NPU

NPU SPECIFICATIONS:-

RV1103 specs:-

Processor: Cortex [email protected] + RISC-V

NPU: 0.5TOPS, supports int4, int8 and int16

Memory: 64MB DDR2

RK3588 Specs:-

*6TOPS@int8

*support int4/int8/FP16/BF16/TF32

*support deep learning frameworks :-TensorFlow,Caffe, Tflite,Pytorch,Onnx NN,Android NN,etc

*Memory:-4GB

SETUP STEPS:-

sudo apt install python3-pip

harish@DESKTOP-JCC3N1V:/mnt/c/Users/haris/Downloads/p$ pip3 install -r rknn-toolkit2/rknn-toolkit2/packages/requirements_cp310-1.6.0.txt

https://www.scs.stanford.edu/~zyedidia/docs/rockchip/

https://github.com/FanX-Tek/rk3588-TRM-and-Datasheet/blob/master/Rockchip_RK3588S_Datasheet_V1.3-20220310.pdf

Network connection test:- https://www.youtube.com/watch?v=9rojGc7OKao

https://www.youtube.com/watch?v=ILmedtqtrQ8&t=79s

https://www.youtube.com/watch?v=N_l7rZeAxKs

https://www.youtube.com/watch?v=DMWD7wfhgNY&t=102s

RK3588 details:-

installation sucefull with

pip install rknn-toolkit2 -i https://mirrors.aliyun.com/pypi/simple/

(rknn) ubuntu@DESKTOP-MLTHVPE:/mnt/c/Users/haris/Downloads/p/Projects/p/rknn-toolkit2$ pip install -r rknn-toolkit2/packages/requirements_cp39-1.6.0.txt

ADB is not working

winscp is successfule with transfering data from pc to target board

wsl --shutdown Ubuntu