Nvidia K80s T4s P4s And P100s
Nvidia virtual compute server vcs provides the ability to virtualize gpus and accelerate compute intensive server workloads including ai deep learning and data science.
Nvidia k80s t4s p4s and p100s. The other catch is that if you are temporarily not using colab it will assign those resources to somebody else. Colab states that most of the time this means the gpu assigned will be chosen from nvidia k80s t4s p4s and p100s. For example a single gpu accelerated node powered by four tesla p100s interconnected with pcie replaces up to 32 commodity cpu nodes for a variety of applications. And this in my tests was not very forgiving.
The gpus available in colab include nvidia k80s t4s p4s and p100s. Compared to the kepler generation flagship tesla k80 the p100 provides 1 6x more gflops double precision float. Tesla p100 for pcie enables mixed workload hpc data centers to realize a dramatic jump in throughput while saving money. With this automotive manufacturers can use the latest in simulation and compute technologies to create the most fuel efficient and stylish designs and researchers can analyze the function of genes to develop medical.