HPC with Python

Workshop materials for High-Performance Computing with Python.

Intermediate-to-advanced topics for getting improved Python performance in an HPC cluster environment. Covers profiling, multiprocessing, mpi4py, and a little bit of parallel IO.

Slides: https://uschpc.github.io/workshop-hpc-python/

Example job scripts:

• serial.job
• multicore.job
• mpi.job

Example python scripts:

• examples

Additional resources

Using Python on CARC Systems

multiprocessig

mpi4py

h5py

hdf5

cProfile

snakeviz

viztracer