continuous_cvae-Apr24-reconstruction-stack_20260424

Status: complete repo-side aggregate and draft knowledge-base report, with 234/234 unique complete artifacts in the latest 2026-04-26 rebuild. Results, curated figures, deep-dive result notes, and an explicitly marked agent-drafted interpretation now exist; human review and paper-facing synthesis remain pending.

This collection is the Apr24 continuous-CVAE reconstruction-stack follow-up to continuous_cvae-Apr22-beta-schedule-followup_20260422. It keeps the Apr22 six-task, three-adaptation-mode, single-seed grid, but replaces the schedule-only menu with a reconstruction-loss stack that compares raw ELBO-style reconstruction against distribution-normalized, example-surprisal-normalized, and normalized concentration-corrected token-weighted reconstruction variants.

Links

• design
• results
• analysis
• reconstruction-frontier-deepdive-results
• schedule-and-token-alpha-deepdive-results
• adaptation-mode-deepdive-results
• raw-baseline-latent-deepdive-results
• dynamics
• attention_pattern

Artifacts

• Analysis brief: path:experiments/synthetic_sequences/disentangled/analysis/aggregates/continuous_cvae-Apr24-reconstruction-stack_20260424/brief.yaml
• Aggregate output directory: path:experiments/synthetic_sequences/disentangled/analysis/aggregates/continuous_cvae-Apr24-reconstruction-stack_20260424
• Raw run directory: path:.runs/synthetic_sequences/disentangled/exp2_continuous_cvae-Apr24-reconstruction-stack
• Slurmkit collection: path:.slurmkit/collections/synthetic_sequences/families/disentangled_from_entangled_random_init/continuous_cvae_apr24_reconstruction_stack.yaml

Context

• Prior schedule-only collection: continuous_cvae-Apr22-beta-schedule-followup_20260422 results
• Writing claim target: Claims, especially C3, C4, and C5.
• Figure targets: Figure 4 - Reconstruction vs. decodability and Figure 5 - Initialization pathology.

Runs

• Slurmkit collection name: synthetic_sequences/families/disentangled_from_entangled_random_init/continuous_cvae_apr24_reconstruction_stack
• Training collection name: exp2_continuous_cvae-Apr24-reconstruction-stack
• Planned grid: 6 tasks x 13 loss settings x 3 adaptation modes x 1 seed = 234 jobs
• Analysis snapshot on 2026-04-26: 234 complete unique artifacts, 0 running cells, 0 pending cells, 0 completed cells missing artifacts, and 0 duplicate-artifact cells excluded from scientific figures.
• Analysis stance: use the slurmkit job grid as the expected denominator and keep the aggregate script idempotent so figures can be regenerated after any future artifact or metric refresh.