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      "Gram": [
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      "max_absolute_error_vs_RBF": 0.1831011226414506
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  ],
  "wrong_no_normalization_diagonal": [
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    4.0,
    4.0
  ],
  "new_query_same_map_crossGram": [
    [
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  ],
  "invalid_cases_rejected": [
    "int64_min_frequency",
    "int64_max_frequency",
    "lengthscale_zero",
    "lengthscale_nonfinite",
    "bool_frequencies",
    "empty",
    "bool",
    "nonfinite_x",
    "shape",
    "nonfinite_omega",
    "freq_budget"
  ],
  "numpy_version": "2.3.5",
  "scope": "Pairedcos/sin2D featurecoordinates, not randomphaseD variant. Same64frequencies fixed before all Ds/query. Error on one fixture nonmonotonic, no universal bound/highaccuracy/modeltraining/wholepaper benchmark."
}