A PyTorch implementation of "Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights"
☆167Mar 8, 2020Updated 6 years ago
Alternatives and similar repositories for INQ-pytorch
Users that are interested in INQ-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Caffe Implementation for Incremental network quantization☆191Jul 29, 2018Updated 7 years ago
- A pytorch implementation of DoReFa-Net☆132Dec 26, 2019Updated 6 years ago
- ☆213Nov 23, 2018Updated 7 years ago
- ProxQuant: Quantized Neural Networks via Proximal Operators☆30Feb 19, 2019Updated 7 years ago
- LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks☆245Aug 30, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Quantization of Convolutional Neural networks.☆250Aug 5, 2024Updated last year
- Some recent Quantizing techniques on PyTorch☆72Sep 8, 2019Updated 6 years ago
- ☆45Jan 17, 2020Updated 6 years ago
- Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019☆54May 8, 2020Updated 5 years ago
- [CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆404Feb 26, 2021Updated 5 years ago
- Codes for AAAI2019 paper: Deep Neural Network Quantization via Layer-Wise Optimization using Limited Training Data☆41Jan 22, 2019Updated 7 years ago
- ☆35Mar 4, 2020Updated 6 years ago
- Successfully training approximations to full-rank matrices for efficiency in deep learning.☆17Jan 5, 2021Updated 5 years ago
- Reducing the size of convolutional neural networks☆113Nov 28, 2017Updated 8 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"☆336Jul 25, 2024Updated last year
- Implement Towards Effective Low-bitwidth Convolutional Neural Networks☆41Sep 17, 2018Updated 7 years ago
- Codes for accepted paper "Cooperative Pruning in Cross-Domain Deep Neural Network Compression" in IJCAI 2019.☆12Aug 15, 2019Updated 6 years ago
- Incremental Network Quantization, Kmeans quantization, Iterative Pruning, Dynamic Network Surgery☆33Mar 24, 2018Updated 8 years ago
- Code for: "And the bit goes down: Revisiting the quantization of neural networks"☆631Nov 9, 2020Updated 5 years ago
- caffe implementation of single level quantization☆19Dec 15, 2018Updated 7 years ago
- Example for applying Gaussian and Laplace clipping on activations of CNN.☆34Jan 20, 2019Updated 7 years ago
- [CVPR 2020] This project is the PyTorch implementation of our accepted CVPR 2020 paper : forward and backward information retention for a…☆180Mar 14, 2020Updated 6 years ago
- Code example for the ICLR 2018 oral paper☆151May 31, 2018Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Proximal Mean-field for Neural Network Quantization☆21Apr 9, 2020Updated 5 years ago
- DNN quantization with outlier channel splitting (ICML'19)☆114Mar 21, 2020Updated 6 years ago
- Caffe implementation of Optimal-Ternary-Weights-Approximation in "Two-Step Quantization for Low-bit Neural Networks" (CVPR2018).☆14Sep 21, 2018Updated 7 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
- Revisiting Parameter Sharing for Automatic Neural Channel Number Search, NeurIPS 2020☆22Nov 15, 2020Updated 5 years ago
- Low Precision Arithmetic Simulation in PyTorch☆291May 20, 2024Updated last year
- PyTorch Implementation of XNOR-Net☆494Feb 27, 2023Updated 3 years ago
- Efficient forward propagation for BCNNs☆49Jun 12, 2017Updated 8 years ago
- alibabacloud-quantization-networks☆121Nov 8, 2019Updated 6 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Caffe implementation of accurate low-precision neural networks☆119Oct 25, 2018Updated 7 years ago
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆51May 9, 2024Updated last year
- [NeurIPS 2020] ShiftAddNet: A Hardware-Inspired Deep Network☆74Nov 16, 2020Updated 5 years ago
- Implementation of "DeepShift: Towards Multiplication-Less Neural Networks" https://arxiv.org/abs/1905.13298☆114Nov 22, 2021Updated 4 years ago
- Summary, Code for Deep Neural Network Quantization☆558Jun 14, 2025Updated 9 months ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆282Dec 8, 2023Updated 2 years ago
- A pytorch implementation of dorefa quantization☆113Dec 30, 2019Updated 6 years ago