AXIOM BOINC SESSION RESULTS LOG
Session: 2026-03-03 19:48 (America/Denver)
Workflow: Part 3 - Save & Upload (combined summary of Part 1 + Part 2)

PART 1 VALIDATION, CREDIT, AND CLEANUP SUMMARY
- Validation source log: validate_2026-03-03_1946.txt.
- Results reviewed and credited: 6,353 completed exp_* results.
- Credit awarded: 10,000 total (session cap reached).
- Outcome mix in credited batch: 6,336 success, 17 failed/error.
- Credited ID span reviewed in this pass: 1,626,464 -> 1,634,412.
- Upload payload quality in reviewed batch: 6,353 missing payload files (0 experiment_result payloads, 0 error payloads detected in upload paths at validation time).
- Top user credit additions: Steve Dodd +3,286; WTBroughton +2,770; ChelseaOilman +1,270; kotenok2000 +469; marmot +467; Amapola +430; PyHelix +425.
- Counter updates: credited_count 83,150 -> 89,503 (+6,353); total_results_count remained 54,859.
- Post-session uncredited backlog snapshot: success 11,227; failed 58,397.

STUCK/BROKEN TASK CLEANUP
- Stuck task checks (>12h running with >6h dead host, and >48h hard ceiling): no tasks matched cleanup criteria.
- Cleanup actions applied: 0 dead-host aborts; 0 hard-ceiling aborts.
- Broken active experiment aborts in this pass: none required.

PART 2 RESEARCH, DESIGN, AND DEPLOYMENT SUMMARY
- Auto-review source log: run_2026-03-03_1352.log.
- Retirement/over-seeding safety pass executed before deployment.
  - Retirement candidates detected (e.g., svdrank, wdlr, wdwindow, wdoptim, repcrystal), but unsent counts were zero in this pass.
  - Abort total from retirement pass: ABORT_TOTAL=0.
- Literature/novelty checks were documented in-run with web searches focused on:
  - weight decay + batch size interaction
  - scheduled/adaptive weight decay
  - label smoothing interaction with weight decay
- New experiment scripting/deployment work in this run:
  - New CPU experiment authored and uploaded: wd_batchnoise_interaction.py (server-side py_compile OK).
  - CPU deployment completed with scripts: wd_batchnoise_interaction.py and wd_labelsmooth_interaction.py.

CPU DEPLOYMENT DETAIL
- CPU hosts considered for fill: 81
- Hosts skipped due low RAM policy (<6 GB): 2
- CPU workunits created: 2,937
- Placement policy used in run: target up to ~3x CPU queue depth per active host, with duplicate-name checks.

GPU CHECKPOINT
- GPU deployment pass started separately (appid=2) using scripts:
  - wd_curvature_trigger_gpu.py
  - wd_timing_scale_gpu.py
- The recorded run log shows the GPU deployment command was interrupted before completion summary output.
- GPU hosts count and GPU WU count are therefore not present in the captured log output for this run.

KEY SCIENTIFIC FINDINGS
1. No new payload-backed mechanistic result was established in the validation pass; reviewed credited items were dominated by missing upload artifacts.
2. No reversal signal appeared against the current inverse critical period / weight-decay timing conclusions.
3. Part 2 shifted the queue toward mechanism-isolating interaction tests (batch-noise x late-WD and GPU curvature/timing probes), which are expected to test causal gating hypotheses in subsequent result-return cycles.

NOTES
- Cumulative credited-result ID tracking is intentionally omitted here (database remains source of truth).
- This session log is formatted for website "Latest Findings" extraction.