docs/en/reference/utils/benchmarks.md

metadata

description: >-
  Explore YOLO model benchmarking for speed and accuracy with formats like
  PyTorch, ONNX, TensorRT, and more. Detailed profiling & usage guides.
keywords: >-
  YOLO, model benchmarking, ONNX, TensorRT, PyTorch, TensorFlow, CoreML,
  profiling, Ultralytics, model performance

Reference for ultralytics/utils/benchmarks.py

!!! success "Improvements"

This page is sourced from [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/benchmarks.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/benchmarks.py). Have an improvement or example to add? Open a [Pull Request](https://docs.ultralytics.com/help/contributing/) — thank you! 🙏

::: ultralytics.utils.benchmarks.RF100Benchmark

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::: ultralytics.utils.benchmarks.ProfileModels

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::: ultralytics.utils.benchmarks.benchmark