[ICML 2022] "Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets" by Tianlong Chen, Xuxi Chen, Xiaolong Ma, Yanzhi Wang, Zhangyang Wang.
☆33Apr 9, 2023Updated 2 years ago
Alternatives and similar repositories for Structure-LTH
Users that are interested in Structure-LTH are comparing it to the libraries listed below
Sorting:
- [NeurIPS‘2021] "MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge", Geng Yuan, Xiaolong Ma, Yanzhi Wang et al…☆17Mar 16, 2022Updated 4 years ago
- [ICLR 2021] "Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning" by Tianlong Chen*, Zhenyu Zhang*, Sijia Liu, S…☆26Dec 30, 2021Updated 4 years ago
- Official pytorch code for "APP: Anytime Progressive Pruning" (DyNN @ ICML, 2022; CLL @ ACML, 2022, SNN @ ICML, 2022 and SlowDNN 2023)☆16Nov 22, 2022Updated 3 years ago
- Code for reproducing "AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks" (NeurIPS 2021)☆23Nov 9, 2021Updated 4 years ago
- The official repository for our paper "The Dual Form of Neural Networks Revisited: Connecting Test Time Predictions to Training Patterns …☆16Jun 11, 2025Updated 9 months ago
- [ICML 2021] "Do We Actually Need Dense Over-Parameterization? In-Time Over-Parameterization in Sparse Training" by Shiwei Liu, Lu Yin, De…☆45Nov 11, 2023Updated 2 years ago
- Code for "Structured Sparsity Inducing Adaptive Optimizers for Deep Learning" in PyTorch☆18Feb 11, 2021Updated 5 years ago
- Code for "Fast Sparse ConvNets" CVPR2020 submissions☆12Nov 20, 2019Updated 6 years ago
- ☆46Jun 19, 2024Updated last year
- Pytorch implementation of our paper accepted by IEEE TNNLS, 2021 -- Network Pruning using Adaptive Exemplar Filters☆24Apr 4, 2021Updated 4 years ago
- PyTorch implementation of TinyWASE described in our paper "Compressing Speaker Extraction Model with Ultra-low Precision Quantization and…☆11Jun 28, 2021Updated 4 years ago
- [NeurIPS 2022] "Randomized Channel Shuffling: Minimal-Overhead Backdoor Attack Detection without Clean Datasets" by Ruisi Cai*, Zhenyu Zh…☆21Oct 1, 2022Updated 3 years ago
- 关于AI,ML,DA,DV等的几个经典案例，包括堵车模拟(NagelSchreckenberg)、蒙特卡洛排队问题(Monte Carlo Queuing Problem)、人脸识别(RecognitionFace)、遗传算法推断图像(IconGenetic)☆10Oct 14, 2018Updated 7 years ago
- Implementation of NM sparsity recipe presented in the paper "Progressive Gradient Flow for Robust N:M Sparsity Training in Transformers".☆11Feb 5, 2024Updated 2 years ago
- vortex particles for simulating smoke in 2d☆16Dec 13, 2021Updated 4 years ago
- Speechflow for emotion recognition related information decomposition☆10Jul 27, 2021Updated 4 years ago
- This repository is an official PyTorch implementation of our paper "Feature Distillation Interaction Weighting Network for Lightweight Im…☆21May 10, 2023Updated 2 years ago
- [ICLR 2022] "Unified Vision Transformer Compression" by Shixing Yu*, Tianlong Chen*, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Li…☆55Dec 1, 2023Updated 2 years ago
- acnn for text-independent speaker recognition☆10Feb 8, 2022Updated 4 years ago
- Shadowsocks/ShadowsocksR 账号在线监控☆12Nov 25, 2018Updated 7 years ago
- [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…☆16Jan 3, 2022Updated 4 years ago
- End-to-end training of sparse deep neural networks with little-to-no performance loss.☆335Jan 26, 2023Updated 3 years ago
- ☆10Dec 22, 2023Updated 2 years ago
- [NeurIPS 2024] Search for Efficient LLMs☆16Jan 16, 2025Updated last year
- [ICLR 2022] "Sparsity Winning Twice: Better Robust Generalization from More Efficient Training" by Tianlong Chen*, Zhenyu Zhang*, Pengjun…☆40Mar 20, 2022Updated 4 years ago
- This is the official repo for "Differentiable Model Scaling using Differentiable Topk"☆12May 16, 2024Updated last year
- A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores☆59Nov 24, 2023Updated 2 years ago
- Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation☆27Nov 7, 2019Updated 6 years ago
- 完整基于omlsa.m实现☆14Nov 26, 2021Updated 4 years ago
- OpenRISC Conference Website☆16Aug 15, 2024Updated last year
- [CVPR 2021] "The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models" Tianlong Chen, Jon…☆68Dec 17, 2022Updated 3 years ago
- [ICML 2023] "Data Efficient Neural Scaling Law via Model Reusing" by Peihao Wang, Rameswar Panda, Zhangyang Wang☆14Jan 4, 2024Updated 2 years ago
- some demos for cpc☆12Jun 9, 2018Updated 7 years ago
- ☆13Sep 24, 2023Updated 2 years ago
- [ICML2022] Training Your Sparse Neural Network Better with Any Mask. Ajay Jaiswal, Haoyu Ma, Tianlong Chen, ying Ding, and Zhangyang Wang☆30Jul 24, 2022Updated 3 years ago
- Perceptron-based branch predictor written in C++☆13Dec 14, 2016Updated 9 years ago
- GWR Toolbox☆14Jan 28, 2019Updated 7 years ago
- [ICML2023] Instant Soup Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models. Ajay Jaiswal, Shiwei Liu, Ti…☆11Nov 28, 2023Updated 2 years ago
- The code for Joint Neural Architecture Search and Quantization☆14Apr 10, 2019Updated 6 years ago