| ckpt epoch=59 step=19800 | G_L2E tensors=167 | |
| === ENHANCEMENT (test n=487) === | |
| contrast std : latent 0.0495 (med 0.0490) -> enhanced 0.1075 (med 0.1117) | |
| entropy : latent 2.4707 (med 3.3585) -> enhanced 4.3381 (med 4.8389) | |
| ridge-band E% : latent 0.5756 (med 0.9963) -> enhanced 0.9896 (med 0.9918) | |
| (ridge-band higher = clearer ridge structure) | |
| === CYCLE FIDELITY === | |
| theta(G_E2L(G_L2E(L)), L): 0.0152 (med 0.0154) | |
| === ANTI-HALLUCINATION === | |
| background HF energy (outside proxy fg): 0.0169 (med 0.0133) | |
| near-empty inputs (std<0.02): 229/487 | |
| -> enhanced std on those: 0.0175 (med 0.0134) (HIGH = hallucination on blanks) | |
| === EFFICIENCY (G_L2E export) === | |
| params: 0.929M latency: 29 ms/img @ 256² on cuda | |