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家人们我做得对不队
Genetic-MixedPrec
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927e54a3
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927e54a3
authored
7 months ago
by
Ycy
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Merge branch 'main' of
https://gitlab.eduxiji.net/T202410697203239/project2315673-239723
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# 毕昇杯混精——
代码
# 毕昇杯混精——
设计文档
## 项目说明
本项目基于2013年的论文《Precimonious: Tuning Assistant for Floating-Point Precision》。
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@@ -149,7 +149,7 @@ python3 scripts/Genetic.py
整体流程图:
<img
src=
"./pr
e
ocess.jpg"
alt=
"Example Image"
width=
"200"
height=
"400"
>
<img
src=
"./process.jpg"
alt=
"Example Image"
width=
"200"
height=
"400"
>
### 文件目录
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@@ -224,17 +224,17 @@ vecgen
| 混精程度 | 平均GFlops |
|------|----------------|
| 不混精 | 7.1437
Gflops
|
| f32 | 8.7554
Gflops
|
|f16| 13.6437
Gflops
|
| 不混精 | 7.1437 |
| f32 | 8.7554 |
|f16| 13.6437 |
*
2.应用遗传算法后搜索得到的配置与delta-bugin算法得到的结果对比(f32下的对比)。
|算法| 平均GFlops |
|---|-------------|
|遗传| 24.2734
Gflops
|
|delta-debugin| 12.6731
Gflops
|
|遗传| 24.2734 |
|delta-debugin| 12.6731
|
## 遇到的问题
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