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SJ's Projects

alpa icon alpa

Training and serving large-scale neural networks

asst1 icon asst1

Stanford CS149 -- Assignment 1

cs344 icon cs344

Introduction to Parallel Programming class code

dgc icon dgc

Distributed Graph Condensation

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

distributedibp icon distributedibp

A C++ implementation of distributed Iterative Belief Propagation. Wrote everything from scratch (without using any pre-existing code).

ece408-impl icon ece408-impl

Code base and slides for ECE408:Applied Parallel Programming On GPU.

gnnlab icon gnnlab

A Factored System for Sample-based GNN Training over GPUs

hierarchicalkv icon hierarchicalkv

HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of HierarchicalKV is to store key-value feature-embeddings on high-bandwidth memory (HBM) of GPUs and in host memory. It also can be used as a generic key-value storage.

leveldb icon leveldb

LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.

llm.c icon llm.c

LLM training in simple, raw C/CUDA

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