Code for paper "SWALP: Stochastic Weight Averaging forLow-Precision Training".
☆62May 11, 2019Updated 6 years ago
Alternatives and similar repositories for SWALP
Users that are interested in SWALP are comparing it to the libraries listed below
Sorting:
- Code Release for "On the Inductive Bias of Masked Language Modeling: From Statistical to Syntactic Dependencies"☆16Apr 13, 2021Updated 4 years ago
- Low Precision Arithmetic Simulation in PyTorch☆291May 20, 2024Updated last year
- Successfully training approximations to full-rank matrices for efficiency in deep learning.☆17Jan 5, 2021Updated 5 years ago
- ProxQuant: Quantized Neural Networks via Proximal Operators☆30Feb 19, 2019Updated 7 years ago
- An Tensorflow.keras implementation of Same, Same But Different - Recovering Neural Network Quantization Error Through Weight Factorizatio…☆10Dec 18, 2019Updated 6 years ago
- ☆77Jun 7, 2019Updated 6 years ago
- Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search☆89May 29, 2019Updated 6 years ago
- Proximal Asynchronous SAGA☆13Nov 30, 2017Updated 8 years ago
- PyTorch implementation of Towards Efficient Training for Neural Network Quantization☆16Jan 16, 2020Updated 6 years ago
- ☆12Feb 27, 2023Updated 3 years ago
- ☆22Nov 24, 2018Updated 7 years ago
- ☆11Jan 2, 2022Updated 4 years ago
- ☆47Jan 17, 2020Updated 6 years ago
- Repository containing code for getting statistical guarantees on properties of BNNs☆13Apr 24, 2019Updated 6 years ago
- Code for "Efficient optimization of loops and limits with randomized telescoping sums"☆27May 13, 2019Updated 6 years ago
- Code for ICML 2021 submission☆35Mar 24, 2021Updated 4 years ago
- [COLING22] Text-to-Text Extraction and Verbalization of Biomedical Event Graphs☆10Nov 5, 2022Updated 3 years ago
- Codes for accepted paper "Cooperative Pruning in Cross-Domain Deep Neural Network Compression" in IJCAI 2019.☆12Aug 15, 2019Updated 6 years ago
- This repository is no longer maintained. Check☆81Apr 23, 2020Updated 5 years ago
- code for the paper "A Statistical Framework for Low-bitwidth Training of Deep Neural Networks"☆29Oct 31, 2020Updated 5 years ago
- Code release for "TempLM: Distilling Language Models into Template-Based Generators"☆14Jul 21, 2022Updated 3 years ago
- Learning Accurate Decision Trees with Bandit Feedback via Quantized Gradient Descent☆17Sep 8, 2022Updated 3 years ago
- Implementation of "NITI: Training Integer Neural Networks Using Integer-only Arithmetic" on arxiv☆90Jul 26, 2022Updated 3 years ago
- Code for the paper "Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers" published in ICLR 2019☆14Apr 25, 2019Updated 6 years ago
- Lookahead Optimizer: k steps forward, 1step back for MXNet☆21Jun 28, 2020Updated 5 years ago
- AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks☆17Jan 27, 2021Updated 5 years ago
- Equi-normalization of Neural Networks☆116May 21, 2019Updated 6 years ago
- Code for paper 'Minimizing FLOPs to Learn Efficient Sparse Representations' published at ICLR 2020☆20Feb 14, 2020Updated 6 years ago
- Repository with code for paper "Inhibited Softmax for Uncertainty Estimation in Neural Networks"☆25May 1, 2019Updated 6 years ago
- ConvNet training using pytorch☆348Feb 4, 2021Updated 5 years ago
- Poincaré Event Temporal Embeddings and Hyperbolic GRU for Event TempRel Extraction☆11Nov 8, 2021Updated 4 years ago
- MoEx (Moment Exchange)☆140Jun 24, 2021Updated 4 years ago
- Python implementation for paper: Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples☆11Jun 12, 2018Updated 7 years ago
- Implementation of the LOSSGRAD optimization algorithm☆15Mar 21, 2019Updated 7 years ago
- Code for "Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation"☆26Oct 30, 2019Updated 6 years ago
- Mode Connectivity and Fast Geometric Ensembles in PyTorch☆284Oct 24, 2022Updated 3 years ago
- ☆10Oct 12, 2021Updated 4 years ago
- Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning"☆477Jul 6, 2023Updated 2 years ago
- ☆24Jan 30, 2020Updated 6 years ago