class

ConstructionKit::EmbeddingExec

Inherits ConstructionKit::ExecutableNode < Reference < Object

Constructors

new(id : String, vocab_size : Int32, d_model : Int32, seq_len : Int32 = 128)
Source

Instance methods

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

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

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

Forward pass: read named inputs, produce named outputs

Source
inner
Source
param_count
Source
update(lr : Float64)

Update trainable parameters

Source
weight_mats

Weight access for serialization / checkpoint

Source