Bump torchmetrics from 0.9.1 to 1.5.1 in /tests/e2e

[dependabot]

Bumps torchmetrics from 0.9.1 to 1.5.1.

Release notes

Sourced from torchmetrics's releases.

Minor compatibility patch

[1.5.1] - 2024-10-22

Fixed

• Changing _modules dict type in Pytorch 2.5 preventing to fail collections metrics (#2793)

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Key Contributors

@​bfolie

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Full Changelog: Lightning-AI/torchmetrics@v1.5.0...v1.5.1

Shape metrics are quantitative methods used to assess and compare the geometric properties of objects, often in datasets that represent shapes. One such metric is the Procrustes Disparity, which measures the sum of the squared differences between two datasets after applying a Procrustes transformation. This transformation involves scaling, rotating, and translating the datasets to achieve optimal alignment. The Procrustes Disparity is particularly useful when comparing datasets that are similar in structure but not perfectly aligned, allowing for more meaningful comparison by minimizing differences due to orientation or size.

[1.5.0] - 2024-10-18

Added

• Added segmentation metric HausdorffDistance (#2122)
• Added audio metric DNSMOS (#2525)
• Added shape metric ProcrustesDistance (#2723)
• Added MetricInputTransformer wrapper (#2392)
• Added input_format argument to segmentation metrics (#2572)
• Added multi-output support for MAE metric (#2605)
• Added truncation argument to BERTScore (#2776)

Changed

• Tracker higher is better integration (#2649)
• Updated InfoLM class to dynamically set higher_is_better (#2674)

Deprecated

• Deprecated num_outputs in R2Score (#2705)

Fixed

• Fixed corner case in IoU metric for single empty prediction tensors (#2780)
• Fixed PSNR calculation for integer type input images (#2788)

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Key Contributors

... (truncated)

Changelog

Sourced from torchmetrics's changelog.

[1.5.1] - 2024-10-22

Fixed

• Changing _modules dict type in Pytorch 2.5 preventing to fail collections metrics (#2793)

[1.5.0] - 2024-10-18

Added

• Added segmentation metric HausdorffDistance (#2122)
• Added audio metric DNSMOS (#2525)
• Added shape metric ProcrustesDistance (#2723
• Added MetricInputTransformer wrapper (#2392)
• Added input_format argument to segmentation metrics (#2572)
• Added multi-output support for MAE metric (#2605)
• Added truncation argument to BERTScore (#2776)

Changed

• Tracker higher is better integration (#2649)
• Updated InfoLM class to dynamically set higher_is_better (#2674)

Deprecated

• Deprecated num_outputs in R2Score (#2705)

Fixed

• Fixed corner case in IoU metric for single empty prediction tensors (#2780)
• Fixed PSNR calculation for integer type input images (#2788)

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[1.4.3] - 2024-10-10

Fixed

• Fixed for Pearson changes inputs (#2765)
• Fixed bug in PESQ metric where NoUtterancesError prevented calculating on a batch of data (#2753)
• Fixed corner case in MatthewsCorrCoef (#2743)

[1.4.2] - 2022-09-12

Added

• Re-adding Chrf implementation (#2701)

... (truncated)

Commits

• 0a64b3f releasing 1.5.1
• cdf5737 build(deps): bump lightning-utilities from 0.11.7 to 0.11.8 in /requirements ...
• e63352d build(deps): update huggingface-hub requirement from <0.26 to <0.27 in /requi...
• f1aad47 retain type of _modules when renaming keys (#2793)
• 362e9c6 req: limit mecab-ko for python <3.12
• 14d4694 bump: Torch 2.5.0 (#2790)
• 67a337a chlog: new section & dev
• a8e8337 releasing 1.5.0
• 0fd1f96 Fix overflow for PSNR metric when used with uint8 input (#2788)
• 6377aa5 docs: adding PESQ example to gallery (#2755)
• Additional commits viewable in compare view

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[ChristianZaccaria]

@dependabot rebase

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[ChristianZaccaria]

/hold

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