The torch.profiler tool allows developers to track CPU and GPU execution times during model training. This guide explains how to identify bottlenecks and visualize operator execution using the PyTorch Profiler TensorBoard plugin. It provides a basic starting point for optimization. Practitioners can now pinpoint specific slow kernels to improve hardware utilization.