public void TestCreateTrainingModel()
        {
            ModelBuilder builder = create();

            NetParameter net_param = builder.CreateModel();
            RawProto     proto     = net_param.ToProto("root");
            string       strNet    = proto.ToString();

            RawProto     proto2     = RawProto.Parse(strNet);
            NetParameter net_param2 = NetParameter.FromProto(proto2);

            m_log.CHECK(net_param2.Compare(net_param), "The two net parameters should be the same!");

            // verify creating the model.
            SolverParameter solver      = builder.CreateSolver();
            RawProto        protoSolver = solver.ToProto("root");
            string          strSolver   = protoSolver.ToString();

            SettingsCaffe      settings  = new SettingsCaffe();
            CancelEvent        evtCancel = new CancelEvent();
            MyCaffeControl <T> mycaffe   = new MyCaffeControl <T>(settings, m_log, evtCancel);

            save(strNet, strSolver, false);

            //            mycaffe.LoadLite(Phase.TRAIN, strSolver, strNet, null);
            mycaffe.Dispose();
        }
        public void TestCreateDeployModel()
        {
            ModelBuilder builder = create();

            NetParameter net_param = builder.CreateDeployModel();
            RawProto     proto     = net_param.ToProto("root");
            string       strNet    = proto.ToString();

            RawProto     proto2     = RawProto.Parse(strNet);
            NetParameter net_param2 = NetParameter.FromProto(proto2);

            m_log.CHECK(net_param2.Compare(net_param), "The two net parameters should be the same!");

            // verify creating the model.
            SettingsCaffe      settings  = new SettingsCaffe();
            CancelEvent        evtCancel = new CancelEvent();
            MyCaffeControl <T> mycaffe   = new MyCaffeControl <T>(settings, m_log, evtCancel);

            save(strNet, null, true);

            //            mycaffe.LoadToRun(strNet, null, new BlobShape(1, 3, 300, 300));
            mycaffe.Dispose();
        }