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@NUS-HPC-AI-Lab

NUS HPC AI Lab

README.md

NUS HPC-AI Lab

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We are the High-Performance Computing for Artificial Intelligence (HPC-AI) Lab at the National University of Singapore (NUS)!

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  1. LARS-ImageNet-PyTorch LARS-ImageNet-PyTorch Public

    Accuracy 77%. Large batch deep learning optimizer LARS for ImageNet with PyTorch and ResNet, using Horovod for distribution. Optional accumulated gradient and NVIDIA DALI dataloader.

    Python 38 8

  2. pytorch-lamb pytorch-lamb Public

    PyTorch implementation of LAMB for ImageNet/ResNet-50 training

    Python 13 2

  3. InfoBatch InfoBatch Public

    Lossless Training Speed Up by Unbiased Dynamic Data Pruning

    Python 321 18

  4. Neural-Network-Parameter-Diffusion Neural-Network-Parameter-Diffusion Public

    We introduce a novel approach for parameter generation, named neural network parameter diffusion (p-diff), which employs a standard latent diffusion model to synthesize a new set of parameters

    Python 846 45

  5. VideoSys VideoSys Public

    VideoSys: An easy and efficient system for video generation

    Python 1.8k 126

Repositories

Showing 10 of 28 repositories
  • Enhance-A-Video Public

    Enhance-a-Video: Better Generared Video for Free

    NUS-HPC-AI-Lab/Enhance-A-Video’s past year of commit activity
    Python 18 0 1 0 Updated Dec 20, 2024
  • Dynamic-Diffusion-Transformer Public
    NUS-HPC-AI-Lab/Dynamic-Diffusion-Transformer’s past year of commit activity
    Python 39 0 1 0 Updated Dec 19, 2024
  • Dynamic-Tuning Public

    The official implementation of "2024NeurIPS Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation"

    NUS-HPC-AI-Lab/Dynamic-Tuning’s past year of commit activity
    Python 38 1 0 0 Updated Dec 19, 2024
  • R-MeeTo Public

    Give us minutes, we give back a faster Mamba. The official implementation of "Faster Vision Mamba is Rebuilt in Minutes via Merged Token Re-training".

    NUS-HPC-AI-Lab/R-MeeTo’s past year of commit activity
    Python 35 1 0 0 Updated Dec 18, 2024
  • Neural-Network-Parameter-Diffusion Public

    We introduce a novel approach for parameter generation, named neural network parameter diffusion (p-diff), which employs a standard latent diffusion model to synthesize a new set of parameters

    NUS-HPC-AI-Lab/Neural-Network-Parameter-Diffusion’s past year of commit activity
    Python 846 45 10 1 Updated Dec 16, 2024
  • VideoSys Public

    VideoSys: An easy and efficient system for video generation

    NUS-HPC-AI-Lab/VideoSys’s past year of commit activity
    Python 1,839 Apache-2.0 126 14 3 Updated Dec 11, 2024
  • SGL Public
    NUS-HPC-AI-Lab/SGL’s past year of commit activity
    6 0 1 0 Updated Dec 5, 2024
  • PAD Public

    Prioritize Alignment in Dataset Distillation

    NUS-HPC-AI-Lab/PAD’s past year of commit activity
    Python 20 2 0 0 Updated Dec 3, 2024
  • Awesome-Efficient-Video-Generation Public

    A curated list of recent efficient video generation methods.

    NUS-HPC-AI-Lab/Awesome-Efficient-Video-Generation’s past year of commit activity
    7 0 0 0 Updated Nov 23, 2024
  • EDF Public
    NUS-HPC-AI-Lab/EDF’s past year of commit activity
    Python 11 0 0 0 Updated Nov 16, 2024
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