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[BUG] ragged input to HMM #1095

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hammondm opened this issue Apr 24, 2024 · 0 comments
Open

[BUG] ragged input to HMM #1095

hammondm opened this issue Apr 24, 2024 · 0 comments

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@hammondm
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Describe the bug

HMM inputs can be "ragged" in dimension 1. But there doesn't seem to be a way to move such inputs to the GPU.

I tried using a nested tensor from pytorch for this, but that doesn't work.

To Reproduce

  • Move the HMM to the GPU.
  • Move all inputs to the GPU.
  • Pass a list of (ragged) inputs to HMM.fit throws an error.
  • Put the ragged inputs into a nested tensor and there is a different error.
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@hammondm