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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-Ari...
bnn
twn
onnx
dorefa
pruning
pytorch
tensorrt
xnor-net
quantization
network-slimming
group-convolution
model-compression
network-in-network
tensorrt-int8-python
convolutional-networks
neuromorphic-computing
integer-arithmetic-only
batch-normalization-fuse
post-training-quantization
quantization-aware-training
Created
2019-12-04
295 commits to master branch, last one 3 years ago
A toolbox for spectral compressive imaging reconstruction including MST (CVPR 2022), CST (ECCV 2022), DAUHST (NeurIPS 2022), BiSCI (NeurIPS 2023), HDNet (CVPR 2022), MST++ (CVPRW 2022), etc.
Created
2022-03-04
255 commits to main branch, last one 8 days ago
PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks
Created
2019-10-04
72 commits to master branch, last one 5 months ago
Highly optimized inference engine for Binarized Neural Networks
Created
2019-08-29
593 commits to main branch, last one 29 days ago
This project is the official implementation of 'Basic Binary Convolution Unit for Binarized Image Restoration Network', ICLR2023
Created
2023-01-21
40 commits to master branch, last one about a year ago
Bayesian Neural Network in PyTorch
Created
2018-07-09
2 commits to master branch, last one 5 years ago
The collection of training tricks of binarized neural networks.
Created
2019-12-05
27 commits to master branch, last one 3 years ago
A Toolbox for Binarized Spectral Compressive Imaging (NeurIPS 2023)
Created
2023-05-07
31 commits to master branch, last one about a year ago