/**
 * CyborgDB Service
 * REST API for CyborgDB: The Confidential Vector Database
 *
 * The version of the OpenAPI document: 0.17.1.dev16
 *
 *
 * NOTE: This class is auto generated by OpenAPI Generator (https://openapi-generator.tech).
 * https://openapi-generator.tech
 * Do not edit the class manually.
 */
/**
 * Request model for training an index.
 *
 * Attributes:
 *     n_lists (Optional[int]): Number of lists/clusters for the index. Default is auto.
 *     batch_size (Optional[int]): Size of each batch for training. Default is 2048.
 *     max_iters (Optional[int]): Maximum iterations for training. Default is 100.
 *     tolerance (Optional[float]): Convergence tolerance for training. Default is 1e-6.
 *     max_memory (Optional[int]): Maximum memory (MB) usage during training. Default is 0 (no limit).
 * @export
 * @interface TrainRequest
 */
export interface TrainRequest {
    /**
     * ID name
     * @type {string}
     * @memberof TrainRequest
     */
    indexName: string;
    /**
     * 32-byte encryption key as hex string.  Required for SDK-supplied indexes; must be omitted for KMS-backed indexes (the service resolves the KEK via the index's KMSBlob).
     * @type {string}
     * @memberof TrainRequest
     */
    indexKey?: string | null;
    /**
     *
     * @type {number}
     * @memberof TrainRequest
     */
    nLists?: number | null;
    /**
     *
     * @type {number}
     * @memberof TrainRequest
     */
    batchSize?: number | null;
    /**
     *
     * @type {number}
     * @memberof TrainRequest
     */
    maxIters?: number | null;
    /**
     *
     * @type {number}
     * @memberof TrainRequest
     */
    tolerance?: number | null;
    /**
     *
     * @type {number}
     * @memberof TrainRequest
     */
    maxMemory?: number | null;
}
/**
 * Check if a given object implements the TrainRequest interface.
 */
export declare function instanceOfTrainRequest(value: object): value is TrainRequest;
export declare function TrainRequestFromJSON(json: any): TrainRequest;
export declare function TrainRequestFromJSONTyped(json: any, ignoreDiscriminator: boolean): TrainRequest;
export declare function TrainRequestToJSON(json: any): TrainRequest;
export declare function TrainRequestToJSONTyped(value?: TrainRequest | null, ignoreDiscriminator?: boolean): any;