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Name: Siddharth Singh
Type: User
Company: @hpcgroup
Bio: I can make your neural net run faster
Location: College Park, Maryland
Name: Siddharth Singh
Type: User
Company: @hpcgroup
Bio: I can make your neural net run faster
Location: College Park, Maryland
A parallel framework for training deep neural networks
Advanced numerical optimization course assignments
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Example models using DeepSpeed
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
[ICLR 2020] A repository for extremely fast adversarial training using FGSM
Fast Robinson Foulds Supertrees
Graph-indexed Pandas DataFrames for analyzing hierarchical performance data
ROCm BLAS marshalling library
Join Order Benchmark (JOB)
Title of thesis - PySchedCL: A Framework for Automatically Exploiting Concurrency in Heterogeneous Data-Parallel Applications
Ongoing research training transformer language models at scale, including: BERT & GPT-2
Implementation of algorithms for memory optimized deep neural network training
Python Extensions for Nvidia's Collective Communication Library (NCCL)
Minimal example to reproduce hangs caused by NCCL_NET_GDR=PHB on Frontier
C++ library for high performance phylogenetics
Dynamic programming for phylogenetics applications
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
[SIGGRAPH'22] StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets
PyTorch interface for Sputnik, A Library for Sparse Matrix Multiplication on GPUs
Datasets, Transforms and Models specific to Computer Vision
Course Project of CMSC818X : Introduction to Parallel Computing at University of Maryland, College Park
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 is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
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.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.