P2 instances contain high-performance NVIDIA K80 GPUs, each with 2,496 CUDA cores and 12 GB of GPU memory. There are three models of P2, as described in the following table:

These models with large GPU memory are best suited for training models. With more GPU memory, we can train the model with a larger batch size and a neural network with lots of parameters.