Struct SemanticResidentModelMemory 

pub struct SemanticResidentModelMemory {
    pub parent: SemanticPublishedIdentity,
    pub generations: (u64, u64, u64),
    pub numerical_state: (Identity256, Identity256),
    pub allocations: Vec<(DeviceAllocationProvenance, DlpackManagedTensor)>,
    pub storages: Vec<SemanticModelStorage>,
    pub views: Vec<(SemanticModelView, SemanticTensorLayout)>,
}

Direct read-only aliases of the selected resident neural bank. Each backing allocation is exported exactly once; storages, views and layouts preserve the producer’s original alias geometry. The acquired reader remains the use owner and therefore prevents reuse of this physical bank through final use.

Fields

parent: SemanticPublishedIdentity

generations: (u64, u64, u64)

Model generation, neural bank and neural generation.

numerical_state: (Identity256, Identity256)

Original storage/view geometry and sealed numerical contents.

allocations: Vec<(DeviceAllocationProvenance, DlpackManagedTensor)>

storages: Vec<SemanticModelStorage>

views: Vec<(SemanticModelView, SemanticTensorLayout)>