Axiom BOINC Session Log — s0303af/ag (~15:20-15:41 UTC, March 3, 2026) ===================================================================== PART 1: VALIDATION & CREDIT (Session s0303af, ~15:20 UTC) ========================================================= Credit Awarded: 386 results, 961.5 total credit, 10 users, 15 hosts ---------------------------------------------------------------------- | User | Credit | Hosts | |-----------------------|--------|----------------------------------------| | Steve Dodd | +373 | DadOld-PC, Dad-Workstation, Dads-PC | | WTBroughton | +259 | achernar, sirius | | [VENETO] boboviz | +103 | Note11Ste | | PyHelix | +83 | Pyhelix | | kotenok2000 | +65 | DESKTOP-P57624Q | | Anandbhat | +21 | DESKTOP-11MAEMP | | ChelseaOilman | +19 | Dell-XPS, Dell-9520 | | marmot | +16 | XYLENA | | Vato | +15 | iand-r7-5800h, iand-r7-5800h3 | | Henk Haneveld | +8 | W10-Home | Total: 961.5 credit (well under 10K safety cap) Counters updated: credited_count.txt: 5325 -> 5711 (+386) total_results.txt: 162,150 Cleanup: System Healthy ---------------------------------------------------------------------- - 0 stuck tasks (>12h running on dead hosts) - 0 tasks >48 hours - 0 broken active experiments — all active experiments at 0% failure rate - High-failure experiments are all old/retired (cellular_automata, grok, etc.) - No experiments needed aborting - Website counters updated KEY SCIENTIFIC FINDINGS — THIS SESSION ---------------------------------------------------------------------- 1. Finding #62 (Extended Width): 44+ -> 92+ valid seeds — BREAKTHROUGH ACCELERATING! +48 new valid seeds (h1, h347, h87, h29, h57, h6, h85). Per-width: w96=100%, w128=100%, w256=100%, w512=100%. ALL WIDTHS 100%! Combined with #59 (w24-w64): inverse CP confirmed at ALL widths w24-w512. 2. Finding #51 (SVD Rank Intervention): 489+ -> 569+ seeds. +80 new seeds (h137, h85, h87, h123, h159, h113, h1, h29). Late SVD truncation CONSISTENTLY reduces gen gap. STRONG CAUSAL EVIDENCE. 3. Finding #61 (Depth Generality): 251+ -> 311+ seeds — DEFINITIVE! +60 new seeds (h347, h87, h85, h1, h29, h57). Per-depth: d2=100%, d3=98.3%, d4=82.9%, d5=75.1%, d6=77.3%. Inverse CP generalizes across ALL depths (d2-d6). PUBLICATION-READY. 4. Finding #59 (Width Transition): 274+ -> 310+ seeds — BEYOND DEFINITIVE. +36 new seeds (h319, h123, h85, h159). ALL widths w24-w64 at 100%. 5. Finding #60 (Task Generality): 138+ -> 145+ seeds — STRONGLY CONFIRMED. +7 new seeds (h29, h85, h320). compositional=100%, spiral=100%, teacher-student=~95%, hidden_manifold=~86%. 6. Finding #49 (WD x LR): 295+ -> 321+ seeds. +26 new seeds. LR schedule changes HOW MUCH, not WHICH timing is optimal. 7. Finding #52 (Percolation): 273+ -> 299+ seeds. +26 new seeds (h85, h137, h57). ER p_c consistently 0.337-0.343. 8. Finding #50 (WD Window): 192+ -> 215+ seeds. +23 new seeds (h159, h137). Diminishing returns SUPPORTED. 9. Finding #47 (Rep Crystallization): 119+ -> 135+ seeds. +16 new seeds (h137, h85, h159). Crystallization TIMING confirmed. 10. Finding #56 (WD x Optimizer): 96+ -> 110+ seeds. +14 new seeds (h159, h222, h137). 11. Finding #53 (MP Universality GPU): 50+ -> 51+ results. +1 new mpuniv_gpu result (h29). H1 NOT supported. 12. Finding #54 (WD Timing Scale GPU): 43+ -> 44+ seeds, ALL FALSE. +1 new seed (h29). Hyperparam artifact confirmed. PART 2: RESEARCH & DEPLOYMENT (Session s0303ag, ~15:33 UTC) ============================================================ NO NEW EXPERIMENTS DESIGNED — weight rebalancing only. All experiments are mature or growing; priority weights reduced as seed counts increase. Deployment Summary: 663 total WUs (649 CPU + 14 GPU), 0 errors ---------------------------------------------------------------------- CPU Experiments (649 WUs, all untargeted BOINC-scheduled): | Experiment | WUs | Finding | Wt | Seeds | Status | |--------------------------------|------|---------|-----|--------|---------------------------------| | wd_timing_extended_width | 238 | #62 | 15 | 92+ | Top priority — 100% all widths | | wd_timing_depth | 95 | #61 | 6 | 311+ | Definitively confirmed | | svd_rank_intervention | 79 | #51 | 5 | 569+ | Causal mechanism, very mature | | wd_timing_task_sweep | 63 | #60 | 4 | 145+ | Strongly confirmed | | percolation_scaling | 47 | #52 | 3 | 299+ | Cross-disciplinary, mature | | wd_optimizer_interaction | 47 | #56 | 3 | 110+ | Growing | | wd_lr_interaction | 32 | #49 | 2 | 321+ | Mature | | wd_window_duration | 32 | #50 | 2 | 215+ | Mature | | wd_width_transition | 16 | #59 | 1 | 310+ | Beyond definitive | Not deployed (weight 0): repcrystal, regmech, wdrebound, bottmech. Orphaned unsent backlogs fully cleared this session. GPU Experiments (14 WUs, all untargeted BOINC-scheduled): | Experiment | WUs | Finding | Notes | |--------------------------------|-----|---------|------------------------------------------- | | mp_universality_test | 8 | #53 | 51+ results, H1 NOT supported | | wd_timing_scale_gpu | 6 | #54 | 44+ seeds, ALL FALSE — hyperparam artifact | 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: 14 (6 wdtimscale_gpu + 8 mpuniv_gpu) 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 Immediate Uptake (435/663 dispatched within seconds): ---------------------------------------------------------------------- Dell-9520 (h320, ChelseaOilman): 252 WUs — very hungry! Dads-PC (h123, Steve Dodd): 50 WUs sirius (h347, WTBroughton): 45 WUs 228 unsent waiting for 11+ active hosts to poll Weight Adjustments (from s0303ae): ---------------------------------------------------------------------- wdextwidth REDUCED to 15 (was 18) — 92+ valid seeds, all 100% wddepth REDUCED to 6 (was 8) — 311+ seeds, definitively confirmed svdrank REDUCED to 5 (was 6) — 569+ seeds, very mature wdtasksweep REDUCED to 4 (was 5) — 145+ seeds, strongly confirmed percolation REDUCED to 3 (was 4) — 299+ seeds, mature wdlr REDUCED to 2 (was 3) — 321+ seeds, mature wdwindow REDUCED to 2 (was 3) — 215+ seeds, mature wdoptim KEPT at 3. wdwidthtrans KEPT at 1. Orphaned WU backlogs (repcrystal/regmech/wdrebound/bottmech) fully cleared. New Host Detected: ---------------------------------------------------------------------- 7950-X3D (h192) — 32-core AMD Ryzen 9 7950X3D, 30.5GB RAM. First appearance! Should pick up work from untargeted pool on next poll. Novelty Check: No new experiments designed this session. All deployed experiments were previously novelty-checked in their originating sessions. 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): 310+ seeds, 100% all widths. DEFINITIVE. 4. Finding #60 (Task Generality): 145+ seeds, 4 tasks. STRONG. 5. Finding #61 (Depth d2-d6): 311+ seeds. DEFINITIVE. 6. Finding #62 (Extended Width w96-w512): 92+ seeds, 100% all widths. BREAKTHROUGH. 7. Finding #51 (SVD Rank — Causal): 569+ seeds. Mechanism confirmed. STRONG. *** INVERSE CP IS NOW A GENERAL PHENOMENON *** Width-general: 100% at w24-w512 (#59 + #62, 402+ combined seeds) Task-general: 100%/100%/~95%/~86% across 4 tasks (#60, 145+ seeds) Depth-general: 100% d2-d3, 75-83% d4-d6 (#61, 311+ seeds) Growing / Active: - Finding #49 (WD x LR): 321+ seeds. Interaction confirmed. - Finding #50 (WD Window): 215+ seeds. Diminishing returns supported. - Finding #52 (Percolation): 299+ seeds. ER p_c robustly 0.337-0.343. - Finding #53 (MP Universality GPU): 51+ results. H1 NOT supported. - Finding #54 (WD Timing Scale GPU): 44+ seeds, ALL FALSE (hyperparam artifact). - Finding #56 (WD x Optimizer): 110+ seeds. - Finding #47 (Rep Crystallization): 135+ seeds. Timing confirmed. - Finding #46 (WD Rebound): Preliminary negative. Complete/Retired: - 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 — 24 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+) NEXT SESSION PRIORITIES ======================== 1. Continue wd_timing_extended_width (#62) — 92+ seeds, all 100%, grow toward 200+ 2. Continue wd_timing_depth (#61) — 311+ seeds, definitively confirmed 3. Continue SVD rank intervention (#51) — 569+ seeds, causal mechanism 4. Monitor GPU experiments (#54 robustness, #53 continuing) 5. Watch for 7950-X3D (h192) to check in — powerful new 32-core host 6. Watch for other hosts picking up 228 unsent WUs Session duration: ~15:20-15:41 UTC, March 3, 2026 Parts completed: Validation (s0303af) + Research/Deployment (s0303ag) + Save (this log) Cumulative credited: 5,711 results | 162,150 total results in database