Which Amazon EC2 instance type should the company use?

Explanations:

Accelerated computing instances are specifically designed to provide high-performance computing for workloads that require GPU resources, making them ideal for compute-intensive tasks that utilize graphics processing units.

Compute optimized instances are tailored for CPU-intensive tasks and do not offer GPU acceleration. They are better suited for applications that require high CPU performance rather than those that leverage GPU capabilities.

Storage optimized instances are designed for workloads that require high, sequential read and write access to large data sets. They do not focus on GPU capabilities and are not suitable for compute-intensive workloads that rely on GPUs.

General purpose instances provide a balance of compute, memory, and networking resources but do not include specialized hardware for GPU acceleration. They are not optimal for workloads that are specifically compute-intensive and require GPUs.