LocalTrainingStats

oxirs_embed::federated_learning::participant

Struct LocalTrainingStats 

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pub struct LocalTrainingStats {
    pub epochs_completed: usize,
    pub training_time_seconds: f64,
    pub local_loss: f64,
    pub local_accuracy: f64,
    pub samples_used: usize,
    pub gradient_norm: f64,
    pub resource_utilization: ResourceUtilization,
}
Expand description

Local training statistics for a participant

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§epochs_completed: usize

Local training epochs completed

§training_time_seconds: f64

Local training time (seconds)

§local_loss: f64

Local loss values

§local_accuracy: f64

Local accuracy

§samples_used: usize

Number of samples used

§gradient_norm: f64

Gradient norm

§resource_utilization: ResourceUtilization

Resource utilization

Trait Implementations§

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impl Clone for LocalTrainingStats

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fn clone(&self) -> LocalTrainingStats

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 LocalTrainingStats

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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<'de> Deserialize<'de> for LocalTrainingStats

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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 LocalTrainingStats

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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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