model-compression topic

List model-compression repositories

Causal-Distill

24
Stars
3
Forks
Watchers

The Codebase for Causal Distillation for Language Models (NAACL '22)

FastPose

39
Stars
10
Forks
Watchers

pytorch realtime multi person keypoint estimation

efficient-bert

32
Stars
4
Forks
Watchers

This repository contains the code for the paper in Findings of EMNLP 2021: "EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation".

awesome-computer-vision-resources

101
Stars
21
Forks
Watchers

a collection of computer vision projects&tools. 计算机视觉方向项目和工具集合。

Auto-Compression

20
Stars
20
Forks
Watchers

Automatic DNN compression tool with various model compression and neural architecture search techniques

[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients

QualcommAI-MicroNet-submission-MixNet

35
Stars
6
Forks
Watchers

3rd place solution for NeurIPS 2019 MicroNet challenge

Regularization-Pruning

78
Stars
22
Forks
Watchers

[ICLR'21] Neural Pruning via Growing Regularization (PyTorch)

Full-Stack-Filters

16
Stars
6
Forks
Watchers

Pytorch code for paper: Full-Stack Filters to Build Minimum Viable CNNs