federer/dist/src/coordinator/Experiment.d.ts

Experiments in asynchronous federated learning and decentralized learning

import { Logger } from "winston";
import { ClientStartOptions, LoggerOptions, PathOrURL, ServerStartOptions } from "../common";
import { PreprocessResult } from "./preprocess/PreprocessPipeline";
import { FLNetwork } from "./network/FLNetwork";
import { CoordinatorOptions } from ".";
export interface ExperimentData {
    preprocessed: PreprocessResult;
    /** Path to the file storing the initial model. */
    modelFilePath: string;
    experimentName: string;
}
export declare class Experiment {
    protected readonly network: FLNetwork;
    protected readonly options: CoordinatorOptions;
    protected readonly data: ExperimentData;
    protected readonly logger: Logger;
    /** Client delays, computed from the {@link CoordinatorClientDelayOptions}. */
    protected readonly clientDelays: ReadonlyArray<number>;
    /** Client logger options. */
    protected readonly clientLoggerOptions: LoggerOptions | undefined;
    /** Path or URL to model.json */
    protected readonly modelPathOrURL: PathOrURL;
    constructor(network: FLNetwork, options: CoordinatorOptions, data: ExperimentData, logger: Logger);
    private getPathOrUrl;
    start(): Promise<void>;
    stop(): Promise<void>;
    protected startServer(): Promise<void>;
    protected startClients(): Promise<void>;
    /** Returns the options for client with a given id. */
    protected getClientOptions(id: number): ClientStartOptions;
    protected getServerOptions(): ServerStartOptions;
}
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