feat(core/desktop): single-layer auto-tune loop (#89) - #90
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Parameterize L3/L4 from configs/tune YAML, random/grid search minimizing layer IoU loss against edit-as-GT, apply best to runtime store, CLI and API endpoints, and desktop controls to tune / apply / re-run from L2.
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Summary
Closes the single-layer fit loop for #89 (L3 first):
?? ? ??? GT ? ?? ? ???? ? ?? ? ???Core
configs/tune/default + search spaces (L3/L4)app/tuning/: params store,match_boxes/layer_loss,tune_layerrandom/grid search with seed & budget/v1/evaluation/tune-layer[/upload],params/apply|reset|GETscripts/tune_layer.pyDesktop
Tests
test_tuning_layer.py(match, loss, reproducible search, param effect)Test plan
Closes #89