[DLIGHT][GEMV] Enable gemv schedule for adreno #319
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MLC local ci setup. Also CI for Windows and macOS building, which may take 90-100 mins. Co-authored-by: Siyuan Feng <[email protected]>
- Revert "[CMake][MSVC] Disable permissive mode for MSVC builds (#16343)" - Skip MSC tests - Disable NNPack and TFLite - Tweak CMAKE_CUDA_ARCHITECTURES
…16804)" This reverts commit 64db9f7.
Enabled new gemv schedule for opencl target, which effectively improves decode performance of mlc-llm LLM models with q4f16_0 format. Few LLM models Decode performance on Snapdragon Gen-3 android. Models Baseline Latest improved Llama-2-7B 10 tok/sec 12.5 tok/sec Qwen-7b 8.5 tok/sec 11 tok/sec
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@srkreddy1238 : Can you please take a look in this PR. |
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Thanks @krishnaraj36 , can you send the pr to https://github.com/apache/tvm |
closing with this PR apache/tvm#16932 |
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Enabled new gemv schedule for opencl target, which effectively improves decode performance of mlc-llm LLM models with q4f16_0 format.
Few LLM models Decode performance on Snapdragon Gen-3 android.
Models Baseline Latest improved
Llama-2-7B 10 tok/sec 12.5 tok/sec
Qwen-7b 8.5 tok/sec 11 tok/sec