RELEASE.md

# ModusToolbox™ Machine Learning Middleware Library Release Notes
The ModusToolbox™ ML Middleware Library is a set of helper functions to handle the Machine Learning models and capability to receive stream validation data.

Please refer to the [README.md](./README.md) for a complete description of the ModusToolbox™ ML Middleware Library.

## What's Included?
This release of the ModusToolbox™ ML Middleware library includes support for the following functionality:
* utils - functions to help handling the inputs/outputs of a machine learning model
* model - functions to initialize and inference a ML model
* stream - functions to stream validation data

Support floating-point and fixed-point variants:
* 32-bit floating-point
* 16-bit fixed-point input
* 8-bit fixed-point input
* 16-bit fixed-point weight
* 8-bit fixed-point weight

The MTB-ML Middleware library supports Windows, Linux and Mac OS.

## What Changed?

### v2.0.1
* Added mtb_ml_utils_model_quantize & mtb_ml_utils_convert_tflm_flt_to_int8 functions
### v2.0.0
* Support for TensorFlow Lite Micro
#### v1.0.0
* Initial release

### Supported Software and Tools
This version of the was validated for compatibility with the following Software and Tools:

| Software and Tools                        | Version       |
| :---                                      | :----:        |
| ML Inference                              | 2.0.0         |
| ML TFLiteU                                | 2.0.0         |
| ML Core tools                             | 2.0.0         |
| GCC Compiler                              | 10.3-2021.07  |
| ARM Compiler 6                            | 6.16          |
| IAR Compiler                              | 9.30.1        |
| CyBridge                                  | 3.4.0         |

Minimum required ModusToolbox™ Software Environment: v3.0

### More information
Use the following links for more information, as needed:
* [ModusToolbox™ Machine Learning Design Support](https://www.infineon.com/cms/en/design-support/tools/sdk/modustoolbox-software/modustoolbox-machine-learning/)
* [Cypress Semiconductor, an Infineon Technologies Company](http://www.cypress.com)
* [Cypress Semiconductor GitHub](https://github.com/Infineon)
* [ModusToolbox](https://www.cypress.com/products/modustoolbox)

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