Visualizations

Data from our experiments are available below as interactive, Tableau-based visualizations. Static forms of the visualizations are also available in our preprint paper.

Accel-Sim Simulation of NVIDIA H100 GPU

One ablation study we performed is to study the impact of write allocation policies on the performance of the NVIDIA H100 GPU. The graph of "Lifetime distributions for different write allocation policies" shows the performance metrics across various configurations.

SCALE-Sim Systolic Array Simulator

The SCALE-Sim simulator allows us to configure the exact dataflow of input features, output features, and filter weights through the systolic array for different workloads. The following visualization shows the lifetime distributions of different dataflows for various workloads.