What GPU does Google Cloud use

Question

I'm curious to know what GPUs Google Cloud uses. Can anyone explain?

Answer 1

Google Cloud offers various NVIDIA GPUs, such as the H100, A100, V100, T4, P100, and K80, to support different computing needs. Curious about Google Cloud? Click here to explore all GCP services because I've learned from it!

Let's understand them in brief:

• NVIDIA H100: The latest and ideal for the highest-performance tasks.

• NVIDIA A100: Excellent for heavy workloads like high-performance computing, deep learning, image processing, and data analytics.

• NVIDIA V100: Great for deep learning, scientific computing, and training a variety of models.

• NVIDIA T4: Versatile for general use, including deep learning inference, virtual desktops, and graphics, offering a balanced cost and performance.

• NVIDIA P100 and K80: These are older models. The P100 supports moderate machine learning tasks, and the K80 provides an entry-level option for simpler tasks.

The best part is each GPU type has different pricing and specs, and Google Cloud's per-second billing allows you to pay only for the time you need, helping you optimize costs.

For more information watch this GCP tutorial.