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Batch

Struct Batch 

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pub struct Batch<'a> { /* private fields */ }
Expand description

A contiguous dataset batch view.

inputs and targets are flat row-major buffers.

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impl<'a> Batch<'a>

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pub fn len(&self) -> usize

Returns the number of samples in this batch.

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pub fn is_empty(&self) -> bool

Returns true if this batch is empty.

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pub fn input_dim(&self) -> usize

Returns the per-sample input dimension.

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pub fn target_dim(&self) -> usize

Returns the per-sample target dimension.

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pub fn inputs_flat(&self) -> &'a [f32]

Returns the contiguous flat inputs buffer.

Shape: (len * input_dim,).

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pub fn targets_flat(&self) -> &'a [f32]

Returns the contiguous flat targets buffer.

Shape: (len * target_dim,).

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pub fn input(&self, idx: usize) -> &'a [f32]

Returns the idx-th input row (shape: (input_dim,)).

Panics if idx >= len.

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pub fn target(&self, idx: usize) -> &'a [f32]

Returns the idx-th target row (shape: (target_dim,)).

Panics if idx >= len.

Trait Implementations§

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impl<'a> Clone for Batch<'a>

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fn clone(&self) -> Batch<'a>

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<'a> Debug for Batch<'a>

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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<'a> Copy for Batch<'a>

Auto Trait Implementations§

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impl<'a> Freeze for Batch<'a>

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impl<'a> RefUnwindSafe for Batch<'a>

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impl<'a> Send for Batch<'a>

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impl<'a> Sync for Batch<'a>

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impl<'a> Unpin for Batch<'a>

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impl<'a> UnwindSafe for Batch<'a>

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, U> Into<U> 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> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V