Google Cloud Digital Leader — Question 195

An organization is building advanced machine learning models in Google Cloud by using TensorFlow. They want to develop their models faster with purpose-built hardware. Which solution should the organization use?

Answer options

• A. TPUs
• B. CPUs
• C. CPUs
• D. GPUs

Correct answer: A

Explanation

TPUs (Tensor Processing Units) are specifically designed to optimize the performance of TensorFlow and accelerate machine learning workloads, making them the best choice for this scenario. CPUs and GPUs are general-purpose processors and while they can be used for machine learning, they do not provide the same level of efficiency and speed as TPUs for this specific task.