{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "31b1e378",
   "metadata": {},
   "outputs": [],
   "source": [
    "!mkdir docker"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c5772040",
   "metadata": {},
   "outputs": [],
   "source": [
    "%%writefile docker/requirements.txt\n",
    "ftfy\n",
    "spacy \n",
    "\n",
    "#-f https://download.pytorch.org/whl/cu113/torch_stable.html\n",
    "#torch==1.12.1+cu113 \n",
    "\n",
    "transformers==4.21.0 \n",
    "accelerate \n",
    "diffusers==0.4.1\n",
    "datasets\n",
    "\n",
    "tensorflow\n",
    "scikit-image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e2c5bca1",
   "metadata": {},
   "outputs": [],
   "source": [
    "%%writefile docker/Dockerfile\n",
    "\n",
    "FROM 763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:1.12.1-gpu-py38-cu113-ubuntu20.04-sagemaker \n",
    "\n",
    "COPY requirements.txt .\n",
    "    \n",
    "RUN pip install -r requirements.txt\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ccd07357",
   "metadata": {},
   "outputs": [],
   "source": [
    "! aws ecr get-login-password --region us-east-1 | docker login --username AWS --password-stdin 763104351884.dkr.ecr.us-east-1.amazonaws.com"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7311d49e",
   "metadata": {},
   "outputs": [],
   "source": [
    "version = 'v1'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a7ad0493",
   "metadata": {},
   "outputs": [],
   "source": [
    "!docker build -t stable-diffusion:{version} docker"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "bc4761c0",
   "metadata": {},
   "outputs": [],
   "source": [
    "# paste your account ID here\n",
    "account = "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6753e698",
   "metadata": {},
   "outputs": [],
   "source": [
    "!aws ecr get-login-password --region us-east-1 | docker login --username AWS --password-stdin {account}.dkr.ecr.us-east-1.amazonaws.com"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2f72b433",
   "metadata": {},
   "outputs": [],
   "source": [
    "!docker tag stable-diffusion:{version} {account}.dkr.ecr.us-east-1.amazonaws.com/stable-diffusion:{version}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "85476816",
   "metadata": {},
   "outputs": [],
   "source": [
    "!docker push {account}.dkr.ecr.us-east-1.amazonaws.com/stable-diffusion:{version}"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "conda_python3",
   "language": "python",
   "name": "conda_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": "3.8.12"
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