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* Add LayerNormForwardFFI(); add FFI calls in Python
Signed-off-by: Hua Huang <huah@nvidia.com>

* Add FFI for RMS norm, all tests passed
Signed-off-by: Hua Huang <huah@nvidia.com>

* Simplify layer & RMS norm FFI calls
Signed-off-by: Hua Huang <huah@nvidia.com>

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

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



* Simplify tensor size calculations
Signed-off-by: Hua Huang <huah@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: Hua Huang <huah@nvidia.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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Exposed context parallel params to DPA api
Signed-off-by: Md Fahim Faysal Khan <mdfahimfaysa@nvidia.com>
Signed-off-by: Michael Goldfarb <mgoldfarb@nvidia.com>

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Signed-off-by: Md Fahim Faysal Khan <mdfahimfaysa@nvidia.com>
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* Let fp8 mha work with rope when cp is on
Signed-off-by: Xin Yao <xiny@nvidia.com>

* fix and update ut
Signed-off-by: Xin Yao <xiny@nvidia.com>

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Signed-off-by: Xin Yao <xiny@nvidia.com>

[PyTorch] Missing intra-domain ranks list when initializing Userbuffers with data parallelism (#1305)

added missing list of intra-domain ranks when num_domains > 1 in initialize_ub
Signed-off-by: Alp Dener <adener@nvidia.com>

rm default value for NVTE_JAX_FUSED_ATTN_WITH_FFI
Signed-off-by: Phuong Nguyen <phuonguyen@nvidia.com>