/** {@inheritDoc} */
  @Override
  public final Object read(final InputStream is) {
    Map<String, String> networkParams = null;
    final EncogReadHelper in = new EncogReadHelper(is);
    EncogFileSection section;
    int inputCount = 0;
    int instarCount = 0;
    int outputCount = 0;
    int winnerCount = 0;
    Matrix m1 = null;
    Matrix m2 = null;

    while ((section = in.readNextSection()) != null) {
      if (section.getSectionName().equals("CPN") && section.getSubSectionName().equals("PARAMS")) {
        networkParams = section.parseParams();
      }
      if (section.getSectionName().equals("CPN") && section.getSubSectionName().equals("NETWORK")) {
        final Map<String, String> params = section.parseParams();

        inputCount = EncogFileSection.parseInt(params, PersistConst.INPUT_COUNT);
        instarCount = EncogFileSection.parseInt(params, PersistConst.INSTAR);
        outputCount = EncogFileSection.parseInt(params, PersistConst.OUTPUT_COUNT);
        winnerCount = EncogFileSection.parseInt(params, PersistCPN.PROPERTY_winnerCount);
        m1 = EncogFileSection.parseMatrix(params, PersistCPN.PROPERTY_inputToInstar);
        m2 = EncogFileSection.parseMatrix(params, PersistCPN.PROPERTY_instarToInput);
      }
    }

    final CPN result = new CPN(inputCount, instarCount, outputCount, winnerCount);
    result.getProperties().putAll(networkParams);
    result.getWeightsInputToInstar().set(m1);
    result.getWeightsInstarToOutstar().set(m2);
    return result;
  }
  /** {@inheritDoc} */
  @Override
  public final void save(final OutputStream os, final Object obj) {
    final EncogWriteHelper out = new EncogWriteHelper(os);
    final CPN cpn = (CPN) obj;
    out.addSection("CPN");
    out.addSubSection("PARAMS");
    out.addProperties(cpn.getProperties());
    out.addSubSection("NETWORK");

    out.writeProperty(PersistConst.INPUT_COUNT, cpn.getInputCount());
    out.writeProperty(PersistConst.INSTAR, cpn.getInstarCount());
    out.writeProperty(PersistConst.OUTPUT_COUNT, cpn.getOutputCount());
    out.writeProperty(PersistCPN.PROPERTY_inputToInstar, cpn.getWeightsInputToInstar());
    out.writeProperty(PersistCPN.PROPERTY_instarToInput, cpn.getWeightsInstarToOutstar());
    out.writeProperty(PersistCPN.PROPERTY_winnerCount, cpn.getWinnerCount());

    out.flush();
  }