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benchmark: add canonical Penalized CoxPH and CoxPHCV coverage #107

Description

@TheHiddenObserver

Goal

Add current canonical benchmark coverage for Penalized CoxPH paths and CoxPHCV without treating PR79/PR80 validation evidence as dashboard-ready by default.

Scope

  • classify inherited PR79/PR80 artifacts and select or rerun canonical cases;
  • align ties, strata, delayed entry, penalty definitions, grids, folds, scoring, refit, convergence, and external references;
  • retain fit, CV, inference, and prediction timing separately;
  • synchronize GPU timing and preserve failure states;
  • add structured sources, parser tests, manifest registration, generated assets, and coverage-matrix updates.

Parent: #100

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