Nvidia A100 Cores

Introducing the nvidia a100 tensor core gpu.

Nvidia a100 cores. Nvidia a100 tensor core gpus coming to amazon ec2 instances. The nvidia a100 tensor core gpu delivers unprecedented acceleration at every scale for ai data analytics and high performance computing hpc to tackle the world s toughest computing challenges. The third generation tensor cores in the nvidia ampere architecture are. Right now we know that nvidia s tesla a100 features 6 912 cuda cores which feature the ability to calculate fp64 calculations at half rate.

This gpu has a die size of 826mm2 and 54 billion transistors. Thanks to crn we have detailed specifications for nvidia s tesla a100 silicon complete with cuda core counts die size and more. Nvidia s new a100 gpu packs an absolutely insane 54 billion transistors that s 54 000 000 000 3rd gen tensor cores 3rd gen nvlink and nvswitch and much more. As ai model complexity continues to rise the number of model parameters has gone from 26 million with resnet 50 just a few years ago to 17 billion today.

The nvidia a100 tensor core gpu is based on the new nvidia ampere gpu architecture and builds upon the capabilities of the prior nvidia tesla v100 gpu. Nvidia hasn t announced any release date or pricing for the card yet but considering the a100 400w tensor core gpu is already being shipped since its launch the a100 250w pcie will be. As the engine of the nvidia data center platform a100 can efficiently scale to thousands of gpus or with nvidia multi instance gpu mig technology be partitioned into seven gpu instances to. Nvidia has revealed its tesla a100 graphics accelerator and it is a monster.

Nvidia tesla a100 features 6912 cuda cores the card features 7nm ampere ga100 gpu with 6912 cuda cores and 432 tensor cores. The gpu in tesla a100 is clearly not the full chip. The gpu is divided into 108 streaming multiprocessors. The full a100 gpu has 128 sms and up to 8192 cuda cores but the nvidia a100 gpu only enables 108 sms for now.

The new bare metal instance has 2 048 gb of memory 24 tb nvme 1 6 tbps throughput with rdma provided by oracle s cluster networking. The new gpu bare metal shape bm gpu4 8 will feature 8 x 40 gb nvidia a100 tensor core gpus all interconnected via nvidia nvlink. The card features third generation. The cpu on board has 64 physical cores of amd rome processors running at 2 9 ghz.

And while the 432 tensor core count is down from gv100 s 640 a100 is using third generation tensor core technology.