Just got an offer to upgrade from 3080 to 3090, so did it. (Yeah, I needed the memory, so while the perf difference isn't significant,it's welcome).
2021-03-28 10:06:46.432643: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device...