public override void ModelInit_FromConfig()
{
if (!ParameterSetting.ISSEED)
{
DNN_Query = new DNN(ParameterSetting.FEATURE_DIMENSION_QUERY,
ParameterSetting.SOURCE_LAYER_DIM,
ParameterSetting.SOURCE_ACTIVATION,
ParameterSetting.SOURCE_LAYERWEIGHT_SIGMA,
ParameterSetting.SOURCE_ARCH,
ParameterSetting.SOURCE_ARCH_WIND,
false);
if (ParameterSetting.IS_SHAREMODEL)
{
DNN_Doc = DNN_Query;
}
else
{
DNN_Doc = new DNN(ParameterSetting.FEATURE_DIMENSION_DOC,
ParameterSetting.TARGET_LAYER_DIM,
ParameterSetting.TARGET_ACTIVATION,
ParameterSetting.TARGET_LAYERWEIGHT_SIGMA,
ParameterSetting.TARGET_ARCH,
ParameterSetting.TARGET_ARCH_WIND,
false);
}
DNN_Query.Init();
if (!ParameterSetting.IS_SHAREMODEL)
{
if (ParameterSetting.MIRROR_INIT)
{
DNN_Doc.Init(DNN_Query);
}
else
{
DNN_Doc.Init();
}
}
ParameterSetting.FEATURE_DIMENSION_QUERY = DNN_Query.neurallayers[0].Number;
ParameterSetting.FEATURE_DIMENSION_DOC = DNN_Doc.neurallayers[0].Number;
}
else
{
LoadModel(ParameterSetting.SEEDMODEL1, ref DNN_Query, ParameterSetting.SEEDMODEL2, ref DNN_Doc, true);
}
Program.Print("Source Neural Network Structure " + DNN_Query.DNN_Descr());
Program.Print("Target Neural Network Structure " + DNN_Doc.DNN_Descr());
Program.Print("Feature Num Query " + ParameterSetting.FEATURE_DIMENSION_QUERY.ToString());
Program.Print("Feature Num Doc " + ParameterSetting.FEATURE_DIMENSION_DOC.ToString());
Program.Print("Sharing Model " + ParameterSetting.IS_SHAREMODEL.ToString());
Program.Print("Mirror Init Model " + ParameterSetting.MIRROR_INIT.ToString());
Program.Print("Math Lib " + ParameterSetting.MATH_LIB.ToString());
if (ParameterSetting.MATH_LIB == MathLibType.cpu)
{
Program.Print("CPU Math thread num " + ParameterSetting.BasicMathLibThreadNum.ToString());
}
}
