Add pretrain notebook (#200)

pretrain.ipynb

@@ -0,0 +1,247 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "JQwDy3kmIur6"
+   },
+   "source": [
+    "*Downloading git LFS*"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 0,
+   "metadata": {
+    "colab": {
+     "autoexec": {
+      "startup": false,
+      "wait_interval": 0
+     }
+    },
+    "colab_type": "code",
+    "id": "lBcLdvOAFIfk"
+   },
+   "outputs": [],
+   "source": [
+    "!wget https://github.com/git-lfs/git-lfs/releases/download/v2.4.2/git-lfs-linux-amd64-2.4.2.tar.gz"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "uOPCNnc7Is5M"
+   },
+   "source": [
+    "*Extracting git LFS*"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 0,
+   "metadata": {
+    "colab": {
+     "autoexec": {
+      "startup": false,
+      "wait_interval": 0
+     }
+    },
+    "colab_type": "code",
+    "id": "AFRCLSR9FUmu"
+   },
+   "outputs": [],
+   "source": [
+    "!tar xvf git-lfs-linux-amd64-2.4.2.tar.gz"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "x-Fid9IaI-J-"
+   },
+   "source": [
+    "*Installing git LFS*"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 0,
+   "metadata": {
+    "colab": {
+     "autoexec": {
+      "startup": false,
+      "wait_interval": 0
+     }
+    },
+    "colab_type": "code",
+    "id": "L0P6khtrFXpW"
+   },
+   "outputs": [],
+   "source": [
+    "!cd git-lfs-2.4.2/ && ./install.sh"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 0,
+   "metadata": {
+    "colab": {
+     "autoexec": {
+      "startup": false,
+      "wait_interval": 0
+     }
+    },
+    "colab_type": "code",
+    "id": "kgzSKuXUFZi0"
+   },
+   "outputs": [],
+   "source": [
+    "!git lfs install"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "nJ31i4Z8JHa8"
+   },
+   "source": [
+    "*Cloning the repository*"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 0,
+   "metadata": {
+    "colab": {
+     "autoexec": {
+      "startup": false,
+      "wait_interval": 0
+     }
+    },
+    "colab_type": "code",
+    "id": "NPOQ5rFHFbnU"
+   },
+   "outputs": [],
+   "source": [
+    "!git lfs clone --recurse-submodules https://github.com/marco-c/autowebcompat.git"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "8E5K5gxGJKrW"
+   },
+   "source": [
+    "*Marking working directory*"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 0,
+   "metadata": {
+    "colab": {
+     "autoexec": {
+      "startup": false,
+      "wait_interval": 0
+     }
+    },
+    "colab_type": "code",
+    "id": "GIxBvGGdFdoK"
+   },
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "os.chdir('autowebcompat')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "ugZB2EhbJOui"
+   },
+   "source": [
+    "*Installing requirements*"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 0,
+   "metadata": {
+    "colab": {
+     "autoexec": {
+      "startup": false,
+      "wait_interval": 0
+     }
+    },
+    "colab_type": "code",
+    "id": "wBqw99O-FfTK"
+   },
+   "outputs": [],
+   "source": [
+    "!pip install selenium==3.4.3\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "2HichwT2JR4W"
+   },
+   "source": [
+    "*Run the model*"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 0,
+   "metadata": {
+    "colab": {
+     "autoexec": {
+      "startup": false,
+      "wait_interval": 0
+     }
+    },
+    "colab_type": "code",
+    "id": "K8peoV51Fj4A"
+   },
+   "outputs": [],
+   "source": [
+    "!python3 pretrain.py -n=inception -o=adam "
+   ]
+  }
+ ],
+ "metadata": {
+  "colab": {
+   "default_view": {},
+   "name": "train.ipynb",
+   "provenance": [],
+   "version": "0.3.2",
+   "views": {}
+  },
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.5.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 1
+}