Thanks to the information from Windows Report, we have received numerous details regarding Qualcomm's upcoming Snapdragon Elite X chip for laptops. The Snapdragon Elite X SoC is built on top of Nuvia-derived Oryon cores, which Qualcomm put 12 off in the SoC. While we don't know their base frequencies, the all-core boost reaches 3.8 GHz. The SoC can reach up to 4.3 GHz on single and dual-core boosting. However, the slide notes that this is all pure "big" core configuration of the SoC, so no big.LITTLE design is done. The GPU part of Snapdragon Elite X is still based on Qualcomm's Adreno IP; however, the performance figures are up significantly to reach 4.6 TeraFLOPS of supposedly FP32 single-precision power. Accompanying the CPU and GPU, there are dedicated AI and image processing accelerators, like Hexagon Neural Processing Unit (NPU), which can process 45 trillion operations per second (TOPS). For the camera, the Spectra Image Sensor Processor (ISP) is there to support up to 4K HDR video capture on a dual 36 MP or a single 64 MP camera setup.

The SoC supports LPDDR5X memory running at 8533 MT/s and a maximum capacity of 64 GB. Apparently, the memory controller is an 8-channel one with a 16-bit width and a maximum bandwidth of 136 GB/s. Snapdragon Elite X has PCIe 4.0 and supports UFS 4.0 for outside connection. All of this is packed on a die manufactured by TSMC on a 4 nm node. In addition to marketing excellent performance compared to x86 solutions, Qualcomm also advertises the SoC as power efficient. The slide notes that it uses 1/3 of the power at the same peak PC performance of x86 offerings. It is also interesting to note that the package will support WiFi7 and Bluetooth 5.4. Officially coming in 2024, the Snapdragon Elite X will have to compete with Intel's Meteor Lake and/or Arrow Lake, in addition to AMD Strix Point.

Micron Technology, Inc., today announced it has extended its industry-leading 1β (1-beta) process node technology with the introduction of 16Gb DDR5 memory. With demonstrated in-system functionality at speeds up to 7,200 MT/s, Micron's 1β DDR5 DRAM is now shipping to all data center and PC customers. Micron's 1β-based DDR5 memory with advanced high-k CMOS device technology, 4-phase clocking and clock-sync provides up to a 50% performance uplift and 33% improvement in performance per watt over the previous generation.

As CPU core counts increase to meet the demands of data center workloads, the need for higher memory bandwidth and capacities grows significantly to overcome the 'memory wall' challenge while optimizing the total cost of ownership for customers. Micron's 1β DDR5 DRAM allows computational capabilities to scale with higher performance enabling applications like artificial intelligence (AI) training and inference, generative AI, data analytics, and in-memory databases (IMDB) across data center and client platforms. The new 1β DDR5 DRAM product line offers current module densities in speeds ranging from 4,800 MT/s up to 7,200 MT/s for use in data center and client applications.

Winbond Electronics Corporation, a leading global supplier of semiconductor memory solutions, has unveiled a powerful enabling technology for affordable Edge AI computing in mainstream use cases. The Company's new customized ultra-bandwidth elements (CUBE) enable memory technology to be optimized for seamless performance running generative AI on hybrid edge/cloud applications.

CUBE enhances the performance of front-end 3D structures such as chip on wafer (CoW) and wafer on wafer (WoW), as well as back-end 2.5D/3D chip on Si-interposer on substrate and fan-out solutions. Designed to meet the growing demands of edge AI computing devices, it is compatible with memory density from 256 Mb to 8 Gb with a single die, and it can also be 3D stacked to enhance bandwidth while reducing data transfer power consumption.

Samsung Electronics, a world leader in advanced memory technology, today announced that it has developed the industry's first Low Power Compression Attached Memory Module (LPCAMM) form factor, which is expected to transform the DRAM market for PCs and laptops - and potentially even data centers. Samsung's groundbreaking development for its 7.5 gigabits-per-second (Gbps) LPCAMM has completed system verification through Intel's platform. Historically, PCs and laptops have conventionally used LPDDR DRAM or DDR-based So-DIMMs. While LPDDR is compact, it's permanently attached to the motherboard, making it challenging to replace during repairs or upgrades. On the other hand, So-DIMMs can be attached or detached easily but have limitations with performance and other physical features.

LPCAMM overcomes the shortcomings of both LPDDR and So-DIMMs, addressing the increased demand for more efficient yet compact devices. Being a detachable module, LPCAMM offers enhanced flexibility for PC and laptop manufacturers during the production process. Compared to So-DIMM, LPCAMM occupies up to 60% less space on the motherboard. This allows more efficient use of devices' internal space while also improving performance by up to 50% and power efficiency by up to 70%. LPDDR's power-saving features have made it an attractive option for servers, since it could potentially improve total cost of operation (TCO) efficiency. However, using LPDDR can create operational difficulties such as the need to replace the entire motherboard when upgrading a server's DRAM specifications. LPCAMM offers a solution to these challenges, creating significant potential for it to become the solution of choice for future data centers and servers.

ADATA Technology Co., Ltd., the world's leading memory brand, announced a theme of "Dazzling Tomorrow" for its annual creator event " You Are a Rising Star," held from today until October 13th. Use creative techniques such as graphic design, 3D rendering, and video to weave your own moving story. Share your pieces publically on Instagram and you will have an opportunity to win excellent prizes valued at more than USD$5,700.

With the generational change of processors and chipsets, DDR5 memory entering the mainstream, the rapid rise of Gen 4 SSDs and a migration to the Gen 5 era, coupled with the rise of generative AI tools, creator software and hardware must also improve in leaps and bounds. ADATA's online creator contest officially enters its fourth year and continues to provide a platform for talent in the fields of "graphic design," "video creation," "animation," and "photography" to unleash their creativity. This year, we continue our commitment to the spirit of "Build to Create" to produce better solutions for content creators, including major international award winning high-end and comprehensive products such as the LEGEND 970 Gen 5 SSD, ACE series memory module, SE920 USB4 external SSD, and other devices to inspire creativity.

TrendForce expects that memory suppliers will continue their strategy of scaling back production of both DRAM and NAND Flash in 2024, with the cutback being particularly pronounced in the financially struggling NAND Flash sector. Market demand visibility for consumer electronic is projected to remain uncertain in 1H24. Additionally, capital expenditure for general-purpose servers is expected to be weakened due to competition from AI servers. Considering the low baseline set in 2023 and the current low pricing for some memory products, TrendForce anticipates YoY bit demand growth rates for DRAM and NAND Flash to be 13% and 16%, respectively. Nonetheless, achieving effective inventory reduction and restoring supply-demand balance next year will largely hinge on suppliers' ability to exercise restraint in their production capacities. If managed effectively, this could open up an opportunity for a rebound in average memory prices.

PC: The annual growth rate for average DRAM capacity is projected at approximately 12.4%, driven mainly by Intel's new Meteor Lake CPUs coming into mass production in 2024. This platform's DDR5 and LPDDR5 exclusivity will likely make DDR5 the new mainstream, surpassing DDR4 in the latter half of 2024. The growth rate in PC client SSDs will not be as robust as that of PC DRAM, with just an estimated growth of 8-10%. As consumer behavior increasingly shifts toward cloud-based solutions, the demand for laptops with large storage capacities is decreasing. Even though 1 TB models are becoming more available, 512 GB remains the predominant storage option. Furthermore, memory suppliers are maintaining price stability by significantly reducing production. Should prices hit rock bottom and subsequently rebound, PC OEMs are expected to face elevated SSD costs. This, when combined with Windows increasing its licensing fees for storage capacities at and above 1 TB, is likely to put a damper on further growth in average storage capacities.

SK hynix Inc. (or "the company", www.skhynix.com) announced today that it has begun supplying the industry's first 24-gigabyte (GB) Low Power Double Data Rate 5X (LPDDR5X) mobile DRAM package to its customers, following the mass production of LPDDR5X in November 2022. SK hynix, in January, developed LPDDR5T, which is an upgraded product of LPDDR5X prior to the development of the 8th generation LPDDR6, and is currently processing customer validation.

"The company integrated the High-K Metal Gate (HKMG) process in the 24 GB LPDDR5X package, enabling the product to deliver outstanding power efficiency and performance," said SK hynix. "The addition of the 24 GB package to our mobile DRAM product portfolio has given us a more flexibility in accommodating customers' needs."

TrendForce reports that continued production cuts by DRAM suppliers have led to a gradual quarterly decrease in overall DRAM supply. Seasonal demand, on the other hand, is helping to mitigate inventory pressure on suppliers. TrendForce projects that the third quarter will see the ASP for DRAM converging towards a 0~5% decline. Despite suppliers' concerted efforts, inventory levels persistently remain high, keeping prices low. While production cutbacks may help to curtail quarterly price declines, a tangible recovery in prices may not be seen until 2024.

PC DRAM: The benefits of consolidated production cuts on DDR4 by the top three suppliers are expected to become evident in the third quarter. Furthermore, inventory pressure on suppliers has been partially alleviated due to aggressive purchasing by several OEMs at low prices during 2Q23. Evaluating average price trends for PC DRAM products in 3Q23 reveals that DDR4 will continue to remain in a state of persistent oversupply, leading to an expected quarterly price drop of 3~8%. DDR5 prices—influenced by suppliers' efforts to maintain prices and unmet buyer demand—are projected to see a 0-5% quarterly decline. The overall ASP of PC DRAM is projected to experience a QoQ decline of 0~5% in the third quarter.

To help bridge the growing gap between modern systems and the legacy technology still in use around the world, global industrial computing specialists, OnLogic (www.onlogic.com), have released the Helix 511 Edge Computer. Designed for use in manufacturing, automation, energy management, and other edge and IoT applications, the Helix 511 easily interfaces with on-site systems thanks to a broad selection of modern and legacy connectivity options.

"We frequently have conversations with customers who are struggling to update their technology infrastructure simply because they can't connect existing systems to newer, more powerful and more capable devices," says OnLogic Product Manager, Hunter Golden. "The embedded computing space has traditionally lagged behind when it comes to adopting new technologies. We want to shift that paradigm while still allowing innovators to access and exchange data with their existing equipment. In many cases, you don't need to rip and replace everything, you just need a Helix 511."

Synopsys, Inc. today announced an expanded agreement with Samsung Foundry to develop a broad portfolio of IP to reduce design risk and accelerate silicon success for automotive, mobile, high-performance computing (HPC) and multi-die designs. This agreement expands Synopsys' collaboration with Samsung to enhance the Synopsys IP offering for Samsung's advanced 8LPU, SF5, SF4 and SF3 processes and includes Foundation IP, USB, PCI Express, 112G Ethernet, UCIe, LPDDR, DDR, MIPI and more. In addition, Synopsys will optimize IP for Samsung's SF5A and SF4A automotive process nodes to meet stringent Grade 1 or Grade 2 temperature and AEC-Q100 reliability requirements, enabling automotive chip designers to reduce their design effort and accelerate AEC-Q100 qualification. The auto-grade IP for ADAS SoCs will include design failure mode and effect analysis (DFMEA) reports that can save months of development effort for automotive SoC applications.

"Our extensive co-optimization efforts with Samsung across both EDA and IP help automotive, mobile, HPC, and multi-die system architects cope with the inherent challenges of designing chips for advanced process technologies," said John Koeter, senior vice president of product management and strategy for IP at Synopsys. "This extension of our decades-long collaboration provides designers with a low-risk path to achieving their design requirements and quickly launching differentiated products to the market."

With more countries creating initiatives to develop homegrown processors capable of powering powerful supercomputing facilities, India has just presented its development milestone with Aum HPC. Thanks to information from the report by The Next Platform, we learn that India has developed a processor for powering its exascale high-performance computing (HPC) system. Called Aum HPC, the CPU was developed by the National Supercomputing Mission of the Indian government, which funded the Indian Institute of Science, the Department of Science and Technology, the Ministry of Electronics and Information Technology, and C-DAC to design and manufacture the Aum HPC processors and create strong, strong technology independence.

The Aum HPC is based on Armv8.4 CPU ISA and represents a chiplet processor. Each compute chiplet features 48 Arm Zeus Cores based on Neoverse V1 IP, so with two chiplets, the processor has 96 cores in total. Each core gets 1 MB of level two cache and 1 MB of system cache, for 96 MB L2 cache and 96 MB system cache in total. For memory, the processor uses 16-channel 32-bit DDR5-5200 with a bandwidth of 332.8 GB/s. To expand on that, HBM memory is present, and there is 64 GB of HBM3 with four controllers capable of achieving a bandwidth of 2.87 TB/s. As far as connectivity, the Aum HPC processor has 64 PCIe Gen 5 Lanes with CXL enabled. It is manufactured on a 5 nm node from TSMC. With a 3.0 GHz typical and 3.5+ GHz turbo frequency, the Aum HPC processor is rated for a TDP of 300 Watts. It is capable of producing 4.6+ TeraFLOPS per socket. Below are illustrations and tables comparing Aum HPC to Fujitsy A64FX, another Arm HPC-focused design.

Samsung Electronics, a world leader in advanced memory technology, today announced that its 16-gigabit (Gb) DDR5 DRAM, which utilizes the industry's most advanced 12 nanometer (nm)-class process technology, has started mass production. Samsung's completion of the state-of-the-art manufacturing process reaffirms its leadership in cutting-edge DRAM technology.

"Using differentiated process technology, Samsung's industry-leading 12 nm-class DDR5 DRAM delivers outstanding performance and power efficiency," said Jooyoung Lee, Executive Vice President of DRAM Product & Technology at Samsung Electronics. "Our latest DRAM reflects our continued commitment to leading the DRAM market, not only with high-performance and high-capacity products that meet computing market demand for large-scale processing but also by commercializing next-generation solutions that support greater productivity."

Last year, Crucial canned its Ballistix brand of gaming focused memory, but it seems like the company still wants to offer its customers a more premium product, as Crucial has just introduced its new Pro series of memory products. Crucial will offer its new Pro series in both DDR5 and DDR4 flavours at either DDR5-5600 or DDR4-3200 speeds. It should be noted that the DDR4 modules still rely on a green PCB, while the DDR5 modules get the same black PCB as Crucial's regular DDR5 modules. Beyond the heatsink, there isn't much that differs between the Pro series and Crucial's regular modules, but there is one thing that might matter to potential buyers.

Crucial has added support for AMD EXPO and Intel XMP 3.0 to its Pro series of modules. In the case of AMD EXPO this only applies to DDR5 modules, whereas the DDR4 modules support Intel XMP 2.0, in this case a feature its standard DDR4 modules lack. This should make it easier for end users to take advantage of the extra performance offered by some of these modules. That said, as Crucial has stuck to JEDEC timings, taking the Pro DDR5-5600 UDIMM kit as an example, you end up with timings of 46-46-45-45 at 1.1 Volts, where competing products have timings in the range of 36-36-36-36, although usually at 1.25 Volts or higher. Even as far as JEDEC timing goes, Crucial has chosen the middle ground for DDR5 5600, as there is a timing option from JEDEC that supports 40-40-40-40, which would make more sense for a more premium product. Price wise, a 32 GB kit with two 16 GB modules of DD5-5600 modules carries an $11 price premium over Crucials standard modules, with a retail price of US$114.99 versus US$103.99, but there are better options out there at this price point.

TrendForce's latest research indicates that, as production cuts to DRAM and NAND Flash have not kept pace with weakening demand, the ASP of some products is expected to decline further in 2Q23. DRAM prices are projected to fall 13~18%; NAND Flash is expected to fall between 8~13%.

TrendForce reports that the significant drop in DRAM prices was mostly attributed to high inventory levels of DDR4 and LPDDR5 as PC DRAM, server DRAM, and mobile DRAM collectively account for over 85% of DRAM consumption. Meanwhile, the market share for DDR5 remains relatively low.

Last October, the US Department of Commerce imposed semiconductor restrictions on Chinese imports of equipment for processes of 18 nm and below. SK hynix's Wuxi fab was granted a one-year production license, but geopolitical risks and weak demand prompted the company to reduce wafer starts by about 30% per month in 2Q23, according to TrendForce's latest research.

TrendForce reports that SK hynix had planned to transition its Wuxi fab's mainstream process from 1Y nm to 1Z nm, decreasing the output of legacy processes. However, due to limitations imposed by the US ban, the company instead opted to increase the share of its 21 nm production lines, focus-ing on DDR3 and DDR4 4Gb products. SK hynix's long-term strategy involves shifting its capacity expansion back to South Korea, while the Wuxi fab caters to domestic demand in China and the legacy-process consumer DRAM market.

TrendForce reports that mass production of new server platforms—such as Intel Sapphire Rapids and AMD Genoa—is imminent. However, recent market reports have indicated a PMIC compatibility issue for server DDR5 RDIMMs; DRAM suppliers and PMIC vendors are working to address the problem. TrendForce believes this will have two effects: First, DRAM suppliers will temporarily procure more PMICs from Monolithic Power Systems (MPS), which supplies PMICs without any issues. Second, supply will inevitably be affected in the short term as current DDR5 server DRAM production still uses older processes, which will lead to a convergence in the price decline of DDR5 server DRAM in 2Q23—from the previously estimated 15~20% to 13~18%.

As previously mentioned, PMIC issues and the production process relying on older processes are all having a short-term impact on the supply of DDR5 server DRAM. SK hynix has gradually ramped up production and sales of 1α-nm, which, unlike 1y-nm, has yet to be fully verified by consumers. Current production processes are still being dominated by Samsung and SK hynix's 1y-nm and Micron's 1z-nm; 1α and 1β-nm production is projected to increase in 2H23.

Amid the push for technology independence, Chinese companies are pushing out more products to satisfy the need for the rapidly soaring demand for domestic data processing silicon. Today, we have information that Chinese Loongson has launched a 3D5000 CPU with as many as 32 cores. Utilizing chiplet technology, the 3D5000 represents a combination of two 16-core 3C5000 processors based on LA464 cores, based on LoongArch ISA that follows the combination of RISC and MIPS ISA design principles. The new chip features 64 MB of L3 cache, supports eight-channel DDR4-3200 ECC memory achieving 50 GB/s, and has five HyperTransport (HT) 3.0 interfaces. The TDP configuration of the chip is officially 300 Watts; however, normal operation is usually at around 150 Watts, with LA464 cores running at 2 GHz.

Scaling of the new chip goes beyond the chiplet, and pours over into system, as 3D5000 supports 2P and 4P configurations, where a single motherboard can become a system of up to 128 cores. To connect them, Loongson uses a 7A2000 bridge chip that is reportedly 400% faster than the previous solution, although we have no information about the last chip bridge. Based on the LGA-4129 package, the chip size is 75.4x58.5×6.5 mm. Regarding performance, Loongson compares it to the average Arm chip that goes into smartphones and claims that its designs are up to four times faster. In SPEC2006, performance reaches 425 points, while maintaining a single TeraFLOP at dual-precision 64-bit format. On the other hand, the processor was built for security, as the chip has a custom hardware-baked security to prevent Spectre and Meltdown, has an on-package Trusted Platform Module (TPM), and has a secret China-made security algorithm with an embedded custom security module that does encryption and decryption at 5 Gbps.

AMD and JEDEC are collaborating to create a new industry standard for DDR5 memory called MRDIMMs (multi-ranked buffered DIMMs). The constant need for bandwidth in server systems provides trouble that can not easily be solved. Adding more memory is difficult, as motherboards can only get so big. Incorporating on-package memory solutions like HBM is expensive and can only scale to a specific memory capacity. However, engineers of JEDEC, with the help of AMD, have come to make a new standard that will try and solve this challenge using the new MRDIMM technology. The concept of MRDIMM is, on paper, straightforward. It combines two DDR5 DIMMs on a single module to effectively double the bandwidth. Specifically, if you take two DDR5 DIMMs running at 4,400 MT/s and connect them to create a single DIMM, you get 8,800 MT/s speeds on a single module. To efficiently use it, a special data mux or buffer will effectively take two Double Data Rate (DDR) DIMMs and convert them into Quad Data Rate (QDR) DIMMs.

The design also allows simultaneous access to both ranks of memory, thanks to the added mux. First-generation MRDIMMs can produce speeds of up to 8,800 MT/s, while the second and third generations modules can go to 12,800 MT/s and 17,600 MT/s, respectively. We expect third-generation MRDIMMs after 2030, so the project is still far away. Additionally, Intel has a similar solution called Multiplexer Combined Ranks DIMM (MCRDIMM) which uses a similar approach. However, Intel's technology is expected to see the light of the day as early as 2024/2025 and beyond the generation of servers, with Granite Rapids likely representing a contender for this technology. SK Hynix already makes MCRDIMMs, and you can see the demonstration of the approach below.

TrendForce reports that several suppliers, such as Micron and SK hynix, have started scaling back DRAM production. The ASP of DRAM plunged 20% in 1Q23, and this price decline is predicted to slow down to 10~15% next quarter. It's uncertain whether or not demand will recover in 2H23. Therefore, the ASP of DRAM has continued to fall as inventory levels are high from the suppliers' side, and prices will only rebound if there is a significant decrease in production.

PC DRAM: Purchase quantity from buyers has fallen drastically over the past three quarters; buyers have around 9~13 weeks of PC DRAM stock remaining. Despite suppliers having already cut production in the PC DRAM segment, DDR4 8 GB module is still likely to fall by more than 10% in 2Q23. There is a possibility that PC OEMs may purchase more DRAM because prices have been down to a relatively low level, but it is still under observation whether or not this can mitigate the inventory overstock situation from the suppliers' side. TrendForce predicts the ASP of PC DRAM will fall between 10~15%.

Today, thanks to Yuuki_Ans on the Chinese Bilibili forum, we have more information about the upcoming "Avenue City" platform that powers Granite Rapids and Sierra Forest. Intel's forthcoming Granite Rapids and Sierra Forest Xeon processors will diverge the Xeon family into two offerings: one optimized for performance/core equipped with P-cores and the other for power/core equipped with E-cores. The reference platform Intel designs and shares with OEMs internally is a 16.7" x 20" board with 20 PCB layers, made as a dual-socket solution. Featuring two massive LGA-7529 sockets, the reference design shows the basic layout for a server powered by these new Xeons.

Capable of powering Granite Rapids / Sierra Forest-AP processors of up to 500 Watts, the platform also accommodates next-generation I/O. Featuring 24 DDR5 DIMMs with support for 12-channel memory, with memory speeds of up to 6400 MT/s. The PCIe selection includes six PCIe Gen 5 x16 links supporting CXL cache coherent protocol and 6x24 UPI links. Additionally, we have another piece of information that Granite Rapids will come with up to 128 cores and 256 threads in both regular and HBM-powered Xeon Max flavoring. You can see storage and reference platform configuration details on the slides below.

In response to the increasing demand for powerful computing that can be relied on in a wide range of even the most challenging installation environments, leading industrial computing manufacturer and solution provider, OnLogic (www.onlogic.com), has unveiled their Helix 401 fanless industrial computer. The compact device is designed for use in edge computing, industry 4.0, Internet of Things (IoT), and many other emerging applications and will make its public debut at Embedded World 2023.

"You may never see them, but industrial computers are everywhere, working diligently to power technology solutions of every shape and size. These systems need to be small and reliable while still being just as powerful as high-end desktop machines," says Mike Walsh, Senior Product Manager at OnLogic. "The Helix 401 balances size and performance while providing a wide range of configuration possibilities to help users tailor it to their specific application. It's small enough to fit in your hand, similar in size to Intel's popular NUC, but capable enough to drive advanced automation solutions and power the next great smart agriculture, building automation or energy management innovation."

According to TrendForce's research, global DRAM revenue fell by 32.5% QoQ to US$12, 281 million for 4Q22. The QoQ decline for 4Q22 is larger than the QoQ decline of 28.8% for 3Q22 and comes close to the QoQ decline of 36% for the final quarter of 2008, when the global economy was in the midst of a major financial crisis. The main cause of the steep revenue drop in 4Q22 was the plummeting overall ASP. DRAM suppliers experienced a rapid accumulation of inventory in 3Q22 due to a freeze in buyers' demand. Subsequently, suppliers were much more energetic in price negotiations for 4Q22 contracts as they were struggling for market share. Among the major categories of DRAM products, server DRAM suffered the sharpest price drop in 4Q22. Contract prices of DDR4 and DDR5 server DRAM products registered QoQ drops of 23~28% and 30~35% respectively.

Thanks to the attribution of Puget Systems, we have a preview of Intel's latest Xeon W-3400 and Xeon W-2400 workstation processors based on Sapphire Rapids core technology. Delivering up to 56 cores and 112 threads, these CPUs are paired with up to eight TeraBytes of eight-channel DDR5-4800 memory. For expansion, they offer up to 112 PCIe 5.0 lanes come with up to 350 Watt TDP; some models are unlocked for overclocking. This interesting HEDT family for workstation usage comes at a premium with an MSRP of $5,889 for the top-end SKU, and motherboard prices are also on the pricey side. However, all of this should come as no surprise given the expected performance professionals expect from these chips. Puget Systems has published test results that include: Photoshop, After Effects, Premiere Pro, DaVinci Resolve, Unreal Engine, Cinebench R23.2, Blender, and V-Ray. Note that Puget Systems said that: "While this post has been an interesting preview of the new Xeon processors, there is still a TON of testing we want to do. The optimizations Intel is working on is of course at the top, but there are several other topics we are highly interested in." So we expect better numbers in the future.Below, you can see the comparison with AMD's competing Threadripper Pro HEDT SKUs, along with power usage using different Windows OS power profiles:

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.