quantization topic
H264-Encoder
Implementation of a subset of CBP of h.264 encoder
Awesome-Quantization-Papers
List of papers related to neural network quantization in recent AI conferences and journals.
BitPack
BitPack is a practical tool to efficiently save ultra-low precision/mixed-precision quantized models.
HAWQ
Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
camalian
Library used to deal with colors and images. You can extract colors from images.
pngquant
Lossy PNG compressor — pngquant command based on libimagequant library
nlp-architect
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
CTranslate2
Fast inference engine for Transformer models
model-optimization
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.