Xilinx / brevitasLinks
Brevitas: neural network quantization in PyTorch
☆1,487Updated this week
Alternatives and similar repositories for brevitas
Users that are interested in brevitas are comparing it to the libraries listed below
Sorting:
- Dataflow compiler for QNN inference on FPGAs☆937Updated last week
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆453Updated 2 years ago
- QKeras: a quantization deep learning library for Tensorflow Keras☆579Updated 7 months ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆283Updated last year
- An Open-Source Library for Training Binarized Neural Networks☆726Updated last year
- ☆497Updated 3 weeks ago
- Vitis AI is Xilinx’s development stack for AI inference on Xilinx hardware platforms, including both edge devices and Alveo cards.☆1,718Updated last week
- [CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆402Updated 4 years ago
- Quantization of Convolutional Neural networks.☆250Updated last year
- Machine learning on FPGAs using HLS☆1,785Updated last week
- Tutorial notebooks for hls4ml☆404Updated 3 weeks ago
- Low Precision Arithmetic Simulation in PyTorch☆291Updated last year
- QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX☆175Updated last week
- Dataflow QNN inference accelerator examples on FPGAs☆243Updated 5 months ago
- Binarized Neural Network (BNN) for pytorch☆530Updated 2 years ago
- Model Quantization Benchmark☆857Updated 9 months ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆310Updated last year
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆280Updated 2 years ago
- ☆1,073Updated 2 years ago
- [ICML'21 Oral] I-BERT: Integer-only BERT Quantization☆265Updated 3 years ago
- Binarize convolutional neural networks using pytorch☆149Updated 3 years ago
- ☆653Updated 5 years ago
- Summary, Code for Deep Neural Network Quantization☆558Updated 7 months ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆263Updated 2 years ago
- A simple network quantization demo using pytorch from scratch.☆542Updated 2 years ago
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆443Updated last month
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,939Updated 2 years ago
- PyTorch Implementation of XNOR-Net☆495Updated 2 years ago
- A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are co…☆2,321Updated 2 weeks ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆449Updated 2 years ago