LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks
☆246Aug 30, 2022Updated 3 years ago
Alternatives and similar repositories for LQ-Nets
Users that are interested in LQ-Nets are comparing it to the libraries listed below
Sorting:
- Caffe implementation of accurate low-precision neural networks☆119Oct 25, 2018Updated 7 years ago
- Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"☆336Jul 25, 2024Updated last year
- Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019☆54May 8, 2020Updated 5 years ago
- ☆47Jan 17, 2020Updated 6 years ago
- [CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆404Feb 26, 2021Updated 5 years ago
- Caffe Implementation for Incremental network quantization☆190Jul 29, 2018Updated 7 years ago
- ProxQuant: Quantized Neural Networks via Proximal Operators☆30Feb 19, 2019Updated 7 years ago
- Quantization of Convolutional Neural networks.☆250Aug 5, 2024Updated last year
- Implement Towards Effective Low-bitwidth Convolutional Neural Networks☆41Sep 17, 2018Updated 7 years ago
- ☆213Nov 23, 2018Updated 7 years ago
- pytorch implementation of "Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks"☆129Jan 2, 2020Updated 6 years ago
- A PyTorch implementation of "Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights"☆167Mar 8, 2020Updated 5 years ago
- Code example for the ICLR 2018 oral paper☆152May 31, 2018Updated 7 years ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆283Dec 11, 2024Updated last year
- ☆57Dec 8, 2020Updated 5 years ago
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆139Nov 19, 2020Updated 5 years ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆310May 8, 2024Updated last year
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆281Dec 8, 2023Updated 2 years ago
- Implementation for Trained Ternary Network.☆108Jan 13, 2017Updated 9 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
- source code of the paper: Robust Quantization: One Model to Rule Them All☆41Mar 24, 2023Updated 2 years ago
- ☆35Mar 4, 2020Updated 5 years ago
- Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow☆170Dec 9, 2019Updated 6 years ago
- Two-Step Quantization on AlexNet☆13Jun 29, 2018Updated 7 years ago
- A pytorch implementation of DoReFa-Net☆132Dec 26, 2019Updated 6 years ago
- Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks☆68Nov 4, 2021Updated 4 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆98Jun 10, 2021Updated 4 years ago
- BMXNet 2: An Open-Source Binary Neural Network Implementation Based on MXNet☆232May 20, 2022Updated 3 years ago
- PyTorch implementation of Towards Efficient Training for Neural Network Quantization☆16Jan 16, 2020Updated 6 years ago
- Proximal Mean-field for Neural Network Quantization☆21Apr 9, 2020Updated 5 years ago
- PyTorch code for full quantization of DNN using BCGD☆14Jul 24, 2019Updated 6 years ago
- Example for applying Gaussian and Laplace clipping on activations of CNN.☆34Jan 20, 2019Updated 7 years ago
- DNN quantization with outlier channel splitting (ICML'19)☆113Mar 21, 2020Updated 5 years ago
- Efficient forward propagation for BCNNs☆49Jun 12, 2017Updated 8 years ago
- Code for: "And the bit goes down: Revisiting the quantization of neural networks"☆631Nov 9, 2020Updated 5 years ago
- Low Precision Arithmetic Simulation in PyTorch☆292May 20, 2024Updated last year
- PyTorch Implementation of XNOR-Net☆495Feb 27, 2023Updated 3 years ago
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆928Mar 9, 2023Updated 2 years ago
- alibabacloud-quantization-networks☆122Nov 8, 2019Updated 6 years ago