# ╔═══════════════════════════════════════════════════════════════════════════════╗
# ║                        🚨 CRITICAL WARNING 🚨                                ║
# ║                     AUTOGENERATED! DO NOT EDIT!                              ║
# ║                                                                               ║
# ║  This file is AUTOMATICALLY GENERATED from source modules.                   ║
# ║  ANY CHANGES MADE HERE WILL BE LOST when modules are re-exported!            ║
# ║                                                                               ║
# ║  ✅ TO EDIT: modules/source/XX_quantization/quantization_dev.py     ║
# ║  ✅ TO EXPORT: Run 'tito module complete <module_name>'                      ║
# ║                                                                               ║
# ║  🛡️ STUDENT PROTECTION: This file contains optimized implementations.        ║
# ║     Editing it directly may break module functionality and training.         ║
# ║                                                                               ║
# ║  🎓 LEARNING TIP: Work in modules/source/ - that's where real development    ║
# ║     happens! The tinytorch/ directory is just the compiled output.           ║
# ╚═══════════════════════════════════════════════════════════════════════════════╝
# %% auto 0
__all__ = []

# %% ../../modules/source/16_quantization/quantization_dev.ipynb 3
import numpy as np
import time
from typing import Tuple, Dict, List, Optional
import warnings

# Import dependencies from other modules
from ..core.tensor import Tensor
from ..core.layers import Linear
from ..core.activations import ReLU

print("✅ Quantization module imports complete")