torsh_distributed::deepspeed_integration

Struct DeepSpeedIntegration

pub struct DeepSpeedIntegration { /* private fields */ }

Expand description

DeepSpeed integration manager

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impl DeepSpeedIntegration

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pub fn new(config: DeepSpeedConfig) -> Self

Create a new DeepSpeed integration instance

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pub fn from_file<P: AsRef<Path>>(path: P) -> TorshResult<Self>

Load DeepSpeed configuration from file

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pub fn from_json(json: &str) -> TorshResult<Self>

Load DeepSpeed configuration from JSON string

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pub fn initialize(&mut self) -> TorshResult<()>

Initialize DeepSpeed integration

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pub fn config(&self) -> &DeepSpeedConfig

Get the current configuration

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pub fn is_initialized(&self) -> bool

Check if DeepSpeed integration is initialized

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pub fn to_fsdp_config(&self) -> TorshResult<FsdpConfig>

Convert DeepSpeed config to ToRSh FSDP config

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pub fn to_gradient_compression_config(&self) -> Option<CompressionConfig>

Convert DeepSpeed config to ToRSh gradient compression config

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pub fn get_stats(&self) -> DeepSpeedStats

Get performance statistics

Trait Implementations§

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impl Default for DeepSpeedIntegration

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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 DeepSpeedIntegration

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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> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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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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