hanyxu

hanyxu's Stars

• mechanicalsea/lighthubert

  LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT

  Language:Python696

• glory20h/FitHuBERT

  FitHuBERT: Going Thinner and Deeper for Knowledge Distillation of Speech Self-Supervised Learning (INTERSPEECH 2022)

  Language:Python173

• pyf98/DPHuBERT

  INTERSPEECH 2023: "DPHuBERT: Joint Distillation and Pruning of Self-Supervised Speech Models"

  Language:Python1019

• antspy/quantized_distillation

  Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"

  Language:Python32978

• ModelTC/L2_Compression

  Language:Python11

• microsoft/LQ-Nets

  LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks

  Language:Python23969

• Cheeun/DAQ-pytorch

  [WACV2022] Official Code for the "DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks"

  Language:Python231

• deJQK/FracBits

  Neural Network Quantization With Fractional Bit-widths

  Language:Python126

• anbingxu666/WangDao-DataStructure

  《数据结构》经典算法代码

  Language:C++38568

• Qualcomm-AI-research/outlier-free-transformers

  Language:Python304

• nicholasmireles/DotDict

  A simple Python library to make chained attributes possible.

  Language:Python2313

• zkkli/PSAQ-ViT

  [ECCV 2022] Patch Similarity Aware Data-Free Quantization for Vision Transformers

  Language:Python12013

• Qualcomm-AI-research/BayesianBits

  Language:Python20

• google/praxis

  Language:Python17443

• Qualcomm-AI-research/pruning-vs-quantization

  Language:Python144

• liuzechun/Nonuniform-to-Uniform-Quantization

  Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.

  Language:Python11212

• sony/ai-research-code

  Language:Python34766

• AMLab-Amsterdam/L0_regularization

  Learning Sparse Neural Networks through L0 regularization

  Language:Python23646

• FLHonker/Awesome-Knowledge-Distillation

  Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

  2.5k335

• he-y/Awesome-Pruning

  A curated list of neural network pruning resources.

  2.3k328

• hypasd-art/KDM

  Language:Python4

• aojunzz/NM-sparsity

  Language:Python21229

• IST-DASLab/OBC

  Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".

  Language:Python9714

• facebookarchive/fbpca

  Fast Randomized PCA/SVD

  Language:Python49294

• PaddlePaddle/PaddleClas

  A treasure chest for visual classification and recognition powered by PaddlePaddle

  Language:Python5.4k1.2k

• KwangHoonAn/PACT

  Reproducing Quantization paper PACT

  Language:Python5512

• IntelLabs/distiller

  Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

  Language:Jupyter Notebook4.3k799

• microsoft/DeepSpeedExamples

  Example models using DeepSpeed

  Language:Python6k1k

• microsoft/DeepSpeed

  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

  Language:Python34.9k4.1k

• ricky40403/DSQ

  pytorch implementation of "Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks"

  Language:Python12817