[NVIDIA] Added transformer engine support and GPU optimizations #1391
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terrykong
commented
Sep 8, 2023
terrykong
commented
- Added Transformer Engine + FP8 support
- Updated T5x and jax version=0.4.11
- A100 Perf gains!
- 80% speedup - T5-small
- 23% speedup - T5-large
- 18% speedup - T5-xl
- 40% speedup - T5-xxl
- H100 support, with gains over A100
- 2.08x faster - T5-large
- 2.24x faster - T5-xl
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Co-authored-by: Sahil Jain <[email protected]> Co-authored-by: Terry Kong <[email protected]> Co-authored-by: Yu-Hang Tang <[email protected]> Co-authored-by: Ming Huang <[email protected]> Co-authored-by: Frederic Bastien <[email protected]> Co-authored-by: Sharath Turuvekere Sreenivas <[email protected]> Co-authored-by: Xiaowei Ren <[email protected]> Co-authored-by: Ryan Jeng <[email protected]> Co-authored-by: Reese Wang <[email protected]>
configs use packing (CV/Multimodal)
Updated T5x-large MNLI and SQUAD baselines
Co-authored-by: NVIDIA <[email protected]>
…e_fp8 (#8) * Allows ENABLE_TE env var to control whether TE code path is invoked * Changes enabled -> enable_fp8 to be more consistent with PAX and avoid confusion with ENABLE_TE * Remove UNINSTALL_TE logic since it is no longer required --------- Co-authored-by: NVIDIA <[email protected]>
… of input variables (#9) * Update multiprocess scripts * No longer need UNINSTALL_TE * Removes slurm scripts as the source of truth has moved to rosetta * Adds "Finished" message to multiprocess scripts * Remove BENCHMARK_ARGS which is no longer used * Fix typo in BENCHMARK_MODE and straggling if keyword * Address comments
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Signed-off-by: Reese Wang <[email protected]>
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