GitLab

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

* Initial basic setup
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

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

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

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

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

* added conda installation
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* fix for pypi
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Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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* Use anonymous hyperlink for duplicate. Fix indent.
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Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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* updated link in README for HF Accelerate docs
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* update DeepSpeed integration link
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Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Co-authored-by: Santosh Bhavani <sbhavani@nvidia.com>

* Update README.rst
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Update README.rst
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

* Update README.rst - Installation

Update installation section with comprehensive guidelines

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- Include Conda installation method (experimental)
- Document environment variables for customizing build process
- Update FlashAttention support to cover both version 2 and 3
- Add troubleshooting section with solutions for common installation issues
Signed-off-by: Santosh Bhavani <sbhavani@nvidia.com>

* Update README.rst - Installation

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* Update README.rst - Installation

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* Update README.rst
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* Update README.rst
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Update README.rst
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* Update installation.rst
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---------
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* Remove interval arg from recipe
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---------
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* fix inconsistency for attn mask; now True means participating in attn
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Added HF Nanotron to integrations and updated GTC 24 video to ondemand link
Signed-off-by: Santosh Bhavani <santosh@semantic.md>

* Update README.rst

1. Updated latest news with databricks blog
2. Fixed formatting issues
3. Added GTC 2024 video
Signed-off-by: Santosh Bhavani <santosh@semantic.md>

* Update README.rst

added back overview marker for docs generation
Signed-off-by: Santosh Bhavani <santosh@semantic.md>

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* Update README.rst
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Update README.rst
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Update README.rst
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Update README.rst
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Update README.rst
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

---------
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Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Update README.rst - Latest News

Added an entry to Latest News section
Signed-off-by: Santosh Bhavani <santosh@semantic.md>

Signed-off-by: Zhenhuan Liu <nkulzh16@gmail.com>

Update README.rst
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Signed-off-by: Przemek Tredak <ptredak@nvidia.com>

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Signed-off-by: Santosh Bhavani <santosh@semantic.md>

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Signed-off-by: Santosh Bhavani <santosh@semantic.md>

---------
Signed-off-by: Santosh Bhavani <santosh@semantic.md>

* Update README.rst - FP8 convergence

- added FP8 convergence section
- removed model support (to be replaced with a feature support table)
Signed-off-by: Santosh Bhavani <santosh@semantic.md>

* Update README.rst
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Update README.rst

Updated Latest News
Signed-off-by: Santosh Bhavani <santosh@semantic.md>

* Update README.rst

Add plot for H200
Signed-off-by: Santosh Bhavani <santosh@semantic.md>

---------
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* add gelu and dgelu.
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* Reuse fwd_rule in VJP functions for attentions
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* Apply native FP8 Dtypes to fp8.py
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* Migrating transpose from xmap to custom_partitioning
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* Apply XLA pattern match to perform FP8 GEMM.
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---------
Signed-off-by: Ming Huang <mingh@nvidia.com>
Signed-off-by: Ming-Xu Huang <mingh@nvidia.com>
Co-authored-by: Donglin Yang <dongliny@nvidia.com>

* Update README.rst - Installation section

Added pip install instructions and cleaned up pre-reqs and FlashAttention-2 section
Signed-off-by: Santosh Bhavani <santosh@semantic.md>

* Update README.rst
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

---------
Signed-off-by: Santosh Bhavani <santosh@semantic.md>
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* Update cuDNN version requirement to 8.9.3
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* debug paddle CI
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* debug paddle CI; force LD_LIBRARY
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* debug paddle CI; force LD_LIBRARY to /opt
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* remove debug info for paddle
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* change cudnn requirement to 8.9.1 for v1 and 8.9.0 for v2; add batch size 32 for unit test; add LD library path for paddle tests temporarily
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* remove printf line in fused_attn.cpp
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* add batch size 32 for unit test
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* update cudnn-frontend to 0.9.2
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* remove temporary LD library path used for testing pre-released cudnn 8.9.3
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

---------
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

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

Update README.rst

Added NVIDIA NeMo to Integrations section
Signed-off-by: Santosh Bhavani <santosh.bhavani@live.com>

* Update README.rst

Added additional integrations
Signed-off-by: Santosh Bhavani <santosh.bhavani@live.com>

* Update README.rst

Added DeepSpeed integration
Signed-off-by: Santosh Bhavani <santosh.bhavani@live.com>

---------
Signed-off-by: Santosh Bhavani <santosh.bhavani@live.com>

* Update README.rst

1/ added a nav header with links
2/ added integrations section
3/ minor grammatical changes
4/ added link to release notes
Signed-off-by: Santosh Bhavani <santosh.bhavani@live.com>

* Update README.rst

Update NGC PyT container usage instructions
Signed-off-by: Santosh Bhavani <santosh.bhavani@live.com>

* Update README.rst

- added pre-reqs under installation
- reorganized useful links as papers and videos
- updated integrations to include upcoming work
- updated copy in contributing section
- updated highlights section
- updated nav header
- added latest news section
Signed-off-by: Santosh Bhavani <santosh.bhavani@live.com>

* Update README.rst
Co-authored-by: Santosh Bhavani <santosh.bhavani@live.com>
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Update README.rst

- updated integrations section
- add DL FW support info
Signed-off-by: Santosh Bhavani <santosh.bhavani@live.com>

---------
Signed-off-by: Santosh Bhavani <santosh.bhavani@live.com>
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Adding JAX/Praxis modules and dependencies.
Signed-off-by: Ming Huang <mingh@nvidia.com>

* Adding UTs to JAX/Praxis modules.
Signed-off-by: Ming Huang <mingh@nvidia.com>

* Remove praxis as a dependency due to not strictly needed
Signed-off-by: Ming Huang <mingh@nvidia.com>

* Repalce is_fp8_supported to is_fp8_available
Signed-off-by: Ming Huang <mingh@nvidia.com>

* Make Praxis as an optional dependency.

1. Removed 'from . import praxis' in __init__.py.
    1.1 Noted, keep 'from . import flax' for deprecated warning.
2. Changed te.flax to te_flax in examples and README.rst.
Signed-off-by: Ming Huang <mingh@nvidia.com>

* Adding a workaround to FP8 training on Praxis.
Signed-off-by: Ming Huang <mingh@nvidia.com>

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Signed-off-by: Ming Huang <mingh@nvidia.com>