JJGO / shrinkbenchLinks
PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.
☆430Updated 2 years ago
Alternatives and similar repositories for shrinkbench
Users that are interested in shrinkbench are comparing it to the libraries listed below
Sorting:
- Pruning Neural Networks with Taylor criterion in Pytorch☆320Updated 5 years ago
- A research library for pytorch-based neural network pruning, compression, and more.☆162Updated 2 years ago
- ☆226Updated last year
- End-to-end training of sparse deep neural networks with little-to-no performance loss.☆324Updated 2 years ago
- Sparse learning library and sparse momentum resources.☆383Updated 3 years ago
- Summary, Code for Deep Neural Network Quantization☆552Updated last month
- Code for Neural Architecture Search without Training (ICML 2021)☆471Updated 3 years ago
- Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.☆108Updated 6 years ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆280Updated last year
- On-the-fly Structured Pruning for PyTorch models. This library implements several attributions metrics and structured pruning utils for n…☆166Updated 5 years ago
- A general and accurate MACs / FLOPs profiler for PyTorch models☆624Updated last week
- PyTorch layer-by-layer model profiler☆606Updated 4 years ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆443Updated last year
- Estimate/count FLOPS for a given neural network using pytorch☆305Updated 3 years ago
- A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)☆155Updated last year
- [ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks☆138Updated 4 years ago
- NASBench: A Neural Architecture Search Dataset and Benchmark☆698Updated 2 years ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆948Updated 4 months ago
- ConvNet training using pytorch☆347Updated 4 years ago
- aw_nas: A Modularized and Extensible NAS Framework☆250Updated last year
- A repository in preparation for open-sourcing lottery ticket hypothesis code.☆631Updated 2 years ago
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,514Updated 5 years ago
- Low Precision Arithmetic Simulation in PyTorch☆282Updated last year
- PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks☆747Updated 3 weeks ago
- PyTorch implementation of 'Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding' by …☆421Updated 5 years ago
- PyTorch Implementation of DARTS: Differentiable Architecture Search☆446Updated 3 years ago
- Quantization of Convolutional Neural networks.☆244Updated last year
- PyTorch implementation for the APoT quantization (ICLR 2020)☆277Updated 7 months ago
- Papers for deep neural network compression and acceleration☆400Updated 4 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆262Updated last year