houlu369

Normalized-Quantized-LSTM

Implementation of NeurIPS 2019 paper "Normalization Helps Training of Quantized LSTM"

Loss-aware-weight-quantization

Implementation of ICLR 2018 paper "Loss-aware Weight Quantization of Deep Networks"

Loss-aware-Binarization

Implementation of ICLR 2017 paper "Loss-aware Binarization of Deep Networks"

FLAG_shapelets

Implementation of AAAI 2016 paper Efficient Learning of Timeseries Shapelets

awesome-architecture-search

A curated list of awesome architecture search resources

Awesome-model-compression-and-acceleration

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

houlu369.github.io

Pretrained-Language-Model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

terngrad

Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)

transformer-xl

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

XNOR-Net-PyTorch

PyTorch Implementation of XNOR-Net