public void Calculate(bool train)
{
var provider = TrainDataProvider;
if (!train)
{
provider = TestDataProvider;
}
if (provider != null)
{
var nextBatch = provider.GetNextBatch();
if (!nextBatch.IsGPUData)
{
if (!InputLayer.IsSparse)
{
InputLayer.SetData(nextBatch.Inputs);
}
else
{
InputLayer.SetSparseData(nextBatch.SparseValues.ToList(), nextBatch.SparseIndices.ToList());
}
LabelLayer.SetData(nextBatch.Labels);
}
else
{
InputLayer.SetGPUData(nextBatch.GpuInputs);
LabelLayer.SetGPUData(nextBatch.GpuLabels);
}
tmp++;
}
foreach (var layer in Layers)
{
//if (layer is Conv1DLayer) continue;
layer.Calculate(train);
}
InputLayer.IncBatchNo();
LabelLayer.IncBatchNo();
if (train)
{
TrainRecordsCount += _minibatchSize;
}
}
