Trait half::vec::HalfFloatVecExt

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pub trait HalfFloatVecExt: SealedHalfFloatVec {
    // Required methods
    fn reinterpret_into(self) -> Vec<u16>;
    fn from_f32_slice(slice: &[f32]) -> Self;
    fn from_f64_slice(slice: &[f64]) -> Self;
}
Expand description

Extensions to Vec<f16> and Vec<bf16> to support reinterpret operations.

This trait is sealed and cannot be implemented outside of this crate.

Required Methods§

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fn reinterpret_into(self) -> Vec<u16>

Reinterprets a vector of [f16]or bf16 numbers as a vector of u16 bits.

This is a zero-copy operation. The reinterpreted vector has the same memory location as self.

§Examples
let float_buffer = vec![f16::from_f32(1.), f16::from_f32(2.), f16::from_f32(3.)];
let int_buffer = float_buffer.reinterpret_into();

assert_eq!(int_buffer, [f16::from_f32(1.).to_bits(), f16::from_f32(2.).to_bits(), f16::from_f32(3.).to_bits()]);
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fn from_f32_slice(slice: &[f32]) -> Self

Converts all of the elements of a [f32] slice into a new [f16] or bf16 vector.

The conversion operation is vectorized over the slice, meaning the conversion may be more efficient than converting individual elements on some hardware that supports SIMD conversions. See crate documentation for more information on hardware conversion support.

§Examples
let float_values = [1., 2., 3., 4.];
let vec: Vec<f16> = Vec::from_f32_slice(&float_values);

assert_eq!(vec, vec![f16::from_f32(1.), f16::from_f32(2.), f16::from_f32(3.), f16::from_f32(4.)]);
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fn from_f64_slice(slice: &[f64]) -> Self

Converts all of the elements of a [f64] slice into a new [f16] or bf16 vector.

The conversion operation is vectorized over the slice, meaning the conversion may be more efficient than converting individual elements on some hardware that supports SIMD conversions. See crate documentation for more information on hardware conversion support.

§Examples
let float_values = [1., 2., 3., 4.];
let vec: Vec<f16> = Vec::from_f64_slice(&float_values);

assert_eq!(vec, vec![f16::from_f64(1.), f16::from_f64(2.), f16::from_f64(3.), f16::from_f64(4.)]);

Object Safety§

This trait is not object safe.

Implementations on Foreign Types§

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impl HalfFloatVecExt for Vec<bf16>

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fn reinterpret_into(self) -> Vec<u16>

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fn from_f32_slice(slice: &[f32]) -> Self

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fn from_f64_slice(slice: &[f64]) -> Self

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impl HalfFloatVecExt for Vec<f16>

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fn reinterpret_into(self) -> Vec<u16>

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fn from_f32_slice(slice: &[f32]) -> Self

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fn from_f64_slice(slice: &[f64]) -> Self

Implementors§