Name: shenggan
Type: User
Company: National University of Singapore
Bio: PhD Student @ HPC-AI Lab
Location: Singapore
I am currently a 3rd-Year CS Ph.D. student at NUS HPC-AI Lab.
My research interests span the fields of Machine Learning System, especially in Parallel Systems for Large Models and Automatic Parallelism and Optimization.
Seeking for collaboration in such fields, feel free to reach out to me via Email
atp
Adaptive Tensor Parallelism for Foundation Models
awesome-distributed-ml
A curated list of awesome projects and papers for distributed training or inference
bccd_dataset
BCCD (Blood Cell Count and Detection) Dataset is a small-scale dataset for blood cells detection.
beamerflow
A Template Repository for LaTex Beamer Presentation
car-client
手持端app，主要负责视频显示和蓝牙控制
car-server
小车端app，主要负责视频录制和传输。
colossalai
Making large AI models cheaper, faster and more accessible
colossalai-benchmark
Performance benchmarking with ColossalAI
colossalai-examples
Examples of training models with hybrid parallelism using ColossalAI
cs5242_resource
deepcell-keras
Reimplement Deep Cell with Keras and Horovod.
distseq
easydist
Automated Parallelization System and Infrastructure for Multiple Ecosystems
evoformer-inference
graphtransformer
CS 6208 Group Project
hackxnvidia
Endue the car with Intelligent
lr_range_test
lsh
Locality Sensitive Hashing using MinHash in Python/Cython to detect near duplicate text documents
mingat
mnist
CS420 Project: MNIST Handwritten-Digits Recognition
oh-my-server
openfold
Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2
openwebtext
An open clone of the GPT-2 WebText dataset by OpenAI. Still WIP.
quic_vs_tcp
A Survey and Benchmark of QUIC
shenggan
shenggan.github.io
snowflake
A CPP implement of Twitter SnowFlake Algorithm.
tau
Pipeline Parallelism for PyTorch
triton
Development repository for the Triton language and compiler
vit-colossalai
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
