• namespace: Rindow\NeuralNetworks\Layer
• classname: Flatten

Flattens the input. Just reshape from input data to flat shape in this layer. Does not affect the batch size.

Flatten implements the operation:

• output := input->reshape(batchSize, inputSize)

Methods

constructor

$builer->Flatten(
    array $input_shape=null,
    string $name=null,
)

You can create a Flatten layer instances with the Layer Builder.

Options

• input_shape: Tell the first layer the shape of the input data. In input_shape, the batch dimension is not included.

Examples

$model->add($nn->layers()->Flatten(
    input_shape:[28,28,3],
));