jfainberg / hashed_netsLinks
PyTorch implementation of HashedNets
☆36Updated 2 years ago
Alternatives and similar repositories for hashed_nets
Users that are interested in hashed_nets are comparing it to the libraries listed below
Sorting:
- Code for paper "SWALP: Stochastic Weight Averaging forLow-Precision Training".☆62Updated 6 years ago
- Identify a binary weight or binary weight and activation subnetwork within a randomly initialized network by only pruning and binarizing …☆52Updated 3 years ago
- Code base for SRSGD.☆28Updated 5 years ago
- ☆70Updated 5 years ago
- Code accompanying the NeurIPS 2020 paper: WoodFisher (Singh & Alistarh, 2020)☆52Updated 4 years ago
- Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)☆64Updated 11 months ago
- SelectiveBackprop accelerates training by dynamically prioritizing useful examples with high loss☆32Updated 5 years ago
- Soft Threshold Weight Reparameterization for Learnable Sparsity☆91Updated 2 years ago
- Piecewise Linear Functions (PWL) implementation in PyTorch☆53Updated 3 years ago
- Code for BlockSwap (ICLR 2020).☆33Updated 4 years ago
- [ICLR 2021 Spotlight] "CPT: Efficient Deep Neural Network Training via Cyclic Precision" by Yonggan Fu, Han Guo, Meng Li, Xin Yang, Yinin…☆31Updated last year
- ☆22Updated 7 years ago
- Code for Sanity-Checking Pruning Methods: Random Tickets can Win the Jackpot☆42Updated 4 years ago
- Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH☆105Updated 5 years ago
- Successfully training approximations to full-rank matrices for efficiency in deep learning.☆17Updated 4 years ago
- This repository contains code to replicate the experiments given in NeurIPS 2019 paper "One ticket to win them all: generalizing lottery …☆51Updated 11 months ago
- [JMLR'20] NeurIPS 2019 MicroNet Challenge Efficient Language Modeling, Champion☆40Updated 4 years ago
- DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures☆33Updated 4 years ago
- Experiments from "The Generalization-Stability Tradeoff in Neural Network Pruning": https://arxiv.org/abs/1906.03728.☆15Updated 4 years ago
- Delta Orthogonal Initialization for PyTorch☆18Updated 7 years ago
- Simple implementation of the LSUV initialization in PyTorch☆58Updated last year
- A pytorch implementation for the LSTM experiments in the paper: Why Gradient Clipping Accelerates Training: A Theoretical Justification f…☆46Updated 5 years ago
- [ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks☆138Updated 4 years ago
- Factorized Neural Layers☆29Updated 2 years ago
- A fast data loader for ImageNet on PyTorch.☆18Updated 6 years ago
- Butterfly matrix multiplication in PyTorch☆172Updated last year
- Codes for Understanding Architectures Learnt by Cell-based Neural Architecture Search☆27Updated 5 years ago
- Structured matrices for compressing neural networks☆67Updated last year
- Automatic learning-rate scheduler☆46Updated 4 years ago
- ☆39Updated 5 years ago