Distillation Experiment v2: CIFAR-10 ResNet-50→18#3
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May 21, 2026 17:03
- Add jepa-cli binary target (src/main.rs) that reads room-state JSON from stdin/file and emits latents JSON to stdout. - Update Cargo.toml to build both cdylib/rlib and the binary. - Add serde_json dependency for JSON I/O. - Create room_grid_rust.py: subprocess wrapper with EXACT same API as room_grid.py (JEPAGrid class, make_weights, novelty, Fingerprint). Falls back to numpy einsum if jepa-cli binary is unavailable. - Add test_api_parity.py: pytest suite comparing Python vs Rust outputs, shape tests, fallback verification, and JSON roundtrip. No compiled extension (PyO3/maturin) — pure subprocess approach avoids build timeouts. Cargo build can be done in CI. Branch: jepa-rust-wire-v2
- experiments/distillation_full.py: training script with 3 loss variants (hard CE, soft KL T=4, feature MSE) + channel adapters + AMP support - experiments/distillation_config.yaml: hyperparameters - docs/DISTILLATION-EXPERIMENT.md: architecture, hardware reqs, usage Smoke test: data loads, model forward pass, loss computation pass.
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May 25, 2026
- 5 new SDA pipelines: identity_monitor, mesh_diversity, opcode_safety, breeder_thermal, hebbian_routing - beat() extended: breeder tick, SSE publish, metronome gossip - 6 new optional subsystems: SSE dashboard, gossip bridge, opcode index, hebbian mesh, decision journal - WALQuery now routes to WALIndex for fast index-hint queries - Tests: 60/60 passing (40 base + 20 integration) Refs: #4, #3
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Closing: distillation experiment + nerve files duplicated in #7 which has the full simulators too.