[DLIGHT][GPU] Add OpenCL dequant matmul schedule #17187
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1. Enhanced the GPU matmul schedule for OpenCL Android and windows backend. 2. It improves the 2X performance gain for Llama-2-7B prefill process Model device Earlier prefill perf Optimized prefill perf Llama-2-7B-chat-hf Snapdragon® 8 Gen 3 27 tok/sec 50 tok/sec
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@tqchen @Hzfengsy - Can you please take a look at this PR. |
tqchen
approved these changes
Jul 23, 2024
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-------Model ------------------target device -----------Earlier prefill perf -------Optimized prefill perf
Llama-2-7B-chat-hf ------ Snapdragon® 8 Gen 3--------27 tok/sec------------------50 tok/sec