AXIOM BOINC SESSION LOG - PART 3 (SAVE & UPLOAD)
Timestamp: 2026-03-04 08:07
Source logs: validate_2026-03-04_0805.txt, run_2026-03-03_1352.log

PART 1 VALIDATION / CREDIT SUMMARY
- Results reviewed: 188 total terminal rows (178 successful, 10 failed).
- Payload quality in reviewed batch: experiment_result JSON=178, missing payload=10, error payload=0, invalid_json=0.
- Credit awarded this session: 1,732 total (CPU appid=1: 163 results / 1,630 credit; GPU appid=2: 25 results / 102 credit).
- Credit safety cap check: PASS (<=10,000).
- Failure shape in reviewed set: 10 zero-elapsed GPU timeout failures concentrated on one host, no multi-host script-level failure confirmed.

CLEANUP / QUEUE HEALTH
- Broken-prefix active queue check: oscillatory_roughchannel_lbm_resonance=0, rw_reset_fatigue_nonrenewal=0, abx_cycle=0, potts_pulse_anneal_resonance=0, adaptive_voter_delay_rewiring=0, spatial_pgg_delay_fatigue=0.
- Stuck task cleanup (>12h run + >6h dead host): 0 aborted.
- Hard ceiling cleanup (>48h run): 0 aborted.
- Retirement pass in research run: ABORT_TOTAL=0 (no additional unsent retirements triggered in that pass).

PART 2 DEPLOYMENT SUMMARY
CPU deployment
- CPU hosts considered for queue fill: 81.
- Low-RAM hosts skipped (<6 GB): 2.
- CPU workunits created: 2,937.
- CPU scripts used for deployment: wd_batchnoise_interaction.py, wd_labelsmooth_interaction.py.

GPU checkpoint
- GPU scripts targeted: wd_curvature_trigger_gpu.py, wd_timing_scale_gpu.py.
- GPU deployment step was started but the logged run ended during execution (^C in run log).
- GPU hosts count (from this run log): not emitted before interruption.
- GPU workunits created (from this run log): not emitted before interruption.

NEW EXPERIMENTS / NOVELTY DOCUMENTATION
- New CPU experiment script created and compiled in Part 2: wd_batchnoise_interaction.py (py_compile: OK).
- Part 2 run log records explicit novelty-check activity (multiple web/arXiv searches) before deployment, including queries focused on weight decay interactions and batch size effects.

KEY SCIENTIFIC FINDINGS
1. Scientific payload throughput in the latest validated batch remained strong: 178 of 188 reviewed rows had retrievable experiment_result JSON.
2. Current reviewed failures are host-skewed zero-elapsed GPU timeouts rather than a confirmed multi-host experiment bug, so broad script rollback was not warranted in this pass.
3. Delay-family and WD/GPU lines continue to return completed outputs at production cadence, maintaining cross-validation momentum on core hypotheses.
4. Part 2 expanded targeted WD interaction coverage by deploying wd_batchnoise_interaction and wd_labelsmooth_interaction at scale across CPU hosts, while GPU follow-up was initiated with curvature/timing scripts.