ColabRunTutorial.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "executionInfo": {
     "elapsed": 574,
     "status": "ok",
     "timestamp": 1620326677253,
     "user": {
      "displayName": "Mark Presten",
      "photoUrl": "",
      "userId": "05177709909510183386"
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     "user_tz": 420
    },
    "id": "z6uUxHl5gNaZ",
    "outputId": "9cb1e990-ec23-41f9-844d-45b0ce0243fc"
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   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Drive already mounted at /content/gdrive; to attempt to forcibly remount, call drive.mount(\"/content/gdrive\", force_remount=True).\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "from google.colab import drive\n",
    "drive.mount('/content/gdrive')\n",
    "DRIVE_PATH = '/content/gdrive/MyDrive/' #Change to where the cs182-final-master folder is at"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "executionInfo": {
     "elapsed": 445,
     "status": "ok",
     "timestamp": 1620326681500,
     "user": {
      "displayName": "Mark Presten",
      "photoUrl": "",
      "userId": "05177709909510183386"
     },
     "user_tz": 420
    },
    "id": "Z5FW9E1dMeAx",
    "outputId": "0c927e43-c780-4d55-9820-1d2cd1546253"
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   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Thu May  6 18:44:41 2021       \n",
      "+-----------------------------------------------------------------------------+\n",
      "| NVIDIA-SMI 465.19.01    Driver Version: 460.32.03    CUDA Version: 11.2     |\n",
      "|-------------------------------+----------------------+----------------------+\n",
      "| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |\n",
      "| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |\n",
      "|                               |                      |               MIG M. |\n",
      "|===============================+======================+======================|\n",
      "|   0  Tesla V100-SXM2...  Off  | 00000000:00:04.0 Off |                    0 |\n",
      "| N/A   33C    P0    23W / 300W |      0MiB / 16160MiB |      0%      Default |\n",
      "|                               |                      |                  N/A |\n",
      "+-------------------------------+----------------------+----------------------+\n",
      "                                                                               \n",
      "+-----------------------------------------------------------------------------+\n",
      "| Processes:                                                                  |\n",
      "|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |\n",
      "|        ID   ID                                                   Usage      |\n",
      "|=============================================================================|\n",
      "|  No running processes found                                                 |\n",
      "+-----------------------------------------------------------------------------+\n"
     ]
    }
   ],
   "source": [
    "!nvidia-smi"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "executionInfo": {
     "elapsed": 3739,
     "status": "ok",
     "timestamp": 1620326686163,
     "user": {
      "displayName": "Mark Presten",
      "photoUrl": "",
      "userId": "05177709909510183386"
     },
     "user_tz": 420
    },
    "id": "cPbwCVEPi6lV",
    "outputId": "a19ff63e-f7d1-4802-a7ee-947554b69adc"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: mpi4py==3.0.3 in /usr/local/lib/python3.7/dist-packages (3.0.3)\n",
      "Requirement already satisfied: gym3==0.3.3 in /usr/local/lib/python3.7/dist-packages (0.3.3)\n",
      "Requirement already satisfied: procgen==0.10.4 in /usr/local/lib/python3.7/dist-packages (0.10.4)\n",
      "Requirement already satisfied: pandas==1.1.1 in /usr/local/lib/python3.7/dist-packages (1.1.1)\n",
      "Requirement already satisfied: matplotlib==3.1.1 in /usr/local/lib/python3.7/dist-packages (3.1.1)\n",
      "Requirement already satisfied: tensorflow==1.15.0 in /usr/local/lib/python3.7/dist-packages (1.15.0)\n",
      "Requirement already satisfied: imageio-ffmpeg<0.4.0,>=0.3.0 in /usr/local/lib/python3.7/dist-packages (from gym3==0.3.3) (0.3.0)\n",
      "Requirement already satisfied: moderngl<6.0.0,>=5.5.4 in /usr/local/lib/python3.7/dist-packages (from gym3==0.3.3) (5.6.4)\n",
      "Requirement already satisfied: numpy<2.0.0,>=1.11.0 in /usr/local/lib/python3.7/dist-packages (from gym3==0.3.3) (1.19.5)\n",
      "Requirement already satisfied: cffi<2.0.0,>=1.13.0 in /usr/local/lib/python3.7/dist-packages (from gym3==0.3.3) (1.14.5)\n",
      "Requirement already satisfied: glfw<2.0.0,>=1.8.6 in /usr/local/lib/python3.7/dist-packages (from gym3==0.3.3) (1.12.0)\n",
      "Requirement already satisfied: imageio<3.0.0,>=2.6.0 in /usr/local/lib/python3.7/dist-packages (from gym3==0.3.3) (2.9.0)\n",
      "Requirement already satisfied: filelock<4.0.0,>=3.0.0 in /usr/local/lib/python3.7/dist-packages (from procgen==0.10.4) (3.0.12)\n",
      "Requirement already satisfied: gym<1.0.0,>=0.15.0 in /usr/local/lib/python3.7/dist-packages (from procgen==0.10.4) (0.17.3)\n",
      "Requirement already satisfied: pytz>=2017.2 in /usr/local/lib/python3.7/dist-packages (from pandas==1.1.1) (2018.9)\n",
      "Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.7/dist-packages (from pandas==1.1.1) (2.8.1)\n",
      "Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib==3.1.1) (2.4.7)\n",
      "Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib==3.1.1) (1.3.1)\n",
      "Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.7/dist-packages (from matplotlib==3.1.1) (0.10.0)\n",
      "Requirement already satisfied: absl-py>=0.7.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow==1.15.0) (0.12.0)\n",
      "Requirement already satisfied: grpcio>=1.8.6 in /usr/local/lib/python3.7/dist-packages (from tensorflow==1.15.0) (1.32.0)\n",
      "Requirement already satisfied: termcolor>=1.1.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow==1.15.0) (1.1.0)\n",
      "Requirement already satisfied: astor>=0.6.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow==1.15.0) (0.8.1)\n",
      "Requirement already satisfied: protobuf>=3.6.1 in /usr/local/lib/python3.7/dist-packages (from tensorflow==1.15.0) (3.12.4)\n",
      "Requirement already satisfied: wrapt>=1.11.1 in /usr/local/lib/python3.7/dist-packages (from tensorflow==1.15.0) (1.12.1)\n",
      "Requirement already satisfied: google-pasta>=0.1.6 in /usr/local/lib/python3.7/dist-packages (from tensorflow==1.15.0) (0.2.0)\n",
      "Requirement already satisfied: tensorflow-estimator==1.15.1 in /usr/local/lib/python3.7/dist-packages (from tensorflow==1.15.0) (1.15.1)\n",
      "Requirement already satisfied: wheel>=0.26 in /usr/local/lib/python3.7/dist-packages (from tensorflow==1.15.0) (0.36.2)\n",
      "Requirement already satisfied: keras-applications>=1.0.8 in /usr/local/lib/python3.7/dist-packages (from tensorflow==1.15.0) (1.0.8)\n",
      "Requirement already satisfied: six>=1.10.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow==1.15.0) (1.15.0)\n",
      "Requirement already satisfied: tensorboard<1.16.0,>=1.15.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow==1.15.0) (1.15.0)\n",
      "Requirement already satisfied: opt-einsum>=2.3.2 in /usr/local/lib/python3.7/dist-packages (from tensorflow==1.15.0) (3.3.0)\n",
      "Requirement already satisfied: keras-preprocessing>=1.0.5 in /usr/local/lib/python3.7/dist-packages (from tensorflow==1.15.0) (1.1.2)\n",
      "Requirement already satisfied: gast==0.2.2 in /usr/local/lib/python3.7/dist-packages (from tensorflow==1.15.0) (0.2.2)\n",
      "Requirement already satisfied: glcontext<3,>=2 in /usr/local/lib/python3.7/dist-packages (from moderngl<6.0.0,>=5.5.4->gym3==0.3.3) (2.3.3)\n",
      "Requirement already satisfied: pycparser in /usr/local/lib/python3.7/dist-packages (from cffi<2.0.0,>=1.13.0->gym3==0.3.3) (2.20)\n",
      "Requirement already satisfied: pillow in /usr/local/lib/python3.7/dist-packages (from imageio<3.0.0,>=2.6.0->gym3==0.3.3) (7.1.2)\n",
      "Requirement already satisfied: scipy in /usr/local/lib/python3.7/dist-packages (from gym<1.0.0,>=0.15.0->procgen==0.10.4) (1.4.1)\n",
      "Requirement already satisfied: cloudpickle<1.7.0,>=1.2.0 in /usr/local/lib/python3.7/dist-packages (from gym<1.0.0,>=0.15.0->procgen==0.10.4) (1.3.0)\n",
      "Requirement already satisfied: pyglet<=1.5.0,>=1.4.0 in /usr/local/lib/python3.7/dist-packages (from gym<1.0.0,>=0.15.0->procgen==0.10.4) (1.5.0)\n",
      "Requirement already satisfied: setuptools in /usr/local/lib/python3.7/dist-packages (from protobuf>=3.6.1->tensorflow==1.15.0) (56.0.0)\n",
      "Requirement already satisfied: h5py in /usr/local/lib/python3.7/dist-packages (from keras-applications>=1.0.8->tensorflow==1.15.0) (2.10.0)\n",
      "Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.7/dist-packages (from tensorboard<1.16.0,>=1.15.0->tensorflow==1.15.0) (3.3.4)\n",
      "Requirement already satisfied: werkzeug>=0.11.15 in /usr/local/lib/python3.7/dist-packages (from tensorboard<1.16.0,>=1.15.0->tensorflow==1.15.0) (1.0.1)\n",
      "Requirement already satisfied: future in /usr/local/lib/python3.7/dist-packages (from pyglet<=1.5.0,>=1.4.0->gym<1.0.0,>=0.15.0->procgen==0.10.4) (0.16.0)\n",
      "Requirement already satisfied: importlib-metadata; python_version < \"3.8\" in /usr/local/lib/python3.7/dist-packages (from markdown>=2.6.8->tensorboard<1.16.0,>=1.15.0->tensorflow==1.15.0) (3.10.1)\n",
      "Requirement already satisfied: typing-extensions>=3.6.4; python_version < \"3.8\" in /usr/local/lib/python3.7/dist-packages (from importlib-metadata; python_version < \"3.8\"->markdown>=2.6.8->tensorboard<1.16.0,>=1.15.0->tensorflow==1.15.0) (3.7.4.3)\n",
      "Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/dist-packages (from importlib-metadata; python_version < \"3.8\"->markdown>=2.6.8->tensorboard<1.16.0,>=1.15.0->tensorflow==1.15.0) (3.4.1)\n",
      "env: PYTHONPATH=.:$PYTHONPATH\n",
      "/content/gdrive/.shortcut-targets-by-id/1wAd-jdPc8AQE33W2mUWYXSKZDxxZm0Ug/cs182-final-master\n"
     ]
    }
   ],
   "source": [
    "!pip install mpi4py==3.0.3 gym3==0.3.3 procgen==0.10.4 pandas==1.1.1 matplotlib==3.1.1 tensorflow==1.15.0\n",
    "%env PYTHONPATH=.:$PYTHONPATH\n",
    "%cd $DRIVE_PATH/cs182-final-master"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "executionInfo": {
     "elapsed": 933,
     "status": "ok",
     "timestamp": 1620379991615,
     "user": {
      "displayName": "Mark Presten",
      "photoUrl": "",
      "userId": "05177709909510183386"
     },
     "user_tz": 420
    },
    "id": "yopJOX4jh2cZ",
    "outputId": "b1ce184f-7bc7-4197-fa74-5fa05c76deca"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/usr/bin/python3: Error while finding module specification for 'phasic_policy_gradient.train' (ModuleNotFoundError: No module named 'phasic_policy_gradient')\n"
     ]
    }
   ],
   "source": [
    "!python -m rl_project.train --log_dir staff/ppg_16_all_10_cj --num_levels 10 --data_aug color_jitter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "2pHdgaLNc7vd"
   },
   "outputs": [],
   "source": []
  }
 ],
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  "accelerator": "GPU",
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   "name": "ColabRunTutorial.ipynb",
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