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giant/tests
larsandClaude Sonnet 5 51790d3e0a
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feat(predict): enrich YAML sidecar with provenance and timing
`giant predict`'s sidecar previously stopped at kind/prediction_id/
output/dataset/checkpoint/timestamp, unlike `giant rollout`'s, which
carries full run provenance (model_config, training_epoch,
training_config, timing, ...) that flows into analysis gallery
metadata. `analyze --prediction` consumed the same thin sidecar, so a
prediction series in an analysis run was nearly unlabeled compared to
its rollout counterparts.

- `_write_prediction_ref` takes an `extra: dict | None` merged into
  the sidecar; `giant rollout` now uses it instead of a
  load/update/rewrite round trip (identical output).
- New `_build_predict_timing`, key-compatible with
  `_build_rollout_timing`, from timers now wrapping predict's setup/
  sample/write phases.
- `giant predict` writes coord, has_truth, schema_version, steps,
  weights, device, batch_size(+auto), row/skip/unknown-pdg counts,
  timing, and the checkpoint's model_config/config_overrides/
  training_epoch/best_val_loss/training_config/training_meta.
- `giant/analysis/condor.py`'s `_PLOT_META_KEYS` forwards the new
  predict-only keys (plus rollout's previously-unforwarded
  config_overrides) into each plot's gallery metadata.yaml.
- Fixes a `ty` regression from the prior commit in
  tests/test_cli_predict.py (Command has no static `.commands`).

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PpxE9nij3ujg9XcuzvQ26q
2026-09-07 11:52:45 +02:00
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