import { WasmNeuralEngine } from './wasm-engine';
/**
 * @interface WasmOptimizationConfig
 * @description Configuration for WASM Performance Optimization.
 */
export interface WasmOptimizationConfig {
    batchSize: number;
    maxWorkers: number;
    cacheSize: string;
}
/**
 * @interface WasmOptimizationOperations
 * @description Defines operations for optimizing WASM neural network performance.
 */
export interface WasmOptimizationOperations {
    applyJitOptimization(module: WebAssembly.Module): Promise<WebAssembly.Module>;
    manageMemoryPools(): Promise<void>;
    optimizeBatchProcessing(data: any[]): Promise<any[]>;
    profileWasmPerformance(): Promise<any>;
    autoTuneWasmEngine(): Promise<void>;
}
/**
 * @class WasmPerformanceOptimizer
 * @description Provides advanced optimization techniques for WASM-accelerated neural networks.
 */
export declare class WasmPerformanceOptimizer implements WasmOptimizationOperations {
    private config;
    private logger;
    private wasmEngine;
    constructor(config: WasmOptimizationConfig, wasmEngine: WasmNeuralEngine);
    /**
     * Applies Just-in-time (JIT) compilation optimization for WASM modules (conceptual).
     * @param {WebAssembly.Module} module The WASM module to optimize.
     * @returns {Promise<WebAssembly.Module>} The optimized WASM module.
     */
    applyJitOptimization(module: WebAssembly.Module): Promise<WebAssembly.Module>;
    /**
     * Manages memory pools for efficient tensor operations (conceptual).
     * @returns {Promise<void>}
     */
    manageMemoryPools(): Promise<void>;
    /**
     * Optimizes batch processing for high-throughput scenarios (conceptual).
     * @param {any[]} data The data to process in batches.
     * @returns {Promise<any[]>} The processed data.
     */
    optimizeBatchProcessing(data: any[]): Promise<any[]>;
    /**
     * Profiles WASM performance and identifies bottlenecks (conceptual).
     * @returns {Promise<any>} Performance profiling results.
     */
    profileWasmPerformance(): Promise<any>;
    /**
     * Auto-tunes the WASM engine based on hardware capabilities and workload patterns (conceptual).
     * @returns {Promise<void>}
     */
    autoTuneWasmEngine(): Promise<void>;
}
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