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v4 update

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rpotter6298
2026-04-20 18:01:31 +02:00
parent 13290575d5
commit 4dea45df78
71 changed files with 8316 additions and 4112 deletions
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v3/scripts/main/phase5/experiment_grid.json
+7 -7
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@@ -36,7 +36,7 @@
"baseline": {
"run_name": "phase5/single_fused",
"description": "Single-eye + clinical data — phase 3 best config, re-run as direct comparison baseline for phase 5.",
"extra_args": ["--tower-mode", "single"]
"extra_args": ["--hypertower-mode", "single"]
},
"groups": [
@@ -47,17 +47,17 @@
{
"run_name": "phase5/ensemble_fused",
"description": "Ensemble (independent OD+OS) + clinical data via fused bridge.",
"extra_args": ["--tower-mode", "ensemble"]
"extra_args": ["--hypertower-mode", "ensemble"]
},
{
"run_name": "phase5/bilateral_fused",
"description": "BilateralHT + clinical data — full canonical HyperTower.",
"extra_args": ["--tower-mode", "bilateral"]
"extra_args": ["--hypertower-mode", "bilateral"]
},
{
"run_name": "phase5/siamese_fused",
"description": "SiameseHT + clinical data — siamese mean+delta with fused clinical bridge.",
"extra_args": ["--tower-mode", "siamese"]
"extra_args": ["--hypertower-mode", "siamese"]
}
]
},
@@ -69,17 +69,17 @@
{
"run_name": "phase5/ensemble_fused_head",
"description": "Ensemble + clinical data + attention scorer head (Linear(C→1) per eye, softmax-weighted average).",
"extra_args": ["--tower-mode", "ensemble", "--fused-head"]
"extra_args": ["--hypertower-mode", "ensemble", "--fused-head"]
},
{
"run_name": "phase5/logit_mlp_head",
"description": "Ensemble + clinical data + logit-level MLP head (cat([logit_od, logit_os]) → FC(64) → FC(C)).",
"extra_args": ["--tower-mode", "ensemble", "--fused-head", "--head-type", "logit_mlp"]
"extra_args": ["--hypertower-mode", "ensemble", "--fused-head", "--head-type", "logit_mlp"]
},
{
"run_name": "phase5/embedding_mlp_head",
"description": "Ensemble + clinical data + embedding-level MLP head (cat([z_od, z_os]) → FC(256) → FC(C)).",
"extra_args": ["--tower-mode", "ensemble", "--fused-head", "--head-type", "embedding_mlp"]
"extra_args": ["--hypertower-mode", "ensemble", "--fused-head", "--head-type", "embedding_mlp"]
}
]
}