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zhouyangxie's Projects

compensation icon compensation

a repo to be filled with code for paper "Pruning with Compensation: Efficient ChannelPruning for Deep Convolutional Neural Networks"

detectabc icon detectabc

Some utilities and Pytorch modules serve an object detector

image-transform icon image-transform

Useful utilities for image/image-based annotations, evaluation metrics, and visualization.

nni icon nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

pseudopruner icon pseudopruner

A PyTorch based DCNN channel/filter pruning implementation with virtual pruning. Realistic inference effect, no real speed-up.

py-count-lines icon py-count-lines

search and count py file (non-blank) lines, comments and effective statements

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