# Latest **URL:** https://community.memryx.com/latest.md [Latest](https://community.memryx.com/latest.md) · [Categories](https://community.memryx.com/categories.md) · [Tags](https://community.memryx.com/tags.md) --- ## [Welcome to MemryX Developer Community! 👋](https://community.memryx.com/t/welcome-to-memryx-developer-community/5)
**Author:** [@system](https://community.memryx.com/u/system)\ **Replies:** 3\ **Last updated:** [October 29, 2025, 2:12am UTC](https://community.memryx.com/t/welcome-to-memryx-developer-community/5 "2025-10-29T02:12:01Z")
We are so glad you joined us. MemryX Developer Community A place for MemryX developers to support each other Here are some things you can do to get started: :speaking\_head: Introduce yourself by adding your picture … --- ## [MX3 wedges under concurrent streaming with some DFPs — reproducer, workarounds, and a way to recover without rebooting](https://community.memryx.com/t/mx3-wedges-under-concurrent-streaming-with-some-dfps-reproducer-workarounds-and-a-way-to-recover-without-rebooting/232)
**Author:** [@JESUSROYETH](https://community.memryx.com/u/JESUSROYETH)\ **Replies:** 2\ **Last updated:** [August 17, 2026, 1:19pm UTC](https://community.memryx.com/t/mx3-wedges-under-concurrent-streaming-with-some-dfps-reproducer-workarounds-and-a-way-to-recover-without-rebooting/232 "2026-08-17T13:19:52Z")
Hi @lindsay.morel and team: Update, same day: I kept measuring and the cause is not what this post says. These DFPs are not broken — they run 3000 frames straight with one inference in flight. The failure needs concurre… --- ## [Welcome to the MemryX Developer Community — Start Here](https://community.memryx.com/t/welcome-to-the-memryx-developer-community-start-here/236)
**Author:** [@pruthin1](https://community.memryx.com/u/pruthin1)\ **Replies:** 0\ **Last updated:** [August 13, 2026, 4:19pm UTC](https://community.memryx.com/t/welcome-to-the-memryx-developer-community-start-here/236 "2026-08-13T16:19:46Z")
Welcome to the MemryX Developer Community — Start Here Welcome to the MemryX Developer Community! This is a place for developers, researchers, makers, partners, and edge-AI enthusiasts to learn, exchange ideas, showcase… --- ## [Cannot compile YOLO11](https://community.memryx.com/t/cannot-compile-yolo11/229)
**Author:** [@ahmet](https://community.memryx.com/u/ahmet)\ **Replies:** 4\ **Last updated:** [July 29, 2026, 7:18pm UTC](https://community.memryx.com/t/cannot-compile-yolo11/229 "2026-07-29T19:18:24Z")
Hi, mx\_nc --version 2.2.2 I want to compile the YOLO11 model I exported from Ultralytics using the Neural Compiler, but I’m encountering an error. memryx.errors.OperatorError: Matmul (‘/model.10/m/m.0/attn/MatMul’) w… --- ## [Home Assistant OS Install](https://community.memryx.com/t/home-assistant-os-install/227)
**Author:** [@Sheldon\_Goldwing](https://community.memryx.com/u/Sheldon_Goldwing)\ **Replies:** 12\ **Last updated:** [July 29, 2026, 2:14pm UTC](https://community.memryx.com/t/home-assistant-os-install/227 "2026-07-29T14:14:37Z")
I’m sorry to have to ask this but I just can’t spend every evening searching and experimenting to get my new MX3 M.2 working. I’m using Frigate with: Home Assistant OS Core: 2026.7.2 Supervisor: 2026.06.2 Operating… --- ## [Frigate with MemryX on Home Assistant OS](https://community.memryx.com/t/frigate-with-memryx-on-home-assistant-os/228)
**Author:** [@lindsay.morel](https://community.memryx.com/u/lindsay.morel)\ **Replies:** 2\ **Last updated:** [July 21, 2026, 2:57pm UTC](https://community.memryx.com/t/frigate-with-memryx-on-home-assistant-os/228 "2026-07-21T14:57:46Z")
Overview We are pleased to announce that MemryX detector support is now available for Frigate users working with Home Assistant OS (HAOS)! The purpose of this guide is to provide resources for building a custom HAOS ima… --- ## [Request: RF-DETR (Roboflow) Neural Compiler Extension](https://community.memryx.com/t/request-rf-detr-roboflow-neural-compiler-extension/226)
**Author:** [@Miguel](https://community.memryx.com/u/Miguel)\ **Replies:** 1\ **Last updated:** [July 16, 2026, 2:50pm UTC](https://community.memryx.com/t/request-rf-detr-roboflow-neural-compiler-extension/226 "2026-07-16T14:50:17Z")
We have an RF-DETR face detection model (exported to ONNX) we’d like to compile to DFP on SDK 2.2. The compiler fails on GridSample, TopK, GatherElements, Where (ops from the multi-scale deformable attention decoder). Gi… --- ## [How to Upgrade or Downgrade to MemryX SDK 2.1 for Frigate](https://community.memryx.com/t/how-to-upgrade-or-downgrade-to-memryx-sdk-2-1-for-frigate/189)
**Author:** [@abinila\_siva](https://community.memryx.com/u/abinila_siva)\ **Replies:** 2\ **Last updated:** [July 10, 2026, 8:58pm UTC](https://community.memryx.com/t/how-to-upgrade-or-downgrade-to-memryx-sdk-2-1-for-frigate/189 "2026-07-10T20:58:00Z")
Frigate stable 0.17 uses MemryX SDK 2.1. To avoid introducing potential issues, we are keeping this release on SDK 2.1. We plan to update the MemryX SDK in the Frigate development branch soon, and that update should be … --- ## [Need for Privileged LXC and Containers will be blocker to adoption for Frigate users](https://community.memryx.com/t/need-for-privileged-lxc-and-containers-will-be-blocker-to-adoption-for-frigate-users/219)
**Author:** [@scyto](https://community.memryx.com/u/scyto)\ **Replies:** 2\ **Last updated:** [June 25, 2026, 9:49pm UTC](https://community.memryx.com/t/need-for-privileged-lxc-and-containers-will-be-blocker-to-adoption-for-frigate-users/219 "2026-06-25T21:49:56Z")
I am new to this device, i looked at it as part of enabling AI detection in Frigate on TrueNAS which blocks install of drivers (the solution i built addresses that) The one thing that surprised me is the need for privil… --- ## [Model failed ONNX checker validation](https://community.memryx.com/t/model-failed-onnx-checker-validation/221)
**Author:** [@yan12125](https://community.memryx.com/u/yan12125)\ **Replies:** 2\ **Last updated:** [June 16, 2026, 2:52am UTC](https://community.memryx.com/t/model-failed-onnx-checker-validation/221 "2026-06-16T02:52:33Z")
I’m trying a Transformers model (Tacoin/openpi-pi0.5-libero-onnx at main). mx\_nc reports Model failed ONNX checker validation, while onnx.checker.check\_model('/path/to/model.onnx') does not result in an error. How to fix… --- ## [Unbounded count in memx\_fops\_read copy\_to\_user — possible kernel memory disclosure](https://community.memryx.com/t/unbounded-count-in-memx-fops-read-copy-to-user-possible-kernel-memory-disclosure/220)
**Author:** [@scyto](https://community.memryx.com/u/scyto)\ **Replies:** 1\ **Last updated:** [June 15, 2026, 7:13pm UTC](https://community.memryx.com/t/unbounded-count-in-memx-fops-read-copy-to-user-possible-kernel-memory-disclosure/220 "2026-06-15T19:13:45Z")
Ok i am going to be super clear, i am not a programmer, i have worked in software for 20 years including security enviroments that include TLA. So when i see an AI unsolicitedly tell me it found a potential buffer ovelo… --- ## [Frigate on TrueNAS](https://community.memryx.com/t/frigate-on-truenas/214)
**Author:** [@scyto](https://community.memryx.com/u/scyto)\ **Replies:** 4\ **Last updated:** [June 14, 2026, 3:18am UTC](https://community.memryx.com/t/frigate-on-truenas/214 "2026-06-14T03:18:16Z")
I built a solution to allow you to use MemryX M2 on TruenNAS with Frigate It uses sysext package to layer needed driver and daemon it can be found here its a shame MemryX requires the container to be privileged compa… --- ## [Frigate with MemryX on Proxmox VM](https://community.memryx.com/t/frigate-with-memryx-on-proxmox-vm/205)
**Author:** [@lindsay.morel](https://community.memryx.com/u/lindsay.morel)\ **Replies:** 7\ **Last updated:** [June 12, 2026, 1:57am UTC](https://community.memryx.com/t/frigate-with-memryx-on-proxmox-vm/205 "2026-06-12T01:57:33Z")
Introduction This guide is intended for Frigate users looking to integrate the MemryX detector into their Proxmox-hosted setups. VM Setup To get started, you’ll need to configure your VM settings to allow PCIe pass-thro… --- ## [Frigate with MemryX on Proxmox LXC](https://community.memryx.com/t/frigate-with-memryx-on-proxmox-lxc/206)
**Author:** [@lindsay.morel](https://community.memryx.com/u/lindsay.morel)\ **Replies:** 3\ **Last updated:** [May 13, 2026, 5:36pm UTC](https://community.memryx.com/t/frigate-with-memryx-on-proxmox-lxc/206 "2026-05-13T17:36:12Z")
Introduction This guide is intended for Frigate users interested in integrating the MemryX detector into Proxmox-hosted Linux containers (LXCs). Follow along to create your LXC in Proxmox and enable passthrough for the M… --- ## [MX3 not detected after SDK 2.2 upgrade. Deevice missing from lspci (bricked?)](https://community.memryx.com/t/mx3-not-detected-after-sdk-2-2-upgrade-deevice-missing-from-lspci-bricked/195)
**Author:** [@andornaut](https://community.memryx.com/u/andornaut)\ **Replies:** 4\ **Last updated:** [April 26, 2026, 3:59pm UTC](https://community.memryx.com/t/mx3-not-detected-after-sdk-2-2-upgrade-deevice-missing-from-lspci-bricked/195 "2026-04-26T15:59:21Z")
I upgraded from MemryX SDK 2.1 to 2.2 on Ubuntu 24.04 (kernel 6.17.0-20-generic). sudo apt upgrade memx-accl memx-drivers mxa-manager The upgrade process hung - I let it run for 20 minutes - with a progress bar stuck a… --- ## [Unable to install MemryX runtime v2.2 on Windows](https://community.memryx.com/t/unable-to-install-memryx-runtime-v2-2-on-windows/200)
**Author:** [@barkas](https://community.memryx.com/u/barkas)\ **Replies:** 1\ **Last updated:** [April 20, 2026, 7:52pm UTC](https://community.memryx.com/t/unable-to-install-memryx-runtime-v2-2-on-windows/200 "2026-04-20T19:52:11Z")
I was upgrading a previous 2.0 MemryX runtime & driver installation, which was working just fine. Here is the steps I followed: Downloaded MemryXInstaller.exe; Ran it as Admin; Checked in Device Manager and saw accele… --- ## [Bug in MemryX runtime v2.2](https://community.memryx.com/t/bug-in-memryx-runtime-v2-2/199)
**Author:** [@barkas](https://community.memryx.com/u/barkas)\ **Replies:** 1\ **Last updated:** [April 20, 2026, 2:21pm UTC](https://community.memryx.com/t/bug-in-memryx-runtime-v2-2/199 "2026-04-20T14:21:05Z")
Trying to run MemryX in local mode (by setting local\_mode = true and ignore\_server\_ = false in MX::Runtime::MxAccl constructor leads to a crash with vector::\_M\_range\_check: \_\_n (which is 0) \>= this-\>size() (which is 0… --- ## [Planning a governed multi-node edge setup around MX3](https://community.memryx.com/t/planning-a-governed-multi-node-edge-setup-around-mx3/197)
**Author:** [@Jerem6](https://community.memryx.com/u/Jerem6)\ **Replies:** 2\ **Last updated:** [April 17, 2026, 2:04pm UTC](https://community.memryx.com/t/planning-a-governed-multi-node-edge-setup-around-mx3/197 "2026-04-17T14:04:46Z")
Planning a governed multi-node edge setup around MX3 Using a bit of hardware downtime to document the direction I’m pushing toward next. The goal is to move beyond “run inference and hope” toward a governed edge runtim… --- ## [Guide to Compiling Your Custom Frigate Model to .dfp](https://community.memryx.com/t/guide-to-compiling-your-custom-frigate-model-to-dfp/191)
**Author:** [@abinila\_siva](https://community.memryx.com/u/abinila_siva)\ **Replies:** 0\ **Last updated:** [April 8, 2026, 4:55pm UTC](https://community.memryx.com/t/guide-to-compiling-your-custom-frigate-model-to-dfp/191 "2026-04-08T16:55:34Z")
To use your own custom model, first compile it into a .dfp file, which is the format used by MemryX. Compile the Model If you can export your ONNX model to the host, I’d recommend compiling it there instead. Install … --- ## [Frigate with MemryX on UNRAID](https://community.memryx.com/t/frigate-with-memryx-on-unraid/190)
**Author:** [@abinila\_siva](https://community.memryx.com/u/abinila_siva)\ **Replies:** 0\ **Last updated:** [April 8, 2026, 4:44pm UTC](https://community.memryx.com/t/frigate-with-memryx-on-unraid/190 "2026-04-08T16:44:58Z")
Getting started with UNRAID is simple. In Community Apps or Plugins, search for MemryX Driver and install it. Once the installation is complete, reboot your system. Once that is done, you can set up Frigate as usual, … --- ## [Frigate with MemryX Troubleshooting](https://community.memryx.com/t/frigate-with-memryx-troubleshooting/188)
**Author:** [@abinila\_siva](https://community.memryx.com/u/abinila_siva)\ **Replies:** 0\ **Last updated:** [April 8, 2026, 4:37pm UTC](https://community.memryx.com/t/frigate-with-memryx-troubleshooting/188 "2026-04-08T16:37:25Z")
A good place to start when troubleshooting Frigate with MemryX is to verify that the host runtime, Docker permissions, and device mappings are configured correctly. Common Issues If you encounter this error: raise Runt… --- ## [SDK 2.1 question: placement signals for multi-device / multi-DFP setups](https://community.memryx.com/t/sdk-2-1-question-placement-signals-for-multi-device-multi-dfp-setups/186)
**Author:** [@Jerem6](https://community.memryx.com/u/Jerem6)\ **Replies:** 3\ **Last updated:** [April 1, 2026, 9:32pm UTC](https://community.memryx.com/t/sdk-2-1-question-placement-signals-for-multi-device-multi-dfp-setups/186 "2026-04-01T21:32:09Z")
Hello all, I’ve been reading through the SDK 2.1 docs and a few related threads, and I had a question about placement in multi-device or multi-DFP setups. When compile-time capabilities and runtime deployment constrain… --- ## [Quad M.2 Adapters?](https://community.memryx.com/t/quad-m-2-adapters/172)
**Author:** [@Amiejay](https://community.memryx.com/u/Amiejay)\ **Replies:** 9\ **Last updated:** [March 13, 2026, 11:22pm UTC](https://community.memryx.com/t/quad-m-2-adapters/172 "2026-03-13T23:22:45Z")
Hello… Are there any quad M.2 adapters that support 4 MX3 devices? Are there any devices that will support 4 MX3 devices with a Raspberry Pi 5? For my particular application, even something connected with USB3/USB4 wo… --- ## [Unable to compile a model](https://community.memryx.com/t/unable-to-compile-a-model/174)
**Author:** [@yan12125](https://community.memryx.com/u/yan12125)\ **Replies:** 6\ **Last updated:** [March 13, 2026, 6:26am UTC](https://community.memryx.com/t/unable-to-compile-a-model/174 "2026-03-13T06:26:25Z")
I have an ONNX model that causes mx\_nc to report “the model must have a uniform batch dimension throughout the entire model” error. However, the model already have batch size=1 for all layers. How to fix that? The model… --- ## [MX3 on Intel N5105 SBC - illegal instruction](https://community.memryx.com/t/mx3-on-intel-n5105-sbc-illegal-instruction/171)
**Author:** [@andrey](https://community.memryx.com/u/andrey)\ **Replies:** 1\ **Last updated:** [March 5, 2026, 9:00pm UTC](https://community.memryx.com/t/mx3-on-intel-n5105-sbc-illegal-instruction/171 "2026-03-05T21:00:21Z")
Hi folks, I’m setting up a Frigate instance on Odroid H3 + Debian 13. SDK install went smooth until the very last step - mx\_nc –version. mx\_nc crashes with illegal instruction and initial digging points to vmovq (in neu… --- ## [📣 Announcing the MemryX DevBlog](https://community.memryx.com/t/announcing-the-memryx-devblog/170)
**Author:** [@mx-tim](https://community.memryx.com/u/mx-tim)\ **Replies:** 0\ **Last updated:** [February 3, 2026, 11:26pm UTC](https://community.memryx.com/t/announcing-the-memryx-devblog/170 "2026-02-03T23:26:56Z")
Hello hello, all! The MemryX engineering team is happy to announce the start of the Dev Blog (devblog.memryx.com) Here we’ll post “by devs, for devs” content, such as: Announcements of MemryX integrations into third… --- ## [🧑‍💻 New Software Release: Frigate + MemryX GUI](https://community.memryx.com/t/new-software-release-frigate-memryx-gui/169)
**Author:** [@mx-tim](https://community.memryx.com/u/mx-tim)\ **Replies:** 0\ **Last updated:** [February 3, 2026, 11:07pm UTC](https://community.memryx.com/t/new-software-release-frigate-memryx-gui/169 "2026-02-03T23:07:53Z")
Hey all, As you may have heard, in the upcoming 0.17 release of Frigate, a very popular open-source home surveillance system (or “NVR”: Neural Video Recorder), will support using the MX3 M.2 card to accelerate AI! To e… --- ## [Multiple MX3 device usage](https://community.memryx.com/t/multiple-mx3-device-usage/164)
**Author:** [@ronne991](https://community.memryx.com/u/ronne991)\ **Replies:** 2\ **Last updated:** [January 31, 2026, 6:02pm UTC](https://community.memryx.com/t/multiple-mx3-device-usage/164 "2026-01-31T18:02:16Z")
Hello Everyone, The last time I posted here was about my memryx MX3 unit being bricked. Since then I have bought a dozen more units of MX3. I’m wondering how do I utilize multiple MX3 units (4 units) in a PC? Do i need … --- ## [Problems in SDK 2.1 & imagenet\_c++\_user\_threading example](https://community.memryx.com/t/problems-in-sdk-2-1-imagenet-c-user-threading-example/163)
**Author:** [@SIMDgenius](https://community.memryx.com/u/SIMDgenius)\ **Replies:** 2\ **Last updated:** [January 28, 2026, 9:35pm UTC](https://community.memryx.com/t/problems-in-sdk-2-1-imagenet-c-user-threading-example/163 "2026-01-28T21:35:29Z")
I had problems with the imagenet\_c++\_user\_threading example. It was getting stuck occasionally. Then I realized it’s because receive\_output() could use a different stream from send\_input because recvinf\_label is uninitia… --- ## [DFP exceution failur](https://community.memryx.com/t/dfp-exceution-failur/160)
**Author:** [@ralmusharraf](https://community.memryx.com/u/ralmusharraf)\ **Replies:** 1\ **Last updated:** [January 13, 2026, 4:17pm UTC](https://community.memryx.com/t/dfp-exceution-failur/160 "2026-01-13T16:17:57Z")
Iam currently running benchmarks on the MXA device using the mx\_bench command with 1,000 frames of random data. This setup was working previously, however, at the moment mx\_bench is no longer running successfully, and a… [Next page](https://community.memryx.com/latest.md?page=1)