How many cores in a standard GPU

Ampere: Nvidia's new GPU generation starts with almost 7,000 cores and 40 GB of RAM

Nvidia can come up with a new generation of its graphics chips. And this has a lot to offer: "Ampere" is supposed to outperform its predecessor "Volta", which appeared in 2017, in many ways - not least in terms of the number of computing units and the AI ‚Äč‚Äčcapabilities.

Update

The first chip from the new series is the A100, which is not intended for private computers but primarily for data centers and supercomputers. Manufactured using the 7 nm process, it consists of 54 billion transistors - almost three times as many as with "Volta". The number of streaming multiprocessors has risen almost modestly from 80 to 108. They each contain 64 FP32 cores for calculations with single precision and 32 FP64 cores for calculations with double precision. That gives a total of almost 7,000 FP32 cores alone,

The memory equipment of the A100 is also impressive. It is specified as 40 GB. HBM2 storage from Samsung is used, which offers a maximum transfer rate of 1.6 TByte / s.

Machine learning

Nvidia has placed a focus on AI capabilities. The Tensor Cores are now available in a new generation, with calculations with double precision being supported for the first time. This should be used for particularly complex tasks such as earthquake prediction. The A100 should achieve a performance of up to 19.5 TFlops in this area. Also new is the TensorFloat32 format, which promises an acceleration by a factor of 20 compared to Volta for AI calculations with simple accuracy.

In line with the A100, Nvidia is also announcing a new server for machine learning tasks. With its eight A100 GPUs, the DGX A100 is said to offer up to 5 tensor petaflops in calculations with half accuracy. The equipment also includes two AMD Rome processors with 64 cores each as well as 1 TB RAM and a 15 TB SSD. Mellanox network cards with transfer rates of up to 200 GBit / s are also installed. But the price is also impressive: Such a system costs 199,000 US dollars.

When - and whether - the new Ampere architecture will also find its way into consumer graphics cards is currently still open. (red, May 14, 2020)