Discover a high-performance CPU, GPU, and memory profiler for Python called Scalene in this 26-minute PyCon US talk. Explore case studies demonstrating Scalene's capabilities and learn about the technical advances that enable its superior speed and detailed information compared to other Python profilers. Gain insights into profiling options, technical challenges, GPU profiling, and memory leak detection. Access accompanying slides for a comprehensive understanding of this powerful tool that revolutionizes Python performance analysis.
Scalene - A High-Performance, High-Precision CPU+GPU+Memory Profiler for Python
Overview
Syllabus
Intro
Profilers
Options
Technical challenges
GPU profiling
Memory leak detection
Taught by
PyCon US
