As a result of continuing improvements, NVIDIA offers GPU-accelerated floating-point performance in compliance with IEEE 754. It is our experience that a number of issues related to floating point accuracy and compliance are a frequent source of confusion both on CPUs and GPUs. The purpose of this talk is to discuss the most common ones related to NVIDIA GPUs and to supplement the documentation in the CUDA C Programming Guide