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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

Open Source meets Super Resolution, part 1

September 21, 2020 by Marcus Edel  |   Blog

Introducing an accurate and light-weight deep network for video super-resolution upscaling, running on a completely open source software stack using Panfrost, the free and open-source graphics driver for Mali GPUs.

Open Source meets Super Resolution, part 1

Integrating libcamera into PipeWire

September 11, 2020 by Raghavendra Rao  |   Blog

PipeWire continues to evolve with the recent integration of libcamera, a library to support complex cameras. In this blog post, I'll explain why libcamera exists, what it does, and how we integrated it in PipeWire.

Integrating libcamera into PipeWire

Pushing pixels to your Chromebook

August 31, 2020 by Emil Velikov  |   Blog

A high-level introduction of the Linux graphics stack, how it is used within ChromeOS, and the work done to improve software rendering (while simultaneously improving GPU rendering by reducing the boilerplate needed in applications).

Pushing pixels to your Chromebook

Using the Linux kernel's Case-insensitive feature in Ext4

August 27, 2020 by Gabriel Krisman Bertazi  |   Blog

Last year, a (controversial) feature was added to the Linux kernel to support optimized case-insensitive file name lookups in the Ext4 filesystem. Here's a look at why this was merged, what improvements have been made since, and how to put it to work.

Using the Linux kernel's Case-insensitive feature in Ext4

Panfrost performance counters with Perfetto

August 21, 2020 by Antonio Caggiano  |   Blog

We have now integrated Mali GPU hardware counters supported by Panfrost with Perfetto's tracing SDK, unlocking all-in-one graphics-aware profiling on Panfrost systems!

Panfrost performance counters with Perfetto

High bitrate video streaming with GStreamer's RTP elements

August 20, 2020 by Antonio Ospite  |   Blog

Key performance improvements and fixes to GStreamer's RTP stack have landed in GStreamer 1.18, due in the coming months. The latest enhancements provide an important boost in throughput, opening the gate to high bitrate video streaming.

High bitrate video streaming with GStreamer's RTP elements

Understanding computer vision & AI, part 1

August 13, 2020 by Marcus Edel  |   Blog

Following our recent presentation at OSSummit, many showed interest in learning more about solving real-world problems with computer vision. Here is a new blog series, on computer vision, object detection, and building a system on the edge.

Understanding computer vision & AI, part 1

Testing Weston DRM/KMS backends with virtme and VKMS

August 07, 2020 by Leandro Ribeiro  |   Blog

Recent work in Weston, the industry-standard Wayland compositor, has enabled DRM/KMS backends to be tested in the absence of real hardware, enabling more battle testing of corner-case and error conditions within automated testing frameworks.

Testing Weston DRM/KMS backends with virtme and VKMS

An introduction to Linux kernel initcalls

July 14, 2020 by Mylène Josserand  |   Blog

Initcalls, which serve to call functions during boot, were implemented early on in the development of the Linux Kernel. Read on as we take a closer look, including their purpose, their usage, ways to debug them (using initcall_debug or FTrace), and more.

An introduction to Linux kernel initcalls

Deep dive into OpenGL over DirectX layering

July 09, 2020 by Louis-Francis Ratté-Boulianne  |   Blog

Earlier this year, we announced a new project with Microsoft: the implementation of OpenCL & OpenGL to DirectX translation layers. Here's the latest on this work, including the steps taken to improve the performance of the OpenGL-On-D3D12 driver.

Deep dive into OpenGL over DirectX layering

Using syzkaller, part 4: Driver fuzzing

June 26, 2020 by Ricardo Cañuelo Navarro  |   Blog

Syzkaller is much needed tool for Linux kernel testing and debugging. With some work, it can also be enhanced to find bugs in specific drivers, such as V4L2. Here's how.

Using syzkaller, part 4: Driver fuzzing

Cross building Rust GStreamer plugins for the Raspberry Pi

June 23, 2020 by Guillaume Desmottes  |   Blog

Previously, we discussed about how Rust can be a great language for embedded programming. In this article, we'll explain an easy setup to cross build Rust code depending on system libraries, a common requirement when working on embedded systems.

Cross building Rust GStreamer plugins for the Raspberry Pi

Kernel 6.3: MediaTek, Rockchip RK3588 & more

April 25, 2023 by Muhammad Usama Anjum  |   News & Events

Released earlier this week, Linux Kernel 6.3 brings thousands of new lines of code to improve the core kernel, architectural support, networking and filesystems.

Kernel 6.3: MediaTek, Rockchip RK3588 & more

April brings tech events aplenty

April 20, 2023 by Kara Bembridge  |   News & Events

Spring is in bloom in the northern hemisphere, and with it comes three tech events we'll be attending - PyCon US, Shell & Display Next Hackfest, and Linaro Connect!

April brings tech events aplenty

Moving forward with more hands on deck

March 27, 2023 by Kara Bembridge  |   News & Events

It’s no secret that Tech has faced some setbacks lately, namely on the headcount front. Despite these uncertainties, Collabora has had the privilege of increasing our roster with new teammates.

Moving forward with more hands on deck

Monado accepted for XROS 2023!

March 14, 2023 by Frédéric Plourde  |   News & Events

We're proud to announce that Monado, the free and open source XR platform, has been accepted as a mentoring organization for XROS, the XR Open Source Fellowship Program.

Monado accepted for XROS 2023!

Showcasing the STM32MP1 at Embedded World

March 13, 2023 by Mark Filion  |   News & Events

As a recent new member of STMicroelectronics' Partner Program, we're excited to be showcasing the STM32MP1 at Embedded World this week, our first demo featuring the STM32 platform.

Showcasing the STM32MP1 at Embedded World

Connecting at Embedded World 2023

March 09, 2023 by Kara Bembridge  |   News & Events

Nestled in the historic city of Nuremberg, the annual Embedded World conference will be taking place from March 14 to 16. Collabora will be set up in Hall 4, Booth 4-404, with plenty of space to connect and multiple demos to showcase

Connecting at Embedded World 2023

Monado's "Mercury" hand tracking now ready for use!

February 24, 2023 by Moses Turner  |   News & Events

Work on this new tracking method started around January 2022. Now, after a little over a year of development, Monado's "Mercury" hand tracking is finally ready for the public to use!

Monado's "Mercury" hand tracking now ready for use!

PanCSF: A new DRM driver for Mali CSF-based GPUs

February 23, 2023 by Boris Brezillon  |   News & Events

A look into the new job-scheduling model with Mali GPUs, their support in the new PanCSF DRM driver, and what it means as the rest of the ecosystem also moves to firmware-assisted scheduling.

PanCSF: A new DRM driver for Mali CSF-based GPUs

Kernel 6.2: More Rust support for drivers

February 21, 2023 by Daniel Almeida  |   News & Events

With more SoC support, a new V4L2 driver and a new dma-buf locking convention among its contributions, Collabora was one of the most active employers for this latest kernel development cycle.

Kernel 6.2: More Rust support for drivers

GStreamer 1.22: Bigger and better!

February 08, 2023 by Olivier Crête  |   News & Events

Improved support for hardware accelerated video decoders, new GTK+ integration for Wayland rendering, and further Meson enhancements to make GStreamer shine on embedded, Collabora's multimedia team made a number of key contributions for this latest release.

GStreamer 1.22: Bigger and better!

FOSDEM back in full force for 2023

January 20, 2023 by Kara Bembridge  |   News & Events

After two years of hosting the event virtually, Brussels will once again welcome attendees on February 4 & 5 on the old stomping grounds of the ULB Solbosch Campus. Collabora will be presenting 8 different talks, in 7 devrooms as well as on the main track!

FOSDEM back in full force for 2023

Always growing, always evolving

December 29, 2022 by Kara Bembridge  |   News & Events

With only a few months passing since our last new joiner update, it should come as no surprise that the Collabora crowd has expanded yet again. Our flexible disposition affords us an exceptional bunch to onboard when opportunity knocks.

Always growing, always evolving

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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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