A lightweight tool designed for monitoring AMD GPUs within the ComfyUI environment, providing real-time data on GPU performance metrics. It offers users an intuitive interface to track GPU utilization, VRAM usage, and temperature without hindering system performance.
- Real-time display of GPU metrics including utilization percentage, VRAM usage, and temperature.
- User-friendly interface with draggable, collapsible, and closable features for customizable placement.
- Designed specifically for ROCm-enabled AMD GPUs, ensuring compatibility and optimized performance.
Context
This tool serves as a monitoring extension for ComfyUI, enabling users to visualize crucial performance metrics of their AMD GPUs directly within the user interface. Its primary goal is to enhance user awareness of GPU performance in real-time, facilitating better resource management during tasks.
Key Features & Benefits
The AMD GPU Monitor provides essential features such as real-time tracking of GPU utilization, VRAM usage, and temperature. These metrics are color-coded for quick assessments, allowing users to easily identify performance bottlenecks or overheating issues, which can be critical for maintaining optimal operation during intensive tasks.
Advanced Functionalities
The monitor integrates with the rocm-smi command-line tool, which is a standard utility for accessing GPU information on ROCm-enabled systems. This integration allows for seamless data retrieval and display without impacting the overall performance of ComfyUI or the GPU itself.
Practical Benefits
By incorporating this monitoring tool into ComfyUI, users gain enhanced control over their GPU resources, leading to improved workflow efficiency. Real-time insights into GPU metrics empower users to make informed decisions, optimizing their tasks and preventing potential performance issues.
Credits/Acknowledgments
This tool was inspired by GPU monitoring features found in the ComfyUI-Crystools repository and developed with contributions from Claude AI. It is released under the MIT License, promoting open-source collaboration and use.