AI Hardware Accelerators (GPUs, TPUs, ASICs)

Explore the architectures of GPUs, TPUs, and specialised ASICs. Understand the role of parallel processing and memory in accelerating deep learning workloads efficiently.

After completing this Pathway, you will be able to:

• Compare architectural design and purpose of GPUs, TPUs, and ASICs for AI workloads
• Select appropriate hardware for a given AI application based on constraints like latency and power