Steep learning curve for GPU parallel computing and optimization
6Developers unfamiliar with parallel computing face a significant barrier to entry. Effective GPU utilization requires specialized knowledge of optimization techniques, memory hierarchy management, and core balancing—making GPU programming more counterintuitive than sequential programming.
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