build(deps): bump torchmetrics from 0.9.1 to 1.8.2 in /tests/e2e

[dependabot]

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

If we forgot someone due to not matching commit email with GitHub account, let us know :]

---

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

If we forgot someone due to not matching commit email with GitHub account, let us know :]

---

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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[kryanbeane]

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rebase

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[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 94.08%. Comparing base (7f78f7e) to head (a8ad559).
⚠️ Report is 2 commits behind head on main.

Additional details and impacted files

@@           Coverage Diff           @@
##             main     #900   +/-   ##
=======================================
  Coverage   94.08%   94.08%           
=======================================
  Files          24       24           
  Lines        2130     2130           
=======================================
  Hits         2004     2004           
  Misses        126      126           

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