Update A1111 to v1.10.1 and add ROCm support on A1111

[gafda]

This pull request introduces significant updates to the Docker setup for Stable Diffusion web UI services, with a focus on improving hardware compatibility, updating dependencies, and refactoring service definitions. The changes include upgrading base images and software versions, adding support for AMD ROCm devices, and restructuring the docker-compose.yml file to better organize service configurations for CUDA, ROCm, and CPU environments.

Hardware compatibility and service configuration:

• Added ROCm (AMD GPU) support with a new auto-rocm service and corresponding Dockerfile-rocm, including device, environment, and build settings for ROCm hardware. [1] [2]
• Refactored docker-compose.yml to split service definitions by hardware type (CUDA, ROCm, CPU) and grouped CLI arguments for each, improving maintainability and clarity. [1] [2]

Dependency and version updates:

• Updated base images and Python dependencies for all services, including the upgrade of PyTorch to 2.5.1 (CUDA) and 2.6.0 (ROCm), and bumping the Stable Diffusion web UI to version 1.10.1. [1] [2] [3] [4]
• Upgraded the Alpine Git and Bash images used for downloads and utility containers to newer versions for improved security and compatibility. [1] [2]

General improvements and bug fixes:

• Improved robustness of Gradio patching by searching for routes.py files dynamically and applying changes, with added error handling. [1] [2]
• Updated image tags and build contexts to reflect new versions and configurations for each service profile.