xnor-net

There are 0 repository under xnor-net topic.

666DZY666 / micronet
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、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
quantization pruning dorefa twn bnn xnor-net pytorch model-compression group-convolution network-slimming neuromorphic-computing convolutional-networks network-in-network integer-arithmetic-only quantization-aware-training post-training-quantization tensorrt onnx tensorrt-int8-python batch-normalization-fuse
Language:Python 2205
AngusG / tensorflow-xnor-bnn
BinaryNets in TensorFlow with XNOR GEMM op
tensorflow binary-neural-networks xnor-convolutions xnor-net deep-learning machine-learning
Language:C++ 154
cooooorn / Pytorch-XNOR-Net
XNOR-Net, with binary gemm and binary conv2d kernels, support both CPU and GPU.
xnor-net xnor-convolutions pytorch cuda c binary-op
Language:Python 78
ayush29feb / Sketch-A-XNORNet
An implementation of a variation of Sketch-A-Net using XNOR ConvNets using TensorFlow
deep-learning cnn computer-vision binary-data xnor-net xnor-convolutions
Language:Jupyter Notebook 56
HongxingGao / XNOR-Net
XNOR-Net, CUDNN5 supported version of XNOR-Net-caffe: https://github.com/loswensiana/BWN-XNOR-caffe
caffe cudnn5 xnor-net
Language:C++ 30
gplhegde / theano-xnor-net
Theano implementation of XNOR-Net
xnor-net theano lasagne python mnist cifar10
Language:Python 23
prateek22sri / XNOR-net-Binary-connect
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
xnor-net binary-connect neural-network hdl vhdl
Language:VHDL 16
tairenpiao / XNOR-popcount-GEMM-PyTorch-CPU-CUDA
A PyTorch implemenation of real XNOR-popcount (1-bit op) GEMM Linear PyTorch extension support both CPU and CUDA
pytorch deep-learning neural-network xnor xnor-gemm cpu cuda bnn xnor-net quantization
Language:Python 14
dizcza / MCMC_BinaryNet
Markov Chain Monte Carlo binary network optimization
mcmc binary-neural-networks xnor-net pytorch jags pymc3 gradient-free-optimization
Language:Python 9
mohaimenz / pruning-vs-xnor
Official repository for the research article "Pruning vs XNOR-Net: A ComprehensiveStudy on Deep Learning for AudioClassification in Microcontrollers"
channel-pruning quantization xnor-net sound-classification audio-classification filter-pruning model-compression microcontrollers deeplea deep-learning
Language:Python 9
Tyler-D / XNOR-Network-operator
NO STL Version
xnor-net xnor-convolutions caffe
Language:C++ 5
pminhtam / xnor_conv_pytorch_extension
XNOR-Net with binary conv2d kernels with XNOR GEMM op, support both CPU and GPU.
binary-convolutions binary-op cpp cuda pytorch-extension xnor-convolutions xnor-net binary-neural-networks pytorch gemm
Language:C 4
FangliangBai / XNOR-Net
ImageNet classification using binary Convolutional Neural Networks
xnor-net binary-net binary-op torch7
Language:Lua 1
gotham13 / simple-xnor-ann-from-scratch
A simple and very crude ann predicting xnor written from scratch using numpy
xnor-net neural-network numpy artificial-neural-networks
Language:Python 1
mszulc913 / binnet-pytorch
Binarized Neural Networks in Pytorch with a custom CUDA XNOR kernel
pytorch bnn binarized-neural-networks cuda xnor xnor-net
Language:Python 1
pminhtam / ssd_bnn
BiDet implement
bidet binary binary-convolutions bnn coco object-detection pytorch ssd-mobilenet voc xnor-convolutions xnor-net
Language:Python

xnor-net

666DZY666 / micronet

AngusG / tensorflow-xnor-bnn

cooooorn / Pytorch-XNOR-Net

ayush29feb / Sketch-A-XNORNet

HongxingGao / XNOR-Net

gplhegde / theano-xnor-net

prateek22sri / XNOR-net-Binary-connect

tairenpiao / XNOR-popcount-GEMM-PyTorch-CPU-CUDA

dizcza / MCMC_BinaryNet

mohaimenz / pruning-vs-xnor

Tyler-D / XNOR-Network-operator

pminhtam / xnor_conv_pytorch_extension

FangliangBai / XNOR-Net

gotham13 / simple-xnor-ann-from-scratch

mszulc913 / binnet-pytorch

pminhtam / ssd_bnn