MATLAB Benchmarks

Performance comparisons between the Hazel HPC's results and external results; Hazel meets or exceeds the expected performance.

External Links: MATLAB Parallel Computing Benchmark

Hazel's performance:

• Use parfor to Speed Up Monte-Carlo Code
  • out.985735
  • matlab_benchmark.sh
  • matlab_benchmark.m
  • The computational speedup increases with the number of workers. The speedup of Hazel is as good as or better than that of the external benchmark.
  
  
  
  
  

  Hazel's Performance

  External Benchmark's performance

• Benchmarking A\ b on the GPU
  • out.349994
  • matlab_gpu_benchmark.sh
  • matlab_gpu_benchmark.m
  • Compare the performance of the backslash operator on the CPU and the GPU for double precision. The performance of Hazel on A30 GPU is as good as or better than that of the external benchmark.
  
  
  
  
  

  Hazel's Performance

  External Benchmark's performance

Steps to reproduce this result:

Go to /share/$GROUP/$USER/

Create a directory and copy the matlab_benchmark.m and matlab_benchmark.sh file into it.

Then run the following command to run the job

bsub < matlab_benchmark.sh

The output file will be generated in the same folder once the job is completed.

Last modified: April 02 2024 13:48:44.