kdnet_2.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "kdnet_2.ipynb",
      "provenance": [],
      "collapsed_sections": [
        "pThygoVQeFJi"
      ],
      "machine_shape": "hm",
      "mount_file_id": "1UJO6aIL4WWEVButZSVSiNUhlyks6q089",
      "authorship_tag": "ABX9TyNfOWyWYEwNnwKG17h4vKZF",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/DIPTE/Deep-Geometry-Learning-on-Colab/blob/master/kdnet_2.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "IF23lyBTbH7K",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "!ls"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "pThygoVQeFJi",
        "colab_type": "text"
      },
      "source": [
        "###备注：import 时出现如果出现类似下面的报错：\n",
        "ModuleNotFoundError: No module named ‘XXXX’\n",
        "解决方案：将项目根目录添加到环境变量中:\n",
        "import sys\n",
        "cur = '/content/drive/My Drive/XXXX'\n",
        "sys.path.append(cur)"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "BgGUxYCTbnXJ",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "import os\n",
        "os.chdir('/content/drive/My Drive')#切换工作目录"
      ],
      "execution_count": 2,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "J65LI3fOcFil",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        " !rm -rf kdnet.pytorch"
      ],
      "execution_count": 5,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Jt-r9reWccD5",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "!git clone https://github.com/fxia22/kdnet.pytorch.git"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ARu5Z-qAceBt",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "import os\n",
        "os.chdir('/content/drive/My Drive/kdnet.pytorch/')#切换工作目录"
      ],
      "execution_count": 8,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "SlKO9G7icfnd",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "!bash download.sh"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "z0J-J_9zegIk",
        "colab_type": "text"
      },
      "source": [
        "###add\n",
        "--no-check-certificate"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "6DOaPL-ycjvC",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "774246eb-d6da-4fed-94f4-653bf62e6e39"
      },
      "source": [
        "!python train.py"
      ],
      "execution_count": 13,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "\u001b[1;30;43m流式输出内容被截断，只能显示最后 5000 行内容。\u001b[0m\n",
            "batch: 5001, loss: 1.187682, correct 7/10\n",
            "batch: 5002, loss: 1.783341, correct 5/10\n",
            "batch: 5003, loss: 0.666425, correct 8/10\n",
            "batch: 5004, loss: 0.648768, correct 7/10\n",
            "batch: 5005, loss: 0.334180, correct 9/10\n",
            "batch: 5006, loss: 1.564507, correct 5/10\n",
            "batch: 5007, loss: 0.821783, correct 6/10\n",
            "batch: 5008, loss: 0.940817, correct 7/10\n",
            "batch: 5009, loss: 1.111657, correct 6/10\n",
            "batch: 5010, loss: 1.031285, correct 6/10\n",
            "batch: 5011, loss: 0.383146, correct 10/10\n",
            "batch: 5012, loss: 1.252021, correct 8/10\n",
            "batch: 5013, loss: 0.356995, correct 9/10\n",
            "batch: 5014, loss: 0.885854, correct 9/10\n",
            "batch: 5015, loss: 0.722012, correct 7/10\n",
            "batch: 5016, loss: 0.173205, correct 10/10\n",
            "batch: 5017, loss: 0.562948, correct 8/10\n",
            "batch: 5018, loss: 0.355522, correct 8/10\n",
            "batch: 5019, loss: 0.712443, correct 7/10\n",
            "batch: 5020, loss: 0.723607, correct 7/10\n",
            "batch: 5021, loss: 0.129403, correct 10/10\n",
            "batch: 5022, loss: 0.248358, correct 9/10\n",
            "batch: 5023, loss: 0.594965, correct 8/10\n",
            "batch: 5024, loss: 0.092007, correct 10/10\n",
            "batch: 5025, loss: 0.226564, correct 9/10\n",
            "batch: 5026, loss: 0.428781, correct 8/10\n",
            "batch: 5027, loss: 1.277025, correct 6/10\n",
            "batch: 5028, loss: 0.269585, correct 9/10\n",
            "batch: 5029, loss: 0.778567, correct 8/10\n",
            "batch: 5030, loss: 0.504910, correct 8/10\n",
            "batch: 5031, loss: 0.606692, correct 7/10\n",
            "batch: 5032, loss: 0.698131, correct 8/10\n",
            "batch: 5033, loss: 0.839655, correct 8/10\n",
            "batch: 5034, loss: 1.121070, correct 6/10\n",
            "batch: 5035, loss: 0.706452, correct 7/10\n",
            "batch: 5036, loss: 1.663152, correct 5/10\n",
            "batch: 5037, loss: 0.759164, correct 8/10\n",
            "batch: 5038, loss: 1.404074, correct 3/10\n",
            "batch: 5039, loss: 0.995153, correct 6/10\n",
            "batch: 5040, loss: 1.642483, correct 7/10\n",
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            "batch: 5042, loss: 0.754837, correct 8/10\n",
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            "batch: 5055, loss: 0.953164, correct 6/10\n",
            "batch: 5056, loss: 1.499486, correct 3/10\n",
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            "batch: 5062, loss: 1.168341, correct 6/10\n",
            "batch: 5063, loss: 1.530137, correct 5/10\n",
            "batch: 5064, loss: 0.460003, correct 9/10\n",
            "batch: 5065, loss: 0.321198, correct 9/10\n",
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            "batch: 5073, loss: 0.306500, correct 9/10\n",
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            "batch: 5114, loss: 1.481278, correct 4/10\n",
            "batch: 5115, loss: 0.392281, correct 8/10\n",
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            "batch: 5117, loss: 1.034454, correct 5/10\n",
            "batch: 5118, loss: 0.809550, correct 6/10\n",
            "batch: 5119, loss: 2.187894, correct 4/10\n",
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            "batch: 5130, loss: 0.590422, correct 9/10\n",
            "batch: 5131, loss: 0.676719, correct 6/10\n",
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            "batch: 5134, loss: 1.416130, correct 6/10\n",
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            "batch: 5176, loss: 1.031587, correct 6/10\n",
            "batch: 5177, loss: 1.287120, correct 5/10\n",
            "batch: 5178, loss: 0.256588, correct 10/10\n",
            "batch: 5179, loss: 0.671707, correct 8/10\n",
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            "batch: 5186, loss: 0.906115, correct 8/10\n",
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            "batch: 5203, loss: 0.843897, correct 7/10\n",
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            "batch: 5208, loss: 0.211438, correct 9/10\n",
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            "batch: 5214, loss: 1.246636, correct 4/10\n",
            "batch: 5215, loss: 0.719875, correct 8/10\n",
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            "batch: 5227, loss: 1.665466, correct 5/10\n",
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            "batch: 5276, loss: 0.298011, correct 10/10\n",
            "batch: 5277, loss: 0.876107, correct 8/10\n",
            "batch: 5278, loss: 0.712443, correct 8/10\n",
            "batch: 5279, loss: 0.611744, correct 8/10\n",
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            "batch: 5281, loss: 0.488017, correct 9/10\n",
            "batch: 5282, loss: 0.688989, correct 7/10\n",
            "batch: 5283, loss: 1.153909, correct 7/10\n",
            "batch: 5284, loss: 0.428408, correct 8/10\n",
            "batch: 5285, loss: 0.940535, correct 7/10\n",
            "batch: 5286, loss: 0.315401, correct 8/10\n",
            "batch: 5287, loss: 0.489014, correct 9/10\n",
            "batch: 5288, loss: 0.700202, correct 7/10\n",
            "batch: 5289, loss: 1.026525, correct 7/10\n",
            "batch: 5290, loss: 0.599252, correct 9/10\n",
            "batch: 5291, loss: 0.599812, correct 7/10\n",
            "batch: 5292, loss: 0.355323, correct 9/10\n",
            "batch: 5293, loss: 0.582324, correct 9/10\n",
            "batch: 5294, loss: 1.863144, correct 3/10\n",
            "batch: 5295, loss: 0.724023, correct 8/10\n",
            "batch: 5296, loss: 0.614659, correct 8/10\n",
            "batch: 5297, loss: 1.025462, correct 6/10\n",
            "batch: 5298, loss: 1.012249, correct 8/10\n",
            "batch: 5299, loss: 1.220626, correct 7/10\n",
            "batch: 5300, loss: 0.750471, correct 9/10\n",
            "batch: 5301, loss: 0.481211, correct 9/10\n",
            "batch: 5302, loss: 0.423137, correct 8/10\n",
            "batch: 5303, loss: 0.347658, correct 9/10\n",
            "batch: 5304, loss: 0.553288, correct 8/10\n",
            "batch: 5305, loss: 0.559957, correct 8/10\n",
            "batch: 5306, loss: 0.354283, correct 8/10\n",
            "batch: 5307, loss: 0.284761, correct 8/10\n",
            "batch: 5308, loss: 0.378324, correct 7/10\n",
            "batch: 5309, loss: 0.700506, correct 7/10\n",
            "batch: 5310, loss: 0.344448, correct 9/10\n",
            "batch: 5311, loss: 0.958470, correct 9/10\n",
            "batch: 5312, loss: 0.463338, correct 7/10\n",
            "batch: 5313, loss: 0.191553, correct 10/10\n",
            "batch: 5314, loss: 1.114390, correct 8/10\n",
            "batch: 5315, loss: 0.911558, correct 8/10\n",
            "batch: 5316, loss: 0.036735, correct 10/10\n",
            "batch: 5317, loss: 0.314664, correct 9/10\n",
            "batch: 5318, loss: 0.320227, correct 9/10\n",
            "batch: 5319, loss: 1.492353, correct 6/10\n",
            "batch: 5320, loss: 0.538817, correct 8/10\n",
            "batch: 5321, loss: 0.307353, correct 9/10\n",
            "batch: 5322, loss: 0.463010, correct 9/10\n",
            "batch: 5323, loss: 0.113423, correct 10/10\n",
            "batch: 5324, loss: 0.062926, correct 10/10\n",
            "batch: 5325, loss: 0.751777, correct 6/10\n",
            "batch: 5326, loss: 0.094606, correct 10/10\n",
            "batch: 5327, loss: 0.886513, correct 7/10\n",
            "batch: 5328, loss: 2.432887, correct 7/10\n",
            "batch: 5329, loss: 0.710087, correct 7/10\n",
            "batch: 5330, loss: 1.194037, correct 5/10\n",
            "batch: 5331, loss: 1.087503, correct 8/10\n",
            "batch: 5332, loss: 0.330006, correct 10/10\n",
            "batch: 5333, loss: 0.521542, correct 8/10\n",
            "batch: 5334, loss: 1.354288, correct 6/10\n",
            "batch: 5335, loss: 0.806801, correct 9/10\n",
            "batch: 5336, loss: 0.969408, correct 7/10\n",
            "batch: 5337, loss: 1.135172, correct 8/10\n",
            "batch: 5338, loss: 1.143574, correct 6/10\n",
            "batch: 5339, loss: 0.308150, correct 8/10\n",
            "batch: 5340, loss: 0.638213, correct 9/10\n",
            "batch: 5341, loss: 0.721739, correct 9/10\n",
            "batch: 5342, loss: 1.281622, correct 6/10\n",
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            "batch: 5344, loss: 0.327021, correct 9/10\n",
            "batch: 5345, loss: 0.126995, correct 10/10\n",
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            "batch: 5347, loss: 0.294451, correct 9/10\n",
            "batch: 5348, loss: 0.260799, correct 10/10\n",
            "batch: 5349, loss: 0.167607, correct 10/10\n",
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            "batch: 5353, loss: 0.267713, correct 9/10\n",
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            "batch: 5357, loss: 0.378756, correct 9/10\n",
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            "batch: 5453, loss: 2.013845, correct 4/10\n",
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            "batch: 5528, loss: 0.763121, correct 8/10\n",
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            "batch: 5531, loss: 1.269156, correct 8/10\n",
            "batch: 5532, loss: 1.016244, correct 8/10\n",
            "batch: 5533, loss: 1.746764, correct 4/10\n",
            "batch: 5534, loss: 0.458287, correct 9/10\n",
            "batch: 5535, loss: 0.325175, correct 9/10\n",
            "batch: 5536, loss: 1.594919, correct 7/10\n",
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            "batch: 5538, loss: 0.204377, correct 10/10\n",
            "batch: 5539, loss: 0.919037, correct 8/10\n",
            "batch: 5540, loss: 0.627976, correct 9/10\n",
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            "batch: 5548, loss: 0.412378, correct 8/10\n",
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            "batch: 5551, loss: 0.276892, correct 9/10\n",
            "batch: 5552, loss: 0.281324, correct 9/10\n",
            "batch: 5553, loss: 0.532530, correct 7/10\n",
            "batch: 5554, loss: 0.312422, correct 9/10\n",
            "batch: 5555, loss: 0.782668, correct 7/10\n",
            "batch: 5556, loss: 0.973668, correct 7/10\n",
            "batch: 5557, loss: 1.630429, correct 5/10\n",
            "batch: 5558, loss: 1.297948, correct 6/10\n",
            "batch: 5559, loss: 1.153453, correct 6/10\n",
            "batch: 5560, loss: 0.306958, correct 8/10\n",
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            "batch: 5564, loss: 2.203865, correct 6/10\n",
            "batch: 5565, loss: 0.520842, correct 8/10\n",
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            "batch: 5567, loss: 1.174790, correct 8/10\n",
            "batch: 5568, loss: 0.454931, correct 9/10\n",
            "batch: 5569, loss: 0.774282, correct 9/10\n",
            "batch: 5570, loss: 0.324202, correct 9/10\n",
            "batch: 5571, loss: 0.424963, correct 9/10\n",
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            "batch: 5573, loss: 1.255968, correct 7/10\n",
            "batch: 5574, loss: 0.878693, correct 8/10\n",
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            "batch: 5576, loss: 0.464047, correct 8/10\n",
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            "batch: 5595, loss: 1.353124, correct 6/10\n",
            "batch: 5596, loss: 0.159139, correct 10/10\n",
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            "batch: 5599, loss: 0.359527, correct 9/10\n",
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            "batch: 5609, loss: 0.543199, correct 9/10\n",
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            "batch: 5619, loss: 0.310272, correct 9/10\n",
            "batch: 5620, loss: 1.274526, correct 6/10\n",
            "batch: 5621, loss: 1.844522, correct 4/10\n",
            "batch: 5622, loss: 0.837692, correct 8/10\n",
            "batch: 5623, loss: 1.272080, correct 8/10\n",
            "batch: 5624, loss: 1.486715, correct 6/10\n",
            "batch: 5625, loss: 0.877266, correct 7/10\n",
            "batch: 5626, loss: 0.411873, correct 9/10\n",
            "batch: 5627, loss: 1.169715, correct 6/10\n",
            "batch: 5628, loss: 0.389461, correct 8/10\n",
            "batch: 5629, loss: 0.871592, correct 8/10\n",
            "batch: 5630, loss: 0.344235, correct 9/10\n",
            "batch: 5631, loss: 0.721264, correct 8/10\n",
            "batch: 5632, loss: 0.722389, correct 8/10\n",
            "batch: 5633, loss: 0.600382, correct 8/10\n",
            "batch: 5634, loss: 0.173321, correct 10/10\n",
            "batch: 5635, loss: 0.913840, correct 6/10\n",
            "batch: 5636, loss: 0.628954, correct 8/10\n",
            "batch: 5637, loss: 1.100923, correct 7/10\n",
            "batch: 5638, loss: 0.147638, correct 10/10\n",
            "batch: 5639, loss: 0.708408, correct 7/10\n",
            "batch: 5640, loss: 0.815471, correct 6/10\n",
            "batch: 5641, loss: 0.116998, correct 10/10\n",
            "batch: 5642, loss: 0.650604, correct 8/10\n",
            "batch: 5643, loss: 1.215485, correct 8/10\n",
            "batch: 5644, loss: 1.428773, correct 5/10\n",
            "batch: 5645, loss: 0.397094, correct 8/10\n",
            "batch: 5646, loss: 0.843362, correct 7/10\n",
            "batch: 5647, loss: 0.872457, correct 7/10\n",
            "batch: 5648, loss: 0.916016, correct 7/10\n",
            "batch: 5649, loss: 0.289343, correct 9/10\n",
            "batch: 5650, loss: 0.112999, correct 10/10\n",
            "batch: 5651, loss: 1.146479, correct 7/10\n",
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            "batch: 5653, loss: 0.879401, correct 7/10\n",
            "batch: 5654, loss: 0.851757, correct 7/10\n",
            "batch: 5655, loss: 0.984671, correct 6/10\n",
            "batch: 5656, loss: 0.323036, correct 8/10\n",
            "batch: 5657, loss: 0.754743, correct 7/10\n",
            "batch: 5658, loss: 0.831164, correct 7/10\n",
            "batch: 5659, loss: 0.651694, correct 7/10\n",
            "batch: 5660, loss: 0.222764, correct 9/10\n",
            "batch: 5661, loss: 0.816636, correct 8/10\n",
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            "batch: 5663, loss: 0.899167, correct 8/10\n",
            "batch: 5664, loss: 0.370480, correct 9/10\n",
            "batch: 5665, loss: 0.298145, correct 9/10\n",
            "batch: 5666, loss: 0.466511, correct 9/10\n",
            "batch: 5667, loss: 0.736729, correct 7/10\n",
            "batch: 5668, loss: 0.791641, correct 6/10\n",
            "batch: 5669, loss: 0.477364, correct 9/10\n",
            "batch: 5670, loss: 0.576277, correct 8/10\n",
            "batch: 5671, loss: 0.638057, correct 7/10\n",
            "batch: 5672, loss: 0.871741, correct 8/10\n",
            "batch: 5673, loss: 0.397085, correct 8/10\n",
            "batch: 5674, loss: 2.228364, correct 3/10\n",
            "batch: 5675, loss: 0.761077, correct 8/10\n",
            "batch: 5676, loss: 0.853947, correct 7/10\n",
            "batch: 5677, loss: 3.239764, correct 5/10\n",
            "batch: 5678, loss: 1.550095, correct 8/10\n",
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            "batch: 5680, loss: 0.853661, correct 8/10\n",
            "batch: 5681, loss: 0.306381, correct 10/10\n",
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            "batch: 5685, loss: 0.821254, correct 6/10\n",
            "batch: 5686, loss: 1.208990, correct 8/10\n",
            "batch: 5687, loss: 0.987470, correct 7/10\n",
            "batch: 5688, loss: 0.726357, correct 8/10\n",
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            "batch: 5871, loss: 1.231727, correct 4/10\n",
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            "batch: 5908, loss: 0.798407, correct 8/10\n",
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            "batch: 5913, loss: 0.652570, correct 7/10\n",
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            "batch: 5918, loss: 0.719392, correct 7/10\n",
            "batch: 5919, loss: 0.694000, correct 9/10\n",
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            "batch: 5922, loss: 0.577355, correct 9/10\n",
            "batch: 5923, loss: 0.254564, correct 9/10\n",
            "batch: 5924, loss: 0.813650, correct 8/10\n",
            "batch: 5925, loss: 0.907554, correct 9/10\n",
            "batch: 5926, loss: 1.163220, correct 7/10\n",
            "batch: 5927, loss: 0.779451, correct 7/10\n",
            "batch: 5928, loss: 0.579496, correct 9/10\n",
            "batch: 5929, loss: 0.643361, correct 7/10\n",
            "batch: 5930, loss: 0.614386, correct 8/10\n",
            "batch: 5931, loss: 0.927296, correct 8/10\n",
            "batch: 5932, loss: 0.362860, correct 9/10\n",
            "batch: 5933, loss: 2.141103, correct 5/10\n",
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            "batch: 5935, loss: 0.844159, correct 7/10\n",
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            "batch: 5938, loss: 0.427315, correct 8/10\n",
            "batch: 5939, loss: 0.590147, correct 9/10\n",
            "batch: 5940, loss: 0.725218, correct 6/10\n",
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            "batch: 5954, loss: 0.361870, correct 10/10\n",
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            "batch: 5963, loss: 0.999162, correct 7/10\n",
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            "batch: 6320, loss: 1.471255, correct 7/10\n",
            "batch: 6321, loss: 0.527796, correct 8/10\n",
            "batch: 6322, loss: 0.975704, correct 4/10\n",
            "batch: 6323, loss: 0.327626, correct 9/10\n",
            "batch: 6324, loss: 1.652553, correct 6/10\n",
            "batch: 6325, loss: 0.892958, correct 6/10\n",
            "batch: 6326, loss: 0.536857, correct 8/10\n",
            "batch: 6327, loss: 0.617026, correct 7/10\n",
            "batch: 6328, loss: 0.753013, correct 7/10\n",
            "batch: 6329, loss: 0.227522, correct 10/10\n",
            "batch: 6330, loss: 0.451103, correct 9/10\n",
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            "batch: 6335, loss: 1.135961, correct 5/10\n",
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            "batch: 6358, loss: 0.524823, correct 7/10\n",
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            "batch: 6592, loss: 0.124646, correct 10/10\n",
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            "batch: 6614, loss: 1.345628, correct 5/10\n",
            "batch: 6615, loss: 0.398447, correct 9/10\n",
            "batch: 6616, loss: 1.171691, correct 5/10\n",
            "batch: 6617, loss: 1.029456, correct 6/10\n",
            "batch: 6618, loss: 0.477217, correct 8/10\n",
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            "batch: 6621, loss: 0.257240, correct 10/10\n",
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            "batch: 6630, loss: 1.277092, correct 7/10\n",
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            "batch: 6632, loss: 0.416121, correct 8/10\n",
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            "batch: 6638, loss: 1.302604, correct 4/10\n",
            "batch: 6639, loss: 0.280227, correct 9/10\n",
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            "batch: 6655, loss: 0.677081, correct 8/10\n",
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            "batch: 6665, loss: 0.966270, correct 6/10\n",
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            "batch: 6669, loss: 0.911511, correct 8/10\n",
            "batch: 6670, loss: 0.601899, correct 8/10\n",
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            "batch: 6674, loss: 0.655642, correct 9/10\n",
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            "batch: 6708, loss: 0.154365, correct 10/10\n",
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            "batch: 6999, loss: 0.747718, correct 8/10\n",
            "batch: 7000, loss: 0.601466, correct 9/10\n",
            "batch: 7001, loss: 1.151276, correct 5/10\n",
            "batch: 7002, loss: 0.869284, correct 6/10\n",
            "batch: 7003, loss: 1.004944, correct 6/10\n",
            "batch: 7004, loss: 0.759936, correct 6/10\n",
            "batch: 7005, loss: 0.477422, correct 7/10\n",
            "batch: 7006, loss: 1.006046, correct 7/10\n",
            "batch: 7007, loss: 0.794876, correct 6/10\n",
            "batch: 7008, loss: 0.677816, correct 9/10\n",
            "batch: 7009, loss: 1.075733, correct 5/10\n",
            "batch: 7010, loss: 0.443784, correct 9/10\n",
            "batch: 7011, loss: 0.413104, correct 9/10\n",
            "batch: 7012, loss: 1.064631, correct 7/10\n",
            "batch: 7013, loss: 1.279345, correct 5/10\n",
            "batch: 7014, loss: 1.616606, correct 6/10\n",
            "batch: 7015, loss: 0.651503, correct 8/10\n",
            "batch: 7016, loss: 1.399295, correct 5/10\n",
            "batch: 7017, loss: 0.419510, correct 9/10\n",
            "batch: 7018, loss: 1.129340, correct 8/10\n",
            "batch: 7019, loss: 0.380139, correct 8/10\n",
            "batch: 7020, loss: 0.708310, correct 8/10\n",
            "batch: 7021, loss: 0.791657, correct 8/10\n",
            "batch: 7022, loss: 1.877519, correct 3/10\n",
            "batch: 7023, loss: 1.166964, correct 8/10\n",
            "batch: 7024, loss: 0.470399, correct 8/10\n",
            "batch: 7025, loss: 1.685085, correct 6/10\n",
            "batch: 7026, loss: 1.577602, correct 7/10\n",
            "batch: 7027, loss: 0.294677, correct 9/10\n",
            "batch: 7028, loss: 1.392170, correct 7/10\n",
            "batch: 7029, loss: 1.860641, correct 6/10\n",
            "batch: 7030, loss: 0.973921, correct 7/10\n",
            "batch: 7031, loss: 1.196596, correct 5/10\n",
            "batch: 7032, loss: 0.552633, correct 8/10\n",
            "batch: 7033, loss: 0.654928, correct 8/10\n",
            "batch: 7034, loss: 1.058184, correct 6/10\n",
            "batch: 7035, loss: 0.639099, correct 8/10\n",
            "batch: 7036, loss: 0.500223, correct 8/10\n",
            "batch: 7037, loss: 1.096683, correct 8/10\n",
            "batch: 7038, loss: 0.702191, correct 8/10\n",
            "batch: 7039, loss: 0.440726, correct 8/10\n",
            "batch: 7040, loss: 0.674980, correct 6/10\n",
            "batch: 7041, loss: 0.643533, correct 9/10\n",
            "batch: 7042, loss: 1.098633, correct 7/10\n",
            "batch: 7043, loss: 0.746481, correct 6/10\n",
            "batch: 7044, loss: 1.698100, correct 8/10\n",
            "batch: 7045, loss: 1.812617, correct 5/10\n",
            "batch: 7046, loss: 0.525260, correct 8/10\n",
            "batch: 7047, loss: 0.311965, correct 9/10\n",
            "batch: 7048, loss: 0.742709, correct 9/10\n",
            "batch: 7049, loss: 0.408718, correct 8/10\n",
            "batch: 7050, loss: 0.630228, correct 8/10\n",
            "batch: 7051, loss: 0.774948, correct 8/10\n",
            "batch: 7052, loss: 1.247045, correct 7/10\n",
            "batch: 7053, loss: 0.808686, correct 8/10\n",
            "batch: 7054, loss: 1.381995, correct 8/10\n",
            "batch: 7055, loss: 1.311808, correct 7/10\n",
            "batch: 7056, loss: 0.890666, correct 6/10\n",
            "batch: 7057, loss: 0.461798, correct 9/10\n",
            "batch: 7058, loss: 0.376446, correct 8/10\n",
            "batch: 7059, loss: 1.704228, correct 5/10\n",
            "batch: 7060, loss: 1.268554, correct 6/10\n",
            "batch: 7061, loss: 1.072442, correct 7/10\n",
            "batch: 7062, loss: 0.459800, correct 9/10\n",
            "batch: 7063, loss: 0.443724, correct 9/10\n",
            "batch: 7064, loss: 0.998196, correct 7/10\n",
            "batch: 7065, loss: 0.486256, correct 9/10\n",
            "batch: 7066, loss: 0.724355, correct 8/10\n",
            "batch: 7067, loss: 0.621415, correct 7/10\n",
            "batch: 7068, loss: 0.785322, correct 8/10\n",
            "batch: 7069, loss: 0.498260, correct 9/10\n",
            "batch: 7070, loss: 0.909220, correct 6/10\n",
            "batch: 7071, loss: 0.374782, correct 9/10\n",
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            "batch: 7073, loss: 0.564103, correct 9/10\n",
            "batch: 7074, loss: 0.414065, correct 9/10\n",
            "batch: 7075, loss: 1.013390, correct 7/10\n",
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            "batch: 7077, loss: 0.525821, correct 8/10\n",
            "batch: 7078, loss: 0.393779, correct 8/10\n",
            "batch: 7079, loss: 0.626869, correct 6/10\n",
            "batch: 7080, loss: 0.507605, correct 9/10\n",
            "batch: 7081, loss: 0.111991, correct 9/10\n",
            "batch: 7082, loss: 0.694730, correct 8/10\n",
            "batch: 7083, loss: 1.540514, correct 5/10\n",
            "batch: 7084, loss: 1.376246, correct 8/10\n",
            "batch: 7085, loss: 0.241393, correct 10/10\n",
            "batch: 7086, loss: 1.172341, correct 6/10\n",
            "batch: 7087, loss: 1.236092, correct 5/10\n",
            "batch: 7088, loss: 0.313950, correct 9/10\n",
            "batch: 7089, loss: 0.847246, correct 6/10\n",
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            "batch: 7095, loss: 1.073325, correct 6/10\n",
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            "batch: 7099, loss: 0.288908, correct 9/10\n",
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            "batch: 7112, loss: 1.034784, correct 8/10\n",
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            "batch: 7173, loss: 2.195269, correct 4/10\n",
            "batch: 7174, loss: 0.878182, correct 5/10\n",
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            "batch: 7256, loss: 0.950909, correct 6/10\n",
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            "batch: 7262, loss: 0.237279, correct 10/10\n",
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            "batch: 7264, loss: 0.980246, correct 5/10\n",
            "batch: 7265, loss: 0.354259, correct 9/10\n",
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            "batch: 7272, loss: 0.442611, correct 6/10\n",
            "batch: 7273, loss: 1.860020, correct 8/10\n",
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            "batch: 7280, loss: 0.615492, correct 9/10\n",
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            "batch: 7285, loss: 1.690208, correct 6/10\n",
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            "batch: 7288, loss: 0.073713, correct 10/10\n",
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            "batch: 7292, loss: 1.425090, correct 5/10\n",
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            "batch: 7296, loss: 0.812506, correct 7/10\n",
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            "batch: 7299, loss: 0.637031, correct 8/10\n",
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            "batch: 7301, loss: 0.746220, correct 8/10\n",
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            "batch: 7303, loss: 1.135982, correct 6/10\n",
            "batch: 7304, loss: 0.511220, correct 9/10\n",
            "batch: 7305, loss: 0.794917, correct 7/10\n",
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            "batch: 7307, loss: 0.950234, correct 6/10\n",
            "batch: 7308, loss: 0.613818, correct 8/10\n",
            "batch: 7309, loss: 0.606626, correct 9/10\n",
            "batch: 7310, loss: 0.848789, correct 7/10\n",
            "batch: 7311, loss: 0.515234, correct 9/10\n",
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            "batch: 7313, loss: 0.427129, correct 8/10\n",
            "batch: 7314, loss: 0.440610, correct 9/10\n",
            "batch: 7315, loss: 0.975172, correct 8/10\n",
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            "batch: 7317, loss: 0.634285, correct 8/10\n",
            "batch: 7318, loss: 0.538507, correct 8/10\n",
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            "batch: 7320, loss: 0.792258, correct 8/10\n",
            "batch: 7321, loss: 0.147785, correct 10/10\n",
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            "batch: 7330, loss: 1.086785, correct 6/10\n",
            "batch: 7331, loss: 0.078576, correct 10/10\n",
            "batch: 7332, loss: 0.711704, correct 9/10\n",
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            "batch: 7337, loss: 1.220634, correct 6/10\n",
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            "batch: 7340, loss: 0.681291, correct 7/10\n",
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            "batch: 7343, loss: 1.801569, correct 5/10\n",
            "batch: 7344, loss: 1.490770, correct 7/10\n",
            "batch: 7345, loss: 0.388205, correct 9/10\n",
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            "batch: 7348, loss: 0.979310, correct 6/10\n",
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            "batch: 7350, loss: 1.413552, correct 6/10\n",
            "batch: 7351, loss: 1.088593, correct 7/10\n",
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            "batch: 7353, loss: 0.824645, correct 5/10\n",
            "batch: 7354, loss: 0.366135, correct 9/10\n",
            "batch: 7355, loss: 0.330596, correct 9/10\n",
            "batch: 7356, loss: 0.919657, correct 6/10\n",
            "batch: 7357, loss: 0.389906, correct 8/10\n",
            "batch: 7358, loss: 0.538798, correct 9/10\n",
            "batch: 7359, loss: 0.479288, correct 9/10\n",
            "batch: 7360, loss: 1.057846, correct 8/10\n",
            "batch: 7361, loss: 0.380639, correct 9/10\n",
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            "batch: 7364, loss: 1.016462, correct 8/10\n",
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            "batch: 7369, loss: 0.882874, correct 5/10\n",
            "batch: 7370, loss: 0.524251, correct 9/10\n",
            "batch: 7371, loss: 0.704035, correct 8/10\n",
            "batch: 7372, loss: 0.981562, correct 6/10\n",
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            "batch: 7374, loss: 0.392278, correct 10/10\n",
            "batch: 7375, loss: 0.876594, correct 6/10\n",
            "batch: 7376, loss: 1.341558, correct 5/10\n",
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            "batch: 7633, loss: 0.927893, correct 6/10\n",
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            "batch: 7687, loss: 0.420275, correct 9/10\n",
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            "batch: 7729, loss: 1.326710, correct 7/10\n",
            "batch: 7730, loss: 0.749226, correct 6/10\n",
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            "batch: 7733, loss: 0.072187, correct 10/10\n",
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            "batch: 7735, loss: 1.005929, correct 6/10\n",
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            "batch: 8053, loss: 0.903640, correct 8/10\n",
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            "batch: 8079, loss: 1.154451, correct 6/10\n",
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            "batch: 8287, loss: 1.734691, correct 5/10\n",
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            "batch: 8297, loss: 0.144272, correct 10/10\n",
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            "batch: 8313, loss: 0.495266, correct 9/10\n",
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            "batch: 8315, loss: 1.643064, correct 6/10\n",
            "batch: 8316, loss: 0.359593, correct 7/10\n",
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            "batch: 8318, loss: 1.909619, correct 6/10\n",
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            "batch: 8323, loss: 1.342339, correct 7/10\n",
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            "batch: 8338, loss: 0.720219, correct 8/10\n",
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            "batch: 8340, loss: 0.646732, correct 6/10\n",
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            "batch: 8349, loss: 1.084675, correct 7/10\n",
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            "batch: 8351, loss: 1.094743, correct 5/10\n",
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            "batch: 8360, loss: 0.599194, correct 8/10\n",
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            "batch: 8363, loss: 0.451861, correct 9/10\n",
            "batch: 8364, loss: 1.082165, correct 7/10\n",
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            "batch: 8375, loss: 0.502796, correct 8/10\n",
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            "batch: 8380, loss: 0.036827, correct 10/10\n",
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            "batch: 8385, loss: 0.603848, correct 8/10\n",
            "batch: 8386, loss: 0.059052, correct 10/10\n",
            "batch: 8387, loss: 0.825418, correct 8/10\n",
            "batch: 8388, loss: 0.151924, correct 10/10\n",
            "batch: 8389, loss: 0.964470, correct 6/10\n",
            "batch: 8390, loss: 1.000762, correct 6/10\n",
            "batch: 8391, loss: 0.745653, correct 7/10\n",
            "batch: 8392, loss: 1.698115, correct 7/10\n",
            "batch: 8393, loss: 0.414061, correct 9/10\n",
            "batch: 8394, loss: 0.391743, correct 7/10\n",
            "batch: 8395, loss: 1.085830, correct 7/10\n",
            "batch: 8396, loss: 0.673199, correct 8/10\n",
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            "batch: 8399, loss: 1.082195, correct 6/10\n",
            "batch: 8400, loss: 0.175438, correct 10/10\n",
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            "batch: 8402, loss: 0.806290, correct 8/10\n",
            "batch: 8403, loss: 1.016625, correct 7/10\n",
            "batch: 8404, loss: 0.538670, correct 7/10\n",
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            "batch: 8407, loss: 0.633652, correct 7/10\n",
            "batch: 8408, loss: 0.440485, correct 9/10\n",
            "batch: 8409, loss: 1.099604, correct 5/10\n",
            "batch: 8410, loss: 0.112399, correct 10/10\n",
            "batch: 8411, loss: 0.536433, correct 7/10\n",
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            "batch: 8413, loss: 1.141664, correct 4/10\n",
            "batch: 8414, loss: 1.189871, correct 5/10\n",
            "batch: 8415, loss: 0.246574, correct 8/10\n",
            "batch: 8416, loss: 0.672186, correct 8/10\n",
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            "batch: 8418, loss: 0.433527, correct 8/10\n",
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            "batch: 8420, loss: 1.261907, correct 8/10\n",
            "batch: 8421, loss: 0.473470, correct 8/10\n",
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            "batch: 8423, loss: 0.152115, correct 9/10\n",
            "batch: 8424, loss: 1.085285, correct 8/10\n",
            "batch: 8425, loss: 0.668124, correct 7/10\n",
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            "batch: 8427, loss: 0.299624, correct 9/10\n",
            "batch: 8428, loss: 0.723907, correct 8/10\n",
            "batch: 8429, loss: 1.087322, correct 8/10\n",
            "batch: 8430, loss: 0.136053, correct 10/10\n",
            "batch: 8431, loss: 0.701563, correct 7/10\n",
            "batch: 8432, loss: 0.377600, correct 9/10\n",
            "batch: 8433, loss: 0.611546, correct 8/10\n",
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            "batch: 8435, loss: 0.424985, correct 9/10\n",
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            "batch: 8438, loss: 1.107196, correct 5/10\n",
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            "batch: 8440, loss: 0.883232, correct 7/10\n",
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            "batch: 8618, loss: 1.547846, correct 6/10\n",
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            "batch: 8621, loss: 0.523740, correct 7/10\n",
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            "batch: 8623, loss: 0.236637, correct 10/10\n",
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            "batch: 8628, loss: 0.731908, correct 8/10\n",
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            "batch: 8638, loss: 1.362948, correct 6/10\n",
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            "batch: 8696, loss: 0.886865, correct 7/10\n",
            "batch: 8697, loss: 0.945211, correct 7/10\n",
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            "batch: 8711, loss: 0.362107, correct 9/10\n",
            "batch: 8712, loss: 0.879458, correct 7/10\n",
            "batch: 8713, loss: 1.317766, correct 7/10\n",
            "batch: 8714, loss: 2.682867, correct 4/10\n",
            "batch: 8715, loss: 0.550429, correct 8/10\n",
            "batch: 8716, loss: 0.949984, correct 6/10\n",
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            "batch: 8719, loss: 0.318510, correct 9/10\n",
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            "batch: 8733, loss: 0.522338, correct 8/10\n",
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            "batch: 8738, loss: 1.551964, correct 7/10\n",
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            "batch: 9069, loss: 1.105397, correct 8/10\n",
            "batch: 9070, loss: 3.952615, correct 1/10\n",
            "batch: 9071, loss: 0.242586, correct 9/10\n",
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            "batch: 9073, loss: 0.370055, correct 8/10\n",
            "batch: 9074, loss: 0.707797, correct 8/10\n",
            "batch: 9075, loss: 0.124961, correct 10/10\n",
            "batch: 9076, loss: 1.456942, correct 4/10\n",
            "batch: 9077, loss: 0.766209, correct 7/10\n",
            "batch: 9078, loss: 0.500650, correct 8/10\n",
            "batch: 9079, loss: 0.753770, correct 6/10\n",
            "batch: 9080, loss: 0.999792, correct 8/10\n",
            "batch: 9081, loss: 0.705194, correct 7/10\n",
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            "batch: 9085, loss: 0.990716, correct 8/10\n",
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            "batch: 9099, loss: 0.428214, correct 9/10\n",
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            "batch: 9105, loss: 1.205554, correct 6/10\n",
            "batch: 9106, loss: 0.504722, correct 8/10\n",
            "batch: 9107, loss: 0.219782, correct 9/10\n",
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            "batch: 9111, loss: 1.283534, correct 6/10\n",
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            "batch: 9114, loss: 0.577258, correct 8/10\n",
            "batch: 9115, loss: 0.423889, correct 8/10\n",
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            "batch: 9117, loss: 0.470337, correct 8/10\n",
            "batch: 9118, loss: 0.368029, correct 8/10\n",
            "batch: 9119, loss: 1.227324, correct 6/10\n",
            "batch: 9120, loss: 0.208809, correct 10/10\n",
            "batch: 9121, loss: 0.903531, correct 7/10\n",
            "batch: 9122, loss: 2.221051, correct 5/10\n",
            "batch: 9123, loss: 0.757069, correct 7/10\n",
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            "batch: 9353, loss: 0.274448, correct 10/10\n",
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            "batch: 9359, loss: 0.883022, correct 6/10\n",
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            "batch: 9377, loss: 2.176786, correct 5/10\n",
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            "batch: 9380, loss: 1.578648, correct 5/10\n",
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            "batch: 9751, loss: 0.537913, correct 8/10\n",
            "batch: 9752, loss: 0.879714, correct 8/10\n",
            "batch: 9753, loss: 1.149344, correct 6/10\n",
            "batch: 9754, loss: 1.446555, correct 5/10\n",
            "batch: 9755, loss: 0.394392, correct 8/10\n",
            "batch: 9756, loss: 0.715945, correct 7/10\n",
            "batch: 9757, loss: 0.884558, correct 7/10\n",
            "batch: 9758, loss: 0.239704, correct 9/10\n",
            "batch: 9759, loss: 0.334075, correct 10/10\n",
            "batch: 9760, loss: 0.831450, correct 9/10\n",
            "batch: 9761, loss: 2.264007, correct 4/10\n",
            "batch: 9762, loss: 0.455666, correct 8/10\n",
            "batch: 9763, loss: 0.363958, correct 8/10\n",
            "batch: 9764, loss: 0.659092, correct 7/10\n",
            "batch: 9765, loss: 1.012239, correct 7/10\n",
            "batch: 9766, loss: 0.630134, correct 8/10\n",
            "batch: 9767, loss: 0.645469, correct 8/10\n",
            "batch: 9768, loss: 0.871910, correct 8/10\n",
            "batch: 9769, loss: 0.563802, correct 9/10\n",
            "batch: 9770, loss: 0.218755, correct 10/10\n",
            "batch: 9771, loss: 0.447657, correct 9/10\n",
            "batch: 9772, loss: 0.684862, correct 7/10\n",
            "batch: 9773, loss: 0.953268, correct 7/10\n",
            "batch: 9774, loss: 0.450561, correct 8/10\n",
            "batch: 9775, loss: 0.910400, correct 7/10\n",
            "batch: 9776, loss: 0.670757, correct 6/10\n",
            "batch: 9777, loss: 0.792704, correct 7/10\n",
            "batch: 9778, loss: 0.325055, correct 9/10\n",
            "batch: 9779, loss: 0.919824, correct 7/10\n",
            "batch: 9780, loss: 1.339121, correct 6/10\n",
            "batch: 9781, loss: 1.230654, correct 7/10\n",
            "batch: 9782, loss: 0.933177, correct 7/10\n",
            "batch: 9783, loss: 0.600348, correct 7/10\n",
            "batch: 9784, loss: 1.035423, correct 9/10\n",
            "batch: 9785, loss: 0.647813, correct 9/10\n",
            "batch: 9786, loss: 0.520412, correct 8/10\n",
            "batch: 9787, loss: 0.515294, correct 8/10\n",
            "batch: 9788, loss: 0.520276, correct 9/10\n",
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            "batch: 9790, loss: 0.330307, correct 9/10\n",
            "batch: 9791, loss: 1.366855, correct 8/10\n",
            "batch: 9792, loss: 0.717111, correct 8/10\n",
            "batch: 9793, loss: 0.710327, correct 8/10\n",
            "batch: 9794, loss: 0.311808, correct 9/10\n",
            "batch: 9795, loss: 0.437859, correct 8/10\n",
            "batch: 9796, loss: 0.613748, correct 7/10\n",
            "batch: 9797, loss: 0.751696, correct 8/10\n",
            "batch: 9798, loss: 0.738380, correct 8/10\n",
            "batch: 9799, loss: 0.616914, correct 9/10\n",
            "batch: 9800, loss: 0.819588, correct 7/10\n",
            "batch: 9801, loss: 1.409022, correct 6/10\n",
            "batch: 9802, loss: 0.283384, correct 10/10\n",
            "batch: 9803, loss: 0.601999, correct 8/10\n",
            "batch: 9804, loss: 0.503664, correct 9/10\n",
            "batch: 9805, loss: 0.563435, correct 8/10\n",
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            "batch: 9807, loss: 0.628054, correct 8/10\n",
            "batch: 9808, loss: 0.302783, correct 9/10\n",
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            "batch: 9810, loss: 0.455635, correct 9/10\n",
            "batch: 9811, loss: 1.134569, correct 7/10\n",
            "batch: 9812, loss: 1.699268, correct 5/10\n",
            "batch: 9813, loss: 1.104763, correct 8/10\n",
            "batch: 9814, loss: 0.902046, correct 6/10\n",
            "batch: 9815, loss: 1.168221, correct 6/10\n",
            "batch: 9816, loss: 0.658790, correct 8/10\n",
            "batch: 9817, loss: 0.740077, correct 7/10\n",
            "batch: 9818, loss: 1.019868, correct 6/10\n",
            "batch: 9819, loss: 0.710384, correct 8/10\n",
            "batch: 9820, loss: 0.789848, correct 9/10\n",
            "batch: 9821, loss: 0.890251, correct 8/10\n",
            "batch: 9822, loss: 1.330867, correct 7/10\n",
            "batch: 9823, loss: 0.485733, correct 8/10\n",
            "batch: 9824, loss: 0.301145, correct 10/10\n",
            "batch: 9825, loss: 0.449408, correct 9/10\n",
            "batch: 9826, loss: 0.832922, correct 7/10\n",
            "batch: 9827, loss: 0.506793, correct 8/10\n",
            "batch: 9828, loss: 0.758720, correct 7/10\n",
            "batch: 9829, loss: 0.593495, correct 8/10\n",
            "batch: 9830, loss: 1.144212, correct 7/10\n",
            "batch: 9831, loss: 0.557334, correct 8/10\n",
            "batch: 9832, loss: 0.977603, correct 6/10\n",
            "batch: 9833, loss: 0.839605, correct 7/10\n",
            "batch: 9834, loss: 0.562016, correct 9/10\n",
            "batch: 9835, loss: 0.778132, correct 7/10\n",
            "batch: 9836, loss: 0.644524, correct 9/10\n",
            "batch: 9837, loss: 0.201996, correct 10/10\n",
            "batch: 9838, loss: 0.642636, correct 8/10\n",
            "batch: 9839, loss: 0.249351, correct 9/10\n",
            "batch: 9840, loss: 1.347283, correct 6/10\n",
            "batch: 9841, loss: 0.342903, correct 9/10\n",
            "batch: 9842, loss: 0.919269, correct 7/10\n",
            "batch: 9843, loss: 1.239853, correct 6/10\n",
            "batch: 9844, loss: 0.753503, correct 7/10\n",
            "batch: 9845, loss: 0.243550, correct 9/10\n",
            "batch: 9846, loss: 0.133859, correct 10/10\n",
            "batch: 9847, loss: 1.025128, correct 7/10\n",
            "batch: 9848, loss: 1.440252, correct 5/10\n",
            "batch: 9849, loss: 1.140935, correct 7/10\n",
            "batch: 9850, loss: 1.823697, correct 6/10\n",
            "batch: 9851, loss: 0.162092, correct 10/10\n",
            "batch: 9852, loss: 0.502880, correct 8/10\n",
            "batch: 9853, loss: 1.386015, correct 6/10\n",
            "batch: 9854, loss: 0.509579, correct 8/10\n",
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            "batch: 9862, loss: 0.516821, correct 8/10\n",
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            "batch: 9869, loss: 1.457841, correct 6/10\n",
            "batch: 9870, loss: 1.997010, correct 4/10\n",
            "batch: 9871, loss: 0.968893, correct 6/10\n",
            "batch: 9872, loss: 2.023547, correct 4/10\n",
            "batch: 9873, loss: 0.330623, correct 9/10\n",
            "batch: 9874, loss: 1.343718, correct 5/10\n",
            "batch: 9875, loss: 1.041030, correct 5/10\n",
            "batch: 9876, loss: 0.573934, correct 8/10\n",
            "batch: 9877, loss: 1.272749, correct 6/10\n",
            "batch: 9878, loss: 0.990409, correct 6/10\n",
            "batch: 9879, loss: 0.681708, correct 7/10\n",
            "batch: 9880, loss: 0.349963, correct 9/10\n",
            "batch: 9881, loss: 0.466401, correct 9/10\n",
            "batch: 9882, loss: 0.652732, correct 9/10\n",
            "batch: 9883, loss: 0.189805, correct 10/10\n",
            "batch: 9884, loss: 0.544269, correct 7/10\n",
            "batch: 9885, loss: 1.205062, correct 5/10\n",
            "batch: 9886, loss: 2.187134, correct 5/10\n",
            "batch: 9887, loss: 1.014377, correct 7/10\n",
            "batch: 9888, loss: 0.584161, correct 8/10\n",
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            "batch: 9892, loss: 1.081834, correct 6/10\n",
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            "batch: 9895, loss: 1.198690, correct 6/10\n",
            "batch: 9896, loss: 0.283979, correct 9/10\n",
            "batch: 9897, loss: 0.869631, correct 6/10\n",
            "batch: 9898, loss: 3.337242, correct 5/10\n",
            "batch: 9899, loss: 0.562190, correct 9/10\n",
            "batch: 9900, loss: 0.396281, correct 8/10\n",
            "batch: 9901, loss: 1.118079, correct 6/10\n",
            "batch: 9902, loss: 0.383199, correct 9/10\n",
            "batch: 9903, loss: 0.624370, correct 8/10\n",
            "batch: 9904, loss: 1.904536, correct 4/10\n",
            "batch: 9905, loss: 1.283997, correct 6/10\n",
            "batch: 9906, loss: 0.774850, correct 8/10\n",
            "batch: 9907, loss: 1.082785, correct 4/10\n",
            "batch: 9908, loss: 0.717706, correct 7/10\n",
            "batch: 9909, loss: 0.740107, correct 8/10\n",
            "batch: 9910, loss: 0.762333, correct 8/10\n",
            "batch: 9911, loss: 0.567120, correct 8/10\n",
            "batch: 9912, loss: 1.343852, correct 4/10\n",
            "batch: 9913, loss: 0.379511, correct 10/10\n",
            "batch: 9914, loss: 1.118494, correct 7/10\n",
            "batch: 9915, loss: 1.480722, correct 7/10\n",
            "batch: 9916, loss: 0.571487, correct 8/10\n",
            "batch: 9917, loss: 0.236520, correct 10/10\n",
            "batch: 9918, loss: 1.137255, correct 5/10\n",
            "batch: 9919, loss: 0.736472, correct 8/10\n",
            "batch: 9920, loss: 1.131226, correct 6/10\n",
            "batch: 9921, loss: 0.607538, correct 8/10\n",
            "batch: 9922, loss: 0.410638, correct 9/10\n",
            "batch: 9923, loss: 1.773961, correct 6/10\n",
            "batch: 9924, loss: 0.927397, correct 7/10\n",
            "batch: 9925, loss: 2.023379, correct 4/10\n",
            "batch: 9926, loss: 1.485474, correct 5/10\n",
            "batch: 9927, loss: 1.158560, correct 8/10\n",
            "batch: 9928, loss: 1.562113, correct 6/10\n",
            "batch: 9929, loss: 1.033294, correct 7/10\n",
            "batch: 9930, loss: 0.734333, correct 8/10\n",
            "batch: 9931, loss: 0.997358, correct 7/10\n",
            "batch: 9932, loss: 0.787006, correct 6/10\n",
            "batch: 9933, loss: 1.869676, correct 6/10\n",
            "batch: 9934, loss: 0.633980, correct 8/10\n",
            "batch: 9935, loss: 0.548810, correct 7/10\n",
            "batch: 9936, loss: 0.894766, correct 7/10\n",
            "batch: 9937, loss: 0.883083, correct 8/10\n",
            "batch: 9938, loss: 0.908176, correct 7/10\n",
            "batch: 9939, loss: 0.756575, correct 7/10\n",
            "batch: 9940, loss: 0.454698, correct 8/10\n",
            "batch: 9941, loss: 0.410865, correct 9/10\n",
            "batch: 9942, loss: 0.420097, correct 9/10\n",
            "batch: 9943, loss: 0.554188, correct 8/10\n",
            "batch: 9944, loss: 0.197949, correct 10/10\n",
            "batch: 9945, loss: 0.961604, correct 6/10\n",
            "batch: 9946, loss: 1.235635, correct 4/10\n",
            "batch: 9947, loss: 1.043960, correct 6/10\n",
            "batch: 9948, loss: 0.621183, correct 7/10\n",
            "batch: 9949, loss: 0.230058, correct 9/10\n",
            "batch: 9950, loss: 0.218852, correct 9/10\n",
            "batch: 9951, loss: 1.326432, correct 7/10\n",
            "batch: 9952, loss: 0.874453, correct 7/10\n",
            "batch: 9953, loss: 0.734291, correct 8/10\n",
            "batch: 9954, loss: 0.442231, correct 8/10\n",
            "batch: 9955, loss: 0.617315, correct 7/10\n",
            "batch: 9956, loss: 0.471902, correct 8/10\n",
            "batch: 9957, loss: 1.728239, correct 4/10\n",
            "batch: 9958, loss: 0.746499, correct 6/10\n",
            "batch: 9959, loss: 1.513491, correct 7/10\n",
            "batch: 9960, loss: 0.478681, correct 8/10\n",
            "batch: 9961, loss: 2.190005, correct 6/10\n",
            "batch: 9962, loss: 1.906228, correct 5/10\n",
            "batch: 9963, loss: 1.329222, correct 6/10\n",
            "batch: 9964, loss: 0.656518, correct 8/10\n",
            "batch: 9965, loss: 0.796161, correct 6/10\n",
            "batch: 9966, loss: 1.540708, correct 5/10\n",
            "batch: 9967, loss: 1.015666, correct 6/10\n",
            "batch: 9968, loss: 1.008519, correct 5/10\n",
            "batch: 9969, loss: 0.887257, correct 6/10\n",
            "batch: 9970, loss: 0.330476, correct 9/10\n",
            "batch: 9971, loss: 1.225050, correct 7/10\n",
            "batch: 9972, loss: 0.716068, correct 7/10\n",
            "batch: 9973, loss: 0.968438, correct 5/10\n",
            "batch: 9974, loss: 1.314089, correct 5/10\n",
            "batch: 9975, loss: 1.833612, correct 4/10\n",
            "batch: 9976, loss: 2.076952, correct 8/10\n",
            "batch: 9977, loss: 0.164156, correct 10/10\n",
            "batch: 9978, loss: 0.975661, correct 7/10\n",
            "batch: 9979, loss: 0.620996, correct 8/10\n",
            "batch: 9980, loss: 0.473763, correct 9/10\n",
            "batch: 9981, loss: 0.519210, correct 9/10\n",
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            "batch: 9983, loss: 0.864153, correct 8/10\n",
            "batch: 9984, loss: 1.207311, correct 7/10\n",
            "batch: 9985, loss: 1.173807, correct 7/10\n",
            "batch: 9986, loss: 1.313504, correct 6/10\n",
            "batch: 9987, loss: 1.221059, correct 6/10\n",
            "batch: 9988, loss: 0.755881, correct 6/10\n",
            "batch: 9989, loss: 1.147106, correct 8/10\n",
            "batch: 9990, loss: 0.495944, correct 8/10\n",
            "batch: 9991, loss: 0.615858, correct 7/10\n",
            "batch: 9992, loss: 0.649633, correct 7/10\n",
            "batch: 9993, loss: 0.760426, correct 8/10\n",
            "batch: 9994, loss: 1.443794, correct 7/10\n",
            "batch: 9995, loss: 0.546687, correct 9/10\n",
            "batch: 9996, loss: 0.907017, correct 7/10\n",
            "batch: 9997, loss: 1.009879, correct 7/10\n",
            "batch: 9998, loss: 0.657129, correct 7/10\n",
            "batch: 9999, loss: 1.318486, correct 6/10\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "NPSjbf-t1drV",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "d2b31fbd-8f0e-461c-d8a3-e83c3df35be9"
      },
      "source": [
        "!python test.py"
      ],
      "execution_count": 16,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "{'Airplane': 0, 'Bag': 1, 'Cap': 2, 'Car': 3, 'Chair': 4, 'Earphone': 5, 'Guitar': 6, 'Knife': 7, 'Lamp': 8, 'Laptop': 9, 'Motorbike': 10, 'Mug': 11, 'Pistol': 12, 'Rocket': 13, 'Skateboard': 14, 'Table': 15}\n",
            "16 1785\n",
            "0/1785 , 1.000000\n",
            "1/1785 , 1.000000\n",
            "2/1785 , 1.000000\n",
            "3/1785 , 1.000000\n",
            "4/1785 , 1.000000\n",
            "5/1785 , 1.000000\n",
            "6/1785 , 0.857143\n",
            "7/1785 , 0.875000\n",
            "8/1785 , 0.888889\n",
            "9/1785 , 0.900000\n",
            "10/1785 , 0.909091\n",
            "11/1785 , 0.916667\n",
            "12/1785 , 0.923077\n",
            "13/1785 , 0.928571\n",
            "14/1785 , 0.933333\n",
            "15/1785 , 0.937500\n",
            "16/1785 , 0.941176\n",
            "17/1785 , 0.944444\n",
            "18/1785 , 0.947368\n",
            "19/1785 , 0.950000\n",
            "20/1785 , 0.904762\n",
            "21/1785 , 0.909091\n",
            "22/1785 , 0.913043\n",
            "23/1785 , 0.916667\n",
            "24/1785 , 0.920000\n",
            "25/1785 , 0.923077\n",
            "26/1785 , 0.925926\n",
            "27/1785 , 0.928571\n",
            "28/1785 , 0.931034\n",
            "29/1785 , 0.933333\n",
            "30/1785 , 0.935484\n",
            "31/1785 , 0.937500\n",
            "32/1785 , 0.939394\n",
            "33/1785 , 0.941176\n",
            "34/1785 , 0.942857\n",
            "35/1785 , 0.944444\n",
            "36/1785 , 0.945946\n",
            "37/1785 , 0.947368\n",
            "38/1785 , 0.948718\n",
            "39/1785 , 0.925000\n",
            "40/1785 , 0.926829\n",
            "41/1785 , 0.928571\n",
            "42/1785 , 0.930233\n",
            "43/1785 , 0.931818\n",
            "44/1785 , 0.933333\n",
            "45/1785 , 0.934783\n",
            "46/1785 , 0.936170\n",
            "47/1785 , 0.937500\n",
            "48/1785 , 0.918367\n",
            "49/1785 , 0.920000\n",
            "50/1785 , 0.921569\n",
            "51/1785 , 0.923077\n",
            "52/1785 , 0.924528\n",
            "53/1785 , 0.925926\n",
            "54/1785 , 0.927273\n",
            "55/1785 , 0.928571\n",
            "56/1785 , 0.929825\n",
            "57/1785 , 0.931034\n",
            "58/1785 , 0.932203\n",
            "59/1785 , 0.916667\n",
            "60/1785 , 0.918033\n",
            "61/1785 , 0.903226\n",
            "62/1785 , 0.904762\n",
            "63/1785 , 0.890625\n",
            "64/1785 , 0.892308\n",
            "65/1785 , 0.893939\n",
            "66/1785 , 0.895522\n",
            "67/1785 , 0.897059\n",
            "68/1785 , 0.898551\n",
            "69/1785 , 0.900000\n",
            "70/1785 , 0.901408\n",
            "71/1785 , 0.888889\n",
            "72/1785 , 0.890411\n",
            "73/1785 , 0.891892\n",
            "74/1785 , 0.893333\n",
            "75/1785 , 0.894737\n",
            "76/1785 , 0.896104\n",
            "77/1785 , 0.897436\n",
            "78/1785 , 0.898734\n",
            "79/1785 , 0.887500\n",
            "80/1785 , 0.888889\n",
            "81/1785 , 0.890244\n",
            "82/1785 , 0.879518\n",
            "83/1785 , 0.880952\n",
            "84/1785 , 0.882353\n",
            "85/1785 , 0.883721\n",
            "86/1785 , 0.873563\n",
            "87/1785 , 0.875000\n",
            "88/1785 , 0.876404\n",
            "89/1785 , 0.866667\n",
            "90/1785 , 0.868132\n",
            "91/1785 , 0.869565\n",
            "92/1785 , 0.870968\n",
            "93/1785 , 0.872340\n",
            "94/1785 , 0.873684\n",
            "95/1785 , 0.875000\n",
            "96/1785 , 0.876289\n",
            "97/1785 , 0.867347\n",
            "98/1785 , 0.868687\n",
            "99/1785 , 0.870000\n",
            "100/1785 , 0.861386\n",
            "101/1785 , 0.862745\n",
            "102/1785 , 0.864078\n",
            "103/1785 , 0.865385\n",
            "104/1785 , 0.866667\n",
            "105/1785 , 0.867925\n",
            "106/1785 , 0.869159\n",
            "107/1785 , 0.870370\n",
            "108/1785 , 0.871560\n",
            "109/1785 , 0.872727\n",
            "110/1785 , 0.864865\n",
            "111/1785 , 0.866071\n",
            "112/1785 , 0.867257\n",
            "113/1785 , 0.868421\n",
            "114/1785 , 0.869565\n",
            "115/1785 , 0.870690\n",
            "116/1785 , 0.863248\n",
            "117/1785 , 0.855932\n",
            "118/1785 , 0.857143\n",
            "119/1785 , 0.858333\n",
            "120/1785 , 0.859504\n",
            "121/1785 , 0.860656\n",
            "122/1785 , 0.853659\n",
            "123/1785 , 0.854839\n",
            "124/1785 , 0.856000\n",
            "125/1785 , 0.857143\n",
            "126/1785 , 0.850394\n",
            "127/1785 , 0.843750\n",
            "128/1785 , 0.844961\n",
            "129/1785 , 0.846154\n",
            "130/1785 , 0.847328\n",
            "131/1785 , 0.848485\n",
            "132/1785 , 0.849624\n",
            "133/1785 , 0.850746\n",
            "134/1785 , 0.851852\n",
            "135/1785 , 0.845588\n",
            "136/1785 , 0.846715\n",
            "137/1785 , 0.840580\n",
            "138/1785 , 0.841727\n",
            "139/1785 , 0.842857\n",
            "140/1785 , 0.843972\n",
            "141/1785 , 0.838028\n",
            "142/1785 , 0.839161\n",
            "143/1785 , 0.833333\n",
            "144/1785 , 0.827586\n",
            "145/1785 , 0.828767\n",
            "146/1785 , 0.829932\n",
            "147/1785 , 0.831081\n",
            "148/1785 , 0.832215\n",
            "149/1785 , 0.833333\n",
            "150/1785 , 0.827815\n",
            "151/1785 , 0.828947\n",
            "152/1785 , 0.830065\n",
            "153/1785 , 0.831169\n",
            "154/1785 , 0.832258\n",
            "155/1785 , 0.833333\n",
            "156/1785 , 0.834395\n",
            "157/1785 , 0.835443\n",
            "158/1785 , 0.836478\n",
            "159/1785 , 0.837500\n",
            "160/1785 , 0.832298\n",
            "161/1785 , 0.833333\n",
            "162/1785 , 0.828221\n",
            "163/1785 , 0.829268\n",
            "164/1785 , 0.830303\n",
            "165/1785 , 0.825301\n",
            "166/1785 , 0.826347\n",
            "167/1785 , 0.821429\n",
            "168/1785 , 0.822485\n",
            "169/1785 , 0.823529\n",
            "170/1785 , 0.824561\n",
            "171/1785 , 0.825581\n",
            "172/1785 , 0.826590\n",
            "173/1785 , 0.827586\n",
            "174/1785 , 0.828571\n",
            "175/1785 , 0.829545\n",
            "176/1785 , 0.830508\n",
            "177/1785 , 0.831461\n",
            "178/1785 , 0.832402\n",
            "179/1785 , 0.833333\n",
            "180/1785 , 0.834254\n",
            "181/1785 , 0.835165\n",
            "182/1785 , 0.830601\n",
            "183/1785 , 0.831522\n",
            "184/1785 , 0.832432\n",
            "185/1785 , 0.833333\n",
            "186/1785 , 0.834225\n",
            "187/1785 , 0.835106\n",
            "188/1785 , 0.830688\n",
            "189/1785 , 0.831579\n",
            "190/1785 , 0.832461\n",
            "191/1785 , 0.833333\n",
            "192/1785 , 0.834197\n",
            "193/1785 , 0.835052\n",
            "194/1785 , 0.835897\n",
            "195/1785 , 0.836735\n",
            "196/1785 , 0.837563\n",
            "197/1785 , 0.838384\n",
            "198/1785 , 0.839196\n",
            "199/1785 , 0.840000\n",
            "200/1785 , 0.840796\n",
            "201/1785 , 0.841584\n",
            "202/1785 , 0.842365\n",
            "203/1785 , 0.838235\n",
            "204/1785 , 0.839024\n",
            "205/1785 , 0.839806\n",
            "206/1785 , 0.835749\n",
            "207/1785 , 0.836538\n",
            "208/1785 , 0.837321\n",
            "209/1785 , 0.838095\n",
            "210/1785 , 0.838863\n",
            "211/1785 , 0.839623\n",
            "212/1785 , 0.840376\n",
            "213/1785 , 0.841121\n",
            "214/1785 , 0.837209\n",
            "215/1785 , 0.833333\n",
            "216/1785 , 0.834101\n",
            "217/1785 , 0.834862\n",
            "218/1785 , 0.831050\n",
            "219/1785 , 0.831818\n",
            "220/1785 , 0.832579\n",
            "221/1785 , 0.828829\n",
            "222/1785 , 0.829596\n",
            "223/1785 , 0.830357\n",
            "224/1785 , 0.831111\n",
            "225/1785 , 0.831858\n",
            "226/1785 , 0.832599\n",
            "227/1785 , 0.833333\n",
            "228/1785 , 0.829694\n",
            "229/1785 , 0.830435\n",
            "230/1785 , 0.831169\n",
            "231/1785 , 0.831897\n",
            "232/1785 , 0.832618\n",
            "233/1785 , 0.833333\n",
            "234/1785 , 0.834043\n",
            "235/1785 , 0.834746\n",
            "236/1785 , 0.831224\n",
            "237/1785 , 0.831933\n",
            "238/1785 , 0.828452\n",
            "239/1785 , 0.829167\n",
            "240/1785 , 0.829876\n",
            "241/1785 , 0.830579\n",
            "242/1785 , 0.831276\n",
            "243/1785 , 0.831967\n",
            "244/1785 , 0.832653\n",
            "245/1785 , 0.833333\n",
            "246/1785 , 0.829960\n",
            "247/1785 , 0.830645\n",
            "248/1785 , 0.831325\n",
            "249/1785 , 0.832000\n",
            "250/1785 , 0.832669\n",
            "251/1785 , 0.833333\n",
            "252/1785 , 0.830040\n",
            "253/1785 , 0.830709\n",
            "254/1785 , 0.831373\n",
            "255/1785 , 0.832031\n",
            "256/1785 , 0.828794\n",
            "257/1785 , 0.829457\n",
            "258/1785 , 0.830116\n",
            "259/1785 , 0.830769\n",
            "260/1785 , 0.831418\n",
            "261/1785 , 0.832061\n",
            "262/1785 , 0.832700\n",
            "263/1785 , 0.833333\n",
            "264/1785 , 0.833962\n",
            "265/1785 , 0.834586\n",
            "266/1785 , 0.835206\n",
            "267/1785 , 0.835821\n",
            "268/1785 , 0.836431\n",
            "269/1785 , 0.833333\n",
            "270/1785 , 0.833948\n",
            "271/1785 , 0.830882\n",
            "272/1785 , 0.827839\n",
            "273/1785 , 0.824818\n",
            "274/1785 , 0.821818\n",
            "275/1785 , 0.818841\n",
            "276/1785 , 0.815884\n",
            "277/1785 , 0.812950\n",
            "278/1785 , 0.810036\n",
            "279/1785 , 0.807143\n",
            "280/1785 , 0.804270\n",
            "281/1785 , 0.801418\n",
            "282/1785 , 0.798587\n",
            "283/1785 , 0.799296\n",
            "284/1785 , 0.800000\n",
            "285/1785 , 0.800699\n",
            "286/1785 , 0.801394\n",
            "287/1785 , 0.802083\n",
            "288/1785 , 0.802768\n",
            "289/1785 , 0.803448\n",
            "290/1785 , 0.804124\n",
            "291/1785 , 0.804795\n",
            "292/1785 , 0.805461\n",
            "293/1785 , 0.806122\n",
            "294/1785 , 0.806780\n",
            "295/1785 , 0.807432\n",
            "296/1785 , 0.808081\n",
            "297/1785 , 0.808725\n",
            "298/1785 , 0.809365\n",
            "299/1785 , 0.810000\n",
            "300/1785 , 0.810631\n",
            "301/1785 , 0.811258\n",
            "302/1785 , 0.811881\n",
            "303/1785 , 0.812500\n",
            "304/1785 , 0.813115\n",
            "305/1785 , 0.813725\n",
            "306/1785 , 0.814332\n",
            "307/1785 , 0.814935\n",
            "308/1785 , 0.815534\n",
            "309/1785 , 0.816129\n",
            "310/1785 , 0.813505\n",
            "311/1785 , 0.814103\n",
            "312/1785 , 0.811502\n",
            "313/1785 , 0.812102\n",
            "314/1785 , 0.812698\n",
            "315/1785 , 0.813291\n",
            "316/1785 , 0.813880\n",
            "317/1785 , 0.814465\n",
            "318/1785 , 0.811912\n",
            "319/1785 , 0.812500\n",
            "320/1785 , 0.813084\n",
            "321/1785 , 0.813665\n",
            "322/1785 , 0.814241\n",
            "323/1785 , 0.814815\n",
            "324/1785 , 0.815385\n",
            "325/1785 , 0.815951\n",
            "326/1785 , 0.816514\n",
            "327/1785 , 0.817073\n",
            "328/1785 , 0.817629\n",
            "329/1785 , 0.815152\n",
            "330/1785 , 0.815710\n",
            "331/1785 , 0.816265\n",
            "332/1785 , 0.816817\n",
            "333/1785 , 0.817365\n",
            "334/1785 , 0.817910\n",
            "335/1785 , 0.818452\n",
            "336/1785 , 0.818991\n",
            "337/1785 , 0.819527\n",
            "338/1785 , 0.820059\n",
            "339/1785 , 0.820588\n",
            "340/1785 , 0.821114\n",
            "341/1785 , 0.821637\n",
            "342/1785 , 0.822157\n",
            "343/1785 , 0.822674\n",
            "344/1785 , 0.823188\n",
            "345/1785 , 0.823699\n",
            "346/1785 , 0.824207\n",
            "347/1785 , 0.824713\n",
            "348/1785 , 0.825215\n",
            "349/1785 , 0.825714\n",
            "350/1785 , 0.826211\n",
            "351/1785 , 0.826705\n",
            "352/1785 , 0.827195\n",
            "353/1785 , 0.827684\n",
            "354/1785 , 0.828169\n",
            "355/1785 , 0.828652\n",
            "356/1785 , 0.829132\n",
            "357/1785 , 0.829609\n",
            "358/1785 , 0.830084\n",
            "359/1785 , 0.830556\n",
            "360/1785 , 0.831025\n",
            "361/1785 , 0.831492\n",
            "362/1785 , 0.831956\n",
            "363/1785 , 0.832418\n",
            "364/1785 , 0.832877\n",
            "365/1785 , 0.833333\n",
            "366/1785 , 0.833787\n",
            "367/1785 , 0.834239\n",
            "368/1785 , 0.834688\n",
            "369/1785 , 0.835135\n",
            "370/1785 , 0.835580\n",
            "371/1785 , 0.836022\n",
            "372/1785 , 0.836461\n",
            "373/1785 , 0.836898\n",
            "374/1785 , 0.837333\n",
            "375/1785 , 0.837766\n",
            "376/1785 , 0.838196\n",
            "377/1785 , 0.838624\n",
            "378/1785 , 0.839050\n",
            "379/1785 , 0.839474\n",
            "380/1785 , 0.839895\n",
            "381/1785 , 0.840314\n",
            "382/1785 , 0.840731\n",
            "383/1785 , 0.841146\n",
            "384/1785 , 0.841558\n",
            "385/1785 , 0.841969\n",
            "386/1785 , 0.842377\n",
            "387/1785 , 0.842784\n",
            "388/1785 , 0.843188\n",
            "389/1785 , 0.841026\n",
            "390/1785 , 0.841432\n",
            "391/1785 , 0.841837\n",
            "392/1785 , 0.842239\n",
            "393/1785 , 0.842640\n",
            "394/1785 , 0.843038\n",
            "395/1785 , 0.843434\n",
            "396/1785 , 0.843829\n",
            "397/1785 , 0.844221\n",
            "398/1785 , 0.844612\n",
            "399/1785 , 0.845000\n",
            "400/1785 , 0.842893\n",
            "401/1785 , 0.843284\n",
            "402/1785 , 0.843672\n",
            "403/1785 , 0.841584\n",
            "404/1785 , 0.841975\n",
            "405/1785 , 0.842365\n",
            "406/1785 , 0.842752\n",
            "407/1785 , 0.843137\n",
            "408/1785 , 0.843521\n",
            "409/1785 , 0.843902\n",
            "410/1785 , 0.844282\n",
            "411/1785 , 0.844660\n",
            "412/1785 , 0.845036\n",
            "413/1785 , 0.845411\n",
            "414/1785 , 0.845783\n",
            "415/1785 , 0.846154\n",
            "416/1785 , 0.846523\n",
            "417/1785 , 0.846890\n",
            "418/1785 , 0.847255\n",
            "419/1785 , 0.847619\n",
            "420/1785 , 0.847981\n",
            "421/1785 , 0.848341\n",
            "422/1785 , 0.846336\n",
            "423/1785 , 0.844340\n",
            "424/1785 , 0.844706\n",
            "425/1785 , 0.845070\n",
            "426/1785 , 0.845433\n",
            "427/1785 , 0.845794\n",
            "428/1785 , 0.846154\n",
            "429/1785 , 0.846512\n",
            "430/1785 , 0.846868\n",
            "431/1785 , 0.847222\n",
            "432/1785 , 0.847575\n",
            "433/1785 , 0.847926\n",
            "434/1785 , 0.848276\n",
            "435/1785 , 0.848624\n",
            "436/1785 , 0.848970\n",
            "437/1785 , 0.849315\n",
            "438/1785 , 0.849658\n",
            "439/1785 , 0.850000\n",
            "440/1785 , 0.850340\n",
            "441/1785 , 0.850679\n",
            "442/1785 , 0.851016\n",
            "443/1785 , 0.851351\n",
            "444/1785 , 0.851685\n",
            "445/1785 , 0.852018\n",
            "446/1785 , 0.852349\n",
            "447/1785 , 0.850446\n",
            "448/1785 , 0.850780\n",
            "449/1785 , 0.851111\n",
            "450/1785 , 0.851441\n",
            "451/1785 , 0.851770\n",
            "452/1785 , 0.852097\n",
            "453/1785 , 0.852423\n",
            "454/1785 , 0.852747\n",
            "455/1785 , 0.853070\n",
            "456/1785 , 0.853392\n",
            "457/1785 , 0.853712\n",
            "458/1785 , 0.854031\n",
            "459/1785 , 0.854348\n",
            "460/1785 , 0.854664\n",
            "461/1785 , 0.854978\n",
            "462/1785 , 0.855292\n",
            "463/1785 , 0.855603\n",
            "464/1785 , 0.855914\n",
            "465/1785 , 0.856223\n",
            "466/1785 , 0.856531\n",
            "467/1785 , 0.854701\n",
            "468/1785 , 0.855011\n",
            "469/1785 , 0.855319\n",
            "470/1785 , 0.855626\n",
            "471/1785 , 0.855932\n",
            "472/1785 , 0.856237\n",
            "473/1785 , 0.856540\n",
            "474/1785 , 0.856842\n",
            "475/1785 , 0.857143\n",
            "476/1785 , 0.857442\n",
            "477/1785 , 0.857741\n",
            "478/1785 , 0.858038\n",
            "479/1785 , 0.858333\n",
            "480/1785 , 0.858628\n",
            "481/1785 , 0.858921\n",
            "482/1785 , 0.857143\n",
            "483/1785 , 0.857438\n",
            "484/1785 , 0.855670\n",
            "485/1785 , 0.855967\n",
            "486/1785 , 0.856263\n",
            "487/1785 , 0.856557\n",
            "488/1785 , 0.856851\n",
            "489/1785 , 0.857143\n",
            "490/1785 , 0.857434\n",
            "491/1785 , 0.857724\n",
            "492/1785 , 0.858012\n",
            "493/1785 , 0.858300\n",
            "494/1785 , 0.858586\n",
            "495/1785 , 0.858871\n",
            "496/1785 , 0.859155\n",
            "497/1785 , 0.859438\n",
            "498/1785 , 0.857715\n",
            "499/1785 , 0.858000\n",
            "500/1785 , 0.856287\n",
            "501/1785 , 0.856574\n",
            "502/1785 , 0.856859\n",
            "503/1785 , 0.857143\n",
            "504/1785 , 0.857426\n",
            "505/1785 , 0.857708\n",
            "506/1785 , 0.856016\n",
            "507/1785 , 0.856299\n",
            "508/1785 , 0.856582\n",
            "509/1785 , 0.856863\n",
            "510/1785 , 0.857143\n",
            "511/1785 , 0.855469\n",
            "512/1785 , 0.855750\n",
            "513/1785 , 0.856031\n",
            "514/1785 , 0.854369\n",
            "515/1785 , 0.854651\n",
            "516/1785 , 0.852998\n",
            "517/1785 , 0.853282\n",
            "518/1785 , 0.853565\n",
            "519/1785 , 0.853846\n",
            "520/1785 , 0.854127\n",
            "521/1785 , 0.854406\n",
            "522/1785 , 0.854685\n",
            "523/1785 , 0.854962\n",
            "524/1785 , 0.855238\n",
            "525/1785 , 0.855513\n",
            "526/1785 , 0.855787\n",
            "527/1785 , 0.854167\n",
            "528/1785 , 0.852552\n",
            "529/1785 , 0.852830\n",
            "530/1785 , 0.853107\n",
            "531/1785 , 0.853383\n",
            "532/1785 , 0.853659\n",
            "533/1785 , 0.853933\n",
            "534/1785 , 0.854206\n",
            "535/1785 , 0.854478\n",
            "536/1785 , 0.854749\n",
            "537/1785 , 0.855019\n",
            "538/1785 , 0.855288\n",
            "539/1785 , 0.855556\n",
            "540/1785 , 0.855823\n",
            "541/1785 , 0.856089\n",
            "542/1785 , 0.856354\n",
            "543/1785 , 0.856618\n",
            "544/1785 , 0.856881\n",
            "545/1785 , 0.855311\n",
            "546/1785 , 0.855576\n",
            "547/1785 , 0.855839\n",
            "548/1785 , 0.856102\n",
            "549/1785 , 0.854545\n",
            "550/1785 , 0.854809\n",
            "551/1785 , 0.855072\n",
            "552/1785 , 0.855335\n",
            "553/1785 , 0.855596\n",
            "554/1785 , 0.854054\n",
            "555/1785 , 0.854317\n",
            "556/1785 , 0.854578\n",
            "557/1785 , 0.854839\n",
            "558/1785 , 0.855098\n",
            "559/1785 , 0.855357\n",
            "560/1785 , 0.855615\n",
            "561/1785 , 0.855872\n",
            "562/1785 , 0.856128\n",
            "563/1785 , 0.856383\n",
            "564/1785 , 0.856637\n",
            "565/1785 , 0.856890\n",
            "566/1785 , 0.857143\n",
            "567/1785 , 0.857394\n",
            "568/1785 , 0.857645\n",
            "569/1785 , 0.857895\n",
            "570/1785 , 0.858144\n",
            "571/1785 , 0.858392\n",
            "572/1785 , 0.858639\n",
            "573/1785 , 0.857143\n",
            "574/1785 , 0.857391\n",
            "575/1785 , 0.857639\n",
            "576/1785 , 0.857886\n",
            "577/1785 , 0.858131\n",
            "578/1785 , 0.858377\n",
            "579/1785 , 0.858621\n",
            "580/1785 , 0.857143\n",
            "581/1785 , 0.857388\n",
            "582/1785 , 0.857633\n",
            "583/1785 , 0.857877\n",
            "584/1785 , 0.858120\n",
            "585/1785 , 0.858362\n",
            "586/1785 , 0.858603\n",
            "587/1785 , 0.858844\n",
            "588/1785 , 0.859083\n",
            "589/1785 , 0.859322\n",
            "590/1785 , 0.859560\n",
            "591/1785 , 0.859797\n",
            "592/1785 , 0.860034\n",
            "593/1785 , 0.858586\n",
            "594/1785 , 0.858824\n",
            "595/1785 , 0.859060\n",
            "596/1785 , 0.859296\n",
            "597/1785 , 0.859532\n",
            "598/1785 , 0.859766\n",
            "599/1785 , 0.860000\n",
            "600/1785 , 0.860233\n",
            "601/1785 , 0.858804\n",
            "602/1785 , 0.859038\n",
            "603/1785 , 0.859272\n",
            "604/1785 , 0.857851\n",
            "605/1785 , 0.858086\n",
            "606/1785 , 0.858320\n",
            "607/1785 , 0.858553\n",
            "608/1785 , 0.858785\n",
            "609/1785 , 0.859016\n",
            "610/1785 , 0.859247\n",
            "611/1785 , 0.859477\n",
            "612/1785 , 0.858075\n",
            "613/1785 , 0.858306\n",
            "614/1785 , 0.858537\n",
            "615/1785 , 0.857143\n",
            "616/1785 , 0.855754\n",
            "617/1785 , 0.855987\n",
            "618/1785 , 0.856220\n",
            "619/1785 , 0.856452\n",
            "620/1785 , 0.856683\n",
            "621/1785 , 0.855305\n",
            "622/1785 , 0.855538\n",
            "623/1785 , 0.855769\n",
            "624/1785 , 0.856000\n",
            "625/1785 , 0.856230\n",
            "626/1785 , 0.856459\n",
            "627/1785 , 0.856688\n",
            "628/1785 , 0.856916\n",
            "629/1785 , 0.857143\n",
            "630/1785 , 0.857369\n",
            "631/1785 , 0.857595\n",
            "632/1785 , 0.856240\n",
            "633/1785 , 0.856467\n",
            "634/1785 , 0.856693\n",
            "635/1785 , 0.856918\n",
            "636/1785 , 0.857143\n",
            "637/1785 , 0.855799\n",
            "638/1785 , 0.856025\n",
            "639/1785 , 0.856250\n",
            "640/1785 , 0.856474\n",
            "641/1785 , 0.856698\n",
            "642/1785 , 0.856921\n",
            "643/1785 , 0.857143\n",
            "644/1785 , 0.857364\n",
            "645/1785 , 0.857585\n",
            "646/1785 , 0.857805\n",
            "647/1785 , 0.858025\n",
            "648/1785 , 0.858243\n",
            "649/1785 , 0.858462\n",
            "650/1785 , 0.858679\n",
            "651/1785 , 0.858896\n",
            "652/1785 , 0.859112\n",
            "653/1785 , 0.859327\n",
            "654/1785 , 0.859542\n",
            "655/1785 , 0.859756\n",
            "656/1785 , 0.858447\n",
            "657/1785 , 0.858663\n",
            "658/1785 , 0.857360\n",
            "659/1785 , 0.857576\n",
            "660/1785 , 0.857791\n",
            "661/1785 , 0.858006\n",
            "662/1785 , 0.858220\n",
            "663/1785 , 0.858434\n",
            "664/1785 , 0.858647\n",
            "665/1785 , 0.858859\n",
            "666/1785 , 0.857571\n",
            "667/1785 , 0.856287\n",
            "668/1785 , 0.856502\n",
            "669/1785 , 0.856716\n",
            "670/1785 , 0.856930\n",
            "671/1785 , 0.857143\n",
            "672/1785 , 0.857355\n",
            "673/1785 , 0.857567\n",
            "674/1785 , 0.857778\n",
            "675/1785 , 0.857988\n",
            "676/1785 , 0.858198\n",
            "677/1785 , 0.858407\n",
            "678/1785 , 0.858616\n",
            "679/1785 , 0.858824\n",
            "680/1785 , 0.859031\n",
            "681/1785 , 0.857771\n",
            "682/1785 , 0.857980\n",
            "683/1785 , 0.858187\n",
            "684/1785 , 0.856934\n",
            "685/1785 , 0.857143\n",
            "686/1785 , 0.857351\n",
            "687/1785 , 0.857558\n",
            "688/1785 , 0.857765\n",
            "689/1785 , 0.857971\n",
            "690/1785 , 0.856729\n",
            "691/1785 , 0.856936\n",
            "692/1785 , 0.857143\n",
            "693/1785 , 0.855908\n",
            "694/1785 , 0.856115\n",
            "695/1785 , 0.856322\n",
            "696/1785 , 0.856528\n",
            "697/1785 , 0.855301\n",
            "698/1785 , 0.855508\n",
            "699/1785 , 0.855714\n",
            "700/1785 , 0.855920\n",
            "701/1785 , 0.854701\n",
            "702/1785 , 0.854908\n",
            "703/1785 , 0.855114\n",
            "704/1785 , 0.855319\n",
            "705/1785 , 0.855524\n",
            "706/1785 , 0.855728\n",
            "707/1785 , 0.855932\n",
            "708/1785 , 0.856135\n",
            "709/1785 , 0.856338\n",
            "710/1785 , 0.856540\n",
            "711/1785 , 0.856742\n",
            "712/1785 , 0.855540\n",
            "713/1785 , 0.855742\n",
            "714/1785 , 0.855944\n",
            "715/1785 , 0.856145\n",
            "716/1785 , 0.856346\n",
            "717/1785 , 0.855153\n",
            "718/1785 , 0.855355\n",
            "719/1785 , 0.855556\n",
            "720/1785 , 0.855756\n",
            "721/1785 , 0.855956\n",
            "722/1785 , 0.856155\n",
            "723/1785 , 0.856354\n",
            "724/1785 , 0.856552\n",
            "725/1785 , 0.855372\n",
            "726/1785 , 0.855571\n",
            "727/1785 , 0.855769\n",
            "728/1785 , 0.854595\n",
            "729/1785 , 0.854795\n",
            "730/1785 , 0.853625\n",
            "731/1785 , 0.853825\n",
            "732/1785 , 0.854025\n",
            "733/1785 , 0.854223\n",
            "734/1785 , 0.854422\n",
            "735/1785 , 0.854620\n",
            "736/1785 , 0.853460\n",
            "737/1785 , 0.853659\n",
            "738/1785 , 0.853857\n",
            "739/1785 , 0.852703\n",
            "740/1785 , 0.852901\n",
            "741/1785 , 0.853100\n",
            "742/1785 , 0.853297\n",
            "743/1785 , 0.853495\n",
            "744/1785 , 0.853691\n",
            "745/1785 , 0.853887\n",
            "746/1785 , 0.854083\n",
            "747/1785 , 0.854278\n",
            "748/1785 , 0.854473\n",
            "749/1785 , 0.853333\n",
            "750/1785 , 0.852197\n",
            "751/1785 , 0.852394\n",
            "752/1785 , 0.852590\n",
            "753/1785 , 0.852785\n",
            "754/1785 , 0.852980\n",
            "755/1785 , 0.853175\n",
            "756/1785 , 0.853369\n",
            "757/1785 , 0.853562\n",
            "758/1785 , 0.853755\n",
            "759/1785 , 0.853947\n",
            "760/1785 , 0.854139\n",
            "761/1785 , 0.854331\n",
            "762/1785 , 0.854522\n",
            "763/1785 , 0.853403\n",
            "764/1785 , 0.852288\n",
            "765/1785 , 0.852480\n",
            "766/1785 , 0.851369\n",
            "767/1785 , 0.851562\n",
            "768/1785 , 0.850455\n",
            "769/1785 , 0.850649\n",
            "770/1785 , 0.849546\n",
            "771/1785 , 0.849741\n",
            "772/1785 , 0.849935\n",
            "773/1785 , 0.850129\n",
            "774/1785 , 0.850323\n",
            "775/1785 , 0.850515\n",
            "776/1785 , 0.850708\n",
            "777/1785 , 0.850900\n",
            "778/1785 , 0.851091\n",
            "779/1785 , 0.851282\n",
            "780/1785 , 0.850192\n",
            "781/1785 , 0.850384\n",
            "782/1785 , 0.850575\n",
            "783/1785 , 0.850765\n",
            "784/1785 , 0.850955\n",
            "785/1785 , 0.851145\n",
            "786/1785 , 0.851334\n",
            "787/1785 , 0.851523\n",
            "788/1785 , 0.850444\n",
            "789/1785 , 0.850633\n",
            "790/1785 , 0.849558\n",
            "791/1785 , 0.848485\n",
            "792/1785 , 0.848676\n",
            "793/1785 , 0.847607\n",
            "794/1785 , 0.847799\n",
            "795/1785 , 0.847990\n",
            "796/1785 , 0.848181\n",
            "797/1785 , 0.848371\n",
            "798/1785 , 0.848561\n",
            "799/1785 , 0.848750\n",
            "800/1785 , 0.848939\n",
            "801/1785 , 0.847880\n",
            "802/1785 , 0.848070\n",
            "803/1785 , 0.848259\n",
            "804/1785 , 0.848447\n",
            "805/1785 , 0.848635\n",
            "806/1785 , 0.848823\n",
            "807/1785 , 0.849010\n",
            "808/1785 , 0.849197\n",
            "809/1785 , 0.849383\n",
            "810/1785 , 0.849568\n",
            "811/1785 , 0.849754\n",
            "812/1785 , 0.849938\n",
            "813/1785 , 0.850123\n",
            "814/1785 , 0.850307\n",
            "815/1785 , 0.850490\n",
            "816/1785 , 0.850673\n",
            "817/1785 , 0.850856\n",
            "818/1785 , 0.851038\n",
            "819/1785 , 0.851220\n",
            "820/1785 , 0.851401\n",
            "821/1785 , 0.851582\n",
            "822/1785 , 0.851762\n",
            "823/1785 , 0.851942\n",
            "824/1785 , 0.852121\n",
            "825/1785 , 0.852300\n",
            "826/1785 , 0.851270\n",
            "827/1785 , 0.850242\n",
            "828/1785 , 0.850422\n",
            "829/1785 , 0.850602\n",
            "830/1785 , 0.850782\n",
            "831/1785 , 0.850962\n",
            "832/1785 , 0.851140\n",
            "833/1785 , 0.851319\n",
            "834/1785 , 0.851497\n",
            "835/1785 , 0.851675\n",
            "836/1785 , 0.851852\n",
            "837/1785 , 0.850835\n",
            "838/1785 , 0.849821\n",
            "839/1785 , 0.848810\n",
            "840/1785 , 0.847800\n",
            "841/1785 , 0.846793\n",
            "842/1785 , 0.845789\n",
            "843/1785 , 0.844787\n",
            "844/1785 , 0.843787\n",
            "845/1785 , 0.842790\n",
            "846/1785 , 0.841795\n",
            "847/1785 , 0.840802\n",
            "848/1785 , 0.840989\n",
            "849/1785 , 0.841176\n",
            "850/1785 , 0.841363\n",
            "851/1785 , 0.841549\n",
            "852/1785 , 0.841735\n",
            "853/1785 , 0.841920\n",
            "854/1785 , 0.842105\n",
            "855/1785 , 0.842290\n",
            "856/1785 , 0.842474\n",
            "857/1785 , 0.842657\n",
            "858/1785 , 0.842841\n",
            "859/1785 , 0.843023\n",
            "860/1785 , 0.843206\n",
            "861/1785 , 0.843387\n",
            "862/1785 , 0.843569\n",
            "863/1785 , 0.843750\n",
            "864/1785 , 0.843931\n",
            "865/1785 , 0.844111\n",
            "866/1785 , 0.844291\n",
            "867/1785 , 0.844470\n",
            "868/1785 , 0.844649\n",
            "869/1785 , 0.844828\n",
            "870/1785 , 0.845006\n",
            "871/1785 , 0.845183\n",
            "872/1785 , 0.845361\n",
            "873/1785 , 0.845538\n",
            "874/1785 , 0.845714\n",
            "875/1785 , 0.845890\n",
            "876/1785 , 0.846066\n",
            "877/1785 , 0.846241\n",
            "878/1785 , 0.846416\n",
            "879/1785 , 0.846591\n",
            "880/1785 , 0.846765\n",
            "881/1785 , 0.846939\n",
            "882/1785 , 0.847112\n",
            "883/1785 , 0.847285\n",
            "884/1785 , 0.847458\n",
            "885/1785 , 0.847630\n",
            "886/1785 , 0.847802\n",
            "887/1785 , 0.847973\n",
            "888/1785 , 0.848144\n",
            "889/1785 , 0.848315\n",
            "890/1785 , 0.848485\n",
            "891/1785 , 0.848655\n",
            "892/1785 , 0.848824\n",
            "893/1785 , 0.848993\n",
            "894/1785 , 0.849162\n",
            "895/1785 , 0.849330\n",
            "896/1785 , 0.849498\n",
            "897/1785 , 0.849666\n",
            "898/1785 , 0.849833\n",
            "899/1785 , 0.850000\n",
            "900/1785 , 0.850166\n",
            "901/1785 , 0.850333\n",
            "902/1785 , 0.850498\n",
            "903/1785 , 0.850664\n",
            "904/1785 , 0.850829\n",
            "905/1785 , 0.850993\n",
            "906/1785 , 0.851158\n",
            "907/1785 , 0.851322\n",
            "908/1785 , 0.851485\n",
            "909/1785 , 0.851648\n",
            "910/1785 , 0.851811\n",
            "911/1785 , 0.851974\n",
            "912/1785 , 0.852136\n",
            "913/1785 , 0.852298\n",
            "914/1785 , 0.852459\n",
            "915/1785 , 0.852620\n",
            "916/1785 , 0.852781\n",
            "917/1785 , 0.852941\n",
            "918/1785 , 0.853101\n",
            "919/1785 , 0.853261\n",
            "920/1785 , 0.853420\n",
            "921/1785 , 0.853579\n",
            "922/1785 , 0.853738\n",
            "923/1785 , 0.853896\n",
            "924/1785 , 0.854054\n",
            "925/1785 , 0.854212\n",
            "926/1785 , 0.854369\n",
            "927/1785 , 0.854526\n",
            "928/1785 , 0.854682\n",
            "929/1785 , 0.854839\n",
            "930/1785 , 0.854995\n",
            "931/1785 , 0.855150\n",
            "932/1785 , 0.855305\n",
            "933/1785 , 0.855460\n",
            "934/1785 , 0.855615\n",
            "935/1785 , 0.855769\n",
            "936/1785 , 0.855923\n",
            "937/1785 , 0.855011\n",
            "938/1785 , 0.854100\n",
            "939/1785 , 0.854255\n",
            "940/1785 , 0.854410\n",
            "941/1785 , 0.854565\n",
            "942/1785 , 0.854719\n",
            "943/1785 , 0.853814\n",
            "944/1785 , 0.852910\n",
            "945/1785 , 0.853066\n",
            "946/1785 , 0.853221\n",
            "947/1785 , 0.853376\n",
            "948/1785 , 0.853530\n",
            "949/1785 , 0.853684\n",
            "950/1785 , 0.853838\n",
            "951/1785 , 0.853992\n",
            "952/1785 , 0.854145\n",
            "953/1785 , 0.854298\n",
            "954/1785 , 0.854450\n",
            "955/1785 , 0.853556\n",
            "956/1785 , 0.852665\n",
            "957/1785 , 0.852818\n",
            "958/1785 , 0.852972\n",
            "959/1785 , 0.853125\n",
            "960/1785 , 0.853278\n",
            "961/1785 , 0.853430\n",
            "962/1785 , 0.852544\n",
            "963/1785 , 0.851660\n",
            "964/1785 , 0.851813\n",
            "965/1785 , 0.851967\n",
            "966/1785 , 0.852120\n",
            "967/1785 , 0.851240\n",
            "968/1785 , 0.850361\n",
            "969/1785 , 0.850515\n",
            "970/1785 , 0.850669\n",
            "971/1785 , 0.849794\n",
            "972/1785 , 0.849949\n",
            "973/1785 , 0.849076\n",
            "974/1785 , 0.849231\n",
            "975/1785 , 0.848361\n",
            "976/1785 , 0.848516\n",
            "977/1785 , 0.847648\n",
            "978/1785 , 0.847804\n",
            "979/1785 , 0.846939\n",
            "980/1785 , 0.846075\n",
            "981/1785 , 0.845214\n",
            "982/1785 , 0.844354\n",
            "983/1785 , 0.843496\n",
            "984/1785 , 0.842640\n",
            "985/1785 , 0.842799\n",
            "986/1785 , 0.841945\n",
            "987/1785 , 0.841093\n",
            "988/1785 , 0.840243\n",
            "989/1785 , 0.839394\n",
            "990/1785 , 0.838547\n",
            "991/1785 , 0.837702\n",
            "992/1785 , 0.836858\n",
            "993/1785 , 0.836016\n",
            "994/1785 , 0.836181\n",
            "995/1785 , 0.836345\n",
            "996/1785 , 0.836510\n",
            "997/1785 , 0.835671\n",
            "998/1785 , 0.834835\n",
            "999/1785 , 0.835000\n",
            "1000/1785 , 0.834166\n",
            "1001/1785 , 0.833333\n",
            "1002/1785 , 0.832502\n",
            "1003/1785 , 0.831673\n",
            "1004/1785 , 0.831841\n",
            "1005/1785 , 0.831014\n",
            "1006/1785 , 0.830189\n",
            "1007/1785 , 0.829365\n",
            "1008/1785 , 0.828543\n",
            "1009/1785 , 0.827723\n",
            "1010/1785 , 0.826904\n",
            "1011/1785 , 0.827075\n",
            "1012/1785 , 0.826259\n",
            "1013/1785 , 0.825444\n",
            "1014/1785 , 0.825616\n",
            "1015/1785 , 0.824803\n",
            "1016/1785 , 0.823992\n",
            "1017/1785 , 0.824165\n",
            "1018/1785 , 0.823356\n",
            "1019/1785 , 0.822549\n",
            "1020/1785 , 0.821743\n",
            "1021/1785 , 0.820939\n",
            "1022/1785 , 0.821114\n",
            "1023/1785 , 0.821289\n",
            "1024/1785 , 0.821463\n",
            "1025/1785 , 0.821637\n",
            "1026/1785 , 0.820837\n",
            "1027/1785 , 0.820039\n",
            "1028/1785 , 0.820214\n",
            "1029/1785 , 0.820388\n",
            "1030/1785 , 0.820563\n",
            "1031/1785 , 0.819767\n",
            "1032/1785 , 0.818974\n",
            "1033/1785 , 0.818182\n",
            "1034/1785 , 0.818357\n",
            "1035/1785 , 0.818533\n",
            "1036/1785 , 0.817743\n",
            "1037/1785 , 0.817919\n",
            "1038/1785 , 0.817132\n",
            "1039/1785 , 0.816346\n",
            "1040/1785 , 0.816523\n",
            "1041/1785 , 0.816699\n",
            "1042/1785 , 0.815916\n",
            "1043/1785 , 0.815134\n",
            "1044/1785 , 0.814354\n",
            "1045/1785 , 0.813576\n",
            "1046/1785 , 0.812798\n",
            "1047/1785 , 0.812023\n",
            "1048/1785 , 0.811249\n",
            "1049/1785 , 0.811429\n",
            "1050/1785 , 0.810657\n",
            "1051/1785 , 0.810837\n",
            "1052/1785 , 0.810066\n",
            "1053/1785 , 0.809298\n",
            "1054/1785 , 0.809479\n",
            "1055/1785 , 0.808712\n",
            "1056/1785 , 0.807947\n",
            "1057/1785 , 0.807183\n",
            "1058/1785 , 0.807365\n",
            "1059/1785 , 0.807547\n",
            "1060/1785 , 0.807729\n",
            "1061/1785 , 0.807910\n",
            "1062/1785 , 0.807150\n",
            "1063/1785 , 0.806391\n",
            "1064/1785 , 0.805634\n",
            "1065/1785 , 0.805816\n",
            "1066/1785 , 0.805061\n",
            "1067/1785 , 0.804307\n",
            "1068/1785 , 0.803555\n",
            "1069/1785 , 0.802804\n",
            "1070/1785 , 0.802054\n",
            "1071/1785 , 0.801306\n",
            "1072/1785 , 0.800559\n",
            "1073/1785 , 0.799814\n",
            "1074/1785 , 0.800000\n",
            "1075/1785 , 0.799257\n",
            "1076/1785 , 0.798514\n",
            "1077/1785 , 0.797774\n",
            "1078/1785 , 0.797034\n",
            "1079/1785 , 0.796296\n",
            "1080/1785 , 0.796485\n",
            "1081/1785 , 0.795749\n",
            "1082/1785 , 0.795014\n",
            "1083/1785 , 0.795203\n",
            "1084/1785 , 0.794470\n",
            "1085/1785 , 0.793738\n",
            "1086/1785 , 0.793008\n",
            "1087/1785 , 0.792279\n",
            "1088/1785 , 0.791552\n",
            "1089/1785 , 0.790826\n",
            "1090/1785 , 0.790101\n",
            "1091/1785 , 0.789377\n",
            "1092/1785 , 0.789570\n",
            "1093/1785 , 0.788848\n",
            "1094/1785 , 0.788128\n",
            "1095/1785 , 0.787409\n",
            "1096/1785 , 0.786691\n",
            "1097/1785 , 0.786885\n",
            "1098/1785 , 0.786169\n",
            "1099/1785 , 0.785455\n",
            "1100/1785 , 0.784741\n",
            "1101/1785 , 0.784936\n",
            "1102/1785 , 0.785131\n",
            "1103/1785 , 0.784420\n",
            "1104/1785 , 0.784615\n",
            "1105/1785 , 0.784810\n",
            "1106/1785 , 0.784101\n",
            "1107/1785 , 0.784296\n",
            "1108/1785 , 0.784491\n",
            "1109/1785 , 0.783784\n",
            "1110/1785 , 0.783078\n",
            "1111/1785 , 0.783273\n",
            "1112/1785 , 0.782570\n",
            "1113/1785 , 0.782765\n",
            "1114/1785 , 0.782960\n",
            "1115/1785 , 0.782258\n",
            "1116/1785 , 0.781558\n",
            "1117/1785 , 0.780859\n",
            "1118/1785 , 0.780161\n",
            "1119/1785 , 0.779464\n",
            "1120/1785 , 0.778769\n",
            "1121/1785 , 0.778075\n",
            "1122/1785 , 0.777382\n",
            "1123/1785 , 0.777580\n",
            "1124/1785 , 0.777778\n",
            "1125/1785 , 0.777087\n",
            "1126/1785 , 0.777285\n",
            "1127/1785 , 0.777482\n",
            "1128/1785 , 0.777679\n",
            "1129/1785 , 0.777876\n",
            "1130/1785 , 0.778073\n",
            "1131/1785 , 0.777385\n",
            "1132/1785 , 0.777582\n",
            "1133/1785 , 0.777778\n",
            "1134/1785 , 0.777974\n",
            "1135/1785 , 0.778169\n",
            "1136/1785 , 0.778364\n",
            "1137/1785 , 0.778559\n",
            "1138/1785 , 0.778753\n",
            "1139/1785 , 0.778947\n",
            "1140/1785 , 0.779141\n",
            "1141/1785 , 0.779335\n",
            "1142/1785 , 0.779528\n",
            "1143/1785 , 0.779720\n",
            "1144/1785 , 0.779913\n",
            "1145/1785 , 0.780105\n",
            "1146/1785 , 0.780296\n",
            "1147/1785 , 0.780488\n",
            "1148/1785 , 0.779809\n",
            "1149/1785 , 0.780000\n",
            "1150/1785 , 0.780191\n",
            "1151/1785 , 0.780382\n",
            "1152/1785 , 0.780572\n",
            "1153/1785 , 0.780763\n",
            "1154/1785 , 0.780952\n",
            "1155/1785 , 0.781142\n",
            "1156/1785 , 0.781331\n",
            "1157/1785 , 0.781520\n",
            "1158/1785 , 0.781708\n",
            "1159/1785 , 0.781897\n",
            "1160/1785 , 0.782084\n",
            "1161/1785 , 0.781411\n",
            "1162/1785 , 0.781599\n",
            "1163/1785 , 0.780928\n",
            "1164/1785 , 0.781116\n",
            "1165/1785 , 0.781304\n",
            "1166/1785 , 0.781491\n",
            "1167/1785 , 0.781678\n",
            "1168/1785 , 0.781865\n",
            "1169/1785 , 0.782051\n",
            "1170/1785 , 0.782237\n",
            "1171/1785 , 0.782423\n",
            "1172/1785 , 0.782609\n",
            "1173/1785 , 0.782794\n",
            "1174/1785 , 0.782979\n",
            "1175/1785 , 0.783163\n",
            "1176/1785 , 0.782498\n",
            "1177/1785 , 0.782683\n",
            "1178/1785 , 0.782019\n",
            "1179/1785 , 0.782203\n",
            "1180/1785 , 0.782388\n",
            "1181/1785 , 0.782572\n",
            "1182/1785 , 0.782756\n",
            "1183/1785 , 0.782939\n",
            "1184/1785 , 0.783122\n",
            "1185/1785 , 0.783305\n",
            "1186/1785 , 0.783488\n",
            "1187/1785 , 0.783670\n",
            "1188/1785 , 0.783852\n",
            "1189/1785 , 0.784034\n",
            "1190/1785 , 0.783375\n",
            "1191/1785 , 0.783557\n",
            "1192/1785 , 0.783738\n",
            "1193/1785 , 0.783920\n",
            "1194/1785 , 0.784100\n",
            "1195/1785 , 0.784281\n",
            "1196/1785 , 0.784461\n",
            "1197/1785 , 0.784641\n",
            "1198/1785 , 0.784821\n",
            "1199/1785 , 0.784167\n",
            "1200/1785 , 0.784346\n",
            "1201/1785 , 0.784526\n",
            "1202/1785 , 0.784705\n",
            "1203/1785 , 0.784884\n",
            "1204/1785 , 0.785062\n",
            "1205/1785 , 0.785240\n",
            "1206/1785 , 0.785418\n",
            "1207/1785 , 0.785596\n",
            "1208/1785 , 0.785773\n",
            "1209/1785 , 0.785950\n",
            "1210/1785 , 0.786127\n",
            "1211/1785 , 0.786304\n",
            "1212/1785 , 0.786480\n",
            "1213/1785 , 0.786656\n",
            "1214/1785 , 0.786831\n",
            "1215/1785 , 0.787007\n",
            "1216/1785 , 0.787182\n",
            "1217/1785 , 0.787356\n",
            "1218/1785 , 0.787531\n",
            "1219/1785 , 0.786885\n",
            "1220/1785 , 0.787060\n",
            "1221/1785 , 0.787234\n",
            "1222/1785 , 0.787408\n",
            "1223/1785 , 0.786765\n",
            "1224/1785 , 0.786939\n",
            "1225/1785 , 0.786297\n",
            "1226/1785 , 0.786471\n",
            "1227/1785 , 0.786645\n",
            "1228/1785 , 0.786819\n",
            "1229/1785 , 0.786179\n",
            "1230/1785 , 0.786353\n",
            "1231/1785 , 0.786526\n",
            "1232/1785 , 0.786699\n",
            "1233/1785 , 0.786872\n",
            "1234/1785 , 0.787045\n",
            "1235/1785 , 0.786408\n",
            "1236/1785 , 0.785772\n",
            "1237/1785 , 0.785137\n",
            "1238/1785 , 0.784504\n",
            "1239/1785 , 0.783871\n",
            "1240/1785 , 0.783239\n",
            "1241/1785 , 0.782609\n",
            "1242/1785 , 0.781979\n",
            "1243/1785 , 0.781350\n",
            "1244/1785 , 0.780723\n",
            "1245/1785 , 0.780096\n",
            "1246/1785 , 0.779471\n",
            "1247/1785 , 0.778846\n",
            "1248/1785 , 0.778223\n",
            "1249/1785 , 0.777600\n",
            "1250/1785 , 0.776978\n",
            "1251/1785 , 0.776358\n",
            "1252/1785 , 0.775738\n",
            "1253/1785 , 0.775120\n",
            "1254/1785 , 0.774502\n",
            "1255/1785 , 0.773885\n",
            "1256/1785 , 0.773270\n",
            "1257/1785 , 0.772655\n",
            "1258/1785 , 0.772836\n",
            "1259/1785 , 0.772222\n",
            "1260/1785 , 0.772403\n",
            "1261/1785 , 0.772583\n",
            "1262/1785 , 0.771971\n",
            "1263/1785 , 0.772152\n",
            "1264/1785 , 0.772332\n",
            "1265/1785 , 0.772512\n",
            "1266/1785 , 0.772691\n",
            "1267/1785 , 0.772871\n",
            "1268/1785 , 0.773050\n",
            "1269/1785 , 0.773228\n",
            "1270/1785 , 0.773407\n",
            "1271/1785 , 0.773585\n",
            "1272/1785 , 0.772977\n",
            "1273/1785 , 0.773155\n",
            "1274/1785 , 0.773333\n",
            "1275/1785 , 0.773511\n",
            "1276/1785 , 0.773688\n",
            "1277/1785 , 0.773083\n",
            "1278/1785 , 0.773260\n",
            "1279/1785 , 0.773438\n",
            "1280/1785 , 0.773614\n",
            "1281/1785 , 0.773011\n",
            "1282/1785 , 0.773188\n",
            "1283/1785 , 0.772586\n",
            "1284/1785 , 0.772763\n",
            "1285/1785 , 0.772939\n",
            "1286/1785 , 0.773116\n",
            "1287/1785 , 0.773292\n",
            "1288/1785 , 0.772692\n",
            "1289/1785 , 0.772093\n",
            "1290/1785 , 0.772270\n",
            "1291/1785 , 0.772446\n",
            "1292/1785 , 0.771848\n",
            "1293/1785 , 0.772025\n",
            "1294/1785 , 0.771429\n",
            "1295/1785 , 0.771605\n",
            "1296/1785 , 0.771781\n",
            "1297/1785 , 0.771957\n",
            "1298/1785 , 0.772132\n",
            "1299/1785 , 0.772308\n",
            "1300/1785 , 0.771714\n",
            "1301/1785 , 0.771121\n",
            "1302/1785 , 0.771297\n",
            "1303/1785 , 0.771472\n",
            "1304/1785 , 0.771648\n",
            "1305/1785 , 0.771057\n",
            "1306/1785 , 0.771232\n",
            "1307/1785 , 0.771407\n",
            "1308/1785 , 0.771581\n",
            "1309/1785 , 0.771756\n",
            "1310/1785 , 0.771930\n",
            "1311/1785 , 0.772104\n",
            "1312/1785 , 0.772277\n",
            "1313/1785 , 0.772451\n",
            "1314/1785 , 0.772624\n",
            "1315/1785 , 0.772796\n",
            "1316/1785 , 0.772969\n",
            "1317/1785 , 0.773141\n",
            "1318/1785 , 0.773313\n",
            "1319/1785 , 0.773485\n",
            "1320/1785 , 0.773656\n",
            "1321/1785 , 0.773828\n",
            "1322/1785 , 0.773998\n",
            "1323/1785 , 0.774169\n",
            "1324/1785 , 0.774340\n",
            "1325/1785 , 0.774510\n",
            "1326/1785 , 0.773926\n",
            "1327/1785 , 0.774096\n",
            "1328/1785 , 0.774266\n",
            "1329/1785 , 0.774436\n",
            "1330/1785 , 0.774606\n",
            "1331/1785 , 0.774775\n",
            "1332/1785 , 0.774944\n",
            "1333/1785 , 0.775112\n",
            "1334/1785 , 0.775281\n",
            "1335/1785 , 0.775449\n",
            "1336/1785 , 0.774869\n",
            "1337/1785 , 0.775037\n",
            "1338/1785 , 0.775205\n",
            "1339/1785 , 0.775373\n",
            "1340/1785 , 0.775541\n",
            "1341/1785 , 0.775708\n",
            "1342/1785 , 0.775875\n",
            "1343/1785 , 0.775298\n",
            "1344/1785 , 0.774721\n",
            "1345/1785 , 0.774146\n",
            "1346/1785 , 0.774313\n",
            "1347/1785 , 0.774481\n",
            "1348/1785 , 0.774648\n",
            "1349/1785 , 0.774815\n",
            "1350/1785 , 0.774981\n",
            "1351/1785 , 0.775148\n",
            "1352/1785 , 0.775314\n",
            "1353/1785 , 0.775480\n",
            "1354/1785 , 0.775646\n",
            "1355/1785 , 0.775811\n",
            "1356/1785 , 0.775976\n",
            "1357/1785 , 0.775405\n",
            "1358/1785 , 0.775570\n",
            "1359/1785 , 0.775735\n",
            "1360/1785 , 0.775900\n",
            "1361/1785 , 0.776065\n",
            "1362/1785 , 0.776229\n",
            "1363/1785 , 0.776393\n",
            "1364/1785 , 0.776557\n",
            "1365/1785 , 0.776720\n",
            "1366/1785 , 0.776884\n",
            "1367/1785 , 0.777047\n",
            "1368/1785 , 0.777210\n",
            "1369/1785 , 0.777372\n",
            "1370/1785 , 0.777535\n",
            "1371/1785 , 0.777697\n",
            "1372/1785 , 0.777859\n",
            "1373/1785 , 0.778020\n",
            "1374/1785 , 0.778182\n",
            "1375/1785 , 0.778343\n",
            "1376/1785 , 0.778504\n",
            "1377/1785 , 0.778665\n",
            "1378/1785 , 0.778825\n",
            "1379/1785 , 0.778261\n",
            "1380/1785 , 0.778421\n",
            "1381/1785 , 0.777858\n",
            "1382/1785 , 0.777296\n",
            "1383/1785 , 0.777457\n",
            "1384/1785 , 0.777617\n",
            "1385/1785 , 0.777778\n",
            "1386/1785 , 0.777938\n",
            "1387/1785 , 0.778098\n",
            "1388/1785 , 0.778258\n",
            "1389/1785 , 0.777698\n",
            "1390/1785 , 0.777139\n",
            "1391/1785 , 0.776580\n",
            "1392/1785 , 0.776741\n",
            "1393/1785 , 0.776901\n",
            "1394/1785 , 0.777061\n",
            "1395/1785 , 0.777221\n",
            "1396/1785 , 0.776664\n",
            "1397/1785 , 0.776824\n",
            "1398/1785 , 0.776984\n",
            "1399/1785 , 0.777143\n",
            "1400/1785 , 0.776588\n",
            "1401/1785 , 0.776748\n",
            "1402/1785 , 0.776194\n",
            "1403/1785 , 0.776353\n",
            "1404/1785 , 0.776512\n",
            "1405/1785 , 0.775960\n",
            "1406/1785 , 0.776119\n",
            "1407/1785 , 0.776278\n",
            "1408/1785 , 0.776437\n",
            "1409/1785 , 0.775887\n",
            "1410/1785 , 0.776045\n",
            "1411/1785 , 0.776204\n",
            "1412/1785 , 0.776362\n",
            "1413/1785 , 0.775813\n",
            "1414/1785 , 0.775972\n",
            "1415/1785 , 0.776130\n",
            "1416/1785 , 0.776288\n",
            "1417/1785 , 0.776446\n",
            "1418/1785 , 0.776603\n",
            "1419/1785 , 0.776761\n",
            "1420/1785 , 0.776214\n",
            "1421/1785 , 0.776371\n",
            "1422/1785 , 0.776528\n",
            "1423/1785 , 0.776685\n",
            "1424/1785 , 0.776842\n",
            "1425/1785 , 0.776999\n",
            "1426/1785 , 0.777155\n",
            "1427/1785 , 0.777311\n",
            "1428/1785 , 0.777467\n",
            "1429/1785 , 0.777622\n",
            "1430/1785 , 0.777079\n",
            "1431/1785 , 0.776536\n",
            "1432/1785 , 0.776692\n",
            "1433/1785 , 0.776848\n",
            "1434/1785 , 0.776307\n",
            "1435/1785 , 0.776462\n",
            "1436/1785 , 0.776618\n",
            "1437/1785 , 0.776773\n",
            "1438/1785 , 0.776928\n",
            "1439/1785 , 0.777083\n",
            "1440/1785 , 0.777238\n",
            "1441/1785 , 0.777393\n",
            "1442/1785 , 0.776854\n",
            "1443/1785 , 0.777008\n",
            "1444/1785 , 0.776471\n",
            "1445/1785 , 0.776625\n",
            "1446/1785 , 0.776780\n",
            "1447/1785 , 0.776934\n",
            "1448/1785 , 0.777088\n",
            "1449/1785 , 0.777241\n",
            "1450/1785 , 0.777395\n",
            "1451/1785 , 0.776860\n",
            "1452/1785 , 0.777013\n",
            "1453/1785 , 0.777166\n",
            "1454/1785 , 0.777320\n",
            "1455/1785 , 0.777473\n",
            "1456/1785 , 0.777625\n",
            "1457/1785 , 0.777778\n",
            "1458/1785 , 0.777930\n",
            "1459/1785 , 0.777397\n",
            "1460/1785 , 0.777550\n",
            "1461/1785 , 0.777702\n",
            "1462/1785 , 0.777854\n",
            "1463/1785 , 0.778005\n",
            "1464/1785 , 0.778157\n",
            "1465/1785 , 0.778308\n",
            "1466/1785 , 0.778459\n",
            "1467/1785 , 0.778610\n",
            "1468/1785 , 0.778761\n",
            "1469/1785 , 0.778912\n",
            "1470/1785 , 0.778382\n",
            "1471/1785 , 0.777853\n",
            "1472/1785 , 0.778004\n",
            "1473/1785 , 0.778155\n",
            "1474/1785 , 0.778305\n",
            "1475/1785 , 0.778455\n",
            "1476/1785 , 0.778605\n",
            "1477/1785 , 0.778078\n",
            "1478/1785 , 0.778229\n",
            "1479/1785 , 0.778378\n",
            "1480/1785 , 0.778528\n",
            "1481/1785 , 0.778677\n",
            "1482/1785 , 0.778827\n",
            "1483/1785 , 0.778976\n",
            "1484/1785 , 0.779125\n",
            "1485/1785 , 0.779273\n",
            "1486/1785 , 0.779422\n",
            "1487/1785 , 0.779570\n",
            "1488/1785 , 0.779718\n",
            "1489/1785 , 0.779866\n",
            "1490/1785 , 0.780013\n",
            "1491/1785 , 0.780161\n",
            "1492/1785 , 0.779638\n",
            "1493/1785 , 0.779786\n",
            "1494/1785 , 0.779933\n",
            "1495/1785 , 0.779412\n",
            "1496/1785 , 0.779559\n",
            "1497/1785 , 0.779706\n",
            "1498/1785 , 0.779853\n",
            "1499/1785 , 0.780000\n",
            "1500/1785 , 0.780147\n",
            "1501/1785 , 0.780293\n",
            "1502/1785 , 0.780439\n",
            "1503/1785 , 0.780585\n",
            "1504/1785 , 0.780731\n",
            "1505/1785 , 0.780876\n",
            "1506/1785 , 0.781022\n",
            "1507/1785 , 0.781167\n",
            "1508/1785 , 0.781312\n",
            "1509/1785 , 0.781457\n",
            "1510/1785 , 0.781602\n",
            "1511/1785 , 0.781746\n",
            "1512/1785 , 0.781229\n",
            "1513/1785 , 0.781374\n",
            "1514/1785 , 0.781518\n",
            "1515/1785 , 0.781662\n",
            "1516/1785 , 0.781806\n",
            "1517/1785 , 0.781950\n",
            "1518/1785 , 0.781435\n",
            "1519/1785 , 0.781579\n",
            "1520/1785 , 0.781723\n",
            "1521/1785 , 0.781209\n",
            "1522/1785 , 0.781353\n",
            "1523/1785 , 0.780840\n",
            "1524/1785 , 0.780984\n",
            "1525/1785 , 0.780472\n",
            "1526/1785 , 0.779961\n",
            "1527/1785 , 0.780105\n",
            "1528/1785 , 0.780249\n",
            "1529/1785 , 0.779739\n",
            "1530/1785 , 0.779882\n",
            "1531/1785 , 0.779373\n",
            "1532/1785 , 0.778865\n",
            "1533/1785 , 0.779009\n",
            "1534/1785 , 0.779153\n",
            "1535/1785 , 0.779297\n",
            "1536/1785 , 0.779440\n",
            "1537/1785 , 0.778934\n",
            "1538/1785 , 0.779077\n",
            "1539/1785 , 0.779221\n",
            "1540/1785 , 0.779364\n",
            "1541/1785 , 0.779507\n",
            "1542/1785 , 0.779650\n",
            "1543/1785 , 0.779145\n",
            "1544/1785 , 0.779288\n",
            "1545/1785 , 0.779431\n",
            "1546/1785 , 0.779573\n",
            "1547/1785 , 0.779716\n",
            "1548/1785 , 0.779858\n",
            "1549/1785 , 0.780000\n",
            "1550/1785 , 0.780142\n",
            "1551/1785 , 0.780284\n",
            "1552/1785 , 0.780425\n",
            "1553/1785 , 0.780566\n",
            "1554/1785 , 0.780707\n",
            "1555/1785 , 0.780848\n",
            "1556/1785 , 0.780989\n",
            "1557/1785 , 0.780488\n",
            "1558/1785 , 0.780629\n",
            "1559/1785 , 0.780128\n",
            "1560/1785 , 0.780269\n",
            "1561/1785 , 0.780410\n",
            "1562/1785 , 0.780550\n",
            "1563/1785 , 0.780051\n",
            "1564/1785 , 0.780192\n",
            "1565/1785 , 0.780332\n",
            "1566/1785 , 0.780472\n",
            "1567/1785 , 0.780612\n",
            "1568/1785 , 0.780752\n",
            "1569/1785 , 0.780255\n",
            "1570/1785 , 0.780395\n",
            "1571/1785 , 0.780534\n",
            "1572/1785 , 0.780038\n",
            "1573/1785 , 0.780178\n",
            "1574/1785 , 0.780317\n",
            "1575/1785 , 0.780457\n",
            "1576/1785 , 0.780596\n",
            "1577/1785 , 0.780735\n",
            "1578/1785 , 0.780874\n",
            "1579/1785 , 0.780380\n",
            "1580/1785 , 0.779886\n",
            "1581/1785 , 0.780025\n",
            "1582/1785 , 0.780164\n",
            "1583/1785 , 0.779672\n",
            "1584/1785 , 0.779811\n",
            "1585/1785 , 0.779950\n",
            "1586/1785 , 0.780088\n",
            "1587/1785 , 0.779597\n",
            "1588/1785 , 0.779736\n",
            "1589/1785 , 0.779245\n",
            "1590/1785 , 0.778755\n",
            "1591/1785 , 0.778266\n",
            "1592/1785 , 0.778406\n",
            "1593/1785 , 0.778545\n",
            "1594/1785 , 0.778683\n",
            "1595/1785 , 0.778822\n",
            "1596/1785 , 0.778961\n",
            "1597/1785 , 0.779099\n",
            "1598/1785 , 0.779237\n",
            "1599/1785 , 0.779375\n",
            "1600/1785 , 0.779513\n",
            "1601/1785 , 0.779650\n",
            "1602/1785 , 0.779788\n",
            "1603/1785 , 0.779925\n",
            "1604/1785 , 0.780062\n",
            "1605/1785 , 0.779577\n",
            "1606/1785 , 0.779714\n",
            "1607/1785 , 0.779851\n",
            "1608/1785 , 0.779988\n",
            "1609/1785 , 0.780124\n",
            "1610/1785 , 0.780261\n",
            "1611/1785 , 0.780397\n",
            "1612/1785 , 0.780533\n",
            "1613/1785 , 0.780669\n",
            "1614/1785 , 0.780805\n",
            "1615/1785 , 0.780941\n",
            "1616/1785 , 0.781076\n",
            "1617/1785 , 0.781211\n",
            "1618/1785 , 0.781347\n",
            "1619/1785 , 0.781481\n",
            "1620/1785 , 0.781616\n",
            "1621/1785 , 0.781751\n",
            "1622/1785 , 0.781885\n",
            "1623/1785 , 0.781404\n",
            "1624/1785 , 0.780923\n",
            "1625/1785 , 0.781058\n",
            "1626/1785 , 0.781192\n",
            "1627/1785 , 0.781327\n",
            "1628/1785 , 0.781461\n",
            "1629/1785 , 0.780982\n",
            "1630/1785 , 0.781116\n",
            "1631/1785 , 0.781250\n",
            "1632/1785 , 0.781384\n",
            "1633/1785 , 0.781518\n",
            "1634/1785 , 0.781040\n",
            "1635/1785 , 0.781174\n",
            "1636/1785 , 0.781307\n",
            "1637/1785 , 0.781441\n",
            "1638/1785 , 0.780964\n",
            "1639/1785 , 0.781098\n",
            "1640/1785 , 0.780622\n",
            "1641/1785 , 0.780755\n",
            "1642/1785 , 0.780889\n",
            "1643/1785 , 0.781022\n",
            "1644/1785 , 0.781155\n",
            "1645/1785 , 0.781288\n",
            "1646/1785 , 0.781421\n",
            "1647/1785 , 0.781553\n",
            "1648/1785 , 0.781686\n",
            "1649/1785 , 0.781818\n",
            "1650/1785 , 0.781345\n",
            "1651/1785 , 0.781477\n",
            "1652/1785 , 0.781609\n",
            "1653/1785 , 0.781137\n",
            "1654/1785 , 0.781269\n",
            "1655/1785 , 0.780797\n",
            "1656/1785 , 0.780929\n",
            "1657/1785 , 0.781062\n",
            "1658/1785 , 0.781193\n",
            "1659/1785 , 0.781325\n",
            "1660/1785 , 0.781457\n",
            "1661/1785 , 0.781588\n",
            "1662/1785 , 0.781118\n",
            "1663/1785 , 0.781250\n",
            "1664/1785 , 0.781381\n",
            "1665/1785 , 0.781513\n",
            "1666/1785 , 0.781044\n",
            "1667/1785 , 0.781175\n",
            "1668/1785 , 0.781306\n",
            "1669/1785 , 0.781437\n",
            "1670/1785 , 0.781568\n",
            "1671/1785 , 0.781699\n",
            "1672/1785 , 0.781829\n",
            "1673/1785 , 0.781959\n",
            "1674/1785 , 0.781493\n",
            "1675/1785 , 0.781623\n",
            "1676/1785 , 0.781753\n",
            "1677/1785 , 0.781883\n",
            "1678/1785 , 0.781418\n",
            "1679/1785 , 0.781548\n",
            "1680/1785 , 0.781678\n",
            "1681/1785 , 0.781807\n",
            "1682/1785 , 0.781937\n",
            "1683/1785 , 0.782067\n",
            "1684/1785 , 0.782196\n",
            "1685/1785 , 0.782325\n",
            "1686/1785 , 0.782454\n",
            "1687/1785 , 0.782583\n",
            "1688/1785 , 0.782120\n",
            "1689/1785 , 0.782249\n",
            "1690/1785 , 0.782377\n",
            "1691/1785 , 0.782506\n",
            "1692/1785 , 0.782044\n",
            "1693/1785 , 0.782172\n",
            "1694/1785 , 0.781711\n",
            "1695/1785 , 0.781840\n",
            "1696/1785 , 0.781968\n",
            "1697/1785 , 0.782097\n",
            "1698/1785 , 0.782225\n",
            "1699/1785 , 0.782353\n",
            "1700/1785 , 0.782481\n",
            "1701/1785 , 0.782609\n",
            "1702/1785 , 0.782736\n",
            "1703/1785 , 0.782864\n",
            "1704/1785 , 0.782991\n",
            "1705/1785 , 0.783118\n",
            "1706/1785 , 0.783245\n",
            "1707/1785 , 0.783372\n",
            "1708/1785 , 0.783499\n",
            "1709/1785 , 0.783626\n",
            "1710/1785 , 0.783752\n",
            "1711/1785 , 0.783294\n",
            "1712/1785 , 0.783421\n",
            "1713/1785 , 0.783547\n",
            "1714/1785 , 0.783673\n",
            "1715/1785 , 0.783800\n",
            "1716/1785 , 0.783925\n",
            "1717/1785 , 0.784051\n",
            "1718/1785 , 0.784177\n",
            "1719/1785 , 0.784302\n",
            "1720/1785 , 0.783847\n",
            "1721/1785 , 0.783972\n",
            "1722/1785 , 0.784098\n",
            "1723/1785 , 0.784223\n",
            "1724/1785 , 0.784348\n",
            "1725/1785 , 0.784473\n",
            "1726/1785 , 0.784598\n",
            "1727/1785 , 0.784722\n",
            "1728/1785 , 0.784847\n",
            "1729/1785 , 0.784971\n",
            "1730/1785 , 0.785095\n",
            "1731/1785 , 0.785219\n",
            "1732/1785 , 0.785343\n",
            "1733/1785 , 0.785467\n",
            "1734/1785 , 0.785591\n",
            "1735/1785 , 0.785714\n",
            "1736/1785 , 0.785262\n",
            "1737/1785 , 0.785386\n",
            "1738/1785 , 0.784934\n",
            "1739/1785 , 0.785057\n",
            "1740/1785 , 0.784607\n",
            "1741/1785 , 0.784730\n",
            "1742/1785 , 0.784280\n",
            "1743/1785 , 0.784404\n",
            "1744/1785 , 0.783954\n",
            "1745/1785 , 0.784078\n",
            "1746/1785 , 0.783629\n",
            "1747/1785 , 0.783753\n",
            "1748/1785 , 0.783877\n",
            "1749/1785 , 0.784000\n",
            "1750/1785 , 0.784123\n",
            "1751/1785 , 0.784247\n",
            "1752/1785 , 0.784370\n",
            "1753/1785 , 0.784493\n",
            "1754/1785 , 0.784046\n",
            "1755/1785 , 0.784169\n",
            "1756/1785 , 0.784291\n",
            "1757/1785 , 0.784414\n",
            "1758/1785 , 0.784537\n",
            "1759/1785 , 0.784659\n",
            "1760/1785 , 0.784781\n",
            "1761/1785 , 0.784904\n",
            "1762/1785 , 0.785026\n",
            "1763/1785 , 0.785147\n",
            "1764/1785 , 0.784703\n",
            "1765/1785 , 0.784824\n",
            "1766/1785 , 0.784946\n",
            "1767/1785 , 0.785068\n",
            "1768/1785 , 0.785189\n",
            "1769/1785 , 0.784746\n",
            "1770/1785 , 0.784867\n",
            "1771/1785 , 0.784989\n",
            "1772/1785 , 0.785110\n",
            "1773/1785 , 0.784667\n",
            "1774/1785 , 0.784789\n",
            "1775/1785 , 0.784910\n",
            "1776/1785 , 0.785031\n",
            "1777/1785 , 0.785152\n",
            "1778/1785 , 0.785273\n",
            "1779/1785 , 0.785393\n",
            "1780/1785 , 0.785514\n",
            "1781/1785 , 0.785634\n",
            "1782/1785 , 0.785754\n",
            "1783/1785 , 0.785874\n",
            "1784/1785 , 0.785994\n",
            "0.7859943977591036\n"
          ],
          "name": "stdout"
        }
      ]
    }
  ]
}