KwangHoonAn / PACTLinks
Reproducing Quantization paper PACT
☆64Updated 2 years ago
Alternatives and similar repositories for PACT
Users that are interested in PACT are comparing it to the libraries listed below
Sorting:
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆133Updated 4 years ago
- ☆76Updated 2 years ago
- BitSplit Post-trining Quantization☆50Updated 3 years ago
- LSQ+ or LSQplus☆69Updated 4 months ago
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆40Updated 4 years ago
- Pytorch implementation of our paper accepted by ICCV 2021 -- ReCU: Reviving the Dead Weights in Binary Neural Networks http://arxiv.org/a…☆39Updated 3 years ago
- ☆39Updated 2 years ago
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆56Updated 2 years ago
- A PyTorch Framework for Efficient Pruning and Quantization for specialized accelerators.☆34Updated 3 years ago
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆95Updated 3 years ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆122Updated last year
- A pytorch implementation of dorefa quantization☆113Updated 5 years ago
- A pytorch implementation of DoReFa-Net☆133Updated 5 years ago
- The official implementation of the NeurIPS 2022 paper Q-ViT.☆89Updated 2 years ago
- ☆47Updated 3 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆273Updated 3 years ago
- DeiT implementation for Q-ViT☆25Updated last month
- PyTorch implementation of EdMIPS: https://arxiv.org/pdf/2004.05795.pdf☆59Updated 4 years ago
- Post-training sparsity-aware quantization☆34Updated 2 years ago
- EQ-Net [ICCV 2023]☆29Updated last year
- Official implementation for ECCV 2022 paper LIMPQ - "Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance"☆54Updated 2 years ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆132Updated 3 years ago
- PyTorch implementation of "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"☆55Updated 5 years ago
- [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binar…☆56Updated last year
- How Do Adam and Training Strategies Help BNNs Optimization? In ICML 2021.☆60Updated 3 years ago
- [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark☆110Updated 2 years ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆295Updated last year
- An official implementation of "Network Quantization with Element-wise Gradient Scaling" (CVPR 2021) in PyTorch.☆93Updated last year
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming