@soiferj 1. Shape function is used to compute the output shape(s) of an op at runtime, which cannot be determined at compilation time. And yes, fow now, we have to register the shape function for all ops to support dynamic shape. 2. We could do this. But we need to change the attribute of `full` op to let it take non-constant shapes.
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