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Faster inference: torch.compile vs TensorRT

December 19, 2024 by Vineet Suryan  |   Blog

In the world of deep learning optimization, two powerful tools stand out: torch.compile, PyTorch’s just-in-time (JIT) compiler, and NVIDIA’s TensorRT, a platform for high-performance deep learning inference.

Faster inference: torch.compile vs TensorRT

Academically inclining at NeurIPS 2024

December 09, 2024 by Kara Bembridge  |   News & Events

Collabora will be at NeurIPs this week to dive into the latest academic findings in machine learning and research advancements that are changing the industry.

Academically inclining at NeurIPS 2024

Apertis v2024: the new Bookworm-based release for industrial embedded devices

December 05, 2024 by Dylan Aïssi  |   News & Events

Now based on Debian Bookworm, Apertis is a collaborative OS platform that includes an operating system, but also tools and cloud services to optimize development and increase reliability.

Apertis v2024: the new Bookworm-based release for industrial embedded devices

Initial upstream support for the Rockchip RK3576

December 03, 2024 by Sebastian Reichel  |   News & Events

Initial support for Rockchip's RK3576, a new SoC introduced earlier this year, has landed in Linux kernel 6.12. With the main target being industrial applications, it is less of a powerhouse than the RK3588, but it still reuses many components.

Initial upstream support for the Rockchip RK3576

NVK now supports Vulkan 1.4

December 02, 2024 by Faith Ekstrand  |   News & Events

Today, Khronos announced the release of the Vulkan 1.4 specification, and NVK is one of the day-zero conformant Vulkan 1.4 implementations! Vulkan 1.4 support in NVK has been merged into Mesa and will be part of the Mesa 25.0 release in early 2025.

NVK now supports Vulkan 1.4

Weston 14.0: DRM-backend, color management, and output mirroring

November 27, 2024 by Marius Vlad  |   News & Events

Recently, both Weston 14.0, and 14.0.1 (bug fix) were released. Here's at look at some of the highlights and changes for this latest release of Wayland's reference compositor.

Weston 14.0: DRM-backend, color management, and output mirroring

Kernel 6.12: Small but mighty

November 26, 2024 by Dmitry Osipenko  |   News & Events

Linux kernel 6.12 is here with real-time preemption support and an extensible scheduler class. Take a look at the contributions our kernel team made for this release.

Kernel 6.12: Small but mighty

Integrating kernels and minds at the Linux Foundation Member Summit

November 15, 2024 by Kara Bembridge  |   News & Events

The Linux Foundation Member Summit is an opportune time to gather on the state of open source. Our talk will address the concerns and challenges of maintaining a stable kernel.

Integrating kernels and minds at the Linux Foundation Member Summit

Hello, MediaTek Genio!

November 14, 2024 by Mark Filion  |   News & Events

Today, we are delighted to announce a growing collaboration with MediaTek which will enable Collabora to introduce, improve, and maintain MediaTek's IoT Edge AI Genio platforms upstream.

Hello, MediaTek Genio!

electronica 2024 with Renesas

November 06, 2024 by Mark Filion  |   News & Events

Join us at electronica 2024! In partnership with Renesas, Collabora will be showcasing GStreamer open source AI video analytics on the Renesas RZ/G2L, leveraging the MYIR RemiPi.

electronica 2024 with Renesas

Mesa CI and the power of pre-merge testing

October 08, 2024 by Deborah Brouwer  |   Blog

Having multiple developers work on pre-merge testing distributes the process and ensures that every contribution is rigorously tested before merging.

Mesa CI and the power of pre-merge testing

X.Org Developer's Conference 2024

October 07, 2024 by Kara Bembridge  |   News & Events

XDC kicks off October 9 and we have 7 talks to share with the community! Join us as we share the latest news on open source graphics.

X.Org Developer's Conference 2024

Optimizing 3D performance with virglrenderer

May 17, 2021 by Gert Wollny  |   Blog

Collabora has been investing into Perfetto to enable driver authors & users to get deep insights into driver internals and GPU performance. Here's how we applied this work to study workloads on the virtualized VirGL implementation.

Optimizing 3D performance with virglrenderer

Mainline Linux gains accelerated video decoding for Microchip's SAMA5D4

May 11, 2021 by Emil Velikov  |   Blog

The Hantro Video4Linux2 (V4L2) kernel module has gained support for another SoC! The Microchip SAMA5D4 features a single decode unit supporting MPEG2, VP8 and H.264 streams, alongside the built-in post-processing unit.

Mainline Linux gains accelerated video decoding for Microchip's SAMA5D4

Quick hack: Patching kernel modules using DKMS

May 05, 2021 by Frederic Danis  |   Blog

DKMS is a framework that is mostly used to build and install external kernel modules. It can also be used to install a specific patch to the modules of the current kernel, such as applying a specific fix to the Bluetooth USB subsystem.

Quick hack: Patching kernel modules using DKMS

Build your own application with GTK 4 as a Meson subproject!

April 29, 2021 by Xavier Claessens  |   Blog

Building GTK 4 as a Meson subproject for your own application is not only useful for Windows builds, but also for many Linux distributions that do not yet package a recent enough version of GTK 4 and/or its dependencies.

Build your own application with GTK 4 as a Meson subproject!

Profiling virtualized GPU acceleration with Perfetto

April 22, 2021 by Antonio Caggiano  |   Blog

Recently, we have been using Perfetto to successfully profile Apitrace traces in crosvm through VirGL renderer. We have now added perfetto instrumentation to VirGL renderer, Mesa, and Apitrace to see what happens precisely in a frame.

Profiling virtualized GPU acceleration with Perfetto

Continuous 3D Hand Pose Tracking using Machine Learning & Monado

April 20, 2021 by Marcus Edel  |   Blog

As part of a project backed by INVEST-AI, a program managed by IVADO Labs, we have developed a multi-stage neural network-based solution that accurately locates and tracks the hands despite complex background noise and occlusion between hands.

Continuous 3D Hand Pose Tracking using Machine Learning & Monado

An easy to use MTP implementation for your next embedded Linux project

April 13, 2021 by Andrzej Pietrasiewicz  |   Blog

Did you know you could run a permissively-licensed MTP implementation with minimal dependencies on an embedded device? Here's a step-by-step guide on how to easily run cmtp-responder on a Rock Pi 4 or any other board equipped with a UDC.

An easy to use MTP implementation for your next embedded Linux project

Rust: integrating LLVM source-base code coverage with GitLab

March 24, 2021 by Guillaume Desmottes  |   Blog

Earlier this year, the Rust compiler gained support for LLVM source-base code coverage. In this post we'll explain how to setup a CI job in a Rust project to feed source-base coverage information to GitLab.

Rust: integrating LLVM source-base code coverage with GitLab

Build and run GTK 4 applications with Visual Studio

March 18, 2021 by Xavier Claessens  |   Blog

Over the past few months, I've been working on a side project to improve Meson sub-project support. The best stress test is to build projects on Windows, without msys2, because it has no dependencies or tools installed (e.g. pkg-config).

Build and run GTK 4 applications with Visual Studio

New features, changes & improvements to KernelCI's UI

March 04, 2021 by Alexandra Pereira  |   Blog

The most complete automated testing and continuous integration tool for the Linux kernel continues to evolve at a rapid pace. Here's a look at the latest improvements to the KernelCI dashboard, the main web interface used by the project.

New features, changes & improvements to KernelCI's UI

Asymmetric Multi Processing with Linux & Zephyr on the STM32MP1

March 03, 2021 by Arnaud Ferraris  |   Blog

In the embedded world, many modern SoCs such as the ST Microelectronics STM32MP1 now include coprocessor cores which can be used for a wide range of tasks and can offload some of the work from the main processor.

Asymmetric Multi Processing with Linux & Zephyr on the STM32MP1

Adding HEVC/H.265 support for NXP's i.MX 8M

February 17, 2021 by Benjamin Gaignard  |   Blog

Our recent efforts on the Hantro kernel driver have resulted in the addition of H.264 decoding support and multiple performance improvements. We are now introducing High Efficiency Video Coding, also known as H.265, decoding support on NXP's i.MX8 M.

Adding HEVC/H.265 support for NXP's i.MX 8M

NVK enabled for Maxwell, Pascal, and Volta GPUs

April 22, 2025 by Faith Ekstrand  |   News & Events

As of today, NVK is a conformant Vulkan 1.4 implementation for NVIDIA Maxwell, Pascal, and Volta GPUs, and will be enabled by default starting with Mesa 25.1.

NVK enabled for Maxwell, Pascal, and Volta GPUs

Raising the bar for Open Source standards through OpenChain

April 17, 2025 by Eleni Katsoula  |   News & Events

Our commitment to open source extends beyond contributing code. We are dedicated to upholding the highest standards of license compliance throughout our development processes.

Raising the bar for Open Source standards through OpenChain

Embedded week in Nice

April 15, 2025 by Mark Filion  |   News & Events

This May, Embedded Recipes 2025, co-sponsored by Collabora, heads to Nice, France with talks, workshops, and a PipeWire hackfest, all bookended by the Linux Media Summit and the GStreamer Spring Hackfest!

Embedded week in Nice

PanVK is officially Vulkan 1.1 conformant

April 14, 2025 by Erik Faye-Lund  |   News & Events

PanVK has reached a new milestone, and is now officially conformant with the Vulkan 1.1 specification on the Arm Mali-G610 GPU! The submission was done from the Mesa 25.0.2 release, and covers both armhf as well as aarch64 architectures.

PanVK is officially Vulkan 1.1 conformant

A tale of three demos: Breakthroughs in Open Source graphics at Embedded World 2025

April 10, 2025 by Daniel Stone  |   News & Events

Three demos. One stand. From end-to-end HDR and a brand-new SoC running PanVK, to NVK and WebGPU out of the box — discover how Collabora pushed open source graphics forward at Embedded World 2025.

A tale of three demos: Breakthroughs in Open Source graphics at Embedded World 2025

GStreamer 1.26: Improved hardware efficiency, the MPEG-5 LCEVC codec, and more

April 09, 2025 by Olivier Crête  |   News & Events

Collabora once again played a key role in the latest release of GStreamer, contributing enhancements such as improved hardware efficiency, support for the MPEG-5 LCEVC codec, and better integration for analytics and machine learning.

GStreamer 1.26: Improved hardware efficiency, the MPEG-5 LCEVC codec, and more

Kernel 6.14: Enhanced hardware capabilities, improved performance & more!

March 26, 2025 by Cristian Ciocaltea  |   News & Events

The kernel release emphasizes the continuing growth and maturity of the Linux ecosystem and delivers new features, improvements, and optimizations that everyone will be eager to explore. See where Collabora's kernel team contributed to this release.

Kernel 6.14: Enhanced hardware capabilities, improved performance & more!

Hololight joins the OpenXR momentum

March 26, 2025 by Kara Bembridge  |   News & Events

Collabora is thrilled to see its partner, Hololight, join the Khronos Group and become an active member of the OpenXR Working Group. We are excited to support their innovative approach and rapid expansion in the XR streaming space.

Hololight joins the OpenXR momentum

Goodbye Nouveau GL. Hello Zink!

March 11, 2025 by Faith Ekstrand  |   News & Events

Starting with Mesa 25.1, Nouveau users will no longer get the old Nouveau OpenGL driver by default and will instead get Zink+NVK.

Goodbye Nouveau GL. Hello Zink!

MediaTek Genio update: Kernel, Debian 13 images, and KernelCI

March 10, 2025 by Sjoerd Simons  |   News & Events

Towards the end of 2024, MediaTek and Collabora started on a journey to improve upstream support for MediaTek Genio devices. Here's where things stand.

MediaTek Genio update: Kernel, Debian 13 images, and KernelCI

Apertis v2025: the second Bookworm-based release for industrial embedded devices

March 07, 2025 by Dylan Aïssi  |   News & Events

Apertis v2025 has landed with all the updates from Debian 12.9. This release has a variety of updates including new supported boards, improved release processes, and more!

Apertis v2025: the second Bookworm-based release for industrial embedded devices

Embedded World 2025

February 27, 2025 by Mark Filion  |   News & Events

Join us at the NürnbergMesse in Nuremberg, Germany, as we take part in Embedded World 2025, one of the largest trade fairs of its kind, and a global platform for the embedded community!

Embedded World 2025

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Upcoming Events

Here are the events we'll be attending in the coming weeks – come say hello!

XR Expo

May 8-9, Stuttgart, Germany

Khronos F2F

May 12-14, Seoul, South Korea

Linux Media Summit

May 13, Nice, France

Embedded Recipes

May 14-16, Nice, France

GStreamer Spring Hackfest

May 16-18, Nice, France

 

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