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Vollo SDK 23.0.0

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@acairncross acairncross released this 13 May 10:44
· 4 commits to v23.x since this release
v23.0.0
31438a1
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Learn about vigilant mode.

⚠️ Deprecated, please use 23.1.0 ⚠️

This is an alpha release for the newly supported Alveo V80 which is not intended for production use. Performance on the V80 is not yet optimized.

  • Add support for Alveo V80
  • Add support for vfio-pci; use load-kernel-driver.sh vfio to load it, required for V80
  • Add lock to Vollo RT to prevent concurrent usage of the accelerator
  • Add support for broadcasting non-constant tensors except along the data dimension
  • Add grouped convolution support to vollo_torch.nn.PaddedConv1d
  • Add support for reshape operations
  • Improve VM cycle count estimates for Agilex devices
  • Changes to the API of vollo_torch.nn.Scan: the step function now returns an output tensor and a separate state tensor instead of a single tensor; the forward method now takes both an input_axis and an output_axis instead of a single axis argument
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