Inspect_pb_input_output.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Inspect_pb_input_output.ipynb",
      "provenance": [],
      "authorship_tag": "ABX9TyMMzzBwb75TWq5mcwqkHgIP",
      "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/github/jvishnuvardhan/TF_Lite/blob/master/Inspect_pb_input_output.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Vwu6IDZqsQRT",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "!pip install tensorflow==2.2"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "f0DFVctDsajp",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "import tensorflow as tf\n",
        "gf = tf.GraphDef()   \n",
        "m_file = open('frozen_inference_graph.pb','rb')\n",
        "gf.ParseFromString(m_file.read())\n",
        "\n",
        "with open('somefile.txt', 'a') as the_file:\n",
        "    for n in gf.node:\n",
        "        the_file.write(n.name+'\\n')\n",
        "\n",
        "file = open('somefile.txt','r')\n",
        "data = file.readlines()\n",
        "print \"output name = \"\n",
        "print data[len(data)-1]\n",
        "\n",
        "print \"Input name = \"\n",
        "file.seek ( 0 )\n",
        "print file.readline()"
      ],
      "execution_count": 0,
      "outputs": []
    }
  ]
}