Why AI Needs GPUs and TPUs? When AI processes data, it’s essentially multiplying massive arrays of numbers. This can mean billions of calculations happening sim... (opens in new tab)

Why AI Needs GPUs and TPUs?<br><br>When AI processes data, it’s essentially multiplying massive arrays of numbers. This can mean billions of calculations happening simultaneously.<br><br>CPUs can handle such calculations sequentially. To perform any calculation, the CPU must fetch an instruction, retrieve data from memory, execute the operation, and write results back. This constant transfer of information between the processor and memory is not very efficient. It’s like having one very smart...