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feat: add eval-cost benchmark — Geant4 reference vs surrogate rollout timing
Closes the roadmap's long-standing "no eval-latency number exists for any
configuration" gap. Instruments `giant rollout` to record per-physical-step
wall-clock cost in its YAML sidecar, adds a measured Geant4/miniCaloSim
per-step reference (giant/analysis/geant4_reference.py, from a 3-energy,
4-event-count-per-energy local benchmark), and wires both into a new
eval_cost_per_step PlotSpec in the giant analyze gallery.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-31 11:52:20 +02:00
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