Implement Towards Effective Low-bitwidth Convolutional Neural Networks
☆41Sep 17, 2018Updated 7 years ago
Alternatives and similar repositories for QuantizeCNNModel
Users that are interested in QuantizeCNNModel are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository implements the paper "Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations"☆20Aug 30, 2021Updated 4 years ago
- ☆45Jan 17, 2020Updated 6 years ago
- PyTorch code for full quantization of DNN using BCGD☆14Jul 24, 2019Updated 6 years ago
- This repository represents training examples for the CVPR 2018 paper "SYQ:Learning Symmetric Quantization For Efficient Deep Neural Netwo…☆31Jul 25, 2019Updated 6 years ago
- Example for applying Gaussian and Laplace clipping on activations of CNN.☆34Jan 20, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆58Dec 8, 2020Updated 5 years ago
- LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks☆245Aug 30, 2022Updated 3 years ago
- Codes for AAAI2019 paper: Deep Neural Network Quantization via Layer-Wise Optimization using Limited Training Data☆41Jan 22, 2019Updated 7 years ago
- Some recent Quantizing techniques on PyTorch☆72Sep 8, 2019Updated 6 years ago
- Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019☆54May 8, 2020Updated 6 years ago
- Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"☆336Jul 25, 2024Updated last year
- caffe implementation of single level quantization☆19Dec 15, 2018Updated 7 years ago
- ☆213Nov 23, 2018Updated 7 years ago
- ☆35Mar 4, 2020Updated 6 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Quantization of Convolutional Neural networks.☆248Aug 5, 2024Updated last year
- ProxQuant: Quantized Neural Networks via Proximal Operators☆30Feb 19, 2019Updated 7 years ago
- alibabacloud-quantization-networks☆120Nov 8, 2019Updated 6 years ago
- Test scripts for exploring PyTorch JIT and quantization capability☆11Mar 8, 2021Updated 5 years ago
- A PyTorch implementation of "Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights"☆166Mar 8, 2020Updated 6 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
- DNN quantization with outlier channel splitting (ICML'19)☆114Mar 21, 2020Updated 6 years ago
- Code for “Discrimination-aware-Channel-Pruning-for-Deep-Neural-Networks”☆184Oct 29, 2020Updated 5 years ago
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆31Mar 12, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆314May 8, 2024Updated 2 years ago
- BitSplit Post-trining Quantization☆49Dec 20, 2021Updated 4 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆299Aug 1, 2021Updated 4 years ago
- ☆46Sep 5, 2019Updated 6 years ago
- Caffe implementation of Optimal-Ternary-Weights-Approximation in "Two-Step Quantization for Low-bit Neural Networks" (CVPR2018).☆15Sep 21, 2018Updated 7 years ago
- Bi-Real-Net Model in Pytorch https://arxiv.org/abs/1808.00278 + pre-trained fp model weights☆18Sep 17, 2019Updated 6 years ago
- Role-Wise Data Augmentation for Knowledge Distillation☆19Nov 22, 2022Updated 3 years ago
- A PyTorch Framework for Efficient Pruning and Quantization for specialized accelerators.☆37Dec 5, 2021Updated 4 years ago
- Reducing the size of convolutional neural networks☆113Nov 28, 2017Updated 8 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [CVPR 2020] This project is the PyTorch implementation of our accepted CVPR 2020 paper : forward and backward information retention for a…☆181Mar 14, 2020Updated 6 years ago
- DL quantization for pytorch☆26Mar 30, 2019Updated 7 years ago
- [CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆408Feb 26, 2021Updated 5 years ago
- ☆16Jun 18, 2025Updated 11 months ago
- pytorch implementation of "Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks"☆129Jan 2, 2020Updated 6 years ago
- PyTorch Implementation of XNOR-Net☆493Feb 27, 2023Updated 3 years ago
- BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet☆17Dec 5, 2018Updated 7 years ago