ksreenivasan / pruning_is_enoughLinks
Pruning is all you need (hopefully)
☆12Updated 3 years ago
Alternatives and similar repositories for pruning_is_enough
Users that are interested in pruning_is_enough are comparing it to the libraries listed below
Sorting:
- Code release for REPAIR: REnormalizing Permuted Activations for Interpolation Repair☆52Updated last year
- [ICLR 2023] "Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together!" Shiwei Liu, Tianlong Chen, Zhenyu Zhang, Xuxi Chen…☆28Updated 2 years ago
- Code accompanying the NeurIPS 2020 paper: WoodFisher (Singh & Alistarh, 2020)☆53Updated 4 years ago
- ☆18Updated last year
- Lightweight torch implementation of rigl, a sparse-to-sparse optimizer.☆60Updated 4 years ago
- Efficient Riemannian Optimization on Stiefel Manifold via Cayley Transform☆44Updated 6 years ago
- Train ImageNet *fast* in 500 lines of code with FFCV☆149Updated last year
- ☆35Updated 3 years ago
- ☆41Updated 4 years ago
- Identify a binary weight or binary weight and activation subnetwork within a randomly initialized network by only pruning and binarizing …☆51Updated 3 years ago
- Official implementation for Equivariant Architectures for Learning in Deep Weight Spaces [ICML 2023]☆90Updated 2 years ago
- Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection☆22Updated 4 years ago
- PyTorch repository for ICLR 2022 paper (GSAM) which improves generalization (e.g. +3.8% top-1 accuracy on ImageNet with ViT-B/32)☆145Updated 3 years ago
- Create animations for the optimization trajectory of neural nets☆161Updated last year
- Official implementation for the paper "Controlled Sparsity via Constrained Optimization"☆11Updated 3 years ago
- [ICML2022] Training Your Sparse Neural Network Better with Any Mask. Ajay Jaiswal, Haoyu Ma, Tianlong Chen, ying Ding, and Zhangyang Wang☆30Updated 3 years ago
- ☆37Updated 3 years ago
- ☆58Updated 2 years ago
- Distributed K-FAC preconditioner for PyTorch☆93Updated this week
- ☆23Updated 2 years ago
- Implementation of "Gradients without backpropagation" paper (https://arxiv.org/abs/2202.08587) using functorch☆114Updated 2 years ago
- This is unofficial repository for Towards Efficient and Scalable Sharpness-Aware Minimization.☆37Updated last year
- ☆45Updated 5 years ago
- ☆222Updated 2 years ago
- This repository includes code to reproduce the tables in "Loss Landscapes are All You Need: Neural Network Generalization Can Be Explaine…☆40Updated 2 years ago
- ☆14Updated 4 years ago
- ☆52Updated last year
- [ICLR 2022] "Learning Pruning-Friendly Networks via Frank-Wolfe: One-Shot, Any-Sparsity, and No Retraining" by Lu Miao*, Xiaolong Luo*, T…☆33Updated 3 years ago
- Official PyTorch implementation of LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification☆47Updated 3 years ago
- [ICML 2024] SINGD: KFAC-like Structured Inverse-Free Natural Gradient Descent (http://arxiv.org/abs/2312.05705)☆24Updated last year