public static void RemoveUnused(Model model, HashSet <string> keepLayers)
{
// TODO: strip layers not useful to compute output
var preserve = new HashSet <string>(
model.memories.Select(mem => mem.input).Concat(
model.memories.Select(mem => mem.output)).Concat(
model.outputs));
// Strip unused layers
var unusedLayers = new HashSet <string>(ModelAnalyzer.FindUnusedLayers(model));
if (keepLayers != null) // Except explicitly specified for keeping
{
unusedLayers.ExceptWith(keepLayers);
}
model.layers = model.layers.Where(l => !unusedLayers.Contains(l.name) || preserve.Contains(l.name)).ToList();
}
static public Model Optimize(Model model, bool allowFusing, HashSet <string> keepLayers = null)
{
// Strip unused layers
var unusedLayers = new HashSet <string>(ModelAnalyzer.FindUnusedLayers(model));
if (keepLayers != null) // Except explicitly specified for keeping
{
unusedLayers.ExceptWith(keepLayers);
}
model.layers = model.layers.Where(l => !unusedLayers.Contains(l.name)).ToList();
if (allowFusing)
{
FuseActivations(model);
}
return(model);
}