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PR types
Bug fixes
PR changes
OPs
Describe
修正masked_select 在静态图下形状推导的bug,根据api描述,该op的输出只能为1-D Tensor,与输入的dims无关。
问题现象:静态图运行masked_select时,输出为2D-Tensor,如masked_select(a, mask_a).shape=[-1, -1], masked_select(b, mask_b).shape=[16, -1],两个tensor无法stack。而在动态图时,两个op的结果都应该为1D-Tensor,shape=[128]。
问题根因:masked_select的InferShape中,输出的output_dim由输入决定,但是根据api描述的使用场景,该op的输出只能为1-D Tensor,与输入的dims无关。
解决方案:修改masked_select的InferShape中对于输出的形状推导方法,使其shape在静态图下始终为-1