Pinned Repositories
AdderNet
Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"
Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。
ChocoSGD
Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356
dist_tuto.pth
Official code for "Writing Distributed Applications with PyTorch", PyTorch Tutorial
gradient-quantization
vector quantization for stochastic gradient descent .
Hierarchical_Local_SGD
Official Pytorch implementation of "HLSGD: Hierarchical Local SGD With Stale Gradients Featuring"
horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
LaTeX-PPT-Template
Seven awesome latex ppt templates for researchers or students.
Learning-Materials
Used to share books about machine learning
Local-SGD
Local SGD implementation based on https://arxiv.org/abs/1805.09767
KevvinHoo's Repositories
KevvinHoo/gradient-quantization
vector quantization for stochastic gradient descent .
KevvinHoo/AdderNet
Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"
KevvinHoo/Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。
KevvinHoo/ChocoSGD
Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356
KevvinHoo/dist_tuto.pth
Official code for "Writing Distributed Applications with PyTorch", PyTorch Tutorial
KevvinHoo/Hierarchical_Local_SGD
Official Pytorch implementation of "HLSGD: Hierarchical Local SGD With Stale Gradients Featuring"
KevvinHoo/horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
KevvinHoo/LaTeX-PPT-Template
Seven awesome latex ppt templates for researchers or students.
KevvinHoo/Learning-Materials
Used to share books about machine learning
KevvinHoo/Local-SGD
Local SGD implementation based on https://arxiv.org/abs/1805.09767
KevvinHoo/BiliBiliTool
.Net Core 编写的跨平台的B站（哔哩哔哩）任务工具，通过GitHub Actions实现每日线上自动运行任务：每日自动登录、观看、分享、投币视频，获取每日任务的满额经验，轻松升级Level 6，实现自动领取大会员权益、月底自动为自己充电等功能。
KevvinHoo/MATCHA
Communication-efficient decentralized SGD (Pytorch)
KevvinHoo/MGC
The Implementation About the MGC
KevvinHoo/ntp_monitor
A Simple Front-End Project about monitoring the ntp performance in single PC.
KevvinHoo/Overlap_Local_SGD
Implementation of (overlap) local SGD in Pytorch
KevvinHoo/patric-triangles
MPI implementation of a parallel algorithm for finding the exact number of triangles in massive networks
KevvinHoo/powersgd
Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727
KevvinHoo/pytorch_resnet_cifar10
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
KevvinHoo/TDengine
TDengine is an open source, high-performance, cloud native time-series database optimized for Internet of Things (IoT), Connected Cars, Industrial IoT and DevOps.
KevvinHoo/TriangleCountingAlgorithm
OMP Version