| ckpt epoch=50 step=10608 | G_L2E tensors=167 | |
| cascade: stage1 tensors=167 | |
| === ENHANCEMENT (test n=200) === | |
| contrast std : latent 0.0465 (med 0.0379) -> enhanced 0.1448 (med 0.1213) | |
| entropy : latent 2.3413 (med 0.5788) -> enhanced 4.7059 (med 4.0588) | |
| ridge-band E% : latent 0.5684 (med 0.9934) -> enhanced 0.9929 (med 0.9955) | |
| (ridge-band higher = clearer ridge structure) | |
| === CYCLE FIDELITY === | |
| theta(G_E2L(G_L2E(L)), L): 0.1873 (med 0.0858) | |
| === ANTI-HALLUCINATION === | |
| background HF energy (outside proxy fg): 0.0171 (med 0.0120) | |
| near-empty inputs (std<0.02): 97/200 | |
| -> enhanced std on those: 0.1022 (med 0.0993) (HIGH = hallucination on blanks) | |
| === EFFICIENCY (G_L2E export) === | |
| params: 0.929M latency: 45 ms/img @ 256² on cuda | |