[common/PyTorch] Add cuDNN SWA (left, 0) + padding + bottom right causal

[cyanguwa]

Description

This PR adds SWA (left, 0) support to the FusedAttention backend for {bshd, sbhd, thd} formats and {no_mask, causal, causal_bottom_right, padding, padding_causal, padding_causal_bottom_right} masks.

Previously, the support was only for SWA (left, 0) with {bshd, sbhd} formats, and {no_mask, causal} mask.

This PR requires cudnn-frontend 1.9.

Type of change

• Documentation change (change only to the documentation, either a fix or a new content)
• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• Infra/Build change
• Code refractor

Changes

Please list the changes introduced in this PR:

• Add cuDNN SWA (left, 0) + padding + bottom right causal

Checklist:

• I have read and followed the contributing guidelines
• The functionality is complete
• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• My changes generate no new warnings
• I have added tests that prove my fix is effective or that my feature works
• New and existing unit tests pass locally with my changes

[cyanguwa]

This PR currently passes all tests with cudnn-frontend 1.9 develop branch. Will run full TE CI when 1.9 is released.

[cyanguwa]

/te-ci pytorch

[cyanguwa]

/te-ci jax

[cyanguwa]

/te-ci paddle

[cyanguwa]

/te-ci jax