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Projects in Awesome Lists tagged with efficient-training

A curated list of projects in awesome lists tagged with efficient-training .

https://github.com/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.

computer-vision deep-learning efficient-training machine-learning pytorch

Last synced: 05 Nov 2024

https://github.com/zhaoyue-zephyrus/avion

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

efficient-training video-understanding

Last synced: 30 Dec 2024

https://github.com/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

efficient-training large-language-models model-reusing transformers

Last synced: 16 Nov 2024

https://github.com/snap-research/mlpinit-for-gnns

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

deep-learning efficient-training feedforward-neural-network gnn graph-algorithm graph-neural-networks multi-layer-perceptron pytorch scalability

Last synced: 15 Nov 2024

https://github.com/VITA-Group/L2-GCN

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

efficient-training gcn graph-convolutional-networks learning-to-learn

Last synced: 28 Nov 2024

https://github.com/vita-group/l2-gcn

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

efficient-training gcn graph-convolutional-networks learning-to-learn

Last synced: 16 Nov 2024