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This PR fixes a shape inference bug in function
InferAttr
.Consider the following network:
Given a data shape, if the shape forward inference starts from weight, there would be several node entries with unknown shapes for abs_op and sum_op in the first pass. The weight shape is only known after fc_op's shape inference is done. When the backward shape inference starts, it assumes that all forward node entries' shapes are known. However, this is not true in this case and therefore, leads to
CHECK_EQ
failure.The problem is fixed by skipping
CHECK_EQ
for empty shapes in the backward shape inference.@piiswrong @eric-haibin-lin