Py-torchmetrics

Jul 20, 2023

PyTorch native metrics

TorchMetrics is a collection of 90+ PyTorch metrics implementations and an easy-to-use API to create custom metrics. It offers

  • A standardized interface to increase reproducibility
  • Reduces Boilerplate
  • Distributed-training compatible
  • Rigorously tested
  • Automatic accumulation over batches
  • Automatic synchronization between multiple devices


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