Data repository for "Accelerating Spiking Neural Networks on CPUs via Cache-aware Splitting"

<p>This data repository contains the experiment data and code for the paper "Accelerating Spiking Neural Networks on CPUs via Cache-aware Splitting".</p>

<p>The <code>code.zip</code> file contains the git repositories of the code that was used in the experiments:
<ul>
<li>fast-arrays library: executes vectorized calculations with AVX-512F operations</li>
<li>mlflow-rs library: client for the MLflow experiment tracking tool to store metrics and artifacts of the experiments</li>
<li>snn-rs project: SNN implementation as well as experiment execution code</li>
</ul>
</p>

<p>The <code>experiment_tracking.zip</code> file contains the experiment results:
<ul>
<li>hyperparameters</li>
<li>the exact code that was executed (git commit hash + git patch)</li>
<li>collected metrics</li>
<li>trained SNN models</li>
<li>class assignments</li>
<li>training log</li>
</ul>
</p>