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AdaptiveClippingConfig

trustformers_optim::gradient_processing

Struct AdaptiveClippingConfig 

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pub struct AdaptiveClippingConfig {
    pub initial_clip_norm: f32,
    pub min_clip_norm: f32,
    pub max_clip_norm: f32,
    pub adaptation_rate: f32,
    pub target_percentile: f32,
    pub history_window: usize,
}
Expand description

Configuration for adaptive gradient clipping.

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§initial_clip_norm: f32

Initial clipping threshold

§min_clip_norm: f32

Minimum clipping threshold

§max_clip_norm: f32

Maximum clipping threshold

§adaptation_rate: f32

Adaptation rate

§target_percentile: f32

Target gradient norm percentile

§history_window: usize

History window size for computing statistics

Trait Implementations§

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impl Clone for AdaptiveClippingConfig

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fn clone(&self) -> AdaptiveClippingConfig

Returns a duplicate of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

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

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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 AdaptiveClippingConfig

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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 AdaptiveClippingConfig

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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 AdaptiveClippingConfig

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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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fn to_json(&self) -> Result<String, TrustformersError>

Serialize to JSON string
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