A company will run a compute-heavy workload that requires GPUs. Which EC2 instance family is appropriate?

Accelerated computing instances are designed for workloads requiring high-performance coprocessors, such as Graphics Processing Units (GPUs), for tasks like machine learning, high-performance computing, and graphics rendering. This makes them the appropriate choice for a compute-heavy workload requiring GPUs. Compute optimized instances are ideal for compute-bound applications that benefit from high-performance processors, but they generally lack the specialized hardware like GPUs. Storage optimized instances are designed for workloads that require high, sequential read and write access to very large data sets on local storage. General purpose instances provide a balance of compute, memory, and networking resources and are suitable for a wide range of diverse workloads, but they are not optimized for GPU-intensive tasks.