GAP SDK RELEASE NOTE V4.12.0

• AutoTiler:
  • Added:
    • Improved fused activations in HWC pooling
    • MatMul for DSP processing (float16 and 32)
    • Support for OCTOSPIFlash/Ram in code generation
  • Fixed:
    • NE16 Depthwise mode bug in real HW
    • Real FFT evaluation of last bin spectrogram
• Examples:
  • Removed:
    • remove efuse_burner example
• FreeRTOS:
  • Fixed:
    • fix use of notify in pi_task
• SDK:
  • Changed:
    • change the documentation navigation depth limit to infinite
  • Fixed:
    • add missing PMSIS include directory to documentation
• NNTool:
  • Added:
    • ONNX Upscale operator
    • Batchnorm converted to discrete expressions ops when not fusable
    • Expression compiler with better iteration handling + more flexible quantization + code comments
  • Fixed:
    • NNCF mixed precision import for <8bits weights
• GVSOC:
  • Fixed:
    • Fixed issue with hw loop save/restore