Profiling Introduction

MindStudio IDE provides the capabilities of collecting host and device profile data, offering comprehensive timelines for interactive analysis, and displaying detailed host and device data analysis reports. It helps identify performance optimization opportunities in your AI applications, processors, and operators by accurate location of bottlenecks in algorithm performance and system resource utilization.

MindStudio IDE profiles and visualizes resource usages on the host and device. Specifically, host-side system profiling focuses on the CPU, memory, disk, and network while device-side system profiling focuses on hardware and software profile data of an application project.