EdgeTPUCompile.ipynb

edgetpucompile.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "EdgeTPUCompile.ipynb",
      "provenance": [],
      "collapsed_sections": [],
      "authorship_tag": "ABX9TyOEH2mIXMcLWC61qwJnjZ1H",
      "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/iwatake2222/f1b86b4eefeffdb36ecc9789cc23a5c1/edgetpucompile.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "MV4vxSpK2OvA",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "# Install EdgeTPU compiler\n",
        "!curl https://packages.cloud.google.com/apt/doc/apt-key.gpg | sudo apt-key add -\n",
        "!echo \"deb https://packages.cloud.google.com/apt coral-edgetpu-stable main\" | sudo tee /etc/apt/sources.list.d/coral-edgetpu.list\n",
        "!sudo apt-get update\n",
        "!sudo apt-get install edgetpu-compiler"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "1n3zuQ-82Wyw",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "from google.colab import files\n",
        "uploaded = files.upload()\n",
        "file_name = list(uploaded.keys())[0]"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "F5mrTI-Y3Uqz",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "!edgetpu_compiler $file_name\n",
        "!ls -la"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "1RsmUfD93_rV",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "!edgetpu_compiler --num_segments=3 $file_name\n",
        "!ls -la"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "gJA_4b9N2Xkb",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "!zip -r tflite.zip *.tflite\n",
        "\n",
        "from google.colab import files\n",
        "files.download( \"./tflite.zip\")"
      ],
      "execution_count": 0,
      "outputs": []
    }
  ]
}