created ROCm-compatible docker image for automatic1111's stablediffusion webui

2025-12-14 16:40:45 -08:00
commit 45d73f328a
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+# Stable Diffusion WebUI with AMD ROCm Support
+# Base image: Ubuntu 22.04 for best ROCm compatibility
+
+FROM ubuntu:22.04 AS builder
+
+# Set environment variables
+ENV DEBIAN_FRONTEND=noninteractive \
+    PYTHON_VERSION=3.10 \
+    ROCM_VERSION=5.7 \
+    HSA_OVERRIDE_GFX_VERSION=11.0.0 \
+    HIP_VISIBLE_DEVICES=0 \
+    HIP_PATH=/opt/rocm \
+    PATH=/opt/rocm/bin:$PATH \
+    LD_LIBRARY_PATH=/opt/rocm/lib:/opt/rocm/hip/lib:/opt/rocm/opencl/lib/x86_64 \
+    PYTORCH_ROCM_ARCH=gfx1100
+
+# Update and install system dependencies
+RUN apt-get update && apt-get upgrade -y && \
+    apt-get install -y --no-install-recommends \
+    wget \
+    git \
+    curl \
+    ca-certificates \
+    gnupg \
+    lsb-release \
+    software-properties-common \
+    build-essential \
+    python3 \
+    python3-pip \
+    python3-venv \
+    libgl1 \
+    libglib2.0-0 \
+    libsm6 \
+    libxrender1 \
+    libxext6 \
+    libfontconfig1 \
+    libfreetype6 \
+    libgl1-mesa-glx \
+    libglib2.0-0 \
+    libsm6 \
+    libxrender1 \
+    libxext6 \
+    libfontconfig1 \
+    libfreetype6 \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install ROCm 5.7
+RUN mkdir -p /tmp/rocm && cd /tmp/rocm && \
+    wget https://repo.radeon.com/amdgpu-install/5.7/ubuntu/jammy/amdgpu-install_5.7.50700-1_all.deb && \
+    apt-get install -y ./amdgpu-install_5.7.50700-1_all.deb && \
+    apt-get update && \
+    DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
+    rocm-device-libs rocm-hip-runtime rocm-opencl-runtime rocminfo && \
+    rm -rf /tmp/rocm
+
+# Verify ROCm installation
+RUN rocminfo | grep "Agent" || echo "ROCm installation verification"
+
+# Install Python 3.10 and create virtual environment
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    python3.10 \
+    python3.10-dev \
+    python3.10-venv \
+    && rm -rf /var/lib/apt/lists/*
+
+# Create and activate virtual environment
+RUN python3.10 -m venv /opt/venv
+ENV PATH=/opt/venv/bin:$PATH
+
+# Install PyTorch with ROCm support
+RUN pip install --upgrade pip && \
+    pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/rocm5.7
+
+# Install project dependencies
+WORKDIR /app
+COPY requirements.txt .
+RUN pip install -r requirements.txt
+
+# Install xformers with ROCm support or handle gracefully
+RUN pip install xformers --index-url https://download.pytorch.org/whl/rocm5.7 || \
+    (echo "xformers with ROCm support failed, installing without ROCm acceleration" && \
+     pip install xformers --no-deps && \
+     echo "xformers installed but may not have full ROCm acceleration")
+
+# Clone the upstream repository
+RUN git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git /app/webui && \
+    cd /app/webui && \
+    git checkout v1.7.0
+
+# Install additional dependencies that might be needed
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    libgl1-mesa-glx \
+    libglib2.0-0 \
+    libsm6 \
+    libxrender1 \
+    libxext6 \
+    libfontconfig1 \
+    libfreetype6 \
+    && rm -rf /var/lib/apt/lists/*
+
+# Set working directory and expose port
+WORKDIR /app/webui
+EXPOSE 7860
+
+# Create entrypoint script
+COPY docker/docker-entrypoint.sh /docker-entrypoint.sh
+RUN chmod +x /docker-entrypoint.sh
+
+ENTRYPOINT ["/docker-entrypoint.sh"]
+CMD ["python", "launch.py", "--listen", "--port", "7860", "--opt-sdp-attention", "--no-half-vae"]
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+# Stable Diffusion WebUI Docker with AMD ROCm Support
+
+This Docker setup provides a containerized version of Stable Diffusion WebUI with full AMD ROCm GPU acceleration support.
+
+## Features
+
+- **AMD ROCm 5.7** support for GPU acceleration
+- **gfx1100 (ROCm 11.0.0)** GPU target configuration
+- **PyTorch 2.0** with ROCm compatibility
+- **Docker Compose** for easy deployment
+- **Persistent storage** for models, outputs, and configurations
+- **Optimized** Docker build with multi-stage construction
+
+## Requirements
+
+- Docker Engine (20.10+ recommended)
+- Docker Compose (v2+ recommended)
+- AMD GPU with ROCm support (RDNA2/RDNA3 recommended)
+- Linux host system (for proper GPU passthrough)
+
+## Quick Start
+
+### 1. Build the Docker image
+
+```bash
+docker-compose build
+```
+
+### 2. Start the container
+
+```bash
+docker-compose up -d
+```
+
+### 3. Access the Web UI
+
+Open your browser to: `http://localhost:7860`
+
+## Configuration
+
+### Environment Variables
+
+You can customize the setup using environment variables in the `docker-compose.yml` file:
+
+- `HSA_OVERRIDE_GFX_VERSION`: GPU target version (default: `11.0.0` for gfx1100)
+- `HIP_VISIBLE_DEVICES`: Which GPU devices to use (default: `0`)
+- `PYTORCH_ROCM_ARCH`: PyTorch ROCm architecture (default: `gfx1100`)
+- `CLI_ARGS`: Additional command line arguments for launch.py
+
+### Volumes
+
+The following directories are persisted as Docker volumes:
+
+- `./models` - Model files
+- `./outputs` - Generated images and outputs
+- `./extensions` - WebUI extensions
+- `./config.json` - Configuration file
+
+### GPU Configuration
+
+The Docker setup automatically configures:
+
+- `/dev/kfd` - AMD KFD device for GPU acceleration
+- `/dev/dri` - Direct Rendering Infrastructure for display
+- Proper group permissions (video, render)
+
+## Customization
+
+### Change GPU Target
+
+To use a different GPU target (e.g., gfx1030 for Navi 2x):
+
+1. Edit `docker/docker-compose.yml`
+2. Change `HSA_OVERRIDE_GFX_VERSION` to your target version
+3. Change `PYTORCH_ROCM_ARCH` accordingly
+
+### Add Custom Arguments
+
+Modify the `CLI_ARGS` environment variable in `docker-compose.yml` to add custom launch arguments:
+
+```yaml
+environment:
+  - CLI_ARGS=--listen --port 7860 --xformers --opt-sdp-attention --your-custom-arg
+```
+
+## Building for Different ROCm Versions
+
+To use a different ROCm version:
+
+1. Edit `docker/Dockerfile`
+2. Change the `ROCM_VERSION` environment variable
+3. Update the PyTorch installation command to match the ROCm version
+4. Rebuild the container
+
+## Troubleshooting
+
+### GPU Not Detected
+
+- Ensure your host system has ROCm properly installed
+- Check that the `video` and `render` groups exist on your host
+- Verify that `/dev/kfd` and `/dev/dri` devices exist
+
+### Build Failures
+
+- Ensure you have enough disk space (ROCm installation requires ~5GB)
+- Check your internet connection for downloading ROCm packages
+- Try cleaning the Docker build cache: `docker system prune -a`
+
+### Performance Issues
+
+- Make sure your GPU is properly supported by ROCm 5.7
+- Check that the correct `HSA_OVERRIDE_GFX_VERSION` is set for your GPU
+- Monitor GPU usage with `rocm-smi` on the host system
+
+## Updating
+
+To update to the latest version:
+
+```bash
+docker-compose down
+git pull
+docker-compose build --no-cache
+docker-compose up -d
+```
+
+## License
+
+This Docker configuration is provided under the same license as the Stable Diffusion WebUI project (AGPL-3.0).
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+services:
+  stable-diffusion-webui:
+    build:
+      context: .
+      dockerfile: Dockerfile
+    deploy:
+      resources:
+        limits:
+          memory: 16G
+          cpus: 16
+    container_name: stable-diffusion-webui
+    restart: unless-stopped
+    environment:
+      - HSA_OVERRIDE_GFX_VERSION=11.0.0
+      - HIP_VISIBLE_DEVICES=0
+      - PYTORCH_ROCM_ARCH=gfx1100
+      - CLI_ARGS=--listen --port 7860 --opt-sdp-attention --no-half-vae --skip-torch-cuda-test
+    ports:
+      - "7860:7860"
+    volumes:
+      - ./models:/app/models
+      - ./outputs:/app/outputs
+      - ./extensions:/app/extensions
+    devices:
+      - "/dev/kfd:/dev/kfd"
+      - "/dev/dri:/dev/dri"
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+#!/bin/bash
+
+# Docker entrypoint script for Stable Diffusion WebUI with AMD ROCm support
+
+set -e
+
+# Set up environment variables for ROCm
+export HSA_OVERRIDE_GFX_VERSION=${HSA_OVERRIDE_GFX_VERSION:-11.0.0}
+export HIP_VISIBLE_DEVICES=${HIP_VISIBLE_DEVICES:-0}
+export PYTORCH_ROCM_ARCH=${PYTORCH_ROCM_ARCH:-gfx1100}
+export HIP_PATH=/opt/rocm
+export PATH=/opt/rocm/bin:$PATH
+export LD_LIBRARY_PATH=/opt/rocm/lib:/opt/rocm/hip/lib:/opt/rocm/opencl/lib/x86_64:$LD_LIBRARY_PATH
+
+echo "=========================================="
+echo "Stable Diffusion WebUI Docker Entrypoint"
+echo "=========================================="
+echo "ROCm Version: 5.7"
+echo "GPU Target: gfx1100 (${HSA_OVERRIDE_GFX_VERSION})"
+echo "PyTorch: ROCm 5.7 compatible"
+echo "=========================================="
+
+# Check if ROCm is properly installed
+if command -v rocminfo &> /dev/null; then
+    echo "ROCm is installed:"
+    rocminfo | grep -E "Agent|Name" | head -5
+else
+    echo "Warning: ROCm not found in PATH"
+fi
+
+# Check if GPU devices are accessible
+if [ -c /dev/kfd ]; then
+    echo "AMD KFD device found"
+else
+    echo "Warning: /dev/kfd not found"
+fi
+
+if [ -c /dev/dri/card0 ]; then
+    echo "DRM device found"
+else
+    echo "Warning: /dev/dri/card0 not found"
+fi
+
+# Activate virtual environment
+if [ -d "/opt/venv" ]; then
+    echo "Activating Python virtual environment..."
+    source /opt/venv/bin/activate
+else
+    echo "Warning: Virtual environment not found at /opt/venv"
+fi
+
+# Set default command line arguments if not provided
+DEFAULT_ARGS="--api --listen --port 7860 --opt-sdp-attention --no-half-vae"
+CLI_ARGS=${CLI_ARGS:-$DEFAULT_ARGS}
+
+echo "Starting Stable Diffusion WebUI with arguments: $CLI_ARGS"
+echo "Web UI will be available at http://localhost:7860"
+echo "=========================================="
+
+# Execute the command
+exec python launch.py $CLI_ARGS