0vhul/5X7Af+CrB9sUmyxR4PXB+1vLP7c+Cum3M7NBZHwFQg/185H+ec71TyXC83JpxDyvj0a84njpfFL66zq7Pv6IEs3+xI6WXvwuewCdB93804z1zsvXwXlNyMacTr24GzdJYJms16mGyndP3wyITnMr1w1www2TmAKvt2D9b/GG7x9mzDv4aZhauNb0Dp7nB4jQS4LLP4J75prfuOcNy3mHPa8zlmj/hcGrM4yhvulsrqW+lkupUyX/bj26Xm9LS6fvht8ey3JU8ZBTHDPmU7paZGDAx2DVeQ85ZpRrmNfZIx94GzfpA4FA4KFDuTk5ud3toNejIL7bb7mD+/7jZO5L+nlk5bpZIOh8lPM8H/hdgx/JiGGjJaOPJ2n8sZlXqRE5EpSi7WGJTrl5bilhbjxsszumzVv/HwJsIqyfCstgqgYQyi9c6SWaC5h2zYPASeqb9H9/aJ/FowJ0sNuM9U456m5kgx+G9ZuLbkRwn8hoLsHZSvjKd+1iLudY7usTaXohIyTjdMzNyY1MKHNoduX1wF6RuiNxe8RvVOUhLK/rky5JS0Pezcvc5W4pPaAJX8vHkGAtoeSI8uBFO+lfe+6ta13yW6H0j4+zuZtn0d+DATtOSLOTPl0xyBkC9I6qbWhb0vjHr+Fx6rOcs17/NlDf4OuFx2L+9eAclEqMCBYu7dOnC8uXLefbZZ+nevTvdu3fnueeeY/ny5Rx11FH52tcrr7zCjTfeyKBBg+jUqRNvv/02VapUYfjw4TluEwwGufLKK3n88cdp1SqOAZidK7nAazJ1JmQ6sVdsmcUAf/8IBv3Cw4Hriqf0tUgM9AFAil3Pa+HmP+HK/zHfcV/nD+0m6FjMttuCN2u5PrpfGb6a6lTm7cC5RTc2XwJc8hHcNg363lF0x8lF1OekvzJ4fSbbuuN5Zpk3kRcy/s7nwVOzruvxwHF3meuT/gOHdvNxwnMc713IASeRWzLuYXKoB25p0qSnydY/7k7OSn+WhVHKmU+xO0GtFlC5NqOCffgmeBL4q5qTnWv+hM8uMeWWluTwuuZmFi+JpYy5xxMJvI4eEu4TnaM968AOcMhJYGte/XEzOUDlSH/RP18xWcW7VhF0LGba7bOuXKs5dLsMquYwGxlMf/C6bUyGfOiLYQXU32syGSbYXfNfbt3jgTNfACyY/zWsncxJnrk86vuET/zP8FfiXfgsG+q1YxO5/C+KmscDx9xgrs/9vEyesM/tM0htUuGA+0W7fnt+Cx4NWLBtEQ/6vzC9jDOfoMykq7WK6tYhPJZjgiapm/jU/3S5mzUf6ou6oiCTf3pcZS5nfQB7N8ZxVNHppFPpov9H0anFvnBvwByfm7VbwLG3mOu/PmImnOUh2Q0Wr3Eamtf/em2gRqNwpZTJdmdofzY4NnxrSkvajntCekGUUrH7t8LhvWbiZkf3s/V3t8RUirIKh3kn4WX+7f/YvE+WQbk9/vPz3Chtz6NO1hqaWrknZ4gUmB1kgNdM1ktz/IADqzO1B9p8REWXRT8wMuFhfkv4V7aeqiKxKG2vsbEY4JnFdd5fwt/N+nlSYMEI834bKv2cE3+lfB/vo6BbvnrOZ/D7YxBMY7ndhINOonlOhj4DtOmffeOjLjDZzNsWRjKTpUBqsh/GPkFvz1KY/SHYNrd4f+QMT2wVdkWKQ76DxRkZGbRu3Zq1a9dy44038vLLL/Pyyy9zww03ULly5bx3kEl6ejqzZs1iwIABkQF5PAwYMIApU6bkuN0TTzxBgwYNuP766/M8RlpaGqmpqVl+cjTvK3Nir3V/BmfcCj7z+6yMoWxb3FRrAC2OQxnFIlKheTzQqCt4vEy0I31uFzktsvZQCWlxPNROBuCdwDnsJUqGXTxZFjToAJ5SOqnnzOfhtCfhtim8GTwfJ9rbffcrTMb7wR3w3ml096xij1OVi9P/zVi7V/b1SwPLglMegtOfYn8OmeMBfHDTeLhtGrupYTLMQ5nq394M692TEEt+in6McGZxjD2vTxwMDTqZv+NnF/Op/2n+5cuh5LVbgnqN0zD6/yQ3R10ArU6BYBp8fD5gng8FzqBv52YMxpitVB6F+hX/HsxHCerMmvSEXu5kgU8u5OOE57ne9wsneheQYAVZbDeDgc/GabSF0OEcSKhuJiusm5z3+mVIOzcQus6uDwlV2UFN8z+pUo8DTqIp5ZZDecNjPJmy5RZ+D+Of5QTvQhj1z2IJjMZLXgG9cBnq/GYWg+mL1uxYyDgIv/+7gCMUkSOFJnFscOpxkFxO+p74T6hS17RamfVh7jt1HFqEy1DnUr2k/6NgecznCeDd4Flm+dJfIN2UjU1iF43YGS7zv8ZpCGc8D9Uamso1/xsEwUCuw7nIO5Ga1kFzY+KL6ktaWuxew/cJj/JdwtDw/7u0KmsBoMzjLU2TbYp9HBtmUN9KhUo1GRE8ySzLXIp6iylBPT004XX7EpI9W8252HyU3RcpTfLzPLOw+Y//TR7zfwKzP4LDqTzlNwlzHwbPgCbxPxfzp93FVD1M3xfOEB4ePCOSVOCrxL3pt0babGVWpY4pRw1ZM5KjCWZwnucv2DhLz+UoLvFOgIDbVmz+CFgykiH+L3nF/xYE0kt2cCKufAeL/X5/ll7FhbFjxw6CwSBJSUlZliclJbFly5ao20yaNIn333+fd999N6ZjPPvss9SsWTP806xZLid/QzX6W59iemZe8gH0e4gZTvuctxERkSL1Z6ZKD9myKEM8HrjofTjlEd4Nnl1MIyvFqtSB4+8yGaQ58frhlIfN9Z2mBOsjGdexON69nktClTqmNHdIqHTSvk2RZSv/AMehFvvoZS2F5b+ZANGuVUCMmcUAvkQ4/02wvLBpDid4F3K778foGbvhfsUFaG9hWabfd4NOYJvsolAJ6gJpN9BcLv81DidwHY71LMo7s/oIJXoSLW0/HT2mh++kTBNS8u3Ux6BSLQgcIs3x81mgP0MybuC0tBc4M/15aDsgz10UuYQqprc7wJ+vMMT3OQM9M+Kz78Op/JIwhGd9sX0uj7e2HlPGcJnTNLLw3P/C/Sv51XZbHmyYGWVL6JM5WLxtYSSjOHAI/niyKIZbIDU4wG8J/+JF39v53ziQHi5LW6DJr5YFZz5HOINeGT+lTmkJRkj+hEtQR+lXnEWlmtDvQXN9/LO5Z/Tu30ZVK42gY7HBqZ/zeg06mlYKAAnV+E/gYqjd0kwKWfwTHE5lVOJD/JI4BNaZCfwrnCZQswlc8SX4q8DKsfDL/TmfCLZtBnlHR27vXGEqOEjJW/QjCVbQZLa7LQYs4lt1RK9LxasoA9PNra18m/CYqUQVq9CE3HZnMMF2v8evHBeZnOD2Kx4f7AYNzf27nGocchLMpN6lP8dr+CKlUhK7qW4dMjd+fRQ+OZ+m1g6o2YyXA5cUyTEdPHDV99BrkJkwVq0hPwaP46XA3+H0p+HGP/jOzqXNZ6gN2+Ifcz/QnE95NeENePdUeK0nTPs/yDgUt9+jTLNt/uH9PXJ7+xIYY87HVbHSYHNKyYxL5AgFKkN9++238/zzzxMI5D6bNN727dvHVVddxbvvvku9erGV9HvwwQfZu3dv+Gf9+vU5r7zDnMSlrtvQvf2Z0O8BlOUrxak0zUIVKQ3mOG0gwWQK59pXtOnRcPK/svbmrQAK9Zpx1IVmhikwMngsP9l94ziyUiTpKGh+nLleO9mUW9q/FVaNY1ziP/km8XH47GJ4rZcpzVi5DtupFfv+G/eAv38Mx93F6OAxZtmvj2YPwrplmwrc3qJmU7jhd+j+D6hUix+CxxdsPwDN+0JiDZMRnUPmZWwcHvN9wpcJT8Hrx8CSnE/wFPb9zcKO3wnN7UvNhVPTTBAsqKp14fIv4Ph76J/+Ig8HrufL4Kkszxy8LA26X2EuV47lFt9PvOZ/FbYtyX2bWKyfRkfPOi73jYPtywq/v3xqb5nP9dH+3il2G3NlQ5TAeDBAT4+ZJLPWbmCWOUFW2u5zc+4XsD5OAfVCOtEzn7aejVzim2iyww/uYpD3l9j6je9ahc+y2edUZgt1CjaAxj2gh9vq4bubYyo/KxJvZf67USCdjtbacHC1rRXqVxzDe0WvQaaH4MGdphVFTtyJ7xudemTk1Vrh1EdM1YB+D3KYxEjweMa7MO8r6lmp1LIOwJQ33XG6Qe3GPeDCdwELZr4P03KYxLJ8DK08W9jrVOHNgNsaZcILZbIVQrmTubLO1Ddh0jAWJl4PKV8UeJeF+XxX5p/bRSjef5v87q8qh3jX/zI9PStg/POQtg8O7eZMz7Scy+I7jpl0AtDhbKbanUxgatdKeKYxfPZ3k3EILHKSTfWEJkdzXfr9DA+6VY9+f1yvFeXFtiWmvK7+n1m09GRKjkvfBxtnscepCpd+mnu1kcKqWg/OHQb3LoJbJnGAyuYzwHF3mPMluelwjnkub5oDu9fmvJ5bOQAwk/B/ud+cI0jdlPM2S0czzP96vieehx1O5WHfp9nOQySxi9ZWKaoWtfIPkj1bIbEmE4PuZPW9mWJUa/8qmXGVIoqHlA4FChbPmDGDb7/9lubNmzNw4EAuvPDCLD+xqlevHl6vl61bt2ZZvnXrVho2zJ51s3LlStasWcO5556Lz+fD5/Px8ccf8+OPP+Lz+Vi5Mnvt/MTERGrUqJHlJxoL23yAAdPHT0TKPb0RFZ14/m0D+OD0J6HLJfxh94jLPsXl8Zj+y/0fY0jGjUVyiFLzPDvtCWjaG85/i6mhjNxvbqS2tZ+9ThU2OXVMRiG4X5byOVGs4zlw+pM8kHEje50qsHVBOGODPet51PcJm2aYrJrVdgGDxQAJVeH8N+CBNZF+3keI6e/t9Ud6Ei0Zmeuque3vdu8PXOdzs4cO7YIvL4cpb+R9/Bw0YifVORi+HQ4OBzP4MuEppiTeWfAvkplty0dv6ry0OA5Oe5wNToPC76uoNO8L7c6Ems1YYTcmwQrCT/cU/uRN5r5VM4cXbl95iPY4bBfKLLazB1zmhILFG2dmz37bOp/q1iFSnSq8Hjw/vPjRwCDo4pat/+QCU5Y1j1KrRa2XJ1MQfsE3MPJuhvo/gbFP5L2xGzxa6TSiUJNfT3sSajaD3avhxztVVk4kvya+wC+JD5oAK5Ey1Mtj6SXu9cGAx8312R/lHKTZbiYALYslAF2jMVw/xpwgBjh6EHj8ZnLN+Oci66XvM/vM/Brrft4BYMxD0U8aTzfVJr4InspbgfNMhvSOpbA4j/KVUqiga47bzvmU//O/YoJ0601fxH1OZXMi//ehJqPJfWzmpC57VUq8gnnJ/zbt3c9ZBA6ZIPC3N/FWwn/hlweyrOsliAfblK7fvdr0Km7dn1SqwvF3Q2V3wtryMeazBLDQTjaVb24cS4rThrcD55kJ4juWwpYj+hpL2ZJxmCG+L+Ct43g7YRj8NaykRxQ38Ti3key2jFhhNzaP+cp1uCL9YWjcPQ4jjEGNRlAtlwok0VSrH5l8n1t2sVuljbNegrNfhuqNTUA0p/MDwQwYeTfneyebCioFMek/3Oj72ZyH+OEOk8mccZjvEh/j54SHYE8uSYMxKvT/fMgoM0ELoPvlfBk8JXzfbsdtobe2fLWLkryV1sl2BQoW16pVi4suuoiBAwfSuHHjLGWea9aMPTsjISGBXr16MXbs2PAy27YZO3Ysfftmz27q0KED8+fPJyUlJfxz3nnnccopp5CSkpJ7iek8JLEbMg4ScDxQuxyU4BQRKSNieoM8+jq46L0KlzVcLOq2hhP/Gb0XdHnS7Bi44TdocRwTQyXRDpqg4y0Z99Iv7T/Q+2bAipRoLoC9VOPVwAXmxu//hn1b4NMLud73C42tXQAscJJz3UdMH/ysOFQ9Ocod55zPIJCW/+13LOdf/q8BeDrjCjj2NrP810dgxe+5bBhdJ2sN4xMH82PCwyZrcvq7zE280WRSTX6NPp4lNLR259q3MeYP3FtNb+plsfamLiLFNpnCskz50HsXcE36Aya7ft0USPmscPvdlSlYPPdzSD+Y87rx5ji0taKUoXYtdlqYk5WHdkdOXISsNaVVZ9jt+SXY21RYOOoCJttHmZ7vLY43QZIvLoMn68FbJ8DBXUX+K0XTM3OweNo7kRM087+GjDxaA+0wGfQrC9KvOLMqdeCSD00wadEPJmBVSKViEpFIcVnhnu+Y8ibYQdq7bRBW5FWGOqTdQKhSz7yerfkz+jpuf+ECva9VawCdLzLXD+7ggJNo3idCwz8yqN33DnPS2LFhSdbnchK7YNU4AD4P9mcfVaDPrebOCS8qw6yY9fOkwA93MNA7Ez48F3BIsVvxcfC0rCtumAn7t0ffyayPmJF4G4x9vKiHm6dSMwm1vNu9hjO9Mwg4Hn4O9jbLxj9j2teAmVywbIx5Ps94jzmJN/Gp/xlY9D0Af9qdIdENgAz4NzywGq77FfxVzbKqDbJVcdpHFWjVz9xY/luR/Fp67BSTXx/mFt9IcNwJJuOeCZcfl0iw+E+7C9w5G+6ZbzLtS7tQW6MF3+a8Tug7V1JnOOYG0x4IYPbHkGbaf7W31kXWX/oL7N8SWWfvhpiG0pCdNGG7CTZn/j475xNT4W3BCBpbu0i0MswxSthR1hpYOZagY0GfWxhr94QqdcGbwCMZ15mV1k3VpCwpFfIVLLZtm+eff55ly5axYMECGjRowJtvvskHH3yQ5Sc/Bg8ezLvvvstHH33E4sWLufXWWzlw4ACDBg0C4Oqrr+bBB02fnkqVKtG5c+csP7Vq1aJ69ep07tyZhISCBxFCZSDWOQ1Mto2ISBmmL0L5oxMPFUs4WAxMCHZlin0U6fjhrBfgoY1w3J1Rt4v1cfJxcCDU72iC0e/0gx3L2O7UZGjGNVya9ihLnebx+lUKp/3ZZrbvwR0mAJQDDzbM+pA3/cNg1+rIHctMRvHEYBfeDZ4DA5+BHv8wJ49HXGdK5sbM4d/+j0i0Mmjp2WqCdL88QA3rkDk5mbmH7MzhMWV7+gjwuO8DLveOzX7nNhMsXlLCweKSsJH6DAu4lYAKkQUOZM0sPrzXTJBYN614Mk8PbKeOtR+wsgcygAx8zHdamhtHlqJ2y3zNsNuznypwyyQTDMUygdGrvjcnOCwv4MDW+fDHU0X4y0RXiTSOskzWXtCxsvZdP7wXlub8elSbVFhgqhmsjDUglZumR8OAoeb6mEdMj/cYRH3dTNtPU2u7MpSlXMnxM0Ig3VQbATPB5sc7SbL2cMBJZGms70EeL3Q811zP6f06lFkcpdJCTPrcFL76XfAEfgy6k/ctT/YJJ5YFndzy0kf0F73AOwkcm2l2B9Y5SWbhsbdAQnVT1SOX1y2JzsLGRwGqXOxewzD/G4CD7ViQYXrG/ho8hncC50Cn8+FvbzLfTgYck/UJ4Dhc4R3L9d5R5j3953/hsRyY+UGk72yclcXvYWVxzDHbYl6zljrNeCbgtjJxP9fvdKqb2/+7Fl7pCKP+SQ3rEMd5F8HElwD41T46+z6b94HLPzdZxl3/Hv24bU83l6GgtJQ9e9bDLHdS4UXvmxZNdgZ8e6OZ8FQQK8byhf+pEml5UxSSLVNddbXTEKonRSZWlHad/ma+G22anfU7YEggLRLsrdvaXLYZYFp9pqXCR+fxTeLjjEkcAsPPhNV/hitTBRwPBNNj6o9ei338kvggvyf+CyY8D/u3st2pYdqCgdnnhOcjG4Te20rQLT4z2fcnuy/UaWmSYK7/DW4cxy92b1KdyuZvFPq8KFKC8hUsfvrpp3nooYeoVq0aTZo04dVXX+X2228v1AAuvfRSXnrpJR577DG6d+9OSkoKo0ePJinJfLFYt24dmzdvLtQxYtHKMsdYVdA+giIiIlImrHIamdmu3gSeD1yW9c6EqoXefwY+OO9VwIJ95vPFvzOu4aPgQKY5HQu9/7jx+kzpSQiXjMysqbWNQd5f+CHhERh5N2d5p8OYhyMruLP+x9ndzW3LgrNfgSa9TCBr8utRDurQx1oM397M6IQHzAxa4DzPFHp7lnLY8Zug2Nq/wAmyNHTS27GZFDzKnKBK3QjL8p4h3N8zm2t8v/Gs//1smU+hYHGBT6qXcV8GTzVZotsXR+1dHPMEGjezeFywm7k9/f9g+Okw/Z14Djeb5CGjuPYZ9xihL9xRzInWt9hxTFY1MN3uEP0AvgRTOu2RbXDlN2bZrA/CJ0+LS1drFX4ryGanDuNDzzPg12Avd0wfcaFnIhd4jsg03L+NEQmPw7aF7HKq8WO8+tEfexs0PcZkXf90T76DvSd65vF7wn3wbBMmJd4d9XUnVprkJWXGtoXmBGiImwHzeuCC/PUm7PQ3c7n4p+wTphwn/L4WUx/kaJr0gjangb8qHwTP4JPgaeakcOMe0V9j259lLtf+Fam84Dhc7J0IwIjgSZF1K9eGPjeb6+OfU+ZMPvTzpDAj8Ta+Tngif20RHAd+vNP0nm7Si39kPGje97EYbR/DXqrB3z+CHleaDCeIZF/N/phn/O/zqP8z854edKvPpKXmOrlQSpdCvUeGJ1U2N21WmrufI7wJXJT+b0jqAhkHYf8WDjkJfBXoZ+53goDF2GDPqONJfucA/GslDHw6+nFDweINM+PTdiYfon6u2JTCA74vSqy6TFlSl73UYL8pOW1n8FfwKOhyMQ9lXA9VG5gJTR+eA/u35Wu/tUmFb2+kr3cRTHkt2/0+AvT1LIwevCxlQo+vUGbxGid7+81SrVoDaHWyub7gm+z3714Ljs1+pxJUdctcezxwrFtdZNNswA0Mr5sMH53jViKxGBJwW6LN/jjPCak3+kZR29pPZSsdJr4IwDfBk83npA7nmNehPevIcLxmg9V/wqHdXOMdA1vmF+YvkG8N2ck/vL9xlmcaAG8Hzo3cWbc1NOyMjYeZdnuzLA6lqCvqd6TS8juXh79/voLFH3/8MW+++SZjxozh+++/Z+TIkXz22WfYhSwldMcdd7B27VrS0tKYNm0affr0Cd83fvx4Pvzwwxy3/fDDD/n+++8LdXyAlm6weLWCxSIxKQ8vgCKSf+XjeW/BNSPh9ulFV/KpWW/o7X7paTuQUXaf3NcvKT2vcfsUToeF30eWr5rA2IT7GOr/hC6eNZBYw2SlLB1lSjin7Q8H3DIHsfAlwiluQDnlc0jbF36/SCSdl/1v81XikzDvSzp41sNXV8Hy33jMb2YCvxa4gNeCbnns+h05P/0JOO816Hgu92Xcwleh/j5T384zUHWGN1OA8LtbIycR9m+HA6bUYky9HcuhVKpC61PNDbdkYL4F0sNZJkMD15r/ezP3cT7/f4UeY2482PzT5x4jVLIwinCweOUfkT6fO5bBwZ0cdvw59v0O8/pIfj+NUcHeJmN+zIM5rppABi/73+Q1/6txC4T08iwHYJbdNtLb6qgLeDpwpbm+egKvJLzNfxLeynpyYcZ7tPZshhpNuSR9aPz6aXu88Lc3wJtgsn7WT4t503t8I/gk4TnaeDJlR+fW80ykLDu0m28ShnKPbwRsmgPAWjvyPFxpN+K94Fn522fyCSYj7+AOc5I1s/3b4NBugo7FisKUnb/sc/jnYlY6TVjotDRVFy77Ivq6tVuYgJFjhyuNsHGWeY77KpsS/5n1vd30Lt66IGoLhN7WYs72TK3YFQcch6ocCt+8wTuK4f4XqWel0tOzAuZ9Gfu+Fn0PqyeadgwXvc9kuzMM+hmu/B+rjniM/B4K7K0cx1UPPUvaj/8EYIdTwyyv1pD3Amea67M/Dm/nweZEzzye971jTsK7/ARg9EP8kTAYdiyPfcxSerjZbUtst/pBb7fyQN/bWeM0gut+get/429pT3Bc2qs8ELiJb4InmnWa92UnubQn9ORyGrpGI9MaBCdSvr8kjX2CW30jYcSgcjvJJR7f7Zta2/kr8S5mJd5qKhAAr7pVjHZRA67+wQSMty6Azy/N1+v8w/7P4eBOc2Pp6CytDM70TOPXhPv5IuFpeK2nqei1ZlKhf58iZdu0cDOLy1ywGKDzxeYy5XPe9A/jI/9zkYoTbgnqtU5S1pZZ3S6HWi3AV4k70u/kuLTXzDmIkLanMSJ4smkDlEd2cW1SucZrKg/sciIZ2V8G+5krpz3hToyCr4L9WG/XNxOePj6fx/0fmcdfXm184uQ4zwImJA7mKf8HeC0H2g5ksRO97Wl4AnMBWnmJxFu+gsXr1q3jrLMiX2oGDBiAZVls2rQpl63KhpbuzB4Fi0VERCqAKnWgTsuiPcbAZ+HSz+Di4UAcegwXhepJ0PVSc/1/18APt5vsyW9vItEKMNduxTMZl8Ods/jFPsasN+k/sHoiBNNZazcwJbQya30q1Gtnsg9TvgAc+noWMiLh31zk/dNkDve82pyAOrANPruYelYqi+wWvBc8i2GBi+Can+D6XzlEJeh5NVz6KVuoy2eB/uDxwdpJZuZ6DvwE6O8xJ+jX2/UhbS98dJ7JonWzJdbaDcz+K6pQ36mF38HMD3jDPyx/pcP3mNnjB51E08bl5PvhErfs3IYZpl93EbnS+ztdPGvY61SBfg/luN4ku4sJruxaBVPfNAvdoOocu62pAhCDZwNXguUxj/tos91tm1f8b3GRdxLneqea9eIg1K94tt2O3+yj4dYpcMH/sdZpGA6SBx33tSVzL+9NKebyhHtYGaVEd6HUb29KlwIsHhnTJh2sddzjM/3NPgkMgEFuYGnDDDPpIA7C2RrlYkKTlHmLR9LLs5zbvT/AMnNSc6Td15RjtLw8Frg25tefMK8fOpxtrs/7Out9202/4rVOUo6VFmLiSzAB3ZCkTuZzQk46uOeGQtU7prgVRTqdZ0r8Z1alDpx0v7k+9klI2xe5b+MsPkt4hjcSXoVRg8ttUCZHwQyu9/4Mb/ZlYaXr4a//wppJPOL/DI/lsNB2Ty5PeD6P10yHgZ7p3OwdGa4E81bw3Mjn3Wa9oe1p2bZa4LSE6o0g4wCfJDxHopXBH8HuHJv2uqmuccPvpmy15TUTBbcvhYzD/C/hcT5JeI5LfePNSfiZH8CO5SYLeuobtPJsyfreJGXH1khmMQCdL4R/LoX+bjuKxOrQrDdznTbsxkwqeCRjEJz+VKRHaUGVplLUbnl/Vo2H0UNMWfbDqYXaZXn8nNLXs5BKVgZ+K2iyOlscn7WaVlInuG60mWy4abZ5DYnF2slutQqLQ06C+d64cRYWNg/6PuOthP/SyrOFVKeKWx55jvm+l8uk4hL/+6dupJKVQYbjZaNTr2THUhAdzwFvIuxezVne6ZzsnReZMOYGi9e4LSjCf+uEKnDzRLhvOT/ZfdlGbVOF7Yqvocsl5pwJQL8h5nL2R5CaPc6UPGQUN/p+ppp1mAV2MhelPw51WkH3K80kFjDZuqc/CY178Gbgb/wRmtS+OcVcpm4s9PtSlsQpx4naWifZ2syb/v+SaGWw0G7BSxmXwMXv57jPX+2jzXfNFb/D+hk5rldUalA0LSakdMjv616+gsWBQIBKlbKeVPP7/WRkZOTroKVRJLO4DM7sERERkdLH6zNfqEp7H6KzX4a+dwAWzPkU3j4e9m9hhd2Yy9If4Z3guVCtAW8G3BKYC0bAxBcAmGB3I1sg3LIiGQgTnuc3d8Z3F88adjnVuCrjQTjvNW7NuMf0MAT+Ch7FZemPuCe5LWh5IlSqkW2oG6kPZ7o9iH5/HOb9L+rJgL6ehdSwDrLNqcUl6Y+ZXkmpG2D4QFNOGGLvFVletT/LLUW9BH66h7O90+GLKyD9gOlTTfSTLDU4QLK1OZypbWbFu4+BGo1MKVOIlLPMJNoXlVwrlTgOJ3vmwkfnMifxJvjgbPjoXB7xfQrAi4FLoVr9HH/FVKqaE5dgSp/uWRcOFk93cihBHcUGpz407mFuRAsEj3uKc7xTI7ejlWbLr2AGvdxg8Sy7rVmW1Mlk7wNc/AFc9T2Xpj9qbi/6IdILLlRirWGXwo8jmlCAaOnPMWWH9PUsBGB8sBuPBq6D5seabIDA4cjJG4lJiZ/klNisNqXh/VYw3DZhvt0K/v4J3D2Xv+wCPje7u1UF5n2V9USq206gwCWoCyoUvF422gQKF35nqpAcd1f09XvfZE7sHtgG394E+7aajKRvbjR/KzC9BkfeXTzjLy0Wfs+j/k/DQX9+e8z0gwW+DPTjovR/s92pad7D5nySw04c/u37iP9LGMaD/i/MCfFazXkrcF4MA7DgmBsA2OtUYWywB4MzbiWAD9oOgFrNzMn9dgPN6j/cAWMeopdnOfucyvwZ7GyWj/onvNGHHp4VZmIfmElFFTlbvCzKOBRuMxLOLAao3jBrtuARDlEJjrsT6rcr3PHbuo+z5b+ZHqglpAqHzfMoZPo7piz7W8dFqtUIAEdZawD4IXgcnPMfd6L0Eeq2hpZuCeNcetdf7x3FtV43+Djbfb3rcSW/2e73i8U/8F//G9zsM/t4M3AefdNeM5MZuvzdBKtHPwALv/3/9u47vqnqjeP4J0mbUkbZexUV2YKAIKCigiBDREQBEQERFyAIIjgQcCDiwomKPwEHbgUBQSsylL33FmXIRiizzbi/P06aUmhLS0eS9vt+vXiR3twk52acO855niczNu2i0n1c5vtt7bJK4MGRBS3KYnkKwlV3AefUL/dNikuMLE5mXCWy0IXn9le2hDs/hmK+TFDR16caXWzHSyfHHADecncwwX6PrYL27ydd8dpH4MG5/EuxxHJZkDjx6o/XE6OhM2rFRFNax5cOG6Ca7R8mho+hkO0UK71X0CF+JO967jCTbFLwl1UG6vjqw8c8l237TRtemPU0a/P0Nq8bgkIt62kotDVdg8WWZdGjRw86dOjg/3f27FkefvjhJMtCTThuKthM3YQd3gykbRIRyQaB2LmEwg4tqwXbQUiwtUdCQ7Lfm/A8pnZYz5lQ/lqzzBFBP1e/JJG3G6xKphaQ5fWn1ZzrrZ38C9XuDBFRcPowle17ibPCmeS+hdZxL5tUiPiyufT8Gdq+SQ/XEDOwlxbXPAD1ewEW/PAAfHbHBbOPW9qXAxDjqcd+ikKvX02t1bPHTCQtGiwmslBiKmpsZlb+gXXwwXVsjOjJD87hSVK9JfjI+Qa/OQfDGpOadKeVNOpszN+Xmxvn14lOp0KcgC87M8n5CuycT2HbSRNRvnM+ETY3cz21mexpdvEnqnOPufDgOg0/P3lOveIq6WtQJV/9zfMGi214YZmZKT7Z7UsVveknOHWY/o7vYd/a9L1OgtWTKWI7ySErKvl0+XmLwOU3sdyqwiZvBTPwuvYbOHUETvh+DyVrXNprX8wVzU10yNG/kkSHVLAdSBL1ltDXNLSbgazFXl+Uic2WqbW5slskZ1ONWNG+OZezrGQnlaz1XmaiawplYN9TsRFUaGwupC48p3ajL2NGtpdWKHWVyTTgdZs65sB077VQqmby64c5odWrJnpmy8/wVm14vSoc3cE+qwhPuXqZ+1Z9dul9Zyg6bCYGcWUrPnf79munDvGvVYSX3PdylgjeTxj0nfUUbDwvhf/ZWEaFfUyPsF/xWjame67lG3dTuGtS2iPNb3gCnj1E7biP6eUazDGSuajdfKQZKNizFJab/V4/V1+6uZ7iR08TM0hjeYjx1IOH/uCsFW6ykBzYcAlvSmjKEfuAQ5vB8nLEKsAhCmX/65e7BgqUMVmBApiKOiGg6LAVBa1fg9J1TETl8d0BTXWc0e9XVnxHa9r/BuB3Tx2of7+ZWJCc87NRnO+/vxkW/gUjwj+FvSsSB5XrdOU3j2+weOG7tHMsIt5y0D/+Uca4O3OKSDN5tMNHvgnQmEmiwZilwh99G7hAtQx/B9q8CY+tpo/LN7Fre4w5Z/QNhF9yEJ7NlhhdvGIiHNud5O46tu0UtZ0g1sqbZBA4NQu9Nc0gdPXbTb31QhXNhLXveyebUStd741lJWauWvA2nPmPzo7fmeIcRrT9AHusYjwUPzDt++Ebn4KwPKbUyObpaXtMKi66HV4vb4a/D4vfM3/7sppI1gv2Y4V0DRZ3796dEiVKULBgQf+/e++9lzJlyiRZFmrK2w4SZvNCeD4OBuJgSEREgtb5O/Jg3qmLZEjFRiZFWK8YeHBu8jV17vyfmTEeVRaKXclCbwqDUREFTGqpZsN5IH4Q18a9w3B3TzNwe67SV0H9+9OfjrPVK9BkgBmw+msOTBvgvysfZ2jhq1c8KyF1dt4ipk51QgQ1sN4bnb7XzIluGGxOoLt8yf3xT5hI46N/kcfmMvURz6tJW5KjXGvfZI6bfbWOz7/Y8au3vrmxcx6s+86k7PO4wes1abrSknb42G5+jngKts4y9RYb9eWOuJHQ7l1oO5Zmca/Sw/Uk3rScyths0OYNs21bZ5qLfPYwViZE66ZVQjTEznlJBgqr23bB2WOcsCIZ4e7BAasQnD0OH97A4+Hfw0990/4ax3abVKT//QPzTPT+OPftF/l92PgyoZ7xiomw3wyw/O0tmeoM9gyJKJA4eJ5wIW/tt8yPeBx+G3HeyhYN7CZazl+P69zbvsH77JTe/Xhj+3rudcRA/GlYMYnVEQ+Z+oWKlpPkHN4GJ/dz1grnhBVpluUrzj6KZM7z3/CE+X/5BPh7AcSdhIPmN7bNm82DxTabSSVZxFf/3WbnTXfH1B9TuTn0/t0MvLjPQFwsJ6xIBroe4UtPM6h5p1kvlZqFOc6xf8z/FRoy3N0DqrSB8Lw86XqIE7503p97boGqbU3txW/ug7FXwfuNTMrVt+twT9gcvJaNIe7e9HU9xpPuh6Bs3fS1I+wiF7SLX2lqWDvMep+6b2Gu92rAxhDXg+b4sFcMvV2DoGR1/vBeZR6XCRe9JRv5Bve3eMsTkDI6djvUuMPczqbo0ORc7hss3mGVgQa94aF5fBnX2Nyp77SfHS/VbKYP25Dc5MZzVfENFu9dAbH7Lrx/z/LE2z88BGePc9AqBOUbmgnK9jDAwmU5eMQ1gKne65I+3maDpkMgTyEzCcd3rhJUkmRmClFhTihSieXeK4m1Ik1N6X9XJkYWe5NOJE7XcXf09eafJ94M+J/jJsdqAOZ5rzKZL9IgnnDoMR3u/pSzRPgyTtnM+cu718Bf89LctHq2LbwW/gHznAN4N/wt2LU4cbJX/An44UFGhf2PCJubGE89bot7MX0TbgqWg4YPm9tT+vizxmSZ7b/R3rEQ7GEs8/oyQkztk3lR1xKy0jVYPGHChDT9CzXRvnrFFL2MoK0pKCIiIUcDyxJybDZT065k9eTvd4SbGeMDN0KfpeakKyUVG8H1A/nNW89fzyzTOMLhlpHmgjM22PYLHNoKWIwK/x/FbbHssYqx2HvOdoRHmgjqB2ZDq1f5LSGdWTokTB4Jht92prSh/DXmBLpKK5ZbVeHe76HlKGI8vgvM675NsnrCSfq5zr/Ysd0qawYOPPHwfS+Tsu/Vy+CVaJOma+qjF2/XsvGUsR2FwpW4I34ktHyJVVZlqNsN6vf01eFNxzF7iarQ5Jy0qKVrp79edfmG5gJ57F7/xRAwA4lgBj/jCWe6p5G5IyF14b41/gtDFzXnJZOK9O06ELuHfVYRvkhD9PQUTxMT7XJwoz/ie2Nykz0yU8IFv80/m8iNeb4LOmu/ThKRfoVtL0VsJzltRbDOusy/fFlCZPGuxclGsAeNozuZED6GF8MnwNiaMO0xImwuk6Fg6y8pPqwgJ3EQhBEtkvV2mguPy71XmpSc4Etjn0nXGS6/2Tyf+wxMbA0vlzWRngQgshhMpOndn0HhSnDdQJM15GLKXG32348sgj5LaRz3DosSJp81GWD+3zgl7X2nTzDsm1OTYvsSopsKVTRpSbtMhsHb+fOcdOUuwuCuSVCvJ2CZAeaDG8337fQRdnhL08v1BN96bszijWgC3abAzcN4yd3Vvzge3/Fh+Qb+Zb8kTB7blPLAWlXbLviqK1Ocw+DkofPuDd0JOYU4YbJQhKLz6xUHQk1fxsrNP5uJWgFwud1kafnLm9in+b/Tm2cE97FLJgjHzRvh7/NE2Neprhdt208+WxxnLKdJpZuaAqWgrO893PLzhfefO1h8ZBsAszzXgN1hMlBVuw3s4Qxw9WF2SudxeaKgUR9ze96YTIkuztR9i3+wuORFVgx+bsL4I2E/tXm6f1+WoYFwmy2xNvqayUkyGDWzm8xmv3uuvvTnr94OHpoHFRqZrEw/9IZThy/6sKtsO5jsfImOjvlUtB+krWMJfNMNgD0Jtae3/YrdZjHZfTO9XQMv7frHTU+btsUdh8l3mbImWTU5NWHC7lWd6Rn/JESVg//+hjmjsub1JEPMeWX2HBela7A4pypn8x2UFo4OaDtEREREQkYqdcuyTalaUKWVub34fXo5fuZ2x0Lclp3H4vsmH5FZrh40fDA060RltcuaQqM+fOppYf7e8GOSumwJJ+lnrMToo53e8y8I2Ey6vsotWeKtamrTnj1uTnrBXGBLLbrYshIvLDd7LvkUzJfi+idM6jEwJ+Hp5cwL5XwXwXcmzkJv7KvHmxBlP8XTxNzhiGBHwgXGtEbGHPLNILfMBcj33LenKXVZLPkTa0mu/QaAjd7sGCy2wd7lMOVROLLdLD992EQX+Fzriype6b0iye9xgxUN4XlNavhDWTxzPr3OHucO+x/m4tGvzxJhc5s6rKePAOe8t788nex3uaFtE4sj+vKT81nNzk9FsA/sXdTRnYwO+wh2m0wWUZwyA187TD29hd4ajHV3hKvvNakFM4vNZupBVmsHeYv5F6/3RrP9Yhfqs0qpmtB/NTQblvbH2B1mYlrxKv7oWf9zVW5p+sFJt8F3vfyR06Ei3ZPK/vNFFhc6p992JlOawxEGt42FfiuhVwzd4ofCHR/C3Z/RIn4Mc7wZuICeHtFN4IYnLrp/+s1TF2wOU+LC97tIEI4bZg5lVsRQ2DydOvYdsPoL//0d7PNZHfFgltZQzKo+6Db7QpZE9CUm4skLyqQEtSM7eMzxA2wz9Uc3B7JcS9l6UKgCuE7525PdLrOZz27HOf3qQm9NkzHixL4kxzo5UTdHDB0cf9I3bCrsWZHiejV99Yo3WRXSlvEnodb9ykkX1n7eY/anbivxeX72Nky8/87/weBtzPBem/prNHgQIgqa48u5L1+8TRllWZTk6EVXy0Mc/P0HABtySIYr/35n+Sdmvx2eN00ZW1Ptf8tfYzJpWF5TesHrheN7qG7/B69lS7kMVlqVrg3dfoTiVeHkAfjx4XPqo1ucOyAXPXQGnD7K+863iLC5me+pxRsuXwaVU2YsabDrITNhDjNRcLi7B5c8QTAsAjp9YZ7v2C6Y1BY+vOGCfWim8P3eKN+Ak+Q12UEAFo/LVeUjslpmHGsU5TgxzsFMdz4DJ/bDqSOmtntaJl17vVxvXwunL95HJdBgMVDGZk78KZjLa9eJiIiIhJprfZGqKyYwLNxcaBzj7sRK68oANiq0LfTW4JBVEM4chR2/m4WuszTxRdE+67rft6Yt+SiyK5pB12/oFP8c9eM+MBFkD84zdd9cp036uZQc3gpHdxBnhZnauOfIUFS3My90+gxq35MYcZBeCamXE1KWeVw08NXjTRgsXmddBl2+gl6/8qGnrVlv/Y9pe/6jO83/Nw+DlqP40nNz6uuf66pOvhvmAkeWRxZHlYbrHje3134FQLzlm4CxZaZ/tYT3Z2lCvWIfN2GJEWhbZxJUFrzFm85xpp7q5um4LTvt4l8wkyDu/pS744dBvhKmNlvMc0lO0otzjHec7xBpi6eG/R+Y+eRFXy7kB01zq9nP0zlsronunf44CyIeMwNfvtTsi73VOUxBuP299KcDvpgil5n+bPB2eGoPVc9OoG38S2lOyxj0mg4xpQNi98L672BCK/h3daBblTXccWbgCaBwGvvtopdD+Qb84b2K6C8LEP2pIygnwB2jANTubP74ulviZ3jqMF87n4cl48zfJXxR5b6Usf0cP/CG8wMK2U6ZGoqbk4lAzCIZ6Y+vsO1hWNhnvON8lwibi3K2wzC5k0kVHwpmDmFg+Hf+iM4sn3SWGpsNaviii30ZU7JbQhrqv845zo0nPHGgKgenoo7iJI+FnTPR8Y/XU1y3uq9eccLg50V/Q7W7mIHcfWuSDuS64/ylVPzHz/mKJylhgt0BkYVTfGr/a0cWgjavmdvzX025RnImyM9pmHQbS/L0NeUhUtHcvhLiT7LbW5yVVjrL4aRRdmfAmuupYzIvnfVNCi5RnUzJpNLsOZM1acdsmPcKrDHnGiutypmTsSw80ky8c0SYmsvvNYBvurM+ohefho+GM8cAKMNh+PxOytkOs9Nbkj6u/rzt6cB3Ht85YZHLWOStbuplX9Obh+MfT395rfPlKwo9f4b6vczE2v1r4bP28PW9/nZlmMcNe30TXhLOx65sYaL3LQ9MH5jjsydkhaz67T0b/jmX2feb+vAT28D715ra7p+0NOer22IufJDHzaOOqfBWbT5zjob136f59TRYDJS1+VIOFAxA2qYQEyypF0UkdwuGvijQr5+b6L2+kN6Tc0RfB6VMXbw4K4xXXXcz3tMmwI0KbR4cTPf4Zu2v9aWf++dP8tri2G8V5nvv9dD+A7j9XY5QMNXn8mI3ESJl6rA4YcDQN6v+XOVsBylvO+C/+LbQW8OkkstMpWvDHeMg6hKj7y73Dd5ui4GzsbB3BflscZC3aNIInCqtoEwdfvFcY+qrHdyQJI1ask4fNVG2ANc+Ao36pO/if+VbTDpYn2y5yHvzs3DFLea2I4JX3b4Ba1965qb2NdxoXwPAkvMGiwGodbf5f/lE8HrIy1kiSENN66yWEMUYby7wf+5pznrrMlOzsPrtZvZ9y5fMOkvGmfrF22Jg7TdMdL5CCdsx9ljFTDTyqs9hXBM2P1fTXHjZeeF3XzLB7qV8Ef6SuVCbCSknz9fV8RuPh32XGAV16nDiQIEnHpZ/QgHbGc5a4WZZoQqsPSftepax2SCigK8kRBBk+8gs5erBoC1w7w8mZemZ/0xt3sPbAt2yzHd8D2Bx2oqAvEUD3ZrM1/ZNU38y/gR8cRcc2w0/Pkxd+3bIU5Be8YPgvql4LBv8uwoWvc+g8O8A2JCwH/upn0mNeXwvX4S/xG/OJxIHJjIo2XNKyzLZB9Oa+tPjgu8f4LeIJ+kVZiY/TXbfbCbI7V8Lo8vDm7Vg++xMaXOW8Q3UzfRcw2hXZ9ZblQLbnqu7ATbYOstXaiYbeb1UOrdm8Tl+9fjSKK//PtP2N8F2Xtc3bCqFbKfY7S1ujmW2zPCnJz9fDV9k8UXrFSeIKg3t3jK3/3gDPr0dfnrM/D488Ry18vOmuyPc9Ax0GJ+2aOXkXHV3Yv3XHx9JvkZyRh3cxFfOFxPPa355JjFTRDLaO/4EYIq3CTlln32YgtBzJrR+jRddXbn5r86Z88TFqyRGus4bDb+/APgyVmSWkjXg7kmQv5TZx2ycQn7bWW5wrINPboXpA5kR8TT8u5LjVl4ecT3uz4TyrKun7zv6MeAr49XmNfN+ZIaoMtD2DXh8AzR8xJxPbpoG42++tP5w1Rf84HwucYD44EZwnTI1p4tVSVzv1tEQng92L4bp/TN1wDgYruFeiqxucxFi+cr5AsPDJpnjjlWfsz7iflhvJuxcZ1/HHY4FeCybqeF+ZDucOshub3FwFoDju8zx1e8vJj02+uM1ngz/Go7v4riVF7zuNLdJg8WcG1mswWIRkYsJ1Z28SFrou50xAXn/bDa482No1Jc28aN4z9MeS4e4GeafMb1hChze7j9h+d1TB7BBnS4mvWo6+GtI75yfZHlxjvGz8ynmOgfCovcA+DWhLlwwKVcfilY2aRHXf5cYdR19fbLfuePkTxxg9qWHTtF/Jqr4oFUo+fSjFxMWATXuMLcji7CfIul/jvSyO8xvr3YXaPOa+c7Y7Cbl6OcdmeR8hSjbaTZ6K7LKuuLCx9fsYCJEju+CBW/xR0R/fnEOST1NeXZIiPCu3wsa9eU1990XrnPV3XD7++bizcYp8EVH+KE3Nez/EGtFcl/8UN7x+D6PA+upat8Ny/9n0snNfj7r6o/lVr88TRPHBpg+AD5unq5UaxfTxTGbl8I/oX/YDyblutdrIt088az1VoKbnoWStRjsepDqcROg/1p4eEHOifINlHxFTZaKbj+aEgBxxy8pnWjQn7ccMwMLe6xiwVHe4zwZfv/CIqDzZChZE04dhPE3wfYY4qxw6DnT1B3NXzxxQtEvJmX7h+423BH/vIk6Pn0Y3qkH7zeiiWMDV9j/9R+TZIk1X/FnRH/4sjO4zvgXFyaWgiRGCVey7YN/FsE398G6b3Fbdn7zXE3v+IE87X6AB+MHQv6SJpXq8V3+6Myg/E6ePmrSsQJPuB7mA087Aj6YVeyKxJTFi95JdhU7XlrZl6S7vnmCFD+H2D1E2uLBHs4eq3iSu2K89cyxy7FdZiA7h4niJPc5TOrvYe6ezPReY+74840LV7Ysavgii9enJ61yjTugbnfAgr/mmpTU35msRau9V5j9Z9Mn4fKbLnk7AGjxIpS52uw/Zg2BU0e4xzE7sU78JXLi4v3wsfD+tSbSL28xs/2uUzCt/wXHeNFDZ8CpIzS1mwkZ/pI1aRSUfca5ytWHBr352NPm4nWr0+PqrnBNb3M7PB8T3C35n6d1qg9J9/tUpRX0W2G+KzcM5qH4Aey3CsOhTbD8fxS2nYQydWkTPypJHfezRJjvaLkUamdnlrxFoNVoeGC2qSl8dAd8fmf6M1YsGGsmaX3a3qSV96WgXu29AuznnMMWLAft3jbncys/hWn9dM6ShWx4eTP8fa61b6Jn2C+mXvSMJ8hvOws/PwGHt/Ny2McAfOppYbJbVboBmgygefyrMHibOV/FMlkUXq8Ks542JTAW+vabzUfSIO59Mxk9jXQljXMji5WGWkRERHKeoD/JzKjiVaDlS2y3NPEvs2ywKsGVrUwqqu96+GsJ/ui5/pKfc1HCYPHupeA661/eK+xnomxncNgsX11YG795svjk+1LYbFCvh7m98F3/wLa/XnBy6txj/l8xMck2X8A3QPmPVeLS21evp0mnduWtZNtF3shCcMcHUPc+kxYuoa7z9hi8lo2P3a24M3448YRf+NjwyMQJB7NHUtR2gmj7Afgrc+pypdbvpXifZZnoAjDpylu+ZCKJk3N1V+g+zaRsK1EDilfjLXcHWsWN5i+rDG+674R7v4d7vqV3/ECo09U87o/XTfRJJl98SdimHN3XJ6PlU+NgzzJclgMiokwdyUXvpvnxqb5nuxYzMmxi4t/rvoFvu8Myc+FmsqcZNB0Mj/zJt54bTQRU4YqZnxUhBbnh844e8YeJrgHY8GPKg0Kx+7jJvipLIsuzlC8KbXdG+v5glyfKDBjnLeqv8TjGfbeJ6vI5ty7pHqsYb7o7mv1Gp8+g4nUmIibuuImCgotPwErFRX8z601kM1tnwecdzUX5kwf5NeJJFkf0hTVfw7T+zIkYBBNuhS0/gyOCXq7BPOAaTIxvsttK60oYuBkeWWie75+FSWoY32hfTTP7Cv++IEm7Vn1uUnWPbwYf32Iu8C8df8nbfFG+7Cd7rGKcIjLrXie9Gj9m/l/zFZw4cMHdQ8K+ZJzzLRjXxHwumeWwL3KvyGUXZHk5S0TiseDicZf09Al9dwFOc7N9pUkV+u+qDDQ489zhWEAem4tN3vLM9dbmfXd7c8f67+HoX0lXPrKdIraTxFlhbEvvOdhtb5nJQO3eNXWg3WZixipvMpMLL5UjHG5729RO3zgV3rqKUeH/g/cb+WrsXtpxWFv7Ilo7lgI2fvY0gAdieMzV1xyD/zUHZgw6LyLTgoVvEW7zQOna7LDKZsrm5QqtxkDPWTBoEyPd3TOe4jk5EfmhcT+4+Vl+8TagQ9xIuLYPNBlAn/jH4P5Z7An0PrpMHXhwrqnlfnwXzB6Z9seeOpLYp8UdNymtV08GYFVy6dBrdYQO483vZtXn/hIRIc/r5U77/Av7sQB6xPETTR1rExfMH+PvCzl9BD68nvL2Q/zjLcHr7rv42yptzj1vGUkcTnMu3fYNU8+9WBVT7mvxezCuMcSfZI33MmjS36ybDrl+sDgcNyU4Zv7QYLGIiIiIiHHzM+b//esA+MzdnGVW1VQekLyEi2I7rDImysYT55/RXIgTdHOYOjufu5uZ1FdVWnOIQpmyCZmudhdTm+voDog/yRJv1XPqBSej6m1mJvjpw6nXCvovYbC41KW3rUwdGLTZzAgPlOsHmpPVBg9xS/wYXnR34wx5Ul6//v0kDGx7LN8A97pvs76dKTl5ENxnTFvScm5YsTF0+hweXQh9FvOmuyN7SYhCspm621e2MIMH7d83dY/BnMjPGASnjpioqHMGECR9OjvM5IIYbz3zHoO5CBx/ytyOP82zYZ+ZqKXve6eYSvN8Nrzw02M4bR6mexrSP/5Rc8emn8yEAmd+pnkaZfLWSLJK1YLKLUyE5oK3kt4Xd4I3wt+HsTWZ4Hz1wvuDnS/CbY9VLMANyWKFK8Ldn5pyCVVa84mnVZK7Z3kamEgmYKTrPl9qdUx95p4zoPfv0O4d2saPMmlxdy1MNd3rpYogHv42qWIJywP//GkiBX9/geK2WBNt+uODsGKiaUeRy1jpvQLu/Y55CbVsz2W3Q8kaLPVWASyTrQW4xb6cic4x/M/5OvzQG3bMoYN9vplM9+ebMLUPDe2bYe9y2LPUDED9/IQZcM4Kh0z5hW3eIBvEqtAQyjc06f5/fz7JXe3sC3gozDfA7j5jPhffRJ4MS9hPFEuhruw1vc1Ayt9/wL61ya9zEUWIZVbEED5x+lKFft4x2Xqk2TopyLLo7DBZc77y3AzYTHrpK24x/e+fY5Ou78uws9xbJd2DEdhsJvtO3W4Mdj3kX7w6uUw0GVH6Kmjc19yOP0msldeUGZn+uH/ALL0aO3zfjyaP8ahrABS5zETU3jYWsJlMMt90g+2/weaf+Tj8tcR9U72eGd2i3MVuh4qNkpTayWr/UgxuHQW3jGSG91qTISMY5C9uJj8ALP0o7aVtdi8BYKe3pJl8FRdr9i3ASm8KfVytjnDDYHN71lOm/BLAnhV8Gv4yHNhwqVuRJRrZN/CdcwS83xg+aQX711+40spJvO78AD66CfauyPY2nu8ex2yeDDcT34a4eptrCgDOAgyM96XQd50m1oqkl+uJlCcvg/m8+iyBTl+YOtdn/gPgFXfnS8pak+sHi0vajmK3WSYNTr4cfoAuIpIL5fSIC5HMlhsilSSNStWCGh3M7cLRvOy+J4NPaDO1C8FcoLEsHg6bTj5bHBu8FXnWfT88+Rd0/iKDr5M5kv0d5CsK1W83t50FGOR6xKRjTokjDBo8YG4vGZdyFMPRvwH4x5vBmet5i5hIilRk6W/8ypbQdym0HpO2yIkiZsYzFZvwqKu/WbZ5RuJAX3bzDdr/axWDsLRf+Ezze9qgN7R7F//FxFcvM1FRn90BngtrSVW27aGObbv53vw1j4/DXw3+upeZ7WwsN9pXJVs3LYpTdHCYi2Vfem6GKq2hcLS5SLLmS7PS/DE8EDbTTNZY9w18/0Cy7/X5rrevg8NbOGFF8pSrN1O918H9v0Ld+6BQRWj6ZLIReNqHZpHrB5n/13zpn8AEwJyX6eD4M7EW27L/hVZ08bFcEFmcIPo6GLQVOk++oHTDYQpCx0+g7Vgz8eN8ZetB3fvYZZVkYUKWknWXHl2ckkb2jeA+y16rKHSbYkoNrP/OpOMEpnoamxXzFKKH60l4bBUd4p83aSFTMd1zrbmx/nsq2A7wevgHiXeu+xY+a88bzg/gf7fAbyMAGO9uTa/4QTwU/7iJXgRT2zW1LCWXyhdZnO7o0OzQbDhg80W4TTXLYv/llXATaT3OfVtiBPKclzN+/PDf3/6U4ZRvkPw6BctCjfbmdjoyWZzrkbCfKGs7wiErigNWITOp8BJS7WeqvSuoZt/NWSucH89NlXzDE+b/1ZOTTm7bYSZr/emtlaGXneVtYCbT1b+fhd4aF39Aet34FFz/BLR7l7pxH5gasGCOw9LNopHdN1B22Y1J76pzD9zxoZn4snm6SRf8VReaO1aBw2nq3CZEpQuga3XpdvlNvnruwFf3wK7FF3/MrkWAL8NX12+S7K9Wey9P+XHXPW7O007sM+mRLQt+fsLUdP79xWQfEj10BuxdyS/OJ2HGE9kwGdbiAccMPg8fRX37Vji4wUwm+/Eh8LgSV/N6YbFvQunZYzDp9oBlc7Dj5RHHTybLAfA/dyu+9txI//g+5hrDnR/zg/cGM6E6PC/9XI+lLXuezQbV2sJ9P0HRK6DufSz01rzENuZy5XwpqPdaRYOyRoyIiIhIsNHF8Fyk1SvQ8GHo8hWnU4sQTaurfPVf10yGD67j4bBpALzrbg/YIDxP8B+TNx0CFZvAneMvqGWXrLrdISzSDHD4Ttgv4I8sLpmJDQ0Rt4yEnj/zi/caM1juOg1bZgamLb4U1LuycuCmbjfo8JGJSgLclh0ObYZVnyVdL/ZffnI+y5SI5+Dd+vBpO3PB8YcH4exxWPgOX4a/CCcPZV1bM0FG9hf5OAMTWzPR+Sos/dD/fDWHfssn4WNYGfEQBW2noVAF/vTWNBM3Ei4CL3of/l2dmC6+SX+OWfnMhaTln1z0te93mFqU33hu5ETCbP4KDaHdOzBgrZnkkEsFZP9f4VoTqe+JN5MrDm8zvwPfIB53fMhRKz/E7oFtMdnfvkvljyxOw74kJ0htH1/jDqjfk4uVUZjivc7cWP1l0okfh7fxZNhX5nuRRmG4TTSxT1P7GgDmeWqbaLZmw/33/eRpRH9XX3h4AfRbwfzkIolTMNPT0Awg7V3OLOdQomynWe69ki7xz0DpOlC0Mgs91SGvL4Dl5md5yX0vs731+MV7DUNdD3DQKgRHtplayhun+idFNLGv415HTMZKGxz0RRYHY3rc6CZw3QBz+6fH4PgeWPw+kbZ4Vngr86q7k/mcCkebAdflE5J9miq2XXwU/nryxxf71/OHsz+LIvrCpNvg7DGTDjlhf5KcRr5o1XXfJUlrWpxjlCX1/XJpjnCfL6vOINcjDHT5Xmfp+MBG7K2YCMAMb0NiyZ+4vMK1vnTwrsRBIo/LH4U/P4ODxYCZTNf2zQvSfmeK8EhoNgzqdjP1kK8faI7B9q7wT5RIq4q2A5S1HSHeckD5ay9coXYnuP8Xc+xfsDwUq8KX7pvggdl87rkl+M9xJPjdOjoxQnhSO3irDkxoneR8oILtAMPDJpnBZF9k8QpvFXDmgy5fm4HIm4dx/Nzf+fnC8yRmRFr6ISz5wJR6Adj6S7KlAQD48w2q2PfAsvGmbTOHwuafeS38A4aEfZl8Te9LUIzjfBL+Ks+Gf4HDZvG953ro+r05FjywPslEnu7PjobDW03K+4pNIP6EGQBPh0w59j28je+cIxgS/hUAH7rb8IL7XsDGfoqaDCxVbjXrtnkDhu5KPmtJaspfY+pwt3vnkpuZ6weLy5AwWKyoYhEREcm9QnUAOBTbnN0y9B7lL2EGjEtUy5zGXNnS1CnDBgfW47FsjHV3YKY3heiNYFSsMvT8Gaq0uvi6YKJ9r7rL3PYNUrW0L+U2+8LEC92+msW7cuNgsZ+NqV5f1FYG6lFmSHYMFoOZNNFnCfRdwYtuX93mOaNMbcwEi8eZlKcAR7YDmPSJpw/D5E7w67M0cmw0qeiyUMD6WI+bd8LfSYwiXfSe//cyIOx7bnasJszmNel7W7yUGKl4dVfIU8ikiv+oKXjime+pBc1H8prbN1llzotw6nDKr31oCzc61gA2JnpaZNkm5nbp/m7d+T8odZWpezvpNvh1GMSfYKu3LFzVie89vmiZFckPFgUNy2JI2Je8EPaJf5Apx6ehzkQzPQ1MStKjO2DRORdDpz/Oo2E/wdzRicssi06OOTS0bUr6JKePMiDsO5ZE9GFhRD84ZOo5+geLEy7ONupryk8UuZyXXb7sKqVqpjsr4SEKQaWmAOS1xbHVW5a+8f1Y5K0BD82Dfsu5x/UsDN4OQ3clpv/0iSU/z7juNwPOf82Bb+6D73rC338yMXwML4ZPMMuTZcHPg5ntHJRy6m7fgNlWbxBGFgPc+DSUudpEhH3XC5ZPBOAdd3tTK94RZiJHwaT7jT+d5OGVbPv43DmKFo4V8E13M5Ho5EFutq80EcsTW1PefojStqNmAkdkEVOrNLUMI2XrmgkslsekDgeI3cesiCH8FjE4+ZIHXg+N7et5JfwjImwulnirMt97FQu8taDabea5fktHLdLz3GBfQ13bVv/f6epjTx/1lwH50n3zhfc3GwbYYPUXsGka7FkO8Sc4YhVgo1XxktscEPlLmNIGkO5U1I19UcWrrMrgTCEtbPkGpiTM4+uh71Kecvc26bAlqITCNYRkr89E5Ieu3/om0MWZCcf/LIC5Jvr3XkcMs5xD6Rn2C0y+2x9Bu8yqYh7vzAtt30zMGJCaK5pBzTtNGvpZQxOXWx5Ye2Gd+HycSZywV+oq074l4+CrLnR0zOeRsGmpl2XC8v27iPjTTIkYxs2O1cRZ4Qxz9WCQ62Go3JwXXb7zqrmjzQScE/t50DEdMBNA/YOo23+D2H+z9hrYzvm8Hz4Wpg0wNe4/upG69u2csCJ52tXLl7UthQkkNttFs4VB1nyPNVhsOwL4Uo1lgVDofCR5+uxERERyplDYx4fq4H2a1OthZs5Wbctd8cMZ6+7IxSKJQl5CjbKNU2Hdd3zoHMs7zndNxOjmGXDCpOn6JzekIk3F1IS0h74T+HSxLKI4efH1UpPFg/ZJftPFKkOxK/jC09ykeTt1ED660Vzojt3nj/AZFP+wiSLoPp0BLl/d3HMj1Fd+miTVmg1vxiLMgsWKCdzsWA1hkfxn5Yfju2HjFCrb9tDD8QsA98c/wXVxb0P1domPiygA9/5gUrAB2By84O4GNhuTPc1Mev2zx2Hmkym/9hJfitiqbdidqydwBJnIQtDtRyhezaRFXDkJgI89rcFmM6nIAbb9miX1bDPNtl95JGwa3cJ+g9PmelSuSEOdSU4RCS196XrnvGwGemP/Taw1vOqLxFTEe5bxSvh4PnOOMvUdvR46OebAO3UZEPYDRW0nKGo7AV/fC+u/5zL7frCHsSAhFa7dDnd8AI+tZB9FM9bwdu9AqzG0jXuRFvFjTBTR+Wy2FGtzxnjrw8N/mpTLDqc5npjUjnCbL+36mq+Sfdz9jlmw9CMut++D3xIjpTnzHy+HjTeRsSf3A7A9GyKLL+nYNsxpJouE54PdiyH+BJu95ZnrrZO4Tu3OULCC2ZcmpBsFOHWEz5wvU9wWa6JBPXHwWXt4ozqfOF+DqX3g7HGWea+kR/yTcNMzcN8UU7f0Ym7w7UdWf2kign/qS1HbCTPR64fe4I5L3N4zx2BSOyY7R3GDYx1ey8YYVyf8x7/NR5rJANt+SZpqP632ruBT5yt86XwxSaRzgmTPK/asMBlKVk82xxzus6z3RrM8YVDpXBWuTcyo8VM/WGgGXBZ6a1yQVj4kXN3V/L/263SVLmhkN5MAFiWkwxcJBGde6PodPPSHSX0OsGISTB/Ai+ETyGuL44zlNMe7nnjIV+LSJ8K2HAURUf4/x7tbmxurv7jgfKOZfSW4z/KXtxQ8NN+Uc6jQGAqUSazJ++swiDtp+qNju7jOvs6cx7jO8JXzRf6M6G8il1OzZjLlbIfZZxXhtvgX+czTgoS+9Afv9WYyiPss/PwEvF6FJo4NeCwbEzwtoejlpk2W95LrlqfEgYfnwj5lnnMAvF0XJt1Ga8dSM4lx1lCIP8libzVaxI0x5yRBev0jBHv0zFXWl4b6XyuDB34iEtRy7AV3kQDK0YNZElT0PcuBqreDzl+w0roy0C3JHmXrQuna5oT9hwcBcFkOMxv8a98M6Igo/qNAru5bd1hloUIjM2N9VdprV+fjDHzWnlURD8E/iQOpZTjMr87BMPv5tD1RKpHFWfW5uAgzM/zD85kUozHPwVtXQVws27xl+cF7HVz7CFS6nt+9V8NlN5kHXn4zh6woc5F/y0wq2fYxKuxjNkbcD69UhE9awd6VqbzwGXo5fk4++ikYbJhi/r/paSa4fSnZ5r7MO+HvEGbz8ounPr976yb/2HL1zKBKy1Fw96f+Opxe7HDb2yb95PrvYclHDAz7xrwPCRe8Th81F/7BvO+SrID1U/mKwf2zEmvu5Svun2Tyl1XG1JC0vDDnpSxshMUN9jX+FNLpUWnoNDZ+njRqFGcBjpMvk9qWS9S5JzGqamofM+CZEI0Ud9wfIZlQU9Vp85h97dtXm1q3Z/5jk7c8T7geYr9VGA5vge/uN4+p3JKTpBAxmBGFykPDh1hvXcYlXyAuWQNavGAGTm12sDzss4qY+zZNS5qdAuDvP3k67Jx96YYfYfdSc3vOKLqEzYHve5m/C5ZPtg570Ch6ObQe4//zQ3dbkryPjnBf9Csw/1X//py5L1POdpi/vKVoET8Gilxu6tp7XWz1lmWptwoT3S3oFv+UGXxu+qQ5XkuLCg0h+nqTnnlcY9j+G3FWOEesAiYN6rjGzHf2hwlt4OPm8M+fnLTy8I27KV3in2XFuYOyRS+H6u3N7YRIZSCKkxRMy0S4OWYCRYTNDbOeTnG1Apymhm0nbJkFn7YzGUqmPAoLxgL49rcpfD9vesa8N2f+gy2m//8jHSmos2u/kabXqNwSIouYiUcbp6TxmRPrFS/0ZEFtZZH0sNlMxHrtzsR46plzJ99E0zGuu2kd/zKEJ5RRuZZL3u8UKAXNfRONqrXjbXcHU17p0GYzacTr9a96m8PUUJ7uvda07/Kb4P6ZMGgT98UPZZe3uJkgPf4mFkb0hbG1+Nz5MnxxF0zrz7X2TaZc7OS7zXnM9w/AtP5mgPnwNvMiXq8pNYPZD2y1yp//xkCnL0wK7fxmwudOb0nGuDuzJ+H87mrfufeqz2lhX8aN9tVJtuNcEcTDX3PNOqnxehkdNp77w2ZR0X7QZD+xh/G5uxnU6QoFysANg+ka/3TGJ59lMQ0WJwwWB/kHJSIiEipy6yCHiEiq6vUw/1seDlqFaBL3Nlx+sxnYAFNvL0hnGGerhPdp5acpnrgnceY/c6Hhr7k4bBYs/5//rsfCfuBK+174cywc2w2AHS9t7Yvo6Zh54fP7a0dnc5TfZTfCoE0mRXvhSmZSAfCRp815ETs2M0jQ5g24+1OTTg1gWn9mO5/gnrDfTUTT2eOwayH8NiLl1/z9RYaFfw7jb4KVn6W8XiCcPpoYPV29HZ97mkNYHjiynar23ZyyInw1vlIRHgmN+kC1tkmXl60L1z1ubs8czGNhU8z7kFDbbOUkcJ9hg7eiqWuWDB3nBFhkIej6vYnU7DaFOM5JFZtQY3bt17DuO14J+4jejumZGm3/sGManzpfgbevhh8fSblu33lK8B89Hb9Q3f4PsVYkneKGmSjpq029OkkHmw3ajgVnAdiz1D85YEtCGuWlH5vPfOd8AE5aeUwK42P/mNrlLUfRNn4U33ma8mh8fxOpaw83EVN3jAvMNvmkqX+p3s5kaKl1Nx3jhrPTWxJcp2HzdP8qUZyCHx4kzOaFWnfzjdukwWbWUyYa+/zavsWTiSYNNnW6mnTTV9/LNG+jC++vdZcZvHWfhRlPmAhdX/mPZ9y9+NsqbbITNB0KvX+nRfyr3B0/nBHuHpwl4tLa1H5cYkpjYIy7E4NdD5k/jmyngv0Q/POnmQyWvyR3xQ/nSfdDLLGSKe+SsG/a8KMZHPmuF8sjHuGPiAGwbw3sXcG3zhFm8GTvCjgba77nu5fB9hjclt1MRNw6E77uxhTnMN9ECqORfQMLIvoxI+IZ+LITxJ/ksBUFWOa4IW8xM8iTkjAn3Puj+QyKVYFiV/Krp/6lvW+BFuaEhr7P6fcXk2RoSclDjukUt8Vy0srDauuKLG6gSKKLTbQY7e5sJkICr7ru5n1Pe3Zapc1xUr4ScHW3jDXgmgeg9xy44wNOkBfq+zJmxQyDT1qa2sj715uJdMB0z4X9cxxOk+kH4PBWytiOgs1BnBVmyiis/RqPZWOKpzFgM+cx6741A+AL34YPm5rzlbVfwdEdxFp5E8+DzhfmNHXQB26Cp//lpvg3+dBzW+L9NdqDMz/8t5OPnG8y0TkGPrvdlCg4G+tr8An45RlWRzwIn95u1tkyK9mXM/vb3twVNh+3ZWeIqzdd4p+h0ek3edbdC9q/b87zbn42a+qy+2TWhJywTGhLSEtIQ73HKh7gluQe0UNn8PfoNoFuhohItlP/JxJYmf0b1G9a0qVmR1+NzZO85LqHgxSGDh+buqrHd0ORSvB3oBsZBKrfblIEH98Ff/1uosdScjYWPuvA1fbtJjLXdQo2TYe4E5SzHeJOxx9mPctjUgvXuIOfnU9R1W4GjtlwI1S/nafCvmCfVRROmkGfhMjibB0UzFPQDJTXvsdcGDlzlB9mJZPmMF9RuMZEgn3puZk+YdPgzFHsNojx1OVjdxu+frgxTGgNO+fBkR0mYin+FDOdQ4knDGLrmnR1YC6q/9QX7GFQp4v/ZUpylNaOJTS0b4bNQNXM7usSB+8q2/ZwhW0vnG5kanxviwHLwyZveaoVjuYoG6DN67BlJq+sy88Mb8PE6IBL0fRJk+p832rWe6Opaf/b/DaxmfpmwCfuVrxuy3kDeAnf6WDdd6W5fWFOqHuf749zUk6XrWt+Q2smw/e96JRwxWtxTTN5AMCyCMd9Se2raNvPgDBfvT2v27zOPwvMAFTRyyF2H+PDX/NlrjPbEI4bfnyEpXkS0x2Od7cxg0V9TBQO8zQB4WIu6I8LlYcWz8P0x00/ZnPwiGsAv+d7Fg6sg+2zzUAy0D1+CN/fcABKVOPab6PY3KgDnqnm+VZaV0LfZeBw8tKoVfROIQ100Kl2G1S7jb3LZvCD53oG2b+DNV+adMzA8PBPIXYvf3tLEn3bWF5b9iN3Ry6HvcvhQxMNu8hTnUblnLBvtYkYXR/YTboom80fPexelMxvxmYzk6nGNYbtMaafxyLGU9fUhwYoXBFuesr3gEz43RUqb+qH/rsKju/hf5NsgA16zIDTR7jrs+18e3dJU+aiXnc2jU4lxXTpq0zE67ZfzOAI4LSBk9PwWQdwneEa+ylYsdUfQYjNDnZT1/IHz/UcIz8Phs2ATT9Rx46JHD+ygwFhm3nUMRWnzUOslZeoPGFwZUuaLruVDTW/Mu9Xw4eJm5lKnWYwxyDNhvk/h2OhPHmqUR9Y9rFJ271ykhkQS0FD2yaeDDOp3ke5uxJPYGqJStYI9c9qh1UW7vkazh7nvS/OyRBRq6P5B2S4vyt7TjafFi+Zci8xz5n97CctAYiwASVqsHXX+dG+Roy3vpnsd/YYd07exfcjenPXiAn8VPgtOH2Y19138b6nPe37vm4m+5w6CK4zLJ79A9e6NpnzFZ/JnmacJk/qbbY7wJlM5hZnPpM9aP5rbPWWobztEJE755tzcjADyTYHxB0n0gY4Ikwmk2XjocqtSZ/r4GZ+iRgC64/isWwMdj3Ej97rL/JmBrdcHllsnVOzWJHFIiKBlJPSbuakbZG00WeelN4LkWTkiYIuX0K7d5nq9UUs5itqllVuAQ0fDmz70iBbftvhkXCVudidUBMvyWufPMQU5zBmOofA/1rAvys5auWHB2LY4S0N7jOwaRqPOqYSbjsnRefyCTDpNqrad+O1fIOAqz6DtV/zUNgMRoR/apblKUgs+bN+O1MS5oSGD8KNQy86+3yPVcKksG74CM3jxtDb9YQZgKrYGK5oZlby1XVl8Tiq2XdR2/4XfNwM4k+w1VsWrvUNoM17BTy+AbRDW/ktYjDDwz/jVscy+K6XiUTLBDa8MPsFkzJ841Q4G8s3zucZ53wLXr0cvu0B600kVIy3XuIDr74XOn/BOE+7jNeUDoswqYwHbaVt/EtMdt8EWPDrMxC7F/IVTz5qTUJDs+fMhT5gk9d3wfKXZ8xEEt/t9RH3J0lZnyaWxaiw/5HH5uIPT03o9ZvJBHDsH/ObmjYAxt/ELY6VdA+LMREqcSeYFD4a1kzGa9nY6S3JVE9jU2c5m+XIY9V6PRNTkl92o0lFXuce8/fUPuCJ51+rCCusK6HVK1AvhQjSwtEQVSbbmp3ZfvReZ278NddEeG2Y4pssZWOQ62Fw5jMT1O75CiILm8F14GV3FzPRoe2b0LhfwNqfqYpfaepMFygDWGAPY7S7y0UfluCSfyNlrjYD+AlZAqKvg+q3s8yqavZfzYZBoQoXf57b34MWL0KDh+DaR7kr7jk2eivC6cPgOsUCTw2oeWdielnLawYxwvPxjqc9Y913msc26c9X7hvNOnNHMSDsB5w2D9M913JN3PtEH/+A6GV3mNTjXb6EHj/D9QMvbdtDVUQBaDrE3J47GmL3JbuaHS+vO8fhsFl877meyZ6bs7GRiXJkHy6Zp/It5wwMZzG73Uxc7bPUTHS1OcAexizPNSbrRWoqN4daHU0a/ogCrLUuh0cWQvdpvO+53axTsjrU7kT0T5dB0ye5J/4ZuOlZiCpnJscUKMMn7ltTf52LuflZGHaYFvGvcmv8aLjiFjNxFyD+pClpUTianvGD4VHf8eL22Wbiz7nmjaa07SgUuYy74oeH/EAx5PLB4sKcIK8tDoD9CRcRJNfSTldERIKd9lUiIa7SDVC3G0lSjpaqZaJSKjYOWLOCTqNHzcWAv+b6IoN8vB744QHq2HdQzb4bDm2CiCi6xT8FJWswxVe7lJjn6OwwtSofi+9r0iW6ToHrNHM9tbkt3lfP9K+5/jp/foUrZfnmZar6PaHVaLb76vImeHCjr47gqi/gxH5Y8FbinbF7AcyA1c3PmLp9/+00dfssC2YNoYDtDFu9ZVnjvcwMwH9/P+xZbiKVk3PiAM+HTUi9TrLHxVvh78Efr1HYdhJ+HgwLxlLYdtKkobO8Jv3mtl8B+M1TL+XnSkGa95PhkVCgJGBjuLunqcUYfb25mN98RJqihiRIRZU26RLv/5VW8aP51H0LYMG0x8wA8ZJxpq7nbyPSl55653yaODZwxnLyjLsXlL8Gev0KpeuYGp4rJsCJfYmTUVZMgF+H0dixEZwF6O4awk3xb9Lf1ZczF4uGSYWOBc9hs0GH8WbSy62jzbLGj5kL1yf3A7DIW52club7/O/AHuucNKNTHoWpvuir6wYkrYtb6QZ4cC5UbQs3Pm0u0uctAvXvN4PIOUWtjjBgLXT5CnrONFF3oSJ/cWjcj+j5TYmeex3LrKp0j3/SlC25pjc9XEOg4yfwzD54Zj8Nzr7HLXFjuObEq+y2SppIu9Zj4JbnGerubVLzF6rAz54GDHY9SD9X36Sp+8HUe45uYqLwcpu63aF4VTh1yNRJPb/uN9DYvoFytsMcs/LxrKsnOa0/EblkBcuaEjqDt8Pg7TzsehyKXUKK9gIlfRO/kv9tebFD08EwcAPRpydS6dAYMwEqoxwm/cw/Vim49zsYugue2gt9l5sJgY8uYY73aih6OfM9tQArMasDgOsMbDXnLHT42GQqyQFy9WBxbbs50d3lLX7hzlJERESylWbLiogIYKK8Gjxobv/6HKz8lMFhX5mo07/mctqKYLDrQRMR0mMGGywzwOuPrjp1CLvNYqK7hYnqafqkWV69Pb1dg9hgRfOnx5eSMnYPx628vO7qaNI5Rl+XrZuaVWZ760KB0iYa6a3aEBfLRm9F3nG3NyvkK8FUT5PEVGwAf7xu6jvu+J04K4zerkH0jh9kBpP3rzPRk+/UhQ1TLnzBmU9yX1gMfHp7ygPGKyfRzrEI7GGmTuLJA+Y1gSddD8IDsyG/L2o4fynWWdkzcO8izHxHekyHAet8NWQlpBW/Eio0BGw87+5magOfPgKftU+sE797sb+mbZqs+hwwqV790e35S5gB485fmj6rwYP0dvmi89Z8nXhRsctk/vBelRlbJucrUApuHWU+czAlHc6JrvKnH87pbnke8haDozsg/gRLvFVNJNb5CkdD5y/gxiHZ3sRs5QiHKq2gfINAtwTI2CSPQxQ2EeBtXjP7qwThkRykMNuschyiUDKPtJlo4QHreNQ1gG89N2Ll7mGAC4U5zaSCvMVg/1qY+ugFq3TwlTSZ5mmUoYk+ydH1j4zR+xck8hbJxglHtiztx6KHzyP6ta1Ev3cQwhN/7597fGWRVkw0mZEsC3b8Dq5T7LWKJk3THeJy9V6iiX0DAAu8NQPcEhEREREREfG74QmTDuzgBvipH33CfoJNPwHwtKsX33puhJueNjX+fPZYJeDaR6HcNdwb/xQj3D3MHbU6wuAdcNdE/4XWbzw3+h83ydOCdzwdzDotXsymDUy7S7kY5sEBrV+FiIL+lKNj3J1MisrWr0GXrxInTDfobdL2HtwIM8xA13hPG/6xSpmZ+3d+DEUrJw7k/jwYzhxLfLG9K0xUMkBcLHx2BxzefmGjfINtNB/BCFd3/+Kd3pJM9zaCcvXNgHHNjnDryyFzUVsXKoObmzBo+4bvj7Ngs/O7p475e94raXuSs8f9/c83nqZJ7wuLgKqtze+t9avM9tZNTImPxU+eRompkiV7XJeYTnehJ5cMFuctAi1Hmdv5S9I3vp8/aiqzaYBGctR3oEglU+/VZjeDQOeW3Yg7wa32ZQB871E/LpIeOaaPwDcJt0QNOHsMvrkPPr8T1pg65r94rjGZTlKRle9FZvfHoXH2lUUSBosX5paZhiEuRx2MiIiISIrSsr9PzzFBVh8/6Pgk8+h4T/zyFjFpRfOXhOjrmehuwXh3ax6Kf5wp3lSif299GR74jT+9tZIuz1csyYn8L95rIKosRBZhYkLdq7xFLnqyn9Uy9ftf7TaTGu7e76Hr98z11jGDyA16Q7lzUjxHFoa2Y6FsPchbFMrU5X337Yn3X9EM+i2HAevMINipgzBjEGyZBVt/gV9M9NoMTwMoW99cSJk3OmlbDm6Cf1fhshxQuwszvA3NusA77jsS6zMXKg8d/wc1O2Te+5AOwdb/qE/MJBUbQ21fLds69/C0qxc4nPDPghRrF5fmCOxexh1PjTVRwu6zJjW7dflFXsyWWNMyLJKXXfdk2mYEi+S+k0H1PS1RFe6aCB3G8y/FAt2a7FO7k+nve/1qolFFgkAw7scuaE+5+lC5pbm9/JPE5Rt/Iq8tjh3e0qy+aN8vkrWC8bd0MaHY5uR4cMD9s0xWq/C8sGO2fxLhTE9wZLDILLl2sLgIx6lu/wfQYLGISFbLKQcIIpK51DeIhIaA/U7r3ANPbIUe0xnh7sFL7nvNIG8mtCsOJzz8J/RZylGiLvl5gr4PC3PCFc2hcvPU17vqLuj9Ozz5Fzw4x9Q9vOC5Inja9YC5vf47+LKTqfG3ayE4nIxydYU2r5n7N/wIx01tZAceWD0ZgN+9V0O+YiZquOu30H0aP3ivz6ytFUnZbWPh7s+g9evspyjU7myWL34POO+YZO5oFuXpB/9rzo8Rw2HmYCAhI8HFJ5RM9jSDej2hw4fso2i6mxr0/UooqHEHXHV3oFuR/a5oblJNB0BO/d7qfCWXuMZ3fLNmMsSfNrXofaUyvvdcj2oV5x76vUuy8kSZrFbdfoTwfGZZ/pKsyCG1ihNkTU6SENDAvgWATd4KHKFggFsjmUUduoiIiMjFRQ+dwd+j21ywTLJXcp+DZKO8RQLdgqBzsX5giVUNmo+ATdNZvfuo/9Jp7TZ92ft9cShzNVRsYiI2f3mK2c6llLMdhqUmcvg7zw20THiyvEV86XlnJHlt/SYulNvfm0zpK8MioHq7xL+vfRRWfgqbZ8DRnYnLTx6CP8ea21HlOHr8GEVsJ8GZnylnU85qcO5v5wx5zOA0kPD9FkmOjr0yh46nJMMuv9lMtPjvb5j9vCmDcnQHe6xifJmQLUJEQkaW7V8rXGsmvE7rDw164/0xZ8Xi5qytSYcG9o0ALFBUsVwCHdCLSE6iPi3rXOp7m9Uz2PWZp0zvjeTm70Ba+h5F2AjXPQ69Z9M+/kVu9/3jml6J9zfqY/7fOJXL7fuIsLlMrdh8JZjrrZNtzdR3NWWZ/b6E5PtcopoZHLC8MO0x3gp/l26OX+HPN8F9htXey+Hx9dSL+wAemg8P/8nh8wINQnK7JUPUr2SdzH5vs/uzyqmvlWvY7VD/fnN7yTjYOR+c+Xkg/gn+y0AGGpFLEejfuPZ1FxHdxJToafhQ9r5sNnwmuTayuKF9MwALvDVTXEc/ChERkcyR2/apmt0uWUXfLZHQlpYI0ZDfZ155KxStDEe28aunHm+572TGXVFQ5mpcY/8JdOtEEjXqAzt+h53zud0BtzsWwmJz11j3nUy02UzK9NK1fQ/YGLCmhrJQjYzXMZdILtPgQYg/BXtXmFIaLV5k8//iAt0qkUwRqvtiSZ+Mnkfm2sHiivZDgM3MFs0mIX/SL8nS5yoioUoXQIKLPg8REckK2X6+YndA92lwaDMPjT9pBtvqJuzfNFgsQeTyZtD4MTi+m3Fr3Nzr+I0CtjNQtj5zd9S++ONFUqFje5EQEx5papImkb5jqFC7Rqx+SjIq1L7zkrpcO1gMcMKK5D8KBLoZIiIiqQrFA/hgOmAMxfdPRIKLZmKnLJj6+1CS49+3qNIQVRorB9VrzfGfWRYJ6v7TZoMWLwDwyooZfOa+hYWtD8JVnWH02gA3TkREMiKo9z8iAZJZx7NZdVyc1cfbuj6Yulxbsxhgj1UMsAW6GUFLJ8MiIiIiklV0rCkiEjpyQ5/9L8XghsFQqHyS5ardJyKSu6jPTxTI9+JSXjutj8nIvj0Yvh+Z3YZg2KZA0XFeolwdWbzHKhHoJlwyfYFFRERERNJGM4glEELle5cd7dT5q2Q2fadCjz4zEZHAUP8roU7f4eyRqyOLd1vFA90EEREREREREZFcIaMX+3JS9EdO2hYRkfRQ3ycioSinH7vl8shiDRZL2qTUCeTkzuFShUoEhQjoNxxKVG9IRDKDjlNERERCh/bbmU/nwBJs9J0Uyd3UBwSPoIgsfu+994iOjiZPnjw0bNiQpUuXprju+PHjuf766ylcuDCFCxemefPmqa6fGkUWi4iIiIiIJJUwY1on7iKSWdSnBBd9FqFPn6GI5BQ6RhAJDgEfLP76668ZOHAgw4cPZ+XKldSuXZuWLVty8ODBZNefO3cuXbp0Yc6cOSxatIjy5cvTokUL9u7dm+7X3p1JNYvVmYmISLDRvklEREREJOvpuFtEgpX6JwkluX3QONDbntvf/0AKlvc94IPFb7zxBr1796Znz55Ur16dDz74gLx58/LJJ58ku/4XX3zBo48+Sp06dahatSoff/wxXq+X2bNnp/u191jFMtp8EcliwdJZikjoU38iIiKZRfuUrKP3VuRC+l0Ehi6ci0haqK8IDfqMRFIX0MHi+Ph4VqxYQfPmzf3L7HY7zZs3Z9GiRWl6jtOnT+NyuShSpEi6Xvs/Kx8nyZuux+RE6iRFcpbc+ptO2O7cuv2izz476b0WkZxK/ZvkZrrQLTmZvtspC5X3JrPaGSrbm51y+nuSk/ZvobgdOen9DwZ6LyUrhQXyxQ8fPozH46FkyZJJlpcsWZLNmzen6TmGDBlCmTJlkgw4nysuLo64uDj/37GxsQDstYqB7RIbLiIiEsKih87g79Ftgvb55NLopEFERCRn0D5dJPvo9ybBTt9RyW10jUkkMAI6WJxRo0eP5quvvmLu3LnkyZMn2XVefvllRo4cecFyDRaLSDDJqQdCOqlJmd4bERERkeCg47KcLaeea4mIiIhIzhOoc5OApqEuVqwYDoeDAwcOJFl+4MABSpUqlepjX3vtNUaPHs2vv/7KVVddleJ6Tz31FMePH/f/2717N+AbLBYREZGQohRGWSOU3tNAfAdC9Xt3bpuzehtC8f0JJnr/JCfR9znrZcd7HKr7vozKjdssoUHfzdzbLwWTUHj/9T0RMfQ7kPQK6GCx0+mkXr16zJ4927/M6/Uye/ZsGjVqlOLjxowZwwsvvMCsWbOoX79+qq8RERFBVFRUkn+gwWIRERERERERyT66aCcikvNpsDL06DOTjMip351Q/V2EYpuDRUAHiwEGDhzI+PHjmTRpEps2beKRRx7h1KlT9OzZE4D77ruPp556yr/+K6+8wrBhw/jkk0+Ijo5m//797N+/n5MnT6brdTVYLJKzheoOLTtl1vuj91mCjX7/wUGfQ86mz1dEQpn6sKSC7b0ItvZIcNL3RHISfZ9FJFipf7pQTn1PAl6zuFOnThw6dIjnnnuO/fv3U6dOHWbNmkXJkiUB2LVrF3Z74pj2uHHjiI+Pp2PHjkmeZ/jw4YwYMSLNr7vGe1mmtF8kq+TUTkdERERERCRQdJ4lIiIiIiKSVMAHiwH69u1L3759k71v7ty5Sf7++++/M+U1T5A/8GHVIiKSouihM/h7dJtAN0NEJNcLpf5Yg0AiF6ffiYhcimA9HgjWdomIiCRHx+ISrDReKiIiIpIBOtAXkUBQ35N7BeKz1/dNRCT3CqV9gMoMZC69lyKSWdQ/Bz8NFouIpIN2aiIiwUn9s1yqnHDSmhO2IbfT5yciIiIZlROOJ3RcKyISGBosFhEREREJYbqgkjvoMxYJPfrdZh7t60RyJ/3ug4M+B9F3IHjpGEkyS1DULBYREREREREREckoXTAVuZB+FyIiIpIaDRaLiIikQCfUIiIiIiIiEgpy+/lrbt9+keyg35lIzqU01FlEHadI5qfBUFoNERERERERuRQ6lxSRzJLQn6hfCW26zigikkiRxUFIOykREREREckNdO4TeoL9Mwv29omIiIiIiAQbRRZLttFJu4hI1tGMWLkU+s6IZB/93kQko9SPiEhOoj5NREQkeGiwWEREREQkl9JFOgl2+o7mbPp8RUREEmm/KCIigaLBYpHz6MBMMpu+UyIiIjlLavt2ZXoQyXz6XYmIiIiIiGQd1SwWEREREREREZF00QC+iIhIzqR9vEjuo8hiEREJeoomERHJfup3Q48+MxERuRTaf0iw0XdSREQkeymyWERERERERCSX04V5yQnS+j1OWO/v0W2ysjkSIOrPRERERNJHg8UiEhJC6WQvsy48hNI2i4SazPh9RQ+doQuMElDBvJ8I5rZlN/UVwUGfg4hIzqfjj+Ciz0Myk75P6aNjXxFJLw0Wi0iOoQNHERERCWY56VglJ21LKNPnICLBKqv6J/V7OZs+35xNA5iSndSfiKSPBotFRERERERERERERCTH0yCiyKXT7yfn0mCxiIhINtJBlYiIyMUp8kQkY/QbklCicyQJFfquioiEPvXlydNgcRDJjpO5c38Iuf3EUZ1C5tLFCEkLfU9EREQkNTpGz1x6P0VEgoP6YxERkdCUW/bh9kA3QERERNImtxycBDt9DiIiIiIiIiKSm0UPnaHrIyI5iCKLRURERERERCTT6MKh5HbKqCTZSX2uiIiIZJQii0WymA7aRURERERERIKPoqJERERERDRYLCKSJrqIIJJ99FsTEQldodSH6/hORERERBLouFBEcjOloRYJUTqAERERERFJSsfIIiIiIiIiIumjyGLJlXQRSUREREREREREREREAkXjFBIsNFgsIiIiIiIiIiIiIiIiIpILabA4k6nulYgkUF8gIiIiIiIiIiIiIiLBTDWLRURERERE0kATwUREREREREQkp1FksWQJXUgTERERERERERERERERCW4aLBYRERERERERERERERERyYU0WCwiIiIiIiIiIiIiIiIikgtpsFgyldJPi4iIiIiIiIiIiIiIiISGsEA3QEREspcmdYiISG6hfV5w0+cjIiIiIiIiEniKLBYRERERkWyjAUIRERERERERkeChwWIRERERERERERERERERkVwoKAaL33vvPaKjo8mTJw8NGzZk6dKlqa7/7bffUrVqVfLkyUOtWrX4+eefs6mlIiKhJ3roDEVxiYiIiIiIiIiIiIjIBQI+WPz1118zcOBAhg8fzsqVK6lduzYtW7bk4MGDya6/cOFCunTpQq9evVi1ahXt27enffv2rF+/PptbLiIiIpI9NOFDREREREREREREskLAB4vfeOMNevfuTc+ePalevToffPABefPm5ZNPPkl2/bfeeotbb72VwYMHU61aNV544QXq1q3Lu+++m80tFxEREREREREREREREREJXWGBfPH4+HhWrFjBU0895V9mt9tp3rw5ixYtSvYxixYtYuDAgUmWtWzZkilTpiS7flxcHHFxcf6/jx8/DoA37vQF68bGxuKNO+3/PzVpWTcQz5cTtiHUni8nbENOf76csA3B/nw5YRuC/flywjYE+/PlhG0ItefLCduQ058vJ2xDsD9fTtiGYH++nLANwf58OWEbQu35csI25PTnywnbEOzPlxO2IdifLydsQ7A/X07YhlB7vpywDTn9+XLCNgT78+WEbQj25wuWbQCwLCvV9QFsVlrWyiL//vsvZcuWZeHChTRq1Mi//Mknn2TevHksWbLkgsc4nU4mTZpEly5d/Mvef/99Ro4cyYEDBy5Yf8SIEYwcOTJrNkBEREREREREREREREREJAjt3r2bcuXKpbpOQCOLs8NTTz2VJBL52LFjVKxYkV27dlGwYMEAtkxERFITGxtL+fLl2b17N1FRUYFujoiIJEN9tYhI8FNfLSIS/NRXi4iEhlDqry3L4sSJE5QpU+ai6wZ0sLhYsWI4HI4LIoIPHDhAqVKlkn1MqVKl0rV+REQEERERFywvWLBg0H+QIiICUVFR6q9FRIKc+moRkeCnvlpEJPiprxYRCQ2h0l+nNWjWnsXtSJXT6aRevXrMnj3bv8zr9TJ79uwkaanP1ahRoyTrA8TExKS4voiIiIiIiIiIiIiIiIiIXCjgaagHDhxI9+7dqV+/Pg0aNGDs2LGcOnWKnj17AnDfffdRtmxZXn75ZQD69+9P06ZNef3112nTpg1fffUVy5cv56OPPgrkZoiIiIiIiIiIiIiIiIiIhJSADxZ36tSJQ4cO8dxzz7F//37q1KnDrFmzKFmyJAC7du3Cbk8MgG7cuDGTJ0/m2Wef5emnn6Zy5cpMmTKFmjVrpun1IiIiGD58eLKpqUVEJHiovxYRCX7qq0VEgp/6ahGR4Ke+WkQkNOTU/tpmWZYV6EaIiIiIiIiIiIiIiIiIiEj2CmjNYhERERERERERERERERERCQwNFouIiIiIiIiIiIiIiIiI5EIaLBYRERERERERERERERERyYU0WCwiIiIiIiIiIiIiIiIikgvlusHi9957j+joaPLkyUPDhg1ZunRpoJskIpIrvPzyy1xzzTUUKFCAEiVK0L59e7Zs2ZJknbNnz9KnTx+KFi1K/vz5ufPOOzlw4ECSdXbt2kWbNm3ImzcvJUqUYPDgwbjd7uzcFBGRXGP06NHYbDYGDBjgX6a+WkQkOOzdu5d7772XokWLEhkZSa1atVi+fLn/fsuyeO655yhdujSRkZE0b96cbdu2JXmOo0eP0rVrV6KioihUqBC9evXi5MmT2b0pIiI5ksfjYdiwYVSqVInIyEguv/xyXnjhBSzL8q+jvlpEJPvNnz+f2267jTJlymCz2ZgyZUqS+zOrb167di3XX389efLkoXz58owZMyarN+2S5arB4q+//pqBAwcyfPhwVq5cSe3atWnZsiUHDx4MdNNERHK8efPm0adPHxYvXkxMTAwul4sWLVpw6tQp/zqPP/4406ZN49tvv2XevHn8+++/dOjQwX+/x+OhTZs2xMfHs3DhQiZNmsTEiRN57rnnArFJIiI52rJly/jwww+56qqrkixXXy0iEnj//fcfTZo0ITw8nJkzZ7Jx40Zef/11Chcu7F9nzJgxvP3223zwwQcsWbKEfPny0bJlS86ePetfp2vXrmzYsIGYmBimT5/O/PnzefDBBwOxSSIiOc4rr7zCuHHjePfdd9m0aROvvPIKY8aM4Z133vGvo75aRCT7nTp1itq1a/Pee+8le39m9M2xsbG0aNGCihUrsmLFCl599VVGjBjBRx99lOXbd0msXKRBgwZWnz59/H97PB6rTJky1ssvvxzAVomI5E4HDx60AGvevHmWZVnWsWPHrPDwcOvbb7/1r7Np0yYLsBYtWmRZlmX9/PPPlt1ut/bv3+9fZ9y4cVZUVJQVFxeXvRsgIpKDnThxwqpcubIVExNjNW3a1Orfv79lWeqrRUSCxZAhQ6zrrrsuxfu9Xq9VqlQp69VXX/UvO3bsmBUREWF9+eWXlmVZ1saNGy3AWrZsmX+dmTNnWjabzdq7d2/WNV5EJJdo06aNdf/99ydZ1qFDB6tr166WZamvFhEJBoD1448/+v/OrL75/ffftwoXLpzkOsiQIUOsKlWqZPEWXZpcE1kcHx/PihUraN68uX+Z3W6nefPmLFq0KIAtExHJnY4fPw5AkSJFAFixYgUulytJP121alUqVKjg76cXLVpErVq1KFmypH+dli1bEhsby4YNG7Kx9SIiOVufPn1o06ZNkj4Z1FeLiASLn376ifr163PXXXdRokQJrr76asaPH++/f+fOnezfvz9Jf12wYEEaNmyYpL8uVKgQ9evX96/TvHlz7HY7S5Ysyb6NERHJoRo3bszs2bPZunUrAGvWrOHPP/+kVatWgPpqEZFglFl986JFi7jhhhtwOp3+dVq2bMmWLVv477//smlr0i4s0A3ILocPH8bj8SS5aAVQsmRJNm/eHKBWiYjkTl6vlwEDBtCkSRNq1qwJwP79+3E6nRQqVCjJuiVLlmT//v3+dZLrxxPuExGRjPvqq69YuXIly5Ytu+A+9dUiIsHhr7/+Yty4cQwcOJCnn36aZcuW8dhjj+F0Ounevbu/v02uPz63vy5RokSS+8PCwihSpIj6axGRTDB06FBiY2OpWrUqDocDj8fDSy+9RNeuXQHUV4uIBKHM6pv3799PpUqVLniOhPvOLR8TDHLNYLGIiASPPn36sH79ev78889AN0VERM6xe/du+vfvT0xMDHny5Al0c0REJAVer5f69eszatQoAK6++mrWr1/PBx98QPfu3QPcOhERAfjmm2/44osvmDx5MjVq1GD16tUMGDCAMmXKqK8WEZGgkmvSUBcrVgyHw8GBAweSLD9w4AClSpUKUKtERHKfvn37Mn36dObMmUO5cuX8y0uVKkV8fDzHjh1Lsv65/XSpUqWS7ccT7hMRkYxZsWIFBw8epG7duoSFhREWFsa8efN4++23CQsLo2TJkuqrRUSCQOnSpalevXqSZdWqVWPXrl1AYn+b2jWQUqVKcfDgwST3u91ujh49qv5aRCQTDB48mKFDh9K5c2dq1apFt27dePzxx3n55ZcB9dUiIsEos/rmULs2kmsGi51OJ/Xq1WP27Nn+ZV6vl9mzZ9OoUaMAtkxEJHewLIu+ffvy448/8vvvv1+QhqNevXqEh4cn6ae3bNnCrl27/P10o0aNWLduXZKdcUxMDFFRURdcLBMRkfRr1qwZ69atY/Xq1f5/9evXp2vXrv7b6qtFRAKvSZMmbNmyJcmyrVu3UrFiRQAqVapEqVKlkvTXsbGxLFmyJEl/fezYMVasWOFf5/fff8fr9dKwYcNs2AoRkZzt9OnT2O1JL787HA68Xi+gvlpEJBhlVt/cqFEj5s+fj8vl8q8TExNDlSpVgi4FNeSyNNQDBw6ke/fu1K9fnwYNGjB27FhOnTpFz549A900EZEcr0+fPkyePJmpU6dSoEABf/2GggULEhkZScGCBenVqxcDBw6kSJEiREVF0a9fPxo1asS1114LQIsWLahevTrdunVjzJgx7N+/n2effZY+ffoQERERyM0TEckRChQo4K8lnyBfvnwULVrUv1x9tYhI4D3++OM0btyYUaNGcffdd7N06VI++ugjPvroIwBsNhsDBgzgxRdfpHLlylSqVIlhw4ZRpkwZ2rdvD5hI5FtvvZXevXvzwQcf4HK56Nu3L507d6ZMmTIB3DoRkZzhtttu46WXXqJChQrUqFGDVatW8cYbb3D//fcD6qtFRALl5MmTbN++3f/3zp07Wb16NUWKFKFChQqZ0jffc889jBw5kl69ejFkyBDWr1/PW2+9xZtvvhmITb44K5d55513rAoVKlhOp9Nq0KCBtXjx4kA3SUQkVwCS/TdhwgT/OmfOnLEeffRRq3DhwlbevHmtO+64w9q3b1+S5/n777+tVq1aWZGRkVaxYsWsQYMGWS6XK5u3RkQk92jatKnVv39//9/qq0VEgsO0adOsmjVrWhEREVbVqlWtjz76KMn9Xq/XGjZsmFWyZEkrIiLCatasmbVly5Yk6xw5csTq0qWLlT9/fisqKsrq2bOndeLEiezcDBGRHCs2Ntbq37+/VaFCBStPnjzWZZddZj3zzDNWXFycfx311SIi2W/OnDnJXqfu3r27ZVmZ1zevWbPGuu6666yIiAirbNmy1ujRo7NrE9PNZlmWFaBxahERERERERERERERERERCZBcU7NYREREREREREREREREREQSabBYRERERERERERERERERCQX0mCxiIiIiIiIiIiIiIiIiEgupMFiEREREREREREREREREZFcSIPFIiIiIiIiIiIiIiIiIiK5kAaLRURERERERERERERERERyIQ0Wi4iIiIiIiIiIiIiIiIjkQhosFhERERERkRzr77//xmazsXr16kA3JVNNnDiRQoUKXXQ9m83GlClTsrw9IiIiIiIiEpo0WCwiIiIiIiJBzWazpfpvxIgRgW5ituvUqRNbt271/z1ixAjq1KlzwXr79u2jVatW2dgyERERERERCSVhgW6AiIiIiIiISGr27dvnv/3111/z3HPPsWXLFv+y/PnzB6JZARUZGUlkZORF1ytVqlQ2tEZERERERERClSKLRUREREREJKiVKlXK/69gwYLYbDb/3yVKlOCNN96gXLlyREREUKdOHWbNmpXic3k8Hu6//36qVq3Krl27AJg6dSp169YlT548XHbZZYwcORK32+1/jM1m4+OPP+aOO+4gb968VK5cmZ9++inVNkdHR/PCCy/QpUsX8uXLR9myZXnvvfeSrLNr1y5uv/128ufPT1RUFHfffTcHDhzw379mzRpuuukmChQoQFRUFPXq1WP58uVA0jTUEydOZOTIkaxZs8YfbT1x4kR/289NQ71u3TpuvvlmIiMjKVq0KA8++CAnT57039+jRw/at2/Pa6+9RunSpSlatCh9+vTB5XKlur0iIiIiIiISmjRYLCIiIiIiIiHrrbfe4vXXX+e1115j7dq1tGzZknbt2rFt27YL1o2Li+Ouu+5i9erV/PHHH1SoUIE//viD++67j/79+7Nx40Y+/PBDJk6cyEsvvZTksSNHjuTuu+9m7dq1tG7dmq5du3L06NFU2/bqq69Su3ZtVq1axdChQ+nfvz8xMTEAeL1ebr/9do4ePcq8efOIiYnhr7/+olOnTv7Hd+3alXLlyrFs2TJWrFjB0KFDCQ8Pv+B1OnXqxKBBg6hRowb79u1j3759SZ4nwalTp2jZsiWFCxdm2bJlfPvtt/z222/07ds3yXpz5sxhx44dzJkzh0mTJjFx4kT/4LOIiIiIiIjkLBosFhERERERkZD12muvMWTIEDp37kyVKlV45ZVXqFOnDmPHjk2y3smTJ2nTpg2HDh1izpw5FC9eHDCDwEOHDqV79+5cdtll3HLLLbzwwgt8+OGHSR7fo0cPunTpwhVXXMGoUaM4efIkS5cuTbVtTZo0YejQoVx55ZX069ePjh078uabbwIwe/Zs1q1bx+TJk6lXrx4NGzbk008/Zd68eSxbtgwwkcfNmzenatWqVK5cmbvuuovatWtf8DqRkZHkz5+fsLAwf8R1cimqJ0+ezNmzZ/n000+pWbMmN998M++++y6fffZZkojmwoUL8+6771K1alXatm1LmzZtmD179sU/DBEREREREQk5GiwWERERERGRkBQbG8u///5LkyZNkixv0qQJmzZtSrKsS5cunDp1il9//ZWCBQv6l69Zs4bnn3+e/Pnz+//17t2bffv2cfr0af96V111lf92vnz5iIqK4uDBg6m2r1GjRhf8ndCuTZs2Ub58ecqXL++/v3r16hQqVMi/zsCBA3nggQdo3rw5o0ePZseOHWl5W1K0adMmateuTb58+fzLmjRpgtfrTVIDukaNGjgcDv/fpUuXvui2ioiIiIiISGjSYLGIiIiIiIjkeK1bt2bt2rUsWrQoyfKTJ08ycuRIVq9e7f+3bt06tm3bRp48efzrnZ/+2Waz4fV6s7TNI0aMYMOGDbRp04bff/+d6tWr8+OPP2bpa0JgtlVEREREREQCQ4PFIiIiIiIiEpKioqIoU6YMCxYsSLJ8wYIFVK9ePcmyRx55hNGjR9OuXTvmzZvnX163bl22bNnCFVdcccE/uz1jp8yLFy++4O9q1aoBUK1aNXbv3s3u3bv992/cuJFjx44lafuVV17J448/zq+//kqHDh2YMGFCsq/ldDrxeDyptqdatWqsWbOGU6dO+ZctWLAAu91OlSpV0r19IiIiIiIiEvrCAt0AERERERERkUs1ePBghg8fzuWXX06dOnWYMGECq1ev5osvvrhg3X79+uHxeGjbti0zZ87kuuuu47nnnqNt27ZUqFCBjh07YrfbWbNmDevXr+fFF1/MUNsWLFjAmDFjaN++PTExMXz77bfMmDEDgObNm1OrVi26du3K2LFjcbvdPProozRt2pT69etz5swZBg8eTMeOHalUqRJ79uxh2bJl3Hnnncm+VnR0NDt37mT16tWUK1eOAgUKEBERkWSdrl27Mnz4cLp3786IESM4dOgQ/fr1o1u3bpQsWTJD2yoiIiIiIiKhSYPFIiIiIiIiErIee+wxjh8/zqBBgzh48CDVq1fnp59+onLlysmuP2DAALxeL61bt2bWrFm0bNmS6dOn8/zzz/PKK68QHh5O1apVeeCBBzLctkGDBrF8+XJGjhxJVFQUb7zxBi1btgRMauepU6fSr18/brjhBux2O7feeivvvPMOAA6HgyNHjnDfffdx4MABihUrRocOHRg5cmSyr3XnnXfyww8/cNNNN3Hs2DEmTJhAjx49kqyTN29efvnlF/r3788111xD3rx5ufPOO3njjTcyvK0iIiIiIiISmmyWZVmBboSIiIiIiIhIThIdHc2AAQMYMGBAoJsiIiIiIiIikiLVLBYRERERERERERERERERyYU0WCwiIiIiIiIiIiIiIiIikgspDbWIiIiIiIiIiIiIiIiISC6kyGIRERERERERERERERERkVxIg8UiIiIiIiIiIiIiIiIiIrmQBotFRERERERERERERERERHIhDRaLiIiIiIiIiIiIiIiIiORCGiwWEREREREREREREREREcmFNFgsIiIiIiIiIiIiIiIiIpILabBYRERERERERERERERERCQX0mCxiIiIiIiIiIiIiIiIiEgupMFiEREREREREREREREREZFc6P9ncJ5AedV/ugAAAABJRU5ErkJggg==\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "# We can also take a peak at the log probabilities for each generated token:\n",
        "\n",
        "# 1. Extract probabilities:\n",
        "gen_dna_logprobs = output['choices'][0]['logprobs']['token_logprobs']\n",
        "gen_dna_probs = np.exp(gen_dna_logprobs)\n",
        "\n",
        "# 2. Compute exponential moving average over probabilities (for plotting):\n",
        "def exponential_moving_average(x, alpha: float=0.1):\n",
        "  \"\"\"little helper to compute exponential moving average over input array x\"\"\"\n",
        "  ema = [x[0]]\n",
        "  for i in range(1, len(x)):\n",
        "      ema_value = alpha * x[i] + (1 - alpha) * ema[i - 1]\n",
        "      ema.append(ema_value)\n",
        "  return np.array(ema)\n",
        "\n",
        "ema_gen_dna_probs = exponential_moving_average(gen_dna_probs)\n",
        "\n",
        "# 3. Plot probabilities & EMA:\n",
        "fig, ax = plt.subplots(1,1,figsize=(24,3))\n",
        "ax.bar(np.arange(gen_dna_probs.shape[0]), gen_dna_probs, color='C0')\n",
        "ax.plot(ema_gen_dna_probs, color='C1', label='EMA')\n",
        "ax.set_xlabel('Token position')\n",
        "ax.set_ylabel('Probability')\n",
        "ax.set_xlim(0, max_tokens)\n",
        "ax.legend()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {
        "id": "M9h4jbij3gU_"
      },
      "outputs": [],
      "source": [
        "# We save the generated DNA sequence to a local .fasta file.\n",
        "# This will make it easier to digest for prodigal (see below).\n",
        "gen_dna_seq_record = SeqRecord(\n",
        "  Seq(gen_dna_seq),\n",
        "  id=\"evo-dna\",\n",
        "  description=\"DNA sequence generated by Evo.\"\n",
        ")\n",
        "with open(sequence_fasta, \"w\") as output_handle:\n",
        "  SeqIO.write(gen_dna_seq_record, output_handle, \"fasta\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 14,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "v4t4K7X3biMt",
        "outputId": "94c825de-6e3d-4af1-d987-52d6fba97892"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            ">evo-dna DNA sequence generated by Evo.\n",
            "TACAACGAGCAGCAACACAGATTCAATGAGAAAGAGAAANTAAAGATCATGACACAACGA\n",
            "AATTTGCAAATTTTTGAAGATGAACCAAACATTGCATAAAACCGTAAACCCGCGACCGTC\n",
            "ATGAACCCGTTCCCTTGTCAGAAGAGACCTGAAAACTACGAAGATTGGATCCGTGGAGTC\n",
            "AAATGGCCAATSTATAAAAACCNCCGTTACAGACGGCCACGGCCCATGGGGGGGGGGCTG\n",
            "ACAATACATCAAAACGGCGCCTGCAAAACGCTGCAAAGGAACAATGCGAACCACAGCGCG\n",
            "ACCCGCAAGGGGGCGCCAGACAGACCATCCCCATCACCGCAGGGCGGCACCCCAAAAATG\n",
            "CCCCCGATAAAACGACCAAATGTCACGGGACTACCTGCATCACTCAACACCGCCCCCCCA\n",
            "GGCAGCCCAAACGTTCACGCTTTTAAAGAAGAGCTTAACGCAACCGAGCAGGCTCCGCCT\n",
            "TCGTCCGCACCTCCGAATAGAGAACGACCAGACGAAGGGCACTCTAGCTGCTCGTGCAAG\n",
            "TAGCGTCGCCTAGAACTCCCCGTCCATTATGGCAGCGGCCCTATAAAACGACTTGAAAGC\n",
            "CCGCGTAAACCGTCCGCACAGCCCTCACGGCCTTCTGGTCCTAGTAGGGGGAACAAAACG\n",
            "GCACACGGCCAAACCTCCGCTGCCGCCTGGCCCCCCGCCTGTATTCCACCAGGAGCACCC\n",
            "ACGATACAGACGGGAGAGTGGCGAAGAAAAGCCGCAAACGAAGCGTTTCGAAGGAGGCCC\n",
            "AGAAACCTCTGGAACCAACGTGACCACGCTCGCCAACCCATTTAAAAGCCAGAGAATAAC\n",
            "ACACAGGCCGTTGTTAAAACATAAAAAAGCCAAACAAGCCCTACAAGAACTTTTCCAAAC\n",
            "TCCAAGAGGAGCGCCGCTACCAGCACCCACCCACCGCCGCTGACGCTGATCATAAGACGT\n",
            "AAGCTGACCCACACGACACAGCCCCCAAGACTACAACCTAGATCACCCACCGCGGAACAC\n",
            "CGCC\n"
          ]
        }
      ],
      "source": [
        "# This is how the sequence_fasta file looks like:\n",
        "!cat '{sequence_fasta}'"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "xd5dzNPb-lKX"
      },
      "source": [
        "# 5. Predicting protein-coding genes from the DNA sequence"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 15,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "NDGzM4sB3kcT",
        "outputId": "2e0f4bbf-4840-4b04-9cd3-46473c390cfa"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "-------------------------------------\n",
            "PRODIGAL v2.6.3 [February, 2016]         \n",
            "Univ of Tenn / Oak Ridge National Lab\n",
            "Doug Hyatt, Loren Hauser, et al.     \n",
            "-------------------------------------\n",
            "Request:  Metagenomic, Phase:  Training\n",
            "Initializing training files...done!\n",
            "-------------------------------------\n",
            "Request:  Metagenomic, Phase:  Gene Finding\n",
            "Finding genes in sequence #1 (1024 bp)...done!\n"
          ]
        }
      ],
      "source": [
        "# To predict protein-coding genes from our DNA sequence, we use prodigal.\n",
        "# We run prodigal as a shell command, using the sequence_fasta as input,\n",
        "# and saving the results to another fasta file (-> proteins_fasta):\n",
        "!prodigal -i '{sequence_fasta}' -a '{proteins_fasta}' -o 'genes.gff' -p 'meta' -f 'gff'\n",
        "\n",
        "# Learn more about prodigal here: https://github.com/hyattpd/prodigal/wiki"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 16,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "iOQyzU2Dczl5",
        "outputId": "7391bdc5-43fd-432c-80e3-b58b88abae8b"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            ">evo-dna_1 # 1 # 294 # -1 # ID=1_1;partial=10;start_type=GTG;rbs_motif=None;rbs_spacer=None;gc_cont=0.469\n",
            "MVRIVPLQRFAGAVLMYCQPPPHGPWPSVTXVFIXWPFDSTDPIFVVFRSLLTRERVHDG\n",
            "RGFTVLCNVWFIFKNLQISLCHDLXFLFLIESVLLLVV\n",
            ">evo-dna_2 # 822 # 1022 # -1 # ID=1_2;partial=01;start_type=Edge;rbs_motif=None;rbs_spacer=None;gc_cont=0.527\n",
            "RCSAVGDLGCSLGGCVVWVSLRLMISVSGGGWVLVAALLLEFGKVLVGLVWLFYVLTTAC\n",
            "VLFSGF*\n"
          ]
        }
      ],
      "source": [
        "# This is how our saved proteins_fasta file looks like:\n",
        "!cat '{proteins_fasta}'"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 17,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 249
        },
        "id": "GlIAjNPXxzn0",
        "outputId": "1f87b5a2-b586-4adb-c81d-c31ac9afe5c8"
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.legend.Legend at 0x7e65624f0730>"
            ]
          },
          "metadata": {},
          "execution_count": 17
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 2400x300 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "# Let's also see where these predicted protein-coding genes\n",
        "# lie on our generated DNA sequence:\n",
        "\n",
        "# 1. Read protein-coding gene coordinates from the .fasta file:\n",
        "def load_fasta(file_path):\n",
        "  \"\"\"a little helper to load records from a .fasta file\"\"\"\n",
        "  sequences = []\n",
        "  with open(file_path, \"r\") as handle:\n",
        "      for record in SeqIO.parse(handle, \"fasta\"):\n",
        "          sequences.append(record)\n",
        "  return sequences\n",
        "\n",
        "def extract_start_end_coords(sequences):\n",
        "  \"\"\"a little helper to extract the start and\n",
        "  end coordinates of the predicted protein-coding\n",
        "  genes\"\"\"\n",
        "  coordinates = []\n",
        "  for record in sequences:\n",
        "      start, end = map(int, [info.strip() for info in record.description.split('#')[1:3]])\n",
        "      coordinates.append((start, end))\n",
        "  return coordinates\n",
        "\n",
        "gene_seqs = load_fasta(proteins_fasta)\n",
        "gene_coords = extract_start_end_coords(gene_seqs)\n",
        "\n",
        "# 2. Add coordinates to our previous token probability plot:\n",
        "fig, ax = plt.subplots(1,1,figsize=(24,3))\n",
        "ax.bar(np.arange(gen_dna_probs.shape[0]), gen_dna_probs, color='C0')\n",
        "ax.plot(ema_gen_dna_probs, color='C1', label='EMA')\n",
        "for ci, coords in enumerate(gene_coords):\n",
        "   ax.fill_between(\n",
        "    coords,\n",
        "    -.1, 0,\n",
        "    color=f'C{4+ci}',\n",
        "    alpha=0.75,\n",
        "    edgecolor='k',\n",
        "    linewidth=2,\n",
        "    label=f'coding region {ci+1}',\n",
        "    zorder=-99\n",
        "  )\n",
        "ax.set_xlabel('Token position')\n",
        "ax.set_ylabel('Probability')\n",
        "ax.set_xlim(0, max_tokens)\n",
        "ax.set_ylim(-0.15, 1)\n",
        "ax.legend(frameon=True, loc='upper center', ncols=2, fontsize='large')"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ft72BHu2oNcr"
      },
      "source": [
        "# 6. Predicting protein structures"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 18,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 237,
          "referenced_widgets": [
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            "100612a55f654088b64eeda594aba0a3",
            "21cee622e2d54b26b118d29adde1851e",
            "0bc55ed6c29442df99eb80ed48015671",
            "ad7d63077e4a4e2c9fc5b100aa8e5d70",
            "2c9b03f994794bbe849ddddfc3f62e3b",
            "095449a5d9634a36afa93b7310c4c44f",
            "55fabfb363d24950a99374bc1e9572a1",
            "ae055dd9d9a5466c811eaf663a160e47",
            "2f3a68c3c01e4ed3a3d923d305ee9592",
            "6227590df85e4962badab990b4b8722d",
            "2507e27268cb48298fa3f3a4613435b7",
            "19adf08cb3de424ba686dd4297bb456c",
            "e8088d7852eb4b3f97d9f83638c16991"
          ]
        },
        "id": "0CUmw4GL4Z7T",
        "outputId": "dc208cab-d7d3-4701-80c6-c99f1e4d6ffd"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/usr/local/lib/python3.10/site-packages/huggingface_hub/utils/_token.py:88: UserWarning: \n",
            "The secret `HF_TOKEN` does not exist in your Colab secrets.\n",
            "To authenticate with the Hugging Face Hub, create a token in your settings tab (https://huggingface.co/settings/tokens), set it as secret in your Google Colab and restart your session.\n",
            "You will be able to reuse this secret in all of your notebooks.\n",
            "Please note that authentication is recommended but still optional to access public models or datasets.\n",
            "  warnings.warn(\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "config.json:   0%|          | 0.00/2.10k [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "8bbcbfa9c97b4f3e91d18c92345cf028"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "pytorch_model.bin:   0%|          | 0.00/8.44G [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
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            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Some weights of EsmForProteinFolding were not initialized from the model checkpoint at facebook/esmfold_v1 and are newly initialized: ['esm.contact_head.regression.bias', 'esm.contact_head.regression.weight']\n",
            "You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.\n"
          ]
        }
      ],
      "source": [
        "# To fold our predicted protein-coding genes, we use ESMFold,\n",
        "# as recently published by Meta:\n",
        "# https://www.science.org/doi/abs/10.1126/science.ade2574\n",
        "\n",
        "# Luckily, ESMFold is hosted on HuggingFace,\n",
        "# so loading and using the model is a breeze:\n",
        "# ~ Open source for the win! ~\n",
        "esmfold = EsmForProteinFolding.from_pretrained(\n",
        "  \"facebook/esmfold_v1\",\n",
        "  low_cpu_mem_usage = True # we set this flag to save some RAM during loading\n",
        ")\n",
        "esmfold = esmfold.to(device) # -> move ESMFold to the GPU\n",
        "esmfold.esm = esmfold.esm.half() # -> make sure we use a lightweight precision"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 19,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 113,
          "referenced_widgets": [
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        "id": "bgxVkTfY5NuI",
        "outputId": "f3b8b390-5a65-40b8-92e1-0c11cdc5cf7c"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "tokenizer_config.json:   0%|          | 0.00/40.0 [00:00<?, ?B/s]"
            ],
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              "version_minor": 0,
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        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "vocab.txt:   0%|          | 0.00/72.0 [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
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              "model_id": "f203ee334ee147a6a8233e2ec774e865"
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        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "special_tokens_map.json:   0%|          | 0.00/121 [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
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              "model_id": "5bb0e2181bf74eb980ea899e731ac745"
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      ],
      "source": [
        "# We will also need the ESMFold tokenizer to map our predicted protein-coding\n",
        "# genes to the token vocabulary of ESMFold:\n",
        "esmfold_tokenizer = AutoTokenizer.from_pretrained(\"facebook/esmfold_v1\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 20,
      "metadata": {
        "id": "UzA0gRlj4cdi"
      },
      "outputs": [],
      "source": [
        "# Using ESMFold, we can easily predict a protein folding structure:\n",
        "\n",
        "# 1. Select a predicted protein-coding gene that we want to fold:\n",
        "i = 0 # lets just use the first one.\n",
        "protein_record = list(SeqIO.parse(proteins_fasta, \"fasta\"))[i]\n",
        "protein_seq = str(protein_record.seq)[:-1] # remove stop codon\n",
        "\n",
        "# 2. Tokenize the gene to make it digestible for ESMFold:\n",
        "esmfold_in = esmfold_tokenizer(\n",
        "  [protein_seq],\n",
        "  return_tensors=\"pt\",\n",
        "  add_special_tokens=False\n",
        ")\n",
        "\n",
        "# 3. Feed the tokenized sequence to ESMfold:\n",
        "# (in PyTorch's inference_mode to avoid any costly gradient computations)\n",
        "with torch.inference_mode():\n",
        "  esmfold_out = esmfold(**esmfold_in.to(device))\n",
        "  esmfold_out_pdb = esmfold.output_to_pdb(esmfold_out)[0]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 21,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "v5AmMjMAdmWo",
        "outputId": "1803d0b2-7dff-4b55-d05a-76cce7489943"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Generated protein structure:      A       1  MET N      N        -1.658   20.505    6.157\n",
            "    A       1  MET CA     C        -2.361   20.300    4.895\n",
            "    A       1  MET C      C        -1.650   19.256    4.039\n",
            "    A       1  MET CB     C        -2.479   21.615    4.123\n",
            "    A       1  MET O      O        -0.455   19.381    3.766\n",
            "    A       1  MET CG     C        -3.547   21.599    3.042\n",
            "    A       1  MET SD     S        -3.770   23.238    2.249\n",
            "    A       1  MET CE     C        -4.370   22.725    0.615\n",
            "    A       2  VAL N      N        -2.091   17.938    4.022\n",
            "    A       2  VAL CA     C        -1.481   16.881    3.222\n",
            "    A       2  VAL C      C        -1.667   17.183    1.737\n",
            "    A       2  VAL CB     C        -2.077   15.496    3.563\n",
            "    A       2  VAL O      O        -2.769   17.521    1.299\n",
            "    A       2  VAL CG1    C        -1.424   14.404    2.718\n",
            "    A       2  VAL CG2    C        -1.911   15.196    5.051\n",
            "    A       3  ARG N      N        -0.495   17.498    1.016\n",
            "    A       3  ARG CA     C        -0.577   17.690   -0.428\n",
            "    A       3  ARG C      C        -0.450   16.361   -1.165\n",
            "    A       3  ARG CB     C         0.508   18.659   -0.904\n",
            "    A       3  ARG O      O         0.478   15.590   -0.910\n",
            "    A       3  ARG CG     C         0.112   19.474   -2.125\n",
            "    A       3  ARG CD     C         1.211   20.445   -2.535\n",
            "    A       3  ARG NE     N         0.831   21.224   -3.710\n",
            "    A       3  ARG NH1    N         2.848   22.339   -3.879\n",
            "    A       3  ARG NH2    N         1.171   22.760   -5.384\n",
            "    A       3  ARG CZ     C         1.618   22.106   -4.322\n",
            "    A       4  ILE N      N        -1.482   15.986   -1.811\n",
            "    A       4  ILE CA     C        -1.506   14.833   -2.705\n",
            "    A       4  ILE C      C        -1.066   15.255   -4.105\n",
            "    A       4  ILE CB     C        -2.910   14.188   -2.756\n",
            "    A       4  ILE O      O        -1.601   16.212   -4.669\n",
            "    A       4  ILE CG1    C        -3.386   13.831   -1.344\n",
            "    A       4  ILE CG2    C        -2.903   12.952   -3.661\n",
            "    A       4  ILE CD1    C        -4.793   13.254   -1.292\n",
            "    A       5  VAL N      N         0.148   14.851   -4.521\n",
            "    A       5  VAL CA     C         0.660   15.179   -5.847\n",
            "    A       5  VAL C      C         0.629   13.938   -6.736\n",
            "    A       5  VAL CB     C         2.094   15.749   -5.778\n",
            "    A       5  VAL O      O         1.140   12.882   -6.356\n",
            "    A       5  VAL CG1    C         2.557   16.216   -7.157\n",
            "    A       5  VAL CG2    C         2.164   16.896   -4.771\n",
            "    A       6  PRO N      N        -0.167   13.877   -7.836\n",
            "    A       6  PRO CA     C        -0.126   12.831   -8.860\n",
            "    A       6  PRO C      C         1.229   12.742   -9.559\n",
            "    A       6  PRO CB     C        -1.221   13.255   -9.842\n",
            "    A       6  PRO O      O         1.770   13.762   -9.996\n",
            "    A       6  PRO CG     C        -1.474   14.695   -9.532\n",
            "    A       6  PRO CD     C        -0.836   15.019   -8.212\n",
            "    A       7  LEU N      N         2.079   11.838   -9.255\n",
            "    A       7  LEU CA     C         3.331   11.821  -10.003\n",
            "    A       7  LEU C      C         3.087   11.456  -11.463\n",
            "    A       7  LEU CB     C         4.317   10.831   -9.375\n",
            "    A       7  LEU O      O         3.529   12.169  -12.367\n",
            "    A       7  LEU CG     C         5.419   11.433   -8.502\n",
            "    A       7  LEU CD1    C         5.753   10.494   -7.348\n",
            "    A       7  LEU CD2    C         6.661   11.728   -9.336\n",
            "    A       8  GLN N      N         2.295   10.528  -11.590\n",
            "    A       8  GLN CA     C         2.344    9.853  -12.883\n",
            "    A       8  GLN C      C         1.408    8.647  -12.909\n",
            "    A       8  GLN CB     C         3.773    9.416  -13.207\n",
            "    A       8  GLN O      O         1.219    7.980  -11.890\n",
            "    A       8  GLN CG     C         4.402   10.180  -14.364\n",
            "    A       8  GLN CD     C         5.845    9.784  -14.614\n",
            "    A       8  GLN NE2    N         6.433   10.324  -15.676\n",
            "    A       8  GLN OE1    O         6.427    8.999  -13.858\n",
            "    A       9  ARG N      N         0.378    8.679  -13.746\n",
            "    A       9  ARG CA     C        -0.406    7.540  -14.215\n",
            "    A       9  ARG C      C         0.501    6.392  -14.646\n",
            "    A       9  ARG CB     C        -1.315    7.954  -15.374\n",
            "    A       9  ARG O      O         1.403    6.581  -15.466\n",
            "    A       9  ARG CG     C        -2.732    8.306  -14.951\n",
            "    A       9  ARG CD     C        -3.606    8.662  -16.145\n",
            "    A       9  ARG NE     N        -4.961    9.019  -15.735\n",
            "    A       9  ARG NH1    N        -5.703    9.498  -17.869\n",
            "    A       9  ARG NH2    N        -7.123    9.709  -16.082\n",
            "    A       9  ARG CZ     C        -5.926    9.408  -16.563\n",
            "    A      10  PHE N      N         0.903    5.560  -13.764\n",
            "    A      10  PHE CA     C         1.501    4.296  -14.179\n",
            "    A      10  PHE C      C         0.455    3.188  -14.214\n",
            "    A      10  PHE CB     C         2.646    3.908  -13.239\n",
            "    A      10  PHE O      O        -0.242    2.954  -13.225\n",
            "    A      10  PHE CG     C         4.014    4.178  -13.805\n",
            "    A      10  PHE CD1    C         4.673    3.214  -14.558\n",
            "    A      10  PHE CD2    C         4.642    5.397  -13.583\n",
            "    A      10  PHE CE1    C         5.939    3.461  -15.083\n",
            "    A      10  PHE CE2    C         5.907    5.651  -14.105\n",
            "    A      10  PHE CZ     C         6.555    4.682  -14.853\n",
            "    A      11  ALA N      N         0.098    2.747  -15.447\n",
            "    A      11  ALA CA     C        -0.749    1.604  -15.780\n",
            "    A      11  ALA C      C        -2.130    1.741  -15.147\n",
            "    A      11  ALA CB     C        -0.088    0.303  -15.329\n",
            "    A      11  ALA O      O        -2.640    0.795  -14.542\n",
            "    A      12  GLY N      N        -2.687    3.014  -15.176\n",
            "    A      12  GLY CA     C        -3.989    3.361  -14.630\n",
            "    A      12  GLY C      C        -3.946    3.695  -13.151\n",
            "    A      12  GLY O      O        -4.950    4.124  -12.577\n",
            "    A      13  ALA N      N        -2.834    3.511  -12.527\n",
            "    A      13  ALA CA     C        -2.675    3.889  -11.125\n",
            "    A      13  ALA C      C        -2.135    5.310  -10.997\n",
            "    A      13  ALA CB     C        -1.750    2.906  -10.411\n",
            "    A      13  ALA O      O        -1.349    5.760  -11.834\n",
            "    A      14  VAL N      N        -2.970    6.232  -10.365\n",
            "    A      14  VAL CA     C        -2.531    7.557   -9.939\n",
            "    A      14  VAL C      C        -1.729    7.444   -8.644\n",
            "    A      14  VAL CB     C        -3.728    8.515   -9.743\n",
            "    A      14  VAL O      O        -2.221    6.913   -7.646\n",
            "    A      14  VAL CG1    C        -3.246    9.897   -9.307\n",
            "    A      14  VAL CG2    C        -4.549    8.611  -11.027\n",
            "    A      15  LEU N      N        -0.442    7.350   -8.721\n",
            "    A      15  LEU CA     C         0.491    7.459   -7.604\n",
            "    A      15  LEU C      C         0.348    8.807   -6.906\n",
            "    A      15  LEU CB     C         1.931    7.271   -8.088\n",
            "    A      15  LEU O      O         0.437    9.856   -7.549\n",
            "    A      15  LEU CG     C         2.646    6.005   -7.613\n",
            "    A      15  LEU CD1    C         2.989    5.113   -8.801\n",
            "    A      15  LEU CD2    C         3.902    6.363   -6.826\n",
            "    A      16  MET N      N        -0.455    8.837   -5.792\n",
            "    A      16  MET CA     C        -0.628   10.044   -4.988\n",
            "    A      16  MET C      C         0.369   10.075   -3.833\n",
            "    A      16  MET CB     C        -2.056   10.131   -4.448\n",
            "    A      16  MET O      O         0.616    9.051   -3.193\n",
            "    A      16  MET CG     C        -3.104   10.374   -5.523\n",
            "    A      16  MET SD     S        -4.761   10.730   -4.821\n",
            "    A      16  MET CE     C        -5.267    9.057   -4.332\n",
            "    A      17  TYR N      N         1.280   11.083   -3.792\n",
            "    A      17  TYR CA     C         2.283   11.455   -2.801\n",
            "    A      17  TYR C      C         1.676   12.332   -1.712\n",
            "    A      17  TYR CB     C         3.453   12.185   -3.467\n",
            "    A      17  TYR O      O         0.948   13.282   -2.006\n",
            "    A      17  TYR CG     C         4.705   12.221   -2.625\n",
            "    A      17  TYR CD1    C         5.039   13.354   -1.887\n",
            "    A      17  TYR CD2    C         5.557   11.123   -2.566\n",
            "    A      17  TYR CE1    C         6.193   13.393   -1.111\n",
            "    A      17  TYR CE2    C         6.713   11.151   -1.793\n",
            "    A      17  TYR OH     O         8.165   12.321   -0.303\n",
            "    A      17  TYR CZ     C         7.022   12.288   -1.070\n",
            "    A      18  CYS N      N         1.682   11.908   -0.453\n",
            "    A      18  CYS CA     C         1.531   12.787    0.701\n",
            "    A      18  CYS C      C         2.875   13.368    1.123\n",
            "    A      18  CYS CB     C         0.902   12.033    1.872\n",
            "    A      18  CYS O      O         3.829   12.626    1.366\n",
            "    A      18  CYS SG     S        -0.844   11.638    1.629\n",
            "    A      19  GLN N      N         3.139   14.554    0.668\n",
            "    A      19  GLN CA     C         4.224   15.354    1.227\n",
            "    A      19  GLN C      C         4.032   15.569    2.726\n",
            "    A      19  GLN CB     C         4.320   16.702    0.512\n",
            "    A      19  GLN O      O         2.958   15.981    3.167\n",
            "    A      19  GLN CG     C         5.743   17.229    0.383\n",
            "    A      19  GLN CD     C         5.813   18.559   -0.344\n",
            "    A      19  GLN NE2    N         6.975   19.203   -0.293\n",
            "    A      19  GLN OE1    O         4.831   19.005   -0.947\n",
            "    A      20  PRO N      N         4.892   15.043    3.533\n",
            "    A      20  PRO CA     C         4.912   15.466    4.935\n",
            "    A      20  PRO C      C         4.859   16.984    5.095\n",
            "    A      20  PRO CB     C         6.242   14.909    5.452\n",
            "    A      20  PRO O      O         5.253   17.718    4.185\n",
            "    A      20  PRO CG     C         7.035   14.612    4.221\n",
            "    A      20  PRO CD     C         6.102   14.593    3.044\n",
            "    A      21  PRO N      N         4.093   17.494    6.026\n",
            "    A      21  PRO CA     C         4.316   18.898    6.376\n",
            "    A      21  PRO C      C         5.793   19.228    6.582\n",
            "    A      21  PRO CB     C         3.532   19.066    7.680\n",
            "    A      21  PRO O      O         6.582   18.348    6.936\n",
            "    A      21  PRO CG     C         3.305   17.672    8.171\n",
            "    A      21  PRO CD     C         3.521   16.723    7.027\n",
            "    A      22  PRO N      N         6.224   20.411    6.078\n",
            "    A      22  PRO CA     C         7.604   20.883    6.213\n",
            "    A      22  PRO C      C         8.147   20.720    7.631\n",
            "    A      22  PRO CB     C         7.510   22.362    5.831\n",
            "    A      22  PRO O      O         9.361   20.610    7.823\n",
            "    A      22  PRO CG     C         6.048   22.620    5.657\n",
            "    A      22  PRO CD     C         5.318   21.312    5.763\n",
            "    A      23  HIS N      N         7.386   20.706    8.702\n",
            "    A      23  HIS CA     C         7.918   20.823   10.055\n",
            "    A      23  HIS C      C         7.246   19.832   10.999\n",
            "    A      23  HIS CB     C         7.740   22.250   10.578\n",
            "    A      23  HIS O      O         6.626   20.232   11.987\n",
            "    A      23  HIS CG     C         8.372   23.291    9.709\n",
            "    A      23  HIS CD2    C         7.824   24.292    8.980\n",
            "    A      23  HIS ND1    N         9.733   23.371    9.515\n",
            "    A      23  HIS CE1    C         9.997   24.381    8.702\n",
            "    A      23  HIS NE2    N         8.856   24.956    8.364\n",
            "    A      24  GLY N      N         7.166   18.490   10.638\n",
            "    A      24  GLY CA     C         6.607   17.548   11.594\n",
            "    A      24  GLY C      C         7.505   16.352   11.847\n",
            "    A      24  GLY O      O         8.469   16.126   11.112\n",
            "    A      25  PRO N      N         7.829   15.877   13.129\n",
            "    A      25  PRO CA     C         8.735   14.749   13.352\n",
            "    A      25  PRO C      C         8.433   13.560   12.443\n",
            "    A      25  PRO CB     C         8.494   14.389   14.820\n",
            "    A      25  PRO O      O         9.006   12.482   12.619\n",
            "    A      25  PRO CG     C         7.090   14.821   15.094\n",
            "    A      25  PRO CD     C         6.772   15.994   14.213\n",
            "    A      26  TRP N      N         7.547   13.528   11.492\n",
            "    A      26  TRP CA     C         7.061   12.357   10.770\n",
            "    A      26  TRP C      C         8.205   11.647   10.052\n",
            "    A      26  TRP CB     C         5.979   12.755    9.762\n",
            "    A      26  TRP O      O         9.163   12.287    9.614\n",
            "    A      26  TRP CG     C         4.830   13.504   10.368\n",
            "    A      26  TRP CD1    C         4.751   14.850   10.595\n",
            "    A      26  TRP CD2    C         3.595   12.946   10.829\n",
            "    A      26  TRP CE2    C         2.813   14.014   11.323\n",
            "    A      26  TRP CE3    C         3.073   11.647   10.871\n",
            "    A      26  TRP NE1    N         3.541   15.163   11.169\n",
            "    A      26  TRP CH2    C         1.049   12.539   11.883\n",
            "    A      26  TRP CZ2    C         1.535   13.820   11.853\n",
            "    A      26  TRP CZ3    C         1.802   11.456   11.399\n",
            "    A      27  PRO N      N         8.468   10.471   10.161\n",
            "    A      27  PRO CA     C         9.180    9.737    9.111\n",
            "    A      27  PRO C      C         8.581    9.962    7.724\n",
            "    A      27  PRO CB     C         9.031    8.275    9.539\n",
            "    A      27  PRO O      O         7.360   10.075    7.586\n",
            "    A      27  PRO CG     C         7.976    8.293   10.598\n",
            "    A      27  PRO CD     C         7.747    9.716   11.019\n",
            "    A      28  SER N      N         9.130   10.959    6.953\n",
            "    A      28  SER CA     C         8.939   11.007    5.507\n",
            "    A      28  SER C      C         8.156    9.796    5.012\n",
            "    A      28  SER CB     C        10.288   11.080    4.790\n",
            "    A      28  SER O      O         8.738    8.746    4.732\n",
            "    A      28  SER OG     O        11.113    9.987    5.157\n",
            "    A      29  VAL N      N         7.242    9.172    5.896\n",
            "    A      29  VAL CA     C         6.488    8.052    5.342\n",
            "    A      29  VAL C      C         5.555    8.551    4.241\n",
            "    A      29  VAL CB     C         5.678    7.318    6.435\n",
            "    A      29  VAL O      O         4.744    9.453    4.467\n",
            "    A      29  VAL CG1    C         4.988    6.084    5.857\n",
            "    A      29  VAL CG2    C         6.586    6.931    7.601\n",
            "    A      30  THR N      N         6.055    8.765    3.009\n",
            "    A      30  THR CA     C         5.373    8.821    1.721\n",
            "    A      30  THR C      C         4.294    7.746    1.632\n",
            "    A      30  THR CB     C         6.366    8.654    0.556\n",
            "    A      30  THR O      O         4.589    6.553    1.737\n",
            "    A      30  THR CG2    C         5.701    8.958   -0.782\n",
            "    A      30  THR OG1    O         7.469    9.549    0.743\n",
            "    A      32  VAL N      N         1.275    6.349   -0.166\n",
            "    A      32  VAL CA     C         0.549    6.178   -1.419\n",
            "    A      32  VAL C      C        -0.822    5.563   -1.143\n",
            "    A      32  VAL CB     C         1.336    5.298   -2.417\n",
            "    A      32  VAL O      O        -0.927    4.555   -0.441\n",
            "    A      32  VAL CG1    C         0.586    5.181   -3.742\n",
            "    A      32  VAL CG2    C         2.736    5.868   -2.639\n",
            "    A      33  PHE N      N        -1.950    6.388   -1.184\n",
            "    A      33  PHE CA     C        -3.340    6.046   -0.908\n",
            "    A      33  PHE C      C        -4.048    5.591   -2.178\n",
            "    A      33  PHE CB     C        -4.077    7.241   -0.295\n",
            "    A      33  PHE O      O        -3.862    6.181   -3.245\n",
            "    A      33  PHE CG     C        -3.594    7.611    1.081\n",
            "    A      33  PHE CD1    C        -4.175    7.048    2.211\n",
            "    A      33  PHE CD2    C        -2.560    8.523    1.245\n",
            "    A      33  PHE CE1    C        -3.730    7.389    3.487\n",
            "    A      33  PHE CE2    C        -2.110    8.868    2.516\n",
            "    A      33  PHE CZ     C        -2.697    8.301    3.635\n",
            "    A      34  ILE N      N        -4.679    4.258   -2.309\n",
            "    A      34  ILE CA     C        -5.541    3.820   -3.401\n",
            "    A      34  ILE C      C        -6.709    3.010   -2.842\n",
            "    A      34  ILE CB     C        -4.759    2.985   -4.439\n",
            "    A      34  ILE O      O        -6.512    2.100   -2.034\n",
            "    A      34  ILE CG1    C        -3.554    3.775   -4.961\n",
            "    A      34  ILE CG2    C        -5.675    2.559   -5.590\n",
            "    A      34  ILE CD1    C        -2.672    2.994   -5.925\n",
            "    A      36  TRP N      N       -10.559    0.375   -2.200\n",
            "    A      36  TRP CA     C       -11.268   -0.645   -2.965\n",
            "    A      36  TRP C      C       -11.918   -1.668   -2.038\n",
            "    A      36  TRP CB     C       -10.315   -1.350   -3.935\n",
            "    A      36  TRP O      O       -11.412   -1.934   -0.946\n",
            "    A      36  TRP CG     C       -10.999   -1.975   -5.114\n",
            "    A      36  TRP CD1    C       -11.499   -3.244   -5.199\n",
            "    A      36  TRP CD2    C       -11.252   -1.358   -6.380\n",
            "    A      36  TRP CE2    C       -11.911   -2.313   -7.185\n",
            "    A      36  TRP CE3    C       -10.986   -0.089   -6.911\n",
            "    A      36  TRP NE1    N       -12.049   -3.454   -6.442\n",
            "    A      36  TRP CH2    C       -12.036   -0.788   -8.991\n",
            "    A      36  TRP CZ2    C       -12.308   -2.037   -8.496\n",
            "    A      36  TRP CZ3    C       -11.383    0.183   -8.216\n",
            "    A      37  PRO N      N       -13.000   -2.644   -2.756\n",
            "    A      37  PRO CA     C       -14.046   -3.581   -2.341\n",
            "    A      37  PRO C      C       -13.490   -4.948   -1.946\n",
            "    A      37  PRO CB     C       -14.933   -3.692   -3.584\n",
            "    A      37  PRO O      O       -12.646   -5.504   -2.653\n",
            "    A      37  PRO CG     C       -14.040   -3.326   -4.725\n",
            "    A      37  PRO CD     C       -12.899   -2.507   -4.193\n",
            "    A      38  PHE N      N       -13.551   -5.607   -0.636\n",
            "    A      38  PHE CA     C       -13.321   -6.553    0.450\n",
            "    A      38  PHE C      C       -13.610   -7.978   -0.003\n",
            "    A      38  PHE CB     C       -14.187   -6.201    1.664\n",
            "    A      38  PHE O      O       -13.155   -8.939    0.621\n",
            "    A      38  PHE CG     C       -13.556   -5.197    2.590\n",
            "    A      38  PHE CD1    C       -12.590   -5.589    3.509\n",
            "    A      38  PHE CD2    C       -13.928   -3.860    2.541\n",
            "    A      38  PHE CE1    C       -12.004   -4.661    4.367\n",
            "    A      38  PHE CE2    C       -13.347   -2.927    3.395\n",
            "    A      38  PHE CZ     C       -12.386   -3.330    4.308\n",
            "    A      39  ASP N      N       -14.049   -8.542   -1.238\n",
            "    A      39  ASP CA     C       -14.685   -9.856   -1.282\n",
            "    A      39  ASP C      C       -13.808  -10.866   -2.018\n",
            "    A      39  ASP CB     C       -16.058   -9.765   -1.950\n",
            "    A      39  ASP O      O       -14.299  -11.891   -2.495\n",
            "    A      39  ASP CG     C       -17.040   -8.907   -1.173\n",
            "    A      39  ASP OD1    O       -16.870   -8.745    0.055\n",
            "    A      39  ASP OD2    O       -17.995   -8.391   -1.793\n",
            "    A      40  SER N      N       -12.457  -11.075   -1.882\n",
            "    A      40  SER CA     C       -11.733  -11.973   -2.776\n",
            "    A      40  SER C      C       -11.095  -13.124   -2.006\n",
            "    A      40  SER CB     C       -10.658  -11.208   -3.549\n",
            "    A      40  SER O      O       -10.523  -12.918   -0.933\n",
            "    A      40  SER OG     O        -9.362  -11.625   -3.155\n",
            "    A      41  THR N      N       -11.380  -14.453   -2.328\n",
            "    A      41  THR CA     C       -10.999  -15.795   -1.904\n",
            "    A      41  THR C      C        -9.597  -16.141   -2.398\n",
            "    A      41  THR CB     C       -12.000  -16.848   -2.415\n",
            "    A      41  THR O      O        -9.095  -17.237   -2.143\n",
            "    A      41  THR CG2    C       -13.365  -16.673   -1.758\n",
            "    A      41  THR OG1    O       -12.144  -16.712   -3.834\n",
            "    A      42  ASP N      N        -8.657  -15.559   -2.992\n",
            "    A      42  ASP CA     C        -7.343  -15.806   -3.578\n",
            "    A      42  ASP C      C        -6.301  -16.076   -2.495\n",
            "    A      42  ASP CB     C        -6.909  -14.620   -4.441\n",
            "    A      42  ASP O      O        -6.213  -15.337   -1.512\n",
            "    A      42  ASP CG     C        -6.152  -15.041   -5.689\n",
            "    A      42  ASP OD1    O        -5.404  -16.041   -5.640\n",
            "    A      42  ASP OD2    O        -6.302  -14.364   -6.729\n",
            "    A      43  PRO N      N        -5.663  -17.462   -2.417\n",
            "    A      43  PRO CA     C        -4.764  -17.904   -1.348\n",
            "    A      43  PRO C      C        -3.669  -16.885   -1.039\n",
            "    A      43  PRO CB     C        -4.164  -19.198   -1.905\n",
            "    A      43  PRO O      O        -3.268  -16.738    0.118\n",
            "    A      43  PRO CG     C        -4.903  -19.443   -3.181\n",
            "    A      43  PRO CD     C        -5.732  -18.230   -3.493\n",
            "    A      44  ILE N      N        -2.830  -16.306   -2.092\n",
            "    A      44  ILE CA     C        -1.940  -15.189   -1.794\n",
            "    A      44  ILE C      C        -2.656  -14.185   -0.893\n",
            "    A      44  ILE CB     C        -1.451  -14.496   -3.085\n",
            "    A      44  ILE O      O        -2.053  -13.626    0.026\n",
            "    A      44  ILE CG1    C        -0.189  -15.186   -3.617\n",
            "    A      44  ILE CG2    C        -1.197  -13.006   -2.836\n",
            "    A      44  ILE CD1    C         0.190  -14.777   -5.033\n",
            "    A      45  PHE N      N        -3.980  -14.103   -1.021\n",
            "    A      45  PHE CA     C        -4.864  -13.251   -0.233\n",
            "    A      45  PHE C      C        -4.971  -13.760    1.200\n",
            "    A      45  PHE CB     C        -6.255  -13.182   -0.871\n",
            "    A      45  PHE O      O        -5.006  -12.969    2.144\n",
            "    A      45  PHE CG     C        -6.306  -12.353   -2.126\n",
            "    A      45  PHE CD1    C        -6.244  -10.966   -2.063\n",
            "    A      45  PHE CD2    C        -6.418  -12.961   -3.369\n",
            "    A      45  PHE CE1    C        -6.291  -10.197   -3.223\n",
            "    A      45  PHE CE2    C        -6.466  -12.199   -4.533\n",
            "    A      45  PHE CZ     C        -6.403  -10.817   -4.458\n",
            "    A      46  VAL N      N        -4.997  -15.061    1.310\n",
            "    A      46  VAL CA     C        -5.063  -15.741    2.599\n",
            "    A      46  VAL C      C        -3.757  -15.533    3.361\n",
            "    A      46  VAL CB     C        -5.348  -17.250    2.431\n",
            "    A      46  VAL O      O        -3.770  -15.210    4.552\n",
            "    A      46  VAL CG1    C        -5.348  -17.954    3.787\n",
            "    A      46  VAL CG2    C        -6.679  -17.465    1.714\n",
            "    A      47  VAL N      N        -2.534  -15.735    2.654\n",
            "    A      47  VAL CA     C        -1.265  -15.501    3.333\n",
            "    A      47  VAL C      C        -1.174  -14.041    3.771\n",
            "    A      47  VAL CB     C        -0.063  -15.862    2.432\n",
            "    A      47  VAL O      O        -0.854  -13.751    4.926\n",
            "    A      47  VAL CG1    C         1.255  -15.538    3.133\n",
            "    A      47  VAL CG2    C        -0.115  -17.338    2.041\n",
            "    A      48  PHE N      N        -1.765  -13.180    2.970\n",
            "    A      48  PHE CA     C        -1.690  -11.753    3.262\n",
            "    A      48  PHE C      C        -2.728  -11.358    4.305\n",
            "    A      48  PHE CB     C        -1.888  -10.931    1.985\n",
            "    A      48  PHE O      O        -2.427  -10.608    5.236\n",
            "    A      48  PHE CG     C        -0.602  -10.500    1.334\n",
            "    A      48  PHE CD1    C         0.091   -9.389    1.799\n",
            "    A      48  PHE CD2    C        -0.084  -11.207    0.257\n",
            "    A      48  PHE CE1    C         1.282   -8.988    1.198\n",
            "    A      48  PHE CE2    C         1.105  -10.813   -0.349\n",
            "    A      48  PHE CZ     C         1.786   -9.702    0.123\n",
            "    A      49  ARG N      N        -4.150  -11.690    4.095\n",
            "    A      49  ARG CA     C        -5.084  -11.613    5.213\n",
            "    A      49  ARG C      C        -4.428  -12.082    6.508\n",
            "    A      49  ARG CB     C        -6.335  -12.447    4.928\n",
            "    A      49  ARG O      O        -4.623  -11.475    7.563\n",
            "    A      49  ARG CG     C        -7.568  -11.990    5.691\n",
            "    A      49  ARG CD     C        -8.798  -12.806    5.317\n",
            "    A      49  ARG NE     N        -9.953  -12.443    6.132\n",
            "    A      49  ARG NH1    N       -11.366  -14.014    5.198\n",
            "    A      49  ARG NH2    N       -12.129  -12.617    6.847\n",
            "    A      49  ARG CZ     C       -11.147  -13.026    6.057\n",
            "    A      50  SER N      N        -3.587  -13.212    6.472\n",
            "    A      50  SER CA     C        -2.916  -13.765    7.643\n",
            "    A      50  SER C      C        -1.803  -12.843    8.130\n",
            "    A      50  SER CB     C        -2.342  -15.148    7.330\n",
            "    A      50  SER O      O        -1.641  -12.639    9.335\n",
            "    A      50  SER OG     O        -3.277  -16.164    7.647\n",
            "    A      51  LEU N      N        -1.022  -12.197    7.186\n",
            "    A      51  LEU CA     C        -0.032  -11.217    7.617\n",
            "    A      51  LEU C      C        -0.708  -10.001    8.243\n",
            "    A      51  LEU CB     C         0.838  -10.779    6.436\n",
            "    A      51  LEU O      O        -0.253   -9.494    9.271\n",
            "    A      51  LEU CG     C         1.964  -11.733    6.034\n",
            "    A      51  LEU CD1    C         2.350  -11.513    4.575\n",
            "    A      51  LEU CD2    C         3.173  -11.549    6.946\n",
            "    A      52  LEU N      N        -1.917   -9.747    7.748\n",
            "    A      52  LEU CA     C        -2.697   -8.607    8.219\n",
            "    A      52  LEU C      C        -3.321   -8.901    9.579\n",
            "    A      52  LEU CB     C        -3.790   -8.251    7.209\n",
            "    A      52  LEU O      O        -3.403   -8.015   10.434\n",
            "    A      52  LEU CG     C        -3.349   -7.439    5.990\n",
            "    A      52  LEU CD1    C        -4.385   -7.550    4.876\n",
            "    A      52  LEU CD2    C        -3.121   -5.981    6.373\n",
            "    A      53  THR N      N        -3.869  -10.240    9.710\n",
            "    A      53  THR CA     C        -4.428  -10.638   10.997\n",
            "    A      53  THR C      C        -3.329  -10.770   12.047\n",
            "    A      53  THR CB     C        -5.196  -11.969   10.884\n",
            "    A      53  THR O      O        -3.578  -10.586   13.240\n",
            "    A      53  THR CG2    C        -6.666  -11.729   10.556\n",
            "    A      53  THR OG1    O        -4.610  -12.766    9.848\n",
            "    A      54  ARG N      N        -2.100  -11.006   11.588\n",
            "    A      54  ARG CA     C        -1.112  -11.328   12.613\n",
            "    A      54  ARG C      C        -0.397  -10.071   13.097\n",
            "    A      54  ARG CB     C        -0.093  -12.337   12.080\n",
            "    A      54  ARG O      O        -0.012   -9.980   14.265\n",
            "    A      54  ARG CG     C        -0.290  -13.749   12.609\n",
            "    A      54  ARG CD     C         0.808  -14.689   12.131\n",
            "    A      54  ARG NE     N         0.678  -16.016   12.725\n",
            "    A      54  ARG NH1    N         2.644  -16.836   11.831\n",
            "    A      54  ARG NH2    N         1.336  -18.174   13.155\n",
            "    A      54  ARG CZ     C         1.553  -17.006   12.569\n",
            "    A      55  GLU N      N        -0.426   -8.978   12.269\n",
            "    A      55  GLU CA     C         0.290   -7.843   12.844\n",
            "    A      55  GLU C      C        -0.678   -6.777   13.349\n",
            "    A      55  GLU CB     C         1.251   -7.238   11.817\n",
            "    A      55  GLU O      O        -1.419   -6.183   12.563\n",
            "    A      55  GLU CG     C         2.500   -8.073   11.577\n",
            "    A      55  GLU CD     C         3.612   -7.303   10.882\n",
            "    A      55  GLU OE1    O         3.360   -6.176   10.399\n",
            "    A      55  GLU OE2    O         4.744   -7.832   10.820\n",
            "    A      56  ARG N      N        -1.716   -7.215   14.194\n",
            "    A      56  ARG CA     C        -2.248   -6.267   15.167\n",
            "    A      56  ARG C      C        -1.228   -5.180   15.487\n",
            "    A      56  ARG CB     C        -2.664   -6.990   16.450\n",
            "    A      56  ARG O      O        -0.182   -5.457   16.078\n",
            "    A      56  ARG CG     C        -4.040   -7.632   16.378\n",
            "    A      56  ARG CD     C        -4.451   -8.238   17.712\n",
            "    A      56  ARG NE     N        -5.706   -8.976   17.605\n",
            "    A      56  ARG NH1    N        -5.744   -9.640   19.818\n",
            "    A      56  ARG NH2    N        -7.433  -10.264   18.400\n",
            "    A      56  ARG CZ     C        -6.291   -9.625   18.608\n",
            "    A      57  VAL N      N        -0.733   -4.442   14.528\n",
            "    A      57  VAL CA     C         0.099   -3.290   14.860\n",
            "    A      57  VAL C      C        -0.661   -2.358   15.801\n",
            "    A      57  VAL CB     C         0.540   -2.525   13.593\n",
            "    A      57  VAL O      O        -1.821   -2.025   15.551\n",
            "    A      57  VAL CG1    C         1.526   -1.413   13.949\n",
            "    A      57  VAL CG2    C         1.157   -3.485   12.577\n",
            "    A      58  HIS N      N        -0.687   -2.711   17.123\n",
            "    A      58  HIS CA     C        -0.970   -2.182   18.452\n",
            "    A      58  HIS C      C        -1.070   -0.660   18.430\n",
            "    A      58  HIS CB     C         0.108   -2.623   19.444\n",
            "    A      58  HIS O      O        -1.717   -0.064   19.294\n",
            "    A      58  HIS CG     C        -0.304   -3.775   20.305\n",
            "    A      58  HIS CD2    C         0.087   -5.071   20.302\n",
            "    A      58  HIS ND1    N        -1.233   -3.654   21.315\n",
            "    A      58  HIS CE1    C        -1.396   -4.830   21.899\n",
            "    A      58  HIS NE2    N        -0.606   -5.706   21.302\n",
            "    A      59  ASP N      N        -0.920    0.008   17.223\n",
            "    A      59  ASP CA     C        -1.103    1.435   17.465\n",
            "    A      59  ASP C      C        -2.190    2.012   16.561\n",
            "    A      59  ASP CB     C         0.212    2.189   17.253\n",
            "    A      59  ASP O      O        -2.525    3.194   16.660\n",
            "    A      59  ASP CG     C         1.085    2.220   18.495\n",
            "    A      59  ASP OD1    O         0.656    1.714   19.555\n",
            "    A      59  ASP OD2    O         2.211    2.758   18.414\n",
            "    A      60  GLY N      N        -3.216    1.097   15.892\n",
            "    A      60  GLY CA     C        -4.318    1.526   15.046\n",
            "    A      60  GLY C      C        -3.861    2.138   13.735\n",
            "    A      60  GLY O      O        -4.613    2.161   12.759\n",
            "    A      61  ARG N      N        -2.653    2.642   13.595\n",
            "    A      61  ARG CA     C        -2.152    3.423   12.468\n",
            "    A      61  ARG C      C        -1.614    2.515   11.368\n",
            "    A      61  ARG CB     C        -1.061    4.392   12.928\n",
            "    A      61  ARG O      O        -1.712    2.842   10.183\n",
            "    A      61  ARG CG     C        -1.571    5.522   13.809\n",
            "    A      61  ARG CD     C        -0.469    6.517   14.145\n",
            "    A      61  ARG NE     N        -0.718    7.188   15.417\n",
            "    A      61  ARG NH1    N         1.148    8.545   15.304\n",
            "    A      61  ARG NH2    N        -0.265    8.679   17.104\n",
            "    A      61  ARG CZ     C         0.055    8.136   15.939\n",
            "    A      62  GLY N      N        -0.899    1.333   11.749\n",
            "    A      62  GLY CA     C        -0.410    0.317   10.832\n",
            "    A      62  GLY C      C        -1.475   -0.184    9.874\n",
            "    A      62  GLY O      O        -1.186   -0.468    8.710\n",
            "    A      63  PHE N      N        -2.858   -0.184   10.271\n",
            "    A      63  PHE CA     C        -3.974   -0.625    9.442\n",
            "    A      63  PHE C      C        -4.159    0.301    8.246\n",
            "    A      63  PHE CB     C        -5.265   -0.683   10.265\n",
            "    A      63  PHE O      O        -4.432   -0.158    7.135\n",
            "    A      63  PHE CG     C        -5.876   -2.057   10.339\n",
            "    A      63  PHE CD1    C        -6.815   -2.467    9.401\n",
            "    A      63  PHE CD2    C        -5.510   -2.938   11.348\n",
            "    A      63  PHE CE1    C        -7.382   -3.737    9.468\n",
            "    A      63  PHE CE2    C        -6.072   -4.210   11.421\n",
            "    A      63  PHE CZ     C        -7.008   -4.607   10.481\n",
            "    A      64  THR N      N        -4.082    1.669    8.491\n",
            "    A      64  THR CA     C        -4.439    2.589    7.417\n",
            "    A      64  THR C      C        -3.467    2.460    6.248\n",
            "    A      64  THR CB     C        -4.457    4.047    7.914\n",
            "    A      64  THR O      O        -3.882    2.441    5.087\n",
            "    A      64  THR CG2    C        -4.972    4.990    6.832\n",
            "    A      64  THR OG1    O        -5.309    4.143    9.061\n",
            "    A      65  VAL N      N        -2.147    2.288    6.496\n",
            "    A      65  VAL CA     C        -1.174    2.313    5.409\n",
            "    A      65  VAL C      C        -1.270    1.022    4.600\n",
            "    A      65  VAL CB     C         0.265    2.504    5.939\n",
            "    A      65  VAL O      O        -1.334    1.057    3.368\n",
            "    A      65  VAL CG1    C         1.270    2.487    4.789\n",
            "    A      65  VAL CG2    C         0.373    3.808    6.728\n",
            "    A      66  LEU N      N        -1.353   -0.187    5.187\n",
            "    A      66  LEU CA     C        -1.356   -1.471    4.493\n",
            "    A      66  LEU C      C        -2.663   -1.677    3.736\n",
            "    A      66  LEU CB     C        -1.142   -2.617    5.486\n",
            "    A      66  LEU O      O        -2.655   -2.119    2.585\n",
            "    A      66  LEU CG     C         0.303   -3.075    5.692\n",
            "    A      66  LEU CD1    C         0.524   -3.497    7.140\n",
            "    A      66  LEU CD2    C         0.643   -4.217    4.739\n",
            "    A      67  CYS N      N        -3.881   -1.308    4.346\n",
            "    A      67  CYS CA     C        -5.162   -1.379    3.654\n",
            "    A      67  CYS C      C        -5.118   -0.604    2.343\n",
            "    A      67  CYS CB     C        -6.282   -0.835    4.541\n",
            "    A      67  CYS O      O        -5.663   -1.052    1.333\n",
            "    A      67  CYS SG     S        -6.912   -2.034    5.736\n",
            "    A      68  ASN N      N        -4.222    0.426    2.256\n",
            "    A      68  ASN CA     C        -4.273    1.283    1.076\n",
            "    A      68  ASN C      C        -3.391    0.745   -0.047\n",
            "    A      68  ASN CB     C        -3.864    2.713    1.434\n",
            "    A      68  ASN O      O        -3.736    0.865   -1.224\n",
            "    A      68  ASN CG     C        -4.976    3.486    2.115\n",
            "    A      68  ASN ND2    N        -4.605    4.394    3.010\n",
            "    A      68  ASN OD1    O        -6.158    3.269    1.839\n",
            "    A      69  VAL N      N        -2.182   -0.015    0.312\n",
            "    A      69  VAL CA     C        -1.319   -0.620   -0.696\n",
            "    A      69  VAL C      C        -2.074   -1.728   -1.426\n",
            "    A      69  VAL CB     C        -0.023   -1.182   -0.070\n",
            "    A      69  VAL O      O        -1.965   -1.863   -2.647\n",
            "    A      69  VAL CG1    C         0.863   -1.819   -1.140\n",
            "    A      69  VAL CG2    C         0.735   -0.079    0.668\n",
            "    A      70  TRP N      N        -2.927   -2.523   -0.748\n",
            "    A      70  TRP CA     C        -3.793   -3.653   -1.069\n",
            "    A      70  TRP C      C        -4.678   -3.337   -2.270\n",
            "    A      70  TRP CB     C        -4.659   -4.027    0.136\n",
            "    A      70  TRP O      O        -4.799   -4.148   -3.191\n",
            "    A      70  TRP CG     C        -4.277   -5.325    0.782\n",
            "    A      70  TRP CD1    C        -3.461   -5.498    1.865\n",
            "    A      70  TRP CD2    C        -4.694   -6.634    0.380\n",
            "    A      70  TRP CE2    C        -4.092   -7.554    1.266\n",
            "    A      70  TRP CE3    C        -5.520   -7.118   -0.643\n",
            "    A      70  TRP NE1    N        -3.346   -6.837    2.162\n",
            "    A      70  TRP CH2    C        -5.102   -9.380    0.149\n",
            "    A      70  TRP CZ2    C        -4.290   -8.933    1.159\n",
            "    A      70  TRP CZ3    C        -5.715   -8.490   -0.749\n",
            "    A      71  PHE N      N        -5.238   -2.201   -2.350\n",
            "    A      71  PHE CA     C        -6.333   -1.842   -3.242\n",
            "    A      71  PHE C      C        -5.844   -1.725   -4.680\n",
            "    A      71  PHE CB     C        -6.980   -0.526   -2.798\n",
            "    A      71  PHE O      O        -6.566   -2.072   -5.617\n",
            "    A      71  PHE CG     C        -8.395   -0.679   -2.311\n",
            "    A      71  PHE CD1    C        -9.460   -0.650   -3.204\n",
            "    A      71  PHE CD2    C        -8.662   -0.852   -0.959\n",
            "    A      71  PHE CE1    C       -10.771   -0.791   -2.756\n",
            "    A      71  PHE CE2    C        -9.970   -0.995   -0.504\n",
            "    A      71  PHE CZ     C       -11.023   -0.963   -1.403\n",
            "    A      72  ILE N      N        -4.468   -1.733   -4.961\n",
            "    A      72  ILE CA     C        -3.907   -1.202   -6.198\n",
            "    A      72  ILE C      C        -3.623   -2.345   -7.169\n",
            "    A      72  ILE CB     C        -2.617   -0.393   -5.932\n",
            "    A      72  ILE O      O        -3.850   -2.215   -8.375\n",
            "    A      72  ILE CG1    C        -2.931    0.850   -5.091\n",
            "    A      72  ILE CG2    C        -1.941   -0.005   -7.250\n",
            "    A      72  ILE CD1    C        -1.697    1.616   -4.635\n",
            "    A      73  PHE N      N        -3.379   -3.723   -6.838\n",
            "    A      73  PHE CA     C        -2.774   -4.762   -7.662\n",
            "    A      73  PHE C      C        -3.843   -5.565   -8.393\n",
            "    A      73  PHE CB     C        -1.910   -5.694   -6.807\n",
            "    A      73  PHE O      O        -3.604   -6.073   -9.490\n",
            "    A      73  PHE CG     C        -0.492   -5.220   -6.636\n",
            "    A      73  PHE CD1    C         0.428   -5.349   -7.670\n",
            "    A      73  PHE CD2    C        -0.078   -4.645   -5.442\n",
            "    A      73  PHE CE1    C         1.742   -4.912   -7.515\n",
            "    A      73  PHE CE2    C         1.232   -4.205   -5.279\n",
            "    A      73  PHE CZ     C         2.141   -4.340   -6.316\n",
            "    A      74  LYS N      N        -5.209   -5.419   -8.119\n",
            "    A      74  LYS CA     C        -6.165   -6.351   -8.710\n",
            "    A      74  LYS C      C        -6.590   -5.893  -10.102\n",
            "    A      74  LYS CB     C        -7.394   -6.501   -7.811\n",
            "    A      74  LYS O      O        -6.816   -6.718  -10.990\n",
            "    A      74  LYS CG     C        -8.052   -7.870   -7.886\n",
            "    A      74  LYS CD     C        -9.417   -7.872   -7.209\n",
            "    A      74  LYS CE     C       -10.119   -9.214   -7.368\n",
            "    A      74  LYS NZ     N       -11.459   -9.220   -6.708\n",
            "    A      75  ASN N      N        -6.441   -4.616  -10.478\n",
            "    A      75  ASN CA     C        -6.972   -4.239  -11.784\n",
            "    A      75  ASN C      C        -5.872   -3.732  -12.712\n",
            "    A      75  ASN CB     C        -8.068   -3.182  -11.633\n",
            "    A      75  ASN O      O        -6.107   -3.522  -13.903\n",
            "    A      75  ASN CG     C        -9.398   -3.775  -11.212\n",
            "    A      75  ASN ND2    N       -10.144   -3.039  -10.397\n",
            "    A      75  ASN OD1    O        -9.751   -4.886  -11.615\n",
            "    A      76  LEU N      N        -4.689   -3.837  -12.118\n",
            "    A      76  LEU CA     C        -3.541   -3.651  -12.998\n",
            "    A      76  LEU C      C        -3.025   -4.993  -13.508\n",
            "    A      76  LEU CB     C        -2.422   -2.903  -12.270\n",
            "    A      76  LEU O      O        -2.817   -5.921  -12.723\n",
            "    A      76  LEU CG     C        -2.481   -1.376  -12.322\n",
            "    A      76  LEU CD1    C        -1.874   -0.778  -11.057\n",
            "    A      76  LEU CD2    C        -1.764   -0.855  -13.563\n",
            "    A      77  GLN N      N        -3.940   -5.744  -14.334\n",
            "    A      77  GLN CA     C        -3.318   -6.778  -15.155\n",
            "    A      77  GLN C      C        -1.810   -6.569  -15.254\n",
            "    A      77  GLN CB     C        -3.938   -6.799  -16.553\n",
            "    A      77  GLN O      O        -1.299   -6.182  -16.307\n",
            "    A      77  GLN CG     C        -5.252   -7.565  -16.631\n",
            "    A      77  GLN CD     C        -5.718   -7.787  -18.058\n",
            "    A      77  GLN NE2    N        -6.503   -8.838  -18.269\n",
            "    A      77  GLN OE1    O        -5.375   -7.020  -18.964\n",
            "    A      78  ILE N      N        -1.295   -5.920  -14.267\n",
            "    A      78  ILE CA     C         0.161   -5.882  -14.354\n",
            "    A      78  ILE C      C         0.735   -7.252  -14.000\n",
            "    A      78  ILE CB     C         0.754   -4.796  -13.428\n",
            "    A      78  ILE O      O         0.406   -7.819  -12.955\n",
            "    A      78  ILE CG1    C         0.208   -3.415  -13.807\n",
            "    A      78  ILE CG2    C         2.285   -4.814  -13.487\n",
            "    A      78  ILE CD1    C         0.592   -2.309  -12.833\n",
            "    A      79  SER N      N         0.802   -8.251  -14.894\n",
            "    A      79  SER CA     C         1.848   -9.268  -14.873\n",
            "    A      79  SER C      C         3.125   -8.736  -14.233\n",
            "    A      79  SER CB     C         2.145   -9.761  -16.290\n",
            "    A      79  SER O      O         3.862   -7.966  -14.852\n",
            "    A      79  SER OG     O         3.468  -10.260  -16.382\n",
            "    A      80  LEU N      N         3.041   -7.823  -13.288\n",
            "    A      80  LEU CA     C         4.310   -7.508  -12.642\n",
            "    A      80  LEU C      C         4.932   -8.757  -12.027\n",
            "    A      80  LEU CB     C         4.113   -6.438  -11.565\n",
            "    A      80  LEU O      O         4.243   -9.536  -11.364\n",
            "    A      80  LEU CG     C         4.097   -4.987  -12.045\n",
            "    A      80  LEU CD1    C         3.281   -4.121  -11.091\n",
            "    A      80  LEU CD2    C         5.518   -4.451  -12.178\n",
            "    A      81  CYS N      N         5.849   -9.423  -12.771\n",
            "    A      81  CYS CA     C         6.948  -10.296  -12.375\n",
            "    A      81  CYS C      C         7.088  -10.343  -10.858\n",
            "    A      81  CYS CB     C         8.259   -9.824  -13.003\n",
            "    A      81  CYS O      O         7.087   -9.302  -10.198\n",
            "    A      81  CYS SG     S         8.653  -10.640  -14.566\n",
            "    A      82  HIS N      N         6.084  -11.084  -10.165\n",
            "    A      82  HIS CA     C         6.268  -11.670   -8.842\n",
            "    A      82  HIS C      C         7.333  -10.918   -8.050\n",
            "    A      82  HIS CB     C         6.647  -13.148   -8.959\n",
            "    A      82  HIS O      O         7.117  -10.569   -6.888\n",
            "    A      82  HIS CG     C         5.524  -14.082   -8.640\n",
            "    A      82  HIS CD2    C         4.668  -14.753   -9.447\n",
            "    A      82  HIS ND1    N         5.176  -14.413   -7.348\n",
            "    A      82  HIS CE1    C         4.153  -15.251   -7.375\n",
            "    A      82  HIS NE2    N         3.825  -15.473   -8.637\n",
            "    A      83  ASP N      N         8.515  -10.481   -8.812\n",
            "    A      83  ASP CA     C         9.712   -9.954   -8.163\n",
            "    A      83  ASP C      C         9.562   -8.465   -7.860\n",
            "    A      83  ASP CB     C        10.945  -10.193   -9.036\n",
            "    A      83  ASP O      O         9.935   -8.005   -6.779\n",
            "    A      83  ASP CG     C        11.352  -11.654   -9.101\n",
            "    A      83  ASP OD1    O        11.029  -12.419   -8.167\n",
            "    A      83  ASP OD2    O        12.005  -12.043  -10.094\n",
            "    A      84  LEU N      N         8.862   -7.642   -8.752\n",
            "    A      84  LEU CA     C         8.745   -6.200   -8.565\n",
            "    A      84  LEU C      C         7.675   -5.871   -7.530\n",
            "    A      84  LEU CB     C         8.417   -5.512   -9.893\n",
            "    A      84  LEU O      O         7.862   -4.980   -6.699\n",
            "    A      84  LEU CG     C         9.607   -4.979  -10.692\n",
            "    A      84  LEU CD1    C         9.297   -5.005  -12.185\n",
            "    A      84  LEU CD2    C         9.968   -3.568  -10.240\n",
            "    A      86  PHE N      N         6.764   -7.797   -5.067\n",
            "    A      86  PHE CA     C         7.442   -8.228   -3.850\n",
            "    A      86  PHE C      C         8.489   -7.206   -3.423\n",
            "    A      86  PHE CB     C         8.099   -9.597   -4.055\n",
            "    A      86  PHE O      O         8.564   -6.841   -2.247\n",
            "    A      86  PHE CG     C         8.276  -10.381   -2.783\n",
            "    A      86  PHE CD1    C         7.198  -11.026   -2.191\n",
            "    A      86  PHE CD2    C         9.523  -10.472   -2.178\n",
            "    A      86  PHE CE1    C         7.359  -11.753   -1.013\n",
            "    A      86  PHE CE2    C         9.693  -11.197   -1.002\n",
            "    A      86  PHE CZ     C         8.609  -11.835   -0.420\n",
            "    A      87  LEU N      N         9.401   -6.646   -4.382\n",
            "    A      87  LEU CA     C        10.419   -5.637   -4.111\n",
            "    A      87  LEU C      C         9.780   -4.319   -3.687\n",
            "    A      87  LEU CB     C        11.299   -5.418   -5.344\n",
            "    A      87  LEU O      O        10.214   -3.697   -2.715\n",
            "    A      87  LEU CG     C        12.714   -5.994   -5.279\n",
            "    A      87  LEU CD1    C        13.055   -6.709   -6.582\n",
            "    A      87  LEU CD2    C        13.727   -4.893   -4.987\n",
            "    A      88  PHE N      N         8.708   -3.848   -4.386\n",
            "    A      88  PHE CA     C         7.999   -2.644   -3.969\n",
            "    A      88  PHE C      C         7.462   -2.795   -2.551\n",
            "    A      88  PHE CB     C         6.850   -2.334   -4.935\n",
            "    A      88  PHE O      O         7.512   -1.852   -1.759\n",
            "    A      88  PHE CG     C         7.167   -1.246   -5.925\n",
            "    A      88  PHE CD1    C         7.147    0.089   -5.541\n",
            "    A      88  PHE CD2    C         7.485   -1.559   -7.240\n",
            "    A      88  PHE CE1    C         7.439    1.099   -6.456\n",
            "    A      88  PHE CE2    C         7.778   -0.556   -8.160\n",
            "    A      88  PHE CZ     C         7.754    0.773   -7.766\n",
            "    A      89  LEU N      N         6.956   -3.962   -2.259\n",
            "    A      89  LEU CA     C         6.453   -4.256   -0.921\n",
            "    A      89  LEU C      C         7.565   -4.138    0.116\n",
            "    A      89  LEU CB     C         5.841   -5.658   -0.874\n",
            "    A      89  LEU O      O         7.387   -3.495    1.153\n",
            "    A      89  LEU CG     C         4.531   -5.801   -0.099\n",
            "    A      89  LEU CD1    C         3.445   -6.384   -0.996\n",
            "    A      89  LEU CD2    C         4.733   -6.670    1.138\n",
            "    A      90  ILE N      N         8.731   -4.917   -0.141\n",
            "    A      90  ILE CA     C         9.854   -4.888    0.790\n",
            "    A      90  ILE C      C        10.292   -3.444    1.025\n",
            "    A      90  ILE CB     C        11.041   -5.730    0.271\n",
            "    A      90  ILE O      O        10.485   -3.026    2.169\n",
            "    A      90  ILE CG1    C        10.693   -7.223    0.307\n",
            "    A      90  ILE CG2    C        12.305   -5.443    1.086\n",
            "    A      90  ILE CD1    C        11.764   -8.123   -0.293\n",
            "    A      91  GLU N      N        10.362   -2.614   -0.130\n",
            "    A      91  GLU CA     C        10.792   -1.229    0.031\n",
            "    A      91  GLU C      C         9.769   -0.422    0.825\n",
            "    A      91  GLU CB     C        11.032   -0.577   -1.333\n",
            "    A      91  GLU O      O        10.135    0.388    1.678\n",
            "    A      91  GLU CG     C        12.421   -0.832   -1.901\n",
            "    A      91  GLU CD     C        12.731    0.008   -3.129\n",
            "    A      91  GLU OE1    O        11.802    0.640   -3.682\n",
            "    A      91  GLU OE2    O        13.912    0.033   -3.543\n",
            "    A      92  SER N      N         8.464   -0.705    0.643\n",
            "    A      92  SER CA     C         7.431    0.021    1.375\n",
            "    A      92  SER C      C         7.380   -0.414    2.836\n",
            "    A      92  SER CB     C         6.064   -0.189    0.724\n",
            "    A      92  SER O      O         7.167    0.411    3.727\n",
            "    A      92  SER OG     O         6.120    0.088   -0.665\n",
            "    A      93  VAL N      N         7.585   -1.746    3.067\n",
            "    A      93  VAL CA     C         7.655   -2.191    4.455\n",
            "    A      93  VAL C      C         8.924   -1.650    5.108\n",
            "    A      93  VAL CB     C         7.617   -3.732    4.559\n",
            "    A      93  VAL O      O         8.889   -1.174    6.246\n",
            "    A      93  VAL CG1    C         7.861   -4.182    5.998\n",
            "    A      93  VAL CG2    C         6.282   -4.269    4.047\n",
            "    A      94  LEU N      N        10.084   -1.741    4.350\n",
            "    A      94  LEU CA     C        11.340   -1.264    4.917\n",
            "    A      94  LEU C      C        11.260    0.224    5.242\n",
            "    A      94  LEU CB     C        12.498   -1.525    3.950\n",
            "    A      94  LEU O      O        11.918    0.697    6.171\n",
            "    A      94  LEU CG     C        13.200   -2.878    4.082\n",
            "    A      94  LEU CD1    C        13.915   -3.233    2.783\n",
            "    A      94  LEU CD2    C        14.179   -2.860    5.251\n",
            "    A      95  LEU N      N        10.458    0.929    4.399\n",
            "    A      95  LEU CA     C        10.318    2.343    4.729\n",
            "    A      95  LEU C      C         9.480    2.528    5.989\n",
            "    A      95  LEU CB     C         9.683    3.105    3.563\n",
            "    A      95  LEU O      O         9.486    3.603    6.592\n",
            "    A      95  LEU CG     C        10.629    3.545    2.444\n",
            "    A      95  LEU CD1    C         9.847    3.801    1.159\n",
            "    A      95  LEU CD2    C        11.407    4.788    2.859\n",
            "    A      96  LEU N      N         8.744    1.509    6.429\n",
            "    A      96  LEU CA     C         7.855    1.651    7.576\n",
            "    A      96  LEU C      C         8.551    1.214    8.861\n",
            "    A      96  LEU CB     C         6.578    0.832    7.370\n",
            "    A      96  LEU O      O         8.071    1.501    9.960\n",
            "    A      96  LEU CG     C         5.581    1.377    6.346\n",
            "    A      96  LEU CD1    C         4.506    0.337    6.048\n",
            "    A      96  LEU CD2    C         4.954    2.673    6.848\n",
            "    A      97  VAL N      N         9.655    0.414    8.620\n",
            "    A      97  VAL CA     C        10.479    0.098    9.782\n",
            "    A      97  VAL C      C        11.559    1.163    9.955\n",
            "    A      97  VAL CB     C        11.125   -1.300    9.656\n",
            "    A      97  VAL O      O        11.830    1.605   11.074\n",
            "    A      97  VAL CG1    C        11.947   -1.629   10.902\n",
            "    A      97  VAL CG2    C        10.053   -2.363    9.423\n"
          ]
        }
      ],
      "source": [
        "# This is how our predicted protein structure looks like in numbers:\n",
        "with open(protein_structure_pdb, \"w\") as f:\n",
        "  f.write(esmfold_out_pdb)\n",
        "\n",
        "protein_structure = bsio.load_structure(\n",
        "  protein_structure_pdb,\n",
        "  extra_fields=[\"b_factor\"]\n",
        ")\n",
        "print('Generated protein structure: ', protein_structure)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 22,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 417
        },
        "id": "h7-QGydxdbCj",
        "outputId": "a9a90d39-a867-474f-f2fa-1ce7ff7669e8"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
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viewer_17096255495177884 = null;\nvar warn = document.getElementById(\"3dmolwarning_17096255495177884\");\nif(warn) {\n    warn.parentNode.removeChild(warn);\n}\n$3Dmolpromise.then(function() {\nviewer_17096255495177884 = $3Dmol.createViewer(document.getElementById(\"3dmolviewer_17096255495177884\"),{backgroundColor:\"white\"});\nviewer_17096255495177884.zoomTo();\n\tviewer_17096255495177884.addModel(\"PARENT N/A\\nATOM      1  N   MET A   1      -1.658  20.505   6.157  1.00  0.27           N  \\nATOM      2  CA  MET A   1      -2.361  20.300   4.895  1.00  0.28           C  \\nATOM      3  C   MET A   1      -1.650  19.256   4.039  1.00  0.27           C  \\nATOM      4  CB  MET A   1      -2.479  21.615   4.123  1.00  0.26           C  \\nATOM      5  O   MET A   1      -0.455  19.381   3.766  1.00  0.27           O  \\nATOM      6  CG  MET A   1      -3.547  21.599   3.042  1.00  0.26           C  \\nATOM      7  SD  MET A   1      -3.770  23.238   2.249  1.00  0.20           S  \\nATOM      8  CE  MET A   1      -4.370  22.725   0.615  1.00  0.23           C  \\nATOM      9  N   VAL A   2      -2.091  17.938   4.022  1.00  0.30           N  \\nATOM     10  CA  VAL A   2      -1.481  16.881   3.222  1.00  0.31           C  \\nATOM     11  C   VAL A   2      -1.667  17.183   1.737  1.00  0.30           C  \\nATOM     12  CB  VAL A   2      -2.077  15.496   3.563  1.00  0.29           C  \\nATOM     13  O   VAL A   2      -2.769  17.521   1.299  1.00  0.29           O  \\nATOM     14  CG1 VAL A   2      -1.424  14.404   2.718  1.00  0.28           C  \\nATOM     15  CG2 VAL A   2      -1.911  15.196   5.051  1.00  0.28           C  \\nATOM     16  N   ARG A   3      -0.495  17.498   1.016  1.00  0.33           N  \\nATOM     17  CA  ARG A   3      -0.577  17.690  -0.428  1.00  0.33           C  \\nATOM     18  C   ARG A   3      -0.450  16.361  -1.165  1.00  0.33           C  \\nATOM     19  CB  ARG A   3       0.508  18.659  -0.904  1.00  0.31           C  \\nATOM     20  O   ARG A   3       0.478  15.590  -0.910  1.00  0.31           O  \\nATOM     21  CG  ARG A   3       0.112  19.474  -2.125  1.00  0.29           C  \\nATOM     22  CD  ARG A   3       1.211  20.445  -2.535  1.00  0.31           C  \\nATOM     23  NE  ARG A   3       0.831  21.224  -3.710  1.00  0.27           N  \\nATOM     24  NH1 ARG A   3       2.848  22.339  -3.879  1.00  0.23           N  \\nATOM     25  NH2 ARG A   3       1.171  22.760  -5.384  1.00  0.19           N  \\nATOM     26  CZ  ARG A   3       1.618  22.106  -4.322  1.00  0.27           C  \\nATOM     27  N   ILE A   4      -1.482  15.986  -1.811  1.00  0.35           N  \\nATOM     28  CA  ILE A   4      -1.506  14.833  -2.705  1.00  0.35           C  \\nATOM     29  C   ILE A   4      -1.066  15.255  -4.105  1.00  0.35           C  \\nATOM     30  CB  ILE A   4      -2.910  14.188  -2.756  1.00  0.34           C  \\nATOM     31  O   ILE A   4      -1.601  16.212  -4.669  1.00  0.34           O  \\nATOM     32  CG1 ILE A   4      -3.386  13.831  -1.344  1.00  0.31           C  \\nATOM     33  CG2 ILE A   4      -2.903  12.952  -3.661  1.00  0.31           C  \\nATOM     34  CD1 ILE A   4      -4.793  13.254  -1.292  1.00  0.31           C  \\nATOM     35  N   VAL A   5       0.148  14.851  -4.521  1.00  0.34           N  \\nATOM     36  CA  VAL A   5       0.660  15.179  -5.847  1.00  0.34           C  \\nATOM     37  C   VAL A   5       0.629  13.938  -6.736  1.00  0.34           C  \\nATOM     38  CB  VAL A   5       2.094  15.749  -5.778  1.00  0.31           C  \\nATOM     39  O   VAL A   5       1.140  12.882  -6.356  1.00  0.32           O  \\nATOM     40  CG1 VAL A   5       2.557  16.216  -7.157  1.00  0.29           C  \\nATOM     41  CG2 VAL A   5       2.164  16.896  -4.771  1.00  0.29           C  \\nATOM     42  N   PRO A   6      -0.167  13.877  -7.836  1.00  0.35           N  \\nATOM     43  CA  PRO A   6      -0.126  12.831  -8.860  1.00  0.35           C  \\nATOM     44  C   PRO A   6       1.229  12.742  -9.559  1.00  0.35           C  \\nATOM     45  CB  PRO A   6      -1.221  13.255  -9.842  1.00  0.34           C  \\nATOM     46  O   PRO A   6       1.770  13.762  -9.996  1.00  0.34           O  \\nATOM     47  CG  PRO A   6      -1.474  14.695  -9.532  1.00  0.32           C  \\nATOM     48  CD  PRO A   6      -0.836  15.019  -8.212  1.00  0.36           C  \\nATOM     49  N   LEU A   7       2.079  11.838  -9.255  1.00  0.34           N  \\nATOM     50  CA  LEU A   7       3.331  11.821 -10.003  1.00  0.34           C  \\nATOM     51  C   LEU A   7       3.087  11.456 -11.463  1.00  0.34           C  \\nATOM     52  CB  LEU A   7       4.317  10.831  -9.375  1.00  0.32           C  \\nATOM     53  O   LEU A   7       3.529  12.169 -12.367  1.00  0.32           O  \\nATOM     54  CG  LEU A   7       5.419  11.433  -8.502  1.00  0.30           C  \\nATOM     55  CD1 LEU A   7       5.753  10.494  -7.348  1.00  0.27           C  \\nATOM     56  CD2 LEU A   7       6.661  11.728  -9.336  1.00  0.31           C  \\nATOM     57  N   GLN A   8       2.295  10.528 -11.590  1.00  0.35           N  \\nATOM     58  CA  GLN A   8       2.344   9.853 -12.883  1.00  0.35           C  \\nATOM     59  C   GLN A   8       1.408   8.647 -12.909  1.00  0.35           C  \\nATOM     60  CB  GLN A   8       3.773   9.416 -13.207  1.00  0.33           C  \\nATOM     61  O   GLN A   8       1.219   7.980 -11.890  1.00  0.33           O  \\nATOM     62  CG  GLN A   8       4.402  10.180 -14.364  1.00  0.30           C  \\nATOM     63  CD  GLN A   8       5.845   9.784 -14.614  1.00  0.33           C  \\nATOM     64  NE2 GLN A   8       6.433  10.324 -15.676  1.00  0.30           N  \\nATOM     65  OE1 GLN A   8       6.427   8.999 -13.858  1.00  0.36           O  \\nATOM     66  N   ARG A   9       0.378   8.679 -13.746  1.00  0.37           N  \\nATOM     67  CA  ARG A   9      -0.406   7.540 -14.215  1.00  0.37           C  \\nATOM     68  C   ARG A   9       0.501   6.392 -14.646  1.00  0.37           C  \\nATOM     69  CB  ARG A   9      -1.315   7.954 -15.374  1.00  0.35           C  \\nATOM     70  O   ARG A   9       1.403   6.581 -15.466  1.00  0.36           O  \\nATOM     71  CG  ARG A   9      -2.732   8.306 -14.951  1.00  0.33           C  \\nATOM     72  CD  ARG A   9      -3.606   8.662 -16.145  1.00  0.35           C  \\nATOM     73  NE  ARG A   9      -4.961   9.019 -15.735  1.00  0.32           N  \\nATOM     74  NH1 ARG A   9      -5.703   9.498 -17.869  1.00  0.27           N  \\nATOM     75  NH2 ARG A   9      -7.123   9.709 -16.082  1.00  0.23           N  \\nATOM     76  CZ  ARG A   9      -5.926   9.408 -16.563  1.00  0.32           C  \\nATOM     77  N   PHE A  10       0.903   5.560 -13.764  1.00  0.33           N  \\nATOM     78  CA  PHE A  10       1.501   4.296 -14.179  1.00  0.35           C  \\nATOM     79  C   PHE A  10       0.455   3.188 -14.214  1.00  0.33           C  \\nATOM     80  CB  PHE A  10       2.646   3.908 -13.239  1.00  0.32           C  \\nATOM     81  O   PHE A  10      -0.242   2.954 -13.225  1.00  0.33           O  \\nATOM     82  CG  PHE A  10       4.014   4.178 -13.805  1.00  0.31           C  \\nATOM     83  CD1 PHE A  10       4.673   3.214 -14.558  1.00  0.30           C  \\nATOM     84  CD2 PHE A  10       4.642   5.397 -13.583  1.00  0.32           C  \\nATOM     85  CE1 PHE A  10       5.939   3.461 -15.083  1.00  0.31           C  \\nATOM     86  CE2 PHE A  10       5.907   5.651 -14.105  1.00  0.33           C  \\nATOM     87  CZ  PHE A  10       6.555   4.682 -14.853  1.00  0.31           C  \\nATOM     88  N   ALA A  11       0.098   2.747 -15.447  1.00  0.35           N  \\nATOM     89  CA  ALA A  11      -0.749   1.604 -15.780  1.00  0.35           C  \\nATOM     90  C   ALA A  11      -2.130   1.741 -15.147  1.00  0.35           C  \\nATOM     91  CB  ALA A  11      -0.088   0.303 -15.329  1.00  0.33           C  \\nATOM     92  O   ALA A  11      -2.640   0.795 -14.542  1.00  0.33           O  \\nATOM     93  N   GLY A  12      -2.687   3.014 -15.176  1.00  0.32           N  \\nATOM     94  CA  GLY A  12      -3.989   3.361 -14.630  1.00  0.32           C  \\nATOM     95  C   GLY A  12      -3.946   3.695 -13.151  1.00  0.32           C  \\nATOM     96  O   GLY A  12      -4.950   4.124 -12.577  1.00  0.31           O  \\nATOM     97  N   ALA A  13      -2.834   3.511 -12.527  1.00  0.36           N  \\nATOM     98  CA  ALA A  13      -2.675   3.889 -11.125  1.00  0.36           C  \\nATOM     99  C   ALA A  13      -2.135   5.310 -10.997  1.00  0.36           C  \\nATOM    100  CB  ALA A  13      -1.750   2.906 -10.411  1.00  0.35           C  \\nATOM    101  O   ALA A  13      -1.349   5.760 -11.834  1.00  0.35           O  \\nATOM    102  N   VAL A  14      -2.970   6.232 -10.365  1.00  0.35           N  \\nATOM    103  CA  VAL A  14      -2.531   7.557  -9.939  1.00  0.35           C  \\nATOM    104  C   VAL A  14      -1.729   7.444  -8.644  1.00  0.35           C  \\nATOM    105  CB  VAL A  14      -3.728   8.515  -9.743  1.00  0.33           C  \\nATOM    106  O   VAL A  14      -2.221   6.913  -7.646  1.00  0.33           O  \\nATOM    107  CG1 VAL A  14      -3.246   9.897  -9.307  1.00  0.30           C  \\nATOM    108  CG2 VAL A  14      -4.549   8.611 -11.027  1.00  0.30           C  \\nATOM    109  N   LEU A  15      -0.442   7.350  -8.721  1.00  0.37           N  \\nATOM    110  CA  LEU A  15       0.491   7.459  -7.604  1.00  0.37           C  \\nATOM    111  C   LEU A  15       0.348   8.807  -6.906  1.00  0.37           C  \\nATOM    112  CB  LEU A  15       1.931   7.271  -8.088  1.00  0.36           C  \\nATOM    113  O   LEU A  15       0.437   9.856  -7.549  1.00  0.36           O  \\nATOM    114  CG  LEU A  15       2.646   6.005  -7.613  1.00  0.35           C  \\nATOM    115  CD1 LEU A  15       2.989   5.113  -8.801  1.00  0.33           C  \\nATOM    116  CD2 LEU A  15       3.902   6.363  -6.826  1.00  0.35           C  \\nATOM    117  N   MET A  16      -0.455   8.837  -5.792  1.00  0.36           N  \\nATOM    118  CA  MET A  16      -0.628  10.044  -4.988  1.00  0.36           C  \\nATOM    119  C   MET A  16       0.369  10.075  -3.833  1.00  0.36           C  \\nATOM    120  CB  MET A  16      -2.056  10.131  -4.448  1.00  0.34           C  \\nATOM    121  O   MET A  16       0.616   9.051  -3.193  1.00  0.34           O  \\nATOM    122  CG  MET A  16      -3.104  10.374  -5.523  1.00  0.32           C  \\nATOM    123  SD  MET A  16      -4.761  10.730  -4.821  1.00  0.40           S  \\nATOM    124  CE  MET A  16      -5.267   9.057  -4.332  1.00  0.30           C  \\nATOM    125  N   TYR A  17       1.280  11.083  -3.792  1.00  0.38           N  \\nATOM    126  CA  TYR A  17       2.283  11.455  -2.801  1.00  0.39           C  \\nATOM    127  C   TYR A  17       1.676  12.332  -1.712  1.00  0.38           C  \\nATOM    128  CB  TYR A  17       3.453  12.185  -3.467  1.00  0.37           C  \\nATOM    129  O   TYR A  17       0.948  13.282  -2.006  1.00  0.37           O  \\nATOM    130  CG  TYR A  17       4.705  12.221  -2.625  1.00  0.35           C  \\nATOM    131  CD1 TYR A  17       5.039  13.354  -1.887  1.00  0.34           C  \\nATOM    132  CD2 TYR A  17       5.557  11.123  -2.566  1.00  0.36           C  \\nATOM    133  CE1 TYR A  17       6.193  13.393  -1.111  1.00  0.36           C  \\nATOM    134  CE2 TYR A  17       6.713  11.151  -1.793  1.00  0.37           C  \\nATOM    135  OH  TYR A  17       8.165  12.321  -0.303  1.00  0.29           O  \\nATOM    136  CZ  TYR A  17       7.022  12.288  -1.070  1.00  0.37           C  \\nATOM    137  N   CYS A  18       1.682  11.908  -0.453  1.00  0.35           N  \\nATOM    138  CA  CYS A  18       1.531  12.787   0.701  1.00  0.37           C  \\nATOM    139  C   CYS A  18       2.875  13.368   1.123  1.00  0.35           C  \\nATOM    140  CB  CYS A  18       0.902  12.033   1.872  1.00  0.34           C  \\nATOM    141  O   CYS A  18       3.829  12.626   1.366  1.00  0.34           O  \\nATOM    142  SG  CYS A  18      -0.844  11.638   1.629  1.00  0.32           S  \\nATOM    143  N   GLN A  19       3.139  14.554   0.668  1.00  0.38           N  \\nATOM    144  CA  GLN A  19       4.224  15.354   1.227  1.00  0.38           C  \\nATOM    145  C   GLN A  19       4.032  15.569   2.726  1.00  0.38           C  \\nATOM    146  CB  GLN A  19       4.320  16.702   0.512  1.00  0.36           C  \\nATOM    147  O   GLN A  19       2.958  15.981   3.167  1.00  0.36           O  \\nATOM    148  CG  GLN A  19       5.743  17.229   0.383  1.00  0.34           C  \\nATOM    149  CD  GLN A  19       5.813  18.559  -0.344  1.00  0.37           C  \\nATOM    150  NE2 GLN A  19       6.975  19.203  -0.293  1.00  0.33           N  \\nATOM    151  OE1 GLN A  19       4.831  19.005  -0.947  1.00  0.39           O  \\nATOM    152  N   PRO A  20       4.892  15.043   3.533  1.00  0.39           N  \\nATOM    153  CA  PRO A  20       4.912  15.466   4.935  1.00  0.38           C  \\nATOM    154  C   PRO A  20       4.859  16.984   5.095  1.00  0.39           C  \\nATOM    155  CB  PRO A  20       6.242  14.909   5.452  1.00  0.37           C  \\nATOM    156  O   PRO A  20       5.253  17.718   4.185  1.00  0.37           O  \\nATOM    157  CG  PRO A  20       7.035  14.612   4.221  1.00  0.35           C  \\nATOM    158  CD  PRO A  20       6.102  14.593   3.044  1.00  0.39           C  \\nATOM    159  N   PRO A  21       4.093  17.494   6.026  1.00  0.38           N  \\nATOM    160  CA  PRO A  21       4.316  18.898   6.376  1.00  0.38           C  \\nATOM    161  C   PRO A  21       5.793  19.228   6.582  1.00  0.38           C  \\nATOM    162  CB  PRO A  21       3.532  19.066   7.680  1.00  0.36           C  \\nATOM    163  O   PRO A  21       6.582  18.348   6.936  1.00  0.36           O  \\nATOM    164  CG  PRO A  21       3.305  17.672   8.171  1.00  0.34           C  \\nATOM    165  CD  PRO A  21       3.521  16.723   7.027  1.00  0.39           C  \\nATOM    166  N   PRO A  22       6.224  20.411   6.078  1.00  0.43           N  \\nATOM    167  CA  PRO A  22       7.604  20.883   6.213  1.00  0.42           C  \\nATOM    168  C   PRO A  22       8.147  20.720   7.631  1.00  0.43           C  \\nATOM    169  CB  PRO A  22       7.510  22.362   5.831  1.00  0.40           C  \\nATOM    170  O   PRO A  22       9.361  20.610   7.823  1.00  0.41           O  \\nATOM    171  CG  PRO A  22       6.048  22.620   5.657  1.00  0.38           C  \\nATOM    172  CD  PRO A  22       5.318  21.312   5.763  1.00  0.41           C  \\nATOM    173  N   HIS A  23       7.386  20.706   8.702  1.00  0.45           N  \\nATOM    174  CA  HIS A  23       7.918  20.823  10.055  1.00  0.45           C  \\nATOM    175  C   HIS A  23       7.246  19.832  10.999  1.00  0.45           C  \\nATOM    176  CB  HIS A  23       7.740  22.250  10.578  1.00  0.39           C  \\nATOM    177  O   HIS A  23       6.626  20.232  11.987  1.00  0.41           O  \\nATOM    178  CG  HIS A  23       8.372  23.291   9.709  1.00  0.37           C  \\nATOM    179  CD2 HIS A  23       7.824  24.292   8.980  1.00  0.34           C  \\nATOM    180  ND1 HIS A  23       9.733  23.371   9.515  1.00  0.42           N  \\nATOM    181  CE1 HIS A  23       9.997  24.381   8.702  1.00  0.35           C  \\nATOM    182  NE2 HIS A  23       8.856  24.956   8.364  1.00  0.31           N  \\nATOM    183  N   GLY A  24       7.166  18.490  10.638  1.00  0.41           N  \\nATOM    184  CA  GLY A  24       6.607  17.548  11.594  1.00  0.42           C  \\nATOM    185  C   GLY A  24       7.505  16.352  11.847  1.00  0.41           C  \\nATOM    186  O   GLY A  24       8.469  16.126  11.112  1.00  0.40           O  \\nATOM    187  N   PRO A  25       7.829  15.877  13.129  1.00  0.43           N  \\nATOM    188  CA  PRO A  25       8.735  14.749  13.352  1.00  0.41           C  \\nATOM    189  C   PRO A  25       8.433  13.560  12.443  1.00  0.42           C  \\nATOM    190  CB  PRO A  25       8.494  14.389  14.820  1.00  0.39           C  \\nATOM    191  O   PRO A  25       9.006  12.482  12.619  1.00  0.40           O  \\nATOM    192  CG  PRO A  25       7.090  14.821  15.094  1.00  0.36           C  \\nATOM    193  CD  PRO A  25       6.772  15.994  14.213  1.00  0.38           C  \\nATOM    194  N   TRP A  26       7.547  13.528  11.492  1.00  0.24           N  \\nATOM    195  CA  TRP A  26       7.061  12.357  10.770  1.00  0.37           C  \\nATOM    196  C   TRP A  26       8.205  11.647  10.052  1.00  0.26           C  \\nATOM    197  CB  TRP A  26       5.979  12.755   9.762  1.00  0.27           C  \\nATOM    198  O   TRP A  26       9.163  12.287   9.614  1.00  0.26           O  \\nATOM    199  CG  TRP A  26       4.830  13.504  10.368  1.00  0.28           C  \\nATOM    200  CD1 TRP A  26       4.751  14.850  10.595  1.00  0.23           C  \\nATOM    201  CD2 TRP A  26       3.595  12.946  10.829  1.00  0.14           C  \\nATOM    202  CE2 TRP A  26       2.813  14.014  11.323  1.00  0.09           C  \\nATOM    203  CE3 TRP A  26       3.073  11.647  10.871  1.00  0.19           C  \\nATOM    204  NE1 TRP A  26       3.541  15.163  11.169  1.00  0.19           N  \\nATOM    205  CH2 TRP A  26       1.049  12.539  11.883  1.00  0.18           C  \\nATOM    206  CZ2 TRP A  26       1.535  13.820  11.853  1.00  0.17           C  \\nATOM    207  CZ3 TRP A  26       1.802  11.456  11.399  1.00  0.18           C  \\nATOM    208  N   PRO A  27       8.468  10.471  10.161  1.00  0.36           N  \\nATOM    209  CA  PRO A  27       9.180   9.737   9.111  1.00  0.35           C  \\nATOM    210  C   PRO A  27       8.581   9.962   7.724  1.00  0.36           C  \\nATOM    211  CB  PRO A  27       9.031   8.275   9.539  1.00  0.33           C  \\nATOM    212  O   PRO A  27       7.360  10.075   7.586  1.00  0.34           O  \\nATOM    213  CG  PRO A  27       7.976   8.293  10.598  1.00  0.31           C  \\nATOM    214  CD  PRO A  27       7.747   9.716  11.019  1.00  0.33           C  \\nATOM    215  N   SER A  28       9.130  10.959   6.953  1.00  0.33           N  \\nATOM    216  CA  SER A  28       8.939  11.007   5.507  1.00  0.33           C  \\nATOM    217  C   SER A  28       8.156   9.796   5.012  1.00  0.33           C  \\nATOM    218  CB  SER A  28      10.288  11.080   4.790  1.00  0.31           C  \\nATOM    219  O   SER A  28       8.738   8.746   4.732  1.00  0.32           O  \\nATOM    220  OG  SER A  28      11.113   9.987   5.157  1.00  0.27           O  \\nATOM    221  N   VAL A  29       7.242   9.172   5.896  1.00  0.33           N  \\nATOM    222  CA  VAL A  29       6.488   8.052   5.342  1.00  0.34           C  \\nATOM    223  C   VAL A  29       5.555   8.551   4.241  1.00  0.33           C  \\nATOM    224  CB  VAL A  29       5.678   7.318   6.435  1.00  0.32           C  \\nATOM    225  O   VAL A  29       4.744   9.453   4.467  1.00  0.32           O  \\nATOM    226  CG1 VAL A  29       4.988   6.084   5.857  1.00  0.28           C  \\nATOM    227  CG2 VAL A  29       6.586   6.931   7.601  1.00  0.29           C  \\nATOM    228  N   THR A  30       6.055   8.765   3.009  1.00  0.34           N  \\nATOM    229  CA  THR A  30       5.373   8.821   1.721  1.00  0.34           C  \\nATOM    230  C   THR A  30       4.294   7.746   1.632  1.00  0.34           C  \\nATOM    231  CB  THR A  30       6.366   8.654   0.556  1.00  0.32           C  \\nATOM    232  O   THR A  30       4.589   6.553   1.737  1.00  0.32           O  \\nATOM    233  CG2 THR A  30       5.701   8.958  -0.782  1.00  0.29           C  \\nATOM    234  OG1 THR A  30       7.469   9.549   0.743  1.00  0.29           O  \\nATOM    235  N   VAL A  32       1.275   6.349  -0.166  1.00  0.36           N  \\nATOM    236  CA  VAL A  32       0.549   6.178  -1.419  1.00  0.36           C  \\nATOM    237  C   VAL A  32      -0.822   5.563  -1.143  1.00  0.36           C  \\nATOM    238  CB  VAL A  32       1.336   5.298  -2.417  1.00  0.35           C  \\nATOM    239  O   VAL A  32      -0.927   4.555  -0.441  1.00  0.35           O  \\nATOM    240  CG1 VAL A  32       0.586   5.181  -3.742  1.00  0.32           C  \\nATOM    241  CG2 VAL A  32       2.736   5.868  -2.639  1.00  0.33           C  \\nATOM    242  N   PHE A  33      -1.950   6.388  -1.184  1.00  0.36           N  \\nATOM    243  CA  PHE A  33      -3.340   6.046  -0.908  1.00  0.36           C  \\nATOM    244  C   PHE A  33      -4.048   5.591  -2.178  1.00  0.36           C  \\nATOM    245  CB  PHE A  33      -4.077   7.241  -0.295  1.00  0.34           C  \\nATOM    246  O   PHE A  33      -3.862   6.181  -3.245  1.00  0.35           O  \\nATOM    247  CG  PHE A  33      -3.594   7.611   1.081  1.00  0.32           C  \\nATOM    248  CD1 PHE A  33      -4.175   7.048   2.211  1.00  0.30           C  \\nATOM    249  CD2 PHE A  33      -2.560   8.523   1.245  1.00  0.32           C  \\nATOM    250  CE1 PHE A  33      -3.730   7.389   3.487  1.00  0.34           C  \\nATOM    251  CE2 PHE A  33      -2.110   8.868   2.516  1.00  0.34           C  \\nATOM    252  CZ  PHE A  33      -2.697   8.301   3.635  1.00  0.35           C  \\nATOM    253  N   ILE A  34      -4.679   4.258  -2.309  1.00  0.35           N  \\nATOM    254  CA  ILE A  34      -5.541   3.820  -3.401  1.00  0.36           C  \\nATOM    255  C   ILE A  34      -6.709   3.010  -2.842  1.00  0.35           C  \\nATOM    256  CB  ILE A  34      -4.759   2.985  -4.439  1.00  0.34           C  \\nATOM    257  O   ILE A  34      -6.512   2.100  -2.034  1.00  0.34           O  \\nATOM    258  CG1 ILE A  34      -3.554   3.775  -4.961  1.00  0.32           C  \\nATOM    259  CG2 ILE A  34      -5.675   2.559  -5.590  1.00  0.31           C  \\nATOM    260  CD1 ILE A  34      -2.672   2.994  -5.925  1.00  0.30           C  \\nATOM    261  N   TRP A  36     -10.559   0.375  -2.200  1.00  0.23           N  \\nATOM    262  CA  TRP A  36     -11.268  -0.645  -2.965  1.00  0.33           C  \\nATOM    263  C   TRP A  36     -11.918  -1.668  -2.038  1.00  0.23           C  \\nATOM    264  CB  TRP A  36     -10.315  -1.350  -3.935  1.00  0.24           C  \\nATOM    265  O   TRP A  36     -11.412  -1.934  -0.946  1.00  0.24           O  \\nATOM    266  CG  TRP A  36     -10.999  -1.975  -5.114  1.00  0.24           C  \\nATOM    267  CD1 TRP A  36     -11.499  -3.244  -5.199  1.00  0.26           C  \\nATOM    268  CD2 TRP A  36     -11.252  -1.358  -6.380  1.00  0.27           C  \\nATOM    269  CE2 TRP A  36     -11.911  -2.313  -7.185  1.00  0.24           C  \\nATOM    270  CE3 TRP A  36     -10.986  -0.089  -6.911  1.00  0.33           C  \\nATOM    271  NE1 TRP A  36     -12.049  -3.454  -6.442  1.00  0.28           N  \\nATOM    272  CH2 TRP A  36     -12.036  -0.788  -8.991  1.00  0.25           C  \\nATOM    273  CZ2 TRP A  36     -12.308  -2.037  -8.496  1.00  0.25           C  \\nATOM    274  CZ3 TRP A  36     -11.383   0.183  -8.216  1.00  0.28           C  \\nATOM    275  N   PRO A  37     -13.000  -2.644  -2.756  1.00  0.34           N  \\nATOM    276  CA  PRO A  37     -14.046  -3.581  -2.341  1.00  0.34           C  \\nATOM    277  C   PRO A  37     -13.490  -4.948  -1.946  1.00  0.34           C  \\nATOM    278  CB  PRO A  37     -14.933  -3.692  -3.584  1.00  0.32           C  \\nATOM    279  O   PRO A  37     -12.646  -5.504  -2.653  1.00  0.33           O  \\nATOM    280  CG  PRO A  37     -14.040  -3.326  -4.725  1.00  0.30           C  \\nATOM    281  CD  PRO A  37     -12.899  -2.507  -4.193  1.00  0.33           C  \\nATOM    282  N   PHE A  38     -13.551  -5.607  -0.636  1.00  0.37           N  \\nATOM    283  CA  PHE A  38     -13.321  -6.553   0.450  1.00  0.38           C  \\nATOM    284  C   PHE A  38     -13.610  -7.978  -0.003  1.00  0.37           C  \\nATOM    285  CB  PHE A  38     -14.187  -6.201   1.664  1.00  0.34           C  \\nATOM    286  O   PHE A  38     -13.155  -8.939   0.621  1.00  0.34           O  \\nATOM    287  CG  PHE A  38     -13.556  -5.197   2.590  1.00  0.31           C  \\nATOM    288  CD1 PHE A  38     -12.590  -5.589   3.509  1.00  0.28           C  \\nATOM    289  CD2 PHE A  38     -13.928  -3.860   2.541  1.00  0.31           C  \\nATOM    290  CE1 PHE A  38     -12.004  -4.661   4.367  1.00  0.33           C  \\nATOM    291  CE2 PHE A  38     -13.347  -2.927   3.395  1.00  0.33           C  \\nATOM    292  CZ  PHE A  38     -12.386  -3.330   4.308  1.00  0.31           C  \\nATOM    293  N   ASP A  39     -14.049  -8.542  -1.238  1.00  0.39           N  \\nATOM    294  CA  ASP A  39     -14.685  -9.856  -1.282  1.00  0.42           C  \\nATOM    295  C   ASP A  39     -13.808 -10.866  -2.018  1.00  0.39           C  \\nATOM    296  CB  ASP A  39     -16.058  -9.765  -1.950  1.00  0.36           C  \\nATOM    297  O   ASP A  39     -14.299 -11.891  -2.495  1.00  0.38           O  \\nATOM    298  CG  ASP A  39     -17.040  -8.907  -1.173  1.00  0.35           C  \\nATOM    299  OD1 ASP A  39     -16.870  -8.745   0.055  1.00  0.35           O  \\nATOM    300  OD2 ASP A  39     -17.995  -8.391  -1.793  1.00  0.35           O  \\nATOM    301  N   SER A  40     -12.457 -11.075  -1.882  1.00  0.39           N  \\nATOM    302  CA  SER A  40     -11.733 -11.973  -2.776  1.00  0.40           C  \\nATOM    303  C   SER A  40     -11.095 -13.124  -2.006  1.00  0.39           C  \\nATOM    304  CB  SER A  40     -10.658 -11.208  -3.549  1.00  0.37           C  \\nATOM    305  O   SER A  40     -10.523 -12.918  -0.933  1.00  0.38           O  \\nATOM    306  OG  SER A  40      -9.362 -11.625  -3.155  1.00  0.31           O  \\nATOM    307  N   THR A  41     -11.380 -14.453  -2.328  1.00  0.44           N  \\nATOM    308  CA  THR A  41     -10.999 -15.795  -1.904  1.00  0.44           C  \\nATOM    309  C   THR A  41      -9.597 -16.141  -2.398  1.00  0.44           C  \\nATOM    310  CB  THR A  41     -12.000 -16.848  -2.415  1.00  0.40           C  \\nATOM    311  O   THR A  41      -9.095 -17.237  -2.143  1.00  0.42           O  \\nATOM    312  CG2 THR A  41     -13.365 -16.673  -1.758  1.00  0.36           C  \\nATOM    313  OG1 THR A  41     -12.144 -16.712  -3.834  1.00  0.35           O  \\nATOM    314  N   ASP A  42      -8.657 -15.559  -2.992  1.00  0.41           N  \\nATOM    315  CA  ASP A  42      -7.343 -15.806  -3.578  1.00  0.43           C  \\nATOM    316  C   ASP A  42      -6.301 -16.076  -2.495  1.00  0.42           C  \\nATOM    317  CB  ASP A  42      -6.909 -14.620  -4.441  1.00  0.40           C  \\nATOM    318  O   ASP A  42      -6.213 -15.337  -1.512  1.00  0.41           O  \\nATOM    319  CG  ASP A  42      -6.152 -15.041  -5.689  1.00  0.39           C  \\nATOM    320  OD1 ASP A  42      -5.404 -16.041  -5.640  1.00  0.39           O  \\nATOM    321  OD2 ASP A  42      -6.302 -14.364  -6.729  1.00  0.40           O  \\nATOM    322  N   PRO A  43      -5.663 -17.462  -2.417  1.00  0.36           N  \\nATOM    323  CA  PRO A  43      -4.764 -17.904  -1.348  1.00  0.35           C  \\nATOM    324  C   PRO A  43      -3.669 -16.885  -1.039  1.00  0.36           C  \\nATOM    325  CB  PRO A  43      -4.164 -19.198  -1.905  1.00  0.33           C  \\nATOM    326  O   PRO A  43      -3.268 -16.738   0.118  1.00  0.34           O  \\nATOM    327  CG  PRO A  43      -4.903 -19.443  -3.181  1.00  0.31           C  \\nATOM    328  CD  PRO A  43      -5.732 -18.230  -3.493  1.00  0.34           C  \\nATOM    329  N   ILE A  44      -2.830 -16.306  -2.092  1.00  0.36           N  \\nATOM    330  CA  ILE A  44      -1.940 -15.189  -1.794  1.00  0.37           C  \\nATOM    331  C   ILE A  44      -2.656 -14.185  -0.893  1.00  0.36           C  \\nATOM    332  CB  ILE A  44      -1.451 -14.496  -3.085  1.00  0.36           C  \\nATOM    333  O   ILE A  44      -2.053 -13.626   0.026  1.00  0.35           O  \\nATOM    334  CG1 ILE A  44      -0.189 -15.186  -3.617  1.00  0.33           C  \\nATOM    335  CG2 ILE A  44      -1.197 -13.006  -2.836  1.00  0.33           C  \\nATOM    336  CD1 ILE A  44       0.190 -14.777  -5.033  1.00  0.32           C  \\nATOM    337  N   PHE A  45      -3.980 -14.103  -1.021  1.00  0.35           N  \\nATOM    338  CA  PHE A  45      -4.864 -13.251  -0.233  1.00  0.36           C  \\nATOM    339  C   PHE A  45      -4.971 -13.760   1.200  1.00  0.35           C  \\nATOM    340  CB  PHE A  45      -6.255 -13.182  -0.871  1.00  0.34           C  \\nATOM    341  O   PHE A  45      -5.006 -12.969   2.144  1.00  0.33           O  \\nATOM    342  CG  PHE A  45      -6.306 -12.353  -2.126  1.00  0.33           C  \\nATOM    343  CD1 PHE A  45      -6.244 -10.966  -2.063  1.00  0.32           C  \\nATOM    344  CD2 PHE A  45      -6.418 -12.961  -3.369  1.00  0.34           C  \\nATOM    345  CE1 PHE A  45      -6.291 -10.197  -3.223  1.00  0.33           C  \\nATOM    346  CE2 PHE A  45      -6.466 -12.199  -4.533  1.00  0.34           C  \\nATOM    347  CZ  PHE A  45      -6.403 -10.817  -4.458  1.00  0.32           C  \\nATOM    348  N   VAL A  46      -4.997 -15.061   1.310  1.00  0.33           N  \\nATOM    349  CA  VAL A  46      -5.063 -15.741   2.599  1.00  0.32           C  \\nATOM    350  C   VAL A  46      -3.757 -15.533   3.361  1.00  0.33           C  \\nATOM    351  CB  VAL A  46      -5.348 -17.250   2.431  1.00  0.30           C  \\nATOM    352  O   VAL A  46      -3.770 -15.210   4.552  1.00  0.31           O  \\nATOM    353  CG1 VAL A  46      -5.348 -17.954   3.787  1.00  0.28           C  \\nATOM    354  CG2 VAL A  46      -6.679 -17.465   1.714  1.00  0.28           C  \\nATOM    355  N   VAL A  47      -2.534 -15.735   2.654  1.00  0.34           N  \\nATOM    356  CA  VAL A  47      -1.265 -15.501   3.333  1.00  0.33           C  \\nATOM    357  C   VAL A  47      -1.174 -14.041   3.771  1.00  0.33           C  \\nATOM    358  CB  VAL A  47      -0.063 -15.862   2.432  1.00  0.31           C  \\nATOM    359  O   VAL A  47      -0.854 -13.751   4.926  1.00  0.32           O  \\nATOM    360  CG1 VAL A  47       1.255 -15.538   3.133  1.00  0.28           C  \\nATOM    361  CG2 VAL A  47      -0.115 -17.338   2.041  1.00  0.29           C  \\nATOM    362  N   PHE A  48      -1.765 -13.180   2.970  1.00  0.37           N  \\nATOM    363  CA  PHE A  48      -1.690 -11.753   3.262  1.00  0.38           C  \\nATOM    364  C   PHE A  48      -2.728 -11.358   4.305  1.00  0.37           C  \\nATOM    365  CB  PHE A  48      -1.888 -10.931   1.985  1.00  0.36           C  \\nATOM    366  O   PHE A  48      -2.427 -10.608   5.236  1.00  0.36           O  \\nATOM    367  CG  PHE A  48      -0.602 -10.500   1.334  1.00  0.35           C  \\nATOM    368  CD1 PHE A  48       0.091  -9.389   1.799  1.00  0.33           C  \\nATOM    369  CD2 PHE A  48      -0.084 -11.207   0.257  1.00  0.35           C  \\nATOM    370  CE1 PHE A  48       1.282  -8.988   1.198  1.00  0.34           C  \\nATOM    371  CE2 PHE A  48       1.105 -10.813  -0.349  1.00  0.35           C  \\nATOM    372  CZ  PHE A  48       1.786  -9.702   0.123  1.00  0.34           C  \\nATOM    373  N   ARG A  49      -4.150 -11.690   4.095  1.00  0.37           N  \\nATOM    374  CA  ARG A  49      -5.084 -11.613   5.213  1.00  0.36           C  \\nATOM    375  C   ARG A  49      -4.428 -12.082   6.508  1.00  0.36           C  \\nATOM    376  CB  ARG A  49      -6.335 -12.447   4.928  1.00  0.35           C  \\nATOM    377  O   ARG A  49      -4.623 -11.475   7.563  1.00  0.34           O  \\nATOM    378  CG  ARG A  49      -7.568 -11.990   5.691  1.00  0.33           C  \\nATOM    379  CD  ARG A  49      -8.798 -12.806   5.317  1.00  0.38           C  \\nATOM    380  NE  ARG A  49      -9.953 -12.443   6.132  1.00  0.35           N  \\nATOM    381  NH1 ARG A  49     -11.366 -14.014   5.198  1.00  0.29           N  \\nATOM    382  NH2 ARG A  49     -12.129 -12.617   6.847  1.00  0.26           N  \\nATOM    383  CZ  ARG A  49     -11.147 -13.026   6.057  1.00  0.31           C  \\nATOM    384  N   SER A  50      -3.587 -13.212   6.472  1.00  0.32           N  \\nATOM    385  CA  SER A  50      -2.916 -13.765   7.643  1.00  0.31           C  \\nATOM    386  C   SER A  50      -1.803 -12.843   8.130  1.00  0.32           C  \\nATOM    387  CB  SER A  50      -2.342 -15.148   7.330  1.00  0.29           C  \\nATOM    388  O   SER A  50      -1.641 -12.639   9.335  1.00  0.30           O  \\nATOM    389  OG  SER A  50      -3.277 -16.164   7.647  1.00  0.24           O  \\nATOM    390  N   LEU A  51      -1.022 -12.197   7.186  1.00  0.34           N  \\nATOM    391  CA  LEU A  51      -0.032 -11.217   7.617  1.00  0.34           C  \\nATOM    392  C   LEU A  51      -0.708 -10.001   8.243  1.00  0.34           C  \\nATOM    393  CB  LEU A  51       0.838 -10.779   6.436  1.00  0.32           C  \\nATOM    394  O   LEU A  51      -0.253  -9.494   9.271  1.00  0.32           O  \\nATOM    395  CG  LEU A  51       1.964 -11.733   6.034  1.00  0.30           C  \\nATOM    396  CD1 LEU A  51       2.350 -11.513   4.575  1.00  0.27           C  \\nATOM    397  CD2 LEU A  51       3.173 -11.549   6.946  1.00  0.29           C  \\nATOM    398  N   LEU A  52      -1.917  -9.747   7.748  1.00  0.35           N  \\nATOM    399  CA  LEU A  52      -2.697  -8.607   8.219  1.00  0.35           C  \\nATOM    400  C   LEU A  52      -3.321  -8.901   9.579  1.00  0.35           C  \\nATOM    401  CB  LEU A  52      -3.790  -8.251   7.209  1.00  0.33           C  \\nATOM    402  O   LEU A  52      -3.403  -8.015  10.434  1.00  0.33           O  \\nATOM    403  CG  LEU A  52      -3.349  -7.439   5.990  1.00  0.32           C  \\nATOM    404  CD1 LEU A  52      -4.385  -7.550   4.876  1.00  0.28           C  \\nATOM    405  CD2 LEU A  52      -3.121  -5.981   6.373  1.00  0.32           C  \\nATOM    406  N   THR A  53      -3.869 -10.240   9.710  1.00  0.31           N  \\nATOM    407  CA  THR A  53      -4.428 -10.638  10.997  1.00  0.31           C  \\nATOM    408  C   THR A  53      -3.329 -10.770  12.047  1.00  0.31           C  \\nATOM    409  CB  THR A  53      -5.196 -11.969  10.884  1.00  0.28           C  \\nATOM    410  O   THR A  53      -3.578 -10.586  13.240  1.00  0.28           O  \\nATOM    411  CG2 THR A  53      -6.666 -11.729  10.556  1.00  0.25           C  \\nATOM    412  OG1 THR A  53      -4.610 -12.766   9.848  1.00  0.20           O  \\nATOM    413  N   ARG A  54      -2.100 -11.006  11.588  1.00  0.32           N  \\nATOM    414  CA  ARG A  54      -1.112 -11.328  12.613  1.00  0.31           C  \\nATOM    415  C   ARG A  54      -0.397 -10.071  13.097  1.00  0.32           C  \\nATOM    416  CB  ARG A  54      -0.093 -12.337  12.080  1.00  0.28           C  \\nATOM    417  O   ARG A  54      -0.012  -9.980  14.265  1.00  0.29           O  \\nATOM    418  CG  ARG A  54      -0.290 -13.749  12.609  1.00  0.27           C  \\nATOM    419  CD  ARG A  54       0.808 -14.689  12.131  1.00  0.31           C  \\nATOM    420  NE  ARG A  54       0.678 -16.016  12.725  1.00  0.24           N  \\nATOM    421  NH1 ARG A  54       2.644 -16.836  11.831  1.00  0.22           N  \\nATOM    422  NH2 ARG A  54       1.336 -18.174  13.155  1.00  0.20           N  \\nATOM    423  CZ  ARG A  54       1.553 -17.006  12.569  1.00  0.24           C  \\nATOM    424  N   GLU A  55      -0.426  -8.978  12.269  1.00  0.34           N  \\nATOM    425  CA  GLU A  55       0.290  -7.843  12.844  1.00  0.34           C  \\nATOM    426  C   GLU A  55      -0.678  -6.777  13.349  1.00  0.34           C  \\nATOM    427  CB  GLU A  55       1.251  -7.238  11.817  1.00  0.31           C  \\nATOM    428  O   GLU A  55      -1.419  -6.183  12.563  1.00  0.32           O  \\nATOM    429  CG  GLU A  55       2.500  -8.073  11.577  1.00  0.29           C  \\nATOM    430  CD  GLU A  55       3.612  -7.303  10.882  1.00  0.34           C  \\nATOM    431  OE1 GLU A  55       3.360  -6.176  10.399  1.00  0.34           O  \\nATOM    432  OE2 GLU A  55       4.744  -7.832  10.820  1.00  0.30           O  \\nATOM    433  N   ARG A  56      -1.716  -7.215  14.194  1.00  0.33           N  \\nATOM    434  CA  ARG A  56      -2.248  -6.267  15.167  1.00  0.33           C  \\nATOM    435  C   ARG A  56      -1.228  -5.180  15.487  1.00  0.33           C  \\nATOM    436  CB  ARG A  56      -2.664  -6.990  16.450  1.00  0.31           C  \\nATOM    437  O   ARG A  56      -0.182  -5.457  16.078  1.00  0.31           O  \\nATOM    438  CG  ARG A  56      -4.040  -7.632  16.378  1.00  0.29           C  \\nATOM    439  CD  ARG A  56      -4.451  -8.238  17.712  1.00  0.32           C  \\nATOM    440  NE  ARG A  56      -5.706  -8.976  17.605  1.00  0.27           N  \\nATOM    441  NH1 ARG A  56      -5.744  -9.640  19.818  1.00  0.24           N  \\nATOM    442  NH2 ARG A  56      -7.433 -10.264  18.400  1.00  0.21           N  \\nATOM    443  CZ  ARG A  56      -6.291  -9.625  18.608  1.00  0.27           C  \\nATOM    444  N   VAL A  57      -0.733  -4.442  14.528  1.00  0.31           N  \\nATOM    445  CA  VAL A  57       0.099  -3.290  14.860  1.00  0.31           C  \\nATOM    446  C   VAL A  57      -0.661  -2.358  15.801  1.00  0.31           C  \\nATOM    447  CB  VAL A  57       0.540  -2.525  13.593  1.00  0.29           C  \\nATOM    448  O   VAL A  57      -1.821  -2.025  15.551  1.00  0.30           O  \\nATOM    449  CG1 VAL A  57       1.526  -1.413  13.949  1.00  0.27           C  \\nATOM    450  CG2 VAL A  57       1.157  -3.485  12.577  1.00  0.28           C  \\nATOM    451  N   HIS A  58      -0.687  -2.711  17.123  1.00  0.31           N  \\nATOM    452  CA  HIS A  58      -0.970  -2.182  18.452  1.00  0.33           C  \\nATOM    453  C   HIS A  58      -1.070  -0.660  18.430  1.00  0.31           C  \\nATOM    454  CB  HIS A  58       0.108  -2.623  19.444  1.00  0.28           C  \\nATOM    455  O   HIS A  58      -1.717  -0.064  19.294  1.00  0.29           O  \\nATOM    456  CG  HIS A  58      -0.304  -3.775  20.305  1.00  0.28           C  \\nATOM    457  CD2 HIS A  58       0.087  -5.071  20.302  1.00  0.24           C  \\nATOM    458  ND1 HIS A  58      -1.233  -3.654  21.315  1.00  0.15           N  \\nATOM    459  CE1 HIS A  58      -1.396  -4.830  21.899  1.00  0.18           C  \\nATOM    460  NE2 HIS A  58      -0.606  -5.706  21.302  1.00  0.18           N  \\nATOM    461  N   ASP A  59      -0.920   0.008  17.223  1.00  0.30           N  \\nATOM    462  CA  ASP A  59      -1.103   1.435  17.465  1.00  0.34           C  \\nATOM    463  C   ASP A  59      -2.190   2.012  16.561  1.00  0.30           C  \\nATOM    464  CB  ASP A  59       0.212   2.189  17.253  1.00  0.28           C  \\nATOM    465  O   ASP A  59      -2.525   3.194  16.660  1.00  0.29           O  \\nATOM    466  CG  ASP A  59       1.085   2.220  18.495  1.00  0.29           C  \\nATOM    467  OD1 ASP A  59       0.656   1.714  19.555  1.00  0.17           O  \\nATOM    468  OD2 ASP A  59       2.211   2.758  18.414  1.00  0.13           O  \\nATOM    469  N   GLY A  60      -3.216   1.097  15.892  1.00  0.35           N  \\nATOM    470  CA  GLY A  60      -4.318   1.526  15.046  1.00  0.35           C  \\nATOM    471  C   GLY A  60      -3.861   2.138  13.735  1.00  0.35           C  \\nATOM    472  O   GLY A  60      -4.613   2.161  12.759  1.00  0.33           O  \\nATOM    473  N   ARG A  61      -2.653   2.642  13.595  1.00  0.35           N  \\nATOM    474  CA  ARG A  61      -2.152   3.423  12.468  1.00  0.34           C  \\nATOM    475  C   ARG A  61      -1.614   2.515  11.368  1.00  0.34           C  \\nATOM    476  CB  ARG A  61      -1.061   4.392  12.928  1.00  0.31           C  \\nATOM    477  O   ARG A  61      -1.712   2.842  10.183  1.00  0.32           O  \\nATOM    478  CG  ARG A  61      -1.571   5.522  13.809  1.00  0.29           C  \\nATOM    479  CD  ARG A  61      -0.469   6.517  14.145  1.00  0.32           C  \\nATOM    480  NE  ARG A  61      -0.718   7.188  15.417  1.00  0.28           N  \\nATOM    481  NH1 ARG A  61       1.148   8.545  15.304  1.00  0.24           N  \\nATOM    482  NH2 ARG A  61      -0.265   8.679  17.104  1.00  0.21           N  \\nATOM    483  CZ  ARG A  61       0.055   8.136  15.939  1.00  0.27           C  \\nATOM    484  N   GLY A  62      -0.899   1.333  11.749  1.00  0.33           N  \\nATOM    485  CA  GLY A  62      -0.410   0.317  10.832  1.00  0.33           C  \\nATOM    486  C   GLY A  62      -1.475  -0.184   9.874  1.00  0.33           C  \\nATOM    487  O   GLY A  62      -1.186  -0.468   8.710  1.00  0.32           O  \\nATOM    488  N   PHE A  63      -2.858  -0.184  10.271  1.00  0.30           N  \\nATOM    489  CA  PHE A  63      -3.974  -0.625   9.442  1.00  0.31           C  \\nATOM    490  C   PHE A  63      -4.159   0.301   8.246  1.00  0.30           C  \\nATOM    491  CB  PHE A  63      -5.265  -0.683  10.265  1.00  0.28           C  \\nATOM    492  O   PHE A  63      -4.432  -0.158   7.135  1.00  0.28           O  \\nATOM    493  CG  PHE A  63      -5.876  -2.057  10.339  1.00  0.27           C  \\nATOM    494  CD1 PHE A  63      -6.815  -2.467   9.401  1.00  0.24           C  \\nATOM    495  CD2 PHE A  63      -5.510  -2.938  11.348  1.00  0.26           C  \\nATOM    496  CE1 PHE A  63      -7.382  -3.737   9.468  1.00  0.23           C  \\nATOM    497  CE2 PHE A  63      -6.072  -4.210  11.421  1.00  0.26           C  \\nATOM    498  CZ  PHE A  63      -7.008  -4.607  10.481  1.00  0.25           C  \\nATOM    499  N   THR A  64      -4.082   1.669   8.491  1.00  0.32           N  \\nATOM    500  CA  THR A  64      -4.439   2.589   7.417  1.00  0.33           C  \\nATOM    501  C   THR A  64      -3.467   2.460   6.248  1.00  0.32           C  \\nATOM    502  CB  THR A  64      -4.457   4.047   7.914  1.00  0.30           C  \\nATOM    503  O   THR A  64      -3.882   2.441   5.087  1.00  0.31           O  \\nATOM    504  CG2 THR A  64      -4.972   4.990   6.832  1.00  0.28           C  \\nATOM    505  OG1 THR A  64      -5.309   4.143   9.061  1.00  0.28           O  \\nATOM    506  N   VAL A  65      -2.147   2.288   6.496  1.00  0.35           N  \\nATOM    507  CA  VAL A  65      -1.174   2.313   5.409  1.00  0.35           C  \\nATOM    508  C   VAL A  65      -1.270   1.022   4.600  1.00  0.35           C  \\nATOM    509  CB  VAL A  65       0.265   2.504   5.939  1.00  0.33           C  \\nATOM    510  O   VAL A  65      -1.334   1.057   3.368  1.00  0.34           O  \\nATOM    511  CG1 VAL A  65       1.270   2.487   4.789  1.00  0.30           C  \\nATOM    512  CG2 VAL A  65       0.373   3.808   6.728  1.00  0.31           C  \\nATOM    513  N   LEU A  66      -1.353  -0.187   5.187  1.00  0.34           N  \\nATOM    514  CA  LEU A  66      -1.356  -1.471   4.493  1.00  0.34           C  \\nATOM    515  C   LEU A  66      -2.663  -1.677   3.736  1.00  0.34           C  \\nATOM    516  CB  LEU A  66      -1.142  -2.617   5.486  1.00  0.32           C  \\nATOM    517  O   LEU A  66      -2.655  -2.119   2.585  1.00  0.32           O  \\nATOM    518  CG  LEU A  66       0.303  -3.075   5.692  1.00  0.31           C  \\nATOM    519  CD1 LEU A  66       0.524  -3.497   7.140  1.00  0.27           C  \\nATOM    520  CD2 LEU A  66       0.643  -4.217   4.739  1.00  0.30           C  \\nATOM    521  N   CYS A  67      -3.881  -1.308   4.346  1.00  0.30           N  \\nATOM    522  CA  CYS A  67      -5.162  -1.379   3.654  1.00  0.31           C  \\nATOM    523  C   CYS A  67      -5.118  -0.604   2.343  1.00  0.30           C  \\nATOM    524  CB  CYS A  67      -6.282  -0.835   4.541  1.00  0.29           C  \\nATOM    525  O   CYS A  67      -5.663  -1.052   1.333  1.00  0.29           O  \\nATOM    526  SG  CYS A  67      -6.912  -2.034   5.736  1.00  0.22           S  \\nATOM    527  N   ASN A  68      -4.222   0.426   2.256  1.00  0.32           N  \\nATOM    528  CA  ASN A  68      -4.273   1.283   1.076  1.00  0.32           C  \\nATOM    529  C   ASN A  68      -3.391   0.745  -0.047  1.00  0.32           C  \\nATOM    530  CB  ASN A  68      -3.864   2.713   1.434  1.00  0.30           C  \\nATOM    531  O   ASN A  68      -3.736   0.865  -1.224  1.00  0.31           O  \\nATOM    532  CG  ASN A  68      -4.976   3.486   2.115  1.00  0.29           C  \\nATOM    533  ND2 ASN A  68      -4.605   4.394   3.010  1.00  0.26           N  \\nATOM    534  OD1 ASN A  68      -6.158   3.269   1.839  1.00  0.29           O  \\nATOM    535  N   VAL A  69      -2.182  -0.015   0.312  1.00  0.39           N  \\nATOM    536  CA  VAL A  69      -1.319  -0.620  -0.696  1.00  0.38           C  \\nATOM    537  C   VAL A  69      -2.074  -1.728  -1.426  1.00  0.39           C  \\nATOM    538  CB  VAL A  69      -0.023  -1.182  -0.070  1.00  0.37           C  \\nATOM    539  O   VAL A  69      -1.965  -1.863  -2.647  1.00  0.37           O  \\nATOM    540  CG1 VAL A  69       0.863  -1.819  -1.140  1.00  0.34           C  \\nATOM    541  CG2 VAL A  69       0.735  -0.079   0.668  1.00  0.35           C  \\nATOM    542  N   TRP A  70      -2.927  -2.523  -0.748  1.00  0.28           N  \\nATOM    543  CA  TRP A  70      -3.793  -3.653  -1.069  1.00  0.35           C  \\nATOM    544  C   TRP A  70      -4.678  -3.337  -2.270  1.00  0.29           C  \\nATOM    545  CB  TRP A  70      -4.659  -4.027   0.136  1.00  0.29           C  \\nATOM    546  O   TRP A  70      -4.799  -4.148  -3.191  1.00  0.28           O  \\nATOM    547  CG  TRP A  70      -4.277  -5.325   0.782  1.00  0.29           C  \\nATOM    548  CD1 TRP A  70      -3.461  -5.498   1.865  1.00  0.27           C  \\nATOM    549  CD2 TRP A  70      -4.694  -6.634   0.380  1.00  0.28           C  \\nATOM    550  CE2 TRP A  70      -4.092  -7.554   1.266  1.00  0.13           C  \\nATOM    551  CE3 TRP A  70      -5.520  -7.118  -0.643  1.00  0.22           C  \\nATOM    552  NE1 TRP A  70      -3.346  -6.837   2.162  1.00  0.22           N  \\nATOM    553  CH2 TRP A  70      -5.102  -9.380   0.149  1.00  0.22           C  \\nATOM    554  CZ2 TRP A  70      -4.290  -8.933   1.159  1.00  0.21           C  \\nATOM    555  CZ3 TRP A  70      -5.715  -8.490  -0.749  1.00  0.22           C  \\nATOM    556  N   PHE A  71      -5.238  -2.201  -2.350  1.00  0.34           N  \\nATOM    557  CA  PHE A  71      -6.333  -1.842  -3.242  1.00  0.36           C  \\nATOM    558  C   PHE A  71      -5.844  -1.725  -4.680  1.00  0.34           C  \\nATOM    559  CB  PHE A  71      -6.980  -0.526  -2.798  1.00  0.33           C  \\nATOM    560  O   PHE A  71      -6.566  -2.072  -5.617  1.00  0.33           O  \\nATOM    561  CG  PHE A  71      -8.395  -0.679  -2.311  1.00  0.32           C  \\nATOM    562  CD1 PHE A  71      -9.460  -0.650  -3.204  1.00  0.29           C  \\nATOM    563  CD2 PHE A  71      -8.662  -0.852  -0.959  1.00  0.32           C  \\nATOM    564  CE1 PHE A  71     -10.771  -0.791  -2.756  1.00  0.33           C  \\nATOM    565  CE2 PHE A  71      -9.970  -0.995  -0.504  1.00  0.33           C  \\nATOM    566  CZ  PHE A  71     -11.023  -0.963  -1.403  1.00  0.32           C  \\nATOM    567  N   ILE A  72      -4.468  -1.733  -4.961  1.00  0.35           N  \\nATOM    568  CA  ILE A  72      -3.907  -1.202  -6.198  1.00  0.36           C  \\nATOM    569  C   ILE A  72      -3.623  -2.345  -7.169  1.00  0.35           C  \\nATOM    570  CB  ILE A  72      -2.617  -0.393  -5.932  1.00  0.34           C  \\nATOM    571  O   ILE A  72      -3.850  -2.215  -8.375  1.00  0.34           O  \\nATOM    572  CG1 ILE A  72      -2.931   0.850  -5.091  1.00  0.31           C  \\nATOM    573  CG2 ILE A  72      -1.941  -0.005  -7.250  1.00  0.31           C  \\nATOM    574  CD1 ILE A  72      -1.697   1.616  -4.635  1.00  0.29           C  \\nATOM    575  N   PHE A  73      -3.379  -3.723  -6.838  1.00  0.39           N  \\nATOM    576  CA  PHE A  73      -2.774  -4.762  -7.662  1.00  0.39           C  \\nATOM    577  C   PHE A  73      -3.843  -5.565  -8.393  1.00  0.39           C  \\nATOM    578  CB  PHE A  73      -1.910  -5.694  -6.807  1.00  0.38           C  \\nATOM    579  O   PHE A  73      -3.604  -6.073  -9.490  1.00  0.38           O  \\nATOM    580  CG  PHE A  73      -0.492  -5.220  -6.636  1.00  0.36           C  \\nATOM    581  CD1 PHE A  73       0.428  -5.349  -7.670  1.00  0.33           C  \\nATOM    582  CD2 PHE A  73      -0.078  -4.645  -5.442  1.00  0.36           C  \\nATOM    583  CE1 PHE A  73       1.742  -4.912  -7.515  1.00  0.37           C  \\nATOM    584  CE2 PHE A  73       1.232  -4.205  -5.279  1.00  0.36           C  \\nATOM    585  CZ  PHE A  73       2.141  -4.340  -6.316  1.00  0.36           C  \\nATOM    586  N   LYS A  74      -5.209  -5.419  -8.119  1.00  0.34           N  \\nATOM    587  CA  LYS A  74      -6.165  -6.351  -8.710  1.00  0.35           C  \\nATOM    588  C   LYS A  74      -6.590  -5.893 -10.102  1.00  0.34           C  \\nATOM    589  CB  LYS A  74      -7.394  -6.501  -7.811  1.00  0.31           C  \\nATOM    590  O   LYS A  74      -6.816  -6.718 -10.990  1.00  0.32           O  \\nATOM    591  CG  LYS A  74      -8.052  -7.870  -7.886  1.00  0.30           C  \\nATOM    592  CD  LYS A  74      -9.417  -7.872  -7.209  1.00  0.34           C  \\nATOM    593  CE  LYS A  74     -10.119  -9.214  -7.368  1.00  0.27           C  \\nATOM    594  NZ  LYS A  74     -11.459  -9.220  -6.708  1.00  0.29           N  \\nATOM    595  N   ASN A  75      -6.441  -4.616 -10.478  1.00  0.31           N  \\nATOM    596  CA  ASN A  75      -6.972  -4.239 -11.784  1.00  0.32           C  \\nATOM    597  C   ASN A  75      -5.872  -3.732 -12.712  1.00  0.31           C  \\nATOM    598  CB  ASN A  75      -8.068  -3.182 -11.633  1.00  0.29           C  \\nATOM    599  O   ASN A  75      -6.107  -3.522 -13.903  1.00  0.30           O  \\nATOM    600  CG  ASN A  75      -9.398  -3.775 -11.212  1.00  0.28           C  \\nATOM    601  ND2 ASN A  75     -10.144  -3.039 -10.397  1.00  0.23           N  \\nATOM    602  OD1 ASN A  75      -9.751  -4.886 -11.615  1.00  0.28           O  \\nATOM    603  N   LEU A  76      -4.689  -3.837 -12.118  1.00  0.32           N  \\nATOM    604  CA  LEU A  76      -3.541  -3.651 -12.998  1.00  0.32           C  \\nATOM    605  C   LEU A  76      -3.025  -4.993 -13.508  1.00  0.32           C  \\nATOM    606  CB  LEU A  76      -2.422  -2.903 -12.270  1.00  0.30           C  \\nATOM    607  O   LEU A  76      -2.817  -5.921 -12.723  1.00  0.31           O  \\nATOM    608  CG  LEU A  76      -2.481  -1.376 -12.322  1.00  0.28           C  \\nATOM    609  CD1 LEU A  76      -1.874  -0.778 -11.057  1.00  0.27           C  \\nATOM    610  CD2 LEU A  76      -1.764  -0.855 -13.563  1.00  0.29           C  \\nATOM    611  N   GLN A  77      -3.940  -5.744 -14.334  1.00  0.31           N  \\nATOM    612  CA  GLN A  77      -3.318  -6.778 -15.155  1.00  0.32           C  \\nATOM    613  C   GLN A  77      -1.810  -6.569 -15.254  1.00  0.31           C  \\nATOM    614  CB  GLN A  77      -3.938  -6.799 -16.553  1.00  0.28           C  \\nATOM    615  O   GLN A  77      -1.299  -6.182 -16.307  1.00  0.29           O  \\nATOM    616  CG  GLN A  77      -5.252  -7.565 -16.631  1.00  0.26           C  \\nATOM    617  CD  GLN A  77      -5.718  -7.787 -18.058  1.00  0.30           C  \\nATOM    618  NE2 GLN A  77      -6.503  -8.838 -18.269  1.00  0.17           N  \\nATOM    619  OE1 GLN A  77      -5.375  -7.020 -18.964  1.00  0.30           O  \\nATOM    620  N   ILE A  78      -1.295  -5.920 -14.267  1.00  0.32           N  \\nATOM    621  CA  ILE A  78       0.161  -5.882 -14.354  1.00  0.32           C  \\nATOM    622  C   ILE A  78       0.735  -7.252 -14.000  1.00  0.32           C  \\nATOM    623  CB  ILE A  78       0.754  -4.796 -13.428  1.00  0.29           C  \\nATOM    624  O   ILE A  78       0.406  -7.819 -12.955  1.00  0.30           O  \\nATOM    625  CG1 ILE A  78       0.208  -3.415 -13.807  1.00  0.28           C  \\nATOM    626  CG2 ILE A  78       2.285  -4.814 -13.487  1.00  0.28           C  \\nATOM    627  CD1 ILE A  78       0.592  -2.309 -12.833  1.00  0.26           C  \\nATOM    628  N   SER A  79       0.802  -8.251 -14.894  1.00  0.32           N  \\nATOM    629  CA  SER A  79       1.848  -9.268 -14.873  1.00  0.32           C  \\nATOM    630  C   SER A  79       3.125  -8.736 -14.233  1.00  0.32           C  \\nATOM    631  CB  SER A  79       2.145  -9.761 -16.290  1.00  0.29           C  \\nATOM    632  O   SER A  79       3.862  -7.966 -14.852  1.00  0.30           O  \\nATOM    633  OG  SER A  79       3.468 -10.260 -16.382  1.00  0.17           O  \\nATOM    634  N   LEU A  80       3.041  -7.823 -13.288  1.00  0.31           N  \\nATOM    635  CA  LEU A  80       4.310  -7.508 -12.642  1.00  0.31           C  \\nATOM    636  C   LEU A  80       4.932  -8.757 -12.027  1.00  0.31           C  \\nATOM    637  CB  LEU A  80       4.113  -6.438 -11.565  1.00  0.29           C  \\nATOM    638  O   LEU A  80       4.243  -9.536 -11.364  1.00  0.30           O  \\nATOM    639  CG  LEU A  80       4.097  -4.987 -12.045  1.00  0.28           C  \\nATOM    640  CD1 LEU A  80       3.281  -4.121 -11.091  1.00  0.26           C  \\nATOM    641  CD2 LEU A  80       5.518  -4.451 -12.178  1.00  0.28           C  \\nATOM    642  N   CYS A  81       5.849  -9.423 -12.771  1.00  0.25           N  \\nATOM    643  CA  CYS A  81       6.948 -10.296 -12.375  1.00  0.30           C  \\nATOM    644  C   CYS A  81       7.088 -10.343 -10.858  1.00  0.27           C  \\nATOM    645  CB  CYS A  81       8.259  -9.824 -13.003  1.00  0.25           C  \\nATOM    646  O   CYS A  81       7.087  -9.302 -10.198  1.00  0.26           O  \\nATOM    647  SG  CYS A  81       8.653 -10.640 -14.566  1.00  0.18           S  \\nATOM    648  N   HIS A  82       6.084 -11.084 -10.165  1.00  0.38           N  \\nATOM    649  CA  HIS A  82       6.268 -11.670  -8.842  1.00  0.38           C  \\nATOM    650  C   HIS A  82       7.333 -10.918  -8.050  1.00  0.38           C  \\nATOM    651  CB  HIS A  82       6.647 -13.148  -8.959  1.00  0.35           C  \\nATOM    652  O   HIS A  82       7.117 -10.569  -6.888  1.00  0.36           O  \\nATOM    653  CG  HIS A  82       5.524 -14.082  -8.640  1.00  0.33           C  \\nATOM    654  CD2 HIS A  82       4.668 -14.753  -9.447  1.00  0.32           C  \\nATOM    655  ND1 HIS A  82       5.176 -14.413  -7.348  1.00  0.28           N  \\nATOM    656  CE1 HIS A  82       4.153 -15.251  -7.375  1.00  0.31           C  \\nATOM    657  NE2 HIS A  82       3.825 -15.473  -8.637  1.00  0.32           N  \\nATOM    658  N   ASP A  83       8.515 -10.481  -8.812  1.00  0.36           N  \\nATOM    659  CA  ASP A  83       9.712  -9.954  -8.163  1.00  0.36           C  \\nATOM    660  C   ASP A  83       9.562  -8.465  -7.860  1.00  0.36           C  \\nATOM    661  CB  ASP A  83      10.945 -10.193  -9.036  1.00  0.33           C  \\nATOM    662  O   ASP A  83       9.935  -8.005  -6.779  1.00  0.34           O  \\nATOM    663  CG  ASP A  83      11.352 -11.654  -9.101  1.00  0.31           C  \\nATOM    664  OD1 ASP A  83      11.029 -12.419  -8.167  1.00  0.32           O  \\nATOM    665  OD2 ASP A  83      12.005 -12.043 -10.094  1.00  0.31           O  \\nATOM    666  N   LEU A  84       8.862  -7.642  -8.752  1.00  0.35           N  \\nATOM    667  CA  LEU A  84       8.745  -6.200  -8.565  1.00  0.35           C  \\nATOM    668  C   LEU A  84       7.675  -5.871  -7.530  1.00  0.35           C  \\nATOM    669  CB  LEU A  84       8.417  -5.512  -9.893  1.00  0.33           C  \\nATOM    670  O   LEU A  84       7.862  -4.980  -6.699  1.00  0.34           O  \\nATOM    671  CG  LEU A  84       9.607  -4.979 -10.692  1.00  0.31           C  \\nATOM    672  CD1 LEU A  84       9.297  -5.005 -12.185  1.00  0.28           C  \\nATOM    673  CD2 LEU A  84       9.968  -3.568 -10.240  1.00  0.30           C  \\nATOM    674  N   PHE A  86       6.764  -7.797  -5.067  1.00  0.41           N  \\nATOM    675  CA  PHE A  86       7.442  -8.228  -3.850  1.00  0.41           C  \\nATOM    676  C   PHE A  86       8.489  -7.206  -3.423  1.00  0.41           C  \\nATOM    677  CB  PHE A  86       8.099  -9.597  -4.055  1.00  0.39           C  \\nATOM    678  O   PHE A  86       8.564  -6.841  -2.247  1.00  0.39           O  \\nATOM    679  CG  PHE A  86       8.276 -10.381  -2.783  1.00  0.37           C  \\nATOM    680  CD1 PHE A  86       7.198 -11.026  -2.191  1.00  0.33           C  \\nATOM    681  CD2 PHE A  86       9.523 -10.472  -2.178  1.00  0.35           C  \\nATOM    682  CE1 PHE A  86       7.359 -11.753  -1.013  1.00  0.36           C  \\nATOM    683  CE2 PHE A  86       9.693 -11.197  -1.002  1.00  0.37           C  \\nATOM    684  CZ  PHE A  86       8.609 -11.835  -0.420  1.00  0.34           C  \\nATOM    685  N   LEU A  87       9.401  -6.646  -4.382  1.00  0.37           N  \\nATOM    686  CA  LEU A  87      10.419  -5.637  -4.111  1.00  0.36           C  \\nATOM    687  C   LEU A  87       9.780  -4.319  -3.687  1.00  0.37           C  \\nATOM    688  CB  LEU A  87      11.299  -5.418  -5.344  1.00  0.34           C  \\nATOM    689  O   LEU A  87      10.214  -3.697  -2.715  1.00  0.35           O  \\nATOM    690  CG  LEU A  87      12.714  -5.994  -5.279  1.00  0.32           C  \\nATOM    691  CD1 LEU A  87      13.055  -6.709  -6.582  1.00  0.28           C  \\nATOM    692  CD2 LEU A  87      13.727  -4.893  -4.987  1.00  0.30           C  \\nATOM    693  N   PHE A  88       8.708  -3.848  -4.386  1.00  0.41           N  \\nATOM    694  CA  PHE A  88       7.999  -2.644  -3.969  1.00  0.42           C  \\nATOM    695  C   PHE A  88       7.462  -2.795  -2.551  1.00  0.41           C  \\nATOM    696  CB  PHE A  88       6.850  -2.334  -4.935  1.00  0.41           C  \\nATOM    697  O   PHE A  88       7.512  -1.852  -1.759  1.00  0.40           O  \\nATOM    698  CG  PHE A  88       7.167  -1.246  -5.925  1.00  0.40           C  \\nATOM    699  CD1 PHE A  88       7.147   0.089  -5.541  1.00  0.38           C  \\nATOM    700  CD2 PHE A  88       7.485  -1.559  -7.240  1.00  0.39           C  \\nATOM    701  CE1 PHE A  88       7.439   1.099  -6.456  1.00  0.39           C  \\nATOM    702  CE2 PHE A  88       7.778  -0.556  -8.160  1.00  0.39           C  \\nATOM    703  CZ  PHE A  88       7.754   0.773  -7.766  1.00  0.39           C  \\nATOM    704  N   LEU A  89       6.956  -3.962  -2.259  1.00  0.43           N  \\nATOM    705  CA  LEU A  89       6.453  -4.256  -0.921  1.00  0.43           C  \\nATOM    706  C   LEU A  89       7.565  -4.138   0.116  1.00  0.43           C  \\nATOM    707  CB  LEU A  89       5.841  -5.658  -0.874  1.00  0.42           C  \\nATOM    708  O   LEU A  89       7.387  -3.495   1.153  1.00  0.42           O  \\nATOM    709  CG  LEU A  89       4.531  -5.801  -0.099  1.00  0.41           C  \\nATOM    710  CD1 LEU A  89       3.445  -6.384  -0.996  1.00  0.38           C  \\nATOM    711  CD2 LEU A  89       4.733  -6.670   1.138  1.00  0.40           C  \\nATOM    712  N   ILE A  90       8.731  -4.917  -0.141  1.00  0.38           N  \\nATOM    713  CA  ILE A  90       9.854  -4.888   0.790  1.00  0.38           C  \\nATOM    714  C   ILE A  90      10.292  -3.444   1.025  1.00  0.38           C  \\nATOM    715  CB  ILE A  90      11.041  -5.730   0.271  1.00  0.36           C  \\nATOM    716  O   ILE A  90      10.485  -3.026   2.169  1.00  0.36           O  \\nATOM    717  CG1 ILE A  90      10.693  -7.223   0.307  1.00  0.32           C  \\nATOM    718  CG2 ILE A  90      12.305  -5.443   1.086  1.00  0.33           C  \\nATOM    719  CD1 ILE A  90      11.764  -8.123  -0.293  1.00  0.30           C  \\nATOM    720  N   GLU A  91      10.362  -2.614  -0.130  1.00  0.37           N  \\nATOM    721  CA  GLU A  91      10.792  -1.229   0.031  1.00  0.37           C  \\nATOM    722  C   GLU A  91       9.769  -0.422   0.825  1.00  0.37           C  \\nATOM    723  CB  GLU A  91      11.032  -0.577  -1.333  1.00  0.36           C  \\nATOM    724  O   GLU A  91      10.135   0.388   1.678  1.00  0.36           O  \\nATOM    725  CG  GLU A  91      12.421  -0.832  -1.901  1.00  0.34           C  \\nATOM    726  CD  GLU A  91      12.731   0.008  -3.129  1.00  0.38           C  \\nATOM    727  OE1 GLU A  91      11.802   0.640  -3.682  1.00  0.41           O  \\nATOM    728  OE2 GLU A  91      13.912   0.033  -3.543  1.00  0.38           O  \\nATOM    729  N   SER A  92       8.464  -0.705   0.643  1.00  0.39           N  \\nATOM    730  CA  SER A  92       7.431   0.021   1.375  1.00  0.40           C  \\nATOM    731  C   SER A  92       7.380  -0.414   2.836  1.00  0.39           C  \\nATOM    732  CB  SER A  92       6.064  -0.189   0.724  1.00  0.39           C  \\nATOM    733  O   SER A  92       7.167   0.411   3.727  1.00  0.39           O  \\nATOM    734  OG  SER A  92       6.120   0.088  -0.665  1.00  0.33           O  \\nATOM    735  N   VAL A  93       7.585  -1.746   3.067  1.00  0.38           N  \\nATOM    736  CA  VAL A  93       7.655  -2.191   4.455  1.00  0.38           C  \\nATOM    737  C   VAL A  93       8.924  -1.650   5.108  1.00  0.38           C  \\nATOM    738  CB  VAL A  93       7.617  -3.732   4.559  1.00  0.36           C  \\nATOM    739  O   VAL A  93       8.889  -1.174   6.246  1.00  0.37           O  \\nATOM    740  CG1 VAL A  93       7.861  -4.182   5.998  1.00  0.33           C  \\nATOM    741  CG2 VAL A  93       6.282  -4.269   4.047  1.00  0.33           C  \\nATOM    742  N   LEU A  94      10.084  -1.741   4.350  1.00  0.34           N  \\nATOM    743  CA  LEU A  94      11.340  -1.264   4.917  1.00  0.34           C  \\nATOM    744  C   LEU A  94      11.260   0.224   5.242  1.00  0.34           C  \\nATOM    745  CB  LEU A  94      12.498  -1.525   3.950  1.00  0.32           C  \\nATOM    746  O   LEU A  94      11.918   0.697   6.171  1.00  0.33           O  \\nATOM    747  CG  LEU A  94      13.200  -2.878   4.082  1.00  0.30           C  \\nATOM    748  CD1 LEU A  94      13.915  -3.233   2.783  1.00  0.26           C  \\nATOM    749  CD2 LEU A  94      14.179  -2.860   5.251  1.00  0.29           C  \\nATOM    750  N   LEU A  95      10.458   0.929   4.399  1.00  0.36           N  \\nATOM    751  CA  LEU A  95      10.318   2.343   4.729  1.00  0.36           C  \\nATOM    752  C   LEU A  95       9.480   2.528   5.989  1.00  0.36           C  \\nATOM    753  CB  LEU A  95       9.683   3.105   3.563  1.00  0.35           C  \\nATOM    754  O   LEU A  95       9.486   3.603   6.592  1.00  0.35           O  \\nATOM    755  CG  LEU A  95      10.629   3.545   2.444  1.00  0.33           C  \\nATOM    756  CD1 LEU A  95       9.847   3.801   1.159  1.00  0.30           C  \\nATOM    757  CD2 LEU A  95      11.407   4.788   2.859  1.00  0.33           C  \\nATOM    758  N   LEU A  96       8.744   1.509   6.429  1.00  0.36           N  \\nATOM    759  CA  LEU A  96       7.855   1.651   7.576  1.00  0.38           C  \\nATOM    760  C   LEU A  96       8.551   1.214   8.861  1.00  0.36           C  \\nATOM    761  CB  LEU A  96       6.578   0.832   7.370  1.00  0.36           C  \\nATOM    762  O   LEU A  96       8.071   1.501   9.960  1.00  0.36           O  \\nATOM    763  CG  LEU A  96       5.581   1.377   6.346  1.00  0.35           C  \\nATOM    764  CD1 LEU A  96       4.506   0.337   6.048  1.00  0.33           C  \\nATOM    765  CD2 LEU A  96       4.954   2.673   6.848  1.00  0.37           C  \\nATOM    766  N   VAL A  97       9.655   0.414   8.620  1.00  0.29           N  \\nATOM    767  CA  VAL A  97      10.479   0.098   9.782  1.00  0.30           C  \\nATOM    768  C   VAL A  97      11.559   1.163   9.955  1.00  0.29           C  \\nATOM    769  CB  VAL A  97      11.125  -1.300   9.656  1.00  0.28           C  \\nATOM    770  O   VAL A  97      11.830   1.605  11.074  1.00  0.28           O  \\nATOM    771  CG1 VAL A  97      11.947  -1.629  10.902  1.00  0.27           C  \\nATOM    772  CG2 VAL A  97      10.053  -2.363   9.423  1.00  0.26           C  \\nTER     773      VAL A  97\\nEND\\n\",\"pdb\");\n\tviewer_17096255495177884.setStyle({\"model\": -1},{\"cartoon\": {\"color\": \"spectrum\"}});\n\tviewer_17096255495177884.zoomTo();\nviewer_17096255495177884.render();\n});\n</script>",
            "text/html": [
              "<div id=\"3dmolviewer_17096255495177884\"  style=\"position: relative; width: 800px; height: 400px;\">\n",
              "        <p id=\"3dmolwarning_17096255495177884\" style=\"background-color:#ffcccc;color:black\">You appear to be running in JupyterLab (or JavaScript failed to load for some other reason).  You need to install the 3dmol extension: <br>\n",
              "        <tt>jupyter labextension install jupyterlab_3dmol</tt></p>\n",
              "        </div>\n",
              "<script>\n",
              "\n",
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              "    var tag = document.createElement('script');\n",
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              "\n",
              "if(typeof $3Dmolpromise === 'undefined') {\n",
              "$3Dmolpromise = null;\n",
              "  $3Dmolpromise = loadScriptAsync('https://3dmol.org/build/3Dmol.js');\n",
              "}\n",
              "\n",
              "var viewer_17096255495177884 = null;\n",
              "var warn = document.getElementById(\"3dmolwarning_17096255495177884\");\n",
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              "$3Dmolpromise.then(function() {\n",
              "viewer_17096255495177884 = $3Dmol.createViewer(document.getElementById(\"3dmolviewer_17096255495177884\"),{backgroundColor:\"white\"});\n",
              "viewer_17096255495177884.zoomTo();\n",
              "\tviewer_17096255495177884.addModel(\"PARENT N/A\\nATOM      1  N   MET A   1      -1.658  20.505   6.157  1.00  0.27           N  \\nATOM      2  CA  MET A   1      -2.361  20.300   4.895  1.00  0.28           C  \\nATOM      3  C   MET A   1      -1.650  19.256   4.039  1.00  0.27           C  \\nATOM      4  CB  MET A   1      -2.479  21.615   4.123  1.00  0.26           C  \\nATOM      5  O   MET A   1      -0.455  19.381   3.766  1.00  0.27           O  \\nATOM      6  CG  MET A   1      -3.547  21.599   3.042  1.00  0.26           C  \\nATOM      7  SD  MET A   1      -3.770  23.238   2.249  1.00  0.20           S  \\nATOM      8  CE  MET A   1      -4.370  22.725   0.615  1.00  0.23           C  \\nATOM      9  N   VAL A   2      -2.091  17.938   4.022  1.00  0.30           N  \\nATOM     10  CA  VAL A   2      -1.481  16.881   3.222  1.00  0.31           C  \\nATOM     11  C   VAL A   2      -1.667  17.183   1.737  1.00  0.30           C  \\nATOM     12  CB  VAL A   2      -2.077  15.496   3.563  1.00  0.29           C  \\nATOM     13  O   VAL A   2      -2.769  17.521   1.299  1.00  0.29           O  \\nATOM     14  CG1 VAL A   2      -1.424  14.404   2.718  1.00  0.28           C  \\nATOM     15  CG2 VAL A   2      -1.911  15.196   5.051  1.00  0.28           C  \\nATOM     16  N   ARG A   3      -0.495  17.498   1.016  1.00  0.33           N  \\nATOM     17  CA  ARG A   3      -0.577  17.690  -0.428  1.00  0.33           C  \\nATOM     18  C   ARG A   3      -0.450  16.361  -1.165  1.00  0.33           C  \\nATOM     19  CB  ARG A   3       0.508  18.659  -0.904  1.00  0.31           C  \\nATOM     20  O   ARG A   3       0.478  15.590  -0.910  1.00  0.31           O  \\nATOM     21  CG  ARG A   3       0.112  19.474  -2.125  1.00  0.29           C  \\nATOM     22  CD  ARG A   3       1.211  20.445  -2.535  1.00  0.31           C  \\nATOM     23  NE  ARG A   3       0.831  21.224  -3.710  1.00  0.27           N  \\nATOM     24  NH1 ARG A   3       2.848  22.339  -3.879  1.00  0.23           N  \\nATOM     25  NH2 ARG A   3       1.171  22.760  -5.384  1.00  0.19           N  \\nATOM     26  CZ  ARG A   3       1.618  22.106  -4.322  1.00  0.27           C  \\nATOM     27  N   ILE A   4      -1.482  15.986  -1.811  1.00  0.35           N  \\nATOM     28  CA  ILE A   4      -1.506  14.833  -2.705  1.00  0.35           C  \\nATOM     29  C   ILE A   4      -1.066  15.255  -4.105  1.00  0.35           C  \\nATOM     30  CB  ILE A   4      -2.910  14.188  -2.756  1.00  0.34           C  \\nATOM     31  O   ILE A   4      -1.601  16.212  -4.669  1.00  0.34           O  \\nATOM     32  CG1 ILE A   4      -3.386  13.831  -1.344  1.00  0.31           C  \\nATOM     33  CG2 ILE A   4      -2.903  12.952  -3.661  1.00  0.31           C  \\nATOM     34  CD1 ILE A   4      -4.793  13.254  -1.292  1.00  0.31           C  \\nATOM     35  N   VAL A   5       0.148  14.851  -4.521  1.00  0.34           N  \\nATOM     36  CA  VAL A   5       0.660  15.179  -5.847  1.00  0.34           C  \\nATOM     37  C   VAL A   5       0.629  13.938  -6.736  1.00  0.34           C  \\nATOM     38  CB  VAL A   5       2.094  15.749  -5.778  1.00  0.31           C  \\nATOM     39  O   VAL A   5       1.140  12.882  -6.356  1.00  0.32           O  \\nATOM     40  CG1 VAL A   5       2.557  16.216  -7.157  1.00  0.29           C  \\nATOM     41  CG2 VAL A   5       2.164  16.896  -4.771  1.00  0.29           C  \\nATOM     42  N   PRO A   6      -0.167  13.877  -7.836  1.00  0.35           N  \\nATOM     43  CA  PRO A   6      -0.126  12.831  -8.860  1.00  0.35           C  \\nATOM     44  C   PRO A   6       1.229  12.742  -9.559  1.00  0.35           C  \\nATOM     45  CB  PRO A   6      -1.221  13.255  -9.842  1.00  0.34           C  \\nATOM     46  O   PRO A   6       1.770  13.762  -9.996  1.00  0.34           O  \\nATOM     47  CG  PRO A   6      -1.474  14.695  -9.532  1.00  0.32           C  \\nATOM     48  CD  PRO A   6      -0.836  15.019  -8.212  1.00  0.36           C  \\nATOM     49  N   LEU A   7       2.079  11.838  -9.255  1.00  0.34           N  \\nATOM     50  CA  LEU A   7       3.331  11.821 -10.003  1.00  0.34           C  \\nATOM     51  C   LEU A   7       3.087  11.456 -11.463  1.00  0.34           C  \\nATOM     52  CB  LEU A   7       4.317  10.831  -9.375  1.00  0.32           C  \\nATOM     53  O   LEU A   7       3.529  12.169 -12.367  1.00  0.32           O  \\nATOM     54  CG  LEU A   7       5.419  11.433  -8.502  1.00  0.30           C  \\nATOM     55  CD1 LEU A   7       5.753  10.494  -7.348  1.00  0.27           C  \\nATOM     56  CD2 LEU A   7       6.661  11.728  -9.336  1.00  0.31           C  \\nATOM     57  N   GLN A   8       2.295  10.528 -11.590  1.00  0.35           N  \\nATOM     58  CA  GLN A   8       2.344   9.853 -12.883  1.00  0.35           C  \\nATOM     59  C   GLN A   8       1.408   8.647 -12.909  1.00  0.35           C  \\nATOM     60  CB  GLN A   8       3.773   9.416 -13.207  1.00  0.33           C  \\nATOM     61  O   GLN A   8       1.219   7.980 -11.890  1.00  0.33           O  \\nATOM     62  CG  GLN A   8       4.402  10.180 -14.364  1.00  0.30           C  \\nATOM     63  CD  GLN A   8       5.845   9.784 -14.614  1.00  0.33           C  \\nATOM     64  NE2 GLN A   8       6.433  10.324 -15.676  1.00  0.30           N  \\nATOM     65  OE1 GLN A   8       6.427   8.999 -13.858  1.00  0.36           O  \\nATOM     66  N   ARG A   9       0.378   8.679 -13.746  1.00  0.37           N  \\nATOM     67  CA  ARG A   9      -0.406   7.540 -14.215  1.00  0.37           C  \\nATOM     68  C   ARG A   9       0.501   6.392 -14.646  1.00  0.37           C  \\nATOM     69  CB  ARG A   9      -1.315   7.954 -15.374  1.00  0.35           C  \\nATOM     70  O   ARG A   9       1.403   6.581 -15.466  1.00  0.36           O  \\nATOM     71  CG  ARG A   9      -2.732   8.306 -14.951  1.00  0.33           C  \\nATOM     72  CD  ARG A   9      -3.606   8.662 -16.145  1.00  0.35           C  \\nATOM     73  NE  ARG A   9      -4.961   9.019 -15.735  1.00  0.32           N  \\nATOM     74  NH1 ARG A   9      -5.703   9.498 -17.869  1.00  0.27           N  \\nATOM     75  NH2 ARG A   9      -7.123   9.709 -16.082  1.00  0.23           N  \\nATOM     76  CZ  ARG A   9      -5.926   9.408 -16.563  1.00  0.32           C  \\nATOM     77  N   PHE A  10       0.903   5.560 -13.764  1.00  0.33           N  \\nATOM     78  CA  PHE A  10       1.501   4.296 -14.179  1.00  0.35           C  \\nATOM     79  C   PHE A  10       0.455   3.188 -14.214  1.00  0.33           C  \\nATOM     80  CB  PHE A  10       2.646   3.908 -13.239  1.00  0.32           C  \\nATOM     81  O   PHE A  10      -0.242   2.954 -13.225  1.00  0.33           O  \\nATOM     82  CG  PHE A  10       4.014   4.178 -13.805  1.00  0.31           C  \\nATOM     83  CD1 PHE A  10       4.673   3.214 -14.558  1.00  0.30           C  \\nATOM     84  CD2 PHE A  10       4.642   5.397 -13.583  1.00  0.32           C  \\nATOM     85  CE1 PHE A  10       5.939   3.461 -15.083  1.00  0.31           C  \\nATOM     86  CE2 PHE A  10       5.907   5.651 -14.105  1.00  0.33           C  \\nATOM     87  CZ  PHE A  10       6.555   4.682 -14.853  1.00  0.31           C  \\nATOM     88  N   ALA A  11       0.098   2.747 -15.447  1.00  0.35           N  \\nATOM     89  CA  ALA A  11      -0.749   1.604 -15.780  1.00  0.35           C  \\nATOM     90  C   ALA A  11      -2.130   1.741 -15.147  1.00  0.35           C  \\nATOM     91  CB  ALA A  11      -0.088   0.303 -15.329  1.00  0.33           C  \\nATOM     92  O   ALA A  11      -2.640   0.795 -14.542  1.00  0.33           O  \\nATOM     93  N   GLY A  12      -2.687   3.014 -15.176  1.00  0.32           N  \\nATOM     94  CA  GLY A  12      -3.989   3.361 -14.630  1.00  0.32           C  \\nATOM     95  C   GLY A  12      -3.946   3.695 -13.151  1.00  0.32           C  \\nATOM     96  O   GLY A  12      -4.950   4.124 -12.577  1.00  0.31           O  \\nATOM     97  N   ALA A  13      -2.834   3.511 -12.527  1.00  0.36           N  \\nATOM     98  CA  ALA A  13      -2.675   3.889 -11.125  1.00  0.36           C  \\nATOM     99  C   ALA A  13      -2.135   5.310 -10.997  1.00  0.36           C  \\nATOM    100  CB  ALA A  13      -1.750   2.906 -10.411  1.00  0.35           C  \\nATOM    101  O   ALA A  13      -1.349   5.760 -11.834  1.00  0.35           O  \\nATOM    102  N   VAL A  14      -2.970   6.232 -10.365  1.00  0.35           N  \\nATOM    103  CA  VAL A  14      -2.531   7.557  -9.939  1.00  0.35           C  \\nATOM    104  C   VAL A  14      -1.729   7.444  -8.644  1.00  0.35           C  \\nATOM    105  CB  VAL A  14      -3.728   8.515  -9.743  1.00  0.33           C  \\nATOM    106  O   VAL A  14      -2.221   6.913  -7.646  1.00  0.33           O  \\nATOM    107  CG1 VAL A  14      -3.246   9.897  -9.307  1.00  0.30           C  \\nATOM    108  CG2 VAL A  14      -4.549   8.611 -11.027  1.00  0.30           C  \\nATOM    109  N   LEU A  15      -0.442   7.350  -8.721  1.00  0.37           N  \\nATOM    110  CA  LEU A  15       0.491   7.459  -7.604  1.00  0.37           C  \\nATOM    111  C   LEU A  15       0.348   8.807  -6.906  1.00  0.37           C  \\nATOM    112  CB  LEU A  15       1.931   7.271  -8.088  1.00  0.36           C  \\nATOM    113  O   LEU A  15       0.437   9.856  -7.549  1.00  0.36           O  \\nATOM    114  CG  LEU A  15       2.646   6.005  -7.613  1.00  0.35           C  \\nATOM    115  CD1 LEU A  15       2.989   5.113  -8.801  1.00  0.33           C  \\nATOM    116  CD2 LEU A  15       3.902   6.363  -6.826  1.00  0.35           C  \\nATOM    117  N   MET A  16      -0.455   8.837  -5.792  1.00  0.36           N  \\nATOM    118  CA  MET A  16      -0.628  10.044  -4.988  1.00  0.36           C  \\nATOM    119  C   MET A  16       0.369  10.075  -3.833  1.00  0.36           C  \\nATOM    120  CB  MET A  16      -2.056  10.131  -4.448  1.00  0.34           C  \\nATOM    121  O   MET A  16       0.616   9.051  -3.193  1.00  0.34           O  \\nATOM    122  CG  MET A  16      -3.104  10.374  -5.523  1.00  0.32           C  \\nATOM    123  SD  MET A  16      -4.761  10.730  -4.821  1.00  0.40           S  \\nATOM    124  CE  MET A  16      -5.267   9.057  -4.332  1.00  0.30           C  \\nATOM    125  N   TYR A  17       1.280  11.083  -3.792  1.00  0.38           N  \\nATOM    126  CA  TYR A  17       2.283  11.455  -2.801  1.00  0.39           C  \\nATOM    127  C   TYR A  17       1.676  12.332  -1.712  1.00  0.38           C  \\nATOM    128  CB  TYR A  17       3.453  12.185  -3.467  1.00  0.37           C  \\nATOM    129  O   TYR A  17       0.948  13.282  -2.006  1.00  0.37           O  \\nATOM    130  CG  TYR A  17       4.705  12.221  -2.625  1.00  0.35           C  \\nATOM    131  CD1 TYR A  17       5.039  13.354  -1.887  1.00  0.34           C  \\nATOM    132  CD2 TYR A  17       5.557  11.123  -2.566  1.00  0.36           C  \\nATOM    133  CE1 TYR A  17       6.193  13.393  -1.111  1.00  0.36           C  \\nATOM    134  CE2 TYR A  17       6.713  11.151  -1.793  1.00  0.37           C  \\nATOM    135  OH  TYR A  17       8.165  12.321  -0.303  1.00  0.29           O  \\nATOM    136  CZ  TYR A  17       7.022  12.288  -1.070  1.00  0.37           C  \\nATOM    137  N   CYS A  18       1.682  11.908  -0.453  1.00  0.35           N  \\nATOM    138  CA  CYS A  18       1.531  12.787   0.701  1.00  0.37           C  \\nATOM    139  C   CYS A  18       2.875  13.368   1.123  1.00  0.35           C  \\nATOM    140  CB  CYS A  18       0.902  12.033   1.872  1.00  0.34           C  \\nATOM    141  O   CYS A  18       3.829  12.626   1.366  1.00  0.34           O  \\nATOM    142  SG  CYS A  18      -0.844  11.638   1.629  1.00  0.32           S  \\nATOM    143  N   GLN A  19       3.139  14.554   0.668  1.00  0.38           N  \\nATOM    144  CA  GLN A  19       4.224  15.354   1.227  1.00  0.38           C  \\nATOM    145  C   GLN A  19       4.032  15.569   2.726  1.00  0.38           C  \\nATOM    146  CB  GLN A  19       4.320  16.702   0.512  1.00  0.36           C  \\nATOM    147  O   GLN A  19       2.958  15.981   3.167  1.00  0.36           O  \\nATOM    148  CG  GLN A  19       5.743  17.229   0.383  1.00  0.34           C  \\nATOM    149  CD  GLN A  19       5.813  18.559  -0.344  1.00  0.37           C  \\nATOM    150  NE2 GLN A  19       6.975  19.203  -0.293  1.00  0.33           N  \\nATOM    151  OE1 GLN A  19       4.831  19.005  -0.947  1.00  0.39           O  \\nATOM    152  N   PRO A  20       4.892  15.043   3.533  1.00  0.39           N  \\nATOM    153  CA  PRO A  20       4.912  15.466   4.935  1.00  0.38           C  \\nATOM    154  C   PRO A  20       4.859  16.984   5.095  1.00  0.39           C  \\nATOM    155  CB  PRO A  20       6.242  14.909   5.452  1.00  0.37           C  \\nATOM    156  O   PRO A  20       5.253  17.718   4.185  1.00  0.37           O  \\nATOM    157  CG  PRO A  20       7.035  14.612   4.221  1.00  0.35           C  \\nATOM    158  CD  PRO A  20       6.102  14.593   3.044  1.00  0.39           C  \\nATOM    159  N   PRO A  21       4.093  17.494   6.026  1.00  0.38           N  \\nATOM    160  CA  PRO A  21       4.316  18.898   6.376  1.00  0.38           C  \\nATOM    161  C   PRO A  21       5.793  19.228   6.582  1.00  0.38           C  \\nATOM    162  CB  PRO A  21       3.532  19.066   7.680  1.00  0.36           C  \\nATOM    163  O   PRO A  21       6.582  18.348   6.936  1.00  0.36           O  \\nATOM    164  CG  PRO A  21       3.305  17.672   8.171  1.00  0.34           C  \\nATOM    165  CD  PRO A  21       3.521  16.723   7.027  1.00  0.39           C  \\nATOM    166  N   PRO A  22       6.224  20.411   6.078  1.00  0.43           N  \\nATOM    167  CA  PRO A  22       7.604  20.883   6.213  1.00  0.42           C  \\nATOM    168  C   PRO A  22       8.147  20.720   7.631  1.00  0.43           C  \\nATOM    169  CB  PRO A  22       7.510  22.362   5.831  1.00  0.40           C  \\nATOM    170  O   PRO A  22       9.361  20.610   7.823  1.00  0.41           O  \\nATOM    171  CG  PRO A  22       6.048  22.620   5.657  1.00  0.38           C  \\nATOM    172  CD  PRO A  22       5.318  21.312   5.763  1.00  0.41           C  \\nATOM    173  N   HIS A  23       7.386  20.706   8.702  1.00  0.45           N  \\nATOM    174  CA  HIS A  23       7.918  20.823  10.055  1.00  0.45           C  \\nATOM    175  C   HIS A  23       7.246  19.832  10.999  1.00  0.45           C  \\nATOM    176  CB  HIS A  23       7.740  22.250  10.578  1.00  0.39           C  \\nATOM    177  O   HIS A  23       6.626  20.232  11.987  1.00  0.41           O  \\nATOM    178  CG  HIS A  23       8.372  23.291   9.709  1.00  0.37           C  \\nATOM    179  CD2 HIS A  23       7.824  24.292   8.980  1.00  0.34           C  \\nATOM    180  ND1 HIS A  23       9.733  23.371   9.515  1.00  0.42           N  \\nATOM    181  CE1 HIS A  23       9.997  24.381   8.702  1.00  0.35           C  \\nATOM    182  NE2 HIS A  23       8.856  24.956   8.364  1.00  0.31           N  \\nATOM    183  N   GLY A  24       7.166  18.490  10.638  1.00  0.41           N  \\nATOM    184  CA  GLY A  24       6.607  17.548  11.594  1.00  0.42           C  \\nATOM    185  C   GLY A  24       7.505  16.352  11.847  1.00  0.41           C  \\nATOM    186  O   GLY A  24       8.469  16.126  11.112  1.00  0.40           O  \\nATOM    187  N   PRO A  25       7.829  15.877  13.129  1.00  0.43           N  \\nATOM    188  CA  PRO A  25       8.735  14.749  13.352  1.00  0.41           C  \\nATOM    189  C   PRO A  25       8.433  13.560  12.443  1.00  0.42           C  \\nATOM    190  CB  PRO A  25       8.494  14.389  14.820  1.00  0.39           C  \\nATOM    191  O   PRO A  25       9.006  12.482  12.619  1.00  0.40           O  \\nATOM    192  CG  PRO A  25       7.090  14.821  15.094  1.00  0.36           C  \\nATOM    193  CD  PRO A  25       6.772  15.994  14.213  1.00  0.38           C  \\nATOM    194  N   TRP A  26       7.547  13.528  11.492  1.00  0.24           N  \\nATOM    195  CA  TRP A  26       7.061  12.357  10.770  1.00  0.37           C  \\nATOM    196  C   TRP A  26       8.205  11.647  10.052  1.00  0.26           C  \\nATOM    197  CB  TRP A  26       5.979  12.755   9.762  1.00  0.27           C  \\nATOM    198  O   TRP A  26       9.163  12.287   9.614  1.00  0.26           O  \\nATOM    199  CG  TRP A  26       4.830  13.504  10.368  1.00  0.28           C  \\nATOM    200  CD1 TRP A  26       4.751  14.850  10.595  1.00  0.23           C  \\nATOM    201  CD2 TRP A  26       3.595  12.946  10.829  1.00  0.14           C  \\nATOM    202  CE2 TRP A  26       2.813  14.014  11.323  1.00  0.09           C  \\nATOM    203  CE3 TRP A  26       3.073  11.647  10.871  1.00  0.19           C  \\nATOM    204  NE1 TRP A  26       3.541  15.163  11.169  1.00  0.19           N  \\nATOM    205  CH2 TRP A  26       1.049  12.539  11.883  1.00  0.18           C  \\nATOM    206  CZ2 TRP A  26       1.535  13.820  11.853  1.00  0.17           C  \\nATOM    207  CZ3 TRP A  26       1.802  11.456  11.399  1.00  0.18           C  \\nATOM    208  N   PRO A  27       8.468  10.471  10.161  1.00  0.36           N  \\nATOM    209  CA  PRO A  27       9.180   9.737   9.111  1.00  0.35           C  \\nATOM    210  C   PRO A  27       8.581   9.962   7.724  1.00  0.36           C  \\nATOM    211  CB  PRO A  27       9.031   8.275   9.539  1.00  0.33           C  \\nATOM    212  O   PRO A  27       7.360  10.075   7.586  1.00  0.34           O  \\nATOM    213  CG  PRO A  27       7.976   8.293  10.598  1.00  0.31           C  \\nATOM    214  CD  PRO A  27       7.747   9.716  11.019  1.00  0.33           C  \\nATOM    215  N   SER A  28       9.130  10.959   6.953  1.00  0.33           N  \\nATOM    216  CA  SER A  28       8.939  11.007   5.507  1.00  0.33           C  \\nATOM    217  C   SER A  28       8.156   9.796   5.012  1.00  0.33           C  \\nATOM    218  CB  SER A  28      10.288  11.080   4.790  1.00  0.31           C  \\nATOM    219  O   SER A  28       8.738   8.746   4.732  1.00  0.32           O  \\nATOM    220  OG  SER A  28      11.113   9.987   5.157  1.00  0.27           O  \\nATOM    221  N   VAL A  29       7.242   9.172   5.896  1.00  0.33           N  \\nATOM    222  CA  VAL A  29       6.488   8.052   5.342  1.00  0.34           C  \\nATOM    223  C   VAL A  29       5.555   8.551   4.241  1.00  0.33           C  \\nATOM    224  CB  VAL A  29       5.678   7.318   6.435  1.00  0.32           C  \\nATOM    225  O   VAL A  29       4.744   9.453   4.467  1.00  0.32           O  \\nATOM    226  CG1 VAL A  29       4.988   6.084   5.857  1.00  0.28           C  \\nATOM    227  CG2 VAL A  29       6.586   6.931   7.601  1.00  0.29           C  \\nATOM    228  N   THR A  30       6.055   8.765   3.009  1.00  0.34           N  \\nATOM    229  CA  THR A  30       5.373   8.821   1.721  1.00  0.34           C  \\nATOM    230  C   THR A  30       4.294   7.746   1.632  1.00  0.34           C  \\nATOM    231  CB  THR A  30       6.366   8.654   0.556  1.00  0.32           C  \\nATOM    232  O   THR A  30       4.589   6.553   1.737  1.00  0.32           O  \\nATOM    233  CG2 THR A  30       5.701   8.958  -0.782  1.00  0.29           C  \\nATOM    234  OG1 THR A  30       7.469   9.549   0.743  1.00  0.29           O  \\nATOM    235  N   VAL A  32       1.275   6.349  -0.166  1.00  0.36           N  \\nATOM    236  CA  VAL A  32       0.549   6.178  -1.419  1.00  0.36           C  \\nATOM    237  C   VAL A  32      -0.822   5.563  -1.143  1.00  0.36           C  \\nATOM    238  CB  VAL A  32       1.336   5.298  -2.417  1.00  0.35           C  \\nATOM    239  O   VAL A  32      -0.927   4.555  -0.441  1.00  0.35           O  \\nATOM    240  CG1 VAL A  32       0.586   5.181  -3.742  1.00  0.32           C  \\nATOM    241  CG2 VAL A  32       2.736   5.868  -2.639  1.00  0.33           C  \\nATOM    242  N   PHE A  33      -1.950   6.388  -1.184  1.00  0.36           N  \\nATOM    243  CA  PHE A  33      -3.340   6.046  -0.908  1.00  0.36           C  \\nATOM    244  C   PHE A  33      -4.048   5.591  -2.178  1.00  0.36           C  \\nATOM    245  CB  PHE A  33      -4.077   7.241  -0.295  1.00  0.34           C  \\nATOM    246  O   PHE A  33      -3.862   6.181  -3.245  1.00  0.35           O  \\nATOM    247  CG  PHE A  33      -3.594   7.611   1.081  1.00  0.32           C  \\nATOM    248  CD1 PHE A  33      -4.175   7.048   2.211  1.00  0.30           C  \\nATOM    249  CD2 PHE A  33      -2.560   8.523   1.245  1.00  0.32           C  \\nATOM    250  CE1 PHE A  33      -3.730   7.389   3.487  1.00  0.34           C  \\nATOM    251  CE2 PHE A  33      -2.110   8.868   2.516  1.00  0.34           C  \\nATOM    252  CZ  PHE A  33      -2.697   8.301   3.635  1.00  0.35           C  \\nATOM    253  N   ILE A  34      -4.679   4.258  -2.309  1.00  0.35           N  \\nATOM    254  CA  ILE A  34      -5.541   3.820  -3.401  1.00  0.36           C  \\nATOM    255  C   ILE A  34      -6.709   3.010  -2.842  1.00  0.35           C  \\nATOM    256  CB  ILE A  34      -4.759   2.985  -4.439  1.00  0.34           C  \\nATOM    257  O   ILE A  34      -6.512   2.100  -2.034  1.00  0.34           O  \\nATOM    258  CG1 ILE A  34      -3.554   3.775  -4.961  1.00  0.32           C  \\nATOM    259  CG2 ILE A  34      -5.675   2.559  -5.590  1.00  0.31           C  \\nATOM    260  CD1 ILE A  34      -2.672   2.994  -5.925  1.00  0.30           C  \\nATOM    261  N   TRP A  36     -10.559   0.375  -2.200  1.00  0.23           N  \\nATOM    262  CA  TRP A  36     -11.268  -0.645  -2.965  1.00  0.33           C  \\nATOM    263  C   TRP A  36     -11.918  -1.668  -2.038  1.00  0.23           C  \\nATOM    264  CB  TRP A  36     -10.315  -1.350  -3.935  1.00  0.24           C  \\nATOM    265  O   TRP A  36     -11.412  -1.934  -0.946  1.00  0.24           O  \\nATOM    266  CG  TRP A  36     -10.999  -1.975  -5.114  1.00  0.24           C  \\nATOM    267  CD1 TRP A  36     -11.499  -3.244  -5.199  1.00  0.26           C  \\nATOM    268  CD2 TRP A  36     -11.252  -1.358  -6.380  1.00  0.27           C  \\nATOM    269  CE2 TRP A  36     -11.911  -2.313  -7.185  1.00  0.24           C  \\nATOM    270  CE3 TRP A  36     -10.986  -0.089  -6.911  1.00  0.33           C  \\nATOM    271  NE1 TRP A  36     -12.049  -3.454  -6.442  1.00  0.28           N  \\nATOM    272  CH2 TRP A  36     -12.036  -0.788  -8.991  1.00  0.25           C  \\nATOM    273  CZ2 TRP A  36     -12.308  -2.037  -8.496  1.00  0.25           C  \\nATOM    274  CZ3 TRP A  36     -11.383   0.183  -8.216  1.00  0.28           C  \\nATOM    275  N   PRO A  37     -13.000  -2.644  -2.756  1.00  0.34           N  \\nATOM    276  CA  PRO A  37     -14.046  -3.581  -2.341  1.00  0.34           C  \\nATOM    277  C   PRO A  37     -13.490  -4.948  -1.946  1.00  0.34           C  \\nATOM    278  CB  PRO A  37     -14.933  -3.692  -3.584  1.00  0.32           C  \\nATOM    279  O   PRO A  37     -12.646  -5.504  -2.653  1.00  0.33           O  \\nATOM    280  CG  PRO A  37     -14.040  -3.326  -4.725  1.00  0.30           C  \\nATOM    281  CD  PRO A  37     -12.899  -2.507  -4.193  1.00  0.33           C  \\nATOM    282  N   PHE A  38     -13.551  -5.607  -0.636  1.00  0.37           N  \\nATOM    283  CA  PHE A  38     -13.321  -6.553   0.450  1.00  0.38           C  \\nATOM    284  C   PHE A  38     -13.610  -7.978  -0.003  1.00  0.37           C  \\nATOM    285  CB  PHE A  38     -14.187  -6.201   1.664  1.00  0.34           C  \\nATOM    286  O   PHE A  38     -13.155  -8.939   0.621  1.00  0.34           O  \\nATOM    287  CG  PHE A  38     -13.556  -5.197   2.590  1.00  0.31           C  \\nATOM    288  CD1 PHE A  38     -12.590  -5.589   3.509  1.00  0.28           C  \\nATOM    289  CD2 PHE A  38     -13.928  -3.860   2.541  1.00  0.31           C  \\nATOM    290  CE1 PHE A  38     -12.004  -4.661   4.367  1.00  0.33           C  \\nATOM    291  CE2 PHE A  38     -13.347  -2.927   3.395  1.00  0.33           C  \\nATOM    292  CZ  PHE A  38     -12.386  -3.330   4.308  1.00  0.31           C  \\nATOM    293  N   ASP A  39     -14.049  -8.542  -1.238  1.00  0.39           N  \\nATOM    294  CA  ASP A  39     -14.685  -9.856  -1.282  1.00  0.42           C  \\nATOM    295  C   ASP A  39     -13.808 -10.866  -2.018  1.00  0.39           C  \\nATOM    296  CB  ASP A  39     -16.058  -9.765  -1.950  1.00  0.36           C  \\nATOM    297  O   ASP A  39     -14.299 -11.891  -2.495  1.00  0.38           O  \\nATOM    298  CG  ASP A  39     -17.040  -8.907  -1.173  1.00  0.35           C  \\nATOM    299  OD1 ASP A  39     -16.870  -8.745   0.055  1.00  0.35           O  \\nATOM    300  OD2 ASP A  39     -17.995  -8.391  -1.793  1.00  0.35           O  \\nATOM    301  N   SER A  40     -12.457 -11.075  -1.882  1.00  0.39           N  \\nATOM    302  CA  SER A  40     -11.733 -11.973  -2.776  1.00  0.40           C  \\nATOM    303  C   SER A  40     -11.095 -13.124  -2.006  1.00  0.39           C  \\nATOM    304  CB  SER A  40     -10.658 -11.208  -3.549  1.00  0.37           C  \\nATOM    305  O   SER A  40     -10.523 -12.918  -0.933  1.00  0.38           O  \\nATOM    306  OG  SER A  40      -9.362 -11.625  -3.155  1.00  0.31           O  \\nATOM    307  N   THR A  41     -11.380 -14.453  -2.328  1.00  0.44           N  \\nATOM    308  CA  THR A  41     -10.999 -15.795  -1.904  1.00  0.44           C  \\nATOM    309  C   THR A  41      -9.597 -16.141  -2.398  1.00  0.44           C  \\nATOM    310  CB  THR A  41     -12.000 -16.848  -2.415  1.00  0.40           C  \\nATOM    311  O   THR A  41      -9.095 -17.237  -2.143  1.00  0.42           O  \\nATOM    312  CG2 THR A  41     -13.365 -16.673  -1.758  1.00  0.36           C  \\nATOM    313  OG1 THR A  41     -12.144 -16.712  -3.834  1.00  0.35           O  \\nATOM    314  N   ASP A  42      -8.657 -15.559  -2.992  1.00  0.41           N  \\nATOM    315  CA  ASP A  42      -7.343 -15.806  -3.578  1.00  0.43           C  \\nATOM    316  C   ASP A  42      -6.301 -16.076  -2.495  1.00  0.42           C  \\nATOM    317  CB  ASP A  42      -6.909 -14.620  -4.441  1.00  0.40           C  \\nATOM    318  O   ASP A  42      -6.213 -15.337  -1.512  1.00  0.41           O  \\nATOM    319  CG  ASP A  42      -6.152 -15.041  -5.689  1.00  0.39           C  \\nATOM    320  OD1 ASP A  42      -5.404 -16.041  -5.640  1.00  0.39           O  \\nATOM    321  OD2 ASP A  42      -6.302 -14.364  -6.729  1.00  0.40           O  \\nATOM    322  N   PRO A  43      -5.663 -17.462  -2.417  1.00  0.36           N  \\nATOM    323  CA  PRO A  43      -4.764 -17.904  -1.348  1.00  0.35           C  \\nATOM    324  C   PRO A  43      -3.669 -16.885  -1.039  1.00  0.36           C  \\nATOM    325  CB  PRO A  43      -4.164 -19.198  -1.905  1.00  0.33           C  \\nATOM    326  O   PRO A  43      -3.268 -16.738   0.118  1.00  0.34           O  \\nATOM    327  CG  PRO A  43      -4.903 -19.443  -3.181  1.00  0.31           C  \\nATOM    328  CD  PRO A  43      -5.732 -18.230  -3.493  1.00  0.34           C  \\nATOM    329  N   ILE A  44      -2.830 -16.306  -2.092  1.00  0.36           N  \\nATOM    330  CA  ILE A  44      -1.940 -15.189  -1.794  1.00  0.37           C  \\nATOM    331  C   ILE A  44      -2.656 -14.185  -0.893  1.00  0.36           C  \\nATOM    332  CB  ILE A  44      -1.451 -14.496  -3.085  1.00  0.36           C  \\nATOM    333  O   ILE A  44      -2.053 -13.626   0.026  1.00  0.35           O  \\nATOM    334  CG1 ILE A  44      -0.189 -15.186  -3.617  1.00  0.33           C  \\nATOM    335  CG2 ILE A  44      -1.197 -13.006  -2.836  1.00  0.33           C  \\nATOM    336  CD1 ILE A  44       0.190 -14.777  -5.033  1.00  0.32           C  \\nATOM    337  N   PHE A  45      -3.980 -14.103  -1.021  1.00  0.35           N  \\nATOM    338  CA  PHE A  45      -4.864 -13.251  -0.233  1.00  0.36           C  \\nATOM    339  C   PHE A  45      -4.971 -13.760   1.200  1.00  0.35           C  \\nATOM    340  CB  PHE A  45      -6.255 -13.182  -0.871  1.00  0.34           C  \\nATOM    341  O   PHE A  45      -5.006 -12.969   2.144  1.00  0.33           O  \\nATOM    342  CG  PHE A  45      -6.306 -12.353  -2.126  1.00  0.33           C  \\nATOM    343  CD1 PHE A  45      -6.244 -10.966  -2.063  1.00  0.32           C  \\nATOM    344  CD2 PHE A  45      -6.418 -12.961  -3.369  1.00  0.34           C  \\nATOM    345  CE1 PHE A  45      -6.291 -10.197  -3.223  1.00  0.33           C  \\nATOM    346  CE2 PHE A  45      -6.466 -12.199  -4.533  1.00  0.34           C  \\nATOM    347  CZ  PHE A  45      -6.403 -10.817  -4.458  1.00  0.32           C  \\nATOM    348  N   VAL A  46      -4.997 -15.061   1.310  1.00  0.33           N  \\nATOM    349  CA  VAL A  46      -5.063 -15.741   2.599  1.00  0.32           C  \\nATOM    350  C   VAL A  46      -3.757 -15.533   3.361  1.00  0.33           C  \\nATOM    351  CB  VAL A  46      -5.348 -17.250   2.431  1.00  0.30           C  \\nATOM    352  O   VAL A  46      -3.770 -15.210   4.552  1.00  0.31           O  \\nATOM    353  CG1 VAL A  46      -5.348 -17.954   3.787  1.00  0.28           C  \\nATOM    354  CG2 VAL A  46      -6.679 -17.465   1.714  1.00  0.28           C  \\nATOM    355  N   VAL A  47      -2.534 -15.735   2.654  1.00  0.34           N  \\nATOM    356  CA  VAL A  47      -1.265 -15.501   3.333  1.00  0.33           C  \\nATOM    357  C   VAL A  47      -1.174 -14.041   3.771  1.00  0.33           C  \\nATOM    358  CB  VAL A  47      -0.063 -15.862   2.432  1.00  0.31           C  \\nATOM    359  O   VAL A  47      -0.854 -13.751   4.926  1.00  0.32           O  \\nATOM    360  CG1 VAL A  47       1.255 -15.538   3.133  1.00  0.28           C  \\nATOM    361  CG2 VAL A  47      -0.115 -17.338   2.041  1.00  0.29           C  \\nATOM    362  N   PHE A  48      -1.765 -13.180   2.970  1.00  0.37           N  \\nATOM    363  CA  PHE A  48      -1.690 -11.753   3.262  1.00  0.38           C  \\nATOM    364  C   PHE A  48      -2.728 -11.358   4.305  1.00  0.37           C  \\nATOM    365  CB  PHE A  48      -1.888 -10.931   1.985  1.00  0.36           C  \\nATOM    366  O   PHE A  48      -2.427 -10.608   5.236  1.00  0.36           O  \\nATOM    367  CG  PHE A  48      -0.602 -10.500   1.334  1.00  0.35           C  \\nATOM    368  CD1 PHE A  48       0.091  -9.389   1.799  1.00  0.33           C  \\nATOM    369  CD2 PHE A  48      -0.084 -11.207   0.257  1.00  0.35           C  \\nATOM    370  CE1 PHE A  48       1.282  -8.988   1.198  1.00  0.34           C  \\nATOM    371  CE2 PHE A  48       1.105 -10.813  -0.349  1.00  0.35           C  \\nATOM    372  CZ  PHE A  48       1.786  -9.702   0.123  1.00  0.34           C  \\nATOM    373  N   ARG A  49      -4.150 -11.690   4.095  1.00  0.37           N  \\nATOM    374  CA  ARG A  49      -5.084 -11.613   5.213  1.00  0.36           C  \\nATOM    375  C   ARG A  49      -4.428 -12.082   6.508  1.00  0.36           C  \\nATOM    376  CB  ARG A  49      -6.335 -12.447   4.928  1.00  0.35           C  \\nATOM    377  O   ARG A  49      -4.623 -11.475   7.563  1.00  0.34           O  \\nATOM    378  CG  ARG A  49      -7.568 -11.990   5.691  1.00  0.33           C  \\nATOM    379  CD  ARG A  49      -8.798 -12.806   5.317  1.00  0.38           C  \\nATOM    380  NE  ARG A  49      -9.953 -12.443   6.132  1.00  0.35           N  \\nATOM    381  NH1 ARG A  49     -11.366 -14.014   5.198  1.00  0.29           N  \\nATOM    382  NH2 ARG A  49     -12.129 -12.617   6.847  1.00  0.26           N  \\nATOM    383  CZ  ARG A  49     -11.147 -13.026   6.057  1.00  0.31           C  \\nATOM    384  N   SER A  50      -3.587 -13.212   6.472  1.00  0.32           N  \\nATOM    385  CA  SER A  50      -2.916 -13.765   7.643  1.00  0.31           C  \\nATOM    386  C   SER A  50      -1.803 -12.843   8.130  1.00  0.32           C  \\nATOM    387  CB  SER A  50      -2.342 -15.148   7.330  1.00  0.29           C  \\nATOM    388  O   SER A  50      -1.641 -12.639   9.335  1.00  0.30           O  \\nATOM    389  OG  SER A  50      -3.277 -16.164   7.647  1.00  0.24           O  \\nATOM    390  N   LEU A  51      -1.022 -12.197   7.186  1.00  0.34           N  \\nATOM    391  CA  LEU A  51      -0.032 -11.217   7.617  1.00  0.34           C  \\nATOM    392  C   LEU A  51      -0.708 -10.001   8.243  1.00  0.34           C  \\nATOM    393  CB  LEU A  51       0.838 -10.779   6.436  1.00  0.32           C  \\nATOM    394  O   LEU A  51      -0.253  -9.494   9.271  1.00  0.32           O  \\nATOM    395  CG  LEU A  51       1.964 -11.733   6.034  1.00  0.30           C  \\nATOM    396  CD1 LEU A  51       2.350 -11.513   4.575  1.00  0.27           C  \\nATOM    397  CD2 LEU A  51       3.173 -11.549   6.946  1.00  0.29           C  \\nATOM    398  N   LEU A  52      -1.917  -9.747   7.748  1.00  0.35           N  \\nATOM    399  CA  LEU A  52      -2.697  -8.607   8.219  1.00  0.35           C  \\nATOM    400  C   LEU A  52      -3.321  -8.901   9.579  1.00  0.35           C  \\nATOM    401  CB  LEU A  52      -3.790  -8.251   7.209  1.00  0.33           C  \\nATOM    402  O   LEU A  52      -3.403  -8.015  10.434  1.00  0.33           O  \\nATOM    403  CG  LEU A  52      -3.349  -7.439   5.990  1.00  0.32           C  \\nATOM    404  CD1 LEU A  52      -4.385  -7.550   4.876  1.00  0.28           C  \\nATOM    405  CD2 LEU A  52      -3.121  -5.981   6.373  1.00  0.32           C  \\nATOM    406  N   THR A  53      -3.869 -10.240   9.710  1.00  0.31           N  \\nATOM    407  CA  THR A  53      -4.428 -10.638  10.997  1.00  0.31           C  \\nATOM    408  C   THR A  53      -3.329 -10.770  12.047  1.00  0.31           C  \\nATOM    409  CB  THR A  53      -5.196 -11.969  10.884  1.00  0.28           C  \\nATOM    410  O   THR A  53      -3.578 -10.586  13.240  1.00  0.28           O  \\nATOM    411  CG2 THR A  53      -6.666 -11.729  10.556  1.00  0.25           C  \\nATOM    412  OG1 THR A  53      -4.610 -12.766   9.848  1.00  0.20           O  \\nATOM    413  N   ARG A  54      -2.100 -11.006  11.588  1.00  0.32           N  \\nATOM    414  CA  ARG A  54      -1.112 -11.328  12.613  1.00  0.31           C  \\nATOM    415  C   ARG A  54      -0.397 -10.071  13.097  1.00  0.32           C  \\nATOM    416  CB  ARG A  54      -0.093 -12.337  12.080  1.00  0.28           C  \\nATOM    417  O   ARG A  54      -0.012  -9.980  14.265  1.00  0.29           O  \\nATOM    418  CG  ARG A  54      -0.290 -13.749  12.609  1.00  0.27           C  \\nATOM    419  CD  ARG A  54       0.808 -14.689  12.131  1.00  0.31           C  \\nATOM    420  NE  ARG A  54       0.678 -16.016  12.725  1.00  0.24           N  \\nATOM    421  NH1 ARG A  54       2.644 -16.836  11.831  1.00  0.22           N  \\nATOM    422  NH2 ARG A  54       1.336 -18.174  13.155  1.00  0.20           N  \\nATOM    423  CZ  ARG A  54       1.553 -17.006  12.569  1.00  0.24           C  \\nATOM    424  N   GLU A  55      -0.426  -8.978  12.269  1.00  0.34           N  \\nATOM    425  CA  GLU A  55       0.290  -7.843  12.844  1.00  0.34           C  \\nATOM    426  C   GLU A  55      -0.678  -6.777  13.349  1.00  0.34           C  \\nATOM    427  CB  GLU A  55       1.251  -7.238  11.817  1.00  0.31           C  \\nATOM    428  O   GLU A  55      -1.419  -6.183  12.563  1.00  0.32           O  \\nATOM    429  CG  GLU A  55       2.500  -8.073  11.577  1.00  0.29           C  \\nATOM    430  CD  GLU A  55       3.612  -7.303  10.882  1.00  0.34           C  \\nATOM    431  OE1 GLU A  55       3.360  -6.176  10.399  1.00  0.34           O  \\nATOM    432  OE2 GLU A  55       4.744  -7.832  10.820  1.00  0.30           O  \\nATOM    433  N   ARG A  56      -1.716  -7.215  14.194  1.00  0.33           N  \\nATOM    434  CA  ARG A  56      -2.248  -6.267  15.167  1.00  0.33           C  \\nATOM    435  C   ARG A  56      -1.228  -5.180  15.487  1.00  0.33           C  \\nATOM    436  CB  ARG A  56      -2.664  -6.990  16.450  1.00  0.31           C  \\nATOM    437  O   ARG A  56      -0.182  -5.457  16.078  1.00  0.31           O  \\nATOM    438  CG  ARG A  56      -4.040  -7.632  16.378  1.00  0.29           C  \\nATOM    439  CD  ARG A  56      -4.451  -8.238  17.712  1.00  0.32           C  \\nATOM    440  NE  ARG A  56      -5.706  -8.976  17.605  1.00  0.27           N  \\nATOM    441  NH1 ARG A  56      -5.744  -9.640  19.818  1.00  0.24           N  \\nATOM    442  NH2 ARG A  56      -7.433 -10.264  18.400  1.00  0.21           N  \\nATOM    443  CZ  ARG A  56      -6.291  -9.625  18.608  1.00  0.27           C  \\nATOM    444  N   VAL A  57      -0.733  -4.442  14.528  1.00  0.31           N  \\nATOM    445  CA  VAL A  57       0.099  -3.290  14.860  1.00  0.31           C  \\nATOM    446  C   VAL A  57      -0.661  -2.358  15.801  1.00  0.31           C  \\nATOM    447  CB  VAL A  57       0.540  -2.525  13.593  1.00  0.29           C  \\nATOM    448  O   VAL A  57      -1.821  -2.025  15.551  1.00  0.30           O  \\nATOM    449  CG1 VAL A  57       1.526  -1.413  13.949  1.00  0.27           C  \\nATOM    450  CG2 VAL A  57       1.157  -3.485  12.577  1.00  0.28           C  \\nATOM    451  N   HIS A  58      -0.687  -2.711  17.123  1.00  0.31           N  \\nATOM    452  CA  HIS A  58      -0.970  -2.182  18.452  1.00  0.33           C  \\nATOM    453  C   HIS A  58      -1.070  -0.660  18.430  1.00  0.31           C  \\nATOM    454  CB  HIS A  58       0.108  -2.623  19.444  1.00  0.28           C  \\nATOM    455  O   HIS A  58      -1.717  -0.064  19.294  1.00  0.29           O  \\nATOM    456  CG  HIS A  58      -0.304  -3.775  20.305  1.00  0.28           C  \\nATOM    457  CD2 HIS A  58       0.087  -5.071  20.302  1.00  0.24           C  \\nATOM    458  ND1 HIS A  58      -1.233  -3.654  21.315  1.00  0.15           N  \\nATOM    459  CE1 HIS A  58      -1.396  -4.830  21.899  1.00  0.18           C  \\nATOM    460  NE2 HIS A  58      -0.606  -5.706  21.302  1.00  0.18           N  \\nATOM    461  N   ASP A  59      -0.920   0.008  17.223  1.00  0.30           N  \\nATOM    462  CA  ASP A  59      -1.103   1.435  17.465  1.00  0.34           C  \\nATOM    463  C   ASP A  59      -2.190   2.012  16.561  1.00  0.30           C  \\nATOM    464  CB  ASP A  59       0.212   2.189  17.253  1.00  0.28           C  \\nATOM    465  O   ASP A  59      -2.525   3.194  16.660  1.00  0.29           O  \\nATOM    466  CG  ASP A  59       1.085   2.220  18.495  1.00  0.29           C  \\nATOM    467  OD1 ASP A  59       0.656   1.714  19.555  1.00  0.17           O  \\nATOM    468  OD2 ASP A  59       2.211   2.758  18.414  1.00  0.13           O  \\nATOM    469  N   GLY A  60      -3.216   1.097  15.892  1.00  0.35           N  \\nATOM    470  CA  GLY A  60      -4.318   1.526  15.046  1.00  0.35           C  \\nATOM    471  C   GLY A  60      -3.861   2.138  13.735  1.00  0.35           C  \\nATOM    472  O   GLY A  60      -4.613   2.161  12.759  1.00  0.33           O  \\nATOM    473  N   ARG A  61      -2.653   2.642  13.595  1.00  0.35           N  \\nATOM    474  CA  ARG A  61      -2.152   3.423  12.468  1.00  0.34           C  \\nATOM    475  C   ARG A  61      -1.614   2.515  11.368  1.00  0.34           C  \\nATOM    476  CB  ARG A  61      -1.061   4.392  12.928  1.00  0.31           C  \\nATOM    477  O   ARG A  61      -1.712   2.842  10.183  1.00  0.32           O  \\nATOM    478  CG  ARG A  61      -1.571   5.522  13.809  1.00  0.29           C  \\nATOM    479  CD  ARG A  61      -0.469   6.517  14.145  1.00  0.32           C  \\nATOM    480  NE  ARG A  61      -0.718   7.188  15.417  1.00  0.28           N  \\nATOM    481  NH1 ARG A  61       1.148   8.545  15.304  1.00  0.24           N  \\nATOM    482  NH2 ARG A  61      -0.265   8.679  17.104  1.00  0.21           N  \\nATOM    483  CZ  ARG A  61       0.055   8.136  15.939  1.00  0.27           C  \\nATOM    484  N   GLY A  62      -0.899   1.333  11.749  1.00  0.33           N  \\nATOM    485  CA  GLY A  62      -0.410   0.317  10.832  1.00  0.33           C  \\nATOM    486  C   GLY A  62      -1.475  -0.184   9.874  1.00  0.33           C  \\nATOM    487  O   GLY A  62      -1.186  -0.468   8.710  1.00  0.32           O  \\nATOM    488  N   PHE A  63      -2.858  -0.184  10.271  1.00  0.30           N  \\nATOM    489  CA  PHE A  63      -3.974  -0.625   9.442  1.00  0.31           C  \\nATOM    490  C   PHE A  63      -4.159   0.301   8.246  1.00  0.30           C  \\nATOM    491  CB  PHE A  63      -5.265  -0.683  10.265  1.00  0.28           C  \\nATOM    492  O   PHE A  63      -4.432  -0.158   7.135  1.00  0.28           O  \\nATOM    493  CG  PHE A  63      -5.876  -2.057  10.339  1.00  0.27           C  \\nATOM    494  CD1 PHE A  63      -6.815  -2.467   9.401  1.00  0.24           C  \\nATOM    495  CD2 PHE A  63      -5.510  -2.938  11.348  1.00  0.26           C  \\nATOM    496  CE1 PHE A  63      -7.382  -3.737   9.468  1.00  0.23           C  \\nATOM    497  CE2 PHE A  63      -6.072  -4.210  11.421  1.00  0.26           C  \\nATOM    498  CZ  PHE A  63      -7.008  -4.607  10.481  1.00  0.25           C  \\nATOM    499  N   THR A  64      -4.082   1.669   8.491  1.00  0.32           N  \\nATOM    500  CA  THR A  64      -4.439   2.589   7.417  1.00  0.33           C  \\nATOM    501  C   THR A  64      -3.467   2.460   6.248  1.00  0.32           C  \\nATOM    502  CB  THR A  64      -4.457   4.047   7.914  1.00  0.30           C  \\nATOM    503  O   THR A  64      -3.882   2.441   5.087  1.00  0.31           O  \\nATOM    504  CG2 THR A  64      -4.972   4.990   6.832  1.00  0.28           C  \\nATOM    505  OG1 THR A  64      -5.309   4.143   9.061  1.00  0.28           O  \\nATOM    506  N   VAL A  65      -2.147   2.288   6.496  1.00  0.35           N  \\nATOM    507  CA  VAL A  65      -1.174   2.313   5.409  1.00  0.35           C  \\nATOM    508  C   VAL A  65      -1.270   1.022   4.600  1.00  0.35           C  \\nATOM    509  CB  VAL A  65       0.265   2.504   5.939  1.00  0.33           C  \\nATOM    510  O   VAL A  65      -1.334   1.057   3.368  1.00  0.34           O  \\nATOM    511  CG1 VAL A  65       1.270   2.487   4.789  1.00  0.30           C  \\nATOM    512  CG2 VAL A  65       0.373   3.808   6.728  1.00  0.31           C  \\nATOM    513  N   LEU A  66      -1.353  -0.187   5.187  1.00  0.34           N  \\nATOM    514  CA  LEU A  66      -1.356  -1.471   4.493  1.00  0.34           C  \\nATOM    515  C   LEU A  66      -2.663  -1.677   3.736  1.00  0.34           C  \\nATOM    516  CB  LEU A  66      -1.142  -2.617   5.486  1.00  0.32           C  \\nATOM    517  O   LEU A  66      -2.655  -2.119   2.585  1.00  0.32           O  \\nATOM    518  CG  LEU A  66       0.303  -3.075   5.692  1.00  0.31           C  \\nATOM    519  CD1 LEU A  66       0.524  -3.497   7.140  1.00  0.27           C  \\nATOM    520  CD2 LEU A  66       0.643  -4.217   4.739  1.00  0.30           C  \\nATOM    521  N   CYS A  67      -3.881  -1.308   4.346  1.00  0.30           N  \\nATOM    522  CA  CYS A  67      -5.162  -1.379   3.654  1.00  0.31           C  \\nATOM    523  C   CYS A  67      -5.118  -0.604   2.343  1.00  0.30           C  \\nATOM    524  CB  CYS A  67      -6.282  -0.835   4.541  1.00  0.29           C  \\nATOM    525  O   CYS A  67      -5.663  -1.052   1.333  1.00  0.29           O  \\nATOM    526  SG  CYS A  67      -6.912  -2.034   5.736  1.00  0.22           S  \\nATOM    527  N   ASN A  68      -4.222   0.426   2.256  1.00  0.32           N  \\nATOM    528  CA  ASN A  68      -4.273   1.283   1.076  1.00  0.32           C  \\nATOM    529  C   ASN A  68      -3.391   0.745  -0.047  1.00  0.32           C  \\nATOM    530  CB  ASN A  68      -3.864   2.713   1.434  1.00  0.30           C  \\nATOM    531  O   ASN A  68      -3.736   0.865  -1.224  1.00  0.31           O  \\nATOM    532  CG  ASN A  68      -4.976   3.486   2.115  1.00  0.29           C  \\nATOM    533  ND2 ASN A  68      -4.605   4.394   3.010  1.00  0.26           N  \\nATOM    534  OD1 ASN A  68      -6.158   3.269   1.839  1.00  0.29           O  \\nATOM    535  N   VAL A  69      -2.182  -0.015   0.312  1.00  0.39           N  \\nATOM    536  CA  VAL A  69      -1.319  -0.620  -0.696  1.00  0.38           C  \\nATOM    537  C   VAL A  69      -2.074  -1.728  -1.426  1.00  0.39           C  \\nATOM    538  CB  VAL A  69      -0.023  -1.182  -0.070  1.00  0.37           C  \\nATOM    539  O   VAL A  69      -1.965  -1.863  -2.647  1.00  0.37           O  \\nATOM    540  CG1 VAL A  69       0.863  -1.819  -1.140  1.00  0.34           C  \\nATOM    541  CG2 VAL A  69       0.735  -0.079   0.668  1.00  0.35           C  \\nATOM    542  N   TRP A  70      -2.927  -2.523  -0.748  1.00  0.28           N  \\nATOM    543  CA  TRP A  70      -3.793  -3.653  -1.069  1.00  0.35           C  \\nATOM    544  C   TRP A  70      -4.678  -3.337  -2.270  1.00  0.29           C  \\nATOM    545  CB  TRP A  70      -4.659  -4.027   0.136  1.00  0.29           C  \\nATOM    546  O   TRP A  70      -4.799  -4.148  -3.191  1.00  0.28           O  \\nATOM    547  CG  TRP A  70      -4.277  -5.325   0.782  1.00  0.29           C  \\nATOM    548  CD1 TRP A  70      -3.461  -5.498   1.865  1.00  0.27           C  \\nATOM    549  CD2 TRP A  70      -4.694  -6.634   0.380  1.00  0.28           C  \\nATOM    550  CE2 TRP A  70      -4.092  -7.554   1.266  1.00  0.13           C  \\nATOM    551  CE3 TRP A  70      -5.520  -7.118  -0.643  1.00  0.22           C  \\nATOM    552  NE1 TRP A  70      -3.346  -6.837   2.162  1.00  0.22           N  \\nATOM    553  CH2 TRP A  70      -5.102  -9.380   0.149  1.00  0.22           C  \\nATOM    554  CZ2 TRP A  70      -4.290  -8.933   1.159  1.00  0.21           C  \\nATOM    555  CZ3 TRP A  70      -5.715  -8.490  -0.749  1.00  0.22           C  \\nATOM    556  N   PHE A  71      -5.238  -2.201  -2.350  1.00  0.34           N  \\nATOM    557  CA  PHE A  71      -6.333  -1.842  -3.242  1.00  0.36           C  \\nATOM    558  C   PHE A  71      -5.844  -1.725  -4.680  1.00  0.34           C  \\nATOM    559  CB  PHE A  71      -6.980  -0.526  -2.798  1.00  0.33           C  \\nATOM    560  O   PHE A  71      -6.566  -2.072  -5.617  1.00  0.33           O  \\nATOM    561  CG  PHE A  71      -8.395  -0.679  -2.311  1.00  0.32           C  \\nATOM    562  CD1 PHE A  71      -9.460  -0.650  -3.204  1.00  0.29           C  \\nATOM    563  CD2 PHE A  71      -8.662  -0.852  -0.959  1.00  0.32           C  \\nATOM    564  CE1 PHE A  71     -10.771  -0.791  -2.756  1.00  0.33           C  \\nATOM    565  CE2 PHE A  71      -9.970  -0.995  -0.504  1.00  0.33           C  \\nATOM    566  CZ  PHE A  71     -11.023  -0.963  -1.403  1.00  0.32           C  \\nATOM    567  N   ILE A  72      -4.468  -1.733  -4.961  1.00  0.35           N  \\nATOM    568  CA  ILE A  72      -3.907  -1.202  -6.198  1.00  0.36           C  \\nATOM    569  C   ILE A  72      -3.623  -2.345  -7.169  1.00  0.35           C  \\nATOM    570  CB  ILE A  72      -2.617  -0.393  -5.932  1.00  0.34           C  \\nATOM    571  O   ILE A  72      -3.850  -2.215  -8.375  1.00  0.34           O  \\nATOM    572  CG1 ILE A  72      -2.931   0.850  -5.091  1.00  0.31           C  \\nATOM    573  CG2 ILE A  72      -1.941  -0.005  -7.250  1.00  0.31           C  \\nATOM    574  CD1 ILE A  72      -1.697   1.616  -4.635  1.00  0.29           C  \\nATOM    575  N   PHE A  73      -3.379  -3.723  -6.838  1.00  0.39           N  \\nATOM    576  CA  PHE A  73      -2.774  -4.762  -7.662  1.00  0.39           C  \\nATOM    577  C   PHE A  73      -3.843  -5.565  -8.393  1.00  0.39           C  \\nATOM    578  CB  PHE A  73      -1.910  -5.694  -6.807  1.00  0.38           C  \\nATOM    579  O   PHE A  73      -3.604  -6.073  -9.490  1.00  0.38           O  \\nATOM    580  CG  PHE A  73      -0.492  -5.220  -6.636  1.00  0.36           C  \\nATOM    581  CD1 PHE A  73       0.428  -5.349  -7.670  1.00  0.33           C  \\nATOM    582  CD2 PHE A  73      -0.078  -4.645  -5.442  1.00  0.36           C  \\nATOM    583  CE1 PHE A  73       1.742  -4.912  -7.515  1.00  0.37           C  \\nATOM    584  CE2 PHE A  73       1.232  -4.205  -5.279  1.00  0.36           C  \\nATOM    585  CZ  PHE A  73       2.141  -4.340  -6.316  1.00  0.36           C  \\nATOM    586  N   LYS A  74      -5.209  -5.419  -8.119  1.00  0.34           N  \\nATOM    587  CA  LYS A  74      -6.165  -6.351  -8.710  1.00  0.35           C  \\nATOM    588  C   LYS A  74      -6.590  -5.893 -10.102  1.00  0.34           C  \\nATOM    589  CB  LYS A  74      -7.394  -6.501  -7.811  1.00  0.31           C  \\nATOM    590  O   LYS A  74      -6.816  -6.718 -10.990  1.00  0.32           O  \\nATOM    591  CG  LYS A  74      -8.052  -7.870  -7.886  1.00  0.30           C  \\nATOM    592  CD  LYS A  74      -9.417  -7.872  -7.209  1.00  0.34           C  \\nATOM    593  CE  LYS A  74     -10.119  -9.214  -7.368  1.00  0.27           C  \\nATOM    594  NZ  LYS A  74     -11.459  -9.220  -6.708  1.00  0.29           N  \\nATOM    595  N   ASN A  75      -6.441  -4.616 -10.478  1.00  0.31           N  \\nATOM    596  CA  ASN A  75      -6.972  -4.239 -11.784  1.00  0.32           C  \\nATOM    597  C   ASN A  75      -5.872  -3.732 -12.712  1.00  0.31           C  \\nATOM    598  CB  ASN A  75      -8.068  -3.182 -11.633  1.00  0.29           C  \\nATOM    599  O   ASN A  75      -6.107  -3.522 -13.903  1.00  0.30           O  \\nATOM    600  CG  ASN A  75      -9.398  -3.775 -11.212  1.00  0.28           C  \\nATOM    601  ND2 ASN A  75     -10.144  -3.039 -10.397  1.00  0.23           N  \\nATOM    602  OD1 ASN A  75      -9.751  -4.886 -11.615  1.00  0.28           O  \\nATOM    603  N   LEU A  76      -4.689  -3.837 -12.118  1.00  0.32           N  \\nATOM    604  CA  LEU A  76      -3.541  -3.651 -12.998  1.00  0.32           C  \\nATOM    605  C   LEU A  76      -3.025  -4.993 -13.508  1.00  0.32           C  \\nATOM    606  CB  LEU A  76      -2.422  -2.903 -12.270  1.00  0.30           C  \\nATOM    607  O   LEU A  76      -2.817  -5.921 -12.723  1.00  0.31           O  \\nATOM    608  CG  LEU A  76      -2.481  -1.376 -12.322  1.00  0.28           C  \\nATOM    609  CD1 LEU A  76      -1.874  -0.778 -11.057  1.00  0.27           C  \\nATOM    610  CD2 LEU A  76      -1.764  -0.855 -13.563  1.00  0.29           C  \\nATOM    611  N   GLN A  77      -3.940  -5.744 -14.334  1.00  0.31           N  \\nATOM    612  CA  GLN A  77      -3.318  -6.778 -15.155  1.00  0.32           C  \\nATOM    613  C   GLN A  77      -1.810  -6.569 -15.254  1.00  0.31           C  \\nATOM    614  CB  GLN A  77      -3.938  -6.799 -16.553  1.00  0.28           C  \\nATOM    615  O   GLN A  77      -1.299  -6.182 -16.307  1.00  0.29           O  \\nATOM    616  CG  GLN A  77      -5.252  -7.565 -16.631  1.00  0.26           C  \\nATOM    617  CD  GLN A  77      -5.718  -7.787 -18.058  1.00  0.30           C  \\nATOM    618  NE2 GLN A  77      -6.503  -8.838 -18.269  1.00  0.17           N  \\nATOM    619  OE1 GLN A  77      -5.375  -7.020 -18.964  1.00  0.30           O  \\nATOM    620  N   ILE A  78      -1.295  -5.920 -14.267  1.00  0.32           N  \\nATOM    621  CA  ILE A  78       0.161  -5.882 -14.354  1.00  0.32           C  \\nATOM    622  C   ILE A  78       0.735  -7.252 -14.000  1.00  0.32           C  \\nATOM    623  CB  ILE A  78       0.754  -4.796 -13.428  1.00  0.29           C  \\nATOM    624  O   ILE A  78       0.406  -7.819 -12.955  1.00  0.30           O  \\nATOM    625  CG1 ILE A  78       0.208  -3.415 -13.807  1.00  0.28           C  \\nATOM    626  CG2 ILE A  78       2.285  -4.814 -13.487  1.00  0.28           C  \\nATOM    627  CD1 ILE A  78       0.592  -2.309 -12.833  1.00  0.26           C  \\nATOM    628  N   SER A  79       0.802  -8.251 -14.894  1.00  0.32           N  \\nATOM    629  CA  SER A  79       1.848  -9.268 -14.873  1.00  0.32           C  \\nATOM    630  C   SER A  79       3.125  -8.736 -14.233  1.00  0.32           C  \\nATOM    631  CB  SER A  79       2.145  -9.761 -16.290  1.00  0.29           C  \\nATOM    632  O   SER A  79       3.862  -7.966 -14.852  1.00  0.30           O  \\nATOM    633  OG  SER A  79       3.468 -10.260 -16.382  1.00  0.17           O  \\nATOM    634  N   LEU A  80       3.041  -7.823 -13.288  1.00  0.31           N  \\nATOM    635  CA  LEU A  80       4.310  -7.508 -12.642  1.00  0.31           C  \\nATOM    636  C   LEU A  80       4.932  -8.757 -12.027  1.00  0.31           C  \\nATOM    637  CB  LEU A  80       4.113  -6.438 -11.565  1.00  0.29           C  \\nATOM    638  O   LEU A  80       4.243  -9.536 -11.364  1.00  0.30           O  \\nATOM    639  CG  LEU A  80       4.097  -4.987 -12.045  1.00  0.28           C  \\nATOM    640  CD1 LEU A  80       3.281  -4.121 -11.091  1.00  0.26           C  \\nATOM    641  CD2 LEU A  80       5.518  -4.451 -12.178  1.00  0.28           C  \\nATOM    642  N   CYS A  81       5.849  -9.423 -12.771  1.00  0.25           N  \\nATOM    643  CA  CYS A  81       6.948 -10.296 -12.375  1.00  0.30           C  \\nATOM    644  C   CYS A  81       7.088 -10.343 -10.858  1.00  0.27           C  \\nATOM    645  CB  CYS A  81       8.259  -9.824 -13.003  1.00  0.25           C  \\nATOM    646  O   CYS A  81       7.087  -9.302 -10.198  1.00  0.26           O  \\nATOM    647  SG  CYS A  81       8.653 -10.640 -14.566  1.00  0.18           S  \\nATOM    648  N   HIS A  82       6.084 -11.084 -10.165  1.00  0.38           N  \\nATOM    649  CA  HIS A  82       6.268 -11.670  -8.842  1.00  0.38           C  \\nATOM    650  C   HIS A  82       7.333 -10.918  -8.050  1.00  0.38           C  \\nATOM    651  CB  HIS A  82       6.647 -13.148  -8.959  1.00  0.35           C  \\nATOM    652  O   HIS A  82       7.117 -10.569  -6.888  1.00  0.36           O  \\nATOM    653  CG  HIS A  82       5.524 -14.082  -8.640  1.00  0.33           C  \\nATOM    654  CD2 HIS A  82       4.668 -14.753  -9.447  1.00  0.32           C  \\nATOM    655  ND1 HIS A  82       5.176 -14.413  -7.348  1.00  0.28           N  \\nATOM    656  CE1 HIS A  82       4.153 -15.251  -7.375  1.00  0.31           C  \\nATOM    657  NE2 HIS A  82       3.825 -15.473  -8.637  1.00  0.32           N  \\nATOM    658  N   ASP A  83       8.515 -10.481  -8.812  1.00  0.36           N  \\nATOM    659  CA  ASP A  83       9.712  -9.954  -8.163  1.00  0.36           C  \\nATOM    660  C   ASP A  83       9.562  -8.465  -7.860  1.00  0.36           C  \\nATOM    661  CB  ASP A  83      10.945 -10.193  -9.036  1.00  0.33           C  \\nATOM    662  O   ASP A  83       9.935  -8.005  -6.779  1.00  0.34           O  \\nATOM    663  CG  ASP A  83      11.352 -11.654  -9.101  1.00  0.31           C  \\nATOM    664  OD1 ASP A  83      11.029 -12.419  -8.167  1.00  0.32           O  \\nATOM    665  OD2 ASP A  83      12.005 -12.043 -10.094  1.00  0.31           O  \\nATOM    666  N   LEU A  84       8.862  -7.642  -8.752  1.00  0.35           N  \\nATOM    667  CA  LEU A  84       8.745  -6.200  -8.565  1.00  0.35           C  \\nATOM    668  C   LEU A  84       7.675  -5.871  -7.530  1.00  0.35           C  \\nATOM    669  CB  LEU A  84       8.417  -5.512  -9.893  1.00  0.33           C  \\nATOM    670  O   LEU A  84       7.862  -4.980  -6.699  1.00  0.34           O  \\nATOM    671  CG  LEU A  84       9.607  -4.979 -10.692  1.00  0.31           C  \\nATOM    672  CD1 LEU A  84       9.297  -5.005 -12.185  1.00  0.28           C  \\nATOM    673  CD2 LEU A  84       9.968  -3.568 -10.240  1.00  0.30           C  \\nATOM    674  N   PHE A  86       6.764  -7.797  -5.067  1.00  0.41           N  \\nATOM    675  CA  PHE A  86       7.442  -8.228  -3.850  1.00  0.41           C  \\nATOM    676  C   PHE A  86       8.489  -7.206  -3.423  1.00  0.41           C  \\nATOM    677  CB  PHE A  86       8.099  -9.597  -4.055  1.00  0.39           C  \\nATOM    678  O   PHE A  86       8.564  -6.841  -2.247  1.00  0.39           O  \\nATOM    679  CG  PHE A  86       8.276 -10.381  -2.783  1.00  0.37           C  \\nATOM    680  CD1 PHE A  86       7.198 -11.026  -2.191  1.00  0.33           C  \\nATOM    681  CD2 PHE A  86       9.523 -10.472  -2.178  1.00  0.35           C  \\nATOM    682  CE1 PHE A  86       7.359 -11.753  -1.013  1.00  0.36           C  \\nATOM    683  CE2 PHE A  86       9.693 -11.197  -1.002  1.00  0.37           C  \\nATOM    684  CZ  PHE A  86       8.609 -11.835  -0.420  1.00  0.34           C  \\nATOM    685  N   LEU A  87       9.401  -6.646  -4.382  1.00  0.37           N  \\nATOM    686  CA  LEU A  87      10.419  -5.637  -4.111  1.00  0.36           C  \\nATOM    687  C   LEU A  87       9.780  -4.319  -3.687  1.00  0.37           C  \\nATOM    688  CB  LEU A  87      11.299  -5.418  -5.344  1.00  0.34           C  \\nATOM    689  O   LEU A  87      10.214  -3.697  -2.715  1.00  0.35           O  \\nATOM    690  CG  LEU A  87      12.714  -5.994  -5.279  1.00  0.32           C  \\nATOM    691  CD1 LEU A  87      13.055  -6.709  -6.582  1.00  0.28           C  \\nATOM    692  CD2 LEU A  87      13.727  -4.893  -4.987  1.00  0.30           C  \\nATOM    693  N   PHE A  88       8.708  -3.848  -4.386  1.00  0.41           N  \\nATOM    694  CA  PHE A  88       7.999  -2.644  -3.969  1.00  0.42           C  \\nATOM    695  C   PHE A  88       7.462  -2.795  -2.551  1.00  0.41           C  \\nATOM    696  CB  PHE A  88       6.850  -2.334  -4.935  1.00  0.41           C  \\nATOM    697  O   PHE A  88       7.512  -1.852  -1.759  1.00  0.40           O  \\nATOM    698  CG  PHE A  88       7.167  -1.246  -5.925  1.00  0.40           C  \\nATOM    699  CD1 PHE A  88       7.147   0.089  -5.541  1.00  0.38           C  \\nATOM    700  CD2 PHE A  88       7.485  -1.559  -7.240  1.00  0.39           C  \\nATOM    701  CE1 PHE A  88       7.439   1.099  -6.456  1.00  0.39           C  \\nATOM    702  CE2 PHE A  88       7.778  -0.556  -8.160  1.00  0.39           C  \\nATOM    703  CZ  PHE A  88       7.754   0.773  -7.766  1.00  0.39           C  \\nATOM    704  N   LEU A  89       6.956  -3.962  -2.259  1.00  0.43           N  \\nATOM    705  CA  LEU A  89       6.453  -4.256  -0.921  1.00  0.43           C  \\nATOM    706  C   LEU A  89       7.565  -4.138   0.116  1.00  0.43           C  \\nATOM    707  CB  LEU A  89       5.841  -5.658  -0.874  1.00  0.42           C  \\nATOM    708  O   LEU A  89       7.387  -3.495   1.153  1.00  0.42           O  \\nATOM    709  CG  LEU A  89       4.531  -5.801  -0.099  1.00  0.41           C  \\nATOM    710  CD1 LEU A  89       3.445  -6.384  -0.996  1.00  0.38           C  \\nATOM    711  CD2 LEU A  89       4.733  -6.670   1.138  1.00  0.40           C  \\nATOM    712  N   ILE A  90       8.731  -4.917  -0.141  1.00  0.38           N  \\nATOM    713  CA  ILE A  90       9.854  -4.888   0.790  1.00  0.38           C  \\nATOM    714  C   ILE A  90      10.292  -3.444   1.025  1.00  0.38           C  \\nATOM    715  CB  ILE A  90      11.041  -5.730   0.271  1.00  0.36           C  \\nATOM    716  O   ILE A  90      10.485  -3.026   2.169  1.00  0.36           O  \\nATOM    717  CG1 ILE A  90      10.693  -7.223   0.307  1.00  0.32           C  \\nATOM    718  CG2 ILE A  90      12.305  -5.443   1.086  1.00  0.33           C  \\nATOM    719  CD1 ILE A  90      11.764  -8.123  -0.293  1.00  0.30           C  \\nATOM    720  N   GLU A  91      10.362  -2.614  -0.130  1.00  0.37           N  \\nATOM    721  CA  GLU A  91      10.792  -1.229   0.031  1.00  0.37           C  \\nATOM    722  C   GLU A  91       9.769  -0.422   0.825  1.00  0.37           C  \\nATOM    723  CB  GLU A  91      11.032  -0.577  -1.333  1.00  0.36           C  \\nATOM    724  O   GLU A  91      10.135   0.388   1.678  1.00  0.36           O  \\nATOM    725  CG  GLU A  91      12.421  -0.832  -1.901  1.00  0.34           C  \\nATOM    726  CD  GLU A  91      12.731   0.008  -3.129  1.00  0.38           C  \\nATOM    727  OE1 GLU A  91      11.802   0.640  -3.682  1.00  0.41           O  \\nATOM    728  OE2 GLU A  91      13.912   0.033  -3.543  1.00  0.38           O  \\nATOM    729  N   SER A  92       8.464  -0.705   0.643  1.00  0.39           N  \\nATOM    730  CA  SER A  92       7.431   0.021   1.375  1.00  0.40           C  \\nATOM    731  C   SER A  92       7.380  -0.414   2.836  1.00  0.39           C  \\nATOM    732  CB  SER A  92       6.064  -0.189   0.724  1.00  0.39           C  \\nATOM    733  O   SER A  92       7.167   0.411   3.727  1.00  0.39           O  \\nATOM    734  OG  SER A  92       6.120   0.088  -0.665  1.00  0.33           O  \\nATOM    735  N   VAL A  93       7.585  -1.746   3.067  1.00  0.38           N  \\nATOM    736  CA  VAL A  93       7.655  -2.191   4.455  1.00  0.38           C  \\nATOM    737  C   VAL A  93       8.924  -1.650   5.108  1.00  0.38           C  \\nATOM    738  CB  VAL A  93       7.617  -3.732   4.559  1.00  0.36           C  \\nATOM    739  O   VAL A  93       8.889  -1.174   6.246  1.00  0.37           O  \\nATOM    740  CG1 VAL A  93       7.861  -4.182   5.998  1.00  0.33           C  \\nATOM    741  CG2 VAL A  93       6.282  -4.269   4.047  1.00  0.33           C  \\nATOM    742  N   LEU A  94      10.084  -1.741   4.350  1.00  0.34           N  \\nATOM    743  CA  LEU A  94      11.340  -1.264   4.917  1.00  0.34           C  \\nATOM    744  C   LEU A  94      11.260   0.224   5.242  1.00  0.34           C  \\nATOM    745  CB  LEU A  94      12.498  -1.525   3.950  1.00  0.32           C  \\nATOM    746  O   LEU A  94      11.918   0.697   6.171  1.00  0.33           O  \\nATOM    747  CG  LEU A  94      13.200  -2.878   4.082  1.00  0.30           C  \\nATOM    748  CD1 LEU A  94      13.915  -3.233   2.783  1.00  0.26           C  \\nATOM    749  CD2 LEU A  94      14.179  -2.860   5.251  1.00  0.29           C  \\nATOM    750  N   LEU A  95      10.458   0.929   4.399  1.00  0.36           N  \\nATOM    751  CA  LEU A  95      10.318   2.343   4.729  1.00  0.36           C  \\nATOM    752  C   LEU A  95       9.480   2.528   5.989  1.00  0.36           C  \\nATOM    753  CB  LEU A  95       9.683   3.105   3.563  1.00  0.35           C  \\nATOM    754  O   LEU A  95       9.486   3.603   6.592  1.00  0.35           O  \\nATOM    755  CG  LEU A  95      10.629   3.545   2.444  1.00  0.33           C  \\nATOM    756  CD1 LEU A  95       9.847   3.801   1.159  1.00  0.30           C  \\nATOM    757  CD2 LEU A  95      11.407   4.788   2.859  1.00  0.33           C  \\nATOM    758  N   LEU A  96       8.744   1.509   6.429  1.00  0.36           N  \\nATOM    759  CA  LEU A  96       7.855   1.651   7.576  1.00  0.38           C  \\nATOM    760  C   LEU A  96       8.551   1.214   8.861  1.00  0.36           C  \\nATOM    761  CB  LEU A  96       6.578   0.832   7.370  1.00  0.36           C  \\nATOM    762  O   LEU A  96       8.071   1.501   9.960  1.00  0.36           O  \\nATOM    763  CG  LEU A  96       5.581   1.377   6.346  1.00  0.35           C  \\nATOM    764  CD1 LEU A  96       4.506   0.337   6.048  1.00  0.33           C  \\nATOM    765  CD2 LEU A  96       4.954   2.673   6.848  1.00  0.37           C  \\nATOM    766  N   VAL A  97       9.655   0.414   8.620  1.00  0.29           N  \\nATOM    767  CA  VAL A  97      10.479   0.098   9.782  1.00  0.30           C  \\nATOM    768  C   VAL A  97      11.559   1.163   9.955  1.00  0.29           C  \\nATOM    769  CB  VAL A  97      11.125  -1.300   9.656  1.00  0.28           C  \\nATOM    770  O   VAL A  97      11.830   1.605  11.074  1.00  0.28           O  \\nATOM    771  CG1 VAL A  97      11.947  -1.629  10.902  1.00  0.27           C  \\nATOM    772  CG2 VAL A  97      10.053  -2.363   9.423  1.00  0.26           C  \\nTER     773      VAL A  97\\nEND\\n\",\"pdb\");\n",
              "\tviewer_17096255495177884.setStyle({\"model\": -1},{\"cartoon\": {\"color\": \"spectrum\"}});\n",
              "\tviewer_17096255495177884.zoomTo();\n",
              "viewer_17096255495177884.render();\n",
              "});\n",
              "</script>"
            ]
          },
          "metadata": {}
        }
      ],
      "source": [
        "# ...but it's much nicer to look at as a graphic :-)\n",
        "view = py3Dmol.view(\n",
        "  js='https://3dmol.org/build/3Dmol.js',\n",
        "  width=800,\n",
        "  height=400\n",
        ")\n",
        "view.addModel(\"\".join(esmfold_out_pdb), 'pdb')\n",
        "view.setStyle({'model': -1}, {\"cartoon\": {'color': 'spectrum'}})\n",
        "view.zoomTo()\n",
        "view.show()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "hc_toEuNo73I"
      },
      "source": [
        "# 🍭 Stay tuned!\n",
        "\n",
        "We are planning to open source more Evo models over time, including finetuned models for creating CRISPR systems and mobile genetic elements.\n",
        "\n",
        "An important part of the Evo generation pipeline is to screen/filter for high quality samples. We utilize a number of existing (and amazing!) tools for this, like [Prodigal](https://github.com/hyattpd/Prodigal), [CheckM](https://ecogenomics.github.io/CheckM/), and [BLAST](https://blast.ncbi.nlm.nih.gov/Blast.cgi). Going forward, we plan to incorporate these more into our public codebase and modeling pipelines, hoping to provide useful and openly available tools for the community. We are looking forward to this journey and invite you to join us!"
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