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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