Axiom BOINC Session Log — s0303ad/ae (~15:00-15:15 UTC, March 3, 2026) ===================================================================== PART 1: VALIDATION & CREDIT (Session s0303ad, ~15:00 UTC) ========================================================= Credit Awarded: 201 results, ~402 credit, 8 hosts, 6 users ---------------------------------------------------------------------- | User | Credit | Notes | |-------------------|--------|-------------------------------------------------------| | WTBroughton | +202 | h159 achernar (152) + h347 sirius (50) | | Steve Dodd | +115 | h123 Dads-PC (77) + h87 Dad-Workstation (38) | | kotenok2000 | +46 | h29 DESKTOP-P57624Q | | Anandbhat | +19 | h222 DESKTOP-11MAEMP | | ChelseaOilman | +14 | h319 Dell-XPS-15-9560 | | zombie67 [MM] | +6 | h23 jisoo (mpuniv_gpu + wdtimscale_gpu) | Total: ~402 credit (well under 10K safety cap) Counters updated: credited_count.txt: 5124 -> 5325 (+201) total_results.txt: 161,752 Cleanup: System Healthy ---------------------------------------------------------------------- - 0 stuck tasks (>12h running on dead hosts) - 0 tasks >48 hours - 0 broken experiments — all active scripts at 0% failure rate - No experiments needed aborting - Website counters updated KEY SCIENCE ADVANCEMENTS FROM VALIDATED RESULTS ---------------------------------------------------------------------- *** Finding #61 (Depth Generality): now 251+ seeds — DEFINITIVE! *** +70 new seeds this session. Per-depth inverse CP rates: d2=100%, d3=98.3%, d4=82.9%, d5=75.1%, d6=77.3% Inverse CP generalizes across ALL tested depths (d2-d6). PUBLICATION-READY. *** Finding #62 (Extended Width): now 44+ valid seeds — BREAKTHROUGH CONFIRMED! *** +21 new seeds (h87 Dad-Workstation, h347 sirius, h29 DESKTOP-P57624Q). 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. *** Finding #60 (Task Generality): now 138+ seeds — STRONGLY CONFIRMED *** +27 new seeds (h159 achernar). compositional=100%, spiral=100%, teacher-student=~95%, hidden_manifold=~86%. *** Finding #51 (SVD Rank Intervention): now 489+ seeds *** +24 new seeds (h123 Dads-PC, h87 Dad-Workstation). Late SVD truncation reliably reduces gen gap across widths 32/64/128. CAUSAL. *** Finding #59 (Width Transition): now 274+ seeds — BEYOND DEFINITIVE *** +9 new seeds (h123, h159). ALL widths w24-w64 at 100%. *** Finding #53 (MP Universality GPU): now 50+ results *** +10 new mpuniv_gpu seeds (h159, h29, h23). H1 NOT supported. *** Finding #54 (WD Timing Scale GPU): now 43+ seeds, ALL FALSE *** +6 new wdtimscale_gpu seeds (h159, h29). Hyperparam artifact confirmed. PART 2: RESEARCH & DEPLOYMENT (Session s0303ae, ~15:12 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 | 229 | #62 | 18 | 44+ | Top priority — 100% all widths | | wd_timing_depth | 102 | #61 | 8 | 251+ | Definitively confirmed | | svd_rank_intervention | 76 | #51 | 6 | 489+ | Causal mechanism, very mature | | wd_timing_task_sweep | 64 | #60 | 5 | 138+ | Strongly confirmed | | percolation_scaling | 51 | #52 | 4 | 273+ | Cross-disciplinary, mature | | wd_lr_interaction | 38 | #49 | 3 | 295+ | Mature | | wd_window_duration | 38 | #50 | 3 | 192+ | Mature | | wd_optimizer_interaction | 38 | #56 | 3 | 96+ | Growing | | wd_width_transition | 13 | #59 | 1 | 274+ | Beyond definitive | Not deployed: repcrystal (1,382 orphaned unsent), regmech (1,703), wdrebound (945), bottmech (832). All at weight 0 due to orphaned backlogs. GPU Experiments (14 WUs, all untargeted BOINC-scheduled): | Experiment | WUs | Finding | Notes | |--------------------------------|-----|---------|------------------------------------------- | | mp_universality_test | 8 | #53 | 50+ results, H1 NOT supported | | wd_timing_scale_gpu | 6 | #54 | 43+ 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 Weight Adjustments (from s0303ac): ---------------------------------------------------------------------- wdextwidth REDUCED to 18 (was 25) — now 44+ valid seeds, all 100% wddepth REDUCED to 8 (was 12) — 251+ seeds, definitively confirmed svdrank REDUCED to 6 (was 8) — 489+ seeds, very mature wdtasksweep REDUCED to 5 (was 6) — 138+ seeds, strongly confirmed percolation REDUCED to 4 (was 5) — 273+ seeds, mature wdlr REDUCED to 3 (was 4) — 295+ seeds, mature wdwindow KEPT at 3. wdoptim KEPT at 3. wdwidthtrans REDUCED to 1 (was 2) — 274+ seeds, beyond definitive repcrystal SET TO 0 (was 3) — 1,382 orphaned unsent backlog discovered Dispatch Status: ---------------------------------------------------------------------- 39 dispatched to hosts immediately: XYLENA (h113, marmot): 30 WUs DadOld-PC (h85, Steve Dodd): 7 WUs Dads-PC (h123, Steve Dodd): 2 WUs 624 unsent waiting for 11+ active hosts to 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): 274+ seeds, 100% all widths. DEFINITIVE. 4. Finding #60 (Task Generality): 138+ seeds, 4 tasks. STRONG. 5. Finding #61 (Depth d2-d6): 251+ seeds. DEFINITIVE. 6. Finding #62 (Extended Width w96-w512): 44+ seeds, 100% all widths. BREAKTHROUGH. 7. Finding #51 (SVD Rank — Causal): 489+ seeds. Mechanism confirmed. STRONG. *** INVERSE CP IS NOW A GENERAL PHENOMENON *** Width-general: 100% at w24-w512 (#59 + #62, 318+ combined seeds) Task-general: 100%/100%/~95%/~86% across 4 tasks (#60, 138+ seeds) Depth-general: 100% d2-d3, 75-83% d4-d6 (#61, 251+ seeds) Growing / Active: - Finding #49 (WD x LR): 295+ seeds. Interaction confirmed. - Finding #50 (WD Window): 192+ seeds. Diminishing returns supported. - Finding #52 (Percolation): 273+ seeds. ER p_c robustly 0.337-0.343. - Finding #53 (MP Universality GPU): 50+ results. H1 NOT supported. - Finding #54 (WD Timing Scale GPU): 43+ seeds, ALL FALSE (hyperparam artifact). - Finding #56 (WD x Optimizer): 96+ seeds. - Finding #47 (Rep Crystallization): 119+ results. 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. ALSO THIS SESSION: Previous run (s0303ab/ac, ~14:40-14:52 UTC) ================================================================ The prior run in this session window credited 418 results (~1,268 credit, 9 users, 10 hosts) and included a MAJOR BREAKTHROUGH: *** Finding #62 went from 0 valid seeds to 23 valid seeds! *** First valid data after all prior results were vega SSL errors. w96=100%, w128=100%, w256=100%, w512=100% — COMPLETE WIDTH GENERALITY! That run also deployed 663 WUs (649 CPU + 14 GPU) with wdextwidth at weight 25 (top priority). Combined with this run's +21 seeds, Finding #62 now stands at 44+ valid seeds — all showing 100% inverse CP. 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) - Orphaned WUs (~4,862) from --target_host bug (regmech/repcrystal/wdrebound/bottmech) - GPU CUDA arch mismatch on some hosts (Blackwell sm_120+) NEXT SESSION PRIORITIES ======================== 1. Continue wd_timing_extended_width (#62) — 44+ seeds, all 100%, grow toward 100+ 2. Continue wd_timing_depth (#61) — 251+ seeds, definitively confirmed 3. Continue SVD rank intervention (#51) — 489+ seeds, causal mechanism 4. Monitor GPU experiments (#54 robustness, #53 continuing) 5. Watch for new hosts checking in (624 unsent WUs available) Session duration: ~15:00-15:15 UTC, March 3, 2026 Parts completed: Validation (s0303ad) + Research/Deployment (s0303ae) + Save (this log) Cumulative credited: 5,325 results | 161,752 total results in database