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v1.6.0

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@airockchip airockchip released this 15 Dec 03:16
· 1 commit to master since this release
  • Support ONNX model of OPSET 12~19
  • Support custom operators (including CPU and GPU)
  • Improve support for dynamic weight convolution, Layernorm, RoiAlign, Softmax, ReduceL2, Gelu, GLU, etc.
  • Added support for python3.7/3.9/3.11
  • Add rknn_convert function
  • Improve transformer support
  • Improve the MatMul API, such as increasing the K limit length, RK3588 adding int4 * int4 -> int16 support, etc.
  • Reduce RV1106 rknn_init initialization time, memory consumption, etc.
  • RV1106 adds int16 support for some operators
  • Fixed the problem that the convolution operator of RV1106 platform may make random errors in some cases.
  • Improve user manual
  • Reconstruct the rknn model zoo and add support for multiple models such as detection, segmentation, OCR, and license plate recognition.