SIMD Vector Classes for C++

Paddle Large Scale Classification Tools，supports ArcFace, CosFace, PartialFC, Data Parallel + Model Parallel. Model includes ResNet, ViT, Swin, DeiT, CaiT, FaceViT, MoCo, MAE, ConvMAE, CAE.

bert_seq2seq的DDP版本，支持bert、roberta、nezha、t5、gpt2等模型，支持seq2seq、ner、关系抽取等任务，无需添加额外代码，轻松启动DDP多卡训练。

A cuda implementation of GPU Poisson Reconstruction.(Data-Parallel Octrees based)

DGST: Efficient and Scalable Generalized Suffix Tree Construction on Apache Spark

Sample Implementation of the paper "Adaptive Consensus Gradients Aggregation for Scaled Distributed Training".

Data-parallel primitives implementations in OpenCL their native code versions

Torch rock for malt2.

OpenCL Image Processing: Explore efficient image processing algorithms using OpenCL, a framework for parallel computing. Convert colored images to grayscale for tasks like skin cancer detection, leveraging the ISIC 2020 Challenge Dataset. Includes optimized parallelized algorithms and documentation for seamless implementation.

This is the second assignment of the Big Data Systems course (CS 744) at UW Madison in Fall 2020.