Concept端侧自适应优化
On-Device Adaptive Operators
An optimization approach that, for a specific model architecture and target hardware, automatically selects operator implementations, tile sizes, precision strategies and memory layouts at compile time or runtime. It requires understanding of both the model's computation graph and the hardware memory hierarchy.
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Nov 1
On-device adaptive operators refer to an optimization approach that automatically selects operator implementations, tile sizes, precision strategies and memory layouts for a specific model structure and target hardware, with common techniques including operator fusion, paged KV Cache management, and falling back to lower precision based on hardware capabilities.
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