docs/user_guide/DMFF_example.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "1b1f04ae-398e-4aff-ac2e-e3e2beaea116",
   "metadata": {},
   "source": [
    "# Advanced examples of DMFF 1.0.0\n",
    "In our new tutorial notebook https://nb.bohrium.dp.tech/detail/6366839940 You must already have a basic understanding of DMFF version 1.0.0. As an advanced tutorial, we have also prepared this example-notebook for you as a supplement to the Tutorial, which includes an introduction to new modules in DMFF such as Qeq, ML Force, and the OpenMM plugin."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7efc4682-df1a-4137-827e-a210bf325819",
   "metadata": {},
   "source": [
    "## Environment Setup\n",
    "\n",
    "Retrieve DMFF from GitHub and switch to the desired branch, then proceed with the installation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "bd84a262-a875-4909-9c3d-55e9cbfeaea9",
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cloning into 'DMFF'...\n",
      "remote: Enumerating objects: 4439, done.\u001b[K\n",
      "remote: Counting objects: 100% (4439/4439), done.\u001b[K\n",
      "remote: Compressing objects: 100% (1432/1432), done.\u001b[K\n",
      "remote: Total 4439 (delta 2961), reused 4361 (delta 2922), pack-reused 0\u001b[K\n",
      "Receiving objects: 100% (4439/4439), 22.10 MiB | 5.00 MiB/s, done.\n",
      "Resolving deltas: 100% (2961/2961), done.\n",
      "Updating files: 100% (273/273), done.\n",
      "Updating files: 100% (318/318), done.\n",
      "Branch 'wangxy/v1.0.0-devel' set up to track remote branch 'wangxy/v1.0.0-devel' from 'origin'.\n",
      "Switched to a new branch 'wangxy/v1.0.0-devel'\n",
      "Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple\n",
      "Processing /data/DMFF\n",
      "  Preparing metadata (setup.py) ... \u001b[?25ldone\n",
      "\u001b[?25hRequirement already satisfied: numpy>=1.18 in /opt/mamba/lib/python3.10/site-packages (from dmff==0.2.1.dev338+gcdb14ee) (1.23.4)\n",
      "Requirement already satisfied: openmm>=7.6.0 in /opt/mamba/lib/python3.10/site-packages (from dmff==0.2.1.dev338+gcdb14ee) (7.7.0)\n",
      "Requirement already satisfied: freud-analysis in /opt/mamba/lib/python3.10/site-packages/freud_analysis-2.11.0-py3.10-linux-x86_64.egg (from dmff==0.2.1.dev338+gcdb14ee) (2.11.0)\n",
      "Collecting networkx>=3.0\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/d5/f0/8fbc882ca80cf077f1b246c0e3c3465f7f415439bdea6b899f6b19f61f70/networkx-3.2.1-py3-none-any.whl (1.6 MB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.6/1.6 MB\u001b[0m \u001b[31m10.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m \u001b[36m0:00:01\u001b[0m\n",
      "\u001b[?25hCollecting optax>=0.1.4\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/13/71/787cc24c4b606f3bb9f1d14957ebd7cb9e4234f6d59081721230b2032196/optax-0.1.7-py3-none-any.whl (154 kB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m154.1/154.1 kB\u001b[0m \u001b[31m3.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0ma \u001b[36m0:00:01\u001b[0m\n",
      "\u001b[?25hCollecting jaxopt>=0.8.0\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/45/ee/a74d0ec01e2c90945cdb10f5c886441d2a78f11f612f14830df39a94b8b5/jaxopt-0.8.2-py3-none-any.whl (170 kB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m170.3/170.3 kB\u001b[0m \u001b[31m3.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0ma \u001b[36m0:00:01\u001b[0m\n",
      "\u001b[?25hRequirement already satisfied: pymbar>=4.0.0 in /opt/mamba/lib/python3.10/site-packages (from dmff==0.2.1.dev338+gcdb14ee) (4.0.1)\n",
      "Requirement already satisfied: tqdm in /opt/mamba/lib/python3.10/site-packages (from dmff==0.2.1.dev338+gcdb14ee) (4.64.1)\n",
      "Requirement already satisfied: jaxlib>=0.1.69 in /opt/mamba/lib/python3.10/site-packages (from jaxopt>=0.8.0->dmff==0.2.1.dev338+gcdb14ee) (0.3.15+cuda11.cudnn82)\n",
      "Requirement already satisfied: scipy>=1.0.0 in /opt/mamba/lib/python3.10/site-packages (from jaxopt>=0.8.0->dmff==0.2.1.dev338+gcdb14ee) (1.9.3)\n",
      "Requirement already satisfied: jax>=0.2.18 in /opt/mamba/lib/python3.10/site-packages (from jaxopt>=0.8.0->dmff==0.2.1.dev338+gcdb14ee) (0.3.17)\n",
      "Requirement already satisfied: chex>=0.1.5 in /opt/mamba/lib/python3.10/site-packages (from optax>=0.1.4->dmff==0.2.1.dev338+gcdb14ee) (0.1.5)\n",
      "Requirement already satisfied: absl-py>=0.7.1 in /opt/mamba/lib/python3.10/site-packages (from optax>=0.1.4->dmff==0.2.1.dev338+gcdb14ee) (1.3.0)\n",
      "Requirement already satisfied: numexpr in /opt/mamba/lib/python3.10/site-packages (from pymbar>=4.0.0->dmff==0.2.1.dev338+gcdb14ee) (2.8.4)\n",
      "Requirement already satisfied: rowan>=1.2.1 in /opt/mamba/lib/python3.10/site-packages/rowan-1.3.0.post1-py3.10.egg (from freud-analysis->dmff==0.2.1.dev338+gcdb14ee) (1.3.0.post1)\n",
      "Requirement already satisfied: dm-tree>=0.1.5 in /opt/mamba/lib/python3.10/site-packages (from chex>=0.1.5->optax>=0.1.4->dmff==0.2.1.dev338+gcdb14ee) (0.1.7)\n",
      "Requirement already satisfied: toolz>=0.9.0 in /opt/mamba/lib/python3.10/site-packages (from chex>=0.1.5->optax>=0.1.4->dmff==0.2.1.dev338+gcdb14ee) (0.12.0)\n",
      "Requirement already satisfied: typing-extensions in /opt/mamba/lib/python3.10/site-packages (from jax>=0.2.18->jaxopt>=0.8.0->dmff==0.2.1.dev338+gcdb14ee) (4.4.0)\n",
      "Requirement already satisfied: etils[epath] in /opt/mamba/lib/python3.10/site-packages (from jax>=0.2.18->jaxopt>=0.8.0->dmff==0.2.1.dev338+gcdb14ee) (0.9.0)\n",
      "Requirement already satisfied: opt-einsum in /opt/mamba/lib/python3.10/site-packages (from jax>=0.2.18->jaxopt>=0.8.0->dmff==0.2.1.dev338+gcdb14ee) (3.3.0)\n",
      "Requirement already satisfied: zipp in /opt/mamba/lib/python3.10/site-packages (from etils[epath]->jax>=0.2.18->jaxopt>=0.8.0->dmff==0.2.1.dev338+gcdb14ee) (3.10.0)\n",
      "Requirement already satisfied: importlib_resources in /opt/mamba/lib/python3.10/site-packages (from etils[epath]->jax>=0.2.18->jaxopt>=0.8.0->dmff==0.2.1.dev338+gcdb14ee) (5.10.0)\n",
      "Building wheels for collected packages: dmff\n",
      "  Building wheel for dmff (setup.py) ... \u001b[?25ldone\n",
      "\u001b[?25h  Created wheel for dmff: filename=dmff-0.2.1.dev338+gcdb14ee-py3-none-any.whl size=123185 sha256=1afdee2df70e0e259d2037d783a88c28a2edbe14c3f3816c5218753a503b687f\n",
      "  Stored in directory: /tmp/pip-ephem-wheel-cache-1dostt5y/wheels/f3/08/c8/63a66e9272163ceeb3675eda2e65e58a3e3c8a96296799182d\n",
      "Successfully built dmff\n",
      "Installing collected packages: networkx, jaxopt, optax, dmff\n",
      "  Attempting uninstall: optax\n",
      "    Found existing installation: optax 0.1.3\n",
      "    Uninstalling optax-0.1.3:\n",
      "      Successfully uninstalled optax-0.1.3\n",
      "Successfully installed dmff-0.2.1.dev338+gcdb14ee jaxopt-0.8.2 networkx-3.2.1 optax-0.1.7\n",
      "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n",
      "\u001b[0m"
     ]
    }
   ],
   "source": [
    "! rm -rf DMFF\n",
    "! rm -rf /opt/mamba/lib/python3.10/site-packages/dmff*\n",
    "! git clone https://github.com/deepmodeling/DMFF.git\n",
    "! git config --global --add safe.directory `pwd`/DMFF\n",
    "! cd DMFF && git checkout wangxy/v1.0.0-devel && pip install ."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "005cdb5d-ca06-4d89-9add-f8a4c65668b9",
   "metadata": {},
   "source": [
    "Install the required libraries; this step is time-consuming, so please be patient."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "d645c00b-d218-4630-8737-87306d09fc52",
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "                  __    __    __    __\n",
      "                 /  \\  /  \\  /  \\  /  \\\n",
      "                /    \\/    \\/    \\/    \\\n",
      "███████████████/  /██/  /██/  /██/  /████████████████████████\n",
      "              /  / \\   / \\   / \\   / \\  \\____\n",
      "             /  /   \\_/   \\_/   \\_/   \\    o \\__,\n",
      "            / _/                       \\_____/  `\n",
      "            |/\n",
      "        ███╗   ███╗ █████╗ ███╗   ███╗██████╗  █████╗\n",
      "        ████╗ ████║██╔══██╗████╗ ████║██╔══██╗██╔══██╗\n",
      "        ██╔████╔██║███████║██╔████╔██║██████╔╝███████║\n",
      "        ██║╚██╔╝██║██╔══██║██║╚██╔╝██║██╔══██╗██╔══██║\n",
      "        ██║ ╚═╝ ██║██║  ██║██║ ╚═╝ ██║██████╔╝██║  ██║\n",
      "        ╚═╝     ╚═╝╚═╝  ╚═╝╚═╝     ╚═╝╚═════╝ ╚═╝  ╚═╝\n",
      "\n",
      "        mamba (0.27.0) supported by @QuantStack\n",
      "\n",
      "        GitHub:  https://github.com/mamba-org/mamba\n",
      "        Twitter: https://twitter.com/QuantStack\n",
      "\n",
      "█████████████████████████████████████████████████████████████\n",
      "\n",
      "\n",
      "Looking for: ['openmm=7.7.0', 'rdkit']\n",
      "\n",
      "\u001b[?25l\u001b[2K\u001b[0G[+] 0.0s\n",
      "\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.1s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.1s\n",
      "conda-forge/noarch   \u001b[90m━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.1s\n",
      "pkgs/main/linux-64   \u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.1s\n",
      "pkgs/main/noarch     \u001b[90m━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.1s\n",
      "pkgs/r/linux-64      \u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.2s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.2s\n",
      "conda-forge/noarch   \u001b[90m━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.2s\n",
      "pkgs/main/linux-64   \u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.2s\n",
      "pkgs/main/noarch     \u001b[90m━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.2s\n",
      "pkgs/r/linux-64      \u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.3s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.3s\n",
      "conda-forge/noarch   \u001b[90m━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.3s\n",
      "pkgs/main/linux-64   \u001b[90m╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.3s\n",
      "pkgs/main/noarch     \u001b[90m━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.3s\n",
      "pkgs/r/linux-64      \u001b[90m╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.4s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.4s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.4s\n",
      "pkgs/main/linux-64   \u001b[90m━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.4s\n",
      "pkgs/main/noarch     \u001b[90m━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.4s\n",
      "pkgs/r/linux-64      \u001b[90m━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.5s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.5s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.5s\n",
      "pkgs/main/linux-64   \u001b[90m━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.5s\n",
      "pkgs/main/noarch     \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.5s\n",
      "pkgs/r/linux-64      \u001b[90m━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.6s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.6s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.6s\n",
      "pkgs/main/linux-64   \u001b[90m━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.6s\n",
      "pkgs/main/noarch     \u001b[90m━━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.6s\n",
      "pkgs/r/linux-64      \u001b[90m━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.7s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.7s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.7s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.7s\n",
      "pkgs/main/noarch     \u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.7s\n",
      "pkgs/r/linux-64      \u001b[90m━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.8s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.8s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.8s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.8s\n",
      "pkgs/main/noarch     \u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m 352.0 B /  ??.?MB @ 473.0 B/s  0.8s\n",
      "pkgs/r/linux-64      \u001b[90m━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.9s\n",
      "conda-forge/linux-64 \u001b[90m╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.9s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.9s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m  31.4kB /  ??.?MB @  38.6kB/s  0.9s\n",
      "pkgs/main/noarch     \u001b[33m━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m  31.4kB /  ??.?MB @  38.6kB/s  0.9s\n",
      "pkgs/r/linux-64      \u001b[90m━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m  31.4kB /  ??.?MB @  38.6kB/s  0.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.0s\n",
      "conda-forge/linux-64 \u001b[90m━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  1.0s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  1.0s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━\u001b[0m  94.3kB /  ??.?MB @  98.2kB/s  1.0s\n",
      "pkgs/main/noarch     \u001b[33m━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m 135.3kB /  ??.?MB @ 140.9kB/s  1.0s\n",
      "pkgs/r/linux-64      \u001b[90m━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━\u001b[0m 135.3kB /  ??.?MB @ 140.9kB/s  1.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.1s\n",
      "conda-forge/linux-64 \u001b[90m━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━\u001b[0m  31.7kB /  ??.?MB @  29.3kB/s  1.1s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m  32.2kB /  ??.?MB @  29.7kB/s  1.1s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━\u001b[0m 131.6kB /  ??.?MB @ 121.7kB/s  1.1s\n",
      "pkgs/main/noarch     \u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m 176.5kB /  ??.?MB @ 163.2kB/s  1.1s\n",
      "pkgs/r/linux-64      \u001b[90m━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━\u001b[0m 151.7kB /  ??.?MB @ 140.3kB/s  1.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.2s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m  31.7kB /  ??.?MB @  26.8kB/s  1.2s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m  32.2kB /  ??.?MB @  27.2kB/s  1.2s\n",
      "pkgs/main/linux-64   \u001b[33m━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m 278.5kB /  ??.?MB @ 235.5kB/s  1.2s\n",
      "pkgs/main/noarch     \u001b[90m━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━\u001b[0m 356.3kB /  ??.?MB @ 301.3kB/s  1.2s\n",
      "pkgs/r/linux-64      \u001b[90m━━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━\u001b[0m 327.6kB /  ??.?MB @ 277.1kB/s  1.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.3s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━\u001b[0m 136.6kB /  ??.?MB @ 106.5kB/s  1.3s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m 136.7kB /  ??.?MB @ 106.6kB/s  1.3s\n",
      "pkgs/main/linux-64   \u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m 360.4kB /  ??.?MB @ 281.0kB/s  1.3s\n",
      "pkgs/main/noarch     \u001b[90m━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m 585.5kB /  ??.?MB @ 456.6kB/s  1.3s\n",
      "pkgs/r/linux-64      \u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m 425.9kB /  ??.?MB @ 332.1kB/s  1.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.4s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━\u001b[0m 136.6kB /  ??.?MB @  98.8kB/s  1.4s\n",
      "conda-forge/noarch   \u001b[90m━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━\u001b[0m 136.7kB /  ??.?MB @  98.9kB/s  1.4s\n",
      "pkgs/main/linux-64   \u001b[33m━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m 561.1kB /  ??.?MB @ 405.7kB/s  1.4s\n",
      "pkgs/main/noarch     \u001b[90m━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m 814.8kB /  ??.?MB @ 589.2kB/s  1.4s\n",
      "pkgs/r/linux-64      \u001b[33m━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m 671.5kB /  ??.?MB @ 485.6kB/s  1.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gpkgs/main/noarch                                   853.2kB @ 604.2kB/s  1.4s\n",
      "[+] 1.5s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━\u001b[0m 330.2kB /  ??.?MB @ 222.6kB/s  1.5s\n",
      "conda-forge/noarch   \u001b[90m━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m 347.0kB /  ??.?MB @ 233.9kB/s  1.5s\n",
      "pkgs/main/linux-64   \u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m 851.9kB /  ??.?MB @ 574.3kB/s  1.5s\n",
      "pkgs/r/linux-64      \u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m 999.0kB /  ??.?MB @ 673.5kB/s  1.5s\n",
      "pkgs/r/noarch        \u001b[90m━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.6s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m 395.6kB /  ??.?MB @ 249.8kB/s  1.6s\n",
      "conda-forge/noarch   \u001b[90m━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m 379.7kB /  ??.?MB @ 239.8kB/s  1.6s\n",
      "pkgs/main/linux-64   \u001b[90m╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m   1.2MB /  ??.?MB @ 786.2kB/s  1.6s\n",
      "pkgs/r/linux-64      \u001b[90m╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m   1.4MB /  ??.?MB @ 910.1kB/s  1.6s\n",
      "pkgs/r/noarch        \u001b[90m━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gpkgs/r/linux-64                                      1.9MB @   1.1MB/s  1.7s\n",
      "[+] 1.7s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m 739.2kB /  ??.?MB @ 438.8kB/s  1.7s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━\u001b[0m 756.0kB /  ??.?MB @ 448.8kB/s  1.7s\n",
      "pkgs/main/linux-64   \u001b[90m━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━\u001b[0m   1.8MB /  ??.?MB @   1.1MB/s  1.7s\n",
      "pkgs/r/noarch        \u001b[90m━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━\u001b[0m 237.6kB /  ??.?MB @ 142.3kB/s  0.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.8s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m 902.8kB /  ??.?MB @ 505.7kB/s  1.8s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━\u001b[0m 886.9kB /  ??.?MB @ 496.9kB/s  1.8s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━\u001b[0m   2.6MB /  ??.?MB @   1.4MB/s  1.8s\n",
      "pkgs/r/noarch        \u001b[33m━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m 860.2kB /  ??.?MB @ 486.0kB/s  0.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.9s\n",
      "conda-forge/linux-64 \u001b[90m╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m   1.3MB /  ??.?MB @ 708.7kB/s  1.9s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m   1.3MB /  ??.?MB @ 704.3kB/s  1.9s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m   3.2MB /  ??.?MB @   1.7MB/s  1.9s\n",
      "pkgs/r/noarch        \u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m   1.4MB /  ??.?MB @ 724.9kB/s  0.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 2.0s\n",
      "conda-forge/linux-64 \u001b[90m━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━\u001b[0m   1.9MB /  ??.?MB @ 980.9kB/s  2.0s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m   1.9MB /  ??.?MB @ 973.1kB/s  2.0s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━\u001b[0m   3.6MB /  ??.?MB @   1.8MB/s  2.0s\n",
      "pkgs/r/noarch        \u001b[33m━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m   1.8MB /  ??.?MB @ 926.9kB/s  0.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 2.1s\n",
      "conda-forge/linux-64 \u001b[90m━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m   2.3MB /  ??.?MB @   1.1MB/s  2.1s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m   2.3MB /  ??.?MB @   1.1MB/s  2.1s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━\u001b[0m   3.9MB /  ??.?MB @   1.9MB/s  2.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gpkgs/r/noarch                                        2.3MB @   1.1MB/s  0.7s\n",
      "[+] 2.2s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m   3.4MB /  ??.?MB @   1.6MB/s  2.2s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m   3.4MB /  ??.?MB @   1.6MB/s  2.2s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m   4.6MB /  ??.?MB @   2.1MB/s  2.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 2.3s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━\u001b[0m   4.3MB /  ??.?MB @   1.9MB/s  2.3s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m   4.6MB /  ??.?MB @   2.0MB/s  2.3s\n",
      "pkgs/main/linux-64   \u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m   5.2MB /  ??.?MB @   2.3MB/s  2.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 2.4s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━\u001b[0m   5.1MB /  ??.?MB @   2.2MB/s  2.4s\n",
      "conda-forge/noarch   \u001b[90m╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m   5.5MB /  ??.?MB @   2.3MB/s  2.4s\n",
      "pkgs/main/linux-64   \u001b[33m━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m   5.8MB /  ??.?MB @   2.4MB/s  2.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 2.5s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m   6.1MB @   2.5MB/s             2.5s\n",
      "conda-forge/noarch   \u001b[90m━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━\u001b[0m   6.5MB @   2.6MB/s             2.5s\n",
      "pkgs/main/linux-64   ━━━━━━━━━━━━━━━━━━━━━━   6.3MB @   2.6MB/s Finalizing  2.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gpkgs/main/linux-64                                 @   2.6MB/s  2.5s\n",
      "[+] 2.6s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m   7.1MB /  ??.?MB @   2.7MB/s  2.6s\n",
      "conda-forge/noarch   \u001b[90m━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━\u001b[0m   7.6MB /  ??.?MB @   2.9MB/s  2.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 2.7s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m   8.1MB /  ??.?MB @   3.0MB/s  2.7s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m   8.8MB /  ??.?MB @   3.3MB/s  2.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 2.8s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m   9.0MB /  ??.?MB @   3.2MB/s  2.8s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━\u001b[0m   9.8MB /  ??.?MB @   3.5MB/s  2.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 2.9s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m  10.0MB /  ??.?MB @   3.5MB/s  2.9s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━\u001b[0m  10.8MB /  ??.?MB @   3.7MB/s  2.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.0s\n",
      "conda-forge/linux-64 \u001b[90m╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m  10.5MB /  ??.?MB @   3.6MB/s  3.0s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m  11.3MB /  ??.?MB @   3.8MB/s  3.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.1s\n",
      "conda-forge/linux-64 \u001b[90m╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m  10.5MB /  ??.?MB @   3.6MB/s  3.1s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m  11.3MB /  ??.?MB @   3.8MB/s  3.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.2s\n",
      "conda-forge/linux-64 \u001b[90m━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━\u001b[0m  10.8MB /  ??.?MB @   3.4MB/s  3.2s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━\u001b[0m  11.5MB /  ??.?MB @   3.6MB/s  3.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.3s\n",
      "conda-forge/linux-64 \u001b[90m━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━\u001b[0m  10.8MB /  ??.?MB @   3.4MB/s  3.3s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━\u001b[0m  11.5MB /  ??.?MB @   3.6MB/s  3.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.4s\n",
      "conda-forge/linux-64 \u001b[90m━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━\u001b[0m  10.8MB /  ??.?MB @   3.4MB/s  3.4s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━\u001b[0m  11.5MB /  ??.?MB @   3.6MB/s  3.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.5s\n",
      "conda-forge/linux-64 \u001b[90m━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m  11.8MB /  ??.?MB @   3.4MB/s  3.5s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m  12.3MB /  ??.?MB @   3.5MB/s  3.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.6s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m  12.2MB /  ??.?MB @   3.4MB/s  3.6s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m  14.5MB /  ??.?MB @   4.0MB/s  3.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.7s\n",
      "conda-forge/linux-64 \u001b[90m━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m  12.2MB @   3.4MB/s             3.7s\n",
      "conda-forge/noarch   ━━━━━━━━━━━━━━━━━━━━━━  14.5MB @   4.0MB/s Downloaded  3.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.8s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m  12.2MB /  ??.?MB @   3.4MB/s  3.8s\u001b[2K\u001b[1A\u001b[2K\u001b[0Gconda-forge/noarch                                 @   4.0MB/s  3.8s\n",
      "[+] 3.9s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━\u001b[0m  14.1MB /  ??.?MB @   3.7MB/s  3.9s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.0s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━\u001b[0m  15.8MB /  ??.?MB @   4.0MB/s  4.0s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.1s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m  16.9MB /  ??.?MB @   4.2MB/s  4.1s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.2s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m  17.8MB /  ??.?MB @   4.3MB/s  4.2s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.3s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m  18.7MB /  ??.?MB @   4.4MB/s  4.3s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.4s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m  19.4MB /  ??.?MB @   4.4MB/s  4.4s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.5s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m  20.1MB /  ??.?MB @   4.5MB/s  4.5s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.6s\n",
      "conda-forge/linux-64 \u001b[90m━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━\u001b[0m  21.1MB /  ??.?MB @   4.6MB/s  4.6s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.7s\n",
      "conda-forge/linux-64 \u001b[90m━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m  22.0MB /  ??.?MB @   4.7MB/s  4.7s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.8s\n",
      "conda-forge/linux-64 \u001b[90m━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━\u001b[0m  22.2MB /  ??.?MB @   4.7MB/s  4.8s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.9s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m  23.1MB /  ??.?MB @   4.8MB/s  4.9s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.0s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━\u001b[0m  24.0MB /  ??.?MB @   4.9MB/s  5.0s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.1s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━\u001b[0m  24.9MB /  ??.?MB @   4.9MB/s  5.1s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.2s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━\u001b[0m  25.7MB /  ??.?MB @   5.0MB/s  5.2s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.3s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m  26.7MB /  ??.?MB @   5.1MB/s  5.3s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.4s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m  27.7MB /  ??.?MB @   5.2MB/s  5.4s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.5s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m  28.6MB /  ??.?MB @   5.2MB/s  5.5s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.6s\n",
      "conda-forge/linux-64 \u001b[90m╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m  29.6MB /  ??.?MB @   5.3MB/s  5.6s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.7s\n",
      "conda-forge/linux-64 \u001b[90m━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━\u001b[0m  30.5MB /  ??.?MB @   5.4MB/s  5.7s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.8s\n",
      "conda-forge/linux-64 \u001b[90m━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m  30.6MB /  ??.?MB @   5.3MB/s  5.8s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.9s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m  32.4MB /  ??.?MB @   5.5MB/s  5.9s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.0s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━\u001b[0m  33.4MB /  ??.?MB @   5.6MB/s  6.0s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.1s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━\u001b[0m  34.4MB /  ??.?MB @   5.7MB/s  6.1s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.2s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m  35.3MB /  ??.?MB @   5.7MB/s  6.2s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.3s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m  35.3MB /  ??.?MB @   5.7MB/s  6.3s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.4s\n",
      "conda-forge/linux-64 ━━━━━━━━━━━━━━━━━━━━━━  35.7MB @   5.7MB/s Downloaded  6.4s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.5s\n",
      "conda-forge/linux-64 ━━━━━━━━━━━━━━━━━━━━━━  35.7MB @   5.7MB/s Downloaded  6.5s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.6s\n",
      "conda-forge/linux-64 ━━━━━━━━━━━━━━━━━━━━━━  35.7MB @   5.7MB/s Downloaded  6.6s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.7s\n",
      "conda-forge/linux-64 ━━━━━━━━━━━━━━━━━━━━━━  35.7MB @   5.7MB/s Downloaded  6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.8s\n",
      "conda-forge/linux-64 ━━━━━━━━━━━━━━━━━━━━━━  35.7MB @   5.7MB/s Downloaded  6.8s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.9s\n",
      "conda-forge/linux-64 ━━━━━━━━━━━━━━━━━━━━━━  35.7MB @   5.7MB/s Downloaded  6.9s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.0s\n",
      "conda-forge/linux-64 ━━━━━━━━━━━━━━━━━━━━━━  35.7MB @   5.7MB/s Downloaded  7.0s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.1s\n",
      "conda-forge/linux-64 ━━━━━━━━━━━━━━━━━━━━━━  35.7MB @   5.7MB/s Finalizing  7.1s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.2s\n",
      "conda-forge/linux-64 ━━━━━━━━━━━━━━━━━━━━━━  35.7MB @   5.7MB/s Finalizing  7.2s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.3s\n",
      "conda-forge/linux-64 ━━━━━━━━━━━━━━━━━━━━━━  35.7MB @   5.7MB/s Finalizing  7.3s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.4s\n",
      "\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.5s\n",
      "\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.6s\n",
      "\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.7s\n",
      "\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.8s\n",
      "\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.9s\n",
      "\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 8.0s\n",
      "\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 8.1s\n",
      "\u001b[2K\u001b[1A\u001b[2K\u001b[0Gconda-forge/linux-64                               @   5.7MB/s  7.3s\n",
      "\u001b[?25h\n",
      "Pinned packages:\n",
      "  - python 3.10.*\n",
      "\n",
      "\n",
      "Transaction\n",
      "\n",
      "  Prefix: /opt/mamba\n",
      "\n",
      "  Updating specs:\n",
      "\n",
      "   - openmm=7.7.0\n",
      "   - rdkit\n",
      "   - ca-certificates\n",
      "   - certifi\n",
      "   - openssl\n",
      "\n",
      "\n",
      "  Package                         Version  Build               Channel                                              Size\n",
      "──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────\n",
      "  Install:\n",
      "──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────\n",
      "\n",
      "\u001b[32m  + archspec                 \u001b[00m       0.2.2  pyhd8ed1ab_0        conda-forge/noarch                                   42kB\n",
      "\u001b[32m  + boltons                  \u001b[00m      23.0.0  pyhd8ed1ab_0        conda-forge/noarch                                  303kB\n",
      "\u001b[32m  + brotli                   \u001b[00m       1.1.0  hd590300_1          conda-forge/linux-64                                 19kB\n",
      "\u001b[32m  + brotli-bin               \u001b[00m       1.1.0  hd590300_1          conda-forge/linux-64                                 19kB\n",
      "\u001b[32m  + cairo                    \u001b[00m      1.18.0  h3faef2a_0          conda-forge/linux-64                                982kB\n",
      "\u001b[32m  + conda-libmamba-solver    \u001b[00m     23.11.0  pyhd8ed1ab_0        conda-forge/noarch                                   47kB\n",
      "\u001b[32m  + conda-package-streaming  \u001b[00m       0.9.0  pyhd8ed1ab_0        conda-forge/noarch                                   19kB\n",
      "\u001b[32m  + contourpy                \u001b[00m       1.2.0  py310hd41b1e2_0     conda-forge/linux-64                                239kB\n",
      "\u001b[32m  + cycler                   \u001b[00m      0.12.1  pyhd8ed1ab_0        conda-forge/noarch                                   13kB\n",
      "\u001b[32m  + expat                    \u001b[00m       2.5.0  hcb278e6_1          conda-forge/linux-64                                137kB\n",
      "\u001b[32m  + fmt                      \u001b[00m      10.1.1  h00ab1b0_0          conda-forge/linux-64                                192kB\n",
      "\u001b[32m  + font-ttf-dejavu-sans-mono\u001b[00m        2.37  hab24e00_0          conda-forge/noarch                                  397kB\n",
      "\u001b[32m  + font-ttf-inconsolata     \u001b[00m       3.000  h77eed37_0          conda-forge/noarch                                   97kB\n",
      "\u001b[32m  + font-ttf-source-code-pro \u001b[00m       2.038  h77eed37_0          conda-forge/noarch                                  701kB\n",
      "\u001b[32m  + font-ttf-ubuntu          \u001b[00m        0.83  hab24e00_0          conda-forge/noarch                                    2MB\n",
      "\u001b[32m  + fontconfig               \u001b[00m      2.14.2  h14ed4e7_0          conda-forge/linux-64                                272kB\n",
      "\u001b[32m  + fonts-conda-ecosystem    \u001b[00m           1  0                   conda-forge/noarch                                    4kB\n",
      "\u001b[32m  + fonts-conda-forge        \u001b[00m           1  0                   conda-forge/noarch                                    4kB\n",
      "\u001b[32m  + fonttools                \u001b[00m      4.44.0  py310h2372a71_0     conda-forge/linux-64                                  2MB\n",
      "\u001b[32m  + freetype                 \u001b[00m      2.12.1  h267a509_2          conda-forge/linux-64                                635kB\n",
      "\u001b[32m  + freetype-py              \u001b[00m       2.3.0  pyhd8ed1ab_0        conda-forge/noarch                                   59kB\n",
      "\u001b[32m  + gettext                  \u001b[00m      0.21.1  h27087fc_0          conda-forge/linux-64                                  4MB\n",
      "\u001b[32m  + greenlet                 \u001b[00m       3.0.1  py310hc6cd4ac_0     conda-forge/linux-64                                206kB\n",
      "\u001b[32m  + jsonpatch                \u001b[00m        1.33  pyhd8ed1ab_0        conda-forge/noarch                                   17kB\n",
      "\u001b[32m  + jsonpointer              \u001b[00m         2.4  py310hff52083_3     conda-forge/linux-64                                 16kB\n",
      "\u001b[32m  + kiwisolver               \u001b[00m       1.4.5  py310hd41b1e2_1     conda-forge/linux-64                                 73kB\n",
      "\u001b[32m  + lcms2                    \u001b[00m        2.15  h7f713cb_2          conda-forge/linux-64                                241kB\n",
      "\u001b[32m  + lerc                     \u001b[00m       4.0.0  h27087fc_0          conda-forge/linux-64                                282kB\n",
      "\u001b[32m  + libboost                 \u001b[00m      1.82.0  h6fcfa73_6          conda-forge/linux-64                                  3MB\n",
      "\u001b[32m  + libboost-python          \u001b[00m      1.82.0  py310hcb52e73_6     conda-forge/linux-64                                119kB\n",
      "\u001b[32m  + libbrotlicommon          \u001b[00m       1.1.0  hd590300_1          conda-forge/linux-64                                 69kB\n",
      "\u001b[32m  + libbrotlidec             \u001b[00m       1.1.0  hd590300_1          conda-forge/linux-64                                 33kB\n",
      "\u001b[32m  + libbrotlienc             \u001b[00m       1.1.0  hd590300_1          conda-forge/linux-64                                283kB\n",
      "\u001b[32m  + libdeflate               \u001b[00m        1.19  hd590300_0          conda-forge/linux-64                                 67kB\n",
      "\u001b[32m  + libexpat                 \u001b[00m       2.5.0  hcb278e6_1          conda-forge/linux-64                                 78kB\n",
      "\u001b[32m  + libglib                  \u001b[00m      2.78.1  hebfc3b9_0          conda-forge/linux-64                                  3MB\n",
      "\u001b[32m  + libjpeg-turbo            \u001b[00m     2.1.5.1  hd590300_1          conda-forge/linux-64                                496kB\n",
      "\u001b[32m  + libpng                   \u001b[00m      1.6.39  h753d276_0          conda-forge/linux-64                                283kB\n",
      "\u001b[32m  + libtiff                  \u001b[00m       4.6.0  h29866fb_1          conda-forge/linux-64                                277kB\n",
      "\u001b[32m  + libwebp-base             \u001b[00m       1.3.2  hd590300_0          conda-forge/linux-64                                402kB\n",
      "\u001b[32m  + libxcb                   \u001b[00m        1.15  h0b41bf4_0          conda-forge/linux-64                                384kB\n",
      "\u001b[32m  + matplotlib-base          \u001b[00m       3.8.0  py310h62c0568_1     conda-forge/linux-64                                  7MB\n",
      "\u001b[32m  + munkres                  \u001b[00m       1.1.4  pyh9f0ad1d_0        conda-forge/noarch                                   12kB\n",
      "\u001b[32m  + openjpeg                 \u001b[00m       2.5.0  h488ebb8_3          conda-forge/linux-64                                357kB\n",
      "\u001b[32m  + pcre2                    \u001b[00m       10.40  hc3806b6_0          conda-forge/linux-64                                  2MB\n",
      "\u001b[32m  + pillow                   \u001b[00m      10.0.1  py310h29da1c1_1     conda-forge/linux-64                                 46MB\n",
      "\u001b[32m  + pixman                   \u001b[00m      0.42.2  h59595ed_0          conda-forge/linux-64                                385kB\n",
      "\u001b[32m  + pthread-stubs            \u001b[00m         0.4  h36c2ea0_1001       conda-forge/linux-64                                  6kB\n",
      "\u001b[32m  + pycairo                  \u001b[00m      1.25.1  py310hda9f760_0     conda-forge/linux-64                                116kB\n",
      "\u001b[32m  + rdkit                    \u001b[00m   2023.09.1  py310hb79e901_0     conda-forge/linux-64                                 37MB\n",
      "\u001b[32m  + reportlab                \u001b[00m       4.0.7  py310h2372a71_0     conda-forge/linux-64                                  2MB\n",
      "\u001b[32m  + rlpycairo                \u001b[00m       0.2.0  pyhd8ed1ab_0        conda-forge/noarch                                   15kB\n",
      "\u001b[32m  + sqlalchemy               \u001b[00m      2.0.23  py310h2372a71_0     conda-forge/linux-64                                  3MB\n",
      "\u001b[32m  + truststore               \u001b[00m       0.8.0  pyhd8ed1ab_0        conda-forge/noarch                                   21kB\n",
      "\u001b[32m  + typing-extensions        \u001b[00m       4.8.0  hd8ed1ab_0          conda-forge/noarch                                   10kB\n",
      "\u001b[32m  + typing_extensions        \u001b[00m       4.8.0  pyha770c72_0        conda-forge/noarch                                   35kB\n",
      "\u001b[32m  + unicodedata2             \u001b[00m      15.1.0  py310h2372a71_0     conda-forge/linux-64                                374kB\n",
      "\u001b[32m  + xorg-kbproto             \u001b[00m       1.0.7  h7f98852_1002       conda-forge/linux-64                                 27kB\n",
      "\u001b[32m  + xorg-libice              \u001b[00m       1.1.1  hd590300_0          conda-forge/linux-64                                 58kB\n",
      "\u001b[32m  + xorg-libsm               \u001b[00m       1.2.4  h7391055_0          conda-forge/linux-64                                 27kB\n",
      "\u001b[32m  + xorg-libx11              \u001b[00m       1.8.7  h8ee46fc_0          conda-forge/linux-64                                829kB\n",
      "\u001b[32m  + xorg-libxau              \u001b[00m      1.0.11  hd590300_0          conda-forge/linux-64                                 14kB\n",
      "\u001b[32m  + xorg-libxdmcp            \u001b[00m       1.1.3  h7f98852_0          conda-forge/linux-64                                 19kB\n",
      "\u001b[32m  + xorg-libxext             \u001b[00m       1.3.4  h0b41bf4_2          conda-forge/linux-64                                 50kB\n",
      "\u001b[32m  + xorg-libxrender          \u001b[00m      0.9.11  hd590300_0          conda-forge/linux-64                                 38kB\n",
      "\u001b[32m  + xorg-renderproto         \u001b[00m      0.11.1  h7f98852_1002       conda-forge/linux-64                                 10kB\n",
      "\u001b[32m  + xorg-xextproto           \u001b[00m       7.3.0  h0b41bf4_1003       conda-forge/linux-64                                 30kB\n",
      "\u001b[32m  + xorg-xproto              \u001b[00m      7.0.31  h7f98852_1007       conda-forge/linux-64                                 75kB\n",
      "\u001b[32m  + zstandard                \u001b[00m      0.22.0  py310h1275a96_0     conda-forge/linux-64                                404kB\n",
      "\n",
      "  Change:\n",
      "──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────\n",
      "\n",
      "\u001b[31m  - hdf5                     \u001b[00m      1.12.1  h70be1eb_2          mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main          \n",
      "\u001b[32m  + hdf5                     \u001b[00m      1.12.1  nompi_h4df4325_104  conda-forge/linux-64                                  4MB\n",
      "\u001b[31m  - python                   \u001b[00m      3.10.6  h582c2e5_0_cpython  conda-forge                                              \n",
      "\u001b[32m  + python                   \u001b[00m      3.10.6  ha86cf86_0_cpython  conda-forge/linux-64                                 30MB\n",
      "\n",
      "  Upgrade:\n",
      "──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────\n",
      "\n",
      "\u001b[31m  - c-ares                   \u001b[00m      1.18.1  h7f98852_0          conda-forge                                              \n",
      "\u001b[32m  + c-ares                   \u001b[00m      1.21.0  hd590300_0          conda-forge/linux-64                                122kB\n",
      "\u001b[31m  - ca-certificates          \u001b[00m  2022.10.11  h06a4308_0          mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main          \n",
      "\u001b[32m  + ca-certificates          \u001b[00m   2023.7.22  hbcca054_0          conda-forge/linux-64                                150kB\n",
      "\u001b[31m  - certifi                  \u001b[00m   2022.9.24  py310h06a4308_0     mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main          \n",
      "\u001b[32m  + certifi                  \u001b[00m   2023.7.22  pyhd8ed1ab_0        conda-forge/noarch                                  154kB\n",
      "\u001b[31m  - conda                    \u001b[00m     22.11.0  py310h06a4308_1     mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main          \n",
      "\u001b[32m  + conda                    \u001b[00m     23.10.0  py310hff52083_1     conda-forge/linux-64                                969kB\n",
      "\u001b[31m  - conda-package-handling   \u001b[00m       1.9.0  py310h5764c6d_0     conda-forge                                              \n",
      "\u001b[32m  + conda-package-handling   \u001b[00m       2.2.0  pyh38be061_0        conda-forge/noarch                                  255kB\n",
      "\u001b[31m  - cryptography             \u001b[00m      38.0.2  py310h597c629_1     conda-forge                                              \n",
      "\u001b[32m  + cryptography             \u001b[00m      41.0.5  py310h75e40e8_0     conda-forge/linux-64                                  2MB\n",
      "\u001b[31m  - icu                      \u001b[00m        70.1  h27087fc_0          conda-forge                                              \n",
      "\u001b[32m  + icu                      \u001b[00m        73.2  h59595ed_0          conda-forge/linux-64                                 12MB\n",
      "\u001b[31m  - krb5                     \u001b[00m      1.19.3  h3790be6_0          conda-forge                                              \n",
      "\u001b[32m  + krb5                     \u001b[00m      1.21.2  h659d440_0          conda-forge/linux-64                                  1MB\n",
      "\u001b[31m  - libarchive               \u001b[00m       3.5.2  hb890918_3          conda-forge                                              \n",
      "\u001b[32m  + libarchive               \u001b[00m       3.7.2  h039dbb9_0          conda-forge/linux-64                                866kB\n",
      "\u001b[31m  - libcurl                  \u001b[00m      7.86.0  h7bff187_0          conda-forge                                              \n",
      "\u001b[32m  + libcurl                  \u001b[00m       8.4.0  hca28451_0          conda-forge/linux-64                                386kB\n",
      "\u001b[31m  - libmamba                 \u001b[00m      0.27.0  h0dd8ff0_0          conda-forge                                              \n",
      "\u001b[32m  + libmamba                 \u001b[00m       1.5.3  had39da4_1          conda-forge/linux-64                                  2MB\n",
      "\u001b[31m  - libmambapy               \u001b[00m      0.27.0  py310hab0e683_0     conda-forge                                              \n",
      "\u001b[32m  + libmambapy               \u001b[00m       1.5.3  py310h39ff949_1     conda-forge/linux-64                                303kB\n",
      "\u001b[31m  - libnghttp2               \u001b[00m      1.47.0  hdcd2b5c_1          conda-forge                                              \n",
      "\u001b[32m  + libnghttp2               \u001b[00m      1.58.0  h47da74e_0          conda-forge/linux-64                                631kB\n",
      "\u001b[31m  - libssh2                  \u001b[00m      1.10.0  haa6b8db_3          conda-forge                                              \n",
      "\u001b[32m  + libssh2                  \u001b[00m      1.11.0  h0841786_0          conda-forge/linux-64                                271kB\n",
      "\u001b[31m  - libuuid                  \u001b[00m      2.32.1  h7f98852_1000       conda-forge                                              \n",
      "\u001b[32m  + libuuid                  \u001b[00m      2.38.1  h0b41bf4_0          conda-forge/linux-64                                 34kB\n",
      "\u001b[31m  - libxml2                  \u001b[00m      2.10.3  h7463322_0          conda-forge                                              \n",
      "\u001b[32m  + libxml2                  \u001b[00m      2.11.5  h232c23b_1          conda-forge/linux-64                                706kB\n",
      "\u001b[31m  - mamba                    \u001b[00m      0.27.0  py310hf87f941_0     conda-forge                                              \n",
      "\u001b[32m  + mamba                    \u001b[00m       1.5.3  py310h51d5547_1     conda-forge/linux-64                                 52kB\n",
      "\u001b[31m  - openssl                  \u001b[00m      1.1.1s  h7f8727e_0          mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main          \n",
      "\u001b[32m  + openssl                  \u001b[00m       3.1.4  hd590300_0          conda-forge/linux-64                                  3MB\n",
      "\u001b[31m  - packaging                \u001b[00m        21.3  pyhd3eb1b0_0        mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main          \n",
      "\u001b[32m  + packaging                \u001b[00m        23.2  pyhd8ed1ab_0        conda-forge/noarch                                   49kB\n",
      "\u001b[31m  - pyopenssl                \u001b[00m      22.1.0  pyhd8ed1ab_0        conda-forge                                              \n",
      "\u001b[32m  + pyopenssl                \u001b[00m      23.3.0  pyhd8ed1ab_0        conda-forge/noarch                                  127kB\n",
      "\u001b[31m  - yaml-cpp                 \u001b[00m       0.7.0  h27087fc_2          conda-forge                                              \n",
      "\u001b[32m  + yaml-cpp                 \u001b[00m       0.8.0  h59595ed_0          conda-forge/linux-64                                205kB\n",
      "\u001b[31m  - zstd                     \u001b[00m       1.5.2  h6239696_4          conda-forge                                              \n",
      "\u001b[32m  + zstd                     \u001b[00m       1.5.5  hfc55251_0          conda-forge/linux-64                                545kB\n",
      "\n",
      "  Summary:\n",
      "\n",
      "  Install: 69 packages\n",
      "  Change: 2 packages\n",
      "  Upgrade: 22 packages\n",
      "\n",
      "  Total download: 182MB\n",
      "\n",
      "──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────\n",
      "\n",
      "\u001b[?25l\u001b[2K\u001b[0G[+] 0.0s\n",
      "Downloading      \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   0.0 B                            0.0s\n",
      "Extracting       \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m       0                            0.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.1s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   0.0 B ca-certificates            0.0s\n",
      "Extracting       \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m       0                            0.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.2s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   0.0 B ca-certificates            0.1s\n",
      "Extracting       \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m       0                            0.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.3s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   0.0 B ca-certificates            0.2s\n",
      "Extracting       \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m       0                            0.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.4s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   0.0 B ca-certificates            0.3s\n",
      "Extracting       \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m       0                            0.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.5s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   0.0 B icu                        0.4s\n",
      "Extracting       \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m       0                            0.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.6s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   0.0 B icu                        0.5s\n",
      "Extracting       \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m       0                            0.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.7s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   0.0 B icu                        0.6s\n",
      "Extracting       \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m       0                            0.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.8s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m 499.0 B icu                        0.7s\n",
      "Extracting       \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m       0                            0.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.9s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m 130.6kB libuuid                    0.8s\n",
      "Extracting       \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m       0                            0.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibuuid                                             33.6kB @  35.2kB/s  1.0s\n",
      "xorg-libice                                         58.5kB @  60.1kB/s  1.0s\n",
      "[+] 1.0s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m 189.8kB ca-certificates            0.9s\n",
      "Extracting   (2) \u001b[90m━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━\u001b[0m       0 libuuid                    0.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.1s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m 455.9kB ca-certificates            1.0s\n",
      "Extracting   (2) \u001b[90m━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━\u001b[0m       0 libuuid                    0.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gca-certificates                                    149.5kB @ 132.2kB/s  1.1s\n",
      "[+] 1.2s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m 877.7kB icu                        1.1s\n",
      "Extracting   (3) \u001b[90m━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━\u001b[0m       0 libuuid                    0.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.3s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m 955.9kB icu                        1.2s\n",
      "Extracting   (3) \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m       0 libuuid                    0.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gpixman                                             385.3kB @ 295.5kB/s  1.3s\n",
      "libdeflate                                          67.1kB @  49.8kB/s  0.2s\n",
      "libpng                                             282.6kB @ 203.8kB/s  0.4s\n",
      "[+] 1.4s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   1.6MB icu                        1.3s\n",
      "Extracting   (6) \u001b[33m━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m       0 pixman                     0.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.5s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   1.6MB icu                        1.4s\n",
      "Extracting   (5) \u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m       1 pixman                     0.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibbrotlicommon                                     69.4kB @  45.7kB/s  0.2s\n",
      "xorg-xproto                                         74.9kB @  47.8kB/s  0.2s\n",
      "[+] 1.6s\n",
      "Downloading  (5) \u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━\u001b[0m   2.0MB libboost                   1.5s\n",
      "Extracting   (6) \u001b[33m━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m       2 pixman                     0.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.7s\n",
      "Downloading  (5) \u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━\u001b[0m   2.8MB libboost                   1.6s\n",
      "Extracting   (5) \u001b[33m━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m       3 pixman                     0.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.8s\n",
      "Downloading  (5) \u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━\u001b[0m   3.5MB libboost                   1.7s\n",
      "Extracting   (4) \u001b[33m━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m       4 xorg-xproto                0.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibxml2                                            705.5kB @ 385.1kB/s  0.4s\n",
      "[+] 1.9s\n",
      "Downloading  (5) \u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━\u001b[0m   5.4MB libboost                   1.8s\n",
      "Extracting   (4) ╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━\u001b[0m       5 xorg-xproto                0.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 2.0s\n",
      "Downloading  (5) \u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━\u001b[0m   6.7MB libbrotlidec               1.9s\n",
      "Extracting   (2) ╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━\u001b[0m       7 libpng                     1.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibbrotlidec                                        32.8kB @  16.0kB/s  0.2s\n",
      "pcre2                                                2.4MB @   1.2MB/s  1.1s\n",
      "[+] 2.1s\n",
      "Downloading  (5) ╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━\u001b[0m   9.2MB icu                        2.0s\n",
      "Extracting   (3) ╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━\u001b[0m       8 libbrotlidec               1.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 2.2s\n",
      "Downloading  (5) ╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━\u001b[0m  11.2MB icu                        2.1s\n",
      "Extracting   (2) ━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━\u001b[0m       9 libbrotlidec               1.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibboost                                             2.6MB @   1.2MB/s  0.7s\n",
      "[+] 2.3s\n",
      "Downloading  (5) ╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━\u001b[0m  14.1MB icu                        2.2s\n",
      "Extracting   (3) ━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━\u001b[0m       9 libbrotlidec               1.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibnghttp2                                         631.4kB @ 268.3kB/s  0.3s\n",
      "krb5                                                 1.4MB @ 582.6kB/s  0.3s\n",
      "libglib                                              2.7MB @   1.1MB/s  0.8s\n",
      "[+] 2.4s\n",
      "Downloading  (5) ━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━\u001b[0m  18.4MB icu                        2.3s\n",
      "Extracting   (6) ━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━\u001b[0m       9 libbrotlidec               1.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gopenjpeg                                           356.7kB @ 146.3kB/s  0.2s\n",
      "[+] 2.5s\n",
      "Downloading  (5) ━╸\u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m  20.4MB pillow                     2.4s\n",
      "Extracting   (6) ━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━\u001b[0m      10 krb5                       1.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Ggreenlet                                           206.4kB @  80.1kB/s  0.2s\n",
      "[+] 2.6s\n",
      "Downloading  (5) ━╸\u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m  22.1MB pillow                     2.5s\n",
      "Extracting   (7) ━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━\u001b[0m      10 krb5                       1.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gunicodedata2                                       374.1kB @ 143.0kB/s  0.3s\n",
      "zstandard                                          404.0kB @ 154.4kB/s  0.2s\n",
      "[+] 2.7s\n",
      "Downloading  (5) ━━╸\u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m  25.5MB pillow                     2.6s\n",
      "Extracting   (8) ━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━\u001b[0m      11 krb5                       1.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gicu                                                 12.1MB @   4.4MB/s  2.7s\n",
      "xorg-libxrender                                     37.8kB @  13.6kB/s  0.2s\n",
      "[+] 2.8s\n",
      "Downloading  (5) ━━╸\u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m  28.1MB pillow                     2.7s\n",
      "Extracting   (9) ━╸\u001b[33m━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━\u001b[0m      12 greenlet                   1.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 2.9s\n",
      "Downloading  (5) ━━╸\u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m  28.6MB truststore                 2.8s\n",
      "Extracting   (8) ━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━\u001b[0m      13 greenlet                   1.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gmunkres                                             12.5kB @   4.2kB/s  0.2s\n",
      "truststore                                          20.7kB @   6.9kB/s  0.2s\n",
      "[+] 3.0s\n",
      "Downloading  (5) ━━╸\u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m  29.3MB conda-package-streaming    2.9s\n",
      "Extracting   (7) ━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━\u001b[0m      15 icu                        2.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.1s\n",
      "Downloading  (5) ━━╸\u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m  29.3MB conda-package-streaming    3.0s\n",
      "Extracting   (5) ━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━\u001b[0m      18 icu                        2.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gpackaging                                           49.5kB @  15.6kB/s  0.2s\n",
      "[+] 3.2s\n",
      "Downloading  (5) ━━╸\u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m  31.4MB conda-package-streaming    3.1s\n",
      "Extracting   (6) ━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━\u001b[0m      18 icu                        2.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gconda-package-streaming                             19.2kB @   6.0kB/s  0.2s\n",
      "font-ttf-source-code-pro                           700.8kB @ 214.4kB/s  0.7s\n",
      "libmambapy                                         302.8kB @  92.2kB/s  0.7s\n",
      "[+] 3.3s\n",
      "Downloading  (5) ━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m  32.5MB cairo                      3.2s\n",
      "Extracting   (8) ━━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━\u001b[0m      19 icu                        2.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.4s\n",
      "Downloading  (5) ━━━╸\u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m  33.9MB cairo                      3.3s\n",
      "Extracting   (6) ━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━\u001b[0m      21 conda-package-streaming    2.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gtyping-extensions                                   10.1kB @   3.0kB/s  0.2s\n",
      "conda-libmamba-solver                               46.5kB @  13.3kB/s  0.2s\n",
      "[+] 3.5s\n",
      "Downloading  (5) ━━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m  36.8MB cairo                      3.4s\n",
      "Extracting   (6) ━━━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m      23 conda-package-streaming    2.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.6s\n",
      "Downloading  (5) ━━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m  36.8MB cairo                      3.5s\n",
      "Extracting   (5) ━━━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m      24 conda-libmamba-solver      2.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.7s\n",
      "Downloading  (5) ━━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m  37.2MB fonttools                  3.6s\n",
      "Extracting   (5) ━━━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m      24 conda-libmamba-solver      2.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gc-ares                                             121.7kB @  32.7kB/s  0.2s\n",
      "[+] 3.8s\n",
      "Downloading  (5) ━━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m  39.0MB fonttools                  3.7s\n",
      "Extracting   (6) ━━━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m      24 conda-libmamba-solver      2.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.9s\n",
      "Downloading  (5) ━━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m  39.8MB fonttools                  3.8s\n",
      "Extracting   (4) ━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m      26 c-ares                     2.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gxorg-xextproto                                      30.3kB @   7.7kB/s  0.2s\n",
      "[+] 4.0s\n",
      "Downloading  (5) ━━━━╸\u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m  41.1MB fonttools                  3.9s\n",
      "Extracting   (3) ━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m      28 c-ares                     3.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gfonttools                                            2.2MB @ 556.5kB/s  0.8s\n",
      "[+] 4.1s\n",
      "Downloading  (5) ━━━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m  42.7MB cairo                      4.0s\n",
      "Extracting   (3) ━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m      29 c-ares                     3.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.2s\n",
      "Downloading  (5) ━━━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m  43.3MB cairo                      4.1s\n",
      "Extracting   (3) ━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m      29 c-ares                     3.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibjpeg-turbo                                      496.4kB @ 117.6kB/s  0.3s\n",
      "xorg-libxau                                         14.5kB @   3.4kB/s  0.2s\n",
      "cairo                                              982.4kB @ 230.4kB/s  1.0s\n",
      "[+] 4.3s\n",
      "Downloading  (5) ━━━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m  45.3MB libtiff                    4.2s\n",
      "Extracting   (4) ━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m      31 cairo                      3.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.4s\n",
      "Downloading  (5) ━━━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m  47.0MB libtiff                    4.3s\n",
      "Extracting   (4) ━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m      31 cairo                      3.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.5s\n",
      "Downloading  (5) ━━━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m  47.0MB libtiff                    4.4s\n",
      "Extracting   (4) ━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m      31 cairo                      3.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gpthread-stubs                                        5.6kB @   1.2kB/s  0.3s\n",
      "reportlab                                            2.4MB @ 521.5kB/s  1.1s\n",
      "libtiff                                            277.5kB @  61.4kB/s  0.3s\n",
      "[+] 4.6s\n",
      "Downloading  (5) ━━━━╸\u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m  47.6MB fontconfig                 4.5s\n",
      "Extracting   (6) ━━━━━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m      32 cairo                      3.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.7s\n",
      "Downloading  (5) ━━━━╸\u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m  47.6MB fontconfig                 4.6s\n",
      "Extracting   (4) ━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m      34 libtiff                    3.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.8s\n",
      "Downloading  (5) ━━━━━╸\u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m  51.3MB fontconfig                 4.7s\n",
      "Extracting   (4) ━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m      34 libtiff                    3.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.9s\n",
      "Downloading  (5) ━━━━━╸\u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m  51.3MB fontconfig                 4.8s\n",
      "Extracting   (3) ━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m      35 libtiff                    3.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.0s\n",
      "Downloading  (5) ━━━━━╸\u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m  51.4MB openssl                    4.9s\n",
      "Extracting   (1) ━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m      37 libtiff                    4.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gfontconfig                                         272.0kB @  54.1kB/s  0.5s\n",
      "xorg-libx11                                        828.7kB @ 163.5kB/s  0.6s\n",
      "[+] 5.1s\n",
      "Downloading  (5) ━━━━━╸\u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m  53.8MB openssl                    5.0s\n",
      "Extracting   (2) ━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m      38 fontconfig                 4.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gopenssl                                              2.6MB @ 517.0kB/s  0.9s\n",
      "[+] 5.2s\n",
      "Downloading  (5) ━━━━━━╸\u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━\u001b[0m  58.7MB libboost-python            5.1s\n",
      "Extracting   (3) ━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m      38 fontconfig                 4.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibboost-python                                    119.1kB @  22.6kB/s  0.2s\n",
      "[+] 5.3s\n",
      "Downloading  (5) ━━━━━━╸\u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━\u001b[0m  59.7MB font-ttf-inconsolata       5.2s\n",
      "Extracting   (4) ━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m      38 fontconfig                 4.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.4s\n",
      "Downloading  (5) ━━━━━━╸\u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m  60.5MB font-ttf-inconsolata       5.3s\n",
      "Extracting   (4) ━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m      38 fontconfig                 4.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.5s\n",
      "Downloading  (5) ━━━━━━╸\u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m  60.5MB font-ttf-inconsolata       5.4s\n",
      "Extracting   (4) ━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m      38 libboost-python            4.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gfont-ttf-inconsolata                                96.5kB @  17.5kB/s  0.3s\n",
      "[+] 5.6s\n",
      "Downloading  (5) ━━━━━━╸\u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m  60.8MB cycler                     5.5s\n",
      "Extracting   (5) ━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m      38 libboost-python            4.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.7s\n",
      "Downloading  (5) ━━━━━━╸\u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m  62.2MB cycler                     5.6s\n",
      "Extracting   (4) ━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m      39 libboost-python            4.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibcurl                                            386.2kB @  67.7kB/s  0.6s\n",
      "cycler                                              13.5kB @   2.3kB/s  0.2s\n",
      "libmamba                                             1.7MB @ 286.7kB/s  0.6s\n",
      "[+] 5.8s\n",
      "Downloading  (5) ━━━━━━━╸\u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m  64.5MB archspec                   5.7s\n",
      "Extracting   (7) ━━━━━━━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m      39 libboost-python            4.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.9s\n",
      "Downloading  (5) ━━━━━━━╸\u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m  65.8MB archspec                   5.8s\n",
      "Extracting   (4) ━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m      42 cycler                     4.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Garchspec                                            42.3kB @   7.1kB/s  0.2s\n",
      "fonts-conda-ecosystem                                3.7kB @ 614.0 B/s  0.2s\n",
      "[+] 6.0s\n",
      "Downloading  (5) ━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━\u001b[0m  68.3MB mamba                      5.9s\n",
      "Extracting   (6) ━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m      42 cycler                     5.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.1s\n",
      "Downloading  (5) ━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━\u001b[0m  68.3MB mamba                      6.0s\n",
      "Extracting   (4) ━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m      44 cycler                     5.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gmamba                                               51.6kB @   8.3kB/s  0.2s\n",
      "[+] 6.2s\n",
      "Downloading  (5) ━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━\u001b[0m  68.7MB matplotlib-base            6.1s\n",
      "Extracting   (5) ━━━━━━━━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m      44 cycler                     5.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.3s\n",
      "Downloading  (5) ━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━\u001b[0m  68.7MB matplotlib-base            6.2s\n",
      "Extracting   (5) ━━━━━━━━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m      44 fonts-conda-ecosystem      5.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.4s\n",
      "Downloading  (5) ━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━\u001b[0m  68.7MB matplotlib-base            6.3s\n",
      "Extracting   (5) ━━━━━━━━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m      44 fonts-conda-ecosystem      5.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.5s\n",
      "Downloading  (5) ━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━\u001b[0m  69.1MB matplotlib-base            6.4s\n",
      "Extracting   (3) ━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m      46 fonts-conda-ecosystem      5.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.6s\n",
      "Downloading  (5) ━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━\u001b[0m  69.1MB pillow                     6.5s\n",
      "Extracting       ━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━\u001b[0m      49                            5.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gzstd                                               545.2kB @  81.5kB/s  0.5s\n",
      "[+] 6.7s\n",
      "Downloading  (5) ━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━\u001b[0m  69.9MB pillow                     6.6s\n",
      "Extracting   (1) ━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m      49 zstd                       5.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gpyopenssl                                          127.1kB @  19.0kB/s  1.0s\n",
      "[+] 6.8s\n",
      "Downloading  (5) ━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━\u001b[0m  76.2MB pillow                     6.7s\n",
      "Extracting   (2) ━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m      49 zstd                       5.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.9s\n",
      "Downloading  (5) ━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━\u001b[0m  76.5MB pillow                     6.8s\n",
      "Extracting   (2) ━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m      49 zstd                       5.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gxorg-renderproto                                     9.6kB @   1.4kB/s  0.2s\n",
      "[+] 7.0s\n",
      "Downloading  (5) ━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━\u001b[0m  78.8MB python                     6.9s\n",
      "Extracting   (3) ━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m      49 zstd                       5.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.1s\n",
      "Downloading  (5) ━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━\u001b[0m  81.1MB python                     7.0s\n",
      "Extracting   (3) ━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m      49 pyopenssl                  6.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gxorg-libsm                                          27.4kB @   3.8kB/s  0.2s\n",
      "[+] 7.2s\n",
      "Downloading  (5) ━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━\u001b[0m  83.5MB python                     7.1s\n",
      "Extracting   (2) ━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      51 xorg-libsm                 6.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.3s\n",
      "Downloading  (5) ━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━\u001b[0m  83.5MB python                     7.2s\n",
      "Extracting   (2) ━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      51 xorg-libsm                 6.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.4s\n",
      "Downloading  (5) ━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━\u001b[0m  83.5MB gettext                    7.3s\n",
      "Extracting   (1) ━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      52 xorg-libsm                 6.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.5s\n",
      "Downloading  (5) ━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━\u001b[0m  84.7MB gettext                    7.4s\n",
      "Extracting   (1) ━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      52 xorg-libsm                 6.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.6s\n",
      "Downloading  (5) ━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━\u001b[0m  84.7MB gettext                    7.5s\n",
      "Extracting       ━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━\u001b[0m      53                            6.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.7s\n",
      "Downloading  (5) ━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━\u001b[0m  84.9MB gettext                    7.6s\n",
      "Extracting       ━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━\u001b[0m      53                            6.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.8s\n",
      "Downloading  (5) ━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━\u001b[0m  85.0MB libbrotlienc               7.7s\n",
      "Extracting       ━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━\u001b[0m      53                            6.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibbrotlienc                                       282.5kB @  36.0kB/s  0.7s\n",
      "[+] 7.9s\n",
      "Downloading  (5) ━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━\u001b[0m  86.2MB gettext                    7.8s\n",
      "Extracting   (1) ━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      53 libbrotlienc               6.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 8.0s\n",
      "Downloading  (5) ━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━\u001b[0m  86.6MB gettext                    7.9s\n",
      "Extracting   (1) ━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      53 libbrotlienc               6.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 8.1s\n",
      "Downloading  (5) ━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━\u001b[0m  88.1MB gettext                    8.0s\n",
      "Extracting   (1) ━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      53 libbrotlienc               6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Ggettext                                              4.3MB @ 528.9kB/s  1.5s\n",
      "[+] 8.2s\n",
      "Downloading  (5) ━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━\u001b[0m  95.3MB kiwisolver                 8.1s\n",
      "Extracting   (1) ━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      54 gettext                    6.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 8.3s\n",
      "Downloading  (5) ━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━\u001b[0m  95.6MB kiwisolver                 8.2s\n",
      "Extracting   (1) ━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      54 gettext                    6.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gkiwisolver                                          73.1kB @   8.7kB/s  0.2s\n",
      "[+] 8.4s\n",
      "Downloading  (5) ━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━\u001b[0m  97.2MB cryptography               8.3s\n",
      "Extracting   (2) ━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      54 gettext                    7.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 8.5s\n",
      "Downloading  (5) ━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━\u001b[0m  98.2MB cryptography               8.4s\n",
      "Extracting   (2) ━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      54 gettext                    7.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 8.6s\n",
      "Downloading  (5) ━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━\u001b[0m 100.1MB cryptography               8.5s\n",
      "Extracting   (2) ━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      54 kiwisolver                 7.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 8.7s\n",
      "Downloading  (5) ━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━\u001b[0m 102.2MB cryptography               8.6s\n",
      "Extracting   (2) ━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      54 kiwisolver                 7.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 8.8s\n",
      "Downloading  (5) ━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━\u001b[0m 102.2MB libarchive                 8.7s\n",
      "Extracting   (1) ━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      55 gettext                    7.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 8.9s\n",
      "Downloading  (5) ━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━\u001b[0m 102.4MB libarchive                 8.8s\n",
      "Extracting   (1) ━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      55 gettext                    7.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibarchive                                         865.9kB @  96.7kB/s  1.1s\n",
      "[+] 9.0s\n",
      "Downloading  (5) ━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━\u001b[0m 102.5MB cryptography               8.9s\n",
      "Extracting   (2) ━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m      55 gettext                    7.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 9.1s\n",
      "Downloading  (5) ━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━\u001b[0m 106.0MB cryptography               9.0s\n",
      "Extracting   (2) ━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m      55 gettext                    7.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 9.2s\n",
      "Downloading  (5) ━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━\u001b[0m 107.6MB cryptography               9.1s\n",
      "Extracting   (2) ━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m      55 libarchive                 7.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 9.3s\n",
      "Downloading  (5) ━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━\u001b[0m 107.6MB cryptography               9.2s\n",
      "Extracting   (1) ━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m      56 libarchive                 7.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 9.4s\n",
      "Downloading  (5) ━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━\u001b[0m 109.2MB hdf5                       9.3s\n",
      "Extracting       ━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━\u001b[0m      57                            8.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 9.5s\n",
      "Downloading  (5) ━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━\u001b[0m 109.3MB hdf5                       9.4s\n",
      "Extracting       ━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━\u001b[0m      57                            8.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 9.6s\n",
      "Downloading  (5) ━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━\u001b[0m 110.9MB hdf5                       9.5s\n",
      "Extracting       ━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━\u001b[0m      57                            8.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 9.7s\n",
      "Downloading  (5) ━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━\u001b[0m 112.4MB hdf5                       9.6s\n",
      "Extracting       ━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━\u001b[0m      57                            8.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gmatplotlib-base                                      6.8MB @ 695.9kB/s  3.8s\n",
      "[+] 9.8s\n",
      "Downloading  (5) ━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━\u001b[0m 116.0MB pillow                     9.7s\n",
      "Extracting   (1) ━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m      57 matplotlib-base            8.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 9.9s\n",
      "Downloading  (5) ━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━\u001b[0m 117.2MB pillow                     9.8s\n",
      "Extracting   (1) ━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m      57 matplotlib-base            8.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gtyping_extensions                                   35.1kB @   3.5kB/s  0.2s\n",
      "[+] 10.0s\n",
      "Downloading  (5) ━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━\u001b[0m 118.4MB pillow                     9.9s\n",
      "Extracting   (2) ━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m      57 matplotlib-base            8.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gcryptography                                         2.0MB @ 196.3kB/s  1.7s\n",
      "[+] 10.1s\n",
      "Downloading  (5) ━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━\u001b[0m 119.6MB pillow                    10.0s\n",
      "Extracting   (3) ━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m      57 matplotlib-base            8.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 10.2s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━\u001b[0m 120.7MB python                    10.1s\n",
      "Extracting   (3) ━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m      57 typing_extensions          8.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gcertifi                                            153.8kB @  15.0kB/s  0.3s\n",
      "[+] 10.3s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━\u001b[0m 122.0MB python                    10.2s\n",
      "Extracting   (3) ━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━\u001b[0m      58 typing_extensions          8.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gconda-package-handling                             255.1kB @  24.8kB/s  0.2s\n",
      "[+] 10.4s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━\u001b[0m 123.4MB python                    10.3s\n",
      "Extracting   (3) ━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━\u001b[0m      59 certifi                    8.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gpycairo                                            116.2kB @  11.1kB/s  0.3s\n",
      "[+] 10.5s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━\u001b[0m 124.7MB python                    10.4s\n",
      "Extracting   (4) ━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━\u001b[0m      59 certifi                    8.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 10.6s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━\u001b[0m 125.9MB fmt                       10.5s\n",
      "Extracting   (2) ━━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━\u001b[0m      61 conda-package-handling     8.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 10.7s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━\u001b[0m 127.1MB fmt                       10.6s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━\u001b[0m      62 pycairo                    8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 10.8s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━\u001b[0m 128.4MB fmt                       10.7s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━\u001b[0m      62 pycairo                    9.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glerc                                               281.8kB @  26.0kB/s  0.3s\n",
      "[+] 10.9s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━\u001b[0m 129.7MB fmt                       10.8s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━\u001b[0m      63 lerc                       9.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 11.0s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━\u001b[0m 130.9MB hdf5                      10.9s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━\u001b[0m      63 lerc                       9.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gxorg-libxdmcp                                       19.1kB @   1.7kB/s  0.2s\n",
      "fmt                                                192.3kB @  17.3kB/s  0.8s\n",
      "[+] 11.1s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━\u001b[0m 132.1MB hdf5                      11.0s\n",
      "Extracting   (3) ━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m      63 lerc                       9.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gpillow                                              46.4MB @   4.2MB/s  8.7s\n",
      "[+] 11.2s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━\u001b[0m 133.3MB hdf5                      11.1s\n",
      "Extracting   (4) ━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m      63 lerc                       9.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 11.3s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━\u001b[0m 134.1MB hdf5                      11.2s\n",
      "Extracting   (3) ━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m      64 fmt                        9.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gbrotli-bin                                          19.0kB @   1.7kB/s  0.2s\n",
      "brotli                                              19.4kB @   1.7kB/s  0.2s\n",
      "[+] 11.4s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 135.1MB jsonpatch                 11.3s\n",
      "Extracting   (5) ━━━━━━━━━━━━━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━\u001b[0m      64 fmt                        9.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibxcb                                             384.2kB @  33.7kB/s  0.4s\n",
      "hdf5                                                 3.7MB @ 325.5kB/s  2.5s\n",
      "python                                              30.4MB @   2.7MB/s  7.0s\n",
      "[+] 11.5s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 135.8MB jsonpatch                 11.4s\n",
      "Extracting   (7) ━━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━\u001b[0m      65 fmt                        9.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gjsonpatch                                           17.4kB @   1.5kB/s  0.2s\n",
      "[+] 11.6s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 137.4MB conda                     11.5s\n",
      "Extracting   (8) ━━━━━━━━━━━━━━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━\u001b[0m      65 fmt                        9.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gxorg-kbproto                                        27.3kB @   2.3kB/s  0.2s\n",
      "[+] 11.7s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 137.6MB conda                     11.6s\n",
      "Extracting   (8) ━━━━━━━━━━━━━━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━\u001b[0m      66 brotli                     9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gfont-ttf-ubuntu                                      2.0MB @ 167.5kB/s  0.4s\n",
      "yaml-cpp                                           204.9kB @  17.4kB/s  0.3s\n",
      "[+] 11.8s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 138.4MB conda                     11.7s\n",
      "Extracting   (9) ━━━━━━━━━━━━━━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━\u001b[0m      67 brotli                    10.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibssh2                                            271.1kB @  22.9kB/s  0.3s\n",
      "jsonpointer                                         16.2kB @   1.4kB/s  0.2s\n",
      "[+] 11.9s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 139.0MB conda                     11.8s\n",
      "Extracting  (11) ━━━━━━━━━━━━━━━╸\u001b[33m━━━╸\u001b[0m\u001b[90m━━━\u001b[0m      67 brotli                    10.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gfreetype-py                                         58.9kB @   4.9kB/s  0.2s\n",
      "conda                                              968.8kB @  80.9kB/s  0.6s\n",
      "[+] 12.0s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 139.4MB expat                     11.9s\n",
      "Extracting  (13) ━━━━━━━━━━━━━━━╸\u001b[33m━━━╸\u001b[0m\u001b[90m━━━\u001b[0m      67 brotli                    10.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 12.1s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 139.5MB expat                     12.0s\n",
      "Extracting  (12) ━━━━━━━━━━━━━━━╸\u001b[33m━━━╸\u001b[0m\u001b[90m━━━\u001b[0m      68 conda                     10.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibexpat                                            78.0kB @   6.4kB/s  0.2s\n",
      "xorg-libxext                                        50.1kB @   4.1kB/s  0.2s\n",
      "expat                                              136.8kB @  11.3kB/s  0.3s\n",
      "fonts-conda-forge                                    4.1kB @ 336.0 B/s  0.2s\n",
      "[+] 12.2s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 140.0MB contourpy                 12.1s\n",
      "Extracting  (15) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━╸\u001b[0m\u001b[90m━━\u001b[0m      69 conda                     10.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 12.3s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 140.2MB contourpy                 12.2s\n",
      "Extracting  (15) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━╸\u001b[0m\u001b[90m━━\u001b[0m      69 conda                     10.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Grlpycairo                                           14.9kB @   1.2kB/s  0.2s\n",
      "contourpy                                          238.9kB @  19.3kB/s  0.2s\n",
      "[+] 12.4s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 140.9MB boltons                   12.3s\n",
      "Extracting  (17) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━╸\u001b[0m\u001b[90m━\u001b[0m      69 conda                     10.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibwebp-base                                       401.8kB @  32.4kB/s  0.3s\n",
      "lcms2                                              240.6kB @  19.3kB/s  0.3s\n",
      "[+] 12.5s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 141.5MB boltons                   12.4s\n",
      "Extracting  (18) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━╸\u001b[0m\u001b[90m━\u001b[0m      70 contourpy                 10.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 12.6s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 141.6MB boltons                   12.5s\n",
      "Extracting  (18) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━╸\u001b[0m\u001b[90m━\u001b[0m      70 contourpy                 10.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 12.7s\n",
      "Downloading  (5) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 143.4MB boltons                   12.6s\n",
      "Extracting  (16) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━╸\u001b[0m\u001b[90m━\u001b[0m      72 contourpy                 10.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gboltons                                            302.8kB @  23.8kB/s  0.4s\n",
      "freetype                                           635.0kB @  49.8kB/s  0.4s\n",
      "[+] 12.8s\n",
      "Downloading  (3) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 144.3MB font-ttf-dejavu-sans-mono 12.7s\n",
      "Extracting  (18) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m      72 contourpy                 11.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gfont-ttf-dejavu-sans-mono                          397.4kB @  31.0kB/s  0.3s\n",
      "[+] 12.9s\n",
      "Downloading  (2) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 145.3MB rdkit                     12.8s\n",
      "Extracting  (18) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m      73 expat                     11.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 13.0s\n",
      "Downloading  (2) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 146.1MB rdkit                     12.9s\n",
      "Extracting  (17) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m      74 expat                     11.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 13.1s\n",
      "Downloading  (2) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 147.0MB rdkit                     13.0s\n",
      "Extracting  (16) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m      75 expat                     11.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gsqlalchemy                                           2.8MB @ 213.7kB/s  1.4s\n",
      "[+] 13.2s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 147.9MB rdkit                     13.1s\n",
      "Extracting  (16) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m      76 expat                     11.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 13.3s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 148.5MB rdkit                     13.2s\n",
      "Extracting  (11) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      81 conda                     11.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 13.4s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 148.5MB rdkit                     13.3s\n",
      "Extracting  (11) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      81 conda                     11.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 13.5s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 148.7MB rdkit                     13.4s\n",
      "Extracting   (9) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      83 conda                     11.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 13.6s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 148.7MB rdkit                     13.5s\n",
      "Extracting   (9) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      83 conda                     11.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 13.7s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 148.7MB rdkit                     13.6s\n",
      "Extracting   (6) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m      86 contourpy                 11.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 13.8s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 149.2MB rdkit                     13.7s\n",
      "Extracting   (5) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m      87 contourpy                 12.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 13.9s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 149.8MB rdkit                     13.8s\n",
      "Extracting   (2) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      90 fonts-conda-forge         12.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 14.0s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 150.3MB rdkit                     13.9s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    12.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 14.1s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 150.9MB rdkit                     14.0s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    12.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 14.2s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 151.4MB rdkit                     14.1s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    12.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 14.3s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 151.9MB rdkit                     14.2s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    12.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 14.4s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 152.5MB rdkit                     14.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    12.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 14.5s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 153.0MB rdkit                     14.4s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    12.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 14.6s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 153.6MB rdkit                     14.5s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    12.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 14.7s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 154.1MB rdkit                     14.6s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    12.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 14.8s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 154.4MB rdkit                     14.7s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    13.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 14.9s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 155.0MB rdkit                     14.8s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    13.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 15.0s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 155.5MB rdkit                     14.9s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    13.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 15.1s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 156.0MB rdkit                     15.0s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    13.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 15.2s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 156.6MB rdkit                     15.1s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    13.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 15.3s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 157.1MB rdkit                     15.2s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    13.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 15.4s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 157.7MB rdkit                     15.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    13.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 15.5s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 158.2MB rdkit                     15.4s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    13.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 15.6s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 158.8MB rdkit                     15.5s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    13.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 15.7s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 159.3MB rdkit                     15.6s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    13.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 15.8s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 159.8MB rdkit                     15.7s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    14.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 15.9s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 160.4MB rdkit                     15.8s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    14.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 16.0s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 160.9MB rdkit                     15.9s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    14.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 16.1s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 161.5MB rdkit                     16.0s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    14.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 16.2s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 162.0MB rdkit                     16.1s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      91 python                    14.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 16.3s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 162.6MB rdkit                     16.2s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 16.4s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 163.1MB rdkit                     16.3s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 16.5s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 163.7MB rdkit                     16.4s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 16.6s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 164.2MB rdkit                     16.5s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 16.7s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 164.8MB rdkit                     16.6s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 16.8s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 165.3MB rdkit                     16.7s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 16.9s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 165.9MB rdkit                     16.8s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 17.0s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 166.4MB rdkit                     16.9s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 17.1s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 167.0MB rdkit                     17.0s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 17.2s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m 167.7MB rdkit                     17.1s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 17.3s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m 168.4MB rdkit                     17.2s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 17.4s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m 169.1MB rdkit                     17.3s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 17.5s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m 170.0MB rdkit                     17.4s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 17.6s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m 170.9MB rdkit                     17.5s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 17.7s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m 171.8MB rdkit                     17.6s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 17.8s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m 172.9MB rdkit                     17.7s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 17.9s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m 173.7MB rdkit                     17.8s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 18.0s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m 174.7MB rdkit                     17.9s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 18.1s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m 175.7MB rdkit                     18.0s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 18.2s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m 176.8MB rdkit                     18.1s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 18.3s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m 177.8MB rdkit                     18.2s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 18.4s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m 178.8MB rdkit                     18.3s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 18.5s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m 179.8MB rdkit                     18.4s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 18.6s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m 180.9MB rdkit                     18.5s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92                           14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Grdkit                                               37.1MB @   2.0MB/s  6.3s\n",
      "[+] 18.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 181.8MB                           18.6s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92 rdkit                     14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 18.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 181.8MB                           18.6s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92 rdkit                     14.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 18.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 181.8MB                           18.6s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92 rdkit                     14.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 19.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 181.8MB                           18.6s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92 rdkit                     14.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 19.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 181.8MB                           18.6s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92 rdkit                     14.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 19.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 181.8MB                           18.6s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92 rdkit                     15.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 19.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 181.8MB                           18.6s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92 rdkit                     15.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 19.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 181.8MB                           18.6s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92 rdkit                     15.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 19.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 181.8MB                           18.6s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92 rdkit                     15.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 19.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 181.8MB                           18.6s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      92 rdkit                     15.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G\u001b[?25h\n",
      "Downloading and Extracting Packages\n",
      "\n",
      "Preparing transaction: done\n",
      "Verifying transaction: done\n",
      "Executing transaction: done\n",
      "Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple\n",
      "Collecting parmed\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/5b/48/d94bf10284cac3daaecdeaa856fcdb5def06c5187d8c0431266b8805ff9d/ParmEd-4.2.2.tar.gz (20.2 MB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m20.2/20.2 MB\u001b[0m \u001b[31m29.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m00:01\u001b[0m\n",
      "\u001b[?25h  Preparing metadata (setup.py) ... \u001b[?25ldone\n",
      "\u001b[?25hRequirement already satisfied: mdtraj in /opt/mamba/lib/python3.10/site-packages (1.9.7)\n",
      "Requirement already satisfied: pymbar in /opt/mamba/lib/python3.10/site-packages (4.0.1)\n",
      "Requirement already satisfied: networkx in /opt/mamba/lib/python3.10/site-packages (3.2.1)\n",
      "Requirement already satisfied: astunparse in /opt/mamba/lib/python3.10/site-packages (from mdtraj) (1.6.3)\n",
      "Requirement already satisfied: pyparsing in /opt/mamba/lib/python3.10/site-packages (from mdtraj) (3.0.9)\n",
      "Requirement already satisfied: scipy in /opt/mamba/lib/python3.10/site-packages (from mdtraj) (1.9.3)\n",
      "Requirement already satisfied: numpy>=1.6 in /opt/mamba/lib/python3.10/site-packages (from mdtraj) (1.23.4)\n",
      "Requirement already satisfied: jaxlib in /opt/mamba/lib/python3.10/site-packages (from pymbar) (0.3.15+cuda11.cudnn82)\n",
      "Requirement already satisfied: numexpr in /opt/mamba/lib/python3.10/site-packages (from pymbar) (2.8.4)\n",
      "Requirement already satisfied: jax in /opt/mamba/lib/python3.10/site-packages (from pymbar) (0.3.17)\n",
      "Requirement already satisfied: wheel<1.0,>=0.23.0 in /opt/mamba/lib/python3.10/site-packages (from astunparse->mdtraj) (0.37.1)\n",
      "Requirement already satisfied: six<2.0,>=1.6.1 in /opt/mamba/lib/python3.10/site-packages (from astunparse->mdtraj) (1.16.0)\n",
      "Requirement already satisfied: etils[epath] in /opt/mamba/lib/python3.10/site-packages (from jax->pymbar) (0.9.0)\n",
      "Requirement already satisfied: typing-extensions in /opt/mamba/lib/python3.10/site-packages (from jax->pymbar) (4.8.0)\n",
      "Requirement already satisfied: absl-py in /opt/mamba/lib/python3.10/site-packages (from jax->pymbar) (1.3.0)\n",
      "Requirement already satisfied: opt-einsum in /opt/mamba/lib/python3.10/site-packages (from jax->pymbar) (3.3.0)\n",
      "Requirement already satisfied: zipp in /opt/mamba/lib/python3.10/site-packages (from etils[epath]->jax->pymbar) (3.10.0)\n",
      "Requirement already satisfied: importlib_resources in /opt/mamba/lib/python3.10/site-packages (from etils[epath]->jax->pymbar) (5.10.0)\n",
      "Building wheels for collected packages: parmed\n",
      "  Building wheel for parmed (setup.py) ... \u001b[?25ldone\n",
      "\u001b[?25h  Created wheel for parmed: filename=ParmEd-4.2.2-cp310-cp310-linux_x86_64.whl size=19199927 sha256=9a99ceb4ee4b01a9311bc2d233af89b88dc3ec19cdef4e3af55199c54d85db6c\n",
      "  Stored in directory: /root/.cache/pip/wheels/69/fc/4b/be5259741ac3c58269f1c8f6db8ce9e3a492319611ed0017ae\n",
      "Successfully built parmed\n",
      "Installing collected packages: parmed\n",
      "Successfully installed parmed-4.2.2\n",
      "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n",
      "\u001b[0m"
     ]
    }
   ],
   "source": [
    "! mamba install openmm=7.7.0 rdkit -c conda-forge -y\n",
    "! pip install parmed mdtraj pymbar networkx"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "59a45a2a-a1db-4261-b94a-1180199fc85a",
   "metadata": {},
   "source": [
    "## 1. ADMPQeqForce"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "01ac23a0-0af1-41e2-b878-b80ad897bc86",
   "metadata": {},
   "source": [
    "ADMPQeqForce provides a support to coulombic energy calculation for constant potential model and constant charge model. Net charges on all atoms were equilibrated at setted constraint first, then charge related energys were carried out next.\n",
    "\n",
    "You can directly run the test:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "e81f8cbf-1024-45bc-92e2-559d4aaf02f2",
   "metadata": {},
   "outputs": [],
   "source": [
    "run DMFF/tests/test_admp/test_qeq.py"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "76e0a6d0-e1f7-4d4c-bd43-6e13047c7273",
   "metadata": {},
   "source": [
    "And we will provide a more detailed explanation as follows"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "47a2b80b-3320-46a0-bb64-8ba0cf7d220b",
   "metadata": {},
   "source": [
    "### Import the necessary libraries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "3b039276-dd47-4072-a6af-360237cd05bf",
   "metadata": {},
   "outputs": [],
   "source": [
    "import openmm.app as app\n",
    "import openmm.unit as unit\n",
    "from dmff.api import Hamiltonian\n",
    "from dmff.api import DMFFTopology\n",
    "from dmff.api.xmlio import XMLIO\n",
    "from dmff import NeighborList\n",
    "import jax\n",
    "from jax import value_and_grad\n",
    "import jax.numpy as jnp\n",
    "import numpy as np\n",
    "import time\n",
    "import pickle\n",
    "import sys"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "96762867-f1d2-4e08-9e10-5afa66eb72f2",
   "metadata": {},
   "source": [
    "### Load your force field"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "0c828d89-e4b1-4848-a68f-d7c5ebdd216c",
   "metadata": {},
   "outputs": [],
   "source": [
    "xml = XMLIO()\n",
    "xml.loadXML(\"DMFF/tests/data/qeq2.xml\")\n",
    "\n",
    "# get residues\n",
    "res = xml.parseResidues()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "13a18793-c124-400a-9071-fe2fe10eaff9",
   "metadata": {},
   "source": [
    "For information about the force field file, please refer to the user guide, which contains detailed explanations.\n",
    "### Initialize the charge and type of each atom and aux"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "0a3952b0-5756-44cc-b9a1-7d92d5fb4cb6",
   "metadata": {},
   "outputs": [],
   "source": [
    "charges, types = [], []\n",
    "for i in range(len(res)):\n",
    "    charges += [a[\"charge\"] for a in res[i][\"particles\"]]\n",
    "    types += [a[\"type\"] for a in res[i][\"particles\"]]\n",
    "charges = np.zeros((len(charges),))\n",
    "\n",
    "# initialize aux\n",
    "aux = {\n",
    "    \"q\": jnp.array(charges),\n",
    "     \"lagmt\": jnp.array([1.0, 1.0])\n",
    "    #\"lagmt\": jnp.array([1.0])\n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3f8b891b-832e-4b4d-9ca1-3a6b898d48a1",
   "metadata": {},
   "source": [
    "### Load the topological information and supplement it"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "45217801-ff92-4d5d-b8b1-3162ba4279da",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Load topology\n",
    "pdb = app.PDBFile(\"DMFF/tests/data/qeq2.pdb\")\n",
    "dmfftop = DMFFTopology(from_top=pdb.topology)\n",
    "pos = pdb.getPositions(asNumpy=True).value_in_unit(unit.nanometer)\n",
    "pos = jnp.array(pos)\n",
    "box = dmfftop.getPeriodicBoxVectors()\n",
    "\n",
    "# Assign atom charges and types in te topology\n",
    "atoms = [a for a in dmfftop.atoms()]\n",
    "for na, a in enumerate(atoms):\n",
    "    a.meta[\"charge\"] = charges[na]\n",
    "    a.meta[\"type\"] = types[na]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cdcde6a1-bb19-460c-bf15-543e0c7f35cd",
   "metadata": {},
   "source": [
    "### Preparation for potential function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "7c01f458-4c79-4e59-888f-13f776e634d4",
   "metadata": {},
   "outputs": [],
   "source": [
    "# create Hamiltonian\n",
    "hamilt = Hamiltonian(\"DMFF/tests/data/qeq2.xml\")\n",
    "\n",
    "# create neighborlist & pairs\n",
    "nblist = NeighborList(box, 0.6, dmfftop.buildCovMat())\n",
    "pairs = nblist.allocate(pos)         \n",
    "\n",
    "# initialize const_list\n",
    "const_list, map_atomtype = [], []\n",
    "for i in dmfftop.residues():\n",
    "    temp = []\n",
    "    for j in i.atoms():\n",
    "        temp.append(int(j.id)-1)\n",
    "    const_list.append(np.array(temp))\n",
    "\n",
    "# create map_atomtype\n",
    "for i in dmfftop.atoms():\n",
    "    map_atomtype.append(int(i.meta[\"type\"])-1)    #temp set\n",
    "\n",
    "# assign const_val\n",
    "n_template = len(const_list)\n",
    "const_val = jnp.zeros(n_template)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b3843624-aa9e-4049-b21e-8ffb200e0f6c",
   "metadata": {},
   "source": [
    "### Create potential function and Calculate the energy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "64315715-db77-487f-b6c0-3e340085b774",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "energy: 4817.286675 kj/mol\n",
      "{'q': DeviceArray([-2.99605719e-04, -3.40972179e-04, -4.91927203e-04,\n",
      "             -7.57415141e-04, -9.72305199e-04, -9.04476306e-04,\n",
      "             -6.19403852e-04, -3.18511669e-04, -4.14033308e-04,\n",
      "             -5.08883423e-04, -5.64320831e-04, -5.92336096e-04,\n",
      "             -4.59863367e-04, -5.31103425e-04, -3.93029108e-04,\n",
      "             -4.28646761e-04, -2.86954295e-04, -3.30793706e-04,\n",
      "             -3.17696799e-04, -3.50221376e-04, -2.77981466e-04,\n",
      "             -3.21483470e-04, -2.96629949e-04, -3.72879359e-04,\n",
      "             -3.51565779e-04, -4.66407859e-04, -5.10171801e-04,\n",
      "              3.04087838e-04, -3.70321220e-03,  3.20495493e-04,\n",
      "             -9.18942861e-04, -3.34922291e-04, -4.97683690e-04,\n",
      "             -3.47713379e-04, -3.55104058e-04, -2.89328710e-04,\n",
      "             -3.24275491e-04, -2.80456324e-04, -3.02740626e-04,\n",
      "             -2.75075995e-04, -2.91228744e-04, -2.70938814e-04,\n",
      "             -4.46974131e-04, -2.97128120e-04, -8.78905378e-04,\n",
      "              2.95142992e-03, -3.88588557e-02,  1.29549998e-02,\n",
      "             -3.83818161e-02,  3.31452051e-03, -3.74277838e-03,\n",
      "              1.69146046e-04, -5.05571766e-04, -3.41280745e-04,\n",
      "             -2.96877554e-04, -3.50184751e-04, -2.80700753e-04,\n",
      "             -3.08958051e-04, -2.75486154e-04, -2.53472624e-04,\n",
      "             -4.13053343e-04,  2.50543320e-04, -3.94790845e-03,\n",
      "              3.08837051e-03, -3.81956267e-02,  9.60634373e-02,\n",
      "              9.68818582e-02, -3.62979638e-02,  3.29579664e-03,\n",
      "             -1.02522463e-03, -4.53547548e-04, -5.09515948e-04,\n",
      "             -3.07122995e-04, -3.81540204e-04, -2.97175528e-04,\n",
      "             -3.59608561e-04, -2.77417496e-04, -2.72418702e-04,\n",
      "             -2.30206122e-04, -7.13972582e-04,  5.07442477e-04,\n",
      "             -3.56837088e-03,  1.48526525e-02, -3.69820579e-02,\n",
      "              9.79521879e-02, -4.11810695e-02,  1.16109691e-02,\n",
      "             -6.61601264e-03, -1.50696486e-04, -1.15772010e-03,\n",
      "             -5.52013847e-04, -3.42282836e-04, -5.04247185e-04,\n",
      "             -3.06268072e-04, -3.79429085e-04, -2.97021154e-04,\n",
      "             -2.68281704e-04, -3.63524282e-04, -2.26827694e-04,\n",
      "             -4.84749988e-04,  4.63586556e-04, -1.14723757e-03,\n",
      "              2.12659981e-03, -7.30877030e-03, -6.49662707e-03,\n",
      "             -6.09779870e-03, -3.32921379e-03, -1.63993637e-03,\n",
      "             -1.04092695e-03, -6.96354733e-04, -3.47717779e-04,\n",
      "             -5.12611257e-04, -3.22951316e-04, -4.07471526e-04,\n",
      "             -2.99612167e-04, -3.28875625e-04, -3.16545100e-04,\n",
      "             -3.53711007e-04, -4.15631694e-04, -5.04555443e-04,\n",
      "             -9.22541839e-04, -1.29533806e-03, -1.85409182e-03,\n",
      "             -2.33100318e-03, -2.61057252e-03, -1.54778026e-03,\n",
      "             -1.42172801e-03, -7.52259682e-04, -6.57063416e-04,\n",
      "             -3.36476383e-04, -4.57009550e-04, -3.20344580e-04,\n",
      "             -3.97260729e-04, -3.11855166e-04, -3.26788820e-04,\n",
      "             -3.32597288e-04, -3.68762724e-04, -4.01437776e-04,\n",
      "             -5.80259620e-04, -8.87751823e-04, -9.34733571e-04,\n",
      "             -6.93458239e-04, -4.85308224e-04, -1.23620433e-02,\n",
      "             -9.20549199e-01,  4.60306706e-01,  4.60242494e-01],            dtype=float64), 'lagmt': DeviceArray([ -574.30738132, -1398.09352793], dtype=float64)}\n"
     ]
    }
   ],
   "source": [
    "pot = hamilt.createPotential(dmfftop, nonbondedCutoff=0.6*unit.nanometer, nonbondedMethod=app.PME,\n",
    "                            ethresh=1e-3, neutral=True, slab=False, constQ=True,\n",
    "                            const_list=const_list, const_vals=const_val,\n",
    "                            has_aux=True)\n",
    "\n",
    "#return energy\n",
    "efunc = pot.getPotentialFunc()\n",
    "energy, aux = efunc(pos, box, pairs, hamilt.paramset.parameters, aux)\n",
    "print(\"energy: %f kj/mol\" %energy)\n",
    "print(aux)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "49c81a82-7ce6-40f9-a3b8-9a8aa4cc0a79",
   "metadata": {},
   "source": [
    "## 2. Machine Learning Force"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "584e398e-3c0e-49d0-b28c-1c3152e569b9",
   "metadata": {},
   "source": [
    "## 2.1 SGNN\n",
    "Navigate to the working directory"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "f684afc0-844f-4375-ab1c-23b0a51f8f90",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "os.chdir(os.path.join(\"DMFF\",\"examples\", \"sgnn\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f4cf0379-4118-4a9c-93c1-986302101260",
   "metadata": {},
   "source": [
    "SGNN assume the remaining bonding energy can be written as a sum over different local fragments of the molecule. These fragments are defined as “subgraphs” (labeled as g):\n",
    "\n",
    "$$\n",
    "E_{sGNN}=\\sum {E_{g}}\n",
    "$$\n",
    "\n",
    "Each subgraph defines the local environment of a central bond, and $E_g$ represents the intramolcular energy attributed to that bond. This leads to a rigorously localized representation of the molecule, warranting the extendibility of the resulting model."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3088a4bf-2716-4fad-9c81-4d45374dbdd8",
   "metadata": {},
   "source": [
    "### Create a SGNN potential function"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c1a0e526-7290-41be-a833-449b989fefe8",
   "metadata": {},
   "source": [
    "For information about the force field file, please refer to the user guide, which contains detailed explanations. Now you need to do the following to create a SGNN potential:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "39ff4e27-40fc-4d09-be6b-89b9f7a344bb",
   "metadata": {},
   "outputs": [],
   "source": [
    "H = Hamiltonian('peg.xml')\n",
    "app.Topology.loadBondDefinitions(\"residues.xml\")\n",
    "pdb = app.PDBFile(\"peg4.pdb\")\n",
    "rc = 0.6\n",
    "# generator stores all force field parameters\n",
    "pots = H.createPotential(pdb.topology, nonbondedCutoff=rc*unit.nanometer, ethresh=5e-4)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "94008719-c055-4ae0-baa0-8f9d8b0440c2",
   "metadata": {},
   "source": [
    "### Preparation for energy calculation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "aa0c27d3-2a77-4a8e-8c6d-821127986474",
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "DeviceArray([[ 0,  1,  1],\n",
       "             [ 0,  2,  1],\n",
       "             [ 0,  3,  1],\n",
       "             [ 0,  4,  2],\n",
       "             [ 0,  5,  3],\n",
       "             [ 0,  6,  3],\n",
       "             [ 0,  7,  3],\n",
       "             [ 0,  8,  3],\n",
       "             [ 0,  9,  4],\n",
       "             [ 0, 10,  4],\n",
       "             [ 0, 11,  2],\n",
       "             [ 0, 12,  1],\n",
       "             [ 0, 13,  2],\n",
       "             [ 0, 14,  2],\n",
       "             [ 0, 19,  4],\n",
       "             [ 0, 20,  5],\n",
       "             [ 0, 21,  5],\n",
       "             [ 1,  2,  2],\n",
       "             [ 1,  3,  2],\n",
       "             [ 1,  4,  3],\n",
       "             [ 1,  5,  4],\n",
       "             [ 1,  6,  4],\n",
       "             [ 1,  7,  4],\n",
       "             [ 1,  8,  4],\n",
       "             [ 1,  9,  5],\n",
       "             [ 1, 10,  5],\n",
       "             [ 1, 11,  3],\n",
       "             [ 1, 12,  2],\n",
       "             [ 1, 13,  3],\n",
       "             [ 1, 14,  3],\n",
       "             [ 1, 19,  5],\n",
       "             [ 1, 20,  6],\n",
       "             [ 1, 21,  6],\n",
       "             [ 2,  3,  2],\n",
       "             [ 2,  4,  3],\n",
       "             [ 2,  5,  4],\n",
       "             [ 2,  6,  4],\n",
       "             [ 2,  7,  4],\n",
       "             [ 2,  8,  4],\n",
       "             [ 2,  9,  5],\n",
       "             [ 2, 10,  5],\n",
       "             [ 2, 11,  3],\n",
       "             [ 2, 12,  2],\n",
       "             [ 2, 13,  3],\n",
       "             [ 2, 14,  3],\n",
       "             [ 2, 19,  5],\n",
       "             [ 2, 20,  6],\n",
       "             [ 2, 21,  6],\n",
       "             [ 3,  4,  1],\n",
       "             [ 3,  5,  2],\n",
       "             [ 3,  6,  2],\n",
       "             [ 3,  7,  2],\n",
       "             [ 3,  8,  4],\n",
       "             [ 3,  9,  5],\n",
       "             [ 3, 10,  5],\n",
       "             [ 3, 11,  3],\n",
       "             [ 3, 12,  2],\n",
       "             [ 3, 13,  3],\n",
       "             [ 3, 14,  3],\n",
       "             [ 4,  5,  1],\n",
       "             [ 4,  6,  1],\n",
       "             [ 4,  7,  1],\n",
       "             [ 4,  8,  5],\n",
       "             [ 4, 11,  4],\n",
       "             [ 4, 12,  3],\n",
       "             [ 4, 13,  4],\n",
       "             [ 4, 14,  4],\n",
       "             [ 5,  6,  2],\n",
       "             [ 5,  7,  2],\n",
       "             [ 5, 11,  5],\n",
       "             [ 5, 12,  4],\n",
       "             [ 5, 13,  5],\n",
       "             [ 5, 14,  5],\n",
       "             [ 6,  7,  2],\n",
       "             [ 6, 11,  5],\n",
       "             [ 6, 12,  4],\n",
       "             [ 6, 13,  5],\n",
       "             [ 6, 14,  5],\n",
       "             [ 7, 11,  5],\n",
       "             [ 7, 12,  4],\n",
       "             [ 7, 13,  5],\n",
       "             [ 7, 14,  5],\n",
       "             [ 8,  9,  1],\n",
       "             [ 8, 10,  1],\n",
       "             [ 8, 11,  1],\n",
       "             [ 8, 12,  2],\n",
       "             [ 8, 13,  3],\n",
       "             [ 8, 14,  3],\n",
       "             [ 8, 15,  3],\n",
       "             [ 8, 16,  4],\n",
       "             [ 8, 17,  4],\n",
       "             [ 8, 18,  2],\n",
       "             [ 8, 19,  1],\n",
       "             [ 8, 20,  2],\n",
       "             [ 8, 21,  2],\n",
       "             [ 8, 22,  4],\n",
       "             [ 8, 23,  5],\n",
       "             [ 8, 24,  5],\n",
       "             [ 9, 10,  2],\n",
       "             [ 9, 11,  2],\n",
       "             [ 9, 12,  3],\n",
       "             [ 9, 13,  4],\n",
       "             [ 9, 14,  4],\n",
       "             [ 9, 15,  4],\n",
       "             [ 9, 16,  5],\n",
       "             [ 9, 17,  5],\n",
       "             [ 9, 18,  3],\n",
       "             [ 9, 19,  2],\n",
       "             [ 9, 20,  3],\n",
       "             [ 9, 21,  3],\n",
       "             [ 9, 22,  5],\n",
       "             [ 9, 23,  6],\n",
       "             [ 9, 24,  6],\n",
       "             [10, 11,  2],\n",
       "             [10, 12,  3],\n",
       "             [10, 13,  4],\n",
       "             [10, 14,  4],\n",
       "             [10, 15,  4],\n",
       "             [10, 16,  5],\n",
       "             [10, 17,  5],\n",
       "             [10, 18,  3],\n",
       "             [10, 19,  2],\n",
       "             [10, 20,  3],\n",
       "             [10, 21,  3],\n",
       "             [10, 22,  5],\n",
       "             [10, 23,  6],\n",
       "             [10, 24,  6],\n",
       "             [11, 12,  1],\n",
       "             [11, 13,  2],\n",
       "             [11, 14,  2],\n",
       "             [11, 15,  4],\n",
       "             [11, 16,  5],\n",
       "             [11, 17,  5],\n",
       "             [11, 18,  3],\n",
       "             [11, 19,  2],\n",
       "             [11, 20,  3],\n",
       "             [11, 21,  3],\n",
       "             [12, 13,  1],\n",
       "             [12, 14,  1],\n",
       "             [12, 15,  5],\n",
       "             [12, 18,  4],\n",
       "             [12, 19,  3],\n",
       "             [12, 20,  4],\n",
       "             [12, 21,  4],\n",
       "             [13, 14,  2],\n",
       "             [13, 18,  5],\n",
       "             [13, 19,  4],\n",
       "             [13, 20,  5],\n",
       "             [13, 21,  5],\n",
       "             [14, 18,  5],\n",
       "             [14, 19,  4],\n",
       "             [14, 20,  5],\n",
       "             [14, 21,  5],\n",
       "             [15, 16,  1],\n",
       "             [15, 17,  1],\n",
       "             [15, 18,  1],\n",
       "             [15, 19,  2],\n",
       "             [15, 20,  3],\n",
       "             [15, 21,  3],\n",
       "             [15, 22,  1],\n",
       "             [15, 23,  2],\n",
       "             [15, 24,  2],\n",
       "             [15, 25,  2],\n",
       "             [15, 26,  3],\n",
       "             [15, 27,  4],\n",
       "             [15, 28,  4],\n",
       "             [15, 29,  4],\n",
       "             [16, 17,  2],\n",
       "             [16, 18,  2],\n",
       "             [16, 19,  3],\n",
       "             [16, 20,  4],\n",
       "             [16, 21,  4],\n",
       "             [16, 22,  2],\n",
       "             [16, 23,  3],\n",
       "             [16, 24,  3],\n",
       "             [16, 25,  3],\n",
       "             [16, 26,  4],\n",
       "             [16, 27,  5],\n",
       "             [16, 28,  5],\n",
       "             [16, 29,  5],\n",
       "             [17, 18,  2],\n",
       "             [17, 19,  3],\n",
       "             [17, 20,  4],\n",
       "             [17, 21,  4],\n",
       "             [17, 22,  2],\n",
       "             [17, 23,  3],\n",
       "             [17, 24,  3],\n",
       "             [17, 25,  3],\n",
       "             [17, 26,  4],\n",
       "             [17, 27,  5],\n",
       "             [17, 28,  5],\n",
       "             [17, 29,  5],\n",
       "             [18, 19,  1],\n",
       "             [18, 20,  2],\n",
       "             [18, 21,  2],\n",
       "             [18, 22,  2],\n",
       "             [18, 23,  3],\n",
       "             [18, 24,  3],\n",
       "             [18, 25,  3],\n",
       "             [18, 26,  4],\n",
       "             [18, 27,  5],\n",
       "             [18, 28,  5],\n",
       "             [18, 29,  5],\n",
       "             [19, 20,  1],\n",
       "             [19, 21,  1],\n",
       "             [19, 22,  3],\n",
       "             [19, 23,  4],\n",
       "             [19, 24,  4],\n",
       "             [19, 25,  4],\n",
       "             [19, 26,  5],\n",
       "             [20, 21,  2],\n",
       "             [20, 22,  4],\n",
       "             [20, 23,  5],\n",
       "             [20, 24,  5],\n",
       "             [20, 25,  5],\n",
       "             [21, 22,  4],\n",
       "             [21, 23,  5],\n",
       "             [21, 24,  5],\n",
       "             [21, 25,  5],\n",
       "             [22, 23,  1],\n",
       "             [22, 24,  1],\n",
       "             [22, 25,  1],\n",
       "             [22, 26,  2],\n",
       "             [22, 27,  3],\n",
       "             [22, 28,  3],\n",
       "             [22, 29,  3],\n",
       "             [23, 24,  2],\n",
       "             [23, 25,  2],\n",
       "             [23, 26,  3],\n",
       "             [23, 27,  4],\n",
       "             [23, 28,  4],\n",
       "             [23, 29,  4],\n",
       "             [24, 25,  2],\n",
       "             [24, 26,  3],\n",
       "             [24, 27,  4],\n",
       "             [24, 28,  4],\n",
       "             [24, 29,  4],\n",
       "             [25, 26,  1],\n",
       "             [25, 27,  2],\n",
       "             [25, 28,  2],\n",
       "             [25, 29,  2],\n",
       "             [26, 27,  1],\n",
       "             [26, 28,  1],\n",
       "             [26, 29,  1],\n",
       "             [27, 28,  2],\n",
       "             [27, 29,  2],\n",
       "             [28, 29,  2],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0],\n",
       "             [30, 30,  0]], dtype=int64)"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# construct inputs\n",
    "positions = jnp.array(pdb.positions._value)\n",
    "a, b, c = pdb.topology.getPeriodicBoxVectors()\n",
    "box = jnp.array([a._value, b._value, c._value])\n",
    "# neighbor list\n",
    "nbl = NeighborList(box, rc, pots.meta['cov_map']) \n",
    "nbl.allocate(positions)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e8ef2d4a-6510-44a5-aca7-2c745359b112",
   "metadata": {},
   "source": [
    "And you can get parameters by:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "01e48a54-e506-4322-8c00-c6566a787264",
   "metadata": {},
   "outputs": [],
   "source": [
    "paramset = H.getParameters()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8f0caa3b-6320-4490-8e1f-3a9af1f9c708",
   "metadata": {},
   "source": [
    "### Load data and fix it"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "fe602bb3-488e-44ec-b957-0c433b1a18ab",
   "metadata": {},
   "outputs": [],
   "source": [
    "with open('test_backend/set_test_lowT.pickle', 'rb') as ifile:\n",
    "    data = pickle.load(ifile)\n",
    "\n",
    "# input in nm\n",
    "pos = jnp.array(data['positions'][0:20]) / 10\n",
    "box = jnp.eye(3) * 5"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1cd68aac-83b1-4a3e-b301-6263bc397761",
   "metadata": {},
   "source": [
    "### Calculate the energy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "4b124b2c-46d7-4e70-96fd-c95407be39d2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-21.588284621154514\n",
      "[-21.58828462 -39.79334159  10.03889335 -48.22451239 -32.90970162\n",
      " -49.68568287 -47.58035178 -51.73860617 -37.39235277 -35.01933271\n",
      " -46.06621902 -31.69327601  -6.86739655  -5.13698524 -27.4031207\n",
      " -44.65301991 -52.00357797   3.1734038  -72.79081259 -28.27007722]\n"
     ]
    }
   ],
   "source": [
    "efunc = jax.jit(pots.getPotentialFunc())\n",
    "efunc_vmap = jax.vmap(jax.jit(pots.getPotentialFunc()), in_axes=(0, None, None, None), out_axes=0)\n",
    "print(efunc(pos[0], box, nbl.pairs, paramset))\n",
    "print(efunc_vmap(pos, box, nbl.pairs, paramset))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5b4bc26c-2974-4bcd-b0dd-996d60c62d85",
   "metadata": {},
   "source": [
    "## 2.1 EANN\n",
    "Navigate to the working directory"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "9781c244-156e-4a27-a5c2-5e957525eccd",
   "metadata": {},
   "outputs": [],
   "source": [
    "current_directory = os.getcwd()\n",
    "parent_directory = os.path.dirname(current_directory)\n",
    "os.chdir(parent_directory)\n",
    "os.chdir(os.path.join(\"eann\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "13ae9c47-247e-432e-abe2-7a6688b34e99",
   "metadata": {},
   "source": [
    "EANN framework born out from the EAM idea. This physically inspired embedded atom neuralnetworks (EANN) representation is not only conceptually andnumerically simple but also very efficient and accurate, as discussed below. EANN assume that the impurity experiences a locally uniform electron density, the embedding energy can be approximated as a function of the scalar local electron density at the impurity site plus an electrostatic interaction. Considering all atoms in the system as impurities embedded in the electron gas created by other atoms, in the EAM framework, the total energy of an $N$ atom system is just the sum over all individual impurity energies.\n",
    "\n",
    "$$\n",
    "E=\\sum_{i=1}^{N} E_{i}=\\sum_{i=1}^{N}\\left[F_{i}\\left(\\rho_{i}\\right)+\\frac{1}{2} \\sum_{j \\neq i} \\phi_{i j}\\left(r_{i j}\\right)\\right]\n",
    "$$\n",
    "\n",
    "where $F_i$ is the embedding function, $ρ_i$ is the embedded electron density at the position of atom $i$ given by the superposition of the densities of surrounding atoms, and $\\phi_{ij}$ is the short-range repulsive potential between atoms $i$ and $j$ depending on their distance $r_{ij}$. As the exact forms of these functions are generally unknown, they are often taken from electron gas computations or fit to experimental properties with semiempirical expres-sions. Given these intrinsic approximations, EAM or even its modified version has a limited accuracy and is mainly suitablefor metallic systems.\n",
    "\n",
    "To go beyond the EAM, we need to improve both expressions of the embedded density and the function $F$. To this end, EANN start from the commonly used Gaussian-type orbitals (GTOs) centered at each atom,\n",
    "\n",
    "$$\n",
    "\\phi_{l_{x} y_{l} y_{z}}^{\\alpha, r_{s}}=x^{l_{x}} y^{l_{y}} z^{l_{z}} \\exp \\left(-\\alpha\\left|r-r_{s}\\right|^{2}\\right)\n",
    "$$\n",
    "\n",
    "where each atom is taken as the origin, $r=(x,y,z)$ constitutes the coordinate vector of an electron, $r$ is the norm of the vector,$α$ and $r_s$ are parameters that determine radial distributions of atomic orbitals, ${l_x+l_y+l_z=L}$ specifies the orbital angular momentum ($L$), e.g., $L$ = 0, 1, and 2, correspond to the s, p, and d orbitals, respectively. In this representation, the embedded density of atom $i$ can be taken as the square of the linear combination of atomic orbitals from neighboring atoms, in a similar spirit as that in Hartree−Fock (HF) and densityfunctional theory (DFT). This would generate a scalar $ρ^i$ value for the embedding atom $i$, as used in the EAM, which has been proven to offer insufficient representability for the total energyand can be improved by including the gradients of density."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3567df74-e392-4679-9ec1-2fe087fef68d",
   "metadata": {},
   "source": [
    "As for code, just follow the step in SGNN:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "581c3238-c476-4118-99a1-1f5321775680",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-0.09797672247941636\n"
     ]
    }
   ],
   "source": [
    "H = Hamiltonian('peg.xml')\n",
    "app.Topology.loadBondDefinitions(\"residues.xml\")\n",
    "pdb = app.PDBFile(\"peg4.pdb\")\n",
    "rc = 0.4\n",
    "# generator stores all force field parameters\n",
    "pots = H.createPotential(pdb.topology, nonbondedCutoff=rc*unit.nanometer, ethresh=5e-4)\n",
    "\n",
    "# construct inputs\n",
    "positions = jnp.array(pdb.positions._value)\n",
    "a, b, c = pdb.topology.getPeriodicBoxVectors()\n",
    "box = jnp.array([a._value, b._value, c._value])\n",
    "# neighbor list\n",
    "nbl = NeighborList(box, rc, pots.meta['cov_map']) \n",
    "nbl.allocate(positions)\n",
    "\n",
    "\n",
    "paramset = H.getParameters()\n",
    "# params = paramset.parameters\n",
    "paramset.parameters\n",
    "\n",
    "efunc = jax.jit(pots.getPotentialFunc())\n",
    "print(efunc(positions, box, nbl.pairs, paramset))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "95704edc-1cd8-40fc-bfd9-c24b4e18ac8d",
   "metadata": {},
   "source": [
    "## 3. OpenMM Plugin for DMFF"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6fb30805-b23d-4e70-be0b-5e3df0c31c6f",
   "metadata": {},
   "source": [
    "OpenMM DMFF plugin was developed for [OpenMM](http://openmm.org) to incorporate the trained JAX model from [DMFF](https://github.com/deepmodeling/DMFF) as an independent Force class for molecular dynamics simulations.\n",
    "To utilize this plugin, you need to save your DMFF model using the `DMFF/backend/save_dmff2tf.py` script.\n",
    "The `save_dmff2tf.py` script converts the DMFF model to a TensorFlow module using the experimental feature of JAX called [`jax2tf`](https://github.com/google/jax/blob/main/jax/experimental/jax2tf/README.md).\n",
    "The integration of the saved TensorFlow module with the DMFF plugin is accomplished using [cppflow](https://github.com/serizba/cppflow) and the OpenMM C++ interface. \n",
    "\n",
    "**Here you might need to shut down the original node and start up a new one**"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e2bf5e5b-6429-4a86-b806-b4610928cd9e",
   "metadata": {},
   "source": [
    "### Save the DMFF model with `save_dmff2tf.py` script"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b78d80d6-c0e6-4214-b80e-9ab40c0861d4",
   "metadata": {},
   "source": [
    "#### Install TensorFlow and JAX"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "72997e8a-b190-445d-955a-88cedbdbcf14",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "os.chdir('/data')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "fd9049db-6633-4d93-94b1-7c9f517bacc6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple\n",
      "Collecting jax[cpu]==0.4.14\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/65/ce/e3a6e8669de6ff37b44b1f801c33c10dcdc05548ee5ded30c0327eb09c93/jax-0.4.14.tar.gz (1.3 MB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.3/1.3 MB\u001b[0m \u001b[31m5.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0ma \u001b[36m0:00:01\u001b[0m\n",
      "\u001b[?25h  Installing build dependencies ... \u001b[?25ldone\n",
      "\u001b[?25h  Getting requirements to build wheel ... \u001b[?25ldone\n",
      "\u001b[?25h  Preparing metadata (pyproject.toml) ... \u001b[?25ldone\n",
      "\u001b[?25hRequirement already satisfied: numpy>=1.22 in /opt/mamba/lib/python3.10/site-packages (from jax[cpu]==0.4.14) (1.23.4)\n",
      "Requirement already satisfied: opt-einsum in /opt/mamba/lib/python3.10/site-packages (from jax[cpu]==0.4.14) (3.3.0)\n",
      "Collecting ml-dtypes>=0.2.0\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/90/31/ec94e33a799323a8c37d1883f44b517c38d9defa7667db97cba212384d71/ml_dtypes-0.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (206 kB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m206.7/206.7 kB\u001b[0m \u001b[31m4.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0ma \u001b[36m0:00:01\u001b[0m\n",
      "\u001b[?25hRequirement already satisfied: scipy>=1.7 in /opt/mamba/lib/python3.10/site-packages (from jax[cpu]==0.4.14) (1.9.3)\n",
      "Collecting jaxlib==0.4.14\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/62/a1/beb609f27603cf2ce6f3fb14ad2e93bde9324158f872e46509d52b178cdc/jaxlib-0.4.14-cp310-cp310-manylinux2014_x86_64.whl (73.7 MB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m73.7/73.7 MB\u001b[0m \u001b[31m15.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m00:01\u001b[0m\n",
      "\u001b[?25hBuilding wheels for collected packages: jax\n",
      "  Building wheel for jax (pyproject.toml) ... \u001b[?25ldone\n",
      "\u001b[?25h  Created wheel for jax: filename=jax-0.4.14-py3-none-any.whl size=1535363 sha256=87520dcb5f85c5073802ec72c4583f7acda7b09c0432e41f25a1d6ab1b34a94e\n",
      "  Stored in directory: /root/.cache/pip/wheels/7d/7a/8d/c75c9181b2ea75b6953c3a91fdacfec166038cb6d815807149\n",
      "Successfully built jax\n",
      "Installing collected packages: ml-dtypes, jaxlib, jax\n",
      "  Attempting uninstall: jaxlib\n",
      "    Found existing installation: jaxlib 0.3.15+cuda11.cudnn82\n",
      "    Uninstalling jaxlib-0.3.15+cuda11.cudnn82:\n",
      "      Successfully uninstalled jaxlib-0.3.15+cuda11.cudnn82\n",
      "  Attempting uninstall: jax\n",
      "    Found existing installation: jax 0.3.17\n",
      "    Uninstalling jax-0.3.17:\n",
      "      Successfully uninstalled jax-0.3.17\n",
      "Successfully installed jax-0.4.14 jaxlib-0.4.14 ml-dtypes-0.3.1\n",
      "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n",
      "\u001b[0mLooking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple\n",
      "Collecting tensorflow\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/e2/7a/c7762c698fb1ac41a7e3afee51dc72aa3ec74ae8d2f57ce19a9cded3a4af/tensorflow-2.14.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (489.8 MB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m489.8/489.8 MB\u001b[0m \u001b[31m1.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m00:02\u001b[0m\n",
      "\u001b[?25hRequirement already satisfied: six>=1.12.0 in /opt/mamba/lib/python3.10/site-packages (from tensorflow) (1.16.0)\n",
      "Requirement already satisfied: typing-extensions>=3.6.6 in /opt/mamba/lib/python3.10/site-packages (from tensorflow) (4.4.0)\n",
      "Collecting tensorflow-estimator<2.15,>=2.14.0\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/d1/da/4f264c196325bb6e37a6285caec5b12a03def489b57cc1fdac02bb6272cd/tensorflow_estimator-2.14.0-py2.py3-none-any.whl (440 kB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m440.7/440.7 kB\u001b[0m \u001b[31m31.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
      "\u001b[?25hCollecting gast!=0.5.0,!=0.5.1,!=0.5.2,>=0.2.1\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/fa/39/5aae571e5a5f4de9c3445dae08a530498e5c53b0e74410eeeb0991c79047/gast-0.5.4-py3-none-any.whl (19 kB)\n",
      "Collecting numpy>=1.23.5\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/2d/5e/cb38e3d1916cc29880c84a9332a9122a8f49a7b57ec7aea63e0f678587a2/numpy-1.26.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (18.2 MB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m18.2/18.2 MB\u001b[0m \u001b[31m23.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m00:01\u001b[0m\n",
      "\u001b[?25hCollecting tensorflow-io-gcs-filesystem>=0.23.1\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/88/99/8b507a009359fd55e411001acb64a1a8a4f81a26cb6e21c3b75c7fda4ae3/tensorflow_io_gcs_filesystem-0.34.0-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (2.4 MB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.4/2.4 MB\u001b[0m \u001b[31m38.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0ma \u001b[36m0:00:01\u001b[0m\n",
      "\u001b[?25hRequirement already satisfied: absl-py>=1.0.0 in /opt/mamba/lib/python3.10/site-packages (from tensorflow) (1.3.0)\n",
      "Collecting ml-dtypes==0.2.0\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/d1/1d/d5cf76e5e40f69dbd273036e3172ae4a614577cb141673427b80cac948df/ml_dtypes-0.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.0 MB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.0/1.0 MB\u001b[0m \u001b[31m40.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
      "\u001b[?25hRequirement already satisfied: opt-einsum>=2.3.2 in /opt/mamba/lib/python3.10/site-packages (from tensorflow) (3.3.0)\n",
      "Requirement already satisfied: h5py>=2.9.0 in /opt/mamba/lib/python3.10/site-packages (from tensorflow) (3.7.0)\n",
      "Collecting termcolor>=1.1.0\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/67/e1/434566ffce04448192369c1a282931cf4ae593e91907558eaecd2e9f2801/termcolor-2.3.0-py3-none-any.whl (6.9 kB)\n",
      "Collecting wrapt<1.15,>=1.11.0\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/fd/70/8a133c88a394394dd57159083b86a564247399440b63f2da0ad727593570/wrapt-1.14.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (77 kB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m77.9/77.9 kB\u001b[0m \u001b[31m24.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
      "\u001b[?25hCollecting keras<2.15,>=2.14.0\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/fe/58/34d4d8f1aa11120c2d36d7ad27d0526164b1a8ae45990a2fede31d0e59bf/keras-2.14.0-py3-none-any.whl (1.7 MB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.7/1.7 MB\u001b[0m \u001b[31m37.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0ma \u001b[36m0:00:01\u001b[0m\n",
      "\u001b[?25hCollecting grpcio<2.0,>=1.24.3\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/29/cc/e6883efbbcaa6570a0d2207ba53c796137f11293e47d11e2696f37b66811/grpcio-1.59.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (5.3 MB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m5.3/5.3 MB\u001b[0m \u001b[31m37.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m00:01\u001b[0m\n",
      "\u001b[?25hRequirement already satisfied: packaging in /opt/mamba/lib/python3.10/site-packages (from tensorflow) (21.3)\n",
      "Requirement already satisfied: setuptools in /opt/mamba/lib/python3.10/site-packages (from tensorflow) (65.5.0)\n",
      "Collecting libclang>=13.0.0\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/ea/df/55525e489c43f9dbb6c8ea27d8a567b3dcd18a22f3c45483055f5ca6611d/libclang-16.0.6-py2.py3-none-manylinux2010_x86_64.whl (22.9 MB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m22.9/22.9 MB\u001b[0m \u001b[31m12.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m00:01\u001b[0m\n",
      "\u001b[?25hCollecting tensorboard<2.15,>=2.14\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/73/a2/66ed644f6ed1562e0285fcd959af17670ea313c8f331c46f79ee77187eb9/tensorboard-2.14.1-py3-none-any.whl (5.5 MB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m5.5/5.5 MB\u001b[0m \u001b[31m38.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m00:01\u001b[0m\n",
      "\u001b[?25hCollecting flatbuffers>=23.5.26\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/6f/12/d5c79ee252793ffe845d58a913197bfa02ae9a0b5c9bc3dc4b58d477b9e7/flatbuffers-23.5.26-py2.py3-none-any.whl (26 kB)\n",
      "Requirement already satisfied: astunparse>=1.6.0 in /opt/mamba/lib/python3.10/site-packages (from tensorflow) (1.6.3)\n",
      "Collecting google-pasta>=0.1.1\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/a3/de/c648ef6835192e6e2cc03f40b19eeda4382c49b5bafb43d88b931c4c74ac/google_pasta-0.2.0-py3-none-any.whl (57 kB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m57.5/57.5 kB\u001b[0m \u001b[31m20.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
      "\u001b[?25hCollecting protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.20.3\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/ae/32/45b1cf0c5d4a3ba881f5164c26af877c0dabfe6de0019d426aa0e5cf6806/protobuf-4.25.0-cp37-abi3-manylinux2014_x86_64.whl (294 kB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m294.4/294.4 kB\u001b[0m \u001b[31m43.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
      "\u001b[?25hRequirement already satisfied: wheel<1.0,>=0.23.0 in /opt/mamba/lib/python3.10/site-packages (from astunparse>=1.6.0->tensorflow) (0.37.1)\n",
      "Collecting google-auth<3,>=1.6.3\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/86/a7/75911c13a242735d5aeaca6a272da380335ff4ba5f26d6b2ae20ff682d13/google_auth-2.23.4-py2.py3-none-any.whl (183 kB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m183.3/183.3 kB\u001b[0m \u001b[31m51.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
      "\u001b[?25hCollecting tensorboard-data-server<0.8.0,>=0.7.0\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/73/c6/825dab04195756cf8ff2e12698f22513b3db2f64925bdd41671bfb33aaa5/tensorboard_data_server-0.7.2-py3-none-manylinux_2_31_x86_64.whl (6.6 MB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m6.6/6.6 MB\u001b[0m \u001b[31m37.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m00:01\u001b[0m\n",
      "\u001b[?25hCollecting werkzeug>=1.0.1\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/c3/fc/254c3e9b5feb89ff5b9076a23218dafbc99c96ac5941e900b71206e6313b/werkzeug-3.0.1-py3-none-any.whl (226 kB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m226.7/226.7 kB\u001b[0m \u001b[31m53.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
      "\u001b[?25hCollecting markdown>=2.6.8\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/70/58/2c5a654173937d9f540a4971c569b44dcd55e5424a484d954cdaeebcf79c/Markdown-3.5.1-py3-none-any.whl (102 kB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m102.2/102.2 kB\u001b[0m \u001b[31m36.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
      "\u001b[?25hCollecting google-auth-oauthlib<1.1,>=0.5\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/4a/07/8d9a8186e6768b55dfffeb57c719bc03770cf8a970a074616ae6f9e26a57/google_auth_oauthlib-1.0.0-py2.py3-none-any.whl (18 kB)\n",
      "Requirement already satisfied: requests<3,>=2.21.0 in /opt/mamba/lib/python3.10/site-packages (from tensorboard<2.15,>=2.14->tensorflow) (2.28.1)\n",
      "Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /opt/mamba/lib/python3.10/site-packages (from packaging->tensorflow) (3.0.9)\n",
      "Collecting pyasn1-modules>=0.2.1\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/cd/8e/bea464350e1b8c6ed0da3a312659cb648804a08af6cacc6435867f74f8bd/pyasn1_modules-0.3.0-py2.py3-none-any.whl (181 kB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m181.3/181.3 kB\u001b[0m \u001b[31m53.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
      "\u001b[?25hCollecting rsa<5,>=3.1.4\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/49/97/fa78e3d2f65c02c8e1268b9aba606569fe97f6c8f7c2d74394553347c145/rsa-4.9-py3-none-any.whl (34 kB)\n",
      "Collecting cachetools<6.0,>=2.0.0\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/a2/91/2d843adb9fbd911e0da45fbf6f18ca89d07a087c3daa23e955584f90ebf4/cachetools-5.3.2-py3-none-any.whl (9.3 kB)\n",
      "Collecting requests-oauthlib>=0.7.0\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/6f/bb/5deac77a9af870143c684ab46a7934038a53eb4aa975bc0687ed6ca2c610/requests_oauthlib-1.3.1-py2.py3-none-any.whl (23 kB)\n",
      "Requirement already satisfied: urllib3<1.27,>=1.21.1 in /opt/mamba/lib/python3.10/site-packages (from requests<3,>=2.21.0->tensorboard<2.15,>=2.14->tensorflow) (1.26.11)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in /opt/mamba/lib/python3.10/site-packages (from requests<3,>=2.21.0->tensorboard<2.15,>=2.14->tensorflow) (2022.9.24)\n",
      "Requirement already satisfied: charset-normalizer<3,>=2 in /opt/mamba/lib/python3.10/site-packages (from requests<3,>=2.21.0->tensorboard<2.15,>=2.14->tensorflow) (2.1.1)\n",
      "Requirement already satisfied: idna<4,>=2.5 in /opt/mamba/lib/python3.10/site-packages (from requests<3,>=2.21.0->tensorboard<2.15,>=2.14->tensorflow) (3.4)\n",
      "Requirement already satisfied: MarkupSafe>=2.1.1 in /opt/mamba/lib/python3.10/site-packages (from werkzeug>=1.0.1->tensorboard<2.15,>=2.14->tensorflow) (2.1.1)\n",
      "Collecting pyasn1<0.6.0,>=0.4.6\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/14/e5/b56a725cbde139aa960c26a1a3ca4d4af437282e20b5314ee6a3501e7dfc/pyasn1-0.5.0-py2.py3-none-any.whl (83 kB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m83.9/83.9 kB\u001b[0m \u001b[31m28.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
      "\u001b[?25hCollecting oauthlib>=3.0.0\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/7e/80/cab10959dc1faead58dc8384a781dfbf93cb4d33d50988f7a69f1b7c9bbe/oauthlib-3.2.2-py3-none-any.whl (151 kB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m151.7/151.7 kB\u001b[0m \u001b[31m44.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
      "\u001b[?25hInstalling collected packages: libclang, flatbuffers, wrapt, werkzeug, termcolor, tensorflow-io-gcs-filesystem, tensorflow-estimator, tensorboard-data-server, pyasn1, protobuf, oauthlib, numpy, markdown, keras, grpcio, google-pasta, gast, cachetools, rsa, requests-oauthlib, pyasn1-modules, ml-dtypes, google-auth, google-auth-oauthlib, tensorboard, tensorflow\n",
      "  Attempting uninstall: numpy\n",
      "    Found existing installation: numpy 1.23.4\n",
      "    Uninstalling numpy-1.23.4:\n",
      "      Successfully uninstalled numpy-1.23.4\n",
      "  Attempting uninstall: ml-dtypes\n",
      "    Found existing installation: ml-dtypes 0.3.1\n",
      "    Uninstalling ml-dtypes-0.3.1:\n",
      "      Successfully uninstalled ml-dtypes-0.3.1\n",
      "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
      "scipy 1.9.3 requires numpy<1.26.0,>=1.18.5, but you have numpy 1.26.1 which is incompatible.\u001b[0m\u001b[31m\n",
      "\u001b[0mSuccessfully installed cachetools-5.3.2 flatbuffers-23.5.26 gast-0.5.4 google-auth-2.23.4 google-auth-oauthlib-1.0.0 google-pasta-0.2.0 grpcio-1.59.2 keras-2.14.0 libclang-16.0.6 markdown-3.5.1 ml-dtypes-0.2.0 numpy-1.26.1 oauthlib-3.2.2 protobuf-4.25.0 pyasn1-0.5.0 pyasn1-modules-0.3.0 requests-oauthlib-1.3.1 rsa-4.9 tensorboard-2.14.1 tensorboard-data-server-0.7.2 tensorflow-2.14.0 tensorflow-estimator-2.14.0 tensorflow-io-gcs-filesystem-0.34.0 termcolor-2.3.0 werkzeug-3.0.1 wrapt-1.14.1\n",
      "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n",
      "\u001b[0m"
     ]
    }
   ],
   "source": [
    "!pip install \"jax[cpu]==0.4.14\"\n",
    "!pip install tensorflow"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f64a7c5d-c36a-4405-9fd1-f7269c567fb7",
   "metadata": {},
   "source": [
    "#### Save DMFF with dmff2tf script"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6c282143-6795-49d8-830c-334e2c384336",
   "metadata": {},
   "outputs": [],
   "source": [
    "!python DMFF/backend/save_dmff2tf.py --input_pdb DMFF/examples/water_fullpol/water_dimer.pdb --xml_files DMFF/examples/water_fullpol/forcefield.xml --output /tmp/dmff_admp_water_dimer --has_aux True\n",
    "!ls /tmp/dmff_admp_water_dimer"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d9bd39fd-4c0d-45f2-bcc0-882d8b2d49d7",
   "metadata": {},
   "source": [
    "!python DMFF/backend/save_dmff2tf.py --input_pdb DMFF/examples/classical/lig.pdb --xml_files DMFF/examples/classical/lig-prm.xml --output /tmp/dmff_classical_lig"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0556b692-adeb-45db-970a-830d266dd769",
   "metadata": {},
   "source": [
    "### Install OpenMM DMFF Plugin"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "43bc5a9e-54da-4dda-8f1b-ad53cd1b5215",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "                  __    __    __    __\n",
      "                 /  \\  /  \\  /  \\  /  \\\n",
      "                /    \\/    \\/    \\/    \\\n",
      "███████████████/  /██/  /██/  /██/  /████████████████████████\n",
      "              /  / \\   / \\   / \\   / \\  \\____\n",
      "             /  /   \\_/   \\_/   \\_/   \\    o \\__,\n",
      "            / _/                       \\_____/  `\n",
      "            |/\n",
      "        ███╗   ███╗ █████╗ ███╗   ███╗██████╗  █████╗\n",
      "        ████╗ ████║██╔══██╗████╗ ████║██╔══██╗██╔══██╗\n",
      "        ██╔████╔██║███████║██╔████╔██║██████╔╝███████║\n",
      "        ██║╚██╔╝██║██╔══██║██║╚██╔╝██║██╔══██╗██╔══██║\n",
      "        ██║ ╚═╝ ██║██║  ██║██║ ╚═╝ ██║██████╔╝██║  ██║\n",
      "        ╚═╝     ╚═╝╚═╝  ╚═╝╚═╝     ╚═╝╚═════╝ ╚═╝  ╚═╝\n",
      "\n",
      "        mamba (0.27.0) supported by @QuantStack\n",
      "\n",
      "        GitHub:  https://github.com/mamba-org/mamba\n",
      "        Twitter: https://twitter.com/QuantStack\n",
      "\n",
      "█████████████████████████████████████████████████████████████\n",
      "\n",
      "\n",
      "Looking for: ['python=3.9', 'openmm', 'libtensorflow_cc=2.9.1', 'swig=4.0.1', 'setuptools=59.5.0']\n",
      "\n",
      "\u001b[?25l\u001b[2K\u001b[0G[+] 0.0s\n",
      "\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.1s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.1s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.1s\n",
      "pkgs/main/linux-64   \u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.1s\n",
      "pkgs/main/noarch     \u001b[90m━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.1s\n",
      "pkgs/r/linux-64      \u001b[90m━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.2s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.2s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.2s\n",
      "pkgs/main/linux-64   \u001b[90m╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.2s\n",
      "pkgs/main/noarch     \u001b[90m━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.2s\n",
      "pkgs/r/linux-64      \u001b[90m━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.3s\n",
      "conda-forge/linux-64 \u001b[90m╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.3s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.3s\n",
      "pkgs/main/linux-64   \u001b[90m━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.3s\n",
      "pkgs/main/noarch     \u001b[90m━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.3s\n",
      "pkgs/r/linux-64      \u001b[90m━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.4s\n",
      "conda-forge/linux-64 \u001b[90m━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.4s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.4s\n",
      "pkgs/main/linux-64   \u001b[90m━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.4s\n",
      "pkgs/main/noarch     \u001b[90m━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.4s\n",
      "pkgs/r/linux-64      \u001b[90m━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.5s\n",
      "conda-forge/linux-64 \u001b[90m━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.5s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.5s\n",
      "pkgs/main/linux-64   \u001b[90m━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.5s\n",
      "pkgs/main/noarch     \u001b[90m━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.5s\n",
      "pkgs/r/linux-64      \u001b[90m━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.6s\n",
      "conda-forge/linux-64 \u001b[90m━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.6s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.6s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.6s\n",
      "pkgs/main/noarch     \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.6s\n",
      "pkgs/r/linux-64      \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.7s\n",
      "conda-forge/linux-64 \u001b[90m━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.7s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.7s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.7s\n",
      "pkgs/main/noarch     \u001b[33m━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m 352.0 B /  ??.?MB @ 565.0 B/s  0.7s\n",
      "pkgs/r/linux-64      \u001b[33m━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.8s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.8s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.8s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m  31.4kB /  ??.?MB @  43.2kB/s  0.8s\n",
      "pkgs/main/noarch     \u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m  31.4kB /  ??.?MB @  43.2kB/s  0.8s\n",
      "pkgs/r/linux-64      \u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m  31.4kB /  ??.?MB @  43.2kB/s  0.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.9s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.9s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.9s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━\u001b[0m  32.8kB /  ??.?MB @  38.0kB/s  0.9s\n",
      "pkgs/main/noarch     \u001b[33m━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m  32.8kB /  ??.?MB @  38.0kB/s  0.9s\n",
      "pkgs/r/linux-64      \u001b[33m━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m  32.8kB /  ??.?MB @  38.0kB/s  0.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.0s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  1.0s\n",
      "conda-forge/noarch   \u001b[90m━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  1.0s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━\u001b[0m 107.0kB /  ??.?MB @ 110.4kB/s  1.0s\n",
      "pkgs/main/noarch     \u001b[33m━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m 102.4kB /  ??.?MB @ 105.6kB/s  1.0s\n",
      "pkgs/r/linux-64      \u001b[33m━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m 110.9kB /  ??.?MB @ 114.3kB/s  1.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.1s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  1.1s\n",
      "conda-forge/noarch   \u001b[90m━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  1.1s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m 156.1kB /  ??.?MB @ 145.8kB/s  1.1s\n",
      "pkgs/main/noarch     \u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m 176.5kB /  ??.?MB @ 164.9kB/s  1.1s\n",
      "pkgs/r/linux-64      \u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m 180.8kB /  ??.?MB @ 168.7kB/s  1.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.2s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  1.2s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  1.2s\n",
      "pkgs/main/linux-64   \u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m 229.4kB /  ??.?MB @ 195.9kB/s  1.2s\n",
      "pkgs/main/noarch     \u001b[90m╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m 262.1kB /  ??.?MB @ 223.8kB/s  1.2s\n",
      "pkgs/r/linux-64      \u001b[90m╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m 278.5kB /  ??.?MB @ 236.8kB/s  1.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.3s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m  18.2kB /  ??.?MB @  14.3kB/s  1.3s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━\u001b[0m  32.2kB /  ??.?MB @  25.3kB/s  1.3s\n",
      "pkgs/main/linux-64   \u001b[33m━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m 344.0kB /  ??.?MB @ 270.6kB/s  1.3s\n",
      "pkgs/main/noarch     \u001b[90m━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━\u001b[0m 393.1kB /  ??.?MB @ 309.2kB/s  1.3s\n",
      "pkgs/r/linux-64      \u001b[90m━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━\u001b[0m 409.5kB /  ??.?MB @ 320.9kB/s  1.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.4s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m  31.8kB /  ??.?MB @  23.1kB/s  1.4s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━\u001b[0m  32.2kB /  ??.?MB @  23.4kB/s  1.4s\n",
      "pkgs/main/linux-64   \u001b[33m━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m 475.0kB /  ??.?MB @ 346.2kB/s  1.4s\n",
      "pkgs/main/noarch     \u001b[90m━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m 577.5kB /  ??.?MB @ 420.9kB/s  1.4s\n",
      "pkgs/r/linux-64      \u001b[90m━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m 606.0kB /  ??.?MB @ 440.2kB/s  1.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gpkgs/main/noarch                                   853.2kB @ 583.5kB/s  1.5s\n",
      "[+] 1.5s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m  64.9kB /  ??.?MB @  44.0kB/s  1.5s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m 134.6kB /  ??.?MB @  91.3kB/s  1.5s\n",
      "pkgs/main/linux-64   \u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m 704.2kB /  ??.?MB @ 477.7kB/s  1.5s\n",
      "pkgs/r/linux-64      \u001b[90m━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━\u001b[0m 917.1kB /  ??.?MB @ 620.9kB/s  1.5s\n",
      "pkgs/r/noarch        \u001b[33m━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.6s\n",
      "conda-forge/linux-64 \u001b[90m╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m 107.4kB /  ??.?MB @  68.2kB/s  1.6s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m 175.4kB /  ??.?MB @ 111.5kB/s  1.6s\n",
      "pkgs/main/linux-64   \u001b[90m━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━\u001b[0m   1.0MB /  ??.?MB @ 666.0kB/s  1.6s\n",
      "pkgs/r/linux-64      \u001b[90m━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━\u001b[0m   1.4MB /  ??.?MB @ 861.6kB/s  1.6s\n",
      "pkgs/r/noarch        \u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m   0.0 B /  ??.?MB @  ??.?MB/s  0.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gpkgs/r/linux-64                                      1.9MB @   1.1MB/s  1.7s\n",
      "[+] 1.7s\n",
      "conda-forge/linux-64 \u001b[90m━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━\u001b[0m 165.5kB /  ??.?MB @  98.4kB/s  1.7s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m 330.6kB /  ??.?MB @ 196.6kB/s  1.7s\n",
      "pkgs/main/linux-64   \u001b[90m━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m   1.4MB /  ??.?MB @ 854.6kB/s  1.7s\n",
      "pkgs/r/noarch        \u001b[90m━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━\u001b[0m  28.7kB /  ??.?MB @  17.0kB/s  0.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.8s\n",
      "conda-forge/linux-64 \u001b[90m━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━\u001b[0m 287.9kB /  ??.?MB @ 161.5kB/s  1.8s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m 494.3kB /  ??.?MB @ 277.2kB/s  1.8s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m   2.2MB /  ??.?MB @   1.2MB/s  1.8s\n",
      "pkgs/r/noarch        \u001b[90m━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m 593.9kB /  ??.?MB @ 333.2kB/s  0.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.9s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m 418.8kB /  ??.?MB @ 222.4kB/s  1.9s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━\u001b[0m 772.5kB /  ??.?MB @ 410.2kB/s  1.9s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━\u001b[0m   2.7MB /  ??.?MB @   1.5MB/s  1.9s\n",
      "pkgs/r/noarch        \u001b[90m━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m   1.1MB /  ??.?MB @ 591.8kB/s  0.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 2.0s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━\u001b[0m 647.8kB /  ??.?MB @ 326.6kB/s  2.0s\n",
      "conda-forge/noarch   \u001b[90m━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━\u001b[0m   1.1MB /  ??.?MB @ 554.5kB/s  2.0s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━\u001b[0m   3.2MB /  ??.?MB @   1.6MB/s  2.0s\n",
      "pkgs/r/noarch        \u001b[90m━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━\u001b[0m   1.6MB /  ??.?MB @ 813.5kB/s  0.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 2.1s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━\u001b[0m   1.0MB /  ??.?MB @ 480.9kB/s  2.1s\n",
      "conda-forge/noarch   \u001b[90m━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m   1.6MB /  ??.?MB @ 786.8kB/s  2.1s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m   3.7MB /  ??.?MB @   1.8MB/s  2.1s\n",
      "pkgs/r/noarch        \u001b[90m━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━\u001b[0m   2.1MB /  ??.?MB @   1.0MB/s  0.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gpkgs/r/noarch                                        2.3MB @   1.1MB/s  0.7s\n",
      "[+] 2.2s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m   1.2MB /  ??.?MB @ 563.4kB/s  2.2s\n",
      "conda-forge/noarch   \u001b[90m━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━\u001b[0m   2.0MB /  ??.?MB @ 935.1kB/s  2.2s\n",
      "pkgs/main/linux-64   \u001b[90m━━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━\u001b[0m   4.0MB /  ??.?MB @   1.8MB/s  2.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 2.3s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m   2.1MB /  ??.?MB @ 915.4kB/s  2.3s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━\u001b[0m   3.3MB /  ??.?MB @   1.5MB/s  2.3s\n",
      "pkgs/main/linux-64   \u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m   4.3MB /  ??.?MB @   1.9MB/s  2.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 2.4s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m   3.2MB /  ??.?MB @   1.3MB/s  2.4s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━\u001b[0m   4.1MB /  ??.?MB @   1.7MB/s  2.4s\n",
      "pkgs/main/linux-64   \u001b[33m━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m   4.8MB /  ??.?MB @   2.1MB/s  2.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 2.5s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m   4.2MB /  ??.?MB @   1.7MB/s  2.5s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━\u001b[0m   5.1MB /  ??.?MB @   2.1MB/s  2.5s\n",
      "pkgs/main/linux-64   \u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m   5.4MB /  ??.?MB @   2.2MB/s  2.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 2.6s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━\u001b[0m   5.2MB /  ??.?MB @   2.0MB/s  2.6s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m   6.0MB /  ??.?MB @   2.4MB/s  2.6s\n",
      "pkgs/main/linux-64   \u001b[90m╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m   6.0MB /  ??.?MB @   2.3MB/s  2.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 2.7s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m   5.7MB @   2.2MB/s             2.7s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m   6.6MB @   2.5MB/s             2.7s\n",
      "pkgs/main/linux-64   ━━━━━━━━━━━━━━━━━━━━━━   6.3MB @   2.4MB/s Finalizing  2.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gpkgs/main/linux-64                                 @   2.4MB/s  2.7s\n",
      "[+] 2.8s\n",
      "conda-forge/linux-64 \u001b[90m━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━\u001b[0m   6.0MB /  ??.?MB @   2.1MB/s  2.8s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m   6.8MB /  ??.?MB @   2.4MB/s  2.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 2.9s\n",
      "conda-forge/linux-64 \u001b[90m━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m   7.8MB /  ??.?MB @   2.7MB/s  2.9s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m   8.9MB /  ??.?MB @   3.1MB/s  2.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.0s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m   9.4MB /  ??.?MB @   3.1MB/s  3.0s\n",
      "conda-forge/noarch   \u001b[33m━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m  10.4MB /  ??.?MB @   3.5MB/s  3.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.1s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━\u001b[0m  10.4MB /  ??.?MB @   3.4MB/s  3.1s\n",
      "conda-forge/noarch   \u001b[90m╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m  11.5MB /  ??.?MB @   3.7MB/s  3.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.2s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━\u001b[0m  11.4MB /  ??.?MB @   3.6MB/s  3.2s\n",
      "conda-forge/noarch   \u001b[90m━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━\u001b[0m  12.5MB /  ??.?MB @   3.9MB/s  3.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.3s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m  12.3MB /  ??.?MB @   3.7MB/s  3.3s\n",
      "conda-forge/noarch   \u001b[90m━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━\u001b[0m  13.4MB /  ??.?MB @   4.1MB/s  3.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.4s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m  12.3MB /  ??.?MB @   3.7MB/s  3.4s\n",
      "conda-forge/noarch   \u001b[90m━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━\u001b[0m  13.4MB /  ??.?MB @   4.1MB/s  3.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.5s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m  12.3MB /  ??.?MB @   3.7MB/s  3.5s\n",
      "conda-forge/noarch   \u001b[90m━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━\u001b[0m  13.4MB /  ??.?MB @   4.1MB/s  3.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.6s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m  12.8MB /  ??.?MB @   3.6MB/s  3.6s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━\u001b[0m  14.1MB /  ??.?MB @   3.9MB/s  3.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.7s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m  15.4MB /  ??.?MB @   4.2MB/s  3.7s\n",
      "conda-forge/noarch   \u001b[90m━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━\u001b[0m  14.4MB /  ??.?MB @   3.9MB/s  3.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.8s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m  15.4MB @   4.2MB/s             3.8s\n",
      "conda-forge/noarch   ━━━━━━━━━━━━━━━━━━━━━━  14.5MB @   3.9MB/s Finalizing  3.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.9s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m  15.4MB /  ??.?MB @   4.2MB/s  3.9s\u001b[2K\u001b[1A\u001b[2K\u001b[0Gconda-forge/noarch                                 @   3.9MB/s  3.9s\n",
      "[+] 4.0s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m  17.5MB /  ??.?MB @   4.4MB/s  4.0s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.1s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━\u001b[0m  19.1MB /  ??.?MB @   4.7MB/s  4.1s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.2s\n",
      "conda-forge/linux-64 \u001b[90m━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━\u001b[0m  20.1MB /  ??.?MB @   4.8MB/s  4.2s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.3s\n",
      "conda-forge/linux-64 \u001b[90m━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m  21.0MB /  ??.?MB @   4.9MB/s  4.3s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.4s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m  22.0MB /  ??.?MB @   5.0MB/s  4.4s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.5s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━\u001b[0m  22.9MB /  ??.?MB @   5.1MB/s  4.5s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.6s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━\u001b[0m  23.8MB /  ??.?MB @   5.2MB/s  4.6s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.7s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m  24.8MB /  ??.?MB @   5.3MB/s  4.7s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.8s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m  25.7MB /  ??.?MB @   5.4MB/s  4.8s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.9s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m  26.7MB /  ??.?MB @   5.5MB/s  4.9s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.0s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m  27.7MB /  ??.?MB @   5.5MB/s  5.0s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.1s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━\u001b[0m  28.6MB /  ??.?MB @   5.6MB/s  5.1s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.2s\n",
      "conda-forge/linux-64 \u001b[90m━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━\u001b[0m  29.4MB /  ??.?MB @   5.7MB/s  5.2s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.3s\n",
      "conda-forge/linux-64 \u001b[90m━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m  30.3MB /  ??.?MB @   5.7MB/s  5.3s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.4s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━\u001b[0m  31.2MB /  ??.?MB @   5.8MB/s  5.4s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.5s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━\u001b[0m  32.3MB /  ??.?MB @   5.9MB/s  5.5s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.6s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━\u001b[0m  33.3MB /  ??.?MB @   6.0MB/s  5.6s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.7s\n",
      "conda-forge/linux-64 \u001b[90m━━━━━━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━\u001b[0m  34.1MB /  ??.?MB @   6.0MB/s  5.7s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.8s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m  34.6MB /  ??.?MB @   6.0MB/s  5.8s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.9s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m  35.0MB /  ??.?MB @   5.9MB/s  5.9s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.0s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m  35.0MB /  ??.?MB @   5.9MB/s  6.0s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.1s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m  35.0MB /  ??.?MB @   5.9MB/s  6.1s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.2s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m  35.0MB /  ??.?MB @   5.9MB/s  6.2s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.3s\n",
      "conda-forge/linux-64 \u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m  35.0MB /  ??.?MB @   5.9MB/s  6.3s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.4s\n",
      "conda-forge/linux-64 ━━━━━━━━━━━━━━━━━━━━━━  35.7MB @   6.0MB/s Downloaded  6.4s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.5s\n",
      "conda-forge/linux-64 ━━━━━━━━━━━━━━━━━━━━━━  35.7MB @   6.0MB/s Downloaded  6.5s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.6s\n",
      "conda-forge/linux-64 ━━━━━━━━━━━━━━━━━━━━━━  35.7MB @   6.0MB/s Downloaded  6.6s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.7s\n",
      "conda-forge/linux-64 ━━━━━━━━━━━━━━━━━━━━━━  35.7MB @   6.0MB/s Downloaded  6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.8s\n",
      "conda-forge/linux-64 ━━━━━━━━━━━━━━━━━━━━━━  35.7MB @   6.0MB/s Finalizing  6.8s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.9s\n",
      "conda-forge/linux-64 ━━━━━━━━━━━━━━━━━━━━━━  35.7MB @   6.0MB/s Finalizing  6.9s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.0s\n",
      "conda-forge/linux-64 ━━━━━━━━━━━━━━━━━━━━━━  35.7MB @   6.0MB/s Finalizing  7.0s\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.1s\n",
      "\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.2s\n",
      "\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.3s\n",
      "\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.4s\n",
      "\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.5s\n",
      "\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.6s\n",
      "\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.7s\n",
      "\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.8s\n",
      "\u001b[2K\u001b[1A\u001b[2K\u001b[0Gconda-forge/linux-64                               @   6.0MB/s  7.0s\n",
      "\u001b[?25h\u001b[33m\u001b[1mwarning  libmamba\u001b[m Extracted package cache '/opt/mamba/pkgs/ocl-icd-2.3.1-h7f98852_0' has invalid url\n",
      "\u001b[33m\u001b[1mwarning  libmamba\u001b[m Extracted package cache '/opt/mamba/pkgs/ocl-icd-system-1.0.0-1' has invalid url\n",
      "Transaction\n",
      "\n",
      "  Prefix: /opt/mamba/envs/dmff_omm\n",
      "\n",
      "  Updating specs:\n",
      "\n",
      "   - python=3.9\n",
      "   - openmm\n",
      "   - libtensorflow_cc=2.9.1\n",
      "   - swig=4.0.1\n",
      "   - setuptools=59.5.0\n",
      "\n",
      "\n",
      "  Package                  Version  Build                Channel                    Size\n",
      "──────────────────────────────────────────────────────────────────────────────────────────\n",
      "  Install:\n",
      "──────────────────────────────────────────────────────────────────────────────────────────\n",
      "\n",
      "\u001b[32m  + _libgcc_mutex   \u001b[00m           0.1  conda_forge          conda-forge/linux-64\u001b[32m     Cached\u001b[00m\n",
      "\u001b[32m  + _openmp_mutex   \u001b[00m           4.5  2_gnu                conda-forge/linux-64\u001b[32m     Cached\u001b[00m\n",
      "\u001b[32m  + abseil-cpp      \u001b[00m    20211102.0  h93e1e8c_3           conda-forge/linux-64       13kB\n",
      "\u001b[32m  + bzip2           \u001b[00m         1.0.8  hd590300_5           conda-forge/linux-64      254kB\n",
      "\u001b[32m  + c-ares          \u001b[00m        1.21.0  hd590300_0           conda-forge/linux-64      122kB\n",
      "\u001b[32m  + ca-certificates \u001b[00m     2023.7.22  hbcca054_0           conda-forge/linux-64      150kB\n",
      "\u001b[32m  + cuda-nvrtc      \u001b[00m       12.0.76  h59595ed_1           conda-forge/linux-64       18MB\n",
      "\u001b[32m  + cuda-version    \u001b[00m          12.0  hffde075_2           conda-forge/noarch         21kB\n",
      "\u001b[32m  + giflib          \u001b[00m         5.2.1  h0b41bf4_3           conda-forge/linux-64       77kB\n",
      "\u001b[32m  + grpc-cpp        \u001b[00m        1.46.4  h6fc47f4_3           conda-forge/linux-64        5MB\n",
      "\u001b[32m  + icu             \u001b[00m          70.1  h27087fc_0           conda-forge/linux-64\u001b[32m     Cached\u001b[00m\n",
      "\u001b[32m  + jpeg            \u001b[00m            9e  h0b41bf4_3           conda-forge/linux-64      240kB\n",
      "\u001b[32m  + keyutils        \u001b[00m         1.6.1  h166bdaf_0           conda-forge/linux-64\u001b[32m     Cached\u001b[00m\n",
      "\u001b[32m  + krb5            \u001b[00m        1.20.1  hf9c8cef_0           conda-forge/linux-64        1MB\n",
      "\u001b[32m  + ld_impl_linux-64\u001b[00m          2.40  h41732ed_0           conda-forge/linux-64      705kB\n",
      "\u001b[32m  + libabseil       \u001b[00m    20211102.0  cxx17_h48a1fff_3     conda-forge/linux-64        1MB\n",
      "\u001b[32m  + libblas         \u001b[00m         3.9.0  19_linux64_openblas  conda-forge/linux-64       15kB\n",
      "\u001b[32m  + libcblas        \u001b[00m         3.9.0  19_linux64_openblas  conda-forge/linux-64       14kB\n",
      "\u001b[32m  + libcufft        \u001b[00m     11.0.0.21  hcb278e6_1           conda-forge/linux-64       45MB\n",
      "\u001b[32m  + libcurl         \u001b[00m        7.87.0  h6312ad2_0           conda-forge/linux-64      347kB\n",
      "\u001b[32m  + libedit         \u001b[00m  3.1.20191231  he28a2e2_2           conda-forge/linux-64\u001b[32m     Cached\u001b[00m\n",
      "\u001b[32m  + libev           \u001b[00m          4.33  h516909a_1           conda-forge/linux-64\u001b[32m     Cached\u001b[00m\n",
      "\u001b[32m  + libffi          \u001b[00m         3.4.2  h7f98852_5           conda-forge/linux-64\u001b[32m     Cached\u001b[00m\n",
      "\u001b[32m  + libgcc-ng       \u001b[00m        13.2.0  h807b86a_2           conda-forge/linux-64      771kB\n",
      "\u001b[32m  + libgfortran-ng  \u001b[00m        13.2.0  h69a702a_2           conda-forge/linux-64       24kB\n",
      "\u001b[32m  + libgfortran5    \u001b[00m        13.2.0  ha4646dd_2           conda-forge/linux-64        1MB\n",
      "\u001b[32m  + libgomp         \u001b[00m        13.2.0  h807b86a_2           conda-forge/linux-64      421kB\n",
      "\u001b[32m  + liblapack       \u001b[00m         3.9.0  19_linux64_openblas  conda-forge/linux-64       14kB\n",
      "\u001b[32m  + libnghttp2      \u001b[00m        1.51.0  hdcd2b5c_0           conda-forge/linux-64      623kB\n",
      "\u001b[32m  + libnsl          \u001b[00m         2.0.1  hd590300_0           conda-forge/linux-64       33kB\n",
      "\u001b[32m  + libopenblas     \u001b[00m        0.3.24  pthreads_h413a1c8_0  conda-forge/linux-64        5MB\n",
      "\u001b[32m  + libpng          \u001b[00m        1.6.39  h753d276_0           conda-forge/linux-64      283kB\n",
      "\u001b[32m  + libprotobuf     \u001b[00m        3.20.3  h3eb15da_0           conda-forge/linux-64        2MB\n",
      "\u001b[32m  + libsqlite       \u001b[00m        3.44.0  h2797004_0           conda-forge/linux-64      846kB\n",
      "\u001b[32m  + libssh2         \u001b[00m        1.10.0  haa6b8db_3           conda-forge/linux-64\u001b[32m     Cached\u001b[00m\n",
      "\u001b[32m  + libstdcxx-ng    \u001b[00m        13.2.0  h7e041cc_2           conda-forge/linux-64        4MB\n",
      "\u001b[32m  + libtensorflow_cc\u001b[00m         2.9.1  cpu_h0c3d7b9_0       conda-forge/linux-64      105MB\n",
      "\u001b[32m  + libuuid         \u001b[00m        2.38.1  h0b41bf4_0           conda-forge/linux-64       34kB\n",
      "\u001b[32m  + libzlib         \u001b[00m        1.2.13  hd590300_5           conda-forge/linux-64       62kB\n",
      "\u001b[32m  + ncurses         \u001b[00m           6.4  h59595ed_2           conda-forge/linux-64      884kB\n",
      "\u001b[32m  + numpy           \u001b[00m        1.26.0  py39h474f0d3_0       conda-forge/linux-64        7MB\n",
      "\u001b[32m  + ocl-icd         \u001b[00m         2.3.1  h7f98852_0           conda-forge/linux-64\u001b[32m     Cached\u001b[00m\n",
      "\u001b[32m  + ocl-icd-system  \u001b[00m         1.0.0  1                    conda-forge/linux-64\u001b[32m     Cached\u001b[00m\n",
      "\u001b[32m  + openmm          \u001b[00m         8.0.0  py39h5d72b6b_3       conda-forge/linux-64       11MB\n",
      "\u001b[32m  + openssl         \u001b[00m        1.1.1w  hd590300_0           conda-forge/linux-64        2MB\n",
      "\u001b[32m  + pcre            \u001b[00m          8.45  h9c3ff4c_0           conda-forge/linux-64      259kB\n",
      "\u001b[32m  + pip             \u001b[00m        23.3.1  pyhd8ed1ab_0         conda-forge/noarch          1MB\n",
      "\u001b[32m  + python          \u001b[00m        3.9.15  h47a2c10_0_cpython   conda-forge/linux-64       22MB\n",
      "\u001b[32m  + python_abi      \u001b[00m           3.9  4_cp39               conda-forge/linux-64        6kB\n",
      "\u001b[32m  + re2             \u001b[00m    2022.06.01  h27087fc_1           conda-forge/linux-64      196kB\n",
      "\u001b[32m  + readline        \u001b[00m           8.2  h8228510_1           conda-forge/linux-64      281kB\n",
      "\u001b[32m  + setuptools      \u001b[00m        59.5.0  py39hf3d152e_0       conda-forge/linux-64        1MB\n",
      "\u001b[32m  + snappy          \u001b[00m        1.1.10  h9fff704_0           conda-forge/linux-64       39kB\n",
      "\u001b[32m  + sqlite          \u001b[00m        3.44.0  h2c6b66d_0           conda-forge/linux-64      837kB\n",
      "\u001b[32m  + swig            \u001b[00m         4.0.1  he1b5a44_0           conda-forge/linux-64        1MB\n",
      "\u001b[32m  + tk              \u001b[00m        8.6.13  noxft_h4845f30_101   conda-forge/linux-64        3MB\n",
      "\u001b[32m  + tzdata          \u001b[00m         2023c  h71feb2d_0           conda-forge/noarch        118kB\n",
      "\u001b[32m  + wheel           \u001b[00m        0.41.3  pyhd8ed1ab_0         conda-forge/noarch         58kB\n",
      "\u001b[32m  + xz              \u001b[00m         5.2.6  h166bdaf_0           conda-forge/linux-64\u001b[32m     Cached\u001b[00m\n",
      "\u001b[32m  + zlib            \u001b[00m        1.2.13  hd590300_5           conda-forge/linux-64       93kB\n",
      "\n",
      "  Summary:\n",
      "\n",
      "  Install: 60 packages\n",
      "\n",
      "  Total download: 245MB\n",
      "\n",
      "──────────────────────────────────────────────────────────────────────────────────────────\n",
      "\n",
      "\u001b[?25l\u001b[2K\u001b[0G[+] 0.0s\n",
      "Downloading      \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   0.0 B                            0.0s\n",
      "Extracting   (2) \u001b[90m━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━\u001b[0m       0 ocl-icd                    0.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.1s\n",
      "Downloading  (5) \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   0.0 B ca-certificates            0.0s\n",
      "Extracting   (2) \u001b[90m━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━\u001b[0m       0 ocl-icd                    0.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.2s\n",
      "Downloading  (5) \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   0.0 B ca-certificates            0.1s\n",
      "Extracting   (2) \u001b[90m━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━\u001b[0m       0 ocl-icd                    0.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.3s\n",
      "Downloading  (5) \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   0.0 B ca-certificates            0.2s\n",
      "Extracting   (2) \u001b[90m━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m       0 ocl-icd                    0.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.4s\n",
      "Downloading  (5) \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   0.0 B ca-certificates            0.3s\n",
      "Extracting   (2) \u001b[90m━━━━━━━╸\u001b[0m\u001b[33m━━━━━━━━━━━━━━━\u001b[0m       0 ocl-icd-system             0.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.5s\n",
      "Downloading  (5) \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   0.0 B ld_impl_linux-64           0.4s\n",
      "Extracting       \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m       2                            0.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.6s\n",
      "Downloading  (5) \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   0.0 B ld_impl_linux-64           0.5s\n",
      "Extracting       \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m       2                            0.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.7s\n",
      "Downloading  (5) \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   0.0 B ld_impl_linux-64           0.6s\n",
      "Extracting       \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m       2                            0.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gpython_abi                                           6.4kB @   9.0kB/s  0.7s\n",
      "[+] 0.8s\n",
      "Downloading  (5) \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m 102.0kB ld_impl_linux-64           0.7s\n",
      "Extracting   (1) \u001b[33m━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m       2 python_abi                 0.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 0.9s\n",
      "Downloading  (5) \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m 135.9kB libgomp                    0.8s\n",
      "Extracting   (1) \u001b[33m━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m       2 python_abi                 0.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.0s\n",
      "Downloading  (5) \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m 392.2kB libgomp                    0.9s\n",
      "Extracting   (1) \u001b[33m━━━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m       2 python_abi                 0.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.1s\n",
      "Downloading  (5) \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m 542.9kB libgomp                    1.0s\n",
      "Extracting       ╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━\u001b[0m       3                            0.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gca-certificates                                    149.5kB @ 130.2kB/s  1.1s\n",
      "[+] 1.2s\n",
      "Downloading  (5) \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m 895.2kB libgomp                    1.1s\n",
      "Extracting   (1) ╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━\u001b[0m       3 ca-certificates            0.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.3s\n",
      "Downloading  (5) \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   1.3MB libstdcxx-ng               1.2s\n",
      "Extracting   (1) ╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━\u001b[0m       3 ca-certificates            0.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gjpeg                                               240.4kB @ 179.4kB/s  0.6s\n",
      "libgomp                                            421.1kB @ 313.0kB/s  1.3s\n",
      "[+] 1.4s\n",
      "Downloading  (5) \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   1.7MB libstdcxx-ng               1.3s\n",
      "Extracting   (3) ╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━\u001b[0m       3 ca-certificates            1.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gld_impl_linux-64                                   704.7kB @ 485.8kB/s  1.5s\n",
      "[+] 1.5s\n",
      "Downloading  (5) \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   2.2MB libstdcxx-ng               1.4s\n",
      "Extracting   (3) ╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━\u001b[0m       4 jpeg                       1.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibzlib                                             61.6kB @  39.3kB/s  0.2s\n",
      "pcre                                               259.4kB @ 164.3kB/s  0.4s\n",
      "[+] 1.6s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   2.9MB libstdcxx-ng               1.5s\n",
      "Extracting   (5) ╸\u001b[33m━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━\u001b[0m       4 jpeg                       1.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gbzip2                                              254.2kB @ 158.3kB/s  0.3s\n",
      "[+] 1.7s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   3.4MB swig                       1.6s\n",
      "Extracting   (6) ╸\u001b[33m━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━\u001b[0m       4 jpeg                       1.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.8s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   4.5MB swig                       1.7s\n",
      "Extracting   (5) ━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━\u001b[0m       5 bzip2                      1.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 1.9s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   6.6MB swig                       1.8s\n",
      "Extracting   (3) ━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━\u001b[0m       7 bzip2                      1.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gswig                                                 1.3MB @ 661.4kB/s  0.5s\n",
      "libstdcxx-ng                                         3.8MB @   2.0MB/s  2.0s\n",
      "[+] 2.0s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   8.6MB krb5                       1.9s\n",
      "Extracting   (5) ━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━\u001b[0m       7 bzip2                      1.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 2.1s\n",
      "Downloading  (5) \u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━\u001b[0m   9.5MB krb5                       2.0s\n",
      "Extracting   (4) ━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━\u001b[0m       8 bzip2                      1.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibblas                                             14.6kB @   6.9kB/s  0.2s\n",
      "krb5                                                 1.3MB @ 621.7kB/s  0.5s\n",
      "liblapack                                           14.5kB @   6.7kB/s  0.2s\n",
      "[+] 2.2s\n",
      "Downloading  (5) \u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━\u001b[0m  10.9MB cuda-nvrtc                 2.1s\n",
      "Extracting   (5) ━━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━\u001b[0m      10 krb5                       1.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gcuda-version                                        20.9kB @   9.1kB/s  0.2s\n",
      "[+] 2.3s\n",
      "Downloading  (5) \u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━\u001b[0m  12.0MB cuda-nvrtc                 2.2s\n",
      "Extracting   (6) ━━━╸\u001b[33m━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m      10 krb5                       1.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibprotobuf                                          2.3MB @ 961.8kB/s  0.8s\n",
      "[+] 2.4s\n",
      "Downloading  (5) ╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━\u001b[0m  14.6MB cuda-nvrtc                 2.3s\n",
      "Extracting   (7) ━━━╸\u001b[33m━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m      10 krb5                       2.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gtk                                                   3.3MB @   1.4MB/s  0.8s\n",
      "pip                                                  1.4MB @ 581.9kB/s  0.2s\n",
      "[+] 2.5s\n",
      "Downloading  (5) ╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━\u001b[0m  17.2MB cuda-nvrtc                 2.4s\n",
      "Extracting   (9) ━━━╸\u001b[33m━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━\u001b[0m      10 krb5                       2.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibgcc-ng                                          771.1kB @ 302.6kB/s  0.3s\n",
      "c-ares                                             121.7kB @  47.7kB/s  0.2s\n",
      "[+] 2.6s\n",
      "Downloading  (5) ╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━\u001b[0m  19.2MB libabseil                  2.5s\n",
      "Extracting   (9) ━━━━╸\u001b[33m━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━\u001b[0m      12 libblas                    2.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibuuid                                             33.6kB @  12.8kB/s  0.2s\n",
      "libabseil                                            1.1MB @ 417.8kB/s  0.2s\n",
      "[+] 2.7s\n",
      "Downloading  (5) ━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━\u001b[0m  22.2MB abseil-cpp                 2.6s\n",
      "Extracting  (10) ━━━━╸\u001b[33m━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━\u001b[0m      13 libblas                    2.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gabseil-cpp                                          12.8kB @   4.7kB/s  0.2s\n",
      "libpng                                             282.6kB @ 102.6kB/s  0.2s\n",
      "[+] 2.8s\n",
      "Downloading  (5) ━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━\u001b[0m  24.4MB cuda-nvrtc                 2.7s\n",
      "Extracting  (11) ━━━━━╸\u001b[33m━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m      14 libblas                    2.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibcurl                                            347.4kB @ 121.5kB/s  0.2s\n",
      "[+] 2.9s\n",
      "Downloading  (5) ━╸\u001b[33m━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━\u001b[0m  28.3MB cuda-nvrtc                 2.8s\n",
      "Extracting   (9) ━━━━━━╸\u001b[33m━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m      17 abseil-cpp                 2.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gtzdata                                             117.6kB @  40.2kB/s  0.2s\n",
      "[+] 3.0s\n",
      "Downloading  (5) ━╸\u001b[33m━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━\u001b[0m  30.6MB cuda-nvrtc                 2.9s\n",
      "Extracting  (10) ━━━━━━╸\u001b[33m━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m      17 abseil-cpp                 2.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.1s\n",
      "Downloading  (5) ━╸\u001b[33m━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━\u001b[0m  31.6MB cuda-nvrtc                 3.0s\n",
      "Extracting  (10) ━━━━━━╸\u001b[33m━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m      17 abseil-cpp                 2.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.2s\n",
      "Downloading  (5) ━╸\u001b[33m━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━\u001b[0m  32.2MB libopenblas                3.1s\n",
      "Extracting  (10) ━━━━━━╸\u001b[33m━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m      17 abseil-cpp                 2.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.3s\n",
      "Downloading  (5) ━╸\u001b[33m━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━\u001b[0m  32.3MB libopenblas                3.2s\n",
      "Extracting   (9) ━━━━━━━╸\u001b[33m━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m      18 c-ares                     2.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gsnappy                                              38.9kB @  11.6kB/s  0.4s\n",
      "[+] 3.4s\n",
      "Downloading  (5) ━╸\u001b[33m━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m  33.7MB libopenblas                3.3s\n",
      "Extracting   (7) ━━━━━━━━╸\u001b[33m━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m      21 abseil-cpp                 3.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gsetuptools                                           1.0MB @ 304.8kB/s  0.7s\n",
      "[+] 3.5s\n",
      "Downloading  (5) ━━╸\u001b[33m━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m  35.1MB libopenblas                3.4s\n",
      "Extracting   (7) ━━━━━━━━╸\u001b[33m━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      22 abseil-cpp                 3.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.6s\n",
      "Downloading  (5) ━━╸\u001b[33m━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m  35.3MB ncurses                    3.5s\n",
      "Extracting   (6) ━━━━━━━━━╸\u001b[33m━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      23 abseil-cpp                 3.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.7s\n",
      "Downloading  (5) ━━╸\u001b[33m━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m  35.7MB ncurses                    3.6s\n",
      "Extracting   (5) ━━━━━━━━━╸\u001b[33m━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      24 abseil-cpp                 3.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 3.8s\n",
      "Downloading  (5) ━━╸\u001b[33m━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m  37.7MB ncurses                    3.7s\n",
      "Extracting   (2) ━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      27 setuptools                 3.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gncurses                                            884.4kB @ 232.3kB/s  0.5s\n",
      "[+] 3.9s\n",
      "Downloading  (5) ━━╸\u001b[33m━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m  40.0MB cuda-nvrtc                 3.8s\n",
      "Extracting   (2) ━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      28 setuptools                 3.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.0s\n",
      "Downloading  (5) ━━╸\u001b[33m━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m  40.2MB cuda-nvrtc                 3.9s\n",
      "Extracting   (1) ━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m      29 ncurses                    3.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Greadline                                           281.5kB @  70.1kB/s  0.6s\n",
      "libopenblas                                          5.5MB @   1.4MB/s  1.4s\n",
      "[+] 4.1s\n",
      "Downloading  (5) ━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m  43.6MB cuda-nvrtc                 4.0s\n",
      "Extracting   (3) ━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m      29 ncurses                    3.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.2s\n",
      "Downloading  (5) ━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m  43.6MB cuda-nvrtc                 4.1s\n",
      "Extracting   (3) ━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m      29 ncurses                    3.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibcblas                                            14.5kB @   3.4kB/s  0.2s\n",
      "libsqlite                                          846.0kB @ 198.9kB/s  0.5s\n",
      "[+] 4.3s\n",
      "Downloading  (5) ━━━╸\u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m  44.9MB libcufft                   4.2s\n",
      "Extracting   (4) ━━━━━━━━━━━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━\u001b[0m      30 libcblas                   3.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.4s\n",
      "Downloading  (5) ━━━╸\u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m  44.9MB libcufft                   4.3s\n",
      "Extracting   (3) ━━━━━━━━━━━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━━━━\u001b[0m      31 libcblas                   4.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.5s\n",
      "Downloading  (5) ━━━╸\u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m  45.9MB libcufft                   4.4s\n",
      "Extracting   (2) ━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━\u001b[0m      32 libcblas                   4.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.6s\n",
      "Downloading  (5) ━━━╸\u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m  45.9MB libcufft                   4.5s\n",
      "Extracting   (2) ━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━━\u001b[0m      32 libcblas                   4.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.7s\n",
      "Downloading  (5) ━━━╸\u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m  45.9MB libgfortran5               4.6s\n",
      "Extracting       ━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━\u001b[0m      34                            4.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 4.8s\n",
      "Downloading  (5) ━━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m  47.9MB libgfortran5               4.7s\n",
      "Extracting       ━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━\u001b[0m      34                            4.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibgfortran5                                         1.4MB @ 298.5kB/s  0.6s\n",
      "cuda-nvrtc                                          17.8MB @   3.6MB/s  2.7s\n",
      "[+] 4.9s\n",
      "Downloading  (5) ━━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m  51.9MB libcufft                   4.8s\n",
      "Extracting   (2) ━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m      34 cuda-nvrtc                 4.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.0s\n",
      "Downloading  (5) ━━━━╸\u001b[33m━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━━\u001b[0m  55.5MB libcufft                   4.9s\n",
      "Extracting   (2) ━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m      34 cuda-nvrtc                 4.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.1s\n",
      "Downloading  (5) ━━━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m  57.2MB libcufft                   5.0s\n",
      "Extracting   (2) ━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m      34 cuda-nvrtc                 4.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.2s\n",
      "Downloading  (5) ━━━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m  58.6MB libcufft                   5.1s\n",
      "Extracting   (2) ━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m      34 cuda-nvrtc                 4.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.3s\n",
      "Downloading  (5) ━━━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m  59.1MB libnghttp2                 5.2s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m      35 cuda-nvrtc                 4.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibnghttp2                                         622.7kB @ 116.1kB/s  0.5s\n",
      "[+] 5.4s\n",
      "Downloading  (5) ━━━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m  59.2MB libcufft                   5.3s\n",
      "Extracting   (2) ━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━━\u001b[0m      35 cuda-nvrtc                 4.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.5s\n",
      "Downloading  (5) ━━━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m  60.2MB libcufft                   5.4s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━\u001b[0m      36 libnghttp2                 4.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.6s\n",
      "Downloading  (5) ━━━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m  60.7MB libcufft                   5.5s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━\u001b[0m      36 libnghttp2                 5.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 5.7s\n",
      "Downloading  (5) ━━━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m  61.3MB libcufft                   5.6s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━━━━\u001b[0m      36 libnghttp2                 5.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gopenssl                                              2.0MB @ 339.7kB/s  1.5s\n",
      "wheel                                               57.9kB @  10.0kB/s  0.4s\n",
      "[+] 5.8s\n",
      "Downloading  (5) ━━━━╸\u001b[33m━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━━━━\u001b[0m  64.5MB openmm                     5.7s\n",
      "Extracting   (2) ━━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━━\u001b[0m      37 openssl                    5.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gsqlite                                             836.6kB @ 144.2kB/s  0.9s\n",
      "[+] 5.9s\n",
      "Downloading  (5) ━━━━━╸\u001b[33m━━━━━━━━━━━╸\u001b[0m\u001b[90m━━━━━\u001b[0m  67.6MB openmm                     5.8s\n",
      "Extracting   (3) ━━━━━━━━━━━━━━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━\u001b[0m      37 openssl                    5.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gzlib                                                92.8kB @  15.5kB/s  0.2s\n",
      "giflib                                              77.4kB @  12.9kB/s  0.2s\n",
      "[+] 6.0s\n",
      "Downloading  (5) ━━━━━╸\u001b[33m━━━━━━━━━━━━━━━━━\u001b[0m  68.9MB openmm                     5.9s\n",
      "Extracting   (5) ━━━━━━━━━━━━━━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━\u001b[0m      37 openssl                    5.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.1s\n",
      "Downloading  (5) ━━━━━╸\u001b[33m━━━━━━━━━━━━━━━━━\u001b[0m  70.5MB openmm                     6.0s\n",
      "Extracting   (5) ━━━━━━━━━━━━━━━╸\u001b[33m━━╸\u001b[0m\u001b[90m━━━━\u001b[0m      37 openssl                    5.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.2s\n",
      "Downloading  (5) ━━━━━╸\u001b[33m━━━━━━━━━━━━━━━━━\u001b[0m  70.6MB python                     6.1s\n",
      "Extracting   (4) ━━━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━━\u001b[0m      38 sqlite                     5.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibnsl                                              33.4kB @   5.4kB/s  0.2s\n",
      "[+] 6.3s\n",
      "Downloading  (5) ━━━━━╸\u001b[33m━━━━━━━━━━━━━━━━━\u001b[0m  70.8MB python                     6.2s\n",
      "Extracting   (3) ━━━━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━\u001b[0m      40 giflib                     5.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.4s\n",
      "Downloading  (5) ━━━━━╸\u001b[33m━━━━━━━━━━━━━━━━━\u001b[0m  71.7MB python                     6.3s\n",
      "Extracting   (3) ━━━━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━\u001b[0m      40 giflib                     5.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibgfortran-ng                                      23.7kB @   3.7kB/s  0.2s\n",
      "[+] 6.5s\n",
      "Downloading  (5) ━━━━━╸\u001b[33m━━━━━━━━━━━━━━━━━\u001b[0m  72.7MB python                     6.4s\n",
      "Extracting   (2) ━━━━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━━\u001b[0m      42 libgfortran-ng             5.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.6s\n",
      "Downloading  (5) ━━━━━╸\u001b[33m━━━━━━━━━━━━━━━━━\u001b[0m  75.2MB re2                        6.5s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━━━\u001b[0m      43 libgfortran-ng             6.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gopenmm                                              11.1MB @   1.7MB/s  3.8s\n",
      "[+] 6.7s\n",
      "Downloading  (5) ━━━━━╸\u001b[33m━━━━━━━━━━━━━━━━━\u001b[0m  75.5MB re2                        6.6s\n",
      "Extracting   (2) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━\u001b[0m      43 libgfortran-ng             6.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.8s\n",
      "Downloading  (5) ━━━━━╸\u001b[33m━━━━━━━━━━━━━━━━━\u001b[0m  75.5MB re2                        6.7s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━\u001b[0m      44 openmm                     6.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 6.9s\n",
      "Downloading  (5) ━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m  76.2MB re2                        6.8s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━\u001b[0m      44 openmm                     6.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gre2                                                196.0kB @  28.3kB/s  0.5s\n",
      "[+] 7.0s\n",
      "Downloading  (5) ━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m  79.0MB grpc-cpp                   6.9s\n",
      "Extracting   (2) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━\u001b[0m      44 openmm                     6.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.1s\n",
      "Downloading  (5) ━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m  79.0MB grpc-cpp                   7.0s\n",
      "Extracting   (2) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━\u001b[0m      44 openmm                     6.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.2s\n",
      "Downloading  (5) ━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m  80.5MB grpc-cpp                   7.1s\n",
      "Extracting   (2) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━━\u001b[0m      44 re2                        6.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.3s\n",
      "Downloading  (5) ━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m  80.5MB grpc-cpp                   7.2s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      46                            6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.4s\n",
      "Downloading  (5) ━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m  83.2MB libcufft                   7.3s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      46                            6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.5s\n",
      "Downloading  (5) ━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m  83.2MB libcufft                   7.4s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      46                            6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.6s\n",
      "Downloading  (5) ━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m  83.3MB libcufft                   7.5s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      46                            6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.7s\n",
      "Downloading  (5) ━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m  84.0MB libcufft                   7.6s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      46                            6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.8s\n",
      "Downloading  (5) ━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m  84.0MB libtensorflow_cc           7.7s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      46                            6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 7.9s\n",
      "Downloading  (5) ━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━━\u001b[0m  84.0MB libtensorflow_cc           7.8s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      46                            6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 8.0s\n",
      "Downloading  (5) ━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━\u001b[0m  86.1MB libtensorflow_cc           7.9s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      46                            6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 8.1s\n",
      "Downloading  (5) ━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━\u001b[0m  91.5MB libtensorflow_cc           8.0s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      46                            6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 8.2s\n",
      "Downloading  (5) ━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━\u001b[0m  96.2MB numpy                      8.1s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      46                            6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 8.3s\n",
      "Downloading  (5) ━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━━\u001b[0m  97.8MB numpy                      8.2s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      46                            6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 8.4s\n",
      "Downloading  (5) ━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━\u001b[0m  98.9MB numpy                      8.3s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      46                            6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 8.5s\n",
      "Downloading  (5) ━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━\u001b[0m  98.9MB numpy                      8.4s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      46                            6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 8.6s\n",
      "Downloading  (5) ━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━\u001b[0m  99.5MB python                     8.5s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      46                            6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 8.7s\n",
      "Downloading  (5) ━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━\u001b[0m  99.8MB python                     8.6s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      46                            6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 8.8s\n",
      "Downloading  (5) ━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━\u001b[0m 100.3MB python                     8.7s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      46                            6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 8.9s\n",
      "Downloading  (5) ━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━\u001b[0m 100.4MB python                     8.8s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      46                            6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 9.0s\n",
      "Downloading  (5) ━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━\u001b[0m 102.5MB grpc-cpp                   8.9s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      46                            6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 9.1s\n",
      "Downloading  (5) ━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━\u001b[0m 102.6MB grpc-cpp                   9.0s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m      46                            6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gnumpy                                                6.9MB @ 747.8kB/s  2.3s\n",
      "[+] 9.2s\n",
      "Downloading  (4) ━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━\u001b[0m 104.2MB grpc-cpp                   9.1s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━\u001b[0m      46 numpy                      6.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Ggrpc-cpp                                             5.0MB @ 540.7kB/s  2.6s\n",
      "[+] 9.3s\n",
      "Downloading  (3) ━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━\u001b[0m 105.4MB libcufft                   9.2s\n",
      "Extracting   (2) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━\u001b[0m      46 numpy                      6.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 9.4s\n",
      "Downloading  (3) ━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━━\u001b[0m 107.5MB libcufft                   9.3s\n",
      "Extracting   (2) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━\u001b[0m      46 numpy                      6.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 9.5s\n",
      "Downloading  (3) ━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━\u001b[0m 111.8MB libcufft                   9.4s\n",
      "Extracting   (2) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━\u001b[0m      46 numpy                      7.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 9.6s\n",
      "Downloading  (3) ━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━\u001b[0m 113.2MB libcufft                   9.5s\n",
      "Extracting   (2) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━\u001b[0m      46 grpc-cpp                   7.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 9.7s\n",
      "Downloading  (3) ━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━\u001b[0m 114.7MB libtensorflow_cc           9.6s\n",
      "Extracting   (2) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━\u001b[0m      46 grpc-cpp                   7.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 9.8s\n",
      "Downloading  (3) ━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━━\u001b[0m 116.3MB libtensorflow_cc           9.7s\n",
      "Extracting   (2) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━╸\u001b[0m\u001b[90m━\u001b[0m      46 grpc-cpp                   7.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 9.9s\n",
      "Downloading  (3) ━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━\u001b[0m 117.9MB libtensorflow_cc           9.8s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━\u001b[0m      47 grpc-cpp                   7.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 10.0s\n",
      "Downloading  (3) ━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━\u001b[0m 118.8MB libtensorflow_cc           9.9s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━\u001b[0m      47 grpc-cpp                   7.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 10.1s\n",
      "Downloading  (3) ━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━\u001b[0m 118.8MB python                    10.0s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━\u001b[0m      47 grpc-cpp                   7.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 10.2s\n",
      "Downloading  (3) ━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━\u001b[0m 119.2MB python                    10.1s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━\u001b[0m      47 grpc-cpp                   7.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 10.3s\n",
      "Downloading  (3) ━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━\u001b[0m 120.0MB python                    10.2s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━\u001b[0m      47 grpc-cpp                   7.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 10.4s\n",
      "Downloading  (3) ━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━\u001b[0m 120.3MB python                    10.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━\u001b[0m      47 grpc-cpp                   7.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 10.5s\n",
      "Downloading  (3) ━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━\u001b[0m 122.0MB libcufft                  10.4s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m╸\u001b[0m\u001b[90m━\u001b[0m      47 grpc-cpp                   8.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 10.6s\n",
      "Downloading  (3) ━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━\u001b[0m 123.0MB libcufft                  10.5s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m      48                            8.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 10.7s\n",
      "Downloading  (3) ━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━\u001b[0m 123.0MB libcufft                  10.6s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m      48                            8.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 10.8s\n",
      "Downloading  (3) ━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━\u001b[0m 123.6MB libcufft                  10.7s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m      48                            8.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 10.9s\n",
      "Downloading  (3) ━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━━\u001b[0m 126.9MB libtensorflow_cc          10.8s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m      48                            8.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 11.0s\n",
      "Downloading  (3) ━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━\u001b[0m 130.6MB libtensorflow_cc          10.9s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m      48                            8.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 11.1s\n",
      "Downloading  (3) ━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━\u001b[0m 132.3MB libtensorflow_cc          11.0s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m      48                            8.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Gpython                                              21.9MB @   2.0MB/s  5.3s\n",
      "[+] 11.2s\n",
      "Downloading  (2) ━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━\u001b[0m 133.5MB libtensorflow_cc          11.1s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m      48 python                     8.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 11.3s\n",
      "Downloading  (2) ━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━\u001b[0m 134.4MB libcufft                  11.2s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m      48 python                     8.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 11.4s\n",
      "Downloading  (2) ━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━\u001b[0m 135.4MB libcufft                  11.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m      48 python                     8.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 11.5s\n",
      "Downloading  (2) ━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━\u001b[0m 136.4MB libcufft                  11.4s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m      48 python                     8.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 11.6s\n",
      "Downloading  (2) ━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━\u001b[0m 137.5MB libcufft                  11.5s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m      48 python                     8.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 11.7s\n",
      "Downloading  (2) ━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━━\u001b[0m 138.6MB libtensorflow_cc          11.6s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m      48 python                     8.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 11.8s\n",
      "Downloading  (2) ━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━\u001b[0m 139.8MB libtensorflow_cc          11.7s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m      48 python                     8.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 11.9s\n",
      "Downloading  (2) ━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━\u001b[0m 141.2MB libtensorflow_cc          11.8s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m      48 python                     8.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 12.0s\n",
      "Downloading  (2) ━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━\u001b[0m 142.6MB libtensorflow_cc          11.9s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 12.1s\n",
      "Downloading  (2) ━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━\u001b[0m 144.2MB libcufft                  12.0s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 12.2s\n",
      "Downloading  (2) ━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━\u001b[0m 145.9MB libcufft                  12.1s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 12.3s\n",
      "Downloading  (2) ━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━\u001b[0m 147.8MB libcufft                  12.2s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 12.4s\n",
      "Downloading  (2) ━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━\u001b[0m 148.2MB libcufft                  12.3s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 12.5s\n",
      "Downloading  (2) ━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━\u001b[0m 148.2MB libtensorflow_cc          12.4s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 12.6s\n",
      "Downloading  (2) ━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━━\u001b[0m 149.2MB libtensorflow_cc          12.5s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 12.7s\n",
      "Downloading  (2) ━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━\u001b[0m 150.3MB libtensorflow_cc          12.6s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 12.8s\n",
      "Downloading  (2) ━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━\u001b[0m 150.5MB libtensorflow_cc          12.7s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 12.9s\n",
      "Downloading  (2) ━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━\u001b[0m 150.5MB libcufft                  12.8s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 13.0s\n",
      "Downloading  (2) ━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━\u001b[0m 153.4MB libcufft                  12.9s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 13.1s\n",
      "Downloading  (2) ━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━\u001b[0m 154.9MB libcufft                  13.0s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 13.2s\n",
      "Downloading  (2) ━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━\u001b[0m 158.1MB libcufft                  13.1s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 13.3s\n",
      "Downloading  (2) ━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━━\u001b[0m 160.0MB libtensorflow_cc          13.2s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 13.4s\n",
      "Downloading  (2) ━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━\u001b[0m 161.8MB libtensorflow_cc          13.3s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 13.5s\n",
      "Downloading  (2) ━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━\u001b[0m 161.8MB libtensorflow_cc          13.4s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 13.6s\n",
      "Downloading  (2) ━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━\u001b[0m 161.8MB libtensorflow_cc          13.5s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 13.7s\n",
      "Downloading  (2) ━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━\u001b[0m 162.0MB libcufft                  13.6s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 13.8s\n",
      "Downloading  (2) ━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━\u001b[0m 162.0MB libcufft                  13.7s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 13.9s\n",
      "Downloading  (2) ━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━\u001b[0m 162.0MB libcufft                  13.8s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 14.0s\n",
      "Downloading  (2) ━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━\u001b[0m 162.0MB libcufft                  13.9s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 14.1s\n",
      "Downloading  (2) ━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━\u001b[0m 164.0MB libtensorflow_cc          14.0s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 14.2s\n",
      "Downloading  (2) ━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━\u001b[0m 165.5MB libtensorflow_cc          14.1s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 14.3s\n",
      "Downloading  (2) ━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━\u001b[0m 167.3MB libtensorflow_cc          14.2s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 14.4s\n",
      "Downloading  (2) ━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━\u001b[0m 169.3MB libtensorflow_cc          14.3s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 14.5s\n",
      "Downloading  (2) ━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━━\u001b[0m 171.4MB libcufft                  14.4s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 14.6s\n",
      "Downloading  (2) ━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━\u001b[0m 173.5MB libcufft                  14.5s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 14.7s\n",
      "Downloading  (2) ━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━\u001b[0m 175.7MB libcufft                  14.6s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49                            8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibcufft                                            44.8MB @   3.0MB/s 10.8s\n",
      "[+] 14.8s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━\u001b[0m 178.1MB libtensorflow_cc          14.7s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49 libcufft                   8.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 14.9s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━\u001b[0m 179.3MB libtensorflow_cc          14.8s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49 libcufft                   9.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 15.0s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━━\u001b[0m 180.6MB libtensorflow_cc          14.9s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49 libcufft                   9.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 15.1s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 182.0MB libtensorflow_cc          15.0s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49 libcufft                   9.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 15.2s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 183.5MB libtensorflow_cc          15.1s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49 libcufft                   9.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 15.3s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 185.2MB libtensorflow_cc          15.2s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49 libcufft                   9.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 15.4s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 186.1MB libtensorflow_cc          15.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49 libcufft                   9.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 15.5s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 186.1MB libtensorflow_cc          15.4s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49 libcufft                   9.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 15.6s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 186.2MB libtensorflow_cc          15.5s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49 libcufft                   9.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 15.7s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 188.1MB libtensorflow_cc          15.6s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      49 libcufft                   9.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 15.8s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 189.4MB libtensorflow_cc          15.7s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 15.9s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 191.0MB libtensorflow_cc          15.8s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 16.0s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━━\u001b[0m 192.7MB libtensorflow_cc          15.9s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 16.1s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 194.4MB libtensorflow_cc          16.0s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 16.2s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 196.0MB libtensorflow_cc          16.1s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 16.3s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 197.7MB libtensorflow_cc          16.2s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 16.4s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 197.7MB libtensorflow_cc          16.3s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 16.5s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 197.7MB libtensorflow_cc          16.4s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 16.6s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 199.3MB libtensorflow_cc          16.5s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 16.7s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 200.3MB libtensorflow_cc          16.6s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 16.8s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 201.7MB libtensorflow_cc          16.7s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 16.9s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━━\u001b[0m 203.1MB libtensorflow_cc          16.8s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 17.0s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 204.8MB libtensorflow_cc          16.9s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 17.1s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 206.5MB libtensorflow_cc          17.0s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 17.2s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 208.1MB libtensorflow_cc          17.1s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 17.3s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 209.8MB libtensorflow_cc          17.2s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 17.4s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 211.4MB libtensorflow_cc          17.3s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 17.5s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 212.3MB libtensorflow_cc          17.4s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 17.6s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 212.3MB libtensorflow_cc          17.5s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 17.7s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━━\u001b[0m 212.4MB libtensorflow_cc          17.6s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 17.8s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 214.1MB libtensorflow_cc          17.7s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 17.9s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 215.5MB libtensorflow_cc          17.8s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 18.0s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 217.5MB libtensorflow_cc          17.9s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 18.1s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 219.3MB libtensorflow_cc          18.0s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 18.2s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 221.4MB libtensorflow_cc          18.1s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 18.3s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 222.1MB libtensorflow_cc          18.2s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 18.4s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 222.1MB libtensorflow_cc          18.3s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 18.5s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 222.8MB libtensorflow_cc          18.4s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 18.6s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 223.9MB libtensorflow_cc          18.5s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 18.7s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━━\u001b[0m 225.4MB libtensorflow_cc          18.6s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 18.8s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m 226.6MB libtensorflow_cc          18.7s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 18.9s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m 228.5MB libtensorflow_cc          18.8s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 19.0s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m 230.3MB libtensorflow_cc          18.9s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 19.1s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m 232.1MB libtensorflow_cc          19.0s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 19.2s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m 233.1MB libtensorflow_cc          19.1s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 19.3s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m 233.1MB libtensorflow_cc          19.2s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 19.4s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━━\u001b[0m 234.5MB libtensorflow_cc          19.3s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 19.5s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m 235.5MB libtensorflow_cc          19.4s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 19.6s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m 236.7MB libtensorflow_cc          19.5s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 19.7s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m 238.8MB libtensorflow_cc          19.6s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 19.8s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m 240.9MB libtensorflow_cc          19.7s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 19.9s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m 241.9MB libtensorflow_cc          19.8s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 20.0s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m 243.0MB libtensorflow_cc          19.9s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 20.1s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m 243.0MB libtensorflow_cc          20.0s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 20.2s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m 243.5MB libtensorflow_cc          20.1s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 20.3s\n",
      "Downloading  (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m 243.6MB libtensorflow_cc          20.2s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50                            9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0Glibtensorflow_cc                                   105.3MB @   5.2MB/s 14.3s\n",
      "[+] 20.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc           9.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 20.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          10.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 20.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          10.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 20.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          10.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 20.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          10.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 20.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          10.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 21.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          10.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 21.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          10.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 21.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          10.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 21.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          10.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 21.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          10.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 21.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          11.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 21.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          11.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 21.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          11.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 21.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          11.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 21.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          11.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 22.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          11.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 22.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          11.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 22.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          11.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 22.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          11.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 22.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          11.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 22.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          12.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 22.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          12.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 22.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          12.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 22.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          12.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 22.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          12.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 23.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          12.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 23.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          12.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 23.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          12.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 23.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          12.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 23.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          12.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 23.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          13.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 23.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          13.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 23.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          13.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 23.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          13.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 23.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          13.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 24.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          13.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 24.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          13.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 24.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          13.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 24.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          13.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 24.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          13.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 24.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          14.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 24.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          14.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 24.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          14.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 24.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          14.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 24.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          14.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 25.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          14.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 25.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          14.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 25.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          14.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 25.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          14.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 25.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          14.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 25.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          15.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 25.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          15.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 25.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          15.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 25.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          15.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 25.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          15.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 26.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          15.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 26.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          15.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 26.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          15.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 26.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          15.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 26.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          15.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 26.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          16.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 26.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          16.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 26.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          16.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 26.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          16.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 26.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          16.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 27.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          16.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 27.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          16.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 27.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          16.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 27.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          16.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 27.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          16.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 27.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          17.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 27.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          17.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 27.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          17.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 27.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          17.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 27.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          17.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 28.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          17.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 28.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          17.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 28.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          17.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 28.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          17.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 28.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          17.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 28.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          18.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 28.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          18.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 28.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          18.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 28.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          18.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 28.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          18.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 29.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          18.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 29.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          18.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 29.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          18.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 29.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          18.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 29.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          18.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 29.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          19.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 29.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          19.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 29.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          19.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 29.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          19.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 29.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          19.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 30.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          19.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 30.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          19.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 30.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          19.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 30.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          19.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 30.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          19.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 30.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          20.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 30.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          20.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 30.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          20.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 30.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          20.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 30.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          20.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 31.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          20.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 31.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          20.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 31.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          20.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 31.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          20.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 31.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          20.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 31.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          21.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 31.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          21.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 31.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          21.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 31.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          21.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 31.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          21.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 32.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          21.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 32.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          21.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 32.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          21.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 32.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          21.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 32.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          21.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 32.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          22.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 32.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          22.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 32.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          22.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 32.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          22.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 32.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          22.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 33.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          22.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 33.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          22.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 33.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          22.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 33.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          22.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 33.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          22.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 33.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          23.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 33.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          23.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 33.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          23.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 33.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          23.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 33.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          23.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 34.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          23.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 34.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          23.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 34.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          23.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 34.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          23.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 34.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          23.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 34.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          24.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 34.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          24.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 34.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          24.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 34.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          24.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 34.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          24.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 35.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          24.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 35.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          24.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 35.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          24.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 35.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          24.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 35.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          24.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 35.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          25.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 35.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          25.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 35.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          25.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 35.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          25.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 35.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          25.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 36.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          25.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 36.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          25.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 36.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          25.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 36.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          25.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 36.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          25.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 36.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          26.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 36.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          26.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 36.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          26.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 36.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          26.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 36.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          26.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 37.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          26.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 37.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          26.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 37.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          26.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 37.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          26.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 37.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          26.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 37.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          27.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 37.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          27.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 37.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          27.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 37.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          27.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 37.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          27.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 38.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          27.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 38.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          27.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 38.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          27.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 38.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          27.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 38.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          27.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 38.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          28.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 38.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          28.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 38.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          28.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 38.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          28.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 38.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          28.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 39.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          28.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 39.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          28.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 39.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          28.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 39.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          28.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 39.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          28.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 39.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          29.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 39.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          29.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 39.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          29.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 39.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          29.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 39.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          29.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 40.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          29.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 40.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          29.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 40.2s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          29.7s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 40.3s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          29.8s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 40.4s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          29.9s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 40.5s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          30.0s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 40.6s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          30.1s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 40.7s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          30.2s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 40.8s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          30.3s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 40.9s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          30.4s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 41.0s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting   (1) ━━━━━━━━━━━━━━━━━━━━━╸\u001b[33m━\u001b[0m      50 libtensorflow_cc          30.5s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G[+] 41.1s\n",
      "Downloading      ━━━━━━━━━━━━━━━━━━━━━━━ 245.1MB                           20.3s\n",
      "Extracting       ━━━━━━━━━━━━━━━━━━━━━━━      51                           30.6s\u001b[2K\u001b[1A\u001b[2K\u001b[1A\u001b[2K\u001b[0G\u001b[?25h\n",
      "Downloading and Extracting Packages\n",
      "\n",
      "Preparing transaction: done\n",
      "Verifying transaction: done\n",
      "Executing transaction: done\n",
      "\n",
      "To activate this environment, use\n",
      "\n",
      "     $ mamba activate dmff_omm\n",
      "\n",
      "To deactivate an active environment, use\n",
      "\n",
      "     $ mamba deactivate\n",
      "\n",
      "Run 'mamba init' to be able to run mamba activate/deactivate\n",
      "and start a new shell session. Or use conda to activate/deactivate.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "!mamba create -n dmff_omm -c conda-forge -y python=3.9 openmm libtensorflow_cc=2.9.1 swig=4.0.1 setuptools=59.5.0\n",
    "!mamba activate dmff_omm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "23491ef9-77c7-45b8-b71e-05452c7ba798",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--2023-11-09 06:26:46--  https://github.com/tensorflow/tensorflow/archive/refs/tags/v2.9.1.tar.gz\n",
      "Resolving ga.dp.tech (ga.dp.tech)... 10.255.254.7, 10.255.254.37, 10.255.254.18\n",
      "Connecting to ga.dp.tech (ga.dp.tech)|10.255.254.7|:8118... connected.\n",
      "Proxy request sent, awaiting response... 302 Found\n",
      "Location: https://codeload.github.com/tensorflow/tensorflow/tar.gz/refs/tags/v2.9.1 [following]\n",
      "--2023-11-09 06:26:47--  https://codeload.github.com/tensorflow/tensorflow/tar.gz/refs/tags/v2.9.1\n",
      "Connecting to ga.dp.tech (ga.dp.tech)|10.255.254.7|:8118... connected.\n",
      "Proxy request sent, awaiting response... 200 OK\n",
      "Length: unspecified [application/x-gzip]\n",
      "Saving to: ‘v2.9.1.tar.gz’\n",
      "\n",
      "v2.9.1.tar.gz           [                 <=>]  63.57M  5.04MB/s    in 14s     \n",
      "\n",
      "2023-11-09 06:27:02 (4.66 MB/s) - ‘v2.9.1.tar.gz’ saved [66654318]\n",
      "\n"
     ]
    }
   ],
   "source": [
    "!wget https://github.com/tensorflow/tensorflow/archive/refs/tags/v2.9.1.tar.gz\n",
    "!tar -xf v2.9.1.tar.gz --no-same-owner\n",
    "!cp -r tensorflow-2.9.1/tensorflow/c /opt/mamba/envs/dmff_omm/include/tensorflow"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "33b4746d-9d70-4304-ba2f-27b481ed2407",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cloning into 'cppflow'...\n",
      "remote: Enumerating objects: 1011, done.\u001b[K\n",
      "remote: Counting objects: 100% (299/299), done.\u001b[K\n",
      "remote: Compressing objects: 100% (138/138), done.\u001b[K\n",
      "remote: Total 1011 (delta 182), reused 237 (delta 157), pack-reused 712\u001b[K\n",
      "Receiving objects: 100% (1011/1011), 8.70 MiB | 5.32 MiB/s, done.\n",
      "Resolving deltas: 100% (483/483), done.\n"
     ]
    }
   ],
   "source": [
    "!git clone https://github.com/serizba/cppflow.git\n",
    "!cd /data/cppflow && git apply /data/DMFF/backend/openmm_dmff_plugin/tests/cppflow_empty_constructor.patch\n",
    "!mkdir /opt/mamba/envs/dmff_omm/include/cppflow\n",
    "!cd /data/cppflow && cp -r include/cppflow /opt/mamba/envs/dmff_omm/include/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "d07d498d-536d-4ed8-8fa8-f012fd8d6281",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-- The C compiler identification is GNU 9.4.0\n",
      "-- The CXX compiler identification is GNU 9.4.0\n",
      "-- Check for working C compiler: /usr/bin/cc\n",
      "-- Check for working C compiler: /usr/bin/cc -- works\n",
      "-- Detecting C compiler ABI info\n",
      "-- Detecting C compiler ABI info - done\n",
      "-- Detecting C compile features\n",
      "-- Detecting C compile features - done\n",
      "-- Check for working CXX compiler: /usr/bin/c++\n",
      "-- Check for working CXX compiler: /usr/bin/c++ -- works\n",
      "-- Detecting CXX compiler ABI info\n",
      "-- Detecting CXX compiler ABI info - done\n",
      "-- Detecting CXX compile features\n",
      "-- Detecting CXX compile features - done\n",
      "-- Looking for pthread.h\n",
      "-- Looking for pthread.h - found\n",
      "-- Performing Test CMAKE_HAVE_LIBC_PTHREAD\n",
      "-- Performing Test CMAKE_HAVE_LIBC_PTHREAD - Failed\n",
      "-- Looking for pthread_create in pthreads\n",
      "-- Looking for pthread_create in pthreads - not found\n",
      "-- Looking for pthread_create in pthread\n",
      "-- Looking for pthread_create in pthread - found\n",
      "-- Found Threads: TRUE  \n",
      "-- CUDA found, building CUDA implementation\n",
      "-- Python and SWIG found, building Python wrappers\n",
      "-- Configuring done\n",
      "-- Generating done\n",
      "-- Build files have been written to: /data/DMFF/backend/openmm_dmff_plugin/build\n",
      "\u001b[35m\u001b[1mScanning dependencies of target OpenMMDMFF\u001b[0m\n",
      "[  5%] \u001b[32mBuilding CXX object CMakeFiles/OpenMMDMFF.dir/openmmapi/src/DMFFForce.cpp.o\u001b[0m\n",
      "[ 10%] \u001b[32mBuilding CXX object CMakeFiles/OpenMMDMFF.dir/openmmapi/src/DMFFForceImpl.cpp.o\u001b[0m\n",
      "[ 15%] \u001b[32mBuilding CXX object CMakeFiles/OpenMMDMFF.dir/serialization/src/DMFFForceProxy.cpp.o\u001b[0m\n",
      "[ 21%] \u001b[32mBuilding CXX object CMakeFiles/OpenMMDMFF.dir/serialization/src/DMFFSerializationProxyRegistration.cpp.o\u001b[0m\n",
      "[ 26%] \u001b[32m\u001b[1mLinking CXX shared library libOpenMMDMFF.so\u001b[0m\n",
      "[ 26%] Built target OpenMMDMFF\n",
      "\u001b[35m\u001b[1mScanning dependencies of target TestSerializeDMFFForce\u001b[0m\n",
      "[ 31%] \u001b[32mBuilding CXX object serialization/tests/CMakeFiles/TestSerializeDMFFForce.dir/TestSerializeDMFFForce.cpp.o\u001b[0m\n",
      "[ 36%] \u001b[32m\u001b[1mLinking CXX executable ../../TestSerializeDMFFForce\u001b[0m\n",
      "[ 36%] Built target TestSerializeDMFFForce\n",
      "\u001b[35m\u001b[1mScanning dependencies of target OpenMMDMFFReference\u001b[0m\n",
      "[ 42%] \u001b[32mBuilding CXX object platforms/reference/CMakeFiles/OpenMMDMFFReference.dir/src/ReferenceDMFFKernelFactory.cpp.o\u001b[0m\n",
      "[ 47%] \u001b[32mBuilding CXX object platforms/reference/CMakeFiles/OpenMMDMFFReference.dir/src/ReferenceDMFFKernels.cpp.o\u001b[0m\n",
      "[ 52%] \u001b[32m\u001b[1mLinking CXX shared library ../../libOpenMMDMFFReference.so\u001b[0m\n",
      "[ 52%] Built target OpenMMDMFFReference\n",
      "\u001b[35m\u001b[1mScanning dependencies of target TestDMFFPlugin4Reference\u001b[0m\n",
      "[ 57%] \u001b[32mBuilding CXX object platforms/reference/tests/CMakeFiles/TestDMFFPlugin4Reference.dir/TestDMFFPlugin4Reference.cpp.o\u001b[0m\n",
      "[ 63%] \u001b[32m\u001b[1mLinking CXX executable ../../../TestDMFFPlugin4Reference\u001b[0m\n",
      "[ 63%] Built target TestDMFFPlugin4Reference\n",
      "[ 68%] \u001b[34m\u001b[1mGenerating src/CudaDMFFKernelSources.cpp, src/CudaDMFFKernelSources.h\u001b[0m\n",
      "\u001b[35m\u001b[1mScanning dependencies of target OpenMMDMFFCUDA\u001b[0m\n",
      "[ 73%] \u001b[32mBuilding CXX object platforms/cuda/CMakeFiles/OpenMMDMFFCUDA.dir/src/CudaDMFFKernelFactory.cpp.o\u001b[0m\n",
      "[ 78%] \u001b[32mBuilding CXX object platforms/cuda/CMakeFiles/OpenMMDMFFCUDA.dir/src/CudaDMFFKernels.cpp.o\u001b[0m\n",
      "[ 84%] \u001b[32mBuilding CXX object platforms/cuda/CMakeFiles/OpenMMDMFFCUDA.dir/src/CudaDMFFKernelSources.cpp.o\u001b[0m\n",
      "[ 89%] \u001b[32m\u001b[1mLinking CXX shared library ../../libOpenMMDMFFCUDA.so\u001b[0m\n",
      "[ 89%] Built target OpenMMDMFFCUDA\n",
      "\u001b[35m\u001b[1mScanning dependencies of target TestDMFFPlugin4CUDA\u001b[0m\n",
      "[ 94%] \u001b[32mBuilding CXX object platforms/cuda/tests/CMakeFiles/TestDMFFPlugin4CUDA.dir/TestDMFFPlugin4CUDA.cpp.o\u001b[0m\n",
      "[100%] \u001b[32m\u001b[1mLinking CXX executable ../../../TestDMFFPlugin4CUDA\u001b[0m\n",
      "[100%] Built target TestDMFFPlugin4CUDA\n",
      "[ 26%] Built target OpenMMDMFF\n",
      "[ 36%] Built target TestSerializeDMFFForce\n",
      "[ 52%] Built target OpenMMDMFFReference\n",
      "[ 63%] Built target TestDMFFPlugin4Reference\n",
      "[ 89%] Built target OpenMMDMFFCUDA\n",
      "[100%] Built target TestDMFFPlugin4CUDA\n",
      "\u001b[36mInstall the project...\u001b[0m\n",
      "-- Install configuration: \"\"\n",
      "-- Installing: /opt/mamba/envs/dmff_omm/include/DMFFForce.h\n",
      "-- Installing: /opt/mamba/envs/dmff_omm/include/DMFFKernels.h\n",
      "-- Installing: /opt/mamba/envs/dmff_omm/include/internal/DMFFForceImpl.h\n",
      "-- Installing: /opt/mamba/envs/dmff_omm/include/internal/windowsExportDMFF.h\n",
      "-- Installing: /opt/mamba/envs/dmff_omm/lib/libOpenMMDMFF.so\n",
      "-- Set runtime path of \"/opt/mamba/envs/dmff_omm/lib/libOpenMMDMFF.so\" to \"\"\n",
      "-- Installing: /opt/mamba/envs/dmff_omm/lib/plugins/libOpenMMDMFFReference.so\n",
      "-- Set runtime path of \"/opt/mamba/envs/dmff_omm/lib/plugins/libOpenMMDMFFReference.so\" to \"\"\n",
      "-- Installing: /opt/mamba/envs/dmff_omm/lib/plugins/libOpenMMDMFFCUDA.so\n",
      "-- Set runtime path of \"/opt/mamba/envs/dmff_omm/lib/plugins/libOpenMMDMFFCUDA.so\" to \"\"\n",
      "\u001b[35m\u001b[1mScanning dependencies of target PythonInstall\u001b[0m\n",
      "[100%] \u001b[34m\u001b[1mGenerating OpenMMDMFFPluginWrapper.cpp\u001b[0m\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:724: Warning 314: 'None' is a python keyword, renaming to '_None'\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:470: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:493: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:570: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:587: Warning 453: Can't apply (std::string &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:588: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:598: Warning 453: Can't apply (std::string &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:599: Warning 453: Can't apply (std::string &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:605: Warning 453: Can't apply (std::set< int > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:606: Warning 453: Can't apply (std::set< int > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:611: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:633: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:666: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:671: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:707: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:777: Warning 453: Can't apply (std::vector< int,std::allocator< int > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:794: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:808: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:834: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:866: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:874: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:905: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:912: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:987: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1104: Warning 453: Can't apply (std::string &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1117: Warning 453: Can't apply (std::string &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1135: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1183: Warning 453: Can't apply (ContextImpl &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1184: Warning 453: Can't apply (ContextImpl &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1223: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1224: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1228: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1231: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1255: Warning 453: Can't apply (Vec3 &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1256: Warning 453: Can't apply (Vec3 &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1257: Warning 453: Can't apply (Vec3 &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1304: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1317: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1354: Warning 453: Can't apply (std::vector< int,std::allocator< int > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1355: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1361: Warning 453: Can't apply (std::vector< int,std::allocator< int > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1362: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1371: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1438: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1501: Warning 453: Can't apply (ContextImpl &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1583: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1611: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1721: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1722: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1775: Warning 453: Can't apply (std::vector< Vec3,std::allocator< Vec3 > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1778: Warning 453: Can't apply (std::vector< Vec3,std::allocator< Vec3 > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1781: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1827: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1832: Warning 453: Can't apply (std::string &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1833: Warning 453: Can't apply (std::string &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1841: Warning 453: Can't apply (std::string &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1859: Warning 453: Can't apply (std::string &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1860: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1869: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1896: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1983: Warning 453: Can't apply (Vec3 &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1984: Warning 453: Can't apply (Vec3 &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:1985: Warning 453: Can't apply (Vec3 &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2017: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2023: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2054: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2089: Warning 453: Can't apply (std::vector< Vec3,std::allocator< Vec3 > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2092: Warning 453: Can't apply (std::vector< Vec3,std::allocator< Vec3 > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2107: Warning 453: Can't apply (std::string &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2108: Warning 453: Can't apply (std::string &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2178: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2238: Warning 453: Can't apply (std::vector< int,std::allocator< int > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2253: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2254: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2275: Warning 453: Can't apply (std::vector< int,std::allocator< int > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2278: Warning 453: Can't apply (std::vector< std::vector< int,std::allocator< int > >,std::allocator< std::vector< int,std::allocator< int > > > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2289: Warning 453: Can't apply (std::vector< Vec3,std::allocator< Vec3 > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2292: Warning 453: Can't apply (std::vector< Vec3,std::allocator< Vec3 > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2295: Warning 453: Can't apply (std::vector< Vec3,std::allocator< Vec3 > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2298: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2301: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2302: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2306: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2337: Warning 453: Can't apply (std::vector< int,std::allocator< int > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2338: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2348: Warning 453: Can't apply (std::string &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2349: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2358: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2374: Warning 453: Can't apply (OpenMM::SerializationNode &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2384: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2436: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2447: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2466: Warning 453: Can't apply (std::string &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2467: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2476: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2520: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2534: Warning 453: Can't apply (std::set< int > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2542: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2600: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2603: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2606: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2679: Warning 453: Can't apply (OpenMM::Context &OUTPUT). No typemaps are defined.\n",
      "/opt/mamba/envs/dmff_omm/include/swig/OpenMMSwigHeaders.i:2723: Warning 453: Can't apply (std::vector< double,std::allocator< double > > &OUTPUT). No typemaps are defined.\n",
      "running build\n",
      "running build_py\n",
      "creating build\n",
      "creating build/lib.linux-x86_64-3.9\n",
      "creating build/lib.linux-x86_64-3.9/OpenMMDMFFPlugin\n",
      "copying OpenMMDMFFPlugin/__init__.py -> build/lib.linux-x86_64-3.9/OpenMMDMFFPlugin\n",
      "copying OpenMMDMFFPlugin/tools.py -> build/lib.linux-x86_64-3.9/OpenMMDMFFPlugin\n",
      "package init file 'OpenMMDMFFPlugin/tests/__init__.py' not found (or not a regular file)\n",
      "creating build/lib.linux-x86_64-3.9/OpenMMDMFFPlugin/tests\n",
      "copying OpenMMDMFFPlugin/tests/test_dmff_plugin_nve.py -> build/lib.linux-x86_64-3.9/OpenMMDMFFPlugin/tests\n",
      "package init file 'OpenMMDMFFPlugin/tests/__init__.py' not found (or not a regular file)\n",
      "running build_ext\n",
      "building 'OpenMMDMFFPlugin._OpenMMDMFFPlugin' extension\n",
      "creating build/temp.linux-x86_64-3.9\n",
      "/usr/bin/cc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /opt/mamba/envs/dmff_omm/include -fPIC -O2 -isystem /opt/mamba/envs/dmff_omm/include -fPIC -I/opt/mamba/envs/dmff_omm/include -I/opt/mamba/envs/dmff_omm/include -I/opt/mamba/envs/dmff_omm/include -I/data/DMFF/backend/openmm_dmff_plugin/openmmapi/include -I/opt/mamba/envs/dmff_omm/include/python3.9 -c OpenMMDMFFPluginWrapper.cpp -o build/temp.linux-x86_64-3.9/OpenMMDMFFPluginWrapper.o -std=c++17 -fPIC\n",
      "/usr/bin/c++ -shared -Wl,--allow-shlib-undefined -Wl,-rpath,/opt/mamba/envs/dmff_omm/lib -Wl,-rpath-link,/opt/mamba/envs/dmff_omm/lib -L/opt/mamba/envs/dmff_omm/lib -Wl,--allow-shlib-undefined -Wl,-rpath,/opt/mamba/envs/dmff_omm/lib -Wl,-rpath-link,/opt/mamba/envs/dmff_omm/lib -L/opt/mamba/envs/dmff_omm/lib build/temp.linux-x86_64-3.9/OpenMMDMFFPluginWrapper.o -L/opt/mamba/envs/dmff_omm/lib -L/opt/mamba/envs/dmff_omm/lib -L/opt/mamba/envs/dmff_omm/lib -L/data/DMFF/backend/openmm_dmff_plugin/build -lOpenMM -lOpenMMDMFF -o build/lib.linux-x86_64-3.9/OpenMMDMFFPlugin/_OpenMMDMFFPlugin.cpython-39-x86_64-linux-gnu.so\n",
      "running install\n",
      "running build\n",
      "running build_py\n",
      "copying OpenMMDMFFPlugin/OpenMMDMFFPlugin.py -> build/lib.linux-x86_64-3.9/OpenMMDMFFPlugin\n",
      "package init file 'OpenMMDMFFPlugin/tests/__init__.py' not found (or not a regular file)\n",
      "package init file 'OpenMMDMFFPlugin/tests/__init__.py' not found (or not a regular file)\n",
      "running build_ext\n",
      "running install_lib\n",
      "creating /opt/mamba/envs/dmff_omm/lib/python3.9/site-packages/OpenMMDMFFPlugin\n",
      "copying build/lib.linux-x86_64-3.9/OpenMMDMFFPlugin/OpenMMDMFFPlugin.py -> /opt/mamba/envs/dmff_omm/lib/python3.9/site-packages/OpenMMDMFFPlugin\n",
      "copying build/lib.linux-x86_64-3.9/OpenMMDMFFPlugin/_OpenMMDMFFPlugin.cpython-39-x86_64-linux-gnu.so -> /opt/mamba/envs/dmff_omm/lib/python3.9/site-packages/OpenMMDMFFPlugin\n",
      "copying build/lib.linux-x86_64-3.9/OpenMMDMFFPlugin/__init__.py -> /opt/mamba/envs/dmff_omm/lib/python3.9/site-packages/OpenMMDMFFPlugin\n",
      "creating /opt/mamba/envs/dmff_omm/lib/python3.9/site-packages/OpenMMDMFFPlugin/tests\n",
      "copying build/lib.linux-x86_64-3.9/OpenMMDMFFPlugin/tests/test_dmff_plugin_nve.py -> /opt/mamba/envs/dmff_omm/lib/python3.9/site-packages/OpenMMDMFFPlugin/tests\n",
      "copying build/lib.linux-x86_64-3.9/OpenMMDMFFPlugin/tools.py -> /opt/mamba/envs/dmff_omm/lib/python3.9/site-packages/OpenMMDMFFPlugin\n",
      "byte-compiling /opt/mamba/envs/dmff_omm/lib/python3.9/site-packages/OpenMMDMFFPlugin/OpenMMDMFFPlugin.py to OpenMMDMFFPlugin.cpython-39.pyc\n",
      "byte-compiling /opt/mamba/envs/dmff_omm/lib/python3.9/site-packages/OpenMMDMFFPlugin/__init__.py to __init__.cpython-39.pyc\n",
      "byte-compiling /opt/mamba/envs/dmff_omm/lib/python3.9/site-packages/OpenMMDMFFPlugin/tests/test_dmff_plugin_nve.py to test_dmff_plugin_nve.cpython-39.pyc\n",
      "byte-compiling /opt/mamba/envs/dmff_omm/lib/python3.9/site-packages/OpenMMDMFFPlugin/tools.py to tools.cpython-39.pyc\n",
      "running install_egg_info\n",
      "Writing /opt/mamba/envs/dmff_omm/lib/python3.9/site-packages/OpenMMDMFFPlugin-cdb14ee-py3.9.egg-info\n",
      "[100%] Built target PythonInstall\n"
     ]
    }
   ],
   "source": [
    "!cd /data/DMFF/backend/openmm_dmff_plugin/ && mkdir build && cd build && cmake .. -DOPENMM_DIR=/opt/mamba/envs/dmff_omm -DCPPFLOW_DIR=/opt/mamba/envs/dmff_omm -DTENSORFLOW_DIR=/opt/mamba/envs/dmff_omm -DSWIG_EXECUTABLE=/opt/mamba/envs/dmff_omm/bin/swig -DPYTHON_EXECUTABLE=/opt/mamba/envs/dmff_omm/bin/python && make && make install && make PythonInstall"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "9b9bc4df-09cd-4bcc-ae19-59b684cd84ed",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-11-09 06:35:31.878151: I tensorflow/cc/saved_model/reader.cc:43] Reading SavedModel from: ./openmm_dmff_plugin/python/OpenMMDMFFPlugin/data/admp_water_dimer_aux\n",
      "2023-11-09 06:35:32.138075: I tensorflow/cc/saved_model/reader.cc:81] Reading meta graph with tags { serve }\n",
      "2023-11-09 06:35:32.138139: I tensorflow/cc/saved_model/reader.cc:122] Reading SavedModel debug info (if present) from: ./openmm_dmff_plugin/python/OpenMMDMFFPlugin/data/admp_water_dimer_aux\n",
      "2023-11-09 06:35:32.139209: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  SSE4.1 SSE4.2 AVX AVX2 AVX512F FMA\n",
      "To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.\n",
      "2023-11-09 06:35:32.854369: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:354] MLIR V1 optimization pass is not enabled\n",
      "2023-11-09 06:35:32.946199: I tensorflow/cc/saved_model/loader.cc:228] Restoring SavedModel bundle.\n",
      "2023-11-09 06:35:36.536096: I tensorflow/cc/saved_model/loader.cc:212] Running initialization op on SavedModel bundle at path: ./openmm_dmff_plugin/python/OpenMMDMFFPlugin/data/admp_water_dimer_aux\n",
      "2023-11-09 06:35:40.039418: I tensorflow/cc/saved_model/loader.cc:301] SavedModel load for tags { serve }; Status: success: OK. Took 8161272 microseconds.\n",
      "Running dynamics\n",
      "2023-11-09 06:35:59.797664: I tensorflow/compiler/xla/service/service.cc:170] XLA service 0x55b197670fa0 initialized for platform Host (this does not guarantee that XLA will be used). Devices:\n",
      "2023-11-09 06:35:59.797707: I tensorflow/compiler/xla/service/service.cc:178]   StreamExecutor device (0): Host, Default Version\n",
      "2023-11-09 06:35:59.809487: I tensorflow/compiler/jit/xla_compilation_cache.cc:478] Compiled cluster using XLA!  This line is logged at most once for the lifetime of the process.\n",
      "2023-11-09 06:35:59.984554: I tensorflow/compiler/mlir/tensorflow/utils/dump_mlir_util.cc:263] disabling MLIR crash reproducer, set env var `MLIR_CRASH_REPRODUCER_DIRECTORY` to enable.\n",
      "Running on Reference platform, time cost: 40.6564 s\n",
      "Total energy std: 0.0051 kJ/mol\n",
      "Mean total energy: -0.0556 kJ/mol\n"
     ]
    }
   ],
   "source": [
    "!cd /data/DMFF/backend && /opt/mamba/envs/dmff_omm/bin/python -m OpenMMDMFFPlugin.tests.test_dmff_plugin_nve -n 100 --pdb ../examples/water_fullpol/water_dimer.pdb --model ./openmm_dmff_plugin/python/OpenMMDMFFPlugin/data/admp_water_dimer_aux --has_aux True"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.10.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}