Add torchvision.transforms.Resize interpolation and antialias.

[hiyuh]

torchvision.transforms.Resize forced nearest interpolation and no antialias, but shouln't.
Based on my understanding, original torchvision.transforms.Resize calls like;

• torchvision.transforms.Resize
  • torchvision.transforms.functional.resize
    • torchvision.transforms._functional_pil.resize
      • PIL.Image.Image.resize
    • torchvision.transforms._functional_tensor.resize
      • torch.nn.functional.interpolate

Note, this PR still keeps nearest interpolation and no antialias by default for torchvision.transforms.Resize to maximize compatibility for existing code using TorchSharp and results in incompatible to original torchvision.transforms.Resize default, however, it would be up to the upstream decision.
See also;

• https://pytorch.org/vision/main/generated/torchvision.transforms.Resize.html
• https://pytorch.org/vision/main/generated/torchvision.transforms.functional.resize.html
• https://pytorch.org/docs/stable/generated/torch.nn.functional.interpolate.html

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