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ArchitectureSensitivity

trustformers_debug::advanced_ml_debugging

Struct ArchitectureSensitivity 

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pub struct ArchitectureSensitivity {
    pub depth_sensitivity: ArchitecturalSensitivity,
    pub width_sensitivity: ArchitecturalSensitivity,
    pub attention_head_sensitivity: ArchitecturalSensitivity,
    pub skip_connection_sensitivity: ArchitecturalSensitivity,
    pub component_importance: HashMap<String, f64>,
    pub bottlenecks: Vec<ArchitecturalBottleneck>,
}
Expand description

Architecture sensitivity analysis

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§depth_sensitivity: ArchitecturalSensitivity

Layer depth sensitivity

§width_sensitivity: ArchitecturalSensitivity

Layer width sensitivity

§attention_head_sensitivity: ArchitecturalSensitivity

Attention head sensitivity

§skip_connection_sensitivity: ArchitecturalSensitivity

Skip connection sensitivity

§component_importance: HashMap<String, f64>

Architectural component importance

§bottlenecks: Vec<ArchitecturalBottleneck>

Architectural bottlenecks

Trait Implementations§

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impl Clone for ArchitectureSensitivity

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fn clone(&self) -> ArchitectureSensitivity

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 ArchitectureSensitivity

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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 ArchitectureSensitivity

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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 ArchitectureSensitivity

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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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