Struct TrainingResult 

pub struct TrainingResult {
    pub train_losses: Vec<f32>,
    pub val_losses: Vec<Option<f32>>,
    pub best_epoch: usize,
    pub best_val_loss: Option<f32>,
    pub epochs_trained: usize,
    pub final_train_loss: f32,
}

Summary of a completed training run.

Fields

train_losses: Vec<f32>

Train loss at the end of every epoch.

val_losses: Vec<Option<f32>>

Validation loss at the end of every epoch (None if no validation set).

best_epoch: usize

Index of the epoch that produced the best validation loss.

best_val_loss: Option<f32>

The best validation loss observed, or None if no validation was run.

epochs_trained: usize

Number of epochs actually trained (may be less than max_epochs due to early stopping).

final_train_loss: f32

Training loss on the final epoch.

Trait Implementations

impl Clone for TrainingResult

fn clone(&self) -> TrainingResult

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for TrainingResult

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for TrainingResult

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for TrainingResult

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.