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[WIP] [GSOC] KV Caching for LLM inference #27205
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This PR Introduces new
dnn::ArgKind
:DNN_ARG_CACHED
. This can be used to store cache of dynamic size, which persists between runs of a net.The cache management (allocation, growing, writing) is intended to be performed directly from the layers.
The memory is organized in pages, where each page is a
Mat
.Caching is particularly useful for LLM inference, where Key and Value tokens are reused for generating subsequent tokens. The KV Caching will be added to attention layer.
Pull Request Readiness Checklist
See details at https://github.com/opencv/opencv/wiki/How_to_contribute#making-a-good-pull-request
Patch to opencv_extra has the same branch name.
Reference: #27176