This data repository contains the experiment data and code for the paper "Accelerating Spiking Neural Networks on CPUs via Cache-aware Splitting".
The code.zip file contains the git repositories of the code that was used in the experiments:
fast-arrays library: executes vectorized calculations with AVX-512F operations
mlflow-rs library: client for the MLflow experiment tracking tool to store metrics and artifacts of the experiments
snn-rs project: SNN implementation as well as experiment execution code
The experiment_tracking.zip file contains the experiment results:
hyperparameters
the exact code that was executed (git commit hash + git patch)
collected metrics
trained SNN models
class assignments
training log