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hypertower/v4/scripts/experiments/convnext/baseline_convnextv2_tiny.json
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rpotter6298 280060db82 Add new regression and ensemble experiment configurations for V2-M and OrthoBridge
- Introduced multiple regression experiment configurations targeting vf_md, including:
  - cd_solo_reg_set.json: CD tower only regression setup.
  - img_solo_reg_set.json: Image tower only regression setup.
  - reg_head_epoch_sweep.json: Baseline regression sweeps at different epochs (50, 75, 100).
  - reg_head_set.json: Various regression setups including baseline and OrthoBridge configurations.
  - single_eye_reg.json: Single-eye regression setup for worst-eye aggregation analysis.

- Added ensemble configurations for OrthoBridge with different inner bridges:
  - ortho_alts_ensemble.json: Ensemble tests with ConcatBridge, PairwiseAdditiveBridge, and GatedAdditiveBridge.
  - ortho_alts_tritower.json: Tritower tests with the same inner bridges.

- Created V2-M specific configurations:
  - baseline_reg_nt50.json: Regression baseline with V2-M backbone.
  - geom_vec_gt.json and geom_vec_unet.json: Geometry vector injection experiments with V2-M.
  - single_l1_bridges.json: Single-eye ensemble experiments with various bridge types.
  - tritower_geom_gt.json: Tritower setup with GT contour-rasterized masks.

- Promoted existing experiments to higher repetitions for robustness.
2026-06-11 15:08:20 +02:00

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JSON

[
{
"_note": "ConvNeXt-V2-Tiny vs the resnet50/refugelike img backbone. Otherwise identical to experiments/tri_v1/baseline_ensemble — same ensemble_fused base, binary classification, hb eval.",
"run_name": "experiments/convnext/baseline_convnextv2_tiny",
"reps": 10,
"tower_overrides": {
"img": {
"args": {
"backbone": "convnextv2_tiny",
"freeze_ratio": 0.0
}
}
}
}
]