/// <summary>
/// Load and return the solver used with the MNIST LeNet input model.
/// </summary>
/// <returns>The SolverParameter is returned.</returns>
public SolverParameter CreateMnistSolver()
{
string str = System.Text.Encoding.Default.GetString(Properties.Resources.lenet_solver);
RawProto proto = RawProto.Parse(str);
return(SolverParameter.FromProto(proto));
}
/// <summary>
/// Set the solver testing interval.
/// </summary>
/// <param name="strSolver">Specifies the solver parameter.</param>
/// <returns>The solver description is returned.</returns>
private string fixup_solver(string strSolver, int nInterval)
{
RawProto proto = RawProto.Parse(strSolver);
SolverParameter solver_param = SolverParameter.FromProto(proto);
// Set the testining interval during training.
solver_param.test_interval = nInterval;
solver_param.test_initialization = false;
return(solver_param.ToProto("root").ToString());
}
public void TestCreateSolver()
{
ModelBuilder builder = create();
SolverParameter solverParam = builder.CreateSolver();
RawProto proto = solverParam.ToProto("root");
string strSolver = proto.ToString();
RawProto proto2 = RawProto.Parse(strSolver);
SolverParameter solverParam2 = SolverParameter.FromProto(proto2);
m_log.CHECK(solverParam2.Compare(solverParam), "The two solver parameters should be the same!");
}