genre-reveal-party

The CSV input data set can be obtained from: https://www.kaggle.com/datasets/rodolfofigueroa/spotify-12m-songs

Note: ./configure only needs to be ran once.

The output will be placed in output/output.csv file.

Serial

./configure
make serial
./output/serial

Shared CPU

./configure
make shared_cpu
./output/shared_cpu

Shared GPU

For CHPC:

• module load cuda/12.1

Dependencies:

• cuda

./configure
make shared_gpu
./output/shared_gpu

Distributed CPU

On CHPC:

• module load intel-mpi

Dependencies:

• mpi

./configure
make distributed_cpu
mpiexec -n 2 ./output/distributed_cpu

Distributed GPU

On CHPC:

• module load cuda/12.1
• module load gcc/8.5
• module load intel-mpi

This requires having enough GPUs allocated.

./configure
make distributed_gpu
mpiexec -n 2 ./output/distributed_gpu

Visualization

Dependencies:

• matplotlib
• pandas
• python

python main.py