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machinelearningsystem's Projects

taco icon taco

The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs

tahoe icon tahoe

Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU

tau icon tau

Pipeline Parallelism for PyTorch

tcpunch icon tcpunch

C++ TCP NAT Hole Punching Client Library & Server

tensorpipe icon tensorpipe

A tensor-aware point-to-point communication primitive for machine learning

tensorstore icon tensorstore

Library for reading and writing large multi-dimensional arrays.

tiny-cuda-nn icon tiny-cuda-nn

Lightning fast & tiny C++/CUDA neural network framework

tiny-cuda-nn-old icon tiny-cuda-nn-old

An older version of tcnn. The official latest version does not work for me.

tiny-dnn icon tiny-dnn

header only, dependency-free deep learning framework in C++14

tinyflow icon tinyflow

Tutorial code on how to build your own Deep Learning System in 2k Lines

tinygrad icon tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

tiresias icon tiresias

A GPU Cluster Manager for Distributed Deep Learning Training

topoopt icon topoopt

[NSDI 2023] TopoOpt: Optimizing the Network Topology for Distributed DNN Training

turbotransformers icon turbotransformers

a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.

uniserve icon uniserve

A runtime implementation of data-parallel actors.

vss icon vss

VSS: A Storage System for Video Analytics

willump icon willump

Willump Is a Low-Latency Useful Machine learning Platform.

zeus icon zeus

An energy optimization framework for DNN training.

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