Struct Minibatch

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pub struct Minibatch {
    pub observations: Vec<f32>,
    pub actions: Vec<i64>,
    pub old_log_probs: Vec<f32>,
    pub old_values: Vec<f32>,
    pub advantages: Vec<f32>,
    pub returns: Vec<f32>,
    /* private fields */
}

Expand description

Minibatch data for training

Contains a subset of rollout data arranged for efficient training.

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§observations: Vec<f32>

Observations [batch_size * obs_dim]

§actions: Vec<i64>

Actions [batch_size]

§old_log_probs: Vec<f32>

Old log probabilities [batch_size]

§old_values: Vec<f32>

Old value estimates [batch_size]

§advantages: Vec<f32>

Advantages [batch_size]

§returns: Vec<f32>

Returns [batch_size]

Implementations§

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impl Minibatch

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pub fn size(&self) -> usize

Get batch size

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pub fn obs_shape(&self) -> (usize, usize)

Get observation shape for neural network input

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pub fn is_empty(&self) -> bool

Check if batch is empty

Trait Implementations§

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impl Clone for Minibatch

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fn clone(&self) -> Minibatch

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 Minibatch

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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 Minibatch

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<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> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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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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