2.2.0 - AIfES for Arduino

Release Notes

With this update AIfES supports Convolutional Neural Networks (CNNs).

New Features:

• Convolutional Neural Nets with following layers:
  • Conv2D
  • Flatten
  • Maxpool
  • BatchNorm
• Transposed weights for Dense layers (speed improvement)

Bug Fixes:

• Loss reductions (mean and sum, new default is mean, which is different to previous release)
• Bug fixed in loss calculation in MSE
• Bug fixed in AISTORAGE-Wrapper
• Fixing dytpe bug in inference function for output dtype
• Fix compiler warnings

2.1.1 - AIfES for Arduino

• Bugfixes in aifes_config.h and aifes_config.cpp
• Error correction in documentation

2.1.0 - AIfES for Arduino

Add new features and bugfixes to the Arduino compatible port of the AIfES framework.

What is new:

• Add integer quantization support for 8-bit (Q7) and 32-bit (Q31) integers
• Add AVR controller specific functions to work with data directly from the program memory
• Extend Arm CMSIS support for Cortex controllers
• Print output and logs default to the Serial.print() function
• Refactor configurations

2.0.0 - AIfES for Arduino

First public release of the Arduino compatible port of the AIfES ML framework.