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WeightAnalysis

trustformers_debug::weight_analyzer

Struct WeightAnalysis 

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pub struct WeightAnalysis {
    pub layer_name: String,
    pub statistics: WeightStatistics,
    pub dead_neurons: Vec<usize>,
    pub histogram: WeightHistogram,
    pub likely_init_scheme: Option<InitializationScheme>,
    pub init_warnings: Vec<String>,
}
Expand description

Analysis results for a layer’s weights

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§layer_name: String

Layer name

§statistics: WeightStatistics

Weight statistics

§dead_neurons: Vec<usize>

Dead neurons detected

§histogram: WeightHistogram

Histogram data

§likely_init_scheme: Option<InitializationScheme>

Likely initialization scheme

§init_warnings: Vec<String>

Initialization warnings

Trait Implementations§

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impl Clone for WeightAnalysis

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fn clone(&self) -> WeightAnalysis

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 WeightAnalysis

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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 WeightAnalysis

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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 WeightAnalysis

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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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