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GradientStatistics

torsh_hub::debugging

Struct GradientStatistics 

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pub struct GradientStatistics {
    pub norm: f32,
    pub mean: f32,
    pub std: f32,
    pub max: f32,
    pub min: f32,
    pub zero_count: usize,
    pub sparsity: f32,
}
Expand description

Gradient statistics

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§norm: f32

Gradient norm

§mean: f32

Mean gradient

§std: f32

Gradient standard deviation

§max: f32

Maximum gradient value

§min: f32

Minimum gradient value

§zero_count: usize

Number of zero gradients

§sparsity: f32

Gradient sparsity

Trait Implementations§

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impl Clone for GradientStatistics

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fn clone(&self) -> GradientStatistics

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 GradientStatistics

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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 Default for GradientStatistics

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for GradientStatistics

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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 GradientStatistics

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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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