# Latest **URL:** https://community.memryx.com/latest.md?page=1 [Latest](https://community.memryx.com/latest.md) · [Categories](https://community.memryx.com/categories.md) · [Tags](https://community.memryx.com/tags.md) **Page:** 2 --- ## [I think I opened this under the wrong category -- general instead of technical](https://community.memryx.com/t/i-think-i-opened-this-under-the-wrong-category-general-instead-of-technical/158)
**Author:** [@Aragon476](https://community.memryx.com/u/Aragon476)\ **Replies:** 0\ **Last updated:** [December 20, 2025, 5:15am UTC](https://community.memryx.com/t/i-think-i-opened-this-under-the-wrong-category-general-instead-of-technical/158 "2025-12-20T05:15:21Z")
--- ## [N00b here, having trouble getting started - getting strange answer to hello](https://community.memryx.com/t/n00b-here-having-trouble-getting-started-getting-strange-answer-to-hello/148)
**Author:** [@Aragon476](https://community.memryx.com/u/Aragon476)\ **Replies:** 8\ **Last updated:** [December 15, 2025, 11:08pm UTC](https://community.memryx.com/t/n00b-here-having-trouble-getting-started-getting-strange-answer-to-hello/148 "2025-12-15T23:08:04Z")
I’m just starting to learn about this I installed the heatsink, installed the MX3 twice – once in PCIe X1 adapter, once in a PCIe X4 adapter, both with the VPN on & off (it shuts down TCP sockets at powerup), and every … --- ## [MX3 failed upgrade](https://community.memryx.com/t/mx3-failed-upgrade/146)
**Author:** [@ronne991](https://community.memryx.com/u/ronne991)\ **Replies:** 4\ **Last updated:** [December 5, 2025, 6:18am UTC](https://community.memryx.com/t/mx3-failed-upgrade/146 "2025-12-05T06:18:55Z")
Hi everyone, I have an MX3 M.2 accelerator module (purchased a month plug ago from Mouser). It was working normally until I tried to upgrade the MemryX SDK. Below is the log. The accelerator no longer appear under lspci… --- ## [Missing Simulator in SDK 2.1 – Clarification on Tutorial Compatibility](https://community.memryx.com/t/missing-simulator-in-sdk-2-1-clarification-on-tutorial-compatibility/152)
**Author:** [@swells](https://community.memryx.com/u/swells)\ **Replies:** 1\ **Last updated:** [November 24, 2025, 9:17pm UTC](https://community.memryx.com/t/missing-simulator-in-sdk-2-1-clarification-on-tutorial-compatibility/152 "2025-11-24T21:17:21Z")
I’ve been following the tutorial Classification using Accelerator and noticed that the provided Python script imports: Python from memryx import NeuralCompiler, Simulator Show more lines However, in SDK 2.1 (installe… --- ## [MX3 support for Yolo-v11-nano-pose](https://community.memryx.com/t/mx3-support-for-yolo-v11-nano-pose/136)
**Author:** [@paspf](https://community.memryx.com/u/paspf)\ **Replies:** 3\ **Last updated:** [November 13, 2025, 7:46pm UTC](https://community.memryx.com/t/mx3-support-for-yolo-v11-nano-pose/136 "2025-11-13T19:46:24Z")
Hi memryX-Team, I want to use the Yolo-v11-nano-pose on the MX3. When converting the model I’m getting the error: Converting Model : (Done) memryx.errors.OperatorError: Matmul (‘/model.10/m/m.0/attn/MatMul’) with a… --- ## [Significantly reduced confidence values when using yolov10 on mx3](https://community.memryx.com/t/significantly-reduced-confidence-values-when-using-yolov10-on-mx3/134)
**Author:** [@ScytheEngineering](https://community.memryx.com/u/ScytheEngineering)\ **Replies:** 6\ **Last updated:** [November 6, 2025, 5:03pm UTC](https://community.memryx.com/t/significantly-reduced-confidence-values-when-using-yolov10-on-mx3/134 "2025-11-06T17:03:07Z")
Hello! I am running a trained YOLOv10 model on the MX3, and I’m testing between direct run of the .pt file generated by YOLO and running a compiled model on the MX3. It seems that both are generating very similar box det… --- ## [SDK 2.1 Update now available](https://community.memryx.com/t/sdk-2-1-update-now-available/133)
**Author:** [@sam.fuller](https://community.memryx.com/u/sam.fuller)\ **Replies:** 0\ **Last updated:** [November 4, 2025, 11:55pm UTC](https://community.memryx.com/t/sdk-2-1-update-now-available/133 "2025-11-04T23:55:38Z")
Adding support for Debian 13 among other updates. More details can be found here: Release Notes — MemryX Developer Hub --- ## [MemryX OnLine Compiler](https://community.memryx.com/t/memryx-online-compiler/98)
**Author:** [@billeichen](https://community.memryx.com/u/billeichen)\ **Replies:** 4\ **Last updated:** [October 30, 2025, 9:19pm UTC](https://community.memryx.com/t/memryx-online-compiler/98 "2025-10-30T21:19:44Z")
Over the past few months, we’ve been exploring ways to streamline the process of compiling YOLO models for MemryX hardware. Today, doing this locally requires setting up toolchains, cloning repositories, managing depend… --- ## [Support on Apple Silicon hosts](https://community.memryx.com/t/support-on-apple-silicon-hosts/123)
**Author:** [@eli](https://community.memryx.com/u/eli)\ **Replies:** 1\ **Last updated:** [October 15, 2025, 9:14am UTC](https://community.memryx.com/t/support-on-apple-silicon-hosts/123 "2025-10-15T09:14:19Z")
Hey everyone, I just bought my Memryx MX3 and I’m struggling to get the device to be recognized by my machine. I have a Macbook Air M1 (Apple Silicon) and I’m using lima-vm (running debian) as suggested in the FAQs sect… --- ## [MX3 benchmark performance CPU consumption](https://community.memryx.com/t/mx3-benchmark-performance-cpu-consumption/125)
**Author:** [@vaigen](https://community.memryx.com/u/vaigen)\ **Replies:** 3\ **Last updated:** [October 1, 2025, 10:09pm UTC](https://community.memryx.com/t/mx3-benchmark-performance-cpu-consumption/125 "2025-10-01T22:09:34Z")
Hi folks - I’ve been benchmarking MX3 on i.MX 8MP processor with 1-lane Gen 3 PCIe (4 chip MX3). Here are the results. What’s surprising is how much CPU is used during this benchmarking of YOLOv8 Nano Object Detection wi… --- ## [Python3 packages for Yocto](https://community.memryx.com/t/python3-packages-for-yocto/126)
**Author:** [@vaigen](https://community.memryx.com/u/vaigen)\ **Replies:** 1\ **Last updated:** [September 29, 2025, 7:23pm UTC](https://community.memryx.com/t/python3-packages-for-yocto/126 "2025-09-29T19:23:29Z")
Hi all, As you have C++ runtime and driver support for Yocto (I’ll publish a pull request to fix the recipes), could you make Python runtime and support modules also available separately? pip install generally brings in… --- ## [Found 1 instance(s) of unsupported configuration for operator 'ReduceMax'](https://community.memryx.com/t/found-1-instance-s-of-unsupported-configuration-for-operator-reducemax/122)
**Author:** [@YuriB](https://community.memryx.com/u/YuriB)\ **Replies:** 4\ **Last updated:** [September 23, 2025, 1:41am UTC](https://community.memryx.com/t/found-1-instance-s-of-unsupported-configuration-for-operator-reducemax/122 "2025-09-23T01:41:11Z")
We’re attempting to convert a custom model for benchmarking with a 2-chip configuration: mx\_nc -v -m octonet.onnx -c 2 -so The model itself is a MobileNetV3 backbone with custom heads, as well as a secondary branch for… --- ## [USB-to-PCIe adapter?](https://community.memryx.com/t/usb-to-pcie-adapter/119)
**Author:** [@YuriB](https://community.memryx.com/u/YuriB)\ **Replies:** 8\ **Last updated:** [September 20, 2025, 5:10am UTC](https://community.memryx.com/t/usb-to-pcie-adapter/119 "2025-09-20T05:10:12Z")
Hi there, we’re looking to evaluate MemryX against a few other accelerators (like Hailo-8). MemryX looks very promising from the perspective of floating point math, which we want to leverage for regular vision ML as well… --- ## [Integrating with the rpicam-apps framework](https://community.memryx.com/t/integrating-with-the-rpicam-apps-framework/118)
**Author:** [@smat32](https://community.memryx.com/u/smat32)\ **Replies:** 1\ **Last updated:** [August 25, 2025, 6:34pm UTC](https://community.memryx.com/t/integrating-with-the-rpicam-apps-framework/118 "2025-08-25T18:34:12Z")
Any examples on how to efficiently inference on the mapped arrays in picamera 2 or the request buffers in rpicam apps c++ framework? --- ## [SDK 2.0 is Live](https://community.memryx.com/t/sdk-2-0-is-live/116)
**Author:** [@sam.fuller](https://community.memryx.com/u/sam.fuller)\ **Replies:** 1\ **Last updated:** [August 6, 2025, 7:47pm UTC](https://community.memryx.com/t/sdk-2-0-is-live/116 "2025-08-06T19:47:50Z")
SDK 2.0 is a monumental release that introduces major new features and improvements across the entire software stack. Visit the MemryX developer site to learn more and download the new SDK today: --- ## [Running Multimodel](https://community.memryx.com/t/running-multimodel/111)
**Author:** [@Soykot\_podder](https://community.memryx.com/u/Soykot_podder)\ **Replies:** 1\ **Last updated:** [July 14, 2025, 6:29pm UTC](https://community.memryx.com/t/running-multimodel/111 "2025-07-14T18:29:44Z")
Hello everyone, I just develop a Multi model AI for Face age and gender detection. Face and age are perfect but my gender detection not provided good result. If anyone try any gender detector then please share your expe… --- ## [Setup MX\_Bench --hello](https://community.memryx.com/t/setup-mx-bench-hello/84)
**Author:** [@Joe](https://community.memryx.com/u/Joe)\ **Replies:** 12\ **Last updated:** [June 27, 2025, 9:07pm UTC](https://community.memryx.com/t/setup-mx-bench-hello/84 "2025-06-27T21:07:16Z")
Get the following response on trying to verify install on a raspberry pi5 - removed directory and user info leaving just the mx/ (mx) ~/mx $ mx\_bench --hello Traceback (most recent call last): File “mx/bin/mx\_bench”, … --- ## [June Newsletter](https://community.memryx.com/t/june-newsletter/94)
**Author:** [@sam.fuller](https://community.memryx.com/u/sam.fuller)\ **Replies:** 0\ **Last updated:** [June 17, 2025, 9:13pm UTC](https://community.memryx.com/t/june-newsletter/94 "2025-06-17T21:13:43Z")
--- ## [OnLine MemryX Compiler now Available](https://community.memryx.com/t/online-memryx-compiler-now-available/91)
**Author:** [@billeichen](https://community.memryx.com/u/billeichen)\ **Replies:** 0\ **Last updated:** [June 17, 2025, 8:18pm UTC](https://community.memryx.com/t/online-memryx-compiler-now-available/91 "2025-06-17T20:18:34Z")
High performance On-line MemryX compiler, available now Powered by DeGirum using latest MemryX hardware. http://hub.degirum.com --- ## [Error conversion from RTMpose.onnx to model.dfp](https://community.memryx.com/t/error-conversion-from-rtmpose-onnx-to-model-dfp/86)
**Author:** [@EmaLbt](https://community.memryx.com/u/EmaLbt)\ **Replies:** 3\ **Last updated:** [June 16, 2025, 8:05pm UTC](https://community.memryx.com/t/error-conversion-from-rtmpose-onnx-to-model-dfp/86 "2025-06-16T20:05:00Z")
Hi, I want to convert the RTMpose.onnx to dfp file for the pose estimation. Starting model: model download I typed this command: mx\_nc -vv -m RTMPose\_s\_L.onnx -c 4 with this result: Automatically selected points fo… --- ## [Performance Metrics](https://community.memryx.com/t/performance-metrics/72)
**Author:** [@brise0117](https://community.memryx.com/u/brise0117)\ **Replies:** 3\ **Last updated:** [March 23, 2025, 2:50pm UTC](https://community.memryx.com/t/performance-metrics/72 "2025-03-23T14:50:17Z")
I’ve scoured the support site and most areas online looking for any way to grab performance metrics for monitoring. Is this possible? Ideally any of the following: Utilization percentage of the whole card (or individ… --- ## [MemryX March Newsletter](https://community.memryx.com/t/memryx-march-newsletter/63)
**Author:** [@sam.fuller](https://community.memryx.com/u/sam.fuller)\ **Replies:** 0\ **Last updated:** [March 5, 2025, 11:36pm UTC](https://community.memryx.com/t/memryx-march-newsletter/63 "2025-03-05T23:36:57Z")
Link to the March 2025 MemryX Newsletter --- ## [Accelerating the MediaPipe models with MemryX](https://community.memryx.com/t/accelerating-the-mediapipe-models-with-memryx/58)
**Author:** [@AlbertaBeef](https://community.memryx.com/u/AlbertaBeef)\ **Replies:** 3\ **Last updated:** [February 25, 2025, 7:41pm UTC](https://community.memryx.com/t/accelerating-the-mediapipe-models-with-memryx/58 "2025-02-25T19:41:50Z")
Hello MemryX community :slight\_smile: I would to share a project where I accelerated the MediaPipe models with MemryX: Accelerating the MediaPipe models with MemryX. Also included are installation instructions for Ras… --- ## ["Hello, MobileNet!" example hangs forever](https://community.memryx.com/t/hello-mobilenet-example-hangs-forever/49)
**Author:** [@AlbertaBeef](https://community.memryx.com/u/AlbertaBeef)\ **Replies:** 3\ **Last updated:** [February 19, 2025, 2:38pm UTC](https://community.memryx.com/t/hello-mobilenet-example-hangs-forever/49 "2025-02-19T14:38:35Z")
Hello, I was able to assemble the heatsink on the MX3 module (thanks for the great video). I was able to install the drivers (thanks for the great instructions). Here is what “lspci -k” reports: (mx) ~/memryx$ lspci … --- ## [MxAccl::stop() takes very long time even when all inferences are done](https://community.memryx.com/t/mxaccl-stop-takes-very-long-time-even-when-all-inferences-are-done/54)
**Author:** [@vlad-nn](https://community.memryx.com/u/vlad-nn)\ **Replies:** 5\ **Last updated:** [February 3, 2025, 2:54pm UTC](https://community.memryx.com/t/mxaccl-stop-takes-very-long-time-even-when-all-inferences-are-done/54 "2025-02-03T14:54:58Z")
Typical use case: we want to switch from one model to another model. To do it gracefully, the documentation recommends to call MxAccl::wait() then MxAccl::stop(), and then we can load new dfp. What we noticed, that MxAc… --- ## [Device info and device selection](https://community.memryx.com/t/device-info-and-device-selection/53)
**Author:** [@vlad-nn](https://community.memryx.com/u/vlad-nn)\ **Replies:** 5\ **Last updated:** [January 29, 2025, 12:59am UTC](https://community.memryx.com/t/device-info-and-device-selection/53 "2025-01-29T00:59:59Z")
It would be nice to provide API to query device info for all installed MX devices: at least how many devices are available. Then, it would be nice to be able to do inference on a particular device, specifying the device… --- ## [Memx-accl ver. 1.1.3 and Docker](https://community.memryx.com/t/memx-accl-ver-1-1-3-and-docker/52)
**Author:** [@vlad-nn](https://community.memryx.com/u/vlad-nn)\ **Replies:** 7\ **Last updated:** [January 28, 2025, 11:06pm UTC](https://community.memryx.com/t/memx-accl-ver-1-1-3-and-docker/52 "2025-01-28T23:06:12Z")
Just installed latest memx-accl 1.1.3 and tried to run my application inside the Docker container. It does not run. connect\_dfp() throws an error: cannot find device. Spent whole day debugging. Finally figured out, that… --- ## [Purchasing MX3](https://community.memryx.com/t/purchasing-mx3/44)
**Author:** [@AliUzel](https://community.memryx.com/u/AliUzel)\ **Replies:** 7\ **Last updated:** [January 10, 2025, 1:09am UTC](https://community.memryx.com/t/purchasing-mx3/44 "2025-01-10T01:09:26Z")
Hi, How can MX3 be purchased? Direct from Memryx or a dist.? Any distributor selling MX3? Thank you Happy Christmas, happy new year Ali --- ## [About USB 3, maximum number of interconnection, documentation](https://community.memryx.com/t/about-usb-3-maximum-number-of-interconnection-documentation/45)
**Author:** [@AliUzel](https://community.memryx.com/u/AliUzel)\ **Replies:** 3\ **Last updated:** [January 6, 2025, 11:14am UTC](https://community.memryx.com/t/about-usb-3-maximum-number-of-interconnection-documentation/45 "2025-01-06T11:14:10Z")
Hi, Are there any cons using USB 3 interface rather than PCIE? Why up to 16-chips (96 TOPS/TFLOPs) can be interconnected? What is the reason for this limit? What about documentation of MX3? Datasheet, reference schemat… [Previous page](https://community.memryx.com/latest.md)