GAP SDK RELEASE NOTE V4.8.0

• AutoTiler:
  • Added:
    • Cmake build alternative for Mnist example.
    • Improved MatMul Kernels
    • HSigmoid/HTanh/HSwish support in float16 layers
  • Fixed:
    • Tiling bug fix for vertical tiled 1D kernels
    • Bug in quantizer due to ClipF macro expansion
    • Several warnings fixed for unsigned type of ScaleN pointer
• Examples:
  • Added:
    • add new customer_bsp board example with EPEAS CIS001 camera
• FreeRTOS:
  • Changed:
    • Enable float printf, but can be disabled by adding "PRINTF_FLOAT = DISABLE" in Makefile
  • Fixed:
    • removed some circular inclusions
• SDK:
  • Added:
    • dynamic runner args support to cmake run
    • cmake gaptest support
    • README in hello for cmake and test description
    • Options to compile with cluster enabled
    • cmake top documentation
    • README in bsp ram simple test for cmake and test description
    • Options to compile with chosen ram
    • default values for gvsoc build
    • cmake build for whole sdk
  • Fixed:
    • clean target for gap8, cmake options
• GVSoC:
  • Changed:
    • change -march=native to -mtune=generic for better compatibility with newer architectures
  • Fixed:
    • Fix several problems in ASRC model integration.
• NNTool:
  • Added:
    • Global sum and min/max
    • MatMul performance improvements
    • New generation code for SQ8
    • New qtune syntax
    • Support TinyYolo
    • Split to Concat matcher to simplify network topology
    • Support Onnx NonMaxSuppression Layer
    • Json file to override quantization import in onnx
    • Initial auto compression based on global QSNR setting
    • Sigmoid and Tanh now default non hard also in onnx
    • Import quantization from nncf
  • Fixed:
    • Buf of Match Hsigmoid (#290)
    • Bugs in adjuster
    • Improved quantizer resolver
    • Transpose generation issues
    • Matadd+act generation issues
• Pulp-OS:
  • Added:
    • Move assert implem from PMSIS_API into RTOS.