26 skills found
666DZY666 / Micronetmicronet, 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
allenai / XNOR NetImageNet classification using binary Convolutional Neural Networks
jiecaoyu / XNOR Net PyTorchPyTorch Implementation of XNOR-Net
AngusG / Tensorflow Xnor BnnBinaryNets in TensorFlow with XNOR GEMM op
cooooorn / Pytorch XNOR NetXNOR-Net, with binary gemm and binary conv2d kernels, support both CPU and GPU.
ayush29feb / Sketch A XNORNetAn implementation of a variation of Sketch-A-Net using XNOR ConvNets using TensorFlow
yaysummeriscoming / BinaryNet And XNORNetKeras implementations of BinaryNet and XNORNet
HongxingGao / XNOR NetXNOR-Net, CUDNN5 supported version of XNOR-Net-caffe: https://github.com/loswensiana/BWN-XNOR-caffe
rarilurelo / XNOR NetNo description available
gokul-uf / Fast Xnor NetHopefully fast implementation of XNOR-Net in C, because, why not?
tairenpiao / XNOR Popcount GEMM PyTorch CPU CUDAA PyTorch implemenation of real XNOR-popcount (1-bit op) GEMM Linear PyTorch extension support both CPU and CUDA
gplhegde / Theano Xnor NetTheano implementation of XNOR-Net
prateek22sri / XNOR Net Binary ConnectA 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
ShuaiZ1037 / Bnn Xnor BirealPytorch implementations of the BNN, XNOR-Net and BiReal-Net
ikhlestov / XNOR NetImplementations of the XNOR networks
lychahaha / Xnor Net Tfxnor-net by tensorflow
dizcza / MCMC BinaryNetMarkov Chain Monte Carlo binary network optimization
Jiaolong / Xnor NetNaive implementation of XNOR-Net
mohaimenz / Pruning Vs XnorOfficial repository for the research article "Pruning vs XNOR-Net: A ComprehensiveStudy on Deep Learning for AudioClassification in Microcontrollers"
wanganran / XNORNet4FPGAXNOR-Net inference on low-power IGLOO FPGA using Chisel
