🎯 One-Shot: trios-submit — End-to-End Parameter Golf Run

[gHashTag]

Type: Integration task (single command → submission candidate)

Goal

Один CLI вызов производит полный pipeline: NCA 15K → JEPA 20K → NTP 25K × 5 seeds → GF16 quantize → size check → median BPB report → submission artifact.

Command

```bash
cargo run -p trios-train-cpu --release --bin trios_submit --
--seeds 42,43,44,45,46
--nca-steps 15000
--jepa-steps 20000
--ntp-steps 25000
--kill-10k 500 --kill-30k 200 --kill-60k 100 --kill-80k 50
--force-save-at 32000
--output artifacts/submission/
--quantize gf16
--max-size-mb 16
```

Outputs

• `artifacts/submission/model_seed_{42..46}.gf16.bin`
• `artifacts/submission/median_report.json` (BPB per seed, median, MAD)
• `artifacts/submission/size_report.json`
• `artifacts/submission/candidate.bin` (best median BPB, size-validated)

Acceptance

• All 5 seeds complete or hit kill threshold
• Median BPB < 1.15
• candidate.bin size < 16MB
• Full telemetry logs per seed
• AIP footer в commit

Blocker dependencies

• Issue #69: T-JEPA pipeline (mask=0.3, EMA 0.996→1.0) #524 T-JEPA checkpoint available
• Issue #70: NCA 15K (grid=9, states=9, G4 entropy) #525 NCA checkpoint available
• GF16 quantization crate validated (BETA)

Owner

GAMMA (execution) + BETA (GF16 validation) + ZETA (submission artifact)

Part of: 🏆 EPIC: Parameter Golf Submission — Trinity + GF16