Use Tensorboard on Colaboratory.ipynb

use-tensorboard-on-colaboratory.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Use Tensorboard on Colaboratory.ipynb",
      "version": "0.3.2",
      "provenance": [],
      "collapsed_sections": [],
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/gist/IAmSuyogJadhav/c4e20f54aa3bc2926d93d81ccecb0036/use-tensorboard-on-colaboratory.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "metadata": {
        "id": "h-e3IF5bGk2G",
        "colab_type": "text"
      },
      "cell_type": "markdown",
      "source": [
        "# Use Tensorboard on Colaboratory\n",
        "Simplest way to use tensorboard with colaboratory."
      ]
    },
    {
      "metadata": {
        "id": "Gi_GRPpnGv71",
        "colab_type": "text"
      },
      "cell_type": "markdown",
      "source": [
        "## Download ngrok"
      ]
    },
    {
      "metadata": {
        "id": "iAkDWN9iGaDn",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "! wget https://bin.equinox.io/c/4VmDzA7iaHb/ngrok-stable-linux-amd64.zip\n",
        "! unzip ngrok-stable-linux-amd64.zip"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "e8ZR_lD3GztO",
        "colab_type": "text"
      },
      "cell_type": "markdown",
      "source": [
        "## Start Tensorboard"
      ]
    },
    {
      "metadata": {
        "id": "uzSxqP-qGioM",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "LOG_DIR = '/tmp/log'\n",
        "get_ipython().system_raw(\n",
        "    'tensorboard --logdir {} --host 0.0.0.0 --port 6006 &'\n",
        "    .format(LOG_DIR)\n",
        ")"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "uU0h3nNJG6G2",
        "colab_type": "text"
      },
      "cell_type": "markdown",
      "source": [
        "## Get the public link to access Tensorboard"
      ]
    },
    {
      "metadata": {
        "id": "c0DIitnUGimJ",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "get_ipython().system_raw('./ngrok http 6006 &')\n",
        "! curl -s http://localhost:4040/api/tunnels | python3 -c \\\n",
        "    \"import sys, json; print(json.load(sys.stdin)['tunnels'][0]['public_url'])\""
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "0ncNRM37HBcK",
        "colab_type": "text"
      },
      "cell_type": "markdown",
      "source": [
        "# Done!"
      ]
    }
  ]
}