class

ConstructionKit::WeightParamExec

Inherits ConstructionKit::ExecutableNode < Reference < Object

Weight matrix parameter — learnable, He-initialized

Constructors

new(id : String, rows : Int32, cols : Int32)
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Instance methods

adam
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adam_mats
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backward(output_grads : Hash(String, MicroGPT::Mat)) : Hash(String, MicroGPT::Mat)

Backward pass: receive gradients for outputs, return gradients for inputs

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dw
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forward(inputs : Hash(String, Tensor)) : Hash(String, Tensor)

Forward pass: read named inputs, produce named outputs

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param_count
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update(lr : Float64)

Update trainable parameters

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w
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weight_mats

Weight access for serialization / checkpoint

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