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DeepSparse v0.8.0

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@jeanniefinks jeanniefinks released this 26 Oct 15:03
v0.8.0
60a905c
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Learn about vigilant mode.

New Features:

  • Tensor columns have been optimized, improving the performance of some networks.
    • This includes but is not limited to pruned and quantized YOLOv5s and BERT.
    • For networks with subgraphs comprised of low-compute operations.
    • Batch size must be a multiple of 16.
  • Reduce operators have been further optimized in the Engine.
  • C++ API support is available for the DeepSparse Engine.

Changes:

  • Performance improvements made for low-precision (8 and 16-bit) datatypes on AVX2.

Resolved Issues:

  • Rarely, when several data arrangement operators were in a row, e.g., Reshape, Transpose, or Slice, assertion errors occurred.
  • When Pad operators were not followed by convolution or pooling, assertion errors occurred.
  • CPU threads migrated between cores when running benchmarks.

Known Issues:

  • None
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