Intel in its Q4-2022 Financial Results presentation confirmed that it has split Accelerated Computing Group (AXG), the business that designs both client GPUs and scalar compute processors, and distributed its IP among the CCG (client computing group), and DCAI (data-center and artificial-intelligence group). CCG is Intel's largest breadwinner, and the group behind its Intel Core client processors. This business was receiving iGPU IP from AXG, and will now oversee all its client graphics portfolio. The DCAI group will handle the company's Data Center GPU lineup, with products such as "Ponte Vecchio."

Over 2023, Intel is expected to update its Arc Graphics series with the refreshed "Alchemist+" graphics architecture. Very little is known about "Alchemist+," except that it is rumored to introduced a more advanced third-party foundry node than its current TSMC 6 nm node; and while retaining the same IP as the current "Alchemist" GPUs, scale upward—either in terms of Xe core counts; or performance, by increasing clock-speeds. 2024 will see Intel introduce "Battlemage," its second client graphics architecture for discrete GPUs. "Battlemage" is expected to introduce new architectural changes, utilize an even newer foundry node, and significantly increase performance. Raja Koduri hinted in late 2022 that he still wants to build GPUs in the 200-300 W power-range, without implying that this constitutes "mid-range," so we'll have to wait and see how "Battlemage" improves performance/Watt over "Alchemist+."Image Courtesy: VideoCardz

Now even more compatibility for Geforce RTX 40XX GPUs! Alphacool expands the range for active water cooling of Nvidia's Geforce RTX 4080 and 4090 graphics cards with the new and innovative Eisblock Aurora coolers.

Compared to the previous model of the cooler, several optimizations have been made, which perfectly dissipate the enormous waste heat of the new graphics card generation. The modified fin structure enables a very good water flow and increases the cooling surface at the same time. The modification of the jet plate with revised inflow engine furthermore perfects the distribution of the water on the cooling fins. The chrome plating of the copper base over the entire surface not only provides resistant protection against acids, scratches and damage, but also achieves a beautiful homogeneity and special shine.

With the once-lucrative business of cryptocurrency mining now slowly falling out of favor for discrete graphics, crypto miners are turning their heads to creative solutions to "refurbish" and sell their remaining inventory to third-party users. When GPU components, such as the die or GDDR memory, overheat, they can produce visual signs of damage, such as discoloration or melting. Some miners have started painting the memory on their GPU's boards with special thermal paint to hide the wear and tear from the naked eye and make the GDDR chips appear new in hopes that no one would notice. According to Iskandar Souza and TecLab, their cases are now getting debunked.

As these reports note, miners are removing the stock cooling systems from GPUs to install a third-party solution or recently tried to resolder failed GPU dies back in place and paint the yellowish GDDR memory chips. According to the testing done by Iskandar Souza, you can see below the difference between a worn-out yellowish GDDR chip and its painted deception standing next to one another. Below you can also see the process of resoldering failed GPUs back in place. Crypto miners have been very careful to make them look almost as brand new, so GPU buyers from third-party sources need to be extra cautious before making a purchase.

Qualcomm has been working on its Snapdragon SoCs for quite some time now, with massive success in the mobile phone space. However, the company's processors needed to be up to the task regarding laptops. For a user to not look at x86 offerings, the only remaining performant alternatives are Apple's M processors. In 2021 Qualcomm purchased the Nuvia team that was developing massively efficient and high-performance IP for laptops, similar to Apple M processors. Today, according to the insights from Kuba Wojciechowski (@Za_Raczke) on Twitter, we have some potential information about the upcoming Nuvia-powered SoC codenamed Hamoa.

According to the Twitter thread, Qualcomm's Hamoa processors are part of the Snapdragon 8xc Gen 4 compute platform and feature up to eight high-performance P-cores and four low-power E-cores, all based on Nuvia's IP. Allegedly the P-cores are being tested at 3.4 GHz, while the E-cores are tested at 2.5 GHz. The SoC splits CPU cores into blocks, each being a four-core group with 12 MB of shared L2 cache. There is also an 8 MB L3 cache structure; it needs to be clarified whether it is per core block or for the entire SoC. The chip employs 12 MB of system-level cache, with 4 MB of memory for graphics-related tasks handled by iGPU. The iGPU of choice is Adreno 740, with all modern APIs supported. Discrete graphics solutions are supported by the top-end SKUs, which allow eight PCIe 4.0 lanes to be directed toward dGPU, along with an additional four PCIe 4.0 lanes for NVMe SSD. For RAM, the chip uses up to 64 GBs of LPDDR5X eight-channel memory with up to 4.2 GHz speeds. Chip's media engines are structured to support decoding up to 4K120 and encode up to 4K60 with AV1.

Apple today unveiled the new Mac mini, supercharged by M2 and the all-new M2 Pro. With the M2 chip, Mac mini is even more powerful, capable, and affordable with a new starting price of just $599. The new M2 Pro chip delivers pro-level performance to Mac mini for the first time, enabling users to run high-performance workflows that were previously unimaginable in such a compact design. Mac mini with M2 and M2 Pro delivers faster performance, even more unified memory, and advanced connectivity, including support for up to two displays on the M2 model, and up to three displays on the M2 Pro model. Paired with Studio Display and Magic accessories, along with the power and ease of macOS Ventura, Mac mini provides a phenomenal desktop experience that will take users' productivity and creativity to the next level. Customers can order the new Mac mini models today, with availability beginning Tuesday, January 24.

"With incredible capabilities and a wide array of connectivity in its compact design, Mac mini is used in so many places, in so many different ways. Today, we're excited to take it even further with M2 and M2 Pro," said Greg Joswiak, Apple's senior vice president of Worldwide Marketing. "Bringing even more performance and a lower starting price, Mac mini with M2 is a tremendous value. And for users who need powerful pro performance, Mac mini with M2 Pro is unlike any other desktop in its class."

NVIDIA has reportedly begun shipping NVIDIA GeForce RTX 4080 graphics cards with a newer GPU SKU that changes the requirement for PCB design and is set to lower manufacturing costs. Previously, the company shipped its AD103-300-A1 SKU to power the GeForce RTX 4080 graphics cards. However, the new AD103-301 SKU will power the upcoming RTX 4080 cards that the company plans to ship to its AIBs and possibly use in the reference design. With the new 301 version, the GPU performance and power envelope should not change. What does change is the PCB design requirements, as the new SKU revision possesses a different chip pinout that doesn't correspond to the old design.

HKEPC has reported that GPUs with AD103-301 SKU are shipping, while VideoCardz confirms the AIB update with Gainward also offering updated cards. GALAX offers RTX 4080 models with either AD103-300/301 as well. Additionally, the GeForce RTX 4070 Ti will also see an SKU update, with AD104-250 being replaced by AD104-251. With these new silicon revisions, customers will not see any difference. However, the AIBs and NVIDIA could see a cost reduction to improve margins. HKEPC estimates around $1 BOM cost reduction with the new SKU, which will make a difference in thousands of cards shipped.

TYAN, an industry-leading server platform design manufacturer and a MiTAC Computing Technology Corporation subsidiary, today introduced 4th Gen Intel Xeon Scalable processor-based server platforms highlighting built-in accelerators to improve performance across the fastest-growing workloads in AI, analytics, cloud, storage, and HPC.

"Greater availability of new technology like 4th Gen Intel Xeon Scalable processors continue to drive the changes in the business landscape", said Danny Hsu, Vice President of MiTAC Computing Technology Corporation's Server Infrastructure Business Unit. "The advances in TYAN's new portfolio of server platforms with features such as DDR5, PCIe 5.0 and Compute Express Link 1.1 are bringing high levels of compute power within reach from smaller organizations to data centers."

Inspur Information, a leading IT infrastructure solutions provider, announced that its G7 server platform fully supports 4th Gen Intel Xeon Scalable Processors. The 16 servers making up the brand-new lineup are industry-leading in terms of performance, openness, intelligent operation & maintenance, and sustainability. Compared with the previous generation of Intel-based products, these servers have 61% higher performance and up to 30% higher computing performance per unit of power consumption. The server platform is designed to be deployed in general-purpose computing, critical computing, AI, and other application scenarios.

Inspur Information's brand-new G7 platform was designed with green technology, open-source solutions, security, and intelligence as priorities. It is an industry-leading example of system design, energy efficiency, and operation & maintenance management. G7 servers support diversified computing, with the most comprehensive product lineup in the industry. With a focus on green energy, this product line supports cold plate and immersion cooling schemes, and has unique cooling designs such as T-shaped radiator and advance heat detection with intelligent regulation, which all work together to reduce energy consumption by up to 30%. The new series also supports cloud operation and maintenance for intelligent fault diagnosis with an accuracy rate up to 95%.

TrendForce's latest analysis of the DRAM market finds that the inventory pressure on suppliers remain significant due to the persistently weak demand for consumer electronics. Among the top three DRAM suppliers, only Samsung has seen a slight drop in inventory level thanks to its highly competitive pricing strategy. To prevent DRAM prices as a whole from making another sharp dive, a few suppliers such as Micron have been cutting production. Therefore, the QoQ decline in DRAM prices are projected to shrink to around 13~18% for 1Q23. However, the slump will have yet to reach the bottom at that time. Regarding the QoQ changes in the prices of the major categories of DRAM products for 1Q23, PC DRAM and server DRAM are projected to again register a drop that is near 20%. Conversely, mobile DRAM will experience the smallest price decline because its profit margin is ready the thinnest.

ASUS today announced the all-new TUF Gaming A16 Advantage Edition, an all-AMD gaming laptop with a redesigned chassis and an incredibly immersive 16-inch display. The TUF Gaming A15, A17, F15 and F17 laptops also make a triumphant return, sporting the latest silicon from AMD, Intel, and NVIDIA to power players into the next generation of gaming performance.

TUF A16 Advantage Edition announced
Built for serious gaming with subtle styling, the TUF Gaming A16 Advantage Edition is a sleek gaming laptop built to demolish the competition. Powered completely by AMD, the TUF Gaming A16 features up to an AMD Ryzen 9 Zen 4 processor and AMD Radeon RDNA 3 mobile graphics. "AMD and ASUS have partnered to deliver our latest 'Zen 4' and RDNA 3 technologies into the most innovative form factors," said Jason Banta, CVP and GM OEM PC. "The TUF Gaming A16 Advantage Edition delivers blistering gaming performance and outstanding power efficiency in a sleek portable chassis."

Even more performance for RTX 4070 Ti GPUs! With the Eisblock Aurora cooler, Alphacool presents a new, innovative solution for active water cooling of Nvidia's Geforce RTX 4070 Ti graphics cards in the reference design.

In order to dissipate the enormous waste heat of this graphics card generation, in the best possible way, numerous optimizations have been carried out on the water cooler compared to the cooler models of the 30XX card generation. The fin structure was adapted and enables an optimal water flow while simultaneously increasing the cooling surface. The modified nozzle plate with improved Inflow Engine ensures the best possible distribution of water on the cooling fins. The fully chrome-plated copper base is resistant to acids, scratches and damage. In addition, the chrome plating provides homogeneity and reflectivity that cannot be achieved by nickel plating.

During its CES 2023 keynote, AMD announced its latest Instinct MI300 APU, a first of its kind in the data center world. Combining the CPU, GPU, and memory elements into a single package eliminates latency imposed by long travel distances of data from CPU to memory and from CPU to GPU throughout the PCIe connector. In addition to solving some latency issues, less power is needed to move the data and provide greater efficiency. The Instinct MI300 features 24 Zen4 cores with simultaneous multi-threading enabled, CDNA3 GPU IP, and 128 GB of HBM3 memory on a single package. The memory bus is 8192-bit wide, providing unified memory access for CPU and GPU cores. CLX 3.0 is also supported, making cache-coherent interconnecting a reality.

The Instinct MI300 APU package is an engineering marvel of its own, with advanced chiplet techniques used. AMD managed to do 3D stacking and has nine 5 nm logic chiplets that are 3D stacked on top of four 6 nm chiplets with HBM surrounding it. All of this makes the transistor count go up to 146 billion, representing the sheer complexity of a such design. For performance figures, AMD provided a comparison to Instinct MI250X GPU. In raw AI performance, the MI300 features an 8x improvement over MI250X, while the performance-per-watt is "reduced" to a 5x increase. While we do not know what benchmark applications were used, there is a probability that some standard benchmarks like MLPerf were used. For availability, AMD targets the end of 2023, when the "El Capitan" exascale supercomputer will arrive using these Instinct MI300 APU accelerators. Pricing is unknown and will be unveiled to enterprise customers first around launch.

Acer today announced refreshed models of its Aspire all-in-ones and laptops, designed to support families' day-to-day productivity and entertainment needs, while adding a touch of style to the home environment. The sleek Acer Aspire S all-in-one PCs come in both 27-inch and 32-inch models and are equipped with up to the latest 13th Gen Intel Core processors and Windows 11 to empower a seamless computing experience. Providing efficiency and reliability for multi-tasking users working from home, the Aspire 5 Series laptops come with the latest 13th Gen Intel Core processors and NVIDIA GeForce RTX GPUs, while the lightweight Aspire 3 Series notebooks deliver ready-to-go performance.

Acer also introduced the newest member of its smart speaker family with the Acer Halo Swing Smart Speaker with Google Assistant, DTS Sound and features a LED dot display, bringing users quality audio and dazzling lights everywhere they go.

ZOTAC Technology Limited, a global manufacturer of innovation, announces the latest in the next-generation ZOTAC GAMING graphics card line-up built on the powerful NVIDIA Ada Lovelace architecture. The GeForce RTX 4070 Ti Series graphics cards are beyond fast, giving gamers and creators new found levels of performance in gaming, streaming, rendering, video encoding and decoding, neural rendering, and many more leading platform capabilities. These GPUs push state-of-the-art graphics into the future with technologies including 3rd generation ray tracing cores and 4th generation tensor cores powering DLSS 3 technology that are gateways to the most immersive gaming experiences.

Leveraging an all-new aerodynamic inspired design with a bevy of powerful features, the ZOTAC GAMING GeForce RTX 4070 Ti Series carry over many key innovations introduced in the 4090 series that push the limit in gaming performance, cooling efficiency, noise levels and durability. The ZOTAC GAMING GeForce RTX 4070 Ti features 12 GB GDDR6X GPU memory and will come in 4 models - AMP Extreme AIRO, the debut of the all-new AMP AIRO, Trinity OC, and Trinity.

Alienware and Dell today reveal six new gaming laptops including: Alienware m18 and m16, Alienware x16 and x14, and Dell G16 and G15. And these aren't small updates either - the roster debuts updated form factors and materials, best-in-class performance upgrades, design and comfort enhancements, as well as an overhauled Alienware Command Center.

As what defines preeminent gaming experiences constantly evolves, Alienware and Dell continue to set itself apart with meaningful high-impact innovation that meets the changing needs of gamers. Whether you're a competitive or hobby gamer, if freedom without compromise is what you value most, look no further than our intrepid new fleet of high-performance laptops.

LG Electronics (LG) is introducing an expanded LG gram lineup, which offers more diversity than ever thanks to the arrival of the exciting, new gram Ultraslim and gram Style, at CES 2023. LG gram continues to provide both power and portability, packing premium specs into sleek, ultra-lightweight form factors delivering take-anywhere convenience and exceptional user experiences.

LG gram Ultraslim
Headlining the LG gram showcase at CES 2023 is the brand-new LG gram Ultraslim (model 15Z90RT), the thinnest gram model yet. A laptop designed for users seeking supreme portability, the Ultraslim has an ultra-light weight of just 998 grams and a depth (when closed) of only 10.99 millimeters; around the same thickness of a smartphone or notepad. Even though it is the most svelte gram in the 2023 lineup, the 15Z90RT still supplies impressive image quality and processing power, packing a 15.6-inch OLED display with Anti-glare Low Reflection (AGLR) coating and Intel 's 13th Gen Raptor Lake chip with Performance Cores (P-Cores). Further enhancing the excellent portability of the new model is the inclusion of an ultra-compact adapter.

GIGABYTE TECHNOLOGY Co. Ltd, the world's top leading PC brand, proudly presents gaming laptops powered by 13th Gen Intel HX and H Core Processors and the latest NVIDIA GeForce RTX 40 Series Laptop GPUs at CES 2023. NVIDIA GeForce RTX 40 Series Laptop GPUs power the world's fastest laptops for gamers and creators. Built with the ultra-efficient NVIDIA Ada Lovelace architecture, the RTX 40 Series GPUs bring a quantum leap in performance with AI-powered DLSS 3 and enable lifelike virtual worlds with full ray tracing. Plus, the Max-Q suite of technologies optimizes system performance, power, battery life, and acoustics for peak efficiency. While peaking performances, the laptops' neat contours also come with varied features to satisfy diversified gaming and entertainment needs.

Among them, the AORUS professional gaming series products, AORUS 17X and AORUS 15X are both equipped with top-notch hardware specifications, possessing powerful computing performances that allow players to pursue extreme speed. While AORUS 17 and AORUS 15 are the best portable choices with superior performance for players seeking entertainment and casual gaming, AORUS 16 is applied with a brand-new laptop design that offers comprehensive entertainment. And for the latest AORUS 17H gaming laptop, the top performance, lightweight, and thin size are all combined. All laptop models are being announced at CES 2023, unveiling the unprecedented masterpieces that all gamers have eagerly anticipated.

NVIDIA today kicks off the 2023 International CES with a special event for the PC community, particularly gamers. As part of the CES 2023 GeForce Beyond presentation, NVIDIA is expected to introduce additions to the desktop GeForce RTX 40-series "Ada" series, such as the RTX 4070 Ti, and also debut the RTX 40-series Laptop GPU series, powering the next-generation of gaming notebooks through this year.16:01 UTC: The show is about to begin, with Jeff Fisher taking centerstage.

16:02 UTC: 20 million NVIDIA GeForce GPUs sold in 2022.

AMD's latest GPUs have been reported to be experiencing overheating issues, with many users claiming that the vapor chamber cooler works better in a vertical rather than a horizontal position. Regardless of orientation, vapor chamber coolers should equal roughly the same heat dissipation performance and move the heat away from the source; however, testing showed that some reference AMD Radeon RX 7900 XTX GPUs feature defect coolers. According to the testing conducted by Roman "der8auer" Hartung, AMD's Radeon RX 7900 XTX RDNA3 GPUs are experiencing problems with overheating caused by a faulty vapor chamber design.

What der8auer found is that these coolers could have a defect in the manufacturing process, where the liquid inside the vapor chamber faces problems in circulation after condensation. It could relate to manufacturing issues of the cooler itself, with an inadequate amount of fluid or insufficient pressure inside the chamber. For more in-depth testing and performance benchmarks, see the video below. It is important to note that we didn't see other reports that replicate this behavior, so always take these reports with a dash of salt.

With less than a week to go until the official launch of the GeForce RTX 4070 Ti, NVIDIA France has gone and spoiled things by revealing the official specs of the upcoming GPU. The French division of NVIDIA appears to have posted the full product page, but it has since then been pulled. That didn't prevent Twitter leaker @momomo_us from snapping a couple of screenshots, including that of the official performance numbers from NVIDIA.

There aren't any real surprises here though, as we already knew the CUDA core count and the memory size, courtesy of the RTX 4070 Ti having been the RTX 4080 12 GB, until NVIDIA changed its mind. It's interesting to see that NVIDIA compares the RTX 4070 Ti to the RTX 3080 12 GB in the three official benchmarks, as it makes the RTX 4070 Ti look a lot better than it is in reality, at least based on the rumoured MSRP of US$800-900. One of the three benchmarks is Cyberpunk 2077 using Raytracingl, where NVIDIA suggests the RTX 4070 Ti is around 3.5 times faster than the RTX 3080, but it's worth reading the fine print. We'll know next week how the RTX 4070 Ti actually performs, as well as where the official pricing and actual retail pricing ends up.

Just over a month ago, news broke that NVIDIA is planning to move its logistics center from Hong Kong to Taiwan and it now looks like AMD is getting ready to follow suit. The news is coming via Taiwan's United Daily News (UDN) and the paper claims that AMD will be setting up its logistics center in the Farglory free trade zone area in the Dayuan district of Taoyuan, which is next to Taiwan's main international airport. Currently companies like ASML and Asus operate inside the free trade zone and Farglory is currently in the last phase of an expansion of the free trade zone, which should be finalised sometime early in 2023. As such, there should be plenty of space for both NVIDIA and AMD to set up their logistics centers there.

The move for AMD doesn't seem to make as much sense as that of NVIDIA, as AMD's main graphics card partners, which should be Sapphire and XFX (Pine Group), are Hong Kong based companies. That said, AMD still has PowerColor, ASRock, Asus, Gigabyte and MSI in Taiwan, but only PowerColor is an exclusive AMD partner. This does of course not take motherboards or servers into account, where its Taiwanese partners are key. On the other hand, just as NVIDIA, AMD produces its GPUs at TSMC, so for products that doesn't end up in the PRC, it would make more sense to have them go straight to a logistics center in Taiwan, rather than having to ship them out to Hong Kong and then back to Taiwan again. According to UDN it's apparently also cheaper for AMD to shop goods directly from Taiwan to the PRC, as it's apparently quite costly to ship via Hong Kong. Another reason is of course the ongoing trade war between the US and the PRC, which could lead to future issues for both AMD and NVIDIA. Hong Kong has also slowly lost its importance as a key center in the electronics business, with Taiwan and Singapore having become more important hubs, according to UDN.

Supermicro, a Total IT Solution Provider for Cloud, AI/ML, Storage, and 5G/Edge, is announcing an expanded product line with exciting new ARM-based series of servers as part of the MegaDC family. Using Ampere Altra and Ampere Altra Max processors, the Mt. Hamilton platform leverages a single unified motherboard design, targeting cloud-native applications, such as Cloud Gaming, Video-on-Demand, CDN, IaaS, Database, Object-Storage, dense VDI, and Telco Edge (Distributed Unit and Centralized Unit) solutions. In addition, the new servers address several objectives for cloud-native workloads, specifically delivering high performance per watt while executing scalable workloads and those that require very low latency responses.

"Supermicro continues to bolster our product line by introducing ARM-based servers, using the Ampere Altra and Altra Max CPUs," said Ivan Tay, SVP of Product Management, Supermicro. "Expanding our already broad server product line gives customers even more choices for their specific workloads. We can quickly offer optimized application servers for customers worldwide using our Building Block Solutions approach."

Big things are afoot at Intel's graphics chip division once again, as the company has just broken up its Accelerated Computing Systems and Graphics (AXG) business unit which will result in some big changes. For starters, Raja Koduri has been—what we can only refer to as—demoted, given he's back to being chief architect rather than being in charge of the AXG business unit. Some of his staff will be moved to other business units inside Intel as the AXG business unit will cease to exist. This doesn't mean Intel will stop making discrete consumer GPUs, with at least the Battlemage/Arc B-series launch still being planned to take place sometime in 2023.

At the same time, it looks like Raja Koduri will be out of action for what is likely to be at least a month since he posted on Twitter that he's had emergency back surgery while on a business trip. How this will affect his transition back to his role as chief architect is anyone's guess at this point in time. However, he will not be focusing solely on GPUs in the future, but the broader range of products that Intel offers—particularly the integration of GPU, CPU and AI architectures at Intel. We've posted an official statement from Intel after the break, which Intel provided to Tom's Hardware. We also wish Raja a speedy recovery!

We don't normally cover TV's at TPU, but this one is so different to anything else out there, that we had to cover it. A US company that goes under the name Displace, will launch the Displace TV at CES 2023 in January and maybe the least strange part of this TV is that it'll have a CPU from AMD and a GPU from NVIDIA, although technically speaking, neither is actually inside the TV itself. The display itself doesn't seem to be particularly remarkable, as it's a 55-inch 4K display based around an unknown OLED panel. However, Displace claims that the sub 20 lbs (9.07 kg) panel features "proprietary active-loop vacuum technology" which allows it to be stuck to any wall without the need of mounting hardware.

If that wasn't crazy enough, the Displace TV is powered by an interchangeable battery pack and the company claims that the TV has a month's worth of battery life, assuming you don't use it more than six hours a day. The company provides four batteries and a charging station with the TV, as well as a base unit, which houses the AMD CPU and NVIDIA GPU. The only other thing the company mentioned about the base station is that it supports Wi-Fi 6E. The Displace TV also supports gesture control, as well as voice control and a remote. For those that find a 55-inch TV a bit on the small side, Displace claims that up to four panels can be connected together to create a 110-inch 16K TV, although it seems like they've counted wrong here, as four times 4K resolution is only 8K, not 16K. It all sounds a bit too good to be true, but we'll have to wait and see if the company really shows up at CES and if it has a product that delivers on all its claims.

Today, Intel announced the 2023 release of the Intel oneAPI tools - available in the Intel Developer Cloud and rolling out through regular distribution channels. The new oneAPI 2023 tools support the upcoming 4th Gen Intel Xeon Scalable processors, Intel Xeon CPU Max Series and Intel Data Center GPUs, including Flex Series and the new Max Series. The tools deliver performance and productivity enhancements, and also add support for new Codeplay plug-ins that make it easier than ever for developers to write SYCL code for non-Intel GPU architectures. These standards-based tools deliver choice in hardware and ease in developing high-performance applications that run on multiarchitecture systems.

"We're seeing encouraging early application performance results on our development systems using Intel Max Series GPU accelerators - applications built with Intel's oneAPI compilers and libraries. For leadership-class computational science, we value the benefits of code portability from multivendor, multiarchitecture programming standards such as SYCL and Python AI frameworks such as PyTorch, accelerated by Intel libraries. We look forward to the first exascale scientific discoveries from these technologies on the Aurora system next year."
-Timothy Williams, deputy director, Argonne Computational Science Division