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ConvolutionInputs

cubek_convolution::launch

Enum ConvolutionInputs 

Source 
pub enum ConvolutionInputs<R: Runtime> {
    Forward {
        input: InputBinding<R>,
        weight: InputBinding<R>,
        bias: Option<InputBinding<R>>,
        out: TensorBinding<R>,
    },
    BackwardData {
        out_grad: InputBinding<R>,
        weights: InputBinding<R>,
        in_grad: TensorBinding<R>,
    },
    BackwardWeight {
        input: InputBinding<R>,
        out_grad: InputBinding<R>,
        weight_grad: TensorBinding<R>,
    },
}
Expand description

Per-operation tensor bindings supplied to launch_ref.

Each variant carries exactly the bindings the corresponding operation needs. The discriminant maps 1:1 to ConvolutionOperation.

Variants§

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Forward

Fields

§input: InputBinding<R>
§weight: InputBinding<R>
§bias: Option<InputBinding<R>>
§out: TensorBinding<R>
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BackwardData

Fields

§out_grad: InputBinding<R>
§weights: InputBinding<R>
§in_grad: TensorBinding<R>
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BackwardWeight

Fields

§input: InputBinding<R>
§out_grad: InputBinding<R>
§weight_grad: TensorBinding<R>

Implementations§

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