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Signed-off-by: Jeremy Berchtold <jberchtold@nvidia.com>
Co-authored-by: Phuong Nguyen <phuonguyen@nvidia.com>

Load modules during initialize
Signed-off-by: Jeremy Berchtold <jberchtold@nvidia.com>
Co-authored-by: JAX Toolbox <jax@nvidia.com>

* refactor + mxfp8

* added grouped gemm

* rename linear to dense

* added cublas init phase for groupedGemm

* relax the tol of test encoder multiprocessing mxfp8 by 0.001
Signed-off-by: Phuong Nguyen <phuonguyen@nvidia.com>

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Signed-off-by: Phuong Nguyen <phuonguyen@nvidia.com>
Co-authored-by: Hua Huang <huah@nvidia.com>
Co-authored-by: Jeremy Berchtold <jberchtold@nvidia.com>

Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* added prepare phase for the FusedAttnForwardFFI

* enabled FusedAttnForwardFFI by default

* moved prepare phase into pybind

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Signed-off-by: Phuong Nguyen <phuonguyen@nvidia.com>

* lowering a dict of attrs

* improve err message with line and func info

* implement a product() for ffi dimensions

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Signed-off-by: Phuong Nguyen <phuonguyen@nvidia.com>

* register CmdBufferCompatible traits via C++ API

* renamed FFI_Traits

* use register_ffi_target()

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Signed-off-by: Phuong Nguyen <phuonguyen@nvidia.com>

* implemented custom call with ffi in csrc

* moved headers of misc to misc.h, add ffi.h

* ActLu and DActLu lowering with ffi_lowering

* CastTranspose with ffi_lowering

* enabled cudaGraph

* added 4d input test case to TestActivationLu

* added operand_output_aliases for CastTranspose

* added env var NVTE_JAX_WITH_FFI, default value = 1

* replace casting ActivationEnum by taking its value

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Signed-off-by: Phuong Nguyen <phuonguyen@nvidia.com>