vit_main_code_tpu.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "0gA6jE222C0S"
      },
      "source": [
        "# Vision Transformer를 활용한 식물 질환 분류\n",
        "\n",
        "- [주의] drive에 남은 용량이 1~2GB 정도 있어야 함\n",
        "\n",
        "- [관련 논문]\n",
        "\n",
        "    https://arxiv.org/pdf/2010.11929.pdf (ViT 제안)\n",
        "\n",
        "    https://www.frontiersin.org/articles/10.3389/fpls.2016.01419/full (간접 관련)\n",
        "    \n",
        "    https://www.sciencedirect.com/science/article/pii/S2666285X22000218 (간접 관련)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "1NpHg9iG172w",
        "outputId": "a72b3021-b55c-4563-a23f-0179b7b0976d"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Mounted at /content/drive\n"
          ]
        }
      ],
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/drive')"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# 모델 준비"
      ],
      "metadata": {
        "id": "WN3Y3S60DhkR"
      }
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "UaSE1oYbHcVi"
      },
      "source": [
        "## 필요 라이브러리 설치"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "LzJCSSjRHfE6",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "45184d83-46dc-4981-efd2-4818fd405917"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Collecting torch-xla==2.0\n",
            "  Downloading https://storage.googleapis.com/tpu-pytorch/wheels/colab/torch_xla-2.0-cp310-cp310-linux_x86_64.whl (162.9 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m162.9/162.9 MB\u001b[0m \u001b[31m5.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting torch==2.0.1\n",
            "  Downloading torch-2.0.1-cp310-cp310-manylinux1_x86_64.whl (619.9 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m619.9/619.9 MB\u001b[0m \u001b[31m2.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting torchvision~=0.15.1\n",
            "  Downloading torchvision-0.15.2-cp310-cp310-manylinux1_x86_64.whl (6.0 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m6.0/6.0 MB\u001b[0m \u001b[31m64.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from torch==2.0.1) (3.13.1)\n",
            "Requirement already satisfied: typing-extensions in /usr/local/lib/python3.10/dist-packages (from torch==2.0.1) (4.5.0)\n",
            "Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from torch==2.0.1) (1.12)\n",
            "Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch==2.0.1) (3.2.1)\n",
            "Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from torch==2.0.1) (3.1.2)\n",
            "Collecting nvidia-cuda-nvrtc-cu11==11.7.99 (from torch==2.0.1)\n",
            "  Downloading nvidia_cuda_nvrtc_cu11-11.7.99-2-py3-none-manylinux1_x86_64.whl (21.0 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m21.0/21.0 MB\u001b[0m \u001b[31m50.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting nvidia-cuda-runtime-cu11==11.7.99 (from torch==2.0.1)\n",
            "  Downloading nvidia_cuda_runtime_cu11-11.7.99-py3-none-manylinux1_x86_64.whl (849 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m849.3/849.3 kB\u001b[0m \u001b[31m32.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting nvidia-cuda-cupti-cu11==11.7.101 (from torch==2.0.1)\n",
            "  Downloading nvidia_cuda_cupti_cu11-11.7.101-py3-none-manylinux1_x86_64.whl (11.8 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m11.8/11.8 MB\u001b[0m \u001b[31m61.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting nvidia-cudnn-cu11==8.5.0.96 (from torch==2.0.1)\n",
            "  Downloading nvidia_cudnn_cu11-8.5.0.96-2-py3-none-manylinux1_x86_64.whl (557.1 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m557.1/557.1 MB\u001b[0m \u001b[31m1.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting nvidia-cublas-cu11==11.10.3.66 (from torch==2.0.1)\n",
            "  Downloading nvidia_cublas_cu11-11.10.3.66-py3-none-manylinux1_x86_64.whl (317.1 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m317.1/317.1 MB\u001b[0m \u001b[31m4.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting nvidia-cufft-cu11==10.9.0.58 (from torch==2.0.1)\n",
            "  Downloading nvidia_cufft_cu11-10.9.0.58-py3-none-manylinux1_x86_64.whl (168.4 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m168.4/168.4 MB\u001b[0m \u001b[31m7.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting nvidia-curand-cu11==10.2.10.91 (from torch==2.0.1)\n",
            "  Downloading nvidia_curand_cu11-10.2.10.91-py3-none-manylinux1_x86_64.whl (54.6 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m54.6/54.6 MB\u001b[0m \u001b[31m11.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting nvidia-cusolver-cu11==11.4.0.1 (from torch==2.0.1)\n",
            "  Downloading nvidia_cusolver_cu11-11.4.0.1-2-py3-none-manylinux1_x86_64.whl (102.6 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m102.6/102.6 MB\u001b[0m \u001b[31m9.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting nvidia-cusparse-cu11==11.7.4.91 (from torch==2.0.1)\n",
            "  Downloading nvidia_cusparse_cu11-11.7.4.91-py3-none-manylinux1_x86_64.whl (173.2 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m173.2/173.2 MB\u001b[0m \u001b[31m2.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting nvidia-nccl-cu11==2.14.3 (from torch==2.0.1)\n",
            "  Downloading nvidia_nccl_cu11-2.14.3-py3-none-manylinux1_x86_64.whl (177.1 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m177.1/177.1 MB\u001b[0m \u001b[31m5.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting nvidia-nvtx-cu11==11.7.91 (from torch==2.0.1)\n",
            "  Downloading nvidia_nvtx_cu11-11.7.91-py3-none-manylinux1_x86_64.whl (98 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m98.6/98.6 kB\u001b[0m \u001b[31m11.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting triton==2.0.0 (from torch==2.0.1)\n",
            "  Downloading triton-2.0.0-1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (63.3 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m63.3/63.3 MB\u001b[0m \u001b[31m10.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: setuptools in /usr/local/lib/python3.10/dist-packages (from nvidia-cublas-cu11==11.10.3.66->torch==2.0.1) (67.7.2)\n",
            "Requirement already satisfied: wheel in /usr/local/lib/python3.10/dist-packages (from nvidia-cublas-cu11==11.10.3.66->torch==2.0.1) (0.41.3)\n",
            "Requirement already satisfied: cmake in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->torch==2.0.1) (3.27.7)\n",
            "Collecting lit (from triton==2.0.0->torch==2.0.1)\n",
            "  Downloading lit-17.0.4.tar.gz (153 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m153.1/153.1 kB\u001b[0m \u001b[31m17.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25h  Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n",
            "  Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n",
            "  Installing backend dependencies ... \u001b[?25l\u001b[?25hdone\n",
            "  Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
            "Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from torchvision~=0.15.1) (1.23.5)\n",
            "Requirement already satisfied: requests in /usr/local/lib/python3.10/dist-packages (from torchvision~=0.15.1) (2.31.0)\n",
            "Requirement already satisfied: pillow!=8.3.*,>=5.3.0 in /usr/local/lib/python3.10/dist-packages (from torchvision~=0.15.1) (9.4.0)\n",
            "Requirement already satisfied: absl-py>=1.0.0 in /usr/local/lib/python3.10/dist-packages (from torch-xla==2.0) (1.4.0)\n",
            "Collecting cloud-tpu-client>=0.10.0 (from torch-xla==2.0)\n",
            "  Downloading cloud_tpu_client-0.10-py3-none-any.whl (7.4 kB)\n",
            "Collecting google-api-python-client==1.8.0 (from cloud-tpu-client>=0.10.0->torch-xla==2.0)\n",
            "  Downloading google_api_python_client-1.8.0-py3-none-any.whl (57 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m57.7/57.7 kB\u001b[0m \u001b[31m6.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: oauth2client in /usr/local/lib/python3.10/dist-packages (from cloud-tpu-client>=0.10.0->torch-xla==2.0) (4.1.3)\n",
            "Requirement already satisfied: httplib2<1dev,>=0.9.2 in /usr/local/lib/python3.10/dist-packages (from google-api-python-client==1.8.0->cloud-tpu-client>=0.10.0->torch-xla==2.0) (0.22.0)\n",
            "Requirement already satisfied: google-auth>=1.4.1 in /usr/local/lib/python3.10/dist-packages (from google-api-python-client==1.8.0->cloud-tpu-client>=0.10.0->torch-xla==2.0) (2.17.3)\n",
            "Requirement already satisfied: google-auth-httplib2>=0.0.3 in /usr/local/lib/python3.10/dist-packages (from google-api-python-client==1.8.0->cloud-tpu-client>=0.10.0->torch-xla==2.0) (0.1.1)\n",
            "Collecting google-api-core<2dev,>=1.13.0 (from google-api-python-client==1.8.0->cloud-tpu-client>=0.10.0->torch-xla==2.0)\n",
            "  Downloading google_api_core-1.34.0-py3-none-any.whl (120 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m120.2/120.2 kB\u001b[0m \u001b[31m14.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: six<2dev,>=1.6.1 in /usr/local/lib/python3.10/dist-packages (from google-api-python-client==1.8.0->cloud-tpu-client>=0.10.0->torch-xla==2.0) (1.16.0)\n",
            "Collecting uritemplate<4dev,>=3.0.0 (from google-api-python-client==1.8.0->cloud-tpu-client>=0.10.0->torch-xla==2.0)\n",
            "  Downloading uritemplate-3.0.1-py2.py3-none-any.whl (15 kB)\n",
            "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch==2.0.1) (2.1.3)\n",
            "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests->torchvision~=0.15.1) (3.3.2)\n",
            "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests->torchvision~=0.15.1) (3.4)\n",
            "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests->torchvision~=0.15.1) (2.0.7)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests->torchvision~=0.15.1) (2023.7.22)\n",
            "Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->torch==2.0.1) (1.3.0)\n",
            "Requirement already satisfied: pyasn1>=0.1.7 in /usr/local/lib/python3.10/dist-packages (from oauth2client->cloud-tpu-client>=0.10.0->torch-xla==2.0) (0.5.0)\n",
            "Requirement already satisfied: pyasn1-modules>=0.0.5 in /usr/local/lib/python3.10/dist-packages (from oauth2client->cloud-tpu-client>=0.10.0->torch-xla==2.0) (0.3.0)\n",
            "Requirement already satisfied: rsa>=3.1.4 in /usr/local/lib/python3.10/dist-packages (from oauth2client->cloud-tpu-client>=0.10.0->torch-xla==2.0) (4.9)\n",
            "Requirement already satisfied: googleapis-common-protos<2.0dev,>=1.56.2 in /usr/local/lib/python3.10/dist-packages (from google-api-core<2dev,>=1.13.0->google-api-python-client==1.8.0->cloud-tpu-client>=0.10.0->torch-xla==2.0) (1.61.0)\n",
            "Requirement already satisfied: protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<4.0.0dev,>=3.19.5 in /usr/local/lib/python3.10/dist-packages (from google-api-core<2dev,>=1.13.0->google-api-python-client==1.8.0->cloud-tpu-client>=0.10.0->torch-xla==2.0) (3.20.3)\n",
            "Requirement already satisfied: cachetools<6.0,>=2.0.0 in /usr/local/lib/python3.10/dist-packages (from google-auth>=1.4.1->google-api-python-client==1.8.0->cloud-tpu-client>=0.10.0->torch-xla==2.0) (5.3.2)\n",
            "Requirement already satisfied: pyparsing!=3.0.0,!=3.0.1,!=3.0.2,!=3.0.3,<4,>=2.4.2 in /usr/local/lib/python3.10/dist-packages (from httplib2<1dev,>=0.9.2->google-api-python-client==1.8.0->cloud-tpu-client>=0.10.0->torch-xla==2.0) (3.1.1)\n",
            "Building wheels for collected packages: lit\n",
            "  Building wheel for lit (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for lit: filename=lit-17.0.4-py3-none-any.whl size=93257 sha256=813aec377144c0b55b4420af6fad56f7869c9094ca174ea521607c46ad1f9a3e\n",
            "  Stored in directory: /root/.cache/pip/wheels/be/ae/00/696c57d438bfc7c0e89c4c379083ea08b1c2e54d85a5f7cd7c\n",
            "Successfully built lit\n",
            "Installing collected packages: lit, uritemplate, nvidia-nvtx-cu11, nvidia-nccl-cu11, nvidia-cusparse-cu11, nvidia-curand-cu11, nvidia-cufft-cu11, nvidia-cuda-runtime-cu11, nvidia-cuda-nvrtc-cu11, nvidia-cuda-cupti-cu11, nvidia-cublas-cu11, nvidia-cusolver-cu11, nvidia-cudnn-cu11, google-api-core, google-api-python-client, cloud-tpu-client, torch-xla, triton, torch, torchvision\n",
            "  Attempting uninstall: uritemplate\n",
            "    Found existing installation: uritemplate 4.1.1\n",
            "    Uninstalling uritemplate-4.1.1:\n",
            "      Successfully uninstalled uritemplate-4.1.1\n",
            "  Attempting uninstall: google-api-core\n",
            "    Found existing installation: google-api-core 2.11.1\n",
            "    Uninstalling google-api-core-2.11.1:\n",
            "      Successfully uninstalled google-api-core-2.11.1\n",
            "  Attempting uninstall: google-api-python-client\n",
            "    Found existing installation: google-api-python-client 2.84.0\n",
            "    Uninstalling google-api-python-client-2.84.0:\n",
            "      Successfully uninstalled google-api-python-client-2.84.0\n",
            "  Attempting uninstall: triton\n",
            "    Found existing installation: triton 2.1.0\n",
            "    Uninstalling triton-2.1.0:\n",
            "      Successfully uninstalled triton-2.1.0\n",
            "  Attempting uninstall: torch\n",
            "    Found existing installation: torch 2.1.0+cu118\n",
            "    Uninstalling torch-2.1.0+cu118:\n",
            "      Successfully uninstalled torch-2.1.0+cu118\n",
            "  Attempting uninstall: torchvision\n",
            "    Found existing installation: torchvision 0.16.0+cu118\n",
            "    Uninstalling torchvision-0.16.0+cu118:\n",
            "      Successfully uninstalled torchvision-0.16.0+cu118\n",
            "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
            "pydrive2 1.6.3 requires google-api-python-client>=1.12.5, but you have google-api-python-client 1.8.0 which is incompatible.\n",
            "earthengine-api 0.1.377 requires google-api-python-client>=1.12.1, but you have google-api-python-client 1.8.0 which is incompatible.\n",
            "torchaudio 2.1.0+cu118 requires torch==2.1.0, but you have torch 2.0.1 which is incompatible.\n",
            "torchdata 0.7.0 requires torch==2.1.0, but you have torch 2.0.1 which is incompatible.\n",
            "torchtext 0.16.0 requires torch==2.1.0, but you have torch 2.0.1 which is incompatible.\u001b[0m\u001b[31m\n",
            "\u001b[0mSuccessfully installed cloud-tpu-client-0.10 google-api-core-1.34.0 google-api-python-client-1.8.0 lit-17.0.4 nvidia-cublas-cu11-11.10.3.66 nvidia-cuda-cupti-cu11-11.7.101 nvidia-cuda-nvrtc-cu11-11.7.99 nvidia-cuda-runtime-cu11-11.7.99 nvidia-cudnn-cu11-8.5.0.96 nvidia-cufft-cu11-10.9.0.58 nvidia-curand-cu11-10.2.10.91 nvidia-cusolver-cu11-11.4.0.1 nvidia-cusparse-cu11-11.7.4.91 nvidia-nccl-cu11-2.14.3 nvidia-nvtx-cu11-11.7.91 torch-2.0.1 torch-xla-2.0.0.dev20230516+colab torchvision-0.15.2 triton-2.0.0 uritemplate-3.0.1\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "application/vnd.colab-display-data+json": {
              "pip_warning": {
                "packages": [
                  "google"
                ]
              }
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Collecting torchaudio==2.0.1\n",
            "  Downloading torchaudio-2.0.1-cp310-cp310-manylinux1_x86_64.whl (4.4 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m4.4/4.4 MB\u001b[0m \u001b[31m11.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting torch==2.0.0 (from torchaudio==2.0.1)\n",
            "  Downloading torch-2.0.0-cp310-cp310-manylinux1_x86_64.whl (619.9 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m619.9/619.9 MB\u001b[0m \u001b[31m2.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from torch==2.0.0->torchaudio==2.0.1) (3.13.1)\n",
            "Requirement already satisfied: typing-extensions in /usr/local/lib/python3.10/dist-packages (from torch==2.0.0->torchaudio==2.0.1) (4.5.0)\n",
            "Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from torch==2.0.0->torchaudio==2.0.1) (1.12)\n",
            "Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch==2.0.0->torchaudio==2.0.1) (3.2.1)\n",
            "Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from torch==2.0.0->torchaudio==2.0.1) (3.1.2)\n",
            "Requirement already satisfied: nvidia-cuda-nvrtc-cu11==11.7.99 in /usr/local/lib/python3.10/dist-packages (from torch==2.0.0->torchaudio==2.0.1) (11.7.99)\n",
            "Requirement already satisfied: nvidia-cuda-runtime-cu11==11.7.99 in /usr/local/lib/python3.10/dist-packages (from torch==2.0.0->torchaudio==2.0.1) (11.7.99)\n",
            "Requirement already satisfied: nvidia-cuda-cupti-cu11==11.7.101 in /usr/local/lib/python3.10/dist-packages (from torch==2.0.0->torchaudio==2.0.1) (11.7.101)\n",
            "Requirement already satisfied: nvidia-cudnn-cu11==8.5.0.96 in /usr/local/lib/python3.10/dist-packages (from torch==2.0.0->torchaudio==2.0.1) (8.5.0.96)\n",
            "Requirement already satisfied: nvidia-cublas-cu11==11.10.3.66 in /usr/local/lib/python3.10/dist-packages (from torch==2.0.0->torchaudio==2.0.1) (11.10.3.66)\n",
            "Requirement already satisfied: nvidia-cufft-cu11==10.9.0.58 in /usr/local/lib/python3.10/dist-packages (from torch==2.0.0->torchaudio==2.0.1) (10.9.0.58)\n",
            "Requirement already satisfied: nvidia-curand-cu11==10.2.10.91 in /usr/local/lib/python3.10/dist-packages (from torch==2.0.0->torchaudio==2.0.1) (10.2.10.91)\n",
            "Requirement already satisfied: nvidia-cusolver-cu11==11.4.0.1 in /usr/local/lib/python3.10/dist-packages (from torch==2.0.0->torchaudio==2.0.1) (11.4.0.1)\n",
            "Requirement already satisfied: nvidia-cusparse-cu11==11.7.4.91 in /usr/local/lib/python3.10/dist-packages (from torch==2.0.0->torchaudio==2.0.1) (11.7.4.91)\n",
            "Requirement already satisfied: nvidia-nccl-cu11==2.14.3 in /usr/local/lib/python3.10/dist-packages (from torch==2.0.0->torchaudio==2.0.1) (2.14.3)\n",
            "Requirement already satisfied: nvidia-nvtx-cu11==11.7.91 in /usr/local/lib/python3.10/dist-packages (from torch==2.0.0->torchaudio==2.0.1) (11.7.91)\n",
            "Requirement already satisfied: triton==2.0.0 in /usr/local/lib/python3.10/dist-packages (from torch==2.0.0->torchaudio==2.0.1) (2.0.0)\n",
            "Requirement already satisfied: setuptools in /usr/local/lib/python3.10/dist-packages (from nvidia-cublas-cu11==11.10.3.66->torch==2.0.0->torchaudio==2.0.1) (67.7.2)\n",
            "Requirement already satisfied: wheel in /usr/local/lib/python3.10/dist-packages (from nvidia-cublas-cu11==11.10.3.66->torch==2.0.0->torchaudio==2.0.1) (0.41.3)\n",
            "Requirement already satisfied: cmake in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->torch==2.0.0->torchaudio==2.0.1) (3.27.7)\n",
            "Requirement already satisfied: lit in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->torch==2.0.0->torchaudio==2.0.1) (17.0.4)\n",
            "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch==2.0.0->torchaudio==2.0.1) (2.1.3)\n",
            "Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->torch==2.0.0->torchaudio==2.0.1) (1.3.0)\n",
            "Installing collected packages: torch, torchaudio\n",
            "  Attempting uninstall: torch\n",
            "    Found existing installation: torch 2.0.1\n",
            "    Uninstalling torch-2.0.1:\n",
            "      Successfully uninstalled torch-2.0.1\n",
            "  Attempting uninstall: torchaudio\n",
            "    Found existing installation: torchaudio 2.1.0+cu118\n",
            "    Uninstalling torchaudio-2.1.0+cu118:\n",
            "      Successfully uninstalled torchaudio-2.1.0+cu118\n",
            "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
            "torchdata 0.7.0 requires torch==2.1.0, but you have torch 2.0.0 which is incompatible.\n",
            "torchtext 0.16.0 requires torch==2.1.0, but you have torch 2.0.0 which is incompatible.\n",
            "torchvision 0.15.2 requires torch==2.0.1, but you have torch 2.0.0 which is incompatible.\u001b[0m\u001b[31m\n",
            "\u001b[0mSuccessfully installed torch-2.0.0 torchaudio-2.0.1\n",
            "Collecting datasets\n",
            "  Downloading datasets-2.14.6-py3-none-any.whl (493 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m493.7/493.7 kB\u001b[0m \u001b[31m5.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.10/dist-packages (from datasets) (1.23.5)\n",
            "Requirement already satisfied: pyarrow>=8.0.0 in /usr/local/lib/python3.10/dist-packages (from datasets) (9.0.0)\n",
            "Collecting dill<0.3.8,>=0.3.0 (from datasets)\n",
            "  Downloading dill-0.3.7-py3-none-any.whl (115 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m115.3/115.3 kB\u001b[0m \u001b[31m11.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: pandas in /usr/local/lib/python3.10/dist-packages (from datasets) (1.5.3)\n",
            "Requirement already satisfied: requests>=2.19.0 in /usr/local/lib/python3.10/dist-packages (from datasets) (2.31.0)\n",
            "Requirement already satisfied: tqdm>=4.62.1 in /usr/local/lib/python3.10/dist-packages (from datasets) (4.66.1)\n",
            "Requirement already satisfied: xxhash in /usr/local/lib/python3.10/dist-packages (from datasets) (3.4.1)\n",
            "Collecting multiprocess (from datasets)\n",
            "  Downloading multiprocess-0.70.15-py310-none-any.whl (134 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m134.8/134.8 kB\u001b[0m \u001b[31m6.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: fsspec[http]<=2023.10.0,>=2023.1.0 in /usr/local/lib/python3.10/dist-packages (from datasets) (2023.6.0)\n",
            "Requirement already satisfied: aiohttp in /usr/local/lib/python3.10/dist-packages (from datasets) (3.8.6)\n",
            "Collecting huggingface-hub<1.0.0,>=0.14.0 (from datasets)\n",
            "  Downloading huggingface_hub-0.19.0-py3-none-any.whl (311 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m311.2/311.2 kB\u001b[0m \u001b[31m9.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: packaging in /usr/local/lib/python3.10/dist-packages (from datasets) (23.2)\n",
            "Requirement already satisfied: pyyaml>=5.1 in /usr/local/lib/python3.10/dist-packages (from datasets) (6.0.1)\n",
            "Requirement already satisfied: attrs>=17.3.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets) (23.1.0)\n",
            "Requirement already satisfied: charset-normalizer<4.0,>=2.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets) (3.3.2)\n",
            "Requirement already satisfied: multidict<7.0,>=4.5 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets) (6.0.4)\n",
            "Requirement already satisfied: async-timeout<5.0,>=4.0.0a3 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets) (4.0.3)\n",
            "Requirement already satisfied: yarl<2.0,>=1.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets) (1.9.2)\n",
            "Requirement already satisfied: frozenlist>=1.1.1 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets) (1.4.0)\n",
            "Requirement already satisfied: aiosignal>=1.1.2 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets) (1.3.1)\n",
            "Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from huggingface-hub<1.0.0,>=0.14.0->datasets) (3.13.1)\n",
            "Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub<1.0.0,>=0.14.0->datasets) (4.5.0)\n",
            "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests>=2.19.0->datasets) (3.4)\n",
            "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests>=2.19.0->datasets) (2.0.7)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests>=2.19.0->datasets) (2023.7.22)\n",
            "Requirement already satisfied: python-dateutil>=2.8.1 in /usr/local/lib/python3.10/dist-packages (from pandas->datasets) (2.8.2)\n",
            "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas->datasets) (2023.3.post1)\n",
            "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.8.1->pandas->datasets) (1.16.0)\n",
            "Installing collected packages: dill, multiprocess, huggingface-hub, datasets\n",
            "Successfully installed datasets-2.14.6 dill-0.3.7 huggingface-hub-0.19.0 multiprocess-0.70.15\n",
            "Collecting transformers\n",
            "  Downloading transformers-4.35.0-py3-none-any.whl (7.9 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m7.9/7.9 MB\u001b[0m \u001b[31m42.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from transformers) (3.13.1)\n",
            "Requirement already satisfied: huggingface-hub<1.0,>=0.16.4 in /usr/local/lib/python3.10/dist-packages (from transformers) (0.19.0)\n",
            "Requirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.10/dist-packages (from transformers) (1.23.5)\n",
            "Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/dist-packages (from transformers) (23.2)\n",
            "Requirement already satisfied: pyyaml>=5.1 in /usr/local/lib/python3.10/dist-packages (from transformers) (6.0.1)\n",
            "Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.10/dist-packages (from transformers) (2023.6.3)\n",
            "Requirement already satisfied: requests in /usr/local/lib/python3.10/dist-packages (from transformers) (2.31.0)\n",
            "Collecting tokenizers<0.15,>=0.14 (from transformers)\n",
            "  Downloading tokenizers-0.14.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.8 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m3.8/3.8 MB\u001b[0m \u001b[31m49.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting safetensors>=0.3.1 (from transformers)\n",
            "  Downloading safetensors-0.4.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.3 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.3/1.3 MB\u001b[0m \u001b[31m54.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: tqdm>=4.27 in /usr/local/lib/python3.10/dist-packages (from transformers) (4.66.1)\n",
            "Requirement already satisfied: fsspec>=2023.5.0 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub<1.0,>=0.16.4->transformers) (2023.6.0)\n",
            "Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub<1.0,>=0.16.4->transformers) (4.5.0)\n",
            "Collecting huggingface-hub<1.0,>=0.16.4 (from transformers)\n",
            "  Downloading huggingface_hub-0.17.3-py3-none-any.whl (295 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m295.0/295.0 kB\u001b[0m \u001b[31m23.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests->transformers) (3.3.2)\n",
            "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests->transformers) (3.4)\n",
            "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests->transformers) (2.0.7)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests->transformers) (2023.7.22)\n",
            "Installing collected packages: safetensors, huggingface-hub, tokenizers, transformers\n",
            "  Attempting uninstall: huggingface-hub\n",
            "    Found existing installation: huggingface-hub 0.19.0\n",
            "    Uninstalling huggingface-hub-0.19.0:\n",
            "      Successfully uninstalled huggingface-hub-0.19.0\n",
            "Successfully installed huggingface-hub-0.17.3 safetensors-0.4.0 tokenizers-0.14.1 transformers-4.35.0\n",
            "Collecting torchmetrics\n",
            "  Downloading torchmetrics-1.2.0-py3-none-any.whl (805 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m805.2/805.2 kB\u001b[0m \u001b[31m11.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: numpy>1.20.0 in /usr/local/lib/python3.10/dist-packages (from torchmetrics) (1.23.5)\n",
            "Requirement already satisfied: torch>=1.8.1 in /usr/local/lib/python3.10/dist-packages (from torchmetrics) (2.0.0)\n",
            "Collecting lightning-utilities>=0.8.0 (from torchmetrics)\n",
            "  Downloading lightning_utilities-0.9.0-py3-none-any.whl (23 kB)\n",
            "Requirement already satisfied: packaging>=17.1 in /usr/local/lib/python3.10/dist-packages (from lightning-utilities>=0.8.0->torchmetrics) (23.2)\n",
            "Requirement already satisfied: typing-extensions in /usr/local/lib/python3.10/dist-packages (from lightning-utilities>=0.8.0->torchmetrics) (4.5.0)\n",
            "Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.1->torchmetrics) (3.13.1)\n",
            "Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.1->torchmetrics) (1.12)\n",
            "Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.1->torchmetrics) (3.2.1)\n",
            "Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.1->torchmetrics) (3.1.2)\n",
            "Requirement already satisfied: nvidia-cuda-nvrtc-cu11==11.7.99 in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.1->torchmetrics) (11.7.99)\n",
            "Requirement already satisfied: nvidia-cuda-runtime-cu11==11.7.99 in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.1->torchmetrics) (11.7.99)\n",
            "Requirement already satisfied: nvidia-cuda-cupti-cu11==11.7.101 in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.1->torchmetrics) (11.7.101)\n",
            "Requirement already satisfied: nvidia-cudnn-cu11==8.5.0.96 in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.1->torchmetrics) (8.5.0.96)\n",
            "Requirement already satisfied: nvidia-cublas-cu11==11.10.3.66 in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.1->torchmetrics) (11.10.3.66)\n",
            "Requirement already satisfied: nvidia-cufft-cu11==10.9.0.58 in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.1->torchmetrics) (10.9.0.58)\n",
            "Requirement already satisfied: nvidia-curand-cu11==10.2.10.91 in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.1->torchmetrics) (10.2.10.91)\n",
            "Requirement already satisfied: nvidia-cusolver-cu11==11.4.0.1 in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.1->torchmetrics) (11.4.0.1)\n",
            "Requirement already satisfied: nvidia-cusparse-cu11==11.7.4.91 in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.1->torchmetrics) (11.7.4.91)\n",
            "Requirement already satisfied: nvidia-nccl-cu11==2.14.3 in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.1->torchmetrics) (2.14.3)\n",
            "Requirement already satisfied: nvidia-nvtx-cu11==11.7.91 in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.1->torchmetrics) (11.7.91)\n",
            "Requirement already satisfied: triton==2.0.0 in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.1->torchmetrics) (2.0.0)\n",
            "Requirement already satisfied: setuptools in /usr/local/lib/python3.10/dist-packages (from nvidia-cublas-cu11==11.10.3.66->torch>=1.8.1->torchmetrics) (67.7.2)\n",
            "Requirement already satisfied: wheel in /usr/local/lib/python3.10/dist-packages (from nvidia-cublas-cu11==11.10.3.66->torch>=1.8.1->torchmetrics) (0.41.3)\n",
            "Requirement already satisfied: cmake in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->torch>=1.8.1->torchmetrics) (3.27.7)\n",
            "Requirement already satisfied: lit in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->torch>=1.8.1->torchmetrics) (17.0.4)\n",
            "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch>=1.8.1->torchmetrics) (2.1.3)\n",
            "Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->torch>=1.8.1->torchmetrics) (1.3.0)\n",
            "Installing collected packages: lightning-utilities, torchmetrics\n",
            "Successfully installed lightning-utilities-0.9.0 torchmetrics-1.2.0\n",
            "Collecting accelerate\n",
            "  Downloading accelerate-0.24.1-py3-none-any.whl (261 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m261.4/261.4 kB\u001b[0m \u001b[31m4.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.10/dist-packages (from accelerate) (1.23.5)\n",
            "Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/dist-packages (from accelerate) (23.2)\n",
            "Requirement already satisfied: psutil in /usr/local/lib/python3.10/dist-packages (from accelerate) (5.9.5)\n",
            "Requirement already satisfied: pyyaml in /usr/local/lib/python3.10/dist-packages (from accelerate) (6.0.1)\n",
            "Requirement already satisfied: torch>=1.10.0 in /usr/local/lib/python3.10/dist-packages (from accelerate) (2.0.0)\n",
            "Requirement already satisfied: huggingface-hub in /usr/local/lib/python3.10/dist-packages (from accelerate) (0.17.3)\n",
            "Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (3.13.1)\n",
            "Requirement already satisfied: typing-extensions in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (4.5.0)\n",
            "Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (1.12)\n",
            "Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (3.2.1)\n",
            "Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (3.1.2)\n",
            "Requirement already satisfied: nvidia-cuda-nvrtc-cu11==11.7.99 in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (11.7.99)\n",
            "Requirement already satisfied: nvidia-cuda-runtime-cu11==11.7.99 in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (11.7.99)\n",
            "Requirement already satisfied: nvidia-cuda-cupti-cu11==11.7.101 in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (11.7.101)\n",
            "Requirement already satisfied: nvidia-cudnn-cu11==8.5.0.96 in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (8.5.0.96)\n",
            "Requirement already satisfied: nvidia-cublas-cu11==11.10.3.66 in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (11.10.3.66)\n",
            "Requirement already satisfied: nvidia-cufft-cu11==10.9.0.58 in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (10.9.0.58)\n",
            "Requirement already satisfied: nvidia-curand-cu11==10.2.10.91 in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (10.2.10.91)\n",
            "Requirement already satisfied: nvidia-cusolver-cu11==11.4.0.1 in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (11.4.0.1)\n",
            "Requirement already satisfied: nvidia-cusparse-cu11==11.7.4.91 in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (11.7.4.91)\n",
            "Requirement already satisfied: nvidia-nccl-cu11==2.14.3 in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (2.14.3)\n",
            "Requirement already satisfied: nvidia-nvtx-cu11==11.7.91 in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (11.7.91)\n",
            "Requirement already satisfied: triton==2.0.0 in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (2.0.0)\n",
            "Requirement already satisfied: setuptools in /usr/local/lib/python3.10/dist-packages (from nvidia-cublas-cu11==11.10.3.66->torch>=1.10.0->accelerate) (67.7.2)\n",
            "Requirement already satisfied: wheel in /usr/local/lib/python3.10/dist-packages (from nvidia-cublas-cu11==11.10.3.66->torch>=1.10.0->accelerate) (0.41.3)\n",
            "Requirement already satisfied: cmake in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->torch>=1.10.0->accelerate) (3.27.7)\n",
            "Requirement already satisfied: lit in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->torch>=1.10.0->accelerate) (17.0.4)\n",
            "Requirement already satisfied: fsspec in /usr/local/lib/python3.10/dist-packages (from huggingface-hub->accelerate) (2023.6.0)\n",
            "Requirement already satisfied: requests in /usr/local/lib/python3.10/dist-packages (from huggingface-hub->accelerate) (2.31.0)\n",
            "Requirement already satisfied: tqdm>=4.42.1 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub->accelerate) (4.66.1)\n",
            "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch>=1.10.0->accelerate) (2.1.3)\n",
            "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests->huggingface-hub->accelerate) (3.3.2)\n",
            "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests->huggingface-hub->accelerate) (3.4)\n",
            "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests->huggingface-hub->accelerate) (2.0.7)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests->huggingface-hub->accelerate) (2023.7.22)\n",
            "Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->torch>=1.10.0->accelerate) (1.3.0)\n",
            "Installing collected packages: accelerate\n",
            "Successfully installed accelerate-0.24.1\n"
          ]
        }
      ],
      "source": [
        "!pip install torch==2.0.1 torchvision~=0.15.1 https://storage.googleapis.com/tpu-pytorch/wheels/colab/torch_xla-2.0-cp310-cp310-linux_x86_64.whl\n",
        "!pip install torchaudio==2.0.1\n",
        "\n",
        "!pip install datasets\n",
        "!pip install transformers\n",
        "!pip install torchmetrics\n",
        "!pip install accelerate -U"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## 데이터셋 다운로드"
      ],
      "metadata": {
        "id": "J6IYff34fYAS"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "\n",
        "\n",
        "- 총 38개의 카테고리가 있음. 모든 데이터의 비율이 균등하지 않다는 점에 유의\n",
        "\n",
        "- [데이터셋 분석] https://www.dropbox.com/scl/fi/hgv4fgnuc5kskcxpcws8e/.xlsx?rlkey=pfh6bpp25jd4fk6nf7c1qap8w&dl=1\n",
        "\n",
        "- [관련 논문] Hughes, David P., and Marcel Salathe. “An Open Access Repository of Images on Plant Health to Enable the Development of Mobile Disease Diagnostics.” ArXiv:1511.08060 [Cs], Apr. 2016. arXiv.org, http://arxiv.org/abs/1511.08060.\n",
        "\n",
        "- [출처] https://github.com/spMohanty/PlantVillage-Dataset"
      ],
      "metadata": {
        "id": "kZYW8z_qxlKP"
      }
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "TkbT2UKTNveD"
      },
      "outputs": [],
      "source": [
        "import os\n",
        "import io\n",
        "import shutil\n",
        "import requests\n",
        "from zipfile import ZipFile\n",
        "\n",
        "def generate_dataset_dir(data_dir, test_rate=0.2, valid_rate=0.2, gap=1):\n",
        "    \"\"\"\n",
        "    made by hope04302\n",
        "    zip파일의 데이터셋을 train, validation, test로 분리\n",
        "    \"\"\"\n",
        "\n",
        "    zip_path = \"https://data.mendeley.com/public-files/datasets/tywbtsjrjv/files/d5652a28-c1d8-4b76-97f3-72fb80f94efc/file_downloaded\"\n",
        "    zip = requests.get(zip_path)\n",
        "\n",
        "    if os.path.isdir(data_dir):\n",
        "        shutil.rmtree(data_dir)\n",
        "\n",
        "    with ZipFile(io.BytesIO(zip.content), 'r') as zf:\n",
        "        zf.extractall(f\"{data_dir}\")\n",
        "\n",
        "    in_path = f\"{data_dir}/Plant_leave_diseases_dataset_without_augmentation\"\n",
        "    clss = os.listdir(in_path)\n",
        "\n",
        "    for cls in clss:\n",
        "\n",
        "        for folder in [\"train\", \"validation\", \"test\"]:\n",
        "            os.makedirs(f\"{data_dir}/{folder}/{cls}\")\n",
        "\n",
        "        images = os.listdir(f\"{in_path}/{cls}\")\n",
        "\n",
        "        train_idx = int(len(images) * (1 - test_rate) * (1 - valid_rate))\n",
        "        valid_idx = int(len(images) * (1 - test_rate))\n",
        "\n",
        "        for image in images[:train_idx:gap]:\n",
        "            if image[-3:].lower() == \"jpg\":\n",
        "                shutil.move(f\"{in_path}/{cls}/{image}\", f\"{data_dir}/train/{cls}\")\n",
        "\n",
        "        for image in images[train_idx:valid_idx:gap]:\n",
        "            if image[-3:].lower() == \"jpg\":\n",
        "                shutil.move(f\"{in_path}/{cls}/{image}\", f\"{data_dir}/validation/{cls}\")\n",
        "\n",
        "        for image in images[valid_idx::gap]:\n",
        "            if image[-3:].lower() == \"jpg\":\n",
        "                shutil.move(f\"{in_path}/{cls}/{image}\", f\"{data_dir}/test/{cls}\")\n",
        "\n",
        "    shutil.rmtree(in_path)"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from datasets import load_dataset\n",
        "\n",
        "generate_dataset_dir(data_dir='/content/plantvillage', test_rate=0.95, gap=1)\n",
        "dataset = load_dataset(\"imagefolder\", data_dir='/content/plantvillage')"
      ],
      "metadata": {
        "id": "1qF-O1PKWNz-",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "referenced_widgets": [
            "2126547d342b43179be7ee0863a2cce5",
            "8b8861b6451a4d5aacdb74bbb6922fb2",
            "fd3f1e1ea51f4f36874571d10511778f",
            "f40f6b2946464d51a5b54efc5901bc95",
            "d27f9b2ae4a4433b8ed50d98988830ac",
            "cd0f2c581f6d49afafe0bafe96b40be4",
            "8f25ea4e5eb5447abc46b2643a9e5d30",
            "fdb363c3af3f4fd3af528b9b8d385c02",
            "1c08f8c6dbbe4b9a94a432887c7afe6b",
            "ab0663af1cd448d292b858b16f41b3f8",
            "a5caea2cbdce4d269aa6e2131ae11297",
            "a6c497e4ede74d29bdae820fbc346f8e",
            "dadbc2a940a74ac18f877e890aa9de92",
            "8b0ebd8d76d74eae9dd6deee84617e65",
            "e01d145b23244242a137230d6edb0c6f",
            "2430788b5f9e45ceb64305fb965ac005",
            "f1a1ac55925e4472871ab3008da91d5e",
            "d1029957561c4e3d8a3d4b4712dc14ad",
            "6c73d1e483334bbbbf7c48940f89bfae",
            "d07077d712764f2182a7f3cdcb89ea07",
            "3cd58f7c4f5f4c438b88c8df7afe0ec2",
            "0534eae3c1c040e6b552bd2c018ef58e",
            "5d53ea97e6b241898e258b18aac498b9",
            "e742e2e534a6436ab3b45303462b9459",
            "d09f431c5caf47c4b9202d32a9673fb5",
            "e10ba1ad61244d569ebf00b70571c3bc",
            "f6800b5327c34fe2b0c6d56950636eaa",
            "41e2561a00bc4fa4ab441e48750a5f4b",
            "d70c227e6f064c8e9ddb1ae3cbd332ec",
            "e42163a497b94fc29e418840014b1f5b",
            "06448f6435274db78916d3b10dec6d9a",
            "b83bc27d9b1548cd8d332848a1a4ed6d",
            "eb1008bad95e40fd88060cf52e7dca85",
            "a4797e145e7f4d9c82b6298d454b56fe",
            "f27a993802654b23954af0e4d5ee94dd",
            "5c6fa603372d4a999ad8516c8775bd82",
            "d70ef2e41d2d466e86c13ca623e038c7",
            "0e524ffa51e242b6aa41203de4b076ab",
            "3342b222cb8a40219a187e59e6787547",
            "5098ebd0ce48437a9ce567c0ea5ff2bc",
            "691fbad3543e4d519dd37c75ea00d454",
            "9e57732f47b8416b8faafe3db476ee3a",
            "8a55103ca5c5405e96e8cbc9c66dce44",
            "6905fb39270442459b385c150a607e26",
            "cfe9ad21e52c4347a4bfb6499ccc484c",
            "e0b915fbc5024cac8e3fed5f7b74700e",
            "b7f081edf93d492f9bfdf12d956bc804",
            "2b0fbdda2f024c48adcd282693e1de2f",
            "26305725d69d405e9bae0da3ef528ed3",
            "551c634b718b420bb3e85973e82bcbf1",
            "1470498e76414f3b931194f763a6647b",
            "8b5e1fd446014d1296b68fae56e1fa25",
            "215660a22f5a403c91b0fbb6e8e168e9",
            "0525a7f3cd4e490d9fca29391998cd5d",
            "44a8aa1a58c1495e9fc29d93dc6d00e7",
            "95ca7e790d984a3c8b881f57e7b5b69b",
            "33b16952e196403db8b6dd6e050b4064",
            "3684d389e0ae4e3a923e75c54ee1cb7d",
            "42edfd3fea6549a7bad40f0ac138612b",
            "d2d555f9c5d94bd594a3b8c790c72549",
            "567eebed7f5d40e3b6bbc7bebf29601a",
            "84aed3fab98c41de9e514cc416639fc7",
            "3706a2e4ba334271b9c5a405de641ad2",
            "49691b87a24040f0ab60098c2a604426",
            "bbcbf946029747c08d85b3d5b1049c93",
            "30f13a81b672472db84654854a0bf529",
            "dd0037baf3df47299b2743d1f8fb4471",
            "ada343240af9446182d4f39476084c60",
            "412d3f989ebe4770bcbc6488aa3a8bf0",
            "0c12e54c635941fd8eab971abec08d97",
            "4214b8f2cbfb4e08b4a95ee9dc588002",
            "0b642c7e888f4b01aa13841b7bfa49db",
            "6468d10d58ef4270a00a9799b3ba53e0",
            "9a3763a185d540f9ba9916b3d58a6c73",
            "3f93cabdd2c84f82a79821028c7b7697",
            "d6850eeedf474475ba189da494ae281b",
            "f830b8604b9747d08e81c0564d7f42ff",
            "83844d605f8048639373a21f70ba89ed",
            "b0b66382a8584f11a52e0252a456698f",
            "cbbe24d7927d44d6ba4a1e380d066ee9",
            "7060987d8d5b48cf86eac43a0e125504",
            "85c5087b5ca6431fbe3af777afdcedd0",
            "a331d05b74ba43e7bb36b99201281997",
            "43259436d86d41db946c335967479fb7",
            "d395a51508a84161a8d27a8af32373c8",
            "a06ad515de774843bcfe5d3ad22aaf71",
            "6a828a7c889746f29b73742d8082ca17",
            "2573ce1e37ee455fa8bf8911fb948760",
            "5629b68912544d69a10f7e9e19791492",
            "71c93df49d214cc393cf1483d19d0f1c",
            "11b6880ba6d94f42b6beb393d82c7c63",
            "9ff4dbc40a94404590cbd113ffe2f237",
            "95bf64196dfd48c09bc96b9b82a7ee78",
            "4b767b59794c48b0a97a41642a6ec037",
            "99d112129c944f7e9b2e2f23003ef427",
            "591f09bedce5419fbb5a1634608fde54",
            "2bf1ed7d19c94b4dbd01e7f067ae0ae5",
            "51076f0d98684f7684ec48674239edbc",
            "3b6219f448a4480a80d7363647f2242d",
            "2526493f686c46f09934d467fe3627e4",
            "d5048da789524704a3096785b3d99b91",
            "851941ceee2844a3a77edeacf12ffb43",
            "caf6042d6b4c4a548b65da8489b9432a",
            "3a49ff013620473f91416ac10b7c48fd",
            "dd905a9fc631401f97e31945f62f505c",
            "16a1b13153a94cf78d91f9d36fac6138",
            "c8c9d07764e6490e935bce65c2bc8735",
            "f260c84b4c51421a8ad46672c0d39572",
            "cf7a0946dcb945bbb2a640c0d27e16d8",
            "dd75683186f44e94816e106509680e39",
            "beefcf226a1f41678ad6e15fcc9a7f32",
            "16645969fbfa4b8684b87e3ed736e0e1",
            "d3fd19111cb44c05a4373e043a7c96fe",
            "857a49e291bc4fd58c168f1319b71290",
            "cc1d1f35dc6d40ffb2592403726e39ec",
            "9c9ee6d0c84944b3b0b556e94c515467",
            "efe6a1dbbb7a4d459a1cf69e5238a826",
            "f66e8b8f1a084b80a5e9aded593fbbfb",
            "84025b93aaa84005bb113641a4c59e07",
            "30c0a18b8f8b4832ac6c68af8b83527a",
            "da68b2af9e8241b7a7f013e563d6d55f",
            "ab134c170919468787bc5a6f729dcadc",
            "5e3b36dd9ae54a1497f3887f78f19ebc",
            "786a0071f0e945138326098ffcd7a5be",
            "402c8cdd43174f60974d1da03b3fa485",
            "1c4e30c5104e454999ccd294823c8657",
            "a830e29aa32e44cabf350eeeec3608da",
            "7f041ffb8a824253b183d5111f3abf6d",
            "8f263f36338b44d0806c0d8c6f8674ea",
            "446f61835e52455ab55b6ffe454c81cd",
            "54914884efa2442a8f19d618e45cb88b",
            "39d71f78d89c48e5bd2e3cf77ce4fbf3",
            "e41aacb34a604988b3e1bd6af388b11a",
            "c0acdd072cba4d3898251c9e9d10c808",
            "8365097ff4c14f13b857696d59f40618",
            "13ce542640f440d9bc4214eb759642bd",
            "83a2277d0ec64ed38a73a334c7a80459",
            "cec8ce53210749b39a35ae4789f6d524",
            "a9697bea8ee841e3bccfbcf0e12e868b",
            "d55d1b1c00154232bbc1db08bc2e62ff",
            "5ccf2a3b707f4dba8539af3d7e82e517",
            "c902462802b340c49537ed2e1fc23207",
            "0dea4dd4bd8b4eb9a219023cb83c0f4b",
            "c6a1b0fc046f405b80d1808792a95bad",
            "eaeb7099af124696a387a5cebd9a0b31",
            "8e75f4ad057149a79fdd5918f1a74df5",
            "0d62cf6eb09e4f7ab4e16a3b98edde25",
            "d03733cfaf434f95992ce818bbaed0b9",
            "eca2a6085a304723ab30d0e833ad488e",
            "e736bc162b184941b0cbf394f6f8c7ec",
            "37c91d58bc144d30a7c1194bd1e586ac",
            "1cdd117568dd4bd6a323bdf928492b6c",
            "f62ba2dac83043eeb73a7b01fe0a3ccb",
            "9370664601224bcf8c56ca15b1be96fc",
            "05ae8046010d4723b40983abee1e3dc9",
            "36969d3879f145a28b410d89fc8f1120",
            "55f98158fe0d40d99527f57192347cdd",
            "d8b6cdf3e3fa44809d8881f48f13f85b",
            "8f5815baafb34c188b4d9d47c7a992e8",
            "bc23d03371f14ab9bcd62c11c8e9ef2e",
            "038e8dd0c610417da04279346e2aebaa",
            "1ee3f605a30c468b8780a0b5cd17b983",
            "c235a6785ba449358a2be8801f3614da",
            "a46d4c411c75484ebb57ddfcf36b435b",
            "307333bd8de445de8c3af636c9ada501"
          ]
        },
        "outputId": "20dddedb-d2fc-47e1-ae15-db5ed36b45c4"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Resolving data files:   0%|          | 0/2158 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "2126547d342b43179be7ee0863a2cce5"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Resolving data files:   0%|          | 0/540 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "a6c497e4ede74d29bdae820fbc346f8e"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Resolving data files:   0%|          | 0/51606 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "5d53ea97e6b241898e258b18aac498b9"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading data files:   0%|          | 0/2158 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "a4797e145e7f4d9c82b6298d454b56fe"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading data files: 0it [00:00, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "cfe9ad21e52c4347a4bfb6499ccc484c"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Extracting data files: 0it [00:00, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "95ca7e790d984a3c8b881f57e7b5b69b"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading data files:   0%|          | 0/540 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "dd0037baf3df47299b2743d1f8fb4471"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading data files: 0it [00:00, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "83844d605f8048639373a21f70ba89ed"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Extracting data files: 0it [00:00, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "5629b68912544d69a10f7e9e19791492"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading data files:   0%|          | 0/51606 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "2526493f686c46f09934d467fe3627e4"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading data files: 0it [00:00, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "beefcf226a1f41678ad6e15fcc9a7f32"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Extracting data files: 0it [00:00, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "ab134c170919468787bc5a6f729dcadc"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Generating train split: 0 examples [00:00, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "e41aacb34a604988b3e1bd6af388b11a"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Generating validation split: 0 examples [00:00, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "c6a1b0fc046f405b80d1808792a95bad"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Generating test split: 0 examples [00:00, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "05ae8046010d4723b40983abee1e3dc9"
            }
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## 모델, 토크나이저 다운로드(중요)"
      ],
      "metadata": {
        "id": "7UEI8VYXuW2D"
      }
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "Z3cLVrtoA8Gp"
      },
      "outputs": [],
      "source": [
        "# 실제 실험에서는 다르게 설정할 것.\n",
        "# NUM_LABELS는 건들지 말 것.\n",
        "\n",
        "NUM_LABELS = 39\n",
        "BATCH_SIZE = 32\n",
        "EPOCHS = 200"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import torch\n",
        "from transformers import AutoImageProcessor\n",
        "\n",
        "import torch_xla.core.xla_model as xm\n",
        "import torch_xla.distributed.xla_multiprocessing as xmp\n",
        "\n",
        "# 수정 1 =====================================\n",
        "\n",
        "# model_ckpt: 원하는 모델을 아래에서 검색 후, 이름 붙여넣기(ctrl + click하면 들어가짐)\n",
        "# https://huggingface.co/models?pipeline_tag=image-classification&sort=trending\n",
        "\n",
        "# model_name: 모델을 드라이브에 저장할 이름\n",
        "# save_dir: 모델을 저장할 경로\n",
        "\n",
        "model_ckpt = 'google/vit-base-patch16-224-in21k'\n",
        "save_dir = f'/content/drive/MyDrive/saki_model/{model_ckpt}'\n",
        "\n",
        "# ============================================\n",
        "\n",
        "device = xm.xla_device()\n",
        "\n",
        "processor = AutoImageProcessor.from_pretrained(model_ckpt)"
      ],
      "metadata": {
        "id": "Gl9H_XdofNd1",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 81,
          "referenced_widgets": [
            "bed4a0ea977b427c997580c1d3e9af27",
            "a865aa71878d407bb950418bf3cfd593",
            "25f2448b5a9142bfa77b250a4ef650e9",
            "41f062127b50449ebab2c5b0470ac43f",
            "f7c3babc24814289be39be906317a046",
            "8e56cf53d6f24f07971c10a0175c2343",
            "0e70a5e0ec614b7e8a032c289b4ba8dd",
            "477f57d7687f4d1b8303e72d9f288bbe",
            "8ba2d0910ae74c2b87a96cff5b48dde3",
            "779e3ac27a5843a9b7e7c094713da511",
            "80148132ce864e09a7ed5092646a9b1f",
            "5994e9f71acc48f49c4e3292050041fc",
            "ee03cbed11914eddbcb5f490964995b8",
            "303086ae5f7340a083d71aac032cddc8",
            "c25d92e6a856429997c3b48447fba610",
            "9a790f2221774708bbb53301c114e370",
            "cd8a27a8e7594a9aa82d05a206143b7c",
            "43ad419e25ad42c6965429dd22b72a59",
            "09cadf0a12074479af23c79864eba8e5",
            "bd5ead571e8642469249aa6b0b057757",
            "746bf42866334f69ab698a25348f0408",
            "ba7d88d9d4c545f3851f6b6aef642b5c"
          ]
        },
        "outputId": "9790b13c-4f42-4d51-82d9-5d4cfa4e59a6"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading (…)rocessor_config.json:   0%|          | 0.00/160 [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "bed4a0ea977b427c997580c1d3e9af27"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading (…)lve/main/config.json:   0%|          | 0.00/502 [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "5994e9f71acc48f49c4e3292050041fc"
            }
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from transformers import AutoModelForImageClassification\n",
        "\n",
        "# 수정 2-1 =====================================\n",
        "\n",
        "# [주의] 수정 2-1, 2-2 중 하나는 주석 처리할 것.\n",
        "# 만약 원래 코드를 그대로 쓰고 싶으면 선택\n",
        "\n",
        "def Model():\n",
        "    return (AutoModelForImageClassification\n",
        "            .from_pretrained(model_ckpt, num_labels=NUM_LABELS, ignore_mismatched_sizes=True)\n",
        "            .to(device))\n",
        "\n",
        "# =============================================="
      ],
      "metadata": {
        "id": "GLeJlxAuiMzY"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# import torch.nn as nn\n",
        "# from transformers import AutoModel\n",
        "\n",
        "# # 수정 2-2 =====================================\n",
        "\n",
        "# # [주의] 수정 2-1, 2-2 중 하나는 주석 처리할 것.\n",
        "# # 원래 코드의 classifier를 고치고 싶다면 선택\n",
        "\n",
        "# class Model(nn.Module):\n",
        "#     def __init__(self):\n",
        "#         super(Model, self).__init__()\n",
        "#         self.model = AutoModel.from_pretrained(model_ckpt)\n",
        "#         self.classifier = nn.Linear(self.model.config.hidden_size, NUM_LABELS)\n",
        "#         self.loss = nn.BCEWithLogitsLoss()\n",
        "\n",
        "#     def forward(self, pixel_values, labels=None):\n",
        "\n",
        "#         # hidden.last_hidden_state도 있음...\n",
        "\n",
        "#         hidden = self.model(pixel_values=pixel_values).pooler_output\n",
        "#         logits = self.classifier(hidden)\n",
        "#         loss = self.loss(logits, labels)\n",
        "\n",
        "#         model_output = {\n",
        "#             'loss': loss,\n",
        "#             'logits': logits\n",
        "#         }\n",
        "\n",
        "#         return model_output\n",
        "\n",
        "# # =============================================="
      ],
      "metadata": {
        "id": "2RmebM59fKjN"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "## 데이터셋, 모델 상태 확인"
      ],
      "metadata": {
        "id": "pvohPp8-DB6f"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "dataset"
      ],
      "metadata": {
        "id": "VWDW_YEiDAj4",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "4fe8b3f9-1c09-4874-f861-0972be347a85"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "DatasetDict({\n",
              "    train: Dataset({\n",
              "        features: ['image', 'label'],\n",
              "        num_rows: 2158\n",
              "    })\n",
              "    validation: Dataset({\n",
              "        features: ['image', 'label'],\n",
              "        num_rows: 540\n",
              "    })\n",
              "    test: Dataset({\n",
              "        features: ['image', 'label'],\n",
              "        num_rows: 51606\n",
              "    })\n",
              "})"
            ]
          },
          "metadata": {},
          "execution_count": 9
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "dataset[\"train\"].features[\"label\"].names"
      ],
      "metadata": {
        "id": "iP4nstuV-prH",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "820de244-25b5-46d9-91f3-33afc06d19df"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "['Apple___Apple_scab',\n",
              " 'Apple___Black_rot',\n",
              " 'Apple___Cedar_apple_rust',\n",
              " 'Apple___healthy',\n",
              " 'Blueberry___healthy',\n",
              " 'Cherry___Powdery_mildew',\n",
              " 'Cherry___healthy',\n",
              " 'Corn___Cercospora_leaf_spot Gray_leaf_spot',\n",
              " 'Corn___Common_rust',\n",
              " 'Corn___Northern_Leaf_Blight',\n",
              " 'Corn___healthy',\n",
              " 'Grape___Black_rot',\n",
              " 'Grape___Esca_(Black_Measles)',\n",
              " 'Grape___Leaf_blight_(Isariopsis_Leaf_Spot)',\n",
              " 'Grape___healthy',\n",
              " 'Orange___Haunglongbing_(Citrus_greening)',\n",
              " 'Peach___Bacterial_spot',\n",
              " 'Peach___healthy',\n",
              " 'Pepper,_bell___Bacterial_spot',\n",
              " 'Pepper,_bell___healthy',\n",
              " 'Potato___Early_blight',\n",
              " 'Potato___Late_blight',\n",
              " 'Potato___healthy',\n",
              " 'Raspberry___healthy',\n",
              " 'Soybean___healthy',\n",
              " 'Squash___Powdery_mildew',\n",
              " 'Strawberry___Leaf_scorch',\n",
              " 'Strawberry___healthy',\n",
              " 'Tomato___Bacterial_spot',\n",
              " 'Tomato___Early_blight',\n",
              " 'Tomato___Late_blight',\n",
              " 'Tomato___Leaf_Mold',\n",
              " 'Tomato___Septoria_leaf_spot',\n",
              " 'Tomato___Spider_mites Two-spotted_spider_mite',\n",
              " 'Tomato___Target_Spot',\n",
              " 'Tomato___Tomato_Yellow_Leaf_Curl_Virus',\n",
              " 'Tomato___Tomato_mosaic_virus',\n",
              " 'Tomato___healthy']"
            ]
          },
          "metadata": {},
          "execution_count": 10
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "processor"
      ],
      "metadata": {
        "id": "8EQdn3qm8aa1",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "4c0b9b32-0597-4366-f92a-f24c3f196ba6"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "ViTImageProcessor {\n",
              "  \"do_normalize\": true,\n",
              "  \"do_rescale\": true,\n",
              "  \"do_resize\": true,\n",
              "  \"image_mean\": [\n",
              "    0.5,\n",
              "    0.5,\n",
              "    0.5\n",
              "  ],\n",
              "  \"image_processor_type\": \"ViTImageProcessor\",\n",
              "  \"image_std\": [\n",
              "    0.5,\n",
              "    0.5,\n",
              "    0.5\n",
              "  ],\n",
              "  \"resample\": 2,\n",
              "  \"rescale_factor\": 0.00392156862745098,\n",
              "  \"size\": {\n",
              "    \"height\": 224,\n",
              "    \"width\": 224\n",
              "  }\n",
              "}"
            ]
          },
          "metadata": {},
          "execution_count": 11
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "Model()"
      ],
      "metadata": {
        "id": "GiEazkxq8nwW",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 809,
          "referenced_widgets": [
            "f69b346b72f74babb31075e1f9e7ce3e",
            "8d55e35b3d5c4bfbbcb6901a45b1a0b7",
            "b827d25c7ec64fce864ae5f135232247",
            "955bad1e1efc4a8aabb6573ebb18b039",
            "a502d4a9783542aa95c746ee2ab0f818",
            "494ac9f68cfd41c2a48efee452ca8929",
            "1e214b1f8ab54652afd8e01c9b19911a",
            "e94cb13bc87346bbb4dcd18c044b03ed",
            "bb559a6b63ac44e591a59a9bd5509d82",
            "5d2c3d7bc44e4abaa1872d3cfa118719",
            "c494e0e21ee8414d9542d478c3005c17"
          ]
        },
        "outputId": "8d70b1a4-3719-4a9b-a7f5-a99a461ac45f"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading pytorch_model.bin:   0%|          | 0.00/346M [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "f69b346b72f74babb31075e1f9e7ce3e"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Some weights of ViTForImageClassification were not initialized from the model checkpoint at google/vit-base-patch16-224-in21k and are newly initialized: ['classifier.weight', 'classifier.bias']\n",
            "You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.\n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "ViTForImageClassification(\n",
              "  (vit): ViTModel(\n",
              "    (embeddings): ViTEmbeddings(\n",
              "      (patch_embeddings): ViTPatchEmbeddings(\n",
              "        (projection): Conv2d(3, 768, kernel_size=(16, 16), stride=(16, 16))\n",
              "      )\n",
              "      (dropout): Dropout(p=0.0, inplace=False)\n",
              "    )\n",
              "    (encoder): ViTEncoder(\n",
              "      (layer): ModuleList(\n",
              "        (0-11): 12 x ViTLayer(\n",
              "          (attention): ViTAttention(\n",
              "            (attention): ViTSelfAttention(\n",
              "              (query): Linear(in_features=768, out_features=768, bias=True)\n",
              "              (key): Linear(in_features=768, out_features=768, bias=True)\n",
              "              (value): Linear(in_features=768, out_features=768, bias=True)\n",
              "              (dropout): Dropout(p=0.0, inplace=False)\n",
              "            )\n",
              "            (output): ViTSelfOutput(\n",
              "              (dense): Linear(in_features=768, out_features=768, bias=True)\n",
              "              (dropout): Dropout(p=0.0, inplace=False)\n",
              "            )\n",
              "          )\n",
              "          (intermediate): ViTIntermediate(\n",
              "            (dense): Linear(in_features=768, out_features=3072, bias=True)\n",
              "            (intermediate_act_fn): GELUActivation()\n",
              "          )\n",
              "          (output): ViTOutput(\n",
              "            (dense): Linear(in_features=3072, out_features=768, bias=True)\n",
              "            (dropout): Dropout(p=0.0, inplace=False)\n",
              "          )\n",
              "          (layernorm_before): LayerNorm((768,), eps=1e-12, elementwise_affine=True)\n",
              "          (layernorm_after): LayerNorm((768,), eps=1e-12, elementwise_affine=True)\n",
              "        )\n",
              "      )\n",
              "    )\n",
              "    (layernorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True)\n",
              "  )\n",
              "  (classifier): Linear(in_features=768, out_features=38, bias=True)\n",
              ")"
            ]
          },
          "metadata": {},
          "execution_count": 12
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## 모델 학습 준비"
      ],
      "metadata": {
        "id": "R81Spya_z9f9"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import torch.nn.functional as F\n",
        "\n",
        "def transform(example_batch):\n",
        "    inputs = processor([x for x in example_batch['image']], return_tensors='pt')\n",
        "    inputs['labels'] = example_batch['label']\n",
        "    return inputs\n",
        "\n",
        "def collate_fn(batch):\n",
        "    return {\n",
        "        'pixel_values': torch.stack([x['pixel_values'] for x in batch]),\n",
        "        'labels': torch.stack(\n",
        "            [F.one_hot(torch.tensor(x['labels']), num_classes=NUM_LABELS).type(torch.float) for x in batch]\n",
        "        )\n",
        "    }"
      ],
      "metadata": {
        "id": "RvsyiGnaFM2S"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "import torch\n",
        "import torch.nn.functional as F\n",
        "from torchmetrics import Accuracy, F1Score, HammingDistance, AUROC, ExactMatch\n",
        "\n",
        "def compute_metrics(eval_pred):\n",
        "\n",
        "\n",
        "    # 수정 3 ==============================================\n",
        "\n",
        "    # eval_pred: model에서 나온 output값.\n",
        "    # 여기를 수정하면 원하는 방향으로 metrics를 조작 가능\n",
        "\n",
        "    logits, labels = eval_pred\n",
        "    logits = torch.Tensor(logits)\n",
        "    labels = torch.Tensor(labels).long()\n",
        "\n",
        "    probs = logits\n",
        "    preds = torch.zeros(size = probs.size())\n",
        "    for i in range(len(probs)):\n",
        "        preds[i][torch.argmax(probs[i])] = 1\n",
        "\n",
        "    accuracy = Accuracy(task='multilabel', num_labels=NUM_LABELS)\n",
        "    f1_macro = F1Score(task=\"multilabel\", num_labels=NUM_LABELS, average='macro')\n",
        "    f1_micro = F1Score(task=\"multilabel\", num_labels=NUM_LABELS, average='micro')\n",
        "    f1_weight = F1Score(task=\"multilabel\", num_labels=NUM_LABELS, average='weighted')\n",
        "    em = ExactMatch(task='multiclass', num_classes=2)\n",
        "    auroc = AUROC(task='multilabel', num_labels=NUM_LABELS, average='micro')\n",
        "    hamming = HammingDistance(task=\"multiclass\", num_classes=2)\n",
        "\n",
        "    each_f1_score = F1Score(task='multilabel', num_labels=NUM_LABELS, average=None)\n",
        "\n",
        "    metrics = {'accuracy': accuracy(preds, labels),\n",
        "               'f1_macro': f1_macro(preds, labels),\n",
        "               'f1_micro': f1_micro(preds, labels),\n",
        "               'f1_weighted': f1_weight(preds, labels),\n",
        "               'auroc': auroc(preds, labels),\n",
        "               'em': em(preds, labels),\n",
        "               'hamming_loss': hamming(preds, labels)} | dict(zip(map(str, range(NUM_LABELS)), each_f1_score(preds, labels)))\n",
        "\n",
        "    # =======================================================\n",
        "\n",
        "    return metrics"
      ],
      "metadata": {
        "id": "tWpBzaObfus7"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "train, validation, test = dataset.with_transform(transform).values()"
      ],
      "metadata": {
        "id": "-xkgzD0l1PhT"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "# 모델 학습"
      ],
      "metadata": {
        "id": "CP5GGhvC1G13"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from transformers import TrainingArguments, Trainer\n",
        "\n",
        "training_args = TrainingArguments(\n",
        "    output_dir=\"/content/model\",\n",
        "    do_train=True,\n",
        "    do_eval=True,\n",
        "    num_train_epochs=EPOCHS,\n",
        "    per_device_train_batch_size=BATCH_SIZE,\n",
        "    per_device_eval_batch_size=BATCH_SIZE,\n",
        "    logging_strategy=\"epoch\",\n",
        "    logging_dir='./logs',\n",
        "    learning_rate=2e-5,\n",
        "    run_name=\"v1\",\n",
        "    seed=42,\n",
        "    remove_unused_columns=False,\n",
        "\n",
        "    # 수정 4 =============================\n",
        "\n",
        "    # 부정확하지만 빠르고 용량 적게 먹는 학습:\n",
        "    # evaluation_strategy=\"epoch\", save_strategy=\"no\"\n",
        "\n",
        "    # 좀 더 정확한 학습:\n",
        "    evaluation_strategy=\"epoch\", save_strategy=\"epoch\", load_best_model_at_end=True, metric_for_best_model='eval_f1_macro', save_total_limit=1,\n",
        "\n",
        "    # 좀 더 많이 정확한 학습(숫자 수정 가능):\n",
        "    #evaluation_strategy=\"steps\", eval_steps=100, save_strategy=\"steps\", load_best_model_at_end=True, metric_for_best_model='eval_f1_score', save_total_limit=1,\n",
        "\n",
        "    # ====================================\n",
        "\n",
        ")"
      ],
      "metadata": {
        "id": "4wlaHbNyfxKG"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "def _mp_train_fn(index=None, frags=None):\n",
        "\n",
        "    model = Model().to(device)\n",
        "\n",
        "    trainer = Trainer(\n",
        "        model=model,\n",
        "        args=training_args,\n",
        "        train_dataset=train,\n",
        "        eval_dataset=validation,\n",
        "        compute_metrics=compute_metrics,\n",
        "        tokenizer=processor,\n",
        "        data_collator=collate_fn,\n",
        "    )\n",
        "\n",
        "    try: trainer.train()\n",
        "    finally: trainer.save_model()"
      ],
      "metadata": {
        "id": "W_KHCLED5iD3"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "xmp.spawn(_mp_train_fn, args=(), nprocs=1, start_method='fork')"
      ],
      "metadata": {
        "id": "tW0gIqySf0xQ",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "8510345d-4180-4684-8c95-81565f4d4d30"
      },
      "execution_count": null,
      "outputs": [
        {
          "metadata": {
            "tags": null
          },
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "Some weights of ViTForImageClassification were not initialized from the model checkpoint at google/vit-base-patch16-224-in21k and are newly initialized: ['classifier.weight', 'classifier.bias']\n",
            "You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.\n"
          ]
        },
        {
          "data": {
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='7890' max='13600' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [ 7890/13600 2:15:06 < 1:37:48, 0.97 it/s, Epoch 116.01/200]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Accuracy</th>\n",
              "      <th>F1 Macro</th>\n",
              "      <th>F1 Micro</th>\n",
              "      <th>F1 Weighted</th>\n",
              "      <th>Auroc</th>\n",
              "      <th>Em</th>\n",
              "      <th>Hamming Loss</th>\n",
              "      <th>0</th>\n",
              "      <th>1</th>\n",
              "      <th>2</th>\n",
              "      <th>3</th>\n",
              "      <th>4</th>\n",
              "      <th>5</th>\n",
              "      <th>6</th>\n",
              "      <th>7</th>\n",
              "      <th>8</th>\n",
              "      <th>9</th>\n",
              "      <th>10</th>\n",
              "      <th>11</th>\n",
              "      <th>12</th>\n",
              "      <th>13</th>\n",
              "      <th>14</th>\n",
              "      <th>15</th>\n",
              "      <th>16</th>\n",
              "      <th>17</th>\n",
              "      <th>18</th>\n",
              "      <th>19</th>\n",
              "      <th>20</th>\n",
              "      <th>21</th>\n",
              "      <th>22</th>\n",
              "      <th>23</th>\n",
              "      <th>24</th>\n",
              "      <th>25</th>\n",
              "      <th>26</th>\n",
              "      <th>27</th>\n",
              "      <th>28</th>\n",
              "      <th>29</th>\n",
              "      <th>30</th>\n",
              "      <th>31</th>\n",
              "      <th>32</th>\n",
              "      <th>33</th>\n",
              "      <th>34</th>\n",
              "      <th>35</th>\n",
              "      <th>36</th>\n",
              "      <th>37</th>\n",
              "      <th>Runtime</th>\n",
              "      <th>Samples Per Second</th>\n",
              "      <th>Steps Per Second</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.526800</td>\n",
              "      <td>0.439112</td>\n",
              "      <td>0.953050</td>\n",
              "      <td>0.021313</td>\n",
              "      <td>0.107955</td>\n",
              "      <td>0.031578</td>\n",
              "      <td>0.541923</td>\n",
              "      <td>0.107955</td>\n",
              "      <td>0.046950</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.631579</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.178322</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>17.370300</td>\n",
              "      <td>31.318000</td>\n",
              "      <td>0.979000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.406200</td>\n",
              "      <td>0.376088</td>\n",
              "      <td>0.953216</td>\n",
              "      <td>0.026151</td>\n",
              "      <td>0.111111</td>\n",
              "      <td>0.034762</td>\n",
              "      <td>0.543544</td>\n",
              "      <td>0.111111</td>\n",
              "      <td>0.046784</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.818182</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.175559</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>9.910900</td>\n",
              "      <td>54.889000</td>\n",
              "      <td>1.715000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.350800</td>\n",
              "      <td>0.326305</td>\n",
              "      <td>0.953021</td>\n",
              "      <td>0.023025</td>\n",
              "      <td>0.107407</td>\n",
              "      <td>0.032079</td>\n",
              "      <td>0.541642</td>\n",
              "      <td>0.107407</td>\n",
              "      <td>0.046979</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.700000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.174957</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>7.316200</td>\n",
              "      <td>74.355000</td>\n",
              "      <td>2.324000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.305100</td>\n",
              "      <td>0.284664</td>\n",
              "      <td>0.954094</td>\n",
              "      <td>0.032110</td>\n",
              "      <td>0.127778</td>\n",
              "      <td>0.058066</td>\n",
              "      <td>0.552102</td>\n",
              "      <td>0.127778</td>\n",
              "      <td>0.045906</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.814815</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.225806</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.179577</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>6.853500</td>\n",
              "      <td>79.376000</td>\n",
              "      <td>2.480000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>5</td>\n",
              "      <td>0.267200</td>\n",
              "      <td>0.250348</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.064282</td>\n",
              "      <td>0.225926</td>\n",
              "      <td>0.176477</td>\n",
              "      <td>0.602502</td>\n",
              "      <td>0.225926</td>\n",
              "      <td>0.040741</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.705882</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.153846</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.741573</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.200393</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.641026</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>13.603400</td>\n",
              "      <td>39.990000</td>\n",
              "      <td>1.250000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>6</td>\n",
              "      <td>0.236000</td>\n",
              "      <td>0.222232</td>\n",
              "      <td>0.964717</td>\n",
              "      <td>0.099870</td>\n",
              "      <td>0.329630</td>\n",
              "      <td>0.250166</td>\n",
              "      <td>0.655756</td>\n",
              "      <td>0.329630</td>\n",
              "      <td>0.035283</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.648649</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.955752</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.241706</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.097561</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.942308</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>9.147200</td>\n",
              "      <td>59.472000</td>\n",
              "      <td>1.858000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>7</td>\n",
              "      <td>0.210500</td>\n",
              "      <td>0.199395</td>\n",
              "      <td>0.965302</td>\n",
              "      <td>0.101136</td>\n",
              "      <td>0.340741</td>\n",
              "      <td>0.240415</td>\n",
              "      <td>0.661461</td>\n",
              "      <td>0.340741</td>\n",
              "      <td>0.034698</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.727273</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.960000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.916667</td>\n",
              "      <td>0.083333</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.248175</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.095238</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.812500</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>7.519600</td>\n",
              "      <td>72.344000</td>\n",
              "      <td>2.261000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>8</td>\n",
              "      <td>0.189800</td>\n",
              "      <td>0.180841</td>\n",
              "      <td>0.965887</td>\n",
              "      <td>0.102996</td>\n",
              "      <td>0.351852</td>\n",
              "      <td>0.236553</td>\n",
              "      <td>0.667167</td>\n",
              "      <td>0.351852</td>\n",
              "      <td>0.034113</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.631579</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.960000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.802920</td>\n",
              "      <td>0.516129</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.280992</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.722222</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>6.669100</td>\n",
              "      <td>81.570000</td>\n",
              "      <td>2.549000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>9</td>\n",
              "      <td>0.173100</td>\n",
              "      <td>0.165813</td>\n",
              "      <td>0.966764</td>\n",
              "      <td>0.113589</td>\n",
              "      <td>0.368519</td>\n",
              "      <td>0.243970</td>\n",
              "      <td>0.675726</td>\n",
              "      <td>0.368519</td>\n",
              "      <td>0.033236</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.615385</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.960000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.691824</td>\n",
              "      <td>0.722222</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.317757</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.193548</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.697987</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.117647</td>\n",
              "      <td>6.781700</td>\n",
              "      <td>80.216000</td>\n",
              "      <td>2.507000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>10</td>\n",
              "      <td>0.159300</td>\n",
              "      <td>0.153384</td>\n",
              "      <td>0.969980</td>\n",
              "      <td>0.193741</td>\n",
              "      <td>0.429630</td>\n",
              "      <td>0.337137</td>\n",
              "      <td>0.707107</td>\n",
              "      <td>0.429630</td>\n",
              "      <td>0.030020</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.774194</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>0.960000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.797101</td>\n",
              "      <td>0.904762</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.320755</td>\n",
              "      <td>0.500000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.320000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.190476</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.200000</td>\n",
              "      <td>0.315789</td>\n",
              "      <td>0.662420</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>9.406400</td>\n",
              "      <td>57.833000</td>\n",
              "      <td>1.807000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>11</td>\n",
              "      <td>0.147800</td>\n",
              "      <td>0.142920</td>\n",
              "      <td>0.973489</td>\n",
              "      <td>0.243995</td>\n",
              "      <td>0.496296</td>\n",
              "      <td>0.391985</td>\n",
              "      <td>0.741341</td>\n",
              "      <td>0.496296</td>\n",
              "      <td>0.026511</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.695652</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.700000</td>\n",
              "      <td>0.960000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.687500</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.412955</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.600000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.190476</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.296296</td>\n",
              "      <td>0.133333</td>\n",
              "      <td>0.630303</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>6.677600</td>\n",
              "      <td>81.466000</td>\n",
              "      <td>2.546000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>12</td>\n",
              "      <td>0.138100</td>\n",
              "      <td>0.134035</td>\n",
              "      <td>0.977290</td>\n",
              "      <td>0.323258</td>\n",
              "      <td>0.568519</td>\n",
              "      <td>0.486907</td>\n",
              "      <td>0.778428</td>\n",
              "      <td>0.568519</td>\n",
              "      <td>0.022710</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.380952</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.782609</td>\n",
              "      <td>0.960000</td>\n",
              "      <td>0.285714</td>\n",
              "      <td>0.880000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.827068</td>\n",
              "      <td>0.897959</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.423237</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.307692</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.347826</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.105263</td>\n",
              "      <td>0.300000</td>\n",
              "      <td>0.421053</td>\n",
              "      <td>0.638037</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>8.407800</td>\n",
              "      <td>64.701000</td>\n",
              "      <td>2.022000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>13</td>\n",
              "      <td>0.129700</td>\n",
              "      <td>0.126387</td>\n",
              "      <td>0.979969</td>\n",
              "      <td>0.381606</td>\n",
              "      <td>0.619403</td>\n",
              "      <td>0.548909</td>\n",
              "      <td>0.804558</td>\n",
              "      <td>0.619403</td>\n",
              "      <td>0.020031</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.380952</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.782609</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.588235</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.181818</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.839695</td>\n",
              "      <td>0.897959</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.181818</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.461538</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.625000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.416667</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.560000</td>\n",
              "      <td>0.521739</td>\n",
              "      <td>0.625000</td>\n",
              "      <td>0.697987</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>13.810700</td>\n",
              "      <td>39.390000</td>\n",
              "      <td>1.231000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>14</td>\n",
              "      <td>0.122300</td>\n",
              "      <td>0.119634</td>\n",
              "      <td>0.983626</td>\n",
              "      <td>0.437600</td>\n",
              "      <td>0.688889</td>\n",
              "      <td>0.616601</td>\n",
              "      <td>0.840240</td>\n",
              "      <td>0.688889</td>\n",
              "      <td>0.016374</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.181818</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.782609</td>\n",
              "      <td>0.960000</td>\n",
              "      <td>0.736842</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.687500</td>\n",
              "      <td>0.862745</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.621951</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.893617</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.560000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.914286</td>\n",
              "      <td>7.203800</td>\n",
              "      <td>75.516000</td>\n",
              "      <td>2.360000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>15</td>\n",
              "      <td>0.115600</td>\n",
              "      <td>0.113367</td>\n",
              "      <td>0.987427</td>\n",
              "      <td>0.529268</td>\n",
              "      <td>0.761111</td>\n",
              "      <td>0.704502</td>\n",
              "      <td>0.877327</td>\n",
              "      <td>0.761111</td>\n",
              "      <td>0.012573</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.714286</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.461538</td>\n",
              "      <td>0.400000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.797101</td>\n",
              "      <td>0.916667</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>0.181818</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.653846</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.893617</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.914286</td>\n",
              "      <td>0.789474</td>\n",
              "      <td>0.720000</td>\n",
              "      <td>0.832000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>9.848900</td>\n",
              "      <td>55.235000</td>\n",
              "      <td>1.726000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>16</td>\n",
              "      <td>0.109500</td>\n",
              "      <td>0.108111</td>\n",
              "      <td>0.987817</td>\n",
              "      <td>0.539888</td>\n",
              "      <td>0.768519</td>\n",
              "      <td>0.723178</td>\n",
              "      <td>0.881131</td>\n",
              "      <td>0.768519</td>\n",
              "      <td>0.012183</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.714286</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.400000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.916667</td>\n",
              "      <td>0.958333</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.695652</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.566667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.837209</td>\n",
              "      <td>0.896552</td>\n",
              "      <td>0.740741</td>\n",
              "      <td>0.928571</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>7.490500</td>\n",
              "      <td>72.625000</td>\n",
              "      <td>2.270000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>17</td>\n",
              "      <td>0.104100</td>\n",
              "      <td>0.102714</td>\n",
              "      <td>0.990741</td>\n",
              "      <td>0.599936</td>\n",
              "      <td>0.824074</td>\n",
              "      <td>0.772196</td>\n",
              "      <td>0.909660</td>\n",
              "      <td>0.824074</td>\n",
              "      <td>0.009259</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.866142</td>\n",
              "      <td>0.938776</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.896552</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.796875</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.913043</td>\n",
              "      <td>0.181818</td>\n",
              "      <td>0.810811</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.871795</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.809160</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>9.341300</td>\n",
              "      <td>58.236000</td>\n",
              "      <td>1.820000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>18</td>\n",
              "      <td>0.098700</td>\n",
              "      <td>0.097913</td>\n",
              "      <td>0.992300</td>\n",
              "      <td>0.650010</td>\n",
              "      <td>0.853704</td>\n",
              "      <td>0.813931</td>\n",
              "      <td>0.924875</td>\n",
              "      <td>0.853704</td>\n",
              "      <td>0.007700</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.769231</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.916667</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.901639</td>\n",
              "      <td>0.901961</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.571429</td>\n",
              "      <td>0.896552</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.954545</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>0.829268</td>\n",
              "      <td>0.200000</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>0.864865</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.859504</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>9.425900</td>\n",
              "      <td>57.714000</td>\n",
              "      <td>1.804000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>19</td>\n",
              "      <td>0.093900</td>\n",
              "      <td>0.093480</td>\n",
              "      <td>0.993567</td>\n",
              "      <td>0.708419</td>\n",
              "      <td>0.877778</td>\n",
              "      <td>0.850859</td>\n",
              "      <td>0.937237</td>\n",
              "      <td>0.877778</td>\n",
              "      <td>0.006433</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.444444</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.916667</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.924370</td>\n",
              "      <td>0.938776</td>\n",
              "      <td>0.400000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.879310</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.913043</td>\n",
              "      <td>0.461538</td>\n",
              "      <td>0.829268</td>\n",
              "      <td>0.615385</td>\n",
              "      <td>0.878049</td>\n",
              "      <td>0.914286</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>6.819600</td>\n",
              "      <td>79.771000</td>\n",
              "      <td>2.493000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>20</td>\n",
              "      <td>0.089400</td>\n",
              "      <td>0.089309</td>\n",
              "      <td>0.995224</td>\n",
              "      <td>0.767437</td>\n",
              "      <td>0.909259</td>\n",
              "      <td>0.891170</td>\n",
              "      <td>0.953403</td>\n",
              "      <td>0.909259</td>\n",
              "      <td>0.004776</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.916667</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>0.940171</td>\n",
              "      <td>0.920000</td>\n",
              "      <td>0.400000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.927273</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.400000</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.918919</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.896552</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>9.493800</td>\n",
              "      <td>57.300000</td>\n",
              "      <td>1.791000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>21</td>\n",
              "      <td>0.085000</td>\n",
              "      <td>0.085864</td>\n",
              "      <td>0.995906</td>\n",
              "      <td>0.814041</td>\n",
              "      <td>0.922222</td>\n",
              "      <td>0.911024</td>\n",
              "      <td>0.960060</td>\n",
              "      <td>0.922222</td>\n",
              "      <td>0.004094</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.571429</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.818182</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.571429</td>\n",
              "      <td>0.932203</td>\n",
              "      <td>0.920000</td>\n",
              "      <td>0.400000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.910714</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.918919</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.954128</td>\n",
              "      <td>0.400000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>8.987100</td>\n",
              "      <td>60.531000</td>\n",
              "      <td>1.892000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>22</td>\n",
              "      <td>0.081100</td>\n",
              "      <td>0.082065</td>\n",
              "      <td>0.996589</td>\n",
              "      <td>0.828331</td>\n",
              "      <td>0.935185</td>\n",
              "      <td>0.923028</td>\n",
              "      <td>0.966717</td>\n",
              "      <td>0.935185</td>\n",
              "      <td>0.003411</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.960000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.571429</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>0.920000</td>\n",
              "      <td>0.400000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.918919</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>9.209800</td>\n",
              "      <td>59.068000</td>\n",
              "      <td>1.846000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>23</td>\n",
              "      <td>0.077500</td>\n",
              "      <td>0.078811</td>\n",
              "      <td>0.996881</td>\n",
              "      <td>0.841719</td>\n",
              "      <td>0.940741</td>\n",
              "      <td>0.930011</td>\n",
              "      <td>0.969570</td>\n",
              "      <td>0.940741</td>\n",
              "      <td>0.003119</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.960000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.571429</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.910714</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>7.197200</td>\n",
              "      <td>75.585000</td>\n",
              "      <td>2.362000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>24</td>\n",
              "      <td>0.074100</td>\n",
              "      <td>0.075723</td>\n",
              "      <td>0.997368</td>\n",
              "      <td>0.875861</td>\n",
              "      <td>0.950000</td>\n",
              "      <td>0.943263</td>\n",
              "      <td>0.974324</td>\n",
              "      <td>0.950000</td>\n",
              "      <td>0.002632</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.400000</td>\n",
              "      <td>0.944444</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.918919</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>8.882300</td>\n",
              "      <td>61.246000</td>\n",
              "      <td>1.914000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>25</td>\n",
              "      <td>0.070800</td>\n",
              "      <td>0.073060</td>\n",
              "      <td>0.997076</td>\n",
              "      <td>0.873013</td>\n",
              "      <td>0.944444</td>\n",
              "      <td>0.939281</td>\n",
              "      <td>0.971471</td>\n",
              "      <td>0.944444</td>\n",
              "      <td>0.002924</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.960000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.958333</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.962264</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.918919</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.928571</td>\n",
              "      <td>0.971963</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>7.606700</td>\n",
              "      <td>71.516000</td>\n",
              "      <td>2.235000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>26</td>\n",
              "      <td>0.067900</td>\n",
              "      <td>0.070388</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.896204</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.952930</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.962264</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.918919</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>9.491000</td>\n",
              "      <td>57.318000</td>\n",
              "      <td>1.791000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>27</td>\n",
              "      <td>0.065100</td>\n",
              "      <td>0.067711</td>\n",
              "      <td>0.998051</td>\n",
              "      <td>0.917627</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.960218</td>\n",
              "      <td>0.980981</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.001949</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.971429</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.918919</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>6.811900</td>\n",
              "      <td>79.860000</td>\n",
              "      <td>2.496000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>28</td>\n",
              "      <td>0.062600</td>\n",
              "      <td>0.065581</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.910385</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.956286</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.971429</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>8.156700</td>\n",
              "      <td>66.694000</td>\n",
              "      <td>2.084000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>29</td>\n",
              "      <td>0.060100</td>\n",
              "      <td>0.063226</td>\n",
              "      <td>0.998051</td>\n",
              "      <td>0.913568</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.960640</td>\n",
              "      <td>0.980981</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.001949</td>\n",
              "      <td>0.769231</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.958333</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>8.392400</td>\n",
              "      <td>64.821000</td>\n",
              "      <td>2.026000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>30</td>\n",
              "      <td>0.057900</td>\n",
              "      <td>0.061267</td>\n",
              "      <td>0.998148</td>\n",
              "      <td>0.920942</td>\n",
              "      <td>0.964815</td>\n",
              "      <td>0.962054</td>\n",
              "      <td>0.981932</td>\n",
              "      <td>0.964815</td>\n",
              "      <td>0.001852</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.971429</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>9.593400</td>\n",
              "      <td>56.706000</td>\n",
              "      <td>1.772000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>31</td>\n",
              "      <td>0.055700</td>\n",
              "      <td>0.059452</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.916310</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.958188</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.962264</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>6.696500</td>\n",
              "      <td>81.236000</td>\n",
              "      <td>2.539000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>32</td>\n",
              "      <td>0.053700</td>\n",
              "      <td>0.057683</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.911621</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.954436</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.971429</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.918919</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>10.924300</td>\n",
              "      <td>49.797000</td>\n",
              "      <td>1.556000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>33</td>\n",
              "      <td>0.051900</td>\n",
              "      <td>0.055769</td>\n",
              "      <td>0.998051</td>\n",
              "      <td>0.943630</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.960902</td>\n",
              "      <td>0.980981</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.001949</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>8.246700</td>\n",
              "      <td>65.966000</td>\n",
              "      <td>2.061000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>34</td>\n",
              "      <td>0.050000</td>\n",
              "      <td>0.054060</td>\n",
              "      <td>0.998051</td>\n",
              "      <td>0.941827</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.960902</td>\n",
              "      <td>0.980981</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.001949</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>9.510900</td>\n",
              "      <td>57.197000</td>\n",
              "      <td>1.787000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>35</td>\n",
              "      <td>0.048300</td>\n",
              "      <td>0.052734</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.942324</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959078</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.928571</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>7.496200</td>\n",
              "      <td>72.570000</td>\n",
              "      <td>2.268000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>36</td>\n",
              "      <td>0.046700</td>\n",
              "      <td>0.051078</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.940242</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.958998</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.918919</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.039000</td>\n",
              "      <td>67.670000</td>\n",
              "      <td>2.115000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>37</td>\n",
              "      <td>0.045200</td>\n",
              "      <td>0.049749</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.938777</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957386</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.971429</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.918919</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.200400</td>\n",
              "      <td>59.128000</td>\n",
              "      <td>1.848000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>38</td>\n",
              "      <td>0.043700</td>\n",
              "      <td>0.048359</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.941988</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959053</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.937200</td>\n",
              "      <td>60.869000</td>\n",
              "      <td>1.902000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>39</td>\n",
              "      <td>0.042200</td>\n",
              "      <td>0.047118</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.936881</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957169</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>7.432100</td>\n",
              "      <td>73.196000</td>\n",
              "      <td>2.287000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>40</td>\n",
              "      <td>0.040900</td>\n",
              "      <td>0.045673</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.938013</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959029</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.675400</td>\n",
              "      <td>56.225000</td>\n",
              "      <td>1.757000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>41</td>\n",
              "      <td>0.039500</td>\n",
              "      <td>0.044614</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.937147</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957465</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.928571</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>7.061200</td>\n",
              "      <td>77.041000</td>\n",
              "      <td>2.408000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>42</td>\n",
              "      <td>0.038300</td>\n",
              "      <td>0.043499</td>\n",
              "      <td>0.997661</td>\n",
              "      <td>0.930352</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.953393</td>\n",
              "      <td>0.977177</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.002339</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.958333</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.592100</td>\n",
              "      <td>56.713000</td>\n",
              "      <td>1.772000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>43</td>\n",
              "      <td>0.037100</td>\n",
              "      <td>0.042482</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.934093</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955239</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.971429</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.775900</td>\n",
              "      <td>55.647000</td>\n",
              "      <td>1.739000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>44</td>\n",
              "      <td>0.035900</td>\n",
              "      <td>0.041676</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.941095</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.958965</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.396000</td>\n",
              "      <td>64.793000</td>\n",
              "      <td>2.025000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>45</td>\n",
              "      <td>0.034900</td>\n",
              "      <td>0.040229</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.940185</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959053</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.354500</td>\n",
              "      <td>58.154000</td>\n",
              "      <td>1.817000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>46</td>\n",
              "      <td>0.033800</td>\n",
              "      <td>0.039672</td>\n",
              "      <td>0.997563</td>\n",
              "      <td>0.930580</td>\n",
              "      <td>0.953704</td>\n",
              "      <td>0.951615</td>\n",
              "      <td>0.976226</td>\n",
              "      <td>0.953704</td>\n",
              "      <td>0.002437</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.914286</td>\n",
              "      <td>6.671200</td>\n",
              "      <td>81.544000</td>\n",
              "      <td>2.548000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>47</td>\n",
              "      <td>0.032800</td>\n",
              "      <td>0.038616</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.937360</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955387</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.928571</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>6.848500</td>\n",
              "      <td>79.433000</td>\n",
              "      <td>2.482000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>48</td>\n",
              "      <td>0.031800</td>\n",
              "      <td>0.037289</td>\n",
              "      <td>0.998051</td>\n",
              "      <td>0.939028</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.961243</td>\n",
              "      <td>0.980981</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.001949</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.616600</td>\n",
              "      <td>56.569000</td>\n",
              "      <td>1.768000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>49</td>\n",
              "      <td>0.030800</td>\n",
              "      <td>0.036522</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.939268</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959037</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.350400</td>\n",
              "      <td>74.010000</td>\n",
              "      <td>2.313000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>50</td>\n",
              "      <td>0.029800</td>\n",
              "      <td>0.035651</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.937137</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957392</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.346800</td>\n",
              "      <td>58.202000</td>\n",
              "      <td>1.819000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>51</td>\n",
              "      <td>0.029000</td>\n",
              "      <td>0.034727</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.938161</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957224</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.288800</td>\n",
              "      <td>58.565000</td>\n",
              "      <td>1.830000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>52</td>\n",
              "      <td>0.028100</td>\n",
              "      <td>0.034224</td>\n",
              "      <td>0.997563</td>\n",
              "      <td>0.928638</td>\n",
              "      <td>0.953704</td>\n",
              "      <td>0.951407</td>\n",
              "      <td>0.976226</td>\n",
              "      <td>0.953704</td>\n",
              "      <td>0.002437</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.114000</td>\n",
              "      <td>59.688000</td>\n",
              "      <td>1.865000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>53</td>\n",
              "      <td>0.027300</td>\n",
              "      <td>0.033374</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.936344</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957362</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.958333</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>10.716400</td>\n",
              "      <td>50.763000</td>\n",
              "      <td>1.586000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>54</td>\n",
              "      <td>0.026500</td>\n",
              "      <td>0.032753</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.932530</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955260</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.958333</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.625600</td>\n",
              "      <td>63.068000</td>\n",
              "      <td>1.971000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>55</td>\n",
              "      <td>0.025700</td>\n",
              "      <td>0.031844</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.932959</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955481</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.625600</td>\n",
              "      <td>56.516000</td>\n",
              "      <td>1.766000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>56</td>\n",
              "      <td>0.025000</td>\n",
              "      <td>0.031273</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.934565</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957195</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.321000</td>\n",
              "      <td>74.307000</td>\n",
              "      <td>2.322000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>57</td>\n",
              "      <td>0.024300</td>\n",
              "      <td>0.030516</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.932400</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955407</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.950300</td>\n",
              "      <td>60.780000</td>\n",
              "      <td>1.899000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>58</td>\n",
              "      <td>0.023500</td>\n",
              "      <td>0.029735</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.938870</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959268</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>6.871300</td>\n",
              "      <td>79.170000</td>\n",
              "      <td>2.474000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>59</td>\n",
              "      <td>0.022900</td>\n",
              "      <td>0.029230</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.932959</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955481</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.526300</td>\n",
              "      <td>57.105000</td>\n",
              "      <td>1.785000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>60</td>\n",
              "      <td>0.022200</td>\n",
              "      <td>0.028466</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.930545</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955833</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.769231</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.958333</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.145200</td>\n",
              "      <td>76.135000</td>\n",
              "      <td>2.379000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>61</td>\n",
              "      <td>0.021600</td>\n",
              "      <td>0.027771</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933395</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957678</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.585400</td>\n",
              "      <td>71.717000</td>\n",
              "      <td>2.241000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>62</td>\n",
              "      <td>0.021000</td>\n",
              "      <td>0.027333</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.933983</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955313</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.577500</td>\n",
              "      <td>56.800000</td>\n",
              "      <td>1.775000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>63</td>\n",
              "      <td>0.020400</td>\n",
              "      <td>0.026937</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.940166</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959111</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.399300</td>\n",
              "      <td>64.767000</td>\n",
              "      <td>2.024000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>64</td>\n",
              "      <td>0.019800</td>\n",
              "      <td>0.026189</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.933423</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955239</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>6.990000</td>\n",
              "      <td>77.826000</td>\n",
              "      <td>2.432000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>65</td>\n",
              "      <td>0.019300</td>\n",
              "      <td>0.025826</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.935649</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957626</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.440700</td>\n",
              "      <td>64.449000</td>\n",
              "      <td>2.014000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>66</td>\n",
              "      <td>0.018700</td>\n",
              "      <td>0.025373</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.942779</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959817</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.797600</td>\n",
              "      <td>55.524000</td>\n",
              "      <td>1.735000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>67</td>\n",
              "      <td>0.018200</td>\n",
              "      <td>0.024794</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.933584</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955140</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.528800</td>\n",
              "      <td>72.256000</td>\n",
              "      <td>2.258000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>68</td>\n",
              "      <td>0.017700</td>\n",
              "      <td>0.024588</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.931780</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955567</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.958333</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.098600</td>\n",
              "      <td>76.634000</td>\n",
              "      <td>2.395000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>69</td>\n",
              "      <td>0.017200</td>\n",
              "      <td>0.024041</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.935985</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957221</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.333200</td>\n",
              "      <td>65.281000</td>\n",
              "      <td>2.040000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>70</td>\n",
              "      <td>0.016700</td>\n",
              "      <td>0.023552</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.936564</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957238</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.117000</td>\n",
              "      <td>76.436000</td>\n",
              "      <td>2.389000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>71</td>\n",
              "      <td>0.016300</td>\n",
              "      <td>0.023074</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.931981</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955292</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.421200</td>\n",
              "      <td>57.742000</td>\n",
              "      <td>1.804000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>72</td>\n",
              "      <td>0.015800</td>\n",
              "      <td>0.022562</td>\n",
              "      <td>0.997661</td>\n",
              "      <td>0.929060</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.953911</td>\n",
              "      <td>0.977177</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.002339</td>\n",
              "      <td>0.769231</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.958333</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.045800</td>\n",
              "      <td>60.138000</td>\n",
              "      <td>1.879000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>73</td>\n",
              "      <td>0.015400</td>\n",
              "      <td>0.022094</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.932829</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957585</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.769231</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.958333</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.501400</td>\n",
              "      <td>63.990000</td>\n",
              "      <td>2.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>74</td>\n",
              "      <td>0.015000</td>\n",
              "      <td>0.022002</td>\n",
              "      <td>0.997661</td>\n",
              "      <td>0.932411</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.953570</td>\n",
              "      <td>0.977177</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.002339</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.928571</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>9.110700</td>\n",
              "      <td>59.710000</td>\n",
              "      <td>1.866000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>75</td>\n",
              "      <td>0.014600</td>\n",
              "      <td>0.021581</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.937673</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959455</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.729100</td>\n",
              "      <td>70.383000</td>\n",
              "      <td>2.199000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>76</td>\n",
              "      <td>0.014200</td>\n",
              "      <td>0.021298</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.934846</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955439</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.896552</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>8.449500</td>\n",
              "      <td>64.383000</td>\n",
              "      <td>2.012000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>77</td>\n",
              "      <td>0.013800</td>\n",
              "      <td>0.020829</td>\n",
              "      <td>0.997661</td>\n",
              "      <td>0.930124</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.953527</td>\n",
              "      <td>0.977177</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.002339</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.706300</td>\n",
              "      <td>56.046000</td>\n",
              "      <td>1.751000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>78</td>\n",
              "      <td>0.013400</td>\n",
              "      <td>0.020601</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933816</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957658</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.783400</td>\n",
              "      <td>55.604000</td>\n",
              "      <td>1.738000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>79</td>\n",
              "      <td>0.013100</td>\n",
              "      <td>0.019912</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933935</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957585</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.871200</td>\n",
              "      <td>61.322000</td>\n",
              "      <td>1.916000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>80</td>\n",
              "      <td>0.012700</td>\n",
              "      <td>0.020086</td>\n",
              "      <td>0.997661</td>\n",
              "      <td>0.930152</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.953734</td>\n",
              "      <td>0.977177</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.002339</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>9.761600</td>\n",
              "      <td>55.729000</td>\n",
              "      <td>1.742000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>81</td>\n",
              "      <td>0.012400</td>\n",
              "      <td>0.019584</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.943128</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959422</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.395400</td>\n",
              "      <td>64.798000</td>\n",
              "      <td>2.025000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>82</td>\n",
              "      <td>0.012100</td>\n",
              "      <td>0.018943</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.935679</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959430</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.721100</td>\n",
              "      <td>62.378000</td>\n",
              "      <td>1.949000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>83</td>\n",
              "      <td>0.011800</td>\n",
              "      <td>0.018644</td>\n",
              "      <td>0.998051</td>\n",
              "      <td>0.947203</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.961570</td>\n",
              "      <td>0.980981</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.001949</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.352000</td>\n",
              "      <td>58.169000</td>\n",
              "      <td>1.818000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>84</td>\n",
              "      <td>0.011400</td>\n",
              "      <td>0.018488</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933082</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957446</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.070500</td>\n",
              "      <td>76.939000</td>\n",
              "      <td>2.404000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>85</td>\n",
              "      <td>0.011200</td>\n",
              "      <td>0.018274</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933082</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957446</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.626000</td>\n",
              "      <td>56.513000</td>\n",
              "      <td>1.766000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>86</td>\n",
              "      <td>0.010900</td>\n",
              "      <td>0.017928</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.931398</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955662</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>12.648400</td>\n",
              "      <td>43.010000</td>\n",
              "      <td>1.344000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>87</td>\n",
              "      <td>0.010600</td>\n",
              "      <td>0.017765</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.935666</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959350</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.927500</td>\n",
              "      <td>60.936000</td>\n",
              "      <td>1.904000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>88</td>\n",
              "      <td>0.010300</td>\n",
              "      <td>0.017475</td>\n",
              "      <td>0.997661</td>\n",
              "      <td>0.929966</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.953950</td>\n",
              "      <td>0.977177</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.002339</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.790700</td>\n",
              "      <td>55.563000</td>\n",
              "      <td>1.736000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>89</td>\n",
              "      <td>0.010100</td>\n",
              "      <td>0.017201</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.931231</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955598</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.911500</td>\n",
              "      <td>54.886000</td>\n",
              "      <td>1.715000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>90</td>\n",
              "      <td>0.009900</td>\n",
              "      <td>0.016866</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.940782</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957801</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.132500</td>\n",
              "      <td>76.271000</td>\n",
              "      <td>2.383000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>91</td>\n",
              "      <td>0.009600</td>\n",
              "      <td>0.016783</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.938637</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959538</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.928571</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>10.010600</td>\n",
              "      <td>54.342000</td>\n",
              "      <td>1.698000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>92</td>\n",
              "      <td>0.009300</td>\n",
              "      <td>0.016642</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.937363</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957402</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.928571</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.846700</td>\n",
              "      <td>61.492000</td>\n",
              "      <td>1.922000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>93</td>\n",
              "      <td>0.009100</td>\n",
              "      <td>0.016224</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933816</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957658</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.955300</td>\n",
              "      <td>60.746000</td>\n",
              "      <td>1.898000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>94</td>\n",
              "      <td>0.008900</td>\n",
              "      <td>0.016072</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.939070</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.956008</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.866667</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>9.609500</td>\n",
              "      <td>56.611000</td>\n",
              "      <td>1.769000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>95</td>\n",
              "      <td>0.008700</td>\n",
              "      <td>0.015516</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.931619</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955722</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.928571</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.695600</td>\n",
              "      <td>70.690000</td>\n",
              "      <td>2.209000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>96</td>\n",
              "      <td>0.008500</td>\n",
              "      <td>0.015561</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.931699</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955971</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.536800</td>\n",
              "      <td>57.042000</td>\n",
              "      <td>1.783000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>97</td>\n",
              "      <td>0.008200</td>\n",
              "      <td>0.015251</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.940782</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957801</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>10.021800</td>\n",
              "      <td>54.282000</td>\n",
              "      <td>1.696000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>98</td>\n",
              "      <td>0.008000</td>\n",
              "      <td>0.015223</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933983</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957566</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.941600</td>\n",
              "      <td>60.839000</td>\n",
              "      <td>1.901000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>99</td>\n",
              "      <td>0.007800</td>\n",
              "      <td>0.014914</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.938368</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959497</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.647800</td>\n",
              "      <td>56.386000</td>\n",
              "      <td>1.762000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>100</td>\n",
              "      <td>0.007700</td>\n",
              "      <td>0.014851</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933983</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957566</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.911500</td>\n",
              "      <td>54.886000</td>\n",
              "      <td>1.715000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>101</td>\n",
              "      <td>0.007500</td>\n",
              "      <td>0.014717</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933816</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957658</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.725300</td>\n",
              "      <td>55.936000</td>\n",
              "      <td>1.748000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>102</td>\n",
              "      <td>0.007300</td>\n",
              "      <td>0.014544</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.938569</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959125</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.383300</td>\n",
              "      <td>73.679000</td>\n",
              "      <td>2.302000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>103</td>\n",
              "      <td>0.007100</td>\n",
              "      <td>0.014428</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.934676</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955366</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.091800</td>\n",
              "      <td>76.709000</td>\n",
              "      <td>2.397000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>104</td>\n",
              "      <td>0.007000</td>\n",
              "      <td>0.014186</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933642</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957520</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.268800</td>\n",
              "      <td>58.691000</td>\n",
              "      <td>1.834000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>105</td>\n",
              "      <td>0.006800</td>\n",
              "      <td>0.014012</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.940782</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957801</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>10.171800</td>\n",
              "      <td>53.481000</td>\n",
              "      <td>1.671000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>106</td>\n",
              "      <td>0.006700</td>\n",
              "      <td>0.013745</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.942466</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959585</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.195200</td>\n",
              "      <td>75.606000</td>\n",
              "      <td>2.363000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>107</td>\n",
              "      <td>0.006500</td>\n",
              "      <td>0.013746</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.940782</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957801</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.641300</td>\n",
              "      <td>56.424000</td>\n",
              "      <td>1.763000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>108</td>\n",
              "      <td>0.006300</td>\n",
              "      <td>0.013661</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.931398</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955662</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.665000</td>\n",
              "      <td>56.286000</td>\n",
              "      <td>1.759000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>109</td>\n",
              "      <td>0.006200</td>\n",
              "      <td>0.013496</td>\n",
              "      <td>0.997661</td>\n",
              "      <td>0.929374</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.953833</td>\n",
              "      <td>0.977177</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.002339</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>10.002400</td>\n",
              "      <td>54.387000</td>\n",
              "      <td>1.700000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>110</td>\n",
              "      <td>0.006100</td>\n",
              "      <td>0.013418</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.944959</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959712</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.669500</td>\n",
              "      <td>62.749000</td>\n",
              "      <td>1.961000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>111</td>\n",
              "      <td>0.005900</td>\n",
              "      <td>0.013087</td>\n",
              "      <td>0.997661</td>\n",
              "      <td>0.929374</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.953833</td>\n",
              "      <td>0.977177</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.002339</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.791900</td>\n",
              "      <td>69.816000</td>\n",
              "      <td>2.182000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>112</td>\n",
              "      <td>0.005800</td>\n",
              "      <td>0.013256</td>\n",
              "      <td>0.997661</td>\n",
              "      <td>0.929918</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.953969</td>\n",
              "      <td>0.977177</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.002339</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.172300</td>\n",
              "      <td>66.566000</td>\n",
              "      <td>2.080000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>113</td>\n",
              "      <td>0.005700</td>\n",
              "      <td>0.012943</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933082</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957446</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.959400</td>\n",
              "      <td>54.622000</td>\n",
              "      <td>1.707000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>114</td>\n",
              "      <td>0.005500</td>\n",
              "      <td>0.012872</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.944818</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.958299</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.866667</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.866667</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>8.428600</td>\n",
              "      <td>64.542000</td>\n",
              "      <td>2.017000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>115</td>\n",
              "      <td>0.005400</td>\n",
              "      <td>0.012646</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.938248</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959413</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.849900</td>\n",
              "      <td>61.470000</td>\n",
              "      <td>1.921000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>116</td>\n",
              "      <td>0.005300</td>\n",
              "      <td>0.012608</td>\n",
              "      <td>0.998051</td>\n",
              "      <td>0.948382</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.961246</td>\n",
              "      <td>0.980981</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.001949</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>10.136600</td>\n",
              "      <td>53.667000</td>\n",
              "      <td>1.677000</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='7905' max='13600' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [ 7905/13600 2:15:16 < 1:37:29, 0.97 it/s, Epoch 116.24/200]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Accuracy</th>\n",
              "      <th>F1 Macro</th>\n",
              "      <th>F1 Micro</th>\n",
              "      <th>F1 Weighted</th>\n",
              "      <th>Auroc</th>\n",
              "      <th>Em</th>\n",
              "      <th>Hamming Loss</th>\n",
              "      <th>0</th>\n",
              "      <th>1</th>\n",
              "      <th>2</th>\n",
              "      <th>3</th>\n",
              "      <th>4</th>\n",
              "      <th>5</th>\n",
              "      <th>6</th>\n",
              "      <th>7</th>\n",
              "      <th>8</th>\n",
              "      <th>9</th>\n",
              "      <th>10</th>\n",
              "      <th>11</th>\n",
              "      <th>12</th>\n",
              "      <th>13</th>\n",
              "      <th>14</th>\n",
              "      <th>15</th>\n",
              "      <th>16</th>\n",
              "      <th>17</th>\n",
              "      <th>18</th>\n",
              "      <th>19</th>\n",
              "      <th>20</th>\n",
              "      <th>21</th>\n",
              "      <th>22</th>\n",
              "      <th>23</th>\n",
              "      <th>24</th>\n",
              "      <th>25</th>\n",
              "      <th>26</th>\n",
              "      <th>27</th>\n",
              "      <th>28</th>\n",
              "      <th>29</th>\n",
              "      <th>30</th>\n",
              "      <th>31</th>\n",
              "      <th>32</th>\n",
              "      <th>33</th>\n",
              "      <th>34</th>\n",
              "      <th>35</th>\n",
              "      <th>36</th>\n",
              "      <th>37</th>\n",
              "      <th>Runtime</th>\n",
              "      <th>Samples Per Second</th>\n",
              "      <th>Steps Per Second</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.526800</td>\n",
              "      <td>0.439112</td>\n",
              "      <td>0.953050</td>\n",
              "      <td>0.021313</td>\n",
              "      <td>0.107955</td>\n",
              "      <td>0.031578</td>\n",
              "      <td>0.541923</td>\n",
              "      <td>0.107955</td>\n",
              "      <td>0.046950</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.631579</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.178322</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>17.370300</td>\n",
              "      <td>31.318000</td>\n",
              "      <td>0.979000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.406200</td>\n",
              "      <td>0.376088</td>\n",
              "      <td>0.953216</td>\n",
              "      <td>0.026151</td>\n",
              "      <td>0.111111</td>\n",
              "      <td>0.034762</td>\n",
              "      <td>0.543544</td>\n",
              "      <td>0.111111</td>\n",
              "      <td>0.046784</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.818182</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.175559</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>9.910900</td>\n",
              "      <td>54.889000</td>\n",
              "      <td>1.715000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.350800</td>\n",
              "      <td>0.326305</td>\n",
              "      <td>0.953021</td>\n",
              "      <td>0.023025</td>\n",
              "      <td>0.107407</td>\n",
              "      <td>0.032079</td>\n",
              "      <td>0.541642</td>\n",
              "      <td>0.107407</td>\n",
              "      <td>0.046979</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.700000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.174957</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>7.316200</td>\n",
              "      <td>74.355000</td>\n",
              "      <td>2.324000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.305100</td>\n",
              "      <td>0.284664</td>\n",
              "      <td>0.954094</td>\n",
              "      <td>0.032110</td>\n",
              "      <td>0.127778</td>\n",
              "      <td>0.058066</td>\n",
              "      <td>0.552102</td>\n",
              "      <td>0.127778</td>\n",
              "      <td>0.045906</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.814815</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.225806</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.179577</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>6.853500</td>\n",
              "      <td>79.376000</td>\n",
              "      <td>2.480000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>5</td>\n",
              "      <td>0.267200</td>\n",
              "      <td>0.250348</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.064282</td>\n",
              "      <td>0.225926</td>\n",
              "      <td>0.176477</td>\n",
              "      <td>0.602502</td>\n",
              "      <td>0.225926</td>\n",
              "      <td>0.040741</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.705882</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.153846</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.741573</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.200393</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.641026</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>13.603400</td>\n",
              "      <td>39.990000</td>\n",
              "      <td>1.250000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>6</td>\n",
              "      <td>0.236000</td>\n",
              "      <td>0.222232</td>\n",
              "      <td>0.964717</td>\n",
              "      <td>0.099870</td>\n",
              "      <td>0.329630</td>\n",
              "      <td>0.250166</td>\n",
              "      <td>0.655756</td>\n",
              "      <td>0.329630</td>\n",
              "      <td>0.035283</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.648649</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.955752</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.241706</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.097561</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.942308</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>9.147200</td>\n",
              "      <td>59.472000</td>\n",
              "      <td>1.858000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>7</td>\n",
              "      <td>0.210500</td>\n",
              "      <td>0.199395</td>\n",
              "      <td>0.965302</td>\n",
              "      <td>0.101136</td>\n",
              "      <td>0.340741</td>\n",
              "      <td>0.240415</td>\n",
              "      <td>0.661461</td>\n",
              "      <td>0.340741</td>\n",
              "      <td>0.034698</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.727273</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.960000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.916667</td>\n",
              "      <td>0.083333</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.248175</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.095238</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.812500</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>7.519600</td>\n",
              "      <td>72.344000</td>\n",
              "      <td>2.261000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>8</td>\n",
              "      <td>0.189800</td>\n",
              "      <td>0.180841</td>\n",
              "      <td>0.965887</td>\n",
              "      <td>0.102996</td>\n",
              "      <td>0.351852</td>\n",
              "      <td>0.236553</td>\n",
              "      <td>0.667167</td>\n",
              "      <td>0.351852</td>\n",
              "      <td>0.034113</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.631579</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.960000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.802920</td>\n",
              "      <td>0.516129</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.280992</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.722222</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>6.669100</td>\n",
              "      <td>81.570000</td>\n",
              "      <td>2.549000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>9</td>\n",
              "      <td>0.173100</td>\n",
              "      <td>0.165813</td>\n",
              "      <td>0.966764</td>\n",
              "      <td>0.113589</td>\n",
              "      <td>0.368519</td>\n",
              "      <td>0.243970</td>\n",
              "      <td>0.675726</td>\n",
              "      <td>0.368519</td>\n",
              "      <td>0.033236</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.615385</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.960000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.691824</td>\n",
              "      <td>0.722222</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.317757</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.193548</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.697987</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.117647</td>\n",
              "      <td>6.781700</td>\n",
              "      <td>80.216000</td>\n",
              "      <td>2.507000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>10</td>\n",
              "      <td>0.159300</td>\n",
              "      <td>0.153384</td>\n",
              "      <td>0.969980</td>\n",
              "      <td>0.193741</td>\n",
              "      <td>0.429630</td>\n",
              "      <td>0.337137</td>\n",
              "      <td>0.707107</td>\n",
              "      <td>0.429630</td>\n",
              "      <td>0.030020</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.774194</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>0.960000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.797101</td>\n",
              "      <td>0.904762</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.320755</td>\n",
              "      <td>0.500000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.320000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.190476</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.200000</td>\n",
              "      <td>0.315789</td>\n",
              "      <td>0.662420</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>9.406400</td>\n",
              "      <td>57.833000</td>\n",
              "      <td>1.807000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>11</td>\n",
              "      <td>0.147800</td>\n",
              "      <td>0.142920</td>\n",
              "      <td>0.973489</td>\n",
              "      <td>0.243995</td>\n",
              "      <td>0.496296</td>\n",
              "      <td>0.391985</td>\n",
              "      <td>0.741341</td>\n",
              "      <td>0.496296</td>\n",
              "      <td>0.026511</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.695652</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.700000</td>\n",
              "      <td>0.960000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.687500</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.412955</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.600000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.190476</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.296296</td>\n",
              "      <td>0.133333</td>\n",
              "      <td>0.630303</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>6.677600</td>\n",
              "      <td>81.466000</td>\n",
              "      <td>2.546000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>12</td>\n",
              "      <td>0.138100</td>\n",
              "      <td>0.134035</td>\n",
              "      <td>0.977290</td>\n",
              "      <td>0.323258</td>\n",
              "      <td>0.568519</td>\n",
              "      <td>0.486907</td>\n",
              "      <td>0.778428</td>\n",
              "      <td>0.568519</td>\n",
              "      <td>0.022710</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.380952</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.782609</td>\n",
              "      <td>0.960000</td>\n",
              "      <td>0.285714</td>\n",
              "      <td>0.880000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.827068</td>\n",
              "      <td>0.897959</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.423237</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.307692</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.347826</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.105263</td>\n",
              "      <td>0.300000</td>\n",
              "      <td>0.421053</td>\n",
              "      <td>0.638037</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>8.407800</td>\n",
              "      <td>64.701000</td>\n",
              "      <td>2.022000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>13</td>\n",
              "      <td>0.129700</td>\n",
              "      <td>0.126387</td>\n",
              "      <td>0.979969</td>\n",
              "      <td>0.381606</td>\n",
              "      <td>0.619403</td>\n",
              "      <td>0.548909</td>\n",
              "      <td>0.804558</td>\n",
              "      <td>0.619403</td>\n",
              "      <td>0.020031</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.380952</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.782609</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.588235</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.181818</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.839695</td>\n",
              "      <td>0.897959</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.181818</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.461538</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.625000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.416667</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.560000</td>\n",
              "      <td>0.521739</td>\n",
              "      <td>0.625000</td>\n",
              "      <td>0.697987</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>13.810700</td>\n",
              "      <td>39.390000</td>\n",
              "      <td>1.231000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>14</td>\n",
              "      <td>0.122300</td>\n",
              "      <td>0.119634</td>\n",
              "      <td>0.983626</td>\n",
              "      <td>0.437600</td>\n",
              "      <td>0.688889</td>\n",
              "      <td>0.616601</td>\n",
              "      <td>0.840240</td>\n",
              "      <td>0.688889</td>\n",
              "      <td>0.016374</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.181818</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.782609</td>\n",
              "      <td>0.960000</td>\n",
              "      <td>0.736842</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.687500</td>\n",
              "      <td>0.862745</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.621951</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.893617</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.560000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.914286</td>\n",
              "      <td>7.203800</td>\n",
              "      <td>75.516000</td>\n",
              "      <td>2.360000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>15</td>\n",
              "      <td>0.115600</td>\n",
              "      <td>0.113367</td>\n",
              "      <td>0.987427</td>\n",
              "      <td>0.529268</td>\n",
              "      <td>0.761111</td>\n",
              "      <td>0.704502</td>\n",
              "      <td>0.877327</td>\n",
              "      <td>0.761111</td>\n",
              "      <td>0.012573</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.714286</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.461538</td>\n",
              "      <td>0.400000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.797101</td>\n",
              "      <td>0.916667</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>0.181818</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.653846</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.893617</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.914286</td>\n",
              "      <td>0.789474</td>\n",
              "      <td>0.720000</td>\n",
              "      <td>0.832000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>9.848900</td>\n",
              "      <td>55.235000</td>\n",
              "      <td>1.726000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>16</td>\n",
              "      <td>0.109500</td>\n",
              "      <td>0.108111</td>\n",
              "      <td>0.987817</td>\n",
              "      <td>0.539888</td>\n",
              "      <td>0.768519</td>\n",
              "      <td>0.723178</td>\n",
              "      <td>0.881131</td>\n",
              "      <td>0.768519</td>\n",
              "      <td>0.012183</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.714286</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.400000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.916667</td>\n",
              "      <td>0.958333</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.695652</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.566667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.837209</td>\n",
              "      <td>0.896552</td>\n",
              "      <td>0.740741</td>\n",
              "      <td>0.928571</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>7.490500</td>\n",
              "      <td>72.625000</td>\n",
              "      <td>2.270000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>17</td>\n",
              "      <td>0.104100</td>\n",
              "      <td>0.102714</td>\n",
              "      <td>0.990741</td>\n",
              "      <td>0.599936</td>\n",
              "      <td>0.824074</td>\n",
              "      <td>0.772196</td>\n",
              "      <td>0.909660</td>\n",
              "      <td>0.824074</td>\n",
              "      <td>0.009259</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.866142</td>\n",
              "      <td>0.938776</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.896552</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.796875</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.913043</td>\n",
              "      <td>0.181818</td>\n",
              "      <td>0.810811</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.871795</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.809160</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>9.341300</td>\n",
              "      <td>58.236000</td>\n",
              "      <td>1.820000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>18</td>\n",
              "      <td>0.098700</td>\n",
              "      <td>0.097913</td>\n",
              "      <td>0.992300</td>\n",
              "      <td>0.650010</td>\n",
              "      <td>0.853704</td>\n",
              "      <td>0.813931</td>\n",
              "      <td>0.924875</td>\n",
              "      <td>0.853704</td>\n",
              "      <td>0.007700</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.769231</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.916667</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.901639</td>\n",
              "      <td>0.901961</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.571429</td>\n",
              "      <td>0.896552</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.954545</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>0.829268</td>\n",
              "      <td>0.200000</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>0.864865</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.859504</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>9.425900</td>\n",
              "      <td>57.714000</td>\n",
              "      <td>1.804000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>19</td>\n",
              "      <td>0.093900</td>\n",
              "      <td>0.093480</td>\n",
              "      <td>0.993567</td>\n",
              "      <td>0.708419</td>\n",
              "      <td>0.877778</td>\n",
              "      <td>0.850859</td>\n",
              "      <td>0.937237</td>\n",
              "      <td>0.877778</td>\n",
              "      <td>0.006433</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.444444</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.916667</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.924370</td>\n",
              "      <td>0.938776</td>\n",
              "      <td>0.400000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.879310</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.913043</td>\n",
              "      <td>0.461538</td>\n",
              "      <td>0.829268</td>\n",
              "      <td>0.615385</td>\n",
              "      <td>0.878049</td>\n",
              "      <td>0.914286</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>6.819600</td>\n",
              "      <td>79.771000</td>\n",
              "      <td>2.493000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>20</td>\n",
              "      <td>0.089400</td>\n",
              "      <td>0.089309</td>\n",
              "      <td>0.995224</td>\n",
              "      <td>0.767437</td>\n",
              "      <td>0.909259</td>\n",
              "      <td>0.891170</td>\n",
              "      <td>0.953403</td>\n",
              "      <td>0.909259</td>\n",
              "      <td>0.004776</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.916667</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>0.940171</td>\n",
              "      <td>0.920000</td>\n",
              "      <td>0.400000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.927273</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.400000</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.918919</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.896552</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>9.493800</td>\n",
              "      <td>57.300000</td>\n",
              "      <td>1.791000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>21</td>\n",
              "      <td>0.085000</td>\n",
              "      <td>0.085864</td>\n",
              "      <td>0.995906</td>\n",
              "      <td>0.814041</td>\n",
              "      <td>0.922222</td>\n",
              "      <td>0.911024</td>\n",
              "      <td>0.960060</td>\n",
              "      <td>0.922222</td>\n",
              "      <td>0.004094</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.571429</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.818182</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.571429</td>\n",
              "      <td>0.932203</td>\n",
              "      <td>0.920000</td>\n",
              "      <td>0.400000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.910714</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.918919</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.954128</td>\n",
              "      <td>0.400000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>8.987100</td>\n",
              "      <td>60.531000</td>\n",
              "      <td>1.892000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>22</td>\n",
              "      <td>0.081100</td>\n",
              "      <td>0.082065</td>\n",
              "      <td>0.996589</td>\n",
              "      <td>0.828331</td>\n",
              "      <td>0.935185</td>\n",
              "      <td>0.923028</td>\n",
              "      <td>0.966717</td>\n",
              "      <td>0.935185</td>\n",
              "      <td>0.003411</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.960000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.571429</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>0.920000</td>\n",
              "      <td>0.400000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.918919</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>9.209800</td>\n",
              "      <td>59.068000</td>\n",
              "      <td>1.846000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>23</td>\n",
              "      <td>0.077500</td>\n",
              "      <td>0.078811</td>\n",
              "      <td>0.996881</td>\n",
              "      <td>0.841719</td>\n",
              "      <td>0.940741</td>\n",
              "      <td>0.930011</td>\n",
              "      <td>0.969570</td>\n",
              "      <td>0.940741</td>\n",
              "      <td>0.003119</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.960000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.571429</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.910714</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>7.197200</td>\n",
              "      <td>75.585000</td>\n",
              "      <td>2.362000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>24</td>\n",
              "      <td>0.074100</td>\n",
              "      <td>0.075723</td>\n",
              "      <td>0.997368</td>\n",
              "      <td>0.875861</td>\n",
              "      <td>0.950000</td>\n",
              "      <td>0.943263</td>\n",
              "      <td>0.974324</td>\n",
              "      <td>0.950000</td>\n",
              "      <td>0.002632</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.400000</td>\n",
              "      <td>0.944444</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.918919</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>8.882300</td>\n",
              "      <td>61.246000</td>\n",
              "      <td>1.914000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>25</td>\n",
              "      <td>0.070800</td>\n",
              "      <td>0.073060</td>\n",
              "      <td>0.997076</td>\n",
              "      <td>0.873013</td>\n",
              "      <td>0.944444</td>\n",
              "      <td>0.939281</td>\n",
              "      <td>0.971471</td>\n",
              "      <td>0.944444</td>\n",
              "      <td>0.002924</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.960000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.958333</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.962264</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.918919</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.928571</td>\n",
              "      <td>0.971963</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>7.606700</td>\n",
              "      <td>71.516000</td>\n",
              "      <td>2.235000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>26</td>\n",
              "      <td>0.067900</td>\n",
              "      <td>0.070388</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.896204</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.952930</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.962264</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.918919</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>9.491000</td>\n",
              "      <td>57.318000</td>\n",
              "      <td>1.791000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>27</td>\n",
              "      <td>0.065100</td>\n",
              "      <td>0.067711</td>\n",
              "      <td>0.998051</td>\n",
              "      <td>0.917627</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.960218</td>\n",
              "      <td>0.980981</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.001949</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.971429</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.918919</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>6.811900</td>\n",
              "      <td>79.860000</td>\n",
              "      <td>2.496000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>28</td>\n",
              "      <td>0.062600</td>\n",
              "      <td>0.065581</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.910385</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.956286</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.971429</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>8.156700</td>\n",
              "      <td>66.694000</td>\n",
              "      <td>2.084000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>29</td>\n",
              "      <td>0.060100</td>\n",
              "      <td>0.063226</td>\n",
              "      <td>0.998051</td>\n",
              "      <td>0.913568</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.960640</td>\n",
              "      <td>0.980981</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.001949</td>\n",
              "      <td>0.769231</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.958333</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>8.392400</td>\n",
              "      <td>64.821000</td>\n",
              "      <td>2.026000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>30</td>\n",
              "      <td>0.057900</td>\n",
              "      <td>0.061267</td>\n",
              "      <td>0.998148</td>\n",
              "      <td>0.920942</td>\n",
              "      <td>0.964815</td>\n",
              "      <td>0.962054</td>\n",
              "      <td>0.981932</td>\n",
              "      <td>0.964815</td>\n",
              "      <td>0.001852</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.971429</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>9.593400</td>\n",
              "      <td>56.706000</td>\n",
              "      <td>1.772000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>31</td>\n",
              "      <td>0.055700</td>\n",
              "      <td>0.059452</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.916310</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.958188</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.962264</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>6.696500</td>\n",
              "      <td>81.236000</td>\n",
              "      <td>2.539000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>32</td>\n",
              "      <td>0.053700</td>\n",
              "      <td>0.057683</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.911621</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.954436</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.971429</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.918919</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>10.924300</td>\n",
              "      <td>49.797000</td>\n",
              "      <td>1.556000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>33</td>\n",
              "      <td>0.051900</td>\n",
              "      <td>0.055769</td>\n",
              "      <td>0.998051</td>\n",
              "      <td>0.943630</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.960902</td>\n",
              "      <td>0.980981</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.001949</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>8.246700</td>\n",
              "      <td>65.966000</td>\n",
              "      <td>2.061000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>34</td>\n",
              "      <td>0.050000</td>\n",
              "      <td>0.054060</td>\n",
              "      <td>0.998051</td>\n",
              "      <td>0.941827</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.960902</td>\n",
              "      <td>0.980981</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.001949</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>9.510900</td>\n",
              "      <td>57.197000</td>\n",
              "      <td>1.787000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>35</td>\n",
              "      <td>0.048300</td>\n",
              "      <td>0.052734</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.942324</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959078</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.928571</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>7.496200</td>\n",
              "      <td>72.570000</td>\n",
              "      <td>2.268000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>36</td>\n",
              "      <td>0.046700</td>\n",
              "      <td>0.051078</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.940242</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.958998</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.918919</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.039000</td>\n",
              "      <td>67.670000</td>\n",
              "      <td>2.115000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>37</td>\n",
              "      <td>0.045200</td>\n",
              "      <td>0.049749</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.938777</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957386</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.971429</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.918919</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.200400</td>\n",
              "      <td>59.128000</td>\n",
              "      <td>1.848000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>38</td>\n",
              "      <td>0.043700</td>\n",
              "      <td>0.048359</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.941988</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959053</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.937200</td>\n",
              "      <td>60.869000</td>\n",
              "      <td>1.902000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>39</td>\n",
              "      <td>0.042200</td>\n",
              "      <td>0.047118</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.936881</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957169</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>7.432100</td>\n",
              "      <td>73.196000</td>\n",
              "      <td>2.287000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>40</td>\n",
              "      <td>0.040900</td>\n",
              "      <td>0.045673</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.938013</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959029</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.675400</td>\n",
              "      <td>56.225000</td>\n",
              "      <td>1.757000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>41</td>\n",
              "      <td>0.039500</td>\n",
              "      <td>0.044614</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.937147</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957465</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.928571</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>7.061200</td>\n",
              "      <td>77.041000</td>\n",
              "      <td>2.408000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>42</td>\n",
              "      <td>0.038300</td>\n",
              "      <td>0.043499</td>\n",
              "      <td>0.997661</td>\n",
              "      <td>0.930352</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.953393</td>\n",
              "      <td>0.977177</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.002339</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.958333</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.592100</td>\n",
              "      <td>56.713000</td>\n",
              "      <td>1.772000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>43</td>\n",
              "      <td>0.037100</td>\n",
              "      <td>0.042482</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.934093</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955239</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.971429</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.775900</td>\n",
              "      <td>55.647000</td>\n",
              "      <td>1.739000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>44</td>\n",
              "      <td>0.035900</td>\n",
              "      <td>0.041676</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.941095</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.958965</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.396000</td>\n",
              "      <td>64.793000</td>\n",
              "      <td>2.025000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>45</td>\n",
              "      <td>0.034900</td>\n",
              "      <td>0.040229</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.940185</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959053</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.354500</td>\n",
              "      <td>58.154000</td>\n",
              "      <td>1.817000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>46</td>\n",
              "      <td>0.033800</td>\n",
              "      <td>0.039672</td>\n",
              "      <td>0.997563</td>\n",
              "      <td>0.930580</td>\n",
              "      <td>0.953704</td>\n",
              "      <td>0.951615</td>\n",
              "      <td>0.976226</td>\n",
              "      <td>0.953704</td>\n",
              "      <td>0.002437</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.914286</td>\n",
              "      <td>6.671200</td>\n",
              "      <td>81.544000</td>\n",
              "      <td>2.548000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>47</td>\n",
              "      <td>0.032800</td>\n",
              "      <td>0.038616</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.937360</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955387</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.956522</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.928571</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>6.848500</td>\n",
              "      <td>79.433000</td>\n",
              "      <td>2.482000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>48</td>\n",
              "      <td>0.031800</td>\n",
              "      <td>0.037289</td>\n",
              "      <td>0.998051</td>\n",
              "      <td>0.939028</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.961243</td>\n",
              "      <td>0.980981</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.001949</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.616600</td>\n",
              "      <td>56.569000</td>\n",
              "      <td>1.768000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>49</td>\n",
              "      <td>0.030800</td>\n",
              "      <td>0.036522</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.939268</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959037</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.350400</td>\n",
              "      <td>74.010000</td>\n",
              "      <td>2.313000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>50</td>\n",
              "      <td>0.029800</td>\n",
              "      <td>0.035651</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.937137</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957392</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.346800</td>\n",
              "      <td>58.202000</td>\n",
              "      <td>1.819000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>51</td>\n",
              "      <td>0.029000</td>\n",
              "      <td>0.034727</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.938161</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957224</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.288800</td>\n",
              "      <td>58.565000</td>\n",
              "      <td>1.830000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>52</td>\n",
              "      <td>0.028100</td>\n",
              "      <td>0.034224</td>\n",
              "      <td>0.997563</td>\n",
              "      <td>0.928638</td>\n",
              "      <td>0.953704</td>\n",
              "      <td>0.951407</td>\n",
              "      <td>0.976226</td>\n",
              "      <td>0.953704</td>\n",
              "      <td>0.002437</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.114000</td>\n",
              "      <td>59.688000</td>\n",
              "      <td>1.865000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>53</td>\n",
              "      <td>0.027300</td>\n",
              "      <td>0.033374</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.936344</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957362</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.958333</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>10.716400</td>\n",
              "      <td>50.763000</td>\n",
              "      <td>1.586000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>54</td>\n",
              "      <td>0.026500</td>\n",
              "      <td>0.032753</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.932530</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955260</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.958333</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.625600</td>\n",
              "      <td>63.068000</td>\n",
              "      <td>1.971000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>55</td>\n",
              "      <td>0.025700</td>\n",
              "      <td>0.031844</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.932959</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955481</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.625600</td>\n",
              "      <td>56.516000</td>\n",
              "      <td>1.766000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>56</td>\n",
              "      <td>0.025000</td>\n",
              "      <td>0.031273</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.934565</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957195</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.321000</td>\n",
              "      <td>74.307000</td>\n",
              "      <td>2.322000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>57</td>\n",
              "      <td>0.024300</td>\n",
              "      <td>0.030516</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.932400</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955407</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.950300</td>\n",
              "      <td>60.780000</td>\n",
              "      <td>1.899000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>58</td>\n",
              "      <td>0.023500</td>\n",
              "      <td>0.029735</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.938870</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959268</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>6.871300</td>\n",
              "      <td>79.170000</td>\n",
              "      <td>2.474000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>59</td>\n",
              "      <td>0.022900</td>\n",
              "      <td>0.029230</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.932959</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955481</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.526300</td>\n",
              "      <td>57.105000</td>\n",
              "      <td>1.785000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>60</td>\n",
              "      <td>0.022200</td>\n",
              "      <td>0.028466</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.930545</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955833</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.769231</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.958333</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.145200</td>\n",
              "      <td>76.135000</td>\n",
              "      <td>2.379000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>61</td>\n",
              "      <td>0.021600</td>\n",
              "      <td>0.027771</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933395</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957678</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.585400</td>\n",
              "      <td>71.717000</td>\n",
              "      <td>2.241000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>62</td>\n",
              "      <td>0.021000</td>\n",
              "      <td>0.027333</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.933983</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955313</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.577500</td>\n",
              "      <td>56.800000</td>\n",
              "      <td>1.775000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>63</td>\n",
              "      <td>0.020400</td>\n",
              "      <td>0.026937</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.940166</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959111</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.399300</td>\n",
              "      <td>64.767000</td>\n",
              "      <td>2.024000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>64</td>\n",
              "      <td>0.019800</td>\n",
              "      <td>0.026189</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.933423</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955239</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>6.990000</td>\n",
              "      <td>77.826000</td>\n",
              "      <td>2.432000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>65</td>\n",
              "      <td>0.019300</td>\n",
              "      <td>0.025826</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.935649</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957626</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.440700</td>\n",
              "      <td>64.449000</td>\n",
              "      <td>2.014000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>66</td>\n",
              "      <td>0.018700</td>\n",
              "      <td>0.025373</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.942779</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959817</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.797600</td>\n",
              "      <td>55.524000</td>\n",
              "      <td>1.735000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>67</td>\n",
              "      <td>0.018200</td>\n",
              "      <td>0.024794</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.933584</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955140</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.528800</td>\n",
              "      <td>72.256000</td>\n",
              "      <td>2.258000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>68</td>\n",
              "      <td>0.017700</td>\n",
              "      <td>0.024588</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.931780</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955567</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.958333</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.098600</td>\n",
              "      <td>76.634000</td>\n",
              "      <td>2.395000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>69</td>\n",
              "      <td>0.017200</td>\n",
              "      <td>0.024041</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.935985</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957221</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.333200</td>\n",
              "      <td>65.281000</td>\n",
              "      <td>2.040000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>70</td>\n",
              "      <td>0.016700</td>\n",
              "      <td>0.023552</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.936564</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957238</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.117000</td>\n",
              "      <td>76.436000</td>\n",
              "      <td>2.389000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>71</td>\n",
              "      <td>0.016300</td>\n",
              "      <td>0.023074</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.931981</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955292</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.421200</td>\n",
              "      <td>57.742000</td>\n",
              "      <td>1.804000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>72</td>\n",
              "      <td>0.015800</td>\n",
              "      <td>0.022562</td>\n",
              "      <td>0.997661</td>\n",
              "      <td>0.929060</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.953911</td>\n",
              "      <td>0.977177</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.002339</td>\n",
              "      <td>0.769231</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.958333</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.045800</td>\n",
              "      <td>60.138000</td>\n",
              "      <td>1.879000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>73</td>\n",
              "      <td>0.015400</td>\n",
              "      <td>0.022094</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.932829</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957585</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.769231</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.958333</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.501400</td>\n",
              "      <td>63.990000</td>\n",
              "      <td>2.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>74</td>\n",
              "      <td>0.015000</td>\n",
              "      <td>0.022002</td>\n",
              "      <td>0.997661</td>\n",
              "      <td>0.932411</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.953570</td>\n",
              "      <td>0.977177</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.002339</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.928571</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>9.110700</td>\n",
              "      <td>59.710000</td>\n",
              "      <td>1.866000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>75</td>\n",
              "      <td>0.014600</td>\n",
              "      <td>0.021581</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.937673</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959455</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.729100</td>\n",
              "      <td>70.383000</td>\n",
              "      <td>2.199000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>76</td>\n",
              "      <td>0.014200</td>\n",
              "      <td>0.021298</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.934846</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955439</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.980769</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.896552</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>8.449500</td>\n",
              "      <td>64.383000</td>\n",
              "      <td>2.012000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>77</td>\n",
              "      <td>0.013800</td>\n",
              "      <td>0.020829</td>\n",
              "      <td>0.997661</td>\n",
              "      <td>0.930124</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.953527</td>\n",
              "      <td>0.977177</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.002339</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.706300</td>\n",
              "      <td>56.046000</td>\n",
              "      <td>1.751000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>78</td>\n",
              "      <td>0.013400</td>\n",
              "      <td>0.020601</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933816</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957658</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.783400</td>\n",
              "      <td>55.604000</td>\n",
              "      <td>1.738000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>79</td>\n",
              "      <td>0.013100</td>\n",
              "      <td>0.019912</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933935</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957585</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.871200</td>\n",
              "      <td>61.322000</td>\n",
              "      <td>1.916000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>80</td>\n",
              "      <td>0.012700</td>\n",
              "      <td>0.020086</td>\n",
              "      <td>0.997661</td>\n",
              "      <td>0.930152</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.953734</td>\n",
              "      <td>0.977177</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.002339</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>9.761600</td>\n",
              "      <td>55.729000</td>\n",
              "      <td>1.742000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>81</td>\n",
              "      <td>0.012400</td>\n",
              "      <td>0.019584</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.943128</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959422</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.395400</td>\n",
              "      <td>64.798000</td>\n",
              "      <td>2.025000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>82</td>\n",
              "      <td>0.012100</td>\n",
              "      <td>0.018943</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.935679</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959430</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.721100</td>\n",
              "      <td>62.378000</td>\n",
              "      <td>1.949000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>83</td>\n",
              "      <td>0.011800</td>\n",
              "      <td>0.018644</td>\n",
              "      <td>0.998051</td>\n",
              "      <td>0.947203</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.961570</td>\n",
              "      <td>0.980981</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.001949</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.352000</td>\n",
              "      <td>58.169000</td>\n",
              "      <td>1.818000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>84</td>\n",
              "      <td>0.011400</td>\n",
              "      <td>0.018488</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933082</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957446</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.070500</td>\n",
              "      <td>76.939000</td>\n",
              "      <td>2.404000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>85</td>\n",
              "      <td>0.011200</td>\n",
              "      <td>0.018274</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933082</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957446</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.626000</td>\n",
              "      <td>56.513000</td>\n",
              "      <td>1.766000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>86</td>\n",
              "      <td>0.010900</td>\n",
              "      <td>0.017928</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.931398</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955662</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>12.648400</td>\n",
              "      <td>43.010000</td>\n",
              "      <td>1.344000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>87</td>\n",
              "      <td>0.010600</td>\n",
              "      <td>0.017765</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.935666</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959350</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.927500</td>\n",
              "      <td>60.936000</td>\n",
              "      <td>1.904000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>88</td>\n",
              "      <td>0.010300</td>\n",
              "      <td>0.017475</td>\n",
              "      <td>0.997661</td>\n",
              "      <td>0.929966</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.953950</td>\n",
              "      <td>0.977177</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.002339</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.790700</td>\n",
              "      <td>55.563000</td>\n",
              "      <td>1.736000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>89</td>\n",
              "      <td>0.010100</td>\n",
              "      <td>0.017201</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.931231</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955598</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.911500</td>\n",
              "      <td>54.886000</td>\n",
              "      <td>1.715000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>90</td>\n",
              "      <td>0.009900</td>\n",
              "      <td>0.016866</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.940782</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957801</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.132500</td>\n",
              "      <td>76.271000</td>\n",
              "      <td>2.383000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>91</td>\n",
              "      <td>0.009600</td>\n",
              "      <td>0.016783</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.938637</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959538</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.928571</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>10.010600</td>\n",
              "      <td>54.342000</td>\n",
              "      <td>1.698000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>92</td>\n",
              "      <td>0.009300</td>\n",
              "      <td>0.016642</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.937363</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957402</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.928571</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.846700</td>\n",
              "      <td>61.492000</td>\n",
              "      <td>1.922000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>93</td>\n",
              "      <td>0.009100</td>\n",
              "      <td>0.016224</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933816</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957658</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.955300</td>\n",
              "      <td>60.746000</td>\n",
              "      <td>1.898000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>94</td>\n",
              "      <td>0.008900</td>\n",
              "      <td>0.016072</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.939070</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.956008</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.866667</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>9.609500</td>\n",
              "      <td>56.611000</td>\n",
              "      <td>1.769000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>95</td>\n",
              "      <td>0.008700</td>\n",
              "      <td>0.015516</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.931619</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955722</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.928571</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.695600</td>\n",
              "      <td>70.690000</td>\n",
              "      <td>2.209000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>96</td>\n",
              "      <td>0.008500</td>\n",
              "      <td>0.015561</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.931699</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955971</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.967742</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.833333</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.536800</td>\n",
              "      <td>57.042000</td>\n",
              "      <td>1.783000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>97</td>\n",
              "      <td>0.008200</td>\n",
              "      <td>0.015251</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.940782</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957801</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>10.021800</td>\n",
              "      <td>54.282000</td>\n",
              "      <td>1.696000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>98</td>\n",
              "      <td>0.008000</td>\n",
              "      <td>0.015223</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933983</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957566</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.941600</td>\n",
              "      <td>60.839000</td>\n",
              "      <td>1.901000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>99</td>\n",
              "      <td>0.007800</td>\n",
              "      <td>0.014914</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.938368</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959497</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.647800</td>\n",
              "      <td>56.386000</td>\n",
              "      <td>1.762000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>100</td>\n",
              "      <td>0.007700</td>\n",
              "      <td>0.014851</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933983</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957566</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.911500</td>\n",
              "      <td>54.886000</td>\n",
              "      <td>1.715000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>101</td>\n",
              "      <td>0.007500</td>\n",
              "      <td>0.014717</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933816</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957658</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.725300</td>\n",
              "      <td>55.936000</td>\n",
              "      <td>1.748000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>102</td>\n",
              "      <td>0.007300</td>\n",
              "      <td>0.014544</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.938569</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959125</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.383300</td>\n",
              "      <td>73.679000</td>\n",
              "      <td>2.302000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>103</td>\n",
              "      <td>0.007100</td>\n",
              "      <td>0.014428</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.934676</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955366</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.091800</td>\n",
              "      <td>76.709000</td>\n",
              "      <td>2.397000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>104</td>\n",
              "      <td>0.007000</td>\n",
              "      <td>0.014186</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933642</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957520</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.268800</td>\n",
              "      <td>58.691000</td>\n",
              "      <td>1.834000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>105</td>\n",
              "      <td>0.006800</td>\n",
              "      <td>0.014012</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.940782</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957801</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>10.171800</td>\n",
              "      <td>53.481000</td>\n",
              "      <td>1.671000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>106</td>\n",
              "      <td>0.006700</td>\n",
              "      <td>0.013745</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.942466</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959585</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.195200</td>\n",
              "      <td>75.606000</td>\n",
              "      <td>2.363000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>107</td>\n",
              "      <td>0.006500</td>\n",
              "      <td>0.013746</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.940782</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957801</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.641300</td>\n",
              "      <td>56.424000</td>\n",
              "      <td>1.763000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>108</td>\n",
              "      <td>0.006300</td>\n",
              "      <td>0.013661</td>\n",
              "      <td>0.997758</td>\n",
              "      <td>0.931398</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.955662</td>\n",
              "      <td>0.978128</td>\n",
              "      <td>0.957407</td>\n",
              "      <td>0.002242</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.665000</td>\n",
              "      <td>56.286000</td>\n",
              "      <td>1.759000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>109</td>\n",
              "      <td>0.006200</td>\n",
              "      <td>0.013496</td>\n",
              "      <td>0.997661</td>\n",
              "      <td>0.929374</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.953833</td>\n",
              "      <td>0.977177</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.002339</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>10.002400</td>\n",
              "      <td>54.387000</td>\n",
              "      <td>1.700000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>110</td>\n",
              "      <td>0.006100</td>\n",
              "      <td>0.013418</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.944959</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959712</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.669500</td>\n",
              "      <td>62.749000</td>\n",
              "      <td>1.961000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>111</td>\n",
              "      <td>0.005900</td>\n",
              "      <td>0.013087</td>\n",
              "      <td>0.997661</td>\n",
              "      <td>0.929374</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.953833</td>\n",
              "      <td>0.977177</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.002339</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.903226</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>7.791900</td>\n",
              "      <td>69.816000</td>\n",
              "      <td>2.182000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>112</td>\n",
              "      <td>0.005800</td>\n",
              "      <td>0.013256</td>\n",
              "      <td>0.997661</td>\n",
              "      <td>0.929918</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.953969</td>\n",
              "      <td>0.977177</td>\n",
              "      <td>0.955556</td>\n",
              "      <td>0.002339</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.900000</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.172300</td>\n",
              "      <td>66.566000</td>\n",
              "      <td>2.080000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>113</td>\n",
              "      <td>0.005700</td>\n",
              "      <td>0.012943</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.933082</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.957446</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.933333</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>9.959400</td>\n",
              "      <td>54.622000</td>\n",
              "      <td>1.707000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>114</td>\n",
              "      <td>0.005500</td>\n",
              "      <td>0.012872</td>\n",
              "      <td>0.997856</td>\n",
              "      <td>0.944818</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.958299</td>\n",
              "      <td>0.979079</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.002144</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.866667</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>0.978723</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.848485</td>\n",
              "      <td>0.866667</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>0.941176</td>\n",
              "      <td>8.428600</td>\n",
              "      <td>64.542000</td>\n",
              "      <td>2.017000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>115</td>\n",
              "      <td>0.005400</td>\n",
              "      <td>0.012646</td>\n",
              "      <td>0.997953</td>\n",
              "      <td>0.938248</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.959413</td>\n",
              "      <td>0.980030</td>\n",
              "      <td>0.961111</td>\n",
              "      <td>0.002047</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.838710</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.976744</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.923077</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>8.849900</td>\n",
              "      <td>61.470000</td>\n",
              "      <td>1.921000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>116</td>\n",
              "      <td>0.005300</td>\n",
              "      <td>0.012608</td>\n",
              "      <td>0.998051</td>\n",
              "      <td>0.948382</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.961246</td>\n",
              "      <td>0.980981</td>\n",
              "      <td>0.962963</td>\n",
              "      <td>0.001949</td>\n",
              "      <td>0.857143</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.800000</td>\n",
              "      <td>0.937500</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.909091</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.952381</td>\n",
              "      <td>0.888889</td>\n",
              "      <td>0.964912</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.666667</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.990291</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.823529</td>\n",
              "      <td>0.947368</td>\n",
              "      <td>0.875000</td>\n",
              "      <td>0.972973</td>\n",
              "      <td>0.882353</td>\n",
              "      <td>0.965517</td>\n",
              "      <td>0.990476</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.969697</td>\n",
              "      <td>10.136600</td>\n",
              "      <td>53.667000</td>\n",
              "      <td>1.677000</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# 모델 평가"
      ],
      "metadata": {
        "id": "TlKOXZDU79zS"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "training_args = TrainingArguments(\n",
        "    output_dir=save_dir,\n",
        "    do_train=True,\n",
        "    do_eval=True,\n",
        "    num_train_epochs=EPOCHS,\n",
        "    per_device_train_batch_size=BATCH_SIZE,\n",
        "    per_device_eval_batch_size=BATCH_SIZE,\n",
        "    logging_strategy=\"epoch\",\n",
        "    logging_dir='./logs',\n",
        "    learning_rate=2e-5,\n",
        "    run_name=\"v1\",\n",
        "    seed=42,\n",
        "    remove_unused_columns=False,\n",
        ")"
      ],
      "metadata": {
        "id": "AJikS4MRSMO1"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "def _mp_test_fn(index=None, frags=None):\n",
        "\n",
        "    model = AutoModelForImageClassification.from_pretrained(\"/content/model\").to(device)\n",
        "\n",
        "    # state_dict = torch.load(f\"/content/model/pytorch_model.bin\")\n",
        "    # model = Model().to(device)\n",
        "    # model.load_state_dict(state_dict=state_dict)\n",
        "\n",
        "    trainer = Trainer(\n",
        "        model=model,\n",
        "        args=training_args,\n",
        "        train_dataset=train,\n",
        "        eval_dataset=test,\n",
        "        compute_metrics=compute_metrics,\n",
        "        tokenizer=processor,\n",
        "        data_collator=collate_fn,\n",
        "    )\n",
        "\n",
        "    try: print(trainer.evaluate())\n",
        "    finally: trainer.save_model()"
      ],
      "metadata": {
        "id": "YZvNhi-o8AAt"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "xmp.spawn(_mp_test_fn, args=(), nprocs=1, start_method='fork')"
      ],
      "metadata": {
        "id": "I4AfVsJ78PK6"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "import pandas as pd\n",
        "from torch import tensor\n",
        "\n",
        "a = {'eval_loss': 0.007293897680938244, 'eval_accuracy': 0.9979521036148071, 'eval_f1_score': 0.9610897898674011, 'eval_auroc': 0.9715272784233093, 'eval_recall': 0.9610897898674011, 'eval_precision': 0.9610897898674011, 'eval_0': 0.9348914623260498, 'eval_1': 0.9439002871513367, 'eval_2': 0.978723406791687, 'eval_3': 0.9713168144226074, 'eval_4': 0.9909090995788574, 'eval_5': 0.9720101952552795, 'eval_6': 0.968137264251709, 'eval_7': 0.8056460618972778, 'eval_8': 0.9977924823760986, 'eval_9': 0.9023883938789368, 'eval_10': 0.998643159866333, 'eval_11': 0.9737556576728821, 'eval_12': 0.9800676703453064, 'eval_13': 0.9874030947685242, 'eval_14': 0.966625452041626, 'eval_15': 0.9981871843338013, 'eval_16': 0.9843288660049438, 'eval_17': 0.9479768872261047, 'eval_18': 0.9586426019668579, 'eval_19': 0.9671787619590759, 'eval_20': 0.9717513918876648, 'eval_21': 0.9022801518440247, 'eval_22': 0.8054607510566711, 'eval_23': 0.9841726422309875, 'eval_24': 0.9904054403305054, 'eval_25': 0.9991401433944702, 'eval_26': 0.9816778898239136, 'eval_27': 0.9838337302207947, 'eval_28': 0.9446237683296204, 'eval_29': 0.7343904972076416, 'eval_30': 0.8848314881324768, 'eval_31': 0.9044075608253479, 'eval_32': 0.9190462231636047, 'eval_33': 0.9388272762298584, 'eval_34': 0.864098846912384, 'eval_35': 0.9904612302780151, 'eval_36': 0.9533527493476868, 'eval_37': 0.9835957884788513, 'eval_runtime': 840.3154, 'eval_samples_per_second': 61.425, 'eval_steps_per_second': 1.92}\n",
        "a  = pd.DataFrame(a.values(), index=a.keys())\n",
        "a"
      ],
      "metadata": {
        "id": "JdCHDmCJWmZD"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "y0dwxmLH4Qsg"
      },
      "execution_count": null,
      "outputs": []
    }
  ],
  "metadata": {
    "colab": {
      "provenance": [],
      "collapsed_sections": [
        "UaSE1oYbHcVi"
      ]
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "TPU",
    "widgets": {
      "application/vnd.jupyter.widget-state+json": {
        "2126547d342b43179be7ee0863a2cce5": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_8b8861b6451a4d5aacdb74bbb6922fb2",
              "IPY_MODEL_fd3f1e1ea51f4f36874571d10511778f",
              "IPY_MODEL_f40f6b2946464d51a5b54efc5901bc95"
            ],
            "layout": "IPY_MODEL_d27f9b2ae4a4433b8ed50d98988830ac"
          }
        },
        "8b8861b6451a4d5aacdb74bbb6922fb2": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_cd0f2c581f6d49afafe0bafe96b40be4",
            "placeholder": "​",
            "style": "IPY_MODEL_8f25ea4e5eb5447abc46b2643a9e5d30",
            "value": "Resolving data files: 100%"
          }
        },
        "fd3f1e1ea51f4f36874571d10511778f": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatProgressModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_fdb363c3af3f4fd3af528b9b8d385c02",
            "max": 2158,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_1c08f8c6dbbe4b9a94a432887c7afe6b",
            "value": 2158
          }
        },
        "f40f6b2946464d51a5b54efc5901bc95": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_ab0663af1cd448d292b858b16f41b3f8",
            "placeholder": "​",
            "style": "IPY_MODEL_a5caea2cbdce4d269aa6e2131ae11297",
            "value": " 2158/2158 [00:00&lt;00:00, 31509.00it/s]"
          }
        },
        "d27f9b2ae4a4433b8ed50d98988830ac": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "cd0f2c581f6d49afafe0bafe96b40be4": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "8f25ea4e5eb5447abc46b2643a9e5d30": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "fdb363c3af3f4fd3af528b9b8d385c02": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "1c08f8c6dbbe4b9a94a432887c7afe6b": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "ProgressStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "ab0663af1cd448d292b858b16f41b3f8": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "a5caea2cbdce4d269aa6e2131ae11297": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "a6c497e4ede74d29bdae820fbc346f8e": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_dadbc2a940a74ac18f877e890aa9de92",
              "IPY_MODEL_8b0ebd8d76d74eae9dd6deee84617e65",
              "IPY_MODEL_e01d145b23244242a137230d6edb0c6f"
            ],
            "layout": "IPY_MODEL_2430788b5f9e45ceb64305fb965ac005"
          }
        },
        "dadbc2a940a74ac18f877e890aa9de92": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_f1a1ac55925e4472871ab3008da91d5e",
            "placeholder": "​",
            "style": "IPY_MODEL_d1029957561c4e3d8a3d4b4712dc14ad",
            "value": "Resolving data files: 100%"
          }
        },
        "8b0ebd8d76d74eae9dd6deee84617e65": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatProgressModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_6c73d1e483334bbbbf7c48940f89bfae",
            "max": 540,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_d07077d712764f2182a7f3cdcb89ea07",
            "value": 540
          }
        },
        "e01d145b23244242a137230d6edb0c6f": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_3cd58f7c4f5f4c438b88c8df7afe0ec2",
            "placeholder": "​",
            "style": "IPY_MODEL_0534eae3c1c040e6b552bd2c018ef58e",
            "value": " 540/540 [00:00&lt;00:00, 17678.56it/s]"
          }
        },
        "2430788b5f9e45ceb64305fb965ac005": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "f1a1ac55925e4472871ab3008da91d5e": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "d1029957561c4e3d8a3d4b4712dc14ad": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "6c73d1e483334bbbbf7c48940f89bfae": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "d07077d712764f2182a7f3cdcb89ea07": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "ProgressStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "3cd58f7c4f5f4c438b88c8df7afe0ec2": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "0534eae3c1c040e6b552bd2c018ef58e": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "5d53ea97e6b241898e258b18aac498b9": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_e742e2e534a6436ab3b45303462b9459",
              "IPY_MODEL_d09f431c5caf47c4b9202d32a9673fb5",
              "IPY_MODEL_e10ba1ad61244d569ebf00b70571c3bc"
            ],
            "layout": "IPY_MODEL_f6800b5327c34fe2b0c6d56950636eaa"
          }
        },
        "e742e2e534a6436ab3b45303462b9459": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_41e2561a00bc4fa4ab441e48750a5f4b",
            "placeholder": "​",
            "style": "IPY_MODEL_d70c227e6f064c8e9ddb1ae3cbd332ec",
            "value": "Resolving data files: 100%"
          }
        },
        "d09f431c5caf47c4b9202d32a9673fb5": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatProgressModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_e42163a497b94fc29e418840014b1f5b",
            "max": 51606,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_06448f6435274db78916d3b10dec6d9a",
            "value": 51606
          }
        },
        "e10ba1ad61244d569ebf00b70571c3bc": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_b83bc27d9b1548cd8d332848a1a4ed6d",
            "placeholder": "​",
            "style": "IPY_MODEL_eb1008bad95e40fd88060cf52e7dca85",
            "value": " 51606/51606 [00:00&lt;00:00, 133956.58it/s]"
          }
        },
        "f6800b5327c34fe2b0c6d56950636eaa": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "41e2561a00bc4fa4ab441e48750a5f4b": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "d70c227e6f064c8e9ddb1ae3cbd332ec": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "e42163a497b94fc29e418840014b1f5b": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "06448f6435274db78916d3b10dec6d9a": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "ProgressStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "b83bc27d9b1548cd8d332848a1a4ed6d": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "eb1008bad95e40fd88060cf52e7dca85": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "a4797e145e7f4d9c82b6298d454b56fe": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_f27a993802654b23954af0e4d5ee94dd",
              "IPY_MODEL_5c6fa603372d4a999ad8516c8775bd82",
              "IPY_MODEL_d70ef2e41d2d466e86c13ca623e038c7"
            ],
            "layout": "IPY_MODEL_0e524ffa51e242b6aa41203de4b076ab"
          }
        },
        "f27a993802654b23954af0e4d5ee94dd": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_3342b222cb8a40219a187e59e6787547",
            "placeholder": "​",
            "style": "IPY_MODEL_5098ebd0ce48437a9ce567c0ea5ff2bc",
            "value": "Downloading data files: 100%"
          }
        },
        "5c6fa603372d4a999ad8516c8775bd82": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatProgressModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_691fbad3543e4d519dd37c75ea00d454",
            "max": 2158,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_9e57732f47b8416b8faafe3db476ee3a",
            "value": 2158
          }
        },
        "d70ef2e41d2d466e86c13ca623e038c7": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_8a55103ca5c5405e96e8cbc9c66dce44",
            "placeholder": "​",
            "style": "IPY_MODEL_6905fb39270442459b385c150a607e26",
            "value": " 2158/2158 [00:00&lt;00:00, 23257.50it/s]"
          }
        },
        "0e524ffa51e242b6aa41203de4b076ab": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "3342b222cb8a40219a187e59e6787547": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "5098ebd0ce48437a9ce567c0ea5ff2bc": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "691fbad3543e4d519dd37c75ea00d454": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "9e57732f47b8416b8faafe3db476ee3a": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "ProgressStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "8a55103ca5c5405e96e8cbc9c66dce44": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "6905fb39270442459b385c150a607e26": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "cfe9ad21e52c4347a4bfb6499ccc484c": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_e0b915fbc5024cac8e3fed5f7b74700e",
              "IPY_MODEL_b7f081edf93d492f9bfdf12d956bc804",
              "IPY_MODEL_2b0fbdda2f024c48adcd282693e1de2f"
            ],
            "layout": "IPY_MODEL_26305725d69d405e9bae0da3ef528ed3"
          }
        },
        "e0b915fbc5024cac8e3fed5f7b74700e": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_551c634b718b420bb3e85973e82bcbf1",
            "placeholder": "​",
            "style": "IPY_MODEL_1470498e76414f3b931194f763a6647b",
            "value": "Downloading data files: "
          }
        },
        "b7f081edf93d492f9bfdf12d956bc804": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatProgressModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_8b5e1fd446014d1296b68fae56e1fa25",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_215660a22f5a403c91b0fbb6e8e168e9",
            "value": 0
          }
        },
        "2b0fbdda2f024c48adcd282693e1de2f": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_0525a7f3cd4e490d9fca29391998cd5d",
            "placeholder": "​",
            "style": "IPY_MODEL_44a8aa1a58c1495e9fc29d93dc6d00e7",
            "value": " 0/0 [00:00&lt;?, ?it/s]"
          }
        },
        "26305725d69d405e9bae0da3ef528ed3": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "551c634b718b420bb3e85973e82bcbf1": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "1470498e76414f3b931194f763a6647b": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "8b5e1fd446014d1296b68fae56e1fa25": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "20px"
          }
        },
        "215660a22f5a403c91b0fbb6e8e168e9": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "ProgressStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "0525a7f3cd4e490d9fca29391998cd5d": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "44a8aa1a58c1495e9fc29d93dc6d00e7": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "95ca7e790d984a3c8b881f57e7b5b69b": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_33b16952e196403db8b6dd6e050b4064",
              "IPY_MODEL_3684d389e0ae4e3a923e75c54ee1cb7d",
              "IPY_MODEL_42edfd3fea6549a7bad40f0ac138612b"
            ],
            "layout": "IPY_MODEL_d2d555f9c5d94bd594a3b8c790c72549"
          }
        },
        "33b16952e196403db8b6dd6e050b4064": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_567eebed7f5d40e3b6bbc7bebf29601a",
            "placeholder": "​",
            "style": "IPY_MODEL_84aed3fab98c41de9e514cc416639fc7",
            "value": "Extracting data files: "
          }
        },
        "3684d389e0ae4e3a923e75c54ee1cb7d": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatProgressModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_3706a2e4ba334271b9c5a405de641ad2",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_49691b87a24040f0ab60098c2a604426",
            "value": 0
          }
        },
        "42edfd3fea6549a7bad40f0ac138612b": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_bbcbf946029747c08d85b3d5b1049c93",
            "placeholder": "​",
            "style": "IPY_MODEL_30f13a81b672472db84654854a0bf529",
            "value": " 0/0 [00:00&lt;?, ?it/s]"
          }
        },
        "d2d555f9c5d94bd594a3b8c790c72549": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "567eebed7f5d40e3b6bbc7bebf29601a": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "84aed3fab98c41de9e514cc416639fc7": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "3706a2e4ba334271b9c5a405de641ad2": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "20px"
          }
        },
        "49691b87a24040f0ab60098c2a604426": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "ProgressStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "bbcbf946029747c08d85b3d5b1049c93": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "30f13a81b672472db84654854a0bf529": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "dd0037baf3df47299b2743d1f8fb4471": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_ada343240af9446182d4f39476084c60",
              "IPY_MODEL_412d3f989ebe4770bcbc6488aa3a8bf0",
              "IPY_MODEL_0c12e54c635941fd8eab971abec08d97"
            ],
            "layout": "IPY_MODEL_4214b8f2cbfb4e08b4a95ee9dc588002"
          }
        },
        "ada343240af9446182d4f39476084c60": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_0b642c7e888f4b01aa13841b7bfa49db",
            "placeholder": "​",
            "style": "IPY_MODEL_6468d10d58ef4270a00a9799b3ba53e0",
            "value": "Downloading data files: 100%"
          }
        },
        "412d3f989ebe4770bcbc6488aa3a8bf0": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatProgressModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_9a3763a185d540f9ba9916b3d58a6c73",
            "max": 540,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_3f93cabdd2c84f82a79821028c7b7697",
            "value": 540
          }
        },
        "0c12e54c635941fd8eab971abec08d97": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_d6850eeedf474475ba189da494ae281b",
            "placeholder": "​",
            "style": "IPY_MODEL_f830b8604b9747d08e81c0564d7f42ff",
            "value": " 540/540 [00:00&lt;00:00, 13310.71it/s]"
          }
        },
        "4214b8f2cbfb4e08b4a95ee9dc588002": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "0b642c7e888f4b01aa13841b7bfa49db": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "6468d10d58ef4270a00a9799b3ba53e0": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "9a3763a185d540f9ba9916b3d58a6c73": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "3f93cabdd2c84f82a79821028c7b7697": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "ProgressStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "d6850eeedf474475ba189da494ae281b": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "f830b8604b9747d08e81c0564d7f42ff": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "83844d605f8048639373a21f70ba89ed": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_b0b66382a8584f11a52e0252a456698f",
              "IPY_MODEL_cbbe24d7927d44d6ba4a1e380d066ee9",
              "IPY_MODEL_7060987d8d5b48cf86eac43a0e125504"
            ],
            "layout": "IPY_MODEL_85c5087b5ca6431fbe3af777afdcedd0"
          }
        },
        "b0b66382a8584f11a52e0252a456698f": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_a331d05b74ba43e7bb36b99201281997",
            "placeholder": "​",
            "style": "IPY_MODEL_43259436d86d41db946c335967479fb7",
            "value": "Downloading data files: "
          }
        },
        "cbbe24d7927d44d6ba4a1e380d066ee9": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatProgressModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_d395a51508a84161a8d27a8af32373c8",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_a06ad515de774843bcfe5d3ad22aaf71",
            "value": 0
          }
        },
        "7060987d8d5b48cf86eac43a0e125504": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_6a828a7c889746f29b73742d8082ca17",
            "placeholder": "​",
            "style": "IPY_MODEL_2573ce1e37ee455fa8bf8911fb948760",
            "value": " 0/0 [00:00&lt;?, ?it/s]"
          }
        },
        "85c5087b5ca6431fbe3af777afdcedd0": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "a331d05b74ba43e7bb36b99201281997": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "43259436d86d41db946c335967479fb7": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "d395a51508a84161a8d27a8af32373c8": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "20px"
          }
        },
        "a06ad515de774843bcfe5d3ad22aaf71": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "ProgressStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "6a828a7c889746f29b73742d8082ca17": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "2573ce1e37ee455fa8bf8911fb948760": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "5629b68912544d69a10f7e9e19791492": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_71c93df49d214cc393cf1483d19d0f1c",
              "IPY_MODEL_11b6880ba6d94f42b6beb393d82c7c63",
              "IPY_MODEL_9ff4dbc40a94404590cbd113ffe2f237"
            ],
            "layout": "IPY_MODEL_95bf64196dfd48c09bc96b9b82a7ee78"
          }
        },
        "71c93df49d214cc393cf1483d19d0f1c": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_4b767b59794c48b0a97a41642a6ec037",
            "placeholder": "​",
            "style": "IPY_MODEL_99d112129c944f7e9b2e2f23003ef427",
            "value": "Extracting data files: "
          }
        },
        "11b6880ba6d94f42b6beb393d82c7c63": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatProgressModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_591f09bedce5419fbb5a1634608fde54",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_2bf1ed7d19c94b4dbd01e7f067ae0ae5",
            "value": 0
          }
        },
        "9ff4dbc40a94404590cbd113ffe2f237": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_51076f0d98684f7684ec48674239edbc",
            "placeholder": "​",
            "style": "IPY_MODEL_3b6219f448a4480a80d7363647f2242d",
            "value": " 0/0 [00:00&lt;?, ?it/s]"
          }
        },
        "95bf64196dfd48c09bc96b9b82a7ee78": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "4b767b59794c48b0a97a41642a6ec037": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "99d112129c944f7e9b2e2f23003ef427": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "591f09bedce5419fbb5a1634608fde54": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "20px"
          }
        },
        "2bf1ed7d19c94b4dbd01e7f067ae0ae5": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "ProgressStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "51076f0d98684f7684ec48674239edbc": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "3b6219f448a4480a80d7363647f2242d": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "2526493f686c46f09934d467fe3627e4": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_d5048da789524704a3096785b3d99b91",
              "IPY_MODEL_851941ceee2844a3a77edeacf12ffb43",
              "IPY_MODEL_caf6042d6b4c4a548b65da8489b9432a"
            ],
            "layout": "IPY_MODEL_3a49ff013620473f91416ac10b7c48fd"
          }
        },
        "d5048da789524704a3096785b3d99b91": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_dd905a9fc631401f97e31945f62f505c",
            "placeholder": "​",
            "style": "IPY_MODEL_16a1b13153a94cf78d91f9d36fac6138",
            "value": "Downloading data files: 100%"
          }
        },
        "851941ceee2844a3a77edeacf12ffb43": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatProgressModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_c8c9d07764e6490e935bce65c2bc8735",
            "max": 51606,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_f260c84b4c51421a8ad46672c0d39572",
            "value": 51606
          }
        },
        "caf6042d6b4c4a548b65da8489b9432a": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_cf7a0946dcb945bbb2a640c0d27e16d8",
            "placeholder": "​",
            "style": "IPY_MODEL_dd75683186f44e94816e106509680e39",
            "value": " 51606/51606 [00:01&lt;00:00, 36441.21it/s]"
          }
        },
        "3a49ff013620473f91416ac10b7c48fd": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "dd905a9fc631401f97e31945f62f505c": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "16a1b13153a94cf78d91f9d36fac6138": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "c8c9d07764e6490e935bce65c2bc8735": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "f260c84b4c51421a8ad46672c0d39572": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "ProgressStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "cf7a0946dcb945bbb2a640c0d27e16d8": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "dd75683186f44e94816e106509680e39": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "beefcf226a1f41678ad6e15fcc9a7f32": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_16645969fbfa4b8684b87e3ed736e0e1",
              "IPY_MODEL_d3fd19111cb44c05a4373e043a7c96fe",
              "IPY_MODEL_857a49e291bc4fd58c168f1319b71290"
            ],
            "layout": "IPY_MODEL_cc1d1f35dc6d40ffb2592403726e39ec"
          }
        },
        "16645969fbfa4b8684b87e3ed736e0e1": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_9c9ee6d0c84944b3b0b556e94c515467",
            "placeholder": "​",
            "style": "IPY_MODEL_efe6a1dbbb7a4d459a1cf69e5238a826",
            "value": "Downloading data files: "
          }
        },
        "d3fd19111cb44c05a4373e043a7c96fe": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatProgressModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_f66e8b8f1a084b80a5e9aded593fbbfb",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_84025b93aaa84005bb113641a4c59e07",
            "value": 0
          }
        },
        "857a49e291bc4fd58c168f1319b71290": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_30c0a18b8f8b4832ac6c68af8b83527a",
            "placeholder": "​",
            "style": "IPY_MODEL_da68b2af9e8241b7a7f013e563d6d55f",
            "value": " 0/0 [00:00&lt;?, ?it/s]"
          }
        },
        "cc1d1f35dc6d40ffb2592403726e39ec": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "9c9ee6d0c84944b3b0b556e94c515467": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "efe6a1dbbb7a4d459a1cf69e5238a826": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "f66e8b8f1a084b80a5e9aded593fbbfb": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "20px"
          }
        },
        "84025b93aaa84005bb113641a4c59e07": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "ProgressStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "30c0a18b8f8b4832ac6c68af8b83527a": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "da68b2af9e8241b7a7f013e563d6d55f": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "ab134c170919468787bc5a6f729dcadc": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_5e3b36dd9ae54a1497f3887f78f19ebc",
              "IPY_MODEL_786a0071f0e945138326098ffcd7a5be",
              "IPY_MODEL_402c8cdd43174f60974d1da03b3fa485"
            ],
            "layout": "IPY_MODEL_1c4e30c5104e454999ccd294823c8657"
          }
        },
        "5e3b36dd9ae54a1497f3887f78f19ebc": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_a830e29aa32e44cabf350eeeec3608da",
            "placeholder": "​",
            "style": "IPY_MODEL_7f041ffb8a824253b183d5111f3abf6d",
            "value": "Extracting data files: "
          }
        },
        "786a0071f0e945138326098ffcd7a5be": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatProgressModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_8f263f36338b44d0806c0d8c6f8674ea",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_446f61835e52455ab55b6ffe454c81cd",
            "value": 0
          }
        },
        "402c8cdd43174f60974d1da03b3fa485": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_54914884efa2442a8f19d618e45cb88b",
            "placeholder": "​",
            "style": "IPY_MODEL_39d71f78d89c48e5bd2e3cf77ce4fbf3",
            "value": " 0/0 [00:00&lt;?, ?it/s]"
          }
        },
        "1c4e30c5104e454999ccd294823c8657": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "a830e29aa32e44cabf350eeeec3608da": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "7f041ffb8a824253b183d5111f3abf6d": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "8f263f36338b44d0806c0d8c6f8674ea": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "20px"
          }
        },
        "446f61835e52455ab55b6ffe454c81cd": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "ProgressStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "54914884efa2442a8f19d618e45cb88b": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "39d71f78d89c48e5bd2e3cf77ce4fbf3": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "e41aacb34a604988b3e1bd6af388b11a": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_c0acdd072cba4d3898251c9e9d10c808",
              "IPY_MODEL_8365097ff4c14f13b857696d59f40618",
              "IPY_MODEL_13ce542640f440d9bc4214eb759642bd"
            ],
            "layout": "IPY_MODEL_83a2277d0ec64ed38a73a334c7a80459"
          }
        },
        "c0acdd072cba4d3898251c9e9d10c808": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_cec8ce53210749b39a35ae4789f6d524",
            "placeholder": "​",
            "style": "IPY_MODEL_a9697bea8ee841e3bccfbcf0e12e868b",
            "value": "Generating train split: "
          }
        },
        "8365097ff4c14f13b857696d59f40618": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatProgressModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_d55d1b1c00154232bbc1db08bc2e62ff",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_5ccf2a3b707f4dba8539af3d7e82e517",
            "value": 1
          }
        },
        "13ce542640f440d9bc4214eb759642bd": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_c902462802b340c49537ed2e1fc23207",
            "placeholder": "​",
            "style": "IPY_MODEL_0dea4dd4bd8b4eb9a219023cb83c0f4b",
            "value": " 2158/0 [00:00&lt;00:00, 2158.50 examples/s]"
          }
        },
        "83a2277d0ec64ed38a73a334c7a80459": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "cec8ce53210749b39a35ae4789f6d524": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "a9697bea8ee841e3bccfbcf0e12e868b": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "d55d1b1c00154232bbc1db08bc2e62ff": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "20px"
          }
        },
        "5ccf2a3b707f4dba8539af3d7e82e517": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "ProgressStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "c902462802b340c49537ed2e1fc23207": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "0dea4dd4bd8b4eb9a219023cb83c0f4b": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "c6a1b0fc046f405b80d1808792a95bad": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_eaeb7099af124696a387a5cebd9a0b31",
              "IPY_MODEL_8e75f4ad057149a79fdd5918f1a74df5",
              "IPY_MODEL_0d62cf6eb09e4f7ab4e16a3b98edde25"
            ],
            "layout": "IPY_MODEL_d03733cfaf434f95992ce818bbaed0b9"
          }
        },
        "eaeb7099af124696a387a5cebd9a0b31": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_eca2a6085a304723ab30d0e833ad488e",
            "placeholder": "​",
            "style": "IPY_MODEL_e736bc162b184941b0cbf394f6f8c7ec",
            "value": "Generating validation split: "
          }
        },
        "8e75f4ad057149a79fdd5918f1a74df5": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatProgressModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_37c91d58bc144d30a7c1194bd1e586ac",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_1cdd117568dd4bd6a323bdf928492b6c",
            "value": 1
          }
        },
        "0d62cf6eb09e4f7ab4e16a3b98edde25": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_f62ba2dac83043eeb73a7b01fe0a3ccb",
            "placeholder": "​",
            "style": "IPY_MODEL_9370664601224bcf8c56ca15b1be96fc",
            "value": " 540/0 [00:00&lt;00:00, 3028.44 examples/s]"
          }
        },
        "d03733cfaf434f95992ce818bbaed0b9": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "eca2a6085a304723ab30d0e833ad488e": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "e736bc162b184941b0cbf394f6f8c7ec": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "37c91d58bc144d30a7c1194bd1e586ac": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "20px"
          }
        },
        "1cdd117568dd4bd6a323bdf928492b6c": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "ProgressStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "f62ba2dac83043eeb73a7b01fe0a3ccb": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "9370664601224bcf8c56ca15b1be96fc": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "05ae8046010d4723b40983abee1e3dc9": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_36969d3879f145a28b410d89fc8f1120",
              "IPY_MODEL_55f98158fe0d40d99527f57192347cdd",
              "IPY_MODEL_d8b6cdf3e3fa44809d8881f48f13f85b"
            ],
            "layout": "IPY_MODEL_8f5815baafb34c188b4d9d47c7a992e8"
          }
        },
        "36969d3879f145a28b410d89fc8f1120": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_bc23d03371f14ab9bcd62c11c8e9ef2e",
            "placeholder": "​",
            "style": "IPY_MODEL_038e8dd0c610417da04279346e2aebaa",
            "value": "Generating test split: "
          }
        },
        "55f98158fe0d40d99527f57192347cdd": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatProgressModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_1ee3f605a30c468b8780a0b5cd17b983",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_c235a6785ba449358a2be8801f3614da",
            "value": 1
          }
        },
        "d8b6cdf3e3fa44809d8881f48f13f85b": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_a46d4c411c75484ebb57ddfcf36b435b",
            "placeholder": "​",
            "style": "IPY_MODEL_307333bd8de445de8c3af636c9ada501",
            "value": " 51606/0 [00:04&lt;00:00, 11397.38 examples/s]"
          }
        },
        "8f5815baafb34c188b4d9d47c7a992e8": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "bc23d03371f14ab9bcd62c11c8e9ef2e": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "038e8dd0c610417da04279346e2aebaa": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "1ee3f605a30c468b8780a0b5cd17b983": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "20px"
          }
        },
        "c235a6785ba449358a2be8801f3614da": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "ProgressStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "a46d4c411c75484ebb57ddfcf36b435b": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "307333bd8de445de8c3af636c9ada501": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "bed4a0ea977b427c997580c1d3e9af27": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_a865aa71878d407bb950418bf3cfd593",
              "IPY_MODEL_25f2448b5a9142bfa77b250a4ef650e9",
              "IPY_MODEL_41f062127b50449ebab2c5b0470ac43f"
            ],
            "layout": "IPY_MODEL_f7c3babc24814289be39be906317a046"
          }
        },
        "a865aa71878d407bb950418bf3cfd593": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_8e56cf53d6f24f07971c10a0175c2343",
            "placeholder": "​",
            "style": "IPY_MODEL_0e70a5e0ec614b7e8a032c289b4ba8dd",
            "value": "Downloading (…)rocessor_config.json: 100%"
          }
        },
        "25f2448b5a9142bfa77b250a4ef650e9": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatProgressModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_477f57d7687f4d1b8303e72d9f288bbe",
            "max": 160,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_8ba2d0910ae74c2b87a96cff5b48dde3",
            "value": 160
          }
        },
        "41f062127b50449ebab2c5b0470ac43f": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_779e3ac27a5843a9b7e7c094713da511",
            "placeholder": "​",
            "style": "IPY_MODEL_80148132ce864e09a7ed5092646a9b1f",
            "value": " 160/160 [00:00&lt;00:00, 7.37kB/s]"
          }
        },
        "f7c3babc24814289be39be906317a046": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "8e56cf53d6f24f07971c10a0175c2343": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "0e70a5e0ec614b7e8a032c289b4ba8dd": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "477f57d7687f4d1b8303e72d9f288bbe": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "8ba2d0910ae74c2b87a96cff5b48dde3": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "ProgressStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "779e3ac27a5843a9b7e7c094713da511": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "80148132ce864e09a7ed5092646a9b1f": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "5994e9f71acc48f49c4e3292050041fc": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_ee03cbed11914eddbcb5f490964995b8",
              "IPY_MODEL_303086ae5f7340a083d71aac032cddc8",
              "IPY_MODEL_c25d92e6a856429997c3b48447fba610"
            ],
            "layout": "IPY_MODEL_9a790f2221774708bbb53301c114e370"
          }
        },
        "ee03cbed11914eddbcb5f490964995b8": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_cd8a27a8e7594a9aa82d05a206143b7c",
            "placeholder": "​",
            "style": "IPY_MODEL_43ad419e25ad42c6965429dd22b72a59",
            "value": "Downloading (…)lve/main/config.json: 100%"
          }
        },
        "303086ae5f7340a083d71aac032cddc8": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatProgressModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_09cadf0a12074479af23c79864eba8e5",
            "max": 502,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_bd5ead571e8642469249aa6b0b057757",
            "value": 502
          }
        },
        "c25d92e6a856429997c3b48447fba610": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_746bf42866334f69ab698a25348f0408",
            "placeholder": "​",
            "style": "IPY_MODEL_ba7d88d9d4c545f3851f6b6aef642b5c",
            "value": " 502/502 [00:00&lt;00:00, 24.7kB/s]"
          }
        },
        "9a790f2221774708bbb53301c114e370": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "cd8a27a8e7594a9aa82d05a206143b7c": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "43ad419e25ad42c6965429dd22b72a59": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "09cadf0a12074479af23c79864eba8e5": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "bd5ead571e8642469249aa6b0b057757": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "ProgressStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "746bf42866334f69ab698a25348f0408": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "ba7d88d9d4c545f3851f6b6aef642b5c": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "f69b346b72f74babb31075e1f9e7ce3e": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_8d55e35b3d5c4bfbbcb6901a45b1a0b7",
              "IPY_MODEL_b827d25c7ec64fce864ae5f135232247",
              "IPY_MODEL_955bad1e1efc4a8aabb6573ebb18b039"
            ],
            "layout": "IPY_MODEL_a502d4a9783542aa95c746ee2ab0f818"
          }
        },
        "8d55e35b3d5c4bfbbcb6901a45b1a0b7": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_494ac9f68cfd41c2a48efee452ca8929",
            "placeholder": "​",
            "style": "IPY_MODEL_1e214b1f8ab54652afd8e01c9b19911a",
            "value": "Downloading pytorch_model.bin: 100%"
          }
        },
        "b827d25c7ec64fce864ae5f135232247": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatProgressModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_e94cb13bc87346bbb4dcd18c044b03ed",
            "max": 345636463,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_bb559a6b63ac44e591a59a9bd5509d82",
            "value": 345636463
          }
        },
        "955bad1e1efc4a8aabb6573ebb18b039": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_5d2c3d7bc44e4abaa1872d3cfa118719",
            "placeholder": "​",
            "style": "IPY_MODEL_c494e0e21ee8414d9542d478c3005c17",
            "value": " 346M/346M [00:02&lt;00:00, 143MB/s]"
          }
        },
        "a502d4a9783542aa95c746ee2ab0f818": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "494ac9f68cfd41c2a48efee452ca8929": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "1e214b1f8ab54652afd8e01c9b19911a": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "e94cb13bc87346bbb4dcd18c044b03ed": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "bb559a6b63ac44e591a59a9bd5509d82": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "ProgressStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "5d2c3d7bc44e4abaa1872d3cfa118719": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "c494e0e21ee8414d9542d478c3005c17": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        }
      }
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}