Error Issue occurred while processing Hailo 8 compiler

General
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Thank you @u2185645 for sharing a test block of your model.
A few notes on that-

  1. The Hailo operates on 4-dim tensors, where the batch dim is always 1, and being set dynamically. In your test block the dims changes to 3 in the middle:
    image
  2. With the above, ops like Gather, reshape can typically pose challenges to convert the network, these can sometime be addressed by usign ONNX-simplifier, that comes pre-installed with the DFC, but not always.
  3. Transpose operation can also pose challenge, especially when it involves the batch (0th) dimension.
    image
  4. Last point is related to the original ONNX that you’ve tried to convert. 8GB ONNX, means roughly a 2G parameter model. This currently not supported usecase, see this Dataflow Compiler (DFC) Availability! link