| { |
| "model": "universal-geometry-v1", |
| "embedding_schema_version": "1.1.0", |
| "dimensions": 1024, |
| "input_contract": { |
| "required": [ |
| "GDSII geometry", |
| "layout-tool design parameter mapping" |
| ], |
| "layer_roles": [ |
| "conductor", |
| "etch", |
| "port" |
| ], |
| "foreign_layouts": "provide a (layer, datatype) to role mapping; unspecified non-domain layers fall back to conductor", |
| "simulation_results_used": false |
| }, |
| "blocks": { |
| "geometry_metrics": { |
| "offset": 0, |
| "dimensions": 32, |
| "values": [ |
| "log1p_total_area_um2", |
| "log1p_total_perimeter_um", |
| "log1p_bbox_width_um", |
| "log1p_bbox_height_um", |
| "log_bbox_aspect_ratio", |
| "total_occupancy", |
| "conductor_occupancy", |
| "etch_occupancy", |
| "port_occupancy", |
| "centroid_x", |
| "centroid_y", |
| "mu20", |
| "mu02", |
| "mu11", |
| "eccentricity", |
| "horizontal_symmetry", |
| "vertical_symmetry", |
| "log1p_polygon_count", |
| "log1p_vertex_count", |
| "log1p_layer_count", |
| "log1p_conductor_area_um2", |
| "log1p_etch_area_um2", |
| "log1p_port_area_um2", |
| "log1p_conductor_perimeter_um", |
| "log1p_etch_perimeter_um", |
| "log1p_port_perimeter_um", |
| "conductor_centroid_x", |
| "conductor_centroid_y", |
| "etch_centroid_x", |
| "etch_centroid_y", |
| "port_centroid_x", |
| "port_centroid_y" |
| ], |
| "availability": "stored as row metadata; excluded from cosine distance" |
| }, |
| "multiscale_shape": { |
| "offset": 32, |
| "dimensions": 768, |
| "channels": [ |
| "signed_functional_material", |
| "signed_distance_to_functional_boundary" |
| ], |
| "raster_resolution": [ |
| 96, |
| 96 |
| ], |
| "candidate_transform": "orthonormal 2D DCT over the lowest 96x96 frequencies of each channel", |
| "selection": "largest reference-catalogue variance; simulation targets are not used", |
| "selected_frequencies": [ |
| { |
| "channel": "signed_functional_material", |
| "row_frequency": 0, |
| "column_frequency": 0 |
| }, |
| { |
| "channel": "signed_functional_material", |
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| "column_frequency": 2 |
| }, |
| { |
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| "column_frequency": 4 |
| }, |
| { |
| "channel": "signed_functional_material", |
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| "column_frequency": 6 |
| }, |
| { |
| "channel": "signed_functional_material", |
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| "column_frequency": 8 |
| }, |
| { |
| "channel": "signed_functional_material", |
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| "column_frequency": 10 |
| }, |
| { |
| "channel": "signed_functional_material", |
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| "column_frequency": 12 |
| }, |
| { |
| "channel": "signed_functional_material", |
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| }, |
| { |
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| }, |
| { |
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| }, |
| { |
| "channel": "signed_functional_material", |
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| }, |
| { |
| "channel": "signed_functional_material", |
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| }, |
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| }, |
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| }, |
| { |
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| }, |
| { |
| "channel": "signed_functional_material", |
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| { |
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| { |
| "channel": "signed_functional_material", |
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| { |
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| }, |
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| }, |
| { |
| "channel": "signed_functional_material", |
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| }, |
| { |
| "channel": "signed_functional_material", |
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| }, |
| { |
| "channel": "signed_functional_material", |
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| }, |
| { |
| "channel": "signed_functional_material", |
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| }, |
| { |
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| { |
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| { |
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| { |
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| }, |
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| "channel": "signed_functional_material", |
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| "channel": "signed_functional_material", |
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| "channel": "signed_functional_material", |
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| { |
| "channel": "signed_functional_material", |
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| }, |
| { |
| "channel": "signed_functional_material", |
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| "shape_whitening_power": 0.5, |
| "metrics": "available values z-scored and clipped to [-6, 6]", |
| "shape": "selected coefficients centered, partially whitened, and L2 normalized", |
| "controls": "per-parameter z-scores accumulated by stable parameter-name hash", |
| "block_weights": { |
| "geometry_metrics": 0.1, |
| "multiscale_shape": 0.55, |
| "parameter_controls": 0.45 |
| }, |
| "blocks": "each block L2 normalized, weighted, concatenated, and L2 normalized", |
| "parameter_statistics": { |
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| }, |
| "north_west_spine_radius": { |
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| "orientation": { |
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| "pos_x": { |
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| }, |
| "pos_y": { |
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| }, |
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| }, |
| "south_cpw_gap": { |
| "mean": 2.0, |
| "standard_deviation": 1e-08 |
| }, |
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| }, |
| "south_east_spine_etch_radius": { |
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| }, |
| "south_east_spine_radius": { |
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| }, |
| "south_gap_ground": { |
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| "standard_deviation": 1e-08 |
| }, |
| "south_west_spine_radius": { |
| "mean": 1.0, |
| "standard_deviation": 1e-08 |
| }, |
| "west_gap_ground": { |
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| } |
| } |
| }, |
| "invariances": { |
| "translation": "geometry is cropped to functional bounds and centered", |
| "scale": "shape block is scale invariant; metric block retains physical dimensions", |
| "parameter_order": "sorted traversal and commutative hashed accumulation" |
| } |
| } |
|
|