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

Reference to a TensorBlock

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impl<'a> TensorBlockRef<'a>

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pub fn data(&'a self) -> TensorBlockData<'a>

Get all the data and metadata inside this TensorBlockRef as a struct with separate fields, to allow borrowing them separately.

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pub fn values(&self) -> ArrayRef<'a>

Get the array for the values in this block

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pub fn samples(&self) -> Labels

Get the samples for this block

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pub fn components(&self) -> Vec<Labels>

Get the components for this block

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pub fn properties(&self) -> Labels

Get the properties for this block

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pub fn gradient_list(&self) -> Vec<&'a str>

Get the full list of gradients in this block

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pub fn gradient(&self, parameter: &str) -> Option<TensorBlockRef<'a>>

Get the data and metadata for the gradient with respect to the given parameter in this block, if it exists.

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pub fn try_clone(&self) -> Result<TensorBlock, Error>

Clone this block, cloning all the data and metadata contained inside.

This can fail if the external data held inside an mts_array_t can not be cloned.

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pub fn gradients(&self) -> GradientsIter<'_>

Get an iterator over parameter/TensorBlockRef pairs for all gradients in this block

Trait Implementations§

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impl<'a> Clone for TensorBlockRef<'a>

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

Returns a copy 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 TensorBlockRef<'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 TensorBlockRef<'a>

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impl<'a> Send for TensorBlockRef<'a>

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impl<'a> Sync for TensorBlockRef<'a>

Auto Trait Implementations§

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impl<'a> RefUnwindSafe for TensorBlockRef<'a>

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impl<'a> Unpin for TensorBlockRef<'a>

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impl<'a> UnwindSafe for TensorBlockRef<'a>

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impl<T> Any for Twhere 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 Twhere 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 Twhere 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> 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 Twhere 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 Twhere 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 Twhere 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 Twhere 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.