Question: How do you ensure consistent AI model performance across Android devices?

DEV CommunityFriday, October 31, 2025 at 1:35:02 PM
In the world of app development, ensuring that AI models perform consistently across various Android devices is a significant challenge. Developers often face issues where a model may excel on one device but struggle on another due to differences in hardware like CPUs, GPUs, and NPUs. This raises important questions about whether to deploy a single model across all devices or to tailor models for specific hardware. Addressing this issue is crucial for delivering a seamless user experience and meeting real-time performance requirements.
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