← Complete research archive
Language compilerResult154 lines

R12 SD-CST Physical-Record Write-Bus Result

Decision: retain physical record bus reject one to one attribution

R12_SD_CST_PHYSICAL_RECORD_BUS_RESULT.mdOpen original Markdown ↗

R12 SD-CST Physical-Record Write-Bus Result

Decision: retain_physical_record_bus_reject_one_to_one_attribution

Claim boundary: consumed-training compiler mechanics only. This is a conventional structured parser baseline, not native reasoning, a novelty claim, or evidence from development/confirmation.

1. Immutable contract

  • scientific source commit: 5c9a2855a202692996e6e4100c927e9d8842bf48;
  • execution source commit: 4eeb86f4c4d37e84af78f88d175a2ce7955f3a5c (documentation-only receipts after the scientific freeze);
  • raw seed beacon: 18183044536483492966;
  • signed-safe seed: 8959672499628717158;
  • consumed train SHA-256: b7756dbf8d4401dbc5fb897dee53f68758e27200b1ce0d2387631f2f0205ec25;
  • parent checkpoint SHA-256: 4b842e4c2d0d608c32f0fd113b404866be7269676084cdac9b1a00d43cdd298d;
  • fit-source SHA-256: d53e4e805037e56183971bcbd835ce836006c7cd1a5c174e63f2fae877ee4610;
  • heldout-source SHA-256: 0efd0993f4ec3d832e8b1d8b5daa053b966af65ece5cededa1211157c1f18719;
  • shared new-parameter initialization SHA-256: c6b6086a57ef52c238756f3aa6b30979732c40d8f10e3786491e855428d5d50e;
  • sole Slurm job: 694136, H100 evc37, completed cleanly in 14m18s;
  • scored accesses: development 0, confirmation 0.

Slurm test-only admitted the job on evc37. Runtime preflight verified the clean committed source, input hashes, bf16 H100 allocation, and exact parameter certificate before constructing the optimizer or output.

2. Exact system

QuantityCount
immutable Shohin trunk125,081,664
complete compiler, including frozen parent65,831,689
new trainable record-bus parameters11,106,830
categorical motor19,206
categorical reader835
complete deployed system190,933,394
strict-200M headroom9,066,606

The complete 56,000-view pre-run renderer scan found exactly nine physical records in every source. Maximum payload length was 132 bytes and maximum compiler record length, retaining newline, was 133 bytes under the frozen 144-byte window.

Both arms reconstructed the same frozen parent and shared byte-identical values for every one of the 88 record_* parameter names. Parent state SHA-256 remained 9b3b34bd13df31b477d66bba4dfc489cb3cdf717e3fe0d8f76e140e22bacf150 before and after both arms.

3. Matched result

Each arm trained for two epochs / 3,000 updates on 48,000 rendered fit rows and was evaluated on 8,000 rendered held-out rows. The four fit renderers and four held-out renderers are disjoint parity combinations over 12,000 and 2,000 disjoint latent programs.

ArmFit exact packetsHeldout exact packetsMinimum heldout line pointerMinimum heldout event pointer
constrained Sinkhorn/greedy one-to-one48,000/48,0008,000/8,000100%100%
independent assignment48,000/48,0008,000/8,000100%100%

For both arms, minimum held-out-renderer initial, query, declaration pointer, initial-occurrence pointer, all-nine line pointer, active event pointer, kind, identity, amount, whole tape, and complete packet are all exactly 100%. Both arms already reached every listed metric at 100% after epoch one.

The constrained arm used 384.335 seconds; the independent arm used 361.111 seconds. Its endpoint losses are also effectively identical. Therefore no speed, quality, or sample-efficiency advantage is attributable to Sinkhorn or greedy one-to-one assignment under this board.

4. Gate accounting

Seventeen of twenty frozen gates pass. Every absolute compilation, preservation, parameter, matched-count, and access gate passes. Exactly the three frozen differential gates fail:

  1. constrained packet does not beat independent by five points: 100% vs 100%;
  2. constrained line pointer does not beat independent by five points: 100% vs 100%; and
  3. constrained event pointer does not beat independent by five points: 100% vs 100%.

The preregistered decision is therefore retain_physical_record_bus_reject_one_to_one_attribution. It is not permissible to report all gates as passed or to attribute the result to doubly stochastic assignment.

5. What changed scientifically

The failed joint global-query parent ended with held-out per-slot line/event- address/kind/amount/identity of only 42.029%/25.466%/55.731%/68.000%/50.325% and zero complete packets. Without changing the parent, executor, data volume, or optimization schedule, explicit delimiter-bounded record encoding plus local field extraction reaches 100% complete packets on fit and held-out renderer combinations.

This establishes a strong conventional mechanism result:

  • the old failure was not lack of parameter capacity or dead optimization;
  • physical locality removes the multiplicative global-address bottleneck;
  • a shared local entity motor plus the frozen matcher is sufficient;
  • unseen parity combinations of the finite renderer factors transfer exactly; and
  • semantic-slot exclusivity emerges without an explicit one-to-one constraint.

The causal credit belongs to the physical-record/local-field factorization as a package, not to one-to-one assignment. A stricter component attribution would require a separate matched no-locality architecture and is not necessary before fresh-board qualification because both current arms are conventional baselines.

6. What remains unproved

The pilot reuses already-consumed training rows and an explicit finite grammar: newline delimiters, exactly nine records, eight event slots, categorical field heads, and a frozen known executor. It does not establish:

  • transfer to fresh names, renderer families, or source distributions;
  • language parsing without record delimiters/cardinality;
  • self-selected operations, schedules, or programs;
  • learned halt beyond the existing fixed categorical tape;
  • source-deleted recurrent state transport on a fresh board;
  • broad natural-language reasoning; or
  • benchmark improvement in the 125M language model.

No existing development or sealed confirmation may be opened. The retained record bus is eligible only for a separately committed fresh-board qualification with new source bytes, controls, thresholds, and access ledger.

7. Preserved artifacts

  • local checkpoint: train/sd_cst_physical_record_bus_pilot_8959672499628717158/compiler.pt;
  • local report: train/sd_cst_physical_record_bus_pilot_8959672499628717158/report.json;
  • committed report copy: artifacts/r12/sd_cst_physical_record_bus_pilot_8959672499628717158.report.json;
  • Newton output: /lustre/fs1/home/[redacted user]/shohin_sd_cst_physical_record_bus_pilot_8959672499628717158/;
  • checkpoint SHA-256: 89ab7d7417918e72da60028e6d5936908a3ee29c0981f5fdac9dc385c3099419;
  • report SHA-256: 9c768fa8b9fd00ba259d36dcf3cf13a39ff6b455d6f59e8f9ee8d6c59ebcf2a4.

Local and Newton hashes match exactly.