import * as z from "zod/v3";
import { Result as SafeParseResult } from "../../types/fp.js";
import { SDKValidationError } from "../errors/sdkvalidationerror.js";
export type BatchSize = string | number;
export type LearningRateMultiplier = string | number;
export type NEpochs = string | number;
export type SupervisedHyperparameters = {
    /**
     * Number of examples in each batch
     */
    batchSize?: string | number | null | undefined;
    /**
     * Scaling factor for learning rate
     */
    learningRateMultiplier?: string | number | null | undefined;
    /**
     * Number of epochs to train for
     */
    nEpochs?: string | number | null | undefined;
};
/** @internal */
export declare const BatchSize$inboundSchema: z.ZodType<BatchSize, z.ZodTypeDef, unknown>;
/** @internal */
export type BatchSize$Outbound = string | number;
/** @internal */
export declare const BatchSize$outboundSchema: z.ZodType<BatchSize$Outbound, z.ZodTypeDef, BatchSize>;
export declare function batchSizeToJSON(batchSize: BatchSize): string;
export declare function batchSizeFromJSON(jsonString: string): SafeParseResult<BatchSize, SDKValidationError>;
/** @internal */
export declare const LearningRateMultiplier$inboundSchema: z.ZodType<LearningRateMultiplier, z.ZodTypeDef, unknown>;
/** @internal */
export type LearningRateMultiplier$Outbound = string | number;
/** @internal */
export declare const LearningRateMultiplier$outboundSchema: z.ZodType<LearningRateMultiplier$Outbound, z.ZodTypeDef, LearningRateMultiplier>;
export declare function learningRateMultiplierToJSON(learningRateMultiplier: LearningRateMultiplier): string;
export declare function learningRateMultiplierFromJSON(jsonString: string): SafeParseResult<LearningRateMultiplier, SDKValidationError>;
/** @internal */
export declare const NEpochs$inboundSchema: z.ZodType<NEpochs, z.ZodTypeDef, unknown>;
/** @internal */
export type NEpochs$Outbound = string | number;
/** @internal */
export declare const NEpochs$outboundSchema: z.ZodType<NEpochs$Outbound, z.ZodTypeDef, NEpochs>;
export declare function nEpochsToJSON(nEpochs: NEpochs): string;
export declare function nEpochsFromJSON(jsonString: string): SafeParseResult<NEpochs, SDKValidationError>;
/** @internal */
export declare const SupervisedHyperparameters$inboundSchema: z.ZodType<SupervisedHyperparameters, z.ZodTypeDef, unknown>;
/** @internal */
export type SupervisedHyperparameters$Outbound = {
    batch_size?: string | number | null | undefined;
    learning_rate_multiplier?: string | number | null | undefined;
    n_epochs?: string | number | null | undefined;
};
/** @internal */
export declare const SupervisedHyperparameters$outboundSchema: z.ZodType<SupervisedHyperparameters$Outbound, z.ZodTypeDef, SupervisedHyperparameters>;
export declare function supervisedHyperparametersToJSON(supervisedHyperparameters: SupervisedHyperparameters): string;
export declare function supervisedHyperparametersFromJSON(jsonString: string): SafeParseResult<SupervisedHyperparameters, SDKValidationError>;
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