private void bTrainOCR_Click(object sender, EventArgs e)
{
data = PragmaLearn.Exampels.Datasets.OCR.Create();
var hidden = data.GetInputDimension();
if (network.GetInputs() != data.GetInputDimension() || network.GetOutputs() != data.GetOutputDimension())
{
network.Init(data.GetInputDimension(), hidden, data.GetOutputDimension());
}
network.learningRate = 0.0001f;
network.lambda = 0.0f;
train(data, batchSize: 100);
}
void initNet()
{
network.Init(trainData.GetInputDimension(), 1024, 1024, 1024, trainData.GetOutputDimension());
}