public void CreateVisualization(NeuralNetworkContainer networkContainer)//, Vector3 position, Vector3 rotation, float size)
{
if (!m_visualize)
{
return;
}
m_isDestroyed = false;
m_manager = NeuralNetworkVisualizationManager.Instance();
m_network = networkContainer.m_network;
m_layerCount = m_network.m_layerCount;
m_cameraCanvasSize.y = m_height;
m_cameraCanvasSize.x = m_width;// m_cameraCanvasSize.y * Statics.GetMainCamera().aspect;
CreateObjects();
PositionObjects();
UpdateVisualizationNetwork();
m_parentTransform.position = m_parentTransform.parent.transform.position;
m_parentTransform.position += m_relativePosition;
m_parentTransform.rotation = m_parentTransform.parent.transform.rotation;
m_parentTransform.Rotate(m_relativeRotation);
}
//private NeuralNetworkContainer CreateNetwork(int[] layerLengths)
//{
// if (layerLengths.Length < 2)
// {
// Debug.Log("Aborted: Tried to create a neural network with less than two layers! (" + layerLengths.Length + ")");
// return null;
// }
// if (layerLengths[0] < 1)
// {
// Debug.Log("Aborted: Tried to create a neural network with no nodes in the input layer! (" + layerLengths[0] + ")");
// return null;
// }
// if (layerLengths[layerLengths.Length - 1] < 1)
// {
// Debug.Log("Aborted: Tried to create a neural network with no nodes in the output layer! (" + layerLengths[layerLengths.Length - 1] + ")");
// return null;
// }
// GameObject networkObject = Instantiate(m_networkPrefab, m_parent);
// NeuralNetworkContainer networkContainer = networkObject.GetComponent<NeuralNetworkContainer>();
// if (networkContainer == null)
// {
// Debug.Log("Aborted: network prefab did not contain container script!");
// return null;
// }
// NeuralNetwork network = new NeuralNetwork(layerLengths);
// networkContainer.InitializeContainer(network);
// m_neuralNetworks.Add(networkContainer);
// return networkContainer;
//}
//private NeuralNetworkContainer CreateNetwork(GameObject networkContainerPrefab)
//{
// GameObject networkContainerObject = Instantiate(networkContainerPrefab, m_parent);
// NeuralNetworkContainer networkContainer = networkContainerObject.GetComponent<NeuralNetworkContainer>();
// if (networkContainer == null)
// {
// Debug.Log("Aborted: network prefab did not contain container script!");
// return null;
// }
// //NeuralNetwork network = new NeuralNetwork(networkContainer.GetLayerLengths(), networkContainer.m_trainingManager.GetLearnRate(), networkContainer.m_trainingManager.GetBatchSize());
// //networkContainer.InitializeContainer(network);
// m_neuralNetworks.Add(networkContainer);
// return networkContainer;
//}
private void DestroyNetwork(NeuralNetworkContainer network)
{
m_neuralNetworks.Remove(network);
}
private void Awake()
{
m_networkContainer = GetComponent <NeuralNetworkContainer>();
}
