Module utils 

Utility functions and helpers Quantization utilities and helper functions

This module provides a comprehensive set of utility functions for quantization operations including configuration validation, batch processing, error diagnostics, performance optimization, benchmarking, and reporting tools.

Functions

create_optimized_config

Create optimized configuration for common use cases

diagnose_quantization_failure

Error recovery utility that provides detailed diagnostics

export_config_to_json

Export quantization configuration to JSON string

get_optimization_hints

Performance optimization hints based on tensor characteristics

import_config_from_json

Import quantization configuration from JSON string

quantize_batch_consistent

Batch quantization utility for multiple tensors with consistent parameters

validate_config_with_suggestions

Enhanced configuration validator with helpful suggestions