This is a PyTorch implementation of the Scalpel. Node pruning for five benchmark networks and SIMD-aware weight pruning for LeNet-300-100 and LeNet-5 is included.
☆41Nov 7, 2018Updated 7 years ago
Alternatives and similar repositories for scalpel
Users that are interested in scalpel are comparing it to the libraries listed below
Sorting:
- PyGun: Procedural Generation of Anechoic Gunshot Sounds☆14Oct 8, 2016Updated 9 years ago
- A Unified, Systematic Framework of Structured Weight Pruning for DNNs☆22Aug 3, 2018Updated 7 years ago
- ☆12Jul 9, 2021Updated 4 years ago
- This is a really simple compression of Caffe Model☆24Apr 23, 2017Updated 8 years ago
- Building and Using A Seed Corpus for the Human Language Project☆11Feb 9, 2018Updated 8 years ago
- The quantization of CNN/LSTM☆11Mar 26, 2017Updated 8 years ago
- Public Release of Stream-Dataflow☆14May 17, 2019Updated 6 years ago
- ☆10Feb 12, 2020Updated 6 years ago
- ☆213Nov 23, 2018Updated 7 years ago
- Info how to profile multithreaded Python programs☆35Jul 18, 2017Updated 8 years ago
- A PyTorch implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.☆275Aug 15, 2018Updated 7 years ago
- ☆20Nov 21, 2017Updated 8 years ago
- convert torch module to tensorrt network or tvm function☆89Dec 20, 2019Updated 6 years ago
- A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).☆206Dec 11, 2018Updated 7 years ago
- Pytorch implementation of Quadratic Additive Angular Margin Loss for Face Recognition☆35Nov 24, 2020Updated 5 years ago
- A PyTorch implementation of the iterative pruning method described in Han et. al. (2015)☆40Dec 27, 2018Updated 7 years ago
- An efficient framework for convolutional neural networks☆278Aug 30, 2023Updated 2 years ago
- A quick view of high-performance convolution neural networks (CNNs) inference engines on mobile devices.☆151Jun 13, 2022Updated 3 years ago
- The Synapse Neuron Wallet - Binary Releases☆15Dec 17, 2018Updated 7 years ago
- ☆15Feb 19, 2026Updated last week
- ☆23Aug 24, 2016Updated 9 years ago
- ☆57May 7, 2018Updated 7 years ago
- MAESTRO binary release☆22Nov 14, 2019Updated 6 years ago
- Reducing the size of convolutional neural networks☆112Nov 28, 2017Updated 8 years ago
- MXNet Model Serving☆25Oct 4, 2017Updated 8 years ago
- Path-Level Network Transformation for Efficient Architecture Search, in ICML 2018.☆112Jun 12, 2018Updated 7 years ago
- (New version is out: https://github.com/hpi-xnor/BMXNet-v2) BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet☆351Nov 18, 2019Updated 6 years ago
- Pytorch implementation of Block Neural Autoregressive Flow☆182Aug 19, 2021Updated 4 years ago
- The core repository of the elsciRL framework.☆18Dec 8, 2025Updated 2 months ago
- optimized caffe for GBD☆27Oct 7, 2016Updated 9 years ago
- Pumilio: A Web-Based Management System for Ecological Recordings☆13Oct 29, 2018Updated 7 years ago
- Training neural networks with 8-bit computations☆28Apr 11, 2016Updated 9 years ago
- ☆22Jun 22, 2016Updated 9 years ago
- Tensorflow codes for "Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers"☆30Oct 14, 2019Updated 6 years ago
- ☆377May 11, 2023Updated 2 years ago
- FBN: Factorized Bilinear Models for Image Recognition (ICCV 2017)☆67Jan 30, 2018Updated 8 years ago
- Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators☆1,546Aug 28, 2019Updated 6 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,088May 2, 2024Updated last year
- YOLOv2 in PyTorch☆26Oct 18, 2017Updated 8 years ago