The most interesting aspect of this project is that we took into account mobile power consumption and the issue of performance throttling caused by prolonged usage.
Most existing memory frameworks are designed for desktop computers; there are virtually no solutions tailored for on-device mobile memory frameworks, which require specific considerations regarding power consumption and computational resources. We leveraged mobile background processing and the architecture of high-performance and efficiency cores to offload all suitable computations to the background.
For instance, memory-related operations are only executed when the system is idle in the background. Consequently, users do not experience a significant strain on computational resources while chatting, generating images, or listening to synthesized speech.
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