[Operators] Improving fp32 matrix multiplication on x86 CPUs#378
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yaoyaoding merged 141 commits intohidet-org:mainfrom Dec 14, 2023
Merged
[Operators] Improving fp32 matrix multiplication on x86 CPUs#378yaoyaoding merged 141 commits intohidet-org:mainfrom
yaoyaoding merged 141 commits intohidet-org:mainfrom
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Hi @BolinSNLHM, Thanks a lot for the contribution! I will review it soon. Before that, could you spend some time on benchmark on the new implementation vs. baselines (e.g., pytorch and tvm). |
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The preliminary performance results of the improved version of the matmul operator: (The results for the 1x1024x1024, as the bars are too low to be visible: |
yaoyaoding
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Dec 11, 2023
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Thanks @BolinSNLHM !
It looks good to me.
python/mat_new.py
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| @@ -0,0 +1,148 @@ | |||
| import numpy as np | |||
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| super().__init__( | ||
| name='matmul_f32_x86', | ||
| name='matmul_f32_x86_v2', |
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Maybe still use matmul_f32_x86?
deleted redundant file
use the original name
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Thanks @BolinSNLHM ! |
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