What are the main challenges of GPU usage in AI?
The main challenges include high costs, power consumption, and thermal management.
Can you explain why power consumption is a concern?
Power consumption is a concern because it affects operational costs and can lead to overheating issues.
What about the cost of GPUs? Why are they so expensive?
GPUs are expensive due to their advanced technology, high demand, and limited supply, especially for AI applications.
Are there alternatives to using GPUs for AI?
Yes, alternatives include TPUs, CPUs, and even cloud-based solutions that can be more cost-effective.
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