Skip to main content

DistributedConfig

Struct DistributedConfig 

Source
pub struct DistributedConfig {
    pub parallelism: ParallelismStrategy,
    pub num_devices: usize,
    pub backend: String,
    pub master_addr: Option<String>,
    pub master_port: Option<u16>,
    pub rank: usize,
    pub world_size: usize,
    pub enable_gradient_compression: bool,
    pub enable_mixed_precision: bool,
    pub bucket_size: usize,
    pub enable_async_communication: bool,
}
Expand description

Configuration for distributed execution.

Fields§

§parallelism: ParallelismStrategy

Parallelism strategy to use

§num_devices: usize

Number of devices to use

§backend: String

Communication backend (e.g., “nccl”, “gloo”, “mpi”)

§master_addr: Option<String>

Master address for multi-node setups

§master_port: Option<u16>

Master port for multi-node setups

§rank: usize

Rank of this process (0 to world_size-1)

§world_size: usize

Total number of processes (world size)

§enable_gradient_compression: bool

Enable gradient compression

§enable_mixed_precision: bool

Enable mixed precision

§bucket_size: usize

Bucket size for gradient bucketing (bytes)

§enable_async_communication: bool

Enable asynchronous communication

Trait Implementations§

Source§

impl Clone for DistributedConfig

Source§

fn clone(&self) -> DistributedConfig

Returns a duplicate of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
Source§

impl Debug for DistributedConfig

Source§

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
Source§

impl Default for DistributedConfig

Source§

fn default() -> Self

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

Auto Trait Implementations§

Blanket Implementations§

Source§

impl<T> Any for T
where T: 'static + ?Sized,

Source§

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
Source§

impl<T> Borrow<T> for T
where T: ?Sized,

Source§

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
Source§

impl<T> BorrowMut<T> for T
where T: ?Sized,

Source§

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
Source§

impl<T> CloneToUninit for T
where T: Clone,

Source§

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
Source§

impl<T> From<T> for T

Source§

fn from(t: T) -> T

Returns the argument unchanged.

Source§

impl<T, U> Into<U> for T
where U: From<T>,

Source§

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

Source§

impl<T> ToOwned for T
where T: Clone,

Source§

type Owned = T

The resulting type after obtaining ownership.
Source§

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
Source§

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
Source§

impl<T, U> TryFrom<U> for T
where U: Into<T>,

Source§

type Error = Infallible

The type returned in the event of a conversion error.
Source§

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
Source§

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

Source§

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

The type returned in the event of a conversion error.
Source§

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
Source§

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

Source§

fn vzip(self) -> V