Final.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Final.ipynb",
      "version": "0.3.2",
      "provenance": [],
      "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/4en1x/diploma/blob/master/Final.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "metadata": {
        "id": "7-v-2Hn_7sdk",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 4423
        },
        "outputId": "b5bef10f-1338-4020-a0ba-5b345c975d2e"
      },
      "cell_type": "code",
      "source": [
        "!apt update -qq;\n",
        "!wget https://developer.nvidia.com/compute/cuda/8.0/Prod2/local_installers/cuda-repo-ubuntu1604-8-0-local-ga2_8.0.61-1_amd64-deb;\n",
        "!dpkg -i cuda-repo-ubuntu1604-8-0-local-ga2_8.0.61-1_amd64-deb;\n",
        "!apt-key add /var/cuda-repo-8-0-local-ga2/7fa2af80.pub;\n",
        "!apt-get update -qq;\n",
        "!apt-get install gcc-4.8 g++-4.8 -y -qq;\n",
        "!ln -s /usr/bin/gcc-4.8 /usr/local/cuda/bin/gcc;\n",
        "!ln -s /usr/bin/g++-4.8 /usr/local/cuda/bin/g++;\n",
        "!apt install cuda-8.0;\n",
        "!update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-4.8 60 --slave /usr/bin/g++ g++ /usr/bin/g++-4.8\n"
      ],
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "127 packages can be upgraded. Run 'apt list --upgradable' to see them.\n",
            "--2019-03-27 06:57:20--  https://developer.nvidia.com/compute/cuda/8.0/Prod2/local_installers/cuda-repo-ubuntu1604-8-0-local-ga2_8.0.61-1_amd64-deb\n",
            "Resolving developer.nvidia.com (developer.nvidia.com)... 192.229.162.216\n",
            "Connecting to developer.nvidia.com (developer.nvidia.com)|192.229.162.216|:443... connected.\n",
            "HTTP request sent, awaiting response... 302 Found\n",
            "Location: https://developer.download.nvidia.com/compute/cuda/8.0/secure/Prod2/local_installers/cuda-repo-ubuntu1604-8-0-local-ga2_8.0.61-1_amd64.deb?DhGaN760plgcNKFHUym1uOkAu7Ak7RD04QJNuBYsqd78O1MarQAZC-hlmRjoFRaTbAzXhs0RgJJxunjb_6vunpmeIVSwdoMRPL2l3Gqc-M-LA79Tn0S9tdQ5ZKZdm34tTYDe8T5MojEZxw70GSRyMVZ_LEyF7567CUffUITXwovAEJI_QMUl59S1Mw9QKfZLpD1OVR9b_Rw7jAkdxzNhhojp-g [following]\n",
            "--2019-03-27 06:57:21--  https://developer.download.nvidia.com/compute/cuda/8.0/secure/Prod2/local_installers/cuda-repo-ubuntu1604-8-0-local-ga2_8.0.61-1_amd64.deb?DhGaN760plgcNKFHUym1uOkAu7Ak7RD04QJNuBYsqd78O1MarQAZC-hlmRjoFRaTbAzXhs0RgJJxunjb_6vunpmeIVSwdoMRPL2l3Gqc-M-LA79Tn0S9tdQ5ZKZdm34tTYDe8T5MojEZxw70GSRyMVZ_LEyF7567CUffUITXwovAEJI_QMUl59S1Mw9QKfZLpD1OVR9b_Rw7jAkdxzNhhojp-g\n",
            "Resolving developer.download.nvidia.com (developer.download.nvidia.com)... 192.229.211.70, 2606:2800:21f:3aa:dcf:37b:1ed6:1fb\n",
            "Connecting to developer.download.nvidia.com (developer.download.nvidia.com)|192.229.211.70|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 1913589814 (1.8G) [application/x-deb]\n",
            "Saving to: ‘cuda-repo-ubuntu1604-8-0-local-ga2_8.0.61-1_amd64-deb’\n",
            "\n",
            "cuda-repo-ubuntu160 100%[===================>]   1.78G   124MB/s    in 14s     \n",
            "\n",
            "2019-03-27 06:57:36 (128 MB/s) - ‘cuda-repo-ubuntu1604-8-0-local-ga2_8.0.61-1_amd64-deb’ saved [1913589814/1913589814]\n",
            "\n",
            "Selecting previously unselected package cuda-repo-ubuntu1604-8-0-local-ga2.\n",
            "(Reading database ... 131323 files and directories currently installed.)\n",
            "Preparing to unpack cuda-repo-ubuntu1604-8-0-local-ga2_8.0.61-1_amd64-deb ...\n",
            "Unpacking cuda-repo-ubuntu1604-8-0-local-ga2 (8.0.61-1) ...\n",
            "Setting up cuda-repo-ubuntu1604-8-0-local-ga2 (8.0.61-1) ...\n",
            "Warning: The postinst maintainerscript of the package cuda-repo-ubuntu1604-8-0-local-ga2\n",
            "Warning: seems to use apt-key (provided by apt) without depending on gnupg or gnupg2.\n",
            "Warning: This will BREAK in the future and should be fixed by the package maintainer(s).\n",
            "Note: Check first if apt-key functionality is needed at all - it probably isn't!\n",
            "Warning: apt-key should not be used in scripts (called from postinst maintainerscript of the package cuda-repo-ubuntu1604-8-0-local-ga2)\n",
            "OK\n",
            "OK\n",
            "Selecting previously unselected package gcc-4.8-base:amd64.\n",
            "(Reading database ... 131417 files and directories currently installed.)\n",
            "Preparing to unpack .../0-gcc-4.8-base_4.8.5-4ubuntu8_amd64.deb ...\n",
            "Unpacking gcc-4.8-base:amd64 (4.8.5-4ubuntu8) ...\n",
            "Selecting previously unselected package cpp-4.8.\n",
            "Preparing to unpack .../1-cpp-4.8_4.8.5-4ubuntu8_amd64.deb ...\n",
            "Unpacking cpp-4.8 (4.8.5-4ubuntu8) ...\n",
            "Selecting previously unselected package libasan0:amd64.\n",
            "Preparing to unpack .../2-libasan0_4.8.5-4ubuntu8_amd64.deb ...\n",
            "Unpacking libasan0:amd64 (4.8.5-4ubuntu8) ...\n",
            "Selecting previously unselected package libgcc-4.8-dev:amd64.\n",
            "Preparing to unpack .../3-libgcc-4.8-dev_4.8.5-4ubuntu8_amd64.deb ...\n",
            "Unpacking libgcc-4.8-dev:amd64 (4.8.5-4ubuntu8) ...\n",
            "Selecting previously unselected package gcc-4.8.\n",
            "Preparing to unpack .../4-gcc-4.8_4.8.5-4ubuntu8_amd64.deb ...\n",
            "Unpacking gcc-4.8 (4.8.5-4ubuntu8) ...\n",
            "Selecting previously unselected package libstdc++-4.8-dev:amd64.\n",
            "Preparing to unpack .../5-libstdc++-4.8-dev_4.8.5-4ubuntu8_amd64.deb ...\n",
            "Unpacking libstdc++-4.8-dev:amd64 (4.8.5-4ubuntu8) ...\n",
            "Selecting previously unselected package g++-4.8.\n",
            "Preparing to unpack .../6-g++-4.8_4.8.5-4ubuntu8_amd64.deb ...\n",
            "Unpacking g++-4.8 (4.8.5-4ubuntu8) ...\n",
            "Setting up gcc-4.8-base:amd64 (4.8.5-4ubuntu8) ...\n",
            "Processing triggers for libc-bin (2.27-3ubuntu1) ...\n",
            "Setting up cpp-4.8 (4.8.5-4ubuntu8) ...\n",
            "Processing triggers for man-db (2.8.3-2ubuntu0.1) ...\n",
            "Setting up libasan0:amd64 (4.8.5-4ubuntu8) ...\n",
            "Setting up libgcc-4.8-dev:amd64 (4.8.5-4ubuntu8) ...\n",
            "Setting up gcc-4.8 (4.8.5-4ubuntu8) ...\n",
            "Setting up libstdc++-4.8-dev:amd64 (4.8.5-4ubuntu8) ...\n",
            "Setting up g++-4.8 (4.8.5-4ubuntu8) ...\n",
            "Processing triggers for libc-bin (2.27-3ubuntu1) ...\n",
            "Reading package lists... Done\n",
            "Building dependency tree       \n",
            "Reading state information... Done\n",
            "Note, selecting 'cuda-8-0' for regex 'cuda-8.0'\n",
            "Note, selecting 'libcuda-8.0-1' for regex 'cuda-8.0'\n",
            "The following package was automatically installed and is no longer required:\n",
            "  libnvidia-common-410\n",
            "Use 'apt autoremove' to remove it.\n",
            "The following additional packages will be installed:\n",
            "  cuda-command-line-tools-8-0 cuda-core-8-0 cuda-cublas-8-0\n",
            "  cuda-cublas-dev-8-0 cuda-cudart-8-0 cuda-cudart-dev-8-0 cuda-cufft-8-0\n",
            "  cuda-cufft-dev-8-0 cuda-curand-8-0 cuda-curand-dev-8-0 cuda-cusolver-8-0\n",
            "  cuda-cusolver-dev-8-0 cuda-cusparse-8-0 cuda-cusparse-dev-8-0\n",
            "  cuda-demo-suite-8-0 cuda-documentation-8-0 cuda-driver-dev-8-0\n",
            "  cuda-license-8-0 cuda-misc-headers-8-0 cuda-npp-8-0 cuda-npp-dev-8-0\n",
            "  cuda-nvgraph-8-0 cuda-nvgraph-dev-8-0 cuda-nvml-dev-8-0 cuda-nvrtc-8-0\n",
            "  cuda-nvrtc-dev-8-0 cuda-runtime-8-0 cuda-samples-8-0 cuda-toolkit-8-0\n",
            "  cuda-visual-tools-8-0\n",
            "The following NEW packages will be installed:\n",
            "  cuda-8-0 cuda-command-line-tools-8-0 cuda-core-8-0 cuda-cublas-8-0\n",
            "  cuda-cublas-dev-8-0 cuda-cudart-8-0 cuda-cudart-dev-8-0 cuda-cufft-8-0\n",
            "  cuda-cufft-dev-8-0 cuda-curand-8-0 cuda-curand-dev-8-0 cuda-cusolver-8-0\n",
            "  cuda-cusolver-dev-8-0 cuda-cusparse-8-0 cuda-cusparse-dev-8-0\n",
            "  cuda-demo-suite-8-0 cuda-documentation-8-0 cuda-driver-dev-8-0\n",
            "  cuda-license-8-0 cuda-misc-headers-8-0 cuda-npp-8-0 cuda-npp-dev-8-0\n",
            "  cuda-nvgraph-8-0 cuda-nvgraph-dev-8-0 cuda-nvml-dev-8-0 cuda-nvrtc-8-0\n",
            "  cuda-nvrtc-dev-8-0 cuda-runtime-8-0 cuda-samples-8-0 cuda-toolkit-8-0\n",
            "  cuda-visual-tools-8-0\n",
            "0 upgraded, 31 newly installed, 0 to remove and 127 not upgraded.\n",
            "Need to get 0 B/1,312 MB of archives.\n",
            "After this operation, 2,079 MB of additional disk space will be used.\n",
            "Get:1 file:/var/cuda-repo-8-0-local-ga2  cuda-license-8-0 8.0.61-1 [27.6 kB]\n",
            "Get:2 file:/var/cuda-repo-8-0-local-ga2  cuda-misc-headers-8-0 8.0.61-1 [1,077 kB]\n",
            "Get:3 file:/var/cuda-repo-8-0-local-ga2  cuda-core-8-0 8.0.61-1 [20.0 MB]\n",
            "Get:4 file:/var/cuda-repo-8-0-local-ga2  cuda-cudart-8-0 8.0.61-1 [135 kB]\n",
            "Get:5 file:/var/cuda-repo-8-0-local-ga2  cuda-driver-dev-8-0 8.0.61-1 [14.1 kB]\n",
            "Get:6 file:/var/cuda-repo-8-0-local-ga2  cuda-cudart-dev-8-0 8.0.61-1 [1,071 kB]\n",
            "Get:7 file:/var/cuda-repo-8-0-local-ga2  cuda-command-line-tools-8-0 8.0.61-1 [26.1 MB]\n",
            "Get:8 file:/var/cuda-repo-8-0-local-ga2  cuda-nvrtc-8-0 8.0.61-1 [9,585 kB]\n",
            "Get:9 file:/var/cuda-repo-8-0-local-ga2  cuda-nvrtc-dev-8-0 8.0.61-1 [10.8 kB]\n",
            "Get:10 file:/var/cuda-repo-8-0-local-ga2  cuda-cusolver-8-0 8.0.61-1 [29.3 MB]\n",
            "Get:11 file:/var/cuda-repo-8-0-local-ga2  cuda-cusolver-dev-8-0 8.0.61-1 [6,816 kB]\n",
            "Get:12 file:/var/cuda-repo-8-0-local-ga2  cuda-cublas-8-0 8.0.61-1 [27.2 MB]\n",
            "Get:13 file:/var/cuda-repo-8-0-local-ga2  cuda-cublas-dev-8-0 8.0.61-1 [57.4 MB]\n",
            "Get:14 file:/var/cuda-repo-8-0-local-ga2  cuda-cufft-8-0 8.0.61-1 [117 MB]\n",
            "Get:15 file:/var/cuda-repo-8-0-local-ga2  cuda-cufft-dev-8-0 8.0.61-1 [94.8 MB]\n",
            "Get:16 file:/var/cuda-repo-8-0-local-ga2  cuda-curand-8-0 8.0.61-1 [43.7 MB]\n",
            "Get:17 file:/var/cuda-repo-8-0-local-ga2  cuda-curand-dev-8-0 8.0.61-1 [67.7 MB]\n",
            "Get:18 file:/var/cuda-repo-8-0-local-ga2  cuda-cusparse-8-0 8.0.61-1 [28.8 MB]\n",
            "Get:19 file:/var/cuda-repo-8-0-local-ga2  cuda-cusparse-dev-8-0 8.0.61-1 [29.6 MB]\n",
            "Get:20 file:/var/cuda-repo-8-0-local-ga2  cuda-npp-8-0 8.0.61-1 [157 MB]\n",
            "Get:21 file:/var/cuda-repo-8-0-local-ga2  cuda-npp-dev-8-0 8.0.61-1 [82.3 MB]\n",
            "Get:22 file:/var/cuda-repo-8-0-local-ga2  cuda-samples-8-0 8.0.61-1 [101 MB]\n",
            "Get:23 file:/var/cuda-repo-8-0-local-ga2  cuda-documentation-8-0 8.0.61-1 [113 MB]\n",
            "Get:24 file:/var/cuda-repo-8-0-local-ga2  cuda-nvml-dev-8-0 8.0.61-1 [48.4 kB]\n",
            "Get:25 file:/var/cuda-repo-8-0-local-ga2  cuda-nvgraph-8-0 8.0.61-1 [2,948 kB]\n",
            "Get:26 file:/var/cuda-repo-8-0-local-ga2  cuda-nvgraph-dev-8-0 8.0.61-1 [3,028 kB]\n",
            "Get:27 file:/var/cuda-repo-8-0-local-ga2  cuda-visual-tools-8-0 8.0.61-1 [286 MB]\n",
            "Get:28 file:/var/cuda-repo-8-0-local-ga2  cuda-toolkit-8-0 8.0.61-1 [2,892 B]\n",
            "Get:29 file:/var/cuda-repo-8-0-local-ga2  cuda-runtime-8-0 8.0.61-1 [2,574 B]\n",
            "Get:30 file:/var/cuda-repo-8-0-local-ga2  cuda-demo-suite-8-0 8.0.61-1 [4,988 kB]\n",
            "Get:31 file:/var/cuda-repo-8-0-local-ga2  cuda-8-0 8.0.61-1 [2,556 B]\n",
            "Extracting templates from packages: 100%\n",
            "Selecting previously unselected package cuda-license-8-0.\n",
            "(Reading database ... 132318 files and directories currently installed.)\n",
            "Preparing to unpack .../00-cuda-license-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-license-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-misc-headers-8-0.\n",
            "Preparing to unpack .../01-cuda-misc-headers-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-misc-headers-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-core-8-0.\n",
            "Preparing to unpack .../02-cuda-core-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-core-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-cudart-8-0.\n",
            "Preparing to unpack .../03-cuda-cudart-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-cudart-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-driver-dev-8-0.\n",
            "Preparing to unpack .../04-cuda-driver-dev-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-driver-dev-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-cudart-dev-8-0.\n",
            "Preparing to unpack .../05-cuda-cudart-dev-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-cudart-dev-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-command-line-tools-8-0.\n",
            "Preparing to unpack .../06-cuda-command-line-tools-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-command-line-tools-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-nvrtc-8-0.\n",
            "Preparing to unpack .../07-cuda-nvrtc-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-nvrtc-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-nvrtc-dev-8-0.\n",
            "Preparing to unpack .../08-cuda-nvrtc-dev-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-nvrtc-dev-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-cusolver-8-0.\n",
            "Preparing to unpack .../09-cuda-cusolver-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-cusolver-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-cusolver-dev-8-0.\n",
            "Preparing to unpack .../10-cuda-cusolver-dev-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-cusolver-dev-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-cublas-8-0.\n",
            "Preparing to unpack .../11-cuda-cublas-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-cublas-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-cublas-dev-8-0.\n",
            "Preparing to unpack .../12-cuda-cublas-dev-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-cublas-dev-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-cufft-8-0.\n",
            "Preparing to unpack .../13-cuda-cufft-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-cufft-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-cufft-dev-8-0.\n",
            "Preparing to unpack .../14-cuda-cufft-dev-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-cufft-dev-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-curand-8-0.\n",
            "Preparing to unpack .../15-cuda-curand-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-curand-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-curand-dev-8-0.\n",
            "Preparing to unpack .../16-cuda-curand-dev-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-curand-dev-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-cusparse-8-0.\n",
            "Preparing to unpack .../17-cuda-cusparse-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-cusparse-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-cusparse-dev-8-0.\n",
            "Preparing to unpack .../18-cuda-cusparse-dev-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-cusparse-dev-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-npp-8-0.\n",
            "Preparing to unpack .../19-cuda-npp-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-npp-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-npp-dev-8-0.\n",
            "Preparing to unpack .../20-cuda-npp-dev-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-npp-dev-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-samples-8-0.\n",
            "Preparing to unpack .../21-cuda-samples-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-samples-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-documentation-8-0.\n",
            "Preparing to unpack .../22-cuda-documentation-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-documentation-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-nvml-dev-8-0.\n",
            "Preparing to unpack .../23-cuda-nvml-dev-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-nvml-dev-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-nvgraph-8-0.\n",
            "Preparing to unpack .../24-cuda-nvgraph-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-nvgraph-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-nvgraph-dev-8-0.\n",
            "Preparing to unpack .../25-cuda-nvgraph-dev-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-nvgraph-dev-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-visual-tools-8-0.\n",
            "Preparing to unpack .../26-cuda-visual-tools-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-visual-tools-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-toolkit-8-0.\n",
            "Preparing to unpack .../27-cuda-toolkit-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-toolkit-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-runtime-8-0.\n",
            "Preparing to unpack .../28-cuda-runtime-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-runtime-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-demo-suite-8-0.\n",
            "Preparing to unpack .../29-cuda-demo-suite-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-demo-suite-8-0 (8.0.61-1) ...\n",
            "Selecting previously unselected package cuda-8-0.\n",
            "Preparing to unpack .../30-cuda-8-0_8.0.61-1_amd64.deb ...\n",
            "Unpacking cuda-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-license-8-0 (8.0.61-1) ...\n",
            "*** LICENSE AGREEMENT ***\n",
            "By using this software you agree to fully comply with the terms and \n",
            "conditions of the EULA (End User License Agreement). The EULA is located\n",
            "at /usr/local/cuda-8.0/doc/EULA.txt. The EULA can also be found at\n",
            "http://docs.nvidia.com/cuda/eula/index.html. If you do not agree to the\n",
            "terms and conditions of the EULA, do not use the software.\n",
            "\n",
            "Setting up cuda-nvgraph-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-cufft-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-npp-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-nvgraph-dev-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-cudart-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-driver-dev-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-cusolver-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-nvml-dev-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-cufft-dev-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-misc-headers-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-cusparse-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-nvrtc-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-nvrtc-dev-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-curand-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-cublas-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-cusolver-dev-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-core-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-curand-dev-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-npp-dev-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-cudart-dev-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-cublas-dev-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-runtime-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-cusparse-dev-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-command-line-tools-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-demo-suite-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-samples-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-visual-tools-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-documentation-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-toolkit-8-0 (8.0.61-1) ...\n",
            "Setting up cuda-8-0 (8.0.61-1) ...\n",
            "Processing triggers for libc-bin (2.27-3ubuntu1) ...\n",
            "update-alternatives: using /usr/bin/gcc-4.8 to provide /usr/bin/gcc (gcc) in auto mode\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "n9x5LeSkowW0",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 187
        },
        "outputId": "32175f3f-a852-4843-9161-01e931161071"
      },
      "cell_type": "code",
      "source": [
        "!pip install git+git://github.com/andreinechaev/nvcc4jupyter.git\n",
        "%load_ext nvcc_plugin\n",
        "!cd /usr/src\n",
        "!ln -sfn linux-headers-2.6.35-28-generic linux"
      ],
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Collecting git+git://github.com/andreinechaev/nvcc4jupyter.git\n",
            "  Cloning git://github.com/andreinechaev/nvcc4jupyter.git to /tmp/pip-req-build-zxtta07e\n",
            "Building wheels for collected packages: NVCCPlugin\n",
            "  Building wheel for NVCCPlugin (setup.py) ... \u001b[?25ldone\n",
            "\u001b[?25h  Stored in directory: /tmp/pip-ephem-wheel-cache-sbw6avyj/wheels/10/c2/05/ca241da37bff77d60d31a9174f988109c61ba989e4d4650516\n",
            "Successfully built NVCCPlugin\n",
            "Installing collected packages: NVCCPlugin\n",
            "Successfully installed NVCCPlugin-0.0.2\n",
            "created output directory at /content/src\n",
            "Out bin /content/result.out\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "JGnQqiFHo0uR",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 54
        },
        "outputId": "305b3023-7b48-4750-b6f9-a8a4cc20306c"
      },
      "cell_type": "code",
      "source": [
        "%%cu\n",
        "#include <cuda_runtime.h>\n",
        "#include \"device_launch_parameters.h\"\n",
        "#include <stdlib.h>\n",
        "#include <stdio.h>\n",
        "#include <float.h>\n",
        "#include \"linux/kernel.h\"\n",
        "#include <iostream>\n",
        "#include <ctime>\n",
        "#include <iomanip>\n",
        "#include <fstream>\n",
        "#include <math.h>\n",
        "#include <cmath>\n",
        "\n",
        "using namespace std;\n",
        "\n",
        "#define ITERATIONS 10000000\n",
        "#define N 512\n",
        "\n",
        "#define e 2.7182818\n",
        "\n",
        "#define blockZSize 1\n",
        "\n",
        "#define blockXSize 64\n",
        "#define blockYSize 64\n",
        "\n",
        "#define tileXSize 4\n",
        "#define tileYSize 4\n",
        "\n",
        "#define extN (N + 2)\n",
        "#define Dx 1\n",
        "#define h ((float) Dx / (N + 1))\n",
        "#define h2 powf(h, 2.0)\n",
        "\n",
        "__device__\n",
        "float f(int i, int j) {\n",
        "\treturn 2 * powf(e, i * h + j * h);\n",
        "}\n",
        "\n",
        "float u_t(float x) {\n",
        "\treturn powf(e, x);\n",
        "}\n",
        "\n",
        "float u_l(float x) {\n",
        "\treturn powf(e, x);\n",
        "}\n",
        "\n",
        "float u_r(float x) {\n",
        "\treturn powf(e, x + 1);\n",
        "}\n",
        "\n",
        "float u_d(float x) {\n",
        "\treturn powf(e, x + 1);\n",
        "}\n",
        "\n",
        "\n",
        "__device__\n",
        "void tile(float* matrix, int iGl, int jGl, bool isBlack) {\n",
        "\tint iBegin = iGl * blockXSize + threadIdx.x * tileXSize + 1;\n",
        "\tint jBegin = jGl * blockYSize + threadIdx.y * tileYSize + 1;\n",
        "\n",
        "  int N1 = tileXSize + blockZSize * 2;\n",
        "  int N2 = tileYSize + blockZSize * 2;\n",
        "  \n",
        "\tfloat helper[6 * 6];\n",
        "\n",
        "  for(int i = 0; i < N1; i++) {\n",
        "\t\tfor(int j = 0; j < N2; j++) {\n",
        "      int dAI = iBegin - blockZSize + i;\n",
        "      int dAJ = jBegin - blockZSize + j;\n",
        "      if(dAI < 0 || dAI >= extN || dAJ < 0 || dAJ >= extN) {\n",
        "          helper[i * N1 + j] = FLT_MAX;\n",
        "      }\n",
        "      else {\n",
        "          helper[i * N1 + j] = matrix[extN * dAI + dAJ];\n",
        "      }\n",
        "\t\t}\n",
        "\t}\n",
        "  \n",
        "  int iSplit = iBegin - blockZSize;\n",
        "  int jSplit = jBegin - blockZSize;\n",
        "    \n",
        "  for(int k = 1; k < blockZSize; k++) {\n",
        "\t\tfor (int i = k; i < N1 - k; i++) {\n",
        "\t\t  for (int j = k; j < N2 - k; j += 1) {\n",
        "        int b = N1 * i + j;\n",
        "        if(helper[b + N1] != FLT_MAX && helper[b - N1] != FLT_MAX && helper[b + 1] != FLT_MAX && helper[b - 1] != FLT_MAX) {\n",
        "            helper[b] = 0.25 * (\n",
        "                helper[b + N1]\n",
        "              + helper[b - N1]\n",
        "              + helper[b + 1]\n",
        "              + helper[b - 1] \n",
        "              - h2 * f(iSplit + i, jSplit + j)\n",
        "            );\n",
        "        }\n",
        "\t\t  }\n",
        "\t  }\n",
        "\t}\n",
        "\n",
        "  //printf(\"iGl : %d, %d, %d, %d, %d, %d, %d \\n\", iGl, jGl, threadIdx.x, threadIdx.y, isBlack, iBegin, jBegin);\n",
        "    \n",
        "  for (int i = iBegin; i < iBegin + tileXSize; i++) {\n",
        "\t\tfor (int j = jBegin; j < jBegin + tileYSize; j += 1) {\n",
        "      int helperIndex = N1 * (i - iBegin + blockZSize) + j - jBegin + blockZSize;\n",
        "\t\t\tmatrix[extN * i + j] = 0.25 * (\n",
        "          helper[helperIndex + N1]\n",
        "        + helper[helperIndex - N1]\n",
        "        + helper[helperIndex + 1]\n",
        "\t\t\t\t+ helper[helperIndex - 1] \n",
        "        - h2 * f(i - blockZSize + 1, j - blockZSize + 1)\n",
        "      );\n",
        "      helper[helperIndex] =\tmatrix[extN * i + j];\n",
        "\t\t}\n",
        "\t}\n",
        "    \n",
        "}\n",
        "\n",
        "__global__\n",
        "void calculateBlack(float* matrix) {\n",
        "\ttile(matrix, blockIdx.x, blockIdx.y, true);\n",
        "}\n",
        "\n",
        "__global__\n",
        "void calculateRed(float* matrix) {\n",
        "\ttile(matrix, blockIdx.x, blockIdx.y, false);\n",
        "}\n",
        "\n",
        "float func(int i, int j) {\n",
        "\treturn powf(e, i * h + j * h);\n",
        "}\n",
        "\n",
        "float* createMatrix(int row, int col) {\n",
        "\tfloat* matrix = new float[row * col];\n",
        "\n",
        "\tfor(int i = 0; i < row; i++) {\n",
        "\t\tfor(int j = 0; j < col; j++) {\n",
        "\t\t\tmatrix[i * row + j] = 0;\n",
        "\t\t}\n",
        "\t}\n",
        "\n",
        "  for(int i = 0; i < row; i++) {\n",
        "      matrix[0 * row + i] = u_t((i) * h);\n",
        "      matrix[(row - 1) * row + i] = u_d((i) * h);\n",
        "  }\n",
        "\n",
        "  for(int j = 0; j < col; j++) {\n",
        "      matrix[j * col + 0] = u_l((j) * h);\n",
        "      matrix[j * col + row - 1] = u_r((j) * h);\n",
        "\t}\n",
        "    \n",
        "\treturn matrix;\n",
        "}\n",
        "\n",
        "float calculateDifference(float* matrix1) {\n",
        "\tfloat tolerance = 0.0f;\n",
        "  int tolerancei = 0;\n",
        "  int tolerancej = 0;\n",
        "  for (int i = 1; i < extN - 1; i++) {\n",
        "\t\tfor (int j = 1; j < extN - 1; j++) {\n",
        "      float fCurrent = func(i, j);\n",
        "      if(abs(matrix1[i * extN + j] - fCurrent) > tolerance) {\n",
        "          tolerance = abs(matrix1[i * extN + j] - fCurrent);\n",
        "          tolerancei = i;\n",
        "          tolerancej = j;\n",
        "      } \n",
        "\t\t}\n",
        "\t}\n",
        "  cout << \" i: \" << tolerancei << \"j: \" << tolerancej;\n",
        "\treturn tolerance;\n",
        "}\n",
        "\n",
        "int main() {\n",
        "    ofstream myfile;\n",
        "  myfile.open(\"example.txt\");\n",
        "\tfloat* matrixHost = createMatrix(extN, extN);\n",
        "\tfloat* matrixDevice;\n",
        "\n",
        "\tint matrixSize = sizeof(float) * extN * extN;\n",
        "\n",
        "\tcudaMalloc((void**)&matrixDevice, matrixSize);\n",
        "\tcudaMemcpy(matrixDevice, matrixHost, matrixSize, cudaMemcpyHostToDevice);\n",
        "\n",
        "\tlong startTime = clock();\n",
        "\tdim3 blocks(N / blockXSize, N / blockYSize);\n",
        "\tdim3 threads(blockXSize / tileXSize, blockYSize / tileYSize);\n",
        "\n",
        "\tfor (size_t i = 0; i < ITERATIONS; i++) {\n",
        "\t\tcalculateBlack <<< blocks, threads >>>(matrixDevice);\n",
        "\t\tcudaDeviceSynchronize();\n",
        "\t\tcalculateRed <<< blocks, threads >>>(matrixDevice);\n",
        "\t\tcudaPeekAtLastError();\n",
        "\t\tcudaDeviceSynchronize();\n",
        "\n",
        "    if(i%100 == 0) {\n",
        "        cudaMemcpy(matrixHost, matrixDevice, matrixSize, cudaMemcpyDeviceToHost);\n",
        "        float diff = calculateDifference(matrixHost);\n",
        "        cout << \" Difference: \" << diff << \"iter: \" << i;\n",
        "        if(diff < 0.1) break;\n",
        "\n",
        "    }  \n",
        "\t}\n",
        "\n",
        "\tstd::cout << \"Calculation take time: \" << clock() - startTime << std::endl;\n",
        "  cout << \" Difference: \" << calculateDifference(matrixHost);\n",
        "\tcudaError_t cudaResult = cudaMemcpy(matrixHost, matrixDevice, matrixSize, cudaMemcpyDeviceToHost);\n",
        "\n",
        "\tif (cudaResult != cudaSuccess) {\n",
        "\t\tstd::cout << \"Cuda error: \" << cudaResult << std::endl;\n",
        "\t}\n",
        "\n",
        "    myfile.close();\n",
        "\treturn 0;\n",
        "}"
      ],
      "execution_count": 132,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "' i: 510j: 510 Difference: 7.30318iter: 0 i: 480j: 480 Difference: 6.39734iter: 100 i: 468j: 468 Difference: 6.06692iter: 200 i: 460j: 460 Difference: 5.83344iter: 300 i: 453j: 453 Difference: 5.64914iter: 400 i: 446j: 446 Difference: 5.49367iter: 500 i: 441j: 441 Difference: 5.36035iter: 600 i: 437j: 437 Difference: 5.24131iter: 700 i: 432j: 432 Difference: 5.13438iter: 800 i: 428j: 428 Difference: 5.03706iter: 900 i: 424j: 424 Difference: 4.94762iter: 1000 i: 421j: 421 Difference: 4.86483iter: 1100 i: 417j: 417 Difference: 4.78775iter: 1200 i: 413j: 413 Difference: 4.7151iter: 1300 i: 411j: 411 Difference: 4.64679iter: 1400 i: 408j: 408 Difference: 4.5825iter: 1500 i: 405j: 405 Difference: 4.52171iter: 1600 i: 402j: 402 Difference: 4.46346iter: 1700 i: 400j: 400 Difference: 4.40804iter: 1800 i: 397j: 397 Difference: 4.35545iter: 1900 i: 394j: 394 Difference: 4.30456iter: 2000 i: 392j: 392 Difference: 4.25606iter: 2100 i: 389j: 389 Difference: 4.20936iter: 2200 i: 388j: 388 Difference: 4.16435iter: 2300 i: 385j: 385 Difference: 4.12121iter: 2400 i: 383j: 383 Difference: 4.07924iter: 2500 i: 381j: 381 Difference: 4.03902iter: 2600 i: 379j: 379 Difference: 3.99977iter: 2700 i: 377j: 377 Difference: 3.96212iter: 2800 i: 375j: 375 Difference: 3.92524iter: 2900 i: 373j: 373 Difference: 3.88981iter: 3000 i: 371j: 371 Difference: 3.85504iter: 3100 i: 369j: 369 Difference: 3.82156iter: 3200 i: 368j: 368 Difference: 3.78877iter: 3300 i: 366j: 366 Difference: 3.75695iter: 3400 i: 365j: 365 Difference: 3.72594iter: 3500 i: 362j: 362 Difference: 3.69566iter: 3600 i: 361j: 361 Difference: 3.66633iter: 3700 i: 359j: 359 Difference: 3.6374iter: 3800 i: 357j: 357 Difference: 3.60937iter: 3900 i: 356j: 356 Difference: 3.58187iter: 4000 i: 354j: 354 Difference: 3.55499iter: 4100 i: 353j: 353 Difference: 3.52886iter: 4200 i: 352j: 352 Difference: 3.50301iter: 4300 i: 350j: 350 Difference: 3.47791iter: 4400 i: 349j: 349 Difference: 3.45331iter: 4500 i: 347j: 347 Difference: 3.42908iter: 4600 i: 345j: 345 Difference: 3.40546iter: 4700 i: 344j: 344 Difference: 3.38219iter: 4800 i: 343j: 343 Difference: 3.35936iter: 4900 i: 341j: 341 Difference: 3.33707iter: 5000 i: 340j: 340 Difference: 3.31502iter: 5100 i: 339j: 339 Difference: 3.29338iter: 5200 i: 337j: 337 Difference: 3.27223iter: 5300 i: 336j: 336 Difference: 3.25128iter: 5400 i: 335j: 335 Difference: 3.2307iter: 5500 i: 333j: 333 Difference: 3.2105iter: 5600 i: 333j: 333 Difference: 3.19059iter: 5700 i: 331j: 331 Difference: 3.17088iter: 5800 i: 330j: 330 Difference: 3.15156iter: 5900 i: 329j: 329 Difference: 3.13254iter: 6000 i: 328j: 328 Difference: 3.11364iter: 6100 i: 327j: 326 Difference: 3.09502iter: 6200 i: 325j: 325 Difference: 3.07674iter: 6300 i: 325j: 325 Difference: 3.0586iter: 6400 i: 323j: 323 Difference: 3.04063iter: 6500 i: 322j: 322 Difference: 3.02294iter: 6600 i: 321j: 321 Difference: 3.00549iter: 6700 i: 321j: 320 Difference: 2.98812iter: 6800 i: 319j: 319 Difference: 2.97096iter: 6900 i: 318j: 318 Difference: 2.95402iter: 7000 i: 317j: 317 Difference: 2.93728iter: 7100 i: 317j: 317 Difference: 2.92059iter: 7200 i: 315j: 315 Difference: 2.90405iter: 7300 i: 314j: 314 Difference: 2.8877iter: 7400 i: 313j: 313 Difference: 2.87154iter: 7500 i: 313j: 313 Difference: 2.85548iter: 7600 i: 312j: 312 Difference: 2.83947iter: 7700 i: 311j: 311 Difference: 2.82362iter: 7800 i: 310j: 310 Difference: 2.80792iter: 7900 i: 309j: 309 Difference: 2.79236iter: 8000 i: 309j: 309 Difference: 2.77685iter: 8100 i: 308j: 308 Difference: 2.76141iter: 8200 i: 307j: 307 Difference: 2.74609iter: 8300 i: 306j: 306 Difference: 2.7309iter: 8400 i: 305j: 305 Difference: 2.71582iter: 8500 i: 305j: 305 Difference: 2.70082iter: 8600 i: 304j: 304 Difference: 2.68583iter: 8700 i: 304j: 304 Difference: 2.67096iter: 8800 i: 303j: 303 Difference: 2.6562iter: 8900 i: 302j: 302 Difference: 2.64153iter: 9000 i: 301j: 301 Difference: 2.62695iter: 9100 i: 301j: 301 Difference: 2.61244iter: 9200 i: 301j: 301 Difference: 2.59792iter: 9300 i: 300j: 300 Difference: 2.58352iter: 9400 i: 299j: 299 Difference: 2.5692iter: 9500 i: 298j: 298 Difference: 2.55495iter: 9600 i: 298j: 298 Difference: 2.54079iter: 9700 i: 297j: 297 Difference: 2.52672iter: 9800 i: 297j: 297 Difference: 2.51268iter: 9900 i: 297j: 297 Difference: 2.49866iter: 10000 i: 296j: 296 Difference: 2.48473iter: 10100 i: 295j: 295 Difference: 2.47087iter: 10200 i: 295j: 295 Difference: 2.45707iter: 10300 i: 294j: 294 Difference: 2.44337iter: 10400 i: 293j: 293 Difference: 2.42971iter: 10500 i: 293j: 293 Difference: 2.41614iter: 10600 i: 293j: 293 Difference: 2.4026iter: 10700 i: 293j: 293 Difference: 2.38908iter: 10800 i: 292j: 292 Difference: 2.37565iter: 10900 i: 291j: 292 Difference: 2.36226iter: 11000 i: 291j: 291 Difference: 2.34896iter: 11100 i: 290j: 290 Difference: 2.33571iter: 11200 i: 290j: 290 Difference: 2.32255iter: 11300 i: 289j: 289 Difference: 2.30943iter: 11400 i: 289j: 289 Difference: 2.29639iter: 11500 i: 289j: 289 Difference: 2.28339iter: 11600 i: 289j: 289 Difference: 2.27042iter: 11700 i: 288j: 288 Difference: 2.25749iter: 11800 i: 288j: 288 Difference: 2.24465iter: 11900 i: 287j: 288 Difference: 2.23185iter: 12000 i: 287j: 287 Difference: 2.21914iter: 12100 i: 287j: 287 Difference: 2.20647iter: 12200 i: 286j: 286 Difference: 2.19388iter: 12300 i: 286j: 286 Difference: 2.18135iter: 12400 i: 285j: 285 Difference: 2.16887iter: 12500 i: 285j: 285 Difference: 2.15646iter: 12600 i: 285j: 285 Difference: 2.1441iter: 12700 i: 285j: 285 Difference: 2.13177iter: 12800 i: 285j: 285 Difference: 2.11949iter: 12900 i: 284j: 284 Difference: 2.10728iter: 13000 i: 284j: 284 Difference: 2.09513iter: 13100 i: 283j: 284 Difference: 2.08303iter: 13200 i: 283j: 283 Difference: 2.07101iter: 13300 i: 283j: 283 Difference: 2.05904iter: 13400 i: 282j: 282 Difference: 2.04713iter: 13500 i: 282j: 282 Difference: 2.03529iter: 13600 i: 282j: 282 Difference: 2.0235iter: 13700 i: 281j: 281 Difference: 2.01177iter: 13800 i: 281j: 281 Difference: 2.00011iter: 13900 i: 281j: 281 Difference: 1.9885iter: 14000 i: 281j: 281 Difference: 1.97694iter: 14100 i: 281j: 281 Difference: 1.96542iter: 14200 i: 281j: 281 Difference: 1.95395iter: 14300 i: 280j: 280 Difference: 1.94254iter: 14400 i: 280j: 280 Difference: 1.93121iter: 14500 i: 280j: 280 Difference: 1.91992iter: 14600 i: 279j: 279 Difference: 1.90869iter: 14700 i: 279j: 279 Difference: 1.89754iter: 14800 i: 279j: 279 Difference: 1.88643iter: 14900 i: 279j: 279 Difference: 1.87538iter: 15000 i: 278j: 278 Difference: 1.8644iter: 15100 i: 278j: 278 Difference: 1.85348iter: 15200 i: 278j: 278 Difference: 1.8426iter: 15300 i: 277j: 277 Difference: 1.83178iter: 15400 i: 277j: 277 Difference: 1.82104iter: 15500 i: 277j: 277 Difference: 1.81035iter: 15600 i: 277j: 277 Difference: 1.7997iter: 15700 i: 277j: 277 Difference: 1.78911iter: 15800 i: 277j: 277 Difference: 1.77857iter: 15900 i: 277j: 277 Difference: 1.76807iter: 16000 i: 277j: 277 Difference: 1.75763iter: 16100 i: 276j: 276 Difference: 1.74726iter: 16200 i: 276j: 276 Difference: 1.73695iter: 16300 i: 276j: 276 Difference: 1.72669iter: 16400 i: 276j: 276 Difference: 1.71648iter: 16500 i: 275j: 275 Difference: 1.70633iter: 16600 i: 275j: 275 Difference: 1.69624iter: 16700 i: 275j: 275 Difference: 1.68621iter: 16800 i: 275j: 275 Difference: 1.67623iter: 16900 i: 274j: 274 Difference: 1.6663iter: 17000 i: 274j: 274 Difference: 1.65644iter: 17100 i: 274j: 274 Difference: 1.64663iter: 17200 i: 274j: 274 Difference: 1.63687iter: 17300 i: 274j: 274 Difference: 1.62716iter: 17400 i: 273j: 273 Difference: 1.61752iter: 17500 i: 273j: 273 Difference: 1.60793iter: 17600 i: 273j: 273 Difference: 1.59839iter: 17700 i: 273j: 273 Difference: 1.58891iter: 17800 i: 273j: 273 Difference: 1.57947iter: 17900 i: 273j: 273 Difference: 1.57008iter: 18000 i: 273j: 273 Difference: 1.56075iter: 18100 i: 273j: 273 Difference: 1.55146iter: 18200 i: 273j: 273 Difference: 1.54222iter: 18300 i: 273j: 273 Difference: 1.53303iter: 18400 i: 272j: 272 Difference: 1.52391iter: 18500 i: 272j: 272 Difference: 1.51484iter: 18600 i: 272j: 272 Difference: 1.50581iter: 18700 i: 272j: 272 Difference: 1.49684iter: 18800 i: 272j: 272 Difference: 1.48792iter: 18900 i: 271j: 271 Difference: 1.47904iter: 19000 i: 271j: 271 Difference: 1.47023iter: 19100 i: 271j: 271 Difference: 1.46147iter: 19200 i: 271j: 271 Difference: 1.45276iter: 19300 i: 271j: 271 Difference: 1.44409iter: 19400 i: 271j: 271 Difference: 1.43547iter: 19500 i: 270j: 270 Difference: 1.42691iter: 19600 i: 270j: 270 Difference: 1.4184iter: 19700 i: 270j: 270 Difference: 1.40994iter: 19800 i: 270j: 270 Difference: 1.40152iter: 19900 i: 270j: 270 Difference: 1.39315iter: 20000 i: 270j: 270 Difference: 1.38483iter: 20100 i: 269j: 269 Difference: 1.37656iter: 20200 i: 269j: 269 Difference: 1.36835iter: 20300 i: 269j: 269 Difference: 1.36018iter: 20400 i: 269j: 269 Difference: 1.35206iter: 20500 i: 269j: 269 Difference: 1.34398iter: 20600 i: 269j: 269 Difference: 1.33595iter: 20700 i: 269j: 269 Difference: 1.32796iter: 20800 i: 269j: 269 Difference: 1.32002iter: 20900 i: 269j: 269 Difference: 1.31213iter: 21000 i: 269j: 269 Difference: 1.30428iter: 21100 i: 269j: 269 Difference: 1.29647iter: 21200 i: 269j: 269 Difference: 1.28871iter: 21300 i: 269j: 269 Difference: 1.28099iter: 21400 i: 268j: 269 Difference: 1.27332iter: 21500 i: 268j: 268 Difference: 1.2657iter: 21600 i: 268j: 268 Difference: 1.25813iter: 21700 i: 268j: 268 Difference: 1.2506iter: 21800 i: 268j: 268 Difference: 1.24311iter: 21900 i: 268j: 268 Difference: 1.23566iter: 22000 i: 268j: 268 Difference: 1.22826iter: 22100 i: 268j: 268 Difference: 1.22091iter: 22200 i: 267j: 267 Difference: 1.2136iter: 22300 i: 267j: 267 Difference: 1.20633iter: 22400 i: 267j: 267 Difference: 1.19911iter: 22500 i: 267j: 267 Difference: 1.19193iter: 22600 i: 267j: 267 Difference: 1.18479iter: 22700 i: 267j: 267 Difference: 1.17769iter: 22800 i: 267j: 267 Difference: 1.17064iter: 22900 i: 267j: 267 Difference: 1.16362iter: 23000 i: 266j: 266 Difference: 1.15665iter: 23100 i: 266j: 266 Difference: 1.14973iter: 23200 i: 266j: 266 Difference: 1.14284iter: 23300 i: 266j: 266 Difference: 1.136iter: 23400 i: 266j: 266 Difference: 1.12919iter: 23500 i: 266j: 266 Difference: 1.12243iter: 23600 i: 266j: 266 Difference: 1.1157iter: 23700 i: 266j: 266 Difference: 1.10902iter: 23800 i: 266j: 266 Difference: 1.10237iter: 23900 i: 265j: 265 Difference: 1.09577iter: 24000 i: 265j: 265 Difference: 1.08921iter: 24100 i: 265j: 265 Difference: 1.08268iter: 24200 i: 265j: 265 Difference: 1.0762iter: 24300 i: 265j: 265 Difference: 1.06975iter: 24400 i: 265j: 265 Difference: 1.06334iter: 24500 i: 265j: 265 Difference: 1.05697iter: 24600 i: 265j: 265 Difference: 1.05063iter: 24700 i: 265j: 265 Difference: 1.04433iter: 24800 i: 265j: 265 Difference: 1.03807iter: 24900 i: 265j: 265 Difference: 1.03185iter: 25000 i: 265j: 265 Difference: 1.02566iter: 25100 i: 265j: 265 Difference: 1.01951iter: 25200 i: 265j: 265 Difference: 1.0134iter: 25300 i: 265j: 265 Difference: 1.00732iter: 25400 i: 265j: 265 Difference: 1.00128iter: 25500 i: 265j: 265 Difference: 0.995274iter: 25600 i: 265j: 265 Difference: 0.989304iter: 25700 i: 265j: 265 Difference: 0.98337iter: 25800 i: 265j: 265 Difference: 0.977471iter: 25900 i: 264j: 264 Difference: 0.971609iter: 26000 i: 264j: 264 Difference: 0.965785iter: 26100 i: 264j: 264 Difference: 0.959996iter: 26200 i: 264j: 264 Difference: 0.954242iter: 26300 i: 264j: 264 Difference: 0.948522iter: 26400 i: 264j: 264 Difference: 0.942836iter: 26500 i: 264j: 264 Difference: 0.937182iter: 26600 i: 264j: 264 Difference: 0.931561iter: 26700 i: 264j: 264 Difference: 0.925973iter: 26800 i: 264j: 264 Difference: 0.920417iter: 26900 i: 264j: 264 Difference: 0.914897iter: 27000 i: 264j: 264 Difference: 0.909408iter: 27100 i: 263j: 263 Difference: 0.903956iter: 27200 i: 263j: 263 Difference: 0.898537iter: 27300 i: 263j: 263 Difference: 0.89315iter: 27400 i: 263j: 263 Difference: 0.887794iter: 27500 i: 263j: 263 Difference: 0.882471iter: 27600 i: 263j: 263 Difference: 0.877179iter: 27700 i: 263j: 263 Difference: 0.87192iter: 27800 i: 263j: 263 Difference: 0.866692iter: 27900 i: 263j: 263 Difference: 0.861494iter: 28000 i: 263j: 263 Difference: 0.856329iter: 28100 i: 263j: 263 Difference: 0.851198iter: 28200 i: 263j: 263 Difference: 0.846092iter: 28300 i: 263j: 263 Difference: 0.841021iter: 28400 i: 262j: 262 Difference: 0.83598iter: 28500 i: 262j: 262 Difference: 0.830973iter: 28600 i: 262j: 262 Difference: 0.825998iter: 28700 i: 262j: 262 Difference: 0.82105iter: 28800 i: 262j: 262 Difference: 0.816127iter: 28900 i: 262j: 262 Difference: 0.811234iter: 29000 i: 262j: 262 Difference: 0.806372iter: 29100 i: 262j: 262 Difference: 0.801533iter: 29200 i: 262j: 262 Difference: 0.796725iter: 29300 i: 262j: 262 Difference: 0.791952iter: 29400 i: 262j: 262 Difference: 0.7872iter: 29500 i: 262j: 262 Difference: 0.782479iter: 29600 i: 262j: 262 Difference: 0.777786iter: 29700 i: 262j: 262 Difference: 0.773121iter: 29800 i: 261j: 262 Difference: 0.768484iter: 29900 i: 261j: 261 Difference: 0.763879iter: 30000 i: 261j: 261 Difference: 0.759303iter: 30100 i: 261j: 261 Difference: 0.754752iter: 30200 i: 261j: 261 Difference: 0.750228iter: 30300 i: 261j: 261 Difference: 0.745731iter: 30400 i: 261j: 261 Difference: 0.741262iter: 30500 i: 261j: 261 Difference: 0.736819iter: 30600 i: 261j: 261 Difference: 0.732406iter: 30700 i: 261j: 261 Difference: 0.728018iter: 30800 i: 261j: 261 Difference: 0.723653iter: 30900 i: 261j: 261 Difference: 0.71932iter: 31000 i: 261j: 261 Difference: 0.715012iter: 31100 i: 261j: 261 Difference: 0.710727iter: 31200 i: 261j: 261 Difference: 0.70647iter: 31300 i: 261j: 261 Difference: 0.702239iter: 31400 i: 261j: 261 Difference: 0.698034iter: 31500 i: 261j: 261 Difference: 0.693848iter: 31600 i: 261j: 261 Difference: 0.689689iter: 31700 i: 261j: 261 Difference: 0.685553iter: 31800 i: 261j: 261 Difference: 0.681443iter: 31900 i: 261j: 261 Difference: 0.677356iter: 32000 i: 261j: 261 Difference: 0.673297iter: 32100 i: 261j: 261 Difference: 0.669262iter: 32200 i: 261j: 261 Difference: 0.66525iter: 32300 i: 261j: 261 Difference: 0.661258iter: 32400 i: 261j: 261 Difference: 0.657292iter: 32500 i: 261j: 261 Difference: 0.653351iter: 32600 i: 261j: 261 Difference: 0.649434iter: 32700 i: 261j: 261 Difference: 0.645539iter: 32800 i: 261j: 261 Difference: 0.641668iter: 32900 i: 261j: 261 Difference: 0.637825iter: 33000 i: 261j: 261 Difference: 0.634002iter: 33100 i: 261j: 261 Difference: 0.630197iter: 33200 i: 261j: 261 Difference: 0.626418iter: 33300 i: 261j: 261 Difference: 0.622665iter: 33400 i: 261j: 261 Difference: 0.618932iter: 33500 i: 260j: 261 Difference: 0.61522iter: 33600 i: 260j: 261 Difference: 0.611533iter: 33700 i: 260j: 261 Difference: 0.607869iter: 33800 i: 260j: 260 Difference: 0.604228iter: 33900 i: 260j: 260 Difference: 0.600607iter: 34000 i: 260j: 260 Difference: 0.597003iter: 34100 i: 260j: 260 Difference: 0.593429iter: 34200 i: 260j: 260 Difference: 0.589875iter: 34300 i: 260j: 260 Difference: 0.586339iter: 34400 i: 260j: 260 Difference: 0.582827iter: 34500 i: 260j: 260 Difference: 0.579334iter: 34600 i: 260j: 260 Difference: 0.575867iter: 34700 i: 260j: 260 Difference: 0.572422iter: 34800 i: 260j: 260 Difference: 0.568988iter: 34900 i: 260j: 260 Difference: 0.565574iter: 35000 i: 260j: 260 Difference: 0.562187iter: 35100 i: 260j: 260 Difference: 0.558819iter: 35200 i: 260j: 260 Difference: 0.55547iter: 35300 i: 260j: 260 Difference: 0.552138iter: 35400 i: 260j: 260 Difference: 0.54883iter: 35500 i: 260j: 260 Difference: 0.545542iter: 35600 i: 260j: 260 Difference: 0.542276iter: 35700 i: 260j: 260 Difference: 0.539028iter: 35800 i: 259j: 260 Difference: 0.535793iter: 35900 i: 259j: 260 Difference: 0.532581iter: 36000 i: 259j: 260 Difference: 0.529389iter: 36100 i: 259j: 260 Difference: 0.526216iter: 36200 i: 259j: 260 Difference: 0.523062iter: 36300 i: 259j: 260 Difference: 0.519925iter: 36400 i: 259j: 259 Difference: 0.516814iter: 36500 i: 259j: 259 Difference: 0.513716iter: 36600 i: 259j: 259 Difference: 0.510642iter: 36700 i: 259j: 259 Difference: 0.507583iter: 36800 i: 259j: 259 Difference: 0.504538iter: 36900 i: 259j: 259 Difference: 0.501513iter: 37000 i: 259j: 259 Difference: 0.498509iter: 37100 i: 259j: 259 Difference: 0.495525iter: 37200 i: 259j: 259 Difference: 0.492555iter: 37300 i: 259j: 259 Difference: 0.489604iter: 37400 i: 259j: 259 Difference: 0.486669iter: 37500 i: 259j: 259 Difference: 0.483753iter: 37600 i: 259j: 259 Difference: 0.480859iter: 37700 i: 259j: 259 Difference: 0.477982iter: 37800 i: 259j: 259 Difference: 0.475117iter: 37900 i: 259j: 259 Difference: 0.472266iter: 38000 i: 259j: 259 Difference: 0.469437iter: 38100 i: 259j: 259 Difference: 0.466626iter: 38200 i: 259j: 259 Difference: 0.463831iter: 38300 i: 259j: 259 Difference: 0.461053iter: 38400 i: 259j: 259 Difference: 0.458289iter: 38500 i: 259j: 259 Difference: 0.455543iter: 38600 i: 259j: 259 Difference: 0.452817iter: 38700 i: 259j: 259 Difference: 0.450104iter: 38800 i: 259j: 259 Difference: 0.447414iter: 38900 i: 259j: 259 Difference: 0.444736iter: 39000 i: 258j: 259 Difference: 0.442065iter: 39100 i: 258j: 259 Difference: 0.439413iter: 39200 i: 258j: 259 Difference: 0.436782iter: 39300 i: 258j: 259 Difference: 0.434166iter: 39400 i: 258j: 259 Difference: 0.431566iter: 39500 i: 258j: 259 Difference: 0.428979iter: 39600 i: 258j: 259 Difference: 0.426406iter: 39700 i: 258j: 259 Difference: 0.42385iter: 39800 i: 258j: 259 Difference: 0.421312iter: 39900 i: 258j: 259 Difference: 0.418789iter: 40000 i: 258j: 259 Difference: 0.416287iter: 40100 i: 258j: 258 Difference: 0.413796iter: 40200 i: 258j: 258 Difference: 0.411314iter: 40300 i: 258j: 258 Difference: 0.408844iter: 40400 i: 258j: 258 Difference: 0.406394iter: 40500 i: 258j: 258 Difference: 0.40396iter: 40600 i: 258j: 258 Difference: 0.401543iter: 40700 i: 258j: 258 Difference: 0.399138iter: 40800 i: 258j: 258 Difference: 0.396747iter: 40900 i: 258j: 258 Difference: 0.394366iter: 41000 i: 258j: 258 Difference: 0.392iter: 41100 i: 258j: 258 Difference: 0.389656iter: 41200 i: 258j: 258 Difference: 0.387323iter: 41300 i: 258j: 258 Difference: 0.385009iter: 41400 i: 258j: 258 Difference: 0.382706iter: 41500 i: 258j: 258 Difference: 0.380413iter: 41600 i: 258j: 258 Difference: 0.378127iter: 41700 i: 258j: 258 Difference: 0.375857iter: 41800 i: 258j: 258 Difference: 0.373608iter: 41900 i: 258j: 258 Difference: 0.37137iter: 42000 i: 258j: 258 Difference: 0.369149iter: 42100 i: 258j: 258 Difference: 0.366937iter: 42200 i: 258j: 258 Difference: 0.364738iter: 42300 i: 258j: 258 Difference: 0.36255iter: 42400 i: 258j: 258 Difference: 0.360377iter: 42500 i: 258j: 258 Difference: 0.35822iter: 42600 i: 258j: 258 Difference: 0.356077iter: 42700 i: 258j: 258 Difference: 0.353949iter: 42800 i: 258j: 258 Difference: 0.351834iter: 42900 i: 258j: 258 Difference: 0.349729iter: 43000 i: 258j: 258 Difference: 0.347629iter: 43100 i: 257j: 258 Difference: 0.345541iter: 43200 i: 257j: 258 Difference: 0.343472iter: 43300 i: 257j: 258 Difference: 0.341416iter: 43400 i: 257j: 258 Difference: 0.339373iter: 43500 i: 257j: 258 Difference: 0.337342iter: 43600 i: 257j: 258 Difference: 0.335323iter: 43700 i: 257j: 258 Difference: 0.333313iter: 43800 i: 257j: 258 Difference: 0.331312iter: 43900 i: 257j: 258 Difference: 0.329327iter: 44000 i: 257j: 258 Difference: 0.327355iter: 44100 i: 257j: 258 Difference: 0.325396iter: 44200 i: 257j: 258 Difference: 0.323451iter: 44300 i: 257j: 258 Difference: 0.321519iter: 44400 i: 257j: 258 Difference: 0.3196iter: 44500 i: 257j: 258 Difference: 0.317686iter: 44600 i: 257j: 258 Difference: 0.315778iter: 44700 i: 257j: 258 Difference: 0.313879iter: 44800 i: 257j: 258 Difference: 0.311997iter: 44900 i: 257j: 258 Difference: 0.310132iter: 45000 i: 257j: 258 Difference: 0.308275iter: 45100 i: 257j: 258 Difference: 0.30643iter: 45200 i: 257j: 258 Difference: 0.304599iter: 45300 i: 257j: 258 Difference: 0.302774iter: 45400 i: 257j: 258 Difference: 0.300957iter: 45500 i: 257j: 257 Difference: 0.299148iter: 45600 i: 257j: 257 Difference: 0.297354iter: 45700 i: 257j: 257 Difference: 0.295575iter: 45800 i: 257j: 258 Difference: 0.293807iter: 45900 i: 257j: 257 Difference: 0.292047iter: 46000 i: 257j: 257 Difference: 0.290304iter: 46100 i: 257j: 257 Difference: 0.288571iter: 46200 i: 257j: 257 Difference: 0.286848iter: 46300 i: 257j: 257 Difference: 0.285128iter: 46400 i: 257j: 257 Difference: 0.283412iter: 46500 i: 257j: 257 Difference: 0.281707iter: 46600 i: 257j: 257 Difference: 0.280021iter: 46700 i: 257j: 257 Difference: 0.278346iter: 46800 i: 257j: 257 Difference: 0.27668iter: 46900 i: 257j: 257 Difference: 0.275025iter: 47000 i: 257j: 257 Difference: 0.273378iter: 47100 i: 257j: 257 Difference: 0.271741iter: 47200 i: 257j: 257 Difference: 0.270112iter: 47300 i: 257j: 257 Difference: 0.26849iter: 47400 i: 257j: 257 Difference: 0.266879iter: 47500 i: 257j: 257 Difference: 0.26528iter: 47600 i: 257j: 257 Difference: 0.263693iter: 47700 i: 257j: 257 Difference: 0.262116iter: 47800 i: 257j: 257 Difference: 0.260549iter: 47900 i: 257j: 257 Difference: 0.258991iter: 48000 i: 257j: 257 Difference: 0.257447iter: 48100 i: 257j: 257 Difference: 0.255914iter: 48200 i: 257j: 257 Difference: 0.254384iter: 48300 i: 257j: 257 Difference: 0.252855iter: 48400 i: 257j: 257 Difference: 0.25133iter: 48500 i: 257j: 257 Difference: 0.249819iter: 48600 i: 257j: 257 Difference: 0.248323iter: 48700 i: 257j: 257 Difference: 0.24684iter: 48800 i: 257j: 257 Difference: 0.245363iter: 48900 i: 257j: 257 Difference: 0.243894iter: 49000 i: 257j: 257 Difference: 0.242437iter: 49100 i: 257j: 257 Difference: 0.240987iter: 49200 i: 257j: 257 Difference: 0.239542iter: 49300 i: 257j: 257 Difference: 0.238105iter: 49400 i: 257j: 257 Difference: 0.236675iter: 49500 i: 257j: 257 Difference: 0.235254iter: 49600 i: 257j: 257 Difference: 0.233843iter: 49700 i: 257j: 257 Difference: 0.232443iter: 49800 i: 257j: 257 Difference: 0.231054iter: 49900 i: 257j: 257 Difference: 0.229671iter: 50000 i: 257j: 257 Difference: 0.228299iter: 50100 i: 257j: 257 Difference: 0.226938iter: 50200 i: 257j: 257 Difference: 0.225589iter: 50300 i: 257j: 257 Difference: 0.224245iter: 50400 i: 257j: 257 Difference: 0.222905iter: 50500 i: 257j: 257 Difference: 0.221568iter: 50600 i: 257j: 257 Difference: 0.220232iter: 50700 i: 257j: 257 Difference: 0.218903iter: 50800 i: 257j: 257 Difference: 0.217591iter: 50900 i: 257j: 257 Difference: 0.21629iter: 51000 i: 257j: 257 Difference: 0.214997iter: 51100 i: 257j: 257 Difference: 0.21371iter: 51200 i: 257j: 257 Difference: 0.212432iter: 51300 i: 257j: 257 Difference: 0.211162iter: 51400 i: 257j: 257 Difference: 0.209901iter: 51500 i: 257j: 257 Difference: 0.208645iter: 51600 i: 257j: 257 Difference: 0.207394iter: 51700 i: 257j: 257 Difference: 0.206149iter: 51800 i: 257j: 257 Difference: 0.204911iter: 51900 i: 257j: 257 Difference: 0.203681iter: 52000 i: 257j: 257 Difference: 0.20246iter: 52100 i: 257j: 257 Difference: 0.201248iter: 52200 i: 257j: 257 Difference: 0.200045iter: 52300 i: 257j: 257 Difference: 0.198849iter: 52400 i: 257j: 257 Difference: 0.197659iter: 52500 i: 257j: 257 Difference: 0.196479iter: 52600 i: 257j: 257 Difference: 0.195311iter: 52700 i: 257j: 257 Difference: 0.194149iter: 52800 i: 257j: 257 Difference: 0.192996iter: 52900 i: 257j: 257 Difference: 0.191848iter: 53000 i: 257j: 257 Difference: 0.190701iter: 53100 i: 257j: 257 Difference: 0.189554iter: 53200 i: 257j: 257 Difference: 0.188409iter: 53300 i: 257j: 257 Difference: 0.187267iter: 53400 i: 257j: 257 Difference: 0.18614iter: 53500 i: 257j: 257 Difference: 0.185026iter: 53600 i: 257j: 257 Difference: 0.183919iter: 53700 i: 257j: 257 Difference: 0.18282iter: 53800 i: 257j: 257 Difference: 0.181725iter: 53900 i: 257j: 257 Difference: 0.180639iter: 54000 i: 257j: 257 Difference: 0.17956iter: 54100 i: 257j: 257 Difference: 0.178487iter: 54200 i: 257j: 257 Difference: 0.177419iter: 54300 i: 257j: 257 Difference: 0.176357iter: 54400 i: 257j: 257 Difference: 0.175299iter: 54500 i: 257j: 257 Difference: 0.174246iter: 54600 i: 257j: 257 Difference: 0.173198iter: 54700 i: 257j: 257 Difference: 0.172158iter: 54800 i: 257j: 257 Difference: 0.171124iter: 54900 i: 257j: 257 Difference: 0.170099iter: 55000 i: 257j: 257 Difference: 0.16908iter: 55100 i: 257j: 257 Difference: 0.168069iter: 55200 i: 257j: 257 Difference: 0.167065iter: 55300 i: 257j: 257 Difference: 0.166063iter: 55400 i: 257j: 257 Difference: 0.165072iter: 55500 i: 257j: 257 Difference: 0.164088iter: 55600 i: 257j: 257 Difference: 0.163112iter: 55700 i: 257j: 257 Difference: 0.162143iter: 55800 i: 257j: 257 Difference: 0.16118iter: 55900 i: 257j: 257 Difference: 0.160221iter: 56000 i: 257j: 257 Difference: 0.159266iter: 56100 i: 257j: 257 Difference: 0.15831iter: 56200 i: 257j: 257 Difference: 0.157355iter: 56300 i: 257j: 257 Difference: 0.156402iter: 56400 i: 257j: 257 Difference: 0.155451iter: 56500 i: 257j: 257 Difference: 0.154518iter: 56600 i: 257j: 257 Difference: 0.153591iter: 56700 i: 257j: 257 Difference: 0.152673iter: 56800 i: 257j: 257 Difference: 0.151761iter: 56900 i: 257j: 257 Difference: 0.150855iter: 57000 i: 257j: 257 Difference: 0.149951iter: 57100 i: 257j: 257 Difference: 0.149055iter: 57200 i: 257j: 257 Difference: 0.148164iter: 57300 i: 257j: 257 Difference: 0.147278iter: 57400 i: 257j: 257 Difference: 0.146398iter: 57500 i: 257j: 257 Difference: 0.145523iter: 57600 i: 257j: 257 Difference: 0.14465iter: 57700 i: 257j: 257 Difference: 0.143783iter: 57800 i: 257j: 257 Difference: 0.14292iter: 57900 i: 257j: 257 Difference: 0.142059iter: 58000 i: 257j: 257 Difference: 0.141205iter: 58100 i: 257j: 257 Difference: 0.140357iter: 58200 i: 257j: 257 Difference: 0.139514iter: 58300 i: 257j: 257 Difference: 0.138677iter: 58400 i: 257j: 257 Difference: 0.137847iter: 58500 i: 257j: 257 Difference: 0.137021iter: 58600 i: 257j: 257 Difference: 0.136203iter: 58700 i: 257j: 257 Difference: 0.13539iter: 58800 i: 257j: 257 Difference: 0.13458iter: 58900 i: 257j: 257 Difference: 0.133776iter: 59000 i: 257j: 257 Difference: 0.132979iter: 59100 i: 257j: 257 Difference: 0.132188iter: 59200 i: 257j: 257 Difference: 0.131405iter: 59300 i: 257j: 257 Difference: 0.130629iter: 59400 i: 257j: 257 Difference: 0.129857iter: 59500 i: 257j: 257 Difference: 0.129089iter: 59600 i: 257j: 257 Difference: 0.128322iter: 59700 i: 257j: 257 Difference: 0.127557iter: 59800 i: 257j: 257 Difference: 0.126793iter: 59900 i: 257j: 257 Difference: 0.126029iter: 60000 i: 257j: 257 Difference: 0.125265iter: 60100 i: 257j: 257 Difference: 0.124502iter: 60200 i: 257j: 257 Difference: 0.12374iter: 60300 i: 257j: 257 Difference: 0.122992iter: 60400 i: 257j: 257 Difference: 0.122254iter: 60500 i: 257j: 257 Difference: 0.121521iter: 60600 i: 257j: 257 Difference: 0.120793iter: 60700 i: 257j: 257 Difference: 0.120073iter: 60800 i: 257j: 257 Difference: 0.119354iter: 60900 i: 257j: 257 Difference: 0.118639iter: 61000 i: 257j: 257 Difference: 0.117928iter: 61100 i: 257j: 257 Difference: 0.117225iter: 61200 i: 257j: 257 Difference: 0.116524iter: 61300 i: 257j: 257 Difference: 0.115828iter: 61400 i: 257j: 257 Difference: 0.115137iter: 61500 i: 257j: 257 Difference: 0.114449iter: 61600 i: 257j: 257 Difference: 0.113765iter: 61700 i: 257j: 257 Difference: 0.113085iter: 61800 i: 257j: 257 Difference: 0.112405iter: 61900 i: 257j: 257 Difference: 0.111731iter: 62000 i: 257j: 257 Difference: 0.11106iter: 62100 i: 257j: 257 Difference: 0.110391iter: 62200 i: 257j: 257 Difference: 0.109726iter: 62300 i: 257j: 257 Difference: 0.109067iter: 62400 i: 257j: 257 Difference: 0.108411iter: 62500 i: 257j: 257 Difference: 0.10776iter: 62600 i: 257j: 257 Difference: 0.107113iter: 62700 i: 257j: 257 Difference: 0.106472iter: 62800 i: 257j: 257 Difference: 0.105835iter: 62900 i: 257j: 257 Difference: 0.1052iter: 63000 i: 257j: 257 Difference: 0.104569iter: 63100 i: 257j: 257 Difference: 0.103944iter: 63200 i: 257j: 257 Difference: 0.103323iter: 63300 i: 257j: 257 Difference: 0.102703iter: 63400 i: 257j: 257 Difference: 0.102088iter: 63500 i: 257j: 257 Difference: 0.10148iter: 63600 i: 257j: 257 Difference: 0.100875iter: 63700 i: 257j: 257 Difference: 0.100276iter: 63800 i: 257j: 257 Difference: 0.0996802iter: 63900Calculation take time: 21431618\\n i: 257j: 257 Difference: 0.0996802'"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 132
        }
      ]
    },
    {
      "metadata": {
        "id": "1VeVD_OknxvD",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 54
        },
        "outputId": "929a292e-592d-40a2-eaf4-6adeea201176"
      },
      "cell_type": "code",
      "source": [
        "%%cu\n",
        "#include <cuda_runtime.h>\n",
        "#include \"device_launch_parameters.h\"\n",
        "#include <stdlib.h>\n",
        "#include <stdio.h>\n",
        "#include <float.h>\n",
        "#include \"linux/kernel.h\"\n",
        "#include <iostream>\n",
        "#include <ctime>\n",
        "#include <iomanip>\n",
        "#include <fstream>\n",
        "#include <math.h>\n",
        "#include <cmath>\n",
        "\n",
        "using namespace std;\n",
        "\n",
        "#define ITERATIONS 10000000\n",
        "#define N 512\n",
        "\n",
        "#define e 2.7182818\n",
        "\n",
        "#define blockZSize 1\n",
        "\n",
        "#define blockXSize 64\n",
        "#define blockYSize 64\n",
        "\n",
        "#define tileXSize 4\n",
        "#define tileYSize 4\n",
        "\n",
        "#define extN (N + 2)\n",
        "#define Dx 1\n",
        "#define h ((float) Dx / (N + 1))\n",
        "#define h2 powf(h, 2.0)\n",
        "\n",
        "__device__\n",
        "float f(int i, int j) {\n",
        "\treturn 2 * powf(e, i * h + j * h);\n",
        "}\n",
        "\n",
        "float u_t(float x) {\n",
        "\treturn powf(e, x);\n",
        "}\n",
        "\n",
        "float u_l(float x) {\n",
        "\treturn powf(e, x);\n",
        "}\n",
        "\n",
        "float u_r(float x) {\n",
        "\treturn powf(e, x + 1);\n",
        "}\n",
        "\n",
        "float u_d(float x) {\n",
        "\treturn powf(e, x + 1);\n",
        "}\n",
        "\n",
        "\n",
        "__device__\n",
        "void tile(float* matrix, int iGl, int jGl, bool isBlack) {\n",
        "\tint iBegin = iGl * blockXSize + threadIdx.x * tileXSize + 1;\n",
        "\tint jBegin = jGl * blockYSize + threadIdx.y * tileYSize + 1;\n",
        "\n",
        "  int N1 = tileXSize + 2;\n",
        "  int N2 = tileYSize + 2;\n",
        "  \n",
        "\tfloat helper[6 * 6];\n",
        "\n",
        "  for(int i = 0; i < N1; i++) {\n",
        "\t\tfor(int j = 0; j < N2; j++) {\n",
        "      int dAI = iBegin - blockZSize + i;\n",
        "      int dAJ = jBegin - blockZSize + j;\n",
        "      helper[i * N1 + j] = matrix[extN * dAI + dAJ];\n",
        "\t\t}\n",
        "\t}\n",
        "  \n",
        "  int iSplit = iBegin - 1;\n",
        "  int jSplit = jBegin - 1;\n",
        "  \n",
        "  for (int i = iBegin; i < iBegin + tileXSize; i++) {\n",
        "\t\tfor (int j = jBegin; j < jBegin + tileYSize; j += 1) {\n",
        "      int helperIndex = N1 * (i - iBegin + 1) + j - jBegin + 1;\n",
        "\t\t\tmatrix[extN * i + j] = 0.25 * (\n",
        "          helper[helperIndex + N1]\n",
        "        + helper[helperIndex - N1]\n",
        "        + helper[helperIndex + 1]\n",
        "\t\t\t\t+ helper[helperIndex - 1] \n",
        "        - h2 * f(i, j)\n",
        "      );\n",
        "      helper[helperIndex] =\tmatrix[extN * i + j];\n",
        "\t\t}\n",
        "\t}\n",
        "    \n",
        "}\n",
        "\n",
        "__global__\n",
        "void calculateBlack(float* matrix) {\n",
        "\ttile(matrix, blockIdx.x, blockIdx.y, true);\n",
        "}\n",
        "\n",
        "__global__\n",
        "void calculateRed(float* matrix) {\n",
        "\ttile(matrix, blockIdx.x, blockIdx.y, false);\n",
        "}\n",
        "\n",
        "float func(int i, int j) {\n",
        "\treturn powf(e, i * h + j * h);\n",
        "}\n",
        "\n",
        "float* createMatrix(int row, int col) {\n",
        "\tfloat* matrix = new float[row * col];\n",
        "\n",
        "\tfor(int i = 0; i < row; i++) {\n",
        "\t\tfor(int j = 0; j < col; j++) {\n",
        "\t\t\tmatrix[i * row + j] = 0;\n",
        "\t\t}\n",
        "\t}\n",
        "\n",
        "  for(int i = 0; i < row; i++) {\n",
        "      matrix[0 * row + i] = u_t((i) * h);\n",
        "      matrix[(row - 1) * row + i] = u_d((i) * h);\n",
        "  }\n",
        "\n",
        "  for(int j = 0; j < col; j++) {\n",
        "      matrix[j * col + 0] = u_l((j) * h);\n",
        "      matrix[j * col + row - 1] = u_r((j) * h);\n",
        "\t}\n",
        "    \n",
        "\treturn matrix;\n",
        "}\n",
        "\n",
        "float calculateDifference(float* matrix1) {\n",
        "\tfloat tolerance = 0.0f;\n",
        "  int tolerancei = 0;\n",
        "  int tolerancej = 0;\n",
        "  for (int i = 1; i < extN - 1; i++) {\n",
        "\t\tfor (int j = 1; j < extN - 1; j++) {\n",
        "      float fCurrent = func(i, j);\n",
        "      if(abs(matrix1[i * extN + j] - fCurrent) > tolerance) {\n",
        "          tolerance = abs(matrix1[i * extN + j] - fCurrent);\n",
        "          tolerancei = i;\n",
        "          tolerancej = j;\n",
        "      } \n",
        "\t\t}\n",
        "\t}\n",
        "  cout << \" i: \" << tolerancei << \"j: \" << tolerancej;\n",
        "\treturn tolerance;\n",
        "}\n",
        "\n",
        "int main() {\n",
        "    ofstream myfile;\n",
        "  myfile.open(\"example.txt\");\n",
        "\tfloat* matrixHost = createMatrix(extN, extN);\n",
        "\tfloat* matrixDevice;\n",
        "\n",
        "\tint matrixSize = sizeof(float) * extN * extN;\n",
        "\n",
        "\tcudaMalloc((void**)&matrixDevice, matrixSize);\n",
        "\tcudaMemcpy(matrixDevice, matrixHost, matrixSize, cudaMemcpyHostToDevice);\n",
        "\n",
        "\tlong startTime = clock();\n",
        "\tdim3 blocks(N / blockXSize, N / blockYSize);\n",
        "\tdim3 threads(blockXSize / tileXSize, blockYSize / tileYSize);\n",
        "\n",
        "\tfor (size_t i = 0; i < ITERATIONS; i++) {\n",
        "\t\tcalculateBlack <<< blocks, threads >>>(matrixDevice);\n",
        "\t\tcudaDeviceSynchronize();\n",
        "\t\tcalculateRed <<< blocks, threads >>>(matrixDevice);\n",
        "\t\tcudaPeekAtLastError();\n",
        "\t\tcudaDeviceSynchronize();\n",
        "\n",
        "    if(i%100 == 0) {\n",
        "        cudaMemcpy(matrixHost, matrixDevice, matrixSize, cudaMemcpyDeviceToHost);\n",
        "        float diff = calculateDifference(matrixHost);\n",
        "        cout << \" Difference: \" << diff << \"iter: \" << i;\n",
        "        if(diff < 0.1) break;\n",
        "\n",
        "    }  \n",
        "\t}\n",
        "\n",
        "\tstd::cout << \"Calculation take time: \" << clock() - startTime << std::endl;\n",
        "  cout << \" Difference: \" << calculateDifference(matrixHost);\n",
        "\tcudaError_t cudaResult = cudaMemcpy(matrixHost, matrixDevice, matrixSize, cudaMemcpyDeviceToHost);\n",
        "\n",
        "\tif (cudaResult != cudaSuccess) {\n",
        "\t\tstd::cout << \"Cuda error: \" << cudaResult << std::endl;\n",
        "\t}\n",
        "\n",
        "    myfile.close();\n",
        "\treturn 0;\n",
        "}"
      ],
      "execution_count": 133,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "' i: 510j: 510 Difference: 7.30318iter: 0 i: 480j: 480 Difference: 6.39734iter: 100 i: 468j: 468 Difference: 6.06697iter: 200 i: 460j: 460 Difference: 5.8336iter: 300 i: 453j: 453 Difference: 5.64934iter: 400 i: 446j: 446 Difference: 5.49388iter: 500 i: 441j: 441 Difference: 5.36051iter: 600 i: 437j: 437 Difference: 5.24145iter: 700 i: 432j: 432 Difference: 5.13451iter: 800 i: 428j: 428 Difference: 5.03719iter: 900 i: 424j: 424 Difference: 4.94774iter: 1000 i: 421j: 421 Difference: 4.86495iter: 1100 i: 417j: 417 Difference: 4.78787iter: 1200 i: 413j: 413 Difference: 4.71521iter: 1300 i: 411j: 411 Difference: 4.6469iter: 1400 i: 408j: 408 Difference: 4.58261iter: 1500 i: 405j: 405 Difference: 4.52181iter: 1600 i: 402j: 402 Difference: 4.46354iter: 1700 i: 400j: 400 Difference: 4.40811iter: 1800 i: 397j: 397 Difference: 4.35551iter: 1900 i: 394j: 394 Difference: 4.30461iter: 2000 i: 392j: 392 Difference: 4.25609iter: 2100 i: 389j: 389 Difference: 4.20939iter: 2200 i: 388j: 388 Difference: 4.1644iter: 2300 i: 385j: 385 Difference: 4.12125iter: 2400 i: 383j: 383 Difference: 4.07928iter: 2500 i: 381j: 381 Difference: 4.0391iter: 2600 i: 379j: 379 Difference: 3.99985iter: 2700 i: 377j: 377 Difference: 3.96219iter: 2800 i: 375j: 375 Difference: 3.92532iter: 2900 i: 373j: 373 Difference: 3.88989iter: 3000 i: 371j: 371 Difference: 3.85512iter: 3100 i: 369j: 369 Difference: 3.82164iter: 3200 i: 368j: 368 Difference: 3.78885iter: 3300 i: 366j: 366 Difference: 3.75703iter: 3400 i: 365j: 365 Difference: 3.72602iter: 3500 i: 362j: 362 Difference: 3.69574iter: 3600 i: 361j: 361 Difference: 3.66641iter: 3700 i: 359j: 359 Difference: 3.63748iter: 3800 i: 357j: 357 Difference: 3.60945iter: 3900 i: 356j: 356 Difference: 3.58196iter: 4000 i: 354j: 354 Difference: 3.55507iter: 4100 i: 353j: 353 Difference: 3.52895iter: 4200 i: 352j: 352 Difference: 3.5031iter: 4300 i: 350j: 350 Difference: 3.47799iter: 4400 i: 349j: 349 Difference: 3.45339iter: 4500 i: 347j: 347 Difference: 3.42916iter: 4600 i: 345j: 345 Difference: 3.40555iter: 4700 i: 344j: 344 Difference: 3.38228iter: 4800 i: 343j: 343 Difference: 3.35945iter: 4900 i: 341j: 341 Difference: 3.33716iter: 5000 i: 340j: 340 Difference: 3.31512iter: 5100 i: 339j: 339 Difference: 3.29348iter: 5200 i: 337j: 337 Difference: 3.27232iter: 5300 i: 336j: 336 Difference: 3.25138iter: 5400 i: 335j: 335 Difference: 3.2308iter: 5500 i: 333j: 333 Difference: 3.21061iter: 5600 i: 333j: 333 Difference: 3.1907iter: 5700 i: 331j: 331 Difference: 3.17099iter: 5800 i: 330j: 330 Difference: 3.15167iter: 5900 i: 329j: 329 Difference: 3.13265iter: 6000 i: 328j: 328 Difference: 3.11375iter: 6100 i: 327j: 326 Difference: 3.09513iter: 6200 i: 325j: 325 Difference: 3.07686iter: 6300 i: 325j: 325 Difference: 3.05871iter: 6400 i: 323j: 323 Difference: 3.04074iter: 6500 i: 322j: 322 Difference: 3.02305iter: 6600 i: 321j: 321 Difference: 3.00561iter: 6700 i: 321j: 320 Difference: 2.98823iter: 6800 i: 319j: 319 Difference: 2.97108iter: 6900 i: 318j: 318 Difference: 2.95414iter: 7000 i: 317j: 317 Difference: 2.93739iter: 7100 i: 317j: 317 Difference: 2.9207iter: 7200 i: 315j: 315 Difference: 2.90417iter: 7300 i: 314j: 314 Difference: 2.88782iter: 7400 i: 313j: 313 Difference: 2.87166iter: 7500 i: 313j: 313 Difference: 2.8556iter: 7600 i: 312j: 312 Difference: 2.83959iter: 7700 i: 311j: 311 Difference: 2.82374iter: 7800 i: 310j: 310 Difference: 2.80804iter: 7900 i: 309j: 309 Difference: 2.79248iter: 8000 i: 309j: 309 Difference: 2.77697iter: 8100 i: 308j: 308 Difference: 2.76153iter: 8200 i: 307j: 307 Difference: 2.74621iter: 8300 i: 306j: 306 Difference: 2.73102iter: 8400 i: 305j: 305 Difference: 2.71595iter: 8500 i: 305j: 305 Difference: 2.70095iter: 8600 i: 304j: 304 Difference: 2.68597iter: 8700 i: 304j: 304 Difference: 2.67109iter: 8800 i: 303j: 303 Difference: 2.65633iter: 8900 i: 302j: 302 Difference: 2.64166iter: 9000 i: 301j: 301 Difference: 2.62709iter: 9100 i: 301j: 301 Difference: 2.61257iter: 9200 i: 301j: 301 Difference: 2.59806iter: 9300 i: 300j: 300 Difference: 2.58366iter: 9400 i: 299j: 299 Difference: 2.56934iter: 9500 i: 298j: 298 Difference: 2.5551iter: 9600 i: 298j: 298 Difference: 2.54094iter: 9700 i: 297j: 297 Difference: 2.52687iter: 9800 i: 297j: 297 Difference: 2.51284iter: 9900 i: 297j: 297 Difference: 2.49881iter: 10000 i: 296j: 296 Difference: 2.48489iter: 10100 i: 295j: 295 Difference: 2.47102iter: 10200 i: 295j: 295 Difference: 2.45723iter: 10300 i: 294j: 294 Difference: 2.44353iter: 10400 i: 293j: 293 Difference: 2.42987iter: 10500 i: 293j: 293 Difference: 2.41631iter: 10600 i: 293j: 293 Difference: 2.40277iter: 10700 i: 293j: 293 Difference: 2.38925iter: 10800 i: 292j: 292 Difference: 2.37582iter: 10900 i: 291j: 292 Difference: 2.36243iter: 11000 i: 291j: 291 Difference: 2.34914iter: 11100 i: 290j: 290 Difference: 2.33588iter: 11200 i: 290j: 290 Difference: 2.32272iter: 11300 i: 289j: 289 Difference: 2.3096iter: 11400 i: 289j: 289 Difference: 2.29657iter: 11500 i: 289j: 289 Difference: 2.28357iter: 11600 i: 289j: 289 Difference: 2.2706iter: 11700 i: 288j: 288 Difference: 2.25768iter: 11800 i: 288j: 288 Difference: 2.24484iter: 11900 i: 287j: 288 Difference: 2.23204iter: 12000 i: 287j: 287 Difference: 2.21933iter: 12100 i: 287j: 287 Difference: 2.20666iter: 12200 i: 286j: 286 Difference: 2.19408iter: 12300 i: 286j: 286 Difference: 2.18154iter: 12400 i: 285j: 285 Difference: 2.16907iter: 12500 i: 285j: 285 Difference: 2.15666iter: 12600 i: 285j: 285 Difference: 2.1443iter: 12700 i: 285j: 285 Difference: 2.13197iter: 12800 i: 285j: 285 Difference: 2.11969iter: 12900 i: 284j: 284 Difference: 2.10748iter: 13000 i: 284j: 284 Difference: 2.09534iter: 13100 i: 283j: 284 Difference: 2.08323iter: 13200 i: 283j: 283 Difference: 2.07122iter: 13300 i: 283j: 283 Difference: 2.05925iter: 13400 i: 282j: 282 Difference: 2.04734iter: 13500 i: 282j: 282 Difference: 2.0355iter: 13600 i: 282j: 282 Difference: 2.02371iter: 13700 i: 281j: 281 Difference: 2.01199iter: 13800 i: 281j: 281 Difference: 2.00033iter: 13900 i: 281j: 281 Difference: 1.98872iter: 14000 i: 281j: 281 Difference: 1.97716iter: 14100 i: 281j: 281 Difference: 1.96564iter: 14200 i: 281j: 281 Difference: 1.95417iter: 14300 i: 280j: 280 Difference: 1.94277iter: 14400 i: 280j: 280 Difference: 1.93143iter: 14500 i: 280j: 280 Difference: 1.92015iter: 14600 i: 279j: 279 Difference: 1.90892iter: 14700 i: 279j: 279 Difference: 1.89776iter: 14800 i: 279j: 279 Difference: 1.88666iter: 14900 i: 279j: 279 Difference: 1.8756iter: 15000 i: 278j: 278 Difference: 1.86462iter: 15100 i: 278j: 278 Difference: 1.8537iter: 15200 i: 278j: 278 Difference: 1.84283iter: 15300 i: 277j: 277 Difference: 1.83201iter: 15400 i: 277j: 277 Difference: 1.82127iter: 15500 i: 277j: 277 Difference: 1.81058iter: 15600 i: 277j: 277 Difference: 1.79993iter: 15700 i: 277j: 277 Difference: 1.78934iter: 15800 i: 277j: 277 Difference: 1.7788iter: 15900 i: 277j: 277 Difference: 1.76831iter: 16000 i: 277j: 277 Difference: 1.75787iter: 16100 i: 276j: 276 Difference: 1.7475iter: 16200 i: 276j: 276 Difference: 1.73718iter: 16300 i: 276j: 276 Difference: 1.72692iter: 16400 i: 276j: 276 Difference: 1.71671iter: 16500 i: 275j: 275 Difference: 1.70657iter: 16600 i: 275j: 275 Difference: 1.69648iter: 16700 i: 275j: 275 Difference: 1.68645iter: 16800 i: 275j: 275 Difference: 1.67646iter: 16900 i: 274j: 274 Difference: 1.66654iter: 17000 i: 274j: 274 Difference: 1.65668iter: 17100 i: 274j: 274 Difference: 1.64687iter: 17200 i: 274j: 274 Difference: 1.63711iter: 17300 i: 274j: 274 Difference: 1.6274iter: 17400 i: 273j: 273 Difference: 1.61776iter: 17500 i: 273j: 273 Difference: 1.60817iter: 17600 i: 273j: 273 Difference: 1.59864iter: 17700 i: 273j: 273 Difference: 1.58915iter: 17800 i: 273j: 273 Difference: 1.57971iter: 17900 i: 273j: 273 Difference: 1.57033iter: 18000 i: 273j: 273 Difference: 1.56099iter: 18100 i: 273j: 273 Difference: 1.5517iter: 18200 i: 273j: 273 Difference: 1.54247iter: 18300 i: 273j: 273 Difference: 1.53328iter: 18400 i: 272j: 272 Difference: 1.52415iter: 18500 i: 272j: 272 Difference: 1.51508iter: 18600 i: 272j: 272 Difference: 1.50606iter: 18700 i: 272j: 272 Difference: 1.49709iter: 18800 i: 272j: 272 Difference: 1.48816iter: 18900 i: 271j: 271 Difference: 1.47929iter: 19000 i: 271j: 271 Difference: 1.47048iter: 19100 i: 271j: 271 Difference: 1.46172iter: 19200 i: 271j: 271 Difference: 1.45301iter: 19300 i: 271j: 271 Difference: 1.44434iter: 19400 i: 271j: 271 Difference: 1.43572iter: 19500 i: 270j: 270 Difference: 1.42716iter: 19600 i: 270j: 270 Difference: 1.41865iter: 19700 i: 270j: 270 Difference: 1.41019iter: 19800 i: 270j: 270 Difference: 1.40177iter: 19900 i: 270j: 270 Difference: 1.39341iter: 20000 i: 270j: 270 Difference: 1.38508iter: 20100 i: 269j: 269 Difference: 1.37682iter: 20200 i: 269j: 269 Difference: 1.3686iter: 20300 i: 269j: 269 Difference: 1.36043iter: 20400 i: 269j: 269 Difference: 1.35231iter: 20500 i: 269j: 269 Difference: 1.34423iter: 20600 i: 269j: 269 Difference: 1.3362iter: 20700 i: 269j: 269 Difference: 1.32822iter: 20800 i: 269j: 269 Difference: 1.32028iter: 20900 i: 269j: 269 Difference: 1.31238iter: 21000 i: 269j: 269 Difference: 1.30453iter: 21100 i: 269j: 269 Difference: 1.29672iter: 21200 i: 269j: 269 Difference: 1.28896iter: 21300 i: 269j: 269 Difference: 1.28125iter: 21400 i: 268j: 269 Difference: 1.27357iter: 21500 i: 268j: 268 Difference: 1.26596iter: 21600 i: 268j: 268 Difference: 1.25838iter: 21700 i: 268j: 268 Difference: 1.25085iter: 21800 i: 268j: 268 Difference: 1.24336iter: 21900 i: 268j: 268 Difference: 1.23592iter: 22000 i: 268j: 268 Difference: 1.22852iter: 22100 i: 268j: 268 Difference: 1.22116iter: 22200 i: 267j: 267 Difference: 1.21385iter: 22300 i: 267j: 267 Difference: 1.20659iter: 22400 i: 267j: 267 Difference: 1.19936iter: 22500 i: 267j: 267 Difference: 1.19218iter: 22600 i: 267j: 267 Difference: 1.18504iter: 22700 i: 267j: 267 Difference: 1.17795iter: 22800 i: 267j: 267 Difference: 1.17089iter: 22900 i: 267j: 267 Difference: 1.16388iter: 23000 i: 266j: 266 Difference: 1.15691iter: 23100 i: 266j: 266 Difference: 1.14998iter: 23200 i: 266j: 266 Difference: 1.1431iter: 23300 i: 266j: 266 Difference: 1.13625iter: 23400 i: 266j: 266 Difference: 1.12945iter: 23500 i: 266j: 266 Difference: 1.12268iter: 23600 i: 266j: 266 Difference: 1.11596iter: 23700 i: 266j: 266 Difference: 1.10927iter: 23800 i: 266j: 266 Difference: 1.10262iter: 23900 i: 265j: 265 Difference: 1.09602iter: 24000 i: 265j: 265 Difference: 1.08946iter: 24100 i: 265j: 265 Difference: 1.08294iter: 24200 i: 265j: 265 Difference: 1.07645iter: 24300 i: 265j: 265 Difference: 1.07iter: 24400 i: 265j: 265 Difference: 1.06359iter: 24500 i: 265j: 265 Difference: 1.05722iter: 24600 i: 265j: 265 Difference: 1.05088iter: 24700 i: 265j: 265 Difference: 1.04459iter: 24800 i: 265j: 265 Difference: 1.03833iter: 24900 i: 265j: 265 Difference: 1.0321iter: 25000 i: 265j: 265 Difference: 1.02591iter: 25100 i: 265j: 265 Difference: 1.01976iter: 25200 i: 265j: 265 Difference: 1.01365iter: 25300 i: 265j: 265 Difference: 1.00757iter: 25400 i: 265j: 265 Difference: 1.00153iter: 25500 i: 265j: 265 Difference: 0.995522iter: 25600 i: 265j: 265 Difference: 0.989552iter: 25700 i: 265j: 265 Difference: 0.983617iter: 25800 i: 265j: 265 Difference: 0.977717iter: 25900 i: 264j: 264 Difference: 0.971856iter: 26000 i: 264j: 264 Difference: 0.966031iter: 26100 i: 264j: 264 Difference: 0.960243iter: 26200 i: 264j: 264 Difference: 0.954488iter: 26300 i: 264j: 264 Difference: 0.948767iter: 26400 i: 264j: 264 Difference: 0.943079iter: 26500 i: 264j: 264 Difference: 0.937425iter: 26600 i: 264j: 264 Difference: 0.931804iter: 26700 i: 264j: 264 Difference: 0.926216iter: 26800 i: 264j: 264 Difference: 0.920661iter: 26900 i: 264j: 264 Difference: 0.915139iter: 27000 i: 263j: 264 Difference: 0.909651iter: 27100 i: 263j: 263 Difference: 0.904197iter: 27200 i: 263j: 263 Difference: 0.898778iter: 27300 i: 263j: 263 Difference: 0.89339iter: 27400 i: 263j: 263 Difference: 0.888036iter: 27500 i: 263j: 263 Difference: 0.882713iter: 27600 i: 263j: 263 Difference: 0.877421iter: 27700 i: 263j: 263 Difference: 0.87216iter: 27800 i: 263j: 263 Difference: 0.866933iter: 27900 i: 263j: 263 Difference: 0.861734iter: 28000 i: 263j: 263 Difference: 0.856568iter: 28100 i: 263j: 263 Difference: 0.851434iter: 28200 i: 263j: 263 Difference: 0.846328iter: 28300 i: 263j: 263 Difference: 0.841256iter: 28400 i: 262j: 262 Difference: 0.836217iter: 28500 i: 262j: 262 Difference: 0.831209iter: 28600 i: 262j: 262 Difference: 0.826231iter: 28700 i: 262j: 262 Difference: 0.821283iter: 28800 i: 262j: 262 Difference: 0.816361iter: 28900 i: 262j: 262 Difference: 0.811466iter: 29000 i: 262j: 262 Difference: 0.806602iter: 29100 i: 262j: 262 Difference: 0.801766iter: 29200 i: 262j: 262 Difference: 0.796958iter: 29300 i: 262j: 262 Difference: 0.792182iter: 29400 i: 262j: 262 Difference: 0.787432iter: 29500 i: 262j: 262 Difference: 0.782709iter: 29600 i: 262j: 262 Difference: 0.778016iter: 29700 i: 262j: 262 Difference: 0.773351iter: 29800 i: 261j: 262 Difference: 0.768715iter: 29900 i: 261j: 261 Difference: 0.764109iter: 30000 i: 261j: 261 Difference: 0.759531iter: 30100 i: 261j: 261 Difference: 0.75498iter: 30200 i: 261j: 261 Difference: 0.750455iter: 30300 i: 261j: 261 Difference: 0.745959iter: 30400 i: 261j: 261 Difference: 0.741489iter: 30500 i: 261j: 261 Difference: 0.737045iter: 30600 i: 261j: 261 Difference: 0.73263iter: 30700 i: 261j: 261 Difference: 0.728242iter: 30800 i: 261j: 261 Difference: 0.723877iter: 30900 i: 261j: 261 Difference: 0.719542iter: 31000 i: 261j: 261 Difference: 0.715233iter: 31100 i: 261j: 261 Difference: 0.71095iter: 31200 i: 261j: 261 Difference: 0.706692iter: 31300 i: 261j: 261 Difference: 0.702462iter: 31400 i: 261j: 261 Difference: 0.698256iter: 31500 i: 261j: 261 Difference: 0.694069iter: 31600 i: 261j: 261 Difference: 0.689909iter: 31700 i: 261j: 261 Difference: 0.685777iter: 31800 i: 261j: 261 Difference: 0.681665iter: 31900 i: 261j: 261 Difference: 0.677577iter: 32000 i: 261j: 261 Difference: 0.673517iter: 32100 i: 261j: 261 Difference: 0.669481iter: 32200 i: 261j: 261 Difference: 0.665468iter: 32300 i: 261j: 261 Difference: 0.661474iter: 32400 i: 261j: 261 Difference: 0.657511iter: 32500 i: 261j: 261 Difference: 0.65357iter: 32600 i: 261j: 261 Difference: 0.649652iter: 32700 i: 261j: 261 Difference: 0.645757iter: 32800 i: 261j: 261 Difference: 0.641887iter: 32900 i: 261j: 261 Difference: 0.638042iter: 33000 i: 261j: 261 Difference: 0.634219iter: 33100 i: 261j: 261 Difference: 0.630412iter: 33200 i: 261j: 261 Difference: 0.626633iter: 33300 i: 261j: 261 Difference: 0.622879iter: 33400 i: 261j: 261 Difference: 0.619145iter: 33500 i: 260j: 261 Difference: 0.615433iter: 33600 i: 260j: 261 Difference: 0.611744iter: 33700 i: 260j: 260 Difference: 0.608081iter: 33800 i: 260j: 260 Difference: 0.604441iter: 33900 i: 260j: 260 Difference: 0.600818iter: 34000 i: 260j: 260 Difference: 0.597218iter: 34100 i: 260j: 260 Difference: 0.593641iter: 34200 i: 260j: 260 Difference: 0.590086iter: 34300 i: 260j: 260 Difference: 0.58655iter: 34400 i: 260j: 260 Difference: 0.583036iter: 34500 i: 260j: 260 Difference: 0.579544iter: 34600 i: 260j: 260 Difference: 0.576076iter: 34700 i: 260j: 260 Difference: 0.572629iter: 34800 i: 260j: 260 Difference: 0.569196iter: 34900 i: 260j: 260 Difference: 0.565783iter: 35000 i: 260j: 260 Difference: 0.562395iter: 35100 i: 260j: 260 Difference: 0.559026iter: 35200 i: 260j: 260 Difference: 0.555677iter: 35300 i: 260j: 260 Difference: 0.552346iter: 35400 i: 260j: 260 Difference: 0.549033iter: 35500 i: 260j: 260 Difference: 0.545744iter: 35600 i: 260j: 260 Difference: 0.542478iter: 35700 i: 260j: 260 Difference: 0.539228iter: 35800 i: 259j: 260 Difference: 0.535993iter: 35900 i: 259j: 260 Difference: 0.532779iter: 36000 i: 259j: 260 Difference: 0.529589iter: 36100 i: 259j: 260 Difference: 0.526418iter: 36200 i: 259j: 260 Difference: 0.523263iter: 36300 i: 259j: 259 Difference: 0.520126iter: 36400 i: 259j: 259 Difference: 0.51701iter: 36500 i: 259j: 259 Difference: 0.513914iter: 36600 i: 259j: 259 Difference: 0.510841iter: 36700 i: 259j: 259 Difference: 0.507783iter: 36800 i: 259j: 259 Difference: 0.504735iter: 36900 i: 259j: 259 Difference: 0.501708iter: 37000 i: 259j: 259 Difference: 0.498706iter: 37100 i: 259j: 259 Difference: 0.49572iter: 37200 i: 259j: 259 Difference: 0.492751iter: 37300 i: 259j: 259 Difference: 0.489795iter: 37400 i: 259j: 259 Difference: 0.486859iter: 37500 i: 259j: 259 Difference: 0.483946iter: 37600 i: 259j: 259 Difference: 0.48105iter: 37700 i: 259j: 259 Difference: 0.478174iter: 37800 i: 259j: 259 Difference: 0.475309iter: 37900 i: 259j: 259 Difference: 0.472456iter: 38000 i: 259j: 259 Difference: 0.469626iter: 38100 i: 259j: 259 Difference: 0.466814iter: 38200 i: 259j: 259 Difference: 0.46402iter: 38300 i: 259j: 259 Difference: 0.461242iter: 38400 i: 259j: 259 Difference: 0.458477iter: 38500 i: 259j: 259 Difference: 0.455729iter: 38600 i: 259j: 259 Difference: 0.453iter: 38700 i: 259j: 259 Difference: 0.45029iter: 38800 i: 259j: 259 Difference: 0.447598iter: 38900 i: 259j: 259 Difference: 0.444919iter: 39000 i: 258j: 259 Difference: 0.442249iter: 39100 i: 258j: 259 Difference: 0.439597iter: 39200 i: 258j: 259 Difference: 0.436965iter: 39300 i: 258j: 259 Difference: 0.434349iter: 39400 i: 258j: 259 Difference: 0.431748iter: 39500 i: 258j: 259 Difference: 0.429162iter: 39600 i: 258j: 259 Difference: 0.426589iter: 39700 i: 258j: 259 Difference: 0.424031iter: 39800 i: 258j: 259 Difference: 0.421491iter: 39900 i: 258j: 258 Difference: 0.418969iter: 40000 i: 258j: 258 Difference: 0.416467iter: 40100 i: 258j: 258 Difference: 0.413975iter: 40200 i: 258j: 258 Difference: 0.411492iter: 40300 i: 258j: 258 Difference: 0.40902iter: 40400 i: 258j: 258 Difference: 0.406571iter: 40500 i: 258j: 258 Difference: 0.404138iter: 40600 i: 258j: 258 Difference: 0.401719iter: 40700 i: 258j: 258 Difference: 0.399314iter: 40800 i: 258j: 258 Difference: 0.396919iter: 40900 i: 258j: 258 Difference: 0.39454iter: 41000 i: 258j: 258 Difference: 0.392175iter: 41100 i: 258j: 258 Difference: 0.389827iter: 41200 i: 258j: 258 Difference: 0.387495iter: 41300 i: 258j: 258 Difference: 0.385179iter: 41400 i: 258j: 258 Difference: 0.382878iter: 41500 i: 258j: 258 Difference: 0.380584iter: 41600 i: 258j: 258 Difference: 0.378296iter: 41700 i: 258j: 258 Difference: 0.376027iter: 41800 i: 258j: 258 Difference: 0.373776iter: 41900 i: 258j: 258 Difference: 0.371539iter: 42000 i: 258j: 258 Difference: 0.369316iter: 42100 i: 258j: 258 Difference: 0.367105iter: 42200 i: 258j: 258 Difference: 0.364904iter: 42300 i: 258j: 258 Difference: 0.362716iter: 42400 i: 258j: 258 Difference: 0.360541iter: 42500 i: 258j: 258 Difference: 0.358383iter: 42600 i: 258j: 258 Difference: 0.356239iter: 42700 i: 258j: 258 Difference: 0.354111iter: 42800 i: 258j: 258 Difference: 0.351999iter: 42900 i: 258j: 258 Difference: 0.349894iter: 43000 i: 257j: 258 Difference: 0.347794iter: 43100 i: 257j: 258 Difference: 0.345703iter: 43200 i: 257j: 258 Difference: 0.343633iter: 43300 i: 257j: 258 Difference: 0.341576iter: 43400 i: 257j: 258 Difference: 0.339533iter: 43500 i: 257j: 258 Difference: 0.337502iter: 43600 i: 257j: 258 Difference: 0.335482iter: 43700 i: 257j: 258 Difference: 0.333471iter: 43800 i: 257j: 258 Difference: 0.33147iter: 43900 i: 257j: 258 Difference: 0.329484iter: 44000 i: 257j: 258 Difference: 0.327512iter: 44100 i: 257j: 258 Difference: 0.325554iter: 44200 i: 257j: 258 Difference: 0.323607iter: 44300 i: 257j: 258 Difference: 0.321675iter: 44400 i: 257j: 258 Difference: 0.319755iter: 44500 i: 257j: 258 Difference: 0.317842iter: 44600 i: 257j: 258 Difference: 0.315932iter: 44700 i: 257j: 258 Difference: 0.314032iter: 44800 i: 257j: 258 Difference: 0.312151iter: 44900 i: 257j: 258 Difference: 0.310282iter: 45000 i: 257j: 258 Difference: 0.308424iter: 45100 i: 257j: 258 Difference: 0.30658iter: 45200 i: 257j: 258 Difference: 0.304747iter: 45300 i: 257j: 258 Difference: 0.302921iter: 45400 i: 257j: 257 Difference: 0.301103iter: 45500 i: 257j: 257 Difference: 0.299296iter: 45600 i: 257j: 257 Difference: 0.297502iter: 45700 i: 257j: 257 Difference: 0.295721iter: 45800 i: 257j: 257 Difference: 0.293953iter: 45900 i: 257j: 257 Difference: 0.292195iter: 46000 i: 257j: 257 Difference: 0.290449iter: 46100 i: 257j: 257 Difference: 0.288719iter: 46200 i: 257j: 257 Difference: 0.286996iter: 46300 i: 257j: 257 Difference: 0.285275iter: 46400 i: 257j: 257 Difference: 0.283558iter: 46500 i: 257j: 257 Difference: 0.281853iter: 46600 i: 257j: 257 Difference: 0.280163iter: 46700 i: 257j: 257 Difference: 0.278488iter: 46800 i: 257j: 257 Difference: 0.27682iter: 46900 i: 257j: 257 Difference: 0.275166iter: 47000 i: 257j: 257 Difference: 0.27352iter: 47100 i: 257j: 257 Difference: 0.271883iter: 47200 i: 257j: 257 Difference: 0.270253iter: 47300 i: 257j: 257 Difference: 0.26863iter: 47400 i: 257j: 257 Difference: 0.267019iter: 47500 i: 257j: 257 Difference: 0.265418iter: 47600 i: 257j: 257 Difference: 0.263829iter: 47700 i: 257j: 257 Difference: 0.262253iter: 47800 i: 257j: 257 Difference: 0.260684iter: 47900 i: 257j: 257 Difference: 0.259128iter: 48000 i: 257j: 257 Difference: 0.257585iter: 48100 i: 257j: 257 Difference: 0.256052iter: 48200 i: 257j: 257 Difference: 0.254521iter: 48300 i: 257j: 257 Difference: 0.252991iter: 48400 i: 257j: 257 Difference: 0.251466iter: 48500 i: 257j: 257 Difference: 0.249954iter: 48600 i: 257j: 257 Difference: 0.248457iter: 48700 i: 257j: 257 Difference: 0.246971iter: 48800 i: 257j: 257 Difference: 0.245493iter: 48900 i: 257j: 257 Difference: 0.244025iter: 49000 i: 257j: 257 Difference: 0.242567iter: 49100 i: 257j: 257 Difference: 0.241117iter: 49200 i: 257j: 257 Difference: 0.239672iter: 49300 i: 257j: 257 Difference: 0.238235iter: 49400 i: 257j: 257 Difference: 0.236803iter: 49500 i: 257j: 257 Difference: 0.235383iter: 49600 i: 257j: 257 Difference: 0.233972iter: 49700 i: 257j: 257 Difference: 0.232571iter: 49800 i: 257j: 257 Difference: 0.231181iter: 49900 i: 257j: 257 Difference: 0.229798iter: 50000 i: 257j: 257 Difference: 0.228425iter: 50100 i: 257j: 257 Difference: 0.227065iter: 50200 i: 257j: 257 Difference: 0.225715iter: 50300 i: 257j: 257 Difference: 0.224371iter: 50400 i: 257j: 257 Difference: 0.223031iter: 50500 i: 257j: 257 Difference: 0.221694iter: 50600 i: 257j: 257 Difference: 0.220359iter: 50700 i: 257j: 257 Difference: 0.219028iter: 50800 i: 257j: 257 Difference: 0.217714iter: 50900 i: 257j: 257 Difference: 0.216412iter: 51000 i: 257j: 257 Difference: 0.215118iter: 51100 i: 257j: 257 Difference: 0.21383iter: 51200 i: 257j: 257 Difference: 0.212554iter: 51300 i: 257j: 257 Difference: 0.211283iter: 51400 i: 257j: 257 Difference: 0.210021iter: 51500 i: 257j: 257 Difference: 0.208765iter: 51600 i: 257j: 257 Difference: 0.207514iter: 51700 i: 257j: 257 Difference: 0.206269iter: 51800 i: 257j: 257 Difference: 0.205029iter: 51900 i: 257j: 257 Difference: 0.203799iter: 52000 i: 257j: 257 Difference: 0.202576iter: 52100 i: 257j: 257 Difference: 0.201363iter: 52200 i: 257j: 257 Difference: 0.200161iter: 52300 i: 257j: 257 Difference: 0.198965iter: 52400 i: 257j: 257 Difference: 0.197774iter: 52500 i: 257j: 257 Difference: 0.196594iter: 52600 i: 257j: 257 Difference: 0.195424iter: 52700 i: 257j: 257 Difference: 0.194264iter: 52800 i: 257j: 257 Difference: 0.193111iter: 52900 i: 257j: 257 Difference: 0.191962iter: 53000 i: 257j: 257 Difference: 0.190814iter: 53100 i: 257j: 257 Difference: 0.189668iter: 53200 i: 257j: 257 Difference: 0.188523iter: 53300 i: 257j: 257 Difference: 0.18738iter: 53400 i: 257j: 257 Difference: 0.186253iter: 53500 i: 257j: 257 Difference: 0.185137iter: 53600 i: 257j: 257 Difference: 0.184031iter: 53700 i: 257j: 257 Difference: 0.182931iter: 53800 i: 257j: 257 Difference: 0.181835iter: 53900 i: 257j: 257 Difference: 0.180748iter: 54000 i: 257j: 257 Difference: 0.179668iter: 54100 i: 257j: 257 Difference: 0.178596iter: 54200 i: 257j: 257 Difference: 0.177527iter: 54300 i: 257j: 257 Difference: 0.176464iter: 54400 i: 257j: 257 Difference: 0.175406iter: 54500 i: 257j: 257 Difference: 0.174354iter: 54600 i: 257j: 257 Difference: 0.173303iter: 54700 i: 257j: 257 Difference: 0.172263iter: 54800 i: 257j: 257 Difference: 0.171229iter: 54900 i: 257j: 257 Difference: 0.170202iter: 55000 i: 257j: 257 Difference: 0.169183iter: 55100 i: 257j: 257 Difference: 0.168172iter: 55200 i: 257j: 257 Difference: 0.167167iter: 55300 i: 257j: 257 Difference: 0.166166iter: 55400 i: 257j: 257 Difference: 0.165173iter: 55500 i: 257j: 257 Difference: 0.164188iter: 55600 i: 257j: 257 Difference: 0.163211iter: 55700 i: 257j: 257 Difference: 0.162244iter: 55800 i: 257j: 257 Difference: 0.161282iter: 55900 i: 257j: 257 Difference: 0.160323iter: 56000 i: 257j: 257 Difference: 0.159366iter: 56100 i: 257j: 257 Difference: 0.158411iter: 56200 i: 257j: 257 Difference: 0.157456iter: 56300 i: 257j: 257 Difference: 0.156502iter: 56400 i: 257j: 257 Difference: 0.15555iter: 56500 i: 257j: 257 Difference: 0.154616iter: 56600 i: 257j: 257 Difference: 0.15369iter: 56700 i: 257j: 257 Difference: 0.152771iter: 56800 i: 257j: 257 Difference: 0.151858iter: 56900 i: 257j: 257 Difference: 0.150951iter: 57000 i: 257j: 257 Difference: 0.150047iter: 57100 i: 257j: 257 Difference: 0.149151iter: 57200 i: 257j: 257 Difference: 0.148259iter: 57300 i: 257j: 257 Difference: 0.147373iter: 57400 i: 257j: 257 Difference: 0.146493iter: 57500 i: 257j: 257 Difference: 0.145617iter: 57600 i: 257j: 257 Difference: 0.144744iter: 57700 i: 257j: 257 Difference: 0.143876iter: 57800 i: 257j: 257 Difference: 0.143012iter: 57900 i: 257j: 257 Difference: 0.142151iter: 58000 i: 257j: 257 Difference: 0.141298iter: 58100 i: 257j: 257 Difference: 0.140449iter: 58200 i: 257j: 257 Difference: 0.139604iter: 58300 i: 257j: 257 Difference: 0.138767iter: 58400 i: 257j: 257 Difference: 0.137937iter: 58500 i: 257j: 257 Difference: 0.137111iter: 58600 i: 257j: 257 Difference: 0.136293iter: 58700 i: 257j: 257 Difference: 0.135479iter: 58800 i: 257j: 257 Difference: 0.134668iter: 58900 i: 257j: 257 Difference: 0.133864iter: 59000 i: 257j: 257 Difference: 0.133066iter: 59100 i: 257j: 257 Difference: 0.132274iter: 59200 i: 257j: 257 Difference: 0.131492iter: 59300 i: 257j: 257 Difference: 0.130715iter: 59400 i: 257j: 257 Difference: 0.129945iter: 59500 i: 257j: 257 Difference: 0.129176iter: 59600 i: 257j: 257 Difference: 0.12841iter: 59700 i: 257j: 257 Difference: 0.127645iter: 59800 i: 257j: 257 Difference: 0.12688iter: 59900 i: 257j: 257 Difference: 0.126117iter: 60000 i: 257j: 257 Difference: 0.125353iter: 60100 i: 257j: 257 Difference: 0.12459iter: 60200 i: 257j: 257 Difference: 0.123827iter: 60300 i: 257j: 257 Difference: 0.123076iter: 60400 i: 257j: 257 Difference: 0.122337iter: 60500 i: 257j: 257 Difference: 0.121605iter: 60600 i: 257j: 257 Difference: 0.120877iter: 60700 i: 257j: 257 Difference: 0.120154iter: 60800 i: 257j: 257 Difference: 0.119437iter: 60900 i: 257j: 257 Difference: 0.118721iter: 61000 i: 257j: 257 Difference: 0.11801iter: 61100 i: 257j: 257 Difference: 0.117306iter: 61200 i: 257j: 257 Difference: 0.116606iter: 61300 i: 257j: 257 Difference: 0.115909iter: 61400 i: 257j: 257 Difference: 0.115216iter: 61500 i: 257j: 257 Difference: 0.114528iter: 61600 i: 257j: 257 Difference: 0.113843iter: 61700 i: 257j: 257 Difference: 0.113163iter: 61800 i: 257j: 257 Difference: 0.112484iter: 61900 i: 257j: 257 Difference: 0.111808iter: 62000 i: 257j: 257 Difference: 0.111137iter: 62100 i: 257j: 257 Difference: 0.110469iter: 62200 i: 257j: 257 Difference: 0.109803iter: 62300 i: 257j: 257 Difference: 0.109144iter: 62400 i: 257j: 257 Difference: 0.108488iter: 62500 i: 257j: 257 Difference: 0.107835iter: 62600 i: 257j: 257 Difference: 0.107188iter: 62700 i: 257j: 257 Difference: 0.106548iter: 62800 i: 257j: 257 Difference: 0.10591iter: 62900 i: 257j: 257 Difference: 0.105275iter: 63000 i: 257j: 257 Difference: 0.104644iter: 63100 i: 257j: 257 Difference: 0.104017iter: 63200 i: 257j: 257 Difference: 0.103395iter: 63300 i: 257j: 257 Difference: 0.102776iter: 63400 i: 257j: 257 Difference: 0.102161iter: 63500 i: 257j: 257 Difference: 0.101552iter: 63600 i: 257j: 257 Difference: 0.100947iter: 63700 i: 257j: 257 Difference: 0.100348iter: 63800 i: 257j: 257 Difference: 0.0997508iter: 63900Calculation take time: 21467079\\n i: 257j: 257 Difference: 0.0997508'"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 133
        }
      ]
    },
    {
      "metadata": {
        "id": "nt1QwpNfB4Wg",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 20621
        },
        "outputId": "755184a3-26ba-42dc-869f-9965e0ae8396"
      },
      "cell_type": "code",
      "source": [
        "import os\n",
        "\n",
        "f = open(\"example.txt\", 'r')\n",
        "i = 0\n",
        "\n",
        "content = f.readlines()\n",
        "for line in content:\n",
        "  if i % 10 == 0:\n",
        "    print('\\n')\n",
        "  line = line.split(' ')\n",
        "  for el in line:\n",
        "    print(el.rjust(14), end='')\n",
        "  i += 1"
      ],
      "execution_count": 75,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n",
            "\n",
            "\n",
            "             1       1.11752       1.24885       1.39561       1.55962       1.74291       1.94773       2.17663       2.43243       2.71828             \n",
            "       1.11752             0             0             0             0             0             0             0             0       3.03773             \n",
            "       1.24885             0             0             0             0             0             0             0             0       3.39472             \n",
            "       1.39561             0             0             0             0             0             0             0             0       3.79367             \n",
            "       1.55962             0             0             0             0             0             0             0             0        4.2395             \n",
            "       1.74291             0             0             0             0             0             0             0             0       4.73772             \n",
            "       1.94773             0             0             0             0             0             0             0             0       5.29449             \n",
            "       2.17663             0             0             0             0             0             0             0             0       5.91669             \n",
            "       2.43243             0             0             0             0             0             0             0             0       6.61202             \n",
            "       2.71828       3.03773       3.39472       3.79367        4.2395       4.73772       5.29449       5.91669       6.61202       7.38906             \n"
          ],
          "name": "stdout"
        }
      ]
    }
  ]
}