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Getting Started with Voyager SDK – A Quick IntroductionTutorial

Hi everyone,I’ve just published a quick walkthrough of the Voyager SDK, our all-in-one platform for building and deploying AI applications at the edge. If you’re working on computer vision tasks or just curious about what makes Metis and Voyager such a powerful combo, this video is for you.In it, we’ll cover the basics:🔹 What Voyager SDK is and how it simplifies AI development🔹 How to use the Model Zoo or bring your own model🔹 Performance, quantization, pipelines, and real-time inference🔹 A peek at cascading models and what’s possible with our quad-core Metis AIPUWhether you’re building a demo, proof of concept, or production deployment, this will help you get started with confidence. Let me know what you think!Looking forward to seeing what you build with it!

1 day ago

pautu227Cadet

Metis M.2

Trying to setup rpi5 with metis m2

@Victor Labian I’m also trying to setup rpi5 with metis m2. I have question what host OS you was using and have you changed anything in config.txt?

20529

3 days ago

SaitejaCadet

Metis M.2

Deploying the YOLOPv2 model on to Metis M2 for lane detection

Hi, I am also working on same thing deploying the YOLOPv2 model on to Metis M2. I have downloadded the data set from bdd100k and arranged in this manner.voyager-sdk/├── data/│ └── yolopv2_dataset/│ ├── images/│ ├── labels/│ ├── cal.txt│ ├── val.txt│ └── data.yaml├── customers/│ └── my_yolopv2/│ └── yolopv2.pt└── yolopv2-custom.yamlso when i am trying to deploy the model using yaml I am getting this error(venv) aravind@aravind-H610M-H-V2:~/Desktop/voyager-sdk$ ./deploy.py customers/my_yolopv2/yolopv2.yamlINFO : Using device metis-0:1:0INFO : Detected Metis type as pcieINFO : Compiling network yolopv2-custom /home/aravind/Desktop/voyager-sdk/customers/my_yolopv2/yolopv2.yamlINFO : Compile model: yolopv2-customINFO : Imported DataAdapter ObjDataAdaptor from /home/aravind/Desktop/voyager-sdk/ax_datasets/objdataadapter.py/home/aravind/.cache/axelera/venvs/93f45ae3/lib/python3.10/site-packages/torch/serialization.py:779: UserWarning: 'to

586

3 days ago

floritCadet

LLMs, NLP, Neural Networks

Outsource the Learning process of an LLM from system to Metis

how let run a LLM learning process driven by system ram and cpu model outsource to metis device?or better say how to load 4,7GB into metis m.2 with 1GB

222

3 days ago

floritCadet

Metis M.2

Metis M.2 on Raspberry Pi 5 - Driver Installation and Docker Setup Issues

hello I hijack this a little bit … once I type “lspci” it gave me following output on a pi 5 0001:00:00.0 PCI bridge: Broadcom Inc. and subsidiaries BCM2712 PCIe Bridge (rev 30)0001:01:00.0 Processing accelerators: Axelera AI Metis AIPU (rev 02)0002:00:00.0 PCI bridge: Broadcom Inc. and subsidiaries BCM2712 PCIe Bridge (rev 30)0002:01:00.0 Ethernet controller: Raspberry Pi Ltd RP1 PCIe 2.0 South Bridge how to activate the device and getting to work with my python3 script

12931

3 days ago

MehmetYigitCadet

Metis M.2

Metis M.2 Accelerator Can't Recognized by Jetson AGX Orin

Hello.I recently received the m.2 metis accelerators and did a test on the boards provided by Axelera and got results close to the published benchmarks. It was succesful.I then connected these accelerators to the Orin (via the m.2 slot) in order to use them also for the my Jetson AGX Orin environment. But in the voyager-sdk installation i got “WARNING: Failed to refresh pcie and firmware” error. The installation completes but the accelerator device does not show up on my system. In lspci -tv command I get the output attached to this post. Can’t see metis there.I didn't see any information about the compatibility of these accelerators with Jetson systems (my m2 slot is M-key). If they are compatible, can you help me to fix the installation?Thanks :)

1048

5 days ago

Hiroyuki KojimaCadet

Voyager SDK

Error Installing Voyager SDK 1.2.5 in Docker

Hi, I followed the "Install Voyager SDK in a Docker Container" guide to try installing SDK version 1.2.5, but I encountered an error with one of the packages during the process.Could you please let me know how to resolve this issue?The attached file contains the installation log. --- [150/193] Installing development libraries [150/193] Install axelera_compiler [150/193] python3 -m pip --disable-pip-version-check install --index-url XXXX@software.axelera.ai/artifactory/axelera-dev-pypi/ --no-deps -c cfg//requirements-ubuntu-2204-amd64.txt "axelera_compiler" [150/193] Looking in indexes: XXXX:****@software.axelera.ai/artifactory/axelera-dev-pypi/ [150/193] WARNING: 401 Error, Credentials not correct for https://software.axelera.ai/artifactory/axelera-dev-pypi/axelera-compiler/(X) [150/193] ERROR: Cannot install axelera_compiler because these package versions have conflicting dependencies. [150/193] The conflict is caused by: [150/193] The user requested axeler

floritCadet

it ask me every time about token … yes I use my registered emailand I did not found any token in my accountwtf

5 days ago

SpannerAxelera Team

AI Trends and Innovations

Have you seen any projects combining CNC and AI?

About 40m of 2020 aluminium profile just arrived for the CNC machine I’m building! I suddenly feel like this might be a bigger job than I initially planned…Anyway, that’s for another day. What’s crossed my mind now is whether anyone’s seen any projects that combine CNC with vision AI? I’m thinking it’d be cool if I could combine the two, since I’m building one machine anyway.Predictive maintenance, maybe? Although this is a homemade machine, so that’s not a huge issue.Perhaps positioning and alignment could be something AI could get involved with? That could potentially be useful and reduce waste. Any other ideas of existing projects anyone’s seen in this area?

180

8 days ago

Semih_Cadet

The Axelera Forum

Legal Issues and Axelera

Hi everyone,I am Semih. I am a PhD researcher at University of Tuebingen on Open Source and AI. I am trying to understand Axelera’s hardware and in future I am planning to research legal and regulatory issues related to AI hardware, role of open source hardware, licensing contracts, regulatory compliance especially with Cyber Resilience Act, GDPR and AI Act. I was wondering if anyone is conducting a similar research or are there any pain points or interesting discussions under these themes?Thanks in advance

150

9 days ago

pautu227Cadet

Metis M.2

Trying to setup rpi5 with metis m2

@Victor Labian I’m also trying to setup rpi5 with metis m2. I have question what host OS you was using and have you changed anything in config.txt?

20529

3 days ago

SaitejaCadet

Metis M.2

Deploying the YOLOPv2 model on to Metis M2 for lane detection

586

3 days ago

floritCadet

Metis M.2

Metis M.2 on Raspberry Pi 5 - Driver Installation and Docker Setup Issues

12931

3 days ago

MehmetYigitCadet

Metis M.2

Metis M.2 Accelerator Can't Recognized by Jetson AGX Orin

floritCadet

it ask me every time about token … yes I use my registered emailand I did not found any token in my accountwtf

5 days ago

zefirCadet

Voyager SDK

Is graphical video output expected to work from within the docker SDK?

Hi all,I’m a docker noob, so please bear with me if this is a stupid question.To get the SDK operational on my Ubuntu-24.04 system I followed the Install Voyager SDK in a Docker Container and can make it up to test-running some inferences. Alas, while I expected the videos to be displayed in a dedicated window at full resolution, for me they are shown in the active text-console (ncurses-based I assume), obviously coarse and slow.I tried to learn how to activate graphics output from within docker, but all I got was that docker essentially is meant to be text-only and graphics usually is provided via web-browser of pages served from within docker.So to put it bluntly: those videos showing Voyager SDK performing object detection at exhibitions at full-resolution and full-framerate, are those from within docker or are they run from a native ubuntu-22 system?If it is possible to tune docker to have that video output, a mini-howto would help a lot.

212

11 days ago

zefirCadet

Metis PCIe

Reset and resource allocation failures on Metis PCIe device on AMD64 system

Dear all,I am trying to get my hands on the Metis PCIe card on my current working PC, beingmainboard: Asus Prime X570-P CPU: AMD Ryzen 9 3900X OS: Ubuntu 24.04.2 LTS, 6.8.0-58-generic x86_64The first issue I face is that the warm-reset does not seem to work for me, i.e. if I issue a reboot without re-powering the system, the Metis device does not show up in lspci, while after a power-down (with physical PSU switching off) it is there. This is reproducible and based on my experience points to either my mainboard BIOS issuing a wrong reset sequence to the PCIe slot, or the device itself not issuing a full reset sequence on warm-boot. Since I know how to get the card detected, this is only an annoyance - but I saw that also another user of AMD64 system in the forum has similar issues and the problem might go deeper.Which leads to the second issue I am observing and which I filed already a support request but realized here would be the better place to discuss it.According to David M. to ch

8916

11 days ago

SpannerAxelera Team

LLMs, NLP, Neural Networks

May the Source (Code) be With You!

May 4th is almost upon us, so naturally we’re thinking about AI… in space. More specifically: the AI and droid legends of the Star Wars universe.From multilingual protocol units to rogue assassin bots with surprising moral compasses, Star Wars has given us some of the most iconic (and occasionally chaotic) artificial intelligences in sci-fi.So here’s the question...

380

14 days ago

DrouenCadet

Metis M.2

Troubleshooting installation

Hello my name is Kevin, i am trying to work on a project that the m.2 is going to interfere with my cpu and later on maybe my gpu.is there a way, and another question whats the command to go on rtsp? my system is:AMD 9950X3D CPUAMD 7900XTX GPU48 gb DDR5 on 8200MHZMetis Axelera AI on an m.2 port.

6512

15 days ago

oguzEnsign

Metis M.2

Transforming the Attention mechanism into Convolutional

Hello,I know that axelera does not work in the attention mechanism. For example, can we convert the attention mechanism in the yolov11 architecture to convolution? Have you done any research or read on this subject? Does Softmax structure work in Axelera? (as far as I know, no) Is there a way to turn Softmax into a working structure?

632

17 days ago

Axelera Assist

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Error Installing Voyager SDK 1.2.5 in Docker

Metis M.2 on Raspberry Pi 5 - Driver Installation and Docker Setup Issues

Trying to setup rpi5 with metis m2

Is graphical video output expected to work from within the docker SDK?

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