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AdvancedMixedPrecisionConfig

trustformers_training::mixed_precision

Struct AdvancedMixedPrecisionConfig 

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pub struct AdvancedMixedPrecisionConfig {
    pub base_config: MixedPrecisionConfig,
    pub enable_dynamic_scaling: bool,
    pub enable_per_layer_scaling: bool,
    pub enable_auto_precision: bool,
    pub min_precision: String,
    pub max_precision: String,
    pub precision_adaptation_rate: f32,
    pub memory_threshold: f32,
    pub performance_threshold: f32,
}
Expand description

Advanced mixed precision training enhancements

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§base_config: MixedPrecisionConfig

Base mixed precision config

§enable_dynamic_scaling: bool

Enable dynamic loss scaling

§enable_per_layer_scaling: bool

Enable gradient scaling per layer

§enable_auto_precision: bool

Enable automatic precision selection

§min_precision: String

Minimum precision (fp16, bf16, fp32)

§max_precision: String

Maximum precision (fp16, bf16, fp32)

§precision_adaptation_rate: f32

Precision adaptation rate

§memory_threshold: f32

Memory usage threshold for precision switching

§performance_threshold: f32

Performance threshold for precision switching

Trait Implementations§

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impl Clone for AdvancedMixedPrecisionConfig

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fn clone(&self) -> AdvancedMixedPrecisionConfig

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 AdvancedMixedPrecisionConfig

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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 AdvancedMixedPrecisionConfig

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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 AdvancedMixedPrecisionConfig

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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 AdvancedMixedPrecisionConfig

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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)
Performs copy-assignment from self to dest. Read more
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impl<T> ConfigSerializable for T
where T: Serialize + for<'de> Deserialize<'de>,

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

Serialize to JSON string
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