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Add expand composite rule #50810

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merged 14 commits into from Mar 13, 2023

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xysheng-baidu
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add composite rule for expand

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paddle-bot bot commented Feb 23, 2023

你的PR提交成功,感谢你对开源项目的贡献!
请关注后续CI自动化测试结果,详情请参考Paddle-CI手册
Your PR has been submitted. Thanks for your contribution!
Please wait for the result of CI firstly. See Paddle CI Manual for details.

shape_in = x.shape
assert len(shape) >= len(shape_in)
dim_out = len(shape)
dim_in = len(shape_in)
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polish 3 lines

dim_out = len(shape)
dim_in = len(shape_in)
if dim_out == 0:
return x
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image

test case does not cover this branch, add relative case

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dim_out can't be 0, remove the code.



# Situation 10: comp case, input x is Bool
class TestExpandV2CompOpBoolean(OpTest):
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之前没有组合测试的单测可以去掉,例如Shape Tensor类的

@Charles-hit Charles-hit merged commit 559de39 into PaddlePaddle:develop Mar 13, 2023
for i in range(dim_out - dim_in):
shape_in_expand.append(1)
shape_in_expand.extend(shape_in)
x_reshape = reshape(x, shape_in_expand)
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Add comment to show why we need reshape first

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Under the static graph, the tile op will set the expanded dimension to -1 when expanding the tensor, which will result in failure to pass the shape check. So for tensors that need to expand the dimension, reshape will be used in advance

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4 participants