block block

Constructors

block(std::vector<size_t> dimensions, size_t n_embd)

Initializes a new neural network and self attention blocks following the dimensions passed as paramaters.

block(std::pair<std::pair<std::filesystem::path, std::vector<std::filesystem::path>>, std::filesystem::path> input)

Reads saved neural network and self attention blocks from the inputed filepaths. input.first.first is the dimensions of the network, input.first.second is a vector of each file for each layer of the network, and input.second is the file for the self attention block.

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Basic Info

A wrapper class that holds a neuralNetwork and a selfAttention block.

Instance Variables

Variable	Type
network	neuralNetwork
attention	selfAttention
n_embd	size_t

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Functions

• backward()
• changeOne()
• feedForward()
• init()
• readFromFile()
• saveToFile()

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Example

// Initializing a block
block b({128, 512, 128}, 128);