zhutmost / neuralzipLinks
A Out-of-box PyTorch Scaffold for Neural Network Quantization-Aware-Training (QAT) Research. Website: https://github.com/zhutmost/neuralzip
☆25Updated 2 years ago
Alternatives and similar repositories for neuralzip
Users that are interested in neuralzip are comparing it to the libraries listed below
Sorting:
- Neural Network Quantization With Fractional Bit-widths☆11Updated 4 years ago
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆41Updated 4 years ago
- ☆19Updated 4 years ago
- BitSplit Post-trining Quantization☆50Updated 3 years ago
- Post-training sparsity-aware quantization☆34Updated 2 years ago
- This is an implementation of YOLO using LSQ network quantization method.☆22Updated 3 years ago
- ☆19Updated 3 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆35Updated 2 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆98Updated 4 years ago
- Static Block Floating Point Quantization for CNN☆36Updated 4 years ago
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆50Updated last year
- An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.☆13Updated 8 months ago
- Official implementation of "Searching for Winograd-aware Quantized Networks" (MLSys'20)☆27Updated 2 years ago
- [TCAD 2021] Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA☆17Updated 3 years ago
- ☆28Updated 3 years ago
- ☆29Updated 6 months ago
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆94Updated 3 years ago
- ☆76Updated 3 years ago
- [NeurIPS 2020] ShiftAddNet: A Hardware-Inspired Deep Network☆73Updated 4 years ago
- DeiT implementation for Q-ViT☆25Updated 6 months ago
- [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…☆15Updated 3 years ago
- [FPGA'21] CoDeNet is an efficient object detection model on PyTorch, with SOTA performance on VOC and COCO based on CenterNet and Co-Desi…☆27Updated 2 years ago
- TQT's pytorch implementation.☆21Updated 3 years ago
- [CVPR 2022] AlignQ: Alignment Quantization with ADMM-based Correlation Preservation☆11Updated 2 years ago
- Approximate layers - TensorFlow extension☆26Updated 6 months ago
- Training with Block Minifloat number representation☆16Updated 4 years ago
- A DAG processor and compiler for a tree-based spatial datapath.☆14Updated 3 years ago
- My name is Fang Biao. I'm currently pursuing my Master degree with the college of Computer Science and Engineering, Si Chuan University, …☆53Updated 2 years ago
- HW/SW co-design of sentence-level energy optimizations for latency-aware multi-task NLP inference☆52Updated last year
- Reproducing Quantization paper PACT☆64Updated 3 years ago