hustzxd / ZeroQ-MPView external linksLinks
[CVPR'20] ZeroQ Mixed-Precision implementation (unofficial): A Novel Zero Shot Quantization Framework
☆14Dec 16, 2020Updated 5 years ago
Alternatives and similar repositories for ZeroQ-MP
Users that are interested in ZeroQ-MP are comparing it to the libraries listed below
Sorting:
- code for the paper "A Statistical Framework for Low-bitwidth Training of Deep Neural Networks"☆29Oct 31, 2020Updated 5 years ago
- BitSplit Post-trining Quantization☆50Dec 20, 2021Updated 4 years ago
- Code to implement the experiments in "Post-training Quantization for Neural Networks with Provable Guarantees" by Jinjie Zhang, Yixuan Zh…☆11Jun 2, 2023Updated 2 years ago
- ☆14Oct 6, 2023Updated 2 years ago
- official implementation of Generative Low-bitwidth Data Free Quantization(GDFQ)☆55Jul 23, 2023Updated 2 years ago
- A 8-/16-/32-/64-bit floating point number family☆16Feb 4, 2022Updated 4 years ago
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆139Nov 19, 2020Updated 5 years ago
- ☆43Jan 30, 2024Updated 2 years ago
- Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks☆68Nov 4, 2021Updated 4 years ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆280Dec 8, 2023Updated 2 years ago
- Network Pruning That Matters: A Case Study on Retraining Variants (ICLR 2021)☆17Sep 19, 2021Updated 4 years ago
- ☆35Mar 4, 2020Updated 5 years ago
- PyTorch implementation of "Deep Transferring Quantization" (ECCV2020)☆18Jun 22, 2022Updated 3 years ago
- A PyTorch Framework for Efficient Pruning and Quantization for specialized accelerators.☆37Dec 5, 2021Updated 4 years ago
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆50May 9, 2024Updated last year
- ☆28Oct 21, 2020Updated 5 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆98Jun 10, 2021Updated 4 years ago
- DAC System Design Contest 2020☆29Jun 11, 2020Updated 5 years ago
- ☆31Nov 7, 2024Updated last year
- PyTorch implementation of EdMIPS: https://arxiv.org/pdf/2004.05795.pdf☆60Jul 27, 2020Updated 5 years ago
- ☆57Dec 8, 2020Updated 5 years ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆310May 8, 2024Updated last year
- Pytorch implementation for FAT: learning low-bitwidth parametric representation via frequency-aware transformation☆27May 2, 2021Updated 4 years ago
- [IJCAI-2021] Contrastive Model Inversion for Data-Free Knowledge Distillation☆73Apr 7, 2022Updated 3 years ago
- A Python implementation of the Hopfield network used to solve the traveling salesman problem☆10Apr 11, 2019Updated 6 years ago
- Conditional channel- and precision-pruning on neural networks☆72Mar 4, 2020Updated 5 years ago
- [NeurIPS 2020 Oral] Is normalization indispensable for training deep neural networks?☆34Jun 22, 2022Updated 3 years ago
- ☆11Apr 8, 2024Updated last year
- RTL implementation of TFlite FPGA accelerator and RISC-V controller. 3D Object Detection based on LiDAR Point Clouds.☆15Mar 12, 2023Updated 2 years ago
- SKFAC Preconditioner for MindSpore☆12Jul 2, 2021Updated 4 years ago
- An 8bit automated quantization conversion tool for the pytorch (Post-training quantization based on KL divergence)☆32Nov 17, 2019Updated 6 years ago
- [ICML'21 Oral] I-BERT: Integer-only BERT Quantization☆265Jan 29, 2023Updated 3 years ago
- Build a TensorFlow Lite based computer vision emoji input device with OpenMV 📷 → ✋ 👎 👍 👊☆11Nov 28, 2022Updated 3 years ago
- Sample scripts for FPGA-based AI Edge Contest 2019☆12Mar 20, 2020Updated 5 years ago
- Code for the article "Accelerated Forward-Backward Optimization using Deep Learning"☆12Sep 15, 2021Updated 4 years ago
- ☆10Apr 21, 2025Updated 9 months ago
- PyTorch Static Quantization Example☆41Apr 29, 2021Updated 4 years ago
- ☆13May 3, 2024Updated last year
- Transformer-based few-shot semantic segmentation☆12Aug 4, 2021Updated 4 years ago