GitHub topics: xnor-net
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
Language: Python - Size: 6.58 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 2,239 - Forks: 476
AngusG/tensorflow-xnor-bnn
BinaryNets in TensorFlow with XNOR GEMM op
Language: C++ - Size: 189 KB - Last synced at: 10 days ago - Pushed at: over 7 years ago - Stars: 156 - Forks: 39
dizcza/MCMC_BinaryNet
Markov Chain Monte Carlo binary network optimization
Language: Python - Size: 688 KB - Last synced at: 7 months ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 3
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
Language: VHDL - Size: 12.6 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 14 - Forks: 5
tairenpiao/XNOR-popcount-GEMM-PyTorch-CPU-CUDA
The PyTorch implemenation of real XNOR-popcount (1-bit op) GEMM Linear PyTorch extension support both CPU and CUDA
Language: Python - Size: 211 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 0
mszulc913/binnet-pytorch
Binarized Neural Networks in Pytorch with a custom CUDA XNOR kernel
Language: Python - Size: 31.3 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
mohaimenz/pruning-vs-xnor
Official repository for the research article "Pruning vs XNOR-Net: A ComprehensiveStudy on Deep Learning for AudioClassification in Microcontrollers"
Language: Python - Size: 7.52 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 2
pminhtam/xnor_conv_pytorch_extension
XNOR-Net with binary conv2d kernels with XNOR GEMM op, support both CPU and GPU.
Language: C - Size: 66.4 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
ayush29feb/Sketch-A-XNORNet
An implementation of a variation of Sketch-A-Net using XNOR ConvNets using TensorFlow
Language: Jupyter Notebook - Size: 156 MB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 53 - Forks: 16
pminhtam/ssd_bnn
BiDet implement
Language: Python - Size: 74.2 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
gotham13/simple-xnor-ann-from-scratch
A simple and very crude ann predicting xnor written from scratch using numpy
Language: Python - Size: 1.95 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0
FangliangBai/XNOR-Net Fork of allenai/XNOR-Net
ImageNet classification using binary Convolutional Neural Networks
Language: Lua - Size: 23.4 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0
gplhegde/theano-xnor-net
Theano implementation of XNOR-Net
Language: Python - Size: 23.4 KB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 24 - Forks: 15
