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In PT2 paper, dynamic shape is a import contribution. But, our current implementation can support this...
https://pytorch.org/docs/stable/torch.compiler_dynamic_shapes.html
If you say torch.compile(dynamic=False), we will turn off automatic dynamic shapes on recompiles and always recompile for each distinct size.
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