| { |
| "model": "static-shape-v0", |
| "embedding_schema_version": "0.1.0", |
| "dimensions": 9227, |
| "blocks": { |
| "parameter_sum": { |
| "offset": 0, |
| "dimensions": 1 |
| }, |
| "geometric_moments": { |
| "offset": 1, |
| "dimensions": 10, |
| "names": [ |
| "log1p_functional_area_um2", |
| "log1p_functional_perimeter_um", |
| "log_functional_bbox_aspect_ratio", |
| "bitmap_occupancy_fraction", |
| "bitmap_centroid_x", |
| "bitmap_centroid_y", |
| "bitmap_mu20", |
| "bitmap_mu02", |
| "bitmap_mu11", |
| "bitmap_eccentricity" |
| ] |
| }, |
| "shape_bitmap": { |
| "offset": 11, |
| "dimensions": 9216, |
| "shape": [ |
| 96, |
| 96 |
| ], |
| "flatten_order": "row-major" |
| } |
| }, |
| "shape_rasterization": { |
| "resolution": [ |
| 96, |
| 96 |
| ], |
| "crop": "functional geometry bounds, aspect preserving, centered with 4-pixel margin", |
| "supersampling": 4, |
| "values": { |
| "conductor": 1.0, |
| "etch": -1.0, |
| "port": 0.5, |
| "background": 0.0 |
| }, |
| "excluded": "simulation-domain ground layer (1, 0)" |
| }, |
| "normalization": { |
| "parameter_mean": 119.12693904304129, |
| "parameter_std": 41.47948098628826, |
| "moment_mean": [ |
| 7.199095883714775, |
| 6.038557291097784, |
| -0.06114899487646157, |
| 0.3444617315897131, |
| 0.027325720598655186, |
| 0.001453481663011831, |
| 0.04410981652657115, |
| 0.03196827568718987, |
| -0.00023640558809321613, |
| 0.7251485793088448 |
| ], |
| "moment_std": [ |
| 0.9058000344121664, |
| 0.6270697679224184, |
| 0.7402350020741016, |
| 0.1290950058579193, |
| 0.05763537913270997, |
| 0.0021810992553648666, |
| 0.02303165066879144, |
| 0.014210240903499162, |
| 0.00040800322351881635, |
| 0.2101244913274543 |
| ], |
| "parameter": "tanh(z-score)", |
| "moments": "z-score, clipped to [-5, 5], then L2 normalized", |
| "shape": "signed bitmap, then L2 normalized", |
| "embedding": "concatenated blocks, then L2 normalized" |
| } |
| } |
|
|
