The discussion centers around the use of GPU profiling software and its initial lack of tracking GPU usage. There is a focus on the importance of identifying specific software or algorithms related to GPU usage tracking. The conversation highlights the need for clarity in questions posed about GPU profiling, as vague inquiries may lead to confusion. The mention of GPU profiler software indicates a recognized tool in the field, but without specific identification, the discussion remains speculative.