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Bumps torchmetrics from 0.9.1 to 1.8.2.

Release notes

Sourced from torchmetrics's releases.

Minor patch release

[1.8.2] - 2025-09-03

Fixed

  • Fixed BinaryPrecisionRecallCurve now returns NaN for precision when no predictions meet a threshold (#3227)
  • Fixed precision_at_fixed_recall and recall_at_fixed_precision to correctly return NaN thresholds when recall/precision conditions are not met (#3226)

Key Contributors

@​iamkulbhushansingh

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Full Changelog: Lightning-AI/torchmetrics@v1.8.1...v1.8.2

Minor patch release

[1.8.1] - 2025-08-07

Changed

  • Added reduction='none' to vif metric (#3196)
  • Float input support for segmentation metrics (#3198)

Fixed

  • Fixed unintended sigmoid normalization in BinaryPrecisionRecallCurve (#3182)

Key Contributors

@​iamkulbhushansingh, @​PussyCat0700, @​simonreise

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Full Changelog: Lightning-AI/torchmetrics@v1.8.0...v1.8.1

First video and vertex metrics

The upcoming TorchMetrics v1.8.0 release introduces three flagship metrics, each designed to address critical evaluation needs in real-world applications.

Video Multi-Method Assessment Fusion (VMAF) brings a perceptual video-quality score that closely mirrors human judgment, powering streaming services such as Netflix and YouTube to optimize encoding ladders for consistent viewer experiences and enabling video-restoration labs to quantify improvements achieved by denoising and super-resolution algorithms.

... (truncated)

Changelog

Sourced from torchmetrics's changelog.

[1.8.2] - 2025-09-03

Fixed

  • Fixed BinaryPrecisionRecallCurve now returns NaN for precision when no predictions meet a threshold (#3227)
  • Fixed precision_at_fixed_recall and recall_at_fixed_precision to correctly return NaN thresholds when recall/precision conditions are not met (#3226)

[1.8.1] - 2025-08-07

Changed

  • Added reduction='none' to vif metric (#3196)
  • Float input support for segmentation metrics (#3198)

Fixed

  • Fixed unintended sigmoid normalization in BinaryPrecisionRecallCurve (#3182)

[1.8.0] - 2025-07-23

Added

  • Added VMAF metric to new video domain (#2991)
  • Added CRPS in regression domain (#3024)
  • Added aggregation_level argument to DiceScore (#3018)
  • Added support for reduction="none" to LearnedPerceptualImagePatchSimilarity (#3053)
  • Added support single str input for functional interface of bert_score (#3056)
  • Enhance: BERTScore to evaluate hypotheses against multiple references (#3069)
  • Added Lip Vertex Error (LVE) in multimodal domain (#3090)
  • Added antialias argument to FID metric (#3177)
  • Added mixed input format to segmentation metrics (#3176)

Changed

  • Changed data_range argument in PSNR metric to be a required argument (#3178)

Removed

  • Removed zero_division argument from DiceScore (#3018)

[1.7.4] - 2025-07-03

Changed

  • Improved numerical stability of pearson's correlation coefficient (#3152)

... (truncated)

Commits
  • 85999b6 releasing 1.8.2
  • f4382f9 build(deps): bump Lightning-AI/utilities from 0.15.0 to 0.15.2 (#3246)
  • 741a244 build(deps): bump actions/checkout from 4 to 5 (#3243)
  • 405aaf5 build(deps): bump actions/first-interaction from 2 to 3 (#3241)
  • be50845 build(deps): bump actions/download-artifact from 4 to 5 (#3245)
  • 17c84f0 build(deps): bump google-github-actions/auth from 2 to 3 (#3242)
  • 7bd6ede build(deps): update regex requirement from <=2025.7.34,>=2021.9.24 to >=2021....
  • 217ad7a build(deps): bump google-github-actions/setup-gcloud from 2 to 3 (#3239)
  • 1a4e799 build(deps): bump coverage from 7.10.5 to 7.10.6 in /requirements (#3240)
  • d2962e1 build(deps): update pandas requirement from <=2.3.1,>1.4.0 to >1.4.0,<=2.3.2 ...
  • Additional commits viewable in compare view

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Bumps [torchmetrics](https://github.com/Lightning-AI/torchmetrics) from 0.9.1 to 1.8.2.
- [Release notes](https://github.com/Lightning-AI/torchmetrics/releases)
- [Changelog](https://github.com/Lightning-AI/torchmetrics/blob/v1.8.2/CHANGELOG.md)
- [Commits](Lightning-AI/torchmetrics@v0.9.1...v1.8.2)

---
updated-dependencies:
- dependency-name: torchmetrics
  dependency-version: 1.8.2
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <[email protected]>
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@codeflare-machine-account codeflare-machine-account added lgtm Indicates that a PR is ready to be merged. approved Indicates a PR has been approved by an approver from all required OWNERS files. labels Sep 4, 2025
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