efficient-training

There are 20 repositories under efficient-training topic.

  • yashbhalgat/HashNeRF-pytorch

    Pure PyTorch Implementation of NVIDIA paper on Instant Training of Neural Graphics primitives: https://nvlabs.github.io/instant-ngp/

    Language:Python9741637101

  • LeapLabTHU/EfficientTrain

    1.5−3.0× lossless training or pre-training speedup. An off-the-shelf, easy-to-implement algorithm for the efficient training of foundation visual backbones.

    Language:Python2126119

  • szq0214/FKD

    Official code for our ECCV'22 paper "A Fast Knowledge Distillation Framework for Visual Recognition"

    Language:Python1818831

  • zhaoyue-zephyrus/AVION

    [arXiv:2309.16669] Code release for "Training a Large Video Model on a Single Machine in a Day"

    Language:Python1181137

  • SangyeopYeo/Edge-popup_with_MMD

    Can We Find Strong Lottery Tickets in Generative Models? - Official Code (Pytorch)

    Language:Python1000014

  • kkahatapitiya/X3D-Multigrid

    PyTorch implementation of X3D models with Multigrid training.

    Language:Python9321213

  • VITA-Group/LiGO

    [ICLR 2023] "Learning to Grow Pretrained Models for Efficient Transformer Training" by Peihao Wang, Rameswar Panda, Lucas Torroba Hennigen, Philip Greengard, Leonid Karlinsky, Rogerio Feris, David Cox, Zhangyang Wang, Yoon Kim

    Language:Python822629

  • snap-research/MLPInit-for-GNNs

    [ICLR 2023] MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization

    Language:Jupyter Notebook76724

  • zhiqiangdon/online-augment

    Code for "OnlineAugment: Online Data Augmentation with Less Domain Knowledge" (ECCV 2020)

    Language:Python37224

  • GATECH-EIC/CPT

    [ICLR 2021] "CPT: Efficient Deep Neural Network Training via Cyclic Precision" by Yonggan Fu, Han Guo, Meng Li, Xin Yang, Yining Ding, Vikas Chandra, Yingyan Lin

    Language:Python30426

  • VITA-Group/L2-GCN

    [CVPR 2020] L2-GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks

    Language:Python307413

  • kentaroy47/DatasetCulling

    :scissors: Dataset Culling: Faster training of domain specific models with distillation :scissors: (IEEE ICIP 2019)

    Language:Python27724

  • changlin31/AutoProg

    (CVPR 2022) Automated Progressive Learning for Efficient Training of Vision Transformers

    25712

  • snap-research/non-contrastive-link-prediction

    [ICLR 2023] Link Prediction with Non-Contrastive Learning

    Language:Python25701

  • lizhaoliu-Lec/DAS

    This is the official repo for Densely-Anchored Sampling for Deep Metric Learning (ECCV 22).

    Language:Python14311

  • GATECH-EIC/FracTrain

    [NeurIPS 2020] "FracTrain: Fractionally Squeezing Bit Savings Both Temporally and Spatially for Efficient DNN Training" by Yonggan Fu, Haoran You, Yang Zhao, Yue Wang, Chaojian Li, Kailash Gopalakrishnan, Zhangyang Wang, Yingyan Lin

    Language:Python11214

  • titania7777/VideoFrameSampler

    Salient Video Frames Sampling Method Using the Mean of Deep Features for Efficient Model Training (KIBME 2021)

    Language:Python6202
  • ACS

    hmdolatabadi/ACS

    [ECCV 2022] The official repository of ''$\ell_\infty$-Robustness and Beyond: Unleashing Efficient Adversarial Training''.

    Language:Python2200

  • lzh107u/DiffuCE

    Language:Python110

  • hmdolatabadi/COLLIDER

    [ACCV 2022] The official repository of ''COLLIDER: A Robust Training Framework for Backdoor Data''.

    Language:Python0100