pytorch
7ea65596 - Add size checks to `torch.stack` (#32931)

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5 years ago
Add size checks to `torch.stack` (#32931) Summary: Checks the size of each tensor passed to `torch.stack` before calling `cat` to address https://github.com/pytorch/pytorch/issues/29510. This is done in the `get_stack_input` function as that is a common path. The function now compares the size of each tensor in the TensorList to the size of the first tensor and throws an exception when the sizes are not equal. To compare: ``` x = torch.zeros([1, 2]) y = torch.zeros([1, 3]) torch.stack([x, y]) # Errors due to size differences ``` Current error: ``` RuntimeError: invalid argument 0: Sizes of tensors must match except in dimension 0. Got 2 and 3 in dimension 2 at (path)\aten\src\TH/generic/THTensor.cpp:612 ``` New error: ``` RuntimeError: stack expects each tensor to be equal size, but got [1, 2] at entry 0 and [1, 3] at entry 1 ``` Pull Request resolved: https://github.com/pytorch/pytorch/pull/32931 Differential Revision: D19700110 Pulled By: ezyang fbshipit-source-id: 7e18bb00fa2c137e418e340d719b6b76170b83e3
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