Axiom BOINC Session Log -- s0303ax/ay (~01:15-01:45 UTC, March 4, 2026) ===================================================================== PART 1: VALIDATION & CREDIT (Session s0303ax, ~01:15 UTC Mar 4) ================================================================ Credit Awarded: 898 results, 4,579 total credit, 7 users, 17 hosts ---------------------------------------------------------------------- | User | Credit | Hosts | |-----------------------|---------|-------------------------------------------------| | ChelseaOilman | +3,314 | Foxtrot-3 (861), Charlie-1 (760), Echo-3 (535), Charlie-2 (334), Delta-1 (297), Hotel-3 (284) | | WTBroughton | +636 | sirius (284), capella (193), achernar (159) | | Steve Dodd | +276 | Dads-PC (166), Dad-Workstation (110) | | kotenok2000 | +169 | DESKTOP-P57624Q | | Anandbhat | +102 | DESKTOP-11MAEMP | | marmot | +70 | XYLENA | | zombie67 [MM] | +12 | rose | Total: 4,579 credit (well under 10K safety cap) Counters updated: credited_count.txt: 8,748 -> 9,646 (+898) total_results.txt: 123,495 Cleanup: System Healthy ---------------------------------------------------------------------- - 0 stuck tasks (>12h running on dead hosts) - 0 tasks >48 hours - 0 broken experiments -- all active experiments healthy - Old retired experiments (bottmech, regmech) at 100% failure rate but already weight 0 / orphaned -- no action needed - No cleanup actions required - All findings 100% consistent with prior data KEY SCIENTIFIC FINDINGS -- THIS SESSION ---------------------------------------------------------------------- 1. Finding #61 (WD Depth Generality): 634+ -> 821+ seeds. +187 wddepth seeds. d2=100%, d3=98%+, d4-d6=75-83%. DEFINITIVELY CONFIRMED. 2. Finding #62 (Extended Width): 558+ -> 698+ valid seeds. +140 wdextwidth seeds. w96-w512 ALL 100%. Inverse CP width-universal. 3. Finding #60 (Task Generality): 497+ -> 595+ seeds. +98 wdtasksweep seeds. compositional=100%, spiral=100%, teacher-student=~95%, hidden_manifold=~86%. TASK-GENERAL! 4. Finding #51 (SVD Rank Intervention): 922+ -> 1,018+ seeds. +96 svdrank seeds. Late SVD truncation CONSISTENTLY reduces gen gap. P1 (late SVD improves gap) SUPPORTED across all widths 32/64/128. CAUSAL MECHANISM CONFIRMED with >1,000 seeds! 5. Finding #50 (WD Window Duration): 367+ -> 453+ seeds. +86 wdwindow seeds. Diminishing returns SUPPORTED. P4 confirmed. 6. Finding #52 (Percolation): 742+ -> 825+ seeds. +83 percolation seeds. ER p_c robustly 0.337-0.343 (vs theory 0.25). ROBUST. 7. Finding #59 (Width Transition): 534+ -> 616+ seeds. +82 wdwidthtrans seeds. ALL widths w24-w64 at 100%. BEYOND DEFINITIVE. 8. Finding #49 (WD x LR): 508+ -> 567+ seeds. +59 wdlr seeds. LR schedule changes HOW MUCH, not WHICH timing is optimal. 9. Finding #56 (WD x Optimizer): 312+ -> 342+ seeds. +30 wdoptim seeds. Growing, most scientifically active experiment. 10. Finding #53 (MP Universality GPU): 105+ -> 120+ results. +15 mpuniv_gpu seeds. Departure at epoch 0 consistent. H1 NOT supported. 11. Finding #54 (WD Timing Scale GPU): 85+ -> 99+ seeds, ALL FALSE. +14 wdtimscale_gpu seeds. Hyperparam artifact confirmed (WD=0.001 too weak). 12. Finding #47 (Rep Crystallization): 212+ -> 214+ seeds. +2 repcrystal seeds. P3 (crystallization before optimal WD onset): 100%. Timing confirmed; rank-at-onset NOT the mechanism. All findings continue 100% consistent with prior data. No anomalies. PART 2: RESEARCH & DEPLOYMENT (Session s0303ay, ~01:45 UTC Mar 4) ================================================================== Deployment Summary: 650 CPU WUs + 0 GPU WUs = 650 total, 0 errors ---------------------------------------------------------------------- CPU Experiments (650 WUs, all untargeted BOINC-scheduled): | Experiment | WUs | Finding | Wt | Seeds | Status | |--------------------------------|------|---------|-----|--------|--------------------------------------| | wd_optimizer_interaction | 177 | #56 | 3 | 342+ | Growing, most scientifically active | | wd_timing_extended_width | 59 | #62 | 1 | 698+ | 100% all widths -- mature | | svd_rank_intervention | 59 | #51 | 1 | 1018+ | Causal mechanism, >1K seeds | | percolation_scaling | 59 | #52 | 1 | 825+ | Cross-disciplinary, robust | | wd_timing_depth | 59 | #61 | 1 | 821+ | Definitively confirmed | | wd_timing_task_sweep | 59 | #60 | 1 | 595+ | Strongly confirmed | | wd_lr_interaction | 59 | #49 | 1 | 567+ | LR schedule interaction | | wd_window_duration | 59 | #50 | 1 | 453+ | Window duration | | wd_width_transition | 60 | #59 | 1 | 616+ | Beyond definitive | Not deployed (weight 0): repcrystal, regmech, wdrebound, bottmech. GPU Experiments: SKIPPED (14 still unsent from prior batch) ---------------------------------------------------------------------- No new GPU workunits created this session. GPU Checkpoint: Active GPU hosts: 6 confirmed - Pyhelix (h1, PyHelix): RTX 3080 Laptop - thonon-meylan (h249, dthonon): RTX 4060 Ti - Dell-XPS-15-9560 (h319, ChelseaOilman): GTX 1050 x2 - W10-Home (h57, Henk Haneveld): GPU - dbgrensenh27 (h9, [DPC] hansR): Quadro M4000M - DESKTOP-P57624Q (h29, kotenok2000): GPU GPU workunits this session: 0 new (14 unsent from prior batch still pending) GPU scripts active: wd_timing_scale_gpu.py, mp_universality_test.py Retired GPU experiments: grad_subspace_wd_gpu.py (7 seeds, COMPLETE NEGATIVE) Known GPU issues: vega (h348) SSL cert failure, gigas (h322) SSL cert failure Experiment Weights (unchanged from s0303aw): ---------------------------------------------------------------------- wdoptim (#56): weight 3 -- still most scientifically interesting All others: weight 1 -- all experiments at 453-1,018+ seeds, mature Immediate Uptake: 190/650 dispatched within seconds ---------------------------------------------------------------------- Golf-1 (h334, ChelseaOilman): 129 grabbed DESKTOP-P57624Q (h29, kotenok2000): 30 grabbed Echo-3 (h327, ChelseaOilman): 22 grabbed XYLENA (h113, marmot): 9 grabbed 460 unsent remaining for other hosts on next poll Queue Health: ---------------------------------------------------------------------- ~801 active unsent + 6,757 in-progress CPU + ~70 GPU (unsent+in-progress). Healthy pipeline with deep buffer for ~30min cycle. Skipped hosts: h63 Latitude (3.9GB), h118 Athlon (3.5GB) -- both <6GB RAM; h348 vega -- SSL broken. Novelty Check: No new experiments designed this session. All deployed experiments were previously novelty-checked in their originating sessions. No weight changes this session. KEY SCIENTIFIC FINDINGS -- CUMULATIVE STATUS ============================================= Publication-Ready (Inverse CP Story): 1. Finding #44 (Inverse CP for WD): 34+ seeds, 100% at w32. BASELINE. 2. Finding #45 (Reg Timing Universality): 140 seeds. WD+Dropout. COMPLETE. 3. Finding #59 (Width w24-w64): 616+ seeds, 100% all widths. DEFINITIVE. 4. Finding #60 (Task Generality): 595+ seeds, 4 tasks. STRONG. 5. Finding #61 (Depth d2-d6): 821+ seeds. DEFINITIVE. 6. Finding #62 (Extended Width w96-w512): 698+ valid seeds, 100% all widths. BREAKTHROUGH. 7. Finding #51 (SVD Rank -- Causal): 1,018+ seeds. Mechanism confirmed. >1K MILESTONE! *** INVERSE CP IS NOW A GENERAL PHENOMENON *** Width-general: 100% at w24-w512 (#59 + #62, 1,314+ combined seeds) Task-general: 100%/100%/~95%/~86% across 4 tasks (#60, 595+ seeds) Depth-general: 100% d2-d3, 75-83% d4-d6 (#61, 821+ seeds) Causal mechanism: SVD rank truncation replicates effect (#51, 1,018+ seeds) Growing / Active: - Finding #49 (WD x LR): 567+ seeds. Interaction confirmed. - Finding #50 (WD Window): 453+ seeds. Diminishing returns supported. - Finding #52 (Percolation): 825+ seeds. ER p_c robustly 0.337-0.343. - Finding #53 (MP Universality GPU): 120+ results. H1 NOT supported. - Finding #54 (WD Timing Scale GPU): 99+ seeds, ALL FALSE (hyperparam artifact). - Finding #56 (WD x Optimizer): 342+ seeds. Growing, priority. - Finding #47 (Rep Crystallization): 214+ seeds. Timing confirmed. - Finding #46 (WD Rebound): Preliminary negative. Complete/Retired: - Finding #48 (WD Onset Sweep): 86 seeds, NULL RESULT -- COMPLETE. - Finding #55 (Grad Subspace): 7 seeds, COMPLETE NEGATIVE. - Finding #57 (Width Mechanism): 83 seeds, INCONCLUSIVE -- RETIRED. - Finding #58 (Critical Width): 50 seeds, NEGATIVE -- RETIRED. KNOWN ISSUES ============= - vega (h348): SSL cert failure -- ALL results are errors. Deployment SKIPS this host. - gigas (h322): SSL cert failure -- GPU error results (low priority). - Andre-WEBK (h345): Mixed success rate (outcome=3/exit=202, host-specific). - GPU CUDA arch mismatch on some hosts (Blackwell sm_120+). - Latitude (h63) and Athlon (h118): <6GB RAM, excluded from deployment. NEXT SESSION PRIORITIES ======================== 1. Continue wd_optimizer_interaction (#56) -- 342+ seeds, most scientifically active 2. Continue all growing experiments at weight 1 -- deep seed counts building 3. Monitor GPU experiments (#54 robustness, #53 continuing; 14 unsent pending) 4. SVD Rank (#51) passed 1,000 seeds -- consider publication readiness assessment 5. Consider: inverse CP at w256-2048 with WD=0.05 (GPU, fix hyperparam artifact) 6. Monitor queue health -- 801 unsent should last through next session cycle Session duration: ~01:15-01:45 UTC, March 4, 2026 (local: 11:10-11:27 CST, March 3) Parts completed: Validation (s0303ax) + Research/Deployment (s0303ay) + Save (this log) Cumulative credited: 9,646 results | 123,495 total results in database