| //! A crate that provides support for half-precision 16-bit floating point types. |
| //! |
| //! This crate provides the [`f16`] type, which is an implementation of the IEEE 754-2008 standard |
| //! [`binary16`] a.k.a `half` floating point type. This 16-bit floating point type is intended for |
| //! efficient storage where the full range and precision of a larger floating point value is not |
| //! required. This is especially useful for image storage formats. |
| //! |
| //! This crate also provides a [`bf16`] type, an alternative 16-bit floating point format. The |
| //! [`bfloat16`] format is a truncated IEEE 754 standard `binary32` float that preserves the |
| //! exponent to allow the same range as [`f32`] but with only 8 bits of precision (instead of 11 |
| //! bits for [`f16`]). See the [`bf16`] type for details. |
| //! |
| //! Because [`f16`] and [`bf16`] are primarily for efficient storage, floating point operations such |
| //! as addition, multiplication, etc. are not implemented by hardware. While this crate does provide |
| //! the appropriate trait implementations for basic operations, they each convert the value to |
| //! [`f32`] before performing the operation and then back afterward. When performing complex |
| //! arithmetic, manually convert to and from [`f32`] before and after to reduce repeated conversions |
| //! for each operation. |
| //! |
| //! This crate also provides a [`slice`][mod@slice] module for zero-copy in-place conversions of |
| //! [`u16`] slices to both [`f16`] and [`bf16`], as well as efficient vectorized conversions of |
| //! larger buffers of floating point values to and from these half formats. |
| //! |
| //! The crate uses `#[no_std]` by default, so can be used in embedded environments without using the |
| //! Rust [`std`] library. A `std` feature to enable support for the standard library is available, |
| //! see the [Cargo Features](#cargo-features) section below. |
| //! |
| //! A [`prelude`] module is provided for easy importing of available utility traits. |
| //! |
| //! # Cargo Features |
| //! |
| //! This crate supports a number of optional cargo features. None of these features are enabled by |
| //! default, even `std`. |
| //! |
| //! - **`use-intrinsics`** -- Use [`core::arch`] hardware intrinsics for `f16` and `bf16` conversions |
| //! if available on the compiler target. This feature currently only works on nightly Rust |
| //! until the corresponding intrinsics are stabilized. |
| //! |
| //! When this feature is enabled and the hardware supports it, the functions and traits in the |
| //! [`slice`][mod@slice] module will use vectorized SIMD intructions for increased efficiency. |
| //! |
| //! By default, without this feature, conversions are done only in software, which will also be |
| //! the fallback if the target does not have hardware support. Note that without the `std` |
| //! feature enabled, no runtime CPU feature detection is used, so the hardware support is only |
| //! compiled if the compiler target supports the CPU feature. |
| //! |
| //! - **`alloc`** -- Enable use of the [`alloc`] crate when not using the `std` library. |
| //! |
| //! Among other functions, this enables the [`vec`] module, which contains zero-copy |
| //! conversions for the [`Vec`] type. This allows fast conversion between raw `Vec<u16>` bits and |
| //! `Vec<f16>` or `Vec<bf16>` arrays, and vice versa. |
| //! |
| //! - **`std`** -- Enable features that depend on the Rust [`std`] library. This also enables the |
| //! `alloc` feature automatically. |
| //! |
| //! Enabling the `std` feature also enables runtime CPU feature detection when the |
| //! `use-intrsincis` feature is also enabled. Without this feature detection, intrinsics are only |
| //! used when compiler target supports the target feature. |
| //! |
| //! - **`serde`** -- Adds support for the [`serde`] crate by implementing [`Serialize`] and |
| //! [`Deserialize`] traits for both [`f16`] and [`bf16`]. |
| //! |
| //! - **`num-traits`** -- Adds support for the [`num-traits`] crate by implementing [`ToPrimitive`], |
| //! [`FromPrimitive`], [`AsPrimitive`], [`Num`], [`Float`], [`FloatCore`], and [`Bounded`] traits |
| //! for both [`f16`] and [`bf16`]. |
| //! |
| //! - **`bytemuck`** -- Adds support for the [`bytemuck`] crate by implementing [`Zeroable`] and |
| //! [`Pod`] traits for both [`f16`] and [`bf16`]. |
| //! |
| //! - **`zerocopy`** -- Adds support for the [`zerocopy`] crate by implementing [`AsBytes`] and |
| //! [`FromBytes`] traits for both [`f16`] and [`bf16`]. |
| //! |
| //! [`alloc`]: https://doc.rust-lang.org/alloc/ |
| //! [`std`]: https://doc.rust-lang.org/std/ |
| //! [`binary16`]: https://en.wikipedia.org/wiki/Half-precision_floating-point_format |
| //! [`bfloat16`]: https://en.wikipedia.org/wiki/Bfloat16_floating-point_format |
| //! [`serde`]: https://crates.io/crates/serde |
| //! [`bytemuck`]: https://crates.io/crates/bytemuck |
| //! [`num-traits`]: https://crates.io/crates/num-traits |
| //! [`zerocopy`]: https://crates.io/crates/zerocopy |
| #![cfg_attr( |
| feature = "alloc", |
| doc = " |
| [`vec`]: mod@vec" |
| )] |
| #![cfg_attr( |
| not(feature = "alloc"), |
| doc = " |
| [`vec`]: # |
| [`Vec`]: https://docs.rust-lang.org/stable/alloc/vec/struct.Vec.html" |
| )] |
| #![cfg_attr( |
| feature = "serde", |
| doc = " |
| [`Serialize`]: serde::Serialize |
| [`Deserialize`]: serde::Deserialize" |
| )] |
| #![cfg_attr( |
| not(feature = "serde"), |
| doc = " |
| [`Serialize`]: https://docs.rs/serde/*/serde/trait.Serialize.html |
| [`Deserialize`]: https://docs.rs/serde/*/serde/trait.Deserialize.html" |
| )] |
| #![cfg_attr( |
| feature = "num-traits", |
| doc = " |
| [`ToPrimitive`]: ::num_traits::ToPrimitive |
| [`FromPrimitive`]: ::num_traits::FromPrimitive |
| [`AsPrimitive`]: ::num_traits::AsPrimitive |
| [`Num`]: ::num_traits::Num |
| [`Float`]: ::num_traits::Float |
| [`FloatCore`]: ::num_traits::float::FloatCore |
| [`Bounded`]: ::num_traits::Bounded" |
| )] |
| #![cfg_attr( |
| not(feature = "num-traits"), |
| doc = " |
| [`ToPrimitive`]: https://docs.rs/num-traits/*/num_traits/cast/trait.ToPrimitive.html |
| [`FromPrimitive`]: https://docs.rs/num-traits/*/num_traits/cast/trait.FromPrimitive.html |
| [`AsPrimitive`]: https://docs.rs/num-traits/*/num_traits/cast/trait.AsPrimitive.html |
| [`Num`]: https://docs.rs/num-traits/*/num_traits/trait.Num.html |
| [`Float`]: https://docs.rs/num-traits/*/num_traits/float/trait.Float.html |
| [`FloatCore`]: https://docs.rs/num-traits/*/num_traits/float/trait.FloatCore.html |
| [`Bounded`]: https://docs.rs/num-traits/*/num_traits/bounds/trait.Bounded.html" |
| )] |
| #![cfg_attr( |
| feature = "bytemuck", |
| doc = " |
| [`Zeroable`]: bytemuck::Zeroable |
| [`Pod`]: bytemuck::Pod" |
| )] |
| #![cfg_attr( |
| not(feature = "bytemuck"), |
| doc = " |
| [`Zeroable`]: https://docs.rs/bytemuck/*/bytemuck/trait.Zeroable.html |
| [`Pod`]: https://docs.rs/bytemuck/*bytemuck/trait.Pod.html" |
| )] |
| #![cfg_attr( |
| feature = "zerocopy", |
| doc = " |
| [`AsBytes`]: zerocopy::AsBytes |
| [`FromBytes`]: zerocopy::FromBytes" |
| )] |
| #![cfg_attr( |
| not(feature = "zerocopy"), |
| doc = " |
| [`AsBytes`]: https://docs.rs/zerocopy/*/zerocopy/trait.AsBytes.html |
| [`FromBytes`]: https://docs.rs/zerocopy/*/zerocopy/trait.FromBytes.html" |
| )] |
| #![warn( |
| missing_docs, |
| missing_copy_implementations, |
| missing_debug_implementations, |
| trivial_numeric_casts, |
| future_incompatible |
| )] |
| #![allow(clippy::verbose_bit_mask, clippy::cast_lossless)] |
| #![cfg_attr(not(feature = "std"), no_std)] |
| #![cfg_attr( |
| all( |
| feature = "use-intrinsics", |
| any(target_arch = "x86", target_arch = "x86_64") |
| ), |
| feature(stdsimd, f16c_target_feature) |
| )] |
| #![doc(html_root_url = "https://docs.rs/half/1.8.2")] |
| #![doc(test(attr(deny(warnings), allow(unused))))] |
| #![cfg_attr(docsrs, feature(doc_cfg))] |
| |
| #[cfg(feature = "alloc")] |
| extern crate alloc; |
| |
| mod bfloat; |
| mod binary16; |
| #[cfg(feature = "num-traits")] |
| mod num_traits; |
| |
| pub mod slice; |
| #[cfg(feature = "alloc")] |
| #[cfg_attr(docsrs, doc(cfg(feature = "alloc")))] |
| pub mod vec; |
| |
| pub use bfloat::bf16; |
| #[doc(hidden)] |
| #[allow(deprecated)] |
| pub use binary16::consts; |
| pub use binary16::f16; |
| |
| /// A collection of the most used items and traits in this crate for easy importing. |
| /// |
| /// # Examples |
| /// |
| /// ```rust |
| /// use half::prelude::*; |
| /// ``` |
| pub mod prelude { |
| #[doc(no_inline)] |
| pub use crate::{ |
| bf16, f16, |
| slice::{HalfBitsSliceExt, HalfFloatSliceExt}, |
| }; |
| |
| #[cfg(feature = "alloc")] |
| #[doc(no_inline)] |
| #[cfg_attr(docsrs, doc(cfg(feature = "alloc")))] |
| pub use crate::vec::{HalfBitsVecExt, HalfFloatVecExt}; |
| } |
| |
| // Keep this module private to crate |
| mod private { |
| use crate::{bf16, f16}; |
| |
| pub trait SealedHalf {} |
| |
| impl SealedHalf for f16 {} |
| impl SealedHalf for bf16 {} |
| } |