EggNet on the full TrackML dataset achieves around 96% track efficiency, and segmented graph training cuts training time and GPU memory by roughly 10x with comparable physics performance.
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Physics and Computing Performance of the EggNet Tracking Pipeline
EggNet on the full TrackML dataset achieves around 96% track efficiency, and segmented graph training cuts training time and GPU memory by roughly 10x with comparable physics performance.