public CustomObjectScope(CustomObjects args)
{
this.custom_objects = args;
this.backup = null;
this.backup = GenericUtils._GLOBAL_CUSTOM_OBJECTS.Copy();
foreach (var objects in this.custom_objects)
{
GenericUtils._GLOBAL_CUSTOM_OBJECTS[objects.Key] = objects.Value;
}
}
public static new Sequential FromConfig(ConfigDict config, CustomObjects custom_objects = null)
{
List <ConfigDict> layer_configs = null;
string name = "";
Shape build_input_shape = null;
if (config.ContainsKey("name"))
{
name = config["name"].ToString();
build_input_shape = config.ContainsKey("build_input_shape") ? (Shape)config["build_input_shape"] : null;
layer_configs = (List <ConfigDict>)config["layers"];
}
else
{
// legacy config file
name = null;
layer_configs = new List <ConfigDict>()
{
config
};
}
var t = Type.GetType(name, true, true);
Sequential model = (Sequential)Activator.CreateInstance(t);
foreach (var conf in layer_configs)
{
var layer = Layer.FromConfig(conf.First().Key, (ConfigDict)conf.First().Value, custom_objects);
model.Add(layer);
}
if (model.inputs == null && build_input_shape != null)
{
model.Build(build_input_shape);
}
return(model);
}
/// <summary>
/// Retrieves a custom object from the
/// </summary>
/// <param name="key">The key of the object in the dictionary</param>
/// <returns>The object or null if the key was not found</returns>
public object GetCustomObject(string key)
{
return(CustomObjects.ContainsKey(key) ? CustomObjects[key] : null);
}
public static new Layer FromConfig(string cls, ConfigDict config, CustomObjects custom_objects = null)
{
throw new NotImplementedException();
}
public static Regularizer Deserialize(ConfigDict config, CustomObjects custom_objects = null)
{
return((Regularizer)Utils.GenericUtils.DeserializeKerasObject(config, custom_objects: custom_objects, printable_module_name: "regularizer"));
}
public static object DeserializeKerasObject(object identifier, string module_objects = "", CustomObjects custom_objects = null, string printable_module_name = "object")
{
throw new NotImplementedException();
}
public static CustomObjectScope CustomObjectScope(CustomObjects args)
{
return(new CustomObjectScope(args));
}
public static Model ModelFromJson(string json_string, CustomObjects custom_objects = null)
{
throw new NotImplementedException();
}
public static Model ModelFromConfig(ConfigDict config, CustomObjects custom_objects = null)
{
throw new NotImplementedException();
}
public static Model LoadModel(string filepath, CustomObjects custom_objects = null, bool compile = true)
{
throw new NotImplementedException();
}
private static Model DeserializeModel(H5Dict f, CustomObjects custom_objects = null, bool compile = true)
{
throw new NotImplementedException();
}