federer/dist/src/server/utils/Instrumentation.d.ts

Experiments in asynchronous federated learning and decentralized learning

import { InstrumentationMetrics, InstrumentationOptions } from "../../common";
/**
 * Helper class which can be notified of events happening on the server, and
 * keep track of the metrics that is configured to track.
 */
export declare class Instrumentation {
    private readonly shouldInstrument;
    private readonly stalenessCounts?;
    private memory?;
    constructor(shouldInstrument: InstrumentationOptions);
    /** Register that a client has uploaded a message. */
    registerUpload(currentRound: number, uploadRound: number): void;
    /** Register that the round has ended. */
    registerRoundEnd(): void;
    /** Get metrics that have been accumulated. */
    metrics(): Readonly<InstrumentationMetrics>;
}
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