Struct GnnStats

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pub struct GnnStats {
    pub num_nodes: usize,
    pub num_edges: usize,
    pub avg_degree: f64,
    pub feature_dim: usize,
    pub output_dim: usize,
    pub trained_iterations: u64,
}

Expand description

Snapshot of graph and model statistics.

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§num_nodes: usize

Number of nodes currently in the graph.

§num_edges: usize

Number of directed edges (2 per undirected edge).

§avg_degree: f64

Average out-degree across all nodes.

§feature_dim: usize

Dimension of the raw node feature vectors.

§output_dim: usize

Dimensionality of the final embedding (output of last layer, or feature dim if there are no layers).

§trained_iterations: u64

Total number of message-passing rounds executed via GraphNeuralNetwork::forward.

Trait Implementations§

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impl Clone for GnnStats

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fn clone(&self) -> GnnStats

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

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impl Debug for GnnStats

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl UnwindSafe for GnnStats

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

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impl<T> From<T> for T

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