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benchmark

TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.

cs133_lab5_aws

cs239-sparksql-demo

presented by Yuze Chi, Jie Wang, Peipei Zhou

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

heavydb

HeavyDB (formerly OmniSciDB)

ipdps

code for SW and PairHMM using shared memory/shuffle instructions

islpy

Python wrapper for isl, an integer set library

mobileinsight-mobile

Android version of MobileInsight app

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation

pairhmm

CS259 Project - GATK flow

pluto

Pluto: An automatic polyhedral parallelizer and locality optimizer

ppcg

Polyhedral Parallel Code Generation (source repository: http://repo.or.cz/ppcg.git)

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

raf

ratex

slapo

A schedule language for large model training

solarized

precision color scheme for multiple applications (terminal, vim, etc.) with both dark/light modes

text-generation-inference

Large Language Model Text Generation Inference

tf-pose-estimation

Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.

triton

Development repository for the Triton language and compiler

tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

vilio

🥶Vilio: State-of-the-art VL models in PyTorch & PaddlePaddle

vision

Datasets, Transforms and Models specific to Computer Vision

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

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