federer/dist/src/coordinator/options/delays.d.ts

Experiments in asynchronous federated learning and decentralized learning

/** Options for configuring the delays on the clients. */
export declare type CoordinatorClientDelayOptions = NoDelayOptions | DelayGroupsOptions;
/** Delay configuration that imposes no additional delay on the clients. */
export interface NoDelayOptions {
    type: "none";
}
/**
 * Delay configuration that splits the clients into groups with different
 * delays.
 */
export interface DelayGroupsOptions {
    type: "delay-groups";
    /**
     * Delay groups. The fractions must be positive and add up to 1;
     * the delays must be positive.
     */
    groups: Array<{
        fraction: number;
        delay: number;
    }>;
}
/**
 * Function that parses {@link CoordinatorClientDelayOptions}, checks for
 * invalid.
 */
export declare function checkClientDelayOptions(options: CoordinatorClientDelayOptions | undefined, numberClients: number): void;
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