Real-time GPU and system resource monitoring is provided by this tool for ComfyUI, featuring performance tracking on a per-node basis. It allows users to gain insights into resource usage, helping to optimize workflows and identify bottlenecks.
- Monitors GPU utilization, VRAM, CPU usage, and RAM statistics, updating every second for accurate insights.
- Unique per-node performance tracking enables users to measure the resource consumption and execution time of individual nodes, facilitating workflow optimization.
- The tool boasts a clean, integrated user interface that displays real-time statistics without interrupting workflow execution, designed with a professional dark theme.
Context
This tool, ComfyUI-KikoStats, serves as an extension for ComfyUI, focusing on monitoring GPU and system resources in real-time. Its primary purpose is to enhance user awareness of resource usage, thereby enabling better management of workflows and identifying potential performance issues.
Key Features & Benefits
The tool offers several practical features, such as real-time resource monitoring that displays critical metrics like GPU and CPU usage, VRAM, and RAM statistics. Its unique ability to track performance on a per-node basis allows users to pinpoint which nodes are resource-intensive, aiding in troubleshooting and workflow efficiency.
Advanced Functionalities
One of the standout features is the per-node performance tracking, which not only shows the resource consumption of each node but also records execution times. This capability is crucial for users looking to optimize their workflows, as it helps identify specific nodes that may be causing delays or consuming excessive resources.
Practical Benefits
By integrating this tool into ComfyUI, users can significantly improve their workflow efficiency and control over system resources. The real-time updates ensure that users can monitor performance without disrupting their work, leading to enhanced quality in AI art generation and better resource management.
Credits/Acknowledgments
ComfyUI-KikoStats is developed under the MIT License, with contributions from the original authors and the community. Users are encouraged to refer to the LICENSE file for further details on usage rights and contributions.