Struct leaf::layer::LayerConfig

pub struct LayerConfig {
    pub name: String,
    pub layer_type: LayerType,
    pub outputs: Vec<String>,
    pub inputs: Vec<String>,
    pub params: Vec<WeightConfig>,
    pub propagate_down: Vec<bool>,
}

Layer Configuration Struct

Fields

name: String

The name of the Layer

layer_type: LayerType

The type of the Layer

outputs: Vec<String>

The name for each output Blob

inputs: Vec<String>

The name for each input Blob

params: Vec<WeightConfig>

Specifies training configuration for each weight blob.

propagate_down: Vec<bool>

Specifies on which inputs the backpropagation should be skipped. The size must be either 0 or equal to the number of inputs.

Methods

impl LayerConfig

fn new<L: Into<LayerType>>(name: &str, layer_type: L) -> LayerConfig

Creates a new LayerConfig

fn output(&self, output_id: usize) -> Option<&String>

Returns the Name of the requested output Blob

fn outputs_len(&self) -> usize

Returns the number of output Blobs

fn add_output(&mut self, output_name: &str)

Add a output by name

fn input(&self, input_id: usize) -> Option<&String>

Returns the Name of the requested input Blob

fn inputs_len(&self) -> usize

Returns the number of input Blobs

fn add_input(&mut self, input_name: &str)

Add a input by name

fn param(&self, param_id: usize) -> Option<&WeightConfig>

Returns the requested WeightConfig

fn params_len(&self) -> usize

Returns the number of params

fn validate(&self) -> Result<(), &'static str>

Check if the configured parameters make sense.

Trait Implementations

impl Debug for LayerConfig

fn fmt(&self, __arg_0: &mut Formatter) -> Result

Formats the value using the given formatter.

impl Clone for LayerConfig

fn clone(&self) -> LayerConfig

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.