public static async Task <ITestDataset> GetTestDatasetAsync(
[CanBeNull] Action <TrainingProgressEventArgs> progress = null, Cifar100ClassificationMode mode = Cifar100ClassificationMode.Fine,
[CanBeNull] IProgress <HttpProgress> callback = null, CancellationToken token = default)
{
IReadOnlyDictionary <String, Func <Stream> > map = await DatasetsDownloader.GetArchiveAsync(DatasetURL, callback, token);
if (map == null)
{
return(null);
}
IReadOnlyList <(float[], float[])> data = ParseSamples(map[TestBinFilename], TestSamplesInBinFile, mode);
return(DatasetLoader.Test(data, progress));
}
public static async Task <ITrainingDataset> GetTrainingDatasetAsync(int size, Cifar100ClassificationMode mode = Cifar100ClassificationMode.Fine, CancellationToken token = default)
{
IReadOnlyDictionary <String, Func <Stream> > map = await DatasetsDownloader.GetArchiveAsync(DatasetURL, token);
if (map == null)
{
return(null);
}
IReadOnlyList <(float[], float[])>[] data = new IReadOnlyList <(float[], float[])> [TrainingBinFilenames.Count];