2 ms·
I believe you've misread - the Nvidia article and your quote support my point. Only by disabling the fp optimizations, are the authors are able to stop the inac
by yunohn 6mo ago
I believe you've misread - the Nvidia article and your quote support my point. Only by disabling the fp optimizations, are the authors are able to stop the inaccuracies.
- layer8 6mo agoFirst, the “optimizations” are not IEEE 754 compliant. So nondeterminism with floating-point operations is not an inherent property of using floating-point arithmetics, it’s a consequence of disregarding the standard by deliberately opting in to such nondeterminism. Secondly, as I quoted the paper is explicitly making the point that there is a source of nondeterminism outside of the models and GPUs, hence ensuring that the floating-point arithmetics are deterministic doesn’t help.