micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、reg…

• UpdatedMay 6, 2025
• Python

BinaryNets in TensorFlow with XNOR GEMM op

• UpdatedAug 23, 2017
• C++

XNOR-Net, with binary gemm and binary conv2d kernels, support both CPU and GPU.

• UpdatedMay 15, 2019
• Python

An implementation of a variation of Sketch-A-Net using XNOR ConvNets using TensorFlow

• UpdatedJul 22, 2017
• Jupyter Notebook

XNOR-Net, CUDNN5 supported version of XNOR-Net-caffe:https://github.com/loswensiana/BWN-XNOR-caffe

• UpdatedApr 1, 2018
• C++

Theano implementation of XNOR-Net

• UpdatedMar 26, 2017
• Python

A PyTorch implemenation of real XNOR-popcount (1-bit op) GEMM Linear PyTorch extension support both CPU and CUDA

• UpdatedJun 6, 2023
• Python

A hardware implementation of a feed-forward Convolutional Neural Network called XNOR-Net which has faster execution due to the replacement of vector-matrix multiplication to “XNOR + Popcount” operation

• UpdatedSep 16, 2018
• VHDL

Markov Chain Monte Carlo binary network optimization

• UpdatedDec 16, 2021
• Python

Official repository for the research article "Pruning vs XNOR-Net: A ComprehensiveStudy on Deep Learning for AudioClassification in Microcontrollers"

• UpdatedAug 24, 2021
• Python

NO STL Version

• UpdatedJul 12, 2017
• C++

XNOR-Net with binary conv2d kernels with XNOR GEMM op, support both CPU and GPU.

• UpdatedOct 25, 2022
• C

Binarized Neural Networks in Pytorch with a custom CUDA XNOR kernel

• UpdatedSep 25, 2023
• Python

ImageNet classification using binary Convolutional Neural Networks

• UpdatedDec 5, 2017
• Lua

A simple and very crude ann predicting xnor written from scratch using numpy

• UpdatedAug 25, 2018
• Python

BiDet implement

• UpdatedOct 25, 2022
• Python