报错,安装cv2 pipinstallopencv-python -i https://mirrors.aliyun.com/pypi/simple/ 再运行: python test.py 再次报错:/usr/lib/librknnrt.so: undefined symbol: rknn_set_core_mask 此时更新rknn_server和librknnrt.so cd rknn-toolkit2-master/rknpu2/runtime/Linux/ sudocplibrknn_api/aarch64/librkn...
1 首先也需要部署运行环境,将库文件放入 RK3588 开发板上,我们将网盘资料“iTOP-3588 开发 板 \02_ 【 iTOP-RK3588 开发板】开发资料 \12_NPU 使用配套资料 \05_Linux_librknn_api\librknn_api\aarch64”路径下的文件通过U盘拷贝到开发板的/usr/lib 目录,如下图所示: 2 下载网盘资料中“iTOP-3588 开发...
if __name__ == '__main__': # 创建RKNN对象 rknn = RKNN(verbose=True) # 设置模型转换参数,这里可以指定平台,添加target_platform='rk3588'配置,默认rk3566 # mean_values是设置输入的均值,std_values是输入的归一化值 print('--> Config model') rknn.config(mean_values=[[0, 0, 0]], std_va...
使用rknn_toolkit_lite2在RK3588上部署模型,运行rknn_lite.inference时出现E RKNN: failed to submit! Op id:3 , op name: conv:inputs.3_Conv_pads_conv, flags: 0x5, task start:0,task number:218,run task number:218 , run task counter: 146 int status: 0模型推理精度大幅下降。
TB-RK3588SD-Power rknn-toolkit2¶ RKNN-Toolkit2是为用户提供在PC平台上进行Rockchip芯片NPU模型转换、推理和性能评估的开发套件。 提示 请先下载源代码再进行阅读本章节内容 目录概况如下: edge/external/rknn/rknn-toolkit2$ tree -L1. ├── doc ├── examples ├── LICENSE ├── packages └──...
Banana Pi BPI-W3 瑞芯微RK3588,HDMI双屏异显示与HDMIin功能测试 1322 -- 1:06 App Banana Pi BPI-R64 OpenWRT系统演示 1017 -- 1:26 App Banana Pi BPI-RK3588开发套件测试无线wifi6功能 #wifi6路由 #开发板 #rk3399 #硬件开源 #RK3588 2533 -- 1:53 App Banana Pi BPI-M7 RK3588开源硬件开发...
02_Rockchip_RKNPU_User_Guide_RKNN_SDK_V2.0.0beta0_CN.pdf 这是一份原理性的说明,在针对RKNN模型进行int8量化时,在调用pytorch进行建模时,就需要在建模过程中(参数反向传递的过程中,对模型参数进行处理),pytorch也有自己的量化模型,上面这份文档里有很清晰的描述。
RKNN-Toolkit-Lite2 provides Python programming interfaces for Rockchip NPU platform (RK3566, RK3568, RK3588, RK3588S) to help users deploy RKNN models and accelerate the implementation of AI applications. Download You can also download all packages, docker image, examples, docs and platform-tools...
target_platform :rk3588 custom_string: a label of model. remove_weight : size can be done.but need more model. compress_weight: reduce weight area. single_core_mode: only run on one NPU-core. model_pruning: reduce size op_target: the model can be run on cpu/npu/gpu/auto... export...
res Update RKNPU2 SDK to 1.6.0 Dec 13, 2023 rknn-toolkit-lite2 Update RK3562/RK3566/RK3568/RK3576/RK3588/RV1103B/RV1103/RV1106/RK211… Sep 18, 2024 rknn-toolkit2 Update RK3562/RK3566/RK3568/RK3576/RK3588/RV1103B/RV1103/RV1106/RK211… Sep 18, 2024 rknpu2 Update RK3562/RK3566...