i.MX ProcessorsのトピックRe: How to use ovxlib or NPU

How to use ovxlib or NPU

weilly_li — Mon, 11 Jan 2021 03:15:01 GMT

Hi,

Recently, I find a code as "VSI_NN_LOG_LEVEL" from PyeIQ using NPU . So I tracked to ovxlib and openvx . but I don't know how to use it ,please help me get some document and information!!

I appreciate your help very much.

Weilly

Re: How to use ovxlib or NPU

joanxie — Tue, 12 Jan 2021 03:14:00 GMT

what board are you talking about?

Re: How to use ovxlib or NPU

weilly_li — Mon, 18 Jan 2021 07:22:40 GMT

Hi, Joanxie

It is running PyeIQ DEMO on i.MX8M Plus (NPU) or i.MX8QM (GPU) .

Thank you

Re: How to use ovxlib or NPU

joanxie — Mon, 18 Jan 2021 09:46:13 GMT

refer to the application note as below：
https://www.nxp.com/docs/en/application-note/AN12060.pdf

the demo code you can find:

https://github.com/NXPmicro/gtec-demo-framework/tree/master/DemoApps

Re: How to use ovxlib or NPU

weilly_li — Wed, 20 Jan 2021 03:08:20 GMT

Hi, Joanxie

Thank You tell me about ISP & OpenVX information, But it's not My need.

I want to know "HOW to use ovxlib on NPU/GPU" , or any related document .

Example 1 : enable inference engine
VSI_NN_LOG_LEVEL=0 {bin} -m {model} -t 1 -i {Image} -l {label} -a 1 -v 0 -c 100

Example 2 : Using Ovxlib library

vsi_nn_VerifyGraph, vsi_nn_AddNode etc....

Or... How to get VX/vx_ext_program.h

like this link :OpenVX Vision Image Extension API Introduction - Basic API

Thank your help so much

Re: How to use ovxlib or NPU

joanxie — Fri, 22 Jan 2021 10:43:51 GMT

pls refer to the enclosed file, hope helpful for you

Re: How to use ovxlib or NPU

weilly_li — Thu, 28 Jan 2021 01:50:26 GMT

Hi, joanxie

thank your help , this document taught me some operations with NPU/GPU (at Appendix A &B),

but it's not about "ovxlib" or "VSI_NN_LOG_LEVEL" using way...

I appreciate your help very much.

Re: How to use ovxlib or NPU

weilly_li — Wed, 03 Mar 2021 04:07:20 GMT

My board is i.MX8MPlus and i.MX8QM.

The problem's not find the tutorials documen yet, thank your help !!

Re: How to use ovxlib or NPU

joanxie — Fri, 19 Mar 2021 04:57:58 GMT

don't such document besides the machine learning user guide I sent to you

OVXLIB and OpenVX driver integrated with NXP
GPU driver package
− Provides low-level calls to NPU hardware
− Implemented as OpenCL kernels for GPUs of i.MX
8M, 8M Nano and 8QuadXPlus
− i.MX 8QuadMax OpenVX hardware extension
accelerates OpenVX instructions and has a significant
performance advantage over running on shader core

for imx8mp:

openvx hardware extension is available in the i.MX8MP NPU, which means that OpenVX hardware acceleration is performed on the NPU, not on the GPU

so for gpu or npu demo module, you can find the test demo in the bsp , for imx8mp demo, which is still internal use, I couldn't share with outside customer

Re: How to use ovxlib or NPU

arno_0 — Thu, 29 Jul 2021 05:47:17 GMT

I would like to use NPU of imx8mp. At the moment I am on a 5.10 mainline kernel, but it seems that I need parts of NXP kernel for accessing the NPU. From the other post it seems like that gpu-viv is needed (and its part of devicetree). Is this right - even if computation is not done on GPU but NPU? At least I don't find a dedicated NPU kernel driver. Can you advise?

Re: How to use ovxlib or NPU

unscripted1 — Fri, 21 Jan 2022 02:28:46 GMT

Hi joanxie

I also need the OVXLIB documentation for IMX8

Re: How to use ovxlib or NPU

unscripted1 — Fri, 21 Jan 2022 02:32:01 GMT

Hi Weily

did you get any infos about ovxlib??