VisualDL is deeply integrated with FastDeploy to provideFull link visualization support::
- Model Configuration Management: Real-time adjustment of input size, batch_size and other parameters, support A/B test comparison
- Performance Monitoring Kanban: Visualize key metrics such as inference elapsed time, memory footprint, GPU utilization, etc.
- service management: View API call statistics, exception request logging and load balancing status
- Visualization of results: Renders outputs such as detection frames/segmentation masks directly for CV-like models.
Start-up mode: executionvisualdl --model-dir model_path --host 0.0.0.0 --port 8040Afterwards, access thehttp://[IP]:8040Ready to use. This tool is particularly suited to production line environments that need to continuously optimize the effectiveness of their deployments.
This answer comes from the articleFastDeploy: an open source tool for rapid deployment of AI modelsThe
May not be reproduced without permission:AI productivity tools " What specific features does FastDeploy's VisualDL visualization tool provide?
