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Add Op UnitTest for Cast #1381

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merged 15 commits into from
May 6, 2023

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enkilee
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@enkilee enkilee commented Apr 29, 2023

描述

为 cast 算子增加单测文件

算子类型

  • ElementWise:输入张量索引和输出张量索引之间存在一对一的对应关系
  • Broadcast:输入张量索引和输出张量索引之间存在一对多的对应关系
  • Injective:单射算子,可以将一个输出 axis 映射到一个输入 axis
  • Reduction:输入张量索引和输出张量索引之间存在多对一的对应关系
  • OutFusible:复杂算子,仍然可以将一对一的算子融合到其输出中。
  • kNonFusible:无法融合的算子

OpMapper

Test Cases Checklist

张量维度

  • 1D 张量
  • 2D 张量
  • 3D 张量
  • 4D 张量

special shape
挑选 2D/3D/4D 张量中的一个,测试下面的特殊情况。

  • 其中一个维度为 1
  • 其中一个维度小于 1024
  • 其中一个维度大于 1024

向量的所有维度都是 1

张量数据类型

  • bool
  • int8
  • int16
  • int32
  • int64
  • float16
  • float32
  • float64

广播

  • 这个算子是否支持广播?
  • 广播的测试样例

算子属性

算子属性的测试用例。

  • 属性:属性类型-可取值
  • dtype

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paddle-bot bot commented Apr 29, 2023

Thanks for your contribution!

@thisjiang
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添加算子缺失的单测:cast

PR描述请参考:#1379 ,建议拷贝过来并按照对应情况进行自检查

@enkilee
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enkilee commented May 4, 2023

@thisjiang done

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这单测耗时还是大于 200s:
image

将shape再剪下枝吧,去掉5D-tensor:[16, 8, 4, 2, 1]的配置试试

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LGTM

@thisjiang thisjiang merged commit 1b11b8f into PaddlePaddle:develop May 6, 2023
jiahy0825 pushed a commit to jiahy0825/CINN that referenced this pull request May 25, 2023
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3 participants