[ { "_note": "Tritower (img + cd + geom) at the new img backbone. 10 reps — definite test, establishes whether the geom tower adds value over img+cd.", "run_name": "experiments/refuge_v2m_baseline/tritower", "reps": 10, "tower_overrides": { "img": { "args": { "backbone": "refuge_efficientnet_v2_m", "freeze_ratio": 0.0 } } } }, { "_note": "Tritower + OrthoBridge w=0.1 (best ortho weight from earlier sweep) wrapping Hadamard inner. Bumped to 10 reps after 3-rep showed 0.9059 with tight std — wanted to confirm against plain tritower's 0.9040.", "run_name": "experiments/refuge_v2m_baseline/tritower_ortho_w0.1", "reps": 10, "tower_overrides": { "img": { "args": { "backbone": "refuge_efficientnet_v2_m", "freeze_ratio": 0.0 } } }, "stage_overrides": { "nt": { "module": "v4.classes.bridges.ortho_bridge", "class": "OrthoBridge", "args": { "fusion_dim": 256, "ortho_weight": 0.1, "inner_module": "v4.classes.bridges.fusion_bridge", "inner_class": "FusionBridge", "inner_args": { "fusion_dim": 256 } } } } }, { "_note": "Tritower + bottleneck (fusion_dim=8) — tests whether the strong img backbone can survive aggressive bottlenecking.", "run_name": "experiments/refuge_v2m_baseline/tritower_bottleneck", "reps": 3, "tower_overrides": { "img": { "args": { "backbone": "refuge_efficientnet_v2_m", "freeze_ratio": 0.0 } } }, "stage_overrides": { "nt": { "args": { "fusion_dim": 8 } } } } ]