Expand static v0 embeddings for generalized NCap Q3D sweep

Regenerates the full 24,106-layout static-shape-v0 catalogue with shared normalization and adds the q3d_cap generalized-capacitor layouts.

README.md

@@ -16,7 +16,7 @@ tags:
 - computer-vision
 pretty_name: SQuADDS Layout Embeddings
 size_categories:
-- 1K<n<10K
+- 10K<n<100K
 ---
 
 <center>
@@ -25,7 +25,7 @@ size_categories:
 
 # SQuADDS Layout Embeddings
 
-Versioned layout representations for the 7,727 GDS artifacts in
+Versioned layout representations for the 24,106 GDS artifacts in
 [SQuADDS/SQuADDS_Layouts](https://huggingface.co/datasets/SQuADDS/SQuADDS_Layouts).
 
 ## Static embedding model `v0`
@@ -63,7 +63,7 @@ statistics, and source schema are frozen in
 
 | Component | Embeddings |
 | --- | ---: |
-| `GeneralizedCapNInterdigital` | 3,683 |
+| `GeneralizedCapNInterdigital` | 20,062 |
 | `CapNInterdigitalTee` | 894 |
 | `CavityClawRouteMeander` | 1,216 |
 | `TransmonCross` | 1,934 |

metadata/static-embedding-v0.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2906181026db4d2de42f0c9a06d7a76635831d846e6cea9080549d3b3691d530
-size 43406616
+oid sha256:4511d820fa2fe3fcd90a0d35c0e89e61047fb80aec5af9182d45f5ea2706f6e4
+size 74418617

metadata/static-embedding-v0.schema.json

@@ -49,31 +49,31 @@
     "excluded": "simulation-domain ground layer (1, 0)"
   },
   "normalization": {
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-    "parameter_std": 1452.0982784019416,
+    "parameter_mean": 341.3981965955698,
+    "parameter_std": 867.4239842516337,
     "moment_mean": [
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-      5.5203095922678295e-05,
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+      7.7801819406323265,
+      6.502637244988525,
+      0.07048602809152436,
+      0.32053440673915906,
+      0.014431057708888933,
+      0.0040826806348275395,
+      0.046262563887785144,
+      0.02951256348409475,
+      -0.0001547993144423334,
+      0.7514288381372038
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     "moment_std": [
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-      1.5977142258826054,
-      0.7178226519712876,
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+      0.02105482563282042,
+      0.01573011502221041,
+      0.0007823689518411512,
+      0.19325385936838735
     ],
     "parameter": "tanh(z-score)",
     "moments": "z-score, clipped to [-5, 5], then L2 normalized",