deJQK / FracBitsLinks
Neural Network Quantization With Fractional Bit-widths
☆12Updated 4 years ago
Alternatives and similar repositories for FracBits
Users that are interested in FracBits are comparing it to the libraries listed below
Sorting:
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆42Updated 4 years ago
- [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…☆16Updated 3 years ago
- Post-training sparsity-aware quantization☆34Updated 2 years ago
- BitSplit Post-trining Quantization☆50Updated 3 years ago
- A Out-of-box PyTorch Scaffold for Neural Network Quantization-Aware-Training (QAT) Research. Website: https://github.com/zhutmost/neuralz…☆26Updated 2 years ago
- ☆40Updated 2 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆36Updated 2 years ago
- ☆19Updated 4 years ago
- ☆76Updated 3 years ago
- PyTorch implementation of EdMIPS: https://arxiv.org/pdf/2004.05795.pdf☆60Updated 5 years ago
- ☆19Updated 3 years ago
- ☆28Updated 5 months ago
- TQT's pytorch implementation.☆21Updated 3 years ago
- Code needed to reproduce results from my ICLR 2019 paper on fixed-point quantization of the backprop algorithm.☆10Updated 6 years ago
- Static Block Floating Point Quantization for CNN☆35Updated 4 years ago
- DeiT implementation for Q-ViT☆24Updated 4 months ago
- DAC System Design Contest 2020☆29Updated 5 years ago
- ☆12Updated 3 years ago
- [TCAD 2021] Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA☆17Updated 3 years ago
- [CVPR'20] ZeroQ Mixed-Precision implementation (unofficial): A Novel Zero Shot Quantization Framework☆14Updated 4 years ago
- ☆17Updated 2 years ago
- Any-Precision Deep Neural Networks (AAAI 2021)☆61Updated 5 years ago
- AFP is a hardware-friendly quantization framework for DNNs, which is contributed by Fangxin Liu and Wenbo Zhao.☆13Updated 3 years ago
- [CVPR 2022] AlignQ: Alignment Quantization with ADMM-based Correlation Preservation☆11Updated 2 years ago
- [NeurIPS 2020] ShiftAddNet: A Hardware-Inspired Deep Network☆74Updated 4 years ago
- An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.☆13Updated 7 months ago
- ☆26Updated 3 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆99Updated 4 years ago
- ☆20Updated 3 years ago
- A FPGA-based neural network inference accelerator, which won the third place in DAC-SDC☆28Updated 3 years ago