NVIDIA today is making available a much faster version of TensorRT, its SDK for optimized deep learning inference on their GPUs.

It looks like NVIDIA could be feeling the pressure from AMD's GPUOpen efforts with NVIDIA now publishing more GameWorks projects as open-source for both Linux and Windows.

In addition to showcasing NVIDIA RTX support on Arm, NVIDIA also used this first day of GDC week to release their 470.57.02 stable Linux driver as well as official DLSS SDK support for Linux.

NVIDIA announced from the Game Developers Conference this week that they have been working to bring RTX ray-tracing support with their graphics cards to also work on Arm hardware running Linux.

NVIDIA announced yesterday they would be releasing DLSS Linux support tomorrow and indeed they have delivered on that first milestone of Deep Learning Super Sampling support for Linux gamers. NVIDIA has published their first 470 driver series beta in the form of the NVIDIA 470.42.01 build.

NVIDIA announced earlier this month that they would be bringing DLSS to Linux / Steam Play and tomorrow they will be introducing that initial driver support.

Given the success and popularity of their Jetson AGX developer board, NVIDIA has now launched the Jetson AGX Xavier Industrial Module that is a rugged, module-based version of the AGX Xavier intended for various industrial / manufacturing / construction use-cases.

Last month we reported on CUDA documentation pointing to the NVIDIA 470 driver series to be the last supporting GeForce GTX 600/700 Kepler GPUs and that has now been summed up more formally with new guidance out of NVIDIA.

While waiting for NVIDIA to publicly launch a beta of their much anticipated 470 Linux driver series, today they issued a new 470.76 release of their WSL "Windows Subsystem for Linux" driver.

NVIDIA has now published the 460.84 Linux driver as the latest in their long-lived 460 driver series.

At AMD's Computex Taipei 2021 keynote they announced FidelityFX Super Resolution as coming later this month as their own open-source alternative to NVIDIA's Deep Learning Super Sampling for image upscaling while gaming. While we are waiting to see how the Linux support for FidelityFX Super Resolution will play out, NVIDIA is already trying to one up them by announcing DLSS for Steam Play.

Simple CPU throttling isn't sufficient for cooling some NVIDIA Tegra devices running the upstream Linux kernel so thermal cooling integration into the device frequency "devfreq" scaling code is in the work for such high performance NVIDIA SoCs.

Last month with the Radeon Software for Linux 21.10 driver there was finally Vulkan ray-tracing support added to that proprietary Vulkan driver component, the first time that Vulkan ray-tracing has been available on Linux for any AMD Radeon 6000 series graphics card across the multiple driver options. Last month I posted some initial Vulkan ray-tracing AMD vs. NVIDIA Linux benchmarks while questions were raised how well the driver performs with NVIDIA's Quake II RTX port. Here are some initial benchmarks for those wondering.

NVIDIA Linux users have been looking forward to the upcoming 470 driver series for better Wayland support but for those running GeForce GTX 600/700 series graphics cards, it will mean the end of the line for new feature driver releases with their proprietary driver stack.

While last week the NVIDIA 460.80 Linux driver was released with adding support for the RTX 3050 / RTX 3050 Ti laptop GPUs, today the NVIDIA 465.31 Linux driver debuted for officially bringing these new Ampere GPUs to this newer driver branch.

With today NVIDIA announcing the GeForce RTX 3050 and RTX 3050 Ti laptop GPUs, they have issued the 460.80 Linux driver as their newest long-lived driver release.

Today's Vulkan 1.2.178 specification update notes a rather peculiar vendor extension in the works: VK_NVX_binary_import.

The VFIO changes for the Linux 5.13 kernel aren't particularly exciting this cycle but one of the changes does raise some eyebrows with the VFIO NVIDIA NVLink2 driver being removed. This driver is being removed as it shouldn't have been even added in the first place for lack of an open-source client/user exercising it.

NVIDIA today released their 465.27 Linux driver as the newest stable build in this current driver series.

For GTC21 week NVIDIA has released version 11.3 of their CUDA toolkit.

At the end of March NVIDIA released the 465 beta Linux driver while today has been promoted to stable in the form of the 465.24.02 release.

NVIDIA announced today in kicking off GTC21 the "Grace" high performance Arm processor for AI and high performance computing workloads. But before getting too excited, this high performance Arm chip isn't expected to be ready until 2023.

The NVIDIA-led work to allow XWayland OpenGL and Vulkan acceleration with their proprietary driver has just been merged into X.Org Server Git.

Along with today's NVIDIA 465 series Linux beta an exciting shift at the company is they are now supporting accelerated GPU access by VMs with their GeForce consumer GPUs.

While looking forward to the NVIDIA 470 series Linux driver for Wayland support improvements, before getting there NVIDIA is first introducing the 465 driver series. Today marks the first publicly available NVIDIA 465 Linux driver beta.

NVIDIA has proposed a merge request to Mesa that would lay the infrastructure for allowing alternative GBM (Generic Buffer Manager) back-ends to be loaded, such as for NVIDIA's proprietary driver should it presumably implement GBM in the future.

Announced nearly three years ago by NVIDIA as one of their open-source projects was the DALI library for GPU-accelerated data augmentation and image loading. The DALI library today reached the v1.0.0 milestone.

While we are very eager to see the NVIDIA 470 series Linux driver for at least having Wayland / DMA-BUF support improvements and OpenCL 3.0 support, for now the NVIDIA 460 series is the latest public stable series and today was updated to v460.67.

We are already quite eager for NVIDIA's 470 series Linux driver due to Wayland / DMA-BUF improvements coming to this next major feature release for their proprietary driver stack. Making it all the more exciting is it looks like the NVIDIA 470 series driver will have OpenCL 3.0 support.

The next major NVIDIA driver series, the 470 release series, is slated to be "even more Wayland-friendly" but what all that encompasses remains to be seen.