GradientDistribution

trustformers_debug::gradient_debugger::enhanced_analysis

Struct GradientDistribution 

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pub struct GradientDistribution {
    pub mean_gradient_norm: f64,
    pub gradient_variance: f64,
    pub gradient_skewness: f64,
    pub gradient_kurtosis: f64,
    pub layer_gradient_ratios: HashMap<String, f64>,
    pub distribution_type: DistributionType,
}
Expand description

Distribution of gradients across the network

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§mean_gradient_norm: f64§gradient_variance: f64§gradient_skewness: f64§gradient_kurtosis: f64§layer_gradient_ratios: HashMap<String, f64>§distribution_type: DistributionType

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impl Clone for GradientDistribution

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fn clone(&self) -> GradientDistribution

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 GradientDistribution

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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 GradientDistribution

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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 GradientDistribution

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