While waiting for NVIDIA's next-generation consumer & professional GPUs, here are the best GPUs for Deep Learning currently available as of March 2022.
GPU benchmarks on NVIDIA A40 GPUs with 48 GB of GDDR6 VRAM, including performance comparisons to the NVIDIA V100, RTX 8000, RTX 6000, and RTX 5000.
PyTorch and TensorFlow training speeds on models like ResNet-50, SSD, and Tacotron 2. Compare performance of the RTX 3090, 3080, A100, V100, and A6000.
...