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PXDesign for NVIDIA Blackwell

This repository contains an automated installer to run PXDesign on NVIDIA Blackwell architecture (sm_120), which requires PyTorch Nightly, CUDA 12.8+, and JAX updates that break the standard installation.

Prerequisites

  • CUDA 12.8+ Driver
  • Conda
  • Tested on Ubuntu 24.04 + Blackwell RTX 6000 (driver 580.105.08 / cuda 13.0)

Installation

  1. Clone this repo.
  2. Run the installer:
    bash install_blackwell.sh
    

Environment

cd $HOME/PXDesign

conda activate pxdesign

pxdesign pipeline \
 --preset extended \
 -i ./examples/PDL1_quick_start.yaml \
 -o ./output_folder \
 --N_sample 10 \
 --dtype bf16 \
 --use_fast_ln False \
 --use_deepspeed_evo_attention False

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PXDesign with modifications for running on Blackwell GPUs

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  • Python 95.6%
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  • Dockerfile 0.2%