Struct MultiGpuConfig

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pub struct MultiGpuConfig {
    pub num_gpus: usize,
    pub rank: usize,
    pub sync_strategy: SyncStrategy,
    pub gradient_compression: bool,
    pub compression_ratio: f32,
    pub local_group_size: usize,
    pub adaptive_communication: bool,
    pub bandwidth_monitor_interval: usize,
    pub async_param_updates: bool,
    pub communication_timeout_ms: u64,
    pub error_correction: bool,
    pub pipeline_depth: usize,
}

Expand description

Multi-GPU configuration

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§num_gpus: usize

Number of GPUs

§rank: usize

GPU rank (0-indexed)

§sync_strategy: SyncStrategy

Synchronization strategy

§gradient_compression: bool

Enable gradient compression

§compression_ratio: f32

Compression ratio (for top-k compression)

§local_group_size: usize

Local GPU group size (for hierarchical)

§adaptive_communication: bool

Enable adaptive communication optimization

§bandwidth_monitor_interval: usize

Bandwidth monitoring interval (steps)

§async_param_updates: bool

Enable asynchronous parameter updates

§communication_timeout_ms: u64

Communication timeout (milliseconds)

§error_correction: bool

Enable error correction for communication

§pipeline_depth: usize

Pipeline depth for overlapping computation and communication

Trait Implementations§

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impl Clone for MultiGpuConfig

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fn clone(&self) -> MultiGpuConfig

Returns a duplicate 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 MultiGpuConfig

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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 MultiGpuConfig

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fn default() -> Self

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

Auto Trait Implementations§

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impl UnwindSafe for MultiGpuConfig

Blanket Implementations§

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

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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

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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 for T
where 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> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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