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tutorials20d ago

Profiling in PyTorch (Part 1): A Beginner's Guide to torch.profiler

PyTorch's torch.profiler module provides a built-in profiling tool for analyzing model performance. It helps identify performance bottlenecks and optimizes code. You can use it to profile PyTorch models and understand where time is spent during execution. This guide provides a beginner's introduction to using torch.profiler.

Key takeaways

  • torch.profiler is a built-in PyTorch module for profiling.
  • Helps identify performance bottlenecks in PyTorch models.
  • Optimizes code by understanding execution time distribution.
tutorials20d ago

Profiling in PyTorch (Part 1): A Beginner's Guide to torch.profiler

PyTorch's torch.profiler module provides a built-in profiling tool for analyzing model performance. It helps identify performance bottlenecks and optimizes code. You can use it to profile PyTorch models and understand where time is spent during execution. This guide provides a beginner's introduction to using torch.profiler.

Key takeaways

  • torch.profiler is a built-in PyTorch module for profiling.
  • Helps identify performance bottlenecks in PyTorch models.
  • Optimizes code by understanding execution time distribution.