[KVCache] Add KV Cache for CPU Runtime #17615
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This PR introduces KV Cache support for the CPU runtime: * Implementation of KV Cache TIR for CPU-based processing. * Updates to the relevant runtime components to integrate KV Cache. Co-authored-by: HMZ <mzhuang@pllab.cs.nthu.edu.tw> Co-authored-by: ShouChenChiu <scchiu@pllab.cs.nthu.edu.tw>
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Hi @MasterJH5574 , could you help to review this PR? Thanks. cc. @tqchen |
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Thank you @mengshyu! I wonder if we can add some unit tests? We can have a file that is similar to https://github.com/apache/tvm/blob/main/tests/python/relax/test_runtime_builtin_paged_attention_kv_cache_tir.py which focuses on the CPU backend. |
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LGTM, thank you @mengshyu!
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* [KVCache] Add KV Cache for CPU Runtime This PR introduces KV Cache support for the CPU runtime: * Implementation of KV Cache TIR for CPU-based processing. * Updates to the relevant runtime components to integrate KV Cache. Co-authored-by: HMZ <mzhuang@pllab.cs.nthu.edu.tw> Co-authored-by: ShouChenChiu <scchiu@pllab.cs.nthu.edu.tw> * Add unit test --------- Co-authored-by: HMZ <mzhuang@pllab.cs.nthu.edu.tw> Co-authored-by: ShouChenChiu <scchiu@pllab.cs.nthu.edu.tw>
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This PR introduces KV Cache support for the CPU runtime: