Struct ModelCheckpoint

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pub struct ModelCheckpoint {
    pub model_type: String,
    pub weights: ModelWeights,
    pub optimizer_state: Option<OptimizerState>,
    pub training_history: TrainingHistory,
    pub current_epoch: usize,
    pub metadata: CheckpointMetadata,
    pub version: String,
}

Expand description

Complete model checkpoint

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§model_type: String

Model architecture identifier

§weights: ModelWeights

Model weights and biases

§optimizer_state: Option<OptimizerState>

Optimizer state

§training_history: TrainingHistory

Training history

§current_epoch: usize

Current epoch

§metadata: CheckpointMetadata

Checkpoint metadata

§version: String

Model version

Implementations§

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impl ModelCheckpoint

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pub fn new( model_type: String, weights: ModelWeights, current_epoch: usize, ) -> Self

Create new model checkpoint

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pub fn with_optimizer(self, optimizer_state: OptimizerState) -> Self

Add optimizer state

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pub fn with_history(self, training_history: TrainingHistory) -> Self

Add training history

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pub fn with_metadata(self, metadata: CheckpointMetadata) -> Self

Add metadata

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pub fn validate(&self) -> NeuralResult<()>

Validate checkpoint consistency

Trait Implementations§

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impl Clone for ModelCheckpoint

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fn clone(&self) -> ModelCheckpoint

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more

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impl Debug for ModelCheckpoint

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl UnwindSafe for ModelCheckpoint

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

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impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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impl<T> CloneToUninit for T
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> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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