GitLab

* add cuDNN swa
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* fix SWA
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* add AttentionParams
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* change window_size to int64_t; fix swa/determinism tests; cache _attention_backends
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* add window_size to get_backend; fix jax and paddle
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* minor fixes; add set_deter to bwd_impl
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* fix unit tests
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* add wording on window_size special cases
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* minor tweak on wording
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* fix wording
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* update to FE 1.5.1 and add bottom right causal
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* adjust logic for backend selection
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* update FE to 1.5.2
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* add get_attention_backend function
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* update get_attention_backend
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* tweak get_attention_backend and fix unit tests
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* minor fixes for unfused, get_backend, etc
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* Update transformer_engine/pytorch/attention.py
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* fix cpu offload
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* minor fixes for get_attention_backend
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* explicitly skip FP32 and padding tests because there is no support
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* minor fix for window size check
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* update check_set_window_size and add enc_dec_attn_mask_type/enc_dec_window_size
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* Apply formatting
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* Apply formatting
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* add attention docs
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* WIP: update attention doc
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* WIP: update attention doc
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* WIP: update attention doc
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* WIP: update attn doc
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* WIP: update attn doc
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* WIP: update attn doc
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* WIP: update attention doc
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* first draft
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* minor tweak to first draft
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* clean up pictures
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* first draft for review
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* minor fixes
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* add logging info/debug
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* minor fix of an SWA message
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* use subprocess instaed of os.sys
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* clean up benchmark script
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* add example script and update notebook
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* minor tweak
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* minor tweaks
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* fix lint
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* fix Jax/Paddle related comments
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* rerun H100 benchmark
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* restrict fp8 tests to sm90+
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* move get_cudnn_version from common to pytorch utils
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Cleanup
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* Llama 3 update
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* Times update
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* utils.py fix
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* utils.py fix
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* utils.py fix
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* small fixes
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* small fix
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* small fix
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* paraphrasing and corrected facts
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* fix
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* fix
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* Use correct FP8 group in multi-GPU docs

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* Synchronize FP8 scales over world group in multi-GPU docs
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* Fixed Llama tutorial. Changed batch size and added fused=True.
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* Tutorial updated but not complete yet.
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* Removed fused=true
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* Batch size back to 8
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* Typo and commented out line
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* fixed whitespace
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* Added comment to attention line. Fixed potential bug with loading weights - now loading works correctly, confirmed by the generation code.
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* Comments
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* Weight download info
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* Moved parameter gate_proj_size to config
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* Typos fix
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Llama tutorial fixes - all
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