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ContinualLearningConfig

trustformers_training::continual

Struct ContinualLearningConfig 

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pub struct ContinualLearningConfig {
    pub prevention_method: CatastrophicPreventionStrategy,
    pub boundary_detection: BoundaryDetectionConfig,
    pub memory_replay: Option<MemoryReplayConfig>,
    pub ewc: Option<EWCConfig>,
    pub progressive: Option<ProgressiveConfig>,
    pub max_tasks: usize,
    pub online_learning: bool,
}
Expand description

Configuration for continual learning

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§prevention_method: CatastrophicPreventionStrategy

Method for preventing catastrophic forgetting

§boundary_detection: BoundaryDetectionConfig

Task boundary detection configuration

§memory_replay: Option<MemoryReplayConfig>

Memory replay configuration

§ewc: Option<EWCConfig>

EWC configuration

§progressive: Option<ProgressiveConfig>

Progressive networks configuration

§max_tasks: usize

Maximum number of tasks to remember

§online_learning: bool

Whether to use online or offline learning

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impl Clone for ContinualLearningConfig

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fn clone(&self) -> ContinualLearningConfig

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 ContinualLearningConfig

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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 ContinualLearningConfig

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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 ContinualLearningConfig

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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 ContinualLearningConfig

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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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where T: Clone,

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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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Deserialize from JSON string
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Save to file
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Load from file
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