/// <summary>
/// Optionally overridden to return a new type of trainer.
/// </summary>
/// <remarks>
/// Override this method when using the MyCaffeControl that uses the <i>double</i> base type.
/// </remarks>
/// <param name="caffe">Specifies the MyCaffeControl used.</param>
/// <returns>The IxTraininer interface implemented by the new trainer is returned.</returns>
protected virtual IxTrainerRL create_trainerD(Component caffe)
{
MyCaffeControl <double> mycaffe = caffe as MyCaffeControl <double>;
m_nProjectID = mycaffe.CurrentProject.OriginalID;
m_dsCi = mycaffe.DatasetConnectInfo;
int.TryParse(mycaffe.CurrentProject.GetSolverSetting("max_iter"), out m_nItertions);
int.TryParse(mycaffe.CurrentProject.GetSolverSetting("snapshot"), out m_nSnapshot);
switch (m_trainerType)
{
case TRAINER_TYPE.PG_SIMPLE:
return(new pg.simple.TrainerPG <double>(mycaffe, m_properties, m_random, this));
case TRAINER_TYPE.PG_ST:
return(new pg.st.TrainerPG <double>(mycaffe, m_properties, m_random, this));
case TRAINER_TYPE.PG_MT:
return(new pg.mt.TrainerPG <double>(mycaffe, m_properties, m_random, this));
default:
throw new Exception("Unknown trainer type '" + m_trainerType.ToString() + "'!");
}
}
/// <summary>
/// Optionally overridden to return a new type of trainer.
/// </summary>
/// <remarks>
/// Override this method when using the MyCaffeControl that uses the <i>double</i> base type.
/// </remarks>
/// <param name="caffe">Specifies the MyCaffeControl used.</param>
/// <param name="stage">Specifies the stage under which the trainer is created.</param>
/// <returns>The IxTraininer interface implemented by the new trainer is returned.</returns>
protected virtual IxTrainer create_trainerD(Component caffe, Stage stage)
{
MyCaffeControl <double> mycaffe = caffe as MyCaffeControl <double>;
m_nProjectID = mycaffe.CurrentProject.OriginalID;
m_dsCi = mycaffe.DatasetConnectInfo;
int.TryParse(mycaffe.CurrentProject.GetSolverSetting("max_iter"), out m_nIterations);
int.TryParse(mycaffe.CurrentProject.GetSolverSetting("snapshot"), out m_nSnapshot);
m_properties.SetProperty("UsePreLoadData", m_bUsePreloadData.ToString());
if (stage == Stage.RNN)
{
switch (m_trainerType)
{
case TRAINER_TYPE.RNN_SIMPLE:
return(new rnn.simple.TrainerRNN <double>(mycaffe, m_properties, m_random, this, m_rgVocabulary));
default:
throw new Exception("The trainer type '" + m_trainerType.ToString() + "' is not supported in the RNN stage!");
}
}
else
{
switch (m_trainerType)
{
case TRAINER_TYPE.PG_SIMPLE:
return(new pg.simple.TrainerPG <double>(mycaffe, m_properties, m_random, this));
case TRAINER_TYPE.PG_ST:
return(new pg.st.TrainerPG <double>(mycaffe, m_properties, m_random, this));
case TRAINER_TYPE.PG_MT:
return(new pg.mt.TrainerPG <double>(mycaffe, m_properties, m_random, this));
case TRAINER_TYPE.C51_ST:
return(new dqn.c51.st.TrainerC51 <double>(mycaffe, m_properties, m_random, this));
case TRAINER_TYPE.DQN_ST:
return(new dqn.noisy.st.TrainerNoisyDqn <double>(mycaffe, m_properties, m_random, this));
case TRAINER_TYPE.DQN_SIMPLE:
return(new dqn.noisy.simple.TrainerNoisyDqn <double>(mycaffe, m_properties, m_random, this));
default:
throw new Exception("The trainer type '" + m_trainerType.ToString() + "' is not supported in the RL stage!");
}
}
}
/// <summary>
/// Optionally overridden to return a new type of trainer.
/// </summary>
/// <remarks>
/// Override this method when using the MyCaffeControl that uses the <i>double</i> base type.
/// </remarks>
/// <param name="caffe">Specifies the MyCaffeControl used.</param>
/// <returns>The IxTraininer interface implemented by the new trainer is returned.</returns>
protected virtual IxTrainerRNN create_trainerD(Component caffe)
{
MyCaffeControl <double> mycaffe = caffe as MyCaffeControl <double>;
m_nProjectID = mycaffe.CurrentProject.ID;
int.TryParse(mycaffe.CurrentProject.GetSolverSetting("max_iter"), out m_nIterations);
int.TryParse(mycaffe.CurrentProject.GetSolverSetting("snapshot"), out m_nSnapshot);
switch (m_trainerType)
{
case TRAINER_TYPE.RNN_SIMPLE:
return(new rnn.simple.TrainerRNN <double>(mycaffe, m_properties, m_random, this, m_rgVocabulary, true));
default:
throw new Exception("Unknown trainer type '" + m_trainerType.ToString() + "'!");
}
}