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- Added option to pass `distributed_available_fn` to metrics to allow checks for custom communication backend for making `dist_sync_fn` actually useful ([#1301](https://github.com/Lightning-AI/metrics/pull/1301))
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- Added `normalize` argument to `Inception`, `FID`, `KID` metrics ([#1246](https://github.com/Lightning-AI/metrics/pull/1246))
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- Added `CLIPScore` to new multimodal package ([#1314](https://github.com/Lightning-AI/metrics/pull/1314))
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- Added `MulticlassExactMatch` to classification metrics ([#1343](https://github.com/Lightning-AI/metrics/pull/1343))
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### Changed
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- Changed `MeanAveragePrecision` to vectorize `_find_best_gt_match` operation ([#1259](https://github.com/Lightning-AI/metrics/pull/1259))
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- Changed minimum Pytorch version to be 1.8 ([#1263](https://github.com/Lightning-AI/metrics/pull/1263))
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- Changed interface for all functional and modular classification metrics after refactor ([#1252](https://github.com/Lightning-AI/metrics/pull/1252))
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