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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/phase4/experiment_grid.json
+6 -6
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@@ -31,7 +31,7 @@
"baseline": {
"run_name": "phase4/single",
"description": "Single-eye baseline with best phase 3 image settings. Direct comparison point for bilateral modes.",
"extra_args": ["--tower-mode", "single"]
"extra_args": ["--hypertower-mode", "single"]
},
"groups": [
@@ -42,17 +42,17 @@
{
"run_name": "phase4/ensemble",
"description": "Ensemble: two independent single-eye forward passes, patient-level average of OD+OS scores.",
"extra_args": ["--tower-mode", "ensemble"]
"extra_args": ["--hypertower-mode", "ensemble"]
},
{
"run_name": "phase4/bilateral",
"description": "BilateralHT: shared towers, concat OD+OS → learned joint projection MLP → classifier.",
"extra_args": ["--tower-mode", "bilateral"]
"extra_args": ["--hypertower-mode", "bilateral"]
},
{
"run_name": "phase4/siamese",
"description": "SiameseHT: shared backbone, mean+delta (asymmetry) representation → classifier.",
"extra_args": ["--tower-mode", "siamese"]
"extra_args": ["--hypertower-mode", "siamese"]
}
]
},
@@ -64,12 +64,12 @@
{
"run_name": "phase4/bilateral_loss_all",
"description": "BilateralHT with all-losses mode — joint training dynamics may differ from single-eye.",
"extra_args": ["--tower-mode", "bilateral", "--tower-loss-mode", "all"]
"extra_args": ["--hypertower-mode", "bilateral", "--tower-loss-mode", "all"]
},
{
"run_name": "phase4/siamese_loss_all",
"description": "SiameseHT with all-losses mode.",
"extra_args": ["--tower-mode", "siamese", "--tower-loss-mode", "all"]
"extra_args": ["--hypertower-mode", "siamese", "--tower-loss-mode", "all"]
}
]
}