efficient-training topic

List efficient-training repositories

HashNeRF-pytorch

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

FKD

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

X3D-Multigrid

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PyTorch implementation of X3D models with Multigrid training.

L2-GCN

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

online-augment

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

AutoProg

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

DatasetCulling

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

MLPInit-for-GNNs

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

non-contrastive-link-prediction

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[ICLR 2023] Link Prediction with Non-Contrastive Learning

AVION

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Code release for "Training a Large Video Model on a Single Machine in a Day"