The conversation between human and AI assistant.
Why can't we use a completely GPU-based system rather than using it in combination with a CPU, as alone it can provide higher computing power than a CPU?
Is there any way to optimize the use of a GPU-based system?
Absolutely. In fact, many modern software applications and programming languages have been designed with GPUs in mind, allowing developers to offload compute-intensive tasks to the GPU and achieve faster performance. There are also specialized hardware solutions, like NVIDIA's CUDA toolkit or AMD's ROCm, that can unlock even more performance from a GPU-based system. However, it ultimately depends on the specific use case and the resources available.