Floating-Point Arithmetic - Precision, Overflow, and Mixed Precision Training
Deep engineering guide to IEEE 754 floating-point, machine epsilon, catastrophic cancellation, float16/bfloat16/float32 in deep learning, and numerical stability techniques for production ML systems.