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bl_mcu_sdk/examples/nn/Readme.md

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# Bouffalo Lab Microcontroller Software Interface Standard
The **NMSIS** is a vendor-independent hardware abstraction layer for micro-controllers that are based on Bl70x Serial processors.
The **NMSIS** defines generic tool interfaces and enables consistent device support.
It provides simple software interfaces to the processor and the peripherals, simplifying software re-use, reducing the learning
curve for micro-controller developers, and reducing the time to market for new devices.
## NMSIS Componments
* **NMSIS CORE**
All Risc-V Class Processors Standardized API for the Bouffalo Lab processor core and peripherals.
* **NMSIS DSP**
All Bouffalo Lab Bl70x Class Processors DSP library collection with a lot of functions for various data types:
fixed-point (fractional q7, q15, q31) and single precision floating-point (32-bit).
Implementations optimized for the Bl70x processor core which has RISC-V SIMD instruction set.
* **NMSIS NN**
All Bouffalo Lab Bl70x Class Processors Collection of efficient neural network kernels developed to maximize
the performance and minimize the memory footprint Bouffalo Lab Bl70x processor core.
## Directory Structure
| Directory | Content |
|:-------------------------- |:--------------------------------------------------------- |
| components/nmsis/core | NMSIS-Core related files |
| components/NMSIS/DSP | NMSIS-DSP related files |
| components/NMSIS/NN | NMSIS-NN related files |
| examples/dsp | dsp examples |
| examples/nn | nn examples |
| examples/mfcc | mfcc compile examples |
## Build Command
In the bl_mcu_sdk root directory, input
`` make APP=BasicMathFunctions_part1 ``
BasicMathFunctions_part1 is project foldor name which is placed in examples/dsp or examples/nn.
User can replace APP=xxx to change build target.
## License
This NMSIS is modified based on open-source project CMSIS to match Boufflao Lab requirements.
This project transplant NMSIS into bl_mcu_sdk structure for Bouffalo Lab Device Adapting.
NMSIS is licensed under Apache-2.0.