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DistributedTrainingSample

oxirs_embed::distributed_training

Struct DistributedTrainingSample 

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pub struct DistributedTrainingSample {
    pub features: Vec<f64>,
    pub label: f64,
    pub weight: Option<f64>,
}
Expand description

A training sample for data-parallel distribution.

Deliberately kept generic so it can represent any supervised/self-supervised sample.

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§features: Vec<f64>

Numeric feature vector for this sample.

§label: f64

Scalar label or target value.

§weight: Option<f64>

Optional sample weight (defaults to 1.0 if None).

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impl DistributedTrainingSample

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pub fn new(features: Vec<f64>, label: f64) -> Self

Create a new sample with equal weight.

Trait Implementations§

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impl Clone for DistributedTrainingSample

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fn clone(&self) -> DistributedTrainingSample

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 DistributedTrainingSample

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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 DistributedTrainingSample

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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 DistributedTrainingSample

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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)
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