avalanche.benchmarks.benchmark_from_datasets

avalanche.benchmarks.benchmark_from_datasets(**dataset_streams: Sequence[TCLDataset]) → CLScenario

Creates a benchmark given a list of datasets for each stream.

Each dataset will be considered as a separate experience. Contents of the datasets must already be set, including task labels. Transformations will be applied if defined.

Avalanche benchmarks usually provide at least a train and test stream, but this generator is fully generic.

To use this generator, you must convert your data into an Avalanche Dataset.

Parameters:

dataset_streams – A dictionary with stream-name as key and list-of-datasets as values, where stream-name is the name of the stream, while list-of-datasets is a list of Avalanche datasets, where list-of-datasets[i] contains the data for experience i.