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GraphStatistics

trustformers_debug::computation_graph

Struct GraphStatistics 

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pub struct GraphStatistics {
    pub nodes_by_type: HashMap<OperationType, usize>,
    pub average_fan_in: f64,
    pub average_fan_out: f64,
    pub diameter: usize,
    pub clustering_coefficient: f64,
    pub strongly_connected_components: usize,
}
Expand description

Graph statistics

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§nodes_by_type: HashMap<OperationType, usize>

Number of nodes by operation type

§average_fan_in: f64

Average node fan-in

§average_fan_out: f64

Average node fan-out

§diameter: usize

Graph diameter (longest shortest path)

§clustering_coefficient: f64

Clustering coefficient

§strongly_connected_components: usize

Number of strongly connected components

Trait Implementations§

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impl Clone for GraphStatistics

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fn clone(&self) -> GraphStatistics

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for GraphStatistics

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

Formats the value using the given formatter. Read more
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impl<'de> Deserialize<'de> for GraphStatistics

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for GraphStatistics

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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

🔬This is a nightly-only experimental API. (clone_to_uninit)
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fn to_json(&self) -> Result<String, TrustformersError>

Serialize to JSON string
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Save to file
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Load from file
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