Struct tensorflow::BFloat16

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pub struct BFloat16(_);
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BFloat16 provides a Rust type for BFloat16. Note that this is not the same as half::f16. BFloat16 is not an IEEE-754 16-bit float. See https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/framework/bfloat16.h for details.

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impl Clone for BFloat16

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fn clone(&self) -> BFloat16

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 Debug for BFloat16

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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 Default for BFloat16

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fn default() -> BFloat16

Returns the “default value” for a type. Read more
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impl Display for BFloat16

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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 From<BFloat16> for f32

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fn from(bfloat: BFloat16) -> f32

Converts to this type from the input type.
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impl From<f32> for BFloat16

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fn from(value: f32) -> Self

Converts to this type from the input type.
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impl PartialEq<BFloat16> for BFloat16

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fn eq(&self, other: &BFloat16) -> bool

This method tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl PartialOrd<BFloat16> for BFloat16

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fn partial_cmp(&self, other: &BFloat16) -> Option<Ordering>

This method returns an ordering between self and other values if one exists. Read more
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fn lt(&self, other: &Rhs) -> bool

This method tests less than (for self and other) and is used by the < operator. Read more
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fn le(&self, other: &Rhs) -> bool

This method tests less than or equal to (for self and other) and is used by the <= operator. Read more
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fn gt(&self, other: &Rhs) -> bool

This method tests greater than (for self and other) and is used by the > operator. Read more
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fn ge(&self, other: &Rhs) -> bool

This method tests greater than or equal to (for self and other) and is used by the >= operator. Read more
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impl TensorType for BFloat16

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fn data_type() -> DataType

Returns the DataType that corresponds to this type.
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fn zero() -> Self

Returns the zero value.
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fn one() -> Self

Returns the one value.
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fn is_repr_c() -> bool

Return true if the data has the same representation in C and Rust and can be written/read directly.
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fn unpack(_data: &[u8], _count: usize) -> Result<Vec<Self>>

Unpacks data from C. Returns an error if is_repr_c() is true for this type or some other error occurred.
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fn pack(_data: &[Self], _dims: &[u64]) -> Result<*mut TF_Tensor>

Packs data for sending to C. Returns an error if is_repr_c() returns true for this type or some other error occurred.
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impl Copy for BFloat16

Auto Trait Implementations§

Blanket Implementations§

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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> ExprImpl<T> for Twhere T: TensorType,

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fn op_level(&self) -> OpLevel

Returns the precedence level for this operator.
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fn children(&self) -> Vec<Box<dyn AnyExpr + 'static, Global>, Global>

Returns the child expressions. Read more
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fn create_operation( &self, graph: &mut Graph, _children: &[Operation], id_gen: &mut dyn FnMut() -> String ) -> Result<Operation, Status>

Creates an operation for the expression. Read more
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fn derivative_by_variable(&self, _var: &str) -> Result<Expr<T>, Status>

Returns the derivative of the expression with respect to the given variable.
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fn shape_hint(&self) -> ShapeHint<'_>

Returns a hint about the expression’s shape.
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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> ToString for Twhere T: Display + ?Sized,

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default fn to_string(&self) -> String

Converts the given value to a String. Read more
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impl<'a, T> ToTensorHandle<'a> for Twhere T: TensorType,

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fn to_handle(&self, ctx: &'a Context) -> Result<TensorHandle<'a>, Status>

Convert a Tensor or values into a new TensorHandle.
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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.