AWSで stable-diffusion-webui を動かす

  Ec2ImageId:
    Type: String
    Default: ami-09e6f55b0eefaa8ef
    Description: Enter appropriate AMI ID in your region. Tested with "Deep Learning AMI GPU PyTorch 1.13.1 (Ubuntu 20.04) 20230510" in ap-north-east1.

Version: v1.3.2
Commit hash: baf6946e06249c5af9851c60171692c44ef633e0
Installing requirements
Launching Web UI with arguments: --xformers
Traceback (most recent call last):
  File "/home/ubuntu/stable-diffusion-webui/launch.py", line 38, in <module>
    main()
  File "/home/ubuntu/stable-diffusion-webui/launch.py", line 34, in main
    start()
  File "/home/ubuntu/stable-diffusion-webui/modules/launch_utils.py", line 330, in start
    import webui
  File "/home/ubuntu/stable-diffusion-webui/webui.py", line 35, in <module>
    import gradio
  File "/home/ubuntu/stable-diffusion-webui/venv/lib/python3.10/site-packages/gradio/__init__.py", line 3, in <module>
    import gradio.components as components
  File "/home/ubuntu/stable-diffusion-webui/venv/lib/python3.10/site-packages/gradio/components.py", line 55, in <module>
    from gradio import processing_utils, utils
  File "/home/ubuntu/stable-diffusion-webui/venv/lib/python3.10/site-packages/gradio/utils.py", line 339, in <module>
    class AsyncRequest:
  File "/home/ubuntu/stable-diffusion-webui/venv/lib/python3.10/site-packages/gradio/utils.py", line 358, in AsyncRequest
    client = httpx.AsyncClient()
  File "/home/ubuntu/stable-diffusion-webui/venv/lib/python3.10/site-packages/httpx/_client.py", line 1397, in __init__
    self._transport = self._init_transport(
  File "/home/ubuntu/stable-diffusion-webui/venv/lib/python3.10/site-packages/httpx/_client.py", line 1445, in _init_transport
    return AsyncHTTPTransport(
  File "/home/ubuntu/stable-diffusion-webui/venv/lib/python3.10/site-packages/httpx/_transports/default.py", line 275, in __init__
    self._pool = httpcore.AsyncConnectionPool(
TypeError: AsyncConnectionPool.__init__() got an unexpected keyword argument 'socket_options'

          # Launch Stable Diffusion Web UI
          cd /home/ubuntu
          # setup script uses existing folder if it exists. Feel free to change version here.
          sudo -u ubuntu git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git -b ${SDWebUIVersion}
+         echo "httpx==0.24.1" | sudo -u ubuntu tee -a stable-diffusion-webui/requirements_versions.txt > /dev/null
          sudo -u ubuntu nohup bash -c 'stable-diffusion-webui/webui.sh --xformers &> sd-webui-log.txt' &

AWSTemplateFormatVersion: "2010-09-09"
Description: A CloudFormation template to deploy the Stable Diffusion Web UI by Automatic1111
Parameters:
  SubnetId:
    Description: The ID of the subnet where the EC2 instance will be launched.
    Type: AWS::EC2::Subnet::Id
  Ec2ImageId:
    Type: String
    Default: ami-09e6f55b0eefaa8ef
    Description: Enter appropriate AMI ID in your region. Tested with "Deep Learning AMI GPU PyTorch 1.13.1 (Ubuntu 20.04) 20230510" in ap-north-east1.
  Ec2InstanceType:
    Type: String
    Default: g4dn.xlarge
  EC2InstanceProfileName:
    Type: String
    Description: Name of the existing IAM instance profile whic has access to S3 (arn:aws:iam::<account>:instance-profile/<EC2InstanceProfileName>)
  S3BucketName:
    Type: String
    Description: Name of the S3 bucket to mount
  SDWebUIVersion:
    Type: String
    Description: Branch of AUTOMATIC1111/stable-diffusion-webui
    Default: v1.3.2
  KohyaSSVersion:
    Type: String
    Description: Branch of bmaltais/kohya_ss
    Default: v21.7.7
Resources:
  EC2Instance:
    Type: AWS::EC2::Instance
    Properties:
      InstanceType: !Ref Ec2InstanceType
      ImageId: !Ref Ec2ImageId
      IamInstanceProfile: !Ref EC2InstanceProfileName
      SubnetId: !Ref SubnetId
      BlockDeviceMappings:
        - DeviceName: /dev/sda1
          Ebs:
            VolumeSize: 300
            VolumeType: gp2
      "Tags": [{ "Key": "Name", "Value": "sd-web-ui-cf" }]
      UserData:
        "Fn::Base64": !Sub |
          Content-Type: multipart/mixed; boundary="//"
          MIME-Version: 1.0

          --//
          Content-Type: text/cloud-config; charset="us-ascii"
          MIME-Version: 1.0
          Content-Transfer-Encoding: 7bit
          Content-Disposition: attachment; filename="cloud-config.txt"

          #cloud-config
          cloud_final_modules:
          - [scripts-user, always]

          --//
          Content-Type: text/x-shellscript; charset="us-ascii"
          MIME-Version: 1.0
          Content-Transfer-Encoding: 7bit
          Content-Disposition: attachment; filename="userdata.txt"

          #!/bin/bash

          # Install packages
          sudo apt update
          sudo add-apt-repository ppa:deadsnakes/ppa -y
          sudo apt -y install wget git s3fs
          sudo apt -y install python3 python-is-python3 python3-pip python3-venv
          sudo apt -y install python3.10 python3.10-distutils python3.10-venv python3.10-tk
          curl -sS https://bootstrap.pypa.io/get-pip.py | python3.10
          python3.10 -m pip install --upgrade pip
          sudo update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.10 1

          # Mount S3
          cd /home/ubuntu
          sudo -u ubuntu mkdir -p s3
          sudo -u ubuntu s3fs -o iam_role=auto -o use_cache=/tmp -o uid=1000 -o gid=1000 ${S3BucketName} /home/ubuntu/s3

          # Launch Kohya
          cd /home/ubuntu
          sudo -u ubuntu git clone https://github.com/bmaltais/kohya_ss.git -b ${KohyaSSVersion}
          cd kohya_ss
          # Needs to specify branch in setup. Feel free to change version here.
          ./setup.sh -b ${KohyaSSVersion} -v
          sudo -u ubuntu nohup bash -c './gui.sh --listen 127.0.0.1 --server_port 7861 --headless &> ../kohya-log.txt' &

          # Launch Stable Diffusion Web UI
          cd /home/ubuntu
          # setup script uses existing folder if it exists. Feel free to change version here.
          sudo -u ubuntu git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git -b ${SDWebUIVersion}
          echo "httpx==0.24.1" | sudo -u ubuntu tee -a stable-diffusion-webui/requirements_versions.txt > /dev/null
          sudo -u ubuntu nohup bash -c 'stable-diffusion-webui/webui.sh --xformers &> sd-webui-log.txt' &

          # Launch File Browser
          cd /home/ubuntu
          sudo -u ubuntu curl -fsSL https://raw.githubusercontent.com/filebrowser/get/master/get.sh | bash
          sudo -u ubuntu nohup bash -c 'filebrowser -r /home/ubuntu &> ./browser-log.txt' &
          --//
Outputs:
  InstanceID:
    Description: EC2Instance ID
    Value: !Ref EC2Instance

....
Installing requirements for CodeFormer
Installing requirements
Launching Web UI with arguments: --xformers
Downloading: "https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.safetensors" to /home/ubuntu/stable-diffusion-webui/models/Stable-diffusion/v1-5-pruned-emaonly.safetensors

100%|██████████| 3.97G/3.97G [01:04<00:00, 65.8MB/s]
/home/ubuntu/stable-diffusion-webui/venv/lib/python3.10/site-packages/huggingface_hub/file_download.py:797: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
  warnings.warn(