federer
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Experiments in asynchronous federated learning and decentralized learning
17 lines • 764 B
TypeScript
import { DatasetFilepaths } from "../../../../common";
/** The name of the different MNIST datasets. */
export declare type DatasetName = "mnist" | "fashion-mnist";
/**
* Returns the filepaths of the files that make up a dataset.
* To ensure that these files exist on disk, call `ensureDataDownloaded`.
*
* @param dataset Name of the dataset of which to get the filepaths for
* @returns Paths to the files that make up `dataset`
*/
export declare function getFilepaths(dataset: DatasetName): DatasetFilepaths;
/**
* Ensure that the data for the MNIST dataset `dataset` is downloaded; if it is
* not available on disk, download it.
*/
export declare function ensureDataDownloaded(dataset: DatasetName): Promise<void>;
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