static void process_layer(Dictionary <string, ILayer> created_layers,
LayerConfig layer_data,
Dictionary <ILayer, NodeConfig> unprocessed_nodes,
Dictionary <ILayer, int> node_count_by_layer)
{
ILayer layer = null;
var layer_name = layer_data.Name;
if (created_layers.ContainsKey(layer_name))
{
layer = created_layers[layer_name];
}
else
{
layer = layer_data.ClassName switch
{
"InputLayer" => InputLayer.from_config(layer_data.Config),
"Dense" => Dense.from_config(layer_data.Config),
_ => throw new NotImplementedException("")
};
created_layers[layer_name] = layer;
}
node_count_by_layer[layer] = _should_skip_first_node(layer) ? 1 : 0;
var inbound_nodes_data = layer_data.InboundNodes;
foreach (var node_data in inbound_nodes_data)
{
if (!unprocessed_nodes.ContainsKey(layer))
{
unprocessed_nodes[layer] = node_data;
}
else
{
unprocessed_nodes.Add(layer, node_data);
}
}
}