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PLUSS_Sampler_Optimization

This project aims to optimize PLUSS Sampler(https://cnc-workshop.github.io/cnc2021/slides/CnC_Liu.pdf) using Rust with parallel techniques to improve the performance and memory safety of the original C++ GEMM sampler.

HOW TO RUN THE CODE:

  1. download and install GSL library from https://www.gnu.org/software/gsl/
  2. configure the path of GSL library and g++ in the Makefile
  3. in the terminal, type sh run.sh $METHOD to run the code
    1. $METHOD here will be either acc or speed
    2. acc will run the code with the accuracy test
    3. speed will run the code with the speed test
  4. check the output.txt file for the result

SLIDES

Slides available: https://github.com/dcompiler/258s23/blob/main/FinalProjects.md#shaotong-sun-and-jionghao-han-pluss-sampler-optimization

pluss_sampler_optimization's People

Contributors

sauceeeeage avatar hanjionghao avatar schrodingerzhu avatar noyafangzhou avatar

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