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2.0.0

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@Needle-Mirror-Bot Needle-Mirror-Bot released this 22 Aug 18:09
2.0.0
94990bb

[2.0.0] - 2024-08-14

Added

  • Callbacks for retrieving the ONNX metadata at import time.
  • Upload method to Tensor to allow for direct upload of data.
  • IndexSelect functional operator.
  • scoreThreshold parameter for NMS functional method.
  • Tensor.Reshape accepts tensor shapes of different lengths, provided the capacity of the tensor data is large enough.
  • Worker.CopyOutput method for copying outputs into allocated tensors.
  • FunctionalTensor.ToString shows the data type and shape (if known) for debugging when using the functional API.

Changed

  • Made a generic Tensor class so that you can declare Tensor<float> and Tensor<int> rather than TensorFloat and TensorInt.
  • Reworked and unified the Worker methods for setting inputs and scheduling.
  • IWorker and GenericWorker to be an instantiable Worker class.
  • Renamed Execute to Schedule throughout for clarity.
  • Renamed BurstTensorData to CPUTensorData for consistency.
  • Renamed and reworked SymbolicTensorShape as DynamicTensorShape for clarity and ease of use.
  • Reworked the Functional.Compile method as methods on a FunctionalGraph object, for clearer declaration of inputs and outputs.

Fixed

  • Issues with the Slice operator on zero-length dimensions.
  • Compilation of the GridSample shaders on consoles.

Removed

  • GPUCommandBuffer backend, in favour of a unified GPUCompute backend using command buffers.
  • IBackend methods, use the functional API to create and edit models instead.
  • Many methods and classes from the public API to keep it clear and maintainable.
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