RCC-datascience

RAPIDS

To run the examples:

1. Log into Midway3
2. Submit a cuML SLURM job on a GPU node using the file midway3_run_cuml.sbatch:

sbatch midway3_run_cuml.sbatch

cudf_pandas_comparison.py python script compares cuDF and pandas performance. For further information, refer to the cuDF documentation.

cuml_example.py python script contains a classification using Random Forest algorithm example using cuML. For further information, refer to the cuML documentation.

RAPIDS with Dask

To run the examples:

1. Log into Midway3
2. Submit a 2 GPU SLURM job using the file compare.sh:

sbatch compare.sh