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* SWA (left, right) with FusedAttention changes cherry-picked from https://github.com/NVIDIA/TransformerEngine/pull/1369

Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* fix test_kv_cache failures
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* remove unnecessary comments
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* fix some more filter issues, address feedback
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* fix for local test case failures - `bottom_right_diagonal` should be calculated in `fused_attn_fwd` call as well
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* make conditions more accurate
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* add cp tests to test swa (left, right)
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci



* remove dead code and make conditions better
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci



* fix lint
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* feedback form Charlene
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* small er
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* plumb `bottom_right_diagonal` through jax
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci



* plumb `bottom_right_diagonal` through jax
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci



* add missing fields
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* use proper mask type in CP
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci



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Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>