[tune](deps): Bump torchvision from 0.9.1 to 0.13.1 in /python/requirements/tune

[dependabot]

Bumps torchvision from 0.9.1 to 0.13.1.

Release notes

Sourced from torchvision's releases.

Minor release

This minor release bumps the pinned PyTorch version to v1.12.1 and contains some minor bug fixes.

Highlights

Bug Fixes

• Small Patch SwinTransformer for FX compatibility pytorch/vision#6252
• Indicate strings can be used to specify weights parameter pytorch/vision#6314
• Fix d/c IoU for different batch sizes pytorch/vision#6338

TorchVision 0.13, including new Multi-weights API, new pre-trained weights, and more

Highlights

Models

Multi-weight support API

TorchVision v0.13 offers a new Multi-weight support API for loading different weights to the existing model builder methods:

from torchvision.models import *
Old weights with accuracy 76.130%
resnet50(weights=ResNet50_Weights.IMAGENET1K_V1)
New weights with accuracy 80.858%
resnet50(weights=ResNet50_Weights.IMAGENET1K_V2)
Best available weights (currently alias for IMAGENET1K_V2)
Note that these weights may change across versions
resnet50(weights=ResNet50_Weights.DEFAULT)
Strings are also supported
resnet50(weights="IMAGENET1K_V2")
No weights - random initialization
resnet50(weights=None)

The new API bundles along with the weights important details such as the preprocessing transforms and meta-data such as labels. Here is how to make the most out of it:

from torchvision.io import read_image
from torchvision.models import resnet50, ResNet50_Weights
</tr></table>

... (truncated)

Commits

• bddbd7e Move from xcode 12 to 14 (#6218) (#6362)
• 5a9ee49 Fix d/c IoU for different batch sizes (#6343)
• 053feed Add minor versioning to release 0.13 (#6334)
• 9a40530 Indicate strings can be used to specify weights parameter (#6314) (#6318)
• 9b6233d Small Patch SwinTransformer for FX compatibility (#6252) (#6301)
• 055b6f4 Set MACOSX_DEPLOYMENT_TARGET=10.9 for binary jobs (#6298) (#6312)
• 8611c0f Cherry pick vision version to 1.12.1 (#6316)
• da3794e Fix all broken URLs (#6176) (#6177)
• c7091ec Adding _log_api_usage_once to Swin's reusable components. (#6175)
• 1a4afa9 Fix push on release reference name (#6170) (#6171)
• Additional commits viewable in compare view

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[dependabot]

Superseded by #92.