AndesAIRE™ NN Library
Optimized Neural Network Compute Libraries for RISC-V Processors
AndesAIRE™ NN Library Overview
AndesAIRE™ (Andes AI Runs Everywhere) NN library is a powerful and efficient neural network compute library that is designed to accelerate neural network tasks on AndesCore™ RISC-V CPU platforms. With AndesAIRE™ NN library, developers can take advantage of advanced algorithms and techniques to optimize neural network performance. The library is designed to unleash the maximum performance of RISC-V DSP/SIMD (P-extension; draft) and RISC-V Vector (V-extension; v1.0) and minimize the memory footprint. It also utilizes AndeStar™ V5 RISC-V Extension to further reduce code size and improve performance.
Features
- Highly optimized neural network INT8 functions for AndesCore™ RISC-V CPU
- Optimized for the following ISA extensions:
- RISC-V DSP/SIMD (RVP draft)
- RISC-V Vector (RVV v1.0)
- >170 functions for versatile NN operators
- 8 categories:
- Activation
- Basic
- Concatenation
- Convolution
- Fully Connected
- Pooling
- Softmax
- Utils
Block Diagram
Related Tools
- AndeSight™ IDE
- AndesAIRE™ NN SDK
- NNPilot™ neural network optimization tool suite
- TensorFlow Lite for Microcontrollers
Product Package
- AndesAIRE™ NN Library for RVP extension
- AndesAIRE™ NN Library for RVV extension
