Struct AsyncSGD

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pub struct AsyncSGD { /* private fields */ }

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Asynchronous SGD optimizer.

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impl AsyncSGD

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pub fn new( config: AsyncSGDConfig, worker_id: usize, parameter_server: Arc<ParameterServer>, ) -> Result<Self>

Create a new async SGD optimizer.

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pub fn step(&mut self, gradients: &[Tensor]) -> Result<()>

Perform an optimization step.

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pub fn get_parameters(&self) -> &[Tensor]

Get current local parameters.

Auto Trait Implementations§

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impl !UnwindSafe for AsyncSGD

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