MixedPrecisionConfig

oxirs_embed::mixed_precision

Struct MixedPrecisionConfig 

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pub struct MixedPrecisionConfig {
    pub enabled: bool,
    pub init_scale: f32,
    pub scale_growth_factor: f32,
    pub scale_backoff_factor: f32,
    pub scale_growth_interval: usize,
    pub dynamic_loss_scale: bool,
    pub grad_clip_threshold: f32,
    pub gradient_accumulation: bool,
    pub accumulation_steps: usize,
}
Expand description

Mixed precision training configuration

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§enabled: bool

Enable mixed precision training

§init_scale: f32

Initial loss scale factor

§scale_growth_factor: f32

Scale factor growth rate

§scale_backoff_factor: f32

Backoff factor when overflow detected

§scale_growth_interval: usize

Number of successful steps before increasing scale

§dynamic_loss_scale: bool

Use dynamic loss scaling

§grad_clip_threshold: f32

Gradient clipping threshold

§gradient_accumulation: bool

Enable gradient accumulation

§accumulation_steps: usize

Number of steps to accumulate gradients

Trait Implementations§

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impl Clone for MixedPrecisionConfig

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fn clone(&self) -> MixedPrecisionConfig

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 MixedPrecisionConfig

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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 MixedPrecisionConfig

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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 MixedPrecisionConfig

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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 MixedPrecisionConfig

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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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