Hardware4h ago
Guide To PyTorch Profiling Tools
The torch.profiler module allows developers to analyze execution time and memory usage across CPU and GPU devices. This guide explains how to identify bottlenecks using the Chrome Trace viewer. It provides a practical starting point for optimizing model latency. Practitioners can now pinpoint specific operators causing performance lags during training.