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## Status
-**Phases 1–7 complete.** 36/36 tests pass.
+**Phases 1–9 complete.** 38/38 tests pass. Training bugs fixed (2026-03-27).
| Phase | Status |
|-------|--------|
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| 5 — Parity validation | ✅ max_err=4.88e-4 |
| 6 — Training script | ✅ train_cnn_v3.py |
| 7 — Validation tools | ✅ GBufViewEffect + web sample loader |
+| 8 — Architecture upgrade [8,16] | ✅ enc_channels=[8,16], 16ch split into lo/hi pairs |
+| 9 — Training bug fixes | ✅ dec0 ReLU removed, FiLM MLP loaded from .bin |
See `cnn_v3/docs/HOWTO.md` for the practical playbook (§9 covers validation tools).
See `cnn_v3/docs/CNN_V3.md` for full design.